warning: commands will be executed using /bin/sh
job 2085 at Tue Mar 11 11:29:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	3
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 3512017 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 61474 members 
Mstep: Class 3 contains 61537 members 
Mstep: Class 4 contains 61108 members 
Mstep: Class 5 contains 61628 members 
Mstep: Class 6 contains 61534 members 
Mstep: Class 7 contains 61844 members 
Mstep: Class 8 contains 61435 members 
Mstep: Class 9 contains 61674 members 
Mstep: Class 10 contains 61581 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 61512 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 61339 members 
Mstep: Class 15 contains 61459 members 
Mstep: Class 16 contains 62182 members 
Mstep: Class 17 contains 61466 members 
Mstep: Class 18 contains 61663 members 
Mstep: Class 19 contains 61634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1510.200928 but Gain 3465.328125
Score: -133304992.000000 Penalty: 62375.867188
Iteration 0F: 19 clusters Score -1.33305e+08 nChanged 1107875
Entering Unmasked Mstep 
Mstep: Class 0 contains 5404 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 87536 members 
Mstep: Class 4 contains 38965 members 
Mstep: Class 5 contains 161414 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 20388 members 
Mstep: Class 8 contains 36294 members 
Mstep: Class 9 contains 87827 members 
Mstep: Class 10 contains 26011 members 
Mstep: Class 11 contains 32805 members 
Mstep: Class 12 contains 38337 members 
Mstep: Class 13 contains 229999 members 
Mstep: Class 14 contains 32752 members 
Mstep: Class 15 contains 29538 members 
Mstep: Class 16 contains 134923 members 
Mstep: Class 17 contains 67849 members 
Mstep: Class 18 contains 6616 members 
Mstep: Class 19 contains 66663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138558016.000000 Penalty: 62375.867188
Iteration 1F: 19 clusters Score -1.38558e+08 nChanged 473319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4328 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 83612 members 
Mstep: Class 4 contains 37699 members 
Mstep: Class 5 contains 208019 members 
Mstep: Class 6 contains 17500 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 8 contains 24780 members 
Mstep: Class 9 contains 70082 members 
Mstep: Class 10 contains 13141 members 
Mstep: Class 11 contains 24374 members 
Mstep: Class 12 contains 25276 members 
Mstep: Class 13 contains 325114 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 99009 members 
Mstep: Class 17 contains 48774 members 
Mstep: Class 18 contains 18309 members 
Mstep: Class 19 contains 67099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139743584.000000 Penalty: 62375.867188
Iteration 2F: 19 clusters Score -1.397436e+08 nChanged 344935
Entering Unmasked Mstep 
Mstep: Class 0 contains 3037 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 73935 members 
Mstep: Class 4 contains 24521 members 
Mstep: Class 5 contains 217951 members 
Mstep: Class 6 contains 15957 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 8 contains 25248 members 
Mstep: Class 9 contains 62222 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 26175 members 
Mstep: Class 12 contains 24214 members 
Mstep: Class 13 contains 384275 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 15121 members 
Mstep: Class 16 contains 65244 members 
Mstep: Class 17 contains 39811 members 
Mstep: Class 18 contains 29043 members 
Mstep: Class 19 contains 64616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140377264.000000 Penalty: 62375.867188
Iteration 3F: 19 clusters Score -1.403773e+08 nChanged 253468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2920 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 81388 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 217137 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 42044 members 
Mstep: Class 9 contains 63036 members 
Mstep: Class 10 contains 12474 members 
Mstep: Class 11 contains 26985 members 
Mstep: Class 12 contains 24818 members 
Mstep: Class 13 contains 391301 members 
Mstep: Class 14 contains 17315 members 
Mstep: Class 15 contains 14104 members 
Mstep: Class 16 contains 52687 members 
Mstep: Class 17 contains 39427 members 
Mstep: Class 18 contains 32250 members 
Mstep: Class 19 contains 54894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140752032.000000 Penalty: 62375.867188
Iteration 4F: 19 clusters Score -1.40752e+08 nChanged 190243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2864 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 101179 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 218394 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 23116 members 
Mstep: Class 8 contains 62168 members 
Mstep: Class 9 contains 65237 members 
Mstep: Class 10 contains 13795 members 
Mstep: Class 11 contains 26265 members 
Mstep: Class 12 contains 23056 members 
Mstep: Class 13 contains 373436 members 
Mstep: Class 14 contains 14472 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 16 contains 50120 members 
Mstep: Class 17 contains 39429 members 
Mstep: Class 18 contains 29222 members 
Mstep: Class 19 contains 41942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140975904.000000 Penalty: 62375.867188
Iteration 5F: 19 clusters Score -1.409759e+08 nChanged 147276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2840 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 123162 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 224809 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 23219 members 
Mstep: Class 8 contains 80005 members 
Mstep: Class 9 contains 67214 members 
Mstep: Class 10 contains 12728 members 
Mstep: Class 11 contains 25272 members 
Mstep: Class 12 contains 21148 members 
Mstep: Class 13 contains 351872 members 
Mstep: Class 14 contains 12124 members 
Mstep: Class 15 contains 15974 members 
Mstep: Class 16 contains 48883 members 
Mstep: Class 17 contains 35019 members 
Mstep: Class 18 contains 25901 members 
Mstep: Class 19 contains 30650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141115440.000000 Penalty: 62375.867188
Iteration 6F: 19 clusters Score -1.411154e+08 nChanged 114604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2822 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 140800 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 236229 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 95108 members 
Mstep: Class 9 contains 69064 members 
Mstep: Class 10 contains 11870 members 
Mstep: Class 11 contains 23834 members 
Mstep: Class 12 contains 20674 members 
Mstep: Class 13 contains 329015 members 
Mstep: Class 14 contains 10287 members 
Mstep: Class 15 contains 17528 members 
Mstep: Class 16 contains 47687 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 23057 members 
Mstep: Class 19 contains 22332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141204240.000000 Penalty: 62375.867188
Iteration 7F: 19 clusters Score -1.412042e+08 nChanged 91338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2799 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 153270 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 249739 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 107541 members 
Mstep: Class 9 contains 70365 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 22198 members 
Mstep: Class 12 contains 21519 members 
Mstep: Class 13 contains 305530 members 
Mstep: Class 14 contains 8628 members 
Mstep: Class 15 contains 19420 members 
Mstep: Class 16 contains 46616 members 
Mstep: Class 17 contains 23786 members 
Mstep: Class 18 contains 20757 members 
Mstep: Class 19 contains 16472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141277088.000000 Penalty: 62375.867188
Iteration 8F: 19 clusters Score -1.412771e+08 nChanged 74775
Entering Unmasked Mstep 
Mstep: Class 0 contains 2724 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 162016 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 5 contains 262100 members 
Mstep: Class 6 contains 5771 members 
Mstep: Class 7 contains 19708 members 
Mstep: Class 8 contains 117419 members 
Mstep: Class 9 contains 70971 members 
Mstep: Class 10 contains 12983 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 282949 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 45849 members 
Mstep: Class 17 contains 20693 members 
Mstep: Class 18 contains 18921 members 
Mstep: Class 19 contains 12994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141335072.000000 Penalty: 62375.867188
Iteration 9F: 19 clusters Score -1.413351e+08 nChanged 64019
Entering Unmasked Mstep 
Mstep: Class 0 contains 2627 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 168398 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 271567 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 125334 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 19612 members 
Mstep: Class 12 contains 23968 members 
Mstep: Class 13 contains 262643 members 
Mstep: Class 14 contains 6681 members 
Mstep: Class 15 contains 26255 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 19130 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141389968.000000 Penalty: 62375.867188
Iteration 10F: 19 clusters Score -1.4139e+08 nChanged 55972
Entering Unmasked Mstep 
Mstep: Class 0 contains 2403 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 173333 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 278594 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 17459 members 
Mstep: Class 8 contains 131247 members 
Mstep: Class 9 contains 70222 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 11 contains 18931 members 
Mstep: Class 12 contains 24979 members 
Mstep: Class 13 contains 245425 members 
Mstep: Class 14 contains 6116 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 44988 members 
Mstep: Class 17 contains 18669 members 
Mstep: Class 18 contains 16114 members 
Mstep: Class 19 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141437776.000000 Penalty: 62375.867188
Iteration 11Q: 19 clusters Score -1.414378e+08 nChanged 49292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 177470 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 283656 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 135834 members 
Mstep: Class 9 contains 69228 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 25639 members 
Mstep: Class 13 contains 231877 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 36018 members 
Mstep: Class 16 contains 44765 members 
Mstep: Class 17 contains 18942 members 
Mstep: Class 18 contains 15009 members 
Mstep: Class 19 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141463520.000000 Penalty: 62375.867188
Iteration 12Q: 19 clusters Score -1.414635e+08 nChanged 42815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 180991 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 287472 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 139722 members 
Mstep: Class 9 contains 68087 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 25795 members 
Mstep: Class 13 contains 221378 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 39312 members 
Mstep: Class 16 contains 44552 members 
Mstep: Class 17 contains 19798 members 
Mstep: Class 18 contains 14118 members 
Mstep: Class 19 contains 11829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141479760.000000 Penalty: 62375.867188
Iteration 13Q: 19 clusters Score -1.414798e+08 nChanged 38117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 184013 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 290068 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 15287 members 
Mstep: Class 8 contains 143513 members 
Mstep: Class 9 contains 66814 members 
Mstep: Class 10 contains 16553 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 25644 members 
Mstep: Class 13 contains 213140 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 41338 members 
Mstep: Class 16 contains 44372 members 
Mstep: Class 17 contains 21123 members 
Mstep: Class 18 contains 13363 members 
Mstep: Class 19 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141494000.000000 Penalty: 62375.867188
Iteration 14Q: 19 clusters Score -1.41494e+08 nChanged 33605
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 186733 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 291124 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 147552 members 
Mstep: Class 9 contains 65658 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 11 contains 18354 members 
Mstep: Class 12 contains 25310 members 
Mstep: Class 13 contains 206470 members 
Mstep: Class 14 contains 5240 members 
Mstep: Class 15 contains 42351 members 
Mstep: Class 16 contains 44307 members 
Mstep: Class 17 contains 22676 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141505072.000000 Penalty: 62375.867188
Iteration 15Q: 19 clusters Score -1.415051e+08 nChanged 30147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 189384 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 290361 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 14582 members 
Mstep: Class 8 contains 151925 members 
Mstep: Class 9 contains 64536 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 24795 members 
Mstep: Class 13 contains 201194 members 
Mstep: Class 14 contains 5186 members 
Mstep: Class 15 contains 42948 members 
Mstep: Class 16 contains 44274 members 
Mstep: Class 17 contains 24411 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 13473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141513648.000000 Penalty: 62375.867188
Iteration 16Q: 19 clusters Score -1.415136e+08 nChanged 27228
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 192057 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 288093 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 8 contains 156761 members 
Mstep: Class 9 contains 63580 members 
Mstep: Class 10 contains 18874 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 24277 members 
Mstep: Class 13 contains 196556 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 43120 members 
Mstep: Class 16 contains 44282 members 
Mstep: Class 17 contains 26149 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141522640.000000 Penalty: 62375.867188
Iteration 17Q: 19 clusters Score -1.415226e+08 nChanged 24586
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 194561 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 284773 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 14219 members 
Mstep: Class 8 contains 161810 members 
Mstep: Class 9 contains 62704 members 
Mstep: Class 10 contains 19840 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 192481 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 43139 members 
Mstep: Class 16 contains 44339 members 
Mstep: Class 17 contains 27887 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 19 contains 14022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141529312.000000 Penalty: 62375.867188
Iteration 18Q: 19 clusters Score -1.415293e+08 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 197020 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 280494 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 14112 members 
Mstep: Class 8 contains 167240 members 
Mstep: Class 9 contains 61890 members 
Mstep: Class 10 contains 20859 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 23365 members 
Mstep: Class 13 contains 188601 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 43225 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 29490 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 14161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141533600.000000 Penalty: 62375.867188
Iteration 19Q: 19 clusters Score -1.415336e+08 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2371 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 199235 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 275618 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 14026 members 
Mstep: Class 8 contains 173170 members 
Mstep: Class 9 contains 61168 members 
Mstep: Class 10 contains 21916 members 
Mstep: Class 11 contains 18241 members 
Mstep: Class 12 contains 23069 members 
Mstep: Class 13 contains 184778 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 43294 members 
Mstep: Class 16 contains 44520 members 
Mstep: Class 17 contains 30926 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 14157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141560928.000000 Penalty: 62375.867188
Iteration 20F: 19 clusters Score -1.415609e+08 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1935 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 201202 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 270668 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 179341 members 
Mstep: Class 9 contains 60419 members 
Mstep: Class 10 contains 22962 members 
Mstep: Class 11 contains 18231 members 
Mstep: Class 12 contains 23199 members 
Mstep: Class 13 contains 180442 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 43370 members 
Mstep: Class 16 contains 44613 members 
Mstep: Class 17 contains 32988 members 
Mstep: Class 18 contains 10120 members 
Mstep: Class 19 contains 14389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141585728.000000 Penalty: 62375.867188
Iteration 21Q: 19 clusters Score -1.415857e+08 nChanged 20276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 203173 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 265698 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 185839 members 
Mstep: Class 9 contains 59768 members 
Mstep: Class 10 contains 24052 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 175889 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 43478 members 
Mstep: Class 16 contains 44623 members 
Mstep: Class 17 contains 34901 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 14754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141591760.000000 Penalty: 62375.867188
Iteration 22Q: 19 clusters Score -1.415918e+08 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 204947 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 260773 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 13880 members 
Mstep: Class 8 contains 192617 members 
Mstep: Class 9 contains 59252 members 
Mstep: Class 10 contains 25128 members 
Mstep: Class 11 contains 18247 members 
Mstep: Class 12 contains 23292 members 
Mstep: Class 13 contains 171150 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43602 members 
Mstep: Class 16 contains 44614 members 
Mstep: Class 17 contains 36663 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141598736.000000 Penalty: 62375.867188
Iteration 23Q: 19 clusters Score -1.415987e+08 nChanged 18240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 206555 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 255966 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 199359 members 
Mstep: Class 9 contains 58885 members 
Mstep: Class 10 contains 26287 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 23184 members 
Mstep: Class 13 contains 166426 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 43709 members 
Mstep: Class 16 contains 44669 members 
Mstep: Class 17 contains 38265 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 15256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141605680.000000 Penalty: 62375.867188
Iteration 24Q: 19 clusters Score -1.416057e+08 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 207800 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 251190 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 13752 members 
Mstep: Class 8 contains 206309 members 
Mstep: Class 9 contains 58543 members 
Mstep: Class 10 contains 27457 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 12 contains 23076 members 
Mstep: Class 13 contains 161750 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 43841 members 
Mstep: Class 16 contains 44751 members 
Mstep: Class 17 contains 39737 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 15581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141610912.000000 Penalty: 62375.867188
Iteration 25Q: 19 clusters Score -1.416109e+08 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 208768 members 
Mstep: Class 4 contains 3196 members 
Mstep: Class 5 contains 246672 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 213566 members 
Mstep: Class 9 contains 58166 members 
Mstep: Class 10 contains 28666 members 
Mstep: Class 11 contains 18247 members 
Mstep: Class 12 contains 22930 members 
Mstep: Class 13 contains 156879 members 
Mstep: Class 14 contains 3326 members 
Mstep: Class 15 contains 43927 members 
Mstep: Class 16 contains 44864 members 
Mstep: Class 17 contains 40997 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 15921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141616480.000000 Penalty: 62375.867188
Iteration 26Q: 19 clusters Score -1.416165e+08 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 209585 members 
Mstep: Class 4 contains 3191 members 
Mstep: Class 5 contains 242363 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 220730 members 
Mstep: Class 9 contains 57880 members 
Mstep: Class 10 contains 29928 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 22834 members 
Mstep: Class 13 contains 152077 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 44011 members 
Mstep: Class 16 contains 45017 members 
Mstep: Class 17 contains 42076 members 
Mstep: Class 18 contains 8577 members 
Mstep: Class 19 contains 15893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141621632.000000 Penalty: 62375.867188
Iteration 27Q: 19 clusters Score -1.416216e+08 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 210217 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 238240 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 227884 members 
Mstep: Class 9 contains 57622 members 
Mstep: Class 10 contains 31194 members 
Mstep: Class 11 contains 18227 members 
Mstep: Class 12 contains 22785 members 
Mstep: Class 13 contains 147354 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 44100 members 
Mstep: Class 16 contains 45171 members 
Mstep: Class 17 contains 43049 members 
Mstep: Class 18 contains 8471 members 
Mstep: Class 19 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141626416.000000 Penalty: 62375.867188
Iteration 28Q: 19 clusters Score -1.416264e+08 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 210703 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 234357 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 13468 members 
Mstep: Class 8 contains 234947 members 
Mstep: Class 9 contains 57393 members 
Mstep: Class 10 contains 32474 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 22740 members 
Mstep: Class 13 contains 142685 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 44186 members 
Mstep: Class 16 contains 45309 members 
Mstep: Class 17 contains 43886 members 
Mstep: Class 18 contains 8397 members 
Mstep: Class 19 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141630496.000000 Penalty: 62375.867188
Iteration 29Q: 19 clusters Score -1.416305e+08 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 210971 members 
Mstep: Class 4 contains 3188 members 
Mstep: Class 5 contains 230640 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 13389 members 
Mstep: Class 8 contains 241995 members 
Mstep: Class 9 contains 57178 members 
Mstep: Class 10 contains 33710 members 
Mstep: Class 11 contains 18216 members 
Mstep: Class 12 contains 22691 members 
Mstep: Class 13 contains 138128 members 
Mstep: Class 14 contains 2686 members 
Mstep: Class 15 contains 44262 members 
Mstep: Class 16 contains 45426 members 
Mstep: Class 17 contains 44596 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 14585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141633520.000000 Penalty: 62375.867188
Iteration 30Q: 19 clusters Score -1.416335e+08 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 211080 members 
Mstep: Class 4 contains 3188 members 
Mstep: Class 5 contains 226979 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 248924 members 
Mstep: Class 9 contains 56993 members 
Mstep: Class 10 contains 34953 members 
Mstep: Class 11 contains 18213 members 
Mstep: Class 12 contains 22635 members 
Mstep: Class 13 contains 133756 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 44334 members 
Mstep: Class 16 contains 45537 members 
Mstep: Class 17 contains 45273 members 
Mstep: Class 18 contains 8283 members 
Mstep: Class 19 contains 14142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141636000.000000 Penalty: 62375.867188
Iteration 31Q: 19 clusters Score -1.41636e+08 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 211171 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 223258 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 255813 members 
Mstep: Class 9 contains 56800 members 
Mstep: Class 10 contains 36126 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 129622 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 44388 members 
Mstep: Class 16 contains 45643 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141638800.000000 Penalty: 62375.867188
Iteration 32Q: 19 clusters Score -1.416388e+08 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 211155 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 219536 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 262544 members 
Mstep: Class 9 contains 56638 members 
Mstep: Class 10 contains 37263 members 
Mstep: Class 11 contains 18203 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 125806 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 44423 members 
Mstep: Class 16 contains 45746 members 
Mstep: Class 17 contains 46270 members 
Mstep: Class 18 contains 8242 members 
Mstep: Class 19 contains 13375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141642336.000000 Penalty: 62375.867188
Iteration 33Q: 19 clusters Score -1.416423e+08 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 211097 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 215713 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 269240 members 
Mstep: Class 9 contains 56476 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 22535 members 
Mstep: Class 13 contains 122253 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 44438 members 
Mstep: Class 16 contains 45815 members 
Mstep: Class 17 contains 46667 members 
Mstep: Class 18 contains 8224 members 
Mstep: Class 19 contains 13066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141644672.000000 Penalty: 62375.867188
Iteration 34Q: 19 clusters Score -1.416447e+08 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 211023 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 211900 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 12607 members 
Mstep: Class 8 contains 275657 members 
Mstep: Class 9 contains 56329 members 
Mstep: Class 10 contains 39429 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 22515 members 
Mstep: Class 13 contains 119062 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 44401 members 
Mstep: Class 16 contains 45875 members 
Mstep: Class 17 contains 46898 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 12797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141645792.000000 Penalty: 62375.867188
Iteration 35Q: 19 clusters Score -1.416458e+08 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 210874 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 208053 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 12465 members 
Mstep: Class 8 contains 281903 members 
Mstep: Class 9 contains 56184 members 
Mstep: Class 10 contains 40402 members 
Mstep: Class 11 contains 18195 members 
Mstep: Class 12 contains 22497 members 
Mstep: Class 13 contains 116235 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 44379 members 
Mstep: Class 16 contains 45904 members 
Mstep: Class 17 contains 47068 members 
Mstep: Class 18 contains 8192 members 
Mstep: Class 19 contains 12598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141647792.000000 Penalty: 62375.867188
Iteration 36Q: 19 clusters Score -1.416478e+08 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 210701 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 204334 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 12357 members 
Mstep: Class 8 contains 287820 members 
Mstep: Class 9 contains 56066 members 
Mstep: Class 10 contains 41357 members 
Mstep: Class 11 contains 18209 members 
Mstep: Class 12 contains 22477 members 
Mstep: Class 13 contains 113658 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 44334 members 
Mstep: Class 16 contains 45950 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 8183 members 
Mstep: Class 19 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141649056.000000 Penalty: 62375.867188
Iteration 37Q: 19 clusters Score -1.416491e+08 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 210459 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 200870 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 12276 members 
Mstep: Class 8 contains 293467 members 
Mstep: Class 9 contains 55901 members 
Mstep: Class 10 contains 42215 members 
Mstep: Class 11 contains 18205 members 
Mstep: Class 12 contains 22431 members 
Mstep: Class 13 contains 111378 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 44275 members 
Mstep: Class 16 contains 45984 members 
Mstep: Class 17 contains 47252 members 
Mstep: Class 18 contains 8183 members 
Mstep: Class 19 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141650688.000000 Penalty: 62375.867188
Iteration 38Q: 19 clusters Score -1.416507e+08 nChanged 11006
Entering ConstructFrom: 
Score: -141650688.000000 Penalty: 62375.867188
Entering ConstructFrom: 
Trying to split cluster 1 (36417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Entering Unmasked Estep 
Score: -4423450.500000 Penalty: 2604.692383
	Iteration 0F: 2 clusters Score -4423450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4398668.000000 Penalty: 5209.384766
	Iteration 0F: 3 clusters Score -4398668 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4407863.000000 Penalty: 5209.384766
	Iteration 1F: 3 clusters Score -4407863 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4408680.500000 Penalty: 5209.384766
	Iteration 2Q: 3 clusters Score -4408680 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4409701.000000 Penalty: 5209.384766
	Iteration 3F: 3 clusters Score -4409701 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4411118.000000 Penalty: 5209.384766
	Iteration 4F: 3 clusters Score -4411118 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4413119.000000 Penalty: 5209.384766
	Iteration 5F: 3 clusters Score -4413119 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4415574.000000 Penalty: 5209.384766
	Iteration 6F: 3 clusters Score -4415574 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4418109.000000 Penalty: 5209.384766
	Iteration 7F: 3 clusters Score -4418109 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4420047.000000 Penalty: 5209.384766
	Iteration 8F: 3 clusters Score -4420047 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4421193.500000 Penalty: 5209.384766
	Iteration 9F: 3 clusters Score -4421194 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4421800.000000 Penalty: 5209.384766
	Iteration 10Q: 3 clusters Score -4421800 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4422190.500000 Penalty: 5209.384766
	Iteration 11Q: 3 clusters Score -4422190 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4422500.500000 Penalty: 5209.384766
	Iteration 12Q: 3 clusters Score -4422500 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4422763.000000 Penalty: 5209.384766
	Iteration 13Q: 3 clusters Score -4422763 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4422998.000000 Penalty: 5209.384766
	Iteration 14Q: 3 clusters Score -4422998 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4423203.500000 Penalty: 5209.384766
	Iteration 15Q: 3 clusters Score -4423204 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4423411.000000 Penalty: 5209.384766
	Iteration 16Q: 3 clusters Score -4423411 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4423614.500000 Penalty: 5209.384766
	Iteration 17Q: 3 clusters Score -4423614 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4423891.500000 Penalty: 5209.384766
	Iteration 18Q: 3 clusters Score -4423892 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4424245.000000 Penalty: 5209.384766
	Iteration 19Q: 3 clusters Score -4424245 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4424808.000000 Penalty: 5209.384766
	Iteration 20F: 3 clusters Score -4424808 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4425672.500000 Penalty: 5209.384766
	Iteration 21Q: 3 clusters Score -4425672 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4426801.500000 Penalty: 5209.384766
	Iteration 22Q: 3 clusters Score -4426802 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4427870.500000 Penalty: 5209.384766
	Iteration 23Q: 3 clusters Score -4427870 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4428943.000000 Penalty: 5209.384766
	Iteration 24Q: 3 clusters Score -4428943 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4430119.500000 Penalty: 5209.384766
	Iteration 25Q: 3 clusters Score -4430120 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4431294.000000 Penalty: 5209.384766
	Iteration 26Q: 3 clusters Score -4431294 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4432330.000000 Penalty: 5209.384766
	Iteration 27Q: 3 clusters Score -4432330 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -4433026.500000 Penalty: 5209.384766
	Iteration 28Q: 3 clusters Score -4433026 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4433445.500000 Penalty: 5209.384766
	Iteration 29Q: 3 clusters Score -4433446 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4433635.500000 Penalty: 5209.384766
	Iteration 30Q: 3 clusters Score -4433636 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4433704.000000 Penalty: 5209.384766
	Iteration 31Q: 3 clusters Score -4433704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4433754.500000 Penalty: 5209.384766
	Iteration 32Q: 3 clusters Score -4433754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4433777.500000 Penalty: 5209.384766
	Iteration 33Q: 3 clusters Score -4433778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4433798.500000 Penalty: 5209.384766
	Iteration 34Q: 3 clusters Score -4433798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4433808.000000 Penalty: 5209.384766
	Iteration 35Q: 3 clusters Score -4433808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4433800.000000 Penalty: 5209.384766
	Iteration 36Q: 3 clusters Score -4433800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -4433814.000000 Penalty: 5209.384766
	Iteration 37Q: 3 clusters Score -4433814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4433818.500000 Penalty: 5209.384766
	Iteration 38Q: 3 clusters Score -4433818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4433825.500000 Penalty: 5209.384766
	Iteration 39Q: 3 clusters Score -4433826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4433837.000000 Penalty: 5209.384766
	Iteration 40F: 3 clusters Score -4433837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4433836.500000 Penalty: 5209.384766
	Iteration 41Q: 3 clusters Score -4433836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4433838.500000 Penalty: 5209.384766
	Iteration 42Q: 3 clusters Score -4433838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4433835.000000 Penalty: 5209.384766
	Iteration 43Q: 3 clusters Score -4433835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4433837.500000 Penalty: 5209.384766
	Iteration 44Q: 3 clusters Score -4433838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4433840.500000 Penalty: 5209.384766
	Iteration 45Q: 3 clusters Score -4433840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4433840.000000 Penalty: 5209.384766
	Iteration 46Q: 3 clusters Score -4433840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4433838.500000 Penalty: 5209.384766
	Iteration 47Q: 3 clusters Score -4433838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4433841.500000 Penalty: 5209.384766
	Iteration 48Q: 3 clusters Score -4433842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4433838.500000 Penalty: 5209.384766
	Iteration 49Q: 3 clusters Score -4433838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4433844.500000 Penalty: 5209.384766
	Iteration 50Q: 3 clusters Score -4433844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4433844.500000 Penalty: 5209.384766
	Iteration 51F: 3 clusters Score -4433844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 55777 members 
Mstep: Class 10 contains 43062 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Entering Unmasked Estep 
Score: -141660736.000000 Penalty: 65841.195312
Splitting cluster 1 changes total score from -141650688.000000 to -141660736.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (210149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210149 members 
Entering Unmasked Estep 
Score: -25889386.000000 Penalty: 3039.381836
	Iteration 0F: 2 clusters Score -2.588939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -25751112.000000 Penalty: 6078.763672
	Iteration 0F: 3 clusters Score -2.575111e+07 nChanged 101004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -25810996.000000 Penalty: 6078.763672
	Iteration 1F: 3 clusters Score -2.5811e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -25814030.000000 Penalty: 6078.763672
	Iteration 2Q: 3 clusters Score -2.581403e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -25818522.000000 Penalty: 6078.763672
	Iteration 3Q: 3 clusters Score -2.581852e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -25824248.000000 Penalty: 6078.763672
	Iteration 4F: 3 clusters Score -2.582425e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -25831278.000000 Penalty: 6078.763672
	Iteration 5F: 3 clusters Score -2.583128e+07 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -25839080.000000 Penalty: 6078.763672
	Iteration 6F: 3 clusters Score -2.583908e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -25846560.000000 Penalty: 6078.763672
	Iteration 7F: 3 clusters Score -2.584656e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -25853698.000000 Penalty: 6078.763672
	Iteration 8F: 3 clusters Score -2.58537e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -25860432.000000 Penalty: 6078.763672
	Iteration 9F: 3 clusters Score -2.586043e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -25866752.000000 Penalty: 6078.763672
	Iteration 10Q: 3 clusters Score -2.586675e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -25872768.000000 Penalty: 6078.763672
	Iteration 11Q: 3 clusters Score -2.587277e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192567 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -25877572.000000 Penalty: 6078.763672
	Iteration 12Q: 3 clusters Score -2.587757e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -25881182.000000 Penalty: 6078.763672
	Iteration 13Q: 3 clusters Score -2.588118e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202407 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -25883656.000000 Penalty: 6078.763672
	Iteration 14Q: 3 clusters Score -2.588366e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204958 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -25885044.000000 Penalty: 6078.763672
	Iteration 15Q: 3 clusters Score -2.588504e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25885938.000000 Penalty: 6078.763672
	Iteration 16Q: 3 clusters Score -2.588594e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207261 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25886406.000000 Penalty: 6078.763672
	Iteration 17Q: 3 clusters Score -2.588641e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207777 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -25886734.000000 Penalty: 6078.763672
	Iteration 18Q: 3 clusters Score -2.588673e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208063 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -25886886.000000 Penalty: 6078.763672
	Iteration 19Q: 3 clusters Score -2.588689e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -25886920.000000 Penalty: 6078.763672
	Iteration 20F: 3 clusters Score -2.588692e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208341 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -25887008.000000 Penalty: 6078.763672
	Iteration 21Q: 3 clusters Score -2.588701e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208418 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -25887076.000000 Penalty: 6078.763672
	Iteration 22Q: 3 clusters Score -2.588708e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208473 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -25887078.000000 Penalty: 6078.763672
	Iteration 23Q: 3 clusters Score -2.588708e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208529 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25887096.000000 Penalty: 6078.763672
	Iteration 24Q: 3 clusters Score -2.58871e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208570 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25887126.000000 Penalty: 6078.763672
	Iteration 25Q: 3 clusters Score -2.588713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -25887160.000000 Penalty: 6078.763672
	Iteration 26Q: 3 clusters Score -2.588716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208631 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25887174.000000 Penalty: 6078.763672
	Iteration 27Q: 3 clusters Score -2.588717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208653 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -25887168.000000 Penalty: 6078.763672
	Iteration 28Q: 3 clusters Score -2.588717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208668 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -25887160.000000 Penalty: 6078.763672
	Iteration 29Q: 3 clusters Score -2.588716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208688 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -25887174.000000 Penalty: 6078.763672
	Iteration 30Q: 3 clusters Score -2.588717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208717 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -25887190.000000 Penalty: 6078.763672
	Iteration 31Q: 3 clusters Score -2.588719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208749 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -25887202.000000 Penalty: 6078.763672
	Iteration 32Q: 3 clusters Score -2.58872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208770 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -25887214.000000 Penalty: 6078.763672
	Iteration 33Q: 3 clusters Score -2.588721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208787 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -25887236.000000 Penalty: 6078.763672
	Iteration 34Q: 3 clusters Score -2.588724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25887236.000000 Penalty: 6078.763672
	Iteration 35Q: 3 clusters Score -2.588724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -25887252.000000 Penalty: 6078.763672
	Iteration 36Q: 3 clusters Score -2.588725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208811 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -25887236.000000 Penalty: 6078.763672
	Iteration 37Q: 3 clusters Score -2.588724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208822 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -25887248.000000 Penalty: 6078.763672
	Iteration 38Q: 3 clusters Score -2.588725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208827 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -25887258.000000 Penalty: 6078.763672
	Iteration 39Q: 3 clusters Score -2.588726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208833 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -25887272.000000 Penalty: 6078.763672
	Iteration 40F: 3 clusters Score -2.588727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208837 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -25887272.000000 Penalty: 6078.763672
	Iteration 41Q: 3 clusters Score -2.588727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208843 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -25887250.000000 Penalty: 6078.763672
	Iteration 42Q: 3 clusters Score -2.588725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25887250.000000 Penalty: 6078.763672
	Iteration 43Q: 3 clusters Score -2.588725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208849 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -25887258.000000 Penalty: 6078.763672
	Iteration 44Q: 3 clusters Score -2.588726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25887264.000000 Penalty: 6078.763672
	Iteration 45Q: 3 clusters Score -2.588726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25887254.000000 Penalty: 6078.763672
	Iteration 46Q: 3 clusters Score -2.588725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25887262.000000 Penalty: 6078.763672
	Iteration 47Q: 3 clusters Score -2.588726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25887262.000000 Penalty: 6078.763672
	Iteration 48F: 3 clusters Score -2.588726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -335207.750000 Penalty: 2002.049316
	Iteration 0F: 2 clusters Score -335207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -332043.156250 Penalty: 4004.098633
	Iteration 0F: 3 clusters Score -332043.2 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -333490.250000 Penalty: 4004.098633
	Iteration 1F: 3 clusters Score -333490.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -334233.218750 Penalty: 4004.098633
	Iteration 2F: 3 clusters Score -334233.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -335017.250000 Penalty: 4004.098633
	Iteration 3F: 3 clusters Score -335017.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336004.187500 Penalty: 4004.098633
	Iteration 4F: 3 clusters Score -336004.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -337019.875000 Penalty: 4004.098633
	Iteration 5F: 3 clusters Score -337019.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -337916.968750 Penalty: 4004.098633
	Iteration 6F: 3 clusters Score -337917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -338907.281250 Penalty: 4004.098633
	Iteration 7F: 3 clusters Score -338907.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -340537.156250 Penalty: 4004.098633
	Iteration 8F: 3 clusters Score -340537.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -341817.312500 Penalty: 4004.098633
	Iteration 9F: 3 clusters Score -341817.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -343070.625000 Penalty: 4004.098633
	Iteration 10F: 3 clusters Score -343070.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -344962.375000 Penalty: 4004.098633
	Iteration 11F: 3 clusters Score -344962.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -346475.000000 Penalty: 4004.098633
	Iteration 12Q: 3 clusters Score -346475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -347353.375000 Penalty: 4004.098633
	Iteration 13Q: 3 clusters Score -347353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -347353.375000 Penalty: 4004.098633
	Iteration 14F: 3 clusters Score -347353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 55777 members 
Mstep: Class 10 contains 43062 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Entering Unmasked Estep 
Score: -141672608.000000 Penalty: 69306.515625
Splitting cluster 4 changes total score from -141650688.000000 to -141672608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (197568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197568 members 
Entering Unmasked Estep 
Score: -24735506.000000 Penalty: 3024.071777
	Iteration 0F: 2 clusters Score -2.473551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -24605002.000000 Penalty: 6048.143555
	Iteration 0F: 3 clusters Score -2.4605e+07 nChanged 94979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -24661186.000000 Penalty: 6048.143555
	Iteration 1F: 3 clusters Score -2.466119e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -24663416.000000 Penalty: 6048.143555
	Iteration 2Q: 3 clusters Score -2.466342e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -24666852.000000 Penalty: 6048.143555
	Iteration 3Q: 3 clusters Score -2.466685e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -24671386.000000 Penalty: 6048.143555
	Iteration 4Q: 3 clusters Score -2.467139e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -24677426.000000 Penalty: 6048.143555
	Iteration 5F: 3 clusters Score -2.467743e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -24685040.000000 Penalty: 6048.143555
	Iteration 6F: 3 clusters Score -2.468504e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -24694438.000000 Penalty: 6048.143555
	Iteration 7F: 3 clusters Score -2.469444e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -24705360.000000 Penalty: 6048.143555
	Iteration 8F: 3 clusters Score -2.470536e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -24715674.000000 Penalty: 6048.143555
	Iteration 9F: 3 clusters Score -2.471567e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -24723330.000000 Penalty: 6048.143555
	Iteration 10Q: 3 clusters Score -2.472333e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189254 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -24727868.000000 Penalty: 6048.143555
	Iteration 11Q: 3 clusters Score -2.472787e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -24730348.000000 Penalty: 6048.143555
	Iteration 12Q: 3 clusters Score -2.473035e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194199 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -24731560.000000 Penalty: 6048.143555
	Iteration 13Q: 3 clusters Score -2.473156e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195102 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -24732294.000000 Penalty: 6048.143555
	Iteration 14Q: 3 clusters Score -2.473229e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24732766.000000 Penalty: 6048.143555
	Iteration 15Q: 3 clusters Score -2.473277e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -24733006.000000 Penalty: 6048.143555
	Iteration 16Q: 3 clusters Score -2.473301e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195771 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24733138.000000 Penalty: 6048.143555
	Iteration 17Q: 3 clusters Score -2.473314e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195802 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -24733270.000000 Penalty: 6048.143555
	Iteration 18Q: 3 clusters Score -2.473327e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195828 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24733318.000000 Penalty: 6048.143555
	Iteration 19Q: 3 clusters Score -2.473332e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -24733342.000000 Penalty: 6048.143555
	Iteration 20F: 3 clusters Score -2.473334e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195879 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -24733404.000000 Penalty: 6048.143555
	Iteration 21Q: 3 clusters Score -2.47334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195888 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -24733438.000000 Penalty: 6048.143555
	Iteration 22Q: 3 clusters Score -2.473344e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -24733500.000000 Penalty: 6048.143555
	Iteration 23Q: 3 clusters Score -2.47335e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195908 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -24733516.000000 Penalty: 6048.143555
	Iteration 24Q: 3 clusters Score -2.473352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24733542.000000 Penalty: 6048.143555
	Iteration 25Q: 3 clusters Score -2.473354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195883 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -24733522.000000 Penalty: 6048.143555
	Iteration 26Q: 3 clusters Score -2.473352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195882 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24733544.000000 Penalty: 6048.143555
	Iteration 27Q: 3 clusters Score -2.473354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24733546.000000 Penalty: 6048.143555
	Iteration 28Q: 3 clusters Score -2.473355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195879 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -24733540.000000 Penalty: 6048.143555
	Iteration 29Q: 3 clusters Score -2.473354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195871 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24733598.000000 Penalty: 6048.143555
	Iteration 30Q: 3 clusters Score -2.47336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24733608.000000 Penalty: 6048.143555
	Iteration 31Q: 3 clusters Score -2.473361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -24733614.000000 Penalty: 6048.143555
	Iteration 32Q: 3 clusters Score -2.473361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195858 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -24733626.000000 Penalty: 6048.143555
	Iteration 33Q: 3 clusters Score -2.473363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195857 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -24733612.000000 Penalty: 6048.143555
	Iteration 34Q: 3 clusters Score -2.473361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24733628.000000 Penalty: 6048.143555
	Iteration 35Q: 3 clusters Score -2.473363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24733642.000000 Penalty: 6048.143555
	Iteration 36Q: 3 clusters Score -2.473364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -24733640.000000 Penalty: 6048.143555
	Iteration 37Q: 3 clusters Score -2.473364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195815 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24733636.000000 Penalty: 6048.143555
	Iteration 38Q: 3 clusters Score -2.473364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24733642.000000 Penalty: 6048.143555
	Iteration 39Q: 3 clusters Score -2.473364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24733660.000000 Penalty: 6048.143555
	Iteration 40F: 3 clusters Score -2.473366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195790 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -24733644.000000 Penalty: 6048.143555
	Iteration 41Q: 3 clusters Score -2.473364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195783 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -24733630.000000 Penalty: 6048.143555
	Iteration 42Q: 3 clusters Score -2.473363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195777 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24733632.000000 Penalty: 6048.143555
	Iteration 43Q: 3 clusters Score -2.473363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -24733642.000000 Penalty: 6048.143555
	Iteration 44Q: 3 clusters Score -2.473364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195767 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24733648.000000 Penalty: 6048.143555
	Iteration 45Q: 3 clusters Score -2.473365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195758 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -24733640.000000 Penalty: 6048.143555
	Iteration 46Q: 3 clusters Score -2.473364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -24733642.000000 Penalty: 6048.143555
	Iteration 47Q: 3 clusters Score -2.473364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195744 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -24733652.000000 Penalty: 6048.143555
	Iteration 48Q: 3 clusters Score -2.473365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195732 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24733662.000000 Penalty: 6048.143555
	Iteration 49Q: 3 clusters Score -2.473366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195723 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -24733676.000000 Penalty: 6048.143555
	Iteration 50Q: 3 clusters Score -2.473368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195709 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -24733688.000000 Penalty: 6048.143555
	Iteration 51Q: 3 clusters Score -2.473369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195696 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -24733692.000000 Penalty: 6048.143555
	Iteration 52Q: 3 clusters Score -2.473369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -24733694.000000 Penalty: 6048.143555
	Iteration 53Q: 3 clusters Score -2.473369e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195675 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -24733682.000000 Penalty: 6048.143555
	Iteration 54Q: 3 clusters Score -2.473368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195673 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -24733704.000000 Penalty: 6048.143555
	Iteration 55Q: 3 clusters Score -2.47337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195665 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -24733700.000000 Penalty: 6048.143555
	Iteration 56Q: 3 clusters Score -2.47337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195650 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24733708.000000 Penalty: 6048.143555
	Iteration 57Q: 3 clusters Score -2.473371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195644 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -24733712.000000 Penalty: 6048.143555
	Iteration 58Q: 3 clusters Score -2.473371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195634 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -24733730.000000 Penalty: 6048.143555
	Iteration 59Q: 3 clusters Score -2.473373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195626 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -24733740.000000 Penalty: 6048.143555
	Iteration 60F: 3 clusters Score -2.473374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195624 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -24733730.000000 Penalty: 6048.143555
	Iteration 61Q: 3 clusters Score -2.473373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195616 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24733734.000000 Penalty: 6048.143555
	Iteration 62Q: 3 clusters Score -2.473373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195613 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -24733730.000000 Penalty: 6048.143555
	Iteration 63Q: 3 clusters Score -2.473373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195612 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24733744.000000 Penalty: 6048.143555
	Iteration 64Q: 3 clusters Score -2.473374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24733726.000000 Penalty: 6048.143555
	Iteration 65Q: 3 clusters Score -2.473373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195608 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24733734.000000 Penalty: 6048.143555
	Iteration 66Q: 3 clusters Score -2.473373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24733716.000000 Penalty: 6048.143555
	Iteration 67Q: 3 clusters Score -2.473372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195602 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -24733718.000000 Penalty: 6048.143555
	Iteration 68Q: 3 clusters Score -2.473372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195596 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -24733730.000000 Penalty: 6048.143555
	Iteration 69Q: 3 clusters Score -2.473373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195592 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -24733734.000000 Penalty: 6048.143555
	Iteration 70Q: 3 clusters Score -2.473373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195590 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -24733732.000000 Penalty: 6048.143555
	Iteration 71Q: 3 clusters Score -2.473373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24733748.000000 Penalty: 6048.143555
	Iteration 72Q: 3 clusters Score -2.473375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195585 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -24733732.000000 Penalty: 6048.143555
	Iteration 73Q: 3 clusters Score -2.473373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195582 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24733746.000000 Penalty: 6048.143555
	Iteration 74Q: 3 clusters Score -2.473375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195582 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24733748.000000 Penalty: 6048.143555
	Iteration 75Q: 3 clusters Score -2.473375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195582 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24733748.000000 Penalty: 6048.143555
	Iteration 76Q: 3 clusters Score -2.473375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195582 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -24733748.000000 Penalty: 6048.143555
	Iteration 77F: 3 clusters Score -2.473375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -150050.609375 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -150050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148158.296875 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -148158.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -149086.546875 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -149086.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149809.890625 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -149809.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -150657.265625 Penalty: 3579.488037
	Iteration 3F: 3 clusters Score -150657.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -151532.859375 Penalty: 3579.488037
	Iteration 4F: 3 clusters Score -151532.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -151753.968750 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -151754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -151809.031250 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -151809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -151834.015625 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -151834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -151862.500000 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -151862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -151881.453125 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -151881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -151886.671875 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -151886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -151896.453125 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -151896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -151905.562500 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -151905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -151905.562500 Penalty: 3579.488037
	Iteration 13F: 3 clusters Score -151905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 55777 members 
Mstep: Class 10 contains 43062 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Entering Unmasked Estep 
Score: -141672176.000000 Penalty: 72771.843750
Splitting cluster 6 changes total score from -141650688.000000 to -141672176.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (12223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Entering Unmasked Estep 
Score: -1461263.500000 Penalty: 2333.946533
	Iteration 0F: 2 clusters Score -1461264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1452329.750000 Penalty: 4667.893066
	Iteration 0F: 3 clusters Score -1452330 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1455189.625000 Penalty: 4667.893066
	Iteration 1F: 3 clusters Score -1455190 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1455807.750000 Penalty: 4667.893066
	Iteration 2F: 3 clusters Score -1455808 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1456424.125000 Penalty: 4667.893066
	Iteration 3F: 3 clusters Score -1456424 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1456967.125000 Penalty: 4667.893066
	Iteration 4F: 3 clusters Score -1456967 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1457421.625000 Penalty: 4667.893066
	Iteration 5F: 3 clusters Score -1457422 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1457763.250000 Penalty: 4667.893066
	Iteration 6Q: 3 clusters Score -1457763 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1458129.375000 Penalty: 4667.893066
	Iteration 7Q: 3 clusters Score -1458129 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1458602.375000 Penalty: 4667.893066
	Iteration 8Q: 3 clusters Score -1458602 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1459159.125000 Penalty: 4667.893066
	Iteration 9Q: 3 clusters Score -1459159 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1459656.000000 Penalty: 4667.893066
	Iteration 10Q: 3 clusters Score -1459656 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1460044.875000 Penalty: 4667.893066
	Iteration 11Q: 3 clusters Score -1460045 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1460315.250000 Penalty: 4667.893066
	Iteration 12Q: 3 clusters Score -1460315 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1460494.875000 Penalty: 4667.893066
	Iteration 13Q: 3 clusters Score -1460495 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1460597.500000 Penalty: 4667.893066
	Iteration 14Q: 3 clusters Score -1460598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1460647.625000 Penalty: 4667.893066
	Iteration 15Q: 3 clusters Score -1460648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1460679.750000 Penalty: 4667.893066
	Iteration 16Q: 3 clusters Score -1460680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1460693.500000 Penalty: 4667.893066
	Iteration 17Q: 3 clusters Score -1460694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1460707.000000 Penalty: 4667.893066
	Iteration 18Q: 3 clusters Score -1460707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1460725.125000 Penalty: 4667.893066
	Iteration 19Q: 3 clusters Score -1460725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1460734.750000 Penalty: 4667.893066
	Iteration 20F: 3 clusters Score -1460735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1460740.125000 Penalty: 4667.893066
	Iteration 21Q: 3 clusters Score -1460740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1460740.750000 Penalty: 4667.893066
	Iteration 22Q: 3 clusters Score -1460741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1460742.250000 Penalty: 4667.893066
	Iteration 23Q: 3 clusters Score -1460742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1460746.375000 Penalty: 4667.893066
	Iteration 24Q: 3 clusters Score -1460746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1460743.125000 Penalty: 4667.893066
	Iteration 25Q: 3 clusters Score -1460743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1460747.125000 Penalty: 4667.893066
	Iteration 26Q: 3 clusters Score -1460747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1460747.250000 Penalty: 4667.893066
	Iteration 27Q: 3 clusters Score -1460747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1460749.250000 Penalty: 4667.893066
	Iteration 28Q: 3 clusters Score -1460749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1460750.500000 Penalty: 4667.893066
	Iteration 29Q: 3 clusters Score -1460750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1460753.875000 Penalty: 4667.893066
	Iteration 30Q: 3 clusters Score -1460754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1460758.125000 Penalty: 4667.893066
	Iteration 31Q: 3 clusters Score -1460758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1460756.875000 Penalty: 4667.893066
	Iteration 32Q: 3 clusters Score -1460757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1460753.500000 Penalty: 4667.893066
	Iteration 33Q: 3 clusters Score -1460754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1460757.375000 Penalty: 4667.893066
	Iteration 34Q: 3 clusters Score -1460757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1460758.750000 Penalty: 4667.893066
	Iteration 35Q: 3 clusters Score -1460759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1460759.000000 Penalty: 4667.893066
	Iteration 36Q: 3 clusters Score -1460759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1460763.000000 Penalty: 4667.893066
	Iteration 37Q: 3 clusters Score -1460763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1460762.250000 Penalty: 4667.893066
	Iteration 38Q: 3 clusters Score -1460762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1460759.250000 Penalty: 4667.893066
	Iteration 39Q: 3 clusters Score -1460759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1460761.500000 Penalty: 4667.893066
	Iteration 40F: 3 clusters Score -1460762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1460761.000000 Penalty: 4667.893066
	Iteration 41Q: 3 clusters Score -1460761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1460760.000000 Penalty: 4667.893066
	Iteration 42Q: 3 clusters Score -1460760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1460759.625000 Penalty: 4667.893066
	Iteration 43Q: 3 clusters Score -1460760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1460760.375000 Penalty: 4667.893066
	Iteration 44Q: 3 clusters Score -1460760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1460758.875000 Penalty: 4667.893066
	Iteration 45Q: 3 clusters Score -1460759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1460762.250000 Penalty: 4667.893066
	Iteration 46Q: 3 clusters Score -1460762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1460761.875000 Penalty: 4667.893066
	Iteration 47Q: 3 clusters Score -1460762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1460764.250000 Penalty: 4667.893066
	Iteration 48Q: 3 clusters Score -1460764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1460765.250000 Penalty: 4667.893066
	Iteration 49Q: 3 clusters Score -1460765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1460764.625000 Penalty: 4667.893066
	Iteration 50Q: 3 clusters Score -1460765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1460765.750000 Penalty: 4667.893066
	Iteration 51Q: 3 clusters Score -1460766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1460766.000000 Penalty: 4667.893066
	Iteration 52Q: 3 clusters Score -1460766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1460766.500000 Penalty: 4667.893066
	Iteration 53Q: 3 clusters Score -1460766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1460767.000000 Penalty: 4667.893066
	Iteration 54Q: 3 clusters Score -1460767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1460766.250000 Penalty: 4667.893066
	Iteration 55Q: 3 clusters Score -1460766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1460767.375000 Penalty: 4667.893066
	Iteration 56Q: 3 clusters Score -1460767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1460767.875000 Penalty: 4667.893066
	Iteration 57Q: 3 clusters Score -1460768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1460767.875000 Penalty: 4667.893066
	Iteration 58F: 3 clusters Score -1460768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (298740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298740 members 
Entering Unmasked Estep 
Score: -37491012.000000 Penalty: 3126.617676
	Iteration 0F: 2 clusters Score -3.749101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -37296408.000000 Penalty: 6253.235352
	Iteration 0F: 3 clusters Score -3.729641e+07 nChanged 144553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -37381568.000000 Penalty: 6253.235352
	Iteration 1F: 3 clusters Score -3.738157e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -37382816.000000 Penalty: 6253.235352
	Iteration 2Q: 3 clusters Score -3.738282e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -37384344.000000 Penalty: 6253.235352
	Iteration 3Q: 3 clusters Score -3.738434e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130724 members 
Mstep: Class 2 contains 168016 members 
Entering Unmasked Estep 
Score: -37387068.000000 Penalty: 6253.235352
	Iteration 4Q: 3 clusters Score -3.738707e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 178503 members 
Entering Unmasked Estep 
Score: -37391900.000000 Penalty: 6253.235352
	Iteration 5Q: 3 clusters Score -3.73919e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 194046 members 
Entering Unmasked Estep 
Score: -37400964.000000 Penalty: 6253.235352
	Iteration 6F: 3 clusters Score -3.740096e+07 nChanged 22051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 215591 members 
Entering Unmasked Estep 
Score: -37417336.000000 Penalty: 6253.235352
	Iteration 7F: 3 clusters Score -3.741734e+07 nChanged 26379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 241778 members 
Entering Unmasked Estep 
Score: -37440820.000000 Penalty: 6253.235352
	Iteration 8F: 3 clusters Score -3.744082e+07 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 266001 members 
Entering Unmasked Estep 
Score: -37463052.000000 Penalty: 6253.235352
	Iteration 9F: 3 clusters Score -3.746305e+07 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 281832 members 
Entering Unmasked Estep 
Score: -37476896.000000 Penalty: 6253.235352
	Iteration 10F: 3 clusters Score -3.74769e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 289726 members 
Entering Unmasked Estep 
Score: -37483284.000000 Penalty: 6253.235352
	Iteration 11Q: 3 clusters Score -3.748328e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 293394 members 
Entering Unmasked Estep 
Score: -37486096.000000 Penalty: 6253.235352
	Iteration 12Q: 3 clusters Score -3.74861e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 295030 members 
Entering Unmasked Estep 
Score: -37487392.000000 Penalty: 6253.235352
	Iteration 13Q: 3 clusters Score -3.748739e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 295809 members 
Entering Unmasked Estep 
Score: -37487904.000000 Penalty: 6253.235352
	Iteration 14Q: 3 clusters Score -3.74879e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 296219 members 
Entering Unmasked Estep 
Score: -37488256.000000 Penalty: 6253.235352
	Iteration 15Q: 3 clusters Score -3.748826e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 296448 members 
Entering Unmasked Estep 
Score: -37488404.000000 Penalty: 6253.235352
	Iteration 16Q: 3 clusters Score -3.74884e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 296565 members 
Entering Unmasked Estep 
Score: -37488572.000000 Penalty: 6253.235352
	Iteration 17Q: 3 clusters Score -3.748857e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 296618 members 
Entering Unmasked Estep 
Score: -37488660.000000 Penalty: 6253.235352
	Iteration 18Q: 3 clusters Score -3.748866e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 296652 members 
Entering Unmasked Estep 
Score: -37488748.000000 Penalty: 6253.235352
	Iteration 19Q: 3 clusters Score -3.748875e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 296654 members 
Entering Unmasked Estep 
Score: -37488792.000000 Penalty: 6253.235352
	Iteration 20F: 3 clusters Score -3.748879e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 296642 members 
Entering Unmasked Estep 
Score: -37488840.000000 Penalty: 6253.235352
	Iteration 21Q: 3 clusters Score -3.748884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 296633 members 
Entering Unmasked Estep 
Score: -37488856.000000 Penalty: 6253.235352
	Iteration 22Q: 3 clusters Score -3.748886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 296618 members 
Entering Unmasked Estep 
Score: -37488876.000000 Penalty: 6253.235352
	Iteration 23Q: 3 clusters Score -3.748888e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 296607 members 
Entering Unmasked Estep 
Score: -37488884.000000 Penalty: 6253.235352
	Iteration 24Q: 3 clusters Score -3.748888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 296610 members 
Entering Unmasked Estep 
Score: -37488876.000000 Penalty: 6253.235352
	Iteration 25Q: 3 clusters Score -3.748888e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 296609 members 
Entering Unmasked Estep 
Score: -37488908.000000 Penalty: 6253.235352
	Iteration 26Q: 3 clusters Score -3.748891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 296603 members 
Entering Unmasked Estep 
Score: -37488908.000000 Penalty: 6253.235352
	Iteration 27Q: 3 clusters Score -3.748891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 296602 members 
Entering Unmasked Estep 
Score: -37488916.000000 Penalty: 6253.235352
	Iteration 28Q: 3 clusters Score -3.748892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 296607 members 
Entering Unmasked Estep 
Score: -37488944.000000 Penalty: 6253.235352
	Iteration 29Q: 3 clusters Score -3.748894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 296603 members 
Entering Unmasked Estep 
Score: -37488964.000000 Penalty: 6253.235352
	Iteration 30Q: 3 clusters Score -3.748896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 296610 members 
Entering Unmasked Estep 
Score: -37488988.000000 Penalty: 6253.235352
	Iteration 31Q: 3 clusters Score -3.748899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 296613 members 
Entering Unmasked Estep 
Score: -37489012.000000 Penalty: 6253.235352
	Iteration 32Q: 3 clusters Score -3.748901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 296616 members 
Entering Unmasked Estep 
Score: -37488964.000000 Penalty: 6253.235352
	Iteration 33Q: 3 clusters Score -3.748896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 296617 members 
Entering Unmasked Estep 
Score: -37488988.000000 Penalty: 6253.235352
	Iteration 34Q: 3 clusters Score -3.748899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 296622 members 
Entering Unmasked Estep 
Score: -37488968.000000 Penalty: 6253.235352
	Iteration 35Q: 3 clusters Score -3.748897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 296628 members 
Entering Unmasked Estep 
Score: -37488964.000000 Penalty: 6253.235352
	Iteration 36Q: 3 clusters Score -3.748896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 296629 members 
Entering Unmasked Estep 
Score: -37488980.000000 Penalty: 6253.235352
	Iteration 37Q: 3 clusters Score -3.748898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 296632 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 38Q: 3 clusters Score -3.7489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 296634 members 
Entering Unmasked Estep 
Score: -37488992.000000 Penalty: 6253.235352
	Iteration 39Q: 3 clusters Score -3.748899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 296635 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 40F: 3 clusters Score -3.748898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 296636 members 
Entering Unmasked Estep 
Score: -37488980.000000 Penalty: 6253.235352
	Iteration 41Q: 3 clusters Score -3.748898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 296641 members 
Entering Unmasked Estep 
Score: -37488988.000000 Penalty: 6253.235352
	Iteration 42Q: 3 clusters Score -3.748899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 296643 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 43Q: 3 clusters Score -3.748898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 296646 members 
Entering Unmasked Estep 
Score: -37488964.000000 Penalty: 6253.235352
	Iteration 44Q: 3 clusters Score -3.748896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 296650 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 45Q: 3 clusters Score -3.748898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 296644 members 
Entering Unmasked Estep 
Score: -37488956.000000 Penalty: 6253.235352
	Iteration 46Q: 3 clusters Score -3.748896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 296640 members 
Entering Unmasked Estep 
Score: -37488956.000000 Penalty: 6253.235352
	Iteration 47Q: 3 clusters Score -3.748896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 296644 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 48Q: 3 clusters Score -3.748898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 296646 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 49Q: 3 clusters Score -3.748898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 296646 members 
Entering Unmasked Estep 
Score: -37488976.000000 Penalty: 6253.235352
	Iteration 50Q: 3 clusters Score -3.748898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 296647 members 
Entering Unmasked Estep 
Score: -37488992.000000 Penalty: 6253.235352
	Iteration 51Q: 3 clusters Score -3.748899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 296650 members 
Entering Unmasked Estep 
Score: -37488992.000000 Penalty: 6253.235352
	Iteration 52Q: 3 clusters Score -3.748899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 296652 members 
Entering Unmasked Estep 
Score: -37488960.000000 Penalty: 6253.235352
	Iteration 53Q: 3 clusters Score -3.748896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 296655 members 
Entering Unmasked Estep 
Score: -37488956.000000 Penalty: 6253.235352
	Iteration 54Q: 3 clusters Score -3.748896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 296658 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 55Q: 3 clusters Score -3.7489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 296659 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 56Q: 3 clusters Score -3.7489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 57Q: 3 clusters Score -3.7489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 296662 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 58Q: 3 clusters Score -3.7489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 296662 members 
Entering Unmasked Estep 
Score: -37488972.000000 Penalty: 6253.235352
	Iteration 59Q: 3 clusters Score -3.748897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -37488980.000000 Penalty: 6253.235352
	Iteration 60F: 3 clusters Score -3.748898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 296660 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 61Q: 3 clusters Score -3.7489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 296659 members 
Entering Unmasked Estep 
Score: -37489000.000000 Penalty: 6253.235352
	Iteration 62Q: 3 clusters Score -3.7489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 296659 members 
Entering Unmasked Estep 
Score: -37488996.000000 Penalty: 6253.235352
	Iteration 63Q: 3 clusters Score -3.7489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 296660 members 
Entering Unmasked Estep 
Score: -37489000.000000 Penalty: 6253.235352
	Iteration 64Q: 3 clusters Score -3.7489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -37488992.000000 Penalty: 6253.235352
	Iteration 65Q: 3 clusters Score -3.748899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -37488992.000000 Penalty: 6253.235352
	Iteration 66F: 3 clusters Score -3.748899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Entering Unmasked Estep 
Score: -6811687.000000 Penalty: 2710.421143
	Iteration 0F: 2 clusters Score -6811687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6774583.500000 Penalty: 5420.842285
	Iteration 0F: 3 clusters Score -6774584 nChanged 25755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6789658.500000 Penalty: 5420.842285
	Iteration 1F: 3 clusters Score -6789658 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6792315.500000 Penalty: 5420.842285
	Iteration 2F: 3 clusters Score -6792316 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -6798434.500000 Penalty: 5420.842285
	Iteration 3F: 3 clusters Score -6798434 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6808970.500000 Penalty: 5420.842285
	Iteration 4F: 3 clusters Score -6808970 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6817353.000000 Penalty: 5420.842285
	Iteration 5F: 3 clusters Score -6817353 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6821576.500000 Penalty: 5420.842285
	Iteration 6F: 3 clusters Score -6821576 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6824452.000000 Penalty: 5420.842285
	Iteration 7F: 3 clusters Score -6824452 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6826808.500000 Penalty: 5420.842285
	Iteration 8Q: 3 clusters Score -6826808 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6828734.000000 Penalty: 5420.842285
	Iteration 9Q: 3 clusters Score -6828734 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -6830277.500000 Penalty: 5420.842285
	Iteration 10Q: 3 clusters Score -6830278 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -6831337.500000 Penalty: 5420.842285
	Iteration 11Q: 3 clusters Score -6831338 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -6832045.000000 Penalty: 5420.842285
	Iteration 12Q: 3 clusters Score -6832045 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -6832363.000000 Penalty: 5420.842285
	Iteration 13Q: 3 clusters Score -6832363 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -6832574.500000 Penalty: 5420.842285
	Iteration 14Q: 3 clusters Score -6832574 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6832638.000000 Penalty: 5420.842285
	Iteration 15Q: 3 clusters Score -6832638 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -6832705.000000 Penalty: 5420.842285
	Iteration 16Q: 3 clusters Score -6832705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -6832681.500000 Penalty: 5420.842285
	Iteration 17Q: 3 clusters Score -6832682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6832692.500000 Penalty: 5420.842285
	Iteration 18Q: 3 clusters Score -6832692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -6832679.500000 Penalty: 5420.842285
	Iteration 19Q: 3 clusters Score -6832680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -6832702.500000 Penalty: 5420.842285
	Iteration 20F: 3 clusters Score -6832702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -6832695.000000 Penalty: 5420.842285
	Iteration 21Q: 3 clusters Score -6832695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -6832692.000000 Penalty: 5420.842285
	Iteration 22Q: 3 clusters Score -6832692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -6832708.500000 Penalty: 5420.842285
	Iteration 23Q: 3 clusters Score -6832708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -6832702.500000 Penalty: 5420.842285
	Iteration 24Q: 3 clusters Score -6832702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -6832701.500000 Penalty: 5420.842285
	Iteration 25Q: 3 clusters Score -6832702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -6832706.000000 Penalty: 5420.842285
	Iteration 26Q: 3 clusters Score -6832706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6832704.500000 Penalty: 5420.842285
	Iteration 27Q: 3 clusters Score -6832704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6832705.000000 Penalty: 5420.842285
	Iteration 28Q: 3 clusters Score -6832705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -6832705.000000 Penalty: 5420.842285
	Iteration 29F: 3 clusters Score -6832705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 43062 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Entering Unmasked Estep 
Score: -141693120.000000 Penalty: 76237.171875
Splitting cluster 9 changes total score from -141650688.000000 to -141693120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (43062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Entering Unmasked Estep 
Score: -5260367.500000 Penalty: 2646.258057
	Iteration 0F: 2 clusters Score -5260368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -5231396.500000 Penalty: 5292.516113
	Iteration 0F: 3 clusters Score -5231396 nChanged 19925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5242312.000000 Penalty: 5292.516113
	Iteration 1F: 3 clusters Score -5242312 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5242950.500000 Penalty: 5292.516113
	Iteration 2Q: 3 clusters Score -5242950 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5243779.500000 Penalty: 5292.516113
	Iteration 3Q: 3 clusters Score -5243780 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -5245371.000000 Penalty: 5292.516113
	Iteration 4Q: 3 clusters Score -5245371 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5247694.000000 Penalty: 5292.516113
	Iteration 5F: 3 clusters Score -5247694 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5250410.000000 Penalty: 5292.516113
	Iteration 6F: 3 clusters Score -5250410 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -5253079.000000 Penalty: 5292.516113
	Iteration 7F: 3 clusters Score -5253079 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5255265.000000 Penalty: 5292.516113
	Iteration 8F: 3 clusters Score -5255265 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5256853.500000 Penalty: 5292.516113
	Iteration 9F: 3 clusters Score -5256854 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5257863.500000 Penalty: 5292.516113
	Iteration 10Q: 3 clusters Score -5257864 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5258491.000000 Penalty: 5292.516113
	Iteration 11Q: 3 clusters Score -5258491 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5259042.000000 Penalty: 5292.516113
	Iteration 12Q: 3 clusters Score -5259042 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5259507.000000 Penalty: 5292.516113
	Iteration 13Q: 3 clusters Score -5259507 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5259971.000000 Penalty: 5292.516113
	Iteration 14Q: 3 clusters Score -5259971 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5260409.000000 Penalty: 5292.516113
	Iteration 15Q: 3 clusters Score -5260409 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5260790.500000 Penalty: 5292.516113
	Iteration 16Q: 3 clusters Score -5260790 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5261131.500000 Penalty: 5292.516113
	Iteration 17Q: 3 clusters Score -5261132 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -5261482.500000 Penalty: 5292.516113
	Iteration 18Q: 3 clusters Score -5261482 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5261765.000000 Penalty: 5292.516113
	Iteration 19Q: 3 clusters Score -5261765 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5262002.000000 Penalty: 5292.516113
	Iteration 20F: 3 clusters Score -5262002 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5262256.000000 Penalty: 5292.516113
	Iteration 21Q: 3 clusters Score -5262256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5262458.000000 Penalty: 5292.516113
	Iteration 22Q: 3 clusters Score -5262458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -5262546.000000 Penalty: 5292.516113
	Iteration 23Q: 3 clusters Score -5262546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5262600.500000 Penalty: 5292.516113
	Iteration 24Q: 3 clusters Score -5262600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5262622.000000 Penalty: 5292.516113
	Iteration 25Q: 3 clusters Score -5262622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5262631.000000 Penalty: 5292.516113
	Iteration 26Q: 3 clusters Score -5262631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5262645.500000 Penalty: 5292.516113
	Iteration 27Q: 3 clusters Score -5262646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5262662.000000 Penalty: 5292.516113
	Iteration 28Q: 3 clusters Score -5262662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5262668.000000 Penalty: 5292.516113
	Iteration 29Q: 3 clusters Score -5262668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5262666.500000 Penalty: 5292.516113
	Iteration 30Q: 3 clusters Score -5262666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5262671.000000 Penalty: 5292.516113
	Iteration 31Q: 3 clusters Score -5262671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5262673.500000 Penalty: 5292.516113
	Iteration 32Q: 3 clusters Score -5262674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5262683.000000 Penalty: 5292.516113
	Iteration 33Q: 3 clusters Score -5262683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5262683.500000 Penalty: 5292.516113
	Iteration 34Q: 3 clusters Score -5262684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5262687.000000 Penalty: 5292.516113
	Iteration 35Q: 3 clusters Score -5262687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5262693.500000 Penalty: 5292.516113
	Iteration 36Q: 3 clusters Score -5262694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5262693.000000 Penalty: 5292.516113
	Iteration 37Q: 3 clusters Score -5262693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5262692.000000 Penalty: 5292.516113
	Iteration 38Q: 3 clusters Score -5262692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5262691.000000 Penalty: 5292.516113
	Iteration 39Q: 3 clusters Score -5262691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5262694.500000 Penalty: 5292.516113
	Iteration 40F: 3 clusters Score -5262694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -5262700.000000 Penalty: 5292.516113
	Iteration 41Q: 3 clusters Score -5262700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5262690.000000 Penalty: 5292.516113
	Iteration 42Q: 3 clusters Score -5262690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5262693.500000 Penalty: 5292.516113
	Iteration 43Q: 3 clusters Score -5262694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5262690.000000 Penalty: 5292.516113
	Iteration 44Q: 3 clusters Score -5262690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5262688.500000 Penalty: 5292.516113
	Iteration 45Q: 3 clusters Score -5262688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5262690.000000 Penalty: 5292.516113
	Iteration 46Q: 3 clusters Score -5262690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5262691.000000 Penalty: 5292.516113
	Iteration 47Q: 3 clusters Score -5262691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5262698.000000 Penalty: 5292.516113
	Iteration 48Q: 3 clusters Score -5262698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5262704.000000 Penalty: 5292.516113
	Iteration 49Q: 3 clusters Score -5262704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5262702.000000 Penalty: 5292.516113
	Iteration 50Q: 3 clusters Score -5262702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5262705.500000 Penalty: 5292.516113
	Iteration 51Q: 3 clusters Score -5262706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5262703.000000 Penalty: 5292.516113
	Iteration 52Q: 3 clusters Score -5262703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5262701.500000 Penalty: 5292.516113
	Iteration 53Q: 3 clusters Score -5262702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5262701.500000 Penalty: 5292.516113
	Iteration 54F: 3 clusters Score -5262702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Entering Unmasked Estep 
Score: -141695056.000000 Penalty: 79702.492188
Splitting cluster 10 changes total score from -141650688.000000 to -141695056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (18204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Entering Unmasked Estep 
Score: -2173597.750000 Penalty: 2432.730469
	Iteration 0F: 2 clusters Score -2173598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2160587.000000 Penalty: 4865.460938
	Iteration 0F: 3 clusters Score -2160587 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2165683.750000 Penalty: 4865.460938
	Iteration 1F: 3 clusters Score -2165684 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2168467.000000 Penalty: 4865.460938
	Iteration 2F: 3 clusters Score -2168467 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2172210.000000 Penalty: 4865.460938
	Iteration 3F: 3 clusters Score -2172210 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2174401.500000 Penalty: 4865.460938
	Iteration 4F: 3 clusters Score -2174402 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2175163.750000 Penalty: 4865.460938
	Iteration 5F: 3 clusters Score -2175164 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2175403.000000 Penalty: 4865.460938
	Iteration 6Q: 3 clusters Score -2175403 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2175529.000000 Penalty: 4865.460938
	Iteration 7Q: 3 clusters Score -2175529 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2175618.750000 Penalty: 4865.460938
	Iteration 8Q: 3 clusters Score -2175619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2175673.250000 Penalty: 4865.460938
	Iteration 9Q: 3 clusters Score -2175673 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2175735.750000 Penalty: 4865.460938
	Iteration 10Q: 3 clusters Score -2175736 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2175787.500000 Penalty: 4865.460938
	Iteration 11Q: 3 clusters Score -2175788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2175855.750000 Penalty: 4865.460938
	Iteration 12Q: 3 clusters Score -2175856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2175920.250000 Penalty: 4865.460938
	Iteration 13Q: 3 clusters Score -2175920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2175962.250000 Penalty: 4865.460938
	Iteration 14Q: 3 clusters Score -2175962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2175990.750000 Penalty: 4865.460938
	Iteration 15Q: 3 clusters Score -2175991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2176015.250000 Penalty: 4865.460938
	Iteration 16Q: 3 clusters Score -2176015 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2176051.000000 Penalty: 4865.460938
	Iteration 17Q: 3 clusters Score -2176051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2176066.750000 Penalty: 4865.460938
	Iteration 18Q: 3 clusters Score -2176067 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2176077.000000 Penalty: 4865.460938
	Iteration 19Q: 3 clusters Score -2176077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2176088.750000 Penalty: 4865.460938
	Iteration 20F: 3 clusters Score -2176089 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2176098.000000 Penalty: 4865.460938
	Iteration 21Q: 3 clusters Score -2176098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2176097.750000 Penalty: 4865.460938
	Iteration 22Q: 3 clusters Score -2176098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2176107.750000 Penalty: 4865.460938
	Iteration 23Q: 3 clusters Score -2176108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2176114.250000 Penalty: 4865.460938
	Iteration 24Q: 3 clusters Score -2176114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2176115.250000 Penalty: 4865.460938
	Iteration 25Q: 3 clusters Score -2176115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2176112.500000 Penalty: 4865.460938
	Iteration 26Q: 3 clusters Score -2176112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2176117.500000 Penalty: 4865.460938
	Iteration 27Q: 3 clusters Score -2176118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2176120.000000 Penalty: 4865.460938
	Iteration 28Q: 3 clusters Score -2176120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2176133.750000 Penalty: 4865.460938
	Iteration 29Q: 3 clusters Score -2176134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2176135.500000 Penalty: 4865.460938
	Iteration 30Q: 3 clusters Score -2176136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2176141.000000 Penalty: 4865.460938
	Iteration 31Q: 3 clusters Score -2176141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2176145.000000 Penalty: 4865.460938
	Iteration 32Q: 3 clusters Score -2176145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2176147.000000 Penalty: 4865.460938
	Iteration 33Q: 3 clusters Score -2176147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2176144.500000 Penalty: 4865.460938
	Iteration 34Q: 3 clusters Score -2176144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2176146.000000 Penalty: 4865.460938
	Iteration 35Q: 3 clusters Score -2176146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2176144.500000 Penalty: 4865.460938
	Iteration 36Q: 3 clusters Score -2176144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2176148.250000 Penalty: 4865.460938
	Iteration 37Q: 3 clusters Score -2176148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2176150.250000 Penalty: 4865.460938
	Iteration 38Q: 3 clusters Score -2176150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2176149.500000 Penalty: 4865.460938
	Iteration 39Q: 3 clusters Score -2176150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2176148.750000 Penalty: 4865.460938
	Iteration 40F: 3 clusters Score -2176149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2176148.500000 Penalty: 4865.460938
	Iteration 41Q: 3 clusters Score -2176148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2176152.250000 Penalty: 4865.460938
	Iteration 42Q: 3 clusters Score -2176152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2176155.250000 Penalty: 4865.460938
	Iteration 43Q: 3 clusters Score -2176155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2176157.750000 Penalty: 4865.460938
	Iteration 44Q: 3 clusters Score -2176158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2176156.750000 Penalty: 4865.460938
	Iteration 45Q: 3 clusters Score -2176157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2176156.250000 Penalty: 4865.460938
	Iteration 46Q: 3 clusters Score -2176156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2176161.250000 Penalty: 4865.460938
	Iteration 47Q: 3 clusters Score -2176161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2176162.500000 Penalty: 4865.460938
	Iteration 48Q: 3 clusters Score -2176162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2176164.000000 Penalty: 4865.460938
	Iteration 49Q: 3 clusters Score -2176164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2176164.000000 Penalty: 4865.460938
	Iteration 50F: 3 clusters Score -2176164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Entering Unmasked Estep 
Score: -141699168.000000 Penalty: 83167.820312
Splitting cluster 11 changes total score from -141650688.000000 to -141699168.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (22379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Entering Unmasked Estep 
Score: -2469973.000000 Penalty: 2483.937988
	Iteration 0F: 2 clusters Score -2469973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2454382.500000 Penalty: 4967.875977
	Iteration 0F: 3 clusters Score -2454382 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2461542.250000 Penalty: 4967.875977
	Iteration 1F: 3 clusters Score -2461542 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2464222.500000 Penalty: 4967.875977
	Iteration 2F: 3 clusters Score -2464222 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2466612.750000 Penalty: 4967.875977
	Iteration 3F: 3 clusters Score -2466613 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2468189.500000 Penalty: 4967.875977
	Iteration 4F: 3 clusters Score -2468190 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2469151.500000 Penalty: 4967.875977
	Iteration 5F: 3 clusters Score -2469152 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2469682.750000 Penalty: 4967.875977
	Iteration 6Q: 3 clusters Score -2469683 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2470029.000000 Penalty: 4967.875977
	Iteration 7Q: 3 clusters Score -2470029 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2470292.500000 Penalty: 4967.875977
	Iteration 8Q: 3 clusters Score -2470292 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2470506.250000 Penalty: 4967.875977
	Iteration 9Q: 3 clusters Score -2470506 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2470751.750000 Penalty: 4967.875977
	Iteration 10Q: 3 clusters Score -2470752 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2470967.250000 Penalty: 4967.875977
	Iteration 11Q: 3 clusters Score -2470967 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2471161.250000 Penalty: 4967.875977
	Iteration 12Q: 3 clusters Score -2471161 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2471342.500000 Penalty: 4967.875977
	Iteration 13Q: 3 clusters Score -2471342 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2471502.250000 Penalty: 4967.875977
	Iteration 14Q: 3 clusters Score -2471502 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2471632.000000 Penalty: 4967.875977
	Iteration 15Q: 3 clusters Score -2471632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2471726.250000 Penalty: 4967.875977
	Iteration 16Q: 3 clusters Score -2471726 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2471804.000000 Penalty: 4967.875977
	Iteration 17Q: 3 clusters Score -2471804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2471854.750000 Penalty: 4967.875977
	Iteration 18Q: 3 clusters Score -2471855 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2471899.500000 Penalty: 4967.875977
	Iteration 19Q: 3 clusters Score -2471900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2471919.000000 Penalty: 4967.875977
	Iteration 20F: 3 clusters Score -2471919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2471955.250000 Penalty: 4967.875977
	Iteration 21Q: 3 clusters Score -2471955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2471972.000000 Penalty: 4967.875977
	Iteration 22Q: 3 clusters Score -2471972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2471983.750000 Penalty: 4967.875977
	Iteration 23Q: 3 clusters Score -2471984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2471993.000000 Penalty: 4967.875977
	Iteration 24Q: 3 clusters Score -2471993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2472018.250000 Penalty: 4967.875977
	Iteration 25Q: 3 clusters Score -2472018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2472022.750000 Penalty: 4967.875977
	Iteration 26Q: 3 clusters Score -2472023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2472029.500000 Penalty: 4967.875977
	Iteration 27Q: 3 clusters Score -2472030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2472042.750000 Penalty: 4967.875977
	Iteration 28Q: 3 clusters Score -2472043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2472051.750000 Penalty: 4967.875977
	Iteration 29Q: 3 clusters Score -2472052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2472065.750000 Penalty: 4967.875977
	Iteration 30Q: 3 clusters Score -2472066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2472084.750000 Penalty: 4967.875977
	Iteration 31Q: 3 clusters Score -2472085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2472087.750000 Penalty: 4967.875977
	Iteration 32Q: 3 clusters Score -2472088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2472094.000000 Penalty: 4967.875977
	Iteration 33Q: 3 clusters Score -2472094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2472111.250000 Penalty: 4967.875977
	Iteration 34Q: 3 clusters Score -2472111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2472123.750000 Penalty: 4967.875977
	Iteration 35Q: 3 clusters Score -2472124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2472139.750000 Penalty: 4967.875977
	Iteration 36Q: 3 clusters Score -2472140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2472164.750000 Penalty: 4967.875977
	Iteration 37Q: 3 clusters Score -2472165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2472176.500000 Penalty: 4967.875977
	Iteration 38Q: 3 clusters Score -2472176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2472192.750000 Penalty: 4967.875977
	Iteration 39Q: 3 clusters Score -2472193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2472193.500000 Penalty: 4967.875977
	Iteration 40F: 3 clusters Score -2472194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2472202.750000 Penalty: 4967.875977
	Iteration 41Q: 3 clusters Score -2472203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2472204.250000 Penalty: 4967.875977
	Iteration 42Q: 3 clusters Score -2472204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2472214.000000 Penalty: 4967.875977
	Iteration 43Q: 3 clusters Score -2472214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2472219.750000 Penalty: 4967.875977
	Iteration 44Q: 3 clusters Score -2472220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2472227.250000 Penalty: 4967.875977
	Iteration 45Q: 3 clusters Score -2472227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2472220.500000 Penalty: 4967.875977
	Iteration 46Q: 3 clusters Score -2472220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2472225.000000 Penalty: 4967.875977
	Iteration 47Q: 3 clusters Score -2472225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2472224.000000 Penalty: 4967.875977
	Iteration 48Q: 3 clusters Score -2472224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2472230.750000 Penalty: 4967.875977
	Iteration 49Q: 3 clusters Score -2472231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2472232.000000 Penalty: 4967.875977
	Iteration 50Q: 3 clusters Score -2472232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2472235.250000 Penalty: 4967.875977
	Iteration 51Q: 3 clusters Score -2472235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2472237.000000 Penalty: 4967.875977
	Iteration 52Q: 3 clusters Score -2472237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2472238.500000 Penalty: 4967.875977
	Iteration 53Q: 3 clusters Score -2472238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2472238.750000 Penalty: 4967.875977
	Iteration 54Q: 3 clusters Score -2472239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2472238.250000 Penalty: 4967.875977
	Iteration 55Q: 3 clusters Score -2472238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2472238.000000 Penalty: 4967.875977
	Iteration 56Q: 3 clusters Score -2472238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2472235.250000 Penalty: 4967.875977
	Iteration 57Q: 3 clusters Score -2472235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2472239.750000 Penalty: 4967.875977
	Iteration 58Q: 3 clusters Score -2472240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2472240.000000 Penalty: 4967.875977
	Iteration 59Q: 3 clusters Score -2472240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2472238.250000 Penalty: 4967.875977
	Iteration 60F: 3 clusters Score -2472238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2472238.750000 Penalty: 4967.875977
	Iteration 61Q: 3 clusters Score -2472239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2472236.750000 Penalty: 4967.875977
	Iteration 62Q: 3 clusters Score -2472237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2472238.000000 Penalty: 4967.875977
	Iteration 63Q: 3 clusters Score -2472238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2472239.000000 Penalty: 4967.875977
	Iteration 64Q: 3 clusters Score -2472239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2472237.000000 Penalty: 4967.875977
	Iteration 65Q: 3 clusters Score -2472237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2472241.250000 Penalty: 4967.875977
	Iteration 66Q: 3 clusters Score -2472241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2472239.000000 Penalty: 4967.875977
	Iteration 67Q: 3 clusters Score -2472239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2472243.500000 Penalty: 4967.875977
	Iteration 68Q: 3 clusters Score -2472244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2472246.000000 Penalty: 4967.875977
	Iteration 69Q: 3 clusters Score -2472246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2472244.750000 Penalty: 4967.875977
	Iteration 70Q: 3 clusters Score -2472245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2472245.500000 Penalty: 4967.875977
	Iteration 71Q: 3 clusters Score -2472246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2472244.500000 Penalty: 4967.875977
	Iteration 72Q: 3 clusters Score -2472244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2472245.250000 Penalty: 4967.875977
	Iteration 73Q: 3 clusters Score -2472245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2472245.250000 Penalty: 4967.875977
	Iteration 74F: 3 clusters Score -2472245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Entering Unmasked Estep 
Score: -141699600.000000 Penalty: 86633.148438
Splitting cluster 12 changes total score from -141650688.000000 to -141699600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (109315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Entering Unmasked Estep 
Score: -13722258.000000 Penalty: 2877.293213
	Iteration 0F: 2 clusters Score -1.372226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -13649063.000000 Penalty: 5754.586426
	Iteration 0F: 3 clusters Score -1.364906e+07 nChanged 52055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -13679900.000000 Penalty: 5754.586426
	Iteration 1F: 3 clusters Score -1.36799e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -13681350.000000 Penalty: 5754.586426
	Iteration 2Q: 3 clusters Score -1.368135e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -13683403.000000 Penalty: 5754.586426
	Iteration 3Q: 3 clusters Score -1.36834e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -13686042.000000 Penalty: 5754.586426
	Iteration 4Q: 3 clusters Score -1.368604e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -13689261.000000 Penalty: 5754.586426
	Iteration 5F: 3 clusters Score -1.368926e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -13693000.000000 Penalty: 5754.586426
	Iteration 6F: 3 clusters Score -1.3693e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -13697772.000000 Penalty: 5754.586426
	Iteration 7F: 3 clusters Score -1.369777e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -13702972.000000 Penalty: 5754.586426
	Iteration 8F: 3 clusters Score -1.370297e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -13707744.000000 Penalty: 5754.586426
	Iteration 9F: 3 clusters Score -1.370774e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -13712290.000000 Penalty: 5754.586426
	Iteration 10Q: 3 clusters Score -1.371229e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -13715655.000000 Penalty: 5754.586426
	Iteration 11Q: 3 clusters Score -1.371566e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -13717528.000000 Penalty: 5754.586426
	Iteration 12Q: 3 clusters Score -1.371753e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -13718918.000000 Penalty: 5754.586426
	Iteration 13Q: 3 clusters Score -1.371892e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -13719943.000000 Penalty: 5754.586426
	Iteration 14Q: 3 clusters Score -1.371994e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -13721094.000000 Penalty: 5754.586426
	Iteration 15Q: 3 clusters Score -1.372109e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -13722744.000000 Penalty: 5754.586426
	Iteration 16Q: 3 clusters Score -1.372274e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -13725128.000000 Penalty: 5754.586426
	Iteration 17Q: 3 clusters Score -1.372513e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -13727762.000000 Penalty: 5754.586426
	Iteration 18Q: 3 clusters Score -1.372776e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -13730226.000000 Penalty: 5754.586426
	Iteration 19Q: 3 clusters Score -1.373023e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -13732190.000000 Penalty: 5754.586426
	Iteration 20F: 3 clusters Score -1.373219e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -13733028.000000 Penalty: 5754.586426
	Iteration 21Q: 3 clusters Score -1.373303e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -13733387.000000 Penalty: 5754.586426
	Iteration 22Q: 3 clusters Score -1.373339e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -13733534.000000 Penalty: 5754.586426
	Iteration 23Q: 3 clusters Score -1.373353e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -13733705.000000 Penalty: 5754.586426
	Iteration 24Q: 3 clusters Score -1.37337e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -13733790.000000 Penalty: 5754.586426
	Iteration 25Q: 3 clusters Score -1.373379e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -13733805.000000 Penalty: 5754.586426
	Iteration 26Q: 3 clusters Score -1.37338e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -13733842.000000 Penalty: 5754.586426
	Iteration 27Q: 3 clusters Score -1.373384e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -13733871.000000 Penalty: 5754.586426
	Iteration 28Q: 3 clusters Score -1.373387e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -13733901.000000 Penalty: 5754.586426
	Iteration 29Q: 3 clusters Score -1.37339e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -13733913.000000 Penalty: 5754.586426
	Iteration 30Q: 3 clusters Score -1.373391e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -13733942.000000 Penalty: 5754.586426
	Iteration 31Q: 3 clusters Score -1.373394e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -13733957.000000 Penalty: 5754.586426
	Iteration 32Q: 3 clusters Score -1.373396e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -13733951.000000 Penalty: 5754.586426
	Iteration 33Q: 3 clusters Score -1.373395e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -13733967.000000 Penalty: 5754.586426
	Iteration 34Q: 3 clusters Score -1.373397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -13733972.000000 Penalty: 5754.586426
	Iteration 35Q: 3 clusters Score -1.373397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -13733964.000000 Penalty: 5754.586426
	Iteration 36Q: 3 clusters Score -1.373396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -13733961.000000 Penalty: 5754.586426
	Iteration 37Q: 3 clusters Score -1.373396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -13733988.000000 Penalty: 5754.586426
	Iteration 38Q: 3 clusters Score -1.373399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -13733984.000000 Penalty: 5754.586426
	Iteration 39Q: 3 clusters Score -1.373398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -13733969.000000 Penalty: 5754.586426
	Iteration 40F: 3 clusters Score -1.373397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -13733962.000000 Penalty: 5754.586426
	Iteration 41Q: 3 clusters Score -1.373396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -13733966.000000 Penalty: 5754.586426
	Iteration 42Q: 3 clusters Score -1.373397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -13733976.000000 Penalty: 5754.586426
	Iteration 43Q: 3 clusters Score -1.373398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -13733969.000000 Penalty: 5754.586426
	Iteration 44Q: 3 clusters Score -1.373397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -13733976.000000 Penalty: 5754.586426
	Iteration 45Q: 3 clusters Score -1.373398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -13733979.000000 Penalty: 5754.586426
	Iteration 46Q: 3 clusters Score -1.373398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -13733978.000000 Penalty: 5754.586426
	Iteration 47Q: 3 clusters Score -1.373398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -13733981.000000 Penalty: 5754.586426
	Iteration 48Q: 3 clusters Score -1.373398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -13733983.000000 Penalty: 5754.586426
	Iteration 49Q: 3 clusters Score -1.373398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -13733973.000000 Penalty: 5754.586426
	Iteration 50Q: 3 clusters Score -1.373397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -13733973.000000 Penalty: 5754.586426
	Iteration 51Q: 3 clusters Score -1.373397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -13733965.000000 Penalty: 5754.586426
	Iteration 52Q: 3 clusters Score -1.373396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -13733963.000000 Penalty: 5754.586426
	Iteration 53Q: 3 clusters Score -1.373396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -13733963.000000 Penalty: 5754.586426
	Iteration 54F: 3 clusters Score -1.373396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 56581 members 
Entering Unmasked Estep 
Score: -141708400.000000 Penalty: 90098.476562
Splitting cluster 13 changes total score from -141650688.000000 to -141708400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -279455.000000 Penalty: 1955.281616
	Iteration 0F: 2 clusters Score -279455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -276597.062500 Penalty: 3910.563232
	Iteration 0F: 3 clusters Score -276597.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280421.937500 Penalty: 3910.563232
	Iteration 1F: 3 clusters Score -280421.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -287274.656250 Penalty: 3910.563232
	Iteration 2F: 3 clusters Score -287274.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -291771.562500 Penalty: 3910.563232
	Iteration 3F: 3 clusters Score -291771.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -292344.250000 Penalty: 3910.563232
	Iteration 4Q: 3 clusters Score -292344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -293077.437500 Penalty: 3910.563232
	Iteration 5Q: 3 clusters Score -293077.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294360.843750 Penalty: 3910.563232
	Iteration 6Q: 3 clusters Score -294360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294375.781250 Penalty: 3910.563232
	Iteration 7Q: 3 clusters Score -294375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294375.781250 Penalty: 3910.563232
	Iteration 8F: 3 clusters Score -294375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 56581 members 
Mstep: Class 27 contains 1084 members 
Entering Unmasked Estep 
Score: -141721984.000000 Penalty: 93563.796875
Splitting cluster 14 changes total score from -141650688.000000 to -141721984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (44222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Entering Unmasked Estep 
Score: -5487518.500000 Penalty: 2652.850342
	Iteration 0F: 2 clusters Score -5487518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5457765.500000 Penalty: 5305.700684
	Iteration 0F: 3 clusters Score -5457766 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5469200.500000 Penalty: 5305.700684
	Iteration 1F: 3 clusters Score -5469200 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5470179.500000 Penalty: 5305.700684
	Iteration 2F: 3 clusters Score -5470180 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5471505.000000 Penalty: 5305.700684
	Iteration 3F: 3 clusters Score -5471505 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5473504.500000 Penalty: 5305.700684
	Iteration 4F: 3 clusters Score -5473504 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5476060.500000 Penalty: 5305.700684
	Iteration 5F: 3 clusters Score -5476060 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5478813.000000 Penalty: 5305.700684
	Iteration 6F: 3 clusters Score -5478813 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5481166.000000 Penalty: 5305.700684
	Iteration 7F: 3 clusters Score -5481166 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5482808.000000 Penalty: 5305.700684
	Iteration 8F: 3 clusters Score -5482808 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5483858.500000 Penalty: 5305.700684
	Iteration 9Q: 3 clusters Score -5483858 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5484453.000000 Penalty: 5305.700684
	Iteration 10Q: 3 clusters Score -5484453 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5484880.000000 Penalty: 5305.700684
	Iteration 11Q: 3 clusters Score -5484880 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5485073.500000 Penalty: 5305.700684
	Iteration 12Q: 3 clusters Score -5485074 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5485239.000000 Penalty: 5305.700684
	Iteration 13Q: 3 clusters Score -5485239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5485324.000000 Penalty: 5305.700684
	Iteration 14Q: 3 clusters Score -5485324 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5485368.000000 Penalty: 5305.700684
	Iteration 15Q: 3 clusters Score -5485368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5485406.500000 Penalty: 5305.700684
	Iteration 16Q: 3 clusters Score -5485406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -5485418.500000 Penalty: 5305.700684
	Iteration 17Q: 3 clusters Score -5485418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5485451.000000 Penalty: 5305.700684
	Iteration 18Q: 3 clusters Score -5485451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5485475.500000 Penalty: 5305.700684
	Iteration 19Q: 3 clusters Score -5485476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -5485491.500000 Penalty: 5305.700684
	Iteration 20F: 3 clusters Score -5485492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -5485505.500000 Penalty: 5305.700684
	Iteration 21Q: 3 clusters Score -5485506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5485522.000000 Penalty: 5305.700684
	Iteration 22Q: 3 clusters Score -5485522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5485521.000000 Penalty: 5305.700684
	Iteration 23Q: 3 clusters Score -5485521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -5485529.000000 Penalty: 5305.700684
	Iteration 24Q: 3 clusters Score -5485529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5485532.500000 Penalty: 5305.700684
	Iteration 25Q: 3 clusters Score -5485532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5485530.000000 Penalty: 5305.700684
	Iteration 26Q: 3 clusters Score -5485530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5485545.000000 Penalty: 5305.700684
	Iteration 27Q: 3 clusters Score -5485545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5485545.000000 Penalty: 5305.700684
	Iteration 28Q: 3 clusters Score -5485545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5485551.500000 Penalty: 5305.700684
	Iteration 29Q: 3 clusters Score -5485552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -5485546.000000 Penalty: 5305.700684
	Iteration 30Q: 3 clusters Score -5485546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5485545.000000 Penalty: 5305.700684
	Iteration 31Q: 3 clusters Score -5485545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5485546.000000 Penalty: 5305.700684
	Iteration 32Q: 3 clusters Score -5485546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5305.700684
	Iteration 33Q: 3 clusters Score -5485550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5485556.500000 Penalty: 5305.700684
	Iteration 34Q: 3 clusters Score -5485556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5485552.500000 Penalty: 5305.700684
	Iteration 35Q: 3 clusters Score -5485552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5485544.500000 Penalty: 5305.700684
	Iteration 36Q: 3 clusters Score -5485544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5485551.500000 Penalty: 5305.700684
	Iteration 37Q: 3 clusters Score -5485552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5485551.000000 Penalty: 5305.700684
	Iteration 38Q: 3 clusters Score -5485551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5485554.500000 Penalty: 5305.700684
	Iteration 39Q: 3 clusters Score -5485554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5485552.500000 Penalty: 5305.700684
	Iteration 40F: 3 clusters Score -5485552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5485553.500000 Penalty: 5305.700684
	Iteration 41Q: 3 clusters Score -5485554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5485556.500000 Penalty: 5305.700684
	Iteration 42Q: 3 clusters Score -5485556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5485553.500000 Penalty: 5305.700684
	Iteration 43Q: 3 clusters Score -5485554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5485556.500000 Penalty: 5305.700684
	Iteration 44Q: 3 clusters Score -5485556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5485552.500000 Penalty: 5305.700684
	Iteration 45Q: 3 clusters Score -5485552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5485552.500000 Penalty: 5305.700684
	Iteration 46F: 3 clusters Score -5485552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Entering Unmasked Estep 
Score: -5632029.000000 Penalty: 2662.728760
	Iteration 0F: 2 clusters Score -5632029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5600904.000000 Penalty: 5325.457520
	Iteration 0F: 3 clusters Score -5600904 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5612857.000000 Penalty: 5325.457520
	Iteration 1F: 3 clusters Score -5612857 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5613813.000000 Penalty: 5325.457520
	Iteration 2Q: 3 clusters Score -5613813 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5615261.500000 Penalty: 5325.457520
	Iteration 3F: 3 clusters Score -5615262 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -5617189.500000 Penalty: 5325.457520
	Iteration 4F: 3 clusters Score -5617190 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5619623.500000 Penalty: 5325.457520
	Iteration 5F: 3 clusters Score -5619624 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5621993.500000 Penalty: 5325.457520
	Iteration 6F: 3 clusters Score -5621994 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5624206.500000 Penalty: 5325.457520
	Iteration 7F: 3 clusters Score -5624206 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5626007.500000 Penalty: 5325.457520
	Iteration 8F: 3 clusters Score -5626008 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5627448.000000 Penalty: 5325.457520
	Iteration 9F: 3 clusters Score -5627448 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5628385.500000 Penalty: 5325.457520
	Iteration 10Q: 3 clusters Score -5628386 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5629092.000000 Penalty: 5325.457520
	Iteration 11Q: 3 clusters Score -5629092 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5629711.500000 Penalty: 5325.457520
	Iteration 12Q: 3 clusters Score -5629712 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5630324.000000 Penalty: 5325.457520
	Iteration 13Q: 3 clusters Score -5630324 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5630857.000000 Penalty: 5325.457520
	Iteration 14Q: 3 clusters Score -5630857 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5631358.000000 Penalty: 5325.457520
	Iteration 15Q: 3 clusters Score -5631358 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5631861.000000 Penalty: 5325.457520
	Iteration 16Q: 3 clusters Score -5631861 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5632415.500000 Penalty: 5325.457520
	Iteration 17Q: 3 clusters Score -5632416 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5633101.000000 Penalty: 5325.457520
	Iteration 18Q: 3 clusters Score -5633101 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -5633928.500000 Penalty: 5325.457520
	Iteration 19Q: 3 clusters Score -5633928 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5634882.500000 Penalty: 5325.457520
	Iteration 20F: 3 clusters Score -5634882 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5635737.500000 Penalty: 5325.457520
	Iteration 21Q: 3 clusters Score -5635738 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5636347.500000 Penalty: 5325.457520
	Iteration 22Q: 3 clusters Score -5636348 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -5636790.000000 Penalty: 5325.457520
	Iteration 23Q: 3 clusters Score -5636790 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -5637148.500000 Penalty: 5325.457520
	Iteration 24Q: 3 clusters Score -5637148 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5637392.000000 Penalty: 5325.457520
	Iteration 25Q: 3 clusters Score -5637392 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5637545.500000 Penalty: 5325.457520
	Iteration 26Q: 3 clusters Score -5637546 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5637673.000000 Penalty: 5325.457520
	Iteration 27Q: 3 clusters Score -5637673 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5637736.500000 Penalty: 5325.457520
	Iteration 28Q: 3 clusters Score -5637736 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5637769.500000 Penalty: 5325.457520
	Iteration 29Q: 3 clusters Score -5637770 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -5637809.500000 Penalty: 5325.457520
	Iteration 30Q: 3 clusters Score -5637810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -5637840.500000 Penalty: 5325.457520
	Iteration 31Q: 3 clusters Score -5637840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5637833.000000 Penalty: 5325.457520
	Iteration 32Q: 3 clusters Score -5637833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -5637845.500000 Penalty: 5325.457520
	Iteration 33Q: 3 clusters Score -5637846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -5637857.500000 Penalty: 5325.457520
	Iteration 34Q: 3 clusters Score -5637858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5637890.000000 Penalty: 5325.457520
	Iteration 35Q: 3 clusters Score -5637890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5637872.000000 Penalty: 5325.457520
	Iteration 36Q: 3 clusters Score -5637872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5637859.000000 Penalty: 5325.457520
	Iteration 37Q: 3 clusters Score -5637859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5637863.500000 Penalty: 5325.457520
	Iteration 38Q: 3 clusters Score -5637864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5637880.500000 Penalty: 5325.457520
	Iteration 39Q: 3 clusters Score -5637880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5637882.500000 Penalty: 5325.457520
	Iteration 40F: 3 clusters Score -5637882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -5637870.500000 Penalty: 5325.457520
	Iteration 41Q: 3 clusters Score -5637870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5637864.000000 Penalty: 5325.457520
	Iteration 42Q: 3 clusters Score -5637864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -5637867.000000 Penalty: 5325.457520
	Iteration 43Q: 3 clusters Score -5637867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5637871.500000 Penalty: 5325.457520
	Iteration 44Q: 3 clusters Score -5637872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5637863.500000 Penalty: 5325.457520
	Iteration 45Q: 3 clusters Score -5637864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -5637861.000000 Penalty: 5325.457520
	Iteration 46Q: 3 clusters Score -5637861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5637864.000000 Penalty: 5325.457520
	Iteration 47Q: 3 clusters Score -5637864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5637868.500000 Penalty: 5325.457520
	Iteration 48Q: 3 clusters Score -5637868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -5637882.000000 Penalty: 5325.457520
	Iteration 49Q: 3 clusters Score -5637882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -5637882.000000 Penalty: 5325.457520
	Iteration 50Q: 3 clusters Score -5637882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5637879.000000 Penalty: 5325.457520
	Iteration 51Q: 3 clusters Score -5637879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5637874.000000 Penalty: 5325.457520
	Iteration 52Q: 3 clusters Score -5637874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5637874.000000 Penalty: 5325.457520
	Iteration 53F: 3 clusters Score -5637874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 11673 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 8175 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 56581 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 34346 members 
Entering Unmasked Estep 
Score: -141728080.000000 Penalty: 97029.125000
Splitting cluster 16 changes total score from -141650688.000000 to -141728080.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (47343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Entering Unmasked Estep 
Score: -5583301.500000 Penalty: 2669.763184
	Iteration 0F: 2 clusters Score -5583302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5551286.000000 Penalty: 5339.526367
	Iteration 0F: 3 clusters Score -5551286 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5563982.500000 Penalty: 5339.526367
	Iteration 1F: 3 clusters Score -5563982 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5565431.000000 Penalty: 5339.526367
	Iteration 2F: 3 clusters Score -5565431 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5567198.000000 Penalty: 5339.526367
	Iteration 3F: 3 clusters Score -5567198 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5569083.500000 Penalty: 5339.526367
	Iteration 4F: 3 clusters Score -5569084 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5570740.500000 Penalty: 5339.526367
	Iteration 5F: 3 clusters Score -5570740 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5572038.000000 Penalty: 5339.526367
	Iteration 6F: 3 clusters Score -5572038 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -5573048.000000 Penalty: 5339.526367
	Iteration 7Q: 3 clusters Score -5573048 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5573885.500000 Penalty: 5339.526367
	Iteration 8Q: 3 clusters Score -5573886 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5574620.000000 Penalty: 5339.526367
	Iteration 9Q: 3 clusters Score -5574620 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5575322.000000 Penalty: 5339.526367
	Iteration 10Q: 3 clusters Score -5575322 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5575986.500000 Penalty: 5339.526367
	Iteration 11Q: 3 clusters Score -5575986 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5576659.500000 Penalty: 5339.526367
	Iteration 12Q: 3 clusters Score -5576660 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5577250.500000 Penalty: 5339.526367
	Iteration 13Q: 3 clusters Score -5577250 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5577681.500000 Penalty: 5339.526367
	Iteration 14Q: 3 clusters Score -5577682 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5578028.500000 Penalty: 5339.526367
	Iteration 15Q: 3 clusters Score -5578028 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5578281.000000 Penalty: 5339.526367
	Iteration 16Q: 3 clusters Score -5578281 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5578533 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5578715 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5578904 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5579064 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5579170 nChanged 530
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Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5579318 nChanged 488
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Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5579432 nChanged 461
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Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5579557 nChanged 408
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Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5579628 nChanged 371
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Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5579644 nChanged 324
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Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5579727 nChanged 272
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Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5579779 nChanged 258
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Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5579834 nChanged 228
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Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5579845 nChanged 216
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5579852 nChanged 224
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5579874 nChanged 216
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Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5579904 nChanged 218
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Mstep: Class 1 contains 28020 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5579962 nChanged 204
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Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5579956 nChanged 198
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Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5579968 nChanged 177
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Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5579987 nChanged 161
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Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5580012 nChanged 163
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Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5580037 nChanged 157
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Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5580067 nChanged 132
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Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5580089 nChanged 132
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Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 19937 members 
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	Iteration 42Q: 3 clusters Score -5580100 nChanged 142
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5580107 nChanged 142
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5580133 nChanged 151
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	Iteration 45Q: 3 clusters Score -5580150 nChanged 144
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	Iteration 46Q: 3 clusters Score -5580143 nChanged 162
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Mstep: Class 1 contains 26783 members 
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	Iteration 47Q: 3 clusters Score -5580140 nChanged 161
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5580154 nChanged 151
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Mstep: Class 1 contains 26515 members 
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	Iteration 49Q: 3 clusters Score -5580184 nChanged 142
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Mstep: Class 1 contains 26385 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5580195 nChanged 122
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Mstep: Class 1 contains 26265 members 
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	Iteration 51Q: 3 clusters Score -5580205 nChanged 129
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5580222 nChanged 121
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Mstep: Class 1 contains 26035 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5580231 nChanged 120
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Mstep: Class 1 contains 25925 members 
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	Iteration 54Q: 3 clusters Score -5580248 nChanged 117
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Mstep: Class 1 contains 25818 members 
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	Iteration 55Q: 3 clusters Score -5580278 nChanged 117
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Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 21640 members 
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	Iteration 56Q: 3 clusters Score -5580277 nChanged 136
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Mstep: Class 1 contains 25571 members 
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	Iteration 57Q: 3 clusters Score -5580290 nChanged 138
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Mstep: Class 1 contains 25439 members 
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	Iteration 58Q: 3 clusters Score -5580302 nChanged 121
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Mstep: Class 1 contains 25322 members 
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	Iteration 59Q: 3 clusters Score -5580314 nChanged 112
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Mstep: Class 1 contains 25212 members 
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Entering Unmasked Estep 
Score: -5580316.000000 Penalty: 5339.526367
	Iteration 60F: 3 clusters Score -5580316 nChanged 112
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Mstep: Class 1 contains 25108 members 
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	Iteration 61Q: 3 clusters Score -5580330 nChanged 114
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Mstep: Class 1 contains 25000 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5580326 nChanged 126
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Mstep: Class 1 contains 24874 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5580349 nChanged 135
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Mstep: Class 1 contains 24739 members 
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	Iteration 64Q: 3 clusters Score -5580352 nChanged 159
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Mstep: Class 1 contains 24582 members 
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	Iteration 65Q: 3 clusters Score -5580362 nChanged 165
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Mstep: Class 1 contains 24425 members 
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	Iteration 66Q: 3 clusters Score -5580376 nChanged 152
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Mstep: Class 1 contains 24285 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5580400 nChanged 152
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	Iteration 68Q: 3 clusters Score -5580418 nChanged 161
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	Iteration 69Q: 3 clusters Score -5580440 nChanged 159
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Mstep: Class 1 contains 23829 members 
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	Iteration 70Q: 3 clusters Score -5580443 nChanged 147
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	Iteration 71Q: 3 clusters Score -5580462 nChanged 151
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5580480 nChanged 145
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Mstep: Class 1 contains 23394 members 
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	Iteration 73Q: 3 clusters Score -5580483 nChanged 139
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Mstep: Class 1 contains 23257 members 
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	Iteration 74Q: 3 clusters Score -5580486 nChanged 134
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5580521 nChanged 127
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	Iteration 76Q: 3 clusters Score -5580527 nChanged 112
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	Iteration 77Q: 3 clusters Score -5580542 nChanged 112
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Mstep: Class 1 contains 22786 members 
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Entering Unmasked Estep 
Score: -5580533.500000 Penalty: 5339.526367
	Iteration 78Q: 3 clusters Score -5580534 nChanged 88
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Mstep: Class 1 contains 22698 members 
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	Iteration 79Q: 3 clusters Score -5580544 nChanged 94
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	Iteration 80F: 3 clusters Score -5580548 nChanged 102
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Mstep: Class 1 contains 22502 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5580577 nChanged 97
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	Iteration 82Q: 3 clusters Score -5580592 nChanged 78
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Mstep: Class 1 contains 22327 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5580594 nChanged 89
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	Iteration 84Q: 3 clusters Score -5580597 nChanged 93
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5580611 nChanged 100
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5580617 nChanged 97
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Entering Unmasked Estep 
Score: -5580613.500000 Penalty: 5339.526367
	Iteration 87Q: 3 clusters Score -5580614 nChanged 106
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Mstep: Class 1 contains 21842 members 
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	Iteration 88Q: 3 clusters Score -5580630 nChanged 85
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	Iteration 89Q: 3 clusters Score -5580630 nChanged 92
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Mstep: Class 1 contains 21665 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5580655 nChanged 89
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Mstep: Class 1 contains 21576 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5580667 nChanged 82
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5580676 nChanged 83
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	Iteration 93Q: 3 clusters Score -5580682 nChanged 105
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	Iteration 94Q: 3 clusters Score -5580704 nChanged 109
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Mstep: Class 1 contains 21199 members 
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	Iteration 95Q: 3 clusters Score -5580687 nChanged 99
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	Iteration 96Q: 3 clusters Score -5580687 nChanged 96
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	Iteration 97Q: 3 clusters Score -5580690 nChanged 106
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	Iteration 98Q: 3 clusters Score -5580710 nChanged 96
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5580699 nChanged 93
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Mstep: Class 1 contains 20709 members 
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Score: -5580709.500000 Penalty: 5339.526367
	Iteration 100F: 3 clusters Score -5580710 nChanged 93
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Mstep: Class 1 contains 20616 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5580712 nChanged 74
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	Iteration 102Q: 3 clusters Score -5580712 nChanged 64
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Entering Unmasked Estep 
Score: -5580722.500000 Penalty: 5339.526367
	Iteration 103Q: 3 clusters Score -5580722 nChanged 66
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	Iteration 104Q: 3 clusters Score -5580703 nChanged 64
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Entering Unmasked Estep 
Score: -5580714.000000 Penalty: 5339.526367
	Iteration 105Q: 3 clusters Score -5580714 nChanged 63
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5580704 nChanged 79
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Entering Unmasked Estep 
Score: -5580728.500000 Penalty: 5339.526367
	Iteration 107Q: 3 clusters Score -5580728 nChanged 81
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	Iteration 108Q: 3 clusters Score -5580724 nChanged 72
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5580741 nChanged 66
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5580750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5580741.500000 Penalty: 5339.526367
	Iteration 111Q: 3 clusters Score -5580742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5580770.500000 Penalty: 5339.526367
	Iteration 112Q: 3 clusters Score -5580770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5580769.000000 Penalty: 5339.526367
	Iteration 113Q: 3 clusters Score -5580769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5580774.000000 Penalty: 5339.526367
	Iteration 114Q: 3 clusters Score -5580774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5580769.500000 Penalty: 5339.526367
	Iteration 115Q: 3 clusters Score -5580770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -5580789.000000 Penalty: 5339.526367
	Iteration 116Q: 3 clusters Score -5580789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5580785.000000 Penalty: 5339.526367
	Iteration 117Q: 3 clusters Score -5580785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -5580781.000000 Penalty: 5339.526367
	Iteration 118Q: 3 clusters Score -5580781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5580791.500000 Penalty: 5339.526367
	Iteration 119Q: 3 clusters Score -5580792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -5580797.500000 Penalty: 5339.526367
	Iteration 120F: 3 clusters Score -5580798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5580811.500000 Penalty: 5339.526367
	Iteration 121Q: 3 clusters Score -5580812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5580808.500000 Penalty: 5339.526367
	Iteration 122Q: 3 clusters Score -5580808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5580816.500000 Penalty: 5339.526367
	Iteration 123Q: 3 clusters Score -5580816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -5580810.000000 Penalty: 5339.526367
	Iteration 124Q: 3 clusters Score -5580810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -5580827.000000 Penalty: 5339.526367
	Iteration 125Q: 3 clusters Score -5580827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5580822.000000 Penalty: 5339.526367
	Iteration 126Q: 3 clusters Score -5580822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5580816.000000 Penalty: 5339.526367
	Iteration 127Q: 3 clusters Score -5580816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5580830.000000 Penalty: 5339.526367
	Iteration 128Q: 3 clusters Score -5580830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -5580824.500000 Penalty: 5339.526367
	Iteration 129Q: 3 clusters Score -5580824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5580827.000000 Penalty: 5339.526367
	Iteration 130Q: 3 clusters Score -5580827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5580828.500000 Penalty: 5339.526367
	Iteration 131Q: 3 clusters Score -5580828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5580831.000000 Penalty: 5339.526367
	Iteration 132Q: 3 clusters Score -5580831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5580844.000000 Penalty: 5339.526367
	Iteration 133Q: 3 clusters Score -5580844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -5580851.500000 Penalty: 5339.526367
	Iteration 134Q: 3 clusters Score -5580852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5580847.500000 Penalty: 5339.526367
	Iteration 135Q: 3 clusters Score -5580848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5580845.000000 Penalty: 5339.526367
	Iteration 136Q: 3 clusters Score -5580845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -5580839.500000 Penalty: 5339.526367
	Iteration 137Q: 3 clusters Score -5580840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5580839.500000 Penalty: 5339.526367
	Iteration 138Q: 3 clusters Score -5580840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5580823.000000 Penalty: 5339.526367
	Iteration 139Q: 3 clusters Score -5580823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -5580827.500000 Penalty: 5339.526367
	Iteration 140F: 3 clusters Score -5580828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5580838.000000 Penalty: 5339.526367
	Iteration 141Q: 3 clusters Score -5580838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5580839.500000 Penalty: 5339.526367
	Iteration 142Q: 3 clusters Score -5580840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5580837.000000 Penalty: 5339.526367
	Iteration 143Q: 3 clusters Score -5580837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5580832.500000 Penalty: 5339.526367
	Iteration 144Q: 3 clusters Score -5580832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5580827.500000 Penalty: 5339.526367
	Iteration 145Q: 3 clusters Score -5580828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -5580829.000000 Penalty: 5339.526367
	Iteration 146Q: 3 clusters Score -5580829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5580840.500000 Penalty: 5339.526367
	Iteration 147Q: 3 clusters Score -5580840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5580831.000000 Penalty: 5339.526367
	Iteration 148Q: 3 clusters Score -5580831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5580840.500000 Penalty: 5339.526367
	Iteration 149Q: 3 clusters Score -5580840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5580833.500000 Penalty: 5339.526367
	Iteration 150Q: 3 clusters Score -5580834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5580825.000000 Penalty: 5339.526367
	Iteration 151Q: 3 clusters Score -5580825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -5580851.000000 Penalty: 5339.526367
	Iteration 152Q: 3 clusters Score -5580851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -5580847.000000 Penalty: 5339.526367
	Iteration 153Q: 3 clusters Score -5580847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5580850.000000 Penalty: 5339.526367
	Iteration 154Q: 3 clusters Score -5580850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5580844.000000 Penalty: 5339.526367
	Iteration 155Q: 3 clusters Score -5580844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5580856.000000 Penalty: 5339.526367
	Iteration 156Q: 3 clusters Score -5580856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5580843.000000 Penalty: 5339.526367
	Iteration 157Q: 3 clusters Score -5580843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5580845.000000 Penalty: 5339.526367
	Iteration 158Q: 3 clusters Score -5580845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -5580853.500000 Penalty: 5339.526367
	Iteration 159Q: 3 clusters Score -5580854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5580853.500000 Penalty: 5339.526367
	Iteration 160F: 3 clusters Score -5580854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5580850.000000 Penalty: 5339.526367
	Iteration 161Q: 3 clusters Score -5580850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -5580844.500000 Penalty: 5339.526367
	Iteration 162Q: 3 clusters Score -5580844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -5580852.500000 Penalty: 5339.526367
	Iteration 163Q: 3 clusters Score -5580852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5580864.000000 Penalty: 5339.526367
	Iteration 164Q: 3 clusters Score -5580864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5580862.500000 Penalty: 5339.526367
	Iteration 165Q: 3 clusters Score -5580862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5580869.500000 Penalty: 5339.526367
	Iteration 166Q: 3 clusters Score -5580870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5580865.500000 Penalty: 5339.526367
	Iteration 167Q: 3 clusters Score -5580866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5580864.500000 Penalty: 5339.526367
	Iteration 168Q: 3 clusters Score -5580864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -5580863.500000 Penalty: 5339.526367
	Iteration 169Q: 3 clusters Score -5580864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5580860.000000 Penalty: 5339.526367
	Iteration 170Q: 3 clusters Score -5580860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5580868.000000 Penalty: 5339.526367
	Iteration 171Q: 3 clusters Score -5580868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5580869.500000 Penalty: 5339.526367
	Iteration 172Q: 3 clusters Score -5580870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5580882.500000 Penalty: 5339.526367
	Iteration 173Q: 3 clusters Score -5580882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5580880.000000 Penalty: 5339.526367
	Iteration 174Q: 3 clusters Score -5580880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5580882.000000 Penalty: 5339.526367
	Iteration 175Q: 3 clusters Score -5580882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5580873.000000 Penalty: 5339.526367
	Iteration 176Q: 3 clusters Score -5580873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -5580876.000000 Penalty: 5339.526367
	Iteration 177Q: 3 clusters Score -5580876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5580875.500000 Penalty: 5339.526367
	Iteration 178Q: 3 clusters Score -5580876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -5580877.500000 Penalty: 5339.526367
	Iteration 179Q: 3 clusters Score -5580878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5580886.500000 Penalty: 5339.526367
	Iteration 180F: 3 clusters Score -5580886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5580880.000000 Penalty: 5339.526367
	Iteration 181Q: 3 clusters Score -5580880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -5580885.500000 Penalty: 5339.526367
	Iteration 182Q: 3 clusters Score -5580886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5580882.000000 Penalty: 5339.526367
	Iteration 183Q: 3 clusters Score -5580882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5580882.000000 Penalty: 5339.526367
	Iteration 184Q: 3 clusters Score -5580882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5580882.000000 Penalty: 5339.526367
	Iteration 185Q: 3 clusters Score -5580882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5580882.000000 Penalty: 5339.526367
	Iteration 186F: 3 clusters Score -5580882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -966983.125000 Penalty: 2234.191162
	Iteration 0F: 2 clusters Score -966983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -960577.250000 Penalty: 4468.382324
	Iteration 0F: 3 clusters Score -960577.2 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -964055.375000 Penalty: 4468.382324
	Iteration 1F: 3 clusters Score -964055.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -970867.875000 Penalty: 4468.382324
	Iteration 2F: 3 clusters Score -970867.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -978771.937500 Penalty: 4468.382324
	Iteration 3F: 3 clusters Score -978771.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -980292.250000 Penalty: 4468.382324
	Iteration 4F: 3 clusters Score -980292.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -980557.375000 Penalty: 4468.382324
	Iteration 5Q: 3 clusters Score -980557.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -980653.687500 Penalty: 4468.382324
	Iteration 6Q: 3 clusters Score -980653.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -980705.625000 Penalty: 4468.382324
	Iteration 7Q: 3 clusters Score -980705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -980739.062500 Penalty: 4468.382324
	Iteration 8Q: 3 clusters Score -980739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -980776.500000 Penalty: 4468.382324
	Iteration 9Q: 3 clusters Score -980776.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -980810.187500 Penalty: 4468.382324
	Iteration 10Q: 3 clusters Score -980810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -980829.687500 Penalty: 4468.382324
	Iteration 11Q: 3 clusters Score -980829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -980859.125000 Penalty: 4468.382324
	Iteration 12Q: 3 clusters Score -980859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -980877.625000 Penalty: 4468.382324
	Iteration 13Q: 3 clusters Score -980877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -980892.000000 Penalty: 4468.382324
	Iteration 14Q: 3 clusters Score -980892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -980892.000000 Penalty: 4468.382324
	Iteration 15F: 3 clusters Score -980892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 11673 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 56581 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 34346 members 
Mstep: Class 29 contains 231 members 
Entering Unmasked Estep 
Score: -141740320.000000 Penalty: 100494.453125
Splitting cluster 18 changes total score from -141650688.000000 to -141740320.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (11933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Entering Unmasked Estep 
Score: -1373118.750000 Penalty: 2327.991699
	Iteration 0F: 2 clusters Score -1373119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1364274.125000 Penalty: 4655.983398
	Iteration 0F: 3 clusters Score -1364274 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1368165.625000 Penalty: 4655.983398
	Iteration 1F: 3 clusters Score -1368166 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1370193.500000 Penalty: 4655.983398
	Iteration 2F: 3 clusters Score -1370194 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1371624.500000 Penalty: 4655.983398
	Iteration 3F: 3 clusters Score -1371624 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1372472.750000 Penalty: 4655.983398
	Iteration 4F: 3 clusters Score -1372473 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1373116.875000 Penalty: 4655.983398
	Iteration 5F: 3 clusters Score -1373117 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1373781.875000 Penalty: 4655.983398
	Iteration 6Q: 3 clusters Score -1373782 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1374543.000000 Penalty: 4655.983398
	Iteration 7Q: 3 clusters Score -1374543 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1375954.500000 Penalty: 4655.983398
	Iteration 8F: 3 clusters Score -1375954 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1380138.875000 Penalty: 4655.983398
	Iteration 9F: 3 clusters Score -1380139 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1385101.000000 Penalty: 4655.983398
	Iteration 10F: 3 clusters Score -1385101 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1387002.250000 Penalty: 4655.983398
	Iteration 11Q: 3 clusters Score -1387002 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1387811.125000 Penalty: 4655.983398
	Iteration 12Q: 3 clusters Score -1387811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1387862.375000 Penalty: 4655.983398
	Iteration 13Q: 3 clusters Score -1387862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1387864.000000 Penalty: 4655.983398
	Iteration 14Q: 3 clusters Score -1387864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1387862.625000 Penalty: 4655.983398
	Iteration 15Q: 3 clusters Score -1387863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1387862.250000 Penalty: 4655.983398
	Iteration 16Q: 3 clusters Score -1387862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1387862.500000 Penalty: 4655.983398
	Iteration 17Q: 3 clusters Score -1387862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1387862.500000 Penalty: 4655.983398
	Iteration 18F: 3 clusters Score -1387862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 11673 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 157 members 
Mstep: Class 22 contains 13024 members 
Mstep: Class 23 contains 40021 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 20218 members 
Mstep: Class 26 contains 56581 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 34346 members 
Mstep: Class 29 contains 231 members 
Mstep: Class 30 contains 8859 members 
Entering Unmasked Estep 
Score: -141754112.000000 Penalty: 103959.773438
Splitting cluster 19 changes total score from -141650688.000000 to -141754112.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1923 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 210149 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 197568 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 298740 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 11673 members 
Mstep: Class 17 contains 47343 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141783600.000000 Penalty: 103959.773438
Iteration 39Q: 31 clusters Score -1.417836e+08 nChanged 33045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 208742 members 
Mstep: Class 3 contains 15310 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 196239 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 12257 members 
Mstep: Class 8 contains 307051 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 50333 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 43671 members 
Mstep: Class 16 contains 11919 members 
Mstep: Class 17 contains 48158 members 
Mstep: Class 18 contains 9178 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 163 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 39710 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 18993 members 
Mstep: Class 26 contains 54011 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 32966 members 
Mstep: Class 29 contains 324 members 
Mstep: Class 30 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141858528.000000 Penalty: 103959.773438
Iteration 40F: 31 clusters Score -1.418585e+08 nChanged 27221
Entering Unmasked Mstep 
Mstep: Class 0 contains 869 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 206938 members 
Mstep: Class 3 contains 15273 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 193419 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 12066 members 
Mstep: Class 8 contains 310217 members 
Mstep: Class 9 contains 41849 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 48274 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 43046 members 
Mstep: Class 16 contains 11975 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 9981 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 13403 members 
Mstep: Class 23 contains 41746 members 
Mstep: Class 24 contains 7256 members 
Mstep: Class 25 contains 19416 members 
Mstep: Class 26 contains 54010 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 33314 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141904288.000000 Penalty: 103959.773438
Iteration 41Q: 31 clusters Score -1.419043e+08 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 808 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 205528 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 191135 members 
Mstep: Class 6 contains 1201 members 
Mstep: Class 7 contains 11897 members 
Mstep: Class 8 contains 313566 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 10995 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 46451 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 42587 members 
Mstep: Class 16 contains 12075 members 
Mstep: Class 17 contains 47039 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 176 members 
Mstep: Class 22 contains 13838 members 
Mstep: Class 23 contains 43179 members 
Mstep: Class 24 contains 7300 members 
Mstep: Class 25 contains 19652 members 
Mstep: Class 26 contains 53870 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 33417 members 
Mstep: Class 29 contains 858 members 
Mstep: Class 30 contains 8373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141908112.000000 Penalty: 103959.773438
Iteration 42Q: 31 clusters Score -1.419081e+08 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 204377 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 189324 members 
Mstep: Class 6 contains 1205 members 
Mstep: Class 7 contains 11779 members 
Mstep: Class 8 contains 316551 members 
Mstep: Class 9 contains 40923 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 44815 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 42229 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 46672 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 194 members 
Mstep: Class 22 contains 14156 members 
Mstep: Class 23 contains 44374 members 
Mstep: Class 24 contains 7323 members 
Mstep: Class 25 contains 19777 members 
Mstep: Class 26 contains 53713 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 33488 members 
Mstep: Class 29 contains 857 members 
Mstep: Class 30 contains 8306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909712.000000 Penalty: 103959.773438
Iteration 43Q: 31 clusters Score -1.419097e+08 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 203475 members 
Mstep: Class 3 contains 15152 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 187732 members 
Mstep: Class 6 contains 1206 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 319335 members 
Mstep: Class 9 contains 40613 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 10969 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 43317 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 41909 members 
Mstep: Class 16 contains 12225 members 
Mstep: Class 17 contains 46328 members 
Mstep: Class 18 contains 11385 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 209 members 
Mstep: Class 22 contains 14421 members 
Mstep: Class 23 contains 45358 members 
Mstep: Class 24 contains 7340 members 
Mstep: Class 25 contains 19855 members 
Mstep: Class 26 contains 53518 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 33571 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 8181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910528.000000 Penalty: 103959.773438
Iteration 44Q: 31 clusters Score -1.419105e+08 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 202755 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 186534 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 11643 members 
Mstep: Class 8 contains 321724 members 
Mstep: Class 9 contains 40380 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 41894 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 46033 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 14621 members 
Mstep: Class 23 contains 46243 members 
Mstep: Class 24 contains 7352 members 
Mstep: Class 25 contains 19913 members 
Mstep: Class 26 contains 53309 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 33654 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911568.000000 Penalty: 103959.773438
Iteration 45Q: 31 clusters Score -1.419116e+08 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 202195 members 
Mstep: Class 3 contains 15055 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 185609 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 323713 members 
Mstep: Class 9 contains 40176 members 
Mstep: Class 10 contains 3471 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 40596 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 41419 members 
Mstep: Class 16 contains 12292 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 18 contains 11909 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 14782 members 
Mstep: Class 23 contains 46977 members 
Mstep: Class 24 contains 7354 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 53126 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 33741 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911568.000000 Penalty: 103959.773438
Iteration 46Q: 31 clusters Score -1.419116e+08 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 201742 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184938 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 325317 members 
Mstep: Class 9 contains 39996 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 39405 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 41264 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 45633 members 
Mstep: Class 18 contains 12127 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 14940 members 
Mstep: Class 23 contains 47629 members 
Mstep: Class 24 contains 7360 members 
Mstep: Class 25 contains 19989 members 
Mstep: Class 26 contains 52962 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 33805 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911328.000000 Penalty: 103959.773438
Iteration 47Q: 31 clusters Score -1.419113e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 201367 members 
Mstep: Class 3 contains 14995 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184481 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11512 members 
Mstep: Class 8 contains 326481 members 
Mstep: Class 9 contains 39872 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 38391 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 41149 members 
Mstep: Class 16 contains 12335 members 
Mstep: Class 17 contains 45443 members 
Mstep: Class 18 contains 12318 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 231 members 
Mstep: Class 22 contains 15064 members 
Mstep: Class 23 contains 48239 members 
Mstep: Class 24 contains 7370 members 
Mstep: Class 25 contains 20011 members 
Mstep: Class 26 contains 52815 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 33871 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911344.000000 Penalty: 103959.773438
Iteration 48Q: 31 clusters Score -1.419113e+08 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 201048 members 
Mstep: Class 3 contains 14988 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184120 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 327362 members 
Mstep: Class 9 contains 39797 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 37538 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 41041 members 
Mstep: Class 16 contains 12357 members 
Mstep: Class 17 contains 45279 members 
Mstep: Class 18 contains 12451 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 232 members 
Mstep: Class 22 contains 15191 members 
Mstep: Class 23 contains 48789 members 
Mstep: Class 24 contains 7380 members 
Mstep: Class 25 contains 20044 members 
Mstep: Class 26 contains 52696 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 33937 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911424.000000 Penalty: 103959.773438
Iteration 49Q: 31 clusters Score -1.419114e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 200778 members 
Mstep: Class 3 contains 14977 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 183912 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11467 members 
Mstep: Class 8 contains 328101 members 
Mstep: Class 9 contains 39732 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 10965 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 36768 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 40935 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 45142 members 
Mstep: Class 18 contains 12562 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 234 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 49236 members 
Mstep: Class 24 contains 7391 members 
Mstep: Class 25 contains 20049 members 
Mstep: Class 26 contains 52590 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 33978 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911968.000000 Penalty: 103959.773438
Iteration 50Q: 31 clusters Score -1.41912e+08 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 200534 members 
Mstep: Class 3 contains 14968 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 183872 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 328679 members 
Mstep: Class 9 contains 39680 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 10968 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 36041 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 40848 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 45016 members 
Mstep: Class 18 contains 12665 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 236 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 49620 members 
Mstep: Class 24 contains 7399 members 
Mstep: Class 25 contains 20064 members 
Mstep: Class 26 contains 52496 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 34006 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911616.000000 Penalty: 103959.773438
Iteration 51Q: 31 clusters Score -1.419116e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 200332 members 
Mstep: Class 3 contains 14966 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184012 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11411 members 
Mstep: Class 8 contains 329034 members 
Mstep: Class 9 contains 39626 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 10968 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 35404 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 40779 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 44887 members 
Mstep: Class 18 contains 12746 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 15520 members 
Mstep: Class 23 contains 49955 members 
Mstep: Class 24 contains 7410 members 
Mstep: Class 25 contains 20071 members 
Mstep: Class 26 contains 52409 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 34045 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911200.000000 Penalty: 103959.773438
Iteration 52Q: 31 clusters Score -1.419112e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 200185 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184317 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11388 members 
Mstep: Class 8 contains 329132 members 
Mstep: Class 9 contains 39559 members 
Mstep: Class 10 contains 3886 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 34854 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 40713 members 
Mstep: Class 16 contains 12459 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 12818 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 239 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 50265 members 
Mstep: Class 24 contains 7413 members 
Mstep: Class 25 contains 20082 members 
Mstep: Class 26 contains 52322 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34065 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911056.000000 Penalty: 103959.773438
Iteration 53Q: 31 clusters Score -1.419111e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 200013 members 
Mstep: Class 3 contains 14957 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 184709 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 329106 members 
Mstep: Class 9 contains 39506 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 40664 members 
Mstep: Class 16 contains 12473 members 
Mstep: Class 17 contains 44715 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 50536 members 
Mstep: Class 24 contains 7422 members 
Mstep: Class 25 contains 20126 members 
Mstep: Class 26 contains 52243 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34082 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910832.000000 Penalty: 103959.773438
Iteration 54Q: 31 clusters Score -1.419108e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 199863 members 
Mstep: Class 3 contains 14953 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 185151 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11345 members 
Mstep: Class 8 contains 328950 members 
Mstep: Class 9 contains 39452 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 33974 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 40625 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 17 contains 44628 members 
Mstep: Class 18 contains 12914 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 15738 members 
Mstep: Class 23 contains 50746 members 
Mstep: Class 24 contains 7420 members 
Mstep: Class 25 contains 20153 members 
Mstep: Class 26 contains 52186 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34104 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910416.000000 Penalty: 103959.773438
Iteration 55Q: 31 clusters Score -1.419104e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 199742 members 
Mstep: Class 3 contains 14950 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 185602 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11316 members 
Mstep: Class 8 contains 328753 members 
Mstep: Class 9 contains 39431 members 
Mstep: Class 10 contains 3984 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 33633 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 40581 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 44539 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 15793 members 
Mstep: Class 23 contains 50936 members 
Mstep: Class 24 contains 7422 members 
Mstep: Class 25 contains 20167 members 
Mstep: Class 26 contains 52112 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34121 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 6982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910128.000000 Penalty: 103959.773438
Iteration 56Q: 31 clusters Score -1.419101e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 199618 members 
Mstep: Class 3 contains 14956 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 186063 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 328475 members 
Mstep: Class 9 contains 39408 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 10969 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 33329 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 40538 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 44472 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 15846 members 
Mstep: Class 23 contains 51116 members 
Mstep: Class 24 contains 7416 members 
Mstep: Class 25 contains 20229 members 
Mstep: Class 26 contains 52064 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34127 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 6923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909984.000000 Penalty: 103959.773438
Iteration 57Q: 31 clusters Score -1.4191e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 199492 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 186499 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11280 members 
Mstep: Class 8 contains 328169 members 
Mstep: Class 9 contains 39387 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 10970 members 
Mstep: Class 12 contains 3812 members 
Mstep: Class 13 contains 33060 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 40495 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 15900 members 
Mstep: Class 23 contains 51285 members 
Mstep: Class 24 contains 7421 members 
Mstep: Class 25 contains 20288 members 
Mstep: Class 26 contains 52022 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34135 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910096.000000 Penalty: 103959.773438
Iteration 58Q: 31 clusters Score -1.419101e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 199380 members 
Mstep: Class 3 contains 14968 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 186962 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11265 members 
Mstep: Class 8 contains 327833 members 
Mstep: Class 9 contains 39356 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 10971 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 32836 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 40458 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 44365 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 15954 members 
Mstep: Class 23 contains 51437 members 
Mstep: Class 24 contains 7424 members 
Mstep: Class 25 contains 20345 members 
Mstep: Class 26 contains 51980 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34150 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 6817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909904.000000 Penalty: 103959.773438
Iteration 59Q: 31 clusters Score -1.419099e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 199265 members 
Mstep: Class 3 contains 14975 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 187498 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11252 members 
Mstep: Class 8 contains 327459 members 
Mstep: Class 9 contains 39332 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 11 contains 10976 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 40411 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 44348 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 16012 members 
Mstep: Class 23 contains 51558 members 
Mstep: Class 24 contains 7428 members 
Mstep: Class 25 contains 20360 members 
Mstep: Class 26 contains 51943 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 34145 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931648.000000 Penalty: 103959.773438
Iteration 60F: 31 clusters Score -1.419316e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 199161 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 188020 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11240 members 
Mstep: Class 8 contains 327061 members 
Mstep: Class 9 contains 39301 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 10973 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 40383 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 44292 members 
Mstep: Class 18 contains 13140 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 16059 members 
Mstep: Class 23 contains 51666 members 
Mstep: Class 24 contains 7434 members 
Mstep: Class 25 contains 20387 members 
Mstep: Class 26 contains 51922 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 34165 members 
Mstep: Class 29 contains 1099 members 
Mstep: Class 30 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934064.000000 Penalty: 103959.773438
Iteration 61Q: 31 clusters Score -1.419341e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 199098 members 
Mstep: Class 3 contains 14982 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 188520 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 326653 members 
Mstep: Class 9 contains 39266 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 4113 members 
Mstep: Class 13 contains 32202 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 40355 members 
Mstep: Class 16 contains 12515 members 
Mstep: Class 17 contains 44257 members 
Mstep: Class 18 contains 13159 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 16120 members 
Mstep: Class 23 contains 51768 members 
Mstep: Class 24 contains 7438 members 
Mstep: Class 25 contains 20394 members 
Mstep: Class 26 contains 51895 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34172 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934256.000000 Penalty: 103959.773438
Iteration 62Q: 31 clusters Score -1.419343e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 199041 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 188988 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 326256 members 
Mstep: Class 9 contains 39234 members 
Mstep: Class 10 contains 4126 members 
Mstep: Class 11 contains 10963 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 32017 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 40335 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 13183 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 16188 members 
Mstep: Class 23 contains 51863 members 
Mstep: Class 24 contains 7437 members 
Mstep: Class 25 contains 20383 members 
Mstep: Class 26 contains 51861 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34183 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934128.000000 Penalty: 103959.773438
Iteration 63Q: 31 clusters Score -1.419341e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 198963 members 
Mstep: Class 3 contains 14982 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 189491 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11206 members 
Mstep: Class 8 contains 325867 members 
Mstep: Class 9 contains 39207 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 31840 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 40312 members 
Mstep: Class 16 contains 12517 members 
Mstep: Class 17 contains 44205 members 
Mstep: Class 18 contains 13205 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 51939 members 
Mstep: Class 24 contains 7441 members 
Mstep: Class 25 contains 20381 members 
Mstep: Class 26 contains 51832 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34200 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934176.000000 Penalty: 103959.773438
Iteration 64Q: 31 clusters Score -1.419342e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 198892 members 
Mstep: Class 3 contains 14985 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 189982 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 325456 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 4350 members 
Mstep: Class 13 contains 31687 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 40290 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 44182 members 
Mstep: Class 18 contains 13233 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 16328 members 
Mstep: Class 23 contains 52012 members 
Mstep: Class 24 contains 7443 members 
Mstep: Class 25 contains 20369 members 
Mstep: Class 26 contains 51804 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34175 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934464.000000 Penalty: 103959.773438
Iteration 65Q: 31 clusters Score -1.419345e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 198811 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 190432 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 325074 members 
Mstep: Class 9 contains 39180 members 
Mstep: Class 10 contains 4172 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 31572 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 40263 members 
Mstep: Class 16 contains 12516 members 
Mstep: Class 17 contains 44175 members 
Mstep: Class 18 contains 13256 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16394 members 
Mstep: Class 23 contains 52073 members 
Mstep: Class 24 contains 7446 members 
Mstep: Class 25 contains 20383 members 
Mstep: Class 26 contains 51770 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34156 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934576.000000 Penalty: 103959.773438
Iteration 66Q: 31 clusters Score -1.419346e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 198737 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 190911 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11170 members 
Mstep: Class 8 contains 324673 members 
Mstep: Class 9 contains 39164 members 
Mstep: Class 10 contains 4186 members 
Mstep: Class 11 contains 10959 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 31450 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 40240 members 
Mstep: Class 16 contains 12516 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 13270 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16467 members 
Mstep: Class 23 contains 52110 members 
Mstep: Class 24 contains 7447 members 
Mstep: Class 25 contains 20399 members 
Mstep: Class 26 contains 51746 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34136 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934448.000000 Penalty: 103959.773438
Iteration 67Q: 31 clusters Score -1.419344e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 198688 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 191365 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 324277 members 
Mstep: Class 9 contains 39159 members 
Mstep: Class 10 contains 4197 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 4548 members 
Mstep: Class 13 contains 31341 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 40221 members 
Mstep: Class 16 contains 12517 members 
Mstep: Class 17 contains 44150 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16546 members 
Mstep: Class 23 contains 52148 members 
Mstep: Class 24 contains 7450 members 
Mstep: Class 25 contains 20407 members 
Mstep: Class 26 contains 51726 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34124 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934528.000000 Penalty: 103959.773438
Iteration 68Q: 31 clusters Score -1.419345e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 198626 members 
Mstep: Class 3 contains 14980 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 191784 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 323929 members 
Mstep: Class 9 contains 39156 members 
Mstep: Class 10 contains 4203 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 4607 members 
Mstep: Class 13 contains 31246 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 40201 members 
Mstep: Class 16 contains 12518 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16617 members 
Mstep: Class 23 contains 52182 members 
Mstep: Class 24 contains 7453 members 
Mstep: Class 25 contains 20423 members 
Mstep: Class 26 contains 51702 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34119 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934560.000000 Penalty: 103959.773438
Iteration 69Q: 31 clusters Score -1.419346e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 198577 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 192180 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11150 members 
Mstep: Class 8 contains 323597 members 
Mstep: Class 9 contains 39151 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 10954 members 
Mstep: Class 12 contains 4651 members 
Mstep: Class 13 contains 31161 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 40182 members 
Mstep: Class 16 contains 12518 members 
Mstep: Class 17 contains 44065 members 
Mstep: Class 18 contains 13290 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16687 members 
Mstep: Class 23 contains 52207 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20432 members 
Mstep: Class 26 contains 51686 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34112 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141934704.000000 Penalty: 103959.773438
Iteration 70Q: 31 clusters Score -1.419347e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 198521 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 192594 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11143 members 
Mstep: Class 8 contains 323273 members 
Mstep: Class 9 contains 39144 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 4696 members 
Mstep: Class 13 contains 31083 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 40167 members 
Mstep: Class 16 contains 12520 members 
Mstep: Class 17 contains 44032 members 
Mstep: Class 18 contains 13295 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16746 members 
Mstep: Class 23 contains 52228 members 
Mstep: Class 24 contains 7457 members 
Mstep: Class 25 contains 20428 members 
Mstep: Class 26 contains 51659 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34111 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935088.000000 Penalty: 103959.773438
Iteration 71Q: 31 clusters Score -1.419351e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 198479 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 192963 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 322943 members 
Mstep: Class 9 contains 39148 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 10951 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 31014 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 40148 members 
Mstep: Class 16 contains 12521 members 
Mstep: Class 17 contains 44003 members 
Mstep: Class 18 contains 13306 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 270 members 
Mstep: Class 22 contains 16810 members 
Mstep: Class 23 contains 52253 members 
Mstep: Class 24 contains 7458 members 
Mstep: Class 25 contains 20425 members 
Mstep: Class 26 contains 51648 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34098 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935104.000000 Penalty: 103959.773438
Iteration 72Q: 31 clusters Score -1.419351e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 198424 members 
Mstep: Class 3 contains 14983 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 193337 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 322634 members 
Mstep: Class 9 contains 39143 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 40137 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 43978 members 
Mstep: Class 18 contains 13317 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 16862 members 
Mstep: Class 23 contains 52262 members 
Mstep: Class 24 contains 7458 members 
Mstep: Class 25 contains 20417 members 
Mstep: Class 26 contains 51621 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34088 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935040.000000 Penalty: 103959.773438
Iteration 73Q: 31 clusters Score -1.41935e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 198370 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 193679 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11143 members 
Mstep: Class 8 contains 322363 members 
Mstep: Class 9 contains 39145 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 10951 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 30910 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 40131 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 43951 members 
Mstep: Class 18 contains 13326 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 52272 members 
Mstep: Class 24 contains 7457 members 
Mstep: Class 25 contains 20413 members 
Mstep: Class 26 contains 51595 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34057 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935216.000000 Penalty: 103959.773438
Iteration 74Q: 31 clusters Score -1.419352e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 198308 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 193988 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 8 contains 322123 members 
Mstep: Class 9 contains 39147 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 10951 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 30860 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 40128 members 
Mstep: Class 16 contains 12520 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 16972 members 
Mstep: Class 23 contains 52273 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20409 members 
Mstep: Class 26 contains 51580 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34036 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935168.000000 Penalty: 103959.773438
Iteration 75Q: 31 clusters Score -1.419352e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 198253 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 194247 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 321918 members 
Mstep: Class 9 contains 39149 members 
Mstep: Class 10 contains 4241 members 
Mstep: Class 11 contains 10948 members 
Mstep: Class 12 contains 4913 members 
Mstep: Class 13 contains 30814 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 40118 members 
Mstep: Class 16 contains 12516 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 13344 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17023 members 
Mstep: Class 23 contains 52283 members 
Mstep: Class 24 contains 7455 members 
Mstep: Class 25 contains 20404 members 
Mstep: Class 26 contains 51569 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34016 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935184.000000 Penalty: 103959.773438
Iteration 76Q: 31 clusters Score -1.419352e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 198190 members 
Mstep: Class 3 contains 14974 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 194508 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11133 members 
Mstep: Class 8 contains 321739 members 
Mstep: Class 9 contains 39140 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 30758 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 40111 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 43899 members 
Mstep: Class 18 contains 13354 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17072 members 
Mstep: Class 23 contains 52282 members 
Mstep: Class 24 contains 7456 members 
Mstep: Class 25 contains 20403 members 
Mstep: Class 26 contains 51558 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 34004 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935088.000000 Penalty: 103959.773438
Iteration 77Q: 31 clusters Score -1.419351e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 198133 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 194765 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11131 members 
Mstep: Class 8 contains 321557 members 
Mstep: Class 9 contains 39130 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 30711 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 40105 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 13365 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 52287 members 
Mstep: Class 24 contains 7456 members 
Mstep: Class 25 contains 20398 members 
Mstep: Class 26 contains 51548 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33988 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141935184.000000 Penalty: 103959.773438
Iteration 78Q: 31 clusters Score -1.419352e+08 nChanged 724
Entering ConstructFrom: 
Score: -141935184.000000 Penalty: 103959.773438
Entering ConstructFrom: 
Trying to split cluster 1 (27691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Entering Unmasked Estep 
Score: -3409758.750000 Penalty: 2536.758057
	Iteration 0F: 2 clusters Score -3409759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3390629.750000 Penalty: 5073.516113
	Iteration 0F: 3 clusters Score -3390630 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3397712.500000 Penalty: 5073.516113
	Iteration 1F: 3 clusters Score -3397712 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3398503.250000 Penalty: 5073.516113
	Iteration 2F: 3 clusters Score -3398503 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3399552.500000 Penalty: 5073.516113
	Iteration 3F: 3 clusters Score -3399552 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3401055.250000 Penalty: 5073.516113
	Iteration 4F: 3 clusters Score -3401055 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3403032.000000 Penalty: 5073.516113
	Iteration 5F: 3 clusters Score -3403032 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3404842.500000 Penalty: 5073.516113
	Iteration 6F: 3 clusters Score -3404842 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3406223.750000 Penalty: 5073.516113
	Iteration 7F: 3 clusters Score -3406224 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3407087.750000 Penalty: 5073.516113
	Iteration 8Q: 3 clusters Score -3407088 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3407618.250000 Penalty: 5073.516113
	Iteration 9Q: 3 clusters Score -3407618 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3408056.500000 Penalty: 5073.516113
	Iteration 10Q: 3 clusters Score -3408056 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3408424.250000 Penalty: 5073.516113
	Iteration 11Q: 3 clusters Score -3408424 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3408726.750000 Penalty: 5073.516113
	Iteration 12Q: 3 clusters Score -3408727 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3408982.750000 Penalty: 5073.516113
	Iteration 13Q: 3 clusters Score -3408983 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3409166.750000 Penalty: 5073.516113
	Iteration 14Q: 3 clusters Score -3409167 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3409302.000000 Penalty: 5073.516113
	Iteration 15Q: 3 clusters Score -3409302 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3409386.500000 Penalty: 5073.516113
	Iteration 16Q: 3 clusters Score -3409386 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3409436.250000 Penalty: 5073.516113
	Iteration 17Q: 3 clusters Score -3409436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3409459.000000 Penalty: 5073.516113
	Iteration 18Q: 3 clusters Score -3409459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3409472.250000 Penalty: 5073.516113
	Iteration 19Q: 3 clusters Score -3409472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3409471.750000 Penalty: 5073.516113
	Iteration 20F: 3 clusters Score -3409472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3409482.500000 Penalty: 5073.516113
	Iteration 21Q: 3 clusters Score -3409482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3409485.000000 Penalty: 5073.516113
	Iteration 22Q: 3 clusters Score -3409485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3409482.250000 Penalty: 5073.516113
	Iteration 23Q: 3 clusters Score -3409482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3409480.250000 Penalty: 5073.516113
	Iteration 24Q: 3 clusters Score -3409480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3409476.750000 Penalty: 5073.516113
	Iteration 25Q: 3 clusters Score -3409477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3409478.750000 Penalty: 5073.516113
	Iteration 26Q: 3 clusters Score -3409479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3409478.500000 Penalty: 5073.516113
	Iteration 27Q: 3 clusters Score -3409478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3409478.500000 Penalty: 5073.516113
	Iteration 28F: 3 clusters Score -3409478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (198076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198076 members 
Entering Unmasked Estep 
Score: -24439008.000000 Penalty: 3024.708740
	Iteration 0F: 2 clusters Score -2.443901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -24308036.000000 Penalty: 6049.417480
	Iteration 0F: 3 clusters Score -2.430804e+07 nChanged 94821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -24364568.000000 Penalty: 6049.417480
	Iteration 1F: 3 clusters Score -2.436457e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -24367880.000000 Penalty: 6049.417480
	Iteration 2Q: 3 clusters Score -2.436788e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -24372300.000000 Penalty: 6049.417480
	Iteration 3F: 3 clusters Score -2.43723e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 114242 members 
Entering Unmasked Estep 
Score: -24378256.000000 Penalty: 6049.417480
	Iteration 4F: 3 clusters Score -2.437826e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -24386478.000000 Penalty: 6049.417480
	Iteration 5F: 3 clusters Score -2.438648e+07 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 133751 members 
Entering Unmasked Estep 
Score: -24396468.000000 Penalty: 6049.417480
	Iteration 6F: 3 clusters Score -2.439647e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -24407118.000000 Penalty: 6049.417480
	Iteration 7F: 3 clusters Score -2.440712e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 155599 members 
Entering Unmasked Estep 
Score: -24417774.000000 Penalty: 6049.417480
	Iteration 8F: 3 clusters Score -2.441777e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -24427490.000000 Penalty: 6049.417480
	Iteration 9Q: 3 clusters Score -2.442749e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -24434738.000000 Penalty: 6049.417480
	Iteration 10Q: 3 clusters Score -2.443474e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -24438736.000000 Penalty: 6049.417480
	Iteration 11Q: 3 clusters Score -2.443874e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -24441032.000000 Penalty: 6049.417480
	Iteration 12Q: 3 clusters Score -2.444103e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -24442364.000000 Penalty: 6049.417480
	Iteration 13Q: 3 clusters Score -2.444236e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 180228 members 
Entering Unmasked Estep 
Score: -24443384.000000 Penalty: 6049.417480
	Iteration 14Q: 3 clusters Score -2.444338e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 181758 members 
Entering Unmasked Estep 
Score: -24443902.000000 Penalty: 6049.417480
	Iteration 15Q: 3 clusters Score -2.44439e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 182986 members 
Entering Unmasked Estep 
Score: -24444482.000000 Penalty: 6049.417480
	Iteration 16Q: 3 clusters Score -2.444448e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 184071 members 
Entering Unmasked Estep 
Score: -24444734.000000 Penalty: 6049.417480
	Iteration 17Q: 3 clusters Score -2.444473e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 184963 members 
Entering Unmasked Estep 
Score: -24444962.000000 Penalty: 6049.417480
	Iteration 18Q: 3 clusters Score -2.444496e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 185740 members 
Entering Unmasked Estep 
Score: -24445086.000000 Penalty: 6049.417480
	Iteration 19Q: 3 clusters Score -2.444509e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 186347 members 
Entering Unmasked Estep 
Score: -24445212.000000 Penalty: 6049.417480
	Iteration 20F: 3 clusters Score -2.444521e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 186806 members 
Entering Unmasked Estep 
Score: -24445196.000000 Penalty: 6049.417480
	Iteration 21Q: 3 clusters Score -2.44452e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -24445354.000000 Penalty: 6049.417480
	Iteration 22Q: 3 clusters Score -2.444535e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 187418 members 
Entering Unmasked Estep 
Score: -24445434.000000 Penalty: 6049.417480
	Iteration 23Q: 3 clusters Score -2.444543e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 187656 members 
Entering Unmasked Estep 
Score: -24445446.000000 Penalty: 6049.417480
	Iteration 24Q: 3 clusters Score -2.444545e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 187857 members 
Entering Unmasked Estep 
Score: -24445464.000000 Penalty: 6049.417480
	Iteration 25Q: 3 clusters Score -2.444546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 188012 members 
Entering Unmasked Estep 
Score: -24445432.000000 Penalty: 6049.417480
	Iteration 26Q: 3 clusters Score -2.444543e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 188150 members 
Entering Unmasked Estep 
Score: -24445438.000000 Penalty: 6049.417480
	Iteration 27Q: 3 clusters Score -2.444544e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 188261 members 
Entering Unmasked Estep 
Score: -24445458.000000 Penalty: 6049.417480
	Iteration 28Q: 3 clusters Score -2.444546e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 188359 members 
Entering Unmasked Estep 
Score: -24445480.000000 Penalty: 6049.417480
	Iteration 29Q: 3 clusters Score -2.444548e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 188453 members 
Entering Unmasked Estep 
Score: -24445510.000000 Penalty: 6049.417480
	Iteration 30Q: 3 clusters Score -2.444551e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 188515 members 
Entering Unmasked Estep 
Score: -24445478.000000 Penalty: 6049.417480
	Iteration 31Q: 3 clusters Score -2.444548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 188567 members 
Entering Unmasked Estep 
Score: -24445496.000000 Penalty: 6049.417480
	Iteration 32Q: 3 clusters Score -2.44455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 188616 members 
Entering Unmasked Estep 
Score: -24445450.000000 Penalty: 6049.417480
	Iteration 33Q: 3 clusters Score -2.444545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 188664 members 
Entering Unmasked Estep 
Score: -24445468.000000 Penalty: 6049.417480
	Iteration 34Q: 3 clusters Score -2.444547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 188709 members 
Entering Unmasked Estep 
Score: -24445460.000000 Penalty: 6049.417480
	Iteration 35Q: 3 clusters Score -2.444546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -24445436.000000 Penalty: 6049.417480
	Iteration 36Q: 3 clusters Score -2.444544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 188776 members 
Entering Unmasked Estep 
Score: -24445462.000000 Penalty: 6049.417480
	Iteration 37Q: 3 clusters Score -2.444546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 188798 members 
Entering Unmasked Estep 
Score: -24445440.000000 Penalty: 6049.417480
	Iteration 38Q: 3 clusters Score -2.444544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 188818 members 
Entering Unmasked Estep 
Score: -24445452.000000 Penalty: 6049.417480
	Iteration 39Q: 3 clusters Score -2.444545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -24445466.000000 Penalty: 6049.417480
	Iteration 40F: 3 clusters Score -2.444547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 188849 members 
Entering Unmasked Estep 
Score: -24445462.000000 Penalty: 6049.417480
	Iteration 41Q: 3 clusters Score -2.444546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 188863 members 
Entering Unmasked Estep 
Score: -24445464.000000 Penalty: 6049.417480
	Iteration 42Q: 3 clusters Score -2.444546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -24445472.000000 Penalty: 6049.417480
	Iteration 43Q: 3 clusters Score -2.444547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 188885 members 
Entering Unmasked Estep 
Score: -24445474.000000 Penalty: 6049.417480
	Iteration 44Q: 3 clusters Score -2.444547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 188892 members 
Entering Unmasked Estep 
Score: -24445460.000000 Penalty: 6049.417480
	Iteration 45Q: 3 clusters Score -2.444546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 188900 members 
Entering Unmasked Estep 
Score: -24445472.000000 Penalty: 6049.417480
	Iteration 46Q: 3 clusters Score -2.444547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 188910 members 
Entering Unmasked Estep 
Score: -24445474.000000 Penalty: 6049.417480
	Iteration 47Q: 3 clusters Score -2.444547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 188919 members 
Entering Unmasked Estep 
Score: -24445458.000000 Penalty: 6049.417480
	Iteration 48Q: 3 clusters Score -2.444546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 188928 members 
Entering Unmasked Estep 
Score: -24445452.000000 Penalty: 6049.417480
	Iteration 49Q: 3 clusters Score -2.444545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 188938 members 
Entering Unmasked Estep 
Score: -24445454.000000 Penalty: 6049.417480
	Iteration 50Q: 3 clusters Score -2.444545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 188948 members 
Entering Unmasked Estep 
Score: -24445454.000000 Penalty: 6049.417480
	Iteration 51Q: 3 clusters Score -2.444545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 188951 members 
Entering Unmasked Estep 
Score: -24445444.000000 Penalty: 6049.417480
	Iteration 52Q: 3 clusters Score -2.444544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 188955 members 
Entering Unmasked Estep 
Score: -24445452.000000 Penalty: 6049.417480
	Iteration 53Q: 3 clusters Score -2.444545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -24445452.000000 Penalty: 6049.417480
	Iteration 54Q: 3 clusters Score -2.444545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 188964 members 
Entering Unmasked Estep 
Score: -24445466.000000 Penalty: 6049.417480
	Iteration 55Q: 3 clusters Score -2.444547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 188969 members 
Entering Unmasked Estep 
Score: -24445468.000000 Penalty: 6049.417480
	Iteration 56Q: 3 clusters Score -2.444547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -24445474.000000 Penalty: 6049.417480
	Iteration 57Q: 3 clusters Score -2.444547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 188977 members 
Entering Unmasked Estep 
Score: -24445476.000000 Penalty: 6049.417480
	Iteration 58Q: 3 clusters Score -2.444548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -24445474.000000 Penalty: 6049.417480
	Iteration 59Q: 3 clusters Score -2.444547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 188991 members 
Entering Unmasked Estep 
Score: -24445464.000000 Penalty: 6049.417480
	Iteration 60F: 3 clusters Score -2.444546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 189000 members 
Entering Unmasked Estep 
Score: -24445476.000000 Penalty: 6049.417480
	Iteration 61Q: 3 clusters Score -2.444548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 189007 members 
Entering Unmasked Estep 
Score: -24445476.000000 Penalty: 6049.417480
	Iteration 62Q: 3 clusters Score -2.444548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 189008 members 
Entering Unmasked Estep 
Score: -24445474.000000 Penalty: 6049.417480
	Iteration 63Q: 3 clusters Score -2.444547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 189011 members 
Entering Unmasked Estep 
Score: -24445484.000000 Penalty: 6049.417480
	Iteration 64Q: 3 clusters Score -2.444548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 189015 members 
Entering Unmasked Estep 
Score: -24445476.000000 Penalty: 6049.417480
	Iteration 65Q: 3 clusters Score -2.444548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 189018 members 
Entering Unmasked Estep 
Score: -24445466.000000 Penalty: 6049.417480
	Iteration 66Q: 3 clusters Score -2.444547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -24445472.000000 Penalty: 6049.417480
	Iteration 67Q: 3 clusters Score -2.444547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -24445472.000000 Penalty: 6049.417480
	Iteration 68F: 3 clusters Score -2.444547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 39127 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Entering Unmasked Estep 
Score: -141940848.000000 Penalty: 107425.101562
Splitting cluster 2 changes total score from -141935184.000000 to -141940848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 3 (14973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Entering Unmasked Estep 
Score: -1826283.250000 Penalty: 2384.272949
	Iteration 0F: 2 clusters Score -1826283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1815375.125000 Penalty: 4768.545898
	Iteration 0F: 3 clusters Score -1815375 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1819352.375000 Penalty: 4768.545898
	Iteration 1F: 3 clusters Score -1819352 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1820330.000000 Penalty: 4768.545898
	Iteration 2F: 3 clusters Score -1820330 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1821560.375000 Penalty: 4768.545898
	Iteration 3F: 3 clusters Score -1821560 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1822661.750000 Penalty: 4768.545898
	Iteration 4F: 3 clusters Score -1822662 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1823450.375000 Penalty: 4768.545898
	Iteration 5F: 3 clusters Score -1823450 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1823963.875000 Penalty: 4768.545898
	Iteration 6F: 3 clusters Score -1823964 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1824215.875000 Penalty: 4768.545898
	Iteration 7Q: 3 clusters Score -1824216 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1824364.250000 Penalty: 4768.545898
	Iteration 8Q: 3 clusters Score -1824364 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1824472.125000 Penalty: 4768.545898
	Iteration 9Q: 3 clusters Score -1824472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1824564.250000 Penalty: 4768.545898
	Iteration 10Q: 3 clusters Score -1824564 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1824655.375000 Penalty: 4768.545898
	Iteration 11Q: 3 clusters Score -1824655 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1824769.375000 Penalty: 4768.545898
	Iteration 12Q: 3 clusters Score -1824769 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1824886.750000 Penalty: 4768.545898
	Iteration 13Q: 3 clusters Score -1824887 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1825026.125000 Penalty: 4768.545898
	Iteration 14Q: 3 clusters Score -1825026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1825161.000000 Penalty: 4768.545898
	Iteration 15Q: 3 clusters Score -1825161 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1825285.625000 Penalty: 4768.545898
	Iteration 16Q: 3 clusters Score -1825286 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1825394.875000 Penalty: 4768.545898
	Iteration 17Q: 3 clusters Score -1825395 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1825488.375000 Penalty: 4768.545898
	Iteration 18Q: 3 clusters Score -1825488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1825545.000000 Penalty: 4768.545898
	Iteration 19Q: 3 clusters Score -1825545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1825572.750000 Penalty: 4768.545898
	Iteration 20F: 3 clusters Score -1825573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1825595.375000 Penalty: 4768.545898
	Iteration 21Q: 3 clusters Score -1825595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1825612.125000 Penalty: 4768.545898
	Iteration 22Q: 3 clusters Score -1825612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1825626.250000 Penalty: 4768.545898
	Iteration 23Q: 3 clusters Score -1825626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1825642.375000 Penalty: 4768.545898
	Iteration 24Q: 3 clusters Score -1825642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1825647.250000 Penalty: 4768.545898
	Iteration 25Q: 3 clusters Score -1825647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1825661.500000 Penalty: 4768.545898
	Iteration 26Q: 3 clusters Score -1825662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1825671.625000 Penalty: 4768.545898
	Iteration 27Q: 3 clusters Score -1825672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1825681.125000 Penalty: 4768.545898
	Iteration 28Q: 3 clusters Score -1825681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1825692.500000 Penalty: 4768.545898
	Iteration 29Q: 3 clusters Score -1825692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1825704.375000 Penalty: 4768.545898
	Iteration 30Q: 3 clusters Score -1825704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1825712.875000 Penalty: 4768.545898
	Iteration 31Q: 3 clusters Score -1825713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1825717.125000 Penalty: 4768.545898
	Iteration 32Q: 3 clusters Score -1825717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1825720.375000 Penalty: 4768.545898
	Iteration 33Q: 3 clusters Score -1825720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1825727.250000 Penalty: 4768.545898
	Iteration 34Q: 3 clusters Score -1825727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1825730.000000 Penalty: 4768.545898
	Iteration 35Q: 3 clusters Score -1825730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1825737.750000 Penalty: 4768.545898
	Iteration 36Q: 3 clusters Score -1825738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1825742.125000 Penalty: 4768.545898
	Iteration 37Q: 3 clusters Score -1825742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1825746.000000 Penalty: 4768.545898
	Iteration 38Q: 3 clusters Score -1825746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1825746.750000 Penalty: 4768.545898
	Iteration 39Q: 3 clusters Score -1825747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1825750.500000 Penalty: 4768.545898
	Iteration 40F: 3 clusters Score -1825750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1825747.375000 Penalty: 4768.545898
	Iteration 41Q: 3 clusters Score -1825747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1825747.500000 Penalty: 4768.545898
	Iteration 42Q: 3 clusters Score -1825748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1825754.875000 Penalty: 4768.545898
	Iteration 43Q: 3 clusters Score -1825755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1825756.625000 Penalty: 4768.545898
	Iteration 44Q: 3 clusters Score -1825757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1825759.750000 Penalty: 4768.545898
	Iteration 45Q: 3 clusters Score -1825760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1825763.875000 Penalty: 4768.545898
	Iteration 46Q: 3 clusters Score -1825764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1825770.500000 Penalty: 4768.545898
	Iteration 47Q: 3 clusters Score -1825770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1825771.375000 Penalty: 4768.545898
	Iteration 48Q: 3 clusters Score -1825771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1825771.750000 Penalty: 4768.545898
	Iteration 49Q: 3 clusters Score -1825772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1825769.375000 Penalty: 4768.545898
	Iteration 50Q: 3 clusters Score -1825769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1825770.625000 Penalty: 4768.545898
	Iteration 51Q: 3 clusters Score -1825771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1825771.625000 Penalty: 4768.545898
	Iteration 52Q: 3 clusters Score -1825772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1825774.750000 Penalty: 4768.545898
	Iteration 53Q: 3 clusters Score -1825775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1825776.875000 Penalty: 4768.545898
	Iteration 54Q: 3 clusters Score -1825777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1825776.750000 Penalty: 4768.545898
	Iteration 55Q: 3 clusters Score -1825777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1825782.875000 Penalty: 4768.545898
	Iteration 56Q: 3 clusters Score -1825783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1825782.750000 Penalty: 4768.545898
	Iteration 57Q: 3 clusters Score -1825783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1825783.000000 Penalty: 4768.545898
	Iteration 58Q: 3 clusters Score -1825783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1825780.875000 Penalty: 4768.545898
	Iteration 59Q: 3 clusters Score -1825781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1825779.500000 Penalty: 4768.545898
	Iteration 60F: 3 clusters Score -1825780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1825781.000000 Penalty: 4768.545898
	Iteration 61Q: 3 clusters Score -1825781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1825780.875000 Penalty: 4768.545898
	Iteration 62Q: 3 clusters Score -1825781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1825777.875000 Penalty: 4768.545898
	Iteration 63Q: 3 clusters Score -1825778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1825777.875000 Penalty: 4768.545898
	Iteration 64F: 3 clusters Score -1825778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -137479.468750 Penalty: 1755.428711
	Iteration 0F: 2 clusters Score -137479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135472.343750 Penalty: 3510.857422
	Iteration 0F: 3 clusters Score -135472.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135912.328125 Penalty: 3510.857422
	Iteration 1F: 3 clusters Score -135912.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136142.421875 Penalty: 3510.857422
	Iteration 2F: 3 clusters Score -136142.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136300.921875 Penalty: 3510.857422
	Iteration 3F: 3 clusters Score -136300.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136398.250000 Penalty: 3510.857422
	Iteration 4Q: 3 clusters Score -136398.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136493.468750 Penalty: 3510.857422
	Iteration 5Q: 3 clusters Score -136493.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136550.156250 Penalty: 3510.857422
	Iteration 6Q: 3 clusters Score -136550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136574.984375 Penalty: 3510.857422
	Iteration 7Q: 3 clusters Score -136575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136607.625000 Penalty: 3510.857422
	Iteration 8Q: 3 clusters Score -136607.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136634.046875 Penalty: 3510.857422
	Iteration 9Q: 3 clusters Score -136634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136670.906250 Penalty: 3510.857422
	Iteration 10Q: 3 clusters Score -136670.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -136702.062500 Penalty: 3510.857422
	Iteration 11Q: 3 clusters Score -136702.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136722.718750 Penalty: 3510.857422
	Iteration 12Q: 3 clusters Score -136722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136734.234375 Penalty: 3510.857422
	Iteration 13Q: 3 clusters Score -136734.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136752.812500 Penalty: 3510.857422
	Iteration 14Q: 3 clusters Score -136752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136770.562500 Penalty: 3510.857422
	Iteration 15Q: 3 clusters Score -136770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136787.500000 Penalty: 3510.857422
	Iteration 16Q: 3 clusters Score -136787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136821.328125 Penalty: 3510.857422
	Iteration 17Q: 3 clusters Score -136821.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136863.140625 Penalty: 3510.857422
	Iteration 18Q: 3 clusters Score -136863.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136893.593750 Penalty: 3510.857422
	Iteration 19Q: 3 clusters Score -136893.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136948.875000 Penalty: 3510.857422
	Iteration 20F: 3 clusters Score -136948.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137019.453125 Penalty: 3510.857422
	Iteration 21Q: 3 clusters Score -137019.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137080.062500 Penalty: 3510.857422
	Iteration 22Q: 3 clusters Score -137080.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137129.562500 Penalty: 3510.857422
	Iteration 23Q: 3 clusters Score -137129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137151.015625 Penalty: 3510.857422
	Iteration 24Q: 3 clusters Score -137151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137161.187500 Penalty: 3510.857422
	Iteration 25Q: 3 clusters Score -137161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137181.296875 Penalty: 3510.857422
	Iteration 26Q: 3 clusters Score -137181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137215.984375 Penalty: 3510.857422
	Iteration 27Q: 3 clusters Score -137216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137252.937500 Penalty: 3510.857422
	Iteration 28Q: 3 clusters Score -137252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137281.609375 Penalty: 3510.857422
	Iteration 29Q: 3 clusters Score -137281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -137310.828125 Penalty: 3510.857422
	Iteration 30Q: 3 clusters Score -137310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -137359.593750 Penalty: 3510.857422
	Iteration 31Q: 3 clusters Score -137359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137416.562500 Penalty: 3510.857422
	Iteration 32Q: 3 clusters Score -137416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137471.359375 Penalty: 3510.857422
	Iteration 33Q: 3 clusters Score -137471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137507.953125 Penalty: 3510.857422
	Iteration 34Q: 3 clusters Score -137508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137523.843750 Penalty: 3510.857422
	Iteration 35Q: 3 clusters Score -137523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137525.859375 Penalty: 3510.857422
	Iteration 36Q: 3 clusters Score -137525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137526.796875 Penalty: 3510.857422
	Iteration 37Q: 3 clusters Score -137526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137526.921875 Penalty: 3510.857422
	Iteration 38F: 3 clusters Score -137526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137618.265625 Penalty: 3510.857422
	Iteration 39Q: 3 clusters Score -137618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137638.328125 Penalty: 3510.857422
	Iteration 40F: 3 clusters Score -137638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 39127 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Entering Unmasked Estep 
Score: -141938768.000000 Penalty: 110890.429688
Splitting cluster 4 changes total score from -141935184.000000 to -141938768.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (194991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194991 members 
Entering Unmasked Estep 
Score: -24402716.000000 Penalty: 3020.815918
	Iteration 0F: 2 clusters Score -2.440272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -24273388.000000 Penalty: 6041.631836
	Iteration 0F: 3 clusters Score -2.427339e+07 nChanged 94035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -24329758.000000 Penalty: 6041.631836
	Iteration 1F: 3 clusters Score -2.432976e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -24333160.000000 Penalty: 6041.631836
	Iteration 2Q: 3 clusters Score -2.433316e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -24337124.000000 Penalty: 6041.631836
	Iteration 3Q: 3 clusters Score -2.433712e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -24341694.000000 Penalty: 6041.631836
	Iteration 4Q: 3 clusters Score -2.434169e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -24346574.000000 Penalty: 6041.631836
	Iteration 5F: 3 clusters Score -2.434657e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -24351574.000000 Penalty: 6041.631836
	Iteration 6F: 3 clusters Score -2.435157e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -24356818.000000 Penalty: 6041.631836
	Iteration 7F: 3 clusters Score -2.435682e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -24363522.000000 Penalty: 6041.631836
	Iteration 8F: 3 clusters Score -2.436352e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -24370492.000000 Penalty: 6041.631836
	Iteration 9F: 3 clusters Score -2.437049e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -24376134.000000 Penalty: 6041.631836
	Iteration 10Q: 3 clusters Score -2.437613e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -24379510.000000 Penalty: 6041.631836
	Iteration 11Q: 3 clusters Score -2.437951e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -24381738.000000 Penalty: 6041.631836
	Iteration 12Q: 3 clusters Score -2.438174e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113306 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -24383594.000000 Penalty: 6041.631836
	Iteration 13Q: 3 clusters Score -2.438359e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -24385220.000000 Penalty: 6041.631836
	Iteration 14Q: 3 clusters Score -2.438522e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -24387096.000000 Penalty: 6041.631836
	Iteration 15Q: 3 clusters Score -2.43871e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114963 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -24388522.000000 Penalty: 6041.631836
	Iteration 16Q: 3 clusters Score -2.438852e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -24390246.000000 Penalty: 6041.631836
	Iteration 17Q: 3 clusters Score -2.439025e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -24391564.000000 Penalty: 6041.631836
	Iteration 18Q: 3 clusters Score -2.439156e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -24392812.000000 Penalty: 6041.631836
	Iteration 19Q: 3 clusters Score -2.439281e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -24394030.000000 Penalty: 6041.631836
	Iteration 20F: 3 clusters Score -2.439403e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -24394710.000000 Penalty: 6041.631836
	Iteration 21Q: 3 clusters Score -2.439471e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -24395248.000000 Penalty: 6041.631836
	Iteration 22Q: 3 clusters Score -2.439525e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124495 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -24395820.000000 Penalty: 6041.631836
	Iteration 23Q: 3 clusters Score -2.439582e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -24396138.000000 Penalty: 6041.631836
	Iteration 24Q: 3 clusters Score -2.439614e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -24396182.000000 Penalty: 6041.631836
	Iteration 25Q: 3 clusters Score -2.439618e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2.439638e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2.439652e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129793 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2.43966e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.439666e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -24396700.000000 Penalty: 6041.631836
	Iteration 30Q: 3 clusters Score -2.43967e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -24396776.000000 Penalty: 6041.631836
	Iteration 31Q: 3 clusters Score -2.439678e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -24396822.000000 Penalty: 6041.631836
	Iteration 32Q: 3 clusters Score -2.439682e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -24396832.000000 Penalty: 6041.631836
	Iteration 33Q: 3 clusters Score -2.439683e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -24396786.000000 Penalty: 6041.631836
	Iteration 34Q: 3 clusters Score -2.439679e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -24396790.000000 Penalty: 6041.631836
	Iteration 35Q: 3 clusters Score -2.439679e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134227 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -24396774.000000 Penalty: 6041.631836
	Iteration 36Q: 3 clusters Score -2.439677e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134557 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -24396804.000000 Penalty: 6041.631836
	Iteration 37Q: 3 clusters Score -2.43968e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -24396784.000000 Penalty: 6041.631836
	Iteration 38Q: 3 clusters Score -2.439678e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.439676e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -24396788.000000 Penalty: 6041.631836
	Iteration 40F: 3 clusters Score -2.439679e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.439678e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135931 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -24396838.000000 Penalty: 6041.631836
	Iteration 42Q: 3 clusters Score -2.439684e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -24396836.000000 Penalty: 6041.631836
	Iteration 43Q: 3 clusters Score -2.439684e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.439688e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.439687e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136680 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.439686e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -24396846.000000 Penalty: 6041.631836
	Iteration 47Q: 3 clusters Score -2.439685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136950 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -24396864.000000 Penalty: 6041.631836
	Iteration 48Q: 3 clusters Score -2.439686e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137082 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -24396852.000000 Penalty: 6041.631836
	Iteration 49Q: 3 clusters Score -2.439685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.439686e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -24396876.000000 Penalty: 6041.631836
	Iteration 51Q: 3 clusters Score -2.439688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.439686e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137488 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -24396850.000000 Penalty: 6041.631836
	Iteration 53Q: 3 clusters Score -2.439685e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137581 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.439685e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.439688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137779 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.439686e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -24396836.000000 Penalty: 6041.631836
	Iteration 57Q: 3 clusters Score -2.439684e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137928 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -24396854.000000 Penalty: 6041.631836
	Iteration 58Q: 3 clusters Score -2.439685e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.439686e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -24396840.000000 Penalty: 6041.631836
	Iteration 60F: 3 clusters Score -2.439684e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -24396856.000000 Penalty: 6041.631836
	Iteration 61Q: 3 clusters Score -2.439686e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -24396866.000000 Penalty: 6041.631836
	Iteration 62Q: 3 clusters Score -2.439687e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -24396884.000000 Penalty: 6041.631836
	Iteration 63Q: 3 clusters Score -2.439688e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.439686e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.439686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.439685e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -24396880.000000 Penalty: 6041.631836
	Iteration 67Q: 3 clusters Score -2.439688e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138801 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.439688e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.439688e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.439688e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -24396848.000000 Penalty: 6041.631836
	Iteration 71Q: 3 clusters Score -2.439685e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.439685e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.439687e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -24396852.000000 Penalty: 6041.631836
	Iteration 74Q: 3 clusters Score -2.439685e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.439686e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -24396892.000000 Penalty: 6041.631836
	Iteration 76Q: 3 clusters Score -2.439689e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139473 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -24396870.000000 Penalty: 6041.631836
	Iteration 77Q: 3 clusters Score -2.439687e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.439688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.439689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139639 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.439688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.439688e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139753 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.439689e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -24396908.000000 Penalty: 6041.631836
	Iteration 83Q: 3 clusters Score -2.439691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139859 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.439688e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.439687e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -24396826.000000 Penalty: 6041.631836
	Iteration 86Q: 3 clusters Score -2.439683e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -24396822.000000 Penalty: 6041.631836
	Iteration 87Q: 3 clusters Score -2.439682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -24396844.000000 Penalty: 6041.631836
	Iteration 88Q: 3 clusters Score -2.439684e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140143 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -24396828.000000 Penalty: 6041.631836
	Iteration 89Q: 3 clusters Score -2.439683e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.439684e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -24396862.000000 Penalty: 6041.631836
	Iteration 91Q: 3 clusters Score -2.439686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.439687e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140428 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -24396872.000000 Penalty: 6041.631836
	Iteration 93Q: 3 clusters Score -2.439687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.439686e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140545 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.439686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140605 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -24396910.000000 Penalty: 6041.631836
	Iteration 96Q: 3 clusters Score -2.439691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -24396918.000000 Penalty: 6041.631836
	Iteration 97Q: 3 clusters Score -2.439692e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140715 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -24396920.000000 Penalty: 6041.631836
	Iteration 98Q: 3 clusters Score -2.439692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140754 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -24396916.000000 Penalty: 6041.631836
	Iteration 99Q: 3 clusters Score -2.439692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140800 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.439692e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.439691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -24396930.000000 Penalty: 6041.631836
	Iteration 102Q: 3 clusters Score -2.439693e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140968 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -24396932.000000 Penalty: 6041.631836
	Iteration 103Q: 3 clusters Score -2.439693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141003 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.439691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141038 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.439692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -24396908.000000 Penalty: 6041.631836
	Iteration 106Q: 3 clusters Score -2.439691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141079 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -24396902.000000 Penalty: 6041.631836
	Iteration 107Q: 3 clusters Score -2.43969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -24396914.000000 Penalty: 6041.631836
	Iteration 108Q: 3 clusters Score -2.439691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141113 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.439692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -24396906.000000 Penalty: 6041.631836
	Iteration 110Q: 3 clusters Score -2.439691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.439693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.439692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -24396910.000000 Penalty: 6041.631836
	Iteration 113Q: 3 clusters Score -2.439691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141238 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -24396912.000000 Penalty: 6041.631836
	Iteration 114Q: 3 clusters Score -2.439691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141262 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.43969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141288 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -24396920.000000 Penalty: 6041.631836
	Iteration 116Q: 3 clusters Score -2.439692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.439691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -24396908.000000 Penalty: 6041.631836
	Iteration 118Q: 3 clusters Score -2.439691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.43969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.439689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141419 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.439688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.43969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.439693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141480 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.439693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.439692e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.439693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141507 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.439693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.439693e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.439692e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.439693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141550 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.439694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141556 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.439693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.439693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.439693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.439695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.439694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -24396942.000000 Penalty: 6041.631836
	Iteration 137Q: 3 clusters Score -2.439694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.439694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.439694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -24396940.000000 Penalty: 6041.631836
	Iteration 140F: 3 clusters Score -2.439694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.439693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.439694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.439694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.439695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.439694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.439695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.439693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.439695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.439694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.439693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.439693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -24396932.000000 Penalty: 6041.631836
	Iteration 152Q: 3 clusters Score -2.439693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -24396922.000000 Penalty: 6041.631836
	Iteration 153Q: 3 clusters Score -2.439692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -24396940.000000 Penalty: 6041.631836
	Iteration 154Q: 3 clusters Score -2.439694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -24396930.000000 Penalty: 6041.631836
	Iteration 155Q: 3 clusters Score -2.439693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.439693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.439694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -24396952.000000 Penalty: 6041.631836
	Iteration 158Q: 3 clusters Score -2.439695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141787 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -24396946.000000 Penalty: 6041.631836
	Iteration 159Q: 3 clusters Score -2.439695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141795 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -24396954.000000 Penalty: 6041.631836
	Iteration 160F: 3 clusters Score -2.439695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -24396942.000000 Penalty: 6041.631836
	Iteration 161Q: 3 clusters Score -2.439694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -24396940.000000 Penalty: 6041.631836
	Iteration 162Q: 3 clusters Score -2.439694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -24396956.000000 Penalty: 6041.631836
	Iteration 163Q: 3 clusters Score -2.439696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -24396948.000000 Penalty: 6041.631836
	Iteration 164Q: 3 clusters Score -2.439695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -24396942.000000 Penalty: 6041.631836
	Iteration 165Q: 3 clusters Score -2.439694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -24396944.000000 Penalty: 6041.631836
	Iteration 166Q: 3 clusters Score -2.439694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.439695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.439695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.439695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.439694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141850 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.439694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -24396950.000000 Penalty: 6041.631836
	Iteration 172Q: 3 clusters Score -2.439695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.439694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141856 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.439696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.439696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.439695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.439696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.439696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141886 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.439697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141889 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -24396972.000000 Penalty: 6041.631836
	Iteration 180F: 3 clusters Score -2.439697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.439695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.439695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141896 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.439695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.439695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141912 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.439695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.439694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141930 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.439696e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.439695e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141946 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.439695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.439695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.439695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.439696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.439694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.439696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.439695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.439695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.439695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142006 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.439695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.439694e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2.439694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -137436.765625 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -137436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135340.828125 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -135340.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135773.031250 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -135773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136017.843750 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -136017.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136222.609375 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -136222.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136449.453125 Penalty: 3519.973633
	Iteration 4F: 3 clusters Score -136449.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136607.343750 Penalty: 3519.973633
	Iteration 5F: 3 clusters Score -136607.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136700.046875 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -136700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136761.906250 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -136761.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136809.828125 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -136809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136851.390625 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -136851.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136901.750000 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -136901.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136934.062500 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -136934.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136970.796875 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -136970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137005.484375 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -137005.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137073.531250 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -137073.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137159.843750 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -137159.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137240.281250 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -137240.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137322.656250 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -137322.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137440.562500 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -137440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137505.781250 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -137505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137571.109375 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -137571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137625.296875 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -137625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137645.718750 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -137645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137645.718750 Penalty: 3519.973633
	Iteration 23F: 3 clusters Score -137645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 39127 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Entering Unmasked Estep 
Score: -141936832.000000 Penalty: 114355.757812
Splitting cluster 6 changes total score from -141935184.000000 to -141936832.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1336409.250000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1336409 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 5496 members 
Entering Unmasked Estep 
Score: -1327941.000000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1327941 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1330641.250000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1330641 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1331154.000000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1331154 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1331698.750000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1331699 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1332375.000000 Penalty: 4621.385254
	Iteration 4F: 3 clusters Score -1332375 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1333148.750000 Penalty: 4621.385254
	Iteration 5F: 3 clusters Score -1333149 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1333918.500000 Penalty: 4621.385254
	Iteration 6F: 3 clusters Score -1333918 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1334672.625000 Penalty: 4621.385254
	Iteration 7F: 3 clusters Score -1334673 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1335377.125000 Penalty: 4621.385254
	Iteration 8F: 3 clusters Score -1335377 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1336046.375000 Penalty: 4621.385254
	Iteration 9Q: 3 clusters Score -1336046 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1336442.250000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1336442 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1336691.000000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1336691 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1336872.250000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1336872 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1337017.750000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1337018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1337105.875000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1337106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1337156.500000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1337156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1337189.125000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1337189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1337203.875000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1337204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1337213.625000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1337214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1337214.750000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1337215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1337220.375000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1337220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1337221.500000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1337222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1337221.125000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1337221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1337223.625000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1337224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1337223.625000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1337224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1337222.000000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1337222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1337228.000000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1337228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1337228.250000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1337228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1337228.250000 Penalty: 4621.385254
	Iteration 28F: 3 clusters Score -1337228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 39127 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Entering Unmasked Estep 
Score: -141936144.000000 Penalty: 117821.078125
Splitting cluster 7 changes total score from -141935184.000000 to -141936144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (321375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321375 members 
Entering Unmasked Estep 
Score: -40325728.000000 Penalty: 3144.730225
	Iteration 0F: 2 clusters Score -4.032573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -40122372.000000 Penalty: 6289.460449
	Iteration 0F: 3 clusters Score -4.012237e+07 nChanged 156049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -40213228.000000 Penalty: 6289.460449
	Iteration 1F: 3 clusters Score -4.021323e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156746 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -40214616.000000 Penalty: 6289.460449
	Iteration 2Q: 3 clusters Score -4.021462e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -40216096.000000 Penalty: 6289.460449
	Iteration 3Q: 3 clusters Score -4.02161e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152390 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -40218176.000000 Penalty: 6289.460449
	Iteration 4Q: 3 clusters Score -4.021818e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148195 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -40220312.000000 Penalty: 6289.460449
	Iteration 5Q: 3 clusters Score -4.022031e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -40223676.000000 Penalty: 6289.460449
	Iteration 6Q: 3 clusters Score -4.022368e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132256 members 
Mstep: Class 2 contains 189119 members 
Entering Unmasked Estep 
Score: -40228436.000000 Penalty: 6289.460449
	Iteration 7Q: 3 clusters Score -4.022844e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118365 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -40235908.000000 Penalty: 6289.460449
	Iteration 8Q: 3 clusters Score -4.023591e+07 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 221881 members 
Entering Unmasked Estep 
Score: -40248648.000000 Penalty: 6289.460449
	Iteration 9F: 3 clusters Score -4.024865e+07 nChanged 23686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 245137 members 
Entering Unmasked Estep 
Score: -40267012.000000 Penalty: 6289.460449
	Iteration 10F: 3 clusters Score -4.026701e+07 nChanged 24323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 269260 members 
Entering Unmasked Estep 
Score: -40285960.000000 Penalty: 6289.460449
	Iteration 11F: 3 clusters Score -4.028596e+07 nChanged 19654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 288786 members 
Entering Unmasked Estep 
Score: -40300368.000000 Penalty: 6289.460449
	Iteration 12F: 3 clusters Score -4.030037e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 302038 members 
Entering Unmasked Estep 
Score: -40310252.000000 Penalty: 6289.460449
	Iteration 13Q: 3 clusters Score -4.031025e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 310267 members 
Entering Unmasked Estep 
Score: -40316128.000000 Penalty: 6289.460449
	Iteration 14Q: 3 clusters Score -4.031613e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 315095 members 
Entering Unmasked Estep 
Score: -40319408.000000 Penalty: 6289.460449
	Iteration 15Q: 3 clusters Score -4.031941e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 317687 members 
Entering Unmasked Estep 
Score: -40321168.000000 Penalty: 6289.460449
	Iteration 16Q: 3 clusters Score -4.032117e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 319007 members 
Entering Unmasked Estep 
Score: -40322224.000000 Penalty: 6289.460449
	Iteration 17Q: 3 clusters Score -4.032222e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 319660 members 
Entering Unmasked Estep 
Score: -40322672.000000 Penalty: 6289.460449
	Iteration 18Q: 3 clusters Score -4.032267e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 319995 members 
Entering Unmasked Estep 
Score: -40322816.000000 Penalty: 6289.460449
	Iteration 19Q: 3 clusters Score -4.032282e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 320206 members 
Entering Unmasked Estep 
Score: -40322988.000000 Penalty: 6289.460449
	Iteration 20F: 3 clusters Score -4.032299e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 320314 members 
Entering Unmasked Estep 
Score: -40323104.000000 Penalty: 6289.460449
	Iteration 21Q: 3 clusters Score -4.03231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 320383 members 
Entering Unmasked Estep 
Score: -40323204.000000 Penalty: 6289.460449
	Iteration 22Q: 3 clusters Score -4.03232e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 320431 members 
Entering Unmasked Estep 
Score: -40323272.000000 Penalty: 6289.460449
	Iteration 23Q: 3 clusters Score -4.032327e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 320453 members 
Entering Unmasked Estep 
Score: -40323344.000000 Penalty: 6289.460449
	Iteration 24Q: 3 clusters Score -4.032334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 320480 members 
Entering Unmasked Estep 
Score: -40323356.000000 Penalty: 6289.460449
	Iteration 25Q: 3 clusters Score -4.032336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 320497 members 
Entering Unmasked Estep 
Score: -40323340.000000 Penalty: 6289.460449
	Iteration 26Q: 3 clusters Score -4.032334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 320505 members 
Entering Unmasked Estep 
Score: -40323380.000000 Penalty: 6289.460449
	Iteration 27Q: 3 clusters Score -4.032338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 320517 members 
Entering Unmasked Estep 
Score: -40323408.000000 Penalty: 6289.460449
	Iteration 28Q: 3 clusters Score -4.032341e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 320524 members 
Entering Unmasked Estep 
Score: -40323428.000000 Penalty: 6289.460449
	Iteration 29Q: 3 clusters Score -4.032343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 320525 members 
Entering Unmasked Estep 
Score: -40323428.000000 Penalty: 6289.460449
	Iteration 30Q: 3 clusters Score -4.032343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 320522 members 
Entering Unmasked Estep 
Score: -40323444.000000 Penalty: 6289.460449
	Iteration 31Q: 3 clusters Score -4.032344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 320525 members 
Entering Unmasked Estep 
Score: -40323492.000000 Penalty: 6289.460449
	Iteration 32Q: 3 clusters Score -4.032349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 320524 members 
Entering Unmasked Estep 
Score: -40323484.000000 Penalty: 6289.460449
	Iteration 33Q: 3 clusters Score -4.032348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 320523 members 
Entering Unmasked Estep 
Score: -40323476.000000 Penalty: 6289.460449
	Iteration 34Q: 3 clusters Score -4.032348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 320528 members 
Entering Unmasked Estep 
Score: -40323464.000000 Penalty: 6289.460449
	Iteration 35Q: 3 clusters Score -4.032346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 320532 members 
Entering Unmasked Estep 
Score: -40323472.000000 Penalty: 6289.460449
	Iteration 36Q: 3 clusters Score -4.032347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 320537 members 
Entering Unmasked Estep 
Score: -40323472.000000 Penalty: 6289.460449
	Iteration 37Q: 3 clusters Score -4.032347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 320537 members 
Entering Unmasked Estep 
Score: -40323476.000000 Penalty: 6289.460449
	Iteration 38Q: 3 clusters Score -4.032348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 320538 members 
Entering Unmasked Estep 
Score: -40323464.000000 Penalty: 6289.460449
	Iteration 39Q: 3 clusters Score -4.032346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 320534 members 
Entering Unmasked Estep 
Score: -40323460.000000 Penalty: 6289.460449
	Iteration 40F: 3 clusters Score -4.032346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 320533 members 
Entering Unmasked Estep 
Score: -40323468.000000 Penalty: 6289.460449
	Iteration 41Q: 3 clusters Score -4.032347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 320533 members 
Entering Unmasked Estep 
Score: -40323452.000000 Penalty: 6289.460449
	Iteration 42Q: 3 clusters Score -4.032345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 320536 members 
Entering Unmasked Estep 
Score: -40323472.000000 Penalty: 6289.460449
	Iteration 43Q: 3 clusters Score -4.032347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 320535 members 
Entering Unmasked Estep 
Score: -40323464.000000 Penalty: 6289.460449
	Iteration 44Q: 3 clusters Score -4.032346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 320536 members 
Entering Unmasked Estep 
Score: -40323468.000000 Penalty: 6289.460449
	Iteration 45Q: 3 clusters Score -4.032347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 320536 members 
Entering Unmasked Estep 
Score: -40323468.000000 Penalty: 6289.460449
	Iteration 46F: 3 clusters Score -4.032347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Entering Unmasked Estep 
Score: -4812603.000000 Penalty: 2622.492920
	Iteration 0F: 2 clusters Score -4812603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4786153.000000 Penalty: 5244.985840
	Iteration 0F: 3 clusters Score -4786153 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4796091.500000 Penalty: 5244.985840
	Iteration 1F: 3 clusters Score -4796092 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4796916.500000 Penalty: 5244.985840
	Iteration 2F: 3 clusters Score -4796916 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4798068.000000 Penalty: 5244.985840
	Iteration 3F: 3 clusters Score -4798068 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4799820.000000 Penalty: 5244.985840
	Iteration 4F: 3 clusters Score -4799820 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4802011.500000 Penalty: 5244.985840
	Iteration 5F: 3 clusters Score -4802012 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4804115.500000 Penalty: 5244.985840
	Iteration 6F: 3 clusters Score -4804116 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4805776.500000 Penalty: 5244.985840
	Iteration 7F: 3 clusters Score -4805776 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4807010.000000 Penalty: 5244.985840
	Iteration 8F: 3 clusters Score -4807010 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4808031.000000 Penalty: 5244.985840
	Iteration 9Q: 3 clusters Score -4808031 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4808909.500000 Penalty: 5244.985840
	Iteration 10Q: 3 clusters Score -4808910 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4809795.000000 Penalty: 5244.985840
	Iteration 11Q: 3 clusters Score -4809795 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -4810649.500000 Penalty: 5244.985840
	Iteration 12Q: 3 clusters Score -4810650 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4811258.500000 Penalty: 5244.985840
	Iteration 13Q: 3 clusters Score -4811258 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4811682.500000 Penalty: 5244.985840
	Iteration 14Q: 3 clusters Score -4811682 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4812040.000000 Penalty: 5244.985840
	Iteration 15Q: 3 clusters Score -4812040 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4812329.500000 Penalty: 5244.985840
	Iteration 16Q: 3 clusters Score -4812330 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4812596.500000 Penalty: 5244.985840
	Iteration 17Q: 3 clusters Score -4812596 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4812815.000000 Penalty: 5244.985840
	Iteration 18Q: 3 clusters Score -4812815 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4812951.000000 Penalty: 5244.985840
	Iteration 19Q: 3 clusters Score -4812951 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4813109.500000 Penalty: 5244.985840
	Iteration 20F: 3 clusters Score -4813110 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -4813171.000000 Penalty: 5244.985840
	Iteration 21Q: 3 clusters Score -4813171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4813211.000000 Penalty: 5244.985840
	Iteration 22Q: 3 clusters Score -4813211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4813232.000000 Penalty: 5244.985840
	Iteration 23Q: 3 clusters Score -4813232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4813247.000000 Penalty: 5244.985840
	Iteration 24Q: 3 clusters Score -4813247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4813261.500000 Penalty: 5244.985840
	Iteration 25Q: 3 clusters Score -4813262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4813266.500000 Penalty: 5244.985840
	Iteration 26Q: 3 clusters Score -4813266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4813272.500000 Penalty: 5244.985840
	Iteration 27Q: 3 clusters Score -4813272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4813263.500000 Penalty: 5244.985840
	Iteration 28Q: 3 clusters Score -4813264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4813270.500000 Penalty: 5244.985840
	Iteration 29Q: 3 clusters Score -4813270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4813275.500000 Penalty: 5244.985840
	Iteration 30Q: 3 clusters Score -4813276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4813279.500000 Penalty: 5244.985840
	Iteration 31Q: 3 clusters Score -4813280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4813273.500000 Penalty: 5244.985840
	Iteration 32Q: 3 clusters Score -4813274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4813280.500000 Penalty: 5244.985840
	Iteration 33Q: 3 clusters Score -4813280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4813283.500000 Penalty: 5244.985840
	Iteration 34Q: 3 clusters Score -4813284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4813290.500000 Penalty: 5244.985840
	Iteration 35Q: 3 clusters Score -4813290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4813291.000000 Penalty: 5244.985840
	Iteration 36Q: 3 clusters Score -4813291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4813291.000000 Penalty: 5244.985840
	Iteration 37Q: 3 clusters Score -4813291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4813293.000000 Penalty: 5244.985840
	Iteration 38Q: 3 clusters Score -4813293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4813289.000000 Penalty: 5244.985840
	Iteration 39Q: 3 clusters Score -4813289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4813293.000000 Penalty: 5244.985840
	Iteration 40F: 3 clusters Score -4813293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4813296.000000 Penalty: 5244.985840
	Iteration 41Q: 3 clusters Score -4813296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4813293.500000 Penalty: 5244.985840
	Iteration 42Q: 3 clusters Score -4813294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4813293.500000 Penalty: 5244.985840
	Iteration 43F: 3 clusters Score -4813294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Entering Unmasked Estep 
Score: -141936176.000000 Penalty: 121286.406250
Splitting cluster 9 changes total score from -141935184.000000 to -141936176.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -509017.656250 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -509017.7 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 2146 members 
Entering Unmasked Estep 
Score: -505040.500000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -505040.5 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -506050.656250 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -506050.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -506340.781250 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -506340.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506557.500000 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -506557.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -506771.812500 Penalty: 4143.217773
	Iteration 4F: 3 clusters Score -506771.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -506965.187500 Penalty: 4143.217773
	Iteration 5F: 3 clusters Score -506965.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -507123.531250 Penalty: 4143.217773
	Iteration 6F: 3 clusters Score -507123.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -507241.062500 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -507241.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -507366.343750 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -507366.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -507474.312500 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -507474.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -507559.125000 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -507559.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -507625.937500 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -507625.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -507678.781250 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -507678.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -507712.250000 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -507712.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -507733.531250 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -507733.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -507750.312500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -507750.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -507764.500000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -507764.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -507777.156250 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -507777.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -507792.218750 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -507792.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -507804.218750 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -507804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -507811.750000 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -507811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -507815.937500 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -507815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -507818.343750 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -507818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -507819.468750 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -507819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -507819.406250 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -507819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -507819.406250 Penalty: 4143.217773
	Iteration 25F: 3 clusters Score -507819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1300447.875000 Penalty: 2306.512939
	Iteration 0F: 2 clusters Score -1300448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1292134.875000 Penalty: 4613.025879
	Iteration 0F: 3 clusters Score -1292135 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1294802.625000 Penalty: 4613.025879
	Iteration 1F: 3 clusters Score -1294803 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1295404.500000 Penalty: 4613.025879
	Iteration 2F: 3 clusters Score -1295404 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1295943.875000 Penalty: 4613.025879
	Iteration 3F: 3 clusters Score -1295944 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1296489.750000 Penalty: 4613.025879
	Iteration 4F: 3 clusters Score -1296490 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1297050.125000 Penalty: 4613.025879
	Iteration 5F: 3 clusters Score -1297050 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1297530.000000 Penalty: 4613.025879
	Iteration 6F: 3 clusters Score -1297530 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1297920.750000 Penalty: 4613.025879
	Iteration 7F: 3 clusters Score -1297921 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1298206.250000 Penalty: 4613.025879
	Iteration 8Q: 3 clusters Score -1298206 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1298440.750000 Penalty: 4613.025879
	Iteration 9Q: 3 clusters Score -1298441 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1298591.125000 Penalty: 4613.025879
	Iteration 10Q: 3 clusters Score -1298591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1298737.125000 Penalty: 4613.025879
	Iteration 11Q: 3 clusters Score -1298737 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1298857.625000 Penalty: 4613.025879
	Iteration 12Q: 3 clusters Score -1298858 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1298938.625000 Penalty: 4613.025879
	Iteration 13Q: 3 clusters Score -1298939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1298995.500000 Penalty: 4613.025879
	Iteration 14Q: 3 clusters Score -1298996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1299038.375000 Penalty: 4613.025879
	Iteration 15Q: 3 clusters Score -1299038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1299090.500000 Penalty: 4613.025879
	Iteration 16Q: 3 clusters Score -1299090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1299145.375000 Penalty: 4613.025879
	Iteration 17Q: 3 clusters Score -1299145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1299219.625000 Penalty: 4613.025879
	Iteration 18Q: 3 clusters Score -1299220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1299306.500000 Penalty: 4613.025879
	Iteration 19Q: 3 clusters Score -1299306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1299373.875000 Penalty: 4613.025879
	Iteration 20F: 3 clusters Score -1299374 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1299446.500000 Penalty: 4613.025879
	Iteration 21Q: 3 clusters Score -1299446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1299528.875000 Penalty: 4613.025879
	Iteration 22Q: 3 clusters Score -1299529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1299598.125000 Penalty: 4613.025879
	Iteration 23Q: 3 clusters Score -1299598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1299659.875000 Penalty: 4613.025879
	Iteration 24Q: 3 clusters Score -1299660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1299691.625000 Penalty: 4613.025879
	Iteration 25Q: 3 clusters Score -1299692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1299719.250000 Penalty: 4613.025879
	Iteration 26Q: 3 clusters Score -1299719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1299731.500000 Penalty: 4613.025879
	Iteration 27Q: 3 clusters Score -1299732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1299737.625000 Penalty: 4613.025879
	Iteration 28Q: 3 clusters Score -1299738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1299746.250000 Penalty: 4613.025879
	Iteration 29Q: 3 clusters Score -1299746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1299748.500000 Penalty: 4613.025879
	Iteration 30Q: 3 clusters Score -1299748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1299755.875000 Penalty: 4613.025879
	Iteration 31Q: 3 clusters Score -1299756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1299765.875000 Penalty: 4613.025879
	Iteration 32Q: 3 clusters Score -1299766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1299774.375000 Penalty: 4613.025879
	Iteration 33Q: 3 clusters Score -1299774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1299779.125000 Penalty: 4613.025879
	Iteration 34Q: 3 clusters Score -1299779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1299786.625000 Penalty: 4613.025879
	Iteration 35Q: 3 clusters Score -1299787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1299789.500000 Penalty: 4613.025879
	Iteration 36Q: 3 clusters Score -1299790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1299789.250000 Penalty: 4613.025879
	Iteration 37Q: 3 clusters Score -1299789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1299788.250000 Penalty: 4613.025879
	Iteration 38Q: 3 clusters Score -1299788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1299788.125000 Penalty: 4613.025879
	Iteration 39Q: 3 clusters Score -1299788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1299787.875000 Penalty: 4613.025879
	Iteration 40F: 3 clusters Score -1299788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1299788.375000 Penalty: 4613.025879
	Iteration 41Q: 3 clusters Score -1299788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1299788.625000 Penalty: 4613.025879
	Iteration 42Q: 3 clusters Score -1299789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1299790.375000 Penalty: 4613.025879
	Iteration 43Q: 3 clusters Score -1299790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1299792.000000 Penalty: 4613.025879
	Iteration 44Q: 3 clusters Score -1299792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1299791.125000 Penalty: 4613.025879
	Iteration 45Q: 3 clusters Score -1299791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1299793.000000 Penalty: 4613.025879
	Iteration 46Q: 3 clusters Score -1299793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1299792.625000 Penalty: 4613.025879
	Iteration 47Q: 3 clusters Score -1299793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1299795.125000 Penalty: 4613.025879
	Iteration 48Q: 3 clusters Score -1299795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1299795.500000 Penalty: 4613.025879
	Iteration 49Q: 3 clusters Score -1299796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1299795.375000 Penalty: 4613.025879
	Iteration 50Q: 3 clusters Score -1299795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1299795.375000 Penalty: 4613.025879
	Iteration 51F: 3 clusters Score -1299795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -532347.500000 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -532347.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -527923.250000 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -527923.2 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -529541.625000 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -529541.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -530117.687500 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -530117.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -530602.937500 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -530602.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -530929.000000 Penalty: 4223.833008
	Iteration 4F: 3 clusters Score -530929 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -531119.187500 Penalty: 4223.833008
	Iteration 5F: 3 clusters Score -531119.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -531223.687500 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -531223.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -531291.062500 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -531291.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -531341.437500 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -531341.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -531375.312500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -531375.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -531411.125000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -531411.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -531437.312500 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -531437.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -531460.937500 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -531460.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -531480.375000 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -531480.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -531505.375000 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -531505.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -531527.562500 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -531527.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -531545.375000 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -531545.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -531567.187500 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -531567.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -531590.187500 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -531590.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -531612.625000 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -531612.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -531637.875000 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -531637.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -531672.000000 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -531672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -531733.062500 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -531733.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -531800.437500 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -531800.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -531857.875000 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -531857.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -531907.500000 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -531907.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -531943.562500 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -531943.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -531967.000000 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -531967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -531980.750000 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -531980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -531990.375000 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -531990.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -532001.750000 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -532001.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -532010.750000 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -532010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -532016.875000 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -532016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -532022.687500 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -532022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -532026.062500 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -532026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -532026.562500 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -532026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -532028.437500 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -532028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -532031.062500 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -532031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -532033.812500 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -532033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -532037.062500 Penalty: 4223.833008
	Iteration 39Q: 3 clusters Score -532037.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -532040.062500 Penalty: 4223.833008
	Iteration 40F: 3 clusters Score -532040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -532042.937500 Penalty: 4223.833008
	Iteration 41Q: 3 clusters Score -532042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -532045.500000 Penalty: 4223.833008
	Iteration 42Q: 3 clusters Score -532045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -532045.437500 Penalty: 4223.833008
	Iteration 43Q: 3 clusters Score -532045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -532046.437500 Penalty: 4223.833008
	Iteration 44Q: 3 clusters Score -532046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -532046.375000 Penalty: 4223.833008
	Iteration 45Q: 3 clusters Score -532046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -532046.375000 Penalty: 4223.833008
	Iteration 46F: 3 clusters Score -532046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Entering Unmasked Estep 
Score: -3866499.250000 Penalty: 2562.122070
	Iteration 0F: 2 clusters Score -3866499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3845462.750000 Penalty: 5124.244141
	Iteration 0F: 3 clusters Score -3845463 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3853152.000000 Penalty: 5124.244141
	Iteration 1F: 3 clusters Score -3853152 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3853754.500000 Penalty: 5124.244141
	Iteration 2F: 3 clusters Score -3853754 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3854298.250000 Penalty: 5124.244141
	Iteration 3Q: 3 clusters Score -3854298 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3854859.000000 Penalty: 5124.244141
	Iteration 4Q: 3 clusters Score -3854859 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3855552.500000 Penalty: 5124.244141
	Iteration 5Q: 3 clusters Score -3855552 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3856526.250000 Penalty: 5124.244141
	Iteration 6Q: 3 clusters Score -3856526 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3857833.500000 Penalty: 5124.244141
	Iteration 7F: 3 clusters Score -3857834 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3859437.500000 Penalty: 5124.244141
	Iteration 8F: 3 clusters Score -3859438 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3861519.250000 Penalty: 5124.244141
	Iteration 9F: 3 clusters Score -3861519 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3863890.750000 Penalty: 5124.244141
	Iteration 10F: 3 clusters Score -3863891 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3866203.250000 Penalty: 5124.244141
	Iteration 11F: 3 clusters Score -3866203 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3867904.750000 Penalty: 5124.244141
	Iteration 12F: 3 clusters Score -3867905 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3869040.750000 Penalty: 5124.244141
	Iteration 13Q: 3 clusters Score -3869041 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3869807.250000 Penalty: 5124.244141
	Iteration 14Q: 3 clusters Score -3869807 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3870305.750000 Penalty: 5124.244141
	Iteration 15Q: 3 clusters Score -3870306 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3870633.000000 Penalty: 5124.244141
	Iteration 16Q: 3 clusters Score -3870633 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3870842.750000 Penalty: 5124.244141
	Iteration 17Q: 3 clusters Score -3870843 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3870996.500000 Penalty: 5124.244141
	Iteration 18Q: 3 clusters Score -3870996 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3871059.000000 Penalty: 5124.244141
	Iteration 19Q: 3 clusters Score -3871059 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3871080.000000 Penalty: 5124.244141
	Iteration 20F: 3 clusters Score -3871080 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3871104.750000 Penalty: 5124.244141
	Iteration 21Q: 3 clusters Score -3871105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3871110.500000 Penalty: 5124.244141
	Iteration 22Q: 3 clusters Score -3871110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3871122.750000 Penalty: 5124.244141
	Iteration 23Q: 3 clusters Score -3871123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3871127.750000 Penalty: 5124.244141
	Iteration 24Q: 3 clusters Score -3871128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3871134.750000 Penalty: 5124.244141
	Iteration 25Q: 3 clusters Score -3871135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3871126.000000 Penalty: 5124.244141
	Iteration 26Q: 3 clusters Score -3871126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3871134.250000 Penalty: 5124.244141
	Iteration 27Q: 3 clusters Score -3871134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3871139.000000 Penalty: 5124.244141
	Iteration 28Q: 3 clusters Score -3871139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3871136.750000 Penalty: 5124.244141
	Iteration 29Q: 3 clusters Score -3871137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3871136.000000 Penalty: 5124.244141
	Iteration 30Q: 3 clusters Score -3871136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3871134.000000 Penalty: 5124.244141
	Iteration 31Q: 3 clusters Score -3871134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3871131.250000 Penalty: 5124.244141
	Iteration 32Q: 3 clusters Score -3871131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3871131.500000 Penalty: 5124.244141
	Iteration 33Q: 3 clusters Score -3871132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3871132.750000 Penalty: 5124.244141
	Iteration 34Q: 3 clusters Score -3871133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3871129.750000 Penalty: 5124.244141
	Iteration 35Q: 3 clusters Score -3871130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3871129.500000 Penalty: 5124.244141
	Iteration 36Q: 3 clusters Score -3871130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3871129.000000 Penalty: 5124.244141
	Iteration 37Q: 3 clusters Score -3871129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3871128.500000 Penalty: 5124.244141
	Iteration 38Q: 3 clusters Score -3871128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3871130.000000 Penalty: 5124.244141
	Iteration 39Q: 3 clusters Score -3871130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3871130.000000 Penalty: 5124.244141
	Iteration 40F: 3 clusters Score -3871130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Entering Unmasked Estep 
Score: -141939328.000000 Penalty: 124751.734375
Splitting cluster 13 changes total score from -141935184.000000 to -141939328.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -112773.976562 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -112774 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 480 members 
Entering Unmasked Estep 
Score: -110880.695312 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -110880.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111226.492188 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -111226.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111349.359375 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -111349.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111434.195312 Penalty: 3424.258545
	Iteration 3Q: 3 clusters Score -111434.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111508.289062 Penalty: 3424.258545
	Iteration 4Q: 3 clusters Score -111508.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111597.804688 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -111597.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111669.070312 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -111669.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111726.796875 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -111726.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111776.000000 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -111776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111810.109375 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -111810.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111853.648438 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -111853.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111884.375000 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -111884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111914.171875 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -111914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111932.562500 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -111932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -111952.078125 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -111952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -111974.453125 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -111974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111995.843750 Penalty: 3424.258545
	Iteration 16Q: 3 clusters Score -111995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -112005.960938 Penalty: 3424.258545
	Iteration 17Q: 3 clusters Score -112006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -112015.062500 Penalty: 3424.258545
	Iteration 18Q: 3 clusters Score -112015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112026.250000 Penalty: 3424.258545
	Iteration 19Q: 3 clusters Score -112026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112032.742188 Penalty: 3424.258545
	Iteration 20F: 3 clusters Score -112032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112048.093750 Penalty: 3424.258545
	Iteration 21Q: 3 clusters Score -112048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -112062.976562 Penalty: 3424.258545
	Iteration 22Q: 3 clusters Score -112063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -112074.164062 Penalty: 3424.258545
	Iteration 23Q: 3 clusters Score -112074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -112082.531250 Penalty: 3424.258545
	Iteration 24Q: 3 clusters Score -112082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -112100.507812 Penalty: 3424.258545
	Iteration 25Q: 3 clusters Score -112100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -112112.335938 Penalty: 3424.258545
	Iteration 26Q: 3 clusters Score -112112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -112133.515625 Penalty: 3424.258545
	Iteration 27Q: 3 clusters Score -112133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112159.734375 Penalty: 3424.258545
	Iteration 28Q: 3 clusters Score -112159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -112168.617188 Penalty: 3424.258545
	Iteration 29Q: 3 clusters Score -112168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112177.257812 Penalty: 3424.258545
	Iteration 30Q: 3 clusters Score -112177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112182.968750 Penalty: 3424.258545
	Iteration 31Q: 3 clusters Score -112183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112195.867188 Penalty: 3424.258545
	Iteration 32Q: 3 clusters Score -112195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -112205.656250 Penalty: 3424.258545
	Iteration 33Q: 3 clusters Score -112205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112226.515625 Penalty: 3424.258545
	Iteration 34Q: 3 clusters Score -112226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112278.468750 Penalty: 3424.258545
	Iteration 35Q: 3 clusters Score -112278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112315.039062 Penalty: 3424.258545
	Iteration 36Q: 3 clusters Score -112315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112373.101562 Penalty: 3424.258545
	Iteration 37Q: 3 clusters Score -112373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112462.898438 Penalty: 3424.258545
	Iteration 38Q: 3 clusters Score -112462.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -112562.437500 Penalty: 3424.258545
	Iteration 39Q: 3 clusters Score -112562.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112654.539062 Penalty: 3424.258545
	Iteration 40F: 3 clusters Score -112654.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112732.492188 Penalty: 3424.258545
	Iteration 41Q: 3 clusters Score -112732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112781.664062 Penalty: 3424.258545
	Iteration 42Q: 3 clusters Score -112781.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112842.500000 Penalty: 3424.258545
	Iteration 43Q: 3 clusters Score -112842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112852.140625 Penalty: 3424.258545
	Iteration 44Q: 3 clusters Score -112852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112859.968750 Penalty: 3424.258545
	Iteration 45Q: 3 clusters Score -112860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112859.968750 Penalty: 3424.258545
	Iteration 46F: 3 clusters Score -112860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 13373 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Entering Unmasked Estep 
Score: -141937504.000000 Penalty: 128217.054688
Splitting cluster 14 changes total score from -141935184.000000 to -141937504.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 15 (40107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Entering Unmasked Estep 
Score: -4980788.000000 Penalty: 2628.627930
	Iteration 0F: 2 clusters Score -4980788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4953361.500000 Penalty: 5257.255859
	Iteration 0F: 3 clusters Score -4953362 nChanged 18591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4963802.000000 Penalty: 5257.255859
	Iteration 1F: 3 clusters Score -4963802 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4965069.000000 Penalty: 5257.255859
	Iteration 2F: 3 clusters Score -4965069 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4967001.000000 Penalty: 5257.255859
	Iteration 3F: 3 clusters Score -4967001 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4969621.500000 Penalty: 5257.255859
	Iteration 4F: 3 clusters Score -4969622 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4972305.000000 Penalty: 5257.255859
	Iteration 5F: 3 clusters Score -4972305 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4974318.000000 Penalty: 5257.255859
	Iteration 6F: 3 clusters Score -4974318 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4975762.500000 Penalty: 5257.255859
	Iteration 7F: 3 clusters Score -4975762 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4976758.000000 Penalty: 5257.255859
	Iteration 8Q: 3 clusters Score -4976758 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4977382.000000 Penalty: 5257.255859
	Iteration 9Q: 3 clusters Score -4977382 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4977796.500000 Penalty: 5257.255859
	Iteration 10Q: 3 clusters Score -4977796 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4978057.500000 Penalty: 5257.255859
	Iteration 11Q: 3 clusters Score -4978058 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4978229.500000 Penalty: 5257.255859
	Iteration 12Q: 3 clusters Score -4978230 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4978359.500000 Penalty: 5257.255859
	Iteration 13Q: 3 clusters Score -4978360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4978437.000000 Penalty: 5257.255859
	Iteration 14Q: 3 clusters Score -4978437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4978483.500000 Penalty: 5257.255859
	Iteration 15Q: 3 clusters Score -4978484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4978531.000000 Penalty: 5257.255859
	Iteration 16Q: 3 clusters Score -4978531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4978548.000000 Penalty: 5257.255859
	Iteration 17Q: 3 clusters Score -4978548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4978579.000000 Penalty: 5257.255859
	Iteration 18Q: 3 clusters Score -4978579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4978605.500000 Penalty: 5257.255859
	Iteration 19Q: 3 clusters Score -4978606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4978619.500000 Penalty: 5257.255859
	Iteration 20F: 3 clusters Score -4978620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4978628.500000 Penalty: 5257.255859
	Iteration 21Q: 3 clusters Score -4978628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4978625.500000 Penalty: 5257.255859
	Iteration 22Q: 3 clusters Score -4978626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4978632.500000 Penalty: 5257.255859
	Iteration 23Q: 3 clusters Score -4978632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4978639.500000 Penalty: 5257.255859
	Iteration 24Q: 3 clusters Score -4978640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4978636.500000 Penalty: 5257.255859
	Iteration 25Q: 3 clusters Score -4978636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4978642.500000 Penalty: 5257.255859
	Iteration 26Q: 3 clusters Score -4978642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4978641.500000 Penalty: 5257.255859
	Iteration 27Q: 3 clusters Score -4978642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4978640.500000 Penalty: 5257.255859
	Iteration 28Q: 3 clusters Score -4978640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4978650.500000 Penalty: 5257.255859
	Iteration 29Q: 3 clusters Score -4978650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4978648.500000 Penalty: 5257.255859
	Iteration 30Q: 3 clusters Score -4978648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4978652.000000 Penalty: 5257.255859
	Iteration 31Q: 3 clusters Score -4978652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4978659.500000 Penalty: 5257.255859
	Iteration 32Q: 3 clusters Score -4978660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4978660.500000 Penalty: 5257.255859
	Iteration 33Q: 3 clusters Score -4978660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4978659.500000 Penalty: 5257.255859
	Iteration 34Q: 3 clusters Score -4978660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4978661.000000 Penalty: 5257.255859
	Iteration 35Q: 3 clusters Score -4978661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4978661.000000 Penalty: 5257.255859
	Iteration 36Q: 3 clusters Score -4978661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4978661.500000 Penalty: 5257.255859
	Iteration 37Q: 3 clusters Score -4978662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4978664.000000 Penalty: 5257.255859
	Iteration 38Q: 3 clusters Score -4978664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4978664.000000 Penalty: 5257.255859
	Iteration 39F: 3 clusters Score -4978664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Entering Unmasked Estep 
Score: -1518344.250000 Penalty: 2339.484131
	Iteration 0F: 2 clusters Score -1518344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1508975.250000 Penalty: 4678.968262
	Iteration 0F: 3 clusters Score -1508975 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1511854.500000 Penalty: 4678.968262
	Iteration 1F: 3 clusters Score -1511854 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1512300.375000 Penalty: 4678.968262
	Iteration 2F: 3 clusters Score -1512300 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1512828.625000 Penalty: 4678.968262
	Iteration 3F: 3 clusters Score -1512829 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1513673.625000 Penalty: 4678.968262
	Iteration 4F: 3 clusters Score -1513674 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1514843.750000 Penalty: 4678.968262
	Iteration 5F: 3 clusters Score -1514844 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1515705.625000 Penalty: 4678.968262
	Iteration 6F: 3 clusters Score -1515706 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1516319.375000 Penalty: 4678.968262
	Iteration 7F: 3 clusters Score -1516319 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1516712.625000 Penalty: 4678.968262
	Iteration 8F: 3 clusters Score -1516713 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1516994.125000 Penalty: 4678.968262
	Iteration 9Q: 3 clusters Score -1516994 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1517192.000000 Penalty: 4678.968262
	Iteration 10Q: 3 clusters Score -1517192 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1517328.125000 Penalty: 4678.968262
	Iteration 11Q: 3 clusters Score -1517328 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1517425.125000 Penalty: 4678.968262
	Iteration 12Q: 3 clusters Score -1517425 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1517482.375000 Penalty: 4678.968262
	Iteration 13Q: 3 clusters Score -1517482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1517521.875000 Penalty: 4678.968262
	Iteration 14Q: 3 clusters Score -1517522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1517553.875000 Penalty: 4678.968262
	Iteration 15Q: 3 clusters Score -1517554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1517576.500000 Penalty: 4678.968262
	Iteration 16Q: 3 clusters Score -1517576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1517591.125000 Penalty: 4678.968262
	Iteration 17Q: 3 clusters Score -1517591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1517599.000000 Penalty: 4678.968262
	Iteration 18Q: 3 clusters Score -1517599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1517612.500000 Penalty: 4678.968262
	Iteration 19Q: 3 clusters Score -1517612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1517616.375000 Penalty: 4678.968262
	Iteration 20F: 3 clusters Score -1517616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1517619.375000 Penalty: 4678.968262
	Iteration 21Q: 3 clusters Score -1517619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1517627.500000 Penalty: 4678.968262
	Iteration 22Q: 3 clusters Score -1517628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1517634.875000 Penalty: 4678.968262
	Iteration 23Q: 3 clusters Score -1517635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1517635.875000 Penalty: 4678.968262
	Iteration 24Q: 3 clusters Score -1517636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1517636.375000 Penalty: 4678.968262
	Iteration 25Q: 3 clusters Score -1517636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1517638.375000 Penalty: 4678.968262
	Iteration 26Q: 3 clusters Score -1517638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1517644.500000 Penalty: 4678.968262
	Iteration 27Q: 3 clusters Score -1517644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1517646.375000 Penalty: 4678.968262
	Iteration 28Q: 3 clusters Score -1517646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1517649.875000 Penalty: 4678.968262
	Iteration 29Q: 3 clusters Score -1517650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1517651.875000 Penalty: 4678.968262
	Iteration 30Q: 3 clusters Score -1517652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1517656.000000 Penalty: 4678.968262
	Iteration 31Q: 3 clusters Score -1517656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1517655.125000 Penalty: 4678.968262
	Iteration 32Q: 3 clusters Score -1517655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1517655.875000 Penalty: 4678.968262
	Iteration 33Q: 3 clusters Score -1517656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1517654.375000 Penalty: 4678.968262
	Iteration 34Q: 3 clusters Score -1517654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1517654.375000 Penalty: 4678.968262
	Iteration 35F: 3 clusters Score -1517654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Entering Unmasked Estep 
Score: -5164826.000000 Penalty: 2650.913574
	Iteration 0F: 2 clusters Score -5164826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5135275.500000 Penalty: 5301.827148
	Iteration 0F: 3 clusters Score -5135276 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5146498.500000 Penalty: 5301.827148
	Iteration 1F: 3 clusters Score -5146498 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -5147475.500000 Penalty: 5301.827148
	Iteration 2F: 3 clusters Score -5147476 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5148558.500000 Penalty: 5301.827148
	Iteration 3F: 3 clusters Score -5148558 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5149919.500000 Penalty: 5301.827148
	Iteration 4F: 3 clusters Score -5149920 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5151400.000000 Penalty: 5301.827148
	Iteration 5F: 3 clusters Score -5151400 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5153057.000000 Penalty: 5301.827148
	Iteration 6F: 3 clusters Score -5153057 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5154721.500000 Penalty: 5301.827148
	Iteration 7F: 3 clusters Score -5154722 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5156339.000000 Penalty: 5301.827148
	Iteration 8F: 3 clusters Score -5156339 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5157643.500000 Penalty: 5301.827148
	Iteration 9Q: 3 clusters Score -5157644 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5158710.000000 Penalty: 5301.827148
	Iteration 10Q: 3 clusters Score -5158710 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -5159497.500000 Penalty: 5301.827148
	Iteration 11Q: 3 clusters Score -5159498 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -5160190.500000 Penalty: 5301.827148
	Iteration 12Q: 3 clusters Score -5160190 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5160829.500000 Penalty: 5301.827148
	Iteration 13Q: 3 clusters Score -5160830 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -5161439.000000 Penalty: 5301.827148
	Iteration 14Q: 3 clusters Score -5161439 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -5161876.500000 Penalty: 5301.827148
	Iteration 15Q: 3 clusters Score -5161876 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5162210.500000 Penalty: 5301.827148
	Iteration 16Q: 3 clusters Score -5162210 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -5162426.500000 Penalty: 5301.827148
	Iteration 17Q: 3 clusters Score -5162426 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5162609.000000 Penalty: 5301.827148
	Iteration 18Q: 3 clusters Score -5162609 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -5162748.000000 Penalty: 5301.827148
	Iteration 19Q: 3 clusters Score -5162748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5162865.500000 Penalty: 5301.827148
	Iteration 20F: 3 clusters Score -5162866 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5162968.500000 Penalty: 5301.827148
	Iteration 21Q: 3 clusters Score -5162968 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5163033.000000 Penalty: 5301.827148
	Iteration 22Q: 3 clusters Score -5163033 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5163082.500000 Penalty: 5301.827148
	Iteration 23Q: 3 clusters Score -5163082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5163148.500000 Penalty: 5301.827148
	Iteration 24Q: 3 clusters Score -5163148 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5163184.000000 Penalty: 5301.827148
	Iteration 25Q: 3 clusters Score -5163184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5163243.000000 Penalty: 5301.827148
	Iteration 26Q: 3 clusters Score -5163243 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5163304.000000 Penalty: 5301.827148
	Iteration 27Q: 3 clusters Score -5163304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5163347.500000 Penalty: 5301.827148
	Iteration 28Q: 3 clusters Score -5163348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5163389.500000 Penalty: 5301.827148
	Iteration 29Q: 3 clusters Score -5163390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5163448.000000 Penalty: 5301.827148
	Iteration 30Q: 3 clusters Score -5163448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5163514.000000 Penalty: 5301.827148
	Iteration 31Q: 3 clusters Score -5163514 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5163573.000000 Penalty: 5301.827148
	Iteration 32Q: 3 clusters Score -5163573 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5163614.500000 Penalty: 5301.827148
	Iteration 33Q: 3 clusters Score -5163614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5163651.000000 Penalty: 5301.827148
	Iteration 34Q: 3 clusters Score -5163651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5163668.000000 Penalty: 5301.827148
	Iteration 35Q: 3 clusters Score -5163668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5163693.500000 Penalty: 5301.827148
	Iteration 36Q: 3 clusters Score -5163694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5163718.500000 Penalty: 5301.827148
	Iteration 37Q: 3 clusters Score -5163718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5163727.000000 Penalty: 5301.827148
	Iteration 38Q: 3 clusters Score -5163727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5163726.500000 Penalty: 5301.827148
	Iteration 39Q: 3 clusters Score -5163726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5163739.500000 Penalty: 5301.827148
	Iteration 40F: 3 clusters Score -5163740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5163737.500000 Penalty: 5301.827148
	Iteration 41Q: 3 clusters Score -5163738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5163743.000000 Penalty: 5301.827148
	Iteration 42Q: 3 clusters Score -5163743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5163744.000000 Penalty: 5301.827148
	Iteration 43Q: 3 clusters Score -5163744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5163741.000000 Penalty: 5301.827148
	Iteration 44Q: 3 clusters Score -5163741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5163738.000000 Penalty: 5301.827148
	Iteration 45Q: 3 clusters Score -5163738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5163734.500000 Penalty: 5301.827148
	Iteration 46Q: 3 clusters Score -5163734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5163743.000000 Penalty: 5301.827148
	Iteration 47Q: 3 clusters Score -5163743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5163737.500000 Penalty: 5301.827148
	Iteration 48Q: 3 clusters Score -5163738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5163740.000000 Penalty: 5301.827148
	Iteration 49Q: 3 clusters Score -5163740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5163743.000000 Penalty: 5301.827148
	Iteration 50Q: 3 clusters Score -5163743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5163738.000000 Penalty: 5301.827148
	Iteration 51Q: 3 clusters Score -5163738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5163736.000000 Penalty: 5301.827148
	Iteration 52Q: 3 clusters Score -5163736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5163740.000000 Penalty: 5301.827148
	Iteration 53Q: 3 clusters Score -5163740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5163739.000000 Penalty: 5301.827148
	Iteration 54Q: 3 clusters Score -5163739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5163739.000000 Penalty: 5301.827148
	Iteration 55F: 3 clusters Score -5163739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -1601501.500000 Penalty: 2356.246094
	Iteration 0F: 2 clusters Score -1601502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1591790.625000 Penalty: 4712.492188
	Iteration 0F: 3 clusters Score -1591791 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1595072.250000 Penalty: 4712.492188
	Iteration 1F: 3 clusters Score -1595072 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1595845.750000 Penalty: 4712.492188
	Iteration 2F: 3 clusters Score -1595846 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1596771.000000 Penalty: 4712.492188
	Iteration 3F: 3 clusters Score -1596771 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1597756.500000 Penalty: 4712.492188
	Iteration 4F: 3 clusters Score -1597756 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1598519.125000 Penalty: 4712.492188
	Iteration 5F: 3 clusters Score -1598519 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1598962.125000 Penalty: 4712.492188
	Iteration 6F: 3 clusters Score -1598962 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1599240.000000 Penalty: 4712.492188
	Iteration 7Q: 3 clusters Score -1599240 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1599441.750000 Penalty: 4712.492188
	Iteration 8Q: 3 clusters Score -1599442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1599662.250000 Penalty: 4712.492188
	Iteration 9Q: 3 clusters Score -1599662 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1600047.750000 Penalty: 4712.492188
	Iteration 10Q: 3 clusters Score -1600048 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1600675.125000 Penalty: 4712.492188
	Iteration 11Q: 3 clusters Score -1600675 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1601289.000000 Penalty: 4712.492188
	Iteration 12Q: 3 clusters Score -1601289 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1601674.000000 Penalty: 4712.492188
	Iteration 13Q: 3 clusters Score -1601674 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1601899.750000 Penalty: 4712.492188
	Iteration 14Q: 3 clusters Score -1601900 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1602071.000000 Penalty: 4712.492188
	Iteration 15Q: 3 clusters Score -1602071 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1602221.250000 Penalty: 4712.492188
	Iteration 16Q: 3 clusters Score -1602221 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1602382.750000 Penalty: 4712.492188
	Iteration 17Q: 3 clusters Score -1602383 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1602505.375000 Penalty: 4712.492188
	Iteration 18Q: 3 clusters Score -1602505 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1602611.125000 Penalty: 4712.492188
	Iteration 19Q: 3 clusters Score -1602611 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1602694.125000 Penalty: 4712.492188
	Iteration 20F: 3 clusters Score -1602694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1602781.125000 Penalty: 4712.492188
	Iteration 21Q: 3 clusters Score -1602781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1602855.375000 Penalty: 4712.492188
	Iteration 22Q: 3 clusters Score -1602855 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1602912.000000 Penalty: 4712.492188
	Iteration 23Q: 3 clusters Score -1602912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1602967.375000 Penalty: 4712.492188
	Iteration 24Q: 3 clusters Score -1602967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1602992.875000 Penalty: 4712.492188
	Iteration 25Q: 3 clusters Score -1602993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1603014.000000 Penalty: 4712.492188
	Iteration 26Q: 3 clusters Score -1603014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1603039.625000 Penalty: 4712.492188
	Iteration 27Q: 3 clusters Score -1603040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1603058.250000 Penalty: 4712.492188
	Iteration 28Q: 3 clusters Score -1603058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1603063.500000 Penalty: 4712.492188
	Iteration 29Q: 3 clusters Score -1603064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1603070.750000 Penalty: 4712.492188
	Iteration 30Q: 3 clusters Score -1603071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1603083.750000 Penalty: 4712.492188
	Iteration 31Q: 3 clusters Score -1603084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1603086.000000 Penalty: 4712.492188
	Iteration 32Q: 3 clusters Score -1603086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1603090.125000 Penalty: 4712.492188
	Iteration 33Q: 3 clusters Score -1603090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1603091.500000 Penalty: 4712.492188
	Iteration 34Q: 3 clusters Score -1603092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1603095.750000 Penalty: 4712.492188
	Iteration 35Q: 3 clusters Score -1603096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1603092.500000 Penalty: 4712.492188
	Iteration 36Q: 3 clusters Score -1603092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1603092.500000 Penalty: 4712.492188
	Iteration 37F: 3 clusters Score -1603092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 9131 members 
Entering Unmasked Estep 
Score: -141937424.000000 Penalty: 131682.390625
Splitting cluster 18 changes total score from -141935184.000000 to -141937424.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -552731.437500 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -552731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -548603.375000 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -548603.4 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -549594.625000 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -549594.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -549811.687500 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -549811.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -549940.125000 Penalty: 4166.281250
	Iteration 3Q: 3 clusters Score -549940.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -550018.625000 Penalty: 4166.281250
	Iteration 4Q: 3 clusters Score -550018.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -550098.875000 Penalty: 4166.281250
	Iteration 5Q: 3 clusters Score -550098.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -550170.750000 Penalty: 4166.281250
	Iteration 6Q: 3 clusters Score -550170.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -550238.250000 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -550238.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -550331.062500 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -550331.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -550492.625000 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -550492.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -550702.125000 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -550702.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -550964.812500 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -550964.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -551346.312500 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -551346.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -551827.125000 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -551827.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -552342.562500 Penalty: 4166.281250
	Iteration 14F: 3 clusters Score -552342.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -552786.375000 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -552786.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -553116.500000 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -553116.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -553274.000000 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -553274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -553329.937500 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -553329.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -553366.562500 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -553366.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -553392.875000 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -553392.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -553425.000000 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -553425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -553459.375000 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -553459.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -553478.687500 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -553478.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553490.125000 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -553490.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -553506.750000 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -553506.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -553513.687500 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -553513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -553524.937500 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -553524.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -553533.562500 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -553533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -553538.750000 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -553538.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -553544.875000 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -553544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -553545.875000 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -553545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -553545.875000 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -553545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553546.187500 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -553546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553546.187500 Penalty: 4166.281250
	Iteration 34F: 3 clusters Score -553546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 2280 members 
Entering Unmasked Estep 
Score: -141936768.000000 Penalty: 135147.703125
Splitting cluster 19 changes total score from -141935184.000000 to -141936768.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -212774.968750 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -212775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -210231.703125 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -210231.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210893.375000 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -210893.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -211438.234375 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -211438.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211998.531250 Penalty: 3774.982910
	Iteration 3F: 3 clusters Score -211998.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -212934.156250 Penalty: 3774.982910
	Iteration 4F: 3 clusters Score -212934.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -213468.343750 Penalty: 3774.982910
	Iteration 5F: 3 clusters Score -213468.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -213731.890625 Penalty: 3774.982910
	Iteration 6F: 3 clusters Score -213731.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -213805.734375 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -213805.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -213839.703125 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -213839.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -213855.859375 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -213855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -213860.109375 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -213860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -213862.812500 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -213862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -213866.140625 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -213866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -213867.546875 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -213867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -213868.171875 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -213868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -213868.171875 Penalty: 3774.982910
	Iteration 15F: 3 clusters Score -213868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 2280 members 
Mstep: Class 40 contains 311 members 
Entering Unmasked Estep 
Score: -141937408.000000 Penalty: 138613.031250
Splitting cluster 20 changes total score from -141935184.000000 to -141937408.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -30868.957031 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -30868.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29669.085938 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -29669.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29774.072266 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -29774.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29796.925781 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -29796.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29798.101562 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -29798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29798.101562 Penalty: 2782.298096
	Iteration 4F: 3 clusters Score -29798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -2132187.250000 Penalty: 2417.967773
	Iteration 0F: 2 clusters Score -2132187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2119823.250000 Penalty: 4835.935547
	Iteration 0F: 3 clusters Score -2119823 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2124050.500000 Penalty: 4835.935547
	Iteration 1F: 3 clusters Score -2124050 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2124543.500000 Penalty: 4835.935547
	Iteration 2F: 3 clusters Score -2124544 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2124973.500000 Penalty: 4835.935547
	Iteration 3F: 3 clusters Score -2124974 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2125440.000000 Penalty: 4835.935547
	Iteration 4Q: 3 clusters Score -2125440 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2126023.000000 Penalty: 4835.935547
	Iteration 5Q: 3 clusters Score -2126023 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2126729.000000 Penalty: 4835.935547
	Iteration 6F: 3 clusters Score -2126729 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2127526.000000 Penalty: 4835.935547
	Iteration 7F: 3 clusters Score -2127526 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2128375.500000 Penalty: 4835.935547
	Iteration 8F: 3 clusters Score -2128376 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2129005.500000 Penalty: 4835.935547
	Iteration 9F: 3 clusters Score -2129006 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2129381.750000 Penalty: 4835.935547
	Iteration 10Q: 3 clusters Score -2129382 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2129612.500000 Penalty: 4835.935547
	Iteration 11Q: 3 clusters Score -2129612 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2129746.750000 Penalty: 4835.935547
	Iteration 12Q: 3 clusters Score -2129747 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2129838.250000 Penalty: 4835.935547
	Iteration 13Q: 3 clusters Score -2129838 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2129886.250000 Penalty: 4835.935547
	Iteration 14Q: 3 clusters Score -2129886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2129926.500000 Penalty: 4835.935547
	Iteration 15Q: 3 clusters Score -2129926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2129962.750000 Penalty: 4835.935547
	Iteration 16Q: 3 clusters Score -2129963 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2129994.000000 Penalty: 4835.935547
	Iteration 17Q: 3 clusters Score -2129994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2130019.750000 Penalty: 4835.935547
	Iteration 18Q: 3 clusters Score -2130020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2130041.500000 Penalty: 4835.935547
	Iteration 19Q: 3 clusters Score -2130042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2130053.750000 Penalty: 4835.935547
	Iteration 20F: 3 clusters Score -2130054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2130069.750000 Penalty: 4835.935547
	Iteration 21Q: 3 clusters Score -2130070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2130084.000000 Penalty: 4835.935547
	Iteration 22Q: 3 clusters Score -2130084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2130111.750000 Penalty: 4835.935547
	Iteration 23Q: 3 clusters Score -2130112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2130131.500000 Penalty: 4835.935547
	Iteration 24Q: 3 clusters Score -2130132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2130155.000000 Penalty: 4835.935547
	Iteration 25Q: 3 clusters Score -2130155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2130182.250000 Penalty: 4835.935547
	Iteration 26Q: 3 clusters Score -2130182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2130211.000000 Penalty: 4835.935547
	Iteration 27Q: 3 clusters Score -2130211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2130234.500000 Penalty: 4835.935547
	Iteration 28Q: 3 clusters Score -2130234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2130256.750000 Penalty: 4835.935547
	Iteration 29Q: 3 clusters Score -2130257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2130285.750000 Penalty: 4835.935547
	Iteration 30Q: 3 clusters Score -2130286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2130312.250000 Penalty: 4835.935547
	Iteration 31Q: 3 clusters Score -2130312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2130342.250000 Penalty: 4835.935547
	Iteration 32Q: 3 clusters Score -2130342 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2130375.750000 Penalty: 4835.935547
	Iteration 33Q: 3 clusters Score -2130376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2130402.500000 Penalty: 4835.935547
	Iteration 34Q: 3 clusters Score -2130402 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2130434.250000 Penalty: 4835.935547
	Iteration 35Q: 3 clusters Score -2130434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2130461.000000 Penalty: 4835.935547
	Iteration 36Q: 3 clusters Score -2130461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2130492.750000 Penalty: 4835.935547
	Iteration 37Q: 3 clusters Score -2130493 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2130527.250000 Penalty: 4835.935547
	Iteration 38Q: 3 clusters Score -2130527 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2130558.750000 Penalty: 4835.935547
	Iteration 39Q: 3 clusters Score -2130559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2130578.000000 Penalty: 4835.935547
	Iteration 40F: 3 clusters Score -2130578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2130594.500000 Penalty: 4835.935547
	Iteration 41Q: 3 clusters Score -2130594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2130606.000000 Penalty: 4835.935547
	Iteration 42Q: 3 clusters Score -2130606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2130614.750000 Penalty: 4835.935547
	Iteration 43Q: 3 clusters Score -2130615 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2130627.250000 Penalty: 4835.935547
	Iteration 44Q: 3 clusters Score -2130627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2130654.000000 Penalty: 4835.935547
	Iteration 45Q: 3 clusters Score -2130654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2130661.250000 Penalty: 4835.935547
	Iteration 46Q: 3 clusters Score -2130661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2130675.500000 Penalty: 4835.935547
	Iteration 47Q: 3 clusters Score -2130676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2130686.500000 Penalty: 4835.935547
	Iteration 48Q: 3 clusters Score -2130686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2130689.500000 Penalty: 4835.935547
	Iteration 49Q: 3 clusters Score -2130690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2130699.250000 Penalty: 4835.935547
	Iteration 50Q: 3 clusters Score -2130699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2130708.250000 Penalty: 4835.935547
	Iteration 51Q: 3 clusters Score -2130708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2130719.000000 Penalty: 4835.935547
	Iteration 52Q: 3 clusters Score -2130719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2130741.250000 Penalty: 4835.935547
	Iteration 53Q: 3 clusters Score -2130741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2130740.500000 Penalty: 4835.935547
	Iteration 54Q: 3 clusters Score -2130740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2130746.500000 Penalty: 4835.935547
	Iteration 55Q: 3 clusters Score -2130746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2130750.750000 Penalty: 4835.935547
	Iteration 56Q: 3 clusters Score -2130751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2130761.750000 Penalty: 4835.935547
	Iteration 57Q: 3 clusters Score -2130762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2130763.250000 Penalty: 4835.935547
	Iteration 58Q: 3 clusters Score -2130763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2130767.500000 Penalty: 4835.935547
	Iteration 59Q: 3 clusters Score -2130768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2130768.250000 Penalty: 4835.935547
	Iteration 60F: 3 clusters Score -2130768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2130773.250000 Penalty: 4835.935547
	Iteration 61Q: 3 clusters Score -2130773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2130775.750000 Penalty: 4835.935547
	Iteration 62Q: 3 clusters Score -2130776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2130785.250000 Penalty: 4835.935547
	Iteration 63Q: 3 clusters Score -2130785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2130782.000000 Penalty: 4835.935547
	Iteration 64Q: 3 clusters Score -2130782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2130790.250000 Penalty: 4835.935547
	Iteration 65Q: 3 clusters Score -2130790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2130796.500000 Penalty: 4835.935547
	Iteration 66Q: 3 clusters Score -2130796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2130802.250000 Penalty: 4835.935547
	Iteration 67Q: 3 clusters Score -2130802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2130808.750000 Penalty: 4835.935547
	Iteration 68Q: 3 clusters Score -2130809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2130825.500000 Penalty: 4835.935547
	Iteration 69Q: 3 clusters Score -2130826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2130827.500000 Penalty: 4835.935547
	Iteration 70Q: 3 clusters Score -2130828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2130834.000000 Penalty: 4835.935547
	Iteration 71Q: 3 clusters Score -2130834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2130849.750000 Penalty: 4835.935547
	Iteration 72Q: 3 clusters Score -2130850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2130856.250000 Penalty: 4835.935547
	Iteration 73Q: 3 clusters Score -2130856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2130862.250000 Penalty: 4835.935547
	Iteration 74Q: 3 clusters Score -2130862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2130865.250000 Penalty: 4835.935547
	Iteration 75Q: 3 clusters Score -2130865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2130866.000000 Penalty: 4835.935547
	Iteration 76Q: 3 clusters Score -2130866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2130868.000000 Penalty: 4835.935547
	Iteration 77Q: 3 clusters Score -2130868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2130868.750000 Penalty: 4835.935547
	Iteration 78Q: 3 clusters Score -2130869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2130870.750000 Penalty: 4835.935547
	Iteration 79Q: 3 clusters Score -2130871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2130881.000000 Penalty: 4835.935547
	Iteration 80F: 3 clusters Score -2130881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2130879.250000 Penalty: 4835.935547
	Iteration 81Q: 3 clusters Score -2130879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2130884.250000 Penalty: 4835.935547
	Iteration 82Q: 3 clusters Score -2130884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2130880.500000 Penalty: 4835.935547
	Iteration 83Q: 3 clusters Score -2130880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2130880.000000 Penalty: 4835.935547
	Iteration 84Q: 3 clusters Score -2130880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2130877.500000 Penalty: 4835.935547
	Iteration 85Q: 3 clusters Score -2130878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2130884.750000 Penalty: 4835.935547
	Iteration 86Q: 3 clusters Score -2130885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2130885.500000 Penalty: 4835.935547
	Iteration 87Q: 3 clusters Score -2130886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2130884.250000 Penalty: 4835.935547
	Iteration 88Q: 3 clusters Score -2130884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2130891.000000 Penalty: 4835.935547
	Iteration 89Q: 3 clusters Score -2130891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2130888.500000 Penalty: 4835.935547
	Iteration 90Q: 3 clusters Score -2130888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2130891.500000 Penalty: 4835.935547
	Iteration 91Q: 3 clusters Score -2130892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2130897.500000 Penalty: 4835.935547
	Iteration 92Q: 3 clusters Score -2130898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2130895.500000 Penalty: 4835.935547
	Iteration 93Q: 3 clusters Score -2130896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2130898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2130899.250000 Penalty: 4835.935547
	Iteration 95Q: 3 clusters Score -2130899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2130900.000000 Penalty: 4835.935547
	Iteration 96Q: 3 clusters Score -2130900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2130901.750000 Penalty: 4835.935547
	Iteration 97Q: 3 clusters Score -2130902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2130900.500000 Penalty: 4835.935547
	Iteration 98Q: 3 clusters Score -2130900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2130900.000000 Penalty: 4835.935547
	Iteration 99Q: 3 clusters Score -2130900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2130899.250000 Penalty: 4835.935547
	Iteration 100F: 3 clusters Score -2130899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2130899.000000 Penalty: 4835.935547
	Iteration 101Q: 3 clusters Score -2130899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2130902.000000 Penalty: 4835.935547
	Iteration 102Q: 3 clusters Score -2130902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2130903.750000 Penalty: 4835.935547
	Iteration 103Q: 3 clusters Score -2130904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2130906.250000 Penalty: 4835.935547
	Iteration 104Q: 3 clusters Score -2130906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2130907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2130909.500000 Penalty: 4835.935547
	Iteration 106Q: 3 clusters Score -2130910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2130912.750000 Penalty: 4835.935547
	Iteration 107Q: 3 clusters Score -2130913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2130915.250000 Penalty: 4835.935547
	Iteration 108Q: 3 clusters Score -2130915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2130912.250000 Penalty: 4835.935547
	Iteration 109Q: 3 clusters Score -2130912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2130917.500000 Penalty: 4835.935547
	Iteration 110Q: 3 clusters Score -2130918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2130919.750000 Penalty: 4835.935547
	Iteration 111Q: 3 clusters Score -2130920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2130916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2130917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2130922.000000 Penalty: 4835.935547
	Iteration 114Q: 3 clusters Score -2130922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2130921.000000 Penalty: 4835.935547
	Iteration 115Q: 3 clusters Score -2130921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2130924.250000 Penalty: 4835.935547
	Iteration 116Q: 3 clusters Score -2130924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2130929.500000 Penalty: 4835.935547
	Iteration 117Q: 3 clusters Score -2130930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2130931.750000 Penalty: 4835.935547
	Iteration 118Q: 3 clusters Score -2130932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2130929.500000 Penalty: 4835.935547
	Iteration 119Q: 3 clusters Score -2130930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2130933.500000 Penalty: 4835.935547
	Iteration 120F: 3 clusters Score -2130934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2130934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2130930 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2130933.500000 Penalty: 4835.935547
	Iteration 123Q: 3 clusters Score -2130934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2130931.250000 Penalty: 4835.935547
	Iteration 124Q: 3 clusters Score -2130931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2130933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2130934.250000 Penalty: 4835.935547
	Iteration 126Q: 3 clusters Score -2130934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2130931.750000 Penalty: 4835.935547
	Iteration 127Q: 3 clusters Score -2130932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2130933.500000 Penalty: 4835.935547
	Iteration 128Q: 3 clusters Score -2130934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2130930.250000 Penalty: 4835.935547
	Iteration 129Q: 3 clusters Score -2130930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2130935.250000 Penalty: 4835.935547
	Iteration 130Q: 3 clusters Score -2130935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2130937.500000 Penalty: 4835.935547
	Iteration 131Q: 3 clusters Score -2130938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2130937.250000 Penalty: 4835.935547
	Iteration 132Q: 3 clusters Score -2130937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2130940.500000 Penalty: 4835.935547
	Iteration 133Q: 3 clusters Score -2130940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2130938.250000 Penalty: 4835.935547
	Iteration 134Q: 3 clusters Score -2130938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2130941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2130949.750000 Penalty: 4835.935547
	Iteration 136Q: 3 clusters Score -2130950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2130946.000000 Penalty: 4835.935547
	Iteration 137Q: 3 clusters Score -2130946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2130950.500000 Penalty: 4835.935547
	Iteration 138Q: 3 clusters Score -2130950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2130950.750000 Penalty: 4835.935547
	Iteration 139Q: 3 clusters Score -2130951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2130955.750000 Penalty: 4835.935547
	Iteration 140F: 3 clusters Score -2130956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2130958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2130961.500000 Penalty: 4835.935547
	Iteration 142Q: 3 clusters Score -2130962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2130958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2130958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2130958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2130963.500000 Penalty: 4835.935547
	Iteration 146Q: 3 clusters Score -2130964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2130968.000000 Penalty: 4835.935547
	Iteration 147Q: 3 clusters Score -2130968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2130970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2130971.250000 Penalty: 4835.935547
	Iteration 149Q: 3 clusters Score -2130971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2130969.250000 Penalty: 4835.935547
	Iteration 150Q: 3 clusters Score -2130969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2130968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2130965.250000 Penalty: 4835.935547
	Iteration 152Q: 3 clusters Score -2130965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2130968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2130973.000000 Penalty: 4835.935547
	Iteration 154Q: 3 clusters Score -2130973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
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Entering Unmasked Estep 
Score: -2130975.750000 Penalty: 4835.935547
	Iteration 155Q: 3 clusters Score -2130976 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2130977.000000 Penalty: 4835.935547
	Iteration 156Q: 3 clusters Score -2130977 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2130980.000000 Penalty: 4835.935547
	Iteration 157Q: 3 clusters Score -2130980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2130982.750000 Penalty: 4835.935547
	Iteration 158Q: 3 clusters Score -2130983 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2130984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2130982.250000 Penalty: 4835.935547
	Iteration 160F: 3 clusters Score -2130982 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2702 members 
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Entering Unmasked Estep 
Score: -2130986.000000 Penalty: 4835.935547
	Iteration 161Q: 3 clusters Score -2130986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2130985.500000 Penalty: 4835.935547
	Iteration 162Q: 3 clusters Score -2130986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2130988.500000 Penalty: 4835.935547
	Iteration 163Q: 3 clusters Score -2130988 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2130990.750000 Penalty: 4835.935547
	Iteration 164Q: 3 clusters Score -2130991 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2654 members 
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Entering Unmasked Estep 
Score: -2130987.000000 Penalty: 4835.935547
	Iteration 165Q: 3 clusters Score -2130987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
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Entering Unmasked Estep 
Score: -2130994.000000 Penalty: 4835.935547
	Iteration 166Q: 3 clusters Score -2130994 nChanged 16
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Mstep: Class 1 contains 2625 members 
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Entering Unmasked Estep 
Score: -2130993.250000 Penalty: 4835.935547
	Iteration 167Q: 3 clusters Score -2130993 nChanged 7
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Mstep: Class 1 contains 2618 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2130997 nChanged 7
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	Iteration 169Q: 3 clusters Score -2130996 nChanged 8
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Mstep: Class 1 contains 2603 members 
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	Iteration 170Q: 3 clusters Score -2131001 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2131002 nChanged 14
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Mstep: Class 1 contains 2577 members 
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Entering Unmasked Estep 
Score: -2131003.250000 Penalty: 4835.935547
	Iteration 172Q: 3 clusters Score -2131003 nChanged 14
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14589 members 
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	Iteration 173Q: 3 clusters Score -2131005 nChanged 13
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2131008 nChanged 10
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2131010 nChanged 14
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Mstep: Class 1 contains 2526 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2131008 nChanged 9
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Mstep: Class 1 contains 2517 members 
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Entering Unmasked Estep 
Score: -2131015.500000 Penalty: 4835.935547
	Iteration 177Q: 3 clusters Score -2131016 nChanged 6
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Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2131017.250000 Penalty: 4835.935547
	Iteration 178Q: 3 clusters Score -2131017 nChanged 8
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2131014.000000 Penalty: 4835.935547
	Iteration 179Q: 3 clusters Score -2131014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2131015.500000 Penalty: 4835.935547
	Iteration 180F: 3 clusters Score -2131016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2131018.750000 Penalty: 4835.935547
	Iteration 181Q: 3 clusters Score -2131019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2131018 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2131016.750000 Penalty: 4835.935547
	Iteration 183Q: 3 clusters Score -2131017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2131016.750000 Penalty: 4835.935547
	Iteration 184Q: 3 clusters Score -2131017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2131020.000000 Penalty: 4835.935547
	Iteration 185Q: 3 clusters Score -2131020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2131020.750000 Penalty: 4835.935547
	Iteration 186Q: 3 clusters Score -2131021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2131020.250000 Penalty: 4835.935547
	Iteration 187Q: 3 clusters Score -2131020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2131020.500000 Penalty: 4835.935547
	Iteration 188Q: 3 clusters Score -2131020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2131025.000000 Penalty: 4835.935547
	Iteration 189Q: 3 clusters Score -2131025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2131023.500000 Penalty: 4835.935547
	Iteration 190Q: 3 clusters Score -2131024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2131025.000000 Penalty: 4835.935547
	Iteration 191Q: 3 clusters Score -2131025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2131025.750000 Penalty: 4835.935547
	Iteration 192Q: 3 clusters Score -2131026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2131027.250000 Penalty: 4835.935547
	Iteration 193Q: 3 clusters Score -2131027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2131027.250000 Penalty: 4835.935547
	Iteration 194Q: 3 clusters Score -2131027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2131029.750000 Penalty: 4835.935547
	Iteration 195Q: 3 clusters Score -2131030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2131032.500000 Penalty: 4835.935547
	Iteration 196Q: 3 clusters Score -2131032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2131032.500000 Penalty: 4835.935547
	Iteration 197F: 3 clusters Score -2131032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Entering Unmasked Estep 
Score: -6437956.000000 Penalty: 2694.458496
	Iteration 0F: 2 clusters Score -6437956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -6402691.000000 Penalty: 5388.916992
	Iteration 0F: 3 clusters Score -6402691 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -6416046.000000 Penalty: 5388.916992
	Iteration 1F: 3 clusters Score -6416046 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6416688.500000 Penalty: 5388.916992
	Iteration 2Q: 3 clusters Score -6416688 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6417380.500000 Penalty: 5388.916992
	Iteration 3Q: 3 clusters Score -6417380 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6418187.000000 Penalty: 5388.916992
	Iteration 4Q: 3 clusters Score -6418187 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6419049.000000 Penalty: 5388.916992
	Iteration 5Q: 3 clusters Score -6419049 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -6420151.500000 Penalty: 5388.916992
	Iteration 6Q: 3 clusters Score -6420152 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6421544.000000 Penalty: 5388.916992
	Iteration 7Q: 3 clusters Score -6421544 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -6423099.500000 Penalty: 5388.916992
	Iteration 8F: 3 clusters Score -6423100 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -6424773.500000 Penalty: 5388.916992
	Iteration 9F: 3 clusters Score -6424774 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -6426615.000000 Penalty: 5388.916992
	Iteration 10F: 3 clusters Score -6426615 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -6428570.000000 Penalty: 5388.916992
	Iteration 11F: 3 clusters Score -6428570 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -6430361.000000 Penalty: 5388.916992
	Iteration 12Q: 3 clusters Score -6430361 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6431722.000000 Penalty: 5388.916992
	Iteration 13Q: 3 clusters Score -6431722 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -6432836.500000 Penalty: 5388.916992
	Iteration 14Q: 3 clusters Score -6432836 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6433681.000000 Penalty: 5388.916992
	Iteration 15Q: 3 clusters Score -6433681 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -6434330.500000 Penalty: 5388.916992
	Iteration 16Q: 3 clusters Score -6434330 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6434747.000000 Penalty: 5388.916992
	Iteration 17Q: 3 clusters Score -6434747 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -6435024.000000 Penalty: 5388.916992
	Iteration 18Q: 3 clusters Score -6435024 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6435196.000000 Penalty: 5388.916992
	Iteration 19Q: 3 clusters Score -6435196 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6435380.500000 Penalty: 5388.916992
	Iteration 20F: 3 clusters Score -6435380 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6435531.500000 Penalty: 5388.916992
	Iteration 21Q: 3 clusters Score -6435532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -6435648.000000 Penalty: 5388.916992
	Iteration 22Q: 3 clusters Score -6435648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6435723.500000 Penalty: 5388.916992
	Iteration 23Q: 3 clusters Score -6435724 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6435780.500000 Penalty: 5388.916992
	Iteration 24Q: 3 clusters Score -6435780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6435811.500000 Penalty: 5388.916992
	Iteration 25Q: 3 clusters Score -6435812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6435837.500000 Penalty: 5388.916992
	Iteration 26Q: 3 clusters Score -6435838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6435858.000000 Penalty: 5388.916992
	Iteration 27Q: 3 clusters Score -6435858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -6435885.000000 Penalty: 5388.916992
	Iteration 28Q: 3 clusters Score -6435885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6435899.000000 Penalty: 5388.916992
	Iteration 29Q: 3 clusters Score -6435899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -6435917.500000 Penalty: 5388.916992
	Iteration 30Q: 3 clusters Score -6435918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6435933.000000 Penalty: 5388.916992
	Iteration 31Q: 3 clusters Score -6435933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6435946.500000 Penalty: 5388.916992
	Iteration 32Q: 3 clusters Score -6435946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6435954.000000 Penalty: 5388.916992
	Iteration 33Q: 3 clusters Score -6435954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6435964.500000 Penalty: 5388.916992
	Iteration 34Q: 3 clusters Score -6435964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6435962.000000 Penalty: 5388.916992
	Iteration 35Q: 3 clusters Score -6435962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6435974.500000 Penalty: 5388.916992
	Iteration 36Q: 3 clusters Score -6435974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6435966.500000 Penalty: 5388.916992
	Iteration 37Q: 3 clusters Score -6435966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6435977.000000 Penalty: 5388.916992
	Iteration 38Q: 3 clusters Score -6435977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6435974.000000 Penalty: 5388.916992
	Iteration 39Q: 3 clusters Score -6435974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6435969.000000 Penalty: 5388.916992
	Iteration 40F: 3 clusters Score -6435969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6435969.500000 Penalty: 5388.916992
	Iteration 41Q: 3 clusters Score -6435970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6435982.000000 Penalty: 5388.916992
	Iteration 42Q: 3 clusters Score -6435982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6435992.000000 Penalty: 5388.916992
	Iteration 43Q: 3 clusters Score -6435992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6435994.000000 Penalty: 5388.916992
	Iteration 44Q: 3 clusters Score -6435994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6435991.500000 Penalty: 5388.916992
	Iteration 45Q: 3 clusters Score -6435992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -6436000.500000 Penalty: 5388.916992
	Iteration 46Q: 3 clusters Score -6436000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -6435994.500000 Penalty: 5388.916992
	Iteration 47Q: 3 clusters Score -6435994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -6435991.000000 Penalty: 5388.916992
	Iteration 48Q: 3 clusters Score -6435991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6435988.000000 Penalty: 5388.916992
	Iteration 49Q: 3 clusters Score -6435988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6436001.500000 Penalty: 5388.916992
	Iteration 50Q: 3 clusters Score -6436002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6435993.500000 Penalty: 5388.916992
	Iteration 51Q: 3 clusters Score -6435994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6435992.000000 Penalty: 5388.916992
	Iteration 52Q: 3 clusters Score -6435992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6435996.500000 Penalty: 5388.916992
	Iteration 53Q: 3 clusters Score -6435996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -6435996.500000 Penalty: 5388.916992
	Iteration 54Q: 3 clusters Score -6435996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -6435995.500000 Penalty: 5388.916992
	Iteration 55Q: 3 clusters Score -6435996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -6435996.000000 Penalty: 5388.916992
	Iteration 56Q: 3 clusters Score -6435996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -6436004.500000 Penalty: 5388.916992
	Iteration 57Q: 3 clusters Score -6436004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -6436004.500000 Penalty: 5388.916992
	Iteration 58F: 3 clusters Score -6436004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -912134.187500 Penalty: 2211.293457
	Iteration 0F: 2 clusters Score -912134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -906035.812500 Penalty: 4422.586914
	Iteration 0F: 3 clusters Score -906035.8 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -907597.625000 Penalty: 4422.586914
	Iteration 1F: 3 clusters Score -907597.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -907859.937500 Penalty: 4422.586914
	Iteration 2F: 3 clusters Score -907859.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -908046.312500 Penalty: 4422.586914
	Iteration 3F: 3 clusters Score -908046.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -908176.625000 Penalty: 4422.586914
	Iteration 4Q: 3 clusters Score -908176.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -908281.375000 Penalty: 4422.586914
	Iteration 5Q: 3 clusters Score -908281.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -908372.875000 Penalty: 4422.586914
	Iteration 6Q: 3 clusters Score -908372.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -908489.250000 Penalty: 4422.586914
	Iteration 7Q: 3 clusters Score -908489.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -908618.687500 Penalty: 4422.586914
	Iteration 8Q: 3 clusters Score -908618.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -908778.375000 Penalty: 4422.586914
	Iteration 9Q: 3 clusters Score -908778.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -908969.312500 Penalty: 4422.586914
	Iteration 10Q: 3 clusters Score -908969.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -909240.125000 Penalty: 4422.586914
	Iteration 11Q: 3 clusters Score -909240.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -909581.812500 Penalty: 4422.586914
	Iteration 12Q: 3 clusters Score -909581.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -909947.687500 Penalty: 4422.586914
	Iteration 13F: 3 clusters Score -909947.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -910280.750000 Penalty: 4422.586914
	Iteration 14F: 3 clusters Score -910280.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -910518.875000 Penalty: 4422.586914
	Iteration 15Q: 3 clusters Score -910518.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -910672.625000 Penalty: 4422.586914
	Iteration 16Q: 3 clusters Score -910672.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -910780.000000 Penalty: 4422.586914
	Iteration 17Q: 3 clusters Score -910780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -910844.250000 Penalty: 4422.586914
	Iteration 18Q: 3 clusters Score -910844.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -910883.000000 Penalty: 4422.586914
	Iteration 19Q: 3 clusters Score -910883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -910908.000000 Penalty: 4422.586914
	Iteration 20F: 3 clusters Score -910908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -910924.687500 Penalty: 4422.586914
	Iteration 21Q: 3 clusters Score -910924.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -910936.625000 Penalty: 4422.586914
	Iteration 22Q: 3 clusters Score -910936.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -910941.062500 Penalty: 4422.586914
	Iteration 23Q: 3 clusters Score -910941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -910946.750000 Penalty: 4422.586914
	Iteration 24Q: 3 clusters Score -910946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -910951.562500 Penalty: 4422.586914
	Iteration 25Q: 3 clusters Score -910951.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -910950.562500 Penalty: 4422.586914
	Iteration 26Q: 3 clusters Score -910950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -910952.500000 Penalty: 4422.586914
	Iteration 27Q: 3 clusters Score -910952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -910956.250000 Penalty: 4422.586914
	Iteration 28Q: 3 clusters Score -910956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -910956.250000 Penalty: 4422.586914
	Iteration 29Q: 3 clusters Score -910956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -910955.500000 Penalty: 4422.586914
	Iteration 30Q: 3 clusters Score -910955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -910956.687500 Penalty: 4422.586914
	Iteration 31Q: 3 clusters Score -910956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -910956.187500 Penalty: 4422.586914
	Iteration 32Q: 3 clusters Score -910956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -910957.625000 Penalty: 4422.586914
	Iteration 33Q: 3 clusters Score -910957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -910961.000000 Penalty: 4422.586914
	Iteration 34Q: 3 clusters Score -910961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -910961.000000 Penalty: 4422.586914
	Iteration 35F: 3 clusters Score -910961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Entering Unmasked Estep 
Score: -2318330.500000 Penalty: 2460.976074
	Iteration 0F: 2 clusters Score -2318330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2303953.000000 Penalty: 4921.952148
	Iteration 0F: 3 clusters Score -2303953 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2309376.750000 Penalty: 4921.952148
	Iteration 1F: 3 clusters Score -2309377 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2310528.500000 Penalty: 4921.952148
	Iteration 2F: 3 clusters Score -2310528 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2311883.250000 Penalty: 4921.952148
	Iteration 3F: 3 clusters Score -2311883 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2313164.750000 Penalty: 4921.952148
	Iteration 4F: 3 clusters Score -2313165 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2314303.250000 Penalty: 4921.952148
	Iteration 5F: 3 clusters Score -2314303 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2315244.000000 Penalty: 4921.952148
	Iteration 6F: 3 clusters Score -2315244 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2315908.500000 Penalty: 4921.952148
	Iteration 7Q: 3 clusters Score -2315908 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2316347.750000 Penalty: 4921.952148
	Iteration 8Q: 3 clusters Score -2316348 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2316605.750000 Penalty: 4921.952148
	Iteration 9Q: 3 clusters Score -2316606 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2316743.250000 Penalty: 4921.952148
	Iteration 10Q: 3 clusters Score -2316743 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2316812.750000 Penalty: 4921.952148
	Iteration 11Q: 3 clusters Score -2316813 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2316868.500000 Penalty: 4921.952148
	Iteration 12Q: 3 clusters Score -2316868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2316898.500000 Penalty: 4921.952148
	Iteration 13Q: 3 clusters Score -2316898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2316919.250000 Penalty: 4921.952148
	Iteration 14Q: 3 clusters Score -2316919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2316939.500000 Penalty: 4921.952148
	Iteration 15Q: 3 clusters Score -2316940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2316963.750000 Penalty: 4921.952148
	Iteration 16Q: 3 clusters Score -2316964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2316977.000000 Penalty: 4921.952148
	Iteration 17Q: 3 clusters Score -2316977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2316988.250000 Penalty: 4921.952148
	Iteration 18Q: 3 clusters Score -2316988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2316984.000000 Penalty: 4921.952148
	Iteration 19Q: 3 clusters Score -2316984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2316993.500000 Penalty: 4921.952148
	Iteration 20F: 3 clusters Score -2316994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2317004.750000 Penalty: 4921.952148
	Iteration 21Q: 3 clusters Score -2317005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2317006.500000 Penalty: 4921.952148
	Iteration 22Q: 3 clusters Score -2317006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2317006.750000 Penalty: 4921.952148
	Iteration 23Q: 3 clusters Score -2317007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2317007.750000 Penalty: 4921.952148
	Iteration 24Q: 3 clusters Score -2317008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2317009.500000 Penalty: 4921.952148
	Iteration 25Q: 3 clusters Score -2317010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2317013.000000 Penalty: 4921.952148
	Iteration 26Q: 3 clusters Score -2317013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2317013.500000 Penalty: 4921.952148
	Iteration 27Q: 3 clusters Score -2317014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2317011.500000 Penalty: 4921.952148
	Iteration 28Q: 3 clusters Score -2317012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2317015.750000 Penalty: 4921.952148
	Iteration 29Q: 3 clusters Score -2317016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2317016.250000 Penalty: 4921.952148
	Iteration 30Q: 3 clusters Score -2317016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2317015.500000 Penalty: 4921.952148
	Iteration 31Q: 3 clusters Score -2317016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2317015.500000 Penalty: 4921.952148
	Iteration 32F: 3 clusters Score -2317016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Entering Unmasked Estep 
Score: -6531174.500000 Penalty: 2690.804199
	Iteration 0F: 2 clusters Score -6531174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6496518.500000 Penalty: 5381.608398
	Iteration 0F: 3 clusters Score -6496518 nChanged 23745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -6509818.500000 Penalty: 5381.608398
	Iteration 1F: 3 clusters Score -6509818 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6510439.500000 Penalty: 5381.608398
	Iteration 2Q: 3 clusters Score -6510440 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -6511001.500000 Penalty: 5381.608398
	Iteration 3Q: 3 clusters Score -6511002 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -6511485.500000 Penalty: 5381.608398
	Iteration 4Q: 3 clusters Score -6511486 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6511962.000000 Penalty: 5381.608398
	Iteration 5Q: 3 clusters Score -6511962 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -6512406.500000 Penalty: 5381.608398
	Iteration 6Q: 3 clusters Score -6512406 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -6512987.000000 Penalty: 5381.608398
	Iteration 7Q: 3 clusters Score -6512987 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6513688.000000 Penalty: 5381.608398
	Iteration 8Q: 3 clusters Score -6513688 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -6514597.000000 Penalty: 5381.608398
	Iteration 9Q: 3 clusters Score -6514597 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6515871.500000 Penalty: 5381.608398
	Iteration 10Q: 3 clusters Score -6515872 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -6517535.000000 Penalty: 5381.608398
	Iteration 11F: 3 clusters Score -6517535 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6519655.500000 Penalty: 5381.608398
	Iteration 12F: 3 clusters Score -6519656 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -6521887.500000 Penalty: 5381.608398
	Iteration 13F: 3 clusters Score -6521888 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -6523779.000000 Penalty: 5381.608398
	Iteration 14Q: 3 clusters Score -6523779 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6525190.500000 Penalty: 5381.608398
	Iteration 15Q: 3 clusters Score -6525190 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6526272.000000 Penalty: 5381.608398
	Iteration 16Q: 3 clusters Score -6526272 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6527058.500000 Penalty: 5381.608398
	Iteration 17Q: 3 clusters Score -6527058 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6527637.000000 Penalty: 5381.608398
	Iteration 18Q: 3 clusters Score -6527637 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6528030.000000 Penalty: 5381.608398
	Iteration 19Q: 3 clusters Score -6528030 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6528266.000000 Penalty: 5381.608398
	Iteration 20F: 3 clusters Score -6528266 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6528416.500000 Penalty: 5381.608398
	Iteration 21Q: 3 clusters Score -6528416 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6528535.000000 Penalty: 5381.608398
	Iteration 22Q: 3 clusters Score -6528535 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6528631.000000 Penalty: 5381.608398
	Iteration 23Q: 3 clusters Score -6528631 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6528686.500000 Penalty: 5381.608398
	Iteration 24Q: 3 clusters Score -6528686 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6528718.000000 Penalty: 5381.608398
	Iteration 25Q: 3 clusters Score -6528718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6528762.000000 Penalty: 5381.608398
	Iteration 26Q: 3 clusters Score -6528762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6528787.500000 Penalty: 5381.608398
	Iteration 27Q: 3 clusters Score -6528788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6528805.000000 Penalty: 5381.608398
	Iteration 28Q: 3 clusters Score -6528805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6528828.000000 Penalty: 5381.608398
	Iteration 29Q: 3 clusters Score -6528828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6528830.500000 Penalty: 5381.608398
	Iteration 30Q: 3 clusters Score -6528830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6528840.000000 Penalty: 5381.608398
	Iteration 31Q: 3 clusters Score -6528840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6528850.500000 Penalty: 5381.608398
	Iteration 32Q: 3 clusters Score -6528850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6528858.000000 Penalty: 5381.608398
	Iteration 33Q: 3 clusters Score -6528858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6528866.000000 Penalty: 5381.608398
	Iteration 34Q: 3 clusters Score -6528866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6528876.500000 Penalty: 5381.608398
	Iteration 35Q: 3 clusters Score -6528876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6528882.500000 Penalty: 5381.608398
	Iteration 36Q: 3 clusters Score -6528882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6528890.000000 Penalty: 5381.608398
	Iteration 37Q: 3 clusters Score -6528890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6528893.500000 Penalty: 5381.608398
	Iteration 38Q: 3 clusters Score -6528894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6528903.500000 Penalty: 5381.608398
	Iteration 39Q: 3 clusters Score -6528904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6528915.000000 Penalty: 5381.608398
	Iteration 40F: 3 clusters Score -6528915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6528922.500000 Penalty: 5381.608398
	Iteration 41Q: 3 clusters Score -6528922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6528925.000000 Penalty: 5381.608398
	Iteration 42Q: 3 clusters Score -6528925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6528925.000000 Penalty: 5381.608398
	Iteration 43F: 3 clusters Score -6528925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -151014.390625 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -151014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149050.640625 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -149050.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -150631.515625 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -150631.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -152225.468750 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -152225.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -153606.312500 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -153606.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -153968.015625 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -153968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -154400.453125 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -154400.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -154830.015625 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -154830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -154915.921875 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -154915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -154942.250000 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -154942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -154995.812500 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -154995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -155051.375000 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -155051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -155124.390625 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -155124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -155140.968750 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -155141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -155173.187500 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -155173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -155195.531250 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -155195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -155228.718750 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -155228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -155278.734375 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -155278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -155396.953125 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -155397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155607.609375 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -155607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -155931.921875 Penalty: 3644.580078
	Iteration 19Q: 3 clusters Score -155931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -155960.000000 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -155960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -155962.296875 Penalty: 3644.580078
	Iteration 21Q: 3 clusters Score -155962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -155962.296875 Penalty: 3644.580078
	Iteration 22F: 3 clusters Score -155962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 2280 members 
Mstep: Class 40 contains 311 members 
Mstep: Class 41 contains 1030 members 
Entering Unmasked Estep 
Score: -141941088.000000 Penalty: 142078.359375
Splitting cluster 27 changes total score from -141935184.000000 to -141941088.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (33971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Entering Unmasked Estep 
Score: -4206882.000000 Penalty: 2587.449219
	Iteration 0F: 2 clusters Score -4206882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4183733.750000 Penalty: 5174.898438
	Iteration 0F: 3 clusters Score -4183734 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4192025.000000 Penalty: 5174.898438
	Iteration 1F: 3 clusters Score -4192025 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4192629.000000 Penalty: 5174.898438
	Iteration 2Q: 3 clusters Score -4192629 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4193295.000000 Penalty: 5174.898438
	Iteration 3Q: 3 clusters Score -4193295 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4194174.250000 Penalty: 5174.898438
	Iteration 4F: 3 clusters Score -4194174 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4195347.500000 Penalty: 5174.898438
	Iteration 5F: 3 clusters Score -4195348 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4197122.000000 Penalty: 5174.898438
	Iteration 6F: 3 clusters Score -4197122 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4199286.000000 Penalty: 5174.898438
	Iteration 7F: 3 clusters Score -4199286 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4201355.000000 Penalty: 5174.898438
	Iteration 8F: 3 clusters Score -4201355 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4202930.500000 Penalty: 5174.898438
	Iteration 9F: 3 clusters Score -4202930 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4203945.000000 Penalty: 5174.898438
	Iteration 10Q: 3 clusters Score -4203945 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4204417.000000 Penalty: 5174.898438
	Iteration 11Q: 3 clusters Score -4204417 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4204671.000000 Penalty: 5174.898438
	Iteration 12Q: 3 clusters Score -4204671 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4204800.000000 Penalty: 5174.898438
	Iteration 13Q: 3 clusters Score -4204800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4204871.000000 Penalty: 5174.898438
	Iteration 14Q: 3 clusters Score -4204871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4204913.500000 Penalty: 5174.898438
	Iteration 15Q: 3 clusters Score -4204914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4204973.500000 Penalty: 5174.898438
	Iteration 16Q: 3 clusters Score -4204974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4205020.500000 Penalty: 5174.898438
	Iteration 17Q: 3 clusters Score -4205020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4205056.000000 Penalty: 5174.898438
	Iteration 18Q: 3 clusters Score -4205056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4205060.500000 Penalty: 5174.898438
	Iteration 19Q: 3 clusters Score -4205060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4205073.500000 Penalty: 5174.898438
	Iteration 20F: 3 clusters Score -4205074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4205088.000000 Penalty: 5174.898438
	Iteration 21Q: 3 clusters Score -4205088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4205091.500000 Penalty: 5174.898438
	Iteration 22Q: 3 clusters Score -4205092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4205100.500000 Penalty: 5174.898438
	Iteration 23Q: 3 clusters Score -4205100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4205112.500000 Penalty: 5174.898438
	Iteration 24Q: 3 clusters Score -4205112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4205111.500000 Penalty: 5174.898438
	Iteration 25Q: 3 clusters Score -4205112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4205113.000000 Penalty: 5174.898438
	Iteration 26Q: 3 clusters Score -4205113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4205117.500000 Penalty: 5174.898438
	Iteration 27Q: 3 clusters Score -4205118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4205122.000000 Penalty: 5174.898438
	Iteration 28Q: 3 clusters Score -4205122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4205118.500000 Penalty: 5174.898438
	Iteration 29Q: 3 clusters Score -4205118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5174.898438
	Iteration 30Q: 3 clusters Score -4205124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4205125.000000 Penalty: 5174.898438
	Iteration 31Q: 3 clusters Score -4205125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5174.898438
	Iteration 32Q: 3 clusters Score -4205124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4205131.500000 Penalty: 5174.898438
	Iteration 33Q: 3 clusters Score -4205132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4205134.000000 Penalty: 5174.898438
	Iteration 34Q: 3 clusters Score -4205134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4205130.500000 Penalty: 5174.898438
	Iteration 35Q: 3 clusters Score -4205130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4205135.500000 Penalty: 5174.898438
	Iteration 36Q: 3 clusters Score -4205136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4205135.500000 Penalty: 5174.898438
	Iteration 37Q: 3 clusters Score -4205136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4205134.000000 Penalty: 5174.898438
	Iteration 38Q: 3 clusters Score -4205134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4205131.500000 Penalty: 5174.898438
	Iteration 39Q: 3 clusters Score -4205132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4205136.500000 Penalty: 5174.898438
	Iteration 40F: 3 clusters Score -4205136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4205138.000000 Penalty: 5174.898438
	Iteration 41Q: 3 clusters Score -4205138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4205138.000000 Penalty: 5174.898438
	Iteration 42Q: 3 clusters Score -4205138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4205138.000000 Penalty: 5174.898438
	Iteration 43F: 3 clusters Score -4205138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -111043.750000 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -111043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109088.531250 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -109088.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109672.687500 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -109672.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110185.242188 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -110185.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110456.656250 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -110456.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110626.351562 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -110626.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110765.929688 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -110765.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110900.312500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -110900.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110960.617188 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -110960.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111046.484375 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -111046.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -111107.148438 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -111107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -111141.320312 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -111141.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111169.937500 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -111169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111196.742188 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -111196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111206.320312 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -111206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111213.328125 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -111213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111213.968750 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -111214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111216.078125 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -111216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -111220.398438 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -111220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111224.601562 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -111224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -111225.718750 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -111225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -111249.398438 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -111249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111284.906250 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -111284.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111313.648438 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -111313.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111345.351562 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -111345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111360.835938 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -111360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111379.359375 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -111379.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111396.976562 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -111397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111408.296875 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -111408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111418.851562 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -111418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111434.023438 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -111434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -111458.164062 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -111458.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111511.296875 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -111511.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -111605.929688 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -111605.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111727.445312 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -111727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111802.257812 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -111802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111835.375000 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -111835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111840.867188 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -111840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111844.804688 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -111844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111846.093750 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -111846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111847.382812 Penalty: 3477.114746
	Iteration 39Q: 3 clusters Score -111847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111847.382812 Penalty: 3477.114746
	Iteration 40F: 3 clusters Score -111847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 515 members 
Mstep: Class 30 contains 6459 members 
Mstep: Class 31 contains 189019 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 2280 members 
Mstep: Class 40 contains 311 members 
Mstep: Class 41 contains 1030 members 
Mstep: Class 42 contains 593 members 
Entering Unmasked Estep 
Score: -141940080.000000 Penalty: 145543.687500
Splitting cluster 29 changes total score from -141935184.000000 to -141940080.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -729425.875000 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -729425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -724084.000000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -724084 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -725683.687500 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -725683.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -726165.562500 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -726165.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -726583.125000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -726583.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -727085.437500 Penalty: 4351.521973
	Iteration 4F: 3 clusters Score -727085.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -727681.812500 Penalty: 4351.521973
	Iteration 5F: 3 clusters Score -727681.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -728194.750000 Penalty: 4351.521973
	Iteration 6F: 3 clusters Score -728194.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -728479.437500 Penalty: 4351.521973
	Iteration 7F: 3 clusters Score -728479.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -728617.625000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -728617.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -728717.562500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -728717.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -728789.625000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -728789.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -728861.937500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -728861.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -728924.312500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -728924.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -728963.125000 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -728963.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -728998.562500 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -728998.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -729037.125000 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -729037.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -729067.375000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -729067.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -729096.125000 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -729096.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -729131.875000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -729131.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -729162.687500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -729162.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -729187.062500 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -729187.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -729232.312500 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -729232.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -729328.625000 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -729328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -729373.687500 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -729373.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -729391.062500 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -729391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -729399.250000 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -729399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -729408.375000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -729408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -729412.375000 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -729412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -729415.062500 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -729415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -729413.187500 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -729413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -729413.687500 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -729413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -729414.250000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -729414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -729414.250000 Penalty: 4351.521973
	Iteration 32F: 3 clusters Score -729414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 9057 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 194991 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8008 members 
Mstep: Class 8 contains 321375 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17152 members 
Mstep: Class 23 contains 52300 members 
Mstep: Class 24 contains 7454 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 51535 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 33971 members 
Mstep: Class 29 contains 515 members 
Mstep: Class 30 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141948880.000000 Penalty: 145543.687500
Iteration 79Q: 43 clusters Score -1.419489e+08 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 196109 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 323262 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 16587 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 40145 members 
Mstep: Class 16 contains 12489 members 
Mstep: Class 17 contains 43868 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17190 members 
Mstep: Class 23 contains 52314 members 
Mstep: Class 24 contains 7381 members 
Mstep: Class 25 contains 20567 members 
Mstep: Class 26 contains 51398 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 34168 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 6482 members 
Mstep: Class 31 contains 185766 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3012 members 
Mstep: Class 35 contains 34579 members 
Mstep: Class 36 contains 13668 members 
Mstep: Class 37 contains 617 members 
Mstep: Class 38 contains 9067 members 
Mstep: Class 39 contains 2275 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 1028 members 
Mstep: Class 42 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968560.000000 Penalty: 145543.687500
Iteration 80F: 43 clusters Score -1.419686e+08 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 9622 members 
Mstep: Class 3 contains 14994 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 196397 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 323154 members 
Mstep: Class 9 contains 4654 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 10638 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 13 contains 17352 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 40073 members 
Mstep: Class 16 contains 12473 members 
Mstep: Class 17 contains 43368 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 2147 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 17208 members 
Mstep: Class 23 contains 52381 members 
Mstep: Class 24 contains 7316 members 
Mstep: Class 25 contains 20369 members 
Mstep: Class 26 contains 51242 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 33997 members 
Mstep: Class 29 contains 572 members 
Mstep: Class 30 contains 6429 members 
Mstep: Class 31 contains 184877 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3146 members 
Mstep: Class 35 contains 34722 members 
Mstep: Class 36 contains 14024 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 9225 members 
Mstep: Class 39 contains 2287 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980144.000000 Penalty: 145543.687500
Iteration 81Q: 43 clusters Score -1.419801e+08 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 14983 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 196685 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 323001 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 10567 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 39992 members 
Mstep: Class 16 contains 12444 members 
Mstep: Class 17 contains 42903 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 17247 members 
Mstep: Class 23 contains 52439 members 
Mstep: Class 24 contains 7276 members 
Mstep: Class 25 contains 20264 members 
Mstep: Class 26 contains 51107 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33904 members 
Mstep: Class 29 contains 574 members 
Mstep: Class 30 contains 6381 members 
Mstep: Class 31 contains 184051 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3225 members 
Mstep: Class 35 contains 34795 members 
Mstep: Class 36 contains 14301 members 
Mstep: Class 37 contains 807 members 
Mstep: Class 38 contains 9319 members 
Mstep: Class 39 contains 2288 members 
Mstep: Class 40 contains 318 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141982576.000000 Penalty: 145543.687500
Iteration 82Q: 43 clusters Score -1.419826e+08 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 10131 members 
Mstep: Class 3 contains 14977 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 196952 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 322870 members 
Mstep: Class 9 contains 4880 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 5064 members 
Mstep: Class 13 contains 18574 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39921 members 
Mstep: Class 16 contains 12431 members 
Mstep: Class 17 contains 42511 members 
Mstep: Class 18 contains 4184 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 52477 members 
Mstep: Class 24 contains 7247 members 
Mstep: Class 25 contains 20206 members 
Mstep: Class 26 contains 51029 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33838 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 6352 members 
Mstep: Class 31 contains 183264 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3290 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 14541 members 
Mstep: Class 37 contains 831 members 
Mstep: Class 38 contains 9393 members 
Mstep: Class 39 contains 2289 members 
Mstep: Class 40 contains 324 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983760.000000 Penalty: 145543.687500
Iteration 83Q: 43 clusters Score -1.419838e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 14972 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 197217 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 322735 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 4254 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 19008 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39867 members 
Mstep: Class 16 contains 12413 members 
Mstep: Class 17 contains 42168 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17315 members 
Mstep: Class 23 contains 52499 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 20159 members 
Mstep: Class 26 contains 50960 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33796 members 
Mstep: Class 29 contains 557 members 
Mstep: Class 30 contains 6324 members 
Mstep: Class 31 contains 182608 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3335 members 
Mstep: Class 35 contains 34875 members 
Mstep: Class 36 contains 14734 members 
Mstep: Class 37 contains 848 members 
Mstep: Class 38 contains 9441 members 
Mstep: Class 39 contains 2290 members 
Mstep: Class 40 contains 327 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984544.000000 Penalty: 145543.687500
Iteration 84Q: 43 clusters Score -1.419845e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 197465 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 322597 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 10499 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 19373 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39825 members 
Mstep: Class 16 contains 12385 members 
Mstep: Class 17 contains 41908 members 
Mstep: Class 18 contains 4183 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17358 members 
Mstep: Class 23 contains 52523 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 20108 members 
Mstep: Class 26 contains 50912 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33743 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 182050 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3384 members 
Mstep: Class 35 contains 34885 members 
Mstep: Class 36 contains 14863 members 
Mstep: Class 37 contains 854 members 
Mstep: Class 38 contains 9476 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 334 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984736.000000 Penalty: 145543.687500
Iteration 85Q: 43 clusters Score -1.419847e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 197678 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7940 members 
Mstep: Class 8 contains 322439 members 
Mstep: Class 9 contains 5118 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 5109 members 
Mstep: Class 13 contains 19682 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39796 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 41729 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17398 members 
Mstep: Class 23 contains 52548 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 20050 members 
Mstep: Class 26 contains 50876 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33692 members 
Mstep: Class 29 contains 557 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 181543 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 34877 members 
Mstep: Class 36 contains 14972 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 9516 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 343 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985408.000000 Penalty: 145543.687500
Iteration 86Q: 43 clusters Score -1.419854e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 10992 members 
Mstep: Class 3 contains 14957 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 197901 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7905 members 
Mstep: Class 8 contains 322338 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39762 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 41530 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17430 members 
Mstep: Class 23 contains 52565 members 
Mstep: Class 24 contains 7148 members 
Mstep: Class 25 contains 20019 members 
Mstep: Class 26 contains 50847 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33670 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 181054 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3498 members 
Mstep: Class 35 contains 34864 members 
Mstep: Class 36 contains 15049 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 9547 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 346 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986208.000000 Penalty: 145543.687500
Iteration 87Q: 43 clusters Score -1.419862e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 11169 members 
Mstep: Class 3 contains 14959 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 198148 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7873 members 
Mstep: Class 8 contains 322237 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 20181 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39728 members 
Mstep: Class 16 contains 12332 members 
Mstep: Class 17 contains 41359 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17452 members 
Mstep: Class 23 contains 52559 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 19994 members 
Mstep: Class 26 contains 50823 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33641 members 
Mstep: Class 29 contains 563 members 
Mstep: Class 30 contains 6246 members 
Mstep: Class 31 contains 180588 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3560 members 
Mstep: Class 35 contains 34836 members 
Mstep: Class 36 contains 15125 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 9568 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 349 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986624.000000 Penalty: 145543.687500
Iteration 88Q: 43 clusters Score -1.419866e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 198388 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 8 contains 322135 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 20365 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39704 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 41218 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17471 members 
Mstep: Class 23 contains 52563 members 
Mstep: Class 24 contains 7123 members 
Mstep: Class 25 contains 19954 members 
Mstep: Class 26 contains 50811 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33615 members 
Mstep: Class 29 contains 563 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 180173 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3624 members 
Mstep: Class 35 contains 34802 members 
Mstep: Class 36 contains 15191 members 
Mstep: Class 37 contains 898 members 
Mstep: Class 38 contains 9593 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 353 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987280.000000 Penalty: 145543.687500
Iteration 89Q: 43 clusters Score -1.419873e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 14956 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 198615 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7826 members 
Mstep: Class 8 contains 322044 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 20489 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39683 members 
Mstep: Class 16 contains 12298 members 
Mstep: Class 17 contains 41101 members 
Mstep: Class 18 contains 4225 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17494 members 
Mstep: Class 23 contains 52569 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 19901 members 
Mstep: Class 26 contains 50802 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33598 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 179805 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3689 members 
Mstep: Class 35 contains 34776 members 
Mstep: Class 36 contains 15256 members 
Mstep: Class 37 contains 902 members 
Mstep: Class 38 contains 9606 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987776.000000 Penalty: 145543.687500
Iteration 90Q: 43 clusters Score -1.419878e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 198856 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7806 members 
Mstep: Class 8 contains 321943 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 20585 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39657 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 41009 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 52578 members 
Mstep: Class 24 contains 7111 members 
Mstep: Class 25 contains 19865 members 
Mstep: Class 26 contains 50795 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33584 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 6210 members 
Mstep: Class 31 contains 179499 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3741 members 
Mstep: Class 35 contains 34750 members 
Mstep: Class 36 contains 15305 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 9613 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988256.000000 Penalty: 145543.687500
Iteration 91Q: 43 clusters Score -1.419883e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 199085 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7795 members 
Mstep: Class 8 contains 321851 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 20668 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39639 members 
Mstep: Class 16 contains 12258 members 
Mstep: Class 17 contains 40933 members 
Mstep: Class 18 contains 4264 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17523 members 
Mstep: Class 23 contains 52583 members 
Mstep: Class 24 contains 7102 members 
Mstep: Class 25 contains 19845 members 
Mstep: Class 26 contains 50788 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33568 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 6206 members 
Mstep: Class 31 contains 179181 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3793 members 
Mstep: Class 35 contains 34725 members 
Mstep: Class 36 contains 15369 members 
Mstep: Class 37 contains 910 members 
Mstep: Class 38 contains 9626 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 358 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988432.000000 Penalty: 145543.687500
Iteration 92Q: 43 clusters Score -1.419884e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 199348 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7780 members 
Mstep: Class 8 contains 321711 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 20744 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39621 members 
Mstep: Class 16 contains 12237 members 
Mstep: Class 17 contains 40857 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 52585 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 19841 members 
Mstep: Class 26 contains 50790 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33549 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 6195 members 
Mstep: Class 31 contains 178872 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3860 members 
Mstep: Class 35 contains 34714 members 
Mstep: Class 36 contains 15422 members 
Mstep: Class 37 contains 915 members 
Mstep: Class 38 contains 9638 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988832.000000 Penalty: 145543.687500
Iteration 93Q: 43 clusters Score -1.419888e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 14937 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 199576 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7767 members 
Mstep: Class 8 contains 321595 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 20812 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39600 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 17 contains 40775 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17551 members 
Mstep: Class 23 contains 52597 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 19847 members 
Mstep: Class 26 contains 50787 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33530 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6187 members 
Mstep: Class 31 contains 178588 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3914 members 
Mstep: Class 35 contains 34708 members 
Mstep: Class 36 contains 15476 members 
Mstep: Class 37 contains 917 members 
Mstep: Class 38 contains 9643 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988864.000000 Penalty: 145543.687500
Iteration 94Q: 43 clusters Score -1.419889e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 199804 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 321473 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 20881 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39584 members 
Mstep: Class 16 contains 12205 members 
Mstep: Class 17 contains 40698 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17561 members 
Mstep: Class 23 contains 52608 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 19854 members 
Mstep: Class 26 contains 50778 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33515 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6177 members 
Mstep: Class 31 contains 178347 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 3961 members 
Mstep: Class 35 contains 34704 members 
Mstep: Class 36 contains 15495 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 9647 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988816.000000 Penalty: 145543.687500
Iteration 95Q: 43 clusters Score -1.419888e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 11865 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 200062 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 8 contains 321342 members 
Mstep: Class 9 contains 5687 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 20937 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 39556 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 40609 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17575 members 
Mstep: Class 23 contains 52619 members 
Mstep: Class 24 contains 7091 members 
Mstep: Class 25 contains 19831 members 
Mstep: Class 26 contains 50772 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33505 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6176 members 
Mstep: Class 31 contains 178118 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 34693 members 
Mstep: Class 36 contains 15518 members 
Mstep: Class 37 contains 920 members 
Mstep: Class 38 contains 9648 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989088.000000 Penalty: 145543.687500
Iteration 96Q: 43 clusters Score -1.419891e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 14920 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 200357 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 321210 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 20973 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39535 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 40515 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17584 members 
Mstep: Class 23 contains 52621 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 19859 members 
Mstep: Class 26 contains 50767 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33496 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6173 members 
Mstep: Class 31 contains 177845 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4037 members 
Mstep: Class 35 contains 34696 members 
Mstep: Class 36 contains 15531 members 
Mstep: Class 37 contains 922 members 
Mstep: Class 38 contains 9649 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989344.000000 Penalty: 145543.687500
Iteration 97Q: 43 clusters Score -1.419893e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 14917 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 200588 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 321097 members 
Mstep: Class 9 contains 5799 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 10514 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 21002 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39519 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 40430 members 
Mstep: Class 18 contains 4372 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17600 members 
Mstep: Class 23 contains 52622 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 19880 members 
Mstep: Class 26 contains 50773 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33482 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6169 members 
Mstep: Class 31 contains 177603 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4075 members 
Mstep: Class 35 contains 34693 members 
Mstep: Class 36 contains 15537 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 9653 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989200.000000 Penalty: 145543.687500
Iteration 98Q: 43 clusters Score -1.419892e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 14913 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 200841 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 8 contains 321006 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 21021 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39501 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 40359 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 17607 members 
Mstep: Class 23 contains 52623 members 
Mstep: Class 24 contains 7084 members 
Mstep: Class 25 contains 19926 members 
Mstep: Class 26 contains 50766 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33457 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6165 members 
Mstep: Class 31 contains 177330 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4112 members 
Mstep: Class 35 contains 34689 members 
Mstep: Class 36 contains 15546 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 9665 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989136.000000 Penalty: 145543.687500
Iteration 99Q: 43 clusters Score -1.419891e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 14905 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 201061 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7724 members 
Mstep: Class 8 contains 320923 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 10505 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 21035 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39496 members 
Mstep: Class 16 contains 12092 members 
Mstep: Class 17 contains 40291 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17612 members 
Mstep: Class 23 contains 52621 members 
Mstep: Class 24 contains 7085 members 
Mstep: Class 25 contains 19951 members 
Mstep: Class 26 contains 50756 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 33443 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 6167 members 
Mstep: Class 31 contains 177089 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4148 members 
Mstep: Class 35 contains 34685 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 9673 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991088.000000 Penalty: 145543.687500
Iteration 100F: 43 clusters Score -1.419911e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 14904 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 201281 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7710 members 
Mstep: Class 8 contains 320825 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 21045 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39487 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 17 contains 40236 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17621 members 
Mstep: Class 23 contains 52621 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 19972 members 
Mstep: Class 26 contains 50758 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 33421 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 6165 members 
Mstep: Class 31 contains 176850 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4183 members 
Mstep: Class 35 contains 34684 members 
Mstep: Class 36 contains 15584 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 9683 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 361 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991776.000000 Penalty: 145543.687500
Iteration 101Q: 43 clusters Score -1.419918e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 201486 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7703 members 
Mstep: Class 8 contains 320736 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 21059 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39459 members 
Mstep: Class 16 contains 12054 members 
Mstep: Class 17 contains 40196 members 
Mstep: Class 18 contains 4487 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17634 members 
Mstep: Class 23 contains 52614 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 19998 members 
Mstep: Class 26 contains 50761 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 33401 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 176612 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4223 members 
Mstep: Class 35 contains 34689 members 
Mstep: Class 36 contains 15601 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 9690 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1031 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991952.000000 Penalty: 145543.687500
Iteration 102Q: 43 clusters Score -1.41992e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 12185 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 201689 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7693 members 
Mstep: Class 8 contains 320630 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 21075 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 12038 members 
Mstep: Class 17 contains 40142 members 
Mstep: Class 18 contains 4503 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2698 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17643 members 
Mstep: Class 23 contains 52606 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 20048 members 
Mstep: Class 26 contains 50764 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33375 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6155 members 
Mstep: Class 31 contains 176387 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4262 members 
Mstep: Class 35 contains 34689 members 
Mstep: Class 36 contains 15620 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992576.000000 Penalty: 145543.687500
Iteration 103Q: 43 clusters Score -1.419926e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 201892 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7682 members 
Mstep: Class 8 contains 320562 members 
Mstep: Class 9 contains 6104 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 21088 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39434 members 
Mstep: Class 16 contains 12004 members 
Mstep: Class 17 contains 40077 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17652 members 
Mstep: Class 23 contains 52593 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 20077 members 
Mstep: Class 26 contains 50759 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33367 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6151 members 
Mstep: Class 31 contains 176178 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4298 members 
Mstep: Class 35 contains 34675 members 
Mstep: Class 36 contains 15630 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9695 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992496.000000 Penalty: 145543.687500
Iteration 104Q: 43 clusters Score -1.419925e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 202096 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7671 members 
Mstep: Class 8 contains 320477 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 21100 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39420 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 17 contains 40018 members 
Mstep: Class 18 contains 4566 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17667 members 
Mstep: Class 23 contains 52584 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 20097 members 
Mstep: Class 26 contains 50754 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33343 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6151 members 
Mstep: Class 31 contains 175997 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 34682 members 
Mstep: Class 36 contains 15643 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9702 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992400.000000 Penalty: 145543.687500
Iteration 105Q: 43 clusters Score -1.419924e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 12264 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 202292 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7667 members 
Mstep: Class 8 contains 320387 members 
Mstep: Class 9 contains 6183 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 21121 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39410 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 39972 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17692 members 
Mstep: Class 23 contains 52568 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 20116 members 
Mstep: Class 26 contains 50751 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33328 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6148 members 
Mstep: Class 31 contains 175807 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4368 members 
Mstep: Class 35 contains 34688 members 
Mstep: Class 36 contains 15655 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9715 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992528.000000 Penalty: 145543.687500
Iteration 106Q: 43 clusters Score -1.419925e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 12276 members 
Mstep: Class 3 contains 14878 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 202510 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7663 members 
Mstep: Class 8 contains 320286 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 21143 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39387 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 39916 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17720 members 
Mstep: Class 23 contains 52562 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 20136 members 
Mstep: Class 26 contains 50753 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33313 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6141 members 
Mstep: Class 31 contains 175636 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4395 members 
Mstep: Class 35 contains 34698 members 
Mstep: Class 36 contains 15664 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9725 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992896.000000 Penalty: 145543.687500
Iteration 107Q: 43 clusters Score -1.419929e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 12284 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 202714 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 320231 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 21153 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39365 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 17 contains 39868 members 
Mstep: Class 18 contains 4796 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17746 members 
Mstep: Class 23 contains 52553 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 20133 members 
Mstep: Class 26 contains 50751 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33293 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6137 members 
Mstep: Class 31 contains 175456 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4420 members 
Mstep: Class 35 contains 34720 members 
Mstep: Class 36 contains 15673 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9737 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992864.000000 Penalty: 145543.687500
Iteration 108Q: 43 clusters Score -1.419929e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 12293 members 
Mstep: Class 3 contains 14857 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 202940 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7655 members 
Mstep: Class 8 contains 320155 members 
Mstep: Class 9 contains 6256 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10507 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39352 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 39845 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17768 members 
Mstep: Class 23 contains 52547 members 
Mstep: Class 24 contains 7076 members 
Mstep: Class 25 contains 20144 members 
Mstep: Class 26 contains 50749 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33261 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6126 members 
Mstep: Class 31 contains 175254 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4441 members 
Mstep: Class 35 contains 34735 members 
Mstep: Class 36 contains 15681 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9756 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992736.000000 Penalty: 145543.687500
Iteration 109Q: 43 clusters Score -1.419927e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 14840 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 203169 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 320072 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10510 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39353 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 39798 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17789 members 
Mstep: Class 23 contains 52537 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 20162 members 
Mstep: Class 26 contains 50744 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33236 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6116 members 
Mstep: Class 31 contains 175037 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 34738 members 
Mstep: Class 36 contains 15697 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9768 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992912.000000 Penalty: 145543.687500
Iteration 110Q: 43 clusters Score -1.419929e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 12320 members 
Mstep: Class 3 contains 14824 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 203434 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 319943 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5509 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39359 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 39759 members 
Mstep: Class 18 contains 5102 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 17806 members 
Mstep: Class 23 contains 52533 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 20174 members 
Mstep: Class 26 contains 50737 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33199 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 174799 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4485 members 
Mstep: Class 35 contains 34753 members 
Mstep: Class 36 contains 15715 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9780 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993088.000000 Penalty: 145543.687500
Iteration 111Q: 43 clusters Score -1.419931e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 14805 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 203727 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 319806 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 21220 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39352 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 39740 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 17813 members 
Mstep: Class 23 contains 52528 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 20182 members 
Mstep: Class 26 contains 50737 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33187 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6104 members 
Mstep: Class 31 contains 174539 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 34771 members 
Mstep: Class 36 contains 15728 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9786 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993248.000000 Penalty: 145543.687500
Iteration 112Q: 43 clusters Score -1.419932e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 12377 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 204053 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 319618 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 10508 members 
Mstep: Class 12 contains 5558 members 
Mstep: Class 13 contains 21237 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39346 members 
Mstep: Class 16 contains 11345 members 
Mstep: Class 17 contains 39727 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 17824 members 
Mstep: Class 23 contains 52528 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 20204 members 
Mstep: Class 26 contains 50742 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33144 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 174292 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 34789 members 
Mstep: Class 36 contains 15744 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9795 members 
Mstep: Class 39 contains 2291 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993456.000000 Penalty: 145543.687500
Iteration 113Q: 43 clusters Score -1.419935e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 12414 members 
Mstep: Class 3 contains 14794 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 204463 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 319400 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10509 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 21242 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39330 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 39699 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 17826 members 
Mstep: Class 23 contains 52515 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 20222 members 
Mstep: Class 26 contains 50745 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33136 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 174043 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 34803 members 
Mstep: Class 36 contains 15750 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9800 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 364 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993728.000000 Penalty: 145543.687500
Iteration 114Q: 43 clusters Score -1.419937e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 204850 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 319192 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39321 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 39674 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 17836 members 
Mstep: Class 23 contains 52500 members 
Mstep: Class 24 contains 7072 members 
Mstep: Class 25 contains 20256 members 
Mstep: Class 26 contains 50752 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33113 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 173807 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4557 members 
Mstep: Class 35 contains 34818 members 
Mstep: Class 36 contains 15752 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9800 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 365 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993760.000000 Penalty: 145543.687500
Iteration 115Q: 43 clusters Score -1.419938e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 14777 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 205231 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7638 members 
Mstep: Class 8 contains 318999 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 21266 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39316 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 39646 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 17846 members 
Mstep: Class 23 contains 52491 members 
Mstep: Class 24 contains 7070 members 
Mstep: Class 25 contains 20275 members 
Mstep: Class 26 contains 50764 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33089 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6083 members 
Mstep: Class 31 contains 173560 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4577 members 
Mstep: Class 35 contains 34824 members 
Mstep: Class 36 contains 15766 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9804 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 366 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993568.000000 Penalty: 145543.687500
Iteration 116Q: 43 clusters Score -1.419936e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 12454 members 
Mstep: Class 3 contains 14771 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 205651 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 318794 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 5612 members 
Mstep: Class 13 contains 21282 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39329 members 
Mstep: Class 16 contains 11295 members 
Mstep: Class 17 contains 39610 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 52484 members 
Mstep: Class 24 contains 7072 members 
Mstep: Class 25 contains 20276 members 
Mstep: Class 26 contains 50771 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33076 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6077 members 
Mstep: Class 31 contains 173277 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4594 members 
Mstep: Class 35 contains 34837 members 
Mstep: Class 36 contains 15776 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9808 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993424.000000 Penalty: 145543.687500
Iteration 117Q: 43 clusters Score -1.419934e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 14768 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 206093 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7637 members 
Mstep: Class 8 contains 318557 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10515 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 13 contains 21300 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 17 contains 39583 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2707 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17857 members 
Mstep: Class 23 contains 52481 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 20286 members 
Mstep: Class 26 contains 50772 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33059 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6074 members 
Mstep: Class 31 contains 173008 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4610 members 
Mstep: Class 35 contains 34843 members 
Mstep: Class 36 contains 15782 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9813 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993264.000000 Penalty: 145543.687500
Iteration 118Q: 43 clusters Score -1.419933e+08 nChanged 1234
Entering ConstructFrom: 
Score: -141993264.000000 Penalty: 145543.687500
Entering ConstructFrom: 
Trying to split cluster 1 (27198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Entering Unmasked Estep 
Score: -3352959.000000 Penalty: 2532.302734
	Iteration 0F: 2 clusters Score -3352959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3334245.250000 Penalty: 5064.605469
	Iteration 0F: 3 clusters Score -3334245 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3340930.000000 Penalty: 5064.605469
	Iteration 1F: 3 clusters Score -3340930 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3341554.500000 Penalty: 5064.605469
	Iteration 2F: 3 clusters Score -3341554 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3342411.000000 Penalty: 5064.605469
	Iteration 3F: 3 clusters Score -3342411 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3343531.000000 Penalty: 5064.605469
	Iteration 4F: 3 clusters Score -3343531 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3344874.250000 Penalty: 5064.605469
	Iteration 5F: 3 clusters Score -3344874 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3346355.500000 Penalty: 5064.605469
	Iteration 6F: 3 clusters Score -3346356 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3347796.750000 Penalty: 5064.605469
	Iteration 7F: 3 clusters Score -3347797 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3348926.250000 Penalty: 5064.605469
	Iteration 8F: 3 clusters Score -3348926 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3349609.000000 Penalty: 5064.605469
	Iteration 9Q: 3 clusters Score -3349609 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3350096.500000 Penalty: 5064.605469
	Iteration 10Q: 3 clusters Score -3350096 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3350442.500000 Penalty: 5064.605469
	Iteration 11Q: 3 clusters Score -3350442 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3350700.500000 Penalty: 5064.605469
	Iteration 12Q: 3 clusters Score -3350700 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3350925.500000 Penalty: 5064.605469
	Iteration 13Q: 3 clusters Score -3350926 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3351125.250000 Penalty: 5064.605469
	Iteration 14Q: 3 clusters Score -3351125 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3351300.250000 Penalty: 5064.605469
	Iteration 15Q: 3 clusters Score -3351300 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3351439.250000 Penalty: 5064.605469
	Iteration 16Q: 3 clusters Score -3351439 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3351600.250000 Penalty: 5064.605469
	Iteration 17Q: 3 clusters Score -3351600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3351751.000000 Penalty: 5064.605469
	Iteration 18Q: 3 clusters Score -3351751 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3351888.250000 Penalty: 5064.605469
	Iteration 19Q: 3 clusters Score -3351888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3351965.250000 Penalty: 5064.605469
	Iteration 20F: 3 clusters Score -3351965 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3352033.750000 Penalty: 5064.605469
	Iteration 21Q: 3 clusters Score -3352034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3352088.500000 Penalty: 5064.605469
	Iteration 22Q: 3 clusters Score -3352088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3352126.750000 Penalty: 5064.605469
	Iteration 23Q: 3 clusters Score -3352127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3352138.500000 Penalty: 5064.605469
	Iteration 24Q: 3 clusters Score -3352138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3352154.750000 Penalty: 5064.605469
	Iteration 25Q: 3 clusters Score -3352155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3352163.000000 Penalty: 5064.605469
	Iteration 26Q: 3 clusters Score -3352163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3352179.000000 Penalty: 5064.605469
	Iteration 27Q: 3 clusters Score -3352179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3352182.750000 Penalty: 5064.605469
	Iteration 28Q: 3 clusters Score -3352183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3352182.750000 Penalty: 5064.605469
	Iteration 29Q: 3 clusters Score -3352183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3352186.500000 Penalty: 5064.605469
	Iteration 30Q: 3 clusters Score -3352186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3352201.000000 Penalty: 5064.605469
	Iteration 31Q: 3 clusters Score -3352201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3352203.500000 Penalty: 5064.605469
	Iteration 32Q: 3 clusters Score -3352204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3352209.250000 Penalty: 5064.605469
	Iteration 33Q: 3 clusters Score -3352209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3352216.250000 Penalty: 5064.605469
	Iteration 34Q: 3 clusters Score -3352216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3352216.000000 Penalty: 5064.605469
	Iteration 35Q: 3 clusters Score -3352216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3352209.250000 Penalty: 5064.605469
	Iteration 36Q: 3 clusters Score -3352209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3352216.250000 Penalty: 5064.605469
	Iteration 37Q: 3 clusters Score -3352216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3352217.500000 Penalty: 5064.605469
	Iteration 38Q: 3 clusters Score -3352218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3352215.000000 Penalty: 5064.605469
	Iteration 39Q: 3 clusters Score -3352215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3352215.250000 Penalty: 5064.605469
	Iteration 40F: 3 clusters Score -3352215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3352216.750000 Penalty: 5064.605469
	Iteration 41Q: 3 clusters Score -3352217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3352217.500000 Penalty: 5064.605469
	Iteration 42Q: 3 clusters Score -3352218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3352219.750000 Penalty: 5064.605469
	Iteration 43Q: 3 clusters Score -3352220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3352221.500000 Penalty: 5064.605469
	Iteration 44Q: 3 clusters Score -3352222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3352221.250000 Penalty: 5064.605469
	Iteration 45Q: 3 clusters Score -3352221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3352217.000000 Penalty: 5064.605469
	Iteration 46Q: 3 clusters Score -3352217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3352221.000000 Penalty: 5064.605469
	Iteration 47Q: 3 clusters Score -3352221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3352219.250000 Penalty: 5064.605469
	Iteration 48Q: 3 clusters Score -3352219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3352219.750000 Penalty: 5064.605469
	Iteration 49Q: 3 clusters Score -3352220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3352219.750000 Penalty: 5064.605469
	Iteration 50F: 3 clusters Score -3352220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Entering Unmasked Estep 
Score: -1572956.250000 Penalty: 2338.629395
	Iteration 0F: 2 clusters Score -1572956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1563656.500000 Penalty: 4677.258789
	Iteration 0F: 3 clusters Score -1563656 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1566766.125000 Penalty: 4677.258789
	Iteration 1F: 3 clusters Score -1566766 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1567403.750000 Penalty: 4677.258789
	Iteration 2F: 3 clusters Score -1567404 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1568004.625000 Penalty: 4677.258789
	Iteration 3F: 3 clusters Score -1568005 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1568616.375000 Penalty: 4677.258789
	Iteration 4F: 3 clusters Score -1568616 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1569181.250000 Penalty: 4677.258789
	Iteration 5F: 3 clusters Score -1569181 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1569722.625000 Penalty: 4677.258789
	Iteration 6F: 3 clusters Score -1569723 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1570224.625000 Penalty: 4677.258789
	Iteration 7F: 3 clusters Score -1570225 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1570710.750000 Penalty: 4677.258789
	Iteration 8F: 3 clusters Score -1570711 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1571167.375000 Penalty: 4677.258789
	Iteration 9Q: 3 clusters Score -1571167 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1571547.500000 Penalty: 4677.258789
	Iteration 10Q: 3 clusters Score -1571548 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1571829.875000 Penalty: 4677.258789
	Iteration 11Q: 3 clusters Score -1571830 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1572060.250000 Penalty: 4677.258789
	Iteration 12Q: 3 clusters Score -1572060 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1572213.625000 Penalty: 4677.258789
	Iteration 13Q: 3 clusters Score -1572214 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1572322.875000 Penalty: 4677.258789
	Iteration 14Q: 3 clusters Score -1572323 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1572389.875000 Penalty: 4677.258789
	Iteration 15Q: 3 clusters Score -1572390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1572436.000000 Penalty: 4677.258789
	Iteration 16Q: 3 clusters Score -1572436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1572471.375000 Penalty: 4677.258789
	Iteration 17Q: 3 clusters Score -1572471 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1572496.625000 Penalty: 4677.258789
	Iteration 18Q: 3 clusters Score -1572497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1572515.125000 Penalty: 4677.258789
	Iteration 19Q: 3 clusters Score -1572515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1572524.500000 Penalty: 4677.258789
	Iteration 20F: 3 clusters Score -1572524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1572529.625000 Penalty: 4677.258789
	Iteration 21Q: 3 clusters Score -1572530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1572533.500000 Penalty: 4677.258789
	Iteration 22Q: 3 clusters Score -1572534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1572537.250000 Penalty: 4677.258789
	Iteration 23Q: 3 clusters Score -1572537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1572541.375000 Penalty: 4677.258789
	Iteration 24Q: 3 clusters Score -1572541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1572540.625000 Penalty: 4677.258789
	Iteration 25Q: 3 clusters Score -1572541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1572541.125000 Penalty: 4677.258789
	Iteration 26Q: 3 clusters Score -1572541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1572545.500000 Penalty: 4677.258789
	Iteration 27Q: 3 clusters Score -1572546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1572542.375000 Penalty: 4677.258789
	Iteration 28Q: 3 clusters Score -1572542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1572543.500000 Penalty: 4677.258789
	Iteration 29Q: 3 clusters Score -1572544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1572541.750000 Penalty: 4677.258789
	Iteration 30Q: 3 clusters Score -1572542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1572543.000000 Penalty: 4677.258789
	Iteration 31Q: 3 clusters Score -1572543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1572543.000000 Penalty: 4677.258789
	Iteration 32Q: 3 clusters Score -1572543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1572543.000000 Penalty: 4677.258789
	Iteration 33F: 3 clusters Score -1572543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Entering Unmasked Estep 
Score: -1802056.000000 Penalty: 2380.786865
	Iteration 0F: 2 clusters Score -1802056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1791310.375000 Penalty: 4761.573730
	Iteration 0F: 3 clusters Score -1791310 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1794749.875000 Penalty: 4761.573730
	Iteration 1F: 3 clusters Score -1794750 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1795241.750000 Penalty: 4761.573730
	Iteration 2F: 3 clusters Score -1795242 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1795809.375000 Penalty: 4761.573730
	Iteration 3F: 3 clusters Score -1795809 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1796617.875000 Penalty: 4761.573730
	Iteration 4F: 3 clusters Score -1796618 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1797628.500000 Penalty: 4761.573730
	Iteration 5F: 3 clusters Score -1797628 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1798659.250000 Penalty: 4761.573730
	Iteration 6F: 3 clusters Score -1798659 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1799382.125000 Penalty: 4761.573730
	Iteration 7F: 3 clusters Score -1799382 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1799817.625000 Penalty: 4761.573730
	Iteration 8F: 3 clusters Score -1799818 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1800098.750000 Penalty: 4761.573730
	Iteration 9Q: 3 clusters Score -1800099 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1800289.875000 Penalty: 4761.573730
	Iteration 10Q: 3 clusters Score -1800290 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1800445.625000 Penalty: 4761.573730
	Iteration 11Q: 3 clusters Score -1800446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1800608.500000 Penalty: 4761.573730
	Iteration 12Q: 3 clusters Score -1800608 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1800759.875000 Penalty: 4761.573730
	Iteration 13Q: 3 clusters Score -1800760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1800904.875000 Penalty: 4761.573730
	Iteration 14Q: 3 clusters Score -1800905 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1801014.500000 Penalty: 4761.573730
	Iteration 15Q: 3 clusters Score -1801014 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1801126.375000 Penalty: 4761.573730
	Iteration 16Q: 3 clusters Score -1801126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1801201.625000 Penalty: 4761.573730
	Iteration 17Q: 3 clusters Score -1801202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1801261.125000 Penalty: 4761.573730
	Iteration 18Q: 3 clusters Score -1801261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1801283.000000 Penalty: 4761.573730
	Iteration 19Q: 3 clusters Score -1801283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1801302.375000 Penalty: 4761.573730
	Iteration 20F: 3 clusters Score -1801302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1801320.750000 Penalty: 4761.573730
	Iteration 21Q: 3 clusters Score -1801321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1801337.375000 Penalty: 4761.573730
	Iteration 22Q: 3 clusters Score -1801337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1801337.750000 Penalty: 4761.573730
	Iteration 23Q: 3 clusters Score -1801338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1801348.500000 Penalty: 4761.573730
	Iteration 24Q: 3 clusters Score -1801348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1801358.875000 Penalty: 4761.573730
	Iteration 25Q: 3 clusters Score -1801359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1801362.625000 Penalty: 4761.573730
	Iteration 26Q: 3 clusters Score -1801363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1801367.125000 Penalty: 4761.573730
	Iteration 27Q: 3 clusters Score -1801367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1801375.625000 Penalty: 4761.573730
	Iteration 28Q: 3 clusters Score -1801376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1801376.625000 Penalty: 4761.573730
	Iteration 29Q: 3 clusters Score -1801377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1801385.500000 Penalty: 4761.573730
	Iteration 30Q: 3 clusters Score -1801386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1801391.375000 Penalty: 4761.573730
	Iteration 31Q: 3 clusters Score -1801391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1801394.000000 Penalty: 4761.573730
	Iteration 32Q: 3 clusters Score -1801394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1801400.875000 Penalty: 4761.573730
	Iteration 33Q: 3 clusters Score -1801401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1801401.250000 Penalty: 4761.573730
	Iteration 34Q: 3 clusters Score -1801401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1801404.750000 Penalty: 4761.573730
	Iteration 35Q: 3 clusters Score -1801405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1801407.875000 Penalty: 4761.573730
	Iteration 36Q: 3 clusters Score -1801408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1801405.500000 Penalty: 4761.573730
	Iteration 37Q: 3 clusters Score -1801406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1801404.750000 Penalty: 4761.573730
	Iteration 38Q: 3 clusters Score -1801405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1801405.125000 Penalty: 4761.573730
	Iteration 39Q: 3 clusters Score -1801405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1801403.750000 Penalty: 4761.573730
	Iteration 40F: 3 clusters Score -1801404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -76355.242188 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -76355.24 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 316 members 
Entering Unmasked Estep 
Score: -74704.546875 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -74704.55 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74923.203125 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -74923.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74983.125000 Penalty: 3213.340576
	Iteration 2Q: 3 clusters Score -74983.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75016.546875 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -75016.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75034.992188 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -75034.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75047.828125 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -75047.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75060.835938 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -75060.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75070.726562 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75070.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75073.984375 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75073.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75074.765625 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -75074.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75074.765625 Penalty: 3213.340576
	Iteration 10F: 3 clusters Score -75074.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206511 members 
Entering Unmasked Estep 
Score: -25822746.000000 Penalty: 3035.051025
	Iteration 0F: 2 clusters Score -2.582275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -25687640.000000 Penalty: 6070.102051
	Iteration 0F: 3 clusters Score -2.568764e+07 nChanged 99308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 104570 members 
Entering Unmasked Estep 
Score: -25746088.000000 Penalty: 6070.102051
	Iteration 1F: 3 clusters Score -2.574609e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -25748528.000000 Penalty: 6070.102051
	Iteration 2Q: 3 clusters Score -2.574853e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -25752082.000000 Penalty: 6070.102051
	Iteration 3Q: 3 clusters Score -2.575208e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -25757592.000000 Penalty: 6070.102051
	Iteration 4Q: 3 clusters Score -2.575759e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -25764796.000000 Penalty: 6070.102051
	Iteration 5F: 3 clusters Score -2.57648e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -25773176.000000 Penalty: 6070.102051
	Iteration 6F: 3 clusters Score -2.577318e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 129760 members 
Entering Unmasked Estep 
Score: -25782250.000000 Penalty: 6070.102051
	Iteration 7F: 3 clusters Score -2.578225e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -25791964.000000 Penalty: 6070.102051
	Iteration 8F: 3 clusters Score -2.579196e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -25800920.000000 Penalty: 6070.102051
	Iteration 9F: 3 clusters Score -2.580092e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -25806942.000000 Penalty: 6070.102051
	Iteration 10Q: 3 clusters Score -2.580694e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -25810782.000000 Penalty: 6070.102051
	Iteration 11Q: 3 clusters Score -2.581078e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -25813890.000000 Penalty: 6070.102051
	Iteration 12Q: 3 clusters Score -2.581389e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 168310 members 
Entering Unmasked Estep 
Score: -25816500.000000 Penalty: 6070.102051
	Iteration 13Q: 3 clusters Score -2.58165e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -25818630.000000 Penalty: 6070.102051
	Iteration 14Q: 3 clusters Score -2.581863e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 174905 members 
Entering Unmasked Estep 
Score: -25820114.000000 Penalty: 6070.102051
	Iteration 15Q: 3 clusters Score -2.582011e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 177408 members 
Entering Unmasked Estep 
Score: -25820958.000000 Penalty: 6070.102051
	Iteration 16Q: 3 clusters Score -2.582096e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -25821824.000000 Penalty: 6070.102051
	Iteration 17Q: 3 clusters Score -2.582182e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 181424 members 
Entering Unmasked Estep 
Score: -25822532.000000 Penalty: 6070.102051
	Iteration 18Q: 3 clusters Score -2.582253e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -25823426.000000 Penalty: 6070.102051
	Iteration 19Q: 3 clusters Score -2.582343e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 184891 members 
Entering Unmasked Estep 
Score: -25824330.000000 Penalty: 6070.102051
	Iteration 20F: 3 clusters Score -2.582433e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 186471 members 
Entering Unmasked Estep 
Score: -25825364.000000 Penalty: 6070.102051
	Iteration 21Q: 3 clusters Score -2.582536e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 187872 members 
Entering Unmasked Estep 
Score: -25826310.000000 Penalty: 6070.102051
	Iteration 22Q: 3 clusters Score -2.582631e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 189087 members 
Entering Unmasked Estep 
Score: -25827206.000000 Penalty: 6070.102051
	Iteration 23Q: 3 clusters Score -2.582721e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -25827760.000000 Penalty: 6070.102051
	Iteration 24Q: 3 clusters Score -2.582776e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 190690 members 
Entering Unmasked Estep 
Score: -25827980.000000 Penalty: 6070.102051
	Iteration 25Q: 3 clusters Score -2.582798e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 191245 members 
Entering Unmasked Estep 
Score: -25828112.000000 Penalty: 6070.102051
	Iteration 26Q: 3 clusters Score -2.582811e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 191649 members 
Entering Unmasked Estep 
Score: -25828184.000000 Penalty: 6070.102051
	Iteration 27Q: 3 clusters Score -2.582818e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 191949 members 
Entering Unmasked Estep 
Score: -25828246.000000 Penalty: 6070.102051
	Iteration 28Q: 3 clusters Score -2.582825e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 192150 members 
Entering Unmasked Estep 
Score: -25828232.000000 Penalty: 6070.102051
	Iteration 29Q: 3 clusters Score -2.582823e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 192299 members 
Entering Unmasked Estep 
Score: -25828288.000000 Penalty: 6070.102051
	Iteration 30Q: 3 clusters Score -2.582829e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -25828272.000000 Penalty: 6070.102051
	Iteration 31Q: 3 clusters Score -2.582827e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 192504 members 
Entering Unmasked Estep 
Score: -25828270.000000 Penalty: 6070.102051
	Iteration 32Q: 3 clusters Score -2.582827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 192569 members 
Entering Unmasked Estep 
Score: -25828284.000000 Penalty: 6070.102051
	Iteration 33Q: 3 clusters Score -2.582828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 192615 members 
Entering Unmasked Estep 
Score: -25828326.000000 Penalty: 6070.102051
	Iteration 34Q: 3 clusters Score -2.582833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 192650 members 
Entering Unmasked Estep 
Score: -25828328.000000 Penalty: 6070.102051
	Iteration 35Q: 3 clusters Score -2.582833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 192678 members 
Entering Unmasked Estep 
Score: -25828340.000000 Penalty: 6070.102051
	Iteration 36Q: 3 clusters Score -2.582834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 192700 members 
Entering Unmasked Estep 
Score: -25828330.000000 Penalty: 6070.102051
	Iteration 37Q: 3 clusters Score -2.582833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 192714 members 
Entering Unmasked Estep 
Score: -25828348.000000 Penalty: 6070.102051
	Iteration 38Q: 3 clusters Score -2.582835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -25828322.000000 Penalty: 6070.102051
	Iteration 39Q: 3 clusters Score -2.582832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 192733 members 
Entering Unmasked Estep 
Score: -25828298.000000 Penalty: 6070.102051
	Iteration 40F: 3 clusters Score -2.58283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -25828306.000000 Penalty: 6070.102051
	Iteration 41Q: 3 clusters Score -2.582831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 192744 members 
Entering Unmasked Estep 
Score: -25828304.000000 Penalty: 6070.102051
	Iteration 42Q: 3 clusters Score -2.58283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 192744 members 
Entering Unmasked Estep 
Score: -25828304.000000 Penalty: 6070.102051
	Iteration 43F: 3 clusters Score -2.58283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 5656 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Mstep: Class 43 contains 192744 members 
Entering Unmasked Estep 
Score: -141998144.000000 Penalty: 149009.015625
Splitting cluster 5 changes total score from -141993264.000000 to -141998144.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 6 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -65056.746094 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -65056.75 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 282 members 
Entering Unmasked Estep 
Score: -63531.992188 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -63531.99 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63738.570312 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -63738.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63809.792969 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -63809.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63828.726562 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -63828.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63846.875000 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -63846.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63856.285156 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -63856.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63865.832031 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -63865.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63871.019531 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -63871.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63872.839844 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -63872.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63873.996094 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -63874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63875.265625 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -63875.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63876.050781 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -63876.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63878.160156 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -63878.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63879.804688 Penalty: 3142.187012
	Iteration 13Q: 3 clusters Score -63879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63879.804688 Penalty: 3142.187012
	Iteration 14F: 3 clusters Score -63879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -932148.812500 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -932148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -925995.500000 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -925995.5 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -927641.562500 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -927641.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -927976.937500 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -927976.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -928202.437500 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -928202.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -928390.500000 Penalty: 4434.551758
	Iteration 4Q: 3 clusters Score -928390.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -928532.500000 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -928532.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -928645.625000 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -928645.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -928748.125000 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -928748.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -928839.000000 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -928839 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -928910.437500 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -928910.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -928983.750000 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -928983.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -929070.937500 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -929070.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -929143.375000 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -929143.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -929212.500000 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -929212.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -929299.812500 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -929299.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -929389.500000 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -929389.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -929483.500000 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -929483.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -929577.750000 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -929577.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -929677.937500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -929677.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -929773.125000 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -929773.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -929852.125000 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -929852.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -929906.750000 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -929906.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -929955.125000 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -929955.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -930000.062500 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -930000.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -930028.375000 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -930028.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -930047.687500 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -930047.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -930069.500000 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -930069.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -930093.375000 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -930093.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -930123.187500 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -930123.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -930143.187500 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -930143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -930165.312500 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -930165.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -930185.937500 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -930185.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -930201.000000 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -930201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -930206.437500 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -930206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -930208.562500 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -930208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -930209.812500 Penalty: 4434.551758
	Iteration 35Q: 3 clusters Score -930209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -930209.812500 Penalty: 4434.551758
	Iteration 36F: 3 clusters Score -930209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318319 members 
Entering Unmasked Estep 
Score: -39939408.000000 Penalty: 3142.360840
	Iteration 0F: 2 clusters Score -3.993941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -39737500.000000 Penalty: 6284.721680
	Iteration 0F: 3 clusters Score -3.97375e+07 nChanged 153997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -39828872.000000 Penalty: 6284.721680
	Iteration 1F: 3 clusters Score -3.982887e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -39830952.000000 Penalty: 6284.721680
	Iteration 2Q: 3 clusters Score -3.983095e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145304 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -39833896.000000 Penalty: 6284.721680
	Iteration 3Q: 3 clusters Score -3.98339e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 180435 members 
Entering Unmasked Estep 
Score: -39837824.000000 Penalty: 6284.721680
	Iteration 4Q: 3 clusters Score -3.983782e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 190556 members 
Entering Unmasked Estep 
Score: -39843768.000000 Penalty: 6284.721680
	Iteration 5Q: 3 clusters Score -3.984377e+07 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 203915 members 
Entering Unmasked Estep 
Score: -39851564.000000 Penalty: 6284.721680
	Iteration 6F: 3 clusters Score -3.985156e+07 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 220544 members 
Entering Unmasked Estep 
Score: -39862368.000000 Penalty: 6284.721680
	Iteration 7F: 3 clusters Score -3.986237e+07 nChanged 20481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 239761 members 
Entering Unmasked Estep 
Score: -39875288.000000 Penalty: 6284.721680
	Iteration 8F: 3 clusters Score -3.987529e+07 nChanged 20413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 259754 members 
Entering Unmasked Estep 
Score: -39888184.000000 Penalty: 6284.721680
	Iteration 9F: 3 clusters Score -3.988818e+07 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 278467 members 
Entering Unmasked Estep 
Score: -39902316.000000 Penalty: 6284.721680
	Iteration 10F: 3 clusters Score -3.990232e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 293438 members 
Entering Unmasked Estep 
Score: -39914984.000000 Penalty: 6284.721680
	Iteration 11Q: 3 clusters Score -3.991498e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 303977 members 
Entering Unmasked Estep 
Score: -39924572.000000 Penalty: 6284.721680
	Iteration 12Q: 3 clusters Score -3.992457e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 310113 members 
Entering Unmasked Estep 
Score: -39930076.000000 Penalty: 6284.721680
	Iteration 13Q: 3 clusters Score -3.993008e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 313466 members 
Entering Unmasked Estep 
Score: -39932908.000000 Penalty: 6284.721680
	Iteration 14Q: 3 clusters Score -3.993291e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 315323 members 
Entering Unmasked Estep 
Score: -39934672.000000 Penalty: 6284.721680
	Iteration 15Q: 3 clusters Score -3.993467e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 316285 members 
Entering Unmasked Estep 
Score: -39935560.000000 Penalty: 6284.721680
	Iteration 16Q: 3 clusters Score -3.993556e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 316779 members 
Entering Unmasked Estep 
Score: -39936016.000000 Penalty: 6284.721680
	Iteration 17Q: 3 clusters Score -3.993602e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 317050 members 
Entering Unmasked Estep 
Score: -39936300.000000 Penalty: 6284.721680
	Iteration 18Q: 3 clusters Score -3.99363e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 317197 members 
Entering Unmasked Estep 
Score: -39936456.000000 Penalty: 6284.721680
	Iteration 19Q: 3 clusters Score -3.993646e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 317285 members 
Entering Unmasked Estep 
Score: -39936524.000000 Penalty: 6284.721680
	Iteration 20F: 3 clusters Score -3.993652e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 317357 members 
Entering Unmasked Estep 
Score: -39936620.000000 Penalty: 6284.721680
	Iteration 21Q: 3 clusters Score -3.993662e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 317391 members 
Entering Unmasked Estep 
Score: -39936668.000000 Penalty: 6284.721680
	Iteration 22Q: 3 clusters Score -3.993667e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 317424 members 
Entering Unmasked Estep 
Score: -39936704.000000 Penalty: 6284.721680
	Iteration 23Q: 3 clusters Score -3.99367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 317449 members 
Entering Unmasked Estep 
Score: -39936772.000000 Penalty: 6284.721680
	Iteration 24Q: 3 clusters Score -3.993677e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 317466 members 
Entering Unmasked Estep 
Score: -39936776.000000 Penalty: 6284.721680
	Iteration 25Q: 3 clusters Score -3.993678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 317481 members 
Entering Unmasked Estep 
Score: -39936772.000000 Penalty: 6284.721680
	Iteration 26Q: 3 clusters Score -3.993677e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 317489 members 
Entering Unmasked Estep 
Score: -39936804.000000 Penalty: 6284.721680
	Iteration 27Q: 3 clusters Score -3.99368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 317498 members 
Entering Unmasked Estep 
Score: -39936820.000000 Penalty: 6284.721680
	Iteration 28Q: 3 clusters Score -3.993682e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 317509 members 
Entering Unmasked Estep 
Score: -39936872.000000 Penalty: 6284.721680
	Iteration 29Q: 3 clusters Score -3.993687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 317513 members 
Entering Unmasked Estep 
Score: -39936900.000000 Penalty: 6284.721680
	Iteration 30Q: 3 clusters Score -3.99369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 317513 members 
Entering Unmasked Estep 
Score: -39936932.000000 Penalty: 6284.721680
	Iteration 31Q: 3 clusters Score -3.993693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 317507 members 
Entering Unmasked Estep 
Score: -39936956.000000 Penalty: 6284.721680
	Iteration 32Q: 3 clusters Score -3.993696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 317511 members 
Entering Unmasked Estep 
Score: -39936972.000000 Penalty: 6284.721680
	Iteration 33Q: 3 clusters Score -3.993697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 317515 members 
Entering Unmasked Estep 
Score: -39936960.000000 Penalty: 6284.721680
	Iteration 34Q: 3 clusters Score -3.993696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 317518 members 
Entering Unmasked Estep 
Score: -39936976.000000 Penalty: 6284.721680
	Iteration 35Q: 3 clusters Score -3.993698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 317516 members 
Entering Unmasked Estep 
Score: -39936984.000000 Penalty: 6284.721680
	Iteration 36Q: 3 clusters Score -3.993698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 317513 members 
Entering Unmasked Estep 
Score: -39936972.000000 Penalty: 6284.721680
	Iteration 37Q: 3 clusters Score -3.993697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 317513 members 
Entering Unmasked Estep 
Score: -39936976.000000 Penalty: 6284.721680
	Iteration 38Q: 3 clusters Score -3.993698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 317515 members 
Entering Unmasked Estep 
Score: -39937008.000000 Penalty: 6284.721680
	Iteration 39Q: 3 clusters Score -3.993701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 317516 members 
Entering Unmasked Estep 
Score: -39936996.000000 Penalty: 6284.721680
	Iteration 40F: 3 clusters Score -3.9937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 317518 members 
Entering Unmasked Estep 
Score: -39936992.000000 Penalty: 6284.721680
	Iteration 41Q: 3 clusters Score -3.993699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 317520 members 
Entering Unmasked Estep 
Score: -39936992.000000 Penalty: 6284.721680
	Iteration 42Q: 3 clusters Score -3.993699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 317515 members 
Entering Unmasked Estep 
Score: -39936976.000000 Penalty: 6284.721680
	Iteration 43Q: 3 clusters Score -3.993698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 317512 members 
Entering Unmasked Estep 
Score: -39937016.000000 Penalty: 6284.721680
	Iteration 44Q: 3 clusters Score -3.993702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 317506 members 
Entering Unmasked Estep 
Score: -39937044.000000 Penalty: 6284.721680
	Iteration 45Q: 3 clusters Score -3.993704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 317505 members 
Entering Unmasked Estep 
Score: -39937080.000000 Penalty: 6284.721680
	Iteration 46Q: 3 clusters Score -3.993708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 317502 members 
Entering Unmasked Estep 
Score: -39937068.000000 Penalty: 6284.721680
	Iteration 47Q: 3 clusters Score -3.993707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 317500 members 
Entering Unmasked Estep 
Score: -39937080.000000 Penalty: 6284.721680
	Iteration 48Q: 3 clusters Score -3.993708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 317494 members 
Entering Unmasked Estep 
Score: -39937076.000000 Penalty: 6284.721680
	Iteration 49Q: 3 clusters Score -3.993708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 317487 members 
Entering Unmasked Estep 
Score: -39937100.000000 Penalty: 6284.721680
	Iteration 50Q: 3 clusters Score -3.99371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 317481 members 
Entering Unmasked Estep 
Score: -39937092.000000 Penalty: 6284.721680
	Iteration 51Q: 3 clusters Score -3.993709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 317480 members 
Entering Unmasked Estep 
Score: -39937112.000000 Penalty: 6284.721680
	Iteration 52Q: 3 clusters Score -3.993711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 317479 members 
Entering Unmasked Estep 
Score: -39937120.000000 Penalty: 6284.721680
	Iteration 53Q: 3 clusters Score -3.993712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 317477 members 
Entering Unmasked Estep 
Score: -39937136.000000 Penalty: 6284.721680
	Iteration 54Q: 3 clusters Score -3.993714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 317473 members 
Entering Unmasked Estep 
Score: -39937132.000000 Penalty: 6284.721680
	Iteration 55Q: 3 clusters Score -3.993713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 317470 members 
Entering Unmasked Estep 
Score: -39937136.000000 Penalty: 6284.721680
	Iteration 56Q: 3 clusters Score -3.993714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 317467 members 
Entering Unmasked Estep 
Score: -39937108.000000 Penalty: 6284.721680
	Iteration 57Q: 3 clusters Score -3.993711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 317467 members 
Entering Unmasked Estep 
Score: -39937132.000000 Penalty: 6284.721680
	Iteration 58Q: 3 clusters Score -3.993713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 317465 members 
Entering Unmasked Estep 
Score: -39937140.000000 Penalty: 6284.721680
	Iteration 59Q: 3 clusters Score -3.993714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 317474 members 
Entering Unmasked Estep 
Score: -39937160.000000 Penalty: 6284.721680
	Iteration 60F: 3 clusters Score -3.993716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 317483 members 
Entering Unmasked Estep 
Score: -39937180.000000 Penalty: 6284.721680
	Iteration 61Q: 3 clusters Score -3.993718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 317485 members 
Entering Unmasked Estep 
Score: -39937164.000000 Penalty: 6284.721680
	Iteration 62Q: 3 clusters Score -3.993716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 317485 members 
Entering Unmasked Estep 
Score: -39937192.000000 Penalty: 6284.721680
	Iteration 63Q: 3 clusters Score -3.993719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 317484 members 
Entering Unmasked Estep 
Score: -39937188.000000 Penalty: 6284.721680
	Iteration 64Q: 3 clusters Score -3.993719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 317484 members 
Entering Unmasked Estep 
Score: -39937208.000000 Penalty: 6284.721680
	Iteration 65Q: 3 clusters Score -3.993721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 317482 members 
Entering Unmasked Estep 
Score: -39937232.000000 Penalty: 6284.721680
	Iteration 66Q: 3 clusters Score -3.993723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 317480 members 
Entering Unmasked Estep 
Score: -39937248.000000 Penalty: 6284.721680
	Iteration 67Q: 3 clusters Score -3.993725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 317468 members 
Entering Unmasked Estep 
Score: -39937268.000000 Penalty: 6284.721680
	Iteration 68Q: 3 clusters Score -3.993727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 317460 members 
Entering Unmasked Estep 
Score: -39937328.000000 Penalty: 6284.721680
	Iteration 69Q: 3 clusters Score -3.993733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 317436 members 
Entering Unmasked Estep 
Score: -39937312.000000 Penalty: 6284.721680
	Iteration 70Q: 3 clusters Score -3.993731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 317408 members 
Entering Unmasked Estep 
Score: -39937324.000000 Penalty: 6284.721680
	Iteration 71Q: 3 clusters Score -3.993732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 317378 members 
Entering Unmasked Estep 
Score: -39937396.000000 Penalty: 6284.721680
	Iteration 72Q: 3 clusters Score -3.99374e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 317359 members 
Entering Unmasked Estep 
Score: -39937380.000000 Penalty: 6284.721680
	Iteration 73Q: 3 clusters Score -3.993738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 317343 members 
Entering Unmasked Estep 
Score: -39937356.000000 Penalty: 6284.721680
	Iteration 74Q: 3 clusters Score -3.993736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 317322 members 
Entering Unmasked Estep 
Score: -39937384.000000 Penalty: 6284.721680
	Iteration 75Q: 3 clusters Score -3.993738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 317299 members 
Entering Unmasked Estep 
Score: -39937424.000000 Penalty: 6284.721680
	Iteration 76Q: 3 clusters Score -3.993742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 317278 members 
Entering Unmasked Estep 
Score: -39937396.000000 Penalty: 6284.721680
	Iteration 77Q: 3 clusters Score -3.99374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 317268 members 
Entering Unmasked Estep 
Score: -39937400.000000 Penalty: 6284.721680
	Iteration 78Q: 3 clusters Score -3.99374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 317250 members 
Entering Unmasked Estep 
Score: -39937392.000000 Penalty: 6284.721680
	Iteration 79Q: 3 clusters Score -3.993739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 317236 members 
Entering Unmasked Estep 
Score: -39937468.000000 Penalty: 6284.721680
	Iteration 80F: 3 clusters Score -3.993747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 317214 members 
Entering Unmasked Estep 
Score: -39937504.000000 Penalty: 6284.721680
	Iteration 81Q: 3 clusters Score -3.99375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 317192 members 
Entering Unmasked Estep 
Score: -39937508.000000 Penalty: 6284.721680
	Iteration 82Q: 3 clusters Score -3.993751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 317167 members 
Entering Unmasked Estep 
Score: -39937568.000000 Penalty: 6284.721680
	Iteration 83Q: 3 clusters Score -3.993757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 317149 members 
Entering Unmasked Estep 
Score: -39937584.000000 Penalty: 6284.721680
	Iteration 84Q: 3 clusters Score -3.993758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 317127 members 
Entering Unmasked Estep 
Score: -39937596.000000 Penalty: 6284.721680
	Iteration 85Q: 3 clusters Score -3.99376e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 317106 members 
Entering Unmasked Estep 
Score: -39937608.000000 Penalty: 6284.721680
	Iteration 86Q: 3 clusters Score -3.993761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 317091 members 
Entering Unmasked Estep 
Score: -39937620.000000 Penalty: 6284.721680
	Iteration 87Q: 3 clusters Score -3.993762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 317065 members 
Entering Unmasked Estep 
Score: -39937612.000000 Penalty: 6284.721680
	Iteration 88Q: 3 clusters Score -3.993761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 317044 members 
Entering Unmasked Estep 
Score: -39937644.000000 Penalty: 6284.721680
	Iteration 89Q: 3 clusters Score -3.993764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 317023 members 
Entering Unmasked Estep 
Score: -39937668.000000 Penalty: 6284.721680
	Iteration 90Q: 3 clusters Score -3.993767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 317003 members 
Entering Unmasked Estep 
Score: -39937688.000000 Penalty: 6284.721680
	Iteration 91Q: 3 clusters Score -3.993769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 316981 members 
Entering Unmasked Estep 
Score: -39937708.000000 Penalty: 6284.721680
	Iteration 92Q: 3 clusters Score -3.993771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 316960 members 
Entering Unmasked Estep 
Score: -39937688.000000 Penalty: 6284.721680
	Iteration 93Q: 3 clusters Score -3.993769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 316934 members 
Entering Unmasked Estep 
Score: -39937688.000000 Penalty: 6284.721680
	Iteration 94Q: 3 clusters Score -3.993769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 316918 members 
Entering Unmasked Estep 
Score: -39937748.000000 Penalty: 6284.721680
	Iteration 95Q: 3 clusters Score -3.993775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 316901 members 
Entering Unmasked Estep 
Score: -39937728.000000 Penalty: 6284.721680
	Iteration 96Q: 3 clusters Score -3.993773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 316886 members 
Entering Unmasked Estep 
Score: -39937736.000000 Penalty: 6284.721680
	Iteration 97Q: 3 clusters Score -3.993774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 316879 members 
Entering Unmasked Estep 
Score: -39937748.000000 Penalty: 6284.721680
	Iteration 98Q: 3 clusters Score -3.993775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 316872 members 
Entering Unmasked Estep 
Score: -39937764.000000 Penalty: 6284.721680
	Iteration 99Q: 3 clusters Score -3.993776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 316867 members 
Entering Unmasked Estep 
Score: -39937756.000000 Penalty: 6284.721680
	Iteration 100F: 3 clusters Score -3.993776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 316862 members 
Entering Unmasked Estep 
Score: -39937760.000000 Penalty: 6284.721680
	Iteration 101Q: 3 clusters Score -3.993776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 316856 members 
Entering Unmasked Estep 
Score: -39937788.000000 Penalty: 6284.721680
	Iteration 102Q: 3 clusters Score -3.993779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 316849 members 
Entering Unmasked Estep 
Score: -39937788.000000 Penalty: 6284.721680
	Iteration 103Q: 3 clusters Score -3.993779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 316845 members 
Entering Unmasked Estep 
Score: -39937776.000000 Penalty: 6284.721680
	Iteration 104Q: 3 clusters Score -3.993778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 316846 members 
Entering Unmasked Estep 
Score: -39937784.000000 Penalty: 6284.721680
	Iteration 105Q: 3 clusters Score -3.993778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 316843 members 
Entering Unmasked Estep 
Score: -39937768.000000 Penalty: 6284.721680
	Iteration 106Q: 3 clusters Score -3.993777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 316836 members 
Entering Unmasked Estep 
Score: -39937792.000000 Penalty: 6284.721680
	Iteration 107Q: 3 clusters Score -3.993779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 316838 members 
Entering Unmasked Estep 
Score: -39937792.000000 Penalty: 6284.721680
	Iteration 108Q: 3 clusters Score -3.993779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 316840 members 
Entering Unmasked Estep 
Score: -39937796.000000 Penalty: 6284.721680
	Iteration 109Q: 3 clusters Score -3.99378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 316841 members 
Entering Unmasked Estep 
Score: -39937792.000000 Penalty: 6284.721680
	Iteration 110Q: 3 clusters Score -3.993779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 316839 members 
Entering Unmasked Estep 
Score: -39937800.000000 Penalty: 6284.721680
	Iteration 111Q: 3 clusters Score -3.99378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 316836 members 
Entering Unmasked Estep 
Score: -39937816.000000 Penalty: 6284.721680
	Iteration 112Q: 3 clusters Score -3.993782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 316833 members 
Entering Unmasked Estep 
Score: -39937824.000000 Penalty: 6284.721680
	Iteration 113Q: 3 clusters Score -3.993782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 316830 members 
Entering Unmasked Estep 
Score: -39937820.000000 Penalty: 6284.721680
	Iteration 114Q: 3 clusters Score -3.993782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 316826 members 
Entering Unmasked Estep 
Score: -39937800.000000 Penalty: 6284.721680
	Iteration 115Q: 3 clusters Score -3.99378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 316823 members 
Entering Unmasked Estep 
Score: -39937816.000000 Penalty: 6284.721680
	Iteration 116Q: 3 clusters Score -3.993782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 316822 members 
Entering Unmasked Estep 
Score: -39937812.000000 Penalty: 6284.721680
	Iteration 117Q: 3 clusters Score -3.993781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 316821 members 
Entering Unmasked Estep 
Score: -39937804.000000 Penalty: 6284.721680
	Iteration 118Q: 3 clusters Score -3.99378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 316820 members 
Entering Unmasked Estep 
Score: -39937816.000000 Penalty: 6284.721680
	Iteration 119Q: 3 clusters Score -3.993782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 316819 members 
Entering Unmasked Estep 
Score: -39937820.000000 Penalty: 6284.721680
	Iteration 120F: 3 clusters Score -3.993782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -776494.125000 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -776494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -771044.125000 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -771044.1 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -772470.437500 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -772470.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -772692.312500 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -772692.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -772810.062500 Penalty: 4350.137695
	Iteration 3Q: 3 clusters Score -772810.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -772895.750000 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -772895.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -772973.250000 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -772973.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -773055.937500 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -773055.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -773131.875000 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -773131.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -773212.625000 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -773212.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -773302.000000 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -773302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -773423.250000 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -773423.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -773584.750000 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -773584.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -773793.625000 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -773793.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -774043.000000 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -774043 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -774324.562500 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -774324.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -774549.437500 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -774549.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -774700.750000 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -774700.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -774789.437500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -774789.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -774836.062500 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -774836.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -774866.250000 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -774866.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -774896.125000 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -774896.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -774920.312500 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -774920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -774928.750000 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -774928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -774938.750000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -774938.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774945.000000 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -774945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774948.875000 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -774948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -774954.500000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -774954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774955.750000 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -774955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774960.500000 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -774960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -774960.875000 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -774960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -774963.562500 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -774963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -774967.562500 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -774967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -774967.937500 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -774967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774969.125000 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -774969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774971.562500 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -774971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -774971.437500 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -774971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774971.437500 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -774971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774971.812500 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -774971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774973.250000 Penalty: 4350.137695
	Iteration 38Q: 3 clusters Score -774973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774973.250000 Penalty: 4350.137695
	Iteration 39F: 3 clusters Score -774973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -514170.218750 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -514170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -510061.812500 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -510061.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -511046.406250 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -511046.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -511281.000000 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -511281 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -511465.843750 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -511465.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -511602.187500 Penalty: 4148.333496
	Iteration 4Q: 3 clusters Score -511602.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -511725.843750 Penalty: 4148.333496
	Iteration 5Q: 3 clusters Score -511725.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -511815.593750 Penalty: 4148.333496
	Iteration 6Q: 3 clusters Score -511815.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -511881.812500 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -511881.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -511935.281250 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -511935.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -511991.843750 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -511991.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -512047.781250 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -512047.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -512092.406250 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -512092.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -512122.687500 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -512122.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -512149.968750 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -512150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -512168.875000 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -512168.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -512184.656250 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -512184.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -512195.875000 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -512195.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -512207.687500 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -512207.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -512219.437500 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -512219.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -512231.125000 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -512231.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -512242.250000 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -512242.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -512253.937500 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -512253.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -512267.781250 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -512267.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -512286.968750 Penalty: 4148.333496
	Iteration 23Q: 3 clusters Score -512287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -512306.218750 Penalty: 4148.333496
	Iteration 24Q: 3 clusters Score -512306.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -512324.250000 Penalty: 4148.333496
	Iteration 25Q: 3 clusters Score -512324.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -512341.062500 Penalty: 4148.333496
	Iteration 26Q: 3 clusters Score -512341.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -512359.312500 Penalty: 4148.333496
	Iteration 27Q: 3 clusters Score -512359.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -512379.593750 Penalty: 4148.333496
	Iteration 28Q: 3 clusters Score -512379.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -512399.875000 Penalty: 4148.333496
	Iteration 29Q: 3 clusters Score -512399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -512418.312500 Penalty: 4148.333496
	Iteration 30Q: 3 clusters Score -512418.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -512435.500000 Penalty: 4148.333496
	Iteration 31Q: 3 clusters Score -512435.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -512457.437500 Penalty: 4148.333496
	Iteration 32Q: 3 clusters Score -512457.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -512476.656250 Penalty: 4148.333496
	Iteration 33Q: 3 clusters Score -512476.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -512495.218750 Penalty: 4148.333496
	Iteration 34Q: 3 clusters Score -512495.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -512513.062500 Penalty: 4148.333496
	Iteration 35Q: 3 clusters Score -512513.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -512531.468750 Penalty: 4148.333496
	Iteration 36Q: 3 clusters Score -512531.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -512549.406250 Penalty: 4148.333496
	Iteration 37Q: 3 clusters Score -512549.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -512564.500000 Penalty: 4148.333496
	Iteration 38Q: 3 clusters Score -512564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -512580.000000 Penalty: 4148.333496
	Iteration 39Q: 3 clusters Score -512580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -512594.531250 Penalty: 4148.333496
	Iteration 40F: 3 clusters Score -512594.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -512605.468750 Penalty: 4148.333496
	Iteration 41Q: 3 clusters Score -512605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -512613.968750 Penalty: 4148.333496
	Iteration 42Q: 3 clusters Score -512614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -512621.593750 Penalty: 4148.333496
	Iteration 43Q: 3 clusters Score -512621.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -512629.968750 Penalty: 4148.333496
	Iteration 44Q: 3 clusters Score -512630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -512636.406250 Penalty: 4148.333496
	Iteration 45Q: 3 clusters Score -512636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -512641.343750 Penalty: 4148.333496
	Iteration 46Q: 3 clusters Score -512641.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -512643.875000 Penalty: 4148.333496
	Iteration 47Q: 3 clusters Score -512643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -512645.187500 Penalty: 4148.333496
	Iteration 48Q: 3 clusters Score -512645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -512646.468750 Penalty: 4148.333496
	Iteration 49Q: 3 clusters Score -512646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -512647.093750 Penalty: 4148.333496
	Iteration 50Q: 3 clusters Score -512647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -512649.062500 Penalty: 4148.333496
	Iteration 51Q: 3 clusters Score -512649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -512650.750000 Penalty: 4148.333496
	Iteration 52Q: 3 clusters Score -512650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -512653.093750 Penalty: 4148.333496
	Iteration 53Q: 3 clusters Score -512653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512656.656250 Penalty: 4148.333496
	Iteration 54Q: 3 clusters Score -512656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -512661.125000 Penalty: 4148.333496
	Iteration 55Q: 3 clusters Score -512661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -512664.156250 Penalty: 4148.333496
	Iteration 56Q: 3 clusters Score -512664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -512667.281250 Penalty: 4148.333496
	Iteration 57Q: 3 clusters Score -512667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -512671.187500 Penalty: 4148.333496
	Iteration 58Q: 3 clusters Score -512671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -512673.312500 Penalty: 4148.333496
	Iteration 59Q: 3 clusters Score -512673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -512674.125000 Penalty: 4148.333496
	Iteration 60F: 3 clusters Score -512674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -512677.281250 Penalty: 4148.333496
	Iteration 61Q: 3 clusters Score -512677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -512677.343750 Penalty: 4148.333496
	Iteration 62Q: 3 clusters Score -512677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -512678.625000 Penalty: 4148.333496
	Iteration 63Q: 3 clusters Score -512678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -512679.156250 Penalty: 4148.333496
	Iteration 64Q: 3 clusters Score -512679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -512679.093750 Penalty: 4148.333496
	Iteration 65Q: 3 clusters Score -512679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -512679.625000 Penalty: 4148.333496
	Iteration 66Q: 3 clusters Score -512679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -512679.625000 Penalty: 4148.333496
	Iteration 67F: 3 clusters Score -512679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Entering Unmasked Estep 
Score: -1256407.875000 Penalty: 2296.642090
	Iteration 0F: 2 clusters Score -1256408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1248416.750000 Penalty: 4593.284180
	Iteration 0F: 3 clusters Score -1248417 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1250824.750000 Penalty: 4593.284180
	Iteration 1F: 3 clusters Score -1250825 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1251200.375000 Penalty: 4593.284180
	Iteration 2F: 3 clusters Score -1251200 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1251537.875000 Penalty: 4593.284180
	Iteration 3F: 3 clusters Score -1251538 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1251874.875000 Penalty: 4593.284180
	Iteration 4F: 3 clusters Score -1251875 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1252223.875000 Penalty: 4593.284180
	Iteration 5Q: 3 clusters Score -1252224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1252625.500000 Penalty: 4593.284180
	Iteration 6Q: 3 clusters Score -1252626 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1253053.500000 Penalty: 4593.284180
	Iteration 7F: 3 clusters Score -1253054 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1253521.875000 Penalty: 4593.284180
	Iteration 8F: 3 clusters Score -1253522 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1253931.875000 Penalty: 4593.284180
	Iteration 9F: 3 clusters Score -1253932 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1254263.500000 Penalty: 4593.284180
	Iteration 10F: 3 clusters Score -1254264 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1254517.500000 Penalty: 4593.284180
	Iteration 11Q: 3 clusters Score -1254518 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1254705.125000 Penalty: 4593.284180
	Iteration 12Q: 3 clusters Score -1254705 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1254834.625000 Penalty: 4593.284180
	Iteration 13Q: 3 clusters Score -1254835 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1254933.375000 Penalty: 4593.284180
	Iteration 14Q: 3 clusters Score -1254933 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1255012.875000 Penalty: 4593.284180
	Iteration 15Q: 3 clusters Score -1255013 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1255095.250000 Penalty: 4593.284180
	Iteration 16Q: 3 clusters Score -1255095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1255163.625000 Penalty: 4593.284180
	Iteration 17Q: 3 clusters Score -1255164 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1255232.875000 Penalty: 4593.284180
	Iteration 18Q: 3 clusters Score -1255233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1255283.375000 Penalty: 4593.284180
	Iteration 19Q: 3 clusters Score -1255283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1255322.875000 Penalty: 4593.284180
	Iteration 20F: 3 clusters Score -1255323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1255344.250000 Penalty: 4593.284180
	Iteration 21Q: 3 clusters Score -1255344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1255361.875000 Penalty: 4593.284180
	Iteration 22Q: 3 clusters Score -1255362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1255378.250000 Penalty: 4593.284180
	Iteration 23Q: 3 clusters Score -1255378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1255397.500000 Penalty: 4593.284180
	Iteration 24Q: 3 clusters Score -1255398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1255406.125000 Penalty: 4593.284180
	Iteration 25Q: 3 clusters Score -1255406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1255423.375000 Penalty: 4593.284180
	Iteration 26Q: 3 clusters Score -1255423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1255437.125000 Penalty: 4593.284180
	Iteration 27Q: 3 clusters Score -1255437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1255443.250000 Penalty: 4593.284180
	Iteration 28Q: 3 clusters Score -1255443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1255450.125000 Penalty: 4593.284180
	Iteration 29Q: 3 clusters Score -1255450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1255461.750000 Penalty: 4593.284180
	Iteration 30Q: 3 clusters Score -1255462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1255479.000000 Penalty: 4593.284180
	Iteration 31Q: 3 clusters Score -1255479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1255489.875000 Penalty: 4593.284180
	Iteration 32Q: 3 clusters Score -1255490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1255510.625000 Penalty: 4593.284180
	Iteration 33Q: 3 clusters Score -1255511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1255526.250000 Penalty: 4593.284180
	Iteration 34Q: 3 clusters Score -1255526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1255550.750000 Penalty: 4593.284180
	Iteration 35Q: 3 clusters Score -1255551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1255554.625000 Penalty: 4593.284180
	Iteration 36Q: 3 clusters Score -1255555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1255565.000000 Penalty: 4593.284180
	Iteration 37Q: 3 clusters Score -1255565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1255576.875000 Penalty: 4593.284180
	Iteration 38Q: 3 clusters Score -1255577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1255587.125000 Penalty: 4593.284180
	Iteration 39Q: 3 clusters Score -1255587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1255598.875000 Penalty: 4593.284180
	Iteration 40F: 3 clusters Score -1255599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1255602.250000 Penalty: 4593.284180
	Iteration 41Q: 3 clusters Score -1255602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1255602.750000 Penalty: 4593.284180
	Iteration 42Q: 3 clusters Score -1255603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1255611.375000 Penalty: 4593.284180
	Iteration 43Q: 3 clusters Score -1255611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1255609.250000 Penalty: 4593.284180
	Iteration 44Q: 3 clusters Score -1255609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1255613.625000 Penalty: 4593.284180
	Iteration 45Q: 3 clusters Score -1255614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1255618.250000 Penalty: 4593.284180
	Iteration 46Q: 3 clusters Score -1255618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1255624.625000 Penalty: 4593.284180
	Iteration 47Q: 3 clusters Score -1255625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1255631.500000 Penalty: 4593.284180
	Iteration 48Q: 3 clusters Score -1255632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1255638.000000 Penalty: 4593.284180
	Iteration 49Q: 3 clusters Score -1255638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1255638.250000 Penalty: 4593.284180
	Iteration 50Q: 3 clusters Score -1255638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1255636.250000 Penalty: 4593.284180
	Iteration 51Q: 3 clusters Score -1255636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1255638.750000 Penalty: 4593.284180
	Iteration 52Q: 3 clusters Score -1255639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1255641.625000 Penalty: 4593.284180
	Iteration 53Q: 3 clusters Score -1255642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1255640.000000 Penalty: 4593.284180
	Iteration 54Q: 3 clusters Score -1255640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1255640.125000 Penalty: 4593.284180
	Iteration 55Q: 3 clusters Score -1255640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1255640.125000 Penalty: 4593.284180
	Iteration 56Q: 3 clusters Score -1255640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1255640.500000 Penalty: 4593.284180
	Iteration 57Q: 3 clusters Score -1255640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1255640.375000 Penalty: 4593.284180
	Iteration 58Q: 3 clusters Score -1255640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1255640.250000 Penalty: 4593.284180
	Iteration 59Q: 3 clusters Score -1255640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1255641.250000 Penalty: 4593.284180
	Iteration 60F: 3 clusters Score -1255641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1255640.250000 Penalty: 4593.284180
	Iteration 61Q: 3 clusters Score -1255640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1255642.125000 Penalty: 4593.284180
	Iteration 62Q: 3 clusters Score -1255642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1255642.250000 Penalty: 4593.284180
	Iteration 63Q: 3 clusters Score -1255642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1255641.625000 Penalty: 4593.284180
	Iteration 64Q: 3 clusters Score -1255642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1255640.875000 Penalty: 4593.284180
	Iteration 65Q: 3 clusters Score -1255641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1255642.000000 Penalty: 4593.284180
	Iteration 66Q: 3 clusters Score -1255642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1255645.250000 Penalty: 4593.284180
	Iteration 67Q: 3 clusters Score -1255645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1255650.000000 Penalty: 4593.284180
	Iteration 68Q: 3 clusters Score -1255650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1255650.625000 Penalty: 4593.284180
	Iteration 69Q: 3 clusters Score -1255651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1255655.000000 Penalty: 4593.284180
	Iteration 70Q: 3 clusters Score -1255655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1255661.375000 Penalty: 4593.284180
	Iteration 71Q: 3 clusters Score -1255661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1255666.625000 Penalty: 4593.284180
	Iteration 72Q: 3 clusters Score -1255667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1255667.375000 Penalty: 4593.284180
	Iteration 73Q: 3 clusters Score -1255667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1255668.750000 Penalty: 4593.284180
	Iteration 74Q: 3 clusters Score -1255669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1255669.750000 Penalty: 4593.284180
	Iteration 75Q: 3 clusters Score -1255670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1255669.500000 Penalty: 4593.284180
	Iteration 76Q: 3 clusters Score -1255670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1255672.375000 Penalty: 4593.284180
	Iteration 77Q: 3 clusters Score -1255672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1255671.375000 Penalty: 4593.284180
	Iteration 78Q: 3 clusters Score -1255671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1255676.125000 Penalty: 4593.284180
	Iteration 79Q: 3 clusters Score -1255676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1255677.125000 Penalty: 4593.284180
	Iteration 80F: 3 clusters Score -1255677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1255676.375000 Penalty: 4593.284180
	Iteration 81Q: 3 clusters Score -1255676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1255675.875000 Penalty: 4593.284180
	Iteration 82Q: 3 clusters Score -1255676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1255678.500000 Penalty: 4593.284180
	Iteration 83Q: 3 clusters Score -1255678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1255678.500000 Penalty: 4593.284180
	Iteration 84F: 3 clusters Score -1255678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -603233.062500 Penalty: 2142.837158
	Iteration 0F: 2 clusters Score -603233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -598308.312500 Penalty: 4285.674316
	Iteration 0F: 3 clusters Score -598308.3 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -599812.875000 Penalty: 4285.674316
	Iteration 1F: 3 clusters Score -599812.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -600294.937500 Penalty: 4285.674316
	Iteration 2F: 3 clusters Score -600294.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -600708.062500 Penalty: 4285.674316
	Iteration 3F: 3 clusters Score -600708.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -601088.437500 Penalty: 4285.674316
	Iteration 4F: 3 clusters Score -601088.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -601419.375000 Penalty: 4285.674316
	Iteration 5F: 3 clusters Score -601419.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -601693.812500 Penalty: 4285.674316
	Iteration 6Q: 3 clusters Score -601693.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -601904.187500 Penalty: 4285.674316
	Iteration 7Q: 3 clusters Score -601904.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -602045.375000 Penalty: 4285.674316
	Iteration 8Q: 3 clusters Score -602045.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -602169.062500 Penalty: 4285.674316
	Iteration 9Q: 3 clusters Score -602169.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -602285.000000 Penalty: 4285.674316
	Iteration 10Q: 3 clusters Score -602285 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -602405.875000 Penalty: 4285.674316
	Iteration 11Q: 3 clusters Score -602405.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -602501.937500 Penalty: 4285.674316
	Iteration 12Q: 3 clusters Score -602501.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -602593.562500 Penalty: 4285.674316
	Iteration 13Q: 3 clusters Score -602593.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -602667.125000 Penalty: 4285.674316
	Iteration 14Q: 3 clusters Score -602667.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -602715.937500 Penalty: 4285.674316
	Iteration 15Q: 3 clusters Score -602715.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -602748.375000 Penalty: 4285.674316
	Iteration 16Q: 3 clusters Score -602748.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -602802.437500 Penalty: 4285.674316
	Iteration 17Q: 3 clusters Score -602802.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -602860.312500 Penalty: 4285.674316
	Iteration 18Q: 3 clusters Score -602860.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -602907.812500 Penalty: 4285.674316
	Iteration 19Q: 3 clusters Score -602907.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -602993.750000 Penalty: 4285.674316
	Iteration 20F: 3 clusters Score -602993.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -603055.875000 Penalty: 4285.674316
	Iteration 21Q: 3 clusters Score -603055.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -603116.250000 Penalty: 4285.674316
	Iteration 22Q: 3 clusters Score -603116.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -603144.437500 Penalty: 4285.674316
	Iteration 23Q: 3 clusters Score -603144.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -603178.875000 Penalty: 4285.674316
	Iteration 24Q: 3 clusters Score -603178.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -603221.250000 Penalty: 4285.674316
	Iteration 25Q: 3 clusters Score -603221.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -603252.750000 Penalty: 4285.674316
	Iteration 26Q: 3 clusters Score -603252.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -603273.562500 Penalty: 4285.674316
	Iteration 27Q: 3 clusters Score -603273.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -603288.375000 Penalty: 4285.674316
	Iteration 28Q: 3 clusters Score -603288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -603297.937500 Penalty: 4285.674316
	Iteration 29Q: 3 clusters Score -603297.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -603309.000000 Penalty: 4285.674316
	Iteration 30Q: 3 clusters Score -603309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -603316.937500 Penalty: 4285.674316
	Iteration 31Q: 3 clusters Score -603316.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -603325.437500 Penalty: 4285.674316
	Iteration 32Q: 3 clusters Score -603325.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -603333.312500 Penalty: 4285.674316
	Iteration 33Q: 3 clusters Score -603333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -603337.625000 Penalty: 4285.674316
	Iteration 34Q: 3 clusters Score -603337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -603341.250000 Penalty: 4285.674316
	Iteration 35Q: 3 clusters Score -603341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -603343.937500 Penalty: 4285.674316
	Iteration 36Q: 3 clusters Score -603343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -603349.312500 Penalty: 4285.674316
	Iteration 37Q: 3 clusters Score -603349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -603352.625000 Penalty: 4285.674316
	Iteration 38Q: 3 clusters Score -603352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -603353.437500 Penalty: 4285.674316
	Iteration 39Q: 3 clusters Score -603353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -603354.000000 Penalty: 4285.674316
	Iteration 40F: 3 clusters Score -603354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -603353.937500 Penalty: 4285.674316
	Iteration 41Q: 3 clusters Score -603353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -603355.437500 Penalty: 4285.674316
	Iteration 42Q: 3 clusters Score -603355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -603355.875000 Penalty: 4285.674316
	Iteration 43Q: 3 clusters Score -603355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -603355.875000 Penalty: 4285.674316
	Iteration 44F: 3 clusters Score -603355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Mstep: Class 43 contains 192744 members 
Mstep: Class 44 contains 2391 members 
Entering Unmasked Estep 
Score: -141996912.000000 Penalty: 152474.343750
Splitting cluster 12 changes total score from -141993264.000000 to -141996912.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (21320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Entering Unmasked Estep 
Score: -2686931.250000 Penalty: 2471.915283
	Iteration 0F: 2 clusters Score -2686931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2672124.250000 Penalty: 4943.830566
	Iteration 0F: 3 clusters Score -2672124 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2677078.250000 Penalty: 4943.830566
	Iteration 1F: 3 clusters Score -2677078 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2677474.750000 Penalty: 4943.830566
	Iteration 2F: 3 clusters Score -2677475 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2677861.250000 Penalty: 4943.830566
	Iteration 3Q: 3 clusters Score -2677861 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2678291.250000 Penalty: 4943.830566
	Iteration 4Q: 3 clusters Score -2678291 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2678828.250000 Penalty: 4943.830566
	Iteration 5Q: 3 clusters Score -2678828 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2679552.000000 Penalty: 4943.830566
	Iteration 6F: 3 clusters Score -2679552 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2680510.750000 Penalty: 4943.830566
	Iteration 7F: 3 clusters Score -2680511 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2681651.500000 Penalty: 4943.830566
	Iteration 8F: 3 clusters Score -2681652 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2682757.250000 Penalty: 4943.830566
	Iteration 9F: 3 clusters Score -2682757 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2683707.250000 Penalty: 4943.830566
	Iteration 10Q: 3 clusters Score -2683707 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2684353.000000 Penalty: 4943.830566
	Iteration 11Q: 3 clusters Score -2684353 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2684645.500000 Penalty: 4943.830566
	Iteration 12Q: 3 clusters Score -2684646 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2684766.000000 Penalty: 4943.830566
	Iteration 13Q: 3 clusters Score -2684766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2684840.500000 Penalty: 4943.830566
	Iteration 14Q: 3 clusters Score -2684840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2684902.750000 Penalty: 4943.830566
	Iteration 15Q: 3 clusters Score -2684903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2684960.250000 Penalty: 4943.830566
	Iteration 16Q: 3 clusters Score -2684960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2684997.500000 Penalty: 4943.830566
	Iteration 17Q: 3 clusters Score -2684998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2685023.250000 Penalty: 4943.830566
	Iteration 18Q: 3 clusters Score -2685023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2685051.750000 Penalty: 4943.830566
	Iteration 19Q: 3 clusters Score -2685052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2685069.750000 Penalty: 4943.830566
	Iteration 20F: 3 clusters Score -2685070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2685087.250000 Penalty: 4943.830566
	Iteration 21Q: 3 clusters Score -2685087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2685096.250000 Penalty: 4943.830566
	Iteration 22Q: 3 clusters Score -2685096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2685107.250000 Penalty: 4943.830566
	Iteration 23Q: 3 clusters Score -2685107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2685113.250000 Penalty: 4943.830566
	Iteration 24Q: 3 clusters Score -2685113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2685126.250000 Penalty: 4943.830566
	Iteration 25Q: 3 clusters Score -2685126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2685129.000000 Penalty: 4943.830566
	Iteration 26Q: 3 clusters Score -2685129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2685131.750000 Penalty: 4943.830566
	Iteration 27Q: 3 clusters Score -2685132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2685131.750000 Penalty: 4943.830566
	Iteration 28Q: 3 clusters Score -2685132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2685138.500000 Penalty: 4943.830566
	Iteration 29Q: 3 clusters Score -2685138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2685135.500000 Penalty: 4943.830566
	Iteration 30Q: 3 clusters Score -2685136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2685131.500000 Penalty: 4943.830566
	Iteration 31Q: 3 clusters Score -2685132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2685132.000000 Penalty: 4943.830566
	Iteration 32Q: 3 clusters Score -2685132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2685134.250000 Penalty: 4943.830566
	Iteration 33Q: 3 clusters Score -2685134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2685134.250000 Penalty: 4943.830566
	Iteration 34F: 3 clusters Score -2685134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -43144.875000 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -43144.88 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 183 members 
Entering Unmasked Estep 
Score: -41798.714844 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -41798.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41933.398438 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -41933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41963.039062 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -41963.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41973.664062 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -41973.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41977.246094 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -41977.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41983.164062 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -41983.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41992.023438 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -41992.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41994.425781 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -41994.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41994.425781 Penalty: 2945.018066
	Iteration 8F: 3 clusters Score -41994.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Entering Unmasked Estep 
Score: -4887669.000000 Penalty: 2623.820312
	Iteration 0F: 2 clusters Score -4887669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4860851.000000 Penalty: 5247.640625
	Iteration 0F: 3 clusters Score -4860851 nChanged 18085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4870955.000000 Penalty: 5247.640625
	Iteration 1F: 3 clusters Score -4870955 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4871950.000000 Penalty: 5247.640625
	Iteration 2F: 3 clusters Score -4871950 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4873347.000000 Penalty: 5247.640625
	Iteration 3F: 3 clusters Score -4873347 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -4875286.500000 Penalty: 5247.640625
	Iteration 4F: 3 clusters Score -4875286 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4877597.500000 Penalty: 5247.640625
	Iteration 5F: 3 clusters Score -4877598 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4879676.500000 Penalty: 5247.640625
	Iteration 6F: 3 clusters Score -4879676 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4881219.500000 Penalty: 5247.640625
	Iteration 7F: 3 clusters Score -4881220 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4882378.500000 Penalty: 5247.640625
	Iteration 8Q: 3 clusters Score -4882378 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4883290.000000 Penalty: 5247.640625
	Iteration 9Q: 3 clusters Score -4883290 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4883915.000000 Penalty: 5247.640625
	Iteration 10Q: 3 clusters Score -4883915 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4884370.500000 Penalty: 5247.640625
	Iteration 11Q: 3 clusters Score -4884370 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4884690.000000 Penalty: 5247.640625
	Iteration 12Q: 3 clusters Score -4884690 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4884972.000000 Penalty: 5247.640625
	Iteration 13Q: 3 clusters Score -4884972 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4885127.500000 Penalty: 5247.640625
	Iteration 14Q: 3 clusters Score -4885128 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4885230.000000 Penalty: 5247.640625
	Iteration 15Q: 3 clusters Score -4885230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4885301.500000 Penalty: 5247.640625
	Iteration 16Q: 3 clusters Score -4885302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4885346.500000 Penalty: 5247.640625
	Iteration 17Q: 3 clusters Score -4885346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4885389.000000 Penalty: 5247.640625
	Iteration 18Q: 3 clusters Score -4885389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -4885423.000000 Penalty: 5247.640625
	Iteration 19Q: 3 clusters Score -4885423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4885451.500000 Penalty: 5247.640625
	Iteration 20F: 3 clusters Score -4885452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4885468.000000 Penalty: 5247.640625
	Iteration 21Q: 3 clusters Score -4885468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4885498.000000 Penalty: 5247.640625
	Iteration 22Q: 3 clusters Score -4885498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4885526.500000 Penalty: 5247.640625
	Iteration 23Q: 3 clusters Score -4885526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4885532.000000 Penalty: 5247.640625
	Iteration 24Q: 3 clusters Score -4885532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4885541.000000 Penalty: 5247.640625
	Iteration 25Q: 3 clusters Score -4885541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4885544.500000 Penalty: 5247.640625
	Iteration 26Q: 3 clusters Score -4885544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4885553.000000 Penalty: 5247.640625
	Iteration 27Q: 3 clusters Score -4885553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4885561.000000 Penalty: 5247.640625
	Iteration 28Q: 3 clusters Score -4885561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4885570.000000 Penalty: 5247.640625
	Iteration 29Q: 3 clusters Score -4885570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4885568.500000 Penalty: 5247.640625
	Iteration 30Q: 3 clusters Score -4885568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4885561.000000 Penalty: 5247.640625
	Iteration 31Q: 3 clusters Score -4885561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4885570.000000 Penalty: 5247.640625
	Iteration 32Q: 3 clusters Score -4885570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -4885572.500000 Penalty: 5247.640625
	Iteration 33Q: 3 clusters Score -4885572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -4885576.500000 Penalty: 5247.640625
	Iteration 34Q: 3 clusters Score -4885576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4885585.500000 Penalty: 5247.640625
	Iteration 35Q: 3 clusters Score -4885586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4885586.500000 Penalty: 5247.640625
	Iteration 36Q: 3 clusters Score -4885586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4885584.500000 Penalty: 5247.640625
	Iteration 37Q: 3 clusters Score -4885584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -4885585.500000 Penalty: 5247.640625
	Iteration 38Q: 3 clusters Score -4885586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4885588.500000 Penalty: 5247.640625
	Iteration 39Q: 3 clusters Score -4885588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4885586.500000 Penalty: 5247.640625
	Iteration 40F: 3 clusters Score -4885586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4885586.000000 Penalty: 5247.640625
	Iteration 41Q: 3 clusters Score -4885586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4885586.000000 Penalty: 5247.640625
	Iteration 42Q: 3 clusters Score -4885586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4885587.500000 Penalty: 5247.640625
	Iteration 43Q: 3 clusters Score -4885588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4885592.500000 Penalty: 5247.640625
	Iteration 44Q: 3 clusters Score -4885592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -4885590.500000 Penalty: 5247.640625
	Iteration 45Q: 3 clusters Score -4885590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -4885589.500000 Penalty: 5247.640625
	Iteration 46Q: 3 clusters Score -4885590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -4885588.500000 Penalty: 5247.640625
	Iteration 47Q: 3 clusters Score -4885588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -4885588.500000 Penalty: 5247.640625
	Iteration 48F: 3 clusters Score -4885588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -1379847.875000 Penalty: 2314.430664
	Iteration 0F: 2 clusters Score -1379848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1371312.625000 Penalty: 4628.861328
	Iteration 0F: 3 clusters Score -1371313 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1373989.000000 Penalty: 4628.861328
	Iteration 1F: 3 clusters Score -1373989 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1374648.625000 Penalty: 4628.861328
	Iteration 2F: 3 clusters Score -1374649 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1375255.250000 Penalty: 4628.861328
	Iteration 3F: 3 clusters Score -1375255 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1375676.125000 Penalty: 4628.861328
	Iteration 4F: 3 clusters Score -1375676 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1375985.875000 Penalty: 4628.861328
	Iteration 5F: 3 clusters Score -1375986 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1376230.000000 Penalty: 4628.861328
	Iteration 6Q: 3 clusters Score -1376230 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1376461.875000 Penalty: 4628.861328
	Iteration 7Q: 3 clusters Score -1376462 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1376703.125000 Penalty: 4628.861328
	Iteration 8Q: 3 clusters Score -1376703 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1376943.000000 Penalty: 4628.861328
	Iteration 9Q: 3 clusters Score -1376943 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1377173.250000 Penalty: 4628.861328
	Iteration 10Q: 3 clusters Score -1377173 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1377430.750000 Penalty: 4628.861328
	Iteration 11Q: 3 clusters Score -1377431 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1377761.625000 Penalty: 4628.861328
	Iteration 12Q: 3 clusters Score -1377762 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1378054.375000 Penalty: 4628.861328
	Iteration 13Q: 3 clusters Score -1378054 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1378340.875000 Penalty: 4628.861328
	Iteration 14Q: 3 clusters Score -1378341 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1378590.625000 Penalty: 4628.861328
	Iteration 15Q: 3 clusters Score -1378591 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1378751.875000 Penalty: 4628.861328
	Iteration 16Q: 3 clusters Score -1378752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1378853.625000 Penalty: 4628.861328
	Iteration 17Q: 3 clusters Score -1378854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1378915.625000 Penalty: 4628.861328
	Iteration 18Q: 3 clusters Score -1378916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1378959.500000 Penalty: 4628.861328
	Iteration 19Q: 3 clusters Score -1378960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1378986.250000 Penalty: 4628.861328
	Iteration 20F: 3 clusters Score -1378986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1379012.750000 Penalty: 4628.861328
	Iteration 21Q: 3 clusters Score -1379013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1379031.000000 Penalty: 4628.861328
	Iteration 22Q: 3 clusters Score -1379031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1379045.875000 Penalty: 4628.861328
	Iteration 23Q: 3 clusters Score -1379046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1379057.500000 Penalty: 4628.861328
	Iteration 24Q: 3 clusters Score -1379058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1379069.125000 Penalty: 4628.861328
	Iteration 25Q: 3 clusters Score -1379069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1379073.375000 Penalty: 4628.861328
	Iteration 26Q: 3 clusters Score -1379073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1379080.750000 Penalty: 4628.861328
	Iteration 27Q: 3 clusters Score -1379081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1379086.125000 Penalty: 4628.861328
	Iteration 28Q: 3 clusters Score -1379086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1379090.375000 Penalty: 4628.861328
	Iteration 29Q: 3 clusters Score -1379090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1379091.250000 Penalty: 4628.861328
	Iteration 30Q: 3 clusters Score -1379091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1379092.750000 Penalty: 4628.861328
	Iteration 31Q: 3 clusters Score -1379093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1379094.500000 Penalty: 4628.861328
	Iteration 32Q: 3 clusters Score -1379094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1379092.875000 Penalty: 4628.861328
	Iteration 33Q: 3 clusters Score -1379093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1379092.875000 Penalty: 4628.861328
	Iteration 34F: 3 clusters Score -1379093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Entering Unmasked Estep 
Score: -4645485.000000 Penalty: 2625.172363
	Iteration 0F: 2 clusters Score -4645485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4618624.000000 Penalty: 5250.344727
	Iteration 0F: 3 clusters Score -4618624 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4629217.000000 Penalty: 5250.344727
	Iteration 1F: 3 clusters Score -4629217 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4630192.500000 Penalty: 5250.344727
	Iteration 2F: 3 clusters Score -4630192 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4631230.000000 Penalty: 5250.344727
	Iteration 3F: 3 clusters Score -4631230 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4632471.000000 Penalty: 5250.344727
	Iteration 4F: 3 clusters Score -4632471 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4633954.500000 Penalty: 5250.344727
	Iteration 5F: 3 clusters Score -4633954 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4635634.000000 Penalty: 5250.344727
	Iteration 6F: 3 clusters Score -4635634 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4637321.500000 Penalty: 5250.344727
	Iteration 7F: 3 clusters Score -4637322 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4638845.500000 Penalty: 5250.344727
	Iteration 8F: 3 clusters Score -4638846 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4640170.000000 Penalty: 5250.344727
	Iteration 9Q: 3 clusters Score -4640170 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4641176.500000 Penalty: 5250.344727
	Iteration 10Q: 3 clusters Score -4641176 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4641941.500000 Penalty: 5250.344727
	Iteration 11Q: 3 clusters Score -4641942 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4642510.000000 Penalty: 5250.344727
	Iteration 12Q: 3 clusters Score -4642510 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4642919.500000 Penalty: 5250.344727
	Iteration 13Q: 3 clusters Score -4642920 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4643277.000000 Penalty: 5250.344727
	Iteration 14Q: 3 clusters Score -4643277 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4643562.500000 Penalty: 5250.344727
	Iteration 15Q: 3 clusters Score -4643562 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4643785.500000 Penalty: 5250.344727
	Iteration 16Q: 3 clusters Score -4643786 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4643953.500000 Penalty: 5250.344727
	Iteration 17Q: 3 clusters Score -4643954 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4644100.000000 Penalty: 5250.344727
	Iteration 18Q: 3 clusters Score -4644100 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4644216.500000 Penalty: 5250.344727
	Iteration 19Q: 3 clusters Score -4644216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4644328.500000 Penalty: 5250.344727
	Iteration 20F: 3 clusters Score -4644328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4644409.000000 Penalty: 5250.344727
	Iteration 21Q: 3 clusters Score -4644409 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4644470.000000 Penalty: 5250.344727
	Iteration 22Q: 3 clusters Score -4644470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4644525.500000 Penalty: 5250.344727
	Iteration 23Q: 3 clusters Score -4644526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4644559.000000 Penalty: 5250.344727
	Iteration 24Q: 3 clusters Score -4644559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4644582.000000 Penalty: 5250.344727
	Iteration 25Q: 3 clusters Score -4644582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4644594.500000 Penalty: 5250.344727
	Iteration 26Q: 3 clusters Score -4644594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4644603.500000 Penalty: 5250.344727
	Iteration 27Q: 3 clusters Score -4644604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4644601.500000 Penalty: 5250.344727
	Iteration 28Q: 3 clusters Score -4644602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4644607.000000 Penalty: 5250.344727
	Iteration 29Q: 3 clusters Score -4644607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4644618.000000 Penalty: 5250.344727
	Iteration 30Q: 3 clusters Score -4644618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4644618.000000 Penalty: 5250.344727
	Iteration 31Q: 3 clusters Score -4644618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4644618.000000 Penalty: 5250.344727
	Iteration 32Q: 3 clusters Score -4644618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4644627.000000 Penalty: 5250.344727
	Iteration 33Q: 3 clusters Score -4644627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4644618.000000 Penalty: 5250.344727
	Iteration 34Q: 3 clusters Score -4644618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4644615.500000 Penalty: 5250.344727
	Iteration 35Q: 3 clusters Score -4644616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4644625.500000 Penalty: 5250.344727
	Iteration 36Q: 3 clusters Score -4644626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4644625.500000 Penalty: 5250.344727
	Iteration 37Q: 3 clusters Score -4644626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4644631.500000 Penalty: 5250.344727
	Iteration 38Q: 3 clusters Score -4644632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4644628.000000 Penalty: 5250.344727
	Iteration 39Q: 3 clusters Score -4644628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4644631.500000 Penalty: 5250.344727
	Iteration 40F: 3 clusters Score -4644632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -626302.750000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -626302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -621608.000000 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -621608 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -622851.812500 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -622851.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -623153.187500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -623153.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -623398.125000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -623398.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -623637.500000 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -623637.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -623821.750000 Penalty: 4248.822266
	Iteration 5Q: 3 clusters Score -623821.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -623971.750000 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -623971.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -624140.812500 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -624140.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -624291.250000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -624291.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -624423.125000 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -624423.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -624542.187500 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -624542.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -624679.062500 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -624679.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -624901.562500 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -624901.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -625151.562500 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -625151.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -625372.937500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -625372.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -625497.875000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -625497.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -625597.937500 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -625597.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -625668.562500 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -625668.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -625726.875000 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -625726.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -625768.000000 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -625768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -625803.000000 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -625803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -625820.687500 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -625820.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -625843.500000 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -625843.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -625856.000000 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -625856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -625869.250000 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -625869.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -625881.812500 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -625881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -625887.500000 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -625887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -625894.000000 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -625894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -625895.812500 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -625895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -625902.812500 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -625902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -625905.625000 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -625905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -625908.375000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -625908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -625909.750000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -625909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -625914.125000 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -625914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -625914.125000 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -625914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -625914.875000 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -625914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -625917.125000 Penalty: 4248.822266
	Iteration 36Q: 3 clusters Score -625917.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -625917.125000 Penalty: 4248.822266
	Iteration 37F: 3 clusters Score -625917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -269835.968750 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -269836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -267112.437500 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -267112.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -267568.125000 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -267568.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -267711.187500 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -267711.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267773.187500 Penalty: 3804.532715
	Iteration 3Q: 3 clusters Score -267773.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -267806.812500 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -267806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -267833.875000 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -267833.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -267853.500000 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -267853.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267872.281250 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -267872.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267886.312500 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -267886.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -267899.562500 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -267899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267909.156250 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -267909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267911.968750 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -267912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -267914.375000 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -267914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -267915.843750 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -267915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -267919.968750 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -267920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -267920.937500 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -267920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -267920.937500 Penalty: 3804.532715
	Iteration 16F: 3 clusters Score -267920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -300404.281250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -300404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297393.593750 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -297393.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -298201.250000 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -298201.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298646.500000 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -298646.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299073.250000 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -299073.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299517.875000 Penalty: 3920.550293
	Iteration 4F: 3 clusters Score -299517.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299933.531250 Penalty: 3920.550293
	Iteration 5F: 3 clusters Score -299933.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -300326.062500 Penalty: 3920.550293
	Iteration 6F: 3 clusters Score -300326.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -300537.031250 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -300537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -300609.406250 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -300609.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -300638.750000 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -300638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -300650.281250 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -300650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300654.937500 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -300654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300656.093750 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -300656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -300656.281250 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -300656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300656.812500 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -300656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300658.250000 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -300658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -300658.250000 Penalty: 3920.550293
	Iteration 16F: 3 clusters Score -300658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Mstep: Class 43 contains 192744 members 
Mstep: Class 44 contains 2391 members 
Mstep: Class 45 contains 1136 members 
Entering Unmasked Estep 
Score: -141995712.000000 Penalty: 155939.671875
Splitting cluster 20 changes total score from -141993264.000000 to -141995712.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -30335.912109 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -30335.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29183.687500 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -29183.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29303.095703 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -29303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29335.601562 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -29335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29348.476562 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -29348.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29359.115234 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -29359.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29361.531250 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -29361.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29361.531250 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -29361.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Entering Unmasked Estep 
Score: -2219936.750000 Penalty: 2428.137695
	Iteration 0F: 2 clusters Score -2219937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2207351.000000 Penalty: 4856.275391
	Iteration 0F: 3 clusters Score -2207351 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2211277.250000 Penalty: 4856.275391
	Iteration 1F: 3 clusters Score -2211277 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2211709.000000 Penalty: 4856.275391
	Iteration 2F: 3 clusters Score -2211709 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2212161.750000 Penalty: 4856.275391
	Iteration 3F: 3 clusters Score -2212162 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2212713.500000 Penalty: 4856.275391
	Iteration 4F: 3 clusters Score -2212714 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2213545.250000 Penalty: 4856.275391
	Iteration 5F: 3 clusters Score -2213545 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2214650.750000 Penalty: 4856.275391
	Iteration 6F: 3 clusters Score -2214651 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2215924.750000 Penalty: 4856.275391
	Iteration 7F: 3 clusters Score -2215925 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2216991.000000 Penalty: 4856.275391
	Iteration 8F: 3 clusters Score -2216991 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2217641.250000 Penalty: 4856.275391
	Iteration 9F: 3 clusters Score -2217641 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2218004.500000 Penalty: 4856.275391
	Iteration 10Q: 3 clusters Score -2218004 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2218185.250000 Penalty: 4856.275391
	Iteration 11Q: 3 clusters Score -2218185 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2218276.500000 Penalty: 4856.275391
	Iteration 12Q: 3 clusters Score -2218276 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2218335.500000 Penalty: 4856.275391
	Iteration 13Q: 3 clusters Score -2218336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2218376.250000 Penalty: 4856.275391
	Iteration 14Q: 3 clusters Score -2218376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2218398.750000 Penalty: 4856.275391
	Iteration 15Q: 3 clusters Score -2218399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2218434.750000 Penalty: 4856.275391
	Iteration 16Q: 3 clusters Score -2218435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2218445.250000 Penalty: 4856.275391
	Iteration 17Q: 3 clusters Score -2218445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2218466.500000 Penalty: 4856.275391
	Iteration 18Q: 3 clusters Score -2218466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2218475.750000 Penalty: 4856.275391
	Iteration 19Q: 3 clusters Score -2218476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2218488.500000 Penalty: 4856.275391
	Iteration 20F: 3 clusters Score -2218488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2218497.000000 Penalty: 4856.275391
	Iteration 21Q: 3 clusters Score -2218497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2218501.250000 Penalty: 4856.275391
	Iteration 22Q: 3 clusters Score -2218501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2218517.000000 Penalty: 4856.275391
	Iteration 23Q: 3 clusters Score -2218517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2218529.000000 Penalty: 4856.275391
	Iteration 24Q: 3 clusters Score -2218529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2218532.500000 Penalty: 4856.275391
	Iteration 25Q: 3 clusters Score -2218532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2218541.500000 Penalty: 4856.275391
	Iteration 26Q: 3 clusters Score -2218542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2218544.750000 Penalty: 4856.275391
	Iteration 27Q: 3 clusters Score -2218545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2218548.750000 Penalty: 4856.275391
	Iteration 28Q: 3 clusters Score -2218549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2218551.750000 Penalty: 4856.275391
	Iteration 29Q: 3 clusters Score -2218552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2218552.750000 Penalty: 4856.275391
	Iteration 30Q: 3 clusters Score -2218553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2218554.750000 Penalty: 4856.275391
	Iteration 31Q: 3 clusters Score -2218555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2218558.000000 Penalty: 4856.275391
	Iteration 32Q: 3 clusters Score -2218558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2218561.250000 Penalty: 4856.275391
	Iteration 33Q: 3 clusters Score -2218561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2218564.250000 Penalty: 4856.275391
	Iteration 34Q: 3 clusters Score -2218564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2218565.500000 Penalty: 4856.275391
	Iteration 35Q: 3 clusters Score -2218566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2218566.500000 Penalty: 4856.275391
	Iteration 36Q: 3 clusters Score -2218566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2218569.250000 Penalty: 4856.275391
	Iteration 37Q: 3 clusters Score -2218569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2218566.750000 Penalty: 4856.275391
	Iteration 38Q: 3 clusters Score -2218567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2218566.750000 Penalty: 4856.275391
	Iteration 39Q: 3 clusters Score -2218567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2218569.250000 Penalty: 4856.275391
	Iteration 40F: 3 clusters Score -2218569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2218574.500000 Penalty: 4856.275391
	Iteration 41Q: 3 clusters Score -2218574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2218576.250000 Penalty: 4856.275391
	Iteration 42Q: 3 clusters Score -2218576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2218577.750000 Penalty: 4856.275391
	Iteration 43Q: 3 clusters Score -2218578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2218575.750000 Penalty: 4856.275391
	Iteration 44Q: 3 clusters Score -2218576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2218583.250000 Penalty: 4856.275391
	Iteration 45Q: 3 clusters Score -2218583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2218582.250000 Penalty: 4856.275391
	Iteration 46Q: 3 clusters Score -2218582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2218585.000000 Penalty: 4856.275391
	Iteration 47Q: 3 clusters Score -2218585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2218586.000000 Penalty: 4856.275391
	Iteration 48Q: 3 clusters Score -2218586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2218587.500000 Penalty: 4856.275391
	Iteration 49Q: 3 clusters Score -2218588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2218586.750000 Penalty: 4856.275391
	Iteration 50Q: 3 clusters Score -2218587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2218589.750000 Penalty: 4856.275391
	Iteration 51Q: 3 clusters Score -2218590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2218591.750000 Penalty: 4856.275391
	Iteration 52Q: 3 clusters Score -2218592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2218590.750000 Penalty: 4856.275391
	Iteration 53Q: 3 clusters Score -2218591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2218591.250000 Penalty: 4856.275391
	Iteration 54Q: 3 clusters Score -2218591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2218593.000000 Penalty: 4856.275391
	Iteration 55Q: 3 clusters Score -2218593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2218593.000000 Penalty: 4856.275391
	Iteration 56Q: 3 clusters Score -2218593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2218589.750000 Penalty: 4856.275391
	Iteration 57Q: 3 clusters Score -2218590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2218589.750000 Penalty: 4856.275391
	Iteration 58Q: 3 clusters Score -2218590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2218588.750000 Penalty: 4856.275391
	Iteration 59Q: 3 clusters Score -2218589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2218590.250000 Penalty: 4856.275391
	Iteration 60F: 3 clusters Score -2218590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2218592.000000 Penalty: 4856.275391
	Iteration 61Q: 3 clusters Score -2218592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2218592.250000 Penalty: 4856.275391
	Iteration 62Q: 3 clusters Score -2218592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2218591.500000 Penalty: 4856.275391
	Iteration 63Q: 3 clusters Score -2218592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2218590.000000 Penalty: 4856.275391
	Iteration 64Q: 3 clusters Score -2218590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2218587.000000 Penalty: 4856.275391
	Iteration 65Q: 3 clusters Score -2218587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2218587.500000 Penalty: 4856.275391
	Iteration 66Q: 3 clusters Score -2218588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2218589.500000 Penalty: 4856.275391
	Iteration 67Q: 3 clusters Score -2218590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2218589.500000 Penalty: 4856.275391
	Iteration 68F: 3 clusters Score -2218590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Entering Unmasked Estep 
Score: -6459298.000000 Penalty: 2695.258545
	Iteration 0F: 2 clusters Score -6459298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6423935.000000 Penalty: 5390.517090
	Iteration 0F: 3 clusters Score -6423935 nChanged 24245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -6437649.000000 Penalty: 5390.517090
	Iteration 1F: 3 clusters Score -6437649 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6438555.000000 Penalty: 5390.517090
	Iteration 2Q: 3 clusters Score -6438555 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6439968.500000 Penalty: 5390.517090
	Iteration 3F: 3 clusters Score -6439968 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -6442401.500000 Penalty: 5390.517090
	Iteration 4F: 3 clusters Score -6442402 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6446082.000000 Penalty: 5390.517090
	Iteration 5F: 3 clusters Score -6446082 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -6450669.500000 Penalty: 5390.517090
	Iteration 6F: 3 clusters Score -6450670 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -6454353.500000 Penalty: 5390.517090
	Iteration 7F: 3 clusters Score -6454354 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -6456077.000000 Penalty: 5390.517090
	Iteration 8Q: 3 clusters Score -6456077 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6456708.000000 Penalty: 5390.517090
	Iteration 9Q: 3 clusters Score -6456708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -6456922.000000 Penalty: 5390.517090
	Iteration 10Q: 3 clusters Score -6456922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6457023.500000 Penalty: 5390.517090
	Iteration 11Q: 3 clusters Score -6457024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6457087.500000 Penalty: 5390.517090
	Iteration 12Q: 3 clusters Score -6457088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6457128.500000 Penalty: 5390.517090
	Iteration 13Q: 3 clusters Score -6457128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6457150.500000 Penalty: 5390.517090
	Iteration 14Q: 3 clusters Score -6457150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -6457193.500000 Penalty: 5390.517090
	Iteration 15Q: 3 clusters Score -6457194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -6457201.000000 Penalty: 5390.517090
	Iteration 16Q: 3 clusters Score -6457201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6457199.000000 Penalty: 5390.517090
	Iteration 17Q: 3 clusters Score -6457199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -6457200.500000 Penalty: 5390.517090
	Iteration 18Q: 3 clusters Score -6457200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -6457200.500000 Penalty: 5390.517090
	Iteration 19F: 3 clusters Score -6457200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -868457.562500 Penalty: 2198.316895
	Iteration 0F: 2 clusters Score -868457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -862631.000000 Penalty: 4396.633789
	Iteration 0F: 3 clusters Score -862631 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -864177.187500 Penalty: 4396.633789
	Iteration 1F: 3 clusters Score -864177.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -864411.062500 Penalty: 4396.633789
	Iteration 2F: 3 clusters Score -864411.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -864564.437500 Penalty: 4396.633789
	Iteration 3Q: 3 clusters Score -864564.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -864668.750000 Penalty: 4396.633789
	Iteration 4Q: 3 clusters Score -864668.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -864744.437500 Penalty: 4396.633789
	Iteration 5Q: 3 clusters Score -864744.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -864795.687500 Penalty: 4396.633789
	Iteration 6Q: 3 clusters Score -864795.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -864847.937500 Penalty: 4396.633789
	Iteration 7Q: 3 clusters Score -864847.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -864902.750000 Penalty: 4396.633789
	Iteration 8Q: 3 clusters Score -864902.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -864959.187500 Penalty: 4396.633789
	Iteration 9Q: 3 clusters Score -864959.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -865013.437500 Penalty: 4396.633789
	Iteration 10Q: 3 clusters Score -865013.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -865070.000000 Penalty: 4396.633789
	Iteration 11Q: 3 clusters Score -865070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -865133.125000 Penalty: 4396.633789
	Iteration 12Q: 3 clusters Score -865133.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -865218.937500 Penalty: 4396.633789
	Iteration 13Q: 3 clusters Score -865218.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -865329.062500 Penalty: 4396.633789
	Iteration 14Q: 3 clusters Score -865329.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -865447.750000 Penalty: 4396.633789
	Iteration 15Q: 3 clusters Score -865447.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -865582.375000 Penalty: 4396.633789
	Iteration 16Q: 3 clusters Score -865582.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -865737.062500 Penalty: 4396.633789
	Iteration 17Q: 3 clusters Score -865737.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -865904.250000 Penalty: 4396.633789
	Iteration 18Q: 3 clusters Score -865904.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -866082.000000 Penalty: 4396.633789
	Iteration 19Q: 3 clusters Score -866082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -866238.187500 Penalty: 4396.633789
	Iteration 20F: 3 clusters Score -866238.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -866360.687500 Penalty: 4396.633789
	Iteration 21Q: 3 clusters Score -866360.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -866449.375000 Penalty: 4396.633789
	Iteration 22Q: 3 clusters Score -866449.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -866516.375000 Penalty: 4396.633789
	Iteration 23Q: 3 clusters Score -866516.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -866553.937500 Penalty: 4396.633789
	Iteration 24Q: 3 clusters Score -866553.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -866581.750000 Penalty: 4396.633789
	Iteration 25Q: 3 clusters Score -866581.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -866602.437500 Penalty: 4396.633789
	Iteration 26Q: 3 clusters Score -866602.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -866616.500000 Penalty: 4396.633789
	Iteration 27Q: 3 clusters Score -866616.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -866629.312500 Penalty: 4396.633789
	Iteration 28Q: 3 clusters Score -866629.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -866640.000000 Penalty: 4396.633789
	Iteration 29Q: 3 clusters Score -866640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -866649.000000 Penalty: 4396.633789
	Iteration 30Q: 3 clusters Score -866649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -866656.000000 Penalty: 4396.633789
	Iteration 31Q: 3 clusters Score -866656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -866662.312500 Penalty: 4396.633789
	Iteration 32Q: 3 clusters Score -866662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -866663.375000 Penalty: 4396.633789
	Iteration 33Q: 3 clusters Score -866663.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -866667.312500 Penalty: 4396.633789
	Iteration 34Q: 3 clusters Score -866667.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -866670.937500 Penalty: 4396.633789
	Iteration 35Q: 3 clusters Score -866670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -866672.000000 Penalty: 4396.633789
	Iteration 36Q: 3 clusters Score -866672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -866675.500000 Penalty: 4396.633789
	Iteration 37Q: 3 clusters Score -866675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -866675.312500 Penalty: 4396.633789
	Iteration 38Q: 3 clusters Score -866675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -866675.625000 Penalty: 4396.633789
	Iteration 39Q: 3 clusters Score -866675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -866678.125000 Penalty: 4396.633789
	Iteration 40F: 3 clusters Score -866678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -866682.500000 Penalty: 4396.633789
	Iteration 41Q: 3 clusters Score -866682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -866682.250000 Penalty: 4396.633789
	Iteration 42Q: 3 clusters Score -866682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -866682.687500 Penalty: 4396.633789
	Iteration 43Q: 3 clusters Score -866682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -866683.000000 Penalty: 4396.633789
	Iteration 44Q: 3 clusters Score -866683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -866686.062500 Penalty: 4396.633789
	Iteration 45Q: 3 clusters Score -866686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -866684.812500 Penalty: 4396.633789
	Iteration 46Q: 3 clusters Score -866684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -866686.375000 Penalty: 4396.633789
	Iteration 47Q: 3 clusters Score -866686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -866686.375000 Penalty: 4396.633789
	Iteration 48F: 3 clusters Score -866686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Entering Unmasked Estep 
Score: -2327724.000000 Penalty: 2459.635254
	Iteration 0F: 2 clusters Score -2327724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2313574.000000 Penalty: 4919.270508
	Iteration 0F: 3 clusters Score -2313574 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2318620.500000 Penalty: 4919.270508
	Iteration 1F: 3 clusters Score -2318620 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2319516.750000 Penalty: 4919.270508
	Iteration 2F: 3 clusters Score -2319517 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2320607.250000 Penalty: 4919.270508
	Iteration 3F: 3 clusters Score -2320607 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2321629.750000 Penalty: 4919.270508
	Iteration 4F: 3 clusters Score -2321630 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2322468.500000 Penalty: 4919.270508
	Iteration 5F: 3 clusters Score -2322468 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2323108.500000 Penalty: 4919.270508
	Iteration 6F: 3 clusters Score -2323108 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2323652.000000 Penalty: 4919.270508
	Iteration 7Q: 3 clusters Score -2323652 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2324119.250000 Penalty: 4919.270508
	Iteration 8Q: 3 clusters Score -2324119 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2324500.750000 Penalty: 4919.270508
	Iteration 9Q: 3 clusters Score -2324501 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2324810.750000 Penalty: 4919.270508
	Iteration 10Q: 3 clusters Score -2324811 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2325018.250000 Penalty: 4919.270508
	Iteration 11Q: 3 clusters Score -2325018 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2325145.500000 Penalty: 4919.270508
	Iteration 12Q: 3 clusters Score -2325146 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2325239.250000 Penalty: 4919.270508
	Iteration 13Q: 3 clusters Score -2325239 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2325322.750000 Penalty: 4919.270508
	Iteration 14Q: 3 clusters Score -2325323 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2325382.000000 Penalty: 4919.270508
	Iteration 15Q: 3 clusters Score -2325382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2325425.750000 Penalty: 4919.270508
	Iteration 16Q: 3 clusters Score -2325426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2325478.000000 Penalty: 4919.270508
	Iteration 17Q: 3 clusters Score -2325478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2325526.500000 Penalty: 4919.270508
	Iteration 18Q: 3 clusters Score -2325526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2325564.750000 Penalty: 4919.270508
	Iteration 19Q: 3 clusters Score -2325565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2325600.250000 Penalty: 4919.270508
	Iteration 20F: 3 clusters Score -2325600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2325623.250000 Penalty: 4919.270508
	Iteration 21Q: 3 clusters Score -2325623 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2325652.750000 Penalty: 4919.270508
	Iteration 22Q: 3 clusters Score -2325653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2325674.250000 Penalty: 4919.270508
	Iteration 23Q: 3 clusters Score -2325674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2325693.000000 Penalty: 4919.270508
	Iteration 24Q: 3 clusters Score -2325693 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2325719.500000 Penalty: 4919.270508
	Iteration 25Q: 3 clusters Score -2325720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2325747.000000 Penalty: 4919.270508
	Iteration 26Q: 3 clusters Score -2325747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2325784.500000 Penalty: 4919.270508
	Iteration 27Q: 3 clusters Score -2325784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2325802.750000 Penalty: 4919.270508
	Iteration 28Q: 3 clusters Score -2325803 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2325841.750000 Penalty: 4919.270508
	Iteration 29Q: 3 clusters Score -2325842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2325871.750000 Penalty: 4919.270508
	Iteration 30Q: 3 clusters Score -2325872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2325891.250000 Penalty: 4919.270508
	Iteration 31Q: 3 clusters Score -2325891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2325909.500000 Penalty: 4919.270508
	Iteration 32Q: 3 clusters Score -2325910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2325939.250000 Penalty: 4919.270508
	Iteration 33Q: 3 clusters Score -2325939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2325969.000000 Penalty: 4919.270508
	Iteration 34Q: 3 clusters Score -2325969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2325992.000000 Penalty: 4919.270508
	Iteration 35Q: 3 clusters Score -2325992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2326022.500000 Penalty: 4919.270508
	Iteration 36Q: 3 clusters Score -2326022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2326029.250000 Penalty: 4919.270508
	Iteration 37Q: 3 clusters Score -2326029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2326050.000000 Penalty: 4919.270508
	Iteration 38Q: 3 clusters Score -2326050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2326068.750000 Penalty: 4919.270508
	Iteration 39Q: 3 clusters Score -2326069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2326078.250000 Penalty: 4919.270508
	Iteration 40F: 3 clusters Score -2326078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2326101.250000 Penalty: 4919.270508
	Iteration 41Q: 3 clusters Score -2326101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2326103.250000 Penalty: 4919.270508
	Iteration 42Q: 3 clusters Score -2326103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2326111.250000 Penalty: 4919.270508
	Iteration 43Q: 3 clusters Score -2326111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2326121.500000 Penalty: 4919.270508
	Iteration 44Q: 3 clusters Score -2326122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2326117.500000 Penalty: 4919.270508
	Iteration 45Q: 3 clusters Score -2326118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2326120.000000 Penalty: 4919.270508
	Iteration 46Q: 3 clusters Score -2326120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2326121.250000 Penalty: 4919.270508
	Iteration 47Q: 3 clusters Score -2326121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2326121.750000 Penalty: 4919.270508
	Iteration 48Q: 3 clusters Score -2326122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2326127.000000 Penalty: 4919.270508
	Iteration 49Q: 3 clusters Score -2326127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2326129.750000 Penalty: 4919.270508
	Iteration 50Q: 3 clusters Score -2326130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2326132.000000 Penalty: 4919.270508
	Iteration 51Q: 3 clusters Score -2326132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2326138.250000 Penalty: 4919.270508
	Iteration 52Q: 3 clusters Score -2326138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2326136.500000 Penalty: 4919.270508
	Iteration 53Q: 3 clusters Score -2326136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2326141.000000 Penalty: 4919.270508
	Iteration 54Q: 3 clusters Score -2326141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2326146.750000 Penalty: 4919.270508
	Iteration 55Q: 3 clusters Score -2326147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2326155.000000 Penalty: 4919.270508
	Iteration 56Q: 3 clusters Score -2326155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2326156.750000 Penalty: 4919.270508
	Iteration 57Q: 3 clusters Score -2326157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2326162.250000 Penalty: 4919.270508
	Iteration 58Q: 3 clusters Score -2326162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2326164.750000 Penalty: 4919.270508
	Iteration 59Q: 3 clusters Score -2326165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2326166.000000 Penalty: 4919.270508
	Iteration 60F: 3 clusters Score -2326166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2326171.000000 Penalty: 4919.270508
	Iteration 61Q: 3 clusters Score -2326171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2326176.250000 Penalty: 4919.270508
	Iteration 62Q: 3 clusters Score -2326176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2326183.750000 Penalty: 4919.270508
	Iteration 63Q: 3 clusters Score -2326184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2326182.750000 Penalty: 4919.270508
	Iteration 64Q: 3 clusters Score -2326183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2326191.750000 Penalty: 4919.270508
	Iteration 65Q: 3 clusters Score -2326192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2326192.750000 Penalty: 4919.270508
	Iteration 66Q: 3 clusters Score -2326193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2326196.250000 Penalty: 4919.270508
	Iteration 67Q: 3 clusters Score -2326196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2326196.250000 Penalty: 4919.270508
	Iteration 68Q: 3 clusters Score -2326196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2326200.250000 Penalty: 4919.270508
	Iteration 69Q: 3 clusters Score -2326200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2326197.750000 Penalty: 4919.270508
	Iteration 70Q: 3 clusters Score -2326198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2326203.000000 Penalty: 4919.270508
	Iteration 71Q: 3 clusters Score -2326203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2326199.000000 Penalty: 4919.270508
	Iteration 72Q: 3 clusters Score -2326199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2326201.500000 Penalty: 4919.270508
	Iteration 73Q: 3 clusters Score -2326202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2326203.750000 Penalty: 4919.270508
	Iteration 74Q: 3 clusters Score -2326204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2326202.750000 Penalty: 4919.270508
	Iteration 75Q: 3 clusters Score -2326203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2326196.000000 Penalty: 4919.270508
	Iteration 76Q: 3 clusters Score -2326196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2326198.250000 Penalty: 4919.270508
	Iteration 77Q: 3 clusters Score -2326198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2326202.000000 Penalty: 4919.270508
	Iteration 78Q: 3 clusters Score -2326202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2326198.000000 Penalty: 4919.270508
	Iteration 79Q: 3 clusters Score -2326198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2326202.000000 Penalty: 4919.270508
	Iteration 80F: 3 clusters Score -2326202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2326204.750000 Penalty: 4919.270508
	Iteration 81Q: 3 clusters Score -2326205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2326200.000000 Penalty: 4919.270508
	Iteration 82Q: 3 clusters Score -2326200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2326198.750000 Penalty: 4919.270508
	Iteration 83Q: 3 clusters Score -2326199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2326201.000000 Penalty: 4919.270508
	Iteration 84Q: 3 clusters Score -2326201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2326201.000000 Penalty: 4919.270508
	Iteration 85Q: 3 clusters Score -2326201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2326205.250000 Penalty: 4919.270508
	Iteration 86Q: 3 clusters Score -2326205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2326205.500000 Penalty: 4919.270508
	Iteration 87Q: 3 clusters Score -2326206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2326204.250000 Penalty: 4919.270508
	Iteration 88Q: 3 clusters Score -2326204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2326203.250000 Penalty: 4919.270508
	Iteration 89Q: 3 clusters Score -2326203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2326204.250000 Penalty: 4919.270508
	Iteration 90Q: 3 clusters Score -2326204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2326202.750000 Penalty: 4919.270508
	Iteration 91Q: 3 clusters Score -2326203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2326202.750000 Penalty: 4919.270508
	Iteration 92F: 3 clusters Score -2326203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Entering Unmasked Estep 
Score: -6437209.500000 Penalty: 2687.114502
	Iteration 0F: 2 clusters Score -6437210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -6403081.500000 Penalty: 5374.229004
	Iteration 0F: 3 clusters Score -6403082 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6416028.500000 Penalty: 5374.229004
	Iteration 1F: 3 clusters Score -6416028 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -6416544.000000 Penalty: 5374.229004
	Iteration 2Q: 3 clusters Score -6416544 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6417030.500000 Penalty: 5374.229004
	Iteration 3Q: 3 clusters Score -6417030 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -6417707.500000 Penalty: 5374.229004
	Iteration 4Q: 3 clusters Score -6417708 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -6418747.500000 Penalty: 5374.229004
	Iteration 5Q: 3 clusters Score -6418748 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -6420426.500000 Penalty: 5374.229004
	Iteration 6F: 3 clusters Score -6420426 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -6423128.500000 Penalty: 5374.229004
	Iteration 7F: 3 clusters Score -6423128 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6426801.000000 Penalty: 5374.229004
	Iteration 8F: 3 clusters Score -6426801 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -6430548.500000 Penalty: 5374.229004
	Iteration 9F: 3 clusters Score -6430548 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6433063.000000 Penalty: 5374.229004
	Iteration 10F: 3 clusters Score -6433063 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6434125.500000 Penalty: 5374.229004
	Iteration 11Q: 3 clusters Score -6434126 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6434539.500000 Penalty: 5374.229004
	Iteration 12Q: 3 clusters Score -6434540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6434717.000000 Penalty: 5374.229004
	Iteration 13Q: 3 clusters Score -6434717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6434790.000000 Penalty: 5374.229004
	Iteration 14Q: 3 clusters Score -6434790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6434840.000000 Penalty: 5374.229004
	Iteration 15Q: 3 clusters Score -6434840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6434882.500000 Penalty: 5374.229004
	Iteration 16Q: 3 clusters Score -6434882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6434898.000000 Penalty: 5374.229004
	Iteration 17Q: 3 clusters Score -6434898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6434933.000000 Penalty: 5374.229004
	Iteration 18Q: 3 clusters Score -6434933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6434942.000000 Penalty: 5374.229004
	Iteration 19Q: 3 clusters Score -6434942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6434961.500000 Penalty: 5374.229004
	Iteration 20F: 3 clusters Score -6434962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6434966.500000 Penalty: 5374.229004
	Iteration 21Q: 3 clusters Score -6434966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6434963.500000 Penalty: 5374.229004
	Iteration 22Q: 3 clusters Score -6434964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6434969.000000 Penalty: 5374.229004
	Iteration 23Q: 3 clusters Score -6434969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6434966.500000 Penalty: 5374.229004
	Iteration 24Q: 3 clusters Score -6434966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6434966.500000 Penalty: 5374.229004
	Iteration 25F: 3 clusters Score -6434966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -49899.894531 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -49899.89 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 282 members 
Entering Unmasked Estep 
Score: -48446.808594 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -48446.81 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48949.777344 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -48949.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49226.574219 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -49226.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49346.937500 Penalty: 3139.541504
	Iteration 3F: 3 clusters Score -49346.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49433.132812 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -49433.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49563.484375 Penalty: 3139.541504
	Iteration 5F: 3 clusters Score -49563.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49704.507812 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -49704.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49789.921875 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -49789.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49827.816406 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -49827.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49881.507812 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -49881.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49942.976562 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -49942.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50035.773438 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -50035.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50101.625000 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -50101.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50117.082031 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -50117.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50123.175781 Penalty: 3139.541504
	Iteration 14Q: 3 clusters Score -50123.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50127.730469 Penalty: 3139.541504
	Iteration 15Q: 3 clusters Score -50127.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50127.730469 Penalty: 3139.541504
	Iteration 16F: 3 clusters Score -50127.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 603 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Mstep: Class 43 contains 192744 members 
Mstep: Class 44 contains 2391 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 136 members 
Entering Unmasked Estep 
Score: -141994224.000000 Penalty: 159404.984375
Splitting cluster 27 changes total score from -141993264.000000 to -141994224.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 28 (33052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Entering Unmasked Estep 
Score: -4094200.000000 Penalty: 2580.647705
	Iteration 0F: 2 clusters Score -4094200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4071679.250000 Penalty: 5161.295410
	Iteration 0F: 3 clusters Score -4071679 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4079735.000000 Penalty: 5161.295410
	Iteration 1F: 3 clusters Score -4079735 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4080253.000000 Penalty: 5161.295410
	Iteration 2Q: 3 clusters Score -4080253 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4080761.000000 Penalty: 5161.295410
	Iteration 3Q: 3 clusters Score -4080761 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4081317.750000 Penalty: 5161.295410
	Iteration 4Q: 3 clusters Score -4081318 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4081904.750000 Penalty: 5161.295410
	Iteration 5Q: 3 clusters Score -4081905 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4082594.000000 Penalty: 5161.295410
	Iteration 6Q: 3 clusters Score -4082594 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4083324.750000 Penalty: 5161.295410
	Iteration 7Q: 3 clusters Score -4083325 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4084124.250000 Penalty: 5161.295410
	Iteration 8Q: 3 clusters Score -4084124 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -4085010.000000 Penalty: 5161.295410
	Iteration 9Q: 3 clusters Score -4085010 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4085879.750000 Penalty: 5161.295410
	Iteration 10Q: 3 clusters Score -4085880 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4086648.750000 Penalty: 5161.295410
	Iteration 11Q: 3 clusters Score -4086649 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4087248.000000 Penalty: 5161.295410
	Iteration 12Q: 3 clusters Score -4087248 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4087704.500000 Penalty: 5161.295410
	Iteration 13Q: 3 clusters Score -4087704 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4088046.500000 Penalty: 5161.295410
	Iteration 14Q: 3 clusters Score -4088046 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4088326.000000 Penalty: 5161.295410
	Iteration 15Q: 3 clusters Score -4088326 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4088581.000000 Penalty: 5161.295410
	Iteration 16Q: 3 clusters Score -4088581 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4088904.750000 Penalty: 5161.295410
	Iteration 17Q: 3 clusters Score -4088905 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -4089195.750000 Penalty: 5161.295410
	Iteration 18Q: 3 clusters Score -4089196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4089467.500000 Penalty: 5161.295410
	Iteration 19Q: 3 clusters Score -4089468 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4089800.500000 Penalty: 5161.295410
	Iteration 20F: 3 clusters Score -4089800 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4090096.000000 Penalty: 5161.295410
	Iteration 21Q: 3 clusters Score -4090096 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4090399.000000 Penalty: 5161.295410
	Iteration 22Q: 3 clusters Score -4090399 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4090720.750000 Penalty: 5161.295410
	Iteration 23Q: 3 clusters Score -4090721 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4091057.500000 Penalty: 5161.295410
	Iteration 24Q: 3 clusters Score -4091058 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4091367.250000 Penalty: 5161.295410
	Iteration 25Q: 3 clusters Score -4091367 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4091626.000000 Penalty: 5161.295410
	Iteration 26Q: 3 clusters Score -4091626 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4091835.500000 Penalty: 5161.295410
	Iteration 27Q: 3 clusters Score -4091836 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4092003.750000 Penalty: 5161.295410
	Iteration 28Q: 3 clusters Score -4092004 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4092130.750000 Penalty: 5161.295410
	Iteration 29Q: 3 clusters Score -4092131 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4092220.000000 Penalty: 5161.295410
	Iteration 30Q: 3 clusters Score -4092220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4092267.250000 Penalty: 5161.295410
	Iteration 31Q: 3 clusters Score -4092267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4092332.500000 Penalty: 5161.295410
	Iteration 32Q: 3 clusters Score -4092332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4092374.250000 Penalty: 5161.295410
	Iteration 33Q: 3 clusters Score -4092374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4092416.250000 Penalty: 5161.295410
	Iteration 34Q: 3 clusters Score -4092416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4092431.500000 Penalty: 5161.295410
	Iteration 35Q: 3 clusters Score -4092432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4092428.750000 Penalty: 5161.295410
	Iteration 36Q: 3 clusters Score -4092429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4092446.000000 Penalty: 5161.295410
	Iteration 37Q: 3 clusters Score -4092446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4092451.500000 Penalty: 5161.295410
	Iteration 38Q: 3 clusters Score -4092452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4092456.750000 Penalty: 5161.295410
	Iteration 39Q: 3 clusters Score -4092457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4092458.250000 Penalty: 5161.295410
	Iteration 40F: 3 clusters Score -4092458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4092470.500000 Penalty: 5161.295410
	Iteration 41Q: 3 clusters Score -4092470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4092469.000000 Penalty: 5161.295410
	Iteration 42Q: 3 clusters Score -4092469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4092475.500000 Penalty: 5161.295410
	Iteration 43Q: 3 clusters Score -4092476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4092473.750000 Penalty: 5161.295410
	Iteration 44Q: 3 clusters Score -4092474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4092485.000000 Penalty: 5161.295410
	Iteration 45Q: 3 clusters Score -4092485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4092483.250000 Penalty: 5161.295410
	Iteration 46Q: 3 clusters Score -4092483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4092483.250000 Penalty: 5161.295410
	Iteration 47Q: 3 clusters Score -4092483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4092484.000000 Penalty: 5161.295410
	Iteration 48Q: 3 clusters Score -4092484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4092483.250000 Penalty: 5161.295410
	Iteration 49Q: 3 clusters Score -4092483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4092485.250000 Penalty: 5161.295410
	Iteration 50Q: 3 clusters Score -4092485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4092488.750000 Penalty: 5161.295410
	Iteration 51Q: 3 clusters Score -4092489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4092488.250000 Penalty: 5161.295410
	Iteration 52Q: 3 clusters Score -4092488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4092488.250000 Penalty: 5161.295410
	Iteration 53F: 3 clusters Score -4092488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -58998.886719 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -58998.89 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 299 members 
Entering Unmasked Estep 
Score: -57523.765625 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -57523.77 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57955.285156 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -57955.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58413.500000 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -58413.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58943.144531 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -58943.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59242.871094 Penalty: 3175.350830
	Iteration 4F: 3 clusters Score -59242.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59408.261719 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -59408.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59556.925781 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -59556.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59652.128906 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -59652.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59680.984375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -59680.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59685.457031 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -59685.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59690.371094 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -59690.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59697.031250 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -59697.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59697.031250 Penalty: 3175.350830
	Iteration 12F: 3 clusters Score -59697.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 117 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 828 members 
Mstep: Class 43 contains 192744 members 
Mstep: Class 44 contains 2391 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 136 members 
Mstep: Class 47 contains 486 members 
Entering Unmasked Estep 
Score: -141993328.000000 Penalty: 162870.312500
Splitting cluster 29 changes total score from -141993264.000000 to -141993328.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (6071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Entering Unmasked Estep 
Score: -685086.125000 Penalty: 2160.397217
	Iteration 0F: 2 clusters Score -685086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -679934.125000 Penalty: 4320.794434
	Iteration 0F: 3 clusters Score -679934.1 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -681462.125000 Penalty: 4320.794434
	Iteration 1F: 3 clusters Score -681462.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -681862.687500 Penalty: 4320.794434
	Iteration 2F: 3 clusters Score -681862.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -682185.875000 Penalty: 4320.794434
	Iteration 3F: 3 clusters Score -682185.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -682585.875000 Penalty: 4320.794434
	Iteration 4F: 3 clusters Score -682585.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -683015.500000 Penalty: 4320.794434
	Iteration 5F: 3 clusters Score -683015.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -683351.375000 Penalty: 4320.794434
	Iteration 6F: 3 clusters Score -683351.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -683614.250000 Penalty: 4320.794434
	Iteration 7Q: 3 clusters Score -683614.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -683838.187500 Penalty: 4320.794434
	Iteration 8Q: 3 clusters Score -683838.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -684022.437500 Penalty: 4320.794434
	Iteration 9Q: 3 clusters Score -684022.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -684183.250000 Penalty: 4320.794434
	Iteration 10Q: 3 clusters Score -684183.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -684282.937500 Penalty: 4320.794434
	Iteration 11Q: 3 clusters Score -684282.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -684356.812500 Penalty: 4320.794434
	Iteration 12Q: 3 clusters Score -684356.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -684410.000000 Penalty: 4320.794434
	Iteration 13Q: 3 clusters Score -684410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -684450.312500 Penalty: 4320.794434
	Iteration 14Q: 3 clusters Score -684450.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -684477.875000 Penalty: 4320.794434
	Iteration 15Q: 3 clusters Score -684477.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -684500.875000 Penalty: 4320.794434
	Iteration 16Q: 3 clusters Score -684500.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -684520.500000 Penalty: 4320.794434
	Iteration 17Q: 3 clusters Score -684520.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -684531.375000 Penalty: 4320.794434
	Iteration 18Q: 3 clusters Score -684531.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -684542.937500 Penalty: 4320.794434
	Iteration 19Q: 3 clusters Score -684542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -684548.875000 Penalty: 4320.794434
	Iteration 20F: 3 clusters Score -684548.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -684559.312500 Penalty: 4320.794434
	Iteration 21Q: 3 clusters Score -684559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -684567.312500 Penalty: 4320.794434
	Iteration 22Q: 3 clusters Score -684567.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -684580.000000 Penalty: 4320.794434
	Iteration 23Q: 3 clusters Score -684580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -684584.562500 Penalty: 4320.794434
	Iteration 24Q: 3 clusters Score -684584.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -684587.875000 Penalty: 4320.794434
	Iteration 25Q: 3 clusters Score -684587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -684589.875000 Penalty: 4320.794434
	Iteration 26Q: 3 clusters Score -684589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -684592.250000 Penalty: 4320.794434
	Iteration 27Q: 3 clusters Score -684592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -684592.937500 Penalty: 4320.794434
	Iteration 28Q: 3 clusters Score -684592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -684594.062500 Penalty: 4320.794434
	Iteration 29Q: 3 clusters Score -684594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -684594.812500 Penalty: 4320.794434
	Iteration 30Q: 3 clusters Score -684594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -684594.812500 Penalty: 4320.794434
	Iteration 31F: 3 clusters Score -684594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (172772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Entering Unmasked Estep 
Score: -21356326.000000 Penalty: 2990.812500
	Iteration 0F: 2 clusters Score -2.135633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -21241240.000000 Penalty: 5981.625000
	Iteration 0F: 3 clusters Score -2.124124e+07 nChanged 82577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -21289292.000000 Penalty: 5981.625000
	Iteration 1F: 3 clusters Score -2.128929e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -21290708.000000 Penalty: 5981.625000
	Iteration 2Q: 3 clusters Score -2.129071e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -21292456.000000 Penalty: 5981.625000
	Iteration 3Q: 3 clusters Score -2.129246e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -21294714.000000 Penalty: 5981.625000
	Iteration 4Q: 3 clusters Score -2.129471e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -21298064.000000 Penalty: 5981.625000
	Iteration 5Q: 3 clusters Score -2.129806e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 109343 members 
Entering Unmasked Estep 
Score: -21303028.000000 Penalty: 5981.625000
	Iteration 6F: 3 clusters Score -2.130303e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -21310862.000000 Penalty: 5981.625000
	Iteration 7F: 3 clusters Score -2.131086e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 131506 members 
Entering Unmasked Estep 
Score: -21320798.000000 Penalty: 5981.625000
	Iteration 8F: 3 clusters Score -2.13208e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -21330538.000000 Penalty: 5981.625000
	Iteration 9F: 3 clusters Score -2.133054e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 151825 members 
Entering Unmasked Estep 
Score: -21338096.000000 Penalty: 5981.625000
	Iteration 10F: 3 clusters Score -2.13381e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 158504 members 
Entering Unmasked Estep 
Score: -21343628.000000 Penalty: 5981.625000
	Iteration 11Q: 3 clusters Score -2.134363e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -21347844.000000 Penalty: 5981.625000
	Iteration 12Q: 3 clusters Score -2.134784e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -21350570.000000 Penalty: 5981.625000
	Iteration 13Q: 3 clusters Score -2.135057e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -21352076.000000 Penalty: 5981.625000
	Iteration 14Q: 3 clusters Score -2.135208e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -21352832.000000 Penalty: 5981.625000
	Iteration 15Q: 3 clusters Score -2.135283e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 169562 members 
Entering Unmasked Estep 
Score: -21353132.000000 Penalty: 5981.625000
	Iteration 16Q: 3 clusters Score -2.135313e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 169981 members 
Entering Unmasked Estep 
Score: -21353400.000000 Penalty: 5981.625000
	Iteration 17Q: 3 clusters Score -2.13534e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -21353496.000000 Penalty: 5981.625000
	Iteration 18Q: 3 clusters Score -2.13535e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -21353576.000000 Penalty: 5981.625000
	Iteration 19Q: 3 clusters Score -2.135358e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -21353686.000000 Penalty: 5981.625000
	Iteration 20F: 3 clusters Score -2.135369e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -21353700.000000 Penalty: 5981.625000
	Iteration 21Q: 3 clusters Score -2.13537e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -21353750.000000 Penalty: 5981.625000
	Iteration 22Q: 3 clusters Score -2.135375e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -21353740.000000 Penalty: 5981.625000
	Iteration 23Q: 3 clusters Score -2.135374e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -21353774.000000 Penalty: 5981.625000
	Iteration 24Q: 3 clusters Score -2.135377e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -21353770.000000 Penalty: 5981.625000
	Iteration 25Q: 3 clusters Score -2.135377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 171096 members 
Entering Unmasked Estep 
Score: -21353808.000000 Penalty: 5981.625000
	Iteration 26Q: 3 clusters Score -2.135381e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -21353828.000000 Penalty: 5981.625000
	Iteration 27Q: 3 clusters Score -2.135383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -21353850.000000 Penalty: 5981.625000
	Iteration 28Q: 3 clusters Score -2.135385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -21353868.000000 Penalty: 5981.625000
	Iteration 29Q: 3 clusters Score -2.135387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -21353894.000000 Penalty: 5981.625000
	Iteration 30Q: 3 clusters Score -2.135389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -21353914.000000 Penalty: 5981.625000
	Iteration 31Q: 3 clusters Score -2.135391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -21353918.000000 Penalty: 5981.625000
	Iteration 32Q: 3 clusters Score -2.135392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 171291 members 
Entering Unmasked Estep 
Score: -21353918.000000 Penalty: 5981.625000
	Iteration 33Q: 3 clusters Score -2.135392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 171312 members 
Entering Unmasked Estep 
Score: -21353924.000000 Penalty: 5981.625000
	Iteration 34Q: 3 clusters Score -2.135392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -21353922.000000 Penalty: 5981.625000
	Iteration 35Q: 3 clusters Score -2.135392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -21353944.000000 Penalty: 5981.625000
	Iteration 36Q: 3 clusters Score -2.135394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -21353962.000000 Penalty: 5981.625000
	Iteration 37Q: 3 clusters Score -2.135396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -21353966.000000 Penalty: 5981.625000
	Iteration 38Q: 3 clusters Score -2.135397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -21353962.000000 Penalty: 5981.625000
	Iteration 39Q: 3 clusters Score -2.135396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -21353982.000000 Penalty: 5981.625000
	Iteration 40F: 3 clusters Score -2.135398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -21353992.000000 Penalty: 5981.625000
	Iteration 41Q: 3 clusters Score -2.135399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -21354006.000000 Penalty: 5981.625000
	Iteration 42Q: 3 clusters Score -2.135401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -21354006.000000 Penalty: 5981.625000
	Iteration 43Q: 3 clusters Score -2.135401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -21354008.000000 Penalty: 5981.625000
	Iteration 44Q: 3 clusters Score -2.135401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171438 members 
Entering Unmasked Estep 
Score: -21354018.000000 Penalty: 5981.625000
	Iteration 45Q: 3 clusters Score -2.135402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -21354018.000000 Penalty: 5981.625000
	Iteration 46Q: 3 clusters Score -2.135402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -21354018.000000 Penalty: 5981.625000
	Iteration 47Q: 3 clusters Score -2.135402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -21354014.000000 Penalty: 5981.625000
	Iteration 48Q: 3 clusters Score -2.135401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -21354000.000000 Penalty: 5981.625000
	Iteration 49Q: 3 clusters Score -2.1354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -21354018.000000 Penalty: 5981.625000
	Iteration 50Q: 3 clusters Score -2.135402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -21354022.000000 Penalty: 5981.625000
	Iteration 51Q: 3 clusters Score -2.135402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -21354024.000000 Penalty: 5981.625000
	Iteration 52Q: 3 clusters Score -2.135402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -21354028.000000 Penalty: 5981.625000
	Iteration 53Q: 3 clusters Score -2.135403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -21354044.000000 Penalty: 5981.625000
	Iteration 54Q: 3 clusters Score -2.135404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -21354040.000000 Penalty: 5981.625000
	Iteration 55Q: 3 clusters Score -2.135404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -21354040.000000 Penalty: 5981.625000
	Iteration 56Q: 3 clusters Score -2.135404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -21354034.000000 Penalty: 5981.625000
	Iteration 57Q: 3 clusters Score -2.135403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -21354032.000000 Penalty: 5981.625000
	Iteration 58Q: 3 clusters Score -2.135403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -21354032.000000 Penalty: 5981.625000
	Iteration 59F: 3 clusters Score -2.135403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -62444.625000 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -62444.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60943.730469 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -60943.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61225.199219 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -61225.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61335.214844 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -61335.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61411.609375 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -61411.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61469.199219 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -61469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61501.605469 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -61501.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61539.234375 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -61539.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61556.000000 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -61556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61557.699219 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -61557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61557.699219 Penalty: 3116.004150
	Iteration 9F: 3 clusters Score -61557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73692.304688 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -73692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72035.781250 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -72035.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72262.757812 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -72262.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72362.875000 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -72362.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72437.789062 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -72437.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72477.851562 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -72477.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72523.476562 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -72523.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72547.250000 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -72547.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72561.546875 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -72561.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72568.132812 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -72568.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72570.007812 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -72570.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72575.937500 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -72575.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72591.203125 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -72591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72605.875000 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -72605.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72625.359375 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -72625.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72646.187500 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -72646.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72662.679688 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -72662.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72679.750000 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -72679.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72682.906250 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -72682.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72686.023438 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -72686.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72687.617188 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -72687.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72689.835938 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -72689.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -544040.500000 Penalty: 2092.822021
	Iteration 0F: 2 clusters Score -544040.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -539789.562500 Penalty: 4185.644043
	Iteration 0F: 3 clusters Score -539789.6 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -540858.625000 Penalty: 4185.644043
	Iteration 1F: 3 clusters Score -540858.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -541130.000000 Penalty: 4185.644043
	Iteration 2F: 3 clusters Score -541130 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -541317.750000 Penalty: 4185.644043
	Iteration 3F: 3 clusters Score -541317.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -541492.875000 Penalty: 4185.644043
	Iteration 4F: 3 clusters Score -541492.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -541652.000000 Penalty: 4185.644043
	Iteration 5Q: 3 clusters Score -541652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -541840.750000 Penalty: 4185.644043
	Iteration 6Q: 3 clusters Score -541840.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -542013.937500 Penalty: 4185.644043
	Iteration 7Q: 3 clusters Score -542013.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -542136.625000 Penalty: 4185.644043
	Iteration 8Q: 3 clusters Score -542136.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -542241.125000 Penalty: 4185.644043
	Iteration 9Q: 3 clusters Score -542241.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -542331.937500 Penalty: 4185.644043
	Iteration 10Q: 3 clusters Score -542331.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -542400.562500 Penalty: 4185.644043
	Iteration 11Q: 3 clusters Score -542400.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -542447.500000 Penalty: 4185.644043
	Iteration 12Q: 3 clusters Score -542447.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -542498.625000 Penalty: 4185.644043
	Iteration 13Q: 3 clusters Score -542498.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -542528.000000 Penalty: 4185.644043
	Iteration 14Q: 3 clusters Score -542528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -542552.312500 Penalty: 4185.644043
	Iteration 15Q: 3 clusters Score -542552.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -542568.562500 Penalty: 4185.644043
	Iteration 16Q: 3 clusters Score -542568.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -542579.687500 Penalty: 4185.644043
	Iteration 17Q: 3 clusters Score -542579.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -542591.625000 Penalty: 4185.644043
	Iteration 18Q: 3 clusters Score -542591.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -542603.937500 Penalty: 4185.644043
	Iteration 19Q: 3 clusters Score -542603.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -542617.187500 Penalty: 4185.644043
	Iteration 20F: 3 clusters Score -542617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -542629.875000 Penalty: 4185.644043
	Iteration 21Q: 3 clusters Score -542629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -542640.312500 Penalty: 4185.644043
	Iteration 22Q: 3 clusters Score -542640.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -542645.875000 Penalty: 4185.644043
	Iteration 23Q: 3 clusters Score -542645.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -542653.500000 Penalty: 4185.644043
	Iteration 24Q: 3 clusters Score -542653.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -542657.687500 Penalty: 4185.644043
	Iteration 25Q: 3 clusters Score -542657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -542661.437500 Penalty: 4185.644043
	Iteration 26Q: 3 clusters Score -542661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -542665.187500 Penalty: 4185.644043
	Iteration 27Q: 3 clusters Score -542665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -542668.437500 Penalty: 4185.644043
	Iteration 28Q: 3 clusters Score -542668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -542672.250000 Penalty: 4185.644043
	Iteration 29Q: 3 clusters Score -542672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -542673.125000 Penalty: 4185.644043
	Iteration 30Q: 3 clusters Score -542673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -542673.875000 Penalty: 4185.644043
	Iteration 31Q: 3 clusters Score -542673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -542673.750000 Penalty: 4185.644043
	Iteration 32Q: 3 clusters Score -542673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -542677.250000 Penalty: 4185.644043
	Iteration 33Q: 3 clusters Score -542677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -542677.250000 Penalty: 4185.644043
	Iteration 34F: 3 clusters Score -542677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Entering Unmasked Estep 
Score: -4307535.000000 Penalty: 2593.756104
	Iteration 0F: 2 clusters Score -4307535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4283851.500000 Penalty: 5187.512207
	Iteration 0F: 3 clusters Score -4283852 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4292786.500000 Penalty: 5187.512207
	Iteration 1F: 3 clusters Score -4292786 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4293465.500000 Penalty: 5187.512207
	Iteration 2F: 3 clusters Score -4293466 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4294234.500000 Penalty: 5187.512207
	Iteration 3Q: 3 clusters Score -4294234 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4295169.000000 Penalty: 5187.512207
	Iteration 4F: 3 clusters Score -4295169 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4296417.500000 Penalty: 5187.512207
	Iteration 5F: 3 clusters Score -4296418 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4298032.000000 Penalty: 5187.512207
	Iteration 6F: 3 clusters Score -4298032 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4299894.000000 Penalty: 5187.512207
	Iteration 7F: 3 clusters Score -4299894 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4301796.000000 Penalty: 5187.512207
	Iteration 8F: 3 clusters Score -4301796 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4303241.000000 Penalty: 5187.512207
	Iteration 9Q: 3 clusters Score -4303241 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4304223.000000 Penalty: 5187.512207
	Iteration 10Q: 3 clusters Score -4304223 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4304803.000000 Penalty: 5187.512207
	Iteration 11Q: 3 clusters Score -4304803 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4305211.500000 Penalty: 5187.512207
	Iteration 12Q: 3 clusters Score -4305212 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4305470.000000 Penalty: 5187.512207
	Iteration 13Q: 3 clusters Score -4305470 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4305652.500000 Penalty: 5187.512207
	Iteration 14Q: 3 clusters Score -4305652 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4305812.500000 Penalty: 5187.512207
	Iteration 15Q: 3 clusters Score -4305812 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4305938.000000 Penalty: 5187.512207
	Iteration 16Q: 3 clusters Score -4305938 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4306016.500000 Penalty: 5187.512207
	Iteration 17Q: 3 clusters Score -4306016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4306073.000000 Penalty: 5187.512207
	Iteration 18Q: 3 clusters Score -4306073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4306126.500000 Penalty: 5187.512207
	Iteration 19Q: 3 clusters Score -4306126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4306201.000000 Penalty: 5187.512207
	Iteration 20F: 3 clusters Score -4306201 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4306258.500000 Penalty: 5187.512207
	Iteration 21Q: 3 clusters Score -4306258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4306278.500000 Penalty: 5187.512207
	Iteration 22Q: 3 clusters Score -4306278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4306296.000000 Penalty: 5187.512207
	Iteration 23Q: 3 clusters Score -4306296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4306300.500000 Penalty: 5187.512207
	Iteration 24Q: 3 clusters Score -4306300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4306309.500000 Penalty: 5187.512207
	Iteration 25Q: 3 clusters Score -4306310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4306322.000000 Penalty: 5187.512207
	Iteration 26Q: 3 clusters Score -4306322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4306326.000000 Penalty: 5187.512207
	Iteration 27Q: 3 clusters Score -4306326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4306319.500000 Penalty: 5187.512207
	Iteration 28Q: 3 clusters Score -4306320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4306315.500000 Penalty: 5187.512207
	Iteration 29Q: 3 clusters Score -4306316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4306317.500000 Penalty: 5187.512207
	Iteration 30Q: 3 clusters Score -4306318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4306318.000000 Penalty: 5187.512207
	Iteration 31Q: 3 clusters Score -4306318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4306318.500000 Penalty: 5187.512207
	Iteration 32Q: 3 clusters Score -4306318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4306321.000000 Penalty: 5187.512207
	Iteration 33Q: 3 clusters Score -4306321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4306321.000000 Penalty: 5187.512207
	Iteration 34Q: 3 clusters Score -4306321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4306323.000000 Penalty: 5187.512207
	Iteration 35Q: 3 clusters Score -4306323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4306322.000000 Penalty: 5187.512207
	Iteration 36Q: 3 clusters Score -4306322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4306322.500000 Penalty: 5187.512207
	Iteration 37Q: 3 clusters Score -4306322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4306326.000000 Penalty: 5187.512207
	Iteration 38Q: 3 clusters Score -4306326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4306324.500000 Penalty: 5187.512207
	Iteration 39Q: 3 clusters Score -4306324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4306329.000000 Penalty: 5187.512207
	Iteration 40F: 3 clusters Score -4306329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4306328.500000 Penalty: 5187.512207
	Iteration 41Q: 3 clusters Score -4306328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4306326.000000 Penalty: 5187.512207
	Iteration 42Q: 3 clusters Score -4306326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4306325.000000 Penalty: 5187.512207
	Iteration 43Q: 3 clusters Score -4306325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4306332.000000 Penalty: 5187.512207
	Iteration 44Q: 3 clusters Score -4306332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4306331.000000 Penalty: 5187.512207
	Iteration 45Q: 3 clusters Score -4306331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4306337.000000 Penalty: 5187.512207
	Iteration 46Q: 3 clusters Score -4306337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4306334.000000 Penalty: 5187.512207
	Iteration 47Q: 3 clusters Score -4306334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4306334.000000 Penalty: 5187.512207
	Iteration 48F: 3 clusters Score -4306334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Entering Unmasked Estep 
Score: -2008867.750000 Penalty: 2397.527344
	Iteration 0F: 2 clusters Score -2008868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1997524.875000 Penalty: 4795.054688
	Iteration 0F: 3 clusters Score -1997525 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2001201.375000 Penalty: 4795.054688
	Iteration 1F: 3 clusters Score -2001201 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2001668.125000 Penalty: 4795.054688
	Iteration 2F: 3 clusters Score -2001668 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2002076.000000 Penalty: 4795.054688
	Iteration 3F: 3 clusters Score -2002076 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2002538.875000 Penalty: 4795.054688
	Iteration 4Q: 3 clusters Score -2002539 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2003161.000000 Penalty: 4795.054688
	Iteration 5F: 3 clusters Score -2003161 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2003933.750000 Penalty: 4795.054688
	Iteration 6F: 3 clusters Score -2003934 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2004668.750000 Penalty: 4795.054688
	Iteration 7F: 3 clusters Score -2004669 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2005276.625000 Penalty: 4795.054688
	Iteration 8F: 3 clusters Score -2005277 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2005845.375000 Penalty: 4795.054688
	Iteration 9F: 3 clusters Score -2005845 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2006294.625000 Penalty: 4795.054688
	Iteration 10Q: 3 clusters Score -2006295 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2006700.625000 Penalty: 4795.054688
	Iteration 11Q: 3 clusters Score -2006701 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2007036.625000 Penalty: 4795.054688
	Iteration 12Q: 3 clusters Score -2007037 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2007309.750000 Penalty: 4795.054688
	Iteration 13Q: 3 clusters Score -2007310 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2007533.250000 Penalty: 4795.054688
	Iteration 14Q: 3 clusters Score -2007533 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2007750.125000 Penalty: 4795.054688
	Iteration 15Q: 3 clusters Score -2007750 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2007934.625000 Penalty: 4795.054688
	Iteration 16Q: 3 clusters Score -2007935 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2008093.625000 Penalty: 4795.054688
	Iteration 17Q: 3 clusters Score -2008094 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2008206.750000 Penalty: 4795.054688
	Iteration 18Q: 3 clusters Score -2008207 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2008295.875000 Penalty: 4795.054688
	Iteration 19Q: 3 clusters Score -2008296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2008364.750000 Penalty: 4795.054688
	Iteration 20F: 3 clusters Score -2008365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2008407.625000 Penalty: 4795.054688
	Iteration 21Q: 3 clusters Score -2008408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2008438.125000 Penalty: 4795.054688
	Iteration 22Q: 3 clusters Score -2008438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2008455.000000 Penalty: 4795.054688
	Iteration 23Q: 3 clusters Score -2008455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2008470.375000 Penalty: 4795.054688
	Iteration 24Q: 3 clusters Score -2008470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2008482.125000 Penalty: 4795.054688
	Iteration 25Q: 3 clusters Score -2008482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2008493.500000 Penalty: 4795.054688
	Iteration 26Q: 3 clusters Score -2008494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2008505.250000 Penalty: 4795.054688
	Iteration 27Q: 3 clusters Score -2008505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2008513.000000 Penalty: 4795.054688
	Iteration 28Q: 3 clusters Score -2008513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2008512.250000 Penalty: 4795.054688
	Iteration 29Q: 3 clusters Score -2008512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2008515.500000 Penalty: 4795.054688
	Iteration 30Q: 3 clusters Score -2008516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2008526.625000 Penalty: 4795.054688
	Iteration 31Q: 3 clusters Score -2008527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2008527.875000 Penalty: 4795.054688
	Iteration 32Q: 3 clusters Score -2008528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2008530.250000 Penalty: 4795.054688
	Iteration 33Q: 3 clusters Score -2008530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2008533.625000 Penalty: 4795.054688
	Iteration 34Q: 3 clusters Score -2008534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2008537.750000 Penalty: 4795.054688
	Iteration 35Q: 3 clusters Score -2008538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2008540.875000 Penalty: 4795.054688
	Iteration 36Q: 3 clusters Score -2008541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2008541.750000 Penalty: 4795.054688
	Iteration 37Q: 3 clusters Score -2008542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2008546.250000 Penalty: 4795.054688
	Iteration 38Q: 3 clusters Score -2008546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2008545.250000 Penalty: 4795.054688
	Iteration 39Q: 3 clusters Score -2008545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2008549.125000 Penalty: 4795.054688
	Iteration 40F: 3 clusters Score -2008549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2008549.000000 Penalty: 4795.054688
	Iteration 41Q: 3 clusters Score -2008549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2008548.875000 Penalty: 4795.054688
	Iteration 42Q: 3 clusters Score -2008549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2008548.125000 Penalty: 4795.054688
	Iteration 43Q: 3 clusters Score -2008548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2008547.500000 Penalty: 4795.054688
	Iteration 44Q: 3 clusters Score -2008548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2008547.500000 Penalty: 4795.054688
	Iteration 45F: 3 clusters Score -2008548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -107825.367188 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -107825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106006.296875 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -106006.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106263.875000 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -106263.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106324.312500 Penalty: 3389.718018
	Iteration 2Q: 3 clusters Score -106324.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106359.937500 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -106359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106385.320312 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -106385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -106402.601562 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -106402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -106414.390625 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -106414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106419.835938 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -106419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106423.484375 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -106423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -106426.546875 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -106426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106427.382812 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -106427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106427.382812 Penalty: 3389.718018
	Iteration 11F: 3 clusters Score -106427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -1188923.750000 Penalty: 2279.533447
	Iteration 0F: 2 clusters Score -1188924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1181326.750000 Penalty: 4559.066895
	Iteration 0F: 3 clusters Score -1181327 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1183905.125000 Penalty: 4559.066895
	Iteration 1F: 3 clusters Score -1183905 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1184560.750000 Penalty: 4559.066895
	Iteration 2F: 3 clusters Score -1184561 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1185179.625000 Penalty: 4559.066895
	Iteration 3F: 3 clusters Score -1185180 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1185658.000000 Penalty: 4559.066895
	Iteration 4F: 3 clusters Score -1185658 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1186045.750000 Penalty: 4559.066895
	Iteration 5F: 3 clusters Score -1186046 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1186301.125000 Penalty: 4559.066895
	Iteration 6Q: 3 clusters Score -1186301 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1186456.875000 Penalty: 4559.066895
	Iteration 7Q: 3 clusters Score -1186457 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1186547.500000 Penalty: 4559.066895
	Iteration 8Q: 3 clusters Score -1186548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1186602.875000 Penalty: 4559.066895
	Iteration 9Q: 3 clusters Score -1186603 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1186636.500000 Penalty: 4559.066895
	Iteration 10Q: 3 clusters Score -1186636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1186665.125000 Penalty: 4559.066895
	Iteration 11Q: 3 clusters Score -1186665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1186684.875000 Penalty: 4559.066895
	Iteration 12Q: 3 clusters Score -1186685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1186703.250000 Penalty: 4559.066895
	Iteration 13Q: 3 clusters Score -1186703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1186713.375000 Penalty: 4559.066895
	Iteration 14Q: 3 clusters Score -1186713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1186721.875000 Penalty: 4559.066895
	Iteration 15Q: 3 clusters Score -1186722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1186728.625000 Penalty: 4559.066895
	Iteration 16Q: 3 clusters Score -1186729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1186734.875000 Penalty: 4559.066895
	Iteration 17Q: 3 clusters Score -1186735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1186739.875000 Penalty: 4559.066895
	Iteration 18Q: 3 clusters Score -1186740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1186744.750000 Penalty: 4559.066895
	Iteration 19Q: 3 clusters Score -1186745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1186747.000000 Penalty: 4559.066895
	Iteration 20F: 3 clusters Score -1186747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1186749.000000 Penalty: 4559.066895
	Iteration 21Q: 3 clusters Score -1186749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1186750.000000 Penalty: 4559.066895
	Iteration 22Q: 3 clusters Score -1186750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1186749.875000 Penalty: 4559.066895
	Iteration 23Q: 3 clusters Score -1186750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1186749.750000 Penalty: 4559.066895
	Iteration 24Q: 3 clusters Score -1186750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1186751.000000 Penalty: 4559.066895
	Iteration 25Q: 3 clusters Score -1186751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1186751.125000 Penalty: 4559.066895
	Iteration 26Q: 3 clusters Score -1186751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1186754.375000 Penalty: 4559.066895
	Iteration 27Q: 3 clusters Score -1186754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1186754.375000 Penalty: 4559.066895
	Iteration 28F: 3 clusters Score -1186754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -286164.312500 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -286164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283299.093750 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -283299.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -283841.125000 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -283841.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -283987.281250 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -283987.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -284070.093750 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -284070.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284123.500000 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -284123.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -284153.312500 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -284153.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284175.187500 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -284175.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284188.937500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -284188.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284199.718750 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -284199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284204.937500 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -284204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -284208.125000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -284208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284213.937500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -284213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -284215.812500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -284215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284217.093750 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -284217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284220.218750 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -284220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284222.468750 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -284222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -284223.843750 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -284223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284225.656250 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -284225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284226.062500 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -284226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284226.343750 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -284226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -284227.093750 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -284227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284227.250000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -284227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284227.718750 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -284227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -284227.843750 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -284227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -284227.843750 Penalty: 3837.857666
	Iteration 24F: 3 clusters Score -284227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -34704.960938 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -34704.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33347.773438 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -33347.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33455.929688 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -33455.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33519.562500 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -33519.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33549.476562 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -33549.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33569.570312 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -33569.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33587.476562 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -33587.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33601.605469 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -33601.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33604.187500 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -33604.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33604.187500 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -33604.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -109497.015625 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -109497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107644.375000 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -107644.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108117.546875 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -108117.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108394.750000 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -108394.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108670.828125 Penalty: 3441.869873
	Iteration 3F: 3 clusters Score -108670.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108875.625000 Penalty: 3441.869873
	Iteration 4F: 3 clusters Score -108875.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109087.281250 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -109087.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109276.554688 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -109276.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109323.593750 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -109323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -109348.039062 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -109348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109355.062500 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -109355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -109355.515625 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -109355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109357.828125 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -109357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109358.320312 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -109358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109358.320312 Penalty: 3441.869873
	Iteration 13F: 3 clusters Score -109358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -81257.234375 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -81257.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79728.695312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -79728.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80796.765625 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -80796.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81433.054688 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -81433.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81740.929688 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -81740.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82109.484375 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -82109.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82294.179688 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -82294.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82446.906250 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -82446.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82487.953125 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -82487.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82514.789062 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -82514.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82552.617188 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -82552.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82580.296875 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -82580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82607.562500 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -82607.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82677.898438 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -82677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82870.578125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -82870.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83299.117188 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -83299.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83303.453125 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -83303.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83308.617188 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -83308.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83312.914062 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -83312.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83326.015625 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -83326.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83327.289062 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -83327.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83327.289062 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -83327.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 117 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 550 members 
Mstep: Class 43 contains 192744 members 
Mstep: Class 44 contains 2391 members 
Mstep: Class 45 contains 1136 members 
Mstep: Class 46 contains 136 members 
Mstep: Class 47 contains 486 members 
Mstep: Class 48 contains 278 members 
Entering Unmasked Estep 
Score: -141993344.000000 Penalty: 166335.640625
Splitting cluster 42 changes total score from -141993264.000000 to -141993344.000000
So it's getting split into cluster 48.
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12456 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 318319 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39337 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 52469 members 
Mstep: Class 24 contains 7074 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 33052 members 
Mstep: Class 29 contains 117 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 172772 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4623 members 
Mstep: Class 35 contains 34846 members 
Mstep: Class 36 contains 15795 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9815 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 367 members 
Mstep: Class 41 contains 1032 members 
Mstep: Class 42 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997696.000000 Penalty: 166335.640625
Iteration 119Q: 49 clusters Score -1.419977e+08 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 14771 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 321021 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 10409 members 
Mstep: Class 12 contains 3650 members 
Mstep: Class 13 contains 21468 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39420 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 40045 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17986 members 
Mstep: Class 23 contains 52460 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 20292 members 
Mstep: Class 26 contains 50843 members 
Mstep: Class 27 contains 428 members 
Mstep: Class 28 contains 33097 members 
Mstep: Class 29 contains 117 members 
Mstep: Class 30 contains 6075 members 
Mstep: Class 31 contains 172937 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 34863 members 
Mstep: Class 36 contains 15874 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 550 members 
Mstep: Class 43 contains 187671 members 
Mstep: Class 44 contains 2280 members 
Mstep: Class 45 contains 1124 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001168.000000 Penalty: 166335.640625
Iteration 120F: 49 clusters Score -1.420012e+08 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 12461 members 
Mstep: Class 3 contains 14760 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 15361 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 321308 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 21482 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39203 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 39679 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17959 members 
Mstep: Class 23 contains 52451 members 
Mstep: Class 24 contains 6969 members 
Mstep: Class 25 contains 20189 members 
Mstep: Class 26 contains 50788 members 
Mstep: Class 27 contains 427 members 
Mstep: Class 28 contains 32885 members 
Mstep: Class 29 contains 138 members 
Mstep: Class 30 contains 6064 members 
Mstep: Class 31 contains 172264 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4608 members 
Mstep: Class 35 contains 34833 members 
Mstep: Class 36 contains 15844 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 9602 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 344 members 
Mstep: Class 41 contains 1030 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 188495 members 
Mstep: Class 44 contains 2434 members 
Mstep: Class 45 contains 1267 members 
Mstep: Class 46 contains 155 members 
Mstep: Class 47 contains 488 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004528.000000 Penalty: 166335.640625
Iteration 121Q: 49 clusters Score -1.420045e+08 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 12440 members 
Mstep: Class 3 contains 14750 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7621 members 
Mstep: Class 8 contains 321543 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 10348 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 21509 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 39405 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 1734 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17954 members 
Mstep: Class 23 contains 52437 members 
Mstep: Class 24 contains 6909 members 
Mstep: Class 25 contains 20132 members 
Mstep: Class 26 contains 50773 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 32748 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 6058 members 
Mstep: Class 31 contains 171571 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4592 members 
Mstep: Class 35 contains 34816 members 
Mstep: Class 36 contains 15835 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 9553 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 342 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 189069 members 
Mstep: Class 44 contains 2534 members 
Mstep: Class 45 contains 1336 members 
Mstep: Class 46 contains 143 members 
Mstep: Class 47 contains 492 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005280.000000 Penalty: 166335.640625
Iteration 122Q: 49 clusters Score -1.420053e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 14744 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 16183 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7616 members 
Mstep: Class 8 contains 321645 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 10344 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 21536 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 39000 members 
Mstep: Class 16 contains 11170 members 
Mstep: Class 17 contains 39160 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 23 contains 52407 members 
Mstep: Class 24 contains 6878 members 
Mstep: Class 25 contains 20102 members 
Mstep: Class 26 contains 50778 members 
Mstep: Class 27 contains 440 members 
Mstep: Class 28 contains 32658 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6057 members 
Mstep: Class 31 contains 170867 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4583 members 
Mstep: Class 35 contains 34819 members 
Mstep: Class 36 contains 15830 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 9506 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 343 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 189682 members 
Mstep: Class 44 contains 2594 members 
Mstep: Class 45 contains 1368 members 
Mstep: Class 46 contains 143 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005552.000000 Penalty: 166335.640625
Iteration 123Q: 49 clusters Score -1.420056e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 12418 members 
Mstep: Class 3 contains 14739 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 16475 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7610 members 
Mstep: Class 8 contains 321638 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 10 contains 4298 members 
Mstep: Class 11 contains 10330 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 21562 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38951 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 38977 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 23 contains 52375 members 
Mstep: Class 24 contains 6862 members 
Mstep: Class 25 contains 20096 members 
Mstep: Class 26 contains 50793 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 32573 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 170161 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4574 members 
Mstep: Class 35 contains 34831 members 
Mstep: Class 36 contains 15830 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 9466 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 347 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 190325 members 
Mstep: Class 44 contains 2637 members 
Mstep: Class 45 contains 1397 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005872.000000 Penalty: 166335.640625
Iteration 124Q: 49 clusters Score -1.420059e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 14731 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 16731 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 321566 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 4302 members 
Mstep: Class 11 contains 10325 members 
Mstep: Class 12 contains 4576 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38928 members 
Mstep: Class 16 contains 11149 members 
Mstep: Class 17 contains 38826 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17958 members 
Mstep: Class 23 contains 52342 members 
Mstep: Class 24 contains 6855 members 
Mstep: Class 25 contains 20105 members 
Mstep: Class 26 contains 50822 members 
Mstep: Class 27 contains 445 members 
Mstep: Class 28 contains 32500 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6048 members 
Mstep: Class 31 contains 169471 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4569 members 
Mstep: Class 35 contains 34852 members 
Mstep: Class 36 contains 15845 members 
Mstep: Class 37 contains 932 members 
Mstep: Class 38 contains 9435 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 348 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 190952 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 1417 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006432.000000 Penalty: 166335.640625
Iteration 125Q: 49 clusters Score -1.420064e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 16939 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 321463 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 4305 members 
Mstep: Class 11 contains 10320 members 
Mstep: Class 12 contains 4673 members 
Mstep: Class 13 contains 21608 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11142 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17964 members 
Mstep: Class 23 contains 52309 members 
Mstep: Class 24 contains 6845 members 
Mstep: Class 25 contains 20094 members 
Mstep: Class 26 contains 50850 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 32424 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6049 members 
Mstep: Class 31 contains 168793 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4565 members 
Mstep: Class 35 contains 34894 members 
Mstep: Class 36 contains 15843 members 
Mstep: Class 37 contains 932 members 
Mstep: Class 38 contains 9411 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 349 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 191649 members 
Mstep: Class 44 contains 2708 members 
Mstep: Class 45 contains 1430 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006672.000000 Penalty: 166335.640625
Iteration 126Q: 49 clusters Score -1.420067e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17107 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7594 members 
Mstep: Class 8 contains 321291 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 10319 members 
Mstep: Class 12 contains 4765 members 
Mstep: Class 13 contains 21623 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38899 members 
Mstep: Class 16 contains 11134 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17978 members 
Mstep: Class 23 contains 52270 members 
Mstep: Class 24 contains 6841 members 
Mstep: Class 25 contains 20070 members 
Mstep: Class 26 contains 50875 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32356 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6045 members 
Mstep: Class 31 contains 168093 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4563 members 
Mstep: Class 35 contains 34944 members 
Mstep: Class 36 contains 15853 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9390 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 350 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 192457 members 
Mstep: Class 44 contains 2748 members 
Mstep: Class 45 contains 1440 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006976.000000 Penalty: 166335.640625
Iteration 127Q: 49 clusters Score -1.42007e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 12383 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17235 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7593 members 
Mstep: Class 8 contains 321085 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 21630 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38875 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 38462 members 
Mstep: Class 18 contains 5115 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 17988 members 
Mstep: Class 23 contains 52233 members 
Mstep: Class 24 contains 6838 members 
Mstep: Class 25 contains 20067 members 
Mstep: Class 26 contains 50902 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32273 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6041 members 
Mstep: Class 31 contains 167382 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4557 members 
Mstep: Class 35 contains 34983 members 
Mstep: Class 36 contains 15852 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9375 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 351 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 193370 members 
Mstep: Class 44 contains 2773 members 
Mstep: Class 45 contains 1450 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 166335.640625
Iteration 128Q: 49 clusters Score -1.420078e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 12379 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17354 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 320890 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 4905 members 
Mstep: Class 13 contains 21642 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38869 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 38373 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18001 members 
Mstep: Class 23 contains 52178 members 
Mstep: Class 24 contains 6837 members 
Mstep: Class 25 contains 20060 members 
Mstep: Class 26 contains 50906 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32189 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6036 members 
Mstep: Class 31 contains 166754 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4552 members 
Mstep: Class 35 contains 35007 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 933 members 
Mstep: Class 38 contains 9365 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 194234 members 
Mstep: Class 44 contains 2803 members 
Mstep: Class 45 contains 1453 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007232.000000 Penalty: 166335.640625
Iteration 129Q: 49 clusters Score -1.420072e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17462 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7582 members 
Mstep: Class 8 contains 320660 members 
Mstep: Class 9 contains 6235 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38871 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 38277 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18006 members 
Mstep: Class 23 contains 52102 members 
Mstep: Class 24 contains 6834 members 
Mstep: Class 25 contains 20062 members 
Mstep: Class 26 contains 50913 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32118 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6030 members 
Mstep: Class 31 contains 166125 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4548 members 
Mstep: Class 35 contains 35022 members 
Mstep: Class 36 contains 15854 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9350 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 195134 members 
Mstep: Class 44 contains 2835 members 
Mstep: Class 45 contains 1455 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 130Q: 49 clusters Score -1.420071e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17545 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7581 members 
Mstep: Class 8 contains 320400 members 
Mstep: Class 9 contains 6228 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 21693 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38881 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 38213 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 52052 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 20059 members 
Mstep: Class 26 contains 50929 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32052 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6016 members 
Mstep: Class 31 contains 165536 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 35040 members 
Mstep: Class 36 contains 15858 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9339 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 195965 members 
Mstep: Class 44 contains 2862 members 
Mstep: Class 45 contains 1459 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006832.000000 Penalty: 166335.640625
Iteration 131Q: 49 clusters Score -1.420068e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 12402 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17603 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 320149 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 21725 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38885 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 38157 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 52026 members 
Mstep: Class 24 contains 6827 members 
Mstep: Class 25 contains 20058 members 
Mstep: Class 26 contains 50951 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 32009 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 165009 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 35063 members 
Mstep: Class 36 contains 15859 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9323 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 196694 members 
Mstep: Class 44 contains 2884 members 
Mstep: Class 45 contains 1461 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006848.000000 Penalty: 166335.640625
Iteration 132Q: 49 clusters Score -1.420068e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17630 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 319989 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 4314 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 5087 members 
Mstep: Class 13 contains 21756 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 38877 members 
Mstep: Class 16 contains 11113 members 
Mstep: Class 17 contains 38117 members 
Mstep: Class 18 contains 5106 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18022 members 
Mstep: Class 23 contains 51977 members 
Mstep: Class 24 contains 6825 members 
Mstep: Class 25 contains 20059 members 
Mstep: Class 26 contains 50957 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31976 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 164507 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35093 members 
Mstep: Class 36 contains 15871 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9316 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 197372 members 
Mstep: Class 44 contains 2906 members 
Mstep: Class 45 contains 1463 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006848.000000 Penalty: 166335.640625
Iteration 133Q: 49 clusters Score -1.420068e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17647 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 319918 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38873 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 38056 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18040 members 
Mstep: Class 23 contains 51904 members 
Mstep: Class 24 contains 6824 members 
Mstep: Class 25 contains 20067 members 
Mstep: Class 26 contains 50966 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31938 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 164037 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 35113 members 
Mstep: Class 36 contains 15873 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9310 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 197992 members 
Mstep: Class 44 contains 2923 members 
Mstep: Class 45 contains 1466 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006848.000000 Penalty: 166335.640625
Iteration 134Q: 49 clusters Score -1.420068e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17654 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 319871 members 
Mstep: Class 9 contains 6194 members 
Mstep: Class 10 contains 4316 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 21789 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38873 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 37997 members 
Mstep: Class 18 contains 5102 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 51856 members 
Mstep: Class 24 contains 6817 members 
Mstep: Class 25 contains 20075 members 
Mstep: Class 26 contains 50966 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31906 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 163605 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35147 members 
Mstep: Class 36 contains 15887 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9303 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 198525 members 
Mstep: Class 44 contains 2935 members 
Mstep: Class 45 contains 1474 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006848.000000 Penalty: 166335.640625
Iteration 135Q: 49 clusters Score -1.420068e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7565 members 
Mstep: Class 8 contains 319803 members 
Mstep: Class 9 contains 6188 members 
Mstep: Class 10 contains 4320 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5185 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38870 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 37949 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18050 members 
Mstep: Class 23 contains 51813 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 20085 members 
Mstep: Class 26 contains 50959 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31873 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 163243 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35173 members 
Mstep: Class 36 contains 15888 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9297 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 199020 members 
Mstep: Class 44 contains 2947 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006928.000000 Penalty: 166335.640625
Iteration 136Q: 49 clusters Score -1.420069e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17653 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 319766 members 
Mstep: Class 9 contains 6184 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38868 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 37903 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18062 members 
Mstep: Class 23 contains 51778 members 
Mstep: Class 24 contains 6811 members 
Mstep: Class 25 contains 20093 members 
Mstep: Class 26 contains 50961 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31841 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5988 members 
Mstep: Class 31 contains 162907 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 35210 members 
Mstep: Class 36 contains 15893 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9291 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 199445 members 
Mstep: Class 44 contains 2961 members 
Mstep: Class 45 contains 1479 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007072.000000 Penalty: 166335.640625
Iteration 137Q: 49 clusters Score -1.420071e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17647 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 319757 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 21808 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38865 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 37855 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 51737 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 20102 members 
Mstep: Class 26 contains 50970 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31815 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 162604 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35252 members 
Mstep: Class 36 contains 15904 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9282 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 199798 members 
Mstep: Class 44 contains 2972 members 
Mstep: Class 45 contains 1480 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007232.000000 Penalty: 166335.640625
Iteration 138Q: 49 clusters Score -1.420072e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 12343 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17644 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 319757 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 21809 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38862 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 37807 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18085 members 
Mstep: Class 23 contains 51702 members 
Mstep: Class 24 contains 6814 members 
Mstep: Class 25 contains 20117 members 
Mstep: Class 26 contains 50964 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31787 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5990 members 
Mstep: Class 31 contains 162346 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35293 members 
Mstep: Class 36 contains 15900 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9278 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 200105 members 
Mstep: Class 44 contains 2981 members 
Mstep: Class 45 contains 1482 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 139Q: 49 clusters Score -1.420071e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17640 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7570 members 
Mstep: Class 8 contains 319776 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 21805 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38862 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 37755 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18094 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 6815 members 
Mstep: Class 25 contains 20132 members 
Mstep: Class 26 contains 50953 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31756 members 
Mstep: Class 29 contains 134 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 162080 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4538 members 
Mstep: Class 35 contains 35327 members 
Mstep: Class 36 contains 15896 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9274 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 200401 members 
Mstep: Class 44 contains 2994 members 
Mstep: Class 45 contains 1483 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 140F: 49 clusters Score -1.420075e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17640 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 319833 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38863 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 37700 members 
Mstep: Class 18 contains 5083 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 51645 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 20154 members 
Mstep: Class 26 contains 50952 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31720 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 161837 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35358 members 
Mstep: Class 36 contains 15896 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9269 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 200647 members 
Mstep: Class 44 contains 3004 members 
Mstep: Class 45 contains 1484 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 166335.640625
Iteration 141Q: 49 clusters Score -1.420078e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17649 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 319867 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38872 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 37668 members 
Mstep: Class 18 contains 5082 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18120 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 6811 members 
Mstep: Class 25 contains 20173 members 
Mstep: Class 26 contains 50957 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31691 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 161618 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35384 members 
Mstep: Class 36 contains 15892 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 9265 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 200838 members 
Mstep: Class 44 contains 3014 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007664.000000 Penalty: 166335.640625
Iteration 142Q: 49 clusters Score -1.420077e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17664 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 319884 members 
Mstep: Class 9 contains 6168 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 21818 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38880 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 37643 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 51569 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 20179 members 
Mstep: Class 26 contains 50954 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31676 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 161392 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35411 members 
Mstep: Class 36 contains 15895 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 9262 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201039 members 
Mstep: Class 44 contains 3024 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007648.000000 Penalty: 166335.640625
Iteration 143Q: 49 clusters Score -1.420076e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 12347 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 319888 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 5327 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38887 members 
Mstep: Class 16 contains 11095 members 
Mstep: Class 17 contains 37611 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18134 members 
Mstep: Class 23 contains 51533 members 
Mstep: Class 24 contains 6814 members 
Mstep: Class 25 contains 20191 members 
Mstep: Class 26 contains 50948 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31657 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 161209 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35431 members 
Mstep: Class 36 contains 15902 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9260 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201236 members 
Mstep: Class 44 contains 3031 members 
Mstep: Class 45 contains 1488 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 166335.640625
Iteration 144Q: 49 clusters Score -1.420077e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 12342 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17678 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 319896 members 
Mstep: Class 9 contains 6160 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 21823 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38892 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 37561 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1798 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18139 members 
Mstep: Class 23 contains 51501 members 
Mstep: Class 24 contains 6814 members 
Mstep: Class 25 contains 20197 members 
Mstep: Class 26 contains 50943 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31641 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5993 members 
Mstep: Class 31 contains 161074 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35447 members 
Mstep: Class 36 contains 15898 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9258 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201407 members 
Mstep: Class 44 contains 3038 members 
Mstep: Class 45 contains 1489 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 166335.640625
Iteration 145Q: 49 clusters Score -1.420077e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 12336 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17676 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 319909 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38893 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 37522 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18149 members 
Mstep: Class 23 contains 51469 members 
Mstep: Class 24 contains 6814 members 
Mstep: Class 25 contains 20201 members 
Mstep: Class 26 contains 50940 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31621 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 160959 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 35469 members 
Mstep: Class 36 contains 15895 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9257 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201552 members 
Mstep: Class 44 contains 3049 members 
Mstep: Class 45 contains 1491 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007488.000000 Penalty: 166335.640625
Iteration 146Q: 49 clusters Score -1.420075e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 12330 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 319945 members 
Mstep: Class 9 contains 6153 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 11090 members 
Mstep: Class 17 contains 37485 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18159 members 
Mstep: Class 23 contains 51452 members 
Mstep: Class 24 contains 6810 members 
Mstep: Class 25 contains 20212 members 
Mstep: Class 26 contains 50936 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31603 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5993 members 
Mstep: Class 31 contains 160832 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35498 members 
Mstep: Class 36 contains 15895 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9253 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201669 members 
Mstep: Class 44 contains 3056 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 166335.640625
Iteration 147Q: 49 clusters Score -1.420078e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12330 members 
Mstep: Class 3 contains 14715 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17678 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 319975 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 21836 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38895 members 
Mstep: Class 16 contains 11090 members 
Mstep: Class 17 contains 37449 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18167 members 
Mstep: Class 23 contains 51447 members 
Mstep: Class 24 contains 6809 members 
Mstep: Class 25 contains 20223 members 
Mstep: Class 26 contains 50926 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31580 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 160725 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4529 members 
Mstep: Class 35 contains 35518 members 
Mstep: Class 36 contains 15896 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9250 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201771 members 
Mstep: Class 44 contains 3060 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 166335.640625
Iteration 148Q: 49 clusters Score -1.420078e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 14717 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320006 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38896 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 37412 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18179 members 
Mstep: Class 23 contains 51444 members 
Mstep: Class 24 contains 6810 members 
Mstep: Class 25 contains 20232 members 
Mstep: Class 26 contains 50928 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31556 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160616 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4529 members 
Mstep: Class 35 contains 35541 members 
Mstep: Class 36 contains 15894 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9246 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201858 members 
Mstep: Class 44 contains 3064 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007600.000000 Penalty: 166335.640625
Iteration 149Q: 49 clusters Score -1.420076e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320035 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38900 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 37384 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18187 members 
Mstep: Class 23 contains 51438 members 
Mstep: Class 24 contains 6808 members 
Mstep: Class 25 contains 20243 members 
Mstep: Class 26 contains 50928 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31535 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 160512 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4529 members 
Mstep: Class 35 contains 35554 members 
Mstep: Class 36 contains 15897 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9244 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201935 members 
Mstep: Class 44 contains 3067 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 166335.640625
Iteration 150Q: 49 clusters Score -1.420077e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 12345 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17673 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 320075 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10296 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38902 members 
Mstep: Class 16 contains 11087 members 
Mstep: Class 17 contains 37355 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18194 members 
Mstep: Class 23 contains 51430 members 
Mstep: Class 24 contains 6807 members 
Mstep: Class 25 contains 20256 members 
Mstep: Class 26 contains 50924 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31518 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 160429 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35575 members 
Mstep: Class 36 contains 15893 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9239 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 201985 members 
Mstep: Class 44 contains 3068 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 166335.640625
Iteration 151Q: 49 clusters Score -1.420077e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17673 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 320127 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 21841 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38903 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 37321 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18197 members 
Mstep: Class 23 contains 51421 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20269 members 
Mstep: Class 26 contains 50922 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31509 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 160362 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35584 members 
Mstep: Class 36 contains 15888 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9237 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202021 members 
Mstep: Class 44 contains 3068 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 166335.640625
Iteration 152Q: 49 clusters Score -1.420078e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17675 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 320146 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 21842 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38906 members 
Mstep: Class 16 contains 11085 members 
Mstep: Class 17 contains 37297 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 51412 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20270 members 
Mstep: Class 26 contains 50915 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31494 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160319 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35597 members 
Mstep: Class 36 contains 15884 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9234 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202077 members 
Mstep: Class 44 contains 3070 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 166335.640625
Iteration 153Q: 49 clusters Score -1.420078e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17679 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 320167 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 21844 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 37278 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 51408 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20277 members 
Mstep: Class 26 contains 50909 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31483 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160266 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35613 members 
Mstep: Class 36 contains 15881 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9232 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202117 members 
Mstep: Class 44 contains 3074 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 166335.640625
Iteration 154Q: 49 clusters Score -1.420077e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17678 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320180 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 11083 members 
Mstep: Class 17 contains 37261 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18206 members 
Mstep: Class 23 contains 51400 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20271 members 
Mstep: Class 26 contains 50907 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31466 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160221 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35629 members 
Mstep: Class 36 contains 15876 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9231 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202165 members 
Mstep: Class 44 contains 3078 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 166335.640625
Iteration 155Q: 49 clusters Score -1.420079e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17674 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320205 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38910 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18212 members 
Mstep: Class 23 contains 51392 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20272 members 
Mstep: Class 26 contains 50905 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31456 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160179 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35639 members 
Mstep: Class 36 contains 15872 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9230 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202197 members 
Mstep: Class 44 contains 3081 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007776.000000 Penalty: 166335.640625
Iteration 156Q: 49 clusters Score -1.420078e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17674 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320213 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 37226 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18216 members 
Mstep: Class 23 contains 51388 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20274 members 
Mstep: Class 26 contains 50905 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31448 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 160141 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35649 members 
Mstep: Class 36 contains 15869 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9228 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202239 members 
Mstep: Class 44 contains 3083 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007824.000000 Penalty: 166335.640625
Iteration 157Q: 49 clusters Score -1.420078e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17677 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320217 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 21849 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 11081 members 
Mstep: Class 17 contains 37209 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18222 members 
Mstep: Class 23 contains 51384 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20277 members 
Mstep: Class 26 contains 50905 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31437 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 160117 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35654 members 
Mstep: Class 36 contains 15866 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9227 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202271 members 
Mstep: Class 44 contains 3086 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 166335.640625
Iteration 158Q: 49 clusters Score -1.420079e+08 nChanged 175
Entering ConstructFrom: 
Score: -142007872.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (26754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Entering Unmasked Estep 
Score: -3297971.750000 Penalty: 2528.220947
	Iteration 0F: 2 clusters Score -3297972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3279505.750000 Penalty: 5056.441895
	Iteration 0F: 3 clusters Score -3279506 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3285840.750000 Penalty: 5056.441895
	Iteration 1F: 3 clusters Score -3285841 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3286349.250000 Penalty: 5056.441895
	Iteration 2F: 3 clusters Score -3286349 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3286798.750000 Penalty: 5056.441895
	Iteration 3Q: 3 clusters Score -3286799 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3287253.000000 Penalty: 5056.441895
	Iteration 4Q: 3 clusters Score -3287253 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3287732.000000 Penalty: 5056.441895
	Iteration 5Q: 3 clusters Score -3287732 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3288284.500000 Penalty: 5056.441895
	Iteration 6Q: 3 clusters Score -3288284 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3289035.750000 Penalty: 5056.441895
	Iteration 7Q: 3 clusters Score -3289036 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3290072.250000 Penalty: 5056.441895
	Iteration 8F: 3 clusters Score -3290072 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3291392.000000 Penalty: 5056.441895
	Iteration 9F: 3 clusters Score -3291392 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3292588.500000 Penalty: 5056.441895
	Iteration 10F: 3 clusters Score -3292588 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3293527.500000 Penalty: 5056.441895
	Iteration 11F: 3 clusters Score -3293528 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3294111.250000 Penalty: 5056.441895
	Iteration 12Q: 3 clusters Score -3294111 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3294438.500000 Penalty: 5056.441895
	Iteration 13Q: 3 clusters Score -3294438 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3294668.750000 Penalty: 5056.441895
	Iteration 14Q: 3 clusters Score -3294669 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3294879.000000 Penalty: 5056.441895
	Iteration 15Q: 3 clusters Score -3294879 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3295121.250000 Penalty: 5056.441895
	Iteration 16Q: 3 clusters Score -3295121 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3295398.250000 Penalty: 5056.441895
	Iteration 17Q: 3 clusters Score -3295398 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3295688.250000 Penalty: 5056.441895
	Iteration 18Q: 3 clusters Score -3295688 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3296009.000000 Penalty: 5056.441895
	Iteration 19Q: 3 clusters Score -3296009 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3296300.000000 Penalty: 5056.441895
	Iteration 20F: 3 clusters Score -3296300 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3296564.250000 Penalty: 5056.441895
	Iteration 21Q: 3 clusters Score -3296564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3296750.000000 Penalty: 5056.441895
	Iteration 22Q: 3 clusters Score -3296750 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3296872.750000 Penalty: 5056.441895
	Iteration 23Q: 3 clusters Score -3296873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3296966.250000 Penalty: 5056.441895
	Iteration 24Q: 3 clusters Score -3296966 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3297034.500000 Penalty: 5056.441895
	Iteration 25Q: 3 clusters Score -3297034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3297060.750000 Penalty: 5056.441895
	Iteration 26Q: 3 clusters Score -3297061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3297093.500000 Penalty: 5056.441895
	Iteration 27Q: 3 clusters Score -3297094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3297108.750000 Penalty: 5056.441895
	Iteration 28Q: 3 clusters Score -3297109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3297117.000000 Penalty: 5056.441895
	Iteration 29Q: 3 clusters Score -3297117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3297140.500000 Penalty: 5056.441895
	Iteration 30Q: 3 clusters Score -3297140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3297155.750000 Penalty: 5056.441895
	Iteration 31Q: 3 clusters Score -3297156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3297170.000000 Penalty: 5056.441895
	Iteration 32Q: 3 clusters Score -3297170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3297177.000000 Penalty: 5056.441895
	Iteration 33Q: 3 clusters Score -3297177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3297192.750000 Penalty: 5056.441895
	Iteration 34Q: 3 clusters Score -3297193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3297202.250000 Penalty: 5056.441895
	Iteration 35Q: 3 clusters Score -3297202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3297209.000000 Penalty: 5056.441895
	Iteration 36Q: 3 clusters Score -3297209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3297205.250000 Penalty: 5056.441895
	Iteration 37Q: 3 clusters Score -3297205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3297206.000000 Penalty: 5056.441895
	Iteration 38Q: 3 clusters Score -3297206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3297213.750000 Penalty: 5056.441895
	Iteration 39Q: 3 clusters Score -3297214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3297211.500000 Penalty: 5056.441895
	Iteration 40F: 3 clusters Score -3297212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3297211.500000 Penalty: 5056.441895
	Iteration 41Q: 3 clusters Score -3297212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3297217.000000 Penalty: 5056.441895
	Iteration 42Q: 3 clusters Score -3297217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3297211.000000 Penalty: 5056.441895
	Iteration 43Q: 3 clusters Score -3297211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3297210.750000 Penalty: 5056.441895
	Iteration 44Q: 3 clusters Score -3297211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3297211.500000 Penalty: 5056.441895
	Iteration 45Q: 3 clusters Score -3297212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3297216.750000 Penalty: 5056.441895
	Iteration 46Q: 3 clusters Score -3297217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3297210.500000 Penalty: 5056.441895
	Iteration 47Q: 3 clusters Score -3297210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3297215.750000 Penalty: 5056.441895
	Iteration 48Q: 3 clusters Score -3297216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3297217.000000 Penalty: 5056.441895
	Iteration 49Q: 3 clusters Score -3297217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3297217.000000 Penalty: 5056.441895
	Iteration 50F: 3 clusters Score -3297217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Entering Unmasked Estep 
Score: -1559981.875000 Penalty: 2336.791016
	Iteration 0F: 2 clusters Score -1559982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1550817.000000 Penalty: 4673.582031
	Iteration 0F: 3 clusters Score -1550817 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1553618.375000 Penalty: 4673.582031
	Iteration 1F: 3 clusters Score -1553618 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1553995.625000 Penalty: 4673.582031
	Iteration 2F: 3 clusters Score -1553996 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1554398.000000 Penalty: 4673.582031
	Iteration 3F: 3 clusters Score -1554398 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1554797.000000 Penalty: 4673.582031
	Iteration 4F: 3 clusters Score -1554797 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1555217.625000 Penalty: 4673.582031
	Iteration 5F: 3 clusters Score -1555218 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1555698.000000 Penalty: 4673.582031
	Iteration 6F: 3 clusters Score -1555698 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1556235.250000 Penalty: 4673.582031
	Iteration 7F: 3 clusters Score -1556235 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1556886.750000 Penalty: 4673.582031
	Iteration 8F: 3 clusters Score -1556887 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1557523.750000 Penalty: 4673.582031
	Iteration 9F: 3 clusters Score -1557524 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1558033.625000 Penalty: 4673.582031
	Iteration 10Q: 3 clusters Score -1558034 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1558389.500000 Penalty: 4673.582031
	Iteration 11Q: 3 clusters Score -1558390 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1558625.250000 Penalty: 4673.582031
	Iteration 12Q: 3 clusters Score -1558625 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1558805.625000 Penalty: 4673.582031
	Iteration 13Q: 3 clusters Score -1558806 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1558936.500000 Penalty: 4673.582031
	Iteration 14Q: 3 clusters Score -1558936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1559024.125000 Penalty: 4673.582031
	Iteration 15Q: 3 clusters Score -1559024 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1559086.000000 Penalty: 4673.582031
	Iteration 16Q: 3 clusters Score -1559086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1559122.500000 Penalty: 4673.582031
	Iteration 17Q: 3 clusters Score -1559122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1559146.750000 Penalty: 4673.582031
	Iteration 18Q: 3 clusters Score -1559147 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1559170.500000 Penalty: 4673.582031
	Iteration 19Q: 3 clusters Score -1559170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1559189.375000 Penalty: 4673.582031
	Iteration 20F: 3 clusters Score -1559189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1559201.000000 Penalty: 4673.582031
	Iteration 21Q: 3 clusters Score -1559201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1559218.500000 Penalty: 4673.582031
	Iteration 22Q: 3 clusters Score -1559218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1559225.250000 Penalty: 4673.582031
	Iteration 23Q: 3 clusters Score -1559225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1559231.500000 Penalty: 4673.582031
	Iteration 24Q: 3 clusters Score -1559232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1559230.875000 Penalty: 4673.582031
	Iteration 25Q: 3 clusters Score -1559231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1559234.500000 Penalty: 4673.582031
	Iteration 26Q: 3 clusters Score -1559234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1559231.750000 Penalty: 4673.582031
	Iteration 27Q: 3 clusters Score -1559232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1559236.125000 Penalty: 4673.582031
	Iteration 28Q: 3 clusters Score -1559236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1559238.500000 Penalty: 4673.582031
	Iteration 29Q: 3 clusters Score -1559238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1559236.625000 Penalty: 4673.582031
	Iteration 30Q: 3 clusters Score -1559237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1559239.000000 Penalty: 4673.582031
	Iteration 31Q: 3 clusters Score -1559239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1559239.500000 Penalty: 4673.582031
	Iteration 32Q: 3 clusters Score -1559240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1559244.000000 Penalty: 4673.582031
	Iteration 33Q: 3 clusters Score -1559244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1559245.750000 Penalty: 4673.582031
	Iteration 34Q: 3 clusters Score -1559246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1559246.500000 Penalty: 4673.582031
	Iteration 35Q: 3 clusters Score -1559246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1559245.750000 Penalty: 4673.582031
	Iteration 36Q: 3 clusters Score -1559246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1559245.250000 Penalty: 4673.582031
	Iteration 37Q: 3 clusters Score -1559245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1559247.125000 Penalty: 4673.582031
	Iteration 38Q: 3 clusters Score -1559247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1559249.625000 Penalty: 4673.582031
	Iteration 39Q: 3 clusters Score -1559250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1559251.125000 Penalty: 4673.582031
	Iteration 40F: 3 clusters Score -1559251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1559253.625000 Penalty: 4673.582031
	Iteration 41Q: 3 clusters Score -1559254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1559249.625000 Penalty: 4673.582031
	Iteration 42Q: 3 clusters Score -1559250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1559253.125000 Penalty: 4673.582031
	Iteration 43Q: 3 clusters Score -1559253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1559250.750000 Penalty: 4673.582031
	Iteration 44Q: 3 clusters Score -1559251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1559250.625000 Penalty: 4673.582031
	Iteration 45Q: 3 clusters Score -1559251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1559249.875000 Penalty: 4673.582031
	Iteration 46Q: 3 clusters Score -1559250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1559251.250000 Penalty: 4673.582031
	Iteration 47Q: 3 clusters Score -1559251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1559253.500000 Penalty: 4673.582031
	Iteration 48Q: 3 clusters Score -1559254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1559253.500000 Penalty: 4673.582031
	Iteration 49F: 3 clusters Score -1559254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -1797542.625000 Penalty: 2380.097168
	Iteration 0F: 2 clusters Score -1797543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1786807.625000 Penalty: 4760.194336
	Iteration 0F: 3 clusters Score -1786808 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1790583.875000 Penalty: 4760.194336
	Iteration 1F: 3 clusters Score -1790584 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1791274.750000 Penalty: 4760.194336
	Iteration 2F: 3 clusters Score -1791275 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1791770.125000 Penalty: 4760.194336
	Iteration 3F: 3 clusters Score -1791770 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1792154.125000 Penalty: 4760.194336
	Iteration 4F: 3 clusters Score -1792154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1792461.750000 Penalty: 4760.194336
	Iteration 5Q: 3 clusters Score -1792462 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1792721.625000 Penalty: 4760.194336
	Iteration 6Q: 3 clusters Score -1792722 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1792952.500000 Penalty: 4760.194336
	Iteration 7Q: 3 clusters Score -1792952 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1793174.375000 Penalty: 4760.194336
	Iteration 8Q: 3 clusters Score -1793174 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1793363.875000 Penalty: 4760.194336
	Iteration 9Q: 3 clusters Score -1793364 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1793517.125000 Penalty: 4760.194336
	Iteration 10Q: 3 clusters Score -1793517 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1793661.875000 Penalty: 4760.194336
	Iteration 11Q: 3 clusters Score -1793662 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1793833.000000 Penalty: 4760.194336
	Iteration 12Q: 3 clusters Score -1793833 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1794028.375000 Penalty: 4760.194336
	Iteration 13Q: 3 clusters Score -1794028 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1794254.250000 Penalty: 4760.194336
	Iteration 14Q: 3 clusters Score -1794254 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1794513.875000 Penalty: 4760.194336
	Iteration 15Q: 3 clusters Score -1794514 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1794764.750000 Penalty: 4760.194336
	Iteration 16Q: 3 clusters Score -1794765 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1795010.750000 Penalty: 4760.194336
	Iteration 17Q: 3 clusters Score -1795011 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1795258.375000 Penalty: 4760.194336
	Iteration 18Q: 3 clusters Score -1795258 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1795497.250000 Penalty: 4760.194336
	Iteration 19Q: 3 clusters Score -1795497 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1795734.625000 Penalty: 4760.194336
	Iteration 20F: 3 clusters Score -1795735 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1795963.375000 Penalty: 4760.194336
	Iteration 21Q: 3 clusters Score -1795963 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1796155.125000 Penalty: 4760.194336
	Iteration 22Q: 3 clusters Score -1796155 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1796320.250000 Penalty: 4760.194336
	Iteration 23Q: 3 clusters Score -1796320 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1796473.875000 Penalty: 4760.194336
	Iteration 24Q: 3 clusters Score -1796474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1796601.125000 Penalty: 4760.194336
	Iteration 25Q: 3 clusters Score -1796601 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1796676.125000 Penalty: 4760.194336
	Iteration 26Q: 3 clusters Score -1796676 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1796733.375000 Penalty: 4760.194336
	Iteration 27Q: 3 clusters Score -1796733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1796770.500000 Penalty: 4760.194336
	Iteration 28Q: 3 clusters Score -1796770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1796799.500000 Penalty: 4760.194336
	Iteration 29Q: 3 clusters Score -1796800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1796822.000000 Penalty: 4760.194336
	Iteration 30Q: 3 clusters Score -1796822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1796844.125000 Penalty: 4760.194336
	Iteration 31Q: 3 clusters Score -1796844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1796854.125000 Penalty: 4760.194336
	Iteration 32Q: 3 clusters Score -1796854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1796866.625000 Penalty: 4760.194336
	Iteration 33Q: 3 clusters Score -1796867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1796880.875000 Penalty: 4760.194336
	Iteration 34Q: 3 clusters Score -1796881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1796886.250000 Penalty: 4760.194336
	Iteration 35Q: 3 clusters Score -1796886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1796902.250000 Penalty: 4760.194336
	Iteration 36Q: 3 clusters Score -1796902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1796911.000000 Penalty: 4760.194336
	Iteration 37Q: 3 clusters Score -1796911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1796920.750000 Penalty: 4760.194336
	Iteration 38Q: 3 clusters Score -1796921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1796920.875000 Penalty: 4760.194336
	Iteration 39Q: 3 clusters Score -1796921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1796932.500000 Penalty: 4760.194336
	Iteration 40F: 3 clusters Score -1796932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1796929.625000 Penalty: 4760.194336
	Iteration 41Q: 3 clusters Score -1796930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1796932.375000 Penalty: 4760.194336
	Iteration 42Q: 3 clusters Score -1796932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1796931.750000 Penalty: 4760.194336
	Iteration 43Q: 3 clusters Score -1796932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1796940.875000 Penalty: 4760.194336
	Iteration 44Q: 3 clusters Score -1796941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1796947.125000 Penalty: 4760.194336
	Iteration 45Q: 3 clusters Score -1796947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1796948.750000 Penalty: 4760.194336
	Iteration 46Q: 3 clusters Score -1796949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1796949.000000 Penalty: 4760.194336
	Iteration 47Q: 3 clusters Score -1796949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1796954.000000 Penalty: 4760.194336
	Iteration 48Q: 3 clusters Score -1796954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1796956.000000 Penalty: 4760.194336
	Iteration 49Q: 3 clusters Score -1796956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1796954.750000 Penalty: 4760.194336
	Iteration 50Q: 3 clusters Score -1796955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1796958.250000 Penalty: 4760.194336
	Iteration 51Q: 3 clusters Score -1796958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1796959.875000 Penalty: 4760.194336
	Iteration 52Q: 3 clusters Score -1796960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1796960.750000 Penalty: 4760.194336
	Iteration 53Q: 3 clusters Score -1796961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1796963.250000 Penalty: 4760.194336
	Iteration 54Q: 3 clusters Score -1796963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1796961.875000 Penalty: 4760.194336
	Iteration 55Q: 3 clusters Score -1796962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1796965.375000 Penalty: 4760.194336
	Iteration 56Q: 3 clusters Score -1796965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1796962.250000 Penalty: 4760.194336
	Iteration 57Q: 3 clusters Score -1796962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1796959.500000 Penalty: 4760.194336
	Iteration 58Q: 3 clusters Score -1796960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1796961.000000 Penalty: 4760.194336
	Iteration 59Q: 3 clusters Score -1796961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1796965.375000 Penalty: 4760.194336
	Iteration 60F: 3 clusters Score -1796965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1796962.875000 Penalty: 4760.194336
	Iteration 61Q: 3 clusters Score -1796963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1796963.000000 Penalty: 4760.194336
	Iteration 62Q: 3 clusters Score -1796963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1796965.500000 Penalty: 4760.194336
	Iteration 63Q: 3 clusters Score -1796966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1796966.625000 Penalty: 4760.194336
	Iteration 64Q: 3 clusters Score -1796967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1796966.625000 Penalty: 4760.194336
	Iteration 65F: 3 clusters Score -1796967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -76355.242188 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -76355.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74691.468750 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -74691.47 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74925.445312 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -74925.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74975.289062 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -74975.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74998.039062 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -74998.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75025.257812 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -75025.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75057.156250 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -75057.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75067.367188 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -75067.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75074.523438 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75074.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75084.039062 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75084.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75089.250000 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -75089.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75092.117188 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -75092.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75101.562500 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -75101.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75103.671875 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -75103.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75104.203125 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -75104.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75104.203125 Penalty: 3213.340576
	Iteration 14F: 3 clusters Score -75104.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Entering Unmasked Estep 
Score: -2251981.000000 Penalty: 2425.487061
	Iteration 0F: 2 clusters Score -2251981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2239408.000000 Penalty: 4850.974121
	Iteration 0F: 3 clusters Score -2239408 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2243476.000000 Penalty: 4850.974121
	Iteration 1F: 3 clusters Score -2243476 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2243966.750000 Penalty: 4850.974121
	Iteration 2F: 3 clusters Score -2243967 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2244441.250000 Penalty: 4850.974121
	Iteration 3F: 3 clusters Score -2244441 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2245000.000000 Penalty: 4850.974121
	Iteration 4F: 3 clusters Score -2245000 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2245633.750000 Penalty: 4850.974121
	Iteration 5F: 3 clusters Score -2245634 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2246383.750000 Penalty: 4850.974121
	Iteration 6F: 3 clusters Score -2246384 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2247250.000000 Penalty: 4850.974121
	Iteration 7F: 3 clusters Score -2247250 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2248105.500000 Penalty: 4850.974121
	Iteration 8F: 3 clusters Score -2248106 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2248756.000000 Penalty: 4850.974121
	Iteration 9Q: 3 clusters Score -2248756 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2249229.750000 Penalty: 4850.974121
	Iteration 10Q: 3 clusters Score -2249230 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2249518.000000 Penalty: 4850.974121
	Iteration 11Q: 3 clusters Score -2249518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2249684.500000 Penalty: 4850.974121
	Iteration 12Q: 3 clusters Score -2249684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2249807.250000 Penalty: 4850.974121
	Iteration 13Q: 3 clusters Score -2249807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2249871.000000 Penalty: 4850.974121
	Iteration 14Q: 3 clusters Score -2249871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2249909.750000 Penalty: 4850.974121
	Iteration 15Q: 3 clusters Score -2249910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2249944.250000 Penalty: 4850.974121
	Iteration 16Q: 3 clusters Score -2249944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2249965.500000 Penalty: 4850.974121
	Iteration 17Q: 3 clusters Score -2249966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2249983.500000 Penalty: 4850.974121
	Iteration 18Q: 3 clusters Score -2249984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2249996.000000 Penalty: 4850.974121
	Iteration 19Q: 3 clusters Score -2249996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2250003.250000 Penalty: 4850.974121
	Iteration 20F: 3 clusters Score -2250003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2250015.750000 Penalty: 4850.974121
	Iteration 21Q: 3 clusters Score -2250016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2250024.000000 Penalty: 4850.974121
	Iteration 22Q: 3 clusters Score -2250024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2250031.750000 Penalty: 4850.974121
	Iteration 23Q: 3 clusters Score -2250032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2250036.250000 Penalty: 4850.974121
	Iteration 24Q: 3 clusters Score -2250036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2250041.750000 Penalty: 4850.974121
	Iteration 25Q: 3 clusters Score -2250042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2250044.000000 Penalty: 4850.974121
	Iteration 26Q: 3 clusters Score -2250044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2250052.500000 Penalty: 4850.974121
	Iteration 27Q: 3 clusters Score -2250052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2250054.000000 Penalty: 4850.974121
	Iteration 28Q: 3 clusters Score -2250054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2250059.000000 Penalty: 4850.974121
	Iteration 29Q: 3 clusters Score -2250059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2250067.250000 Penalty: 4850.974121
	Iteration 30Q: 3 clusters Score -2250067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2250072.000000 Penalty: 4850.974121
	Iteration 31Q: 3 clusters Score -2250072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2250080.750000 Penalty: 4850.974121
	Iteration 32Q: 3 clusters Score -2250081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2250091.250000 Penalty: 4850.974121
	Iteration 33Q: 3 clusters Score -2250091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2250094.250000 Penalty: 4850.974121
	Iteration 34Q: 3 clusters Score -2250094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2250095.000000 Penalty: 4850.974121
	Iteration 35Q: 3 clusters Score -2250095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2250093.750000 Penalty: 4850.974121
	Iteration 36Q: 3 clusters Score -2250094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2250095.500000 Penalty: 4850.974121
	Iteration 37Q: 3 clusters Score -2250096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2250094.750000 Penalty: 4850.974121
	Iteration 38Q: 3 clusters Score -2250095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2250097.000000 Penalty: 4850.974121
	Iteration 39Q: 3 clusters Score -2250097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2250100.500000 Penalty: 4850.974121
	Iteration 40F: 3 clusters Score -2250100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2250099.000000 Penalty: 4850.974121
	Iteration 41Q: 3 clusters Score -2250099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2250098.000000 Penalty: 4850.974121
	Iteration 42Q: 3 clusters Score -2250098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2250096.000000 Penalty: 4850.974121
	Iteration 43Q: 3 clusters Score -2250096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2250103.500000 Penalty: 4850.974121
	Iteration 44Q: 3 clusters Score -2250104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2250108.500000 Penalty: 4850.974121
	Iteration 45Q: 3 clusters Score -2250108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2250110.750000 Penalty: 4850.974121
	Iteration 46Q: 3 clusters Score -2250111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2250111.500000 Penalty: 4850.974121
	Iteration 47Q: 3 clusters Score -2250112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2250116.750000 Penalty: 4850.974121
	Iteration 48Q: 3 clusters Score -2250117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2250119.000000 Penalty: 4850.974121
	Iteration 49Q: 3 clusters Score -2250119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2250122.500000 Penalty: 4850.974121
	Iteration 50Q: 3 clusters Score -2250122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2250123.000000 Penalty: 4850.974121
	Iteration 51Q: 3 clusters Score -2250123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2250130.750000 Penalty: 4850.974121
	Iteration 52Q: 3 clusters Score -2250131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2250131.250000 Penalty: 4850.974121
	Iteration 53Q: 3 clusters Score -2250131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2250133.500000 Penalty: 4850.974121
	Iteration 54Q: 3 clusters Score -2250134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2250136.750000 Penalty: 4850.974121
	Iteration 55Q: 3 clusters Score -2250137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2250137.500000 Penalty: 4850.974121
	Iteration 56Q: 3 clusters Score -2250138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2250131.250000 Penalty: 4850.974121
	Iteration 57Q: 3 clusters Score -2250131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2250135.000000 Penalty: 4850.974121
	Iteration 58Q: 3 clusters Score -2250135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2250136.000000 Penalty: 4850.974121
	Iteration 59Q: 3 clusters Score -2250136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2250137.000000 Penalty: 4850.974121
	Iteration 60F: 3 clusters Score -2250137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2250134.750000 Penalty: 4850.974121
	Iteration 61Q: 3 clusters Score -2250135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2250140.000000 Penalty: 4850.974121
	Iteration 62Q: 3 clusters Score -2250140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2250140.750000 Penalty: 4850.974121
	Iteration 63Q: 3 clusters Score -2250141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2250143.250000 Penalty: 4850.974121
	Iteration 64Q: 3 clusters Score -2250143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2250145.750000 Penalty: 4850.974121
	Iteration 65Q: 3 clusters Score -2250146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2250146.000000 Penalty: 4850.974121
	Iteration 66Q: 3 clusters Score -2250146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2250146.750000 Penalty: 4850.974121
	Iteration 67Q: 3 clusters Score -2250147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2250146.750000 Penalty: 4850.974121
	Iteration 68F: 3 clusters Score -2250147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -65056.746094 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -65056.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63514.996094 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -63515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63728.386719 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -63728.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63814.628906 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -63814.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63888.644531 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -63888.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63912.808594 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -63912.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63934.910156 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -63934.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63945.144531 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -63945.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63947.964844 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -63947.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63947.964844 Penalty: 3142.187012
	Iteration 8F: 3 clusters Score -63947.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Entering Unmasked Estep 
Score: -925591.875000 Penalty: 2215.417969
	Iteration 0F: 2 clusters Score -925591.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -919467.875000 Penalty: 4430.835938
	Iteration 0F: 3 clusters Score -919467.9 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -921195.187500 Penalty: 4430.835938
	Iteration 1F: 3 clusters Score -921195.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -921480.562500 Penalty: 4430.835938
	Iteration 2F: 3 clusters Score -921480.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -921663.062500 Penalty: 4430.835938
	Iteration 3F: 3 clusters Score -921663.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -921817.562500 Penalty: 4430.835938
	Iteration 4Q: 3 clusters Score -921817.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -921949.062500 Penalty: 4430.835938
	Iteration 5Q: 3 clusters Score -921949.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -922083.812500 Penalty: 4430.835938
	Iteration 6Q: 3 clusters Score -922083.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -922215.875000 Penalty: 4430.835938
	Iteration 7Q: 3 clusters Score -922215.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -922347.000000 Penalty: 4430.835938
	Iteration 8Q: 3 clusters Score -922347 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -922464.562500 Penalty: 4430.835938
	Iteration 9Q: 3 clusters Score -922464.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -922599.687500 Penalty: 4430.835938
	Iteration 10Q: 3 clusters Score -922599.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -922763.000000 Penalty: 4430.835938
	Iteration 11Q: 3 clusters Score -922763 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -922921.625000 Penalty: 4430.835938
	Iteration 12Q: 3 clusters Score -922921.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -923084.000000 Penalty: 4430.835938
	Iteration 13Q: 3 clusters Score -923084 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -923266.125000 Penalty: 4430.835938
	Iteration 14Q: 3 clusters Score -923266.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -923476.375000 Penalty: 4430.835938
	Iteration 15Q: 3 clusters Score -923476.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -923707.000000 Penalty: 4430.835938
	Iteration 16Q: 3 clusters Score -923707 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -923951.187500 Penalty: 4430.835938
	Iteration 17Q: 3 clusters Score -923951.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -924170.687500 Penalty: 4430.835938
	Iteration 18Q: 3 clusters Score -924170.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -924349.125000 Penalty: 4430.835938
	Iteration 19Q: 3 clusters Score -924349.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -924521.687500 Penalty: 4430.835938
	Iteration 20F: 3 clusters Score -924521.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -924636.937500 Penalty: 4430.835938
	Iteration 21Q: 3 clusters Score -924636.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -924696.437500 Penalty: 4430.835938
	Iteration 22Q: 3 clusters Score -924696.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -924734.062500 Penalty: 4430.835938
	Iteration 23Q: 3 clusters Score -924734.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -924758.750000 Penalty: 4430.835938
	Iteration 24Q: 3 clusters Score -924758.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -924775.687500 Penalty: 4430.835938
	Iteration 25Q: 3 clusters Score -924775.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -924787.875000 Penalty: 4430.835938
	Iteration 26Q: 3 clusters Score -924787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -924788.312500 Penalty: 4430.835938
	Iteration 27Q: 3 clusters Score -924788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -924790.625000 Penalty: 4430.835938
	Iteration 28Q: 3 clusters Score -924790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -924788.437500 Penalty: 4430.835938
	Iteration 29Q: 3 clusters Score -924788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -924790.437500 Penalty: 4430.835938
	Iteration 30Q: 3 clusters Score -924790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -924789.562500 Penalty: 4430.835938
	Iteration 31Q: 3 clusters Score -924789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -924791.062500 Penalty: 4430.835938
	Iteration 32Q: 3 clusters Score -924791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -924792.312500 Penalty: 4430.835938
	Iteration 33Q: 3 clusters Score -924792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -924790.687500 Penalty: 4430.835938
	Iteration 34Q: 3 clusters Score -924790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -924793.812500 Penalty: 4430.835938
	Iteration 35Q: 3 clusters Score -924793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -924792.250000 Penalty: 4430.835938
	Iteration 36Q: 3 clusters Score -924792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -924792.937500 Penalty: 4430.835938
	Iteration 37Q: 3 clusters Score -924792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -924792.062500 Penalty: 4430.835938
	Iteration 38Q: 3 clusters Score -924792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -924793.125000 Penalty: 4430.835938
	Iteration 39Q: 3 clusters Score -924793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -924793.125000 Penalty: 4430.835938
	Iteration 40F: 3 clusters Score -924793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320222 members 
Entering Unmasked Estep 
Score: -40176536.000000 Penalty: 3143.839111
	Iteration 0F: 2 clusters Score -4.017654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160093 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -39973036.000000 Penalty: 6287.678223
	Iteration 0F: 3 clusters Score -3.997304e+07 nChanged 155459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -40065152.000000 Penalty: 6287.678223
	Iteration 1F: 3 clusters Score -4.006515e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159713 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -40066392.000000 Penalty: 6287.678223
	Iteration 2Q: 3 clusters Score -4.006639e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -40068176.000000 Penalty: 6287.678223
	Iteration 3Q: 3 clusters Score -4.006818e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -40070284.000000 Penalty: 6287.678223
	Iteration 4Q: 3 clusters Score -4.007028e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -40073388.000000 Penalty: 6287.678223
	Iteration 5Q: 3 clusters Score -4.007339e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -40077488.000000 Penalty: 6287.678223
	Iteration 6Q: 3 clusters Score -4.007749e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 160989 members 
Entering Unmasked Estep 
Score: -40084512.000000 Penalty: 6287.678223
	Iteration 7Q: 3 clusters Score -4.008451e+07 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -40094912.000000 Penalty: 6287.678223
	Iteration 8F: 3 clusters Score -4.009491e+07 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -40108672.000000 Penalty: 6287.678223
	Iteration 9F: 3 clusters Score -4.010867e+07 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164389 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -40121956.000000 Penalty: 6287.678223
	Iteration 10F: 3 clusters Score -4.012196e+07 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 152883 members 
Entering Unmasked Estep 
Score: -40129740.000000 Penalty: 6287.678223
	Iteration 11F: 3 clusters Score -4.012974e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -40132496.000000 Penalty: 6287.678223
	Iteration 12Q: 3 clusters Score -4.01325e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 148280 members 
Entering Unmasked Estep 
Score: -40133572.000000 Penalty: 6287.678223
	Iteration 13Q: 3 clusters Score -4.013357e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 146250 members 
Entering Unmasked Estep 
Score: -40134132.000000 Penalty: 6287.678223
	Iteration 14Q: 3 clusters Score -4.013413e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -40134444.000000 Penalty: 6287.678223
	Iteration 15Q: 3 clusters Score -4.013444e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -40134772.000000 Penalty: 6287.678223
	Iteration 16Q: 3 clusters Score -4.013477e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 139678 members 
Entering Unmasked Estep 
Score: -40135292.000000 Penalty: 6287.678223
	Iteration 17Q: 3 clusters Score -4.013529e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183005 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -40135752.000000 Penalty: 6287.678223
	Iteration 18Q: 3 clusters Score -4.013575e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185670 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -40136416.000000 Penalty: 6287.678223
	Iteration 19Q: 3 clusters Score -4.013642e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -40136928.000000 Penalty: 6287.678223
	Iteration 20F: 3 clusters Score -4.013693e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 128697 members 
Entering Unmasked Estep 
Score: -40137408.000000 Penalty: 6287.678223
	Iteration 21Q: 3 clusters Score -4.013741e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -40137804.000000 Penalty: 6287.678223
	Iteration 22Q: 3 clusters Score -4.01378e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198200 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -40138532.000000 Penalty: 6287.678223
	Iteration 23Q: 3 clusters Score -4.013853e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201838 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -40139104.000000 Penalty: 6287.678223
	Iteration 24Q: 3 clusters Score -4.01391e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205482 members 
Mstep: Class 2 contains 114740 members 
Entering Unmasked Estep 
Score: -40139748.000000 Penalty: 6287.678223
	Iteration 25Q: 3 clusters Score -4.013975e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209352 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -40140448.000000 Penalty: 6287.678223
	Iteration 26Q: 3 clusters Score -4.014045e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213349 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -40141144.000000 Penalty: 6287.678223
	Iteration 27Q: 3 clusters Score -4.014114e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217715 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -40142136.000000 Penalty: 6287.678223
	Iteration 28Q: 3 clusters Score -4.014214e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -40143396.000000 Penalty: 6287.678223
	Iteration 29Q: 3 clusters Score -4.01434e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227311 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -40144748.000000 Penalty: 6287.678223
	Iteration 30Q: 3 clusters Score -4.014475e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232434 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -40145948.000000 Penalty: 6287.678223
	Iteration 31Q: 3 clusters Score -4.014595e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237608 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -40147260.000000 Penalty: 6287.678223
	Iteration 32Q: 3 clusters Score -4.014726e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242829 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -40148640.000000 Penalty: 6287.678223
	Iteration 33Q: 3 clusters Score -4.014864e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248176 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -40150368.000000 Penalty: 6287.678223
	Iteration 34Q: 3 clusters Score -4.015037e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253581 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -40152072.000000 Penalty: 6287.678223
	Iteration 35Q: 3 clusters Score -4.015207e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258993 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -40153640.000000 Penalty: 6287.678223
	Iteration 36Q: 3 clusters Score -4.015364e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264224 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -40155296.000000 Penalty: 6287.678223
	Iteration 37Q: 3 clusters Score -4.01553e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269334 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -40157036.000000 Penalty: 6287.678223
	Iteration 38Q: 3 clusters Score -4.015704e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274283 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -40158864.000000 Penalty: 6287.678223
	Iteration 39Q: 3 clusters Score -4.015886e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279016 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -40160600.000000 Penalty: 6287.678223
	Iteration 40F: 3 clusters Score -4.01606e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283622 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -40162596.000000 Penalty: 6287.678223
	Iteration 41Q: 3 clusters Score -4.01626e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288001 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -40164248.000000 Penalty: 6287.678223
	Iteration 42Q: 3 clusters Score -4.016425e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292105 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -40166224.000000 Penalty: 6287.678223
	Iteration 43Q: 3 clusters Score -4.016622e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295854 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -40168004.000000 Penalty: 6287.678223
	Iteration 44Q: 3 clusters Score -4.0168e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299088 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -40169216.000000 Penalty: 6287.678223
	Iteration 45Q: 3 clusters Score -4.016922e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301831 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -40170272.000000 Penalty: 6287.678223
	Iteration 46Q: 3 clusters Score -4.017027e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304242 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -40171156.000000 Penalty: 6287.678223
	Iteration 47Q: 3 clusters Score -4.017116e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306324 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -40171676.000000 Penalty: 6287.678223
	Iteration 48Q: 3 clusters Score -4.017168e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308116 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -40172172.000000 Penalty: 6287.678223
	Iteration 49Q: 3 clusters Score -4.017217e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309637 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -40172692.000000 Penalty: 6287.678223
	Iteration 50Q: 3 clusters Score -4.017269e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310911 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -40173100.000000 Penalty: 6287.678223
	Iteration 51Q: 3 clusters Score -4.01731e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312004 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -40173364.000000 Penalty: 6287.678223
	Iteration 52Q: 3 clusters Score -4.017336e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312907 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -40173648.000000 Penalty: 6287.678223
	Iteration 53Q: 3 clusters Score -4.017365e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313651 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -40173860.000000 Penalty: 6287.678223
	Iteration 54Q: 3 clusters Score -4.017386e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314279 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -40173984.000000 Penalty: 6287.678223
	Iteration 55Q: 3 clusters Score -4.017398e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314756 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -40174248.000000 Penalty: 6287.678223
	Iteration 56Q: 3 clusters Score -4.017425e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315159 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -40174512.000000 Penalty: 6287.678223
	Iteration 57Q: 3 clusters Score -4.017451e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315481 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -40174564.000000 Penalty: 6287.678223
	Iteration 58Q: 3 clusters Score -4.017456e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315728 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -40174568.000000 Penalty: 6287.678223
	Iteration 59Q: 3 clusters Score -4.017457e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315924 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -40174612.000000 Penalty: 6287.678223
	Iteration 60F: 3 clusters Score -4.017461e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316101 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -40174704.000000 Penalty: 6287.678223
	Iteration 61Q: 3 clusters Score -4.01747e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316248 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -40174740.000000 Penalty: 6287.678223
	Iteration 62Q: 3 clusters Score -4.017474e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316364 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -40174752.000000 Penalty: 6287.678223
	Iteration 63Q: 3 clusters Score -4.017475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316472 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -40174780.000000 Penalty: 6287.678223
	Iteration 64Q: 3 clusters Score -4.017478e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316564 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -40174764.000000 Penalty: 6287.678223
	Iteration 65Q: 3 clusters Score -4.017476e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316628 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -40174772.000000 Penalty: 6287.678223
	Iteration 66Q: 3 clusters Score -4.017477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316691 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -40174784.000000 Penalty: 6287.678223
	Iteration 67Q: 3 clusters Score -4.017478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316755 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -40174796.000000 Penalty: 6287.678223
	Iteration 68Q: 3 clusters Score -4.01748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316815 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -40174764.000000 Penalty: 6287.678223
	Iteration 69Q: 3 clusters Score -4.017476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316856 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -40174736.000000 Penalty: 6287.678223
	Iteration 70Q: 3 clusters Score -4.017474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -40174752.000000 Penalty: 6287.678223
	Iteration 71Q: 3 clusters Score -4.017475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316932 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -40174756.000000 Penalty: 6287.678223
	Iteration 72Q: 3 clusters Score -4.017476e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316969 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -40174736.000000 Penalty: 6287.678223
	Iteration 73Q: 3 clusters Score -4.017474e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316994 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -40174756.000000 Penalty: 6287.678223
	Iteration 74Q: 3 clusters Score -4.017476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317012 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -40174764.000000 Penalty: 6287.678223
	Iteration 75Q: 3 clusters Score -4.017476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317024 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -40174760.000000 Penalty: 6287.678223
	Iteration 76Q: 3 clusters Score -4.017476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317030 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -40174792.000000 Penalty: 6287.678223
	Iteration 77Q: 3 clusters Score -4.017479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317036 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 78Q: 3 clusters Score -4.017482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317044 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -40174828.000000 Penalty: 6287.678223
	Iteration 79Q: 3 clusters Score -4.017483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317051 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 80F: 3 clusters Score -4.017482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317062 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -40174828.000000 Penalty: 6287.678223
	Iteration 81Q: 3 clusters Score -4.017483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317075 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 82Q: 3 clusters Score -4.017482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317084 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 83Q: 3 clusters Score -4.017482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317090 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -40174808.000000 Penalty: 6287.678223
	Iteration 84Q: 3 clusters Score -4.017481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317095 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -40174836.000000 Penalty: 6287.678223
	Iteration 85Q: 3 clusters Score -4.017484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317099 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -40174824.000000 Penalty: 6287.678223
	Iteration 86Q: 3 clusters Score -4.017482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317106 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -40174792.000000 Penalty: 6287.678223
	Iteration 87Q: 3 clusters Score -4.017479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317114 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 88Q: 3 clusters Score -4.01748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317123 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -40174784.000000 Penalty: 6287.678223
	Iteration 89Q: 3 clusters Score -4.017478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317130 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -40174792.000000 Penalty: 6287.678223
	Iteration 90Q: 3 clusters Score -4.017479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317134 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -40174792.000000 Penalty: 6287.678223
	Iteration 91Q: 3 clusters Score -4.017479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317142 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 92Q: 3 clusters Score -4.017481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317149 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 93Q: 3 clusters Score -4.01748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317152 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 94Q: 3 clusters Score -4.017481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317158 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 95Q: 3 clusters Score -4.017482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317162 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 96Q: 3 clusters Score -4.017482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317166 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -40174792.000000 Penalty: 6287.678223
	Iteration 97Q: 3 clusters Score -4.017479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317167 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -40174804.000000 Penalty: 6287.678223
	Iteration 98Q: 3 clusters Score -4.01748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317171 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 99Q: 3 clusters Score -4.017482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317176 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 100F: 3 clusters Score -4.01748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317179 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 101Q: 3 clusters Score -4.017482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317187 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -40174796.000000 Penalty: 6287.678223
	Iteration 102Q: 3 clusters Score -4.01748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317192 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -40174808.000000 Penalty: 6287.678223
	Iteration 103Q: 3 clusters Score -4.017481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317200 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -40174780.000000 Penalty: 6287.678223
	Iteration 104Q: 3 clusters Score -4.017478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317208 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -40174780.000000 Penalty: 6287.678223
	Iteration 105Q: 3 clusters Score -4.017478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317214 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 106Q: 3 clusters Score -4.017482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317220 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -40174804.000000 Penalty: 6287.678223
	Iteration 107Q: 3 clusters Score -4.01748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317225 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -40174796.000000 Penalty: 6287.678223
	Iteration 108Q: 3 clusters Score -4.01748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317227 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -40174788.000000 Penalty: 6287.678223
	Iteration 109Q: 3 clusters Score -4.017479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317233 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -40174784.000000 Penalty: 6287.678223
	Iteration 110Q: 3 clusters Score -4.017478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317239 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 111Q: 3 clusters Score -4.017482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317247 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -40174776.000000 Penalty: 6287.678223
	Iteration 112Q: 3 clusters Score -4.017478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317256 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -40174784.000000 Penalty: 6287.678223
	Iteration 113Q: 3 clusters Score -4.017478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317265 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 114Q: 3 clusters Score -4.01748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317276 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 115Q: 3 clusters Score -4.017481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -40174796.000000 Penalty: 6287.678223
	Iteration 116Q: 3 clusters Score -4.01748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317300 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 117Q: 3 clusters Score -4.01748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317304 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -40174828.000000 Penalty: 6287.678223
	Iteration 118Q: 3 clusters Score -4.017483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317306 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -40174828.000000 Penalty: 6287.678223
	Iteration 119Q: 3 clusters Score -4.017483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317311 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -40174800.000000 Penalty: 6287.678223
	Iteration 120F: 3 clusters Score -4.01748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317314 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 121Q: 3 clusters Score -4.017481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317316 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -40174808.000000 Penalty: 6287.678223
	Iteration 122Q: 3 clusters Score -4.017481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317319 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 123Q: 3 clusters Score -4.017482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317322 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 124Q: 3 clusters Score -4.017481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317327 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 125Q: 3 clusters Score -4.017482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317332 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -40174828.000000 Penalty: 6287.678223
	Iteration 126Q: 3 clusters Score -4.017483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317333 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -40174836.000000 Penalty: 6287.678223
	Iteration 127Q: 3 clusters Score -4.017484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317334 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -40174812.000000 Penalty: 6287.678223
	Iteration 128Q: 3 clusters Score -4.017481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317336 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -40174836.000000 Penalty: 6287.678223
	Iteration 129Q: 3 clusters Score -4.017484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317337 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -40174804.000000 Penalty: 6287.678223
	Iteration 130Q: 3 clusters Score -4.01748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317338 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -40174804.000000 Penalty: 6287.678223
	Iteration 131Q: 3 clusters Score -4.01748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317340 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -40174816.000000 Penalty: 6287.678223
	Iteration 132Q: 3 clusters Score -4.017482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317343 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 133Q: 3 clusters Score -4.017482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317345 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -40174820.000000 Penalty: 6287.678223
	Iteration 134Q: 3 clusters Score -4.017482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317345 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -40174848.000000 Penalty: 6287.678223
	Iteration 135Q: 3 clusters Score -4.017485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317346 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -40174848.000000 Penalty: 6287.678223
	Iteration 136Q: 3 clusters Score -4.017485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317347 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -40174844.000000 Penalty: 6287.678223
	Iteration 137Q: 3 clusters Score -4.017484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317347 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -40174844.000000 Penalty: 6287.678223
	Iteration 138F: 3 clusters Score -4.017484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -744271.187500 Penalty: 2163.159424
	Iteration 0F: 2 clusters Score -744271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -738970.000000 Penalty: 4326.318848
	Iteration 0F: 3 clusters Score -738970 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -740301.250000 Penalty: 4326.318848
	Iteration 1F: 3 clusters Score -740301.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -740549.625000 Penalty: 4326.318848
	Iteration 2F: 3 clusters Score -740549.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -740681.500000 Penalty: 4326.318848
	Iteration 3Q: 3 clusters Score -740681.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -740772.375000 Penalty: 4326.318848
	Iteration 4Q: 3 clusters Score -740772.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -740846.812500 Penalty: 4326.318848
	Iteration 5Q: 3 clusters Score -740846.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -740902.875000 Penalty: 4326.318848
	Iteration 6Q: 3 clusters Score -740902.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -740949.312500 Penalty: 4326.318848
	Iteration 7Q: 3 clusters Score -740949.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -740989.062500 Penalty: 4326.318848
	Iteration 8Q: 3 clusters Score -740989.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -741016.187500 Penalty: 4326.318848
	Iteration 9Q: 3 clusters Score -741016.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -741041.812500 Penalty: 4326.318848
	Iteration 10Q: 3 clusters Score -741041.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -741062.312500 Penalty: 4326.318848
	Iteration 11Q: 3 clusters Score -741062.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -741076.625000 Penalty: 4326.318848
	Iteration 12Q: 3 clusters Score -741076.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -741092.000000 Penalty: 4326.318848
	Iteration 13Q: 3 clusters Score -741092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -741112.000000 Penalty: 4326.318848
	Iteration 14Q: 3 clusters Score -741112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -741130.062500 Penalty: 4326.318848
	Iteration 15Q: 3 clusters Score -741130.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -741148.687500 Penalty: 4326.318848
	Iteration 16Q: 3 clusters Score -741148.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -741172.125000 Penalty: 4326.318848
	Iteration 17Q: 3 clusters Score -741172.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -741197.125000 Penalty: 4326.318848
	Iteration 18Q: 3 clusters Score -741197.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -741223.500000 Penalty: 4326.318848
	Iteration 19Q: 3 clusters Score -741223.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -741256.312500 Penalty: 4326.318848
	Iteration 20F: 3 clusters Score -741256.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -741293.312500 Penalty: 4326.318848
	Iteration 21Q: 3 clusters Score -741293.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -741337.125000 Penalty: 4326.318848
	Iteration 22Q: 3 clusters Score -741337.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -741381.125000 Penalty: 4326.318848
	Iteration 23Q: 3 clusters Score -741381.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -741430.812500 Penalty: 4326.318848
	Iteration 24Q: 3 clusters Score -741430.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -741494.875000 Penalty: 4326.318848
	Iteration 25Q: 3 clusters Score -741494.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -741568.250000 Penalty: 4326.318848
	Iteration 26Q: 3 clusters Score -741568.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -741640.250000 Penalty: 4326.318848
	Iteration 27Q: 3 clusters Score -741640.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -741721.187500 Penalty: 4326.318848
	Iteration 28Q: 3 clusters Score -741721.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -741804.750000 Penalty: 4326.318848
	Iteration 29Q: 3 clusters Score -741804.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -741882.687500 Penalty: 4326.318848
	Iteration 30Q: 3 clusters Score -741882.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -741950.062500 Penalty: 4326.318848
	Iteration 31Q: 3 clusters Score -741950.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -742001.250000 Penalty: 4326.318848
	Iteration 32Q: 3 clusters Score -742001.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -742043.875000 Penalty: 4326.318848
	Iteration 33Q: 3 clusters Score -742043.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -742071.062500 Penalty: 4326.318848
	Iteration 34Q: 3 clusters Score -742071.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -742103.312500 Penalty: 4326.318848
	Iteration 35Q: 3 clusters Score -742103.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -742138.375000 Penalty: 4326.318848
	Iteration 36Q: 3 clusters Score -742138.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -742174.125000 Penalty: 4326.318848
	Iteration 37Q: 3 clusters Score -742174.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -742196.875000 Penalty: 4326.318848
	Iteration 38Q: 3 clusters Score -742196.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -742220.750000 Penalty: 4326.318848
	Iteration 39Q: 3 clusters Score -742220.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -742236.562500 Penalty: 4326.318848
	Iteration 40F: 3 clusters Score -742236.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -742249.250000 Penalty: 4326.318848
	Iteration 41Q: 3 clusters Score -742249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -742259.375000 Penalty: 4326.318848
	Iteration 42Q: 3 clusters Score -742259.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -742266.812500 Penalty: 4326.318848
	Iteration 43Q: 3 clusters Score -742266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -742274.000000 Penalty: 4326.318848
	Iteration 44Q: 3 clusters Score -742274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -742278.812500 Penalty: 4326.318848
	Iteration 45Q: 3 clusters Score -742278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -742285.437500 Penalty: 4326.318848
	Iteration 46Q: 3 clusters Score -742285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -742289.500000 Penalty: 4326.318848
	Iteration 47Q: 3 clusters Score -742289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -742291.687500 Penalty: 4326.318848
	Iteration 48Q: 3 clusters Score -742291.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -742299.875000 Penalty: 4326.318848
	Iteration 49Q: 3 clusters Score -742299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -742302.500000 Penalty: 4326.318848
	Iteration 50Q: 3 clusters Score -742302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -742303.875000 Penalty: 4326.318848
	Iteration 51Q: 3 clusters Score -742303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -742307.812500 Penalty: 4326.318848
	Iteration 52Q: 3 clusters Score -742307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -742309.125000 Penalty: 4326.318848
	Iteration 53Q: 3 clusters Score -742309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -742309.125000 Penalty: 4326.318848
	Iteration 54Q: 3 clusters Score -742309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -742309.125000 Penalty: 4326.318848
	Iteration 55F: 3 clusters Score -742309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -518722.937500 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -518722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -514675.625000 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -514675.6 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -515655.218750 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -515655.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -515936.531250 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -515936.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -516169.437500 Penalty: 4152.824707
	Iteration 3F: 3 clusters Score -516169.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -516393.718750 Penalty: 4152.824707
	Iteration 4F: 3 clusters Score -516393.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -516579.781250 Penalty: 4152.824707
	Iteration 5F: 3 clusters Score -516579.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -516771.687500 Penalty: 4152.824707
	Iteration 6F: 3 clusters Score -516771.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -516962.343750 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -516962.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -517101.531250 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -517101.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -517214.187500 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -517214.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -517312.843750 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -517312.8 nChanged 109
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: -517381.968750 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -517382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -517439.562500 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -517439.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -517485.843750 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -517485.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -517509.406250 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -517509.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -517521.593750 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -517521.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -517530.500000 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -517530.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -517534.437500 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -517534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -517539.343750 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -517539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -517541.781250 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -517541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -517544.906250 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -517544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -517548.500000 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -517548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -517549.625000 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -517549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -517551.968750 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -517552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -517552.375000 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -517552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -517553.750000 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -517553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -517555.687500 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -517555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -517556.500000 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -517556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -517559.312500 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -517559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -517560.562500 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -517560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -517562.281250 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -517562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -517564.656250 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -517564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -517567.968750 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -517568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -517571.343750 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -517571.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -517576.125000 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -517576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -517577.312500 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -517577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -517577.468750 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -517577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -517577.468750 Penalty: 4152.824707
	Iteration 37F: 3 clusters Score -517577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1231111.875000 Penalty: 2291.326416
	Iteration 0F: 2 clusters Score -1231112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1223197.375000 Penalty: 4582.652832
	Iteration 0F: 3 clusters Score -1223197 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1225584.125000 Penalty: 4582.652832
	Iteration 1F: 3 clusters Score -1225584 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1225958.375000 Penalty: 4582.652832
	Iteration 2F: 3 clusters Score -1225958 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1226266.500000 Penalty: 4582.652832
	Iteration 3F: 3 clusters Score -1226266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1226514.375000 Penalty: 4582.652832
	Iteration 4Q: 3 clusters Score -1226514 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1226787.750000 Penalty: 4582.652832
	Iteration 5Q: 3 clusters Score -1226788 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1227072.500000 Penalty: 4582.652832
	Iteration 6Q: 3 clusters Score -1227072 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1227345.500000 Penalty: 4582.652832
	Iteration 7Q: 3 clusters Score -1227346 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1227581.625000 Penalty: 4582.652832
	Iteration 8Q: 3 clusters Score -1227582 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1227787.500000 Penalty: 4582.652832
	Iteration 9Q: 3 clusters Score -1227788 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1227992.875000 Penalty: 4582.652832
	Iteration 10Q: 3 clusters Score -1227993 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1228190.625000 Penalty: 4582.652832
	Iteration 11Q: 3 clusters Score -1228191 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1228395.500000 Penalty: 4582.652832
	Iteration 12Q: 3 clusters Score -1228396 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1228615.000000 Penalty: 4582.652832
	Iteration 13Q: 3 clusters Score -1228615 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1228839.250000 Penalty: 4582.652832
	Iteration 14Q: 3 clusters Score -1228839 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1229084.375000 Penalty: 4582.652832
	Iteration 15Q: 3 clusters Score -1229084 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1229333.625000 Penalty: 4582.652832
	Iteration 16Q: 3 clusters Score -1229334 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1229543.125000 Penalty: 4582.652832
	Iteration 17Q: 3 clusters Score -1229543 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1229705.375000 Penalty: 4582.652832
	Iteration 18Q: 3 clusters Score -1229705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1229826.125000 Penalty: 4582.652832
	Iteration 19Q: 3 clusters Score -1229826 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1229911.500000 Penalty: 4582.652832
	Iteration 20F: 3 clusters Score -1229912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1229971.125000 Penalty: 4582.652832
	Iteration 21Q: 3 clusters Score -1229971 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1230021.000000 Penalty: 4582.652832
	Iteration 22Q: 3 clusters Score -1230021 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1230052.625000 Penalty: 4582.652832
	Iteration 23Q: 3 clusters Score -1230053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1230082.750000 Penalty: 4582.652832
	Iteration 24Q: 3 clusters Score -1230083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1230107.000000 Penalty: 4582.652832
	Iteration 25Q: 3 clusters Score -1230107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1230114.625000 Penalty: 4582.652832
	Iteration 26Q: 3 clusters Score -1230115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1230126.750000 Penalty: 4582.652832
	Iteration 27Q: 3 clusters Score -1230127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1230132.250000 Penalty: 4582.652832
	Iteration 28Q: 3 clusters Score -1230132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1230141.875000 Penalty: 4582.652832
	Iteration 29Q: 3 clusters Score -1230142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1230149.625000 Penalty: 4582.652832
	Iteration 30Q: 3 clusters Score -1230150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1230157.625000 Penalty: 4582.652832
	Iteration 31Q: 3 clusters Score -1230158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1230159.375000 Penalty: 4582.652832
	Iteration 32Q: 3 clusters Score -1230159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1230162.625000 Penalty: 4582.652832
	Iteration 33Q: 3 clusters Score -1230163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1230165.750000 Penalty: 4582.652832
	Iteration 34Q: 3 clusters Score -1230166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1230172.250000 Penalty: 4582.652832
	Iteration 35Q: 3 clusters Score -1230172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1230177.125000 Penalty: 4582.652832
	Iteration 36Q: 3 clusters Score -1230177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1230181.500000 Penalty: 4582.652832
	Iteration 37Q: 3 clusters Score -1230182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1230181.375000 Penalty: 4582.652832
	Iteration 38Q: 3 clusters Score -1230181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1230186.500000 Penalty: 4582.652832
	Iteration 39Q: 3 clusters Score -1230186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1230190.000000 Penalty: 4582.652832
	Iteration 40F: 3 clusters Score -1230190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1230192.625000 Penalty: 4582.652832
	Iteration 41Q: 3 clusters Score -1230193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1230198.375000 Penalty: 4582.652832
	Iteration 42Q: 3 clusters Score -1230198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1230199.250000 Penalty: 4582.652832
	Iteration 43Q: 3 clusters Score -1230199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1230206.875000 Penalty: 4582.652832
	Iteration 44Q: 3 clusters Score -1230207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1230206.500000 Penalty: 4582.652832
	Iteration 45Q: 3 clusters Score -1230206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1230206.750000 Penalty: 4582.652832
	Iteration 46Q: 3 clusters Score -1230207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1230211.250000 Penalty: 4582.652832
	Iteration 47Q: 3 clusters Score -1230211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1230210.750000 Penalty: 4582.652832
	Iteration 48Q: 3 clusters Score -1230211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1230216.625000 Penalty: 4582.652832
	Iteration 49Q: 3 clusters Score -1230217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1230218.500000 Penalty: 4582.652832
	Iteration 50Q: 3 clusters Score -1230218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1230218.875000 Penalty: 4582.652832
	Iteration 51Q: 3 clusters Score -1230219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1230222.000000 Penalty: 4582.652832
	Iteration 52Q: 3 clusters Score -1230222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1230226.750000 Penalty: 4582.652832
	Iteration 53Q: 3 clusters Score -1230227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1230227.250000 Penalty: 4582.652832
	Iteration 54Q: 3 clusters Score -1230227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1230232.125000 Penalty: 4582.652832
	Iteration 55Q: 3 clusters Score -1230232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1230236.875000 Penalty: 4582.652832
	Iteration 56Q: 3 clusters Score -1230237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1230235.000000 Penalty: 4582.652832
	Iteration 57Q: 3 clusters Score -1230235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1230236.375000 Penalty: 4582.652832
	Iteration 58Q: 3 clusters Score -1230236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1230236.750000 Penalty: 4582.652832
	Iteration 59Q: 3 clusters Score -1230237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1230232.875000 Penalty: 4582.652832
	Iteration 60F: 3 clusters Score -1230233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1230235.625000 Penalty: 4582.652832
	Iteration 61Q: 3 clusters Score -1230236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1230235.625000 Penalty: 4582.652832
	Iteration 62F: 3 clusters Score -1230236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -600236.562500 Penalty: 2133.999756
	Iteration 0F: 2 clusters Score -600236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -595470.125000 Penalty: 4267.999512
	Iteration 0F: 3 clusters Score -595470.1 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -596761.375000 Penalty: 4267.999512
	Iteration 1F: 3 clusters Score -596761.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -597073.750000 Penalty: 4267.999512
	Iteration 2F: 3 clusters Score -597073.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -597303.500000 Penalty: 4267.999512
	Iteration 3F: 3 clusters Score -597303.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -597507.062500 Penalty: 4267.999512
	Iteration 4Q: 3 clusters Score -597507.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -597707.500000 Penalty: 4267.999512
	Iteration 5F: 3 clusters Score -597707.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -597898.562500 Penalty: 4267.999512
	Iteration 6Q: 3 clusters Score -597898.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -598089.937500 Penalty: 4267.999512
	Iteration 7Q: 3 clusters Score -598089.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -598278.562500 Penalty: 4267.999512
	Iteration 8Q: 3 clusters Score -598278.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -598418.562500 Penalty: 4267.999512
	Iteration 9Q: 3 clusters Score -598418.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -598518.812500 Penalty: 4267.999512
	Iteration 10Q: 3 clusters Score -598518.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -598579.375000 Penalty: 4267.999512
	Iteration 11Q: 3 clusters Score -598579.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -598621.875000 Penalty: 4267.999512
	Iteration 12Q: 3 clusters Score -598621.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -598643.312500 Penalty: 4267.999512
	Iteration 13Q: 3 clusters Score -598643.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -598658.875000 Penalty: 4267.999512
	Iteration 14Q: 3 clusters Score -598658.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -598678.187500 Penalty: 4267.999512
	Iteration 15Q: 3 clusters Score -598678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -598692.625000 Penalty: 4267.999512
	Iteration 16Q: 3 clusters Score -598692.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -598702.562500 Penalty: 4267.999512
	Iteration 17Q: 3 clusters Score -598702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -598711.687500 Penalty: 4267.999512
	Iteration 18Q: 3 clusters Score -598711.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -598718.437500 Penalty: 4267.999512
	Iteration 19Q: 3 clusters Score -598718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -598727.062500 Penalty: 4267.999512
	Iteration 20F: 3 clusters Score -598727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -598732.437500 Penalty: 4267.999512
	Iteration 21Q: 3 clusters Score -598732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -598735.875000 Penalty: 4267.999512
	Iteration 22Q: 3 clusters Score -598735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -598738.750000 Penalty: 4267.999512
	Iteration 23Q: 3 clusters Score -598738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -598741.312500 Penalty: 4267.999512
	Iteration 24Q: 3 clusters Score -598741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -598746.000000 Penalty: 4267.999512
	Iteration 25Q: 3 clusters Score -598746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -598749.375000 Penalty: 4267.999512
	Iteration 26Q: 3 clusters Score -598749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -598751.312500 Penalty: 4267.999512
	Iteration 27Q: 3 clusters Score -598751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -598752.000000 Penalty: 4267.999512
	Iteration 28Q: 3 clusters Score -598752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -598753.750000 Penalty: 4267.999512
	Iteration 29Q: 3 clusters Score -598753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -598756.062500 Penalty: 4267.999512
	Iteration 30Q: 3 clusters Score -598756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -598759.937500 Penalty: 4267.999512
	Iteration 31Q: 3 clusters Score -598759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -598759.875000 Penalty: 4267.999512
	Iteration 32Q: 3 clusters Score -598759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -598761.562500 Penalty: 4267.999512
	Iteration 33Q: 3 clusters Score -598761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -598764.625000 Penalty: 4267.999512
	Iteration 34Q: 3 clusters Score -598764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -598764.625000 Penalty: 4267.999512
	Iteration 35Q: 3 clusters Score -598764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -598765.625000 Penalty: 4267.999512
	Iteration 36Q: 3 clusters Score -598765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -598765.625000 Penalty: 4267.999512
	Iteration 37F: 3 clusters Score -598765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Entering Unmasked Estep 
Score: -2752094.000000 Penalty: 2478.005127
	Iteration 0F: 2 clusters Score -2752094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2736882.750000 Penalty: 4956.010254
	Iteration 0F: 3 clusters Score -2736883 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2742125.000000 Penalty: 4956.010254
	Iteration 1F: 3 clusters Score -2742125 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2742614.750000 Penalty: 4956.010254
	Iteration 2F: 3 clusters Score -2742615 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2743074.000000 Penalty: 4956.010254
	Iteration 3Q: 3 clusters Score -2743074 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2743538.750000 Penalty: 4956.010254
	Iteration 4Q: 3 clusters Score -2743539 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2744068.000000 Penalty: 4956.010254
	Iteration 5Q: 3 clusters Score -2744068 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2744723.000000 Penalty: 4956.010254
	Iteration 6F: 3 clusters Score -2744723 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2745576.250000 Penalty: 4956.010254
	Iteration 7F: 3 clusters Score -2745576 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2746570.250000 Penalty: 4956.010254
	Iteration 8F: 3 clusters Score -2746570 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2747550.000000 Penalty: 4956.010254
	Iteration 9F: 3 clusters Score -2747550 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2748497.000000 Penalty: 4956.010254
	Iteration 10Q: 3 clusters Score -2748497 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2749164.500000 Penalty: 4956.010254
	Iteration 11Q: 3 clusters Score -2749164 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2749576.750000 Penalty: 4956.010254
	Iteration 12Q: 3 clusters Score -2749577 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2749864.250000 Penalty: 4956.010254
	Iteration 13Q: 3 clusters Score -2749864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2750030.500000 Penalty: 4956.010254
	Iteration 14Q: 3 clusters Score -2750030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2750142.000000 Penalty: 4956.010254
	Iteration 15Q: 3 clusters Score -2750142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2750210.000000 Penalty: 4956.010254
	Iteration 16Q: 3 clusters Score -2750210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2750229.000000 Penalty: 4956.010254
	Iteration 17Q: 3 clusters Score -2750229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2750257.500000 Penalty: 4956.010254
	Iteration 18Q: 3 clusters Score -2750258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2750263.250000 Penalty: 4956.010254
	Iteration 19Q: 3 clusters Score -2750263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2750269.750000 Penalty: 4956.010254
	Iteration 20F: 3 clusters Score -2750270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2750284.000000 Penalty: 4956.010254
	Iteration 21Q: 3 clusters Score -2750284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2750296.000000 Penalty: 4956.010254
	Iteration 22Q: 3 clusters Score -2750296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2750306.500000 Penalty: 4956.010254
	Iteration 23Q: 3 clusters Score -2750306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2750310.750000 Penalty: 4956.010254
	Iteration 24Q: 3 clusters Score -2750311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2750315.250000 Penalty: 4956.010254
	Iteration 25Q: 3 clusters Score -2750315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2750319.000000 Penalty: 4956.010254
	Iteration 26Q: 3 clusters Score -2750319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2750321.000000 Penalty: 4956.010254
	Iteration 27Q: 3 clusters Score -2750321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2750324.250000 Penalty: 4956.010254
	Iteration 28Q: 3 clusters Score -2750324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2750323.750000 Penalty: 4956.010254
	Iteration 29Q: 3 clusters Score -2750324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2750323.000000 Penalty: 4956.010254
	Iteration 30Q: 3 clusters Score -2750323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2750328.500000 Penalty: 4956.010254
	Iteration 31Q: 3 clusters Score -2750328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2750328.000000 Penalty: 4956.010254
	Iteration 32Q: 3 clusters Score -2750328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2750329.000000 Penalty: 4956.010254
	Iteration 33Q: 3 clusters Score -2750329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2750333.750000 Penalty: 4956.010254
	Iteration 34Q: 3 clusters Score -2750334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2750333.750000 Penalty: 4956.010254
	Iteration 35Q: 3 clusters Score -2750334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2750335.250000 Penalty: 4956.010254
	Iteration 36Q: 3 clusters Score -2750335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2750331.750000 Penalty: 4956.010254
	Iteration 37Q: 3 clusters Score -2750332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2750333.500000 Penalty: 4956.010254
	Iteration 38Q: 3 clusters Score -2750334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2750334.000000 Penalty: 4956.010254
	Iteration 39Q: 3 clusters Score -2750334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2750334.250000 Penalty: 4956.010254
	Iteration 40F: 3 clusters Score -2750334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2750335.250000 Penalty: 4956.010254
	Iteration 41Q: 3 clusters Score -2750335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2750335.000000 Penalty: 4956.010254
	Iteration 42Q: 3 clusters Score -2750335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2750335.750000 Penalty: 4956.010254
	Iteration 43Q: 3 clusters Score -2750336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2750337.750000 Penalty: 4956.010254
	Iteration 44Q: 3 clusters Score -2750338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2750336.500000 Penalty: 4956.010254
	Iteration 45Q: 3 clusters Score -2750336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2750337.500000 Penalty: 4956.010254
	Iteration 46Q: 3 clusters Score -2750338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2750336.500000 Penalty: 4956.010254
	Iteration 47Q: 3 clusters Score -2750336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2750336.250000 Penalty: 4956.010254
	Iteration 48Q: 3 clusters Score -2750336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2750336.000000 Penalty: 4956.010254
	Iteration 49Q: 3 clusters Score -2750336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2750334.000000 Penalty: 4956.010254
	Iteration 50Q: 3 clusters Score -2750334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2750337.000000 Penalty: 4956.010254
	Iteration 51Q: 3 clusters Score -2750337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2750337.000000 Penalty: 4956.010254
	Iteration 52F: 3 clusters Score -2750337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -42909.582031 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -42909.58 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 200 members 
Entering Unmasked Estep 
Score: -41536.304688 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -41536.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41654.554688 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -41654.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41692.609375 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -41692.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41705.398438 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -41705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41709.796875 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -41709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41721.957031 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -41721.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41726.992188 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -41726.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41731.007812 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -41731.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41731.007812 Penalty: 2942.393555
	Iteration 8F: 3 clusters Score -41731.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Entering Unmasked Estep 
Score: -4835147.000000 Penalty: 2621.145508
	Iteration 0F: 2 clusters Score -4835147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4808791.000000 Penalty: 5242.291016
	Iteration 0F: 3 clusters Score -4808791 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4818461.500000 Penalty: 5242.291016
	Iteration 1F: 3 clusters Score -4818462 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4818966.500000 Penalty: 5242.291016
	Iteration 2Q: 3 clusters Score -4818966 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4819402.000000 Penalty: 5242.291016
	Iteration 3Q: 3 clusters Score -4819402 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4819794.000000 Penalty: 5242.291016
	Iteration 4Q: 3 clusters Score -4819794 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4820213.500000 Penalty: 5242.291016
	Iteration 5Q: 3 clusters Score -4820214 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4820874.000000 Penalty: 5242.291016
	Iteration 6Q: 3 clusters Score -4820874 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4821803.000000 Penalty: 5242.291016
	Iteration 7Q: 3 clusters Score -4821803 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4823399.000000 Penalty: 5242.291016
	Iteration 8F: 3 clusters Score -4823399 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4825596.000000 Penalty: 5242.291016
	Iteration 9F: 3 clusters Score -4825596 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4827995.000000 Penalty: 5242.291016
	Iteration 10F: 3 clusters Score -4827995 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4830005.500000 Penalty: 5242.291016
	Iteration 11F: 3 clusters Score -4830006 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4831346.500000 Penalty: 5242.291016
	Iteration 12Q: 3 clusters Score -4831346 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4832105.500000 Penalty: 5242.291016
	Iteration 13Q: 3 clusters Score -4832106 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4832466.000000 Penalty: 5242.291016
	Iteration 14Q: 3 clusters Score -4832466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4832698.500000 Penalty: 5242.291016
	Iteration 15Q: 3 clusters Score -4832698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4832843.500000 Penalty: 5242.291016
	Iteration 16Q: 3 clusters Score -4832844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4832913.000000 Penalty: 5242.291016
	Iteration 17Q: 3 clusters Score -4832913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4832961.500000 Penalty: 5242.291016
	Iteration 18Q: 3 clusters Score -4832962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4832996.000000 Penalty: 5242.291016
	Iteration 19Q: 3 clusters Score -4832996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4833025.000000 Penalty: 5242.291016
	Iteration 20F: 3 clusters Score -4833025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4833036.000000 Penalty: 5242.291016
	Iteration 21Q: 3 clusters Score -4833036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4833047.500000 Penalty: 5242.291016
	Iteration 22Q: 3 clusters Score -4833048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4833059.000000 Penalty: 5242.291016
	Iteration 23Q: 3 clusters Score -4833059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4833080.000000 Penalty: 5242.291016
	Iteration 24Q: 3 clusters Score -4833080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4833078.500000 Penalty: 5242.291016
	Iteration 25Q: 3 clusters Score -4833078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4833078.500000 Penalty: 5242.291016
	Iteration 26Q: 3 clusters Score -4833078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4833079.000000 Penalty: 5242.291016
	Iteration 27Q: 3 clusters Score -4833079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4833082.500000 Penalty: 5242.291016
	Iteration 28Q: 3 clusters Score -4833082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4833085.000000 Penalty: 5242.291016
	Iteration 29Q: 3 clusters Score -4833085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4833085.000000 Penalty: 5242.291016
	Iteration 30F: 3 clusters Score -4833085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -1355528.875000 Penalty: 2309.553711
	Iteration 0F: 2 clusters Score -1355529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1347127.125000 Penalty: 4619.107422
	Iteration 0F: 3 clusters Score -1347127 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1349759.500000 Penalty: 4619.107422
	Iteration 1F: 3 clusters Score -1349760 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1350246.750000 Penalty: 4619.107422
	Iteration 2F: 3 clusters Score -1350247 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1350707.250000 Penalty: 4619.107422
	Iteration 3F: 3 clusters Score -1350707 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1351132.375000 Penalty: 4619.107422
	Iteration 4F: 3 clusters Score -1351132 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1351524.875000 Penalty: 4619.107422
	Iteration 5F: 3 clusters Score -1351525 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1351894.875000 Penalty: 4619.107422
	Iteration 6F: 3 clusters Score -1351895 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1352270.125000 Penalty: 4619.107422
	Iteration 7F: 3 clusters Score -1352270 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1352658.750000 Penalty: 4619.107422
	Iteration 8F: 3 clusters Score -1352659 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1353045.250000 Penalty: 4619.107422
	Iteration 9F: 3 clusters Score -1353045 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1353376.750000 Penalty: 4619.107422
	Iteration 10Q: 3 clusters Score -1353377 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1353624.250000 Penalty: 4619.107422
	Iteration 11Q: 3 clusters Score -1353624 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1353816.250000 Penalty: 4619.107422
	Iteration 12Q: 3 clusters Score -1353816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1353914.875000 Penalty: 4619.107422
	Iteration 13Q: 3 clusters Score -1353915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1353983.375000 Penalty: 4619.107422
	Iteration 14Q: 3 clusters Score -1353983 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1354033.375000 Penalty: 4619.107422
	Iteration 15Q: 3 clusters Score -1354033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1354078.250000 Penalty: 4619.107422
	Iteration 16Q: 3 clusters Score -1354078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1354116.875000 Penalty: 4619.107422
	Iteration 17Q: 3 clusters Score -1354117 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1354140.125000 Penalty: 4619.107422
	Iteration 18Q: 3 clusters Score -1354140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1354167.375000 Penalty: 4619.107422
	Iteration 19Q: 3 clusters Score -1354167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1354175.375000 Penalty: 4619.107422
	Iteration 20F: 3 clusters Score -1354175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1354190.875000 Penalty: 4619.107422
	Iteration 21Q: 3 clusters Score -1354191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1354207.625000 Penalty: 4619.107422
	Iteration 22Q: 3 clusters Score -1354208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1354214.625000 Penalty: 4619.107422
	Iteration 23Q: 3 clusters Score -1354215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1354221.375000 Penalty: 4619.107422
	Iteration 24Q: 3 clusters Score -1354221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1354233.750000 Penalty: 4619.107422
	Iteration 25Q: 3 clusters Score -1354234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1354252.375000 Penalty: 4619.107422
	Iteration 26Q: 3 clusters Score -1354252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1354270.250000 Penalty: 4619.107422
	Iteration 27Q: 3 clusters Score -1354270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1354290.500000 Penalty: 4619.107422
	Iteration 28Q: 3 clusters Score -1354290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1354326.625000 Penalty: 4619.107422
	Iteration 29Q: 3 clusters Score -1354327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1354357.500000 Penalty: 4619.107422
	Iteration 30Q: 3 clusters Score -1354358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1354399.875000 Penalty: 4619.107422
	Iteration 31Q: 3 clusters Score -1354400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1354442.500000 Penalty: 4619.107422
	Iteration 32Q: 3 clusters Score -1354442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1354469.125000 Penalty: 4619.107422
	Iteration 33Q: 3 clusters Score -1354469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1354494.625000 Penalty: 4619.107422
	Iteration 34Q: 3 clusters Score -1354495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1354511.750000 Penalty: 4619.107422
	Iteration 35Q: 3 clusters Score -1354512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1354539.875000 Penalty: 4619.107422
	Iteration 36Q: 3 clusters Score -1354540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1354563.875000 Penalty: 4619.107422
	Iteration 37Q: 3 clusters Score -1354564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1354586.625000 Penalty: 4619.107422
	Iteration 38Q: 3 clusters Score -1354587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1354596.375000 Penalty: 4619.107422
	Iteration 39Q: 3 clusters Score -1354596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1354605.500000 Penalty: 4619.107422
	Iteration 40F: 3 clusters Score -1354606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1354612.375000 Penalty: 4619.107422
	Iteration 41Q: 3 clusters Score -1354612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1354620.625000 Penalty: 4619.107422
	Iteration 42Q: 3 clusters Score -1354621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1354626.250000 Penalty: 4619.107422
	Iteration 43Q: 3 clusters Score -1354626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1354633.500000 Penalty: 4619.107422
	Iteration 44Q: 3 clusters Score -1354634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1354640.500000 Penalty: 4619.107422
	Iteration 45Q: 3 clusters Score -1354640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1354641.750000 Penalty: 4619.107422
	Iteration 46Q: 3 clusters Score -1354642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1354652.875000 Penalty: 4619.107422
	Iteration 47Q: 3 clusters Score -1354653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1354655.000000 Penalty: 4619.107422
	Iteration 48Q: 3 clusters Score -1354655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1354656.500000 Penalty: 4619.107422
	Iteration 49Q: 3 clusters Score -1354656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1354658.875000 Penalty: 4619.107422
	Iteration 50Q: 3 clusters Score -1354659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1354662.125000 Penalty: 4619.107422
	Iteration 51Q: 3 clusters Score -1354662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1354668.000000 Penalty: 4619.107422
	Iteration 52Q: 3 clusters Score -1354668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1354669.875000 Penalty: 4619.107422
	Iteration 53Q: 3 clusters Score -1354670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1354670.875000 Penalty: 4619.107422
	Iteration 54Q: 3 clusters Score -1354671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1354670.625000 Penalty: 4619.107422
	Iteration 55Q: 3 clusters Score -1354671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1354670.750000 Penalty: 4619.107422
	Iteration 56Q: 3 clusters Score -1354671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1354670.000000 Penalty: 4619.107422
	Iteration 57Q: 3 clusters Score -1354670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1354669.750000 Penalty: 4619.107422
	Iteration 58Q: 3 clusters Score -1354670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1354671.750000 Penalty: 4619.107422
	Iteration 59Q: 3 clusters Score -1354672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1354672.625000 Penalty: 4619.107422
	Iteration 60F: 3 clusters Score -1354673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1354676.750000 Penalty: 4619.107422
	Iteration 61Q: 3 clusters Score -1354677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1354676.625000 Penalty: 4619.107422
	Iteration 62Q: 3 clusters Score -1354677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1354678.750000 Penalty: 4619.107422
	Iteration 63Q: 3 clusters Score -1354679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1354679.500000 Penalty: 4619.107422
	Iteration 64Q: 3 clusters Score -1354680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1354682.875000 Penalty: 4619.107422
	Iteration 65Q: 3 clusters Score -1354683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1354686.750000 Penalty: 4619.107422
	Iteration 66Q: 3 clusters Score -1354687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1354685.625000 Penalty: 4619.107422
	Iteration 67Q: 3 clusters Score -1354686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1354688.625000 Penalty: 4619.107422
	Iteration 68Q: 3 clusters Score -1354689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1354690.500000 Penalty: 4619.107422
	Iteration 69Q: 3 clusters Score -1354690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1354692.625000 Penalty: 4619.107422
	Iteration 70Q: 3 clusters Score -1354693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1354699.250000 Penalty: 4619.107422
	Iteration 71Q: 3 clusters Score -1354699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1354705.000000 Penalty: 4619.107422
	Iteration 72Q: 3 clusters Score -1354705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1354710.500000 Penalty: 4619.107422
	Iteration 73Q: 3 clusters Score -1354710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1354709.375000 Penalty: 4619.107422
	Iteration 74Q: 3 clusters Score -1354709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1354712.250000 Penalty: 4619.107422
	Iteration 75Q: 3 clusters Score -1354712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1354715.375000 Penalty: 4619.107422
	Iteration 76Q: 3 clusters Score -1354715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1354715.875000 Penalty: 4619.107422
	Iteration 77Q: 3 clusters Score -1354716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1354714.750000 Penalty: 4619.107422
	Iteration 78Q: 3 clusters Score -1354715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1354716.125000 Penalty: 4619.107422
	Iteration 79Q: 3 clusters Score -1354716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1354718.375000 Penalty: 4619.107422
	Iteration 80F: 3 clusters Score -1354718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1354718.125000 Penalty: 4619.107422
	Iteration 81Q: 3 clusters Score -1354718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1354717.875000 Penalty: 4619.107422
	Iteration 82Q: 3 clusters Score -1354718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1354717.500000 Penalty: 4619.107422
	Iteration 83Q: 3 clusters Score -1354718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1354716.375000 Penalty: 4619.107422
	Iteration 84Q: 3 clusters Score -1354716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1354716.375000 Penalty: 4619.107422
	Iteration 85F: 3 clusters Score -1354716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Entering Unmasked Estep 
Score: -4358675.000000 Penalty: 2609.901123
	Iteration 0F: 2 clusters Score -4358675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4333366.500000 Penalty: 5219.802246
	Iteration 0F: 3 clusters Score -4333366 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4342659.000000 Penalty: 5219.802246
	Iteration 1F: 3 clusters Score -4342659 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4343281.500000 Penalty: 5219.802246
	Iteration 2Q: 3 clusters Score -4343282 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4343987.500000 Penalty: 5219.802246
	Iteration 3Q: 3 clusters Score -4343988 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4344818.500000 Penalty: 5219.802246
	Iteration 4Q: 3 clusters Score -4344818 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4345787.000000 Penalty: 5219.802246
	Iteration 5F: 3 clusters Score -4345787 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4347033.500000 Penalty: 5219.802246
	Iteration 6F: 3 clusters Score -4347034 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4348597.500000 Penalty: 5219.802246
	Iteration 7F: 3 clusters Score -4348598 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4350329.000000 Penalty: 5219.802246
	Iteration 8F: 3 clusters Score -4350329 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4351968.500000 Penalty: 5219.802246
	Iteration 9F: 3 clusters Score -4351968 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4353447.500000 Penalty: 5219.802246
	Iteration 10F: 3 clusters Score -4353448 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4354536.000000 Penalty: 5219.802246
	Iteration 11Q: 3 clusters Score -4354536 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4355125.000000 Penalty: 5219.802246
	Iteration 12Q: 3 clusters Score -4355125 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4355403.500000 Penalty: 5219.802246
	Iteration 13Q: 3 clusters Score -4355404 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4355569.000000 Penalty: 5219.802246
	Iteration 14Q: 3 clusters Score -4355569 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4355714.000000 Penalty: 5219.802246
	Iteration 15Q: 3 clusters Score -4355714 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4355850.000000 Penalty: 5219.802246
	Iteration 16Q: 3 clusters Score -4355850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4355956.500000 Penalty: 5219.802246
	Iteration 17Q: 3 clusters Score -4355956 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4356063.000000 Penalty: 5219.802246
	Iteration 18Q: 3 clusters Score -4356063 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4356153.000000 Penalty: 5219.802246
	Iteration 19Q: 3 clusters Score -4356153 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4356204.500000 Penalty: 5219.802246
	Iteration 20F: 3 clusters Score -4356204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4356244.500000 Penalty: 5219.802246
	Iteration 21Q: 3 clusters Score -4356244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4356258.500000 Penalty: 5219.802246
	Iteration 22Q: 3 clusters Score -4356258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4356274.000000 Penalty: 5219.802246
	Iteration 23Q: 3 clusters Score -4356274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4356291.000000 Penalty: 5219.802246
	Iteration 24Q: 3 clusters Score -4356291 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4356306.000000 Penalty: 5219.802246
	Iteration 25Q: 3 clusters Score -4356306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4356320.000000 Penalty: 5219.802246
	Iteration 26Q: 3 clusters Score -4356320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4356343.000000 Penalty: 5219.802246
	Iteration 27Q: 3 clusters Score -4356343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4356339.500000 Penalty: 5219.802246
	Iteration 28Q: 3 clusters Score -4356340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4356347.000000 Penalty: 5219.802246
	Iteration 29Q: 3 clusters Score -4356347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4356348.000000 Penalty: 5219.802246
	Iteration 30Q: 3 clusters Score -4356348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4356352.500000 Penalty: 5219.802246
	Iteration 31Q: 3 clusters Score -4356352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4356361.000000 Penalty: 5219.802246
	Iteration 32Q: 3 clusters Score -4356361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4356366.000000 Penalty: 5219.802246
	Iteration 33Q: 3 clusters Score -4356366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4356356.000000 Penalty: 5219.802246
	Iteration 34Q: 3 clusters Score -4356356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4356351.500000 Penalty: 5219.802246
	Iteration 35Q: 3 clusters Score -4356352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4356351.000000 Penalty: 5219.802246
	Iteration 36Q: 3 clusters Score -4356351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4356353.000000 Penalty: 5219.802246
	Iteration 37Q: 3 clusters Score -4356353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4356354.500000 Penalty: 5219.802246
	Iteration 38Q: 3 clusters Score -4356354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4356360.000000 Penalty: 5219.802246
	Iteration 39Q: 3 clusters Score -4356360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4356359.500000 Penalty: 5219.802246
	Iteration 40F: 3 clusters Score -4356360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4356355.000000 Penalty: 5219.802246
	Iteration 41Q: 3 clusters Score -4356355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4356361.500000 Penalty: 5219.802246
	Iteration 42Q: 3 clusters Score -4356362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4356364.000000 Penalty: 5219.802246
	Iteration 43Q: 3 clusters Score -4356364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4356361.000000 Penalty: 5219.802246
	Iteration 44Q: 3 clusters Score -4356361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4356363.500000 Penalty: 5219.802246
	Iteration 45Q: 3 clusters Score -4356364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4356361.500000 Penalty: 5219.802246
	Iteration 46Q: 3 clusters Score -4356362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4356364.500000 Penalty: 5219.802246
	Iteration 47Q: 3 clusters Score -4356364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4356364.500000 Penalty: 5219.802246
	Iteration 48F: 3 clusters Score -4356364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -606473.562500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -606473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -601863.500000 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -601863.5 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -602904.625000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -602904.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -603168.875000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -603168.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -603351.312500 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -603351.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -603519.812500 Penalty: 4231.912598
	Iteration 4Q: 3 clusters Score -603519.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -603691.750000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -603691.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -603888.062500 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -603888.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -604055.187500 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -604055.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -604190.750000 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -604190.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -604326.312500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -604326.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -604476.937500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -604476.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -604626.500000 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -604626.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -604788.250000 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -604788.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -604959.187500 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -604959.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605174.000000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -605174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -605470.937500 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -605470.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -605809.812500 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -605809.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -606051.062500 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -606051.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -606148.750000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -606148.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -606187.937500 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -606187.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -606214.937500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -606214.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -606235.750000 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -606235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -606244.937500 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -606244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -606250.312500 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -606250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -606251.625000 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -606251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606252.187500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -606252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606254.187500 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -606254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606254.187500 Penalty: 4231.912598
	Iteration 27F: 3 clusters Score -606254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -269470.968750 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -269471 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 1071 members 
Entering Unmasked Estep 
Score: -266754.093750 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -266754.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267237.593750 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -267237.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267350.218750 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -267350.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267397.781250 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -267397.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267424.593750 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -267424.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -267440.500000 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -267440.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267457.406250 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -267457.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -267468.968750 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -267469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267477.000000 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -267477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267487.843750 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -267487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -267497.000000 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -267497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267503.437500 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -267503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -267507.562500 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -267507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267511.718750 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -267511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267514.375000 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -267514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267515.750000 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -267515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267516.437500 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -267516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267517.906250 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -267517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -267520.218750 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -267520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -267523.406250 Penalty: 3803.838135
	Iteration 19Q: 3 clusters Score -267523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -267525.718750 Penalty: 3803.838135
	Iteration 20F: 3 clusters Score -267525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -267528.468750 Penalty: 3803.838135
	Iteration 21Q: 3 clusters Score -267528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267531.500000 Penalty: 3803.838135
	Iteration 22Q: 3 clusters Score -267531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267534.781250 Penalty: 3803.838135
	Iteration 23Q: 3 clusters Score -267534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -267536.093750 Penalty: 3803.838135
	Iteration 24Q: 3 clusters Score -267536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -267538.687500 Penalty: 3803.838135
	Iteration 25Q: 3 clusters Score -267538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -267540.875000 Penalty: 3803.838135
	Iteration 26Q: 3 clusters Score -267540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -267541.687500 Penalty: 3803.838135
	Iteration 27Q: 3 clusters Score -267541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -267542.906250 Penalty: 3803.838135
	Iteration 28Q: 3 clusters Score -267542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -267542.906250 Penalty: 3803.838135
	Iteration 29F: 3 clusters Score -267542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -202176.828125 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -202176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199664.562500 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -199664.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200110.281250 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -200110.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200257.656250 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -200257.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200329.890625 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -200329.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200381.796875 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -200381.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -200418.000000 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -200418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -200444.218750 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -200444.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -200464.375000 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -200464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200481.625000 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -200481.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -200495.968750 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -200496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -200509.656250 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -200509.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -200520.562500 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -200520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -200527.656250 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -200527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -200529.000000 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -200529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -200533.968750 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -200534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -200540.375000 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -200540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200547.765625 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -200547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200553.093750 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -200553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -200559.312500 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -200559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -200564.484375 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -200564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -200569.781250 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -200569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -200571.171875 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -200571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -200571.421875 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -200571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -200571.421875 Penalty: 3716.961426
	Iteration 23F: 3 clusters Score -200571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -30457.746094 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -30457.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29257.076172 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -29257.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29417.998047 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -29418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29458.484375 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -29458.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29474.732422 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -29474.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29481.537109 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -29481.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29481.537109 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -29481.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Entering Unmasked Estep 
Score: -2263384.500000 Penalty: 2433.029785
	Iteration 0F: 2 clusters Score -2263384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2250435.250000 Penalty: 4866.059570
	Iteration 0F: 3 clusters Score -2250435 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2254663.250000 Penalty: 4866.059570
	Iteration 1F: 3 clusters Score -2254663 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2255006.500000 Penalty: 4866.059570
	Iteration 2F: 3 clusters Score -2255006 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2255333.000000 Penalty: 4866.059570
	Iteration 3Q: 3 clusters Score -2255333 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2255635.500000 Penalty: 4866.059570
	Iteration 4Q: 3 clusters Score -2255636 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2255999.250000 Penalty: 4866.059570
	Iteration 5Q: 3 clusters Score -2255999 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2256456.000000 Penalty: 4866.059570
	Iteration 6Q: 3 clusters Score -2256456 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2257120.250000 Penalty: 4866.059570
	Iteration 7F: 3 clusters Score -2257120 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2258038.000000 Penalty: 4866.059570
	Iteration 8F: 3 clusters Score -2258038 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2259128.500000 Penalty: 4866.059570
	Iteration 9F: 3 clusters Score -2259128 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2260149.000000 Penalty: 4866.059570
	Iteration 10F: 3 clusters Score -2260149 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2260946.000000 Penalty: 4866.059570
	Iteration 11F: 3 clusters Score -2260946 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2261488.500000 Penalty: 4866.059570
	Iteration 12Q: 3 clusters Score -2261488 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2261775.750000 Penalty: 4866.059570
	Iteration 13Q: 3 clusters Score -2261776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2261947.750000 Penalty: 4866.059570
	Iteration 14Q: 3 clusters Score -2261948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2262044.750000 Penalty: 4866.059570
	Iteration 15Q: 3 clusters Score -2262045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2262099.000000 Penalty: 4866.059570
	Iteration 16Q: 3 clusters Score -2262099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2262133.250000 Penalty: 4866.059570
	Iteration 17Q: 3 clusters Score -2262133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2262150.500000 Penalty: 4866.059570
	Iteration 18Q: 3 clusters Score -2262150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2262172.000000 Penalty: 4866.059570
	Iteration 19Q: 3 clusters Score -2262172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2262195.500000 Penalty: 4866.059570
	Iteration 20F: 3 clusters Score -2262196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2262213.500000 Penalty: 4866.059570
	Iteration 21Q: 3 clusters Score -2262214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2262222.750000 Penalty: 4866.059570
	Iteration 22Q: 3 clusters Score -2262223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2262227.000000 Penalty: 4866.059570
	Iteration 23Q: 3 clusters Score -2262227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2262234.000000 Penalty: 4866.059570
	Iteration 24Q: 3 clusters Score -2262234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2262238.500000 Penalty: 4866.059570
	Iteration 25Q: 3 clusters Score -2262238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2262236.000000 Penalty: 4866.059570
	Iteration 26Q: 3 clusters Score -2262236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2262243.500000 Penalty: 4866.059570
	Iteration 27Q: 3 clusters Score -2262244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2262252.500000 Penalty: 4866.059570
	Iteration 28Q: 3 clusters Score -2262252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2262257.000000 Penalty: 4866.059570
	Iteration 29Q: 3 clusters Score -2262257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2262260.750000 Penalty: 4866.059570
	Iteration 30Q: 3 clusters Score -2262261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2262267.750000 Penalty: 4866.059570
	Iteration 31Q: 3 clusters Score -2262268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2262262.250000 Penalty: 4866.059570
	Iteration 32Q: 3 clusters Score -2262262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2262265.750000 Penalty: 4866.059570
	Iteration 33Q: 3 clusters Score -2262266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2262264.750000 Penalty: 4866.059570
	Iteration 34Q: 3 clusters Score -2262265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2262268.750000 Penalty: 4866.059570
	Iteration 35Q: 3 clusters Score -2262269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2262266.250000 Penalty: 4866.059570
	Iteration 36Q: 3 clusters Score -2262266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2262268.250000 Penalty: 4866.059570
	Iteration 37Q: 3 clusters Score -2262268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2262266.250000 Penalty: 4866.059570
	Iteration 38Q: 3 clusters Score -2262266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2262267.750000 Penalty: 4866.059570
	Iteration 39Q: 3 clusters Score -2262268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2262268.500000 Penalty: 4866.059570
	Iteration 40F: 3 clusters Score -2262268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Entering Unmasked Estep 
Score: -6325252.500000 Penalty: 2690.076416
	Iteration 0F: 2 clusters Score -6325252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -6290609.000000 Penalty: 5380.152832
	Iteration 0F: 3 clusters Score -6290609 nChanged 23791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6303704.000000 Penalty: 5380.152832
	Iteration 1F: 3 clusters Score -6303704 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6304210.000000 Penalty: 5380.152832
	Iteration 2Q: 3 clusters Score -6304210 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6304745.500000 Penalty: 5380.152832
	Iteration 3Q: 3 clusters Score -6304746 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -6305285.500000 Penalty: 5380.152832
	Iteration 4Q: 3 clusters Score -6305286 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6305851.000000 Penalty: 5380.152832
	Iteration 5Q: 3 clusters Score -6305851 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6306522.500000 Penalty: 5380.152832
	Iteration 6Q: 3 clusters Score -6306522 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6307525.500000 Penalty: 5380.152832
	Iteration 7Q: 3 clusters Score -6307526 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -6308721.500000 Penalty: 5380.152832
	Iteration 8Q: 3 clusters Score -6308722 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -6310499.000000 Penalty: 5380.152832
	Iteration 9F: 3 clusters Score -6310499 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -6312779.000000 Penalty: 5380.152832
	Iteration 10F: 3 clusters Score -6312779 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -6315281.000000 Penalty: 5380.152832
	Iteration 11F: 3 clusters Score -6315281 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6317604.500000 Penalty: 5380.152832
	Iteration 12F: 3 clusters Score -6317604 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6319571.500000 Penalty: 5380.152832
	Iteration 13Q: 3 clusters Score -6319572 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6320849.000000 Penalty: 5380.152832
	Iteration 14Q: 3 clusters Score -6320849 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6321740.500000 Penalty: 5380.152832
	Iteration 15Q: 3 clusters Score -6321740 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6322297.000000 Penalty: 5380.152832
	Iteration 16Q: 3 clusters Score -6322297 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6322605.000000 Penalty: 5380.152832
	Iteration 17Q: 3 clusters Score -6322605 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6322775.000000 Penalty: 5380.152832
	Iteration 18Q: 3 clusters Score -6322775 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6322909.000000 Penalty: 5380.152832
	Iteration 19Q: 3 clusters Score -6322909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6322975.500000 Penalty: 5380.152832
	Iteration 20F: 3 clusters Score -6322976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6323011.500000 Penalty: 5380.152832
	Iteration 21Q: 3 clusters Score -6323012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6323055.500000 Penalty: 5380.152832
	Iteration 22Q: 3 clusters Score -6323056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6323086.500000 Penalty: 5380.152832
	Iteration 23Q: 3 clusters Score -6323086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6323118.000000 Penalty: 5380.152832
	Iteration 24Q: 3 clusters Score -6323118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6323130.500000 Penalty: 5380.152832
	Iteration 25Q: 3 clusters Score -6323130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6323141.500000 Penalty: 5380.152832
	Iteration 26Q: 3 clusters Score -6323142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6323152.000000 Penalty: 5380.152832
	Iteration 27Q: 3 clusters Score -6323152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6323163.500000 Penalty: 5380.152832
	Iteration 28Q: 3 clusters Score -6323164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6323171.000000 Penalty: 5380.152832
	Iteration 29Q: 3 clusters Score -6323171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6323174.000000 Penalty: 5380.152832
	Iteration 30Q: 3 clusters Score -6323174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6323180.000000 Penalty: 5380.152832
	Iteration 31Q: 3 clusters Score -6323180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6323185.500000 Penalty: 5380.152832
	Iteration 32Q: 3 clusters Score -6323186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6323178.500000 Penalty: 5380.152832
	Iteration 33Q: 3 clusters Score -6323178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6323186.500000 Penalty: 5380.152832
	Iteration 34Q: 3 clusters Score -6323186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6323184.000000 Penalty: 5380.152832
	Iteration 35Q: 3 clusters Score -6323184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6323190.500000 Penalty: 5380.152832
	Iteration 36Q: 3 clusters Score -6323190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6323195.500000 Penalty: 5380.152832
	Iteration 37Q: 3 clusters Score -6323196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6323196.000000 Penalty: 5380.152832
	Iteration 38Q: 3 clusters Score -6323196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6323207.000000 Penalty: 5380.152832
	Iteration 39Q: 3 clusters Score -6323207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6323201.500000 Penalty: 5380.152832
	Iteration 40F: 3 clusters Score -6323202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6323207.500000 Penalty: 5380.152832
	Iteration 41Q: 3 clusters Score -6323208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6323210.000000 Penalty: 5380.152832
	Iteration 42Q: 3 clusters Score -6323210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6323209.000000 Penalty: 5380.152832
	Iteration 43Q: 3 clusters Score -6323209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6323213.000000 Penalty: 5380.152832
	Iteration 44Q: 3 clusters Score -6323213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6323211.000000 Penalty: 5380.152832
	Iteration 45Q: 3 clusters Score -6323211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6323211.000000 Penalty: 5380.152832
	Iteration 46F: 3 clusters Score -6323211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -838240.687500 Penalty: 2188.702393
	Iteration 0F: 2 clusters Score -838240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -832596.875000 Penalty: 4377.404785
	Iteration 0F: 3 clusters Score -832596.9 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -834032.562500 Penalty: 4377.404785
	Iteration 1F: 3 clusters Score -834032.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -834244.000000 Penalty: 4377.404785
	Iteration 2F: 3 clusters Score -834244 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -834386.312500 Penalty: 4377.404785
	Iteration 3Q: 3 clusters Score -834386.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -834475.625000 Penalty: 4377.404785
	Iteration 4Q: 3 clusters Score -834475.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -834533.500000 Penalty: 4377.404785
	Iteration 5Q: 3 clusters Score -834533.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -834581.250000 Penalty: 4377.404785
	Iteration 6Q: 3 clusters Score -834581.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -834617.437500 Penalty: 4377.404785
	Iteration 7Q: 3 clusters Score -834617.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -834642.937500 Penalty: 4377.404785
	Iteration 8Q: 3 clusters Score -834642.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -834672.437500 Penalty: 4377.404785
	Iteration 9Q: 3 clusters Score -834672.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -834707.500000 Penalty: 4377.404785
	Iteration 10Q: 3 clusters Score -834707.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -834740.312500 Penalty: 4377.404785
	Iteration 11Q: 3 clusters Score -834740.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -834783.062500 Penalty: 4377.404785
	Iteration 12Q: 3 clusters Score -834783.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -834829.875000 Penalty: 4377.404785
	Iteration 13Q: 3 clusters Score -834829.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -834876.187500 Penalty: 4377.404785
	Iteration 14Q: 3 clusters Score -834876.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -834916.625000 Penalty: 4377.404785
	Iteration 15Q: 3 clusters Score -834916.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -834951.437500 Penalty: 4377.404785
	Iteration 16Q: 3 clusters Score -834951.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -834999.000000 Penalty: 4377.404785
	Iteration 17Q: 3 clusters Score -834999 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -835059.687500 Penalty: 4377.404785
	Iteration 18Q: 3 clusters Score -835059.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -835126.375000 Penalty: 4377.404785
	Iteration 19Q: 3 clusters Score -835126.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -835204.000000 Penalty: 4377.404785
	Iteration 20F: 3 clusters Score -835204 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -835289.062500 Penalty: 4377.404785
	Iteration 21Q: 3 clusters Score -835289.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -835380.500000 Penalty: 4377.404785
	Iteration 22Q: 3 clusters Score -835380.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -835476.875000 Penalty: 4377.404785
	Iteration 23Q: 3 clusters Score -835476.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -835567.750000 Penalty: 4377.404785
	Iteration 24Q: 3 clusters Score -835567.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -835656.312500 Penalty: 4377.404785
	Iteration 25Q: 3 clusters Score -835656.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -835757.062500 Penalty: 4377.404785
	Iteration 26Q: 3 clusters Score -835757.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -835850.187500 Penalty: 4377.404785
	Iteration 27Q: 3 clusters Score -835850.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -835945.375000 Penalty: 4377.404785
	Iteration 28Q: 3 clusters Score -835945.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -836037.125000 Penalty: 4377.404785
	Iteration 29Q: 3 clusters Score -836037.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -836098.000000 Penalty: 4377.404785
	Iteration 30Q: 3 clusters Score -836098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -836146.812500 Penalty: 4377.404785
	Iteration 31Q: 3 clusters Score -836146.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -836178.875000 Penalty: 4377.404785
	Iteration 32Q: 3 clusters Score -836178.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -836203.250000 Penalty: 4377.404785
	Iteration 33Q: 3 clusters Score -836203.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -836222.375000 Penalty: 4377.404785
	Iteration 34Q: 3 clusters Score -836222.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -836254.000000 Penalty: 4377.404785
	Iteration 35Q: 3 clusters Score -836254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -836274.312500 Penalty: 4377.404785
	Iteration 36Q: 3 clusters Score -836274.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -836289.000000 Penalty: 4377.404785
	Iteration 37Q: 3 clusters Score -836289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -836307.375000 Penalty: 4377.404785
	Iteration 38Q: 3 clusters Score -836307.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -836320.750000 Penalty: 4377.404785
	Iteration 39Q: 3 clusters Score -836320.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -836331.500000 Penalty: 4377.404785
	Iteration 40F: 3 clusters Score -836331.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -836347.125000 Penalty: 4377.404785
	Iteration 41Q: 3 clusters Score -836347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -836356.125000 Penalty: 4377.404785
	Iteration 42Q: 3 clusters Score -836356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -836359.562500 Penalty: 4377.404785
	Iteration 43Q: 3 clusters Score -836359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -836362.437500 Penalty: 4377.404785
	Iteration 44Q: 3 clusters Score -836362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -836367.187500 Penalty: 4377.404785
	Iteration 45Q: 3 clusters Score -836367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -836370.750000 Penalty: 4377.404785
	Iteration 46Q: 3 clusters Score -836370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -836379.250000 Penalty: 4377.404785
	Iteration 47Q: 3 clusters Score -836379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -836389.437500 Penalty: 4377.404785
	Iteration 48Q: 3 clusters Score -836389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -836391.750000 Penalty: 4377.404785
	Iteration 49Q: 3 clusters Score -836391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -836395.500000 Penalty: 4377.404785
	Iteration 50Q: 3 clusters Score -836395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -836397.062500 Penalty: 4377.404785
	Iteration 51Q: 3 clusters Score -836397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -836401.625000 Penalty: 4377.404785
	Iteration 52Q: 3 clusters Score -836401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -836403.687500 Penalty: 4377.404785
	Iteration 53Q: 3 clusters Score -836403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -836403.500000 Penalty: 4377.404785
	Iteration 54Q: 3 clusters Score -836403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -836405.812500 Penalty: 4377.404785
	Iteration 55Q: 3 clusters Score -836405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -836406.937500 Penalty: 4377.404785
	Iteration 56Q: 3 clusters Score -836406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -836408.000000 Penalty: 4377.404785
	Iteration 57Q: 3 clusters Score -836408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -836408.000000 Penalty: 4377.404785
	Iteration 58F: 3 clusters Score -836408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -2338093.500000 Penalty: 2459.500732
	Iteration 0F: 2 clusters Score -2338094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2323827.000000 Penalty: 4919.001465
	Iteration 0F: 3 clusters Score -2323827 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2329050.250000 Penalty: 4919.001465
	Iteration 1F: 3 clusters Score -2329050 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2329916.000000 Penalty: 4919.001465
	Iteration 2F: 3 clusters Score -2329916 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2330778.250000 Penalty: 4919.001465
	Iteration 3F: 3 clusters Score -2330778 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2331602.750000 Penalty: 4919.001465
	Iteration 4F: 3 clusters Score -2331603 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2332361.250000 Penalty: 4919.001465
	Iteration 5F: 3 clusters Score -2332361 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2333079.750000 Penalty: 4919.001465
	Iteration 6F: 3 clusters Score -2333080 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2333770.750000 Penalty: 4919.001465
	Iteration 7F: 3 clusters Score -2333771 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2334329.500000 Penalty: 4919.001465
	Iteration 8Q: 3 clusters Score -2334330 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2334825.500000 Penalty: 4919.001465
	Iteration 9Q: 3 clusters Score -2334826 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2335196.500000 Penalty: 4919.001465
	Iteration 10Q: 3 clusters Score -2335196 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2335439.250000 Penalty: 4919.001465
	Iteration 11Q: 3 clusters Score -2335439 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2335581.750000 Penalty: 4919.001465
	Iteration 12Q: 3 clusters Score -2335582 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2335666.250000 Penalty: 4919.001465
	Iteration 13Q: 3 clusters Score -2335666 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2335746.000000 Penalty: 4919.001465
	Iteration 14Q: 3 clusters Score -2335746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2335798.750000 Penalty: 4919.001465
	Iteration 15Q: 3 clusters Score -2335799 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2335847.750000 Penalty: 4919.001465
	Iteration 16Q: 3 clusters Score -2335848 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2335889.500000 Penalty: 4919.001465
	Iteration 17Q: 3 clusters Score -2335890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2335918.750000 Penalty: 4919.001465
	Iteration 18Q: 3 clusters Score -2335919 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2335962.250000 Penalty: 4919.001465
	Iteration 19Q: 3 clusters Score -2335962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2335988.000000 Penalty: 4919.001465
	Iteration 20F: 3 clusters Score -2335988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2336017.250000 Penalty: 4919.001465
	Iteration 21Q: 3 clusters Score -2336017 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2336055.750000 Penalty: 4919.001465
	Iteration 22Q: 3 clusters Score -2336056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2336075.750000 Penalty: 4919.001465
	Iteration 23Q: 3 clusters Score -2336076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2336107.000000 Penalty: 4919.001465
	Iteration 24Q: 3 clusters Score -2336107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2336134.500000 Penalty: 4919.001465
	Iteration 25Q: 3 clusters Score -2336134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2336157.500000 Penalty: 4919.001465
	Iteration 26Q: 3 clusters Score -2336158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2336173.750000 Penalty: 4919.001465
	Iteration 27Q: 3 clusters Score -2336174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2336199.000000 Penalty: 4919.001465
	Iteration 28Q: 3 clusters Score -2336199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2336211.000000 Penalty: 4919.001465
	Iteration 29Q: 3 clusters Score -2336211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2336227.750000 Penalty: 4919.001465
	Iteration 30Q: 3 clusters Score -2336228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2336255.000000 Penalty: 4919.001465
	Iteration 31Q: 3 clusters Score -2336255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2336278.000000 Penalty: 4919.001465
	Iteration 32Q: 3 clusters Score -2336278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2336292.000000 Penalty: 4919.001465
	Iteration 33Q: 3 clusters Score -2336292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2336303.250000 Penalty: 4919.001465
	Iteration 34Q: 3 clusters Score -2336303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2336339.500000 Penalty: 4919.001465
	Iteration 35Q: 3 clusters Score -2336340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2336364.750000 Penalty: 4919.001465
	Iteration 36Q: 3 clusters Score -2336365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2336391.750000 Penalty: 4919.001465
	Iteration 37Q: 3 clusters Score -2336392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2336403.750000 Penalty: 4919.001465
	Iteration 38Q: 3 clusters Score -2336404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2336424.000000 Penalty: 4919.001465
	Iteration 39Q: 3 clusters Score -2336424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2336435.000000 Penalty: 4919.001465
	Iteration 40F: 3 clusters Score -2336435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2336460.000000 Penalty: 4919.001465
	Iteration 41Q: 3 clusters Score -2336460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2336476.250000 Penalty: 4919.001465
	Iteration 42Q: 3 clusters Score -2336476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2336487.000000 Penalty: 4919.001465
	Iteration 43Q: 3 clusters Score -2336487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2336502.750000 Penalty: 4919.001465
	Iteration 44Q: 3 clusters Score -2336503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2336518.750000 Penalty: 4919.001465
	Iteration 45Q: 3 clusters Score -2336519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2336525.250000 Penalty: 4919.001465
	Iteration 46Q: 3 clusters Score -2336525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2336535.250000 Penalty: 4919.001465
	Iteration 47Q: 3 clusters Score -2336535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2336557.000000 Penalty: 4919.001465
	Iteration 48Q: 3 clusters Score -2336557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2336565.000000 Penalty: 4919.001465
	Iteration 49Q: 3 clusters Score -2336565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2336590.000000 Penalty: 4919.001465
	Iteration 50Q: 3 clusters Score -2336590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2336607.250000 Penalty: 4919.001465
	Iteration 51Q: 3 clusters Score -2336607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2336632.750000 Penalty: 4919.001465
	Iteration 52Q: 3 clusters Score -2336633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2336666.500000 Penalty: 4919.001465
	Iteration 53Q: 3 clusters Score -2336666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2336711.000000 Penalty: 4919.001465
	Iteration 54Q: 3 clusters Score -2336711 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2336755.250000 Penalty: 4919.001465
	Iteration 55Q: 3 clusters Score -2336755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2336798.250000 Penalty: 4919.001465
	Iteration 56Q: 3 clusters Score -2336798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2336829.250000 Penalty: 4919.001465
	Iteration 57Q: 3 clusters Score -2336829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2336861.750000 Penalty: 4919.001465
	Iteration 58Q: 3 clusters Score -2336862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2336890.250000 Penalty: 4919.001465
	Iteration 59Q: 3 clusters Score -2336890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2336915.000000 Penalty: 4919.001465
	Iteration 60F: 3 clusters Score -2336915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2336937.000000 Penalty: 4919.001465
	Iteration 61Q: 3 clusters Score -2336937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2336954.250000 Penalty: 4919.001465
	Iteration 62Q: 3 clusters Score -2336954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2336959.500000 Penalty: 4919.001465
	Iteration 63Q: 3 clusters Score -2336960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2336969.250000 Penalty: 4919.001465
	Iteration 64Q: 3 clusters Score -2336969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2336975.750000 Penalty: 4919.001465
	Iteration 65Q: 3 clusters Score -2336976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2336991.250000 Penalty: 4919.001465
	Iteration 66Q: 3 clusters Score -2336991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2337003.000000 Penalty: 4919.001465
	Iteration 67Q: 3 clusters Score -2337003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2337005.500000 Penalty: 4919.001465
	Iteration 68Q: 3 clusters Score -2337006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2337014.500000 Penalty: 4919.001465
	Iteration 69Q: 3 clusters Score -2337014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2337018.750000 Penalty: 4919.001465
	Iteration 70Q: 3 clusters Score -2337019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2337022.250000 Penalty: 4919.001465
	Iteration 71Q: 3 clusters Score -2337022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2337026.500000 Penalty: 4919.001465
	Iteration 72Q: 3 clusters Score -2337026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2337031.250000 Penalty: 4919.001465
	Iteration 73Q: 3 clusters Score -2337031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2337037.250000 Penalty: 4919.001465
	Iteration 74Q: 3 clusters Score -2337037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2337034.000000 Penalty: 4919.001465
	Iteration 75Q: 3 clusters Score -2337034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2337037.750000 Penalty: 4919.001465
	Iteration 76Q: 3 clusters Score -2337038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2337038.000000 Penalty: 4919.001465
	Iteration 77Q: 3 clusters Score -2337038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2337037.750000 Penalty: 4919.001465
	Iteration 78Q: 3 clusters Score -2337038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2337037.000000 Penalty: 4919.001465
	Iteration 79Q: 3 clusters Score -2337037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2337041.250000 Penalty: 4919.001465
	Iteration 80F: 3 clusters Score -2337041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2337039.000000 Penalty: 4919.001465
	Iteration 81Q: 3 clusters Score -2337039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2337037.500000 Penalty: 4919.001465
	Iteration 82Q: 3 clusters Score -2337038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2337039.750000 Penalty: 4919.001465
	Iteration 83Q: 3 clusters Score -2337040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2337045.250000 Penalty: 4919.001465
	Iteration 84Q: 3 clusters Score -2337045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2337042.250000 Penalty: 4919.001465
	Iteration 85Q: 3 clusters Score -2337042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2337043.750000 Penalty: 4919.001465
	Iteration 86Q: 3 clusters Score -2337044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2337044.750000 Penalty: 4919.001465
	Iteration 87Q: 3 clusters Score -2337045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2337042.250000 Penalty: 4919.001465
	Iteration 88Q: 3 clusters Score -2337042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2337046.250000 Penalty: 4919.001465
	Iteration 89Q: 3 clusters Score -2337046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2337042.500000 Penalty: 4919.001465
	Iteration 90Q: 3 clusters Score -2337042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2337044.750000 Penalty: 4919.001465
	Iteration 91Q: 3 clusters Score -2337045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2337046.250000 Penalty: 4919.001465
	Iteration 92Q: 3 clusters Score -2337046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2337044.500000 Penalty: 4919.001465
	Iteration 93Q: 3 clusters Score -2337044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2337044.500000 Penalty: 4919.001465
	Iteration 94F: 3 clusters Score -2337044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Entering Unmasked Estep 
Score: -6454591.500000 Penalty: 2687.758545
	Iteration 0F: 2 clusters Score -6454592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -6420245.000000 Penalty: 5375.517090
	Iteration 0F: 3 clusters Score -6420245 nChanged 23498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6433048.500000 Penalty: 5375.517090
	Iteration 1F: 3 clusters Score -6433048 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -6433475.000000 Penalty: 5375.517090
	Iteration 2Q: 3 clusters Score -6433475 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6433847.000000 Penalty: 5375.517090
	Iteration 3Q: 3 clusters Score -6433847 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -6434232.000000 Penalty: 5375.517090
	Iteration 4Q: 3 clusters Score -6434232 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -6434632.500000 Penalty: 5375.517090
	Iteration 5Q: 3 clusters Score -6434632 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -6435327.000000 Penalty: 5375.517090
	Iteration 6Q: 3 clusters Score -6435327 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -6436392.000000 Penalty: 5375.517090
	Iteration 7Q: 3 clusters Score -6436392 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -6438114.500000 Penalty: 5375.517090
	Iteration 8F: 3 clusters Score -6438114 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6440964.500000 Penalty: 5375.517090
	Iteration 9F: 3 clusters Score -6440964 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6444738.500000 Penalty: 5375.517090
	Iteration 10F: 3 clusters Score -6444738 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6448372.500000 Penalty: 5375.517090
	Iteration 11F: 3 clusters Score -6448372 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6450676.500000 Penalty: 5375.517090
	Iteration 12Q: 3 clusters Score -6450676 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -6451707.500000 Penalty: 5375.517090
	Iteration 13Q: 3 clusters Score -6451708 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6452070.000000 Penalty: 5375.517090
	Iteration 14Q: 3 clusters Score -6452070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -6452234.500000 Penalty: 5375.517090
	Iteration 15Q: 3 clusters Score -6452234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -6452323.500000 Penalty: 5375.517090
	Iteration 16Q: 3 clusters Score -6452324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6452371.000000 Penalty: 5375.517090
	Iteration 17Q: 3 clusters Score -6452371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6452373.000000 Penalty: 5375.517090
	Iteration 18Q: 3 clusters Score -6452373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6452382.000000 Penalty: 5375.517090
	Iteration 19Q: 3 clusters Score -6452382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6452389.500000 Penalty: 5375.517090
	Iteration 20F: 3 clusters Score -6452390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6452405.500000 Penalty: 5375.517090
	Iteration 21Q: 3 clusters Score -6452406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6452419.000000 Penalty: 5375.517090
	Iteration 22Q: 3 clusters Score -6452419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -6452432.000000 Penalty: 5375.517090
	Iteration 23Q: 3 clusters Score -6452432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6452449.000000 Penalty: 5375.517090
	Iteration 24Q: 3 clusters Score -6452449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6452458.000000 Penalty: 5375.517090
	Iteration 25Q: 3 clusters Score -6452458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6452458.000000 Penalty: 5375.517090
	Iteration 26Q: 3 clusters Score -6452458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6452461.500000 Penalty: 5375.517090
	Iteration 27Q: 3 clusters Score -6452462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6452465.000000 Penalty: 5375.517090
	Iteration 28Q: 3 clusters Score -6452465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6452466.000000 Penalty: 5375.517090
	Iteration 29Q: 3 clusters Score -6452466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6452470.500000 Penalty: 5375.517090
	Iteration 30Q: 3 clusters Score -6452470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6452469.500000 Penalty: 5375.517090
	Iteration 31Q: 3 clusters Score -6452470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6452471.000000 Penalty: 5375.517090
	Iteration 32Q: 3 clusters Score -6452471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6452471.000000 Penalty: 5375.517090
	Iteration 33F: 3 clusters Score -6452471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -41924.566406 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -41924.57 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 208 members 
Entering Unmasked Estep 
Score: -40476.546875 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40476.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40701.542969 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40701.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40823.988281 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40823.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40910.835938 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40910.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41024.492188 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -41024.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41143.269531 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41143.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41289.617188 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41289.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41439.316406 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41439.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41531.039062 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41531.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41634.378906 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41634.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41692.121094 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41692.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41729.957031 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41729.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41734.363281 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41734.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41734.976562 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -41734.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41737.734375 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41737.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41737.734375 Penalty: 3020.166260
	Iteration 15F: 3 clusters Score -41737.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Entering Unmasked Estep 
Score: -3895211.500000 Penalty: 2568.176270
	Iteration 0F: 2 clusters Score -3895212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3873785.000000 Penalty: 5136.352539
	Iteration 0F: 3 clusters Score -3873785 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3881516.750000 Penalty: 5136.352539
	Iteration 1F: 3 clusters Score -3881517 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3882111.250000 Penalty: 5136.352539
	Iteration 2F: 3 clusters Score -3882111 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3882738.000000 Penalty: 5136.352539
	Iteration 3Q: 3 clusters Score -3882738 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3883472.250000 Penalty: 5136.352539
	Iteration 4F: 3 clusters Score -3883472 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3884311.000000 Penalty: 5136.352539
	Iteration 5F: 3 clusters Score -3884311 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3885366.750000 Penalty: 5136.352539
	Iteration 6F: 3 clusters Score -3885367 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3886665.000000 Penalty: 5136.352539
	Iteration 7F: 3 clusters Score -3886665 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3888066.500000 Penalty: 5136.352539
	Iteration 8F: 3 clusters Score -3888066 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3889188.000000 Penalty: 5136.352539
	Iteration 9F: 3 clusters Score -3889188 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3890238.500000 Penalty: 5136.352539
	Iteration 10Q: 3 clusters Score -3890238 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3891050.000000 Penalty: 5136.352539
	Iteration 11Q: 3 clusters Score -3891050 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3891671.000000 Penalty: 5136.352539
	Iteration 12Q: 3 clusters Score -3891671 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3892237.750000 Penalty: 5136.352539
	Iteration 13Q: 3 clusters Score -3892238 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3892613.500000 Penalty: 5136.352539
	Iteration 14Q: 3 clusters Score -3892614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3892843.000000 Penalty: 5136.352539
	Iteration 15Q: 3 clusters Score -3892843 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3893003.500000 Penalty: 5136.352539
	Iteration 16Q: 3 clusters Score -3893004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3893133.500000 Penalty: 5136.352539
	Iteration 17Q: 3 clusters Score -3893134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3893186.000000 Penalty: 5136.352539
	Iteration 18Q: 3 clusters Score -3893186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3893236.000000 Penalty: 5136.352539
	Iteration 19Q: 3 clusters Score -3893236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3893254.500000 Penalty: 5136.352539
	Iteration 20F: 3 clusters Score -3893254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3893266.000000 Penalty: 5136.352539
	Iteration 21Q: 3 clusters Score -3893266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3893269.250000 Penalty: 5136.352539
	Iteration 22Q: 3 clusters Score -3893269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3893285.500000 Penalty: 5136.352539
	Iteration 23Q: 3 clusters Score -3893286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3893294.750000 Penalty: 5136.352539
	Iteration 24Q: 3 clusters Score -3893295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3893300.500000 Penalty: 5136.352539
	Iteration 25Q: 3 clusters Score -3893300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3893301.250000 Penalty: 5136.352539
	Iteration 26Q: 3 clusters Score -3893301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3893306.000000 Penalty: 5136.352539
	Iteration 27Q: 3 clusters Score -3893306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3893309.000000 Penalty: 5136.352539
	Iteration 28Q: 3 clusters Score -3893309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3893311.250000 Penalty: 5136.352539
	Iteration 29Q: 3 clusters Score -3893311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3893307.750000 Penalty: 5136.352539
	Iteration 30Q: 3 clusters Score -3893308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3893307.500000 Penalty: 5136.352539
	Iteration 31Q: 3 clusters Score -3893308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3893305.250000 Penalty: 5136.352539
	Iteration 32Q: 3 clusters Score -3893305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3893307.000000 Penalty: 5136.352539
	Iteration 33Q: 3 clusters Score -3893307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3893305.750000 Penalty: 5136.352539
	Iteration 34Q: 3 clusters Score -3893306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3893306.000000 Penalty: 5136.352539
	Iteration 35Q: 3 clusters Score -3893306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3893308.750000 Penalty: 5136.352539
	Iteration 36Q: 3 clusters Score -3893309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3893307.250000 Penalty: 5136.352539
	Iteration 37Q: 3 clusters Score -3893307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3893310.000000 Penalty: 5136.352539
	Iteration 38Q: 3 clusters Score -3893310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3893307.750000 Penalty: 5136.352539
	Iteration 39Q: 3 clusters Score -3893308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3893307.750000 Penalty: 5136.352539
	Iteration 40F: 3 clusters Score -3893308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -11934.134766 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -11934.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11023.300781 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -11023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11112.978516 Penalty: 2465.027344
	Iteration 1F: 3 clusters Score -11112.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -677186.687500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -677186.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -672089.187500 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -672089.2 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -673542.500000 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -673542.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -673920.812500 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -673920.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -674327.562500 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -674327.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -674766.750000 Penalty: 4314.545898
	Iteration 4F: 3 clusters Score -674766.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -675218.937500 Penalty: 4314.545898
	Iteration 5F: 3 clusters Score -675218.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -675614.500000 Penalty: 4314.545898
	Iteration 6F: 3 clusters Score -675614.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -675875.500000 Penalty: 4314.545898
	Iteration 7F: 3 clusters Score -675875.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -676054.562500 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -676054.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -676162.000000 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -676162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -676241.562500 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -676241.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -676303.937500 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -676303.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -676344.750000 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -676344.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -676364.625000 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -676364.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -676377.062500 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -676377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -676382.187500 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -676382.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -676386.875000 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -676386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -676389.375000 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -676389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -676392.125000 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -676392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -676395.312500 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -676395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -676398.500000 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -676398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -676403.312500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -676403.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -676408.625000 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -676408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -676412.750000 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -676412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -676415.875000 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -676415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -676422.625000 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -676422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -676427.937500 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -676427.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -676437.562500 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -676437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -676441.687500 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -676441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -676446.937500 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -676446.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -676455.187500 Penalty: 4314.545898
	Iteration 30Q: 3 clusters Score -676455.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -676461.375000 Penalty: 4314.545898
	Iteration 31Q: 3 clusters Score -676461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -676474.687500 Penalty: 4314.545898
	Iteration 32Q: 3 clusters Score -676474.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -676481.375000 Penalty: 4314.545898
	Iteration 33Q: 3 clusters Score -676481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -676487.187500 Penalty: 4314.545898
	Iteration 34Q: 3 clusters Score -676487.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -676493.312500 Penalty: 4314.545898
	Iteration 35Q: 3 clusters Score -676493.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -676499.250000 Penalty: 4314.545898
	Iteration 36Q: 3 clusters Score -676499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -676502.375000 Penalty: 4314.545898
	Iteration 37Q: 3 clusters Score -676502.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -676507.750000 Penalty: 4314.545898
	Iteration 38Q: 3 clusters Score -676507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -676507.750000 Penalty: 4314.545898
	Iteration 39Q: 3 clusters Score -676507.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -676513.250000 Penalty: 4314.545898
	Iteration 40F: 3 clusters Score -676513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -676518.062500 Penalty: 4314.545898
	Iteration 41Q: 3 clusters Score -676518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -676524.000000 Penalty: 4314.545898
	Iteration 42Q: 3 clusters Score -676524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -676524.250000 Penalty: 4314.545898
	Iteration 43Q: 3 clusters Score -676524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -676526.062500 Penalty: 4314.545898
	Iteration 44Q: 3 clusters Score -676526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -676525.250000 Penalty: 4314.545898
	Iteration 45Q: 3 clusters Score -676525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -676527.125000 Penalty: 4314.545898
	Iteration 46Q: 3 clusters Score -676527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -676527.125000 Penalty: 4314.545898
	Iteration 47F: 3 clusters Score -676527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (160087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Entering Unmasked Estep 
Score: -19805954.000000 Penalty: 2971.901367
	Iteration 0F: 2 clusters Score -1.980595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -19698968.000000 Penalty: 5943.802734
	Iteration 0F: 3 clusters Score -1.969897e+07 nChanged 76662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -19743866.000000 Penalty: 5943.802734
	Iteration 1F: 3 clusters Score -1.974387e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -19745416.000000 Penalty: 5943.802734
	Iteration 2Q: 3 clusters Score -1.974542e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -19747064.000000 Penalty: 5943.802734
	Iteration 3Q: 3 clusters Score -1.974706e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -19749252.000000 Penalty: 5943.802734
	Iteration 4Q: 3 clusters Score -1.974925e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -19752038.000000 Penalty: 5943.802734
	Iteration 5Q: 3 clusters Score -1.975204e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -19754776.000000 Penalty: 5943.802734
	Iteration 6Q: 3 clusters Score -1.975478e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -19757564.000000 Penalty: 5943.802734
	Iteration 7Q: 3 clusters Score -1.975756e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -19759782.000000 Penalty: 5943.802734
	Iteration 8Q: 3 clusters Score -1.975978e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -19761840.000000 Penalty: 5943.802734
	Iteration 9Q: 3 clusters Score -1.976184e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -19763860.000000 Penalty: 5943.802734
	Iteration 10Q: 3 clusters Score -1.976386e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 101261 members 
Entering Unmasked Estep 
Score: -19765520.000000 Penalty: 5943.802734
	Iteration 11Q: 3 clusters Score -1.976552e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -19767272.000000 Penalty: 5943.802734
	Iteration 12Q: 3 clusters Score -1.976727e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -19769516.000000 Penalty: 5943.802734
	Iteration 13Q: 3 clusters Score -1.976952e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -19772454.000000 Penalty: 5943.802734
	Iteration 14Q: 3 clusters Score -1.977245e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -19776540.000000 Penalty: 5943.802734
	Iteration 15Q: 3 clusters Score -1.977654e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -19781300.000000 Penalty: 5943.802734
	Iteration 16Q: 3 clusters Score -1.97813e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -19786800.000000 Penalty: 5943.802734
	Iteration 17Q: 3 clusters Score -1.97868e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -19792290.000000 Penalty: 5943.802734
	Iteration 18Q: 3 clusters Score -1.979229e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -19796900.000000 Penalty: 5943.802734
	Iteration 19Q: 3 clusters Score -1.97969e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -19800146.000000 Penalty: 5943.802734
	Iteration 20F: 3 clusters Score -1.980015e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -19801688.000000 Penalty: 5943.802734
	Iteration 21Q: 3 clusters Score -1.980169e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 158050 members 
Entering Unmasked Estep 
Score: -19802576.000000 Penalty: 5943.802734
	Iteration 22Q: 3 clusters Score -1.980258e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -19803058.000000 Penalty: 5943.802734
	Iteration 23Q: 3 clusters Score -1.980306e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -19803274.000000 Penalty: 5943.802734
	Iteration 24Q: 3 clusters Score -1.980327e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -19803424.000000 Penalty: 5943.802734
	Iteration 25Q: 3 clusters Score -1.980342e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -19803516.000000 Penalty: 5943.802734
	Iteration 26Q: 3 clusters Score -1.980352e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 159237 members 
Entering Unmasked Estep 
Score: -19803560.000000 Penalty: 5943.802734
	Iteration 27Q: 3 clusters Score -1.980356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -19803622.000000 Penalty: 5943.802734
	Iteration 28Q: 3 clusters Score -1.980362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -19803686.000000 Penalty: 5943.802734
	Iteration 29Q: 3 clusters Score -1.980369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -19803730.000000 Penalty: 5943.802734
	Iteration 30Q: 3 clusters Score -1.980373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -19803756.000000 Penalty: 5943.802734
	Iteration 31Q: 3 clusters Score -1.980376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -19803758.000000 Penalty: 5943.802734
	Iteration 32Q: 3 clusters Score -1.980376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -19803776.000000 Penalty: 5943.802734
	Iteration 33Q: 3 clusters Score -1.980378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19803800.000000 Penalty: 5943.802734
	Iteration 34Q: 3 clusters Score -1.98038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -19803816.000000 Penalty: 5943.802734
	Iteration 35Q: 3 clusters Score -1.980382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -19803834.000000 Penalty: 5943.802734
	Iteration 36Q: 3 clusters Score -1.980383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -19803836.000000 Penalty: 5943.802734
	Iteration 37Q: 3 clusters Score -1.980384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19803826.000000 Penalty: 5943.802734
	Iteration 38Q: 3 clusters Score -1.980383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19803824.000000 Penalty: 5943.802734
	Iteration 39Q: 3 clusters Score -1.980382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -19803834.000000 Penalty: 5943.802734
	Iteration 40F: 3 clusters Score -1.980383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19803820.000000 Penalty: 5943.802734
	Iteration 41Q: 3 clusters Score -1.980382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19803830.000000 Penalty: 5943.802734
	Iteration 42Q: 3 clusters Score -1.980383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803830.000000 Penalty: 5943.802734
	Iteration 43Q: 3 clusters Score -1.980383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803852.000000 Penalty: 5943.802734
	Iteration 44Q: 3 clusters Score -1.980385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803854.000000 Penalty: 5943.802734
	Iteration 45Q: 3 clusters Score -1.980385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19803856.000000 Penalty: 5943.802734
	Iteration 46Q: 3 clusters Score -1.980386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -19803852.000000 Penalty: 5943.802734
	Iteration 47Q: 3 clusters Score -1.980385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -19803862.000000 Penalty: 5943.802734
	Iteration 48Q: 3 clusters Score -1.980386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -19803848.000000 Penalty: 5943.802734
	Iteration 49Q: 3 clusters Score -1.980385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -19803852.000000 Penalty: 5943.802734
	Iteration 50Q: 3 clusters Score -1.980385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19803848.000000 Penalty: 5943.802734
	Iteration 51Q: 3 clusters Score -1.980385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19803830.000000 Penalty: 5943.802734
	Iteration 52Q: 3 clusters Score -1.980383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19803828.000000 Penalty: 5943.802734
	Iteration 53Q: 3 clusters Score -1.980383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803838.000000 Penalty: 5943.802734
	Iteration 54Q: 3 clusters Score -1.980384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -19803836.000000 Penalty: 5943.802734
	Iteration 55Q: 3 clusters Score -1.980384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803838.000000 Penalty: 5943.802734
	Iteration 56Q: 3 clusters Score -1.980384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159381 members 
Entering Unmasked Estep 
Score: -19803838.000000 Penalty: 5943.802734
	Iteration 57F: 3 clusters Score -1.980384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -62444.625000 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -62444.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60990.277344 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -60990.28 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61296.894531 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -61296.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61443.843750 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -61443.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61495.988281 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -61495.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61510.800781 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -61510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61517.500000 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -61517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -61519.457031 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -61519.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61520.886719 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -61520.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61520.886719 Penalty: 3116.004150
	Iteration 8F: 3 clusters Score -61520.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73692.304688 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -73692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72072.125000 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -72072.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72266.375000 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -72266.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72340.695312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -72340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72376.960938 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -72376.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72398.640625 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -72398.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72410.359375 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -72410.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72424.281250 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -72424.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72436.070312 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -72436.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72441.046875 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -72441.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72445.039062 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -72445.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72449.335938 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -72449.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72452.343750 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -72452.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72452.343750 Penalty: 3207.207764
	Iteration 12F: 3 clusters Score -72452.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -534833.187500 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -534833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -530598.562500 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -530598.6 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531530.687500 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -531530.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -531755.125000 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -531755.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -531884.812500 Penalty: 4175.564453
	Iteration 3Q: 3 clusters Score -531884.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -531997.125000 Penalty: 4175.564453
	Iteration 4Q: 3 clusters Score -531997.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -532102.875000 Penalty: 4175.564453
	Iteration 5Q: 3 clusters Score -532102.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -532190.125000 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -532190.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -532281.687500 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -532281.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -532372.875000 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -532372.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -532444.625000 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -532444.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -532510.500000 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -532510.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -532587.437500 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -532587.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -532676.125000 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -532676.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -532755.500000 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -532755.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -532829.125000 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -532829.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -532900.437500 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -532900.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -532959.937500 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -532959.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -533040.187500 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -533040.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -533114.312500 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -533114.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -533165.312500 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -533165.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -533212.500000 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -533212.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -533250.312500 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -533250.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -533280.000000 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -533280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -533300.562500 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -533300.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -533320.812500 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -533320.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -533339.562500 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -533339.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -533354.937500 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -533354.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -533363.375000 Penalty: 4175.564453
	Iteration 27Q: 3 clusters Score -533363.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -533368.875000 Penalty: 4175.564453
	Iteration 28Q: 3 clusters Score -533368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -533377.875000 Penalty: 4175.564453
	Iteration 29Q: 3 clusters Score -533377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -533381.437500 Penalty: 4175.564453
	Iteration 30Q: 3 clusters Score -533381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -533386.375000 Penalty: 4175.564453
	Iteration 31Q: 3 clusters Score -533386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -533391.062500 Penalty: 4175.564453
	Iteration 32Q: 3 clusters Score -533391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -533395.875000 Penalty: 4175.564453
	Iteration 33Q: 3 clusters Score -533395.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -533401.937500 Penalty: 4175.564453
	Iteration 34Q: 3 clusters Score -533401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -533406.437500 Penalty: 4175.564453
	Iteration 35Q: 3 clusters Score -533406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -533409.437500 Penalty: 4175.564453
	Iteration 36Q: 3 clusters Score -533409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -533411.875000 Penalty: 4175.564453
	Iteration 37Q: 3 clusters Score -533411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -533413.187500 Penalty: 4175.564453
	Iteration 38Q: 3 clusters Score -533413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -533414.812500 Penalty: 4175.564453
	Iteration 39Q: 3 clusters Score -533414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -533414.562500 Penalty: 4175.564453
	Iteration 40F: 3 clusters Score -533414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -533415.500000 Penalty: 4175.564453
	Iteration 41Q: 3 clusters Score -533415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -533416.500000 Penalty: 4175.564453
	Iteration 42Q: 3 clusters Score -533416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -533417.125000 Penalty: 4175.564453
	Iteration 43Q: 3 clusters Score -533417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -533417.125000 Penalty: 4175.564453
	Iteration 44Q: 3 clusters Score -533417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -533417.875000 Penalty: 4175.564453
	Iteration 45Q: 3 clusters Score -533417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -533418.312500 Penalty: 4175.564453
	Iteration 46Q: 3 clusters Score -533418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -533417.500000 Penalty: 4175.564453
	Iteration 47Q: 3 clusters Score -533417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -533418.500000 Penalty: 4175.564453
	Iteration 48Q: 3 clusters Score -533418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -533418.500000 Penalty: 4175.564453
	Iteration 49F: 3 clusters Score -533418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Entering Unmasked Estep 
Score: -4406212.000000 Penalty: 2599.468750
	Iteration 0F: 2 clusters Score -4406212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4381893.500000 Penalty: 5198.937500
	Iteration 0F: 3 clusters Score -4381894 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4391066.500000 Penalty: 5198.937500
	Iteration 1F: 3 clusters Score -4391066 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4391705.000000 Penalty: 5198.937500
	Iteration 2Q: 3 clusters Score -4391705 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4392329.000000 Penalty: 5198.937500
	Iteration 3Q: 3 clusters Score -4392329 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4392894.000000 Penalty: 5198.937500
	Iteration 4Q: 3 clusters Score -4392894 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4393385.000000 Penalty: 5198.937500
	Iteration 5Q: 3 clusters Score -4393385 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4393892.500000 Penalty: 5198.937500
	Iteration 6Q: 3 clusters Score -4393892 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4394419.500000 Penalty: 5198.937500
	Iteration 7Q: 3 clusters Score -4394420 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4395003.000000 Penalty: 5198.937500
	Iteration 8Q: 3 clusters Score -4395003 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4395668.500000 Penalty: 5198.937500
	Iteration 9Q: 3 clusters Score -4395668 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4396460.500000 Penalty: 5198.937500
	Iteration 10Q: 3 clusters Score -4396460 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4397385.000000 Penalty: 5198.937500
	Iteration 11Q: 3 clusters Score -4397385 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4398336.500000 Penalty: 5198.937500
	Iteration 12Q: 3 clusters Score -4398336 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4399172.000000 Penalty: 5198.937500
	Iteration 13Q: 3 clusters Score -4399172 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4399879.000000 Penalty: 5198.937500
	Iteration 14Q: 3 clusters Score -4399879 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4400402.500000 Penalty: 5198.937500
	Iteration 15Q: 3 clusters Score -4400402 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4400889.000000 Penalty: 5198.937500
	Iteration 16Q: 3 clusters Score -4400889 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4401299.000000 Penalty: 5198.937500
	Iteration 17Q: 3 clusters Score -4401299 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4401648.000000 Penalty: 5198.937500
	Iteration 18Q: 3 clusters Score -4401648 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4401921.500000 Penalty: 5198.937500
	Iteration 19Q: 3 clusters Score -4401922 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4402183.500000 Penalty: 5198.937500
	Iteration 20F: 3 clusters Score -4402184 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4402411.500000 Penalty: 5198.937500
	Iteration 21Q: 3 clusters Score -4402412 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4402601.000000 Penalty: 5198.937500
	Iteration 22Q: 3 clusters Score -4402601 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4402806.000000 Penalty: 5198.937500
	Iteration 23Q: 3 clusters Score -4402806 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4402963.000000 Penalty: 5198.937500
	Iteration 24Q: 3 clusters Score -4402963 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4403092.000000 Penalty: 5198.937500
	Iteration 25Q: 3 clusters Score -4403092 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4403235.000000 Penalty: 5198.937500
	Iteration 26Q: 3 clusters Score -4403235 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4403347.000000 Penalty: 5198.937500
	Iteration 27Q: 3 clusters Score -4403347 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4403439.000000 Penalty: 5198.937500
	Iteration 28Q: 3 clusters Score -4403439 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4403531.500000 Penalty: 5198.937500
	Iteration 29Q: 3 clusters Score -4403532 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4403635.500000 Penalty: 5198.937500
	Iteration 30Q: 3 clusters Score -4403636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4403729.500000 Penalty: 5198.937500
	Iteration 31Q: 3 clusters Score -4403730 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4403828.500000 Penalty: 5198.937500
	Iteration 32Q: 3 clusters Score -4403828 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4403897.000000 Penalty: 5198.937500
	Iteration 33Q: 3 clusters Score -4403897 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4403981.500000 Penalty: 5198.937500
	Iteration 34Q: 3 clusters Score -4403982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4404031.000000 Penalty: 5198.937500
	Iteration 35Q: 3 clusters Score -4404031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4404106.000000 Penalty: 5198.937500
	Iteration 36Q: 3 clusters Score -4404106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4404156.500000 Penalty: 5198.937500
	Iteration 37Q: 3 clusters Score -4404156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4404190.500000 Penalty: 5198.937500
	Iteration 38Q: 3 clusters Score -4404190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4404242.000000 Penalty: 5198.937500
	Iteration 39Q: 3 clusters Score -4404242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4404285.000000 Penalty: 5198.937500
	Iteration 40F: 3 clusters Score -4404285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4404317.500000 Penalty: 5198.937500
	Iteration 41Q: 3 clusters Score -4404318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4404355.000000 Penalty: 5198.937500
	Iteration 42Q: 3 clusters Score -4404355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4404403.500000 Penalty: 5198.937500
	Iteration 43Q: 3 clusters Score -4404404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4404453.000000 Penalty: 5198.937500
	Iteration 44Q: 3 clusters Score -4404453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4404484.000000 Penalty: 5198.937500
	Iteration 45Q: 3 clusters Score -4404484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4404527.500000 Penalty: 5198.937500
	Iteration 46Q: 3 clusters Score -4404528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4404552.000000 Penalty: 5198.937500
	Iteration 47Q: 3 clusters Score -4404552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4404590.500000 Penalty: 5198.937500
	Iteration 48Q: 3 clusters Score -4404590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4404631.000000 Penalty: 5198.937500
	Iteration 49Q: 3 clusters Score -4404631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4404675.000000 Penalty: 5198.937500
	Iteration 50Q: 3 clusters Score -4404675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4404699.000000 Penalty: 5198.937500
	Iteration 51Q: 3 clusters Score -4404699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4404757.500000 Penalty: 5198.937500
	Iteration 52Q: 3 clusters Score -4404758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4404789.000000 Penalty: 5198.937500
	Iteration 53Q: 3 clusters Score -4404789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4404822.000000 Penalty: 5198.937500
	Iteration 54Q: 3 clusters Score -4404822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4404852.000000 Penalty: 5198.937500
	Iteration 55Q: 3 clusters Score -4404852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4404877.000000 Penalty: 5198.937500
	Iteration 56Q: 3 clusters Score -4404877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4404902.000000 Penalty: 5198.937500
	Iteration 57Q: 3 clusters Score -4404902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4404917.500000 Penalty: 5198.937500
	Iteration 58Q: 3 clusters Score -4404918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4404914.500000 Penalty: 5198.937500
	Iteration 59Q: 3 clusters Score -4404914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4404928.500000 Penalty: 5198.937500
	Iteration 60F: 3 clusters Score -4404928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4404941.000000 Penalty: 5198.937500
	Iteration 61Q: 3 clusters Score -4404941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4404940.000000 Penalty: 5198.937500
	Iteration 62Q: 3 clusters Score -4404940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4404944.500000 Penalty: 5198.937500
	Iteration 63Q: 3 clusters Score -4404944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 5198.937500
	Iteration 64Q: 3 clusters Score -4404942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4404942.000000 Penalty: 5198.937500
	Iteration 65Q: 3 clusters Score -4404942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 5198.937500
	Iteration 66Q: 3 clusters Score -4404942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4404944.500000 Penalty: 5198.937500
	Iteration 67Q: 3 clusters Score -4404944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4404944.000000 Penalty: 5198.937500
	Iteration 68Q: 3 clusters Score -4404944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4404938.500000 Penalty: 5198.937500
	Iteration 69Q: 3 clusters Score -4404938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 5198.937500
	Iteration 70Q: 3 clusters Score -4404942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4404942.500000 Penalty: 5198.937500
	Iteration 71Q: 3 clusters Score -4404942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4404944.000000 Penalty: 5198.937500
	Iteration 72Q: 3 clusters Score -4404944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4404944.000000 Penalty: 5198.937500
	Iteration 73Q: 3 clusters Score -4404944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4404948.000000 Penalty: 5198.937500
	Iteration 74Q: 3 clusters Score -4404948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4404950.500000 Penalty: 5198.937500
	Iteration 75Q: 3 clusters Score -4404950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4404948.500000 Penalty: 5198.937500
	Iteration 76Q: 3 clusters Score -4404948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4404951.000000 Penalty: 5198.937500
	Iteration 77Q: 3 clusters Score -4404951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4404951.000000 Penalty: 5198.937500
	Iteration 78F: 3 clusters Score -4404951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Entering Unmasked Estep 
Score: -2018050.375000 Penalty: 2398.655273
	Iteration 0F: 2 clusters Score -2018050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2006572.625000 Penalty: 4797.310547
	Iteration 0F: 3 clusters Score -2006573 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2010249.750000 Penalty: 4797.310547
	Iteration 1F: 3 clusters Score -2010250 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2010631.375000 Penalty: 4797.310547
	Iteration 2F: 3 clusters Score -2010631 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2010964.875000 Penalty: 4797.310547
	Iteration 3Q: 3 clusters Score -2010965 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2011297.625000 Penalty: 4797.310547
	Iteration 4Q: 3 clusters Score -2011298 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2011735.500000 Penalty: 4797.310547
	Iteration 5Q: 3 clusters Score -2011736 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2012342.500000 Penalty: 4797.310547
	Iteration 6Q: 3 clusters Score -2012342 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2012982.625000 Penalty: 4797.310547
	Iteration 7F: 3 clusters Score -2012983 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2013502.000000 Penalty: 4797.310547
	Iteration 8F: 3 clusters Score -2013502 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2013901.375000 Penalty: 4797.310547
	Iteration 9F: 3 clusters Score -2013901 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2014227.750000 Penalty: 4797.310547
	Iteration 10Q: 3 clusters Score -2014228 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2014533.125000 Penalty: 4797.310547
	Iteration 11Q: 3 clusters Score -2014533 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2014783.500000 Penalty: 4797.310547
	Iteration 12Q: 3 clusters Score -2014784 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2015019.125000 Penalty: 4797.310547
	Iteration 13Q: 3 clusters Score -2015019 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2015216.750000 Penalty: 4797.310547
	Iteration 14Q: 3 clusters Score -2015217 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2015423.750000 Penalty: 4797.310547
	Iteration 15Q: 3 clusters Score -2015424 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2015628.875000 Penalty: 4797.310547
	Iteration 16Q: 3 clusters Score -2015629 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2015832.625000 Penalty: 4797.310547
	Iteration 17Q: 3 clusters Score -2015833 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2016032.250000 Penalty: 4797.310547
	Iteration 18Q: 3 clusters Score -2016032 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2016245.500000 Penalty: 4797.310547
	Iteration 19Q: 3 clusters Score -2016246 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2016466.750000 Penalty: 4797.310547
	Iteration 20F: 3 clusters Score -2016467 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2016664.250000 Penalty: 4797.310547
	Iteration 21Q: 3 clusters Score -2016664 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2016827.500000 Penalty: 4797.310547
	Iteration 22Q: 3 clusters Score -2016828 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2016986.000000 Penalty: 4797.310547
	Iteration 23Q: 3 clusters Score -2016986 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2017137.125000 Penalty: 4797.310547
	Iteration 24Q: 3 clusters Score -2017137 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2017265.875000 Penalty: 4797.310547
	Iteration 25Q: 3 clusters Score -2017266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2017358.625000 Penalty: 4797.310547
	Iteration 26Q: 3 clusters Score -2017359 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2017428.250000 Penalty: 4797.310547
	Iteration 27Q: 3 clusters Score -2017428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2017488.000000 Penalty: 4797.310547
	Iteration 28Q: 3 clusters Score -2017488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2017523.125000 Penalty: 4797.310547
	Iteration 29Q: 3 clusters Score -2017523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2017546.625000 Penalty: 4797.310547
	Iteration 30Q: 3 clusters Score -2017547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2017576.875000 Penalty: 4797.310547
	Iteration 31Q: 3 clusters Score -2017577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2017604.375000 Penalty: 4797.310547
	Iteration 32Q: 3 clusters Score -2017604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2017617.625000 Penalty: 4797.310547
	Iteration 33Q: 3 clusters Score -2017618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2017619.500000 Penalty: 4797.310547
	Iteration 34Q: 3 clusters Score -2017620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2017621.625000 Penalty: 4797.310547
	Iteration 35Q: 3 clusters Score -2017622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2017624.000000 Penalty: 4797.310547
	Iteration 36Q: 3 clusters Score -2017624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2017627.000000 Penalty: 4797.310547
	Iteration 37Q: 3 clusters Score -2017627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2017624.750000 Penalty: 4797.310547
	Iteration 38Q: 3 clusters Score -2017625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2017626.875000 Penalty: 4797.310547
	Iteration 39Q: 3 clusters Score -2017627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2017625.750000 Penalty: 4797.310547
	Iteration 40F: 3 clusters Score -2017626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2017626.875000 Penalty: 4797.310547
	Iteration 41Q: 3 clusters Score -2017627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2017627.500000 Penalty: 4797.310547
	Iteration 42Q: 3 clusters Score -2017628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2017629.375000 Penalty: 4797.310547
	Iteration 43Q: 3 clusters Score -2017629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2017626.875000 Penalty: 4797.310547
	Iteration 44Q: 3 clusters Score -2017627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2017627.750000 Penalty: 4797.310547
	Iteration 45Q: 3 clusters Score -2017628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2017627.875000 Penalty: 4797.310547
	Iteration 46Q: 3 clusters Score -2017628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2017630.125000 Penalty: 4797.310547
	Iteration 47Q: 3 clusters Score -2017630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2017630.750000 Penalty: 4797.310547
	Iteration 48Q: 3 clusters Score -2017631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2017630.750000 Penalty: 4797.310547
	Iteration 49F: 3 clusters Score -2017631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -108413.570312 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -108413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106567.023438 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -106567 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106846.000000 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -106846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106915.257812 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -106915.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106959.179688 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -106959.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107014.921875 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -107014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107053.140625 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -107053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107066.867188 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -107066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107074.859375 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -107074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107078.382812 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -107078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107082.554688 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -107082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107084.703125 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -107084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107085.851562 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -107085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107085.851562 Penalty: 3392.380371
	Iteration 12F: 3 clusters Score -107085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1123163.375000 Penalty: 2264.158691
	Iteration 0F: 2 clusters Score -1123163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1115993.500000 Penalty: 4528.317383
	Iteration 0F: 3 clusters Score -1115994 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1118021.125000 Penalty: 4528.317383
	Iteration 1F: 3 clusters Score -1118021 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1118286.875000 Penalty: 4528.317383
	Iteration 2F: 3 clusters Score -1118287 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1118488.000000 Penalty: 4528.317383
	Iteration 3Q: 3 clusters Score -1118488 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1118687.375000 Penalty: 4528.317383
	Iteration 4Q: 3 clusters Score -1118687 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1118886.750000 Penalty: 4528.317383
	Iteration 5Q: 3 clusters Score -1118887 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1119084.625000 Penalty: 4528.317383
	Iteration 6Q: 3 clusters Score -1119085 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1119300.750000 Penalty: 4528.317383
	Iteration 7Q: 3 clusters Score -1119301 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1119515.250000 Penalty: 4528.317383
	Iteration 8Q: 3 clusters Score -1119515 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1119725.500000 Penalty: 4528.317383
	Iteration 9Q: 3 clusters Score -1119726 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1119931.625000 Penalty: 4528.317383
	Iteration 10Q: 3 clusters Score -1119932 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1120120.625000 Penalty: 4528.317383
	Iteration 11Q: 3 clusters Score -1120121 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1120290.375000 Penalty: 4528.317383
	Iteration 12Q: 3 clusters Score -1120290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1120452.500000 Penalty: 4528.317383
	Iteration 13Q: 3 clusters Score -1120452 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1120581.750000 Penalty: 4528.317383
	Iteration 14Q: 3 clusters Score -1120582 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1120667.875000 Penalty: 4528.317383
	Iteration 15Q: 3 clusters Score -1120668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1120735.875000 Penalty: 4528.317383
	Iteration 16Q: 3 clusters Score -1120736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1120807.875000 Penalty: 4528.317383
	Iteration 17Q: 3 clusters Score -1120808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1120897.750000 Penalty: 4528.317383
	Iteration 18Q: 3 clusters Score -1120898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1120957.250000 Penalty: 4528.317383
	Iteration 19Q: 3 clusters Score -1120957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1121037.000000 Penalty: 4528.317383
	Iteration 20F: 3 clusters Score -1121037 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1121105.625000 Penalty: 4528.317383
	Iteration 21Q: 3 clusters Score -1121106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1121177.500000 Penalty: 4528.317383
	Iteration 22Q: 3 clusters Score -1121178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1121250.000000 Penalty: 4528.317383
	Iteration 23Q: 3 clusters Score -1121250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1121308.125000 Penalty: 4528.317383
	Iteration 24Q: 3 clusters Score -1121308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1121363.250000 Penalty: 4528.317383
	Iteration 25Q: 3 clusters Score -1121363 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1121399.875000 Penalty: 4528.317383
	Iteration 26Q: 3 clusters Score -1121400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1121432.625000 Penalty: 4528.317383
	Iteration 27Q: 3 clusters Score -1121433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1121455.875000 Penalty: 4528.317383
	Iteration 28Q: 3 clusters Score -1121456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1121480.625000 Penalty: 4528.317383
	Iteration 29Q: 3 clusters Score -1121481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1121498.875000 Penalty: 4528.317383
	Iteration 30Q: 3 clusters Score -1121499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1121514.500000 Penalty: 4528.317383
	Iteration 31Q: 3 clusters Score -1121514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1121531.000000 Penalty: 4528.317383
	Iteration 32Q: 3 clusters Score -1121531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1121542.000000 Penalty: 4528.317383
	Iteration 33Q: 3 clusters Score -1121542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1121549.250000 Penalty: 4528.317383
	Iteration 34Q: 3 clusters Score -1121549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1121559.000000 Penalty: 4528.317383
	Iteration 35Q: 3 clusters Score -1121559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1121567.875000 Penalty: 4528.317383
	Iteration 36Q: 3 clusters Score -1121568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1121577.875000 Penalty: 4528.317383
	Iteration 37Q: 3 clusters Score -1121578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1121581.875000 Penalty: 4528.317383
	Iteration 38Q: 3 clusters Score -1121582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1121584.250000 Penalty: 4528.317383
	Iteration 39Q: 3 clusters Score -1121584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1121585.375000 Penalty: 4528.317383
	Iteration 40F: 3 clusters Score -1121585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1121587.875000 Penalty: 4528.317383
	Iteration 41Q: 3 clusters Score -1121588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1121586.000000 Penalty: 4528.317383
	Iteration 42Q: 3 clusters Score -1121586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1121590.625000 Penalty: 4528.317383
	Iteration 43Q: 3 clusters Score -1121591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1121592.125000 Penalty: 4528.317383
	Iteration 44Q: 3 clusters Score -1121592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1121593.750000 Penalty: 4528.317383
	Iteration 45Q: 3 clusters Score -1121594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1121595.625000 Penalty: 4528.317383
	Iteration 46Q: 3 clusters Score -1121596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1121597.750000 Penalty: 4528.317383
	Iteration 47Q: 3 clusters Score -1121598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1121600.250000 Penalty: 4528.317383
	Iteration 48Q: 3 clusters Score -1121600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1121600.875000 Penalty: 4528.317383
	Iteration 49Q: 3 clusters Score -1121601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1121600.125000 Penalty: 4528.317383
	Iteration 50Q: 3 clusters Score -1121600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1121600.125000 Penalty: 4528.317383
	Iteration 51F: 3 clusters Score -1121600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -286089.281250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -286089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283278.000000 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -283278 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -283788.031250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -283788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283905.031250 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -283905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283955.093750 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -283955.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283988.281250 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -283988.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -284012.343750 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -284012.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -284029.937500 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -284029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -284040.500000 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -284040.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -284049.593750 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -284049.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -284059.875000 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -284059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284069.812500 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -284069.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -284079.437500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -284079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -284084.156250 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -284084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -284092.718750 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -284092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -284103.906250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -284103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284109.500000 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -284109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284112.531250 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -284112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284114.468750 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -284114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -284116.968750 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -284117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284118.250000 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -284118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284120.218750 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -284120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -284122.906250 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -284122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -284125.500000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -284125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -284131.437500 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -284131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -284134.781250 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -284134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -284135.968750 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -284136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -284138.062500 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -284138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -284142.187500 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -284142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -284143.843750 Penalty: 3837.857666
	Iteration 28Q: 3 clusters Score -284143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -284144.562500 Penalty: 3837.857666
	Iteration 29Q: 3 clusters Score -284144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -284144.562500 Penalty: 3837.857666
	Iteration 30F: 3 clusters Score -284144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33231.726562 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33231.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31907.818359 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31907.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32072.476562 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32072.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32153.255859 Penalty: 2908.361084
	Iteration 2F: 3 clusters Score -32153.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32208.583984 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32208.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32225.751953 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32225.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32233.759766 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32233.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32238.060547 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32238.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32242.880859 Penalty: 2908.361084
	Iteration 7Q: 3 clusters Score -32242.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32242.880859 Penalty: 2908.361084
	Iteration 8F: 3 clusters Score -32242.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -108484.062500 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -108484.1 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 512 members 
Entering Unmasked Estep 
Score: -106558.929688 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -106558.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107003.148438 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -107003.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107229.515625 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -107229.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107514.351562 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -107514.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107856.804688 Penalty: 3437.040283
	Iteration 4F: 3 clusters Score -107856.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108274.765625 Penalty: 3437.040283
	Iteration 5F: 3 clusters Score -108274.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108593.031250 Penalty: 3437.040283
	Iteration 6F: 3 clusters Score -108593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108703.171875 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -108703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108766.164062 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -108766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -108821.585938 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -108821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108842.960938 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -108843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108862.109375 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -108862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108868.078125 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -108868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108868.078125 Penalty: 3437.040283
	Iteration 13F: 3 clusters Score -108868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17680 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320222 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 37190 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18226 members 
Mstep: Class 23 contains 51384 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20279 members 
Mstep: Class 26 contains 50906 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31431 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160087 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35658 members 
Mstep: Class 36 contains 15867 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9225 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 459 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202297 members 
Mstep: Class 44 contains 3090 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Mstep: Class 49 contains 563 members 
Entering Unmasked Estep 
Score: -142006480.000000 Penalty: 169800.968750
Splitting cluster 41 changes total score from -142007872.000000 to -142006480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -57708.187500 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -57708.19 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 264 members 
Entering Unmasked Estep 
Score: -56169.312500 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -56169.31 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56423.898438 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -56423.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56528.355469 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -56528.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56585.976562 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -56585.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56626.785156 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -56626.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56659.046875 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -56659.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56708.281250 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -56708.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56758.765625 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -56758.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56786.644531 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -56786.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56826.726562 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -56826.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56886.046875 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -56886.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56896.488281 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -56896.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56902.972656 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -56902.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56908.765625 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -56908.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56915.925781 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -56915.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56922.750000 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -56922.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56924.585938 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -56924.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56925.152344 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -56925.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56925.152344 Penalty: 3127.006592
	Iteration 18F: 3 clusters Score -56925.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (202297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202297 members 
Entering Unmasked Estep 
Score: -25287354.000000 Penalty: 3029.937988
	Iteration 0F: 2 clusters Score -2.528735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -25154044.000000 Penalty: 6059.875977
	Iteration 0F: 3 clusters Score -2.515404e+07 nChanged 97141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -25210552.000000 Penalty: 6059.875977
	Iteration 1F: 3 clusters Score -2.521055e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -25211710.000000 Penalty: 6059.875977
	Iteration 2Q: 3 clusters Score -2.521171e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -25212860.000000 Penalty: 6059.875977
	Iteration 3Q: 3 clusters Score -2.521286e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -25214444.000000 Penalty: 6059.875977
	Iteration 4Q: 3 clusters Score -2.521444e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112223 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -25216476.000000 Penalty: 6059.875977
	Iteration 5Q: 3 clusters Score -2.521648e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -25219736.000000 Penalty: 6059.875977
	Iteration 6Q: 3 clusters Score -2.521974e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -25225958.000000 Penalty: 6059.875977
	Iteration 7F: 3 clusters Score -2.522596e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -25234896.000000 Penalty: 6059.875977
	Iteration 8F: 3 clusters Score -2.52349e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -25247166.000000 Penalty: 6059.875977
	Iteration 9F: 3 clusters Score -2.524717e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -25258878.000000 Penalty: 6059.875977
	Iteration 10F: 3 clusters Score -2.525888e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179131 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -25268518.000000 Penalty: 6059.875977
	Iteration 11F: 3 clusters Score -2.526852e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -25275330.000000 Penalty: 6059.875977
	Iteration 12Q: 3 clusters Score -2.527533e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -25279464.000000 Penalty: 6059.875977
	Iteration 13Q: 3 clusters Score -2.527946e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196507 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -25281836.000000 Penalty: 6059.875977
	Iteration 14Q: 3 clusters Score -2.528184e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198388 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -25283164.000000 Penalty: 6059.875977
	Iteration 15Q: 3 clusters Score -2.528316e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -25283794.000000 Penalty: 6059.875977
	Iteration 16Q: 3 clusters Score -2.528379e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200030 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -25284192.000000 Penalty: 6059.875977
	Iteration 17Q: 3 clusters Score -2.528419e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200403 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25284566.000000 Penalty: 6059.875977
	Iteration 18Q: 3 clusters Score -2.528457e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200630 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -25284876.000000 Penalty: 6059.875977
	Iteration 19Q: 3 clusters Score -2.528488e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25284996.000000 Penalty: 6059.875977
	Iteration 20F: 3 clusters Score -2.5285e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200779 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25285096.000000 Penalty: 6059.875977
	Iteration 21Q: 3 clusters Score -2.52851e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200799 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -25285212.000000 Penalty: 6059.875977
	Iteration 22Q: 3 clusters Score -2.528521e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200817 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25285306.000000 Penalty: 6059.875977
	Iteration 23Q: 3 clusters Score -2.528531e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200821 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25285380.000000 Penalty: 6059.875977
	Iteration 24Q: 3 clusters Score -2.528538e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200823 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -25285472.000000 Penalty: 6059.875977
	Iteration 25Q: 3 clusters Score -2.528547e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200831 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -25285478.000000 Penalty: 6059.875977
	Iteration 26Q: 3 clusters Score -2.528548e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200814 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -25285536.000000 Penalty: 6059.875977
	Iteration 27Q: 3 clusters Score -2.528554e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -25285536.000000 Penalty: 6059.875977
	Iteration 28Q: 3 clusters Score -2.528554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200812 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -25285526.000000 Penalty: 6059.875977
	Iteration 29Q: 3 clusters Score -2.528553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200810 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -25285540.000000 Penalty: 6059.875977
	Iteration 30Q: 3 clusters Score -2.528554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200799 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -25285536.000000 Penalty: 6059.875977
	Iteration 31Q: 3 clusters Score -2.528554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200793 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25285556.000000 Penalty: 6059.875977
	Iteration 32Q: 3 clusters Score -2.528556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200786 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -25285570.000000 Penalty: 6059.875977
	Iteration 33Q: 3 clusters Score -2.528557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200778 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -25285596.000000 Penalty: 6059.875977
	Iteration 34Q: 3 clusters Score -2.52856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -25285602.000000 Penalty: 6059.875977
	Iteration 35Q: 3 clusters Score -2.52856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200764 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -25285606.000000 Penalty: 6059.875977
	Iteration 36Q: 3 clusters Score -2.528561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200761 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25285584.000000 Penalty: 6059.875977
	Iteration 37Q: 3 clusters Score -2.528558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -25285576.000000 Penalty: 6059.875977
	Iteration 38Q: 3 clusters Score -2.528558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200755 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -25285584.000000 Penalty: 6059.875977
	Iteration 39Q: 3 clusters Score -2.528558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25285586.000000 Penalty: 6059.875977
	Iteration 40F: 3 clusters Score -2.528559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200750 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25285592.000000 Penalty: 6059.875977
	Iteration 41Q: 3 clusters Score -2.528559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200745 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25285598.000000 Penalty: 6059.875977
	Iteration 42Q: 3 clusters Score -2.52856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25285598.000000 Penalty: 6059.875977
	Iteration 43Q: 3 clusters Score -2.52856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25285612.000000 Penalty: 6059.875977
	Iteration 44Q: 3 clusters Score -2.528561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -25285606.000000 Penalty: 6059.875977
	Iteration 45Q: 3 clusters Score -2.528561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -25285606.000000 Penalty: 6059.875977
	Iteration 46F: 3 clusters Score -2.528561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -330753.968750 Penalty: 1992.909912
	Iteration 0F: 2 clusters Score -330754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -327472.250000 Penalty: 3985.819824
	Iteration 0F: 3 clusters Score -327472.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -328246.812500 Penalty: 3985.819824
	Iteration 1F: 3 clusters Score -328246.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -328497.781250 Penalty: 3985.819824
	Iteration 2F: 3 clusters Score -328497.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -328651.156250 Penalty: 3985.819824
	Iteration 3F: 3 clusters Score -328651.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -328767.625000 Penalty: 3985.819824
	Iteration 4Q: 3 clusters Score -328767.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328865.656250 Penalty: 3985.819824
	Iteration 5Q: 3 clusters Score -328865.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328942.000000 Penalty: 3985.819824
	Iteration 6Q: 3 clusters Score -328942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329014.343750 Penalty: 3985.819824
	Iteration 7Q: 3 clusters Score -329014.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -329080.843750 Penalty: 3985.819824
	Iteration 8Q: 3 clusters Score -329080.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329155.781250 Penalty: 3985.819824
	Iteration 9Q: 3 clusters Score -329155.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -329238.218750 Penalty: 3985.819824
	Iteration 10Q: 3 clusters Score -329238.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -329301.625000 Penalty: 3985.819824
	Iteration 11Q: 3 clusters Score -329301.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -329333.937500 Penalty: 3985.819824
	Iteration 12Q: 3 clusters Score -329333.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329367.156250 Penalty: 3985.819824
	Iteration 13Q: 3 clusters Score -329367.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329391.531250 Penalty: 3985.819824
	Iteration 14Q: 3 clusters Score -329391.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -329419.718750 Penalty: 3985.819824
	Iteration 15Q: 3 clusters Score -329419.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329441.562500 Penalty: 3985.819824
	Iteration 16Q: 3 clusters Score -329441.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329458.687500 Penalty: 3985.819824
	Iteration 17Q: 3 clusters Score -329458.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329467.531250 Penalty: 3985.819824
	Iteration 18Q: 3 clusters Score -329467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -329475.843750 Penalty: 3985.819824
	Iteration 19Q: 3 clusters Score -329475.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -329485.500000 Penalty: 3985.819824
	Iteration 20F: 3 clusters Score -329485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -329495.468750 Penalty: 3985.819824
	Iteration 21Q: 3 clusters Score -329495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -329504.281250 Penalty: 3985.819824
	Iteration 22Q: 3 clusters Score -329504.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -329510.343750 Penalty: 3985.819824
	Iteration 23Q: 3 clusters Score -329510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -329514.562500 Penalty: 3985.819824
	Iteration 24Q: 3 clusters Score -329514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -329519.812500 Penalty: 3985.819824
	Iteration 25Q: 3 clusters Score -329519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -329521.781250 Penalty: 3985.819824
	Iteration 26Q: 3 clusters Score -329521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -329522.968750 Penalty: 3985.819824
	Iteration 27Q: 3 clusters Score -329523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -329523.312500 Penalty: 3985.819824
	Iteration 28Q: 3 clusters Score -329523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -329525.562500 Penalty: 3985.819824
	Iteration 29Q: 3 clusters Score -329525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -329525.718750 Penalty: 3985.819824
	Iteration 30Q: 3 clusters Score -329525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -329526.875000 Penalty: 3985.819824
	Iteration 31Q: 3 clusters Score -329526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -329527.031250 Penalty: 3985.819824
	Iteration 32Q: 3 clusters Score -329527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -329527.718750 Penalty: 3985.819824
	Iteration 33Q: 3 clusters Score -329527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -329528.968750 Penalty: 3985.819824
	Iteration 34Q: 3 clusters Score -329529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -329528.968750 Penalty: 3985.819824
	Iteration 35F: 3 clusters Score -329529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -168511.625000 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -168511.6 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 735 members 
Entering Unmasked Estep 
Score: -166208.312500 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -166208.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166591.515625 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -166591.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166717.250000 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -166717.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166806.296875 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -166806.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166880.000000 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -166880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166953.921875 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -166953.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166990.421875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -166990.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -167013.625000 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -167013.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -167031.343750 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -167031.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167042.500000 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -167042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -167059.843750 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -167059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167081.703125 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -167081.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -167103.796875 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -167103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -167115.078125 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -167115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -167122.406250 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -167122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -167139.406250 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -167139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -167147.921875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -167147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -167150.453125 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -167150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -167150.453125 Penalty: 3625.369141
	Iteration 18F: 3 clusters Score -167150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -11866.321289 Penalty: 1242.637573
	Iteration 0F: 2 clusters Score -11866.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10987.006836 Penalty: 2485.275146
	Iteration 0F: 3 clusters Score -10987.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11037.166016 Penalty: 2485.275146
	Iteration 1Q: 3 clusters Score -11037.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11064.162109 Penalty: 2485.275146
	Iteration 2Q: 3 clusters Score -11064.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11064.162109 Penalty: 2485.275146
	Iteration 3F: 3 clusters Score -11064.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -50878.960938 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -50878.96 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 228 members 
Entering Unmasked Estep 
Score: -49442.449219 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -49442.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49743.929688 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -49743.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49831.347656 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -49831.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49877.117188 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -49877.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49907.507812 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -49907.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49929.488281 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -49929.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49939.207031 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -49939.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49947.531250 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -49947.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49959.937500 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -49959.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49966.578125 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -49966.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49966.578125 Penalty: 3075.452393
	Iteration 10F: 3 clusters Score -49966.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26330.562500 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -26330.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25182.148438 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -25182.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25421.734375 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -25421.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25576.880859 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -25576.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25643.476562 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -25643.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25703.759766 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25703.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25728.964844 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25728.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25733.074219 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -25733.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25733.074219 Penalty: 2794.855469
	Iteration 7F: 3 clusters Score -25733.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17680 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320222 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 37190 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18226 members 
Mstep: Class 23 contains 51384 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20279 members 
Mstep: Class 26 contains 50906 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31431 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160087 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35658 members 
Mstep: Class 36 contains 15867 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9225 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202297 members 
Mstep: Class 44 contains 3090 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 166335.640625
Iteration 159Q: 49 clusters Score -1.420079e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17685 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320243 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 37183 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18234 members 
Mstep: Class 23 contains 51382 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20278 members 
Mstep: Class 26 contains 50905 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31425 members 
Mstep: Class 29 contains 144 members 
Mstep: Class 30 contains 5993 members 
Mstep: Class 31 contains 160065 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35660 members 
Mstep: Class 36 contains 15866 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9224 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202299 members 
Mstep: Class 44 contains 3094 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 493 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 166335.640625
Iteration 160F: 49 clusters Score -1.420078e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320259 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 37171 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18239 members 
Mstep: Class 23 contains 51378 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20276 members 
Mstep: Class 26 contains 50906 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31422 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160041 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35663 members 
Mstep: Class 36 contains 15867 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9222 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202304 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 492 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008208.000000 Penalty: 166335.640625
Iteration 161Q: 49 clusters Score -1.420082e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320280 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 37154 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18243 members 
Mstep: Class 23 contains 51377 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20278 members 
Mstep: Class 26 contains 50907 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31421 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160024 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35667 members 
Mstep: Class 36 contains 15864 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9221 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 548 members 
Mstep: Class 43 contains 202308 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 492 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008320.000000 Penalty: 166335.640625
Iteration 162Q: 49 clusters Score -1.420083e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17690 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320304 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5474 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 37137 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18245 members 
Mstep: Class 23 contains 51374 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20285 members 
Mstep: Class 26 contains 50908 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31418 members 
Mstep: Class 29 contains 150 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 160007 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35667 members 
Mstep: Class 36 contains 15861 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9220 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 547 members 
Mstep: Class 43 contains 202314 members 
Mstep: Class 44 contains 3099 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 492 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008320.000000 Penalty: 166335.640625
Iteration 163Q: 49 clusters Score -1.420083e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320326 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 37121 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18248 members 
Mstep: Class 23 contains 51372 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20295 members 
Mstep: Class 26 contains 50905 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31416 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159979 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35669 members 
Mstep: Class 36 contains 15859 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202329 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008400.000000 Penalty: 166335.640625
Iteration 164Q: 49 clusters Score -1.420084e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320344 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 37109 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18251 members 
Mstep: Class 23 contains 51371 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20300 members 
Mstep: Class 26 contains 50904 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31413 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159955 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35669 members 
Mstep: Class 36 contains 15862 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202345 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008272.000000 Penalty: 166335.640625
Iteration 165Q: 49 clusters Score -1.420083e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320362 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 21849 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37093 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18254 members 
Mstep: Class 23 contains 51370 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20305 members 
Mstep: Class 26 contains 50904 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31409 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 159929 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35677 members 
Mstep: Class 36 contains 15864 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202358 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008240.000000 Penalty: 166335.640625
Iteration 166Q: 49 clusters Score -1.420082e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17689 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320391 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 21849 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37072 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18260 members 
Mstep: Class 23 contains 51365 members 
Mstep: Class 24 contains 6806 members 
Mstep: Class 25 contains 20315 members 
Mstep: Class 26 contains 50902 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31408 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159905 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35682 members 
Mstep: Class 36 contains 15863 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202357 members 
Mstep: Class 44 contains 3099 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008192.000000 Penalty: 166335.640625
Iteration 167Q: 49 clusters Score -1.420082e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17690 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320420 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37060 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18262 members 
Mstep: Class 23 contains 51362 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 20316 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31401 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159886 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35692 members 
Mstep: Class 36 contains 15860 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202360 members 
Mstep: Class 44 contains 3101 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008128.000000 Penalty: 166335.640625
Iteration 168Q: 49 clusters Score -1.420081e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320442 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37040 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18263 members 
Mstep: Class 23 contains 51361 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20325 members 
Mstep: Class 26 contains 50898 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31390 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159869 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35706 members 
Mstep: Class 36 contains 15860 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9219 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202366 members 
Mstep: Class 44 contains 3102 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008080.000000 Penalty: 166335.640625
Iteration 169Q: 49 clusters Score -1.420081e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17696 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320473 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21849 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37027 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18264 members 
Mstep: Class 23 contains 51362 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20331 members 
Mstep: Class 26 contains 50898 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31384 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159846 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35716 members 
Mstep: Class 36 contains 15860 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202357 members 
Mstep: Class 44 contains 3102 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 166335.640625
Iteration 170Q: 49 clusters Score -1.42008e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320501 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37024 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18266 members 
Mstep: Class 23 contains 51362 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20334 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31379 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 159836 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 35720 members 
Mstep: Class 36 contains 15859 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202347 members 
Mstep: Class 44 contains 3102 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 166335.640625
Iteration 171Q: 49 clusters Score -1.42008e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320528 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21849 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 37013 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18267 members 
Mstep: Class 23 contains 51360 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20339 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31377 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159823 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35724 members 
Mstep: Class 36 contains 15857 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202337 members 
Mstep: Class 44 contains 3102 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 166335.640625
Iteration 172Q: 49 clusters Score -1.42008e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17689 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320536 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 37004 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18268 members 
Mstep: Class 23 contains 51359 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20344 members 
Mstep: Class 26 contains 50903 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31377 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159806 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35727 members 
Mstep: Class 36 contains 15859 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202338 members 
Mstep: Class 44 contains 3103 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 166335.640625
Iteration 173Q: 49 clusters Score -1.42008e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320548 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 36994 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18270 members 
Mstep: Class 23 contains 51358 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20354 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31376 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159792 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35729 members 
Mstep: Class 36 contains 15857 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202335 members 
Mstep: Class 44 contains 3104 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 166335.640625
Iteration 174Q: 49 clusters Score -1.42008e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320558 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 36979 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18271 members 
Mstep: Class 23 contains 51359 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20361 members 
Mstep: Class 26 contains 50899 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31376 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159785 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35732 members 
Mstep: Class 36 contains 15857 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202336 members 
Mstep: Class 44 contains 3106 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 175Q: 49 clusters Score -1.42008e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320558 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36970 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18272 members 
Mstep: Class 23 contains 51361 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20368 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31373 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159777 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35735 members 
Mstep: Class 36 contains 15857 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202337 members 
Mstep: Class 44 contains 3106 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 166335.640625
Iteration 176Q: 49 clusters Score -1.420079e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12348 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320565 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 21853 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36956 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 51361 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20377 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31369 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159769 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35740 members 
Mstep: Class 36 contains 15857 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9217 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202340 members 
Mstep: Class 44 contains 3106 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 166335.640625
Iteration 177Q: 49 clusters Score -1.420079e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320569 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 21854 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36947 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 51363 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20385 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31365 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159755 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35744 members 
Mstep: Class 36 contains 15856 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9213 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202349 members 
Mstep: Class 44 contains 3106 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 166335.640625
Iteration 178Q: 49 clusters Score -1.420079e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320579 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36940 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 51363 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20394 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31362 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159744 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35751 members 
Mstep: Class 36 contains 15856 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9208 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202346 members 
Mstep: Class 44 contains 3106 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 166335.640625
Iteration 179Q: 49 clusters Score -1.420079e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320589 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 21856 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38911 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36928 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 51364 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20396 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31361 members 
Mstep: Class 29 contains 149 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159732 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35761 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202345 members 
Mstep: Class 44 contains 3107 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 166335.640625
Iteration 180F: 49 clusters Score -1.420079e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320591 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 21857 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38910 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36920 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 51364 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20401 members 
Mstep: Class 26 contains 50902 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31359 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159719 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 35771 members 
Mstep: Class 36 contains 15854 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202351 members 
Mstep: Class 44 contains 3107 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008064.000000 Penalty: 166335.640625
Iteration 181Q: 49 clusters Score -1.420081e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320587 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5490 members 
Mstep: Class 13 contains 21857 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38908 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36910 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 51364 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20406 members 
Mstep: Class 26 contains 50902 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31355 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159710 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 35777 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202364 members 
Mstep: Class 44 contains 3107 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008096.000000 Penalty: 166335.640625
Iteration 182Q: 49 clusters Score -1.420081e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12346 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320590 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36900 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18274 members 
Mstep: Class 23 contains 51365 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20411 members 
Mstep: Class 26 contains 50902 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31355 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159705 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35778 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202374 members 
Mstep: Class 44 contains 3107 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008160.000000 Penalty: 166335.640625
Iteration 183Q: 49 clusters Score -1.420082e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12346 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320591 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36893 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18276 members 
Mstep: Class 23 contains 51365 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20410 members 
Mstep: Class 26 contains 50901 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31354 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159697 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35783 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202383 members 
Mstep: Class 44 contains 3108 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008240.000000 Penalty: 166335.640625
Iteration 184Q: 49 clusters Score -1.420082e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12346 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320592 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36891 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 51365 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20414 members 
Mstep: Class 26 contains 50900 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31353 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159684 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35783 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202393 members 
Mstep: Class 44 contains 3110 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008112.000000 Penalty: 166335.640625
Iteration 185Q: 49 clusters Score -1.420081e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 12348 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320593 members 
Mstep: Class 9 contains 6140 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 21856 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 38910 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36887 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 51363 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20415 members 
Mstep: Class 26 contains 50899 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31353 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159673 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35785 members 
Mstep: Class 36 contains 15855 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202402 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 166335.640625
Iteration 186Q: 49 clusters Score -1.42008e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320593 members 
Mstep: Class 9 contains 6139 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 21858 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 38910 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36887 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 51360 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20416 members 
Mstep: Class 26 contains 50897 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31351 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159663 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35787 members 
Mstep: Class 36 contains 15856 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202411 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008112.000000 Penalty: 166335.640625
Iteration 187Q: 49 clusters Score -1.420081e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320594 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5494 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36886 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 51362 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20417 members 
Mstep: Class 26 contains 50896 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31348 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 159655 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35793 members 
Mstep: Class 36 contains 15854 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202418 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008144.000000 Penalty: 166335.640625
Iteration 188Q: 49 clusters Score -1.420081e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320598 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36879 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 51360 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20417 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31346 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159644 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35795 members 
Mstep: Class 36 contains 15852 members 
Mstep: Class 37 contains 939 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202425 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008144.000000 Penalty: 166335.640625
Iteration 189Q: 49 clusters Score -1.420081e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320606 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5496 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 371 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36877 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18279 members 
Mstep: Class 23 contains 51362 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20421 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31344 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159638 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4534 members 
Mstep: Class 35 contains 35796 members 
Mstep: Class 36 contains 15849 members 
Mstep: Class 37 contains 942 members 
Mstep: Class 38 contains 9206 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202423 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008144.000000 Penalty: 166335.640625
Iteration 190Q: 49 clusters Score -1.420081e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320613 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 38914 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36872 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18280 members 
Mstep: Class 23 contains 51359 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20424 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31346 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159632 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35799 members 
Mstep: Class 36 contains 15849 members 
Mstep: Class 37 contains 944 members 
Mstep: Class 38 contains 9205 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202419 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008080.000000 Penalty: 166335.640625
Iteration 191Q: 49 clusters Score -1.420081e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320618 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10291 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 38915 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36860 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18280 members 
Mstep: Class 23 contains 51359 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20427 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31343 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159630 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35803 members 
Mstep: Class 36 contains 15847 members 
Mstep: Class 37 contains 948 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202424 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008064.000000 Penalty: 166335.640625
Iteration 192Q: 49 clusters Score -1.420081e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320622 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36856 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18281 members 
Mstep: Class 23 contains 51360 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20426 members 
Mstep: Class 26 contains 50896 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31343 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159626 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35805 members 
Mstep: Class 36 contains 15848 members 
Mstep: Class 37 contains 951 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202417 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008080.000000 Penalty: 166335.640625
Iteration 193Q: 49 clusters Score -1.420081e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17692 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 320628 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36847 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 51358 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20425 members 
Mstep: Class 26 contains 50896 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31342 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159624 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 35807 members 
Mstep: Class 36 contains 15849 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202413 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 194Q: 49 clusters Score -1.42008e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320625 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 36842 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 51358 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20427 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31341 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159621 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35808 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202416 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 166335.640625
Iteration 195Q: 49 clusters Score -1.420079e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7578 members 
Mstep: Class 8 contains 320626 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5501 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36838 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18288 members 
Mstep: Class 23 contains 51358 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20434 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31341 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 159613 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35812 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202418 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 196Q: 49 clusters Score -1.42008e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320628 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36832 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18289 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20442 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31338 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5996 members 
Mstep: Class 31 contains 159604 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35821 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202416 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 197Q: 49 clusters Score -1.42008e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320630 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36823 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18290 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20452 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31336 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159589 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35827 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202421 members 
Mstep: Class 44 contains 3113 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 166335.640625
Iteration 198Q: 49 clusters Score -1.42008e+08 nChanged 45
Entering ConstructFrom: 
Score: -142007984.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (26769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Entering Unmasked Estep 
Score: -3299802.250000 Penalty: 2528.359863
	Iteration 0F: 2 clusters Score -3299802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3281280.500000 Penalty: 5056.719727
	Iteration 0F: 3 clusters Score -3281280 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3287771.250000 Penalty: 5056.719727
	Iteration 1F: 3 clusters Score -3287771 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3288304.750000 Penalty: 5056.719727
	Iteration 2F: 3 clusters Score -3288305 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3288809.000000 Penalty: 5056.719727
	Iteration 3Q: 3 clusters Score -3288809 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3289369.750000 Penalty: 5056.719727
	Iteration 4Q: 3 clusters Score -3289370 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3289984.750000 Penalty: 5056.719727
	Iteration 5Q: 3 clusters Score -3289985 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3290716.500000 Penalty: 5056.719727
	Iteration 6F: 3 clusters Score -3290716 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3291573.250000 Penalty: 5056.719727
	Iteration 7F: 3 clusters Score -3291573 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3292546.250000 Penalty: 5056.719727
	Iteration 8F: 3 clusters Score -3292546 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3293480.250000 Penalty: 5056.719727
	Iteration 9F: 3 clusters Score -3293480 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3294310.250000 Penalty: 5056.719727
	Iteration 10Q: 3 clusters Score -3294310 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3294990.750000 Penalty: 5056.719727
	Iteration 11Q: 3 clusters Score -3294991 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3295516.750000 Penalty: 5056.719727
	Iteration 12Q: 3 clusters Score -3295517 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3295906.250000 Penalty: 5056.719727
	Iteration 13Q: 3 clusters Score -3295906 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3296181.750000 Penalty: 5056.719727
	Iteration 14Q: 3 clusters Score -3296182 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3296403.250000 Penalty: 5056.719727
	Iteration 15Q: 3 clusters Score -3296403 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3296587.000000 Penalty: 5056.719727
	Iteration 16Q: 3 clusters Score -3296587 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3296708.500000 Penalty: 5056.719727
	Iteration 17Q: 3 clusters Score -3296708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3296816.250000 Penalty: 5056.719727
	Iteration 18Q: 3 clusters Score -3296816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3296907.750000 Penalty: 5056.719727
	Iteration 19Q: 3 clusters Score -3296908 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3296979.000000 Penalty: 5056.719727
	Iteration 20F: 3 clusters Score -3296979 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3297032.250000 Penalty: 5056.719727
	Iteration 21Q: 3 clusters Score -3297032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3297059.500000 Penalty: 5056.719727
	Iteration 22Q: 3 clusters Score -3297060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3297108.500000 Penalty: 5056.719727
	Iteration 23Q: 3 clusters Score -3297108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3297141.000000 Penalty: 5056.719727
	Iteration 24Q: 3 clusters Score -3297141 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3297201.500000 Penalty: 5056.719727
	Iteration 25Q: 3 clusters Score -3297202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3297250.750000 Penalty: 5056.719727
	Iteration 26Q: 3 clusters Score -3297251 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3297288.500000 Penalty: 5056.719727
	Iteration 27Q: 3 clusters Score -3297288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3297336.500000 Penalty: 5056.719727
	Iteration 28Q: 3 clusters Score -3297336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3297375.500000 Penalty: 5056.719727
	Iteration 29Q: 3 clusters Score -3297376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3297427.250000 Penalty: 5056.719727
	Iteration 30Q: 3 clusters Score -3297427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3297459.250000 Penalty: 5056.719727
	Iteration 31Q: 3 clusters Score -3297459 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3297514.000000 Penalty: 5056.719727
	Iteration 32Q: 3 clusters Score -3297514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3297578.750000 Penalty: 5056.719727
	Iteration 33Q: 3 clusters Score -3297579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3297625.500000 Penalty: 5056.719727
	Iteration 34Q: 3 clusters Score -3297626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3297672.750000 Penalty: 5056.719727
	Iteration 35Q: 3 clusters Score -3297673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3297729.750000 Penalty: 5056.719727
	Iteration 36Q: 3 clusters Score -3297730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3297759.750000 Penalty: 5056.719727
	Iteration 37Q: 3 clusters Score -3297760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3297785.750000 Penalty: 5056.719727
	Iteration 38Q: 3 clusters Score -3297786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3297808.250000 Penalty: 5056.719727
	Iteration 39Q: 3 clusters Score -3297808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3297846.000000 Penalty: 5056.719727
	Iteration 40F: 3 clusters Score -3297846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3297859.000000 Penalty: 5056.719727
	Iteration 41Q: 3 clusters Score -3297859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3297875.250000 Penalty: 5056.719727
	Iteration 42Q: 3 clusters Score -3297875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3297900.750000 Penalty: 5056.719727
	Iteration 43Q: 3 clusters Score -3297901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3297909.250000 Penalty: 5056.719727
	Iteration 44Q: 3 clusters Score -3297909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3297922.500000 Penalty: 5056.719727
	Iteration 45Q: 3 clusters Score -3297922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3297952.000000 Penalty: 5056.719727
	Iteration 46Q: 3 clusters Score -3297952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3297953.000000 Penalty: 5056.719727
	Iteration 47Q: 3 clusters Score -3297953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3297968.750000 Penalty: 5056.719727
	Iteration 48Q: 3 clusters Score -3297969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3297971.250000 Penalty: 5056.719727
	Iteration 49Q: 3 clusters Score -3297971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3297979.000000 Penalty: 5056.719727
	Iteration 50Q: 3 clusters Score -3297979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3297984.500000 Penalty: 5056.719727
	Iteration 51Q: 3 clusters Score -3297984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3297998.250000 Penalty: 5056.719727
	Iteration 52Q: 3 clusters Score -3297998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3298000.500000 Penalty: 5056.719727
	Iteration 53Q: 3 clusters Score -3298000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3298010.250000 Penalty: 5056.719727
	Iteration 54Q: 3 clusters Score -3298010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3298009.500000 Penalty: 5056.719727
	Iteration 55Q: 3 clusters Score -3298010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3298020.750000 Penalty: 5056.719727
	Iteration 56Q: 3 clusters Score -3298021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3298025.000000 Penalty: 5056.719727
	Iteration 57Q: 3 clusters Score -3298025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3298029.250000 Penalty: 5056.719727
	Iteration 58Q: 3 clusters Score -3298029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3298028.750000 Penalty: 5056.719727
	Iteration 59Q: 3 clusters Score -3298029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3298033.000000 Penalty: 5056.719727
	Iteration 60F: 3 clusters Score -3298033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3298036.500000 Penalty: 5056.719727
	Iteration 61Q: 3 clusters Score -3298036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3298035.250000 Penalty: 5056.719727
	Iteration 62Q: 3 clusters Score -3298035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3298038.250000 Penalty: 5056.719727
	Iteration 63Q: 3 clusters Score -3298038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3298036.000000 Penalty: 5056.719727
	Iteration 64Q: 3 clusters Score -3298036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3298040.000000 Penalty: 5056.719727
	Iteration 65Q: 3 clusters Score -3298040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3298048.500000 Penalty: 5056.719727
	Iteration 66Q: 3 clusters Score -3298048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3298050.250000 Penalty: 5056.719727
	Iteration 67Q: 3 clusters Score -3298050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3298053.500000 Penalty: 5056.719727
	Iteration 68Q: 3 clusters Score -3298054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3298055.000000 Penalty: 5056.719727
	Iteration 69Q: 3 clusters Score -3298055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3298058.000000 Penalty: 5056.719727
	Iteration 70Q: 3 clusters Score -3298058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3298057.000000 Penalty: 5056.719727
	Iteration 71Q: 3 clusters Score -3298057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3298057.250000 Penalty: 5056.719727
	Iteration 72Q: 3 clusters Score -3298057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3298060.000000 Penalty: 5056.719727
	Iteration 73Q: 3 clusters Score -3298060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3298057.750000 Penalty: 5056.719727
	Iteration 74Q: 3 clusters Score -3298058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3298060.750000 Penalty: 5056.719727
	Iteration 75Q: 3 clusters Score -3298061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3298062.000000 Penalty: 5056.719727
	Iteration 76Q: 3 clusters Score -3298062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3298066.000000 Penalty: 5056.719727
	Iteration 77Q: 3 clusters Score -3298066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3298061.500000 Penalty: 5056.719727
	Iteration 78Q: 3 clusters Score -3298062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3298064.500000 Penalty: 5056.719727
	Iteration 79Q: 3 clusters Score -3298064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3298066.500000 Penalty: 5056.719727
	Iteration 80F: 3 clusters Score -3298066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -3298067.250000 Penalty: 5056.719727
	Iteration 81Q: 3 clusters Score -3298067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3298074.500000 Penalty: 5056.719727
	Iteration 82Q: 3 clusters Score -3298074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3298085.500000 Penalty: 5056.719727
	Iteration 83Q: 3 clusters Score -3298086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3298082.500000 Penalty: 5056.719727
	Iteration 84Q: 3 clusters Score -3298082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3298084.000000 Penalty: 5056.719727
	Iteration 85Q: 3 clusters Score -3298084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3298083.750000 Penalty: 5056.719727
	Iteration 86Q: 3 clusters Score -3298084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3298085.000000 Penalty: 5056.719727
	Iteration 87Q: 3 clusters Score -3298085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3298084.500000 Penalty: 5056.719727
	Iteration 88Q: 3 clusters Score -3298084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3298082.750000 Penalty: 5056.719727
	Iteration 89Q: 3 clusters Score -3298083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3298082.500000 Penalty: 5056.719727
	Iteration 90Q: 3 clusters Score -3298082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3298083.000000 Penalty: 5056.719727
	Iteration 91Q: 3 clusters Score -3298083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3298084.250000 Penalty: 5056.719727
	Iteration 92Q: 3 clusters Score -3298084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3298084.250000 Penalty: 5056.719727
	Iteration 93F: 3 clusters Score -3298084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Entering Unmasked Estep 
Score: -1558222.125000 Penalty: 2336.530273
	Iteration 0F: 2 clusters Score -1558222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1549007.500000 Penalty: 4673.060547
	Iteration 0F: 3 clusters Score -1549008 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1551944.250000 Penalty: 4673.060547
	Iteration 1F: 3 clusters Score -1551944 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1552404.625000 Penalty: 4673.060547
	Iteration 2F: 3 clusters Score -1552405 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1552943.500000 Penalty: 4673.060547
	Iteration 3F: 3 clusters Score -1552944 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1553542.500000 Penalty: 4673.060547
	Iteration 4F: 3 clusters Score -1553542 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1554190.250000 Penalty: 4673.060547
	Iteration 5F: 3 clusters Score -1554190 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1554826.750000 Penalty: 4673.060547
	Iteration 6F: 3 clusters Score -1554827 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1555452.125000 Penalty: 4673.060547
	Iteration 7F: 3 clusters Score -1555452 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1555968.000000 Penalty: 4673.060547
	Iteration 8Q: 3 clusters Score -1555968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1556356.750000 Penalty: 4673.060547
	Iteration 9Q: 3 clusters Score -1556357 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1556607.125000 Penalty: 4673.060547
	Iteration 10Q: 3 clusters Score -1556607 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1556795.250000 Penalty: 4673.060547
	Iteration 11Q: 3 clusters Score -1556795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1556931.625000 Penalty: 4673.060547
	Iteration 12Q: 3 clusters Score -1556932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1557039.875000 Penalty: 4673.060547
	Iteration 13Q: 3 clusters Score -1557040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1557134.500000 Penalty: 4673.060547
	Iteration 14Q: 3 clusters Score -1557134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1557204.000000 Penalty: 4673.060547
	Iteration 15Q: 3 clusters Score -1557204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1557262.250000 Penalty: 4673.060547
	Iteration 16Q: 3 clusters Score -1557262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1557311.000000 Penalty: 4673.060547
	Iteration 17Q: 3 clusters Score -1557311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1557358.000000 Penalty: 4673.060547
	Iteration 18Q: 3 clusters Score -1557358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1557405.875000 Penalty: 4673.060547
	Iteration 19Q: 3 clusters Score -1557406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1557432.375000 Penalty: 4673.060547
	Iteration 20F: 3 clusters Score -1557432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1557450.500000 Penalty: 4673.060547
	Iteration 21Q: 3 clusters Score -1557450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1557472.000000 Penalty: 4673.060547
	Iteration 22Q: 3 clusters Score -1557472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1557480.125000 Penalty: 4673.060547
	Iteration 23Q: 3 clusters Score -1557480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1557490.000000 Penalty: 4673.060547
	Iteration 24Q: 3 clusters Score -1557490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1557496.750000 Penalty: 4673.060547
	Iteration 25Q: 3 clusters Score -1557497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1557499.125000 Penalty: 4673.060547
	Iteration 26Q: 3 clusters Score -1557499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1557499.500000 Penalty: 4673.060547
	Iteration 27Q: 3 clusters Score -1557500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1557499.875000 Penalty: 4673.060547
	Iteration 28Q: 3 clusters Score -1557500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1557500.375000 Penalty: 4673.060547
	Iteration 29Q: 3 clusters Score -1557500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1557499.375000 Penalty: 4673.060547
	Iteration 30Q: 3 clusters Score -1557499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1557498.500000 Penalty: 4673.060547
	Iteration 31Q: 3 clusters Score -1557498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1557498.000000 Penalty: 4673.060547
	Iteration 32Q: 3 clusters Score -1557498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1557500.875000 Penalty: 4673.060547
	Iteration 33Q: 3 clusters Score -1557501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1557500.875000 Penalty: 4673.060547
	Iteration 34Q: 3 clusters Score -1557501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1557501.750000 Penalty: 4673.060547
	Iteration 35Q: 3 clusters Score -1557502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1557501.750000 Penalty: 4673.060547
	Iteration 36F: 3 clusters Score -1557502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -1797568.625000 Penalty: 2380.097168
	Iteration 0F: 2 clusters Score -1797569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1786864.875000 Penalty: 4760.194336
	Iteration 0F: 3 clusters Score -1786865 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1790443.250000 Penalty: 4760.194336
	Iteration 1F: 3 clusters Score -1790443 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1791236.000000 Penalty: 4760.194336
	Iteration 2F: 3 clusters Score -1791236 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1792390.250000 Penalty: 4760.194336
	Iteration 3F: 3 clusters Score -1792390 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1793470.250000 Penalty: 4760.194336
	Iteration 4F: 3 clusters Score -1793470 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1794331.625000 Penalty: 4760.194336
	Iteration 5F: 3 clusters Score -1794332 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1794900.000000 Penalty: 4760.194336
	Iteration 6F: 3 clusters Score -1794900 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1795320.250000 Penalty: 4760.194336
	Iteration 7Q: 3 clusters Score -1795320 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1795620.000000 Penalty: 4760.194336
	Iteration 8Q: 3 clusters Score -1795620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1795854.125000 Penalty: 4760.194336
	Iteration 9Q: 3 clusters Score -1795854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1796039.625000 Penalty: 4760.194336
	Iteration 10Q: 3 clusters Score -1796040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1796183.375000 Penalty: 4760.194336
	Iteration 11Q: 3 clusters Score -1796183 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1796318.000000 Penalty: 4760.194336
	Iteration 12Q: 3 clusters Score -1796318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1796425.875000 Penalty: 4760.194336
	Iteration 13Q: 3 clusters Score -1796426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1796519.125000 Penalty: 4760.194336
	Iteration 14Q: 3 clusters Score -1796519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1796592.500000 Penalty: 4760.194336
	Iteration 15Q: 3 clusters Score -1796592 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1796646.500000 Penalty: 4760.194336
	Iteration 16Q: 3 clusters Score -1796646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1796677.500000 Penalty: 4760.194336
	Iteration 17Q: 3 clusters Score -1796678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1796701.125000 Penalty: 4760.194336
	Iteration 18Q: 3 clusters Score -1796701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1796713.625000 Penalty: 4760.194336
	Iteration 19Q: 3 clusters Score -1796714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1796717.250000 Penalty: 4760.194336
	Iteration 20F: 3 clusters Score -1796717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1796726.000000 Penalty: 4760.194336
	Iteration 21Q: 3 clusters Score -1796726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1796736.000000 Penalty: 4760.194336
	Iteration 22Q: 3 clusters Score -1796736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1796746.500000 Penalty: 4760.194336
	Iteration 23Q: 3 clusters Score -1796746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1796753.750000 Penalty: 4760.194336
	Iteration 24Q: 3 clusters Score -1796754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1796755.250000 Penalty: 4760.194336
	Iteration 25Q: 3 clusters Score -1796755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1796757.375000 Penalty: 4760.194336
	Iteration 26Q: 3 clusters Score -1796757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1796762.750000 Penalty: 4760.194336
	Iteration 27Q: 3 clusters Score -1796763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1796761.000000 Penalty: 4760.194336
	Iteration 28Q: 3 clusters Score -1796761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1796770.500000 Penalty: 4760.194336
	Iteration 29Q: 3 clusters Score -1796770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1796774.500000 Penalty: 4760.194336
	Iteration 30Q: 3 clusters Score -1796774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1796774.625000 Penalty: 4760.194336
	Iteration 31Q: 3 clusters Score -1796775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1796781.375000 Penalty: 4760.194336
	Iteration 32Q: 3 clusters Score -1796781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1796790.125000 Penalty: 4760.194336
	Iteration 33Q: 3 clusters Score -1796790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1796795.875000 Penalty: 4760.194336
	Iteration 34Q: 3 clusters Score -1796796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1796800.375000 Penalty: 4760.194336
	Iteration 35Q: 3 clusters Score -1796800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1796806.500000 Penalty: 4760.194336
	Iteration 36Q: 3 clusters Score -1796806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1796810.375000 Penalty: 4760.194336
	Iteration 37Q: 3 clusters Score -1796810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1796814.625000 Penalty: 4760.194336
	Iteration 38Q: 3 clusters Score -1796815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1796819.500000 Penalty: 4760.194336
	Iteration 39Q: 3 clusters Score -1796820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1796820.500000 Penalty: 4760.194336
	Iteration 40F: 3 clusters Score -1796820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1796822.875000 Penalty: 4760.194336
	Iteration 41Q: 3 clusters Score -1796823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1796824.375000 Penalty: 4760.194336
	Iteration 42Q: 3 clusters Score -1796824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1796826.375000 Penalty: 4760.194336
	Iteration 43Q: 3 clusters Score -1796826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1796827.625000 Penalty: 4760.194336
	Iteration 44Q: 3 clusters Score -1796828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1796831.250000 Penalty: 4760.194336
	Iteration 45Q: 3 clusters Score -1796831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1796832.000000 Penalty: 4760.194336
	Iteration 46Q: 3 clusters Score -1796832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1796828.500000 Penalty: 4760.194336
	Iteration 47Q: 3 clusters Score -1796828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1796831.875000 Penalty: 4760.194336
	Iteration 48Q: 3 clusters Score -1796832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1796831.500000 Penalty: 4760.194336
	Iteration 49Q: 3 clusters Score -1796832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1796831.875000 Penalty: 4760.194336
	Iteration 50Q: 3 clusters Score -1796832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1796832.500000 Penalty: 4760.194336
	Iteration 51Q: 3 clusters Score -1796832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1796829.500000 Penalty: 4760.194336
	Iteration 52Q: 3 clusters Score -1796830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1796833.875000 Penalty: 4760.194336
	Iteration 53Q: 3 clusters Score -1796834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1796833.750000 Penalty: 4760.194336
	Iteration 54Q: 3 clusters Score -1796834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1796837.125000 Penalty: 4760.194336
	Iteration 55Q: 3 clusters Score -1796837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1796835.625000 Penalty: 4760.194336
	Iteration 56Q: 3 clusters Score -1796836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1796838.000000 Penalty: 4760.194336
	Iteration 57Q: 3 clusters Score -1796838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1796838.625000 Penalty: 4760.194336
	Iteration 58Q: 3 clusters Score -1796839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1796838.125000 Penalty: 4760.194336
	Iteration 59Q: 3 clusters Score -1796838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1796836.250000 Penalty: 4760.194336
	Iteration 60F: 3 clusters Score -1796836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1796838.250000 Penalty: 4760.194336
	Iteration 61Q: 3 clusters Score -1796838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1796837.875000 Penalty: 4760.194336
	Iteration 62Q: 3 clusters Score -1796838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1796838.375000 Penalty: 4760.194336
	Iteration 63Q: 3 clusters Score -1796838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1796836.375000 Penalty: 4760.194336
	Iteration 64Q: 3 clusters Score -1796836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1796839.625000 Penalty: 4760.194336
	Iteration 65Q: 3 clusters Score -1796840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1796840.500000 Penalty: 4760.194336
	Iteration 66Q: 3 clusters Score -1796840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1796840.625000 Penalty: 4760.194336
	Iteration 67Q: 3 clusters Score -1796841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1796847.125000 Penalty: 4760.194336
	Iteration 68Q: 3 clusters Score -1796847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1796848.250000 Penalty: 4760.194336
	Iteration 69Q: 3 clusters Score -1796848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1796856.000000 Penalty: 4760.194336
	Iteration 70Q: 3 clusters Score -1796856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1796870.125000 Penalty: 4760.194336
	Iteration 71Q: 3 clusters Score -1796870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1796883.625000 Penalty: 4760.194336
	Iteration 72Q: 3 clusters Score -1796884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1796922.375000 Penalty: 4760.194336
	Iteration 73Q: 3 clusters Score -1796922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1796960.875000 Penalty: 4760.194336
	Iteration 74Q: 3 clusters Score -1796961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1796973.000000 Penalty: 4760.194336
	Iteration 75Q: 3 clusters Score -1796973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1796982.875000 Penalty: 4760.194336
	Iteration 76Q: 3 clusters Score -1796983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1796986.875000 Penalty: 4760.194336
	Iteration 77Q: 3 clusters Score -1796987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1796989.000000 Penalty: 4760.194336
	Iteration 78Q: 3 clusters Score -1796989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1796994.875000 Penalty: 4760.194336
	Iteration 79Q: 3 clusters Score -1796995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1796993.875000 Penalty: 4760.194336
	Iteration 80F: 3 clusters Score -1796994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1796999.500000 Penalty: 4760.194336
	Iteration 81Q: 3 clusters Score -1797000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1797003.250000 Penalty: 4760.194336
	Iteration 82Q: 3 clusters Score -1797003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1797005.750000 Penalty: 4760.194336
	Iteration 83Q: 3 clusters Score -1797006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1797013.875000 Penalty: 4760.194336
	Iteration 84Q: 3 clusters Score -1797014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1797011.875000 Penalty: 4760.194336
	Iteration 85Q: 3 clusters Score -1797012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1797014.750000 Penalty: 4760.194336
	Iteration 86Q: 3 clusters Score -1797015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1797015.000000 Penalty: 4760.194336
	Iteration 87Q: 3 clusters Score -1797015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1797015.000000 Penalty: 4760.194336
	Iteration 88F: 3 clusters Score -1797015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -76355.242188 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -76355.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74721.414062 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -74721.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74910.250000 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -74910.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74992.929688 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -74992.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75025.921875 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -75025.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75047.750000 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -75047.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75072.820312 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -75072.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75105.945312 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -75105.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75120.453125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75120.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75131.585938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75131.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75140.554688 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -75140.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75154.218750 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -75154.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75163.257812 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -75163.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75169.960938 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -75169.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75169.960938 Penalty: 3213.340576
	Iteration 13F: 3 clusters Score -75169.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Entering Unmasked Estep 
Score: -2253662.250000 Penalty: 2425.669434
	Iteration 0F: 2 clusters Score -2253662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2241111.000000 Penalty: 4851.338867
	Iteration 0F: 3 clusters Score -2241111 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2245312.000000 Penalty: 4851.338867
	Iteration 1F: 3 clusters Score -2245312 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2245751.750000 Penalty: 4851.338867
	Iteration 2F: 3 clusters Score -2245752 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2246096.750000 Penalty: 4851.338867
	Iteration 3Q: 3 clusters Score -2246097 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2246453.750000 Penalty: 4851.338867
	Iteration 4Q: 3 clusters Score -2246454 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2246843.500000 Penalty: 4851.338867
	Iteration 5Q: 3 clusters Score -2246844 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2247268.500000 Penalty: 4851.338867
	Iteration 6Q: 3 clusters Score -2247268 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2247750.500000 Penalty: 4851.338867
	Iteration 7Q: 3 clusters Score -2247750 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2248236.000000 Penalty: 4851.338867
	Iteration 8Q: 3 clusters Score -2248236 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2248768.750000 Penalty: 4851.338867
	Iteration 9Q: 3 clusters Score -2248769 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2249334.750000 Penalty: 4851.338867
	Iteration 10Q: 3 clusters Score -2249335 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2249884.500000 Penalty: 4851.338867
	Iteration 11Q: 3 clusters Score -2249884 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2250354.750000 Penalty: 4851.338867
	Iteration 12Q: 3 clusters Score -2250355 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2250624.250000 Penalty: 4851.338867
	Iteration 13Q: 3 clusters Score -2250624 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2250805.250000 Penalty: 4851.338867
	Iteration 14Q: 3 clusters Score -2250805 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2250929.500000 Penalty: 4851.338867
	Iteration 15Q: 3 clusters Score -2250930 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2251040.000000 Penalty: 4851.338867
	Iteration 16Q: 3 clusters Score -2251040 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2251110.250000 Penalty: 4851.338867
	Iteration 17Q: 3 clusters Score -2251110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2251157.250000 Penalty: 4851.338867
	Iteration 18Q: 3 clusters Score -2251157 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2251194.000000 Penalty: 4851.338867
	Iteration 19Q: 3 clusters Score -2251194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2251230.250000 Penalty: 4851.338867
	Iteration 20F: 3 clusters Score -2251230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2251255.250000 Penalty: 4851.338867
	Iteration 21Q: 3 clusters Score -2251255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2251295.000000 Penalty: 4851.338867
	Iteration 22Q: 3 clusters Score -2251295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2251328.000000 Penalty: 4851.338867
	Iteration 23Q: 3 clusters Score -2251328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2251349.750000 Penalty: 4851.338867
	Iteration 24Q: 3 clusters Score -2251350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2251388.000000 Penalty: 4851.338867
	Iteration 25Q: 3 clusters Score -2251388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2251415.500000 Penalty: 4851.338867
	Iteration 26Q: 3 clusters Score -2251416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2251436.750000 Penalty: 4851.338867
	Iteration 27Q: 3 clusters Score -2251437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2251466.750000 Penalty: 4851.338867
	Iteration 28Q: 3 clusters Score -2251467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2251482.750000 Penalty: 4851.338867
	Iteration 29Q: 3 clusters Score -2251483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2251495.500000 Penalty: 4851.338867
	Iteration 30Q: 3 clusters Score -2251496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2251516.500000 Penalty: 4851.338867
	Iteration 31Q: 3 clusters Score -2251516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2251523.500000 Penalty: 4851.338867
	Iteration 32Q: 3 clusters Score -2251524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2251534.750000 Penalty: 4851.338867
	Iteration 33Q: 3 clusters Score -2251535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2251540.000000 Penalty: 4851.338867
	Iteration 34Q: 3 clusters Score -2251540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2251538.500000 Penalty: 4851.338867
	Iteration 35Q: 3 clusters Score -2251538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2251539.500000 Penalty: 4851.338867
	Iteration 36Q: 3 clusters Score -2251540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2251543.000000 Penalty: 4851.338867
	Iteration 37Q: 3 clusters Score -2251543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2251543.000000 Penalty: 4851.338867
	Iteration 38Q: 3 clusters Score -2251543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2251549.000000 Penalty: 4851.338867
	Iteration 39Q: 3 clusters Score -2251549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2251560.750000 Penalty: 4851.338867
	Iteration 40F: 3 clusters Score -2251561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2251565.250000 Penalty: 4851.338867
	Iteration 41Q: 3 clusters Score -2251565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2251566.250000 Penalty: 4851.338867
	Iteration 42Q: 3 clusters Score -2251566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2251570.000000 Penalty: 4851.338867
	Iteration 43Q: 3 clusters Score -2251570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2251572.000000 Penalty: 4851.338867
	Iteration 44Q: 3 clusters Score -2251572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2251573.250000 Penalty: 4851.338867
	Iteration 45Q: 3 clusters Score -2251573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2251581.500000 Penalty: 4851.338867
	Iteration 46Q: 3 clusters Score -2251582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2251583.250000 Penalty: 4851.338867
	Iteration 47Q: 3 clusters Score -2251583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2251585.000000 Penalty: 4851.338867
	Iteration 48Q: 3 clusters Score -2251585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2251590.500000 Penalty: 4851.338867
	Iteration 49Q: 3 clusters Score -2251590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2251595.750000 Penalty: 4851.338867
	Iteration 50Q: 3 clusters Score -2251596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2251593.500000 Penalty: 4851.338867
	Iteration 51Q: 3 clusters Score -2251594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2251599.500000 Penalty: 4851.338867
	Iteration 52Q: 3 clusters Score -2251600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2251608.750000 Penalty: 4851.338867
	Iteration 53Q: 3 clusters Score -2251609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2251613.500000 Penalty: 4851.338867
	Iteration 54Q: 3 clusters Score -2251614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2251615.500000 Penalty: 4851.338867
	Iteration 55Q: 3 clusters Score -2251616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2251622.750000 Penalty: 4851.338867
	Iteration 56Q: 3 clusters Score -2251623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2251626.500000 Penalty: 4851.338867
	Iteration 57Q: 3 clusters Score -2251626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2251630.000000 Penalty: 4851.338867
	Iteration 58Q: 3 clusters Score -2251630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2251632.500000 Penalty: 4851.338867
	Iteration 59Q: 3 clusters Score -2251632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2251630.250000 Penalty: 4851.338867
	Iteration 60F: 3 clusters Score -2251630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2251628.750000 Penalty: 4851.338867
	Iteration 61Q: 3 clusters Score -2251629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2251630.250000 Penalty: 4851.338867
	Iteration 62Q: 3 clusters Score -2251630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2251633.500000 Penalty: 4851.338867
	Iteration 63Q: 3 clusters Score -2251634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2251638.500000 Penalty: 4851.338867
	Iteration 64Q: 3 clusters Score -2251638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2251639.000000 Penalty: 4851.338867
	Iteration 65Q: 3 clusters Score -2251639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2251641.750000 Penalty: 4851.338867
	Iteration 66Q: 3 clusters Score -2251642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2251642.750000 Penalty: 4851.338867
	Iteration 67Q: 3 clusters Score -2251643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2251644.500000 Penalty: 4851.338867
	Iteration 68Q: 3 clusters Score -2251644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2251647.000000 Penalty: 4851.338867
	Iteration 69Q: 3 clusters Score -2251647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2251648.250000 Penalty: 4851.338867
	Iteration 70Q: 3 clusters Score -2251648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2251646.000000 Penalty: 4851.338867
	Iteration 71Q: 3 clusters Score -2251646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2251644.000000 Penalty: 4851.338867
	Iteration 72Q: 3 clusters Score -2251644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2251646.750000 Penalty: 4851.338867
	Iteration 73Q: 3 clusters Score -2251647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2251647.500000 Penalty: 4851.338867
	Iteration 74Q: 3 clusters Score -2251648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2251649.500000 Penalty: 4851.338867
	Iteration 75Q: 3 clusters Score -2251650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2251648.250000 Penalty: 4851.338867
	Iteration 76Q: 3 clusters Score -2251648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2251652.500000 Penalty: 4851.338867
	Iteration 77Q: 3 clusters Score -2251652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2251654.000000 Penalty: 4851.338867
	Iteration 78Q: 3 clusters Score -2251654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2251656.500000 Penalty: 4851.338867
	Iteration 79Q: 3 clusters Score -2251656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2251660.000000 Penalty: 4851.338867
	Iteration 80F: 3 clusters Score -2251660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2251663.500000 Penalty: 4851.338867
	Iteration 81Q: 3 clusters Score -2251664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2251662.000000 Penalty: 4851.338867
	Iteration 82Q: 3 clusters Score -2251662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2251662.000000 Penalty: 4851.338867
	Iteration 83Q: 3 clusters Score -2251662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2251672.750000 Penalty: 4851.338867
	Iteration 84Q: 3 clusters Score -2251673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2251676.000000 Penalty: 4851.338867
	Iteration 85Q: 3 clusters Score -2251676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2251674.750000 Penalty: 4851.338867
	Iteration 86Q: 3 clusters Score -2251675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2251681.250000 Penalty: 4851.338867
	Iteration 87Q: 3 clusters Score -2251681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2251680.000000 Penalty: 4851.338867
	Iteration 88Q: 3 clusters Score -2251680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2251680.750000 Penalty: 4851.338867
	Iteration 89Q: 3 clusters Score -2251681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2251683.000000 Penalty: 4851.338867
	Iteration 90Q: 3 clusters Score -2251683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2251685.500000 Penalty: 4851.338867
	Iteration 91Q: 3 clusters Score -2251686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2251684.500000 Penalty: 4851.338867
	Iteration 92Q: 3 clusters Score -2251684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2251683.750000 Penalty: 4851.338867
	Iteration 93Q: 3 clusters Score -2251684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2251683.750000 Penalty: 4851.338867
	Iteration 94Q: 3 clusters Score -2251684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2251683.750000 Penalty: 4851.338867
	Iteration 95F: 3 clusters Score -2251684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -65056.746094 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -65056.75 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 275 members 
Entering Unmasked Estep 
Score: -63477.398438 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -63477.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63667.542969 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -63667.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63740.882812 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -63740.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63848.292969 Penalty: 3142.187012
	Iteration 3F: 3 clusters Score -63848.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63882.500000 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -63882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63909.816406 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -63909.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63923.847656 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -63923.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63937.488281 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -63937.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63944.925781 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -63944.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63946.042969 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -63946.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63946.773438 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -63946.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63946.773438 Penalty: 3142.187012
	Iteration 11F: 3 clusters Score -63946.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -925234.062500 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -925234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -919160.937500 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -919160.9 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -920721.875000 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -920721.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -921036.437500 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -921036.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -921247.937500 Penalty: 4430.639160
	Iteration 3F: 3 clusters Score -921247.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -921436.687500 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -921436.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -921641.187500 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -921641.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -921825.875000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -921825.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -921987.312500 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -921987.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -922117.250000 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -922117.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -922244.250000 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -922244.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -922337.187500 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -922337.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -922419.937500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -922419.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -922483.937500 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -922483.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -922526.125000 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -922526.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -922556.812500 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -922556.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -922581.125000 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -922581.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -922599.375000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -922599.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -922619.562500 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -922619.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -922640.500000 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -922640.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -922659.250000 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -922659.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -922677.312500 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -922677.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -922689.187500 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -922689.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -922698.812500 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -922698.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -922710.312500 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -922710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -922722.687500 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -922722.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -922735.687500 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -922735.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -922753.250000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -922753.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -922768.375000 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -922768.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -922780.750000 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -922780.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -922795.375000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -922795.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -922805.000000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -922805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -922817.625000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -922817.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -922832.562500 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -922832.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -922848.000000 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -922848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -922867.312500 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -922867.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -922884.625000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -922884.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -922904.625000 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -922904.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -922926.500000 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -922926.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -922949.875000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -922949.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -922975.500000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -922975.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -923001.937500 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -923001.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -923030.000000 Penalty: 4430.639160
	Iteration 41Q: 3 clusters Score -923030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -923053.187500 Penalty: 4430.639160
	Iteration 42Q: 3 clusters Score -923053.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -923075.437500 Penalty: 4430.639160
	Iteration 43Q: 3 clusters Score -923075.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -923099.625000 Penalty: 4430.639160
	Iteration 44Q: 3 clusters Score -923099.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -923121.187500 Penalty: 4430.639160
	Iteration 45Q: 3 clusters Score -923121.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -923141.875000 Penalty: 4430.639160
	Iteration 46Q: 3 clusters Score -923141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -923164.500000 Penalty: 4430.639160
	Iteration 47Q: 3 clusters Score -923164.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -923184.625000 Penalty: 4430.639160
	Iteration 48Q: 3 clusters Score -923184.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -923199.437500 Penalty: 4430.639160
	Iteration 49Q: 3 clusters Score -923199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -923213.062500 Penalty: 4430.639160
	Iteration 50Q: 3 clusters Score -923213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -923224.250000 Penalty: 4430.639160
	Iteration 51Q: 3 clusters Score -923224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -923235.312500 Penalty: 4430.639160
	Iteration 52Q: 3 clusters Score -923235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -923243.125000 Penalty: 4430.639160
	Iteration 53Q: 3 clusters Score -923243.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -923256.687500 Penalty: 4430.639160
	Iteration 54Q: 3 clusters Score -923256.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -923269.125000 Penalty: 4430.639160
	Iteration 55Q: 3 clusters Score -923269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -923278.500000 Penalty: 4430.639160
	Iteration 56Q: 3 clusters Score -923278.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -923282.500000 Penalty: 4430.639160
	Iteration 57Q: 3 clusters Score -923282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -923285.000000 Penalty: 4430.639160
	Iteration 58Q: 3 clusters Score -923285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -923291.437500 Penalty: 4430.639160
	Iteration 59Q: 3 clusters Score -923291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -923294.687500 Penalty: 4430.639160
	Iteration 60F: 3 clusters Score -923294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -923297.937500 Penalty: 4430.639160
	Iteration 61Q: 3 clusters Score -923297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -923299.312500 Penalty: 4430.639160
	Iteration 62Q: 3 clusters Score -923299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -923299.375000 Penalty: 4430.639160
	Iteration 63Q: 3 clusters Score -923299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -923300.687500 Penalty: 4430.639160
	Iteration 64Q: 3 clusters Score -923300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -923302.812500 Penalty: 4430.639160
	Iteration 65Q: 3 clusters Score -923302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -923306.125000 Penalty: 4430.639160
	Iteration 66Q: 3 clusters Score -923306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -923306.500000 Penalty: 4430.639160
	Iteration 67Q: 3 clusters Score -923306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -923306.375000 Penalty: 4430.639160
	Iteration 68Q: 3 clusters Score -923306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -923306.062500 Penalty: 4430.639160
	Iteration 69Q: 3 clusters Score -923306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -923307.750000 Penalty: 4430.639160
	Iteration 70Q: 3 clusters Score -923307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -923309.875000 Penalty: 4430.639160
	Iteration 71Q: 3 clusters Score -923309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -923311.812500 Penalty: 4430.639160
	Iteration 72Q: 3 clusters Score -923311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -923311.437500 Penalty: 4430.639160
	Iteration 73Q: 3 clusters Score -923311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -923314.562500 Penalty: 4430.639160
	Iteration 74Q: 3 clusters Score -923314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -923314.812500 Penalty: 4430.639160
	Iteration 75Q: 3 clusters Score -923314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -923315.750000 Penalty: 4430.639160
	Iteration 76Q: 3 clusters Score -923315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -923316.437500 Penalty: 4430.639160
	Iteration 77Q: 3 clusters Score -923316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -923316.437500 Penalty: 4430.639160
	Iteration 78F: 3 clusters Score -923316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320636 members 
Entering Unmasked Estep 
Score: -40228132.000000 Penalty: 3144.159180
	Iteration 0F: 2 clusters Score -4.022813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 160079 members 
Entering Unmasked Estep 
Score: -40024036.000000 Penalty: 6288.318359
	Iteration 0F: 3 clusters Score -4.002404e+07 nChanged 155691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168770 members 
Mstep: Class 2 contains 151866 members 
Entering Unmasked Estep 
Score: -40116064.000000 Penalty: 6288.318359
	Iteration 1F: 3 clusters Score -4.011606e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173569 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -40117892.000000 Penalty: 6288.318359
	Iteration 2Q: 3 clusters Score -4.011789e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181075 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -40120988.000000 Penalty: 6288.318359
	Iteration 3Q: 3 clusters Score -4.012099e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -40126412.000000 Penalty: 6288.318359
	Iteration 4Q: 3 clusters Score -4.012641e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -40135476.000000 Penalty: 6288.318359
	Iteration 5F: 3 clusters Score -4.013548e+07 nChanged 22792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230750 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -40150972.000000 Penalty: 6288.318359
	Iteration 6F: 3 clusters Score -4.015097e+07 nChanged 26780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257228 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -40171992.000000 Penalty: 6288.318359
	Iteration 7F: 3 clusters Score -4.017199e+07 nChanged 26520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283644 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -40194300.000000 Penalty: 6288.318359
	Iteration 8F: 3 clusters Score -4.01943e+07 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303261 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -40211352.000000 Penalty: 6288.318359
	Iteration 9F: 3 clusters Score -4.021135e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313519 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -40219940.000000 Penalty: 6288.318359
	Iteration 10Q: 3 clusters Score -4.021994e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317705 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -40223384.000000 Penalty: 6288.318359
	Iteration 11Q: 3 clusters Score -4.022338e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -40224568.000000 Penalty: 6288.318359
	Iteration 12Q: 3 clusters Score -4.022457e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319624 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -40225056.000000 Penalty: 6288.318359
	Iteration 13Q: 3 clusters Score -4.022506e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -40225272.000000 Penalty: 6288.318359
	Iteration 14Q: 3 clusters Score -4.022527e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -40225508.000000 Penalty: 6288.318359
	Iteration 15Q: 3 clusters Score -4.022551e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319876 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -40225572.000000 Penalty: 6288.318359
	Iteration 16Q: 3 clusters Score -4.022557e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319885 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -40225588.000000 Penalty: 6288.318359
	Iteration 17Q: 3 clusters Score -4.022559e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319894 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -40225640.000000 Penalty: 6288.318359
	Iteration 18Q: 3 clusters Score -4.022564e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319903 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -40225688.000000 Penalty: 6288.318359
	Iteration 19Q: 3 clusters Score -4.022569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -40225732.000000 Penalty: 6288.318359
	Iteration 20F: 3 clusters Score -4.022573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319894 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -40225788.000000 Penalty: 6288.318359
	Iteration 21Q: 3 clusters Score -4.022579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319893 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -40225836.000000 Penalty: 6288.318359
	Iteration 22Q: 3 clusters Score -4.022584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319884 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -40225848.000000 Penalty: 6288.318359
	Iteration 23Q: 3 clusters Score -4.022585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319880 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -40225820.000000 Penalty: 6288.318359
	Iteration 24Q: 3 clusters Score -4.022582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319883 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -40225800.000000 Penalty: 6288.318359
	Iteration 25Q: 3 clusters Score -4.02258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319874 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -40225824.000000 Penalty: 6288.318359
	Iteration 26Q: 3 clusters Score -4.022582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -40225840.000000 Penalty: 6288.318359
	Iteration 27Q: 3 clusters Score -4.022584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319873 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -40225864.000000 Penalty: 6288.318359
	Iteration 28Q: 3 clusters Score -4.022586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -40225892.000000 Penalty: 6288.318359
	Iteration 29Q: 3 clusters Score -4.022589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -40225888.000000 Penalty: 6288.318359
	Iteration 30Q: 3 clusters Score -4.022589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -40225888.000000 Penalty: 6288.318359
	Iteration 31Q: 3 clusters Score -4.022589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -40225916.000000 Penalty: 6288.318359
	Iteration 32Q: 3 clusters Score -4.022592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319862 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -40225924.000000 Penalty: 6288.318359
	Iteration 33Q: 3 clusters Score -4.022592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -40225940.000000 Penalty: 6288.318359
	Iteration 34Q: 3 clusters Score -4.022594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319861 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -40225928.000000 Penalty: 6288.318359
	Iteration 35Q: 3 clusters Score -4.022593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -40225924.000000 Penalty: 6288.318359
	Iteration 36Q: 3 clusters Score -4.022592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40225936.000000 Penalty: 6288.318359
	Iteration 37Q: 3 clusters Score -4.022594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40225920.000000 Penalty: 6288.318359
	Iteration 38Q: 3 clusters Score -4.022592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -40225960.000000 Penalty: 6288.318359
	Iteration 39Q: 3 clusters Score -4.022596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319845 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -40225956.000000 Penalty: 6288.318359
	Iteration 40F: 3 clusters Score -4.022596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -743810.187500 Penalty: 2162.997803
	Iteration 0F: 2 clusters Score -743810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -738570.812500 Penalty: 4325.995605
	Iteration 0F: 3 clusters Score -738570.8 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -739900.312500 Penalty: 4325.995605
	Iteration 1F: 3 clusters Score -739900.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -740217.687500 Penalty: 4325.995605
	Iteration 2F: 3 clusters Score -740217.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -740440.750000 Penalty: 4325.995605
	Iteration 3F: 3 clusters Score -740440.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -740646.562500 Penalty: 4325.995605
	Iteration 4F: 3 clusters Score -740646.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -740831.687500 Penalty: 4325.995605
	Iteration 5Q: 3 clusters Score -740831.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -741014.875000 Penalty: 4325.995605
	Iteration 6Q: 3 clusters Score -741014.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -741201.812500 Penalty: 4325.995605
	Iteration 7Q: 3 clusters Score -741201.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -741352.125000 Penalty: 4325.995605
	Iteration 8Q: 3 clusters Score -741352.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -741487.875000 Penalty: 4325.995605
	Iteration 9Q: 3 clusters Score -741487.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -741608.562500 Penalty: 4325.995605
	Iteration 10Q: 3 clusters Score -741608.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -741684.062500 Penalty: 4325.995605
	Iteration 11Q: 3 clusters Score -741684.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -741744.500000 Penalty: 4325.995605
	Iteration 12Q: 3 clusters Score -741744.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -741782.125000 Penalty: 4325.995605
	Iteration 13Q: 3 clusters Score -741782.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -741815.625000 Penalty: 4325.995605
	Iteration 14Q: 3 clusters Score -741815.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -741834.750000 Penalty: 4325.995605
	Iteration 15Q: 3 clusters Score -741834.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -741850.812500 Penalty: 4325.995605
	Iteration 16Q: 3 clusters Score -741850.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -741862.937500 Penalty: 4325.995605
	Iteration 17Q: 3 clusters Score -741862.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -741873.875000 Penalty: 4325.995605
	Iteration 18Q: 3 clusters Score -741873.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -741881.375000 Penalty: 4325.995605
	Iteration 19Q: 3 clusters Score -741881.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -741886.375000 Penalty: 4325.995605
	Iteration 20F: 3 clusters Score -741886.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -741892.437500 Penalty: 4325.995605
	Iteration 21Q: 3 clusters Score -741892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -741896.750000 Penalty: 4325.995605
	Iteration 22Q: 3 clusters Score -741896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -741898.625000 Penalty: 4325.995605
	Iteration 23Q: 3 clusters Score -741898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -741901.875000 Penalty: 4325.995605
	Iteration 24Q: 3 clusters Score -741901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -741902.500000 Penalty: 4325.995605
	Iteration 25Q: 3 clusters Score -741902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -741902.500000 Penalty: 4325.995605
	Iteration 26Q: 3 clusters Score -741902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -741903.375000 Penalty: 4325.995605
	Iteration 27Q: 3 clusters Score -741903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -741905.187500 Penalty: 4325.995605
	Iteration 28Q: 3 clusters Score -741905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -741907.375000 Penalty: 4325.995605
	Iteration 29Q: 3 clusters Score -741907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -741909.750000 Penalty: 4325.995605
	Iteration 30Q: 3 clusters Score -741909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -741910.250000 Penalty: 4325.995605
	Iteration 31Q: 3 clusters Score -741910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -741910.750000 Penalty: 4325.995605
	Iteration 32Q: 3 clusters Score -741910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -741913.750000 Penalty: 4325.995605
	Iteration 33Q: 3 clusters Score -741913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -741914.625000 Penalty: 4325.995605
	Iteration 34Q: 3 clusters Score -741914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -741915.375000 Penalty: 4325.995605
	Iteration 35Q: 3 clusters Score -741915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -741915.250000 Penalty: 4325.995605
	Iteration 36Q: 3 clusters Score -741915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -741914.812500 Penalty: 4325.995605
	Iteration 37Q: 3 clusters Score -741914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -741914.812500 Penalty: 4325.995605
	Iteration 38F: 3 clusters Score -741914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -518827.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -518827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -514740.562500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -514740.6 nChanged 1614
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: -515682.125000 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -515682.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -515986.562500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -515986.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -516310.250000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -516310.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -516647.437500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -516647.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -516951.687500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -516951.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -517179.093750 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -517179.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -517336.906250 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -517336.9 nChanged 155
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: -517452.875000 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -517452.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -517526.562500 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -517526.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -517576.437500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -517576.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -517614.000000 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -517614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -517634.281250 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -517634.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -517653.656250 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -517653.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -517667.812500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -517667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -517680.000000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -517680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -517688.500000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -517688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -517693.875000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -517693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -517697.718750 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -517697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -517700.531250 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -517700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -517701.531250 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -517701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -517702.718750 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -517702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -517703.250000 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -517703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -517703.562500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -517703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -517703.562500 Penalty: 4152.938965
	Iteration 24F: 3 clusters Score -517703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -1230659.875000 Penalty: 2291.229980
	Iteration 0F: 2 clusters Score -1230660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1222741.375000 Penalty: 4582.459961
	Iteration 0F: 3 clusters Score -1222741 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1225042.625000 Penalty: 4582.459961
	Iteration 1F: 3 clusters Score -1225043 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1225317.750000 Penalty: 4582.459961
	Iteration 2F: 3 clusters Score -1225318 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1225596.875000 Penalty: 4582.459961
	Iteration 3Q: 3 clusters Score -1225597 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1225965.500000 Penalty: 4582.459961
	Iteration 4Q: 3 clusters Score -1225966 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1226396.875000 Penalty: 4582.459961
	Iteration 5F: 3 clusters Score -1226397 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1226955.750000 Penalty: 4582.459961
	Iteration 6F: 3 clusters Score -1226956 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1227605.250000 Penalty: 4582.459961
	Iteration 7F: 3 clusters Score -1227605 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1228192.000000 Penalty: 4582.459961
	Iteration 8F: 3 clusters Score -1228192 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1228644.375000 Penalty: 4582.459961
	Iteration 9F: 3 clusters Score -1228644 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1229020.000000 Penalty: 4582.459961
	Iteration 10Q: 3 clusters Score -1229020 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1229320.750000 Penalty: 4582.459961
	Iteration 11Q: 3 clusters Score -1229321 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1229487.125000 Penalty: 4582.459961
	Iteration 12Q: 3 clusters Score -1229487 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1229591.500000 Penalty: 4582.459961
	Iteration 13Q: 3 clusters Score -1229592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1229664.000000 Penalty: 4582.459961
	Iteration 14Q: 3 clusters Score -1229664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1229712.375000 Penalty: 4582.459961
	Iteration 15Q: 3 clusters Score -1229712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1229748.500000 Penalty: 4582.459961
	Iteration 16Q: 3 clusters Score -1229748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1229771.375000 Penalty: 4582.459961
	Iteration 17Q: 3 clusters Score -1229771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1229784.000000 Penalty: 4582.459961
	Iteration 18Q: 3 clusters Score -1229784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1229794.625000 Penalty: 4582.459961
	Iteration 19Q: 3 clusters Score -1229795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1229804.500000 Penalty: 4582.459961
	Iteration 20F: 3 clusters Score -1229804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1229810.625000 Penalty: 4582.459961
	Iteration 21Q: 3 clusters Score -1229811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1229816.625000 Penalty: 4582.459961
	Iteration 22Q: 3 clusters Score -1229817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1229821.625000 Penalty: 4582.459961
	Iteration 23Q: 3 clusters Score -1229822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1229827.000000 Penalty: 4582.459961
	Iteration 24Q: 3 clusters Score -1229827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1229829.750000 Penalty: 4582.459961
	Iteration 25Q: 3 clusters Score -1229830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1229828.750000 Penalty: 4582.459961
	Iteration 26Q: 3 clusters Score -1229829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1229830.625000 Penalty: 4582.459961
	Iteration 27Q: 3 clusters Score -1229831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1229831.250000 Penalty: 4582.459961
	Iteration 28Q: 3 clusters Score -1229831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1229831.250000 Penalty: 4582.459961
	Iteration 29F: 3 clusters Score -1229831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -605020.625000 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -605020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -600214.750000 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -600214.8 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -601577.562500 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -601577.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -602049.062500 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -602049.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -602409.437500 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -602409.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -602655.937500 Penalty: 4271.801758
	Iteration 4F: 3 clusters Score -602655.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -602817.250000 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -602817.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -602934.187500 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -602934.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -603015.812500 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -603015.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -603071.750000 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -603071.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -603118.750000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -603118.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -603149.500000 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -603149.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -603176.437500 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -603176.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -603199.875000 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -603199.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -603220.812500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -603220.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -603243.437500 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -603243.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -603257.500000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -603257.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -603264.562500 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -603264.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -603273.187500 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -603273.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -603278.750000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -603278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -603285.437500 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -603285.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -603290.625000 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -603290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -603295.625000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -603295.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -603300.625000 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -603300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -603304.750000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -603304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -603311.625000 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -603311.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -603316.125000 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -603316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -603319.812500 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -603319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -603323.125000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -603323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -603323.250000 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -603323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -603325.750000 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -603325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -603326.250000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -603326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -603326.937500 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -603326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -603327.562500 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -603327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -603327.812500 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -603327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -603327.812500 Penalty: 4271.801758
	Iteration 34F: 3 clusters Score -603327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Entering Unmasked Estep 
Score: -2754152.500000 Penalty: 2478.197998
	Iteration 0F: 2 clusters Score -2754152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2738868.250000 Penalty: 4956.395996
	Iteration 0F: 3 clusters Score -2738868 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2744042.000000 Penalty: 4956.395996
	Iteration 1F: 3 clusters Score -2744042 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2744435.000000 Penalty: 4956.395996
	Iteration 2F: 3 clusters Score -2744435 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2744759.000000 Penalty: 4956.395996
	Iteration 3Q: 3 clusters Score -2744759 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2745025.250000 Penalty: 4956.395996
	Iteration 4Q: 3 clusters Score -2745025 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2745366.500000 Penalty: 4956.395996
	Iteration 5Q: 3 clusters Score -2745366 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2745726.000000 Penalty: 4956.395996
	Iteration 6Q: 3 clusters Score -2745726 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2746189.500000 Penalty: 4956.395996
	Iteration 7Q: 3 clusters Score -2746190 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2746745.500000 Penalty: 4956.395996
	Iteration 8Q: 3 clusters Score -2746746 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2747293.000000 Penalty: 4956.395996
	Iteration 9Q: 3 clusters Score -2747293 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2747856.000000 Penalty: 4956.395996
	Iteration 10Q: 3 clusters Score -2747856 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2748376.500000 Penalty: 4956.395996
	Iteration 11Q: 3 clusters Score -2748376 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2748845.750000 Penalty: 4956.395996
	Iteration 12Q: 3 clusters Score -2748846 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2749238.750000 Penalty: 4956.395996
	Iteration 13Q: 3 clusters Score -2749239 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2749576.250000 Penalty: 4956.395996
	Iteration 14Q: 3 clusters Score -2749576 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2749855.500000 Penalty: 4956.395996
	Iteration 15Q: 3 clusters Score -2749856 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2750081.250000 Penalty: 4956.395996
	Iteration 16Q: 3 clusters Score -2750081 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2750257.250000 Penalty: 4956.395996
	Iteration 17Q: 3 clusters Score -2750257 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2750406.500000 Penalty: 4956.395996
	Iteration 18Q: 3 clusters Score -2750406 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2750530.500000 Penalty: 4956.395996
	Iteration 19Q: 3 clusters Score -2750530 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2750661.500000 Penalty: 4956.395996
	Iteration 20F: 3 clusters Score -2750662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2750780.750000 Penalty: 4956.395996
	Iteration 21Q: 3 clusters Score -2750781 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2750894.500000 Penalty: 4956.395996
	Iteration 22Q: 3 clusters Score -2750894 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2751013.250000 Penalty: 4956.395996
	Iteration 23Q: 3 clusters Score -2751013 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2751126.500000 Penalty: 4956.395996
	Iteration 24Q: 3 clusters Score -2751126 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2751212.250000 Penalty: 4956.395996
	Iteration 25Q: 3 clusters Score -2751212 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2751320.750000 Penalty: 4956.395996
	Iteration 26Q: 3 clusters Score -2751321 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2751395.750000 Penalty: 4956.395996
	Iteration 27Q: 3 clusters Score -2751396 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2751484.250000 Penalty: 4956.395996
	Iteration 28Q: 3 clusters Score -2751484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2751570.750000 Penalty: 4956.395996
	Iteration 29Q: 3 clusters Score -2751571 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2751648.750000 Penalty: 4956.395996
	Iteration 30Q: 3 clusters Score -2751649 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2751723.000000 Penalty: 4956.395996
	Iteration 31Q: 3 clusters Score -2751723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2751768.500000 Penalty: 4956.395996
	Iteration 32Q: 3 clusters Score -2751768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2751806.250000 Penalty: 4956.395996
	Iteration 33Q: 3 clusters Score -2751806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2751848.250000 Penalty: 4956.395996
	Iteration 34Q: 3 clusters Score -2751848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2751871.000000 Penalty: 4956.395996
	Iteration 35Q: 3 clusters Score -2751871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2751899.250000 Penalty: 4956.395996
	Iteration 36Q: 3 clusters Score -2751899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2751934.250000 Penalty: 4956.395996
	Iteration 37Q: 3 clusters Score -2751934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2751973.250000 Penalty: 4956.395996
	Iteration 38Q: 3 clusters Score -2751973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2751997.000000 Penalty: 4956.395996
	Iteration 39Q: 3 clusters Score -2751997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2752014.750000 Penalty: 4956.395996
	Iteration 40F: 3 clusters Score -2752015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2752035.750000 Penalty: 4956.395996
	Iteration 41Q: 3 clusters Score -2752036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2752056.500000 Penalty: 4956.395996
	Iteration 42Q: 3 clusters Score -2752056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2752069.000000 Penalty: 4956.395996
	Iteration 43Q: 3 clusters Score -2752069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2752077.500000 Penalty: 4956.395996
	Iteration 44Q: 3 clusters Score -2752078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2752090.000000 Penalty: 4956.395996
	Iteration 45Q: 3 clusters Score -2752090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2752097.000000 Penalty: 4956.395996
	Iteration 46Q: 3 clusters Score -2752097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2752105.250000 Penalty: 4956.395996
	Iteration 47Q: 3 clusters Score -2752105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2752107.500000 Penalty: 4956.395996
	Iteration 48Q: 3 clusters Score -2752108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2752110.500000 Penalty: 4956.395996
	Iteration 49Q: 3 clusters Score -2752110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2752117.500000 Penalty: 4956.395996
	Iteration 50Q: 3 clusters Score -2752118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2752117.500000 Penalty: 4956.395996
	Iteration 51Q: 3 clusters Score -2752118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2752122.750000 Penalty: 4956.395996
	Iteration 52Q: 3 clusters Score -2752123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2752119.500000 Penalty: 4956.395996
	Iteration 53Q: 3 clusters Score -2752120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2752124.250000 Penalty: 4956.395996
	Iteration 54Q: 3 clusters Score -2752124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2752123.750000 Penalty: 4956.395996
	Iteration 55Q: 3 clusters Score -2752124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2752127.500000 Penalty: 4956.395996
	Iteration 56Q: 3 clusters Score -2752128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2752133.250000 Penalty: 4956.395996
	Iteration 57Q: 3 clusters Score -2752133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2752133.000000 Penalty: 4956.395996
	Iteration 58Q: 3 clusters Score -2752133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2752136.000000 Penalty: 4956.395996
	Iteration 59Q: 3 clusters Score -2752136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2752144.000000 Penalty: 4956.395996
	Iteration 60F: 3 clusters Score -2752144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2752145.250000 Penalty: 4956.395996
	Iteration 61Q: 3 clusters Score -2752145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2752151.500000 Penalty: 4956.395996
	Iteration 62Q: 3 clusters Score -2752152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2752152.000000 Penalty: 4956.395996
	Iteration 63Q: 3 clusters Score -2752152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2752151.500000 Penalty: 4956.395996
	Iteration 64Q: 3 clusters Score -2752152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2752151.750000 Penalty: 4956.395996
	Iteration 65Q: 3 clusters Score -2752152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2752151.500000 Penalty: 4956.395996
	Iteration 66Q: 3 clusters Score -2752152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2752157.000000 Penalty: 4956.395996
	Iteration 67Q: 3 clusters Score -2752157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2752157.750000 Penalty: 4956.395996
	Iteration 68Q: 3 clusters Score -2752158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2752156.250000 Penalty: 4956.395996
	Iteration 69Q: 3 clusters Score -2752156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2752156.250000 Penalty: 4956.395996
	Iteration 70F: 3 clusters Score -2752156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -41520.312500 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -41520.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40163.996094 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -40164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40283.417969 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -40283.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40318.207031 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -40318.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40339.203125 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -40339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40353.136719 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -40353.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40366.007812 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -40366.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40374.687500 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -40374.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40381.835938 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -40381.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40385.828125 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -40385.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40385.828125 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -40385.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Entering Unmasked Estep 
Score: -4835516.500000 Penalty: 2621.164551
	Iteration 0F: 2 clusters Score -4835516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4809010.000000 Penalty: 5242.329102
	Iteration 0F: 3 clusters Score -4809010 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4818806.000000 Penalty: 5242.329102
	Iteration 1F: 3 clusters Score -4818806 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4819280.500000 Penalty: 5242.329102
	Iteration 2Q: 3 clusters Score -4819280 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4819685.000000 Penalty: 5242.329102
	Iteration 3Q: 3 clusters Score -4819685 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4820026.500000 Penalty: 5242.329102
	Iteration 4Q: 3 clusters Score -4820026 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4820350.000000 Penalty: 5242.329102
	Iteration 5Q: 3 clusters Score -4820350 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4820640.500000 Penalty: 5242.329102
	Iteration 6Q: 3 clusters Score -4820640 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4820902.500000 Penalty: 5242.329102
	Iteration 7Q: 3 clusters Score -4820902 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4821192.000000 Penalty: 5242.329102
	Iteration 8Q: 3 clusters Score -4821192 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4821443.000000 Penalty: 5242.329102
	Iteration 9Q: 3 clusters Score -4821443 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4821792.500000 Penalty: 5242.329102
	Iteration 10Q: 3 clusters Score -4821792 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4822227.000000 Penalty: 5242.329102
	Iteration 11Q: 3 clusters Score -4822227 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4822945.000000 Penalty: 5242.329102
	Iteration 12Q: 3 clusters Score -4822945 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4823971.500000 Penalty: 5242.329102
	Iteration 13Q: 3 clusters Score -4823972 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4825469.500000 Penalty: 5242.329102
	Iteration 14F: 3 clusters Score -4825470 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4827261.000000 Penalty: 5242.329102
	Iteration 15F: 3 clusters Score -4827261 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4829088.000000 Penalty: 5242.329102
	Iteration 16F: 3 clusters Score -4829088 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4830620.500000 Penalty: 5242.329102
	Iteration 17Q: 3 clusters Score -4830620 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4831683.500000 Penalty: 5242.329102
	Iteration 18Q: 3 clusters Score -4831684 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4832342.500000 Penalty: 5242.329102
	Iteration 19Q: 3 clusters Score -4832342 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -4832759.500000 Penalty: 5242.329102
	Iteration 20F: 3 clusters Score -4832760 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4832998.500000 Penalty: 5242.329102
	Iteration 21Q: 3 clusters Score -4832998 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4833140.000000 Penalty: 5242.329102
	Iteration 22Q: 3 clusters Score -4833140 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4833241.500000 Penalty: 5242.329102
	Iteration 23Q: 3 clusters Score -4833242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4833303.000000 Penalty: 5242.329102
	Iteration 24Q: 3 clusters Score -4833303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4833341.500000 Penalty: 5242.329102
	Iteration 25Q: 3 clusters Score -4833342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4833372.000000 Penalty: 5242.329102
	Iteration 26Q: 3 clusters Score -4833372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4833406.500000 Penalty: 5242.329102
	Iteration 27Q: 3 clusters Score -4833406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4833435.500000 Penalty: 5242.329102
	Iteration 28Q: 3 clusters Score -4833436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4833458.500000 Penalty: 5242.329102
	Iteration 29Q: 3 clusters Score -4833458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4833468.000000 Penalty: 5242.329102
	Iteration 30Q: 3 clusters Score -4833468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4833478.000000 Penalty: 5242.329102
	Iteration 31Q: 3 clusters Score -4833478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -4833483.500000 Penalty: 5242.329102
	Iteration 32Q: 3 clusters Score -4833484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -4833494.000000 Penalty: 5242.329102
	Iteration 33Q: 3 clusters Score -4833494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -4833493.500000 Penalty: 5242.329102
	Iteration 34Q: 3 clusters Score -4833494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -4833501.500000 Penalty: 5242.329102
	Iteration 35Q: 3 clusters Score -4833502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -4833498.500000 Penalty: 5242.329102
	Iteration 36Q: 3 clusters Score -4833498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4833504.500000 Penalty: 5242.329102
	Iteration 37Q: 3 clusters Score -4833504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4833506.500000 Penalty: 5242.329102
	Iteration 38Q: 3 clusters Score -4833506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4833510.500000 Penalty: 5242.329102
	Iteration 39Q: 3 clusters Score -4833510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4833510.500000 Penalty: 5242.329102
	Iteration 40F: 3 clusters Score -4833510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1354989.625000 Penalty: 2309.441895
	Iteration 0F: 2 clusters Score -1354990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1346680.250000 Penalty: 4618.883789
	Iteration 0F: 3 clusters Score -1346680 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1349260.250000 Penalty: 4618.883789
	Iteration 1F: 3 clusters Score -1349260 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1349880.500000 Penalty: 4618.883789
	Iteration 2F: 3 clusters Score -1349880 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1350601.500000 Penalty: 4618.883789
	Iteration 3F: 3 clusters Score -1350602 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1351421.625000 Penalty: 4618.883789
	Iteration 4F: 3 clusters Score -1351422 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1352194.000000 Penalty: 4618.883789
	Iteration 5F: 3 clusters Score -1352194 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1352817.625000 Penalty: 4618.883789
	Iteration 6F: 3 clusters Score -1352818 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1353237.125000 Penalty: 4618.883789
	Iteration 7F: 3 clusters Score -1353237 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1353468.750000 Penalty: 4618.883789
	Iteration 8Q: 3 clusters Score -1353469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1353612.750000 Penalty: 4618.883789
	Iteration 9Q: 3 clusters Score -1353613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1353707.625000 Penalty: 4618.883789
	Iteration 10Q: 3 clusters Score -1353708 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1353785.250000 Penalty: 4618.883789
	Iteration 11Q: 3 clusters Score -1353785 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1353848.000000 Penalty: 4618.883789
	Iteration 12Q: 3 clusters Score -1353848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1353906.750000 Penalty: 4618.883789
	Iteration 13Q: 3 clusters Score -1353907 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1353954.000000 Penalty: 4618.883789
	Iteration 14Q: 3 clusters Score -1353954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1353997.250000 Penalty: 4618.883789
	Iteration 15Q: 3 clusters Score -1353997 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1354030.750000 Penalty: 4618.883789
	Iteration 16Q: 3 clusters Score -1354031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1354056.625000 Penalty: 4618.883789
	Iteration 17Q: 3 clusters Score -1354057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1354073.875000 Penalty: 4618.883789
	Iteration 18Q: 3 clusters Score -1354074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1354086.000000 Penalty: 4618.883789
	Iteration 19Q: 3 clusters Score -1354086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1354095.625000 Penalty: 4618.883789
	Iteration 20F: 3 clusters Score -1354096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1354114.375000 Penalty: 4618.883789
	Iteration 21Q: 3 clusters Score -1354114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1354122.625000 Penalty: 4618.883789
	Iteration 22Q: 3 clusters Score -1354123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1354130.625000 Penalty: 4618.883789
	Iteration 23Q: 3 clusters Score -1354131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1354136.000000 Penalty: 4618.883789
	Iteration 24Q: 3 clusters Score -1354136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1354138.500000 Penalty: 4618.883789
	Iteration 25Q: 3 clusters Score -1354138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1354143.125000 Penalty: 4618.883789
	Iteration 26Q: 3 clusters Score -1354143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1354144.500000 Penalty: 4618.883789
	Iteration 27Q: 3 clusters Score -1354144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1354146.000000 Penalty: 4618.883789
	Iteration 28Q: 3 clusters Score -1354146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1354151.125000 Penalty: 4618.883789
	Iteration 29Q: 3 clusters Score -1354151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1354159.000000 Penalty: 4618.883789
	Iteration 30Q: 3 clusters Score -1354159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1354165.000000 Penalty: 4618.883789
	Iteration 31Q: 3 clusters Score -1354165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1354167.750000 Penalty: 4618.883789
	Iteration 32Q: 3 clusters Score -1354168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1354171.625000 Penalty: 4618.883789
	Iteration 33Q: 3 clusters Score -1354172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1354171.000000 Penalty: 4618.883789
	Iteration 34Q: 3 clusters Score -1354171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1354173.125000 Penalty: 4618.883789
	Iteration 35Q: 3 clusters Score -1354173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1354172.250000 Penalty: 4618.883789
	Iteration 36Q: 3 clusters Score -1354172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1354177.250000 Penalty: 4618.883789
	Iteration 37Q: 3 clusters Score -1354177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1354177.750000 Penalty: 4618.883789
	Iteration 38Q: 3 clusters Score -1354178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1354180.500000 Penalty: 4618.883789
	Iteration 39Q: 3 clusters Score -1354180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1354178.125000 Penalty: 4618.883789
	Iteration 40F: 3 clusters Score -1354178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1354180.250000 Penalty: 4618.883789
	Iteration 41Q: 3 clusters Score -1354180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1354180.250000 Penalty: 4618.883789
	Iteration 42F: 3 clusters Score -1354180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Entering Unmasked Estep 
Score: -4313758.000000 Penalty: 2607.360840
	Iteration 0F: 2 clusters Score -4313758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4288719.000000 Penalty: 5214.721680
	Iteration 0F: 3 clusters Score -4288719 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4298147.000000 Penalty: 5214.721680
	Iteration 1F: 3 clusters Score -4298147 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4299032.000000 Penalty: 5214.721680
	Iteration 2F: 3 clusters Score -4299032 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4299993.500000 Penalty: 5214.721680
	Iteration 3F: 3 clusters Score -4299994 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4300973.500000 Penalty: 5214.721680
	Iteration 4F: 3 clusters Score -4300974 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4302052.500000 Penalty: 5214.721680
	Iteration 5F: 3 clusters Score -4302052 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4303213.500000 Penalty: 5214.721680
	Iteration 6F: 3 clusters Score -4303214 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4304449.000000 Penalty: 5214.721680
	Iteration 7F: 3 clusters Score -4304449 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4305583.000000 Penalty: 5214.721680
	Iteration 8Q: 3 clusters Score -4305583 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -4306656.500000 Penalty: 5214.721680
	Iteration 9Q: 3 clusters Score -4306656 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4307714.500000 Penalty: 5214.721680
	Iteration 10Q: 3 clusters Score -4307714 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4308629.500000 Penalty: 5214.721680
	Iteration 11Q: 3 clusters Score -4308630 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4309437.500000 Penalty: 5214.721680
	Iteration 12Q: 3 clusters Score -4309438 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4310095.500000 Penalty: 5214.721680
	Iteration 13Q: 3 clusters Score -4310096 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4310615.000000 Penalty: 5214.721680
	Iteration 14Q: 3 clusters Score -4310615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4310949.500000 Penalty: 5214.721680
	Iteration 15Q: 3 clusters Score -4310950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4311172.500000 Penalty: 5214.721680
	Iteration 16Q: 3 clusters Score -4311172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4311336.000000 Penalty: 5214.721680
	Iteration 17Q: 3 clusters Score -4311336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4311466.500000 Penalty: 5214.721680
	Iteration 18Q: 3 clusters Score -4311466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4311569.000000 Penalty: 5214.721680
	Iteration 19Q: 3 clusters Score -4311569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4311608.000000 Penalty: 5214.721680
	Iteration 20F: 3 clusters Score -4311608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4311663.500000 Penalty: 5214.721680
	Iteration 21Q: 3 clusters Score -4311664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4311695.000000 Penalty: 5214.721680
	Iteration 22Q: 3 clusters Score -4311695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4311724.500000 Penalty: 5214.721680
	Iteration 23Q: 3 clusters Score -4311724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4311734.500000 Penalty: 5214.721680
	Iteration 24Q: 3 clusters Score -4311734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4311745.000000 Penalty: 5214.721680
	Iteration 25Q: 3 clusters Score -4311745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4311756.000000 Penalty: 5214.721680
	Iteration 26Q: 3 clusters Score -4311756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4311761.500000 Penalty: 5214.721680
	Iteration 27Q: 3 clusters Score -4311762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4311770.000000 Penalty: 5214.721680
	Iteration 28Q: 3 clusters Score -4311770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4311780.500000 Penalty: 5214.721680
	Iteration 29Q: 3 clusters Score -4311780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4311780.000000 Penalty: 5214.721680
	Iteration 30Q: 3 clusters Score -4311780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4311791.000000 Penalty: 5214.721680
	Iteration 31Q: 3 clusters Score -4311791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4311802.500000 Penalty: 5214.721680
	Iteration 32Q: 3 clusters Score -4311802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4311817.500000 Penalty: 5214.721680
	Iteration 33Q: 3 clusters Score -4311818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4311834.000000 Penalty: 5214.721680
	Iteration 34Q: 3 clusters Score -4311834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4311848.500000 Penalty: 5214.721680
	Iteration 35Q: 3 clusters Score -4311848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4311871.500000 Penalty: 5214.721680
	Iteration 36Q: 3 clusters Score -4311872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4311885.500000 Penalty: 5214.721680
	Iteration 37Q: 3 clusters Score -4311886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4311904.000000 Penalty: 5214.721680
	Iteration 38Q: 3 clusters Score -4311904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4311913.000000 Penalty: 5214.721680
	Iteration 39Q: 3 clusters Score -4311913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4311943.000000 Penalty: 5214.721680
	Iteration 40F: 3 clusters Score -4311943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4311941.500000 Penalty: 5214.721680
	Iteration 41Q: 3 clusters Score -4311942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4311953.500000 Penalty: 5214.721680
	Iteration 42Q: 3 clusters Score -4311954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4311957.000000 Penalty: 5214.721680
	Iteration 43Q: 3 clusters Score -4311957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4311967.500000 Penalty: 5214.721680
	Iteration 44Q: 3 clusters Score -4311968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4311971.000000 Penalty: 5214.721680
	Iteration 45Q: 3 clusters Score -4311971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4311977.000000 Penalty: 5214.721680
	Iteration 46Q: 3 clusters Score -4311977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4311984.000000 Penalty: 5214.721680
	Iteration 47Q: 3 clusters Score -4311984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4312000.500000 Penalty: 5214.721680
	Iteration 48Q: 3 clusters Score -4312000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4312005.500000 Penalty: 5214.721680
	Iteration 49Q: 3 clusters Score -4312006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4312011.500000 Penalty: 5214.721680
	Iteration 50Q: 3 clusters Score -4312012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4312019.000000 Penalty: 5214.721680
	Iteration 51Q: 3 clusters Score -4312019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4312027.500000 Penalty: 5214.721680
	Iteration 52Q: 3 clusters Score -4312028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4312031.500000 Penalty: 5214.721680
	Iteration 53Q: 3 clusters Score -4312032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4312032.500000 Penalty: 5214.721680
	Iteration 54Q: 3 clusters Score -4312032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4312045.500000 Penalty: 5214.721680
	Iteration 55Q: 3 clusters Score -4312046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4312050.500000 Penalty: 5214.721680
	Iteration 56Q: 3 clusters Score -4312050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4312064.500000 Penalty: 5214.721680
	Iteration 57Q: 3 clusters Score -4312064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4312068.000000 Penalty: 5214.721680
	Iteration 58Q: 3 clusters Score -4312068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4312088.000000 Penalty: 5214.721680
	Iteration 59Q: 3 clusters Score -4312088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4312102.500000 Penalty: 5214.721680
	Iteration 60F: 3 clusters Score -4312102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4312124.500000 Penalty: 5214.721680
	Iteration 61Q: 3 clusters Score -4312124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4312145.500000 Penalty: 5214.721680
	Iteration 62Q: 3 clusters Score -4312146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4312199.500000 Penalty: 5214.721680
	Iteration 63Q: 3 clusters Score -4312200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4312272.500000 Penalty: 5214.721680
	Iteration 64Q: 3 clusters Score -4312272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4312381.500000 Penalty: 5214.721680
	Iteration 65Q: 3 clusters Score -4312382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4312512.000000 Penalty: 5214.721680
	Iteration 66Q: 3 clusters Score -4312512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4312618.500000 Penalty: 5214.721680
	Iteration 67Q: 3 clusters Score -4312618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4312713.500000 Penalty: 5214.721680
	Iteration 68Q: 3 clusters Score -4312714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4312739.500000 Penalty: 5214.721680
	Iteration 69Q: 3 clusters Score -4312740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4312758.500000 Penalty: 5214.721680
	Iteration 70Q: 3 clusters Score -4312758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4312767.500000 Penalty: 5214.721680
	Iteration 71Q: 3 clusters Score -4312768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4312772.500000 Penalty: 5214.721680
	Iteration 72Q: 3 clusters Score -4312772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4312782.000000 Penalty: 5214.721680
	Iteration 73Q: 3 clusters Score -4312782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4312787.000000 Penalty: 5214.721680
	Iteration 74Q: 3 clusters Score -4312787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4312793.000000 Penalty: 5214.721680
	Iteration 75Q: 3 clusters Score -4312793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4312791.500000 Penalty: 5214.721680
	Iteration 76Q: 3 clusters Score -4312792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4312797.000000 Penalty: 5214.721680
	Iteration 77Q: 3 clusters Score -4312797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4312798.500000 Penalty: 5214.721680
	Iteration 78Q: 3 clusters Score -4312798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4312799.500000 Penalty: 5214.721680
	Iteration 79Q: 3 clusters Score -4312800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4312835.500000 Penalty: 5214.721680
	Iteration 80F: 3 clusters Score -4312836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4312880.500000 Penalty: 5214.721680
	Iteration 81Q: 3 clusters Score -4312880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4312905.000000 Penalty: 5214.721680
	Iteration 82Q: 3 clusters Score -4312905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4312920.500000 Penalty: 5214.721680
	Iteration 83Q: 3 clusters Score -4312920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4312923.500000 Penalty: 5214.721680
	Iteration 84Q: 3 clusters Score -4312924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4312937.000000 Penalty: 5214.721680
	Iteration 85Q: 3 clusters Score -4312937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4312941.500000 Penalty: 5214.721680
	Iteration 86Q: 3 clusters Score -4312942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4312942.000000 Penalty: 5214.721680
	Iteration 87Q: 3 clusters Score -4312942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4312945.000000 Penalty: 5214.721680
	Iteration 88Q: 3 clusters Score -4312945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4312948.000000 Penalty: 5214.721680
	Iteration 89Q: 3 clusters Score -4312948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4312948.500000 Penalty: 5214.721680
	Iteration 90Q: 3 clusters Score -4312948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4312946.000000 Penalty: 5214.721680
	Iteration 91Q: 3 clusters Score -4312946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4312944.500000 Penalty: 5214.721680
	Iteration 92Q: 3 clusters Score -4312944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4312944.500000 Penalty: 5214.721680
	Iteration 93F: 3 clusters Score -4312944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -606702.250000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -606702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -602113.375000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -602113.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -603248.875000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -603248.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -603510.562500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -603510.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -603741.875000 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -603741.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -603957.562500 Penalty: 4232.107910
	Iteration 4F: 3 clusters Score -603957.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -604188.875000 Penalty: 4232.107910
	Iteration 5F: 3 clusters Score -604188.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -604414.875000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -604414.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -604619.625000 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -604619.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -604810.562500 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -604810.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -604973.937500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -604973.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605110.375000 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -605110.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605206.375000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -605206.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605257.500000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -605257.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605293.312500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -605293.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -605319.062500 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -605319.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -605340.312500 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -605340.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -605356.625000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -605356.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -605371.562500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -605371.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -605387.562500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -605387.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -605405.437500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -605405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -605421.187500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -605421.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -605434.000000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -605434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -605442.500000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -605442.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -605445.750000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -605445.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -605451.187500 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -605451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -605458.250000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -605458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -605465.125000 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -605465.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -605472.625000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -605472.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -605476.625000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -605476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -605481.062500 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -605481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -605486.125000 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -605486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -605492.125000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -605492.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -605497.187500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -605497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -605502.937500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -605502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -605507.500000 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -605507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -605511.062500 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -605511.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -605516.250000 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -605516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -605523.312500 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -605523.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -605544.500000 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -605544.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -605565.687500 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -605565.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -605590.812500 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -605590.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -605620.812500 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -605620.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605660.000000 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -605660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -605705.562500 Penalty: 4232.107910
	Iteration 43Q: 3 clusters Score -605705.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -605774.062500 Penalty: 4232.107910
	Iteration 44Q: 3 clusters Score -605774.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -605908.687500 Penalty: 4232.107910
	Iteration 45Q: 3 clusters Score -605908.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -606027.937500 Penalty: 4232.107910
	Iteration 46Q: 3 clusters Score -606027.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -606090.812500 Penalty: 4232.107910
	Iteration 47Q: 3 clusters Score -606090.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -606121.062500 Penalty: 4232.107910
	Iteration 48Q: 3 clusters Score -606121.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -606142.375000 Penalty: 4232.107910
	Iteration 49Q: 3 clusters Score -606142.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -606159.875000 Penalty: 4232.107910
	Iteration 50Q: 3 clusters Score -606159.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -606173.000000 Penalty: 4232.107910
	Iteration 51Q: 3 clusters Score -606173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -606190.500000 Penalty: 4232.107910
	Iteration 52Q: 3 clusters Score -606190.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -606211.000000 Penalty: 4232.107910
	Iteration 53Q: 3 clusters Score -606211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -606269.000000 Penalty: 4232.107910
	Iteration 54Q: 3 clusters Score -606269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -606337.187500 Penalty: 4232.107910
	Iteration 55Q: 3 clusters Score -606337.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -606387.687500 Penalty: 4232.107910
	Iteration 56Q: 3 clusters Score -606387.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -606430.437500 Penalty: 4232.107910
	Iteration 57Q: 3 clusters Score -606430.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -606456.625000 Penalty: 4232.107910
	Iteration 58Q: 3 clusters Score -606456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -606467.750000 Penalty: 4232.107910
	Iteration 59Q: 3 clusters Score -606467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -606473.937500 Penalty: 4232.107910
	Iteration 60F: 3 clusters Score -606473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -606478.562500 Penalty: 4232.107910
	Iteration 61Q: 3 clusters Score -606478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -606479.125000 Penalty: 4232.107910
	Iteration 62Q: 3 clusters Score -606479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -606479.937500 Penalty: 4232.107910
	Iteration 63Q: 3 clusters Score -606479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -606479.937500 Penalty: 4232.107910
	Iteration 64F: 3 clusters Score -606479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -269470.625000 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -269470.6 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 1080 members 
Entering Unmasked Estep 
Score: -266741.968750 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -266742 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267157.031250 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -267157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267289.281250 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -267289.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267378.687500 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -267378.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267436.031250 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -267436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267460.593750 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -267460.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -267477.781250 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -267477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267489.000000 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -267489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267498.156250 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -267498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -267502.343750 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -267502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267505.031250 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -267505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267507.656250 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -267507.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267510.000000 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -267510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267512.968750 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -267513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267516.468750 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -267516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267520.718750 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -267520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267523.062500 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -267523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267524.406250 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -267524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267527.562500 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -267527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267529.062500 Penalty: 3803.838135
	Iteration 19Q: 3 clusters Score -267529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267533.156250 Penalty: 3803.838135
	Iteration 20F: 3 clusters Score -267533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267535.562500 Penalty: 3803.838135
	Iteration 21Q: 3 clusters Score -267535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267536.250000 Penalty: 3803.838135
	Iteration 22Q: 3 clusters Score -267536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267536.250000 Penalty: 3803.838135
	Iteration 23F: 3 clusters Score -267536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -202176.828125 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -202176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199707.921875 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -199707.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200128.437500 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -200128.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -200253.750000 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -200253.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200325.046875 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -200325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200361.656250 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -200361.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200384.671875 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -200384.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200402.328125 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -200402.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -200420.312500 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -200420.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200432.765625 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -200432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200441.015625 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -200441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -200445.921875 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -200445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200449.500000 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -200449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200453.078125 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -200453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200459.734375 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -200459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200466.046875 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -200466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -200472.187500 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -200472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200477.234375 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -200477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200481.468750 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -200481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200486.140625 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -200486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200491.859375 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -200491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200497.296875 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -200497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200499.718750 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -200499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -200502.546875 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -200502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -200504.937500 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -200504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -200506.406250 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -200506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -200510.875000 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -200510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -200513.421875 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -200513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -200516.968750 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -200517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -200520.890625 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -200520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -200524.609375 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -200524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200527.343750 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -200527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -200531.140625 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -200531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200534.718750 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -200534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -200537.500000 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -200537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200539.156250 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -200539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200539.484375 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -200539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200543.218750 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -200543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -200543.953125 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -200544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -200544.546875 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -200544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -200544.453125 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -200544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200545.593750 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -200545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -200546.296875 Penalty: 3716.961426
	Iteration 41Q: 3 clusters Score -200546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -200547.390625 Penalty: 3716.961426
	Iteration 42Q: 3 clusters Score -200547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -200547.671875 Penalty: 3716.961426
	Iteration 43Q: 3 clusters Score -200547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -200547.562500 Penalty: 3716.961426
	Iteration 44Q: 3 clusters Score -200547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -200547.562500 Penalty: 3716.961426
	Iteration 45F: 3 clusters Score -200547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -30457.746094 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -30457.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29248.060547 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -29248.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29328.814453 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -29328.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29360.082031 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -29360.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29360.082031 Penalty: 2774.976807
	Iteration 3F: 3 clusters Score -29360.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -2271319.000000 Penalty: 2433.912598
	Iteration 0F: 2 clusters Score -2271319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2258360.750000 Penalty: 4867.825195
	Iteration 0F: 3 clusters Score -2258361 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2262684.500000 Penalty: 4867.825195
	Iteration 1F: 3 clusters Score -2262684 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2263395.500000 Penalty: 4867.825195
	Iteration 2F: 3 clusters Score -2263396 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2264232.500000 Penalty: 4867.825195
	Iteration 3F: 3 clusters Score -2264232 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2265343.250000 Penalty: 4867.825195
	Iteration 4F: 3 clusters Score -2265343 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2266662.250000 Penalty: 4867.825195
	Iteration 5F: 3 clusters Score -2266662 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2267943.000000 Penalty: 4867.825195
	Iteration 6F: 3 clusters Score -2267943 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2268791.250000 Penalty: 4867.825195
	Iteration 7F: 3 clusters Score -2268791 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2269191.250000 Penalty: 4867.825195
	Iteration 8Q: 3 clusters Score -2269191 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2269387.750000 Penalty: 4867.825195
	Iteration 9Q: 3 clusters Score -2269388 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2269486.750000 Penalty: 4867.825195
	Iteration 10Q: 3 clusters Score -2269487 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2269542.000000 Penalty: 4867.825195
	Iteration 11Q: 3 clusters Score -2269542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2269574.250000 Penalty: 4867.825195
	Iteration 12Q: 3 clusters Score -2269574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2269596.000000 Penalty: 4867.825195
	Iteration 13Q: 3 clusters Score -2269596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2269609.250000 Penalty: 4867.825195
	Iteration 14Q: 3 clusters Score -2269609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2269629.750000 Penalty: 4867.825195
	Iteration 15Q: 3 clusters Score -2269630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2269629.750000 Penalty: 4867.825195
	Iteration 16Q: 3 clusters Score -2269630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2269641.750000 Penalty: 4867.825195
	Iteration 17Q: 3 clusters Score -2269642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2269649.000000 Penalty: 4867.825195
	Iteration 18Q: 3 clusters Score -2269649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2269648.250000 Penalty: 4867.825195
	Iteration 19Q: 3 clusters Score -2269648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2269652.000000 Penalty: 4867.825195
	Iteration 20F: 3 clusters Score -2269652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2269668.000000 Penalty: 4867.825195
	Iteration 21Q: 3 clusters Score -2269668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2269672.250000 Penalty: 4867.825195
	Iteration 22Q: 3 clusters Score -2269672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2269679.750000 Penalty: 4867.825195
	Iteration 23Q: 3 clusters Score -2269680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2269693.000000 Penalty: 4867.825195
	Iteration 24Q: 3 clusters Score -2269693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2269694.750000 Penalty: 4867.825195
	Iteration 25Q: 3 clusters Score -2269695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2269707.250000 Penalty: 4867.825195
	Iteration 26Q: 3 clusters Score -2269707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2269714.000000 Penalty: 4867.825195
	Iteration 27Q: 3 clusters Score -2269714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2269715.500000 Penalty: 4867.825195
	Iteration 28Q: 3 clusters Score -2269716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2269713.500000 Penalty: 4867.825195
	Iteration 29Q: 3 clusters Score -2269714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2269723.250000 Penalty: 4867.825195
	Iteration 30Q: 3 clusters Score -2269723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2269728.750000 Penalty: 4867.825195
	Iteration 31Q: 3 clusters Score -2269729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2269726.250000 Penalty: 4867.825195
	Iteration 32Q: 3 clusters Score -2269726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2269726.750000 Penalty: 4867.825195
	Iteration 33Q: 3 clusters Score -2269727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2269731.750000 Penalty: 4867.825195
	Iteration 34Q: 3 clusters Score -2269732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2269736.250000 Penalty: 4867.825195
	Iteration 35Q: 3 clusters Score -2269736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2269732.250000 Penalty: 4867.825195
	Iteration 36Q: 3 clusters Score -2269732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2269729.750000 Penalty: 4867.825195
	Iteration 37Q: 3 clusters Score -2269730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2269730.500000 Penalty: 4867.825195
	Iteration 38Q: 3 clusters Score -2269730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2269729.250000 Penalty: 4867.825195
	Iteration 39Q: 3 clusters Score -2269729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2269737.750000 Penalty: 4867.825195
	Iteration 40F: 3 clusters Score -2269738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2269735.250000 Penalty: 4867.825195
	Iteration 41Q: 3 clusters Score -2269735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2269735.500000 Penalty: 4867.825195
	Iteration 42Q: 3 clusters Score -2269736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2269735.500000 Penalty: 4867.825195
	Iteration 43Q: 3 clusters Score -2269736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2269737.000000 Penalty: 4867.825195
	Iteration 44Q: 3 clusters Score -2269737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2269742.500000 Penalty: 4867.825195
	Iteration 45Q: 3 clusters Score -2269742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2269745.250000 Penalty: 4867.825195
	Iteration 46Q: 3 clusters Score -2269745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2269749.500000 Penalty: 4867.825195
	Iteration 47Q: 3 clusters Score -2269750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2269748.000000 Penalty: 4867.825195
	Iteration 48Q: 3 clusters Score -2269748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2269753.250000 Penalty: 4867.825195
	Iteration 49Q: 3 clusters Score -2269753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2269750.750000 Penalty: 4867.825195
	Iteration 50Q: 3 clusters Score -2269751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2269751.000000 Penalty: 4867.825195
	Iteration 51Q: 3 clusters Score -2269751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2269755.000000 Penalty: 4867.825195
	Iteration 52Q: 3 clusters Score -2269755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2269752.750000 Penalty: 4867.825195
	Iteration 53Q: 3 clusters Score -2269753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2269763.500000 Penalty: 4867.825195
	Iteration 54Q: 3 clusters Score -2269764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2269767.250000 Penalty: 4867.825195
	Iteration 55Q: 3 clusters Score -2269767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2269768.250000 Penalty: 4867.825195
	Iteration 56Q: 3 clusters Score -2269768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2269775.500000 Penalty: 4867.825195
	Iteration 57Q: 3 clusters Score -2269776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2269781.750000 Penalty: 4867.825195
	Iteration 58Q: 3 clusters Score -2269782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2269784.000000 Penalty: 4867.825195
	Iteration 59Q: 3 clusters Score -2269784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2269780.250000 Penalty: 4867.825195
	Iteration 60F: 3 clusters Score -2269780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2269779.250000 Penalty: 4867.825195
	Iteration 61Q: 3 clusters Score -2269779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2269787.750000 Penalty: 4867.825195
	Iteration 62Q: 3 clusters Score -2269788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2269788.500000 Penalty: 4867.825195
	Iteration 63Q: 3 clusters Score -2269788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2269790.000000 Penalty: 4867.825195
	Iteration 64Q: 3 clusters Score -2269790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2269789.250000 Penalty: 4867.825195
	Iteration 65Q: 3 clusters Score -2269789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2269790.000000 Penalty: 4867.825195
	Iteration 66Q: 3 clusters Score -2269790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2269790.000000 Penalty: 4867.825195
	Iteration 67F: 3 clusters Score -2269790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Entering Unmasked Estep 
Score: -6321896.000000 Penalty: 2689.946045
	Iteration 0F: 2 clusters Score -6321896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6287211.000000 Penalty: 5379.892090
	Iteration 0F: 3 clusters Score -6287211 nChanged 23854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6300363.000000 Penalty: 5379.892090
	Iteration 1F: 3 clusters Score -6300363 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6300878.500000 Penalty: 5379.892090
	Iteration 2Q: 3 clusters Score -6300878 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -6301468.500000 Penalty: 5379.892090
	Iteration 3Q: 3 clusters Score -6301468 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -6302126.000000 Penalty: 5379.892090
	Iteration 4Q: 3 clusters Score -6302126 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6303015.500000 Penalty: 5379.892090
	Iteration 5Q: 3 clusters Score -6303016 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -6304223.500000 Penalty: 5379.892090
	Iteration 6Q: 3 clusters Score -6304224 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6306017.500000 Penalty: 5379.892090
	Iteration 7F: 3 clusters Score -6306018 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -6308628.000000 Penalty: 5379.892090
	Iteration 8F: 3 clusters Score -6308628 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6311825.500000 Penalty: 5379.892090
	Iteration 9F: 3 clusters Score -6311826 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6314949.000000 Penalty: 5379.892090
	Iteration 10F: 3 clusters Score -6314949 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6317223.500000 Penalty: 5379.892090
	Iteration 11Q: 3 clusters Score -6317224 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6318471.000000 Penalty: 5379.892090
	Iteration 12Q: 3 clusters Score -6318471 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6319042.000000 Penalty: 5379.892090
	Iteration 13Q: 3 clusters Score -6319042 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -6319313.500000 Penalty: 5379.892090
	Iteration 14Q: 3 clusters Score -6319314 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -6319455.500000 Penalty: 5379.892090
	Iteration 15Q: 3 clusters Score -6319456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -6319552.500000 Penalty: 5379.892090
	Iteration 16Q: 3 clusters Score -6319552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6319598.500000 Penalty: 5379.892090
	Iteration 17Q: 3 clusters Score -6319598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -6319624.500000 Penalty: 5379.892090
	Iteration 18Q: 3 clusters Score -6319624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6319653.000000 Penalty: 5379.892090
	Iteration 19Q: 3 clusters Score -6319653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6319660.000000 Penalty: 5379.892090
	Iteration 20F: 3 clusters Score -6319660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6319682.000000 Penalty: 5379.892090
	Iteration 21Q: 3 clusters Score -6319682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6319695.000000 Penalty: 5379.892090
	Iteration 22Q: 3 clusters Score -6319695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6319701.500000 Penalty: 5379.892090
	Iteration 23Q: 3 clusters Score -6319702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -6319711.000000 Penalty: 5379.892090
	Iteration 24Q: 3 clusters Score -6319711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6319713.000000 Penalty: 5379.892090
	Iteration 25Q: 3 clusters Score -6319713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -6319720.000000 Penalty: 5379.892090
	Iteration 26Q: 3 clusters Score -6319720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -6319720.000000 Penalty: 5379.892090
	Iteration 27F: 3 clusters Score -6319720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Entering Unmasked Estep 
Score: -837999.062500 Penalty: 2188.629395
	Iteration 0F: 2 clusters Score -837999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -832388.812500 Penalty: 4377.258789
	Iteration 0F: 3 clusters Score -832388.8 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -833911.000000 Penalty: 4377.258789
	Iteration 1F: 3 clusters Score -833911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -834177.375000 Penalty: 4377.258789
	Iteration 2F: 3 clusters Score -834177.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -834344.062500 Penalty: 4377.258789
	Iteration 3F: 3 clusters Score -834344.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -834461.000000 Penalty: 4377.258789
	Iteration 4Q: 3 clusters Score -834461 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -834558.687500 Penalty: 4377.258789
	Iteration 5Q: 3 clusters Score -834558.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -834647.812500 Penalty: 4377.258789
	Iteration 6Q: 3 clusters Score -834647.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -834747.062500 Penalty: 4377.258789
	Iteration 7Q: 3 clusters Score -834747.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -834881.062500 Penalty: 4377.258789
	Iteration 8Q: 3 clusters Score -834881.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -835017.500000 Penalty: 4377.258789
	Iteration 9Q: 3 clusters Score -835017.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -835151.125000 Penalty: 4377.258789
	Iteration 10Q: 3 clusters Score -835151.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -835281.187500 Penalty: 4377.258789
	Iteration 11Q: 3 clusters Score -835281.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -835383.062500 Penalty: 4377.258789
	Iteration 12Q: 3 clusters Score -835383.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -835479.687500 Penalty: 4377.258789
	Iteration 13Q: 3 clusters Score -835479.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -835547.187500 Penalty: 4377.258789
	Iteration 14Q: 3 clusters Score -835547.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -835595.937500 Penalty: 4377.258789
	Iteration 15Q: 3 clusters Score -835595.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -835630.937500 Penalty: 4377.258789
	Iteration 16Q: 3 clusters Score -835630.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -835652.625000 Penalty: 4377.258789
	Iteration 17Q: 3 clusters Score -835652.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -835677.562500 Penalty: 4377.258789
	Iteration 18Q: 3 clusters Score -835677.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -835697.875000 Penalty: 4377.258789
	Iteration 19Q: 3 clusters Score -835697.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -835710.125000 Penalty: 4377.258789
	Iteration 20F: 3 clusters Score -835710.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -835721.250000 Penalty: 4377.258789
	Iteration 21Q: 3 clusters Score -835721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -835729.250000 Penalty: 4377.258789
	Iteration 22Q: 3 clusters Score -835729.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -835744.062500 Penalty: 4377.258789
	Iteration 23Q: 3 clusters Score -835744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -835750.375000 Penalty: 4377.258789
	Iteration 24Q: 3 clusters Score -835750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -835759.125000 Penalty: 4377.258789
	Iteration 25Q: 3 clusters Score -835759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -835761.687500 Penalty: 4377.258789
	Iteration 26Q: 3 clusters Score -835761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -835765.875000 Penalty: 4377.258789
	Iteration 27Q: 3 clusters Score -835765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -835764.812500 Penalty: 4377.258789
	Iteration 28Q: 3 clusters Score -835764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -835765.812500 Penalty: 4377.258789
	Iteration 29Q: 3 clusters Score -835765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -835767.437500 Penalty: 4377.258789
	Iteration 30Q: 3 clusters Score -835767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -835768.062500 Penalty: 4377.258789
	Iteration 31Q: 3 clusters Score -835768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -835768.875000 Penalty: 4377.258789
	Iteration 32Q: 3 clusters Score -835768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -835768.500000 Penalty: 4377.258789
	Iteration 33Q: 3 clusters Score -835768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -835770.812500 Penalty: 4377.258789
	Iteration 34Q: 3 clusters Score -835770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -835770.937500 Penalty: 4377.258789
	Iteration 35Q: 3 clusters Score -835770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -835772.375000 Penalty: 4377.258789
	Iteration 36Q: 3 clusters Score -835772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -835772.687500 Penalty: 4377.258789
	Iteration 37Q: 3 clusters Score -835772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -835774.875000 Penalty: 4377.258789
	Iteration 38Q: 3 clusters Score -835774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -835776.750000 Penalty: 4377.258789
	Iteration 39Q: 3 clusters Score -835776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -835778.812500 Penalty: 4377.258789
	Iteration 40F: 3 clusters Score -835778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -835780.000000 Penalty: 4377.258789
	Iteration 41Q: 3 clusters Score -835780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -835781.625000 Penalty: 4377.258789
	Iteration 42Q: 3 clusters Score -835781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -835780.812500 Penalty: 4377.258789
	Iteration 43Q: 3 clusters Score -835780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -835782.187500 Penalty: 4377.258789
	Iteration 44Q: 3 clusters Score -835782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -835781.375000 Penalty: 4377.258789
	Iteration 45Q: 3 clusters Score -835781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -835782.625000 Penalty: 4377.258789
	Iteration 46Q: 3 clusters Score -835782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -835783.187500 Penalty: 4377.258789
	Iteration 47Q: 3 clusters Score -835783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -835783.187500 Penalty: 4377.258789
	Iteration 48F: 3 clusters Score -835783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Entering Unmasked Estep 
Score: -2360331.250000 Penalty: 2461.740723
	Iteration 0F: 2 clusters Score -2360331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2346102.750000 Penalty: 4923.481445
	Iteration 0F: 3 clusters Score -2346103 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2350889.500000 Penalty: 4923.481445
	Iteration 1F: 3 clusters Score -2350890 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2351626.000000 Penalty: 4923.481445
	Iteration 2F: 3 clusters Score -2351626 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2352409.750000 Penalty: 4923.481445
	Iteration 3F: 3 clusters Score -2352410 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2353209.250000 Penalty: 4923.481445
	Iteration 4F: 3 clusters Score -2353209 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2354020.250000 Penalty: 4923.481445
	Iteration 5F: 3 clusters Score -2354020 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2354816.750000 Penalty: 4923.481445
	Iteration 6F: 3 clusters Score -2354817 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2355514.250000 Penalty: 4923.481445
	Iteration 7F: 3 clusters Score -2355514 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2356050.000000 Penalty: 4923.481445
	Iteration 8Q: 3 clusters Score -2356050 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2356440.500000 Penalty: 4923.481445
	Iteration 9Q: 3 clusters Score -2356440 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2356701.250000 Penalty: 4923.481445
	Iteration 10Q: 3 clusters Score -2356701 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2356887.250000 Penalty: 4923.481445
	Iteration 11Q: 3 clusters Score -2356887 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2357000.000000 Penalty: 4923.481445
	Iteration 12Q: 3 clusters Score -2357000 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2357089.000000 Penalty: 4923.481445
	Iteration 13Q: 3 clusters Score -2357089 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2357165.000000 Penalty: 4923.481445
	Iteration 14Q: 3 clusters Score -2357165 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2357214.750000 Penalty: 4923.481445
	Iteration 15Q: 3 clusters Score -2357215 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2357251.500000 Penalty: 4923.481445
	Iteration 16Q: 3 clusters Score -2357252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2357281.500000 Penalty: 4923.481445
	Iteration 17Q: 3 clusters Score -2357282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2357299.500000 Penalty: 4923.481445
	Iteration 18Q: 3 clusters Score -2357300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2357320.750000 Penalty: 4923.481445
	Iteration 19Q: 3 clusters Score -2357321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2357327.250000 Penalty: 4923.481445
	Iteration 20F: 3 clusters Score -2357327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2357333.500000 Penalty: 4923.481445
	Iteration 21Q: 3 clusters Score -2357334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2357337.500000 Penalty: 4923.481445
	Iteration 22Q: 3 clusters Score -2357338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2357343.500000 Penalty: 4923.481445
	Iteration 23Q: 3 clusters Score -2357344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2357353.750000 Penalty: 4923.481445
	Iteration 24Q: 3 clusters Score -2357354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2357363.500000 Penalty: 4923.481445
	Iteration 25Q: 3 clusters Score -2357364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2357354.000000 Penalty: 4923.481445
	Iteration 26Q: 3 clusters Score -2357354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2357361.750000 Penalty: 4923.481445
	Iteration 27Q: 3 clusters Score -2357362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2357359.250000 Penalty: 4923.481445
	Iteration 28Q: 3 clusters Score -2357359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2357366.000000 Penalty: 4923.481445
	Iteration 29Q: 3 clusters Score -2357366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2357367.500000 Penalty: 4923.481445
	Iteration 30Q: 3 clusters Score -2357368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2357368.500000 Penalty: 4923.481445
	Iteration 31Q: 3 clusters Score -2357368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2357369.000000 Penalty: 4923.481445
	Iteration 32Q: 3 clusters Score -2357369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2357371.750000 Penalty: 4923.481445
	Iteration 33Q: 3 clusters Score -2357372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2357373.250000 Penalty: 4923.481445
	Iteration 34Q: 3 clusters Score -2357373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2357373.250000 Penalty: 4923.481445
	Iteration 35Q: 3 clusters Score -2357373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2357374.250000 Penalty: 4923.481445
	Iteration 36Q: 3 clusters Score -2357374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2357368.750000 Penalty: 4923.481445
	Iteration 37Q: 3 clusters Score -2357369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2357373.000000 Penalty: 4923.481445
	Iteration 38Q: 3 clusters Score -2357373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2357374.250000 Penalty: 4923.481445
	Iteration 39Q: 3 clusters Score -2357374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2357379.000000 Penalty: 4923.481445
	Iteration 40F: 3 clusters Score -2357379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2357377.500000 Penalty: 4923.481445
	Iteration 41Q: 3 clusters Score -2357378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2357374.750000 Penalty: 4923.481445
	Iteration 42Q: 3 clusters Score -2357375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2357374.000000 Penalty: 4923.481445
	Iteration 43Q: 3 clusters Score -2357374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2357374.250000 Penalty: 4923.481445
	Iteration 44Q: 3 clusters Score -2357374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2357375.500000 Penalty: 4923.481445
	Iteration 45Q: 3 clusters Score -2357376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2357374.750000 Penalty: 4923.481445
	Iteration 46Q: 3 clusters Score -2357375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2357379.250000 Penalty: 4923.481445
	Iteration 47Q: 3 clusters Score -2357379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2357380.000000 Penalty: 4923.481445
	Iteration 48Q: 3 clusters Score -2357380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2357382.500000 Penalty: 4923.481445
	Iteration 49Q: 3 clusters Score -2357382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2357377.750000 Penalty: 4923.481445
	Iteration 50Q: 3 clusters Score -2357378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2357382.500000 Penalty: 4923.481445
	Iteration 51Q: 3 clusters Score -2357382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2357389.000000 Penalty: 4923.481445
	Iteration 52Q: 3 clusters Score -2357389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2357383.750000 Penalty: 4923.481445
	Iteration 53Q: 3 clusters Score -2357384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357384.250000 Penalty: 4923.481445
	Iteration 54Q: 3 clusters Score -2357384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2357384.250000 Penalty: 4923.481445
	Iteration 55Q: 3 clusters Score -2357384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2357384.250000 Penalty: 4923.481445
	Iteration 56Q: 3 clusters Score -2357384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2357391.250000 Penalty: 4923.481445
	Iteration 57Q: 3 clusters Score -2357391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2357395.500000 Penalty: 4923.481445
	Iteration 58Q: 3 clusters Score -2357396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2357391.250000 Penalty: 4923.481445
	Iteration 59Q: 3 clusters Score -2357391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2357389.000000 Penalty: 4923.481445
	Iteration 60F: 3 clusters Score -2357389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2357392.500000 Penalty: 4923.481445
	Iteration 61Q: 3 clusters Score -2357392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2357391.750000 Penalty: 4923.481445
	Iteration 62Q: 3 clusters Score -2357392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2357393.000000 Penalty: 4923.481445
	Iteration 63Q: 3 clusters Score -2357393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357390.250000 Penalty: 4923.481445
	Iteration 64Q: 3 clusters Score -2357390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2357388.000000 Penalty: 4923.481445
	Iteration 65Q: 3 clusters Score -2357388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357389.750000 Penalty: 4923.481445
	Iteration 66Q: 3 clusters Score -2357390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357390.000000 Penalty: 4923.481445
	Iteration 67Q: 3 clusters Score -2357390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357388.000000 Penalty: 4923.481445
	Iteration 68Q: 3 clusters Score -2357388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2357388.000000 Penalty: 4923.481445
	Iteration 69F: 3 clusters Score -2357388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Entering Unmasked Estep 
Score: -6453166.500000 Penalty: 2687.700195
	Iteration 0F: 2 clusters Score -6453166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6419010.000000 Penalty: 5375.400391
	Iteration 0F: 3 clusters Score -6419010 nChanged 23484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6431675.000000 Penalty: 5375.400391
	Iteration 1F: 3 clusters Score -6431675 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6432184.000000 Penalty: 5375.400391
	Iteration 2Q: 3 clusters Score -6432184 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6432641.500000 Penalty: 5375.400391
	Iteration 3Q: 3 clusters Score -6432642 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -6433133.500000 Penalty: 5375.400391
	Iteration 4Q: 3 clusters Score -6433134 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -6433685.000000 Penalty: 5375.400391
	Iteration 5Q: 3 clusters Score -6433685 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6434424.000000 Penalty: 5375.400391
	Iteration 6Q: 3 clusters Score -6434424 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -6435475.500000 Penalty: 5375.400391
	Iteration 7Q: 3 clusters Score -6435476 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -6436723.500000 Penalty: 5375.400391
	Iteration 8Q: 3 clusters Score -6436724 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -6438185.500000 Penalty: 5375.400391
	Iteration 9Q: 3 clusters Score -6438186 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -6440010.500000 Penalty: 5375.400391
	Iteration 10F: 3 clusters Score -6440010 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -6442066.000000 Penalty: 5375.400391
	Iteration 11F: 3 clusters Score -6442066 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -6444306.000000 Penalty: 5375.400391
	Iteration 12F: 3 clusters Score -6444306 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6446363.000000 Penalty: 5375.400391
	Iteration 13F: 3 clusters Score -6446363 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6448002.000000 Penalty: 5375.400391
	Iteration 14Q: 3 clusters Score -6448002 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -6449018.500000 Penalty: 5375.400391
	Iteration 15Q: 3 clusters Score -6449018 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -6449735.500000 Penalty: 5375.400391
	Iteration 16Q: 3 clusters Score -6449736 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -6450172.000000 Penalty: 5375.400391
	Iteration 17Q: 3 clusters Score -6450172 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6450453.000000 Penalty: 5375.400391
	Iteration 18Q: 3 clusters Score -6450453 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6450581.500000 Penalty: 5375.400391
	Iteration 19Q: 3 clusters Score -6450582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6450677.000000 Penalty: 5375.400391
	Iteration 20F: 3 clusters Score -6450677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -6450737.000000 Penalty: 5375.400391
	Iteration 21Q: 3 clusters Score -6450737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6450786.000000 Penalty: 5375.400391
	Iteration 22Q: 3 clusters Score -6450786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -6450815.500000 Penalty: 5375.400391
	Iteration 23Q: 3 clusters Score -6450816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6450845.500000 Penalty: 5375.400391
	Iteration 24Q: 3 clusters Score -6450846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -6450855.500000 Penalty: 5375.400391
	Iteration 25Q: 3 clusters Score -6450856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6450867.500000 Penalty: 5375.400391
	Iteration 26Q: 3 clusters Score -6450868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6450884.000000 Penalty: 5375.400391
	Iteration 27Q: 3 clusters Score -6450884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6450897.500000 Penalty: 5375.400391
	Iteration 28Q: 3 clusters Score -6450898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6450899.500000 Penalty: 5375.400391
	Iteration 29Q: 3 clusters Score -6450900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6450908.500000 Penalty: 5375.400391
	Iteration 30Q: 3 clusters Score -6450908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6450917.500000 Penalty: 5375.400391
	Iteration 31Q: 3 clusters Score -6450918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6450923.500000 Penalty: 5375.400391
	Iteration 32Q: 3 clusters Score -6450924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6450925.500000 Penalty: 5375.400391
	Iteration 33Q: 3 clusters Score -6450926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6450919.500000 Penalty: 5375.400391
	Iteration 34Q: 3 clusters Score -6450920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6450921.000000 Penalty: 5375.400391
	Iteration 35Q: 3 clusters Score -6450921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6450932.000000 Penalty: 5375.400391
	Iteration 36Q: 3 clusters Score -6450932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6450934.500000 Penalty: 5375.400391
	Iteration 37Q: 3 clusters Score -6450934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6450934.000000 Penalty: 5375.400391
	Iteration 38Q: 3 clusters Score -6450934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6450934.000000 Penalty: 5375.400391
	Iteration 39F: 3 clusters Score -6450934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -41924.566406 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -41924.57 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 217 members 
Entering Unmasked Estep 
Score: -40511.843750 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40511.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40769.269531 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40769.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40837.265625 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -40837.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40924.265625 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -40924.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41012.144531 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -41012.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41053.527344 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41053.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41067.433594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41067.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41084.191406 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41084.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41088.925781 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41088.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41091.691406 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41091.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41092.757812 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41092.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41098.101562 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41103.175781 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41103.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41109.687500 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41109.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41113.199219 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41113.199219 Penalty: 3020.166260
	Iteration 15F: 3 clusters Score -41113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Entering Unmasked Estep 
Score: -3883431.000000 Penalty: 2567.417969
	Iteration 0F: 2 clusters Score -3883431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3861971.750000 Penalty: 5134.835938
	Iteration 0F: 3 clusters Score -3861972 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3869533.750000 Penalty: 5134.835938
	Iteration 1F: 3 clusters Score -3869534 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3870133.750000 Penalty: 5134.835938
	Iteration 2F: 3 clusters Score -3870134 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3870814.000000 Penalty: 5134.835938
	Iteration 3F: 3 clusters Score -3870814 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3871799.000000 Penalty: 5134.835938
	Iteration 4F: 3 clusters Score -3871799 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3873152.000000 Penalty: 5134.835938
	Iteration 5F: 3 clusters Score -3873152 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3874719.250000 Penalty: 5134.835938
	Iteration 6F: 3 clusters Score -3874719 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3876392.000000 Penalty: 5134.835938
	Iteration 7F: 3 clusters Score -3876392 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3877821.500000 Penalty: 5134.835938
	Iteration 8F: 3 clusters Score -3877822 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3878893.750000 Penalty: 5134.835938
	Iteration 9Q: 3 clusters Score -3878894 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3879738.500000 Penalty: 5134.835938
	Iteration 10Q: 3 clusters Score -3879738 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3880288.500000 Penalty: 5134.835938
	Iteration 11Q: 3 clusters Score -3880288 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3880698.000000 Penalty: 5134.835938
	Iteration 12Q: 3 clusters Score -3880698 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3881034.000000 Penalty: 5134.835938
	Iteration 13Q: 3 clusters Score -3881034 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3881242.750000 Penalty: 5134.835938
	Iteration 14Q: 3 clusters Score -3881243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3881386.750000 Penalty: 5134.835938
	Iteration 15Q: 3 clusters Score -3881387 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3881472.250000 Penalty: 5134.835938
	Iteration 16Q: 3 clusters Score -3881472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3881525.500000 Penalty: 5134.835938
	Iteration 17Q: 3 clusters Score -3881526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3881568.250000 Penalty: 5134.835938
	Iteration 18Q: 3 clusters Score -3881568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3881600.000000 Penalty: 5134.835938
	Iteration 19Q: 3 clusters Score -3881600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3881632.750000 Penalty: 5134.835938
	Iteration 20F: 3 clusters Score -3881633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3881648.250000 Penalty: 5134.835938
	Iteration 21Q: 3 clusters Score -3881648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3881667.500000 Penalty: 5134.835938
	Iteration 22Q: 3 clusters Score -3881668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3881673.000000 Penalty: 5134.835938
	Iteration 23Q: 3 clusters Score -3881673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3881682.500000 Penalty: 5134.835938
	Iteration 24Q: 3 clusters Score -3881682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3881686.500000 Penalty: 5134.835938
	Iteration 25Q: 3 clusters Score -3881686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3881692.750000 Penalty: 5134.835938
	Iteration 26Q: 3 clusters Score -3881693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3881693.250000 Penalty: 5134.835938
	Iteration 27Q: 3 clusters Score -3881693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3881695.250000 Penalty: 5134.835938
	Iteration 28Q: 3 clusters Score -3881695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3881700.250000 Penalty: 5134.835938
	Iteration 29Q: 3 clusters Score -3881700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3881698.500000 Penalty: 5134.835938
	Iteration 30Q: 3 clusters Score -3881698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3881698.250000 Penalty: 5134.835938
	Iteration 31Q: 3 clusters Score -3881698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3881693.750000 Penalty: 5134.835938
	Iteration 32Q: 3 clusters Score -3881694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3881691.500000 Penalty: 5134.835938
	Iteration 33Q: 3 clusters Score -3881692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3881692.750000 Penalty: 5134.835938
	Iteration 34Q: 3 clusters Score -3881693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3881695.250000 Penalty: 5134.835938
	Iteration 35Q: 3 clusters Score -3881695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3881695.250000 Penalty: 5134.835938
	Iteration 36F: 3 clusters Score -3881695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -12207.502930 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -12207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11304.559570 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -11304.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11345.359375 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -11345.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11357.858398 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -11357.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11366.808594 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -11366.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11366.808594 Penalty: 2488.570801
	Iteration 4F: 3 clusters Score -11366.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -677529.250000 Penalty: 2157.355713
	Iteration 0F: 2 clusters Score -677529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -672480.312500 Penalty: 4314.711426
	Iteration 0F: 3 clusters Score -672480.3 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -673978.812500 Penalty: 4314.711426
	Iteration 1F: 3 clusters Score -673978.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -674617.437500 Penalty: 4314.711426
	Iteration 2F: 3 clusters Score -674617.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -675282.812500 Penalty: 4314.711426
	Iteration 3F: 3 clusters Score -675282.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -675977.250000 Penalty: 4314.711426
	Iteration 4F: 3 clusters Score -675977.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -676542.125000 Penalty: 4314.711426
	Iteration 5F: 3 clusters Score -676542.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -676874.125000 Penalty: 4314.711426
	Iteration 6F: 3 clusters Score -676874.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -677052.437500 Penalty: 4314.711426
	Iteration 7Q: 3 clusters Score -677052.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -677141.937500 Penalty: 4314.711426
	Iteration 8Q: 3 clusters Score -677141.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -677205.000000 Penalty: 4314.711426
	Iteration 9Q: 3 clusters Score -677205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -677236.562500 Penalty: 4314.711426
	Iteration 10Q: 3 clusters Score -677236.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -677264.500000 Penalty: 4314.711426
	Iteration 11Q: 3 clusters Score -677264.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -677285.812500 Penalty: 4314.711426
	Iteration 12Q: 3 clusters Score -677285.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -677295.500000 Penalty: 4314.711426
	Iteration 13Q: 3 clusters Score -677295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -677302.125000 Penalty: 4314.711426
	Iteration 14Q: 3 clusters Score -677302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -677308.062500 Penalty: 4314.711426
	Iteration 15Q: 3 clusters Score -677308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -677308.687500 Penalty: 4314.711426
	Iteration 16Q: 3 clusters Score -677308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -677310.937500 Penalty: 4314.711426
	Iteration 17Q: 3 clusters Score -677310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -677312.687500 Penalty: 4314.711426
	Iteration 18Q: 3 clusters Score -677312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -677315.312500 Penalty: 4314.711426
	Iteration 19Q: 3 clusters Score -677315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -677319.250000 Penalty: 4314.711426
	Iteration 20F: 3 clusters Score -677319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -677319.375000 Penalty: 4314.711426
	Iteration 21Q: 3 clusters Score -677319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -677320.312500 Penalty: 4314.711426
	Iteration 22Q: 3 clusters Score -677320.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -677320.312500 Penalty: 4314.711426
	Iteration 23F: 3 clusters Score -677320.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (159573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Entering Unmasked Estep 
Score: -19744202.000000 Penalty: 2971.103760
	Iteration 0F: 2 clusters Score -1.97442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -19637648.000000 Penalty: 5942.207520
	Iteration 0F: 3 clusters Score -1.963765e+07 nChanged 76301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -19682832.000000 Penalty: 5942.207520
	Iteration 1F: 3 clusters Score -1.968283e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -19685512.000000 Penalty: 5942.207520
	Iteration 2Q: 3 clusters Score -1.968551e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -19690184.000000 Penalty: 5942.207520
	Iteration 3F: 3 clusters Score -1.969018e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -19697774.000000 Penalty: 5942.207520
	Iteration 4F: 3 clusters Score -1.969777e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -19708182.000000 Penalty: 5942.207520
	Iteration 5F: 3 clusters Score -1.970818e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 129521 members 
Entering Unmasked Estep 
Score: -19718292.000000 Penalty: 5942.207520
	Iteration 6F: 3 clusters Score -1.971829e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 139311 members 
Entering Unmasked Estep 
Score: -19726548.000000 Penalty: 5942.207520
	Iteration 7F: 3 clusters Score -1.972655e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -19732980.000000 Penalty: 5942.207520
	Iteration 8Q: 3 clusters Score -1.973298e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -19737038.000000 Penalty: 5942.207520
	Iteration 9Q: 3 clusters Score -1.973704e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -19739414.000000 Penalty: 5942.207520
	Iteration 10Q: 3 clusters Score -1.973941e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -19740580.000000 Penalty: 5942.207520
	Iteration 11Q: 3 clusters Score -1.974058e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -19741224.000000 Penalty: 5942.207520
	Iteration 12Q: 3 clusters Score -1.974122e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -19741530.000000 Penalty: 5942.207520
	Iteration 13Q: 3 clusters Score -1.974153e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -19741712.000000 Penalty: 5942.207520
	Iteration 14Q: 3 clusters Score -1.974171e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 158436 members 
Entering Unmasked Estep 
Score: -19741846.000000 Penalty: 5942.207520
	Iteration 15Q: 3 clusters Score -1.974185e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -19741876.000000 Penalty: 5942.207520
	Iteration 16Q: 3 clusters Score -1.974188e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 158584 members 
Entering Unmasked Estep 
Score: -19741918.000000 Penalty: 5942.207520
	Iteration 17Q: 3 clusters Score -1.974192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -19741954.000000 Penalty: 5942.207520
	Iteration 18Q: 3 clusters Score -1.974195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -19741962.000000 Penalty: 5942.207520
	Iteration 19Q: 3 clusters Score -1.974196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -19742004.000000 Penalty: 5942.207520
	Iteration 20F: 3 clusters Score -1.9742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -19742012.000000 Penalty: 5942.207520
	Iteration 21Q: 3 clusters Score -1.974201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -19742028.000000 Penalty: 5942.207520
	Iteration 22Q: 3 clusters Score -1.974203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158718 members 
Entering Unmasked Estep 
Score: -19742024.000000 Penalty: 5942.207520
	Iteration 23Q: 3 clusters Score -1.974202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -19742026.000000 Penalty: 5942.207520
	Iteration 24Q: 3 clusters Score -1.974203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -19742042.000000 Penalty: 5942.207520
	Iteration 25Q: 3 clusters Score -1.974204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -19742038.000000 Penalty: 5942.207520
	Iteration 26Q: 3 clusters Score -1.974204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -19742054.000000 Penalty: 5942.207520
	Iteration 27Q: 3 clusters Score -1.974205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -19742064.000000 Penalty: 5942.207520
	Iteration 28Q: 3 clusters Score -1.974206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 158745 members 
Entering Unmasked Estep 
Score: -19742044.000000 Penalty: 5942.207520
	Iteration 29Q: 3 clusters Score -1.974204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -19742042.000000 Penalty: 5942.207520
	Iteration 30Q: 3 clusters Score -1.974204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -19742060.000000 Penalty: 5942.207520
	Iteration 31Q: 3 clusters Score -1.974206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 158752 members 
Entering Unmasked Estep 
Score: -19742064.000000 Penalty: 5942.207520
	Iteration 32Q: 3 clusters Score -1.974206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -19742058.000000 Penalty: 5942.207520
	Iteration 33Q: 3 clusters Score -1.974206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -19742058.000000 Penalty: 5942.207520
	Iteration 34F: 3 clusters Score -1.974206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -62444.625000 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -62444.62 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 275 members 
Entering Unmasked Estep 
Score: -60926.511719 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -60926.51 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61125.199219 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -61125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61194.765625 Penalty: 3116.004150
	Iteration 2Q: 3 clusters Score -61194.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61240.691406 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -61240.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61283.003906 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -61283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61297.550781 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -61297.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61303.289062 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -61303.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61308.746094 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -61308.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61308.746094 Penalty: 3116.004150
	Iteration 8F: 3 clusters Score -61308.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73692.304688 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -73692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72059.750000 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -72059.75 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72276.367188 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -72276.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72339.640625 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -72339.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72375.101562 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -72375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72398.359375 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -72398.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72424.632812 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -72424.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72454.015625 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -72454.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72483.679688 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -72483.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72503.460938 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -72503.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72519.062500 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -72519.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72527.023438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -72527.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72538.812500 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -72538.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72540.335938 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -72540.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72540.335938 Penalty: 3207.207764
	Iteration 13F: 3 clusters Score -72540.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -535648.750000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -535648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -531429.937500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -531429.9 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -532435.937500 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -532435.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -532668.687500 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -532668.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -532838.375000 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -532838.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -532943.875000 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -532943.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -532999.125000 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -532999.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -533038.875000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -533038.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -533072.687500 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -533072.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -533110.375000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -533110.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -533137.687500 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -533137.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -533162.937500 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -533162.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -533182.437500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -533182.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -533197.437500 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -533197.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -533210.562500 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -533210.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -533230.062500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -533230.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -533256.125000 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -533256.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -533280.812500 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -533280.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -533301.562500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -533301.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -533330.500000 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -533330.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -533370.000000 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -533370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -533402.812500 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -533402.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -533425.125000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -533425.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -533445.125000 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -533445.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -533462.812500 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -533462.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -533486.562500 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -533486.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -533520.125000 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -533520.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -533554.062500 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -533554.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -533587.562500 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -533587.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -533614.750000 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -533614.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -533640.937500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -533640.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -533670.937500 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -533670.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -533707.312500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -533707.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -533728.375000 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -533728.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -533747.812500 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -533747.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -533769.625000 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -533769.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -533782.687500 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -533782.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -533799.562500 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -533799.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -533815.312500 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -533815.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -533834.187500 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -533834.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -533852.750000 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -533852.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -533869.250000 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -533869.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -533882.812500 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -533882.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -533899.562500 Penalty: 4176.330566
	Iteration 42Q: 3 clusters Score -533899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -533909.250000 Penalty: 4176.330566
	Iteration 43Q: 3 clusters Score -533909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -533920.437500 Penalty: 4176.330566
	Iteration 44Q: 3 clusters Score -533920.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -533928.500000 Penalty: 4176.330566
	Iteration 45Q: 3 clusters Score -533928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -533932.500000 Penalty: 4176.330566
	Iteration 46Q: 3 clusters Score -533932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -533932.062500 Penalty: 4176.330566
	Iteration 47Q: 3 clusters Score -533932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533932.875000 Penalty: 4176.330566
	Iteration 48Q: 3 clusters Score -533932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533932.312500 Penalty: 4176.330566
	Iteration 49Q: 3 clusters Score -533932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533932.312500 Penalty: 4176.330566
	Iteration 50F: 3 clusters Score -533932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Entering Unmasked Estep 
Score: -4427201.000000 Penalty: 2600.662109
	Iteration 0F: 2 clusters Score -4427201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4402945.500000 Penalty: 5201.324219
	Iteration 0F: 3 clusters Score -4402946 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4412325.000000 Penalty: 5201.324219
	Iteration 1F: 3 clusters Score -4412325 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4413291.500000 Penalty: 5201.324219
	Iteration 2F: 3 clusters Score -4413292 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4414456.000000 Penalty: 5201.324219
	Iteration 3F: 3 clusters Score -4414456 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4415661.000000 Penalty: 5201.324219
	Iteration 4F: 3 clusters Score -4415661 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4416902.000000 Penalty: 5201.324219
	Iteration 5F: 3 clusters Score -4416902 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4417975.000000 Penalty: 5201.324219
	Iteration 6F: 3 clusters Score -4417975 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4418787.500000 Penalty: 5201.324219
	Iteration 7Q: 3 clusters Score -4418788 nChanged 1435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4419328.500000 Penalty: 5201.324219
	Iteration 8Q: 3 clusters Score -4419328 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4419685 nChanged 843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4419952 nChanged 668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4420199 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4420412.500000 Penalty: 5201.324219
	Iteration 12Q: 3 clusters Score -4420412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4420629.500000 Penalty: 5201.324219
	Iteration 13Q: 3 clusters Score -4420630 nChanged 614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4420898 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4421245.500000 Penalty: 5201.324219
	Iteration 15Q: 3 clusters Score -4421246 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4421694.500000 Penalty: 5201.324219
	Iteration 16Q: 3 clusters Score -4421694 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4422088.500000 Penalty: 5201.324219
	Iteration 17Q: 3 clusters Score -4422088 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4422376.500000 Penalty: 5201.324219
	Iteration 18Q: 3 clusters Score -4422376 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4422619.500000 Penalty: 5201.324219
	Iteration 19Q: 3 clusters Score -4422620 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4422825.000000 Penalty: 5201.324219
	Iteration 20F: 3 clusters Score -4422825 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4423015.000000 Penalty: 5201.324219
	Iteration 21Q: 3 clusters Score -4423015 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4423173.000000 Penalty: 5201.324219
	Iteration 22Q: 3 clusters Score -4423173 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4423281.500000 Penalty: 5201.324219
	Iteration 23Q: 3 clusters Score -4423282 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4423390.000000 Penalty: 5201.324219
	Iteration 24Q: 3 clusters Score -4423390 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4423518.500000 Penalty: 5201.324219
	Iteration 25Q: 3 clusters Score -4423518 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4423625.500000 Penalty: 5201.324219
	Iteration 26Q: 3 clusters Score -4423626 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4423734.500000 Penalty: 5201.324219
	Iteration 27Q: 3 clusters Score -4423734 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4423828.500000 Penalty: 5201.324219
	Iteration 28Q: 3 clusters Score -4423828 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4423904.000000 Penalty: 5201.324219
	Iteration 29Q: 3 clusters Score -4423904 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4423996.500000 Penalty: 5201.324219
	Iteration 30Q: 3 clusters Score -4423996 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4424088.000000 Penalty: 5201.324219
	Iteration 31Q: 3 clusters Score -4424088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4424171.500000 Penalty: 5201.324219
	Iteration 32Q: 3 clusters Score -4424172 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4424262.500000 Penalty: 5201.324219
	Iteration 33Q: 3 clusters Score -4424262 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4424350.000000 Penalty: 5201.324219
	Iteration 34Q: 3 clusters Score -4424350 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4424440 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4424519 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4424603 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4424686 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4424778 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4424823 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4424879.000000 Penalty: 5201.324219
	Iteration 41Q: 3 clusters Score -4424879 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4424922.500000 Penalty: 5201.324219
	Iteration 42Q: 3 clusters Score -4424922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4424977.000000 Penalty: 5201.324219
	Iteration 43Q: 3 clusters Score -4424977 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4425021.000000 Penalty: 5201.324219
	Iteration 44Q: 3 clusters Score -4425021 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4425072.000000 Penalty: 5201.324219
	Iteration 45Q: 3 clusters Score -4425072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4425086.000000 Penalty: 5201.324219
	Iteration 46Q: 3 clusters Score -4425086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4425122.500000 Penalty: 5201.324219
	Iteration 47Q: 3 clusters Score -4425122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4425168.500000 Penalty: 5201.324219
	Iteration 48Q: 3 clusters Score -4425168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4425199.000000 Penalty: 5201.324219
	Iteration 49Q: 3 clusters Score -4425199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4425253.000000 Penalty: 5201.324219
	Iteration 50Q: 3 clusters Score -4425253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4425280.500000 Penalty: 5201.324219
	Iteration 51Q: 3 clusters Score -4425280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4425311.000000 Penalty: 5201.324219
	Iteration 52Q: 3 clusters Score -4425311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4425334.500000 Penalty: 5201.324219
	Iteration 53Q: 3 clusters Score -4425334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4425385.500000 Penalty: 5201.324219
	Iteration 54Q: 3 clusters Score -4425386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4425423.500000 Penalty: 5201.324219
	Iteration 55Q: 3 clusters Score -4425424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4425472.500000 Penalty: 5201.324219
	Iteration 56Q: 3 clusters Score -4425472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4425513.000000 Penalty: 5201.324219
	Iteration 57Q: 3 clusters Score -4425513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4425565.000000 Penalty: 5201.324219
	Iteration 58Q: 3 clusters Score -4425565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4425620.500000 Penalty: 5201.324219
	Iteration 59Q: 3 clusters Score -4425620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4425670.500000 Penalty: 5201.324219
	Iteration 60F: 3 clusters Score -4425670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4425726.000000 Penalty: 5201.324219
	Iteration 61Q: 3 clusters Score -4425726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4425778.000000 Penalty: 5201.324219
	Iteration 62Q: 3 clusters Score -4425778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4425803.500000 Penalty: 5201.324219
	Iteration 63Q: 3 clusters Score -4425804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4425846.000000 Penalty: 5201.324219
	Iteration 64Q: 3 clusters Score -4425846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4425881.500000 Penalty: 5201.324219
	Iteration 65Q: 3 clusters Score -4425882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4425892.000000 Penalty: 5201.324219
	Iteration 66Q: 3 clusters Score -4425892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4425907.500000 Penalty: 5201.324219
	Iteration 67Q: 3 clusters Score -4425908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4425918.500000 Penalty: 5201.324219
	Iteration 68Q: 3 clusters Score -4425918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4425928.500000 Penalty: 5201.324219
	Iteration 69Q: 3 clusters Score -4425928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4425935.000000 Penalty: 5201.324219
	Iteration 70Q: 3 clusters Score -4425935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4425942.000000 Penalty: 5201.324219
	Iteration 71Q: 3 clusters Score -4425942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4425937.000000 Penalty: 5201.324219
	Iteration 72Q: 3 clusters Score -4425937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4425942.500000 Penalty: 5201.324219
	Iteration 73Q: 3 clusters Score -4425942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4425946.000000 Penalty: 5201.324219
	Iteration 74Q: 3 clusters Score -4425946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4425946.000000 Penalty: 5201.324219
	Iteration 75Q: 3 clusters Score -4425946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4425951.000000 Penalty: 5201.324219
	Iteration 76Q: 3 clusters Score -4425951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4425954.000000 Penalty: 5201.324219
	Iteration 77Q: 3 clusters Score -4425954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4425955.500000 Penalty: 5201.324219
	Iteration 78Q: 3 clusters Score -4425956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4425958.000000 Penalty: 5201.324219
	Iteration 79Q: 3 clusters Score -4425958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4425957.000000 Penalty: 5201.324219
	Iteration 80F: 3 clusters Score -4425957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4425960.000000 Penalty: 5201.324219
	Iteration 81Q: 3 clusters Score -4425960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4425954.500000 Penalty: 5201.324219
	Iteration 82Q: 3 clusters Score -4425954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4425952.000000 Penalty: 5201.324219
	Iteration 83Q: 3 clusters Score -4425952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4425956.000000 Penalty: 5201.324219
	Iteration 84Q: 3 clusters Score -4425956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4425954.000000 Penalty: 5201.324219
	Iteration 85Q: 3 clusters Score -4425954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4425953.000000 Penalty: 5201.324219
	Iteration 86Q: 3 clusters Score -4425953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4425954.000000 Penalty: 5201.324219
	Iteration 87Q: 3 clusters Score -4425954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4425953.000000 Penalty: 5201.324219
	Iteration 88Q: 3 clusters Score -4425953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4425953.500000 Penalty: 5201.324219
	Iteration 89Q: 3 clusters Score -4425954 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4425953.500000 Penalty: 5201.324219
	Iteration 90F: 3 clusters Score -4425954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -2015941.625000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -2015942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2004592.125000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -2004592 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2008223.625000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -2008224 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2008617 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2009013.625000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -2009014 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2009591.125000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -2009591 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2010455.875000 Penalty: 4796.810059
	Iteration 5F: 3 clusters Score -2010456 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2011572.000000 Penalty: 4796.810059
	Iteration 6F: 3 clusters Score -2011572 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2012732.375000 Penalty: 4796.810059
	Iteration 7F: 3 clusters Score -2012732 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2013753.125000 Penalty: 4796.810059
	Iteration 8F: 3 clusters Score -2013753 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2014476.375000 Penalty: 4796.810059
	Iteration 9F: 3 clusters Score -2014476 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2014930.625000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -2014931 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2015179.500000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -2015180 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2015321.000000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -2015321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2015409.875000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -2015410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2015454.750000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -2015455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2015485.750000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -2015486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2015505.125000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -2015505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2015515.875000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -2015516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2015524.625000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -2015525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2015527.125000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -2015527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2015530.500000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -2015530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2015535.125000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -2015535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2015538.750000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -2015539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2015542.500000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -2015542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2015545.500000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -2015546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2015546.375000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -2015546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2015550.375000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -2015550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2015556.000000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -2015556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2015556.625000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -2015557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2015556.875000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -2015557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2015559.875000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -2015560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2015560.750000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -2015561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2015560.750000 Penalty: 4796.810059
	Iteration 32F: 3 clusters Score -2015561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -110728.062500 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -110728.1 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 474 members 
Entering Unmasked Estep 
Score: -108817.937500 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -108817.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109122.382812 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -109122.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109215.617188 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -109215.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109272.179688 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -109272.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109288.421875 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -109288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109304.585938 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -109304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109313.726562 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -109313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109318.046875 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -109318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109322.781250 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -109322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -109327.171875 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -109327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109333.648438 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -109333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109337.398438 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -109337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109340.179688 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -109340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109345.796875 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -109345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -109356.664062 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -109356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -109366.679688 Penalty: 3403.408936
	Iteration 15Q: 3 clusters Score -109366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109375.687500 Penalty: 3403.408936
	Iteration 16Q: 3 clusters Score -109375.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109389.500000 Penalty: 3403.408936
	Iteration 17Q: 3 clusters Score -109389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109398.671875 Penalty: 3403.408936
	Iteration 18Q: 3 clusters Score -109398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109403.000000 Penalty: 3403.408936
	Iteration 19Q: 3 clusters Score -109403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109409.640625 Penalty: 3403.408936
	Iteration 20F: 3 clusters Score -109409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109418.632812 Penalty: 3403.408936
	Iteration 21Q: 3 clusters Score -109418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109431.359375 Penalty: 3403.408936
	Iteration 22Q: 3 clusters Score -109431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109449.812500 Penalty: 3403.408936
	Iteration 23Q: 3 clusters Score -109449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109476.085938 Penalty: 3403.408936
	Iteration 24Q: 3 clusters Score -109476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109492.820312 Penalty: 3403.408936
	Iteration 25Q: 3 clusters Score -109492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109503.156250 Penalty: 3403.408936
	Iteration 26Q: 3 clusters Score -109503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109509.351562 Penalty: 3403.408936
	Iteration 27Q: 3 clusters Score -109509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109517.031250 Penalty: 3403.408936
	Iteration 28Q: 3 clusters Score -109517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109518.445312 Penalty: 3403.408936
	Iteration 29Q: 3 clusters Score -109518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109518.976562 Penalty: 3403.408936
	Iteration 30Q: 3 clusters Score -109519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109520.929688 Penalty: 3403.408936
	Iteration 31Q: 3 clusters Score -109520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109525.046875 Penalty: 3403.408936
	Iteration 32Q: 3 clusters Score -109525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109528.492188 Penalty: 3403.408936
	Iteration 33Q: 3 clusters Score -109528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109534.468750 Penalty: 3403.408936
	Iteration 34Q: 3 clusters Score -109534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109540.703125 Penalty: 3403.408936
	Iteration 35Q: 3 clusters Score -109540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -109541.093750 Penalty: 3403.408936
	Iteration 36Q: 3 clusters Score -109541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -109541.093750 Penalty: 3403.408936
	Iteration 37F: 3 clusters Score -109541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -1120655.000000 Penalty: 2263.593750
	Iteration 0F: 2 clusters Score -1120655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1113531.500000 Penalty: 4527.187500
	Iteration 0F: 3 clusters Score -1113532 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1115534.750000 Penalty: 4527.187500
	Iteration 1F: 3 clusters Score -1115535 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1115843.750000 Penalty: 4527.187500
	Iteration 2F: 3 clusters Score -1115844 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1116080.000000 Penalty: 4527.187500
	Iteration 3F: 3 clusters Score -1116080 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1116273.000000 Penalty: 4527.187500
	Iteration 4Q: 3 clusters Score -1116273 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1116408.000000 Penalty: 4527.187500
	Iteration 5Q: 3 clusters Score -1116408 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1116517.500000 Penalty: 4527.187500
	Iteration 6Q: 3 clusters Score -1116518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1116620.375000 Penalty: 4527.187500
	Iteration 7Q: 3 clusters Score -1116620 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1116733.625000 Penalty: 4527.187500
	Iteration 8Q: 3 clusters Score -1116734 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1116828.875000 Penalty: 4527.187500
	Iteration 9Q: 3 clusters Score -1116829 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1116942.375000 Penalty: 4527.187500
	Iteration 10Q: 3 clusters Score -1116942 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1117065.625000 Penalty: 4527.187500
	Iteration 11Q: 3 clusters Score -1117066 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1117200.625000 Penalty: 4527.187500
	Iteration 12Q: 3 clusters Score -1117201 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1117341.750000 Penalty: 4527.187500
	Iteration 13Q: 3 clusters Score -1117342 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1117467.500000 Penalty: 4527.187500
	Iteration 14Q: 3 clusters Score -1117468 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1117579.625000 Penalty: 4527.187500
	Iteration 15Q: 3 clusters Score -1117580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1117695.000000 Penalty: 4527.187500
	Iteration 16Q: 3 clusters Score -1117695 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1117821.125000 Penalty: 4527.187500
	Iteration 17Q: 3 clusters Score -1117821 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1117923.375000 Penalty: 4527.187500
	Iteration 18Q: 3 clusters Score -1117923 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1118028.875000 Penalty: 4527.187500
	Iteration 19Q: 3 clusters Score -1118029 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1118127.000000 Penalty: 4527.187500
	Iteration 20F: 3 clusters Score -1118127 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1118210.375000 Penalty: 4527.187500
	Iteration 21Q: 3 clusters Score -1118210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1118277.500000 Penalty: 4527.187500
	Iteration 22Q: 3 clusters Score -1118278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1118348.000000 Penalty: 4527.187500
	Iteration 23Q: 3 clusters Score -1118348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1118420.375000 Penalty: 4527.187500
	Iteration 24Q: 3 clusters Score -1118420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1118491.875000 Penalty: 4527.187500
	Iteration 25Q: 3 clusters Score -1118492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1118565.250000 Penalty: 4527.187500
	Iteration 26Q: 3 clusters Score -1118565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1118645.125000 Penalty: 4527.187500
	Iteration 27Q: 3 clusters Score -1118645 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1118717.875000 Penalty: 4527.187500
	Iteration 28Q: 3 clusters Score -1118718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1118775.125000 Penalty: 4527.187500
	Iteration 29Q: 3 clusters Score -1118775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1118833.500000 Penalty: 4527.187500
	Iteration 30Q: 3 clusters Score -1118834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1118874.875000 Penalty: 4527.187500
	Iteration 31Q: 3 clusters Score -1118875 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1118913.375000 Penalty: 4527.187500
	Iteration 32Q: 3 clusters Score -1118913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1118942.875000 Penalty: 4527.187500
	Iteration 33Q: 3 clusters Score -1118943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1118963.750000 Penalty: 4527.187500
	Iteration 34Q: 3 clusters Score -1118964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1118985.125000 Penalty: 4527.187500
	Iteration 35Q: 3 clusters Score -1118985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1119005.375000 Penalty: 4527.187500
	Iteration 36Q: 3 clusters Score -1119005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1119022.500000 Penalty: 4527.187500
	Iteration 37Q: 3 clusters Score -1119022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1119035.625000 Penalty: 4527.187500
	Iteration 38Q: 3 clusters Score -1119036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1119047.250000 Penalty: 4527.187500
	Iteration 39Q: 3 clusters Score -1119047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1119059.750000 Penalty: 4527.187500
	Iteration 40F: 3 clusters Score -1119060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1119066.875000 Penalty: 4527.187500
	Iteration 41Q: 3 clusters Score -1119067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1119071.750000 Penalty: 4527.187500
	Iteration 42Q: 3 clusters Score -1119072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1119083.875000 Penalty: 4527.187500
	Iteration 43Q: 3 clusters Score -1119084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1119091.125000 Penalty: 4527.187500
	Iteration 44Q: 3 clusters Score -1119091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1119093.750000 Penalty: 4527.187500
	Iteration 45Q: 3 clusters Score -1119094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1119099.125000 Penalty: 4527.187500
	Iteration 46Q: 3 clusters Score -1119099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1119101.625000 Penalty: 4527.187500
	Iteration 47Q: 3 clusters Score -1119102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1119104.375000 Penalty: 4527.187500
	Iteration 48Q: 3 clusters Score -1119104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1119103.250000 Penalty: 4527.187500
	Iteration 49Q: 3 clusters Score -1119103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1119109.875000 Penalty: 4527.187500
	Iteration 50Q: 3 clusters Score -1119110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1119110.375000 Penalty: 4527.187500
	Iteration 51Q: 3 clusters Score -1119110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1119111.125000 Penalty: 4527.187500
	Iteration 52Q: 3 clusters Score -1119111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1119113.750000 Penalty: 4527.187500
	Iteration 53Q: 3 clusters Score -1119114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1119114.375000 Penalty: 4527.187500
	Iteration 54Q: 3 clusters Score -1119114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1119114.625000 Penalty: 4527.187500
	Iteration 55Q: 3 clusters Score -1119115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1119115.000000 Penalty: 4527.187500
	Iteration 56Q: 3 clusters Score -1119115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1119116.500000 Penalty: 4527.187500
	Iteration 57Q: 3 clusters Score -1119116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1119116.875000 Penalty: 4527.187500
	Iteration 58Q: 3 clusters Score -1119117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1119116.500000 Penalty: 4527.187500
	Iteration 59Q: 3 clusters Score -1119116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1119117.500000 Penalty: 4527.187500
	Iteration 60F: 3 clusters Score -1119118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1119119.125000 Penalty: 4527.187500
	Iteration 61Q: 3 clusters Score -1119119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1119119.250000 Penalty: 4527.187500
	Iteration 62Q: 3 clusters Score -1119119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1119118.250000 Penalty: 4527.187500
	Iteration 63Q: 3 clusters Score -1119118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1119118.250000 Penalty: 4527.187500
	Iteration 64F: 3 clusters Score -1119118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -286089.281250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -286089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -283247.343750 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -283247.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -283776.156250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -283776.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283903.937500 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -283903.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -284004.375000 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -284004.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -284052.968750 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -284053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284083.250000 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -284083.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -284100.500000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -284100.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -284113.531250 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -284113.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -284122.812500 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -284122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -284129.406250 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -284129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -284135.218750 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -284135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -284140.812500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -284140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284146.812500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -284146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -284152.437500 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -284152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -284158.875000 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -284158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -284165.531250 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -284165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -284170.375000 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -284170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284174.593750 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -284174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -284177.437500 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -284177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -284180.156250 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -284180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284182.781250 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -284182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -284183.625000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -284183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -284183.937500 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -284183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284183.906250 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -284183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284183.906250 Penalty: 3837.857666
	Iteration 24F: 3 clusters Score -284183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33231.726562 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33231.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31954.492188 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31954.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32111.009766 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32111.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32140.585938 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -32140.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32172.695312 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32217.550781 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32217.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32236.236328 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32236.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32242.080078 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32242.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32255.626953 Penalty: 2908.361084
	Iteration 7Q: 3 clusters Score -32255.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32258.927734 Penalty: 2908.361084
	Iteration 8Q: 3 clusters Score -32258.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32270.230469 Penalty: 2908.361084
	Iteration 9Q: 3 clusters Score -32270.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32273.812500 Penalty: 2908.361084
	Iteration 10Q: 3 clusters Score -32273.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32283.064453 Penalty: 2908.361084
	Iteration 11Q: 3 clusters Score -32283.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32285.509766 Penalty: 2908.361084
	Iteration 12Q: 3 clusters Score -32285.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32285.509766 Penalty: 2908.361084
	Iteration 13F: 3 clusters Score -32285.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -108484.062500 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -108484.1 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 512 members 
Entering Unmasked Estep 
Score: -106593.179688 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -106593.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -107182.406250 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -107182.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107624.562500 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -107624.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107948.281250 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -107948.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108130.804688 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -108130.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108226.492188 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -108226.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108350.585938 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -108350.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108460.429688 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -108460.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -108523.632812 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -108523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -108559.578125 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -108559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108580.945312 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -108580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -108607.429688 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -108607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108636.859375 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -108636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108663.312500 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -108663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -108672.250000 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -108672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108678.046875 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -108678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108680.476562 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -108680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108684.968750 Penalty: 3437.040283
	Iteration 17Q: 3 clusters Score -108685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108685.843750 Penalty: 3437.040283
	Iteration 18Q: 3 clusters Score -108685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108685.843750 Penalty: 3437.040283
	Iteration 19F: 3 clusters Score -108685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320636 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36811 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20463 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31335 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159573 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35830 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 715 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202424 members 
Mstep: Class 44 contains 3114 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Mstep: Class 49 contains 307 members 
Entering Unmasked Estep 
Score: -142006464.000000 Penalty: 169800.968750
Splitting cluster 41 changes total score from -142007984.000000 to -142006464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -57603.253906 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -57603.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56089.113281 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -56089.11 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56335.628906 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -56335.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56435.746094 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -56435.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56491.414062 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -56491.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56525.710938 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -56525.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56573.402344 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -56573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56664.925781 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56664.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56769.261719 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56769.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56862.460938 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56862.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56928.773438 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -56928.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56970.824219 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -56970.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56999.179688 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -56999.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57032.371094 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -57032.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57053.453125 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -57053.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57069.105469 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -57069.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57106.640625 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -57106.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57148.195312 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -57148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57168.093750 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -57168.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57174.066406 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -57174.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57174.066406 Penalty: 3126.099121
	Iteration 19F: 3 clusters Score -57174.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (202424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202424 members 
Entering Unmasked Estep 
Score: -25300334.000000 Penalty: 3030.093750
	Iteration 0F: 2 clusters Score -2.530033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -25167276.000000 Penalty: 6060.187500
	Iteration 0F: 3 clusters Score -2.516728e+07 nChanged 97221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -25224746.000000 Penalty: 6060.187500
	Iteration 1F: 3 clusters Score -2.522475e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -25226598.000000 Penalty: 6060.187500
	Iteration 2Q: 3 clusters Score -2.52266e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -25229176.000000 Penalty: 6060.187500
	Iteration 3Q: 3 clusters Score -2.522918e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -25233208.000000 Penalty: 6060.187500
	Iteration 4Q: 3 clusters Score -2.523321e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -25239592.000000 Penalty: 6060.187500
	Iteration 5F: 3 clusters Score -2.523959e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 137922 members 
Entering Unmasked Estep 
Score: -25249086.000000 Penalty: 6060.187500
	Iteration 6F: 3 clusters Score -2.524909e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
Score: -25260972.000000 Penalty: 6060.187500
	Iteration 7F: 3 clusters Score -2.526097e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -25274472.000000 Penalty: 6060.187500
	Iteration 8F: 3 clusters Score -2.527447e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -25285650.000000 Penalty: 6060.187500
	Iteration 9F: 3 clusters Score -2.528565e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 176717 members 
Entering Unmasked Estep 
Score: -25292246.000000 Penalty: 6060.187500
	Iteration 10Q: 3 clusters Score -2.529225e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 179563 members 
Entering Unmasked Estep 
Score: -25295600.000000 Penalty: 6060.187500
	Iteration 11Q: 3 clusters Score -2.52956e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
Score: -25297000.000000 Penalty: 6060.187500
	Iteration 12Q: 3 clusters Score -2.5297e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 182638 members 
Entering Unmasked Estep 
Score: -25297556.000000 Penalty: 6060.187500
	Iteration 13Q: 3 clusters Score -2.529756e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 183716 members 
Entering Unmasked Estep 
Score: -25297900.000000 Penalty: 6060.187500
	Iteration 14Q: 3 clusters Score -2.52979e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -25298194.000000 Penalty: 6060.187500
	Iteration 15Q: 3 clusters Score -2.529819e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 185397 members 
Entering Unmasked Estep 
Score: -25298320.000000 Penalty: 6060.187500
	Iteration 16Q: 3 clusters Score -2.529832e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 186089 members 
Entering Unmasked Estep 
Score: -25298318.000000 Penalty: 6060.187500
	Iteration 17Q: 3 clusters Score -2.529832e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 186728 members 
Entering Unmasked Estep 
Score: -25298442.000000 Penalty: 6060.187500
	Iteration 18Q: 3 clusters Score -2.529844e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 187286 members 
Entering Unmasked Estep 
Score: -25298512.000000 Penalty: 6060.187500
	Iteration 19Q: 3 clusters Score -2.529851e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 187808 members 
Entering Unmasked Estep 
Score: -25298646.000000 Penalty: 6060.187500
	Iteration 20F: 3 clusters Score -2.529865e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 188306 members 
Entering Unmasked Estep 
Score: -25298690.000000 Penalty: 6060.187500
	Iteration 21Q: 3 clusters Score -2.529869e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 188751 members 
Entering Unmasked Estep 
Score: -25298710.000000 Penalty: 6060.187500
	Iteration 22Q: 3 clusters Score -2.529871e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -25298774.000000 Penalty: 6060.187500
	Iteration 23Q: 3 clusters Score -2.529877e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 189534 members 
Entering Unmasked Estep 
Score: -25298820.000000 Penalty: 6060.187500
	Iteration 24Q: 3 clusters Score -2.529882e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 189894 members 
Entering Unmasked Estep 
Score: -25298802.000000 Penalty: 6060.187500
	Iteration 25Q: 3 clusters Score -2.52988e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -25298848.000000 Penalty: 6060.187500
	Iteration 26Q: 3 clusters Score -2.529885e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 190579 members 
Entering Unmasked Estep 
Score: -25298878.000000 Penalty: 6060.187500
	Iteration 27Q: 3 clusters Score -2.529888e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 190867 members 
Entering Unmasked Estep 
Score: -25298888.000000 Penalty: 6060.187500
	Iteration 28Q: 3 clusters Score -2.529889e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 191141 members 
Entering Unmasked Estep 
Score: -25298952.000000 Penalty: 6060.187500
	Iteration 29Q: 3 clusters Score -2.529895e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 191430 members 
Entering Unmasked Estep 
Score: -25298936.000000 Penalty: 6060.187500
	Iteration 30Q: 3 clusters Score -2.529894e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 191693 members 
Entering Unmasked Estep 
Score: -25298974.000000 Penalty: 6060.187500
	Iteration 31Q: 3 clusters Score -2.529897e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 191950 members 
Entering Unmasked Estep 
Score: -25298962.000000 Penalty: 6060.187500
	Iteration 32Q: 3 clusters Score -2.529896e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 192172 members 
Entering Unmasked Estep 
Score: -25299002.000000 Penalty: 6060.187500
	Iteration 33Q: 3 clusters Score -2.5299e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 192403 members 
Entering Unmasked Estep 
Score: -25298994.000000 Penalty: 6060.187500
	Iteration 34Q: 3 clusters Score -2.529899e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 192612 members 
Entering Unmasked Estep 
Score: -25298998.000000 Penalty: 6060.187500
	Iteration 35Q: 3 clusters Score -2.5299e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -25298972.000000 Penalty: 6060.187500
	Iteration 36Q: 3 clusters Score -2.529897e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 193005 members 
Entering Unmasked Estep 
Score: -25298998.000000 Penalty: 6060.187500
	Iteration 37Q: 3 clusters Score -2.5299e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -25299006.000000 Penalty: 6060.187500
	Iteration 38Q: 3 clusters Score -2.529901e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 193311 members 
Entering Unmasked Estep 
Score: -25299000.000000 Penalty: 6060.187500
	Iteration 39Q: 3 clusters Score -2.5299e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -25298982.000000 Penalty: 6060.187500
	Iteration 40F: 3 clusters Score -2.529898e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -25299006.000000 Penalty: 6060.187500
	Iteration 41Q: 3 clusters Score -2.529901e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 193852 members 
Entering Unmasked Estep 
Score: -25298984.000000 Penalty: 6060.187500
	Iteration 42Q: 3 clusters Score -2.529898e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -25298954.000000 Penalty: 6060.187500
	Iteration 43Q: 3 clusters Score -2.529895e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 194143 members 
Entering Unmasked Estep 
Score: -25298942.000000 Penalty: 6060.187500
	Iteration 44Q: 3 clusters Score -2.529894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 194289 members 
Entering Unmasked Estep 
Score: -25298968.000000 Penalty: 6060.187500
	Iteration 45Q: 3 clusters Score -2.529897e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 194415 members 
Entering Unmasked Estep 
Score: -25298900.000000 Penalty: 6060.187500
	Iteration 46Q: 3 clusters Score -2.52989e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 194546 members 
Entering Unmasked Estep 
Score: -25298962.000000 Penalty: 6060.187500
	Iteration 47Q: 3 clusters Score -2.529896e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 194650 members 
Entering Unmasked Estep 
Score: -25298978.000000 Penalty: 6060.187500
	Iteration 48Q: 3 clusters Score -2.529898e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -25298972.000000 Penalty: 6060.187500
	Iteration 49Q: 3 clusters Score -2.529897e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 194860 members 
Entering Unmasked Estep 
Score: -25299008.000000 Penalty: 6060.187500
	Iteration 50Q: 3 clusters Score -2.529901e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 194956 members 
Entering Unmasked Estep 
Score: -25299058.000000 Penalty: 6060.187500
	Iteration 51Q: 3 clusters Score -2.529906e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -25299044.000000 Penalty: 6060.187500
	Iteration 52Q: 3 clusters Score -2.529904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -25299010.000000 Penalty: 6060.187500
	Iteration 53Q: 3 clusters Score -2.529901e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
Score: -25299028.000000 Penalty: 6060.187500
	Iteration 54Q: 3 clusters Score -2.529903e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 195223 members 
Entering Unmasked Estep 
Score: -25299062.000000 Penalty: 6060.187500
	Iteration 55Q: 3 clusters Score -2.529906e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 195291 members 
Entering Unmasked Estep 
Score: -25299076.000000 Penalty: 6060.187500
	Iteration 56Q: 3 clusters Score -2.529908e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 195369 members 
Entering Unmasked Estep 
Score: -25299114.000000 Penalty: 6060.187500
	Iteration 57Q: 3 clusters Score -2.529911e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 195444 members 
Entering Unmasked Estep 
Score: -25299122.000000 Penalty: 6060.187500
	Iteration 58Q: 3 clusters Score -2.529912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 195506 members 
Entering Unmasked Estep 
Score: -25299102.000000 Penalty: 6060.187500
	Iteration 59Q: 3 clusters Score -2.52991e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -25299076.000000 Penalty: 6060.187500
	Iteration 60F: 3 clusters Score -2.529908e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 195625 members 
Entering Unmasked Estep 
Score: -25299104.000000 Penalty: 6060.187500
	Iteration 61Q: 3 clusters Score -2.52991e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -25299096.000000 Penalty: 6060.187500
	Iteration 62Q: 3 clusters Score -2.52991e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 195745 members 
Entering Unmasked Estep 
Score: -25299072.000000 Penalty: 6060.187500
	Iteration 63Q: 3 clusters Score -2.529907e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -25299094.000000 Penalty: 6060.187500
	Iteration 64Q: 3 clusters Score -2.529909e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -25299090.000000 Penalty: 6060.187500
	Iteration 65Q: 3 clusters Score -2.529909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -25299100.000000 Penalty: 6060.187500
	Iteration 66Q: 3 clusters Score -2.52991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -25299082.000000 Penalty: 6060.187500
	Iteration 67Q: 3 clusters Score -2.529908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 196010 members 
Entering Unmasked Estep 
Score: -25299096.000000 Penalty: 6060.187500
	Iteration 68Q: 3 clusters Score -2.52991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 196045 members 
Entering Unmasked Estep 
Score: -25299090.000000 Penalty: 6060.187500
	Iteration 69Q: 3 clusters Score -2.529909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 196070 members 
Entering Unmasked Estep 
Score: -25299112.000000 Penalty: 6060.187500
	Iteration 70Q: 3 clusters Score -2.529911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 196095 members 
Entering Unmasked Estep 
Score: -25299130.000000 Penalty: 6060.187500
	Iteration 71Q: 3 clusters Score -2.529913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 196122 members 
Entering Unmasked Estep 
Score: -25299110.000000 Penalty: 6060.187500
	Iteration 72Q: 3 clusters Score -2.529911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 196150 members 
Entering Unmasked Estep 
Score: -25299130.000000 Penalty: 6060.187500
	Iteration 73Q: 3 clusters Score -2.529913e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 196179 members 
Entering Unmasked Estep 
Score: -25299104.000000 Penalty: 6060.187500
	Iteration 74Q: 3 clusters Score -2.52991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -25299078.000000 Penalty: 6060.187500
	Iteration 75Q: 3 clusters Score -2.529908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 196238 members 
Entering Unmasked Estep 
Score: -25299078.000000 Penalty: 6060.187500
	Iteration 76Q: 3 clusters Score -2.529908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 196268 members 
Entering Unmasked Estep 
Score: -25299074.000000 Penalty: 6060.187500
	Iteration 77Q: 3 clusters Score -2.529907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 196297 members 
Entering Unmasked Estep 
Score: -25299078.000000 Penalty: 6060.187500
	Iteration 78Q: 3 clusters Score -2.529908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 196325 members 
Entering Unmasked Estep 
Score: -25299086.000000 Penalty: 6060.187500
	Iteration 79Q: 3 clusters Score -2.529909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -25299112.000000 Penalty: 6060.187500
	Iteration 80F: 3 clusters Score -2.529911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 6060.187500
	Iteration 81Q: 3 clusters Score -2.529914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 196404 members 
Entering Unmasked Estep 
Score: -25299148.000000 Penalty: 6060.187500
	Iteration 82Q: 3 clusters Score -2.529915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 196430 members 
Entering Unmasked Estep 
Score: -25299154.000000 Penalty: 6060.187500
	Iteration 83Q: 3 clusters Score -2.529915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -25299160.000000 Penalty: 6060.187500
	Iteration 84Q: 3 clusters Score -2.529916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 196475 members 
Entering Unmasked Estep 
Score: -25299126.000000 Penalty: 6060.187500
	Iteration 85Q: 3 clusters Score -2.529913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 196494 members 
Entering Unmasked Estep 
Score: -25299110.000000 Penalty: 6060.187500
	Iteration 86Q: 3 clusters Score -2.529911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 196518 members 
Entering Unmasked Estep 
Score: -25299122.000000 Penalty: 6060.187500
	Iteration 87Q: 3 clusters Score -2.529912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 196542 members 
Entering Unmasked Estep 
Score: -25299102.000000 Penalty: 6060.187500
	Iteration 88Q: 3 clusters Score -2.52991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 196554 members 
Entering Unmasked Estep 
Score: -25299092.000000 Penalty: 6060.187500
	Iteration 89Q: 3 clusters Score -2.529909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 196567 members 
Entering Unmasked Estep 
Score: -25299092.000000 Penalty: 6060.187500
	Iteration 90Q: 3 clusters Score -2.529909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -25299098.000000 Penalty: 6060.187500
	Iteration 91Q: 3 clusters Score -2.52991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 196595 members 
Entering Unmasked Estep 
Score: -25299088.000000 Penalty: 6060.187500
	Iteration 92Q: 3 clusters Score -2.529909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 196608 members 
Entering Unmasked Estep 
Score: -25299082.000000 Penalty: 6060.187500
	Iteration 93Q: 3 clusters Score -2.529908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 196619 members 
Entering Unmasked Estep 
Score: -25299072.000000 Penalty: 6060.187500
	Iteration 94Q: 3 clusters Score -2.529907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 196627 members 
Entering Unmasked Estep 
Score: -25299070.000000 Penalty: 6060.187500
	Iteration 95Q: 3 clusters Score -2.529907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -25299072.000000 Penalty: 6060.187500
	Iteration 96Q: 3 clusters Score -2.529907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -25299070.000000 Penalty: 6060.187500
	Iteration 97Q: 3 clusters Score -2.529907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -25299084.000000 Penalty: 6060.187500
	Iteration 98Q: 3 clusters Score -2.529908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 196669 members 
Entering Unmasked Estep 
Score: -25299108.000000 Penalty: 6060.187500
	Iteration 99Q: 3 clusters Score -2.529911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 196677 members 
Entering Unmasked Estep 
Score: -25299092.000000 Penalty: 6060.187500
	Iteration 100F: 3 clusters Score -2.529909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 196681 members 
Entering Unmasked Estep 
Score: -25299088.000000 Penalty: 6060.187500
	Iteration 101Q: 3 clusters Score -2.529909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 196684 members 
Entering Unmasked Estep 
Score: -25299104.000000 Penalty: 6060.187500
	Iteration 102Q: 3 clusters Score -2.52991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -25299108.000000 Penalty: 6060.187500
	Iteration 103Q: 3 clusters Score -2.529911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 196691 members 
Entering Unmasked Estep 
Score: -25299106.000000 Penalty: 6060.187500
	Iteration 104Q: 3 clusters Score -2.529911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -25299132.000000 Penalty: 6060.187500
	Iteration 105Q: 3 clusters Score -2.529913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -25299116.000000 Penalty: 6060.187500
	Iteration 106Q: 3 clusters Score -2.529912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 196713 members 
Entering Unmasked Estep 
Score: -25299108.000000 Penalty: 6060.187500
	Iteration 107Q: 3 clusters Score -2.529911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 196716 members 
Entering Unmasked Estep 
Score: -25299118.000000 Penalty: 6060.187500
	Iteration 108Q: 3 clusters Score -2.529912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 196722 members 
Entering Unmasked Estep 
Score: -25299134.000000 Penalty: 6060.187500
	Iteration 109Q: 3 clusters Score -2.529913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 196732 members 
Entering Unmasked Estep 
Score: -25299144.000000 Penalty: 6060.187500
	Iteration 110Q: 3 clusters Score -2.529914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 196739 members 
Entering Unmasked Estep 
Score: -25299156.000000 Penalty: 6060.187500
	Iteration 111Q: 3 clusters Score -2.529916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 196742 members 
Entering Unmasked Estep 
Score: -25299152.000000 Penalty: 6060.187500
	Iteration 112Q: 3 clusters Score -2.529915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 196747 members 
Entering Unmasked Estep 
Score: -25299146.000000 Penalty: 6060.187500
	Iteration 113Q: 3 clusters Score -2.529915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -25299134.000000 Penalty: 6060.187500
	Iteration 114Q: 3 clusters Score -2.529913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 196753 members 
Entering Unmasked Estep 
Score: -25299138.000000 Penalty: 6060.187500
	Iteration 115Q: 3 clusters Score -2.529914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 196755 members 
Entering Unmasked Estep 
Score: -25299134.000000 Penalty: 6060.187500
	Iteration 116Q: 3 clusters Score -2.529913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 196756 members 
Entering Unmasked Estep 
Score: -25299136.000000 Penalty: 6060.187500
	Iteration 117Q: 3 clusters Score -2.529914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 196758 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 6060.187500
	Iteration 118Q: 3 clusters Score -2.529914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 196759 members 
Entering Unmasked Estep 
Score: -25299140.000000 Penalty: 6060.187500
	Iteration 119Q: 3 clusters Score -2.529914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 6060.187500
	Iteration 120F: 3 clusters Score -2.529914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 196761 members 
Entering Unmasked Estep 
Score: -25299126.000000 Penalty: 6060.187500
	Iteration 121Q: 3 clusters Score -2.529913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 196761 members 
Entering Unmasked Estep 
Score: -25299122.000000 Penalty: 6060.187500
	Iteration 122Q: 3 clusters Score -2.529912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -25299130.000000 Penalty: 6060.187500
	Iteration 123Q: 3 clusters Score -2.529913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -25299130.000000 Penalty: 6060.187500
	Iteration 124F: 3 clusters Score -2.529913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -333377.531250 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -333377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -330095.093750 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -330095.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -330896.031250 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -330896 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -331131.625000 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -331131.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -331291.812500 Penalty: 3989.656738
	Iteration 3F: 3 clusters Score -331291.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -331401.062500 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -331401.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -331485.843750 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -331485.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -331567.906250 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -331567.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -331647.468750 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -331647.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -331734.718750 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -331734.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -331810.500000 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -331810.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -331895.750000 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -331895.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -331965.687500 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -331965.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -332014.156250 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -332014.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -332045.437500 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -332045.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -332069.250000 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -332069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -332086.468750 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -332086.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -332097.031250 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -332097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -332104.406250 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -332104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -332111.406250 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -332111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -332120.781250 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -332120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -332138.437500 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -332138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -332157.093750 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -332157.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -332162.843750 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -332162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -332166.500000 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -332166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -332167.531250 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -332167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -332167.531250 Penalty: 3989.656738
	Iteration 25F: 3 clusters Score -332167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -168511.625000 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -168511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166228.562500 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -166228.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166610.984375 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -166611 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166749.562500 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -166749.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166852.093750 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -166852.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166915.578125 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -166915.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166969.109375 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -166969.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167006.187500 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -167006.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -167036.906250 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -167036.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -167055.562500 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -167055.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -167066.640625 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -167066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -167077.109375 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -167077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -167090.312500 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -167090.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -167100.718750 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -167100.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167105.250000 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -167105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167109.468750 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -167109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -167115.765625 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -167115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -167117.156250 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -167117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -167117.531250 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -167117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -167117.531250 Penalty: 3625.369141
	Iteration 18F: 3 clusters Score -167117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -11866.321289 Penalty: 1242.637573
	Iteration 0F: 2 clusters Score -11866.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10884.559570 Penalty: 2485.275146
	Iteration 0F: 3 clusters Score -10884.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10977.960938 Penalty: 2485.275146
	Iteration 1F: 3 clusters Score -10977.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11032.561523 Penalty: 2485.275146
	Iteration 2Q: 3 clusters Score -11032.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11058.350586 Penalty: 2485.275146
	Iteration 3Q: 3 clusters Score -11058.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11070.406250 Penalty: 2485.275146
	Iteration 4Q: 3 clusters Score -11070.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11070.406250 Penalty: 2485.275146
	Iteration 5F: 3 clusters Score -11070.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -51277.441406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -51277.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49778.554688 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -49778.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50034.894531 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -50034.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50109.308594 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -50109.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50138.570312 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -50138.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50154.027344 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -50154.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50170.378906 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -50170.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50186.722656 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -50186.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50205.203125 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -50205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50216.457031 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -50216.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50231.296875 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -50231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50236.882812 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -50236.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50240.785156 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -50240.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50240.785156 Penalty: 3076.457764
	Iteration 12F: 3 clusters Score -50240.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26330.562500 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -26330.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25188.171875 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -25188.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25361.599609 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -25361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25626.904297 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -25626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25707.091797 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -25707.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25750.585938 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25750.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25760.929688 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25760.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25781.591797 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -25781.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25794.490234 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -25794.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25801.638672 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -25801.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25803.412109 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -25803.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25805.498047 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -25805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25815.388672 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -25815.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25815.388672 Penalty: 2794.855469
	Iteration 12F: 3 clusters Score -25815.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320636 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36811 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20463 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31335 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 159573 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35830 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202424 members 
Mstep: Class 44 contains 3114 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 166335.640625
Iteration 199Q: 49 clusters Score -1.42008e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17693 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320636 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36805 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20464 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31334 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159567 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35833 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9202 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202425 members 
Mstep: Class 44 contains 3115 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 166335.640625
Iteration 200F: 49 clusters Score -1.42008e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320641 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 21869 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 36796 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20469 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31334 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159559 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35836 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9197 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202426 members 
Mstep: Class 44 contains 3117 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 201Q: 49 clusters Score -1.42008e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14723 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17694 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320643 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 5512 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36782 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20474 members 
Mstep: Class 26 contains 50893 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31332 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159550 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35836 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9196 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202438 members 
Mstep: Class 44 contains 3120 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 202Q: 49 clusters Score -1.42008e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17695 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320648 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5512 members 
Mstep: Class 13 contains 21874 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36775 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20480 members 
Mstep: Class 26 contains 50892 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31331 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159542 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35838 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202438 members 
Mstep: Class 44 contains 3121 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 203Q: 49 clusters Score -1.42008e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17696 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320652 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38918 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36766 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20484 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31330 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159534 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35841 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202445 members 
Mstep: Class 44 contains 3121 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 204Q: 49 clusters Score -1.42008e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320652 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36765 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20486 members 
Mstep: Class 26 contains 50890 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31329 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159529 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35844 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202442 members 
Mstep: Class 44 contains 3122 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 166335.640625
Iteration 205Q: 49 clusters Score -1.42008e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320656 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36765 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20489 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31328 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159522 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35849 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202436 members 
Mstep: Class 44 contains 3123 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 166335.640625
Iteration 206Q: 49 clusters Score -1.420079e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320665 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36763 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20492 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31328 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159515 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35854 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202428 members 
Mstep: Class 44 contains 3123 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 166335.640625
Iteration 207Q: 49 clusters Score -1.420079e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320668 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36758 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20494 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31327 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159509 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35860 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202429 members 
Mstep: Class 44 contains 3124 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 166335.640625
Iteration 208Q: 49 clusters Score -1.420079e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320669 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 21876 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36752 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20504 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31325 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159501 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35863 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202430 members 
Mstep: Class 44 contains 3126 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 209Q: 49 clusters Score -1.42008e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320671 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 21876 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38919 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36741 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20508 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31323 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159493 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35865 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202439 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008128.000000 Penalty: 166335.640625
Iteration 210Q: 49 clusters Score -1.420081e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17697 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320674 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5517 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38923 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36736 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20505 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31322 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159482 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35866 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202446 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 211Q: 49 clusters Score -1.42008e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17698 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320675 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5519 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36726 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51355 members 
Mstep: Class 24 contains 6803 members 
Mstep: Class 25 contains 20510 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31319 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159473 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4536 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202454 members 
Mstep: Class 44 contains 3139 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008064.000000 Penalty: 166335.640625
Iteration 212Q: 49 clusters Score -1.420081e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 8 contains 320679 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5520 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36715 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51354 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20514 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31317 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159467 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15851 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202459 members 
Mstep: Class 44 contains 3141 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 213Q: 49 clusters Score -1.42008e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320682 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5520 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38923 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36706 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20511 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31314 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159463 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202470 members 
Mstep: Class 44 contains 3142 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 166335.640625
Iteration 214Q: 49 clusters Score -1.42008e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320685 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38923 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36698 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20517 members 
Mstep: Class 26 contains 50891 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31312 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159461 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202471 members 
Mstep: Class 44 contains 3142 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 166335.640625
Iteration 215Q: 49 clusters Score -1.42008e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320691 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38923 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 36693 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51357 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20522 members 
Mstep: Class 26 contains 50893 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31310 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 159458 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202467 members 
Mstep: Class 44 contains 3142 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 166335.640625
Iteration 216Q: 49 clusters Score -1.42008e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320691 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 36688 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20527 members 
Mstep: Class 26 contains 50894 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31308 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159454 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202471 members 
Mstep: Class 44 contains 3143 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 166335.640625
Iteration 217Q: 49 clusters Score -1.42008e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320689 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38924 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18294 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20531 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31307 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159453 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202474 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 166335.640625
Iteration 218Q: 49 clusters Score -1.42008e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320688 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38923 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20531 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159452 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202476 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 166335.640625
Iteration 219Q: 49 clusters Score -1.42008e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320691 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159451 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202475 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 166335.640625
Iteration 220F: 49 clusters Score -1.420079e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320696 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202470 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 166335.640625
Iteration 221Q: 49 clusters Score -1.42008e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320699 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202467 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 166335.640625
Iteration 222Q: 49 clusters Score -1.42008e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320702 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202464 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 166335.640625
Iteration 223Q: 49 clusters Score -1.42008e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320705 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202461 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 166335.640625
Iteration 224Q: 49 clusters Score -1.420079e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320707 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202459 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 166335.640625
Iteration 225Q: 49 clusters Score -1.420079e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 17700 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 320707 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 5523 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 36684 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 1797 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 51356 members 
Mstep: Class 24 contains 6804 members 
Mstep: Class 25 contains 20533 members 
Mstep: Class 26 contains 50895 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 31306 members 
Mstep: Class 29 contains 151 members 
Mstep: Class 30 contains 5998 members 
Mstep: Class 31 contains 159450 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4537 members 
Mstep: Class 35 contains 35869 members 
Mstep: Class 36 contains 15850 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 9194 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 352 members 
Mstep: Class 41 contains 1022 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 202459 members 
Mstep: Class 44 contains 3144 members 
Mstep: Class 45 contains 1494 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 494 members 
Mstep: Class 48 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 166335.640625
Iteration 226F: 49 clusters Score -1.420079e+08 nChanged 0
Entering ConstructFrom: 
Score: -142007920.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (26768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Entering Unmasked Estep 
Score: -3299683.000000 Penalty: 2528.350586
	Iteration 0F: 2 clusters Score -3299683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3281360.250000 Penalty: 5056.701172
	Iteration 0F: 3 clusters Score -3281360 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3287979.750000 Penalty: 5056.701172
	Iteration 1F: 3 clusters Score -3287980 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3288806.250000 Penalty: 5056.701172
	Iteration 2F: 3 clusters Score -3288806 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3290016.250000 Penalty: 5056.701172
	Iteration 3F: 3 clusters Score -3290016 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3291714.000000 Penalty: 5056.701172
	Iteration 4F: 3 clusters Score -3291714 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3293457.000000 Penalty: 5056.701172
	Iteration 5F: 3 clusters Score -3293457 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3294765.000000 Penalty: 5056.701172
	Iteration 6F: 3 clusters Score -3294765 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3295609.500000 Penalty: 5056.701172
	Iteration 7F: 3 clusters Score -3295610 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3296153.250000 Penalty: 5056.701172
	Iteration 8Q: 3 clusters Score -3296153 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3296535.000000 Penalty: 5056.701172
	Iteration 9Q: 3 clusters Score -3296535 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3296881.750000 Penalty: 5056.701172
	Iteration 10Q: 3 clusters Score -3296882 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3297162.750000 Penalty: 5056.701172
	Iteration 11Q: 3 clusters Score -3297163 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3297441.000000 Penalty: 5056.701172
	Iteration 12Q: 3 clusters Score -3297441 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3297701.750000 Penalty: 5056.701172
	Iteration 13Q: 3 clusters Score -3297702 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3297912.000000 Penalty: 5056.701172
	Iteration 14Q: 3 clusters Score -3297912 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3298092.250000 Penalty: 5056.701172
	Iteration 15Q: 3 clusters Score -3298092 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3298233.500000 Penalty: 5056.701172
	Iteration 16Q: 3 clusters Score -3298234 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3298402.750000 Penalty: 5056.701172
	Iteration 17Q: 3 clusters Score -3298403 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3298539.250000 Penalty: 5056.701172
	Iteration 18Q: 3 clusters Score -3298539 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3298619.000000 Penalty: 5056.701172
	Iteration 19Q: 3 clusters Score -3298619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3298696.000000 Penalty: 5056.701172
	Iteration 20F: 3 clusters Score -3298696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3298749.000000 Penalty: 5056.701172
	Iteration 21Q: 3 clusters Score -3298749 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3298795.750000 Penalty: 5056.701172
	Iteration 22Q: 3 clusters Score -3298796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3298836.000000 Penalty: 5056.701172
	Iteration 23Q: 3 clusters Score -3298836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3298863.250000 Penalty: 5056.701172
	Iteration 24Q: 3 clusters Score -3298863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3298874.500000 Penalty: 5056.701172
	Iteration 25Q: 3 clusters Score -3298874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3298896.500000 Penalty: 5056.701172
	Iteration 26Q: 3 clusters Score -3298896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3298892.500000 Penalty: 5056.701172
	Iteration 27Q: 3 clusters Score -3298892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3298895.500000 Penalty: 5056.701172
	Iteration 28Q: 3 clusters Score -3298896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3298895.000000 Penalty: 5056.701172
	Iteration 29Q: 3 clusters Score -3298895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3298890.000000 Penalty: 5056.701172
	Iteration 30Q: 3 clusters Score -3298890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3298900.750000 Penalty: 5056.701172
	Iteration 31Q: 3 clusters Score -3298901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3298906.500000 Penalty: 5056.701172
	Iteration 32Q: 3 clusters Score -3298906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3298907.500000 Penalty: 5056.701172
	Iteration 33Q: 3 clusters Score -3298908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3298905.750000 Penalty: 5056.701172
	Iteration 34Q: 3 clusters Score -3298906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3298911.250000 Penalty: 5056.701172
	Iteration 35Q: 3 clusters Score -3298911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3298914.000000 Penalty: 5056.701172
	Iteration 36Q: 3 clusters Score -3298914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3298914.750000 Penalty: 5056.701172
	Iteration 37Q: 3 clusters Score -3298915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3298918.000000 Penalty: 5056.701172
	Iteration 38Q: 3 clusters Score -3298918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3298920.750000 Penalty: 5056.701172
	Iteration 39Q: 3 clusters Score -3298921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3298927.750000 Penalty: 5056.701172
	Iteration 40F: 3 clusters Score -3298928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3298937.750000 Penalty: 5056.701172
	Iteration 41Q: 3 clusters Score -3298938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3298928.000000 Penalty: 5056.701172
	Iteration 42Q: 3 clusters Score -3298928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3298933.750000 Penalty: 5056.701172
	Iteration 43Q: 3 clusters Score -3298934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3298931.750000 Penalty: 5056.701172
	Iteration 44Q: 3 clusters Score -3298932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3298927.000000 Penalty: 5056.701172
	Iteration 45Q: 3 clusters Score -3298927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3298922.250000 Penalty: 5056.701172
	Iteration 46Q: 3 clusters Score -3298922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3298924.000000 Penalty: 5056.701172
	Iteration 47Q: 3 clusters Score -3298924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3298930.250000 Penalty: 5056.701172
	Iteration 48Q: 3 clusters Score -3298930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3298930.000000 Penalty: 5056.701172
	Iteration 49Q: 3 clusters Score -3298930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3298935.000000 Penalty: 5056.701172
	Iteration 50Q: 3 clusters Score -3298935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3298934.500000 Penalty: 5056.701172
	Iteration 51Q: 3 clusters Score -3298934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3298934.250000 Penalty: 5056.701172
	Iteration 52Q: 3 clusters Score -3298934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3298940.250000 Penalty: 5056.701172
	Iteration 53Q: 3 clusters Score -3298940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3298939.250000 Penalty: 5056.701172
	Iteration 54Q: 3 clusters Score -3298939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3298938.250000 Penalty: 5056.701172
	Iteration 55Q: 3 clusters Score -3298938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3298943.250000 Penalty: 5056.701172
	Iteration 56Q: 3 clusters Score -3298943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3298939.000000 Penalty: 5056.701172
	Iteration 57Q: 3 clusters Score -3298939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3298942.000000 Penalty: 5056.701172
	Iteration 58Q: 3 clusters Score -3298942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3298944.250000 Penalty: 5056.701172
	Iteration 59Q: 3 clusters Score -3298944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3298943.250000 Penalty: 5056.701172
	Iteration 60F: 3 clusters Score -3298943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3298938.250000 Penalty: 5056.701172
	Iteration 61Q: 3 clusters Score -3298938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3298939.250000 Penalty: 5056.701172
	Iteration 62Q: 3 clusters Score -3298939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3298938.500000 Penalty: 5056.701172
	Iteration 63Q: 3 clusters Score -3298938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3298939.500000 Penalty: 5056.701172
	Iteration 64Q: 3 clusters Score -3298940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3298939.250000 Penalty: 5056.701172
	Iteration 65Q: 3 clusters Score -3298939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3298938.250000 Penalty: 5056.701172
	Iteration 66Q: 3 clusters Score -3298938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3298936.000000 Penalty: 5056.701172
	Iteration 67Q: 3 clusters Score -3298936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3298936.000000 Penalty: 5056.701172
	Iteration 68F: 3 clusters Score -3298936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Entering Unmasked Estep 
Score: -1558222.125000 Penalty: 2336.530273
	Iteration 0F: 2 clusters Score -1558222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1549134.375000 Penalty: 4673.060547
	Iteration 0F: 3 clusters Score -1549134 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1551921.500000 Penalty: 4673.060547
	Iteration 1F: 3 clusters Score -1551922 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1552246.000000 Penalty: 4673.060547
	Iteration 2F: 3 clusters Score -1552246 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1552519.125000 Penalty: 4673.060547
	Iteration 3Q: 3 clusters Score -1552519 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1552830.250000 Penalty: 4673.060547
	Iteration 4Q: 3 clusters Score -1552830 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1553246.000000 Penalty: 4673.060547
	Iteration 5Q: 3 clusters Score -1553246 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1553706.625000 Penalty: 4673.060547
	Iteration 6Q: 3 clusters Score -1553707 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1554180.625000 Penalty: 4673.060547
	Iteration 7F: 3 clusters Score -1554181 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1554729.625000 Penalty: 4673.060547
	Iteration 8F: 3 clusters Score -1554730 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1555282.000000 Penalty: 4673.060547
	Iteration 9F: 3 clusters Score -1555282 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1555841.500000 Penalty: 4673.060547
	Iteration 10F: 3 clusters Score -1555842 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1556342.375000 Penalty: 4673.060547
	Iteration 11Q: 3 clusters Score -1556342 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1556665.875000 Penalty: 4673.060547
	Iteration 12Q: 3 clusters Score -1556666 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1556913.125000 Penalty: 4673.060547
	Iteration 13Q: 3 clusters Score -1556913 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1557090.375000 Penalty: 4673.060547
	Iteration 14Q: 3 clusters Score -1557090 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1557228.375000 Penalty: 4673.060547
	Iteration 15Q: 3 clusters Score -1557228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1557308.375000 Penalty: 4673.060547
	Iteration 16Q: 3 clusters Score -1557308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1557363.000000 Penalty: 4673.060547
	Iteration 17Q: 3 clusters Score -1557363 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1557396.250000 Penalty: 4673.060547
	Iteration 18Q: 3 clusters Score -1557396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1557412.625000 Penalty: 4673.060547
	Iteration 19Q: 3 clusters Score -1557413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1557432.000000 Penalty: 4673.060547
	Iteration 20F: 3 clusters Score -1557432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1557438.250000 Penalty: 4673.060547
	Iteration 21Q: 3 clusters Score -1557438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1557448.875000 Penalty: 4673.060547
	Iteration 22Q: 3 clusters Score -1557449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1557463.750000 Penalty: 4673.060547
	Iteration 23Q: 3 clusters Score -1557464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1557465.750000 Penalty: 4673.060547
	Iteration 24Q: 3 clusters Score -1557466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1557475.125000 Penalty: 4673.060547
	Iteration 25Q: 3 clusters Score -1557475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1557476.625000 Penalty: 4673.060547
	Iteration 26Q: 3 clusters Score -1557477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1557483.250000 Penalty: 4673.060547
	Iteration 27Q: 3 clusters Score -1557483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1557485.625000 Penalty: 4673.060547
	Iteration 28Q: 3 clusters Score -1557486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1557487.750000 Penalty: 4673.060547
	Iteration 29Q: 3 clusters Score -1557488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1557491.625000 Penalty: 4673.060547
	Iteration 30Q: 3 clusters Score -1557492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1557503.875000 Penalty: 4673.060547
	Iteration 31Q: 3 clusters Score -1557504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1557505.875000 Penalty: 4673.060547
	Iteration 32Q: 3 clusters Score -1557506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1557503.500000 Penalty: 4673.060547
	Iteration 33Q: 3 clusters Score -1557504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1557509.750000 Penalty: 4673.060547
	Iteration 34Q: 3 clusters Score -1557510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1557508.750000 Penalty: 4673.060547
	Iteration 35Q: 3 clusters Score -1557509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1557508.500000 Penalty: 4673.060547
	Iteration 36Q: 3 clusters Score -1557508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1557515.125000 Penalty: 4673.060547
	Iteration 37Q: 3 clusters Score -1557515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1557515.375000 Penalty: 4673.060547
	Iteration 38Q: 3 clusters Score -1557515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1557512.750000 Penalty: 4673.060547
	Iteration 39Q: 3 clusters Score -1557513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1557514.000000 Penalty: 4673.060547
	Iteration 40F: 3 clusters Score -1557514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1557519.125000 Penalty: 4673.060547
	Iteration 41Q: 3 clusters Score -1557519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1557518.250000 Penalty: 4673.060547
	Iteration 42Q: 3 clusters Score -1557518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1557518.125000 Penalty: 4673.060547
	Iteration 43Q: 3 clusters Score -1557518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1557519.875000 Penalty: 4673.060547
	Iteration 44Q: 3 clusters Score -1557520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1557519.875000 Penalty: 4673.060547
	Iteration 45F: 3 clusters Score -1557520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Entering Unmasked Estep 
Score: -1797225.000000 Penalty: 2380.046631
	Iteration 0F: 2 clusters Score -1797225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1786563.375000 Penalty: 4760.093262
	Iteration 0F: 3 clusters Score -1786563 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1790324.250000 Penalty: 4760.093262
	Iteration 1F: 3 clusters Score -1790324 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1791171.000000 Penalty: 4760.093262
	Iteration 2F: 3 clusters Score -1791171 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1792052.625000 Penalty: 4760.093262
	Iteration 3F: 3 clusters Score -1792053 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1792873.000000 Penalty: 4760.093262
	Iteration 4F: 3 clusters Score -1792873 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1793597.500000 Penalty: 4760.093262
	Iteration 5F: 3 clusters Score -1793598 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1794251.625000 Penalty: 4760.093262
	Iteration 6F: 3 clusters Score -1794252 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1794751.375000 Penalty: 4760.093262
	Iteration 7F: 3 clusters Score -1794751 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1795063.000000 Penalty: 4760.093262
	Iteration 8Q: 3 clusters Score -1795063 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1795272.250000 Penalty: 4760.093262
	Iteration 9Q: 3 clusters Score -1795272 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1795433.375000 Penalty: 4760.093262
	Iteration 10Q: 3 clusters Score -1795433 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1795552.500000 Penalty: 4760.093262
	Iteration 11Q: 3 clusters Score -1795552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1795638.375000 Penalty: 4760.093262
	Iteration 12Q: 3 clusters Score -1795638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1795723.375000 Penalty: 4760.093262
	Iteration 13Q: 3 clusters Score -1795723 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1795811.000000 Penalty: 4760.093262
	Iteration 14Q: 3 clusters Score -1795811 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1795929.625000 Penalty: 4760.093262
	Iteration 15Q: 3 clusters Score -1795930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1796037.250000 Penalty: 4760.093262
	Iteration 16Q: 3 clusters Score -1796037 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1796113.250000 Penalty: 4760.093262
	Iteration 17Q: 3 clusters Score -1796113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1796169.125000 Penalty: 4760.093262
	Iteration 18Q: 3 clusters Score -1796169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1796213.875000 Penalty: 4760.093262
	Iteration 19Q: 3 clusters Score -1796214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1796268.000000 Penalty: 4760.093262
	Iteration 20F: 3 clusters Score -1796268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1796290.875000 Penalty: 4760.093262
	Iteration 21Q: 3 clusters Score -1796291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1796326.500000 Penalty: 4760.093262
	Iteration 22Q: 3 clusters Score -1796326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1796348.500000 Penalty: 4760.093262
	Iteration 23Q: 3 clusters Score -1796348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1796365.250000 Penalty: 4760.093262
	Iteration 24Q: 3 clusters Score -1796365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1796384.625000 Penalty: 4760.093262
	Iteration 25Q: 3 clusters Score -1796385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1796393.375000 Penalty: 4760.093262
	Iteration 26Q: 3 clusters Score -1796393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1796408.625000 Penalty: 4760.093262
	Iteration 27Q: 3 clusters Score -1796409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1796436.625000 Penalty: 4760.093262
	Iteration 28Q: 3 clusters Score -1796437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1796447.875000 Penalty: 4760.093262
	Iteration 29Q: 3 clusters Score -1796448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1796473.000000 Penalty: 4760.093262
	Iteration 30Q: 3 clusters Score -1796473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1796522.750000 Penalty: 4760.093262
	Iteration 31Q: 3 clusters Score -1796523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1796553.625000 Penalty: 4760.093262
	Iteration 32Q: 3 clusters Score -1796554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1796566.500000 Penalty: 4760.093262
	Iteration 33Q: 3 clusters Score -1796566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1796588.375000 Penalty: 4760.093262
	Iteration 34Q: 3 clusters Score -1796588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1796602.625000 Penalty: 4760.093262
	Iteration 35Q: 3 clusters Score -1796603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1796613.750000 Penalty: 4760.093262
	Iteration 36Q: 3 clusters Score -1796614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1796622.000000 Penalty: 4760.093262
	Iteration 37Q: 3 clusters Score -1796622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1796625.000000 Penalty: 4760.093262
	Iteration 38Q: 3 clusters Score -1796625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1796628.625000 Penalty: 4760.093262
	Iteration 39Q: 3 clusters Score -1796629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1796632.375000 Penalty: 4760.093262
	Iteration 40F: 3 clusters Score -1796632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1796636.375000 Penalty: 4760.093262
	Iteration 41Q: 3 clusters Score -1796636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1796637.000000 Penalty: 4760.093262
	Iteration 42Q: 3 clusters Score -1796637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1796639.500000 Penalty: 4760.093262
	Iteration 43Q: 3 clusters Score -1796640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1796640.500000 Penalty: 4760.093262
	Iteration 44Q: 3 clusters Score -1796640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1796638.000000 Penalty: 4760.093262
	Iteration 45Q: 3 clusters Score -1796638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1796639.000000 Penalty: 4760.093262
	Iteration 46Q: 3 clusters Score -1796639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1796641.625000 Penalty: 4760.093262
	Iteration 47Q: 3 clusters Score -1796642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1796643.500000 Penalty: 4760.093262
	Iteration 48Q: 3 clusters Score -1796644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1796641.375000 Penalty: 4760.093262
	Iteration 49Q: 3 clusters Score -1796641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1796642.500000 Penalty: 4760.093262
	Iteration 50Q: 3 clusters Score -1796642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1796643.125000 Penalty: 4760.093262
	Iteration 51Q: 3 clusters Score -1796643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1796645.250000 Penalty: 4760.093262
	Iteration 52Q: 3 clusters Score -1796645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1796641.875000 Penalty: 4760.093262
	Iteration 53Q: 3 clusters Score -1796642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1796644.250000 Penalty: 4760.093262
	Iteration 54Q: 3 clusters Score -1796644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1796646.000000 Penalty: 4760.093262
	Iteration 55Q: 3 clusters Score -1796646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1796642.375000 Penalty: 4760.093262
	Iteration 56Q: 3 clusters Score -1796642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1796640.500000 Penalty: 4760.093262
	Iteration 57Q: 3 clusters Score -1796640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1796641.125000 Penalty: 4760.093262
	Iteration 58Q: 3 clusters Score -1796641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1796641.250000 Penalty: 4760.093262
	Iteration 59Q: 3 clusters Score -1796641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1796644.000000 Penalty: 4760.093262
	Iteration 60F: 3 clusters Score -1796644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1796644.250000 Penalty: 4760.093262
	Iteration 61Q: 3 clusters Score -1796644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1796648.875000 Penalty: 4760.093262
	Iteration 62Q: 3 clusters Score -1796649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1796653.125000 Penalty: 4760.093262
	Iteration 63Q: 3 clusters Score -1796653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1796655.000000 Penalty: 4760.093262
	Iteration 64Q: 3 clusters Score -1796655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1796655.000000 Penalty: 4760.093262
	Iteration 65F: 3 clusters Score -1796655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -76355.242188 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -76355.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74743.781250 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -74743.78 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74910.515625 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -74910.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74964.109375 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -74964.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74992.835938 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -74992.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75009.460938 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -75009.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75027.859375 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -75027.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75035.289062 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -75035.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75039.429688 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -75039.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75040.781250 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -75040.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75043.843750 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -75043.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75057.390625 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -75057.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75064.695312 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -75064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75066.257812 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -75066.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75067.812500 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -75067.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75071.867188 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -75071.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75074.085938 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -75074.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75074.085938 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -75074.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2254553.000000 Penalty: 2425.767334
	Iteration 0F: 2 clusters Score -2254553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2241900.750000 Penalty: 4851.534668
	Iteration 0F: 3 clusters Score -2241901 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2246109.500000 Penalty: 4851.534668
	Iteration 1F: 3 clusters Score -2246110 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2246469.500000 Penalty: 4851.534668
	Iteration 2F: 3 clusters Score -2246470 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2246778.250000 Penalty: 4851.534668
	Iteration 3Q: 3 clusters Score -2246778 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2247073.000000 Penalty: 4851.534668
	Iteration 4Q: 3 clusters Score -2247073 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2247385.000000 Penalty: 4851.534668
	Iteration 5Q: 3 clusters Score -2247385 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2247732.750000 Penalty: 4851.534668
	Iteration 6Q: 3 clusters Score -2247733 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2248103.250000 Penalty: 4851.534668
	Iteration 7Q: 3 clusters Score -2248103 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2248455.750000 Penalty: 4851.534668
	Iteration 8Q: 3 clusters Score -2248456 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2248874.250000 Penalty: 4851.534668
	Iteration 9Q: 3 clusters Score -2248874 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2249228.750000 Penalty: 4851.534668
	Iteration 10Q: 3 clusters Score -2249229 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2249588.500000 Penalty: 4851.534668
	Iteration 11Q: 3 clusters Score -2249588 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2249868.750000 Penalty: 4851.534668
	Iteration 12Q: 3 clusters Score -2249869 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2250127.750000 Penalty: 4851.534668
	Iteration 13Q: 3 clusters Score -2250128 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2250350.000000 Penalty: 4851.534668
	Iteration 14Q: 3 clusters Score -2250350 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2250531.250000 Penalty: 4851.534668
	Iteration 15Q: 3 clusters Score -2250531 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2250697.750000 Penalty: 4851.534668
	Iteration 16Q: 3 clusters Score -2250698 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2250834.250000 Penalty: 4851.534668
	Iteration 17Q: 3 clusters Score -2250834 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2250963.250000 Penalty: 4851.534668
	Iteration 18Q: 3 clusters Score -2250963 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2251083.000000 Penalty: 4851.534668
	Iteration 19Q: 3 clusters Score -2251083 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2251182.500000 Penalty: 4851.534668
	Iteration 20F: 3 clusters Score -2251182 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2251283.000000 Penalty: 4851.534668
	Iteration 21Q: 3 clusters Score -2251283 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2251369.750000 Penalty: 4851.534668
	Iteration 22Q: 3 clusters Score -2251370 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2251476.500000 Penalty: 4851.534668
	Iteration 23Q: 3 clusters Score -2251476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2251569.500000 Penalty: 4851.534668
	Iteration 24Q: 3 clusters Score -2251570 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2251652.500000 Penalty: 4851.534668
	Iteration 25Q: 3 clusters Score -2251652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2251728.750000 Penalty: 4851.534668
	Iteration 26Q: 3 clusters Score -2251729 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2251795.750000 Penalty: 4851.534668
	Iteration 27Q: 3 clusters Score -2251796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2251854.750000 Penalty: 4851.534668
	Iteration 28Q: 3 clusters Score -2251855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2251919.000000 Penalty: 4851.534668
	Iteration 29Q: 3 clusters Score -2251919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2251980.500000 Penalty: 4851.534668
	Iteration 30Q: 3 clusters Score -2251980 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2252039.250000 Penalty: 4851.534668
	Iteration 31Q: 3 clusters Score -2252039 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2252087.750000 Penalty: 4851.534668
	Iteration 32Q: 3 clusters Score -2252088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2252146.250000 Penalty: 4851.534668
	Iteration 33Q: 3 clusters Score -2252146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2252182.250000 Penalty: 4851.534668
	Iteration 34Q: 3 clusters Score -2252182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2252214.750000 Penalty: 4851.534668
	Iteration 35Q: 3 clusters Score -2252215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2252254.250000 Penalty: 4851.534668
	Iteration 36Q: 3 clusters Score -2252254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2252291.250000 Penalty: 4851.534668
	Iteration 37Q: 3 clusters Score -2252291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2252322.000000 Penalty: 4851.534668
	Iteration 38Q: 3 clusters Score -2252322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2252342.750000 Penalty: 4851.534668
	Iteration 39Q: 3 clusters Score -2252343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2252360.500000 Penalty: 4851.534668
	Iteration 40F: 3 clusters Score -2252360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2252385.750000 Penalty: 4851.534668
	Iteration 41Q: 3 clusters Score -2252386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2252411.250000 Penalty: 4851.534668
	Iteration 42Q: 3 clusters Score -2252411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2252423.250000 Penalty: 4851.534668
	Iteration 43Q: 3 clusters Score -2252423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2252436.250000 Penalty: 4851.534668
	Iteration 44Q: 3 clusters Score -2252436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2252458.750000 Penalty: 4851.534668
	Iteration 45Q: 3 clusters Score -2252459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2252468.000000 Penalty: 4851.534668
	Iteration 46Q: 3 clusters Score -2252468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2252478.250000 Penalty: 4851.534668
	Iteration 47Q: 3 clusters Score -2252478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2252484.000000 Penalty: 4851.534668
	Iteration 48Q: 3 clusters Score -2252484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2252490.500000 Penalty: 4851.534668
	Iteration 49Q: 3 clusters Score -2252490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2252502.250000 Penalty: 4851.534668
	Iteration 50Q: 3 clusters Score -2252502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2252508.250000 Penalty: 4851.534668
	Iteration 51Q: 3 clusters Score -2252508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2252514.500000 Penalty: 4851.534668
	Iteration 52Q: 3 clusters Score -2252514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2252521.250000 Penalty: 4851.534668
	Iteration 53Q: 3 clusters Score -2252521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2252523.250000 Penalty: 4851.534668
	Iteration 54Q: 3 clusters Score -2252523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2252529.500000 Penalty: 4851.534668
	Iteration 55Q: 3 clusters Score -2252530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2252534.250000 Penalty: 4851.534668
	Iteration 56Q: 3 clusters Score -2252534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2252538.500000 Penalty: 4851.534668
	Iteration 57Q: 3 clusters Score -2252538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2252549.500000 Penalty: 4851.534668
	Iteration 58Q: 3 clusters Score -2252550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2252555.500000 Penalty: 4851.534668
	Iteration 59Q: 3 clusters Score -2252556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2252553.500000 Penalty: 4851.534668
	Iteration 60F: 3 clusters Score -2252554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2252559.000000 Penalty: 4851.534668
	Iteration 61Q: 3 clusters Score -2252559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2252557.500000 Penalty: 4851.534668
	Iteration 62Q: 3 clusters Score -2252558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2252560.250000 Penalty: 4851.534668
	Iteration 63Q: 3 clusters Score -2252560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2252561.000000 Penalty: 4851.534668
	Iteration 64Q: 3 clusters Score -2252561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2252560.500000 Penalty: 4851.534668
	Iteration 65Q: 3 clusters Score -2252560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2252564.750000 Penalty: 4851.534668
	Iteration 66Q: 3 clusters Score -2252565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2252563.750000 Penalty: 4851.534668
	Iteration 67Q: 3 clusters Score -2252564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2252567.750000 Penalty: 4851.534668
	Iteration 68Q: 3 clusters Score -2252568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2252567.750000 Penalty: 4851.534668
	Iteration 69F: 3 clusters Score -2252568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -65056.746094 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -65056.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63516.335938 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -63516.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63735.929688 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -63735.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63785.593750 Penalty: 3142.187012
	Iteration 2Q: 3 clusters Score -63785.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63815.347656 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -63815.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63835.390625 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -63835.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63843.425781 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -63843.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63882.097656 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -63882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63907.000000 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -63907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63938.148438 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -63938.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63973.019531 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -63973.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64003.074219 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -64003.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64015.515625 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -64015.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64021.550781 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -64021.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64021.550781 Penalty: 3142.187012
	Iteration 13F: 3 clusters Score -64021.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -925352.000000 Penalty: 2215.352539
	Iteration 0F: 2 clusters Score -925352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -919185.437500 Penalty: 4430.705078
	Iteration 0F: 3 clusters Score -919185.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -920842.187500 Penalty: 4430.705078
	Iteration 1F: 3 clusters Score -920842.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -921055.187500 Penalty: 4430.705078
	Iteration 2F: 3 clusters Score -921055.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -921175.625000 Penalty: 4430.705078
	Iteration 3Q: 3 clusters Score -921175.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -921274.937500 Penalty: 4430.705078
	Iteration 4Q: 3 clusters Score -921274.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -921346.062500 Penalty: 4430.705078
	Iteration 5Q: 3 clusters Score -921346.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -921402.937500 Penalty: 4430.705078
	Iteration 6Q: 3 clusters Score -921402.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -921445.937500 Penalty: 4430.705078
	Iteration 7Q: 3 clusters Score -921445.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -921495.937500 Penalty: 4430.705078
	Iteration 8Q: 3 clusters Score -921495.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -921540.875000 Penalty: 4430.705078
	Iteration 9Q: 3 clusters Score -921540.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -921584.437500 Penalty: 4430.705078
	Iteration 10Q: 3 clusters Score -921584.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -921632.562500 Penalty: 4430.705078
	Iteration 11Q: 3 clusters Score -921632.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -921686.500000 Penalty: 4430.705078
	Iteration 12Q: 3 clusters Score -921686.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -921745.875000 Penalty: 4430.705078
	Iteration 13Q: 3 clusters Score -921745.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -921823.125000 Penalty: 4430.705078
	Iteration 14Q: 3 clusters Score -921823.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -921895.937500 Penalty: 4430.705078
	Iteration 15Q: 3 clusters Score -921895.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -921968.750000 Penalty: 4430.705078
	Iteration 16Q: 3 clusters Score -921968.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -922053.312500 Penalty: 4430.705078
	Iteration 17Q: 3 clusters Score -922053.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -922147.687500 Penalty: 4430.705078
	Iteration 18Q: 3 clusters Score -922147.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -922236.125000 Penalty: 4430.705078
	Iteration 19Q: 3 clusters Score -922236.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -922319.562500 Penalty: 4430.705078
	Iteration 20F: 3 clusters Score -922319.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -922419.625000 Penalty: 4430.705078
	Iteration 21Q: 3 clusters Score -922419.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -922535.187500 Penalty: 4430.705078
	Iteration 22Q: 3 clusters Score -922535.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -922673.625000 Penalty: 4430.705078
	Iteration 23Q: 3 clusters Score -922673.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -922808.000000 Penalty: 4430.705078
	Iteration 24Q: 3 clusters Score -922808 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -922978.875000 Penalty: 4430.705078
	Iteration 25Q: 3 clusters Score -922978.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -923157.125000 Penalty: 4430.705078
	Iteration 26Q: 3 clusters Score -923157.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -923329.937500 Penalty: 4430.705078
	Iteration 27Q: 3 clusters Score -923329.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -923480.375000 Penalty: 4430.705078
	Iteration 28Q: 3 clusters Score -923480.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -923621.187500 Penalty: 4430.705078
	Iteration 29Q: 3 clusters Score -923621.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -923747.125000 Penalty: 4430.705078
	Iteration 30Q: 3 clusters Score -923747.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -923831.687500 Penalty: 4430.705078
	Iteration 31Q: 3 clusters Score -923831.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -923899.375000 Penalty: 4430.705078
	Iteration 32Q: 3 clusters Score -923899.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -923961.687500 Penalty: 4430.705078
	Iteration 33Q: 3 clusters Score -923961.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -924008.500000 Penalty: 4430.705078
	Iteration 34Q: 3 clusters Score -924008.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -924042.250000 Penalty: 4430.705078
	Iteration 35Q: 3 clusters Score -924042.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -924073.250000 Penalty: 4430.705078
	Iteration 36Q: 3 clusters Score -924073.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -924116.437500 Penalty: 4430.705078
	Iteration 37Q: 3 clusters Score -924116.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -924156.875000 Penalty: 4430.705078
	Iteration 38Q: 3 clusters Score -924156.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -924206.125000 Penalty: 4430.705078
	Iteration 39Q: 3 clusters Score -924206.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -924247.937500 Penalty: 4430.705078
	Iteration 40F: 3 clusters Score -924247.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -924294.812500 Penalty: 4430.705078
	Iteration 41Q: 3 clusters Score -924294.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -924344.125000 Penalty: 4430.705078
	Iteration 42Q: 3 clusters Score -924344.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -924379.875000 Penalty: 4430.705078
	Iteration 43Q: 3 clusters Score -924379.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -924406.750000 Penalty: 4430.705078
	Iteration 44Q: 3 clusters Score -924406.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -924430.250000 Penalty: 4430.705078
	Iteration 45Q: 3 clusters Score -924430.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -924455.500000 Penalty: 4430.705078
	Iteration 46Q: 3 clusters Score -924455.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -924468.500000 Penalty: 4430.705078
	Iteration 47Q: 3 clusters Score -924468.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -924479.687500 Penalty: 4430.705078
	Iteration 48Q: 3 clusters Score -924479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -924485.750000 Penalty: 4430.705078
	Iteration 49Q: 3 clusters Score -924485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -924491.312500 Penalty: 4430.705078
	Iteration 50Q: 3 clusters Score -924491.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -924492.500000 Penalty: 4430.705078
	Iteration 51Q: 3 clusters Score -924492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -924496.312500 Penalty: 4430.705078
	Iteration 52Q: 3 clusters Score -924496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -924498.312500 Penalty: 4430.705078
	Iteration 53Q: 3 clusters Score -924498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -924499.812500 Penalty: 4430.705078
	Iteration 54Q: 3 clusters Score -924499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -924499.437500 Penalty: 4430.705078
	Iteration 55Q: 3 clusters Score -924499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -924500.062500 Penalty: 4430.705078
	Iteration 56Q: 3 clusters Score -924500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -924504.125000 Penalty: 4430.705078
	Iteration 57Q: 3 clusters Score -924504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -924508.250000 Penalty: 4430.705078
	Iteration 58Q: 3 clusters Score -924508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -924507.500000 Penalty: 4430.705078
	Iteration 59Q: 3 clusters Score -924507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -924507.250000 Penalty: 4430.705078
	Iteration 60F: 3 clusters Score -924507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -924512.250000 Penalty: 4430.705078
	Iteration 61Q: 3 clusters Score -924512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -924513.687500 Penalty: 4430.705078
	Iteration 62Q: 3 clusters Score -924513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -924513.500000 Penalty: 4430.705078
	Iteration 63Q: 3 clusters Score -924513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -924513.250000 Penalty: 4430.705078
	Iteration 64Q: 3 clusters Score -924513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -924515.187500 Penalty: 4430.705078
	Iteration 65Q: 3 clusters Score -924515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -924516.062500 Penalty: 4430.705078
	Iteration 66Q: 3 clusters Score -924516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -924517.000000 Penalty: 4430.705078
	Iteration 67Q: 3 clusters Score -924517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -924516.562500 Penalty: 4430.705078
	Iteration 68Q: 3 clusters Score -924516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -924516.562500 Penalty: 4430.705078
	Iteration 69Q: 3 clusters Score -924516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -924517.062500 Penalty: 4430.705078
	Iteration 70Q: 3 clusters Score -924517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -924519.875000 Penalty: 4430.705078
	Iteration 71Q: 3 clusters Score -924519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -924521.687500 Penalty: 4430.705078
	Iteration 72Q: 3 clusters Score -924521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -924520.000000 Penalty: 4430.705078
	Iteration 73Q: 3 clusters Score -924520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -924519.750000 Penalty: 4430.705078
	Iteration 74Q: 3 clusters Score -924519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -924520.812500 Penalty: 4430.705078
	Iteration 75Q: 3 clusters Score -924520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -924520.812500 Penalty: 4430.705078
	Iteration 76F: 3 clusters Score -924520.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320707 members 
Entering Unmasked Estep 
Score: -40236984.000000 Penalty: 3144.214355
	Iteration 0F: 2 clusters Score -4.023698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -40032800.000000 Penalty: 6288.428711
	Iteration 0F: 3 clusters Score -4.00328e+07 nChanged 155890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -40125672.000000 Penalty: 6288.428711
	Iteration 1F: 3 clusters Score -4.012567e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 150852 members 
Entering Unmasked Estep 
Score: -40127024.000000 Penalty: 6288.428711
	Iteration 2Q: 3 clusters Score -4.012702e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175125 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -40128996.000000 Penalty: 6288.428711
	Iteration 3Q: 3 clusters Score -4.0129e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -40131744.000000 Penalty: 6288.428711
	Iteration 4Q: 3 clusters Score -4.013174e+07 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -40136476.000000 Penalty: 6288.428711
	Iteration 5Q: 3 clusters Score -4.013648e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212594 members 
Mstep: Class 2 contains 108113 members 
Entering Unmasked Estep 
Score: -40145832.000000 Penalty: 6288.428711
	Iteration 6F: 3 clusters Score -4.014583e+07 nChanged 23700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236144 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -40161916.000000 Penalty: 6288.428711
	Iteration 7F: 3 clusters Score -4.016192e+07 nChanged 28316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264438 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -40184512.000000 Penalty: 6288.428711
	Iteration 8F: 3 clusters Score -4.018451e+07 nChanged 26856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291288 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -40207808.000000 Penalty: 6288.428711
	Iteration 9F: 3 clusters Score -4.020781e+07 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309240 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -40223904.000000 Penalty: 6288.428711
	Iteration 10F: 3 clusters Score -4.02239e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317309 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -40231240.000000 Penalty: 6288.428711
	Iteration 11Q: 3 clusters Score -4.023124e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319732 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -40233324.000000 Penalty: 6288.428711
	Iteration 12Q: 3 clusters Score -4.023332e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40233680.000000 Penalty: 6288.428711
	Iteration 13Q: 3 clusters Score -4.023368e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320378 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40233864.000000 Penalty: 6288.428711
	Iteration 14Q: 3 clusters Score -4.023386e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320436 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40233980.000000 Penalty: 6288.428711
	Iteration 15Q: 3 clusters Score -4.023398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320457 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40234048.000000 Penalty: 6288.428711
	Iteration 16Q: 3 clusters Score -4.023405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320473 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40234104.000000 Penalty: 6288.428711
	Iteration 17Q: 3 clusters Score -4.02341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320483 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40234100.000000 Penalty: 6288.428711
	Iteration 18Q: 3 clusters Score -4.02341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320487 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40234140.000000 Penalty: 6288.428711
	Iteration 19Q: 3 clusters Score -4.023414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320489 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40234140.000000 Penalty: 6288.428711
	Iteration 20F: 3 clusters Score -4.023414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320490 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40234144.000000 Penalty: 6288.428711
	Iteration 21Q: 3 clusters Score -4.023414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320489 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40234168.000000 Penalty: 6288.428711
	Iteration 22Q: 3 clusters Score -4.023417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320488 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40234172.000000 Penalty: 6288.428711
	Iteration 23Q: 3 clusters Score -4.023417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320488 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40234172.000000 Penalty: 6288.428711
	Iteration 24F: 3 clusters Score -4.023417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -743707.062500 Penalty: 2162.957520
	Iteration 0F: 2 clusters Score -743707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -738454.812500 Penalty: 4325.915039
	Iteration 0F: 3 clusters Score -738454.8 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -739874.062500 Penalty: 4325.915039
	Iteration 1F: 3 clusters Score -739874.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -740117.062500 Penalty: 4325.915039
	Iteration 2F: 3 clusters Score -740117.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -740247.812500 Penalty: 4325.915039
	Iteration 3Q: 3 clusters Score -740247.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -740332.250000 Penalty: 4325.915039
	Iteration 4Q: 3 clusters Score -740332.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -740417.687500 Penalty: 4325.915039
	Iteration 5Q: 3 clusters Score -740417.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -740485.812500 Penalty: 4325.915039
	Iteration 6Q: 3 clusters Score -740485.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -740557.250000 Penalty: 4325.915039
	Iteration 7Q: 3 clusters Score -740557.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -740638.937500 Penalty: 4325.915039
	Iteration 8Q: 3 clusters Score -740638.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -740738.062500 Penalty: 4325.915039
	Iteration 9Q: 3 clusters Score -740738.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -740841.625000 Penalty: 4325.915039
	Iteration 10Q: 3 clusters Score -740841.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -740948.625000 Penalty: 4325.915039
	Iteration 11Q: 3 clusters Score -740948.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -741067.562500 Penalty: 4325.915039
	Iteration 12Q: 3 clusters Score -741067.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -741188.187500 Penalty: 4325.915039
	Iteration 13Q: 3 clusters Score -741188.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -741316.500000 Penalty: 4325.915039
	Iteration 14Q: 3 clusters Score -741316.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -741431.562500 Penalty: 4325.915039
	Iteration 15Q: 3 clusters Score -741431.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -741538.312500 Penalty: 4325.915039
	Iteration 16Q: 3 clusters Score -741538.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -741612.937500 Penalty: 4325.915039
	Iteration 17Q: 3 clusters Score -741612.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -741663.437500 Penalty: 4325.915039
	Iteration 18Q: 3 clusters Score -741663.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -741707.812500 Penalty: 4325.915039
	Iteration 19Q: 3 clusters Score -741707.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -741740.500000 Penalty: 4325.915039
	Iteration 20F: 3 clusters Score -741740.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -741754.375000 Penalty: 4325.915039
	Iteration 21Q: 3 clusters Score -741754.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -741765.937500 Penalty: 4325.915039
	Iteration 22Q: 3 clusters Score -741765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -741777.000000 Penalty: 4325.915039
	Iteration 23Q: 3 clusters Score -741777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -741789.375000 Penalty: 4325.915039
	Iteration 24Q: 3 clusters Score -741789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -741793.750000 Penalty: 4325.915039
	Iteration 25Q: 3 clusters Score -741793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -741798.750000 Penalty: 4325.915039
	Iteration 26Q: 3 clusters Score -741798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -741802.250000 Penalty: 4325.915039
	Iteration 27Q: 3 clusters Score -741802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -741807.625000 Penalty: 4325.915039
	Iteration 28Q: 3 clusters Score -741807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -741811.187500 Penalty: 4325.915039
	Iteration 29Q: 3 clusters Score -741811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -741813.000000 Penalty: 4325.915039
	Iteration 30Q: 3 clusters Score -741813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -741815.562500 Penalty: 4325.915039
	Iteration 31Q: 3 clusters Score -741815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -741818.562500 Penalty: 4325.915039
	Iteration 32Q: 3 clusters Score -741818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -741818.625000 Penalty: 4325.915039
	Iteration 33Q: 3 clusters Score -741818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -741820.500000 Penalty: 4325.915039
	Iteration 34Q: 3 clusters Score -741820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -741821.437500 Penalty: 4325.915039
	Iteration 35Q: 3 clusters Score -741821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -741822.500000 Penalty: 4325.915039
	Iteration 36Q: 3 clusters Score -741822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -741822.687500 Penalty: 4325.915039
	Iteration 37Q: 3 clusters Score -741822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -741825.812500 Penalty: 4325.915039
	Iteration 38Q: 3 clusters Score -741825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -741831.937500 Penalty: 4325.915039
	Iteration 39Q: 3 clusters Score -741831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -741831.437500 Penalty: 4325.915039
	Iteration 40F: 3 clusters Score -741831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -741833.437500 Penalty: 4325.915039
	Iteration 41Q: 3 clusters Score -741833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -741833.687500 Penalty: 4325.915039
	Iteration 42Q: 3 clusters Score -741833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -741833.687500 Penalty: 4325.915039
	Iteration 43F: 3 clusters Score -741833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -518941.781250 Penalty: 2076.526855
	Iteration 0F: 2 clusters Score -518941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -514908.437500 Penalty: 4153.053711
	Iteration 0F: 3 clusters Score -514908.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -516029.343750 Penalty: 4153.053711
	Iteration 1F: 3 clusters Score -516029.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -516401.125000 Penalty: 4153.053711
	Iteration 2F: 3 clusters Score -516401.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -516724.093750 Penalty: 4153.053711
	Iteration 3F: 3 clusters Score -516724.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -517026.937500 Penalty: 4153.053711
	Iteration 4F: 3 clusters Score -517026.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -517297.500000 Penalty: 4153.053711
	Iteration 5F: 3 clusters Score -517297.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -517495.750000 Penalty: 4153.053711
	Iteration 6F: 3 clusters Score -517495.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -517619.718750 Penalty: 4153.053711
	Iteration 7Q: 3 clusters Score -517619.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -517692.531250 Penalty: 4153.053711
	Iteration 8Q: 3 clusters Score -517692.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -517742.000000 Penalty: 4153.053711
	Iteration 9Q: 3 clusters Score -517742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -517762.281250 Penalty: 4153.053711
	Iteration 10Q: 3 clusters Score -517762.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -517773.375000 Penalty: 4153.053711
	Iteration 11Q: 3 clusters Score -517773.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -517782.812500 Penalty: 4153.053711
	Iteration 12Q: 3 clusters Score -517782.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -517793.312500 Penalty: 4153.053711
	Iteration 13Q: 3 clusters Score -517793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -517801.812500 Penalty: 4153.053711
	Iteration 14Q: 3 clusters Score -517801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -517810.593750 Penalty: 4153.053711
	Iteration 15Q: 3 clusters Score -517810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -517815.375000 Penalty: 4153.053711
	Iteration 16Q: 3 clusters Score -517815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -517819.593750 Penalty: 4153.053711
	Iteration 17Q: 3 clusters Score -517819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -517820.781250 Penalty: 4153.053711
	Iteration 18Q: 3 clusters Score -517820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -517823.718750 Penalty: 4153.053711
	Iteration 19Q: 3 clusters Score -517823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -517824.750000 Penalty: 4153.053711
	Iteration 20F: 3 clusters Score -517824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -517824.687500 Penalty: 4153.053711
	Iteration 21Q: 3 clusters Score -517824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -517824.687500 Penalty: 4153.053711
	Iteration 22F: 3 clusters Score -517824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1230778.375000 Penalty: 2291.254150
	Iteration 0F: 2 clusters Score -1230778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1222952.250000 Penalty: 4582.508301
	Iteration 0F: 3 clusters Score -1222952 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1225605.000000 Penalty: 4582.508301
	Iteration 1F: 3 clusters Score -1225605 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1226468.500000 Penalty: 4582.508301
	Iteration 2F: 3 clusters Score -1226468 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1227223.625000 Penalty: 4582.508301
	Iteration 3F: 3 clusters Score -1227224 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1227877.625000 Penalty: 4582.508301
	Iteration 4F: 3 clusters Score -1227878 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1228443.500000 Penalty: 4582.508301
	Iteration 5F: 3 clusters Score -1228444 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1228882.875000 Penalty: 4582.508301
	Iteration 6F: 3 clusters Score -1228883 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1229186.125000 Penalty: 4582.508301
	Iteration 7Q: 3 clusters Score -1229186 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1229385.000000 Penalty: 4582.508301
	Iteration 8Q: 3 clusters Score -1229385 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1229519.625000 Penalty: 4582.508301
	Iteration 9Q: 3 clusters Score -1229520 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1229598.875000 Penalty: 4582.508301
	Iteration 10Q: 3 clusters Score -1229599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1229656.750000 Penalty: 4582.508301
	Iteration 11Q: 3 clusters Score -1229657 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1229716.625000 Penalty: 4582.508301
	Iteration 12Q: 3 clusters Score -1229717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1229752.500000 Penalty: 4582.508301
	Iteration 13Q: 3 clusters Score -1229752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1229781.625000 Penalty: 4582.508301
	Iteration 14Q: 3 clusters Score -1229782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1229801.125000 Penalty: 4582.508301
	Iteration 15Q: 3 clusters Score -1229801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1229818.000000 Penalty: 4582.508301
	Iteration 16Q: 3 clusters Score -1229818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1229827.125000 Penalty: 4582.508301
	Iteration 17Q: 3 clusters Score -1229827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1229836.000000 Penalty: 4582.508301
	Iteration 18Q: 3 clusters Score -1229836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1229844.750000 Penalty: 4582.508301
	Iteration 19Q: 3 clusters Score -1229845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1229852.125000 Penalty: 4582.508301
	Iteration 20F: 3 clusters Score -1229852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1229858.750000 Penalty: 4582.508301
	Iteration 21Q: 3 clusters Score -1229859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1229867.500000 Penalty: 4582.508301
	Iteration 22Q: 3 clusters Score -1229868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1229872.250000 Penalty: 4582.508301
	Iteration 23Q: 3 clusters Score -1229872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1229883.750000 Penalty: 4582.508301
	Iteration 24Q: 3 clusters Score -1229884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1229889.250000 Penalty: 4582.508301
	Iteration 25Q: 3 clusters Score -1229889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1229889.125000 Penalty: 4582.508301
	Iteration 26Q: 3 clusters Score -1229889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1229899.250000 Penalty: 4582.508301
	Iteration 27Q: 3 clusters Score -1229899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1229899.625000 Penalty: 4582.508301
	Iteration 28Q: 3 clusters Score -1229900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1229901.125000 Penalty: 4582.508301
	Iteration 29Q: 3 clusters Score -1229901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1229905.875000 Penalty: 4582.508301
	Iteration 30Q: 3 clusters Score -1229906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1229909.000000 Penalty: 4582.508301
	Iteration 31Q: 3 clusters Score -1229909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1229909.625000 Penalty: 4582.508301
	Iteration 32Q: 3 clusters Score -1229910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1229911.500000 Penalty: 4582.508301
	Iteration 33Q: 3 clusters Score -1229912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1229918.625000 Penalty: 4582.508301
	Iteration 34Q: 3 clusters Score -1229919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1229918.250000 Penalty: 4582.508301
	Iteration 35Q: 3 clusters Score -1229918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1229923.750000 Penalty: 4582.508301
	Iteration 36Q: 3 clusters Score -1229924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1229922.250000 Penalty: 4582.508301
	Iteration 37Q: 3 clusters Score -1229922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1229924.250000 Penalty: 4582.508301
	Iteration 38Q: 3 clusters Score -1229924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1229925.250000 Penalty: 4582.508301
	Iteration 39Q: 3 clusters Score -1229925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1229925.375000 Penalty: 4582.508301
	Iteration 40F: 3 clusters Score -1229925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1229925.625000 Penalty: 4582.508301
	Iteration 41Q: 3 clusters Score -1229926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1229927.875000 Penalty: 4582.508301
	Iteration 42Q: 3 clusters Score -1229928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1229926.500000 Penalty: 4582.508301
	Iteration 43Q: 3 clusters Score -1229926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1229930.750000 Penalty: 4582.508301
	Iteration 44Q: 3 clusters Score -1229931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1229933.875000 Penalty: 4582.508301
	Iteration 45Q: 3 clusters Score -1229934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1229932.875000 Penalty: 4582.508301
	Iteration 46Q: 3 clusters Score -1229933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1229934.000000 Penalty: 4582.508301
	Iteration 47Q: 3 clusters Score -1229934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1229934.000000 Penalty: 4582.508301
	Iteration 48Q: 3 clusters Score -1229934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1229935.000000 Penalty: 4582.508301
	Iteration 49Q: 3 clusters Score -1229935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1229933.125000 Penalty: 4582.508301
	Iteration 50Q: 3 clusters Score -1229933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1229934.125000 Penalty: 4582.508301
	Iteration 51Q: 3 clusters Score -1229934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1229937.125000 Penalty: 4582.508301
	Iteration 52Q: 3 clusters Score -1229937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1229936.625000 Penalty: 4582.508301
	Iteration 53Q: 3 clusters Score -1229937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1229941.875000 Penalty: 4582.508301
	Iteration 54Q: 3 clusters Score -1229942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1229941.875000 Penalty: 4582.508301
	Iteration 55Q: 3 clusters Score -1229942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1229941.250000 Penalty: 4582.508301
	Iteration 56Q: 3 clusters Score -1229941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1229941.000000 Penalty: 4582.508301
	Iteration 57Q: 3 clusters Score -1229941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1229942.750000 Penalty: 4582.508301
	Iteration 58Q: 3 clusters Score -1229943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1229941.125000 Penalty: 4582.508301
	Iteration 59Q: 3 clusters Score -1229941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1229942.625000 Penalty: 4582.508301
	Iteration 60F: 3 clusters Score -1229943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1229942.625000 Penalty: 4582.508301
	Iteration 61Q: 3 clusters Score -1229943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1229943.250000 Penalty: 4582.508301
	Iteration 62Q: 3 clusters Score -1229943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1229944.875000 Penalty: 4582.508301
	Iteration 63Q: 3 clusters Score -1229945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1229946.875000 Penalty: 4582.508301
	Iteration 64Q: 3 clusters Score -1229947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1229946.875000 Penalty: 4582.508301
	Iteration 65F: 3 clusters Score -1229947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -607652.187500 Penalty: 2136.935791
	Iteration 0F: 2 clusters Score -607652.2 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 2779 members 
Entering Unmasked Estep 
Score: -602856.062500 Penalty: 4273.871582
	Iteration 0F: 3 clusters Score -602856.1 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -604192.500000 Penalty: 4273.871582
	Iteration 1F: 3 clusters Score -604192.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -604493.000000 Penalty: 4273.871582
	Iteration 2F: 3 clusters Score -604493 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -604683.750000 Penalty: 4273.871582
	Iteration 3F: 3 clusters Score -604683.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -604848.250000 Penalty: 4273.871582
	Iteration 4Q: 3 clusters Score -604848.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -604983.437500 Penalty: 4273.871582
	Iteration 5Q: 3 clusters Score -604983.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -605103.875000 Penalty: 4273.871582
	Iteration 6Q: 3 clusters Score -605103.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -605215.875000 Penalty: 4273.871582
	Iteration 7Q: 3 clusters Score -605215.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -605316.375000 Penalty: 4273.871582
	Iteration 8Q: 3 clusters Score -605316.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -605402.312500 Penalty: 4273.871582
	Iteration 9Q: 3 clusters Score -605402.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -605481.187500 Penalty: 4273.871582
	Iteration 10Q: 3 clusters Score -605481.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -605565.250000 Penalty: 4273.871582
	Iteration 11Q: 3 clusters Score -605565.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -605636.437500 Penalty: 4273.871582
	Iteration 12Q: 3 clusters Score -605636.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -605694.500000 Penalty: 4273.871582
	Iteration 13Q: 3 clusters Score -605694.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -605762.250000 Penalty: 4273.871582
	Iteration 14Q: 3 clusters Score -605762.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -605820.125000 Penalty: 4273.871582
	Iteration 15Q: 3 clusters Score -605820.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -605867.687500 Penalty: 4273.871582
	Iteration 16Q: 3 clusters Score -605867.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -605915.562500 Penalty: 4273.871582
	Iteration 17Q: 3 clusters Score -605915.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -605955.562500 Penalty: 4273.871582
	Iteration 18Q: 3 clusters Score -605955.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -605983.875000 Penalty: 4273.871582
	Iteration 19Q: 3 clusters Score -605983.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -606000.937500 Penalty: 4273.871582
	Iteration 20F: 3 clusters Score -606000.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -606010.812500 Penalty: 4273.871582
	Iteration 21Q: 3 clusters Score -606010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -606021.312500 Penalty: 4273.871582
	Iteration 22Q: 3 clusters Score -606021.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -606032.812500 Penalty: 4273.871582
	Iteration 23Q: 3 clusters Score -606032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -606044.937500 Penalty: 4273.871582
	Iteration 24Q: 3 clusters Score -606044.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -606057.437500 Penalty: 4273.871582
	Iteration 25Q: 3 clusters Score -606057.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -606067.062500 Penalty: 4273.871582
	Iteration 26Q: 3 clusters Score -606067.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -606080.625000 Penalty: 4273.871582
	Iteration 27Q: 3 clusters Score -606080.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -606090.625000 Penalty: 4273.871582
	Iteration 28Q: 3 clusters Score -606090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -606102.062500 Penalty: 4273.871582
	Iteration 29Q: 3 clusters Score -606102.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -606106.000000 Penalty: 4273.871582
	Iteration 30Q: 3 clusters Score -606106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -606110.625000 Penalty: 4273.871582
	Iteration 31Q: 3 clusters Score -606110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -606112.250000 Penalty: 4273.871582
	Iteration 32Q: 3 clusters Score -606112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -606113.812500 Penalty: 4273.871582
	Iteration 33Q: 3 clusters Score -606113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -606114.625000 Penalty: 4273.871582
	Iteration 34Q: 3 clusters Score -606114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -606120.187500 Penalty: 4273.871582
	Iteration 35Q: 3 clusters Score -606120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -606121.875000 Penalty: 4273.871582
	Iteration 36Q: 3 clusters Score -606121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -606122.875000 Penalty: 4273.871582
	Iteration 37Q: 3 clusters Score -606122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -606125.250000 Penalty: 4273.871582
	Iteration 38Q: 3 clusters Score -606125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -606126.187500 Penalty: 4273.871582
	Iteration 39Q: 3 clusters Score -606126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -606127.250000 Penalty: 4273.871582
	Iteration 40F: 3 clusters Score -606127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -606128.625000 Penalty: 4273.871582
	Iteration 41Q: 3 clusters Score -606128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -606130.750000 Penalty: 4273.871582
	Iteration 42Q: 3 clusters Score -606130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -606133.187500 Penalty: 4273.871582
	Iteration 43Q: 3 clusters Score -606133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -606133.187500 Penalty: 4273.871582
	Iteration 44Q: 3 clusters Score -606133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -606136.437500 Penalty: 4273.871582
	Iteration 45Q: 3 clusters Score -606136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -606138.437500 Penalty: 4273.871582
	Iteration 46Q: 3 clusters Score -606138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -606142.000000 Penalty: 4273.871582
	Iteration 47Q: 3 clusters Score -606142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -606143.750000 Penalty: 4273.871582
	Iteration 48Q: 3 clusters Score -606143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -606144.937500 Penalty: 4273.871582
	Iteration 49Q: 3 clusters Score -606144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -606146.000000 Penalty: 4273.871582
	Iteration 50Q: 3 clusters Score -606146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -606147.937500 Penalty: 4273.871582
	Iteration 51Q: 3 clusters Score -606147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -606149.625000 Penalty: 4273.871582
	Iteration 52Q: 3 clusters Score -606149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -606151.000000 Penalty: 4273.871582
	Iteration 53Q: 3 clusters Score -606151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -606152.562500 Penalty: 4273.871582
	Iteration 54Q: 3 clusters Score -606152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -606152.937500 Penalty: 4273.871582
	Iteration 55Q: 3 clusters Score -606152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -606154.000000 Penalty: 4273.871582
	Iteration 56Q: 3 clusters Score -606154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -606154.687500 Penalty: 4273.871582
	Iteration 57Q: 3 clusters Score -606154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -606154.937500 Penalty: 4273.871582
	Iteration 58Q: 3 clusters Score -606154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -606154.750000 Penalty: 4273.871582
	Iteration 59Q: 3 clusters Score -606154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -606154.687500 Penalty: 4273.871582
	Iteration 60F: 3 clusters Score -606154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -606155.687500 Penalty: 4273.871582
	Iteration 61Q: 3 clusters Score -606155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -606156.625000 Penalty: 4273.871582
	Iteration 62Q: 3 clusters Score -606156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -606156.750000 Penalty: 4273.871582
	Iteration 63Q: 3 clusters Score -606156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -606157.375000 Penalty: 4273.871582
	Iteration 64Q: 3 clusters Score -606157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -606157.687500 Penalty: 4273.871582
	Iteration 65Q: 3 clusters Score -606157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -606157.687500 Penalty: 4273.871582
	Iteration 66F: 3 clusters Score -606157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Entering Unmasked Estep 
Score: -2755121.500000 Penalty: 2478.288818
	Iteration 0F: 2 clusters Score -2755122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2739952.500000 Penalty: 4956.577637
	Iteration 0F: 3 clusters Score -2739952 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2745371.500000 Penalty: 4956.577637
	Iteration 1F: 3 clusters Score -2745372 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2746063.250000 Penalty: 4956.577637
	Iteration 2F: 3 clusters Score -2746063 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2746887.000000 Penalty: 4956.577637
	Iteration 3F: 3 clusters Score -2746887 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2747872.250000 Penalty: 4956.577637
	Iteration 4F: 3 clusters Score -2747872 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2748954.750000 Penalty: 4956.577637
	Iteration 5F: 3 clusters Score -2748955 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2749805.750000 Penalty: 4956.577637
	Iteration 6F: 3 clusters Score -2749806 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2750507.750000 Penalty: 4956.577637
	Iteration 7F: 3 clusters Score -2750508 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2750981.750000 Penalty: 4956.577637
	Iteration 8Q: 3 clusters Score -2750982 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2751313.000000 Penalty: 4956.577637
	Iteration 9Q: 3 clusters Score -2751313 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2751541.500000 Penalty: 4956.577637
	Iteration 10Q: 3 clusters Score -2751542 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2751710.750000 Penalty: 4956.577637
	Iteration 11Q: 3 clusters Score -2751711 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2751850.250000 Penalty: 4956.577637
	Iteration 12Q: 3 clusters Score -2751850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2751947.250000 Penalty: 4956.577637
	Iteration 13Q: 3 clusters Score -2751947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2752063.500000 Penalty: 4956.577637
	Iteration 14Q: 3 clusters Score -2752064 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2752157.000000 Penalty: 4956.577637
	Iteration 15Q: 3 clusters Score -2752157 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2752265.750000 Penalty: 4956.577637
	Iteration 16Q: 3 clusters Score -2752266 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2752361.500000 Penalty: 4956.577637
	Iteration 17Q: 3 clusters Score -2752362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2752431.000000 Penalty: 4956.577637
	Iteration 18Q: 3 clusters Score -2752431 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2752503.000000 Penalty: 4956.577637
	Iteration 19Q: 3 clusters Score -2752503 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2752551.750000 Penalty: 4956.577637
	Iteration 20F: 3 clusters Score -2752552 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2752600.500000 Penalty: 4956.577637
	Iteration 21Q: 3 clusters Score -2752600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2752650.500000 Penalty: 4956.577637
	Iteration 22Q: 3 clusters Score -2752650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2752702.250000 Penalty: 4956.577637
	Iteration 23Q: 3 clusters Score -2752702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2752740.000000 Penalty: 4956.577637
	Iteration 24Q: 3 clusters Score -2752740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2752779.000000 Penalty: 4956.577637
	Iteration 25Q: 3 clusters Score -2752779 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2752812.500000 Penalty: 4956.577637
	Iteration 26Q: 3 clusters Score -2752812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2752842.500000 Penalty: 4956.577637
	Iteration 27Q: 3 clusters Score -2752842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2752863.000000 Penalty: 4956.577637
	Iteration 28Q: 3 clusters Score -2752863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2752898.250000 Penalty: 4956.577637
	Iteration 29Q: 3 clusters Score -2752898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2752925.250000 Penalty: 4956.577637
	Iteration 30Q: 3 clusters Score -2752925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2752957.000000 Penalty: 4956.577637
	Iteration 31Q: 3 clusters Score -2752957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2752966.750000 Penalty: 4956.577637
	Iteration 32Q: 3 clusters Score -2752967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2752983.750000 Penalty: 4956.577637
	Iteration 33Q: 3 clusters Score -2752984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2753002.250000 Penalty: 4956.577637
	Iteration 34Q: 3 clusters Score -2753002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2753022.750000 Penalty: 4956.577637
	Iteration 35Q: 3 clusters Score -2753023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2753049.250000 Penalty: 4956.577637
	Iteration 36Q: 3 clusters Score -2753049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2753061.750000 Penalty: 4956.577637
	Iteration 37Q: 3 clusters Score -2753062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2753072.250000 Penalty: 4956.577637
	Iteration 38Q: 3 clusters Score -2753072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2753092.000000 Penalty: 4956.577637
	Iteration 39Q: 3 clusters Score -2753092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2753102.750000 Penalty: 4956.577637
	Iteration 40F: 3 clusters Score -2753103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2753107.750000 Penalty: 4956.577637
	Iteration 41Q: 3 clusters Score -2753108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2753121.000000 Penalty: 4956.577637
	Iteration 42Q: 3 clusters Score -2753121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2753129.750000 Penalty: 4956.577637
	Iteration 43Q: 3 clusters Score -2753130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2753134.750000 Penalty: 4956.577637
	Iteration 44Q: 3 clusters Score -2753135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2753137.250000 Penalty: 4956.577637
	Iteration 45Q: 3 clusters Score -2753137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2753144.500000 Penalty: 4956.577637
	Iteration 46Q: 3 clusters Score -2753144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2753151.000000 Penalty: 4956.577637
	Iteration 47Q: 3 clusters Score -2753151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2753158.000000 Penalty: 4956.577637
	Iteration 48Q: 3 clusters Score -2753158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2753159.500000 Penalty: 4956.577637
	Iteration 49Q: 3 clusters Score -2753160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2753167.000000 Penalty: 4956.577637
	Iteration 50Q: 3 clusters Score -2753167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2753167.250000 Penalty: 4956.577637
	Iteration 51Q: 3 clusters Score -2753167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2753172.500000 Penalty: 4956.577637
	Iteration 52Q: 3 clusters Score -2753172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2753177.750000 Penalty: 4956.577637
	Iteration 53Q: 3 clusters Score -2753178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2753192.500000 Penalty: 4956.577637
	Iteration 54Q: 3 clusters Score -2753192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2753199.750000 Penalty: 4956.577637
	Iteration 55Q: 3 clusters Score -2753200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2753202.250000 Penalty: 4956.577637
	Iteration 56Q: 3 clusters Score -2753202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2753206.000000 Penalty: 4956.577637
	Iteration 57Q: 3 clusters Score -2753206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2753210.250000 Penalty: 4956.577637
	Iteration 58Q: 3 clusters Score -2753210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2753212.750000 Penalty: 4956.577637
	Iteration 59Q: 3 clusters Score -2753213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2753216.000000 Penalty: 4956.577637
	Iteration 60F: 3 clusters Score -2753216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2753223.000000 Penalty: 4956.577637
	Iteration 61Q: 3 clusters Score -2753223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2753228.000000 Penalty: 4956.577637
	Iteration 62Q: 3 clusters Score -2753228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2753235.500000 Penalty: 4956.577637
	Iteration 63Q: 3 clusters Score -2753236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2753239.250000 Penalty: 4956.577637
	Iteration 64Q: 3 clusters Score -2753239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2753236.500000 Penalty: 4956.577637
	Iteration 65Q: 3 clusters Score -2753236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2753246.000000 Penalty: 4956.577637
	Iteration 66Q: 3 clusters Score -2753246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2753246.250000 Penalty: 4956.577637
	Iteration 67Q: 3 clusters Score -2753246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2753250.750000 Penalty: 4956.577637
	Iteration 68Q: 3 clusters Score -2753251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2753257.500000 Penalty: 4956.577637
	Iteration 69Q: 3 clusters Score -2753258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2753255.750000 Penalty: 4956.577637
	Iteration 70Q: 3 clusters Score -2753256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2753251.750000 Penalty: 4956.577637
	Iteration 71Q: 3 clusters Score -2753252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2753255.750000 Penalty: 4956.577637
	Iteration 72Q: 3 clusters Score -2753256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2753254.000000 Penalty: 4956.577637
	Iteration 73Q: 3 clusters Score -2753254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2753256.750000 Penalty: 4956.577637
	Iteration 74Q: 3 clusters Score -2753257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2753257.000000 Penalty: 4956.577637
	Iteration 75Q: 3 clusters Score -2753257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2753264.000000 Penalty: 4956.577637
	Iteration 76Q: 3 clusters Score -2753264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2753261.250000 Penalty: 4956.577637
	Iteration 77Q: 3 clusters Score -2753261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2753260.000000 Penalty: 4956.577637
	Iteration 78Q: 3 clusters Score -2753260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2753262.500000 Penalty: 4956.577637
	Iteration 79Q: 3 clusters Score -2753262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2753263.250000 Penalty: 4956.577637
	Iteration 80F: 3 clusters Score -2753263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2753265.500000 Penalty: 4956.577637
	Iteration 81Q: 3 clusters Score -2753266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2753275.500000 Penalty: 4956.577637
	Iteration 82Q: 3 clusters Score -2753276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2753269.500000 Penalty: 4956.577637
	Iteration 83Q: 3 clusters Score -2753270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2753274.500000 Penalty: 4956.577637
	Iteration 84Q: 3 clusters Score -2753274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2753276.500000 Penalty: 4956.577637
	Iteration 85Q: 3 clusters Score -2753276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2753275.000000 Penalty: 4956.577637
	Iteration 86Q: 3 clusters Score -2753275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2753279.500000 Penalty: 4956.577637
	Iteration 87Q: 3 clusters Score -2753280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2753281.500000 Penalty: 4956.577637
	Iteration 88Q: 3 clusters Score -2753282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2753282.500000 Penalty: 4956.577637
	Iteration 89Q: 3 clusters Score -2753282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2753290.000000 Penalty: 4956.577637
	Iteration 90Q: 3 clusters Score -2753290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2753285.250000 Penalty: 4956.577637
	Iteration 91Q: 3 clusters Score -2753285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2753291.750000 Penalty: 4956.577637
	Iteration 92Q: 3 clusters Score -2753292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2753289.250000 Penalty: 4956.577637
	Iteration 93Q: 3 clusters Score -2753289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2753296.750000 Penalty: 4956.577637
	Iteration 94Q: 3 clusters Score -2753297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2753294.250000 Penalty: 4956.577637
	Iteration 95Q: 3 clusters Score -2753294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2753291.250000 Penalty: 4956.577637
	Iteration 96Q: 3 clusters Score -2753291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2753292.000000 Penalty: 4956.577637
	Iteration 97Q: 3 clusters Score -2753292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2753293.750000 Penalty: 4956.577637
	Iteration 98Q: 3 clusters Score -2753294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2753295.250000 Penalty: 4956.577637
	Iteration 99Q: 3 clusters Score -2753295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2753299.250000 Penalty: 4956.577637
	Iteration 100F: 3 clusters Score -2753299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2753300.500000 Penalty: 4956.577637
	Iteration 101Q: 3 clusters Score -2753300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2753299.250000 Penalty: 4956.577637
	Iteration 102Q: 3 clusters Score -2753299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2753302.000000 Penalty: 4956.577637
	Iteration 103Q: 3 clusters Score -2753302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2753308.250000 Penalty: 4956.577637
	Iteration 104Q: 3 clusters Score -2753308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2753308.500000 Penalty: 4956.577637
	Iteration 105Q: 3 clusters Score -2753308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2753309.750000 Penalty: 4956.577637
	Iteration 106Q: 3 clusters Score -2753310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2753313.250000 Penalty: 4956.577637
	Iteration 107Q: 3 clusters Score -2753313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2753316.000000 Penalty: 4956.577637
	Iteration 108Q: 3 clusters Score -2753316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2753312.500000 Penalty: 4956.577637
	Iteration 109Q: 3 clusters Score -2753312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2753312.500000 Penalty: 4956.577637
	Iteration 110F: 3 clusters Score -2753312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -41520.312500 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -41520.31 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 171 members 
Entering Unmasked Estep 
Score: -40177.789062 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -40177.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40302.710938 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -40302.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40339.414062 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -40339.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40362.988281 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -40362.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40367.164062 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -40367.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40369.925781 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -40369.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40372.480469 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -40372.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40376.042969 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -40376.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40379.851562 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -40379.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40384.652344 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -40384.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40384.652344 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -40384.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Entering Unmasked Estep 
Score: -4835879.000000 Penalty: 2621.190186
	Iteration 0F: 2 clusters Score -4835879 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 19419 members 
Entering Unmasked Estep 
Score: -4809575.000000 Penalty: 5242.380371
	Iteration 0F: 3 clusters Score -4809575 nChanged 17743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4819435.500000 Penalty: 5242.380371
	Iteration 1F: 3 clusters Score -4819436 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4820201.500000 Penalty: 5242.380371
	Iteration 2Q: 3 clusters Score -4820202 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4821158.000000 Penalty: 5242.380371
	Iteration 3F: 3 clusters Score -4821158 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4822405.000000 Penalty: 5242.380371
	Iteration 4F: 3 clusters Score -4822405 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4824081.000000 Penalty: 5242.380371
	Iteration 5F: 3 clusters Score -4824081 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4825848.000000 Penalty: 5242.380371
	Iteration 6F: 3 clusters Score -4825848 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4827454.000000 Penalty: 5242.380371
	Iteration 7F: 3 clusters Score -4827454 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4828788.500000 Penalty: 5242.380371
	Iteration 8F: 3 clusters Score -4828788 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4829902.500000 Penalty: 5242.380371
	Iteration 9Q: 3 clusters Score -4829902 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4830772.000000 Penalty: 5242.380371
	Iteration 10Q: 3 clusters Score -4830772 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4831556.000000 Penalty: 5242.380371
	Iteration 11Q: 3 clusters Score -4831556 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4832168.000000 Penalty: 5242.380371
	Iteration 12Q: 3 clusters Score -4832168 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4832661.000000 Penalty: 5242.380371
	Iteration 13Q: 3 clusters Score -4832661 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4833016.000000 Penalty: 5242.380371
	Iteration 14Q: 3 clusters Score -4833016 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4833255.000000 Penalty: 5242.380371
	Iteration 15Q: 3 clusters Score -4833255 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4833401.500000 Penalty: 5242.380371
	Iteration 16Q: 3 clusters Score -4833402 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4833497.000000 Penalty: 5242.380371
	Iteration 17Q: 3 clusters Score -4833497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4833581.000000 Penalty: 5242.380371
	Iteration 18Q: 3 clusters Score -4833581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4833626.500000 Penalty: 5242.380371
	Iteration 19Q: 3 clusters Score -4833626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4833665.000000 Penalty: 5242.380371
	Iteration 20F: 3 clusters Score -4833665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4833687.000000 Penalty: 5242.380371
	Iteration 21Q: 3 clusters Score -4833687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4833702.000000 Penalty: 5242.380371
	Iteration 22Q: 3 clusters Score -4833702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4833733.000000 Penalty: 5242.380371
	Iteration 23Q: 3 clusters Score -4833733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4833755.500000 Penalty: 5242.380371
	Iteration 24Q: 3 clusters Score -4833756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4833768.000000 Penalty: 5242.380371
	Iteration 25Q: 3 clusters Score -4833768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4833788.000000 Penalty: 5242.380371
	Iteration 26Q: 3 clusters Score -4833788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4833797.500000 Penalty: 5242.380371
	Iteration 27Q: 3 clusters Score -4833798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4833806.500000 Penalty: 5242.380371
	Iteration 28Q: 3 clusters Score -4833806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4833807.000000 Penalty: 5242.380371
	Iteration 29Q: 3 clusters Score -4833807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4833816.500000 Penalty: 5242.380371
	Iteration 30Q: 3 clusters Score -4833816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4833816.000000 Penalty: 5242.380371
	Iteration 31Q: 3 clusters Score -4833816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4833822.500000 Penalty: 5242.380371
	Iteration 32Q: 3 clusters Score -4833822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4833829.500000 Penalty: 5242.380371
	Iteration 33Q: 3 clusters Score -4833830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4833830.000000 Penalty: 5242.380371
	Iteration 34Q: 3 clusters Score -4833830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4833834.000000 Penalty: 5242.380371
	Iteration 35Q: 3 clusters Score -4833834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4833840.000000 Penalty: 5242.380371
	Iteration 36Q: 3 clusters Score -4833840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4833846.000000 Penalty: 5242.380371
	Iteration 37Q: 3 clusters Score -4833846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4833857.000000 Penalty: 5242.380371
	Iteration 38Q: 3 clusters Score -4833857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4833858.500000 Penalty: 5242.380371
	Iteration 39Q: 3 clusters Score -4833858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4833861.000000 Penalty: 5242.380371
	Iteration 40F: 3 clusters Score -4833861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4833863.500000 Penalty: 5242.380371
	Iteration 41Q: 3 clusters Score -4833864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4833864.000000 Penalty: 5242.380371
	Iteration 42Q: 3 clusters Score -4833864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4833871.000000 Penalty: 5242.380371
	Iteration 43Q: 3 clusters Score -4833871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4833866.000000 Penalty: 5242.380371
	Iteration 44Q: 3 clusters Score -4833866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4833861.500000 Penalty: 5242.380371
	Iteration 45Q: 3 clusters Score -4833862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4833864.500000 Penalty: 5242.380371
	Iteration 46Q: 3 clusters Score -4833864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4833864.500000 Penalty: 5242.380371
	Iteration 47F: 3 clusters Score -4833864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1354997.625000 Penalty: 2309.441895
	Iteration 0F: 2 clusters Score -1354998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1346632.875000 Penalty: 4618.883789
	Iteration 0F: 3 clusters Score -1346633 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1349218.250000 Penalty: 4618.883789
	Iteration 1F: 3 clusters Score -1349218 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1349699.250000 Penalty: 4618.883789
	Iteration 2F: 3 clusters Score -1349699 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1350400.750000 Penalty: 4618.883789
	Iteration 3F: 3 clusters Score -1350401 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1351292.000000 Penalty: 4618.883789
	Iteration 4F: 3 clusters Score -1351292 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1352140.250000 Penalty: 4618.883789
	Iteration 5F: 3 clusters Score -1352140 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1352894.500000 Penalty: 4618.883789
	Iteration 6F: 3 clusters Score -1352894 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1353376.875000 Penalty: 4618.883789
	Iteration 7F: 3 clusters Score -1353377 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1353665.750000 Penalty: 4618.883789
	Iteration 8Q: 3 clusters Score -1353666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1353859.000000 Penalty: 4618.883789
	Iteration 9Q: 3 clusters Score -1353859 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1353982.250000 Penalty: 4618.883789
	Iteration 10Q: 3 clusters Score -1353982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1354046.375000 Penalty: 4618.883789
	Iteration 11Q: 3 clusters Score -1354046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1354092.375000 Penalty: 4618.883789
	Iteration 12Q: 3 clusters Score -1354092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1354125.500000 Penalty: 4618.883789
	Iteration 13Q: 3 clusters Score -1354126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1354140.000000 Penalty: 4618.883789
	Iteration 14Q: 3 clusters Score -1354140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1354152.250000 Penalty: 4618.883789
	Iteration 15Q: 3 clusters Score -1354152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1354171.750000 Penalty: 4618.883789
	Iteration 16Q: 3 clusters Score -1354172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1354186.750000 Penalty: 4618.883789
	Iteration 17Q: 3 clusters Score -1354187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1354198.125000 Penalty: 4618.883789
	Iteration 18Q: 3 clusters Score -1354198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1354201.750000 Penalty: 4618.883789
	Iteration 19Q: 3 clusters Score -1354202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1354208.375000 Penalty: 4618.883789
	Iteration 20F: 3 clusters Score -1354208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1354212.000000 Penalty: 4618.883789
	Iteration 21Q: 3 clusters Score -1354212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1354216.500000 Penalty: 4618.883789
	Iteration 22Q: 3 clusters Score -1354216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1354217.000000 Penalty: 4618.883789
	Iteration 23Q: 3 clusters Score -1354217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1354216.625000 Penalty: 4618.883789
	Iteration 24Q: 3 clusters Score -1354217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1354218.125000 Penalty: 4618.883789
	Iteration 25Q: 3 clusters Score -1354218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1354218.250000 Penalty: 4618.883789
	Iteration 26Q: 3 clusters Score -1354218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1354221.625000 Penalty: 4618.883789
	Iteration 27Q: 3 clusters Score -1354222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1354219.875000 Penalty: 4618.883789
	Iteration 28Q: 3 clusters Score -1354220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1354219.875000 Penalty: 4618.883789
	Iteration 29F: 3 clusters Score -1354220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Entering Unmasked Estep 
Score: -4298698.500000 Penalty: 2606.503662
	Iteration 0F: 2 clusters Score -4298698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4273645.500000 Penalty: 5213.007324
	Iteration 0F: 3 clusters Score -4273646 nChanged 16829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4283235.000000 Penalty: 5213.007324
	Iteration 1F: 3 clusters Score -4283235 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4283975.000000 Penalty: 5213.007324
	Iteration 2F: 3 clusters Score -4283975 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4284812.500000 Penalty: 5213.007324
	Iteration 3Q: 3 clusters Score -4284812 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4285976.000000 Penalty: 5213.007324
	Iteration 4F: 3 clusters Score -4285976 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4287299.500000 Penalty: 5213.007324
	Iteration 5F: 3 clusters Score -4287300 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4288634.500000 Penalty: 5213.007324
	Iteration 6F: 3 clusters Score -4288634 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4289844.500000 Penalty: 5213.007324
	Iteration 7F: 3 clusters Score -4289844 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4290886.500000 Penalty: 5213.007324
	Iteration 8Q: 3 clusters Score -4290886 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4291758.500000 Penalty: 5213.007324
	Iteration 9Q: 3 clusters Score -4291758 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4292537.000000 Penalty: 5213.007324
	Iteration 10Q: 3 clusters Score -4292537 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4293162.000000 Penalty: 5213.007324
	Iteration 11Q: 3 clusters Score -4293162 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4293604.500000 Penalty: 5213.007324
	Iteration 12Q: 3 clusters Score -4293604 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4294012.000000 Penalty: 5213.007324
	Iteration 13Q: 3 clusters Score -4294012 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4294329.000000 Penalty: 5213.007324
	Iteration 14Q: 3 clusters Score -4294329 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4294586.500000 Penalty: 5213.007324
	Iteration 15Q: 3 clusters Score -4294586 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -4294814.000000 Penalty: 5213.007324
	Iteration 16Q: 3 clusters Score -4294814 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4295003.000000 Penalty: 5213.007324
	Iteration 17Q: 3 clusters Score -4295003 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4295228.000000 Penalty: 5213.007324
	Iteration 18Q: 3 clusters Score -4295228 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4295421.000000 Penalty: 5213.007324
	Iteration 19Q: 3 clusters Score -4295421 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4295619.000000 Penalty: 5213.007324
	Iteration 20F: 3 clusters Score -4295619 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4295809.500000 Penalty: 5213.007324
	Iteration 21Q: 3 clusters Score -4295810 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4296017.500000 Penalty: 5213.007324
	Iteration 22Q: 3 clusters Score -4296018 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4296201.000000 Penalty: 5213.007324
	Iteration 23Q: 3 clusters Score -4296201 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4296392.000000 Penalty: 5213.007324
	Iteration 24Q: 3 clusters Score -4296392 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4296562.000000 Penalty: 5213.007324
	Iteration 25Q: 3 clusters Score -4296562 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4296735.500000 Penalty: 5213.007324
	Iteration 26Q: 3 clusters Score -4296736 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4296884.500000 Penalty: 5213.007324
	Iteration 27Q: 3 clusters Score -4296884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4296993.500000 Penalty: 5213.007324
	Iteration 28Q: 3 clusters Score -4296994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4297107.500000 Penalty: 5213.007324
	Iteration 29Q: 3 clusters Score -4297108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4297238.500000 Penalty: 5213.007324
	Iteration 30Q: 3 clusters Score -4297238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4297355.000000 Penalty: 5213.007324
	Iteration 31Q: 3 clusters Score -4297355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4297451.500000 Penalty: 5213.007324
	Iteration 32Q: 3 clusters Score -4297452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4297532.500000 Penalty: 5213.007324
	Iteration 33Q: 3 clusters Score -4297532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4297622.500000 Penalty: 5213.007324
	Iteration 34Q: 3 clusters Score -4297622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4297679.000000 Penalty: 5213.007324
	Iteration 35Q: 3 clusters Score -4297679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4297725.500000 Penalty: 5213.007324
	Iteration 36Q: 3 clusters Score -4297726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4297769.500000 Penalty: 5213.007324
	Iteration 37Q: 3 clusters Score -4297770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4297818.500000 Penalty: 5213.007324
	Iteration 38Q: 3 clusters Score -4297818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4297857.000000 Penalty: 5213.007324
	Iteration 39Q: 3 clusters Score -4297857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4297891.000000 Penalty: 5213.007324
	Iteration 40F: 3 clusters Score -4297891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4297916.500000 Penalty: 5213.007324
	Iteration 41Q: 3 clusters Score -4297916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4297941.500000 Penalty: 5213.007324
	Iteration 42Q: 3 clusters Score -4297942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4297958.500000 Penalty: 5213.007324
	Iteration 43Q: 3 clusters Score -4297958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4297967.500000 Penalty: 5213.007324
	Iteration 44Q: 3 clusters Score -4297968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4297976.500000 Penalty: 5213.007324
	Iteration 45Q: 3 clusters Score -4297976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4297982.000000 Penalty: 5213.007324
	Iteration 46Q: 3 clusters Score -4297982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4297989.000000 Penalty: 5213.007324
	Iteration 47Q: 3 clusters Score -4297989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4297991.000000 Penalty: 5213.007324
	Iteration 48Q: 3 clusters Score -4297991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4297984.000000 Penalty: 5213.007324
	Iteration 49Q: 3 clusters Score -4297984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4297994.500000 Penalty: 5213.007324
	Iteration 50Q: 3 clusters Score -4297994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4298000.000000 Penalty: 5213.007324
	Iteration 51Q: 3 clusters Score -4298000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4298003.500000 Penalty: 5213.007324
	Iteration 52Q: 3 clusters Score -4298004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4298004.000000 Penalty: 5213.007324
	Iteration 53Q: 3 clusters Score -4298004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4298011.000000 Penalty: 5213.007324
	Iteration 54Q: 3 clusters Score -4298011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4298006.500000 Penalty: 5213.007324
	Iteration 55Q: 3 clusters Score -4298006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4298008.500000 Penalty: 5213.007324
	Iteration 56Q: 3 clusters Score -4298008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4298009.500000 Penalty: 5213.007324
	Iteration 57Q: 3 clusters Score -4298010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298012.000000 Penalty: 5213.007324
	Iteration 58Q: 3 clusters Score -4298012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4298009.000000 Penalty: 5213.007324
	Iteration 59Q: 3 clusters Score -4298009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4298013.000000 Penalty: 5213.007324
	Iteration 60F: 3 clusters Score -4298013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4298007.500000 Penalty: 5213.007324
	Iteration 61Q: 3 clusters Score -4298008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4298014.000000 Penalty: 5213.007324
	Iteration 62Q: 3 clusters Score -4298014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4298018.500000 Penalty: 5213.007324
	Iteration 63Q: 3 clusters Score -4298018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4298021.000000 Penalty: 5213.007324
	Iteration 64Q: 3 clusters Score -4298021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298027.500000 Penalty: 5213.007324
	Iteration 65Q: 3 clusters Score -4298028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4298036.000000 Penalty: 5213.007324
	Iteration 66Q: 3 clusters Score -4298036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4298042.000000 Penalty: 5213.007324
	Iteration 67Q: 3 clusters Score -4298042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4298042.000000 Penalty: 5213.007324
	Iteration 68Q: 3 clusters Score -4298042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298045.000000 Penalty: 5213.007324
	Iteration 69Q: 3 clusters Score -4298045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4298043.500000 Penalty: 5213.007324
	Iteration 70Q: 3 clusters Score -4298044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4298046.000000 Penalty: 5213.007324
	Iteration 71Q: 3 clusters Score -4298046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4298046.000000 Penalty: 5213.007324
	Iteration 72F: 3 clusters Score -4298046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -606948.000000 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -606948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -602397.562500 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -602397.6 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -603449.875000 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -603449.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -603680.562500 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -603680.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -603835.937500 Penalty: 4232.303223
	Iteration 3F: 3 clusters Score -603835.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -603963.437500 Penalty: 4232.303223
	Iteration 4Q: 3 clusters Score -603963.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -604082.125000 Penalty: 4232.303223
	Iteration 5Q: 3 clusters Score -604082.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -604184.687500 Penalty: 4232.303223
	Iteration 6Q: 3 clusters Score -604184.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -604286.875000 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -604286.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -604409.125000 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -604409.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -604509.625000 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -604509.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -604603.750000 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -604603.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -604685.312500 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -604685.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -604773.312500 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -604773.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -604854.437500 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -604854.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -604958.125000 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -604958.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -605086.375000 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -605086.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -605201.437500 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -605201.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -605324.812500 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -605324.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -605412.937500 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -605412.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -605473.625000 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -605473.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -605512.125000 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -605512.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -605551.875000 Penalty: 4232.303223
	Iteration 21Q: 3 clusters Score -605551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -605598.125000 Penalty: 4232.303223
	Iteration 22Q: 3 clusters Score -605598.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -605643.000000 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -605643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -605690.625000 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -605690.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -605727.562500 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -605727.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -605755.000000 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -605755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -605780.750000 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -605780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -605795.625000 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -605795.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -605809.125000 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -605809.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -605818.312500 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -605818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -605826.312500 Penalty: 4232.303223
	Iteration 31Q: 3 clusters Score -605826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -605833.875000 Penalty: 4232.303223
	Iteration 32Q: 3 clusters Score -605833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -605838.000000 Penalty: 4232.303223
	Iteration 33Q: 3 clusters Score -605838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -605842.750000 Penalty: 4232.303223
	Iteration 34Q: 3 clusters Score -605842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -605846.250000 Penalty: 4232.303223
	Iteration 35Q: 3 clusters Score -605846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -605845.937500 Penalty: 4232.303223
	Iteration 36Q: 3 clusters Score -605845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -605846.937500 Penalty: 4232.303223
	Iteration 37Q: 3 clusters Score -605846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -605846.937500 Penalty: 4232.303223
	Iteration 38F: 3 clusters Score -605846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -269470.625000 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -269470.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -266741.500000 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -266741.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -267186.218750 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -267186.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267311.500000 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -267311.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267371.125000 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -267371.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267404.093750 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -267404.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267431.937500 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -267431.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267451.906250 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -267451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267460.468750 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -267460.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267466.656250 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -267466.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267475.093750 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -267475.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267483.718750 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -267483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267490.750000 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -267490.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267494.281250 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -267494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267499.281250 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -267499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267504.406250 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -267504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -267508.687500 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -267508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -267513.843750 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -267513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267521.406250 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -267521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -267529.656250 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -267529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267532.125000 Penalty: 3803.838135
	Iteration 19Q: 3 clusters Score -267532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -267535.500000 Penalty: 3803.838135
	Iteration 20F: 3 clusters Score -267535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267536.750000 Penalty: 3803.838135
	Iteration 21Q: 3 clusters Score -267536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267539.500000 Penalty: 3803.838135
	Iteration 22Q: 3 clusters Score -267539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267540.718750 Penalty: 3803.838135
	Iteration 23Q: 3 clusters Score -267540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267541.156250 Penalty: 3803.838135
	Iteration 24Q: 3 clusters Score -267541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267541.156250 Penalty: 3803.838135
	Iteration 25F: 3 clusters Score -267541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -202176.828125 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -202176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -199667.937500 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -199667.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200084.781250 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -200084.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200206.109375 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -200206.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -200270.781250 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -200270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200309.046875 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -200309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200335.906250 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -200335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -200349.906250 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -200349.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200371.578125 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -200371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200383.203125 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -200383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -200390.546875 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -200390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -200395.453125 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -200395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200401.406250 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -200401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200410.328125 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -200410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200415.875000 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -200415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -200419.250000 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -200419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -200425.296875 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -200425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -200429.281250 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -200429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200431.468750 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -200431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200436.125000 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -200436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -200437.531250 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -200437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200440.500000 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -200440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200445.671875 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -200445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200454.734375 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -200454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200466.234375 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -200466.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200477.343750 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -200477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200488.187500 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -200488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200500.046875 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -200500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200513.859375 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -200513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200523.421875 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -200523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -200529.765625 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -200529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -200535.125000 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -200535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -200540.875000 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -200540.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200552.593750 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -200552.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -200565.578125 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -200565.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200588.937500 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -200588.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200604.531250 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -200604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200609.156250 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -200609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -200611.000000 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -200611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -200614.015625 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -200614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200616.750000 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -200616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -200619.250000 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -200619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200620.343750 Penalty: 3716.961426
	Iteration 41Q: 3 clusters Score -200620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -200621.828125 Penalty: 3716.961426
	Iteration 42Q: 3 clusters Score -200621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200622.625000 Penalty: 3716.961426
	Iteration 43Q: 3 clusters Score -200622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -200622.625000 Penalty: 3716.961426
	Iteration 44F: 3 clusters Score -200622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -30457.746094 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -30457.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29287.037109 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -29287.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29374.341797 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -29374.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29444.455078 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -29444.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29532.074219 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -29532.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29561.458984 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -29561.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29572.908203 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -29572.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29580.232422 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -29580.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29586.503906 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -29586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29591.224609 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -29591.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29595.412109 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -29595.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29605.544922 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -29605.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29605.544922 Penalty: 2774.976807
	Iteration 11F: 3 clusters Score -29605.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Entering Unmasked Estep 
Score: -2271454.500000 Penalty: 2433.926514
	Iteration 0F: 2 clusters Score -2271454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2258437.250000 Penalty: 4867.853027
	Iteration 0F: 3 clusters Score -2258437 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2262765.750000 Penalty: 4867.853027
	Iteration 1F: 3 clusters Score -2262766 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2263302.750000 Penalty: 4867.853027
	Iteration 2F: 3 clusters Score -2263303 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2263807.750000 Penalty: 4867.853027
	Iteration 3F: 3 clusters Score -2263808 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2264308.500000 Penalty: 4867.853027
	Iteration 4F: 3 clusters Score -2264308 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2264849.750000 Penalty: 4867.853027
	Iteration 5F: 3 clusters Score -2264850 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2265468.250000 Penalty: 4867.853027
	Iteration 6F: 3 clusters Score -2265468 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2266176.250000 Penalty: 4867.853027
	Iteration 7F: 3 clusters Score -2266176 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2267054.250000 Penalty: 4867.853027
	Iteration 8F: 3 clusters Score -2267054 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2267962.500000 Penalty: 4867.853027
	Iteration 9F: 3 clusters Score -2267962 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2268669.500000 Penalty: 4867.853027
	Iteration 10F: 3 clusters Score -2268670 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2269100.250000 Penalty: 4867.853027
	Iteration 11Q: 3 clusters Score -2269100 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2269366.250000 Penalty: 4867.853027
	Iteration 12Q: 3 clusters Score -2269366 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2269525.000000 Penalty: 4867.853027
	Iteration 13Q: 3 clusters Score -2269525 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2269605.500000 Penalty: 4867.853027
	Iteration 14Q: 3 clusters Score -2269606 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2269671.500000 Penalty: 4867.853027
	Iteration 15Q: 3 clusters Score -2269672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2269713.000000 Penalty: 4867.853027
	Iteration 16Q: 3 clusters Score -2269713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2269749.250000 Penalty: 4867.853027
	Iteration 17Q: 3 clusters Score -2269749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2269770.500000 Penalty: 4867.853027
	Iteration 18Q: 3 clusters Score -2269770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2269792.000000 Penalty: 4867.853027
	Iteration 19Q: 3 clusters Score -2269792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2269800.250000 Penalty: 4867.853027
	Iteration 20F: 3 clusters Score -2269800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2269809.250000 Penalty: 4867.853027
	Iteration 21Q: 3 clusters Score -2269809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2269818.750000 Penalty: 4867.853027
	Iteration 22Q: 3 clusters Score -2269819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2269823.000000 Penalty: 4867.853027
	Iteration 23Q: 3 clusters Score -2269823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2269826.750000 Penalty: 4867.853027
	Iteration 24Q: 3 clusters Score -2269827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2269834.250000 Penalty: 4867.853027
	Iteration 25Q: 3 clusters Score -2269834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2269840.500000 Penalty: 4867.853027
	Iteration 26Q: 3 clusters Score -2269840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2269839.000000 Penalty: 4867.853027
	Iteration 27Q: 3 clusters Score -2269839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2269847.500000 Penalty: 4867.853027
	Iteration 28Q: 3 clusters Score -2269848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2269853.250000 Penalty: 4867.853027
	Iteration 29Q: 3 clusters Score -2269853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2269861.500000 Penalty: 4867.853027
	Iteration 30Q: 3 clusters Score -2269862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2269865.000000 Penalty: 4867.853027
	Iteration 31Q: 3 clusters Score -2269865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2269869.750000 Penalty: 4867.853027
	Iteration 32Q: 3 clusters Score -2269870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2269873.250000 Penalty: 4867.853027
	Iteration 33Q: 3 clusters Score -2269873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2269877.250000 Penalty: 4867.853027
	Iteration 34Q: 3 clusters Score -2269877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2269887.000000 Penalty: 4867.853027
	Iteration 35Q: 3 clusters Score -2269887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2269892.250000 Penalty: 4867.853027
	Iteration 36Q: 3 clusters Score -2269892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2269894.000000 Penalty: 4867.853027
	Iteration 37Q: 3 clusters Score -2269894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2269893.500000 Penalty: 4867.853027
	Iteration 38Q: 3 clusters Score -2269894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2269897.250000 Penalty: 4867.853027
	Iteration 39Q: 3 clusters Score -2269897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2269897.750000 Penalty: 4867.853027
	Iteration 40F: 3 clusters Score -2269898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2269905.500000 Penalty: 4867.853027
	Iteration 41Q: 3 clusters Score -2269906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2269905.750000 Penalty: 4867.853027
	Iteration 42Q: 3 clusters Score -2269906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2269901.750000 Penalty: 4867.853027
	Iteration 43Q: 3 clusters Score -2269902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2269902.750000 Penalty: 4867.853027
	Iteration 44Q: 3 clusters Score -2269903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2269906.000000 Penalty: 4867.853027
	Iteration 45Q: 3 clusters Score -2269906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2269905.000000 Penalty: 4867.853027
	Iteration 46Q: 3 clusters Score -2269905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2269906.250000 Penalty: 4867.853027
	Iteration 47Q: 3 clusters Score -2269906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2269904.500000 Penalty: 4867.853027
	Iteration 48Q: 3 clusters Score -2269904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2269900.750000 Penalty: 4867.853027
	Iteration 49Q: 3 clusters Score -2269901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2269901.000000 Penalty: 4867.853027
	Iteration 50Q: 3 clusters Score -2269901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2269907.500000 Penalty: 4867.853027
	Iteration 51Q: 3 clusters Score -2269908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2269913.500000 Penalty: 4867.853027
	Iteration 52Q: 3 clusters Score -2269914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2269911.500000 Penalty: 4867.853027
	Iteration 53Q: 3 clusters Score -2269912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2269910.750000 Penalty: 4867.853027
	Iteration 54Q: 3 clusters Score -2269911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2269907.500000 Penalty: 4867.853027
	Iteration 55Q: 3 clusters Score -2269908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2269914.500000 Penalty: 4867.853027
	Iteration 56Q: 3 clusters Score -2269914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2269915.750000 Penalty: 4867.853027
	Iteration 57Q: 3 clusters Score -2269916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2269918.000000 Penalty: 4867.853027
	Iteration 58Q: 3 clusters Score -2269918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2269921.750000 Penalty: 4867.853027
	Iteration 59Q: 3 clusters Score -2269922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2269920.250000 Penalty: 4867.853027
	Iteration 60F: 3 clusters Score -2269920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2269920.750000 Penalty: 4867.853027
	Iteration 61Q: 3 clusters Score -2269921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2269926.250000 Penalty: 4867.853027
	Iteration 62Q: 3 clusters Score -2269926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2269924.000000 Penalty: 4867.853027
	Iteration 63Q: 3 clusters Score -2269924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2269921.000000 Penalty: 4867.853027
	Iteration 64Q: 3 clusters Score -2269921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2269928.750000 Penalty: 4867.853027
	Iteration 65Q: 3 clusters Score -2269929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2269923.000000 Penalty: 4867.853027
	Iteration 66Q: 3 clusters Score -2269923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2269924.000000 Penalty: 4867.853027
	Iteration 67Q: 3 clusters Score -2269924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2269924.000000 Penalty: 4867.853027
	Iteration 68F: 3 clusters Score -2269924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Entering Unmasked Estep 
Score: -6321807.000000 Penalty: 2689.941162
	Iteration 0F: 2 clusters Score -6321807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6287089.500000 Penalty: 5379.882324
	Iteration 0F: 3 clusters Score -6287090 nChanged 23788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -6299956.500000 Penalty: 5379.882324
	Iteration 1F: 3 clusters Score -6299956 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -6300410.500000 Penalty: 5379.882324
	Iteration 2Q: 3 clusters Score -6300410 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6300798.000000 Penalty: 5379.882324
	Iteration 3Q: 3 clusters Score -6300798 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -6301246.000000 Penalty: 5379.882324
	Iteration 4Q: 3 clusters Score -6301246 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6301699.000000 Penalty: 5379.882324
	Iteration 5Q: 3 clusters Score -6301699 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -6302188.000000 Penalty: 5379.882324
	Iteration 6Q: 3 clusters Score -6302188 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6302724.500000 Penalty: 5379.882324
	Iteration 7Q: 3 clusters Score -6302724 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6303338.500000 Penalty: 5379.882324
	Iteration 8Q: 3 clusters Score -6303338 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6304047.000000 Penalty: 5379.882324
	Iteration 9Q: 3 clusters Score -6304047 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -6304908.500000 Penalty: 5379.882324
	Iteration 10Q: 3 clusters Score -6304908 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6305927.000000 Penalty: 5379.882324
	Iteration 11Q: 3 clusters Score -6305927 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -6307109.500000 Penalty: 5379.882324
	Iteration 12Q: 3 clusters Score -6307110 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -6308484.500000 Penalty: 5379.882324
	Iteration 13Q: 3 clusters Score -6308484 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -6309747.500000 Penalty: 5379.882324
	Iteration 14Q: 3 clusters Score -6309748 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -6311160.500000 Penalty: 5379.882324
	Iteration 15Q: 3 clusters Score -6311160 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6312569.500000 Penalty: 5379.882324
	Iteration 16Q: 3 clusters Score -6312570 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6314138.500000 Penalty: 5379.882324
	Iteration 17Q: 3 clusters Score -6314138 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -6315703.000000 Penalty: 5379.882324
	Iteration 18Q: 3 clusters Score -6315703 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6317192.500000 Penalty: 5379.882324
	Iteration 19Q: 3 clusters Score -6317192 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6318300.000000 Penalty: 5379.882324
	Iteration 20F: 3 clusters Score -6318300 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6318968.000000 Penalty: 5379.882324
	Iteration 21Q: 3 clusters Score -6318968 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6319321.000000 Penalty: 5379.882324
	Iteration 22Q: 3 clusters Score -6319321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6319512.500000 Penalty: 5379.882324
	Iteration 23Q: 3 clusters Score -6319512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6319597.500000 Penalty: 5379.882324
	Iteration 24Q: 3 clusters Score -6319598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -6319661.000000 Penalty: 5379.882324
	Iteration 25Q: 3 clusters Score -6319661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6319703.000000 Penalty: 5379.882324
	Iteration 26Q: 3 clusters Score -6319703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6319743.500000 Penalty: 5379.882324
	Iteration 27Q: 3 clusters Score -6319744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -6319771.500000 Penalty: 5379.882324
	Iteration 28Q: 3 clusters Score -6319772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -6319796.500000 Penalty: 5379.882324
	Iteration 29Q: 3 clusters Score -6319796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6319815.500000 Penalty: 5379.882324
	Iteration 30Q: 3 clusters Score -6319816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6319819.000000 Penalty: 5379.882324
	Iteration 31Q: 3 clusters Score -6319819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6319823.500000 Penalty: 5379.882324
	Iteration 32Q: 3 clusters Score -6319824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6319834.000000 Penalty: 5379.882324
	Iteration 33Q: 3 clusters Score -6319834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6319834.000000 Penalty: 5379.882324
	Iteration 34Q: 3 clusters Score -6319834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -6319840.500000 Penalty: 5379.882324
	Iteration 35Q: 3 clusters Score -6319840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6319845.000000 Penalty: 5379.882324
	Iteration 36Q: 3 clusters Score -6319845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -6319840.000000 Penalty: 5379.882324
	Iteration 37Q: 3 clusters Score -6319840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6319843.000000 Penalty: 5379.882324
	Iteration 38Q: 3 clusters Score -6319843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6319844.000000 Penalty: 5379.882324
	Iteration 39Q: 3 clusters Score -6319844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -6319842.000000 Penalty: 5379.882324
	Iteration 40F: 3 clusters Score -6319842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6319848.000000 Penalty: 5379.882324
	Iteration 41Q: 3 clusters Score -6319848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6319844.500000 Penalty: 5379.882324
	Iteration 42Q: 3 clusters Score -6319844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6319855.500000 Penalty: 5379.882324
	Iteration 43Q: 3 clusters Score -6319856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6319853.500000 Penalty: 5379.882324
	Iteration 44Q: 3 clusters Score -6319854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6319864.500000 Penalty: 5379.882324
	Iteration 45Q: 3 clusters Score -6319864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6319867.000000 Penalty: 5379.882324
	Iteration 46Q: 3 clusters Score -6319867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6319872.500000 Penalty: 5379.882324
	Iteration 47Q: 3 clusters Score -6319872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6319874.000000 Penalty: 5379.882324
	Iteration 48Q: 3 clusters Score -6319874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -6319887.000000 Penalty: 5379.882324
	Iteration 49Q: 3 clusters Score -6319887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6319884.000000 Penalty: 5379.882324
	Iteration 50Q: 3 clusters Score -6319884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6319890.500000 Penalty: 5379.882324
	Iteration 51Q: 3 clusters Score -6319890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6319893.000000 Penalty: 5379.882324
	Iteration 52Q: 3 clusters Score -6319893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6319889.500000 Penalty: 5379.882324
	Iteration 53Q: 3 clusters Score -6319890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6319892.500000 Penalty: 5379.882324
	Iteration 54Q: 3 clusters Score -6319892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6319896.000000 Penalty: 5379.882324
	Iteration 55Q: 3 clusters Score -6319896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6319896.000000 Penalty: 5379.882324
	Iteration 56F: 3 clusters Score -6319896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -838130.250000 Penalty: 2188.666016
	Iteration 0F: 2 clusters Score -838130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -832479.875000 Penalty: 4377.332031
	Iteration 0F: 3 clusters Score -832479.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -833950.812500 Penalty: 4377.332031
	Iteration 1F: 3 clusters Score -833950.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -834171.312500 Penalty: 4377.332031
	Iteration 2F: 3 clusters Score -834171.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -834350.312500 Penalty: 4377.332031
	Iteration 3F: 3 clusters Score -834350.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -834549.687500 Penalty: 4377.332031
	Iteration 4Q: 3 clusters Score -834549.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -834709.437500 Penalty: 4377.332031
	Iteration 5Q: 3 clusters Score -834709.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -834856.375000 Penalty: 4377.332031
	Iteration 6Q: 3 clusters Score -834856.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -834988.500000 Penalty: 4377.332031
	Iteration 7Q: 3 clusters Score -834988.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -835143.937500 Penalty: 4377.332031
	Iteration 8Q: 3 clusters Score -835143.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -835322.187500 Penalty: 4377.332031
	Iteration 9Q: 3 clusters Score -835322.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -835455.687500 Penalty: 4377.332031
	Iteration 10Q: 3 clusters Score -835455.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -835544.687500 Penalty: 4377.332031
	Iteration 11Q: 3 clusters Score -835544.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -835620.937500 Penalty: 4377.332031
	Iteration 12Q: 3 clusters Score -835620.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -835678.812500 Penalty: 4377.332031
	Iteration 13Q: 3 clusters Score -835678.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -835722.875000 Penalty: 4377.332031
	Iteration 14Q: 3 clusters Score -835722.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -835755.625000 Penalty: 4377.332031
	Iteration 15Q: 3 clusters Score -835755.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -835779.812500 Penalty: 4377.332031
	Iteration 16Q: 3 clusters Score -835779.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -835794.312500 Penalty: 4377.332031
	Iteration 17Q: 3 clusters Score -835794.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -835805.187500 Penalty: 4377.332031
	Iteration 18Q: 3 clusters Score -835805.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -835811.312500 Penalty: 4377.332031
	Iteration 19Q: 3 clusters Score -835811.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -835818.937500 Penalty: 4377.332031
	Iteration 20F: 3 clusters Score -835818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -835825.437500 Penalty: 4377.332031
	Iteration 21Q: 3 clusters Score -835825.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -835829.312500 Penalty: 4377.332031
	Iteration 22Q: 3 clusters Score -835829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -835833.750000 Penalty: 4377.332031
	Iteration 23Q: 3 clusters Score -835833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -835835.187500 Penalty: 4377.332031
	Iteration 24Q: 3 clusters Score -835835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -835839.625000 Penalty: 4377.332031
	Iteration 25Q: 3 clusters Score -835839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -835840.562500 Penalty: 4377.332031
	Iteration 26Q: 3 clusters Score -835840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -835846.062500 Penalty: 4377.332031
	Iteration 27Q: 3 clusters Score -835846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -835847.312500 Penalty: 4377.332031
	Iteration 28Q: 3 clusters Score -835847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -835848.500000 Penalty: 4377.332031
	Iteration 29Q: 3 clusters Score -835848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -835849.187500 Penalty: 4377.332031
	Iteration 30Q: 3 clusters Score -835849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -835851.437500 Penalty: 4377.332031
	Iteration 31Q: 3 clusters Score -835851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -835851.812500 Penalty: 4377.332031
	Iteration 32Q: 3 clusters Score -835851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -835853.437500 Penalty: 4377.332031
	Iteration 33Q: 3 clusters Score -835853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -835853.875000 Penalty: 4377.332031
	Iteration 34Q: 3 clusters Score -835853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -835853.437500 Penalty: 4377.332031
	Iteration 35Q: 3 clusters Score -835853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -835854.750000 Penalty: 4377.332031
	Iteration 36Q: 3 clusters Score -835854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -835854.875000 Penalty: 4377.332031
	Iteration 37Q: 3 clusters Score -835854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -835854.312500 Penalty: 4377.332031
	Iteration 38Q: 3 clusters Score -835854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -835854.312500 Penalty: 4377.332031
	Iteration 39F: 3 clusters Score -835854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -2369034.750000 Penalty: 2462.587646
	Iteration 0F: 2 clusters Score -2369035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2354645.750000 Penalty: 4925.175293
	Iteration 0F: 3 clusters Score -2354646 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2359931.250000 Penalty: 4925.175293
	Iteration 1F: 3 clusters Score -2359931 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2360801.500000 Penalty: 4925.175293
	Iteration 2F: 3 clusters Score -2360802 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2361663.500000 Penalty: 4925.175293
	Iteration 3F: 3 clusters Score -2361664 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2362503.000000 Penalty: 4925.175293
	Iteration 4F: 3 clusters Score -2362503 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2363329.750000 Penalty: 4925.175293
	Iteration 5F: 3 clusters Score -2363330 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2364090.500000 Penalty: 4925.175293
	Iteration 6F: 3 clusters Score -2364090 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2364732.500000 Penalty: 4925.175293
	Iteration 7Q: 3 clusters Score -2364732 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2365178.750000 Penalty: 4925.175293
	Iteration 8Q: 3 clusters Score -2365179 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2365487.750000 Penalty: 4925.175293
	Iteration 9Q: 3 clusters Score -2365488 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2365684.750000 Penalty: 4925.175293
	Iteration 10Q: 3 clusters Score -2365685 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2365784.500000 Penalty: 4925.175293
	Iteration 11Q: 3 clusters Score -2365784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2365866.000000 Penalty: 4925.175293
	Iteration 12Q: 3 clusters Score -2365866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2365915.500000 Penalty: 4925.175293
	Iteration 13Q: 3 clusters Score -2365916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2365968.750000 Penalty: 4925.175293
	Iteration 14Q: 3 clusters Score -2365969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2366036.250000 Penalty: 4925.175293
	Iteration 15Q: 3 clusters Score -2366036 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2366092.750000 Penalty: 4925.175293
	Iteration 16Q: 3 clusters Score -2366093 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2366169.000000 Penalty: 4925.175293
	Iteration 17Q: 3 clusters Score -2366169 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2366238.000000 Penalty: 4925.175293
	Iteration 18Q: 3 clusters Score -2366238 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2366298.500000 Penalty: 4925.175293
	Iteration 19Q: 3 clusters Score -2366298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2366358.250000 Penalty: 4925.175293
	Iteration 20F: 3 clusters Score -2366358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2366405.750000 Penalty: 4925.175293
	Iteration 21Q: 3 clusters Score -2366406 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2366456.500000 Penalty: 4925.175293
	Iteration 22Q: 3 clusters Score -2366456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2366501.750000 Penalty: 4925.175293
	Iteration 23Q: 3 clusters Score -2366502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2366557.250000 Penalty: 4925.175293
	Iteration 24Q: 3 clusters Score -2366557 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2366635.750000 Penalty: 4925.175293
	Iteration 25Q: 3 clusters Score -2366636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2366706.750000 Penalty: 4925.175293
	Iteration 26Q: 3 clusters Score -2366707 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2366773.250000 Penalty: 4925.175293
	Iteration 27Q: 3 clusters Score -2366773 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2366825.000000 Penalty: 4925.175293
	Iteration 28Q: 3 clusters Score -2366825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2366882.250000 Penalty: 4925.175293
	Iteration 29Q: 3 clusters Score -2366882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2366934.250000 Penalty: 4925.175293
	Iteration 30Q: 3 clusters Score -2366934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2366980.500000 Penalty: 4925.175293
	Iteration 31Q: 3 clusters Score -2366980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2367019.250000 Penalty: 4925.175293
	Iteration 32Q: 3 clusters Score -2367019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2367051.750000 Penalty: 4925.175293
	Iteration 33Q: 3 clusters Score -2367052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2367092.750000 Penalty: 4925.175293
	Iteration 34Q: 3 clusters Score -2367093 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2367132.000000 Penalty: 4925.175293
	Iteration 35Q: 3 clusters Score -2367132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2367165.500000 Penalty: 4925.175293
	Iteration 36Q: 3 clusters Score -2367166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2367199.000000 Penalty: 4925.175293
	Iteration 37Q: 3 clusters Score -2367199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2367230.000000 Penalty: 4925.175293
	Iteration 38Q: 3 clusters Score -2367230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2367267.750000 Penalty: 4925.175293
	Iteration 39Q: 3 clusters Score -2367268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2367304.500000 Penalty: 4925.175293
	Iteration 40F: 3 clusters Score -2367304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2367338.000000 Penalty: 4925.175293
	Iteration 41Q: 3 clusters Score -2367338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2367366.000000 Penalty: 4925.175293
	Iteration 42Q: 3 clusters Score -2367366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2367395.000000 Penalty: 4925.175293
	Iteration 43Q: 3 clusters Score -2367395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2367421.000000 Penalty: 4925.175293
	Iteration 44Q: 3 clusters Score -2367421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2367434.750000 Penalty: 4925.175293
	Iteration 45Q: 3 clusters Score -2367435 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2367457.250000 Penalty: 4925.175293
	Iteration 46Q: 3 clusters Score -2367457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2367479.250000 Penalty: 4925.175293
	Iteration 47Q: 3 clusters Score -2367479 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2367508.000000 Penalty: 4925.175293
	Iteration 48Q: 3 clusters Score -2367508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2367541.750000 Penalty: 4925.175293
	Iteration 49Q: 3 clusters Score -2367542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2367556.750000 Penalty: 4925.175293
	Iteration 50Q: 3 clusters Score -2367557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2367569.750000 Penalty: 4925.175293
	Iteration 51Q: 3 clusters Score -2367570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2367580.250000 Penalty: 4925.175293
	Iteration 52Q: 3 clusters Score -2367580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2367589.500000 Penalty: 4925.175293
	Iteration 53Q: 3 clusters Score -2367590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2367591.500000 Penalty: 4925.175293
	Iteration 54Q: 3 clusters Score -2367592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2367607.250000 Penalty: 4925.175293
	Iteration 55Q: 3 clusters Score -2367607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2367611.750000 Penalty: 4925.175293
	Iteration 56Q: 3 clusters Score -2367612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2367611.500000 Penalty: 4925.175293
	Iteration 57Q: 3 clusters Score -2367612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2367610.500000 Penalty: 4925.175293
	Iteration 58Q: 3 clusters Score -2367610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2367615.500000 Penalty: 4925.175293
	Iteration 59Q: 3 clusters Score -2367616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2367621.250000 Penalty: 4925.175293
	Iteration 60F: 3 clusters Score -2367621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2367619.250000 Penalty: 4925.175293
	Iteration 61Q: 3 clusters Score -2367619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2367622.250000 Penalty: 4925.175293
	Iteration 62Q: 3 clusters Score -2367622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2367621.000000 Penalty: 4925.175293
	Iteration 63Q: 3 clusters Score -2367621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2367622.750000 Penalty: 4925.175293
	Iteration 64Q: 3 clusters Score -2367623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2367622.750000 Penalty: 4925.175293
	Iteration 65Q: 3 clusters Score -2367623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2367629.000000 Penalty: 4925.175293
	Iteration 66Q: 3 clusters Score -2367629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2367626.750000 Penalty: 4925.175293
	Iteration 67Q: 3 clusters Score -2367627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2367628.500000 Penalty: 4925.175293
	Iteration 68Q: 3 clusters Score -2367628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2367629.750000 Penalty: 4925.175293
	Iteration 69Q: 3 clusters Score -2367630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2367628.250000 Penalty: 4925.175293
	Iteration 70Q: 3 clusters Score -2367628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2367632.000000 Penalty: 4925.175293
	Iteration 71Q: 3 clusters Score -2367632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2367630.500000 Penalty: 4925.175293
	Iteration 72Q: 3 clusters Score -2367630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2367632.000000 Penalty: 4925.175293
	Iteration 73Q: 3 clusters Score -2367632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2367633.250000 Penalty: 4925.175293
	Iteration 74Q: 3 clusters Score -2367633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2367635.250000 Penalty: 4925.175293
	Iteration 75Q: 3 clusters Score -2367635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2367635.750000 Penalty: 4925.175293
	Iteration 76Q: 3 clusters Score -2367636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2367635.750000 Penalty: 4925.175293
	Iteration 77Q: 3 clusters Score -2367636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2367634.000000 Penalty: 4925.175293
	Iteration 78Q: 3 clusters Score -2367634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2367636.250000 Penalty: 4925.175293
	Iteration 79Q: 3 clusters Score -2367636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2367635.750000 Penalty: 4925.175293
	Iteration 80F: 3 clusters Score -2367636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2367638.250000 Penalty: 4925.175293
	Iteration 81Q: 3 clusters Score -2367638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2367635.250000 Penalty: 4925.175293
	Iteration 82Q: 3 clusters Score -2367635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2367637.250000 Penalty: 4925.175293
	Iteration 83Q: 3 clusters Score -2367637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2367639.250000 Penalty: 4925.175293
	Iteration 84Q: 3 clusters Score -2367639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2367638.500000 Penalty: 4925.175293
	Iteration 85Q: 3 clusters Score -2367638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2367641.500000 Penalty: 4925.175293
	Iteration 86Q: 3 clusters Score -2367642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2367644.500000 Penalty: 4925.175293
	Iteration 87Q: 3 clusters Score -2367644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2367644.000000 Penalty: 4925.175293
	Iteration 88Q: 3 clusters Score -2367644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2367642.250000 Penalty: 4925.175293
	Iteration 89Q: 3 clusters Score -2367642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2367639.500000 Penalty: 4925.175293
	Iteration 90Q: 3 clusters Score -2367640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2367644.000000 Penalty: 4925.175293
	Iteration 91Q: 3 clusters Score -2367644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2367642.250000 Penalty: 4925.175293
	Iteration 92Q: 3 clusters Score -2367642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2367642.750000 Penalty: 4925.175293
	Iteration 93Q: 3 clusters Score -2367643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2367645.500000 Penalty: 4925.175293
	Iteration 94Q: 3 clusters Score -2367646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2367646.000000 Penalty: 4925.175293
	Iteration 95Q: 3 clusters Score -2367646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2367646.750000 Penalty: 4925.175293
	Iteration 96Q: 3 clusters Score -2367647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2367645.500000 Penalty: 4925.175293
	Iteration 97Q: 3 clusters Score -2367646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2367645.750000 Penalty: 4925.175293
	Iteration 98Q: 3 clusters Score -2367646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2367648.250000 Penalty: 4925.175293
	Iteration 99Q: 3 clusters Score -2367648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2367652.500000 Penalty: 4925.175293
	Iteration 100F: 3 clusters Score -2367652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2367654.500000 Penalty: 4925.175293
	Iteration 101Q: 3 clusters Score -2367654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2367653.750000 Penalty: 4925.175293
	Iteration 102Q: 3 clusters Score -2367654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2367653.750000 Penalty: 4925.175293
	Iteration 103F: 3 clusters Score -2367654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Entering Unmasked Estep 
Score: -6453244.000000 Penalty: 2687.704834
	Iteration 0F: 2 clusters Score -6453244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6418956.500000 Penalty: 5375.409668
	Iteration 0F: 3 clusters Score -6418956 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -6431737.000000 Penalty: 5375.409668
	Iteration 1F: 3 clusters Score -6431737 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6432374.000000 Penalty: 5375.409668
	Iteration 2Q: 3 clusters Score -6432374 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -6433188.500000 Penalty: 5375.409668
	Iteration 3Q: 3 clusters Score -6433188 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -6434291.000000 Penalty: 5375.409668
	Iteration 4Q: 3 clusters Score -6434291 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -6435931.500000 Penalty: 5375.409668
	Iteration 5F: 3 clusters Score -6435932 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -6438541.000000 Penalty: 5375.409668
	Iteration 6F: 3 clusters Score -6438541 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -6442274.000000 Penalty: 5375.409668
	Iteration 7F: 3 clusters Score -6442274 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6446119.500000 Penalty: 5375.409668
	Iteration 8F: 3 clusters Score -6446120 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6448672.500000 Penalty: 5375.409668
	Iteration 9F: 3 clusters Score -6448672 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6449939.500000 Penalty: 5375.409668
	Iteration 10Q: 3 clusters Score -6449940 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6450465.500000 Penalty: 5375.409668
	Iteration 11Q: 3 clusters Score -6450466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -6450665.500000 Penalty: 5375.409668
	Iteration 12Q: 3 clusters Score -6450666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6450745.000000 Penalty: 5375.409668
	Iteration 13Q: 3 clusters Score -6450745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -6450776.500000 Penalty: 5375.409668
	Iteration 14Q: 3 clusters Score -6450776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6450807.500000 Penalty: 5375.409668
	Iteration 15Q: 3 clusters Score -6450808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6450826.500000 Penalty: 5375.409668
	Iteration 16Q: 3 clusters Score -6450826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6450840.000000 Penalty: 5375.409668
	Iteration 17Q: 3 clusters Score -6450840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -6450858.000000 Penalty: 5375.409668
	Iteration 18Q: 3 clusters Score -6450858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6450873.000000 Penalty: 5375.409668
	Iteration 19Q: 3 clusters Score -6450873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6450870.500000 Penalty: 5375.409668
	Iteration 20F: 3 clusters Score -6450870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6450877.500000 Penalty: 5375.409668
	Iteration 21Q: 3 clusters Score -6450878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6450884.000000 Penalty: 5375.409668
	Iteration 22Q: 3 clusters Score -6450884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6450884.000000 Penalty: 5375.409668
	Iteration 23F: 3 clusters Score -6450884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -41924.566406 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -41924.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40559.292969 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40559.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40826.687500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40826.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40930.347656 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40930.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41022.617188 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -41022.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41069.523438 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -41069.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41100.363281 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41100.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41140.730469 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41140.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41222.359375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41222.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41266.812500 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41266.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41306.058594 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41306.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41380.644531 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41380.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41452.261719 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41452.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41460.292969 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41460.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41460.292969 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -41460.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Entering Unmasked Estep 
Score: -3879921.750000 Penalty: 2567.188232
	Iteration 0F: 2 clusters Score -3879922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3858494.000000 Penalty: 5134.376465
	Iteration 0F: 3 clusters Score -3858494 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3866300.000000 Penalty: 5134.376465
	Iteration 1F: 3 clusters Score -3866300 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3867238.250000 Penalty: 5134.376465
	Iteration 2F: 3 clusters Score -3867238 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3868649.500000 Penalty: 5134.376465
	Iteration 3F: 3 clusters Score -3868650 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3870611.500000 Penalty: 5134.376465
	Iteration 4F: 3 clusters Score -3870612 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3872891.500000 Penalty: 5134.376465
	Iteration 5F: 3 clusters Score -3872892 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3874986.500000 Penalty: 5134.376465
	Iteration 6F: 3 clusters Score -3874986 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3876311.500000 Penalty: 5134.376465
	Iteration 7Q: 3 clusters Score -3876312 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3877049.750000 Penalty: 5134.376465
	Iteration 8Q: 3 clusters Score -3877050 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3877443.500000 Penalty: 5134.376465
	Iteration 9Q: 3 clusters Score -3877444 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3877644.000000 Penalty: 5134.376465
	Iteration 10Q: 3 clusters Score -3877644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3877754.250000 Penalty: 5134.376465
	Iteration 11Q: 3 clusters Score -3877754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3877824.000000 Penalty: 5134.376465
	Iteration 12Q: 3 clusters Score -3877824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3877857.250000 Penalty: 5134.376465
	Iteration 13Q: 3 clusters Score -3877857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3877896.000000 Penalty: 5134.376465
	Iteration 14Q: 3 clusters Score -3877896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3877926.750000 Penalty: 5134.376465
	Iteration 15Q: 3 clusters Score -3877927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3877946.000000 Penalty: 5134.376465
	Iteration 16Q: 3 clusters Score -3877946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3877964.250000 Penalty: 5134.376465
	Iteration 17Q: 3 clusters Score -3877964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3877987.000000 Penalty: 5134.376465
	Iteration 18Q: 3 clusters Score -3877987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3878008.250000 Penalty: 5134.376465
	Iteration 19Q: 3 clusters Score -3878008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3878009.000000 Penalty: 5134.376465
	Iteration 20F: 3 clusters Score -3878009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3878013.000000 Penalty: 5134.376465
	Iteration 21Q: 3 clusters Score -3878013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3878012.000000 Penalty: 5134.376465
	Iteration 22Q: 3 clusters Score -3878012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3878017.250000 Penalty: 5134.376465
	Iteration 23Q: 3 clusters Score -3878017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3878016.500000 Penalty: 5134.376465
	Iteration 24Q: 3 clusters Score -3878016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3878018.750000 Penalty: 5134.376465
	Iteration 25Q: 3 clusters Score -3878019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3878017.750000 Penalty: 5134.376465
	Iteration 26Q: 3 clusters Score -3878018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3878017.250000 Penalty: 5134.376465
	Iteration 27Q: 3 clusters Score -3878017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3878020.000000 Penalty: 5134.376465
	Iteration 28Q: 3 clusters Score -3878020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3878021.500000 Penalty: 5134.376465
	Iteration 29Q: 3 clusters Score -3878022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3878021.500000 Penalty: 5134.376465
	Iteration 30F: 3 clusters Score -3878022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -12207.502930 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -12207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11331.757812 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -11331.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11403.281250 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -11403.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11411.111328 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -11411.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11411.111328 Penalty: 2488.570801
	Iteration 3F: 3 clusters Score -11411.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -677652.875000 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -677652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -672517.062500 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -672517.1 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -673989.437500 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -673989.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -674537.312500 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -674537.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -675043.062500 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -675043.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -675374.937500 Penalty: 4314.793945
	Iteration 4F: 3 clusters Score -675374.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -675628.375000 Penalty: 4314.793945
	Iteration 5F: 3 clusters Score -675628.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -675858.562500 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -675858.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -676109.437500 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -676109.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -676314.625000 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -676314.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -676498.000000 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -676498 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -676672.437500 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -676672.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -676804.187500 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -676804.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -676917.250000 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -676917.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -677037.062500 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -677037.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -677123.687500 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -677123.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -677168.750000 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -677168.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -677202.312500 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -677202.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -677225.562500 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -677225.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -677244.250000 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -677244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -677262.250000 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -677262.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -677289.812500 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -677289.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -677313.125000 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -677313.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -677335.250000 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -677335.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -677353.500000 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -677353.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -677365.312500 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -677365.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -677372.687500 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -677372.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -677379.250000 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -677379.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -677384.437500 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -677384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -677388.875000 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -677388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -677390.625000 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -677390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -677397.437500 Penalty: 4314.793945
	Iteration 30Q: 3 clusters Score -677397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -677400.062500 Penalty: 4314.793945
	Iteration 31Q: 3 clusters Score -677400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -677402.812500 Penalty: 4314.793945
	Iteration 32Q: 3 clusters Score -677402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -677403.250000 Penalty: 4314.793945
	Iteration 33Q: 3 clusters Score -677403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -677406.125000 Penalty: 4314.793945
	Iteration 34Q: 3 clusters Score -677406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -677407.562500 Penalty: 4314.793945
	Iteration 35Q: 3 clusters Score -677407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -677406.750000 Penalty: 4314.793945
	Iteration 36Q: 3 clusters Score -677406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -677407.687500 Penalty: 4314.793945
	Iteration 37Q: 3 clusters Score -677407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -677408.250000 Penalty: 4314.793945
	Iteration 38Q: 3 clusters Score -677408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -677408.250000 Penalty: 4314.793945
	Iteration 39F: 3 clusters Score -677408.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (159450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 2970.912354
	Iteration 0F: 2 clusters Score -1.972951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -19622810.000000 Penalty: 5941.824707
	Iteration 0F: 3 clusters Score -1.962281e+07 nChanged 76321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -19667546.000000 Penalty: 5941.824707
	Iteration 1F: 3 clusters Score -1.966755e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -19669452.000000 Penalty: 5941.824707
	Iteration 2Q: 3 clusters Score -1.966945e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -19672892.000000 Penalty: 5941.824707
	Iteration 3Q: 3 clusters Score -1.967289e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -19679638.000000 Penalty: 5941.824707
	Iteration 4F: 3 clusters Score -1.967964e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -19691610.000000 Penalty: 5941.824707
	Iteration 5F: 3 clusters Score -1.969161e+07 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -19706078.000000 Penalty: 5941.824707
	Iteration 6F: 3 clusters Score -1.970608e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 149531 members 
Entering Unmasked Estep 
Score: -19717838.000000 Penalty: 5941.824707
	Iteration 7F: 3 clusters Score -1.971784e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -19723642.000000 Penalty: 5941.824707
	Iteration 8Q: 3 clusters Score -1.972364e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 158011 members 
Entering Unmasked Estep 
Score: -19725746.000000 Penalty: 5941.824707
	Iteration 9Q: 3 clusters Score -1.972575e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -19726410.000000 Penalty: 5941.824707
	Iteration 10Q: 3 clusters Score -1.972641e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -19726718.000000 Penalty: 5941.824707
	Iteration 11Q: 3 clusters Score -1.972672e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -19726794.000000 Penalty: 5941.824707
	Iteration 12Q: 3 clusters Score -1.972679e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -19726826.000000 Penalty: 5941.824707
	Iteration 13Q: 3 clusters Score -1.972683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -19726880.000000 Penalty: 5941.824707
	Iteration 14Q: 3 clusters Score -1.972688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -19726878.000000 Penalty: 5941.824707
	Iteration 15Q: 3 clusters Score -1.972688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -19726896.000000 Penalty: 5941.824707
	Iteration 16Q: 3 clusters Score -1.97269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 159146 members 
Entering Unmasked Estep 
Score: -19726928.000000 Penalty: 5941.824707
	Iteration 17Q: 3 clusters Score -1.972693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -19726912.000000 Penalty: 5941.824707
	Iteration 18Q: 3 clusters Score -1.972691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159150 members 
Entering Unmasked Estep 
Score: -19726928.000000 Penalty: 5941.824707
	Iteration 19Q: 3 clusters Score -1.972693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -19726938.000000 Penalty: 5941.824707
	Iteration 20F: 3 clusters Score -1.972694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -19726950.000000 Penalty: 5941.824707
	Iteration 21Q: 3 clusters Score -1.972695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -19726952.000000 Penalty: 5941.824707
	Iteration 22Q: 3 clusters Score -1.972695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -19726952.000000 Penalty: 5941.824707
	Iteration 23F: 3 clusters Score -1.972695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -62444.625000 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -62444.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60951.675781 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -60951.68 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61281.027344 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -61281.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61441.265625 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -61441.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61520.371094 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -61520.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61571.898438 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -61571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61610.019531 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -61610.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61623.019531 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -61623.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61658.703125 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -61658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61675.867188 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -61675.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61685.019531 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -61685.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61695.859375 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -61695.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61699.285156 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -61699.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61703.722656 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -61703.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61705.117188 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -61705.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61705.117188 Penalty: 3116.004150
	Iteration 14F: 3 clusters Score -61705.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73692.304688 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -73692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72056.187500 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -72056.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72280.820312 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -72280.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72356.156250 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -72356.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72390.695312 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -72390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72423.718750 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -72423.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72436.046875 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -72436.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72461.960938 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -72461.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72476.132812 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -72476.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72502.289062 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -72502.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72515.359375 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -72515.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72526.359375 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -72526.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72530.398438 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -72530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72546.468750 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -72546.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72576.617188 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -72576.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72586.609375 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -72586.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72597.335938 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -72597.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72605.382812 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -72605.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72613.585938 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -72613.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72617.109375 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -72617.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72622.218750 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -72622.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72632.882812 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -72632.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72641.742188 Penalty: 3207.207764
	Iteration 21Q: 3 clusters Score -72641.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72652.976562 Penalty: 3207.207764
	Iteration 22Q: 3 clusters Score -72652.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72654.453125 Penalty: 3207.207764
	Iteration 23Q: 3 clusters Score -72654.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72658.539062 Penalty: 3207.207764
	Iteration 24Q: 3 clusters Score -72658.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72662.437500 Penalty: 3207.207764
	Iteration 25Q: 3 clusters Score -72662.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72665.773438 Penalty: 3207.207764
	Iteration 26Q: 3 clusters Score -72665.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72671.929688 Penalty: 3207.207764
	Iteration 27Q: 3 clusters Score -72671.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72672.937500 Penalty: 3207.207764
	Iteration 28Q: 3 clusters Score -72672.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72675.554688 Penalty: 3207.207764
	Iteration 29Q: 3 clusters Score -72675.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72675.890625 Penalty: 3207.207764
	Iteration 30Q: 3 clusters Score -72675.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72675.890625 Penalty: 3207.207764
	Iteration 31F: 3 clusters Score -72675.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -535661.375000 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -535661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -531438.875000 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -531438.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -532550.500000 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -532550.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -532785.875000 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -532785.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -532926.875000 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -532926.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -533031.625000 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -533031.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -533127.875000 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -533127.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533230.250000 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -533230.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -533370.312500 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -533370.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -533502.750000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -533502.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -533621.125000 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -533621.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -533732.250000 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -533732.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -533807.437500 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -533807.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -533867.000000 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -533867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -533913.562500 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -533913.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -533962.437500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -533962.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -534023.687500 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -534023.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -534066.812500 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -534066.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -534099.312500 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -534099.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -534126.000000 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -534126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -534143.062500 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -534143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -534152.000000 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -534152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -534161.375000 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -534161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -534170.062500 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -534170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -534178.375000 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -534178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -534185.562500 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -534185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -534192.812500 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -534192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -534199.375000 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -534199.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -534204.750000 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -534204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -534212.125000 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -534212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -534216.187500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -534216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -534224.375000 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -534224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -534227.937500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -534227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -534230.437500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -534230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -534232.437500 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -534232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -534234.062500 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -534234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -534233.312500 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -534233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -534234.687500 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -534234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -534234.500000 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -534234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -534235.687500 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -534235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -534237.687500 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -534237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -534237.000000 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -534237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -534238.625000 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -534238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -534240.062500 Penalty: 4176.330566
	Iteration 42Q: 3 clusters Score -534240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -534239.500000 Penalty: 4176.330566
	Iteration 43Q: 3 clusters Score -534239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -534239.500000 Penalty: 4176.330566
	Iteration 44F: 3 clusters Score -534239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Entering Unmasked Estep 
Score: -4431846.000000 Penalty: 2600.931885
	Iteration 0F: 2 clusters Score -4431846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4407378.000000 Penalty: 5201.863770
	Iteration 0F: 3 clusters Score -4407378 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4416782.500000 Penalty: 5201.863770
	Iteration 1F: 3 clusters Score -4416782 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4417582.500000 Penalty: 5201.863770
	Iteration 2F: 3 clusters Score -4417582 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4418499.500000 Penalty: 5201.863770
	Iteration 3F: 3 clusters Score -4418500 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4419648.500000 Penalty: 5201.863770
	Iteration 4F: 3 clusters Score -4419648 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4420983.000000 Penalty: 5201.863770
	Iteration 5F: 3 clusters Score -4420983 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4422447.500000 Penalty: 5201.863770
	Iteration 6F: 3 clusters Score -4422448 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4423934.000000 Penalty: 5201.863770
	Iteration 7F: 3 clusters Score -4423934 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4425382.000000 Penalty: 5201.863770
	Iteration 8F: 3 clusters Score -4425382 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4426624.500000 Penalty: 5201.863770
	Iteration 9Q: 3 clusters Score -4426624 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4427508.000000 Penalty: 5201.863770
	Iteration 10Q: 3 clusters Score -4427508 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4428026.500000 Penalty: 5201.863770
	Iteration 11Q: 3 clusters Score -4428026 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4428340.000000 Penalty: 5201.863770
	Iteration 12Q: 3 clusters Score -4428340 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -4428529.500000 Penalty: 5201.863770
	Iteration 13Q: 3 clusters Score -4428530 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4428689.500000 Penalty: 5201.863770
	Iteration 14Q: 3 clusters Score -4428690 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4428828.000000 Penalty: 5201.863770
	Iteration 15Q: 3 clusters Score -4428828 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -4428937.000000 Penalty: 5201.863770
	Iteration 16Q: 3 clusters Score -4428937 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4429037.500000 Penalty: 5201.863770
	Iteration 17Q: 3 clusters Score -4429038 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4429127.000000 Penalty: 5201.863770
	Iteration 18Q: 3 clusters Score -4429127 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4429201.500000 Penalty: 5201.863770
	Iteration 19Q: 3 clusters Score -4429202 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4429286.500000 Penalty: 5201.863770
	Iteration 20F: 3 clusters Score -4429286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4429367.500000 Penalty: 5201.863770
	Iteration 21Q: 3 clusters Score -4429368 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4429462.500000 Penalty: 5201.863770
	Iteration 22Q: 3 clusters Score -4429462 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4429551.500000 Penalty: 5201.863770
	Iteration 23Q: 3 clusters Score -4429552 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4429617.500000 Penalty: 5201.863770
	Iteration 24Q: 3 clusters Score -4429618 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4429701.000000 Penalty: 5201.863770
	Iteration 25Q: 3 clusters Score -4429701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4429773.000000 Penalty: 5201.863770
	Iteration 26Q: 3 clusters Score -4429773 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4429844.000000 Penalty: 5201.863770
	Iteration 27Q: 3 clusters Score -4429844 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4429899.000000 Penalty: 5201.863770
	Iteration 28Q: 3 clusters Score -4429899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4429937.500000 Penalty: 5201.863770
	Iteration 29Q: 3 clusters Score -4429938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4429999.000000 Penalty: 5201.863770
	Iteration 30Q: 3 clusters Score -4429999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4430041.500000 Penalty: 5201.863770
	Iteration 31Q: 3 clusters Score -4430042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4430066.500000 Penalty: 5201.863770
	Iteration 32Q: 3 clusters Score -4430066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4430109.000000 Penalty: 5201.863770
	Iteration 33Q: 3 clusters Score -4430109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4430157.500000 Penalty: 5201.863770
	Iteration 34Q: 3 clusters Score -4430158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4430187.500000 Penalty: 5201.863770
	Iteration 35Q: 3 clusters Score -4430188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4430210.000000 Penalty: 5201.863770
	Iteration 36Q: 3 clusters Score -4430210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4430245.000000 Penalty: 5201.863770
	Iteration 37Q: 3 clusters Score -4430245 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4430291.000000 Penalty: 5201.863770
	Iteration 38Q: 3 clusters Score -4430291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4430357.500000 Penalty: 5201.863770
	Iteration 39Q: 3 clusters Score -4430358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4430379.000000 Penalty: 5201.863770
	Iteration 40F: 3 clusters Score -4430379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4430410.500000 Penalty: 5201.863770
	Iteration 41Q: 3 clusters Score -4430410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4430463.500000 Penalty: 5201.863770
	Iteration 42Q: 3 clusters Score -4430464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4430512.000000 Penalty: 5201.863770
	Iteration 43Q: 3 clusters Score -4430512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4430542.000000 Penalty: 5201.863770
	Iteration 44Q: 3 clusters Score -4430542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4430560.500000 Penalty: 5201.863770
	Iteration 45Q: 3 clusters Score -4430560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4430576.500000 Penalty: 5201.863770
	Iteration 46Q: 3 clusters Score -4430576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4430586.500000 Penalty: 5201.863770
	Iteration 47Q: 3 clusters Score -4430586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4430601.000000 Penalty: 5201.863770
	Iteration 48Q: 3 clusters Score -4430601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4430601.000000 Penalty: 5201.863770
	Iteration 49Q: 3 clusters Score -4430601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4430600.000000 Penalty: 5201.863770
	Iteration 50Q: 3 clusters Score -4430600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4430596.000000 Penalty: 5201.863770
	Iteration 51Q: 3 clusters Score -4430596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4430595.000000 Penalty: 5201.863770
	Iteration 52Q: 3 clusters Score -4430595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4430597.000000 Penalty: 5201.863770
	Iteration 53Q: 3 clusters Score -4430597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4430600.000000 Penalty: 5201.863770
	Iteration 54Q: 3 clusters Score -4430600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4430602.500000 Penalty: 5201.863770
	Iteration 55Q: 3 clusters Score -4430602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4430602.500000 Penalty: 5201.863770
	Iteration 56F: 3 clusters Score -4430602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Entering Unmasked Estep 
Score: -2015811.250000 Penalty: 2398.389404
	Iteration 0F: 2 clusters Score -2015811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2004453.375000 Penalty: 4796.778809
	Iteration 0F: 3 clusters Score -2004453 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2008253.250000 Penalty: 4796.778809
	Iteration 1F: 3 clusters Score -2008253 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2008704.750000 Penalty: 4796.778809
	Iteration 2F: 3 clusters Score -2008705 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2009164.750000 Penalty: 4796.778809
	Iteration 3F: 3 clusters Score -2009165 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2009628.125000 Penalty: 4796.778809
	Iteration 4F: 3 clusters Score -2009628 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2010111.500000 Penalty: 4796.778809
	Iteration 5Q: 3 clusters Score -2010112 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2010702.125000 Penalty: 4796.778809
	Iteration 6F: 3 clusters Score -2010702 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2011387.250000 Penalty: 4796.778809
	Iteration 7F: 3 clusters Score -2011387 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2012085.375000 Penalty: 4796.778809
	Iteration 8F: 3 clusters Score -2012085 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2012706.000000 Penalty: 4796.778809
	Iteration 9F: 3 clusters Score -2012706 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2013218.875000 Penalty: 4796.778809
	Iteration 10F: 3 clusters Score -2013219 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2013704.875000 Penalty: 4796.778809
	Iteration 11Q: 3 clusters Score -2013705 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2014179.375000 Penalty: 4796.778809
	Iteration 12Q: 3 clusters Score -2014179 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2014549.250000 Penalty: 4796.778809
	Iteration 13Q: 3 clusters Score -2014549 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2014777.250000 Penalty: 4796.778809
	Iteration 14Q: 3 clusters Score -2014777 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2014949.250000 Penalty: 4796.778809
	Iteration 15Q: 3 clusters Score -2014949 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2015061.000000 Penalty: 4796.778809
	Iteration 16Q: 3 clusters Score -2015061 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2015146.750000 Penalty: 4796.778809
	Iteration 17Q: 3 clusters Score -2015147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2015220.125000 Penalty: 4796.778809
	Iteration 18Q: 3 clusters Score -2015220 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2015277.250000 Penalty: 4796.778809
	Iteration 19Q: 3 clusters Score -2015277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2015315.125000 Penalty: 4796.778809
	Iteration 20F: 3 clusters Score -2015315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2015347.750000 Penalty: 4796.778809
	Iteration 21Q: 3 clusters Score -2015348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2015360.625000 Penalty: 4796.778809
	Iteration 22Q: 3 clusters Score -2015361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2015373.000000 Penalty: 4796.778809
	Iteration 23Q: 3 clusters Score -2015373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2015382.500000 Penalty: 4796.778809
	Iteration 24Q: 3 clusters Score -2015382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2015384.125000 Penalty: 4796.778809
	Iteration 25Q: 3 clusters Score -2015384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2015394.125000 Penalty: 4796.778809
	Iteration 26Q: 3 clusters Score -2015394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2015401.625000 Penalty: 4796.778809
	Iteration 27Q: 3 clusters Score -2015402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2015405.125000 Penalty: 4796.778809
	Iteration 28Q: 3 clusters Score -2015405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2015406.750000 Penalty: 4796.778809
	Iteration 29Q: 3 clusters Score -2015407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2015409.375000 Penalty: 4796.778809
	Iteration 30Q: 3 clusters Score -2015409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2015406.625000 Penalty: 4796.778809
	Iteration 31Q: 3 clusters Score -2015407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2015407.375000 Penalty: 4796.778809
	Iteration 32Q: 3 clusters Score -2015407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2015405.750000 Penalty: 4796.778809
	Iteration 33Q: 3 clusters Score -2015406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2015406.250000 Penalty: 4796.778809
	Iteration 34Q: 3 clusters Score -2015406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2015412.000000 Penalty: 4796.778809
	Iteration 35Q: 3 clusters Score -2015412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2015413.875000 Penalty: 4796.778809
	Iteration 36Q: 3 clusters Score -2015414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2015412.375000 Penalty: 4796.778809
	Iteration 37Q: 3 clusters Score -2015412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2015415.500000 Penalty: 4796.778809
	Iteration 38Q: 3 clusters Score -2015416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2015419.125000 Penalty: 4796.778809
	Iteration 39Q: 3 clusters Score -2015419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2015417.250000 Penalty: 4796.778809
	Iteration 40F: 3 clusters Score -2015417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2015417.875000 Penalty: 4796.778809
	Iteration 41Q: 3 clusters Score -2015418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2015414.625000 Penalty: 4796.778809
	Iteration 42Q: 3 clusters Score -2015415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2015416.625000 Penalty: 4796.778809
	Iteration 43Q: 3 clusters Score -2015417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2015417.750000 Penalty: 4796.778809
	Iteration 44Q: 3 clusters Score -2015418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2015418.625000 Penalty: 4796.778809
	Iteration 45Q: 3 clusters Score -2015419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2015421.500000 Penalty: 4796.778809
	Iteration 46Q: 3 clusters Score -2015422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2015422.625000 Penalty: 4796.778809
	Iteration 47Q: 3 clusters Score -2015423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2015422.250000 Penalty: 4796.778809
	Iteration 48Q: 3 clusters Score -2015422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2015427.125000 Penalty: 4796.778809
	Iteration 49Q: 3 clusters Score -2015427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2015425.750000 Penalty: 4796.778809
	Iteration 50Q: 3 clusters Score -2015426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2015424.375000 Penalty: 4796.778809
	Iteration 51Q: 3 clusters Score -2015424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2015425.875000 Penalty: 4796.778809
	Iteration 52Q: 3 clusters Score -2015426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2015422.125000 Penalty: 4796.778809
	Iteration 53Q: 3 clusters Score -2015422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2015423.750000 Penalty: 4796.778809
	Iteration 54Q: 3 clusters Score -2015424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2015424.375000 Penalty: 4796.778809
	Iteration 55Q: 3 clusters Score -2015424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2015425.500000 Penalty: 4796.778809
	Iteration 56Q: 3 clusters Score -2015426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2015425.500000 Penalty: 4796.778809
	Iteration 57F: 3 clusters Score -2015426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -110728.062500 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -110728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108851.585938 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -108851.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109157.351562 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -109157.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109253.882812 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -109253.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109313.859375 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -109313.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109350.210938 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -109350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109368.789062 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -109368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109390.132812 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -109390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109397.789062 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -109397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109413.046875 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -109413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109417.820312 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -109417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109426.281250 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -109426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109428.765625 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -109428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109431.906250 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -109431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109433.929688 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -109433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109435.218750 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -109435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109435.218750 Penalty: 3403.408936
	Iteration 15F: 3 clusters Score -109435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1119521.750000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1119522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1112384.875000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1112385 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1114468.625000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1114469 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1114822.000000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1114822 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1115100.625000 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -1115101 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1115366.250000 Penalty: 4526.647949
	Iteration 4Q: 3 clusters Score -1115366 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1115667.000000 Penalty: 4526.647949
	Iteration 5F: 3 clusters Score -1115667 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1115965.125000 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -1115965 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1116233.250000 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -1116233 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1116486.875000 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -1116487 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1116754.875000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1116755 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1117031.875000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1117032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1117319.375000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1117319 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1117614.750000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1117615 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1117893.750000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1117894 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1118115.875000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1118116 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1118268.000000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1118268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1118344.875000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1118345 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1118389.000000 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1118389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1118421.000000 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1118421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1118431.875000 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1118432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1118439.000000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1118439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1118442.375000 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1118442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1118445.000000 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -1118445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1118448.000000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -1118448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1118454.375000 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -1118454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1118457.250000 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -1118457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1118460.125000 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -1118460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1118457.875000 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -1118458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1118459.375000 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -1118459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1118460.375000 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -1118460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1118462.000000 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -1118462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1118462.500000 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -1118462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1118462.500000 Penalty: 4526.647949
	Iteration 32F: 3 clusters Score -1118462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -286089.281250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -286089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283278.531250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -283278.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283736.125000 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -283736.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283893.125000 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -283893.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283988.906250 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -283988.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -284038.843750 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -284038.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284065.781250 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -284065.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -284082.968750 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -284083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284093.156250 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -284093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -284104.093750 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -284104.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284112.437500 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -284112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -284119.125000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -284119.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -284124.843750 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -284124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284130.312500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -284130.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284142.031250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -284142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284150.218750 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -284150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -284153.312500 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -284153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -284154.437500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -284154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284156.187500 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -284156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284158.750000 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -284158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284159.781250 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -284159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284160.875000 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -284160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284161.906250 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -284161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284161.906250 Penalty: 3837.857666
	Iteration 22F: 3 clusters Score -284161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33231.726562 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33231.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31923.675781 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31923.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32080.751953 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32080.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32132.279297 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -32132.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32151.458984 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32151.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32152.298828 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32158.085938 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32158.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32160.658203 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32160.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32160.658203 Penalty: 2908.361084
	Iteration 7F: 3 clusters Score -32160.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -108484.062500 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -108484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106534.992188 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -106535 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106873.476562 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -106873.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107093.742188 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -107093.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107327.726562 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -107327.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107467.570312 Penalty: 3437.040283
	Iteration 4F: 3 clusters Score -107467.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107581.335938 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -107581.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107655.000000 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -107655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107703.406250 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -107703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -107745.593750 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -107745.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107822.078125 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -107822.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107895.234375 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -107895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107975.781250 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -107975.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108064.742188 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -108064.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108151.398438 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -108151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108240.890625 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -108240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108261.945312 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -108261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108272.468750 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -108272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108284.171875 Penalty: 3437.040283
	Iteration 17Q: 3 clusters Score -108284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108285.539062 Penalty: 3437.040283
	Iteration 18Q: 3 clusters Score -108285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108289.453125 Penalty: 3437.040283
	Iteration 19Q: 3 clusters Score -108289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108289.453125 Penalty: 3437.040283
	Iteration 20F: 3 clusters Score -108289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -57603.253906 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -57603.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56059.257812 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -56059.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56257.996094 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -56258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56326.261719 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -56326.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56355.636719 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -56355.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56362.273438 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -56362.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56373.875000 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -56373.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56378.722656 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56378.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56383.089844 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56383.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56383.691406 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56383.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56384.402344 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -56384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56386.730469 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -56386.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56388.296875 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -56388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56388.296875 Penalty: 3126.099121
	Iteration 12F: 3 clusters Score -56388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (202459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202459 members 
Entering Unmasked Estep 
Score: -25304152.000000 Penalty: 3030.136475
	Iteration 0F: 2 clusters Score -2.530415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -25170636.000000 Penalty: 6060.272949
	Iteration 0F: 3 clusters Score -2.517064e+07 nChanged 97364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -25228220.000000 Penalty: 6060.272949
	Iteration 1F: 3 clusters Score -2.522822e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -25229906.000000 Penalty: 6060.272949
	Iteration 2Q: 3 clusters Score -2.522991e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -25232206.000000 Penalty: 6060.272949
	Iteration 3Q: 3 clusters Score -2.523221e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -25236148.000000 Penalty: 6060.272949
	Iteration 4Q: 3 clusters Score -2.523615e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -25241572.000000 Penalty: 6060.272949
	Iteration 5F: 3 clusters Score -2.524157e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123144 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -25249638.000000 Penalty: 6060.272949
	Iteration 6F: 3 clusters Score -2.524964e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131218 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -25260636.000000 Penalty: 6060.272949
	Iteration 7F: 3 clusters Score -2.526064e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139181 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -25272756.000000 Penalty: 6060.272949
	Iteration 8F: 3 clusters Score -2.527276e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -25281998.000000 Penalty: 6060.272949
	Iteration 9F: 3 clusters Score -2.5282e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -25286908.000000 Penalty: 6060.272949
	Iteration 10Q: 3 clusters Score -2.528691e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -25289592.000000 Penalty: 6060.272949
	Iteration 11Q: 3 clusters Score -2.528959e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -25291872.000000 Penalty: 6060.272949
	Iteration 12Q: 3 clusters Score -2.529187e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -25294008.000000 Penalty: 6060.272949
	Iteration 13Q: 3 clusters Score -2.529401e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163026 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -25295778.000000 Penalty: 6060.272949
	Iteration 14Q: 3 clusters Score -2.529578e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -25297666.000000 Penalty: 6060.272949
	Iteration 15Q: 3 clusters Score -2.529767e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -25299116.000000 Penalty: 6060.272949
	Iteration 16Q: 3 clusters Score -2.529912e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -25300434.000000 Penalty: 6060.272949
	Iteration 17Q: 3 clusters Score -2.530043e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171856 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -25301194.000000 Penalty: 6060.272949
	Iteration 18Q: 3 clusters Score -2.530119e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -25301806.000000 Penalty: 6060.272949
	Iteration 19Q: 3 clusters Score -2.530181e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174795 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -25302234.000000 Penalty: 6060.272949
	Iteration 20F: 3 clusters Score -2.530223e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -25302604.000000 Penalty: 6060.272949
	Iteration 21Q: 3 clusters Score -2.53026e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177039 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -25302750.000000 Penalty: 6060.272949
	Iteration 22Q: 3 clusters Score -2.530275e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -25302944.000000 Penalty: 6060.272949
	Iteration 23Q: 3 clusters Score -2.530294e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -25303020.000000 Penalty: 6060.272949
	Iteration 24Q: 3 clusters Score -2.530302e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179387 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -25303144.000000 Penalty: 6060.272949
	Iteration 25Q: 3 clusters Score -2.530314e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180062 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -25303186.000000 Penalty: 6060.272949
	Iteration 26Q: 3 clusters Score -2.530319e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -25303240.000000 Penalty: 6060.272949
	Iteration 27Q: 3 clusters Score -2.530324e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -25303258.000000 Penalty: 6060.272949
	Iteration 28Q: 3 clusters Score -2.530326e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181666 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -25303288.000000 Penalty: 6060.272949
	Iteration 29Q: 3 clusters Score -2.530329e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -25303336.000000 Penalty: 6060.272949
	Iteration 30Q: 3 clusters Score -2.530334e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182467 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -25303344.000000 Penalty: 6060.272949
	Iteration 31Q: 3 clusters Score -2.530334e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -25303386.000000 Penalty: 6060.272949
	Iteration 32Q: 3 clusters Score -2.530339e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183156 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -25303418.000000 Penalty: 6060.272949
	Iteration 33Q: 3 clusters Score -2.530342e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -25303454.000000 Penalty: 6060.272949
	Iteration 34Q: 3 clusters Score -2.530345e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -25303490.000000 Penalty: 6060.272949
	Iteration 35Q: 3 clusters Score -2.530349e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -25303480.000000 Penalty: 6060.272949
	Iteration 36Q: 3 clusters Score -2.530348e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -25303526.000000 Penalty: 6060.272949
	Iteration 37Q: 3 clusters Score -2.530353e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -25303522.000000 Penalty: 6060.272949
	Iteration 38Q: 3 clusters Score -2.530352e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -25303532.000000 Penalty: 6060.272949
	Iteration 39Q: 3 clusters Score -2.530353e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185016 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -25303580.000000 Penalty: 6060.272949
	Iteration 40F: 3 clusters Score -2.530358e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -25303582.000000 Penalty: 6060.272949
	Iteration 41Q: 3 clusters Score -2.530358e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -25303592.000000 Penalty: 6060.272949
	Iteration 42Q: 3 clusters Score -2.530359e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185732 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -25303582.000000 Penalty: 6060.272949
	Iteration 43Q: 3 clusters Score -2.530358e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185969 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -25303540.000000 Penalty: 6060.272949
	Iteration 44Q: 3 clusters Score -2.530354e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -25303562.000000 Penalty: 6060.272949
	Iteration 45Q: 3 clusters Score -2.530356e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186385 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -25303592.000000 Penalty: 6060.272949
	Iteration 46Q: 3 clusters Score -2.530359e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186544 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -25303610.000000 Penalty: 6060.272949
	Iteration 47Q: 3 clusters Score -2.530361e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -25303550.000000 Penalty: 6060.272949
	Iteration 48Q: 3 clusters Score -2.530355e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186862 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -25303488.000000 Penalty: 6060.272949
	Iteration 49Q: 3 clusters Score -2.530349e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 50Q: 3 clusters Score -2.530346e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -25303496.000000 Penalty: 6060.272949
	Iteration 51Q: 3 clusters Score -2.53035e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -25303494.000000 Penalty: 6060.272949
	Iteration 52Q: 3 clusters Score -2.530349e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187415 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -25303514.000000 Penalty: 6060.272949
	Iteration 53Q: 3 clusters Score -2.530351e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -25303522.000000 Penalty: 6060.272949
	Iteration 54Q: 3 clusters Score -2.530352e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -25303532.000000 Penalty: 6060.272949
	Iteration 55Q: 3 clusters Score -2.530353e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -25303552.000000 Penalty: 6060.272949
	Iteration 56Q: 3 clusters Score -2.530355e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187870 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -25303582.000000 Penalty: 6060.272949
	Iteration 57Q: 3 clusters Score -2.530358e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -25303584.000000 Penalty: 6060.272949
	Iteration 58Q: 3 clusters Score -2.530358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188069 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -25303576.000000 Penalty: 6060.272949
	Iteration 59Q: 3 clusters Score -2.530358e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -25303568.000000 Penalty: 6060.272949
	Iteration 60F: 3 clusters Score -2.530357e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188243 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -25303538.000000 Penalty: 6060.272949
	Iteration 61Q: 3 clusters Score -2.530354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188335 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -25303538.000000 Penalty: 6060.272949
	Iteration 62Q: 3 clusters Score -2.530354e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 63Q: 3 clusters Score -2.53035e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188562 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 64Q: 3 clusters Score -2.530351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -25303488.000000 Penalty: 6060.272949
	Iteration 65Q: 3 clusters Score -2.530349e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188777 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -25303472.000000 Penalty: 6060.272949
	Iteration 66Q: 3 clusters Score -2.530347e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188879 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -25303506.000000 Penalty: 6060.272949
	Iteration 67Q: 3 clusters Score -2.530351e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188996 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -25303510.000000 Penalty: 6060.272949
	Iteration 68Q: 3 clusters Score -2.530351e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -25303444.000000 Penalty: 6060.272949
	Iteration 69Q: 3 clusters Score -2.530344e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189241 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -25303442.000000 Penalty: 6060.272949
	Iteration 70Q: 3 clusters Score -2.530344e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189374 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -25303482.000000 Penalty: 6060.272949
	Iteration 71Q: 3 clusters Score -2.530348e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 72Q: 3 clusters Score -2.53035e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189629 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -25303552.000000 Penalty: 6060.272949
	Iteration 73Q: 3 clusters Score -2.530355e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189744 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -25303580.000000 Penalty: 6060.272949
	Iteration 74Q: 3 clusters Score -2.530358e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -25303596.000000 Penalty: 6060.272949
	Iteration 75Q: 3 clusters Score -2.53036e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -25303580.000000 Penalty: 6060.272949
	Iteration 76Q: 3 clusters Score -2.530358e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190019 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -25303622.000000 Penalty: 6060.272949
	Iteration 77Q: 3 clusters Score -2.530362e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190101 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -25303570.000000 Penalty: 6060.272949
	Iteration 78Q: 3 clusters Score -2.530357e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -25303560.000000 Penalty: 6060.272949
	Iteration 79Q: 3 clusters Score -2.530356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190258 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -25303584.000000 Penalty: 6060.272949
	Iteration 80F: 3 clusters Score -2.530358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -25303582.000000 Penalty: 6060.272949
	Iteration 81Q: 3 clusters Score -2.530358e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -25303586.000000 Penalty: 6060.272949
	Iteration 82Q: 3 clusters Score -2.530359e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -25303584.000000 Penalty: 6060.272949
	Iteration 83Q: 3 clusters Score -2.530358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -25303576.000000 Penalty: 6060.272949
	Iteration 84Q: 3 clusters Score -2.530358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190567 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -25303578.000000 Penalty: 6060.272949
	Iteration 85Q: 3 clusters Score -2.530358e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190629 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -25303550.000000 Penalty: 6060.272949
	Iteration 86Q: 3 clusters Score -2.530355e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190676 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -25303554.000000 Penalty: 6060.272949
	Iteration 87Q: 3 clusters Score -2.530355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190728 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -25303558.000000 Penalty: 6060.272949
	Iteration 88Q: 3 clusters Score -2.530356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 89Q: 3 clusters Score -2.530351e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190833 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 90Q: 3 clusters Score -2.530351e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190879 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -25303538.000000 Penalty: 6060.272949
	Iteration 91Q: 3 clusters Score -2.530354e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190923 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -25303534.000000 Penalty: 6060.272949
	Iteration 92Q: 3 clusters Score -2.530353e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190961 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -25303470.000000 Penalty: 6060.272949
	Iteration 93Q: 3 clusters Score -2.530347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191005 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -25303440.000000 Penalty: 6060.272949
	Iteration 94Q: 3 clusters Score -2.530344e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191049 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -25303448.000000 Penalty: 6060.272949
	Iteration 95Q: 3 clusters Score -2.530345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191081 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -25303446.000000 Penalty: 6060.272949
	Iteration 96Q: 3 clusters Score -2.530345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -25303426.000000 Penalty: 6060.272949
	Iteration 97Q: 3 clusters Score -2.530343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191144 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -25303426.000000 Penalty: 6060.272949
	Iteration 98Q: 3 clusters Score -2.530343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -25303422.000000 Penalty: 6060.272949
	Iteration 99Q: 3 clusters Score -2.530342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -25303450.000000 Penalty: 6060.272949
	Iteration 100F: 3 clusters Score -2.530345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191242 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -25303434.000000 Penalty: 6060.272949
	Iteration 101Q: 3 clusters Score -2.530343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191276 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -25303442.000000 Penalty: 6060.272949
	Iteration 102Q: 3 clusters Score -2.530344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -25303446.000000 Penalty: 6060.272949
	Iteration 103Q: 3 clusters Score -2.530345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191330 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -25303450.000000 Penalty: 6060.272949
	Iteration 104Q: 3 clusters Score -2.530345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -25303454.000000 Penalty: 6060.272949
	Iteration 105Q: 3 clusters Score -2.530345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -25303402.000000 Penalty: 6060.272949
	Iteration 106Q: 3 clusters Score -2.53034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191411 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -25303412.000000 Penalty: 6060.272949
	Iteration 107Q: 3 clusters Score -2.530341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -25303436.000000 Penalty: 6060.272949
	Iteration 108Q: 3 clusters Score -2.530344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191461 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -25303424.000000 Penalty: 6060.272949
	Iteration 109Q: 3 clusters Score -2.530342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -25303422.000000 Penalty: 6060.272949
	Iteration 110Q: 3 clusters Score -2.530342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -25303408.000000 Penalty: 6060.272949
	Iteration 111Q: 3 clusters Score -2.530341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -25303422.000000 Penalty: 6060.272949
	Iteration 112Q: 3 clusters Score -2.530342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191553 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -25303436.000000 Penalty: 6060.272949
	Iteration 113Q: 3 clusters Score -2.530344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191576 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -25303414.000000 Penalty: 6060.272949
	Iteration 114Q: 3 clusters Score -2.530341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191590 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -25303422.000000 Penalty: 6060.272949
	Iteration 115Q: 3 clusters Score -2.530342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191606 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -25303432.000000 Penalty: 6060.272949
	Iteration 116Q: 3 clusters Score -2.530343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -25303426.000000 Penalty: 6060.272949
	Iteration 117Q: 3 clusters Score -2.530343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191630 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -25303442.000000 Penalty: 6060.272949
	Iteration 118Q: 3 clusters Score -2.530344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -25303422.000000 Penalty: 6060.272949
	Iteration 119Q: 3 clusters Score -2.530342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191649 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -25303434.000000 Penalty: 6060.272949
	Iteration 120F: 3 clusters Score -2.530343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -25303446.000000 Penalty: 6060.272949
	Iteration 121Q: 3 clusters Score -2.530345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191666 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -25303468.000000 Penalty: 6060.272949
	Iteration 122Q: 3 clusters Score -2.530347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191670 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 123Q: 3 clusters Score -2.530346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191679 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -25303440.000000 Penalty: 6060.272949
	Iteration 124Q: 3 clusters Score -2.530344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191686 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -25303450.000000 Penalty: 6060.272949
	Iteration 125Q: 3 clusters Score -2.530345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191699 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 126Q: 3 clusters Score -2.530346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -25303454.000000 Penalty: 6060.272949
	Iteration 127Q: 3 clusters Score -2.530345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191722 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -25303464.000000 Penalty: 6060.272949
	Iteration 128Q: 3 clusters Score -2.530346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191733 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -25303450.000000 Penalty: 6060.272949
	Iteration 129Q: 3 clusters Score -2.530345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191744 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 130Q: 3 clusters Score -2.530346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 131Q: 3 clusters Score -2.530346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191749 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -25303462.000000 Penalty: 6060.272949
	Iteration 132Q: 3 clusters Score -2.530346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191751 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -25303456.000000 Penalty: 6060.272949
	Iteration 133Q: 3 clusters Score -2.530346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -25303460.000000 Penalty: 6060.272949
	Iteration 134Q: 3 clusters Score -2.530346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191756 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -25303464.000000 Penalty: 6060.272949
	Iteration 135Q: 3 clusters Score -2.530346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -25303474.000000 Penalty: 6060.272949
	Iteration 136Q: 3 clusters Score -2.530347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191766 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -25303476.000000 Penalty: 6060.272949
	Iteration 137Q: 3 clusters Score -2.530348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191774 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 138Q: 3 clusters Score -2.53035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -25303488.000000 Penalty: 6060.272949
	Iteration 139Q: 3 clusters Score -2.530349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191786 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -25303484.000000 Penalty: 6060.272949
	Iteration 140F: 3 clusters Score -2.530348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -25303486.000000 Penalty: 6060.272949
	Iteration 141Q: 3 clusters Score -2.530349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -25303490.000000 Penalty: 6060.272949
	Iteration 142Q: 3 clusters Score -2.530349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191800 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -25303496.000000 Penalty: 6060.272949
	Iteration 143Q: 3 clusters Score -2.53035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191804 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -25303506.000000 Penalty: 6060.272949
	Iteration 144Q: 3 clusters Score -2.530351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191809 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 145Q: 3 clusters Score -2.530351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -25303534.000000 Penalty: 6060.272949
	Iteration 146Q: 3 clusters Score -2.530353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -25303530.000000 Penalty: 6060.272949
	Iteration 147Q: 3 clusters Score -2.530353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -25303526.000000 Penalty: 6060.272949
	Iteration 148Q: 3 clusters Score -2.530353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -25303514.000000 Penalty: 6060.272949
	Iteration 149Q: 3 clusters Score -2.530351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -25303518.000000 Penalty: 6060.272949
	Iteration 150Q: 3 clusters Score -2.530352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191835 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -25303518.000000 Penalty: 6060.272949
	Iteration 151Q: 3 clusters Score -2.530352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -25303504.000000 Penalty: 6060.272949
	Iteration 152Q: 3 clusters Score -2.53035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191847 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -25303510.000000 Penalty: 6060.272949
	Iteration 153Q: 3 clusters Score -2.530351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191853 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -25303504.000000 Penalty: 6060.272949
	Iteration 154Q: 3 clusters Score -2.53035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191855 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 155Q: 3 clusters Score -2.53035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191856 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -25303506.000000 Penalty: 6060.272949
	Iteration 156Q: 3 clusters Score -2.530351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191859 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -25303514.000000 Penalty: 6060.272949
	Iteration 157Q: 3 clusters Score -2.530351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191864 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -25303516.000000 Penalty: 6060.272949
	Iteration 158Q: 3 clusters Score -2.530352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -25303486.000000 Penalty: 6060.272949
	Iteration 159Q: 3 clusters Score -2.530349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -25303482.000000 Penalty: 6060.272949
	Iteration 160F: 3 clusters Score -2.530348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191871 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -25303496.000000 Penalty: 6060.272949
	Iteration 161Q: 3 clusters Score -2.53035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191874 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -25303504.000000 Penalty: 6060.272949
	Iteration 162Q: 3 clusters Score -2.53035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191878 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -25303500.000000 Penalty: 6060.272949
	Iteration 163Q: 3 clusters Score -2.53035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191881 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -25303520.000000 Penalty: 6060.272949
	Iteration 164Q: 3 clusters Score -2.530352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191883 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -25303526.000000 Penalty: 6060.272949
	Iteration 165Q: 3 clusters Score -2.530353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -25303514.000000 Penalty: 6060.272949
	Iteration 166Q: 3 clusters Score -2.530351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191885 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -25303518.000000 Penalty: 6060.272949
	Iteration 167Q: 3 clusters Score -2.530352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -25303514.000000 Penalty: 6060.272949
	Iteration 168Q: 3 clusters Score -2.530351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191889 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 169Q: 3 clusters Score -2.530351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191890 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -25303516.000000 Penalty: 6060.272949
	Iteration 170Q: 3 clusters Score -2.530352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191891 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -25303512.000000 Penalty: 6060.272949
	Iteration 171Q: 3 clusters Score -2.530351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191892 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -25303508.000000 Penalty: 6060.272949
	Iteration 172Q: 3 clusters Score -2.530351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191893 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 173Q: 3 clusters Score -2.53035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 174Q: 3 clusters Score -2.53035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -25303502.000000 Penalty: 6060.272949
	Iteration 175F: 3 clusters Score -2.53035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -336640.875000 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -336640.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -333290.593750 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -333290.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -334095.312500 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -334095.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -334443.343750 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -334443.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -334669.031250 Penalty: 3994.412598
	Iteration 3F: 3 clusters Score -334669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -334825.593750 Penalty: 3994.412598
	Iteration 4F: 3 clusters Score -334825.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -334931.812500 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -334931.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -335043.625000 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -335043.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335112.843750 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -335112.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -335173.812500 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -335173.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335222.250000 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -335222.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -335255.187500 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -335255.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -335278.406250 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -335278.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -335300.093750 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -335300.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -335319.562500 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -335319.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -335334.375000 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -335334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -335346.906250 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -335346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -335355.093750 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -335355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -335357.062500 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -335357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -335360.593750 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -335360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -335366.656250 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -335366.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -335370.375000 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -335370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -335373.906250 Penalty: 3994.412598
	Iteration 21Q: 3 clusters Score -335373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -335378.031250 Penalty: 3994.412598
	Iteration 22Q: 3 clusters Score -335378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -335382.343750 Penalty: 3994.412598
	Iteration 23Q: 3 clusters Score -335382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -335387.281250 Penalty: 3994.412598
	Iteration 24Q: 3 clusters Score -335387.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -335392.187500 Penalty: 3994.412598
	Iteration 25Q: 3 clusters Score -335392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -335397.343750 Penalty: 3994.412598
	Iteration 26Q: 3 clusters Score -335397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -335402.687500 Penalty: 3994.412598
	Iteration 27Q: 3 clusters Score -335402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -335406.812500 Penalty: 3994.412598
	Iteration 28Q: 3 clusters Score -335406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -335416.500000 Penalty: 3994.412598
	Iteration 29Q: 3 clusters Score -335416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -335426.437500 Penalty: 3994.412598
	Iteration 30Q: 3 clusters Score -335426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -335434.375000 Penalty: 3994.412598
	Iteration 31Q: 3 clusters Score -335434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -335437.375000 Penalty: 3994.412598
	Iteration 32Q: 3 clusters Score -335437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -335438.875000 Penalty: 3994.412598
	Iteration 33Q: 3 clusters Score -335438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -335440.531250 Penalty: 3994.412598
	Iteration 34Q: 3 clusters Score -335440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -335442.031250 Penalty: 3994.412598
	Iteration 35Q: 3 clusters Score -335442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -335443.187500 Penalty: 3994.412598
	Iteration 36Q: 3 clusters Score -335443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -335445.718750 Penalty: 3994.412598
	Iteration 37Q: 3 clusters Score -335445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -335447.500000 Penalty: 3994.412598
	Iteration 38Q: 3 clusters Score -335447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -335448.656250 Penalty: 3994.412598
	Iteration 39Q: 3 clusters Score -335448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -335448.312500 Penalty: 3994.412598
	Iteration 40F: 3 clusters Score -335448.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -335449.218750 Penalty: 3994.412598
	Iteration 41Q: 3 clusters Score -335449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -335449.968750 Penalty: 3994.412598
	Iteration 42Q: 3 clusters Score -335450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -335449.968750 Penalty: 3994.412598
	Iteration 43F: 3 clusters Score -335450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -168511.625000 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -168511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166234.203125 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -166234.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166607.109375 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -166607.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166749.171875 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -166749.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -166822.328125 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -166822.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -166891.593750 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -166891.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166949.218750 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -166949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166980.046875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -166980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -167009.703125 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -167009.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -167032.031250 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -167032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -167054.515625 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -167054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -167062.343750 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -167062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -167064.578125 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -167064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167065.734375 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -167065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167067.984375 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -167068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -167068.609375 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -167068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -167068.609375 Penalty: 3625.369141
	Iteration 15F: 3 clusters Score -167068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -11866.321289 Penalty: 1242.637573
	Iteration 0F: 2 clusters Score -11866.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10955.425781 Penalty: 2485.275146
	Iteration 0F: 3 clusters Score -10955.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10983.168945 Penalty: 2485.275146
	Iteration 1F: 3 clusters Score -10983.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -51277.441406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -51277.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49848.156250 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -49848.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50091.359375 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -50091.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50160.359375 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -50160.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50191.191406 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -50191.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50201.832031 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -50201.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50218.074219 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -50218.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50225.703125 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -50225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50228.027344 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -50228.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50230.128906 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -50230.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50233.585938 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -50233.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50235.089844 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -50235.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50235.089844 Penalty: 3076.457764
	Iteration 11F: 3 clusters Score -50235.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26330.562500 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -26330.56 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 130 members 
Entering Unmasked Estep 
Score: -25181.244141 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -25181.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25455.896484 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -25455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25593.378906 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -25593.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25640.437500 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -25640.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25729.466797 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25729.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25747.738281 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25747.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25759.343750 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -25759.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25761.009766 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -25761.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25765.222656 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -25765.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25770.449219 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -25770.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25776.177734 Penalty: 2794.855469
	Iteration 10Q: 3 clusters Score -25776.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25779.710938 Penalty: 2794.855469
	Iteration 11Q: 3 clusters Score -25779.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25784.580078 Penalty: 2794.855469
	Iteration 12Q: 3 clusters Score -25784.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25784.580078 Penalty: 2794.855469
	Iteration 13F: 3 clusters Score -25784.58 nChanged 0
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -433076160.000000 Penalty: 179413.531250
20->49 Clusters: Score -433076160.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 58583 members 
Mstep: Class 3 contains 58376 members 
Mstep: Class 4 contains 58601 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 58713 members 
Mstep: Class 7 contains 58525 members 
Mstep: Class 8 contains 58478 members 
Mstep: Class 9 contains 58413 members 
Mstep: Class 10 contains 58479 members 
Mstep: Class 11 contains 58596 members 
Mstep: Class 12 contains 58427 members 
Mstep: Class 13 contains 58288 members 
Mstep: Class 14 contains 58340 members 
Mstep: Class 15 contains 58312 members 
Mstep: Class 16 contains 58720 members 
Mstep: Class 17 contains 58755 members 
Mstep: Class 18 contains 59086 members 
Mstep: Class 19 contains 58299 members 
Mstep: Class 20 contains 58742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1484.201904 but Gain 3465.320312
Score: -133226648.000000 Penalty: 65841.195312
Iteration 0F: 20 clusters Score -1.332266e+08 nChanged 1110214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5501 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 60437 members 
Mstep: Class 3 contains 44935 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 90905 members 
Mstep: Class 6 contains 5881 members 
Mstep: Class 7 contains 301895 members 
Mstep: Class 8 contains 40984 members 
Mstep: Class 9 contains 73939 members 
Mstep: Class 10 contains 33601 members 
Mstep: Class 11 contains 63968 members 
Mstep: Class 13 contains 45744 members 
Mstep: Class 14 contains 27000 members 
Mstep: Class 15 contains 35767 members 
Mstep: Class 16 contains 12410 members 
Mstep: Class 17 contains 130187 members 
Mstep: Class 18 contains 52226 members 
Mstep: Class 19 contains 53703 members 
Mstep: Class 20 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138656656.000000 Penalty: 65841.195312
Iteration 1F: 20 clusters Score -1.386567e+08 nChanged 477801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4365 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 52301 members 
Mstep: Class 3 contains 34177 members 
Mstep: Class 4 contains 25121 members 
Mstep: Class 5 contains 73179 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 409422 members 
Mstep: Class 8 contains 31952 members 
Mstep: Class 9 contains 65435 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 65464 members 
Mstep: Class 13 contains 30997 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 12872 members 
Mstep: Class 17 contains 160113 members 
Mstep: Class 18 contains 30573 members 
Mstep: Class 19 contains 45014 members 
Mstep: Class 20 contains 31916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139967056.000000 Penalty: 65841.195312
Iteration 2F: 20 clusters Score -1.399671e+08 nChanged 340096
Entering Unmasked Mstep 
Mstep: Class 0 contains 2781 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 64117 members 
Mstep: Class 3 contains 26971 members 
Mstep: Class 4 contains 24315 members 
Mstep: Class 5 contains 60469 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 423920 members 
Mstep: Class 8 contains 41394 members 
Mstep: Class 9 contains 69584 members 
Mstep: Class 10 contains 13888 members 
Mstep: Class 11 contains 48661 members 
Mstep: Class 13 contains 25805 members 
Mstep: Class 14 contains 8928 members 
Mstep: Class 15 contains 31053 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 197742 members 
Mstep: Class 18 contains 17752 members 
Mstep: Class 19 contains 43203 members 
Mstep: Class 20 contains 36486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140628144.000000 Penalty: 65841.195312
Iteration 3F: 20 clusters Score -1.406281e+08 nChanged 246380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2035 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 72357 members 
Mstep: Class 3 contains 21583 members 
Mstep: Class 4 contains 21282 members 
Mstep: Class 5 contains 56014 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 387380 members 
Mstep: Class 8 contains 44415 members 
Mstep: Class 9 contains 89186 members 
Mstep: Class 10 contains 9984 members 
Mstep: Class 11 contains 30942 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 29936 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 244856 members 
Mstep: Class 18 contains 12016 members 
Mstep: Class 19 contains 45059 members 
Mstep: Class 20 contains 36581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141013872.000000 Penalty: 65841.195312
Iteration 4F: 20 clusters Score -1.410139e+08 nChanged 176267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1704 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 72549 members 
Mstep: Class 3 contains 16907 members 
Mstep: Class 4 contains 18411 members 
Mstep: Class 5 contains 51493 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 349604 members 
Mstep: Class 8 contains 43425 members 
Mstep: Class 9 contains 114730 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 18785 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 31279 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 279233 members 
Mstep: Class 18 contains 9235 members 
Mstep: Class 19 contains 47443 members 
Mstep: Class 20 contains 33562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141267456.000000 Penalty: 65841.195312
Iteration 5F: 20 clusters Score -1.412675e+08 nChanged 129061
Entering Unmasked Mstep 
Mstep: Class 0 contains 889 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 68786 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 47720 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 317430 members 
Mstep: Class 8 contains 43419 members 
Mstep: Class 9 contains 137180 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 13 contains 40333 members 
Mstep: Class 14 contains 12439 members 
Mstep: Class 15 contains 31830 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 303640 members 
Mstep: Class 18 contains 6995 members 
Mstep: Class 19 contains 49995 members 
Mstep: Class 20 contains 30116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141428336.000000 Penalty: 65841.195312
Iteration 6F: 20 clusters Score -1.414283e+08 nChanged 94277
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 63894 members 
Mstep: Class 3 contains 11991 members 
Mstep: Class 4 contains 15188 members 
Mstep: Class 5 contains 45068 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 286646 members 
Mstep: Class 8 contains 44121 members 
Mstep: Class 9 contains 154087 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 13 contains 44342 members 
Mstep: Class 14 contains 13199 members 
Mstep: Class 15 contains 31893 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 325263 members 
Mstep: Class 18 contains 5729 members 
Mstep: Class 19 contains 52854 members 
Mstep: Class 20 contains 27227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141508960.000000 Penalty: 65841.195312
Iteration 7F: 20 clusters Score -1.41509e+08 nChanged 73387
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 58721 members 
Mstep: Class 3 contains 10922 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 43255 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 258075 members 
Mstep: Class 8 contains 45165 members 
Mstep: Class 9 contains 166741 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 13 contains 47485 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 344512 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 55377 members 
Mstep: Class 20 contains 25170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141580112.000000 Penalty: 65841.195312
Iteration 8F: 20 clusters Score -1.415801e+08 nChanged 62604
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 53682 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 41479 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 232578 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 176150 members 
Mstep: Class 10 contains 11883 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 13 contains 50057 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 30369 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 361901 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 57363 members 
Mstep: Class 20 contains 23918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3204.768066 but Gain 3465.328125
Score: -141617264.000000 Penalty: 62375.867188
Iteration 9F: 19 clusters Score -1.416173e+08 nChanged 56669
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 49297 members 
Mstep: Class 3 contains 10010 members 
Mstep: Class 4 contains 14023 members 
Mstep: Class 5 contains 39558 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 213455 members 
Mstep: Class 8 contains 48387 members 
Mstep: Class 9 contains 183705 members 
Mstep: Class 10 contains 13323 members 
Mstep: Class 13 contains 52436 members 
Mstep: Class 14 contains 15241 members 
Mstep: Class 15 contains 29046 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 375079 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 59122 members 
Mstep: Class 20 contains 23008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141638800.000000 Penalty: 62375.867188
Iteration 10Q: 19 clusters Score -1.416388e+08 nChanged 48402
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 45110 members 
Mstep: Class 3 contains 9875 members 
Mstep: Class 4 contains 13859 members 
Mstep: Class 5 contains 37989 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 198574 members 
Mstep: Class 8 contains 50336 members 
Mstep: Class 9 contains 188763 members 
Mstep: Class 10 contains 14291 members 
Mstep: Class 13 contains 54686 members 
Mstep: Class 14 contains 15832 members 
Mstep: Class 15 contains 27440 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 383801 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 60757 members 
Mstep: Class 20 contains 22241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141652048.000000 Penalty: 62375.867188
Iteration 11Q: 19 clusters Score -1.41652e+08 nChanged 41247
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 41532 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 4 contains 13613 members 
Mstep: Class 5 contains 36908 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 188185 members 
Mstep: Class 8 contains 52362 members 
Mstep: Class 9 contains 192622 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 13 contains 56932 members 
Mstep: Class 14 contains 16288 members 
Mstep: Class 15 contains 25697 members 
Mstep: Class 16 contains 3374 members 
Mstep: Class 17 contains 388619 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 62456 members 
Mstep: Class 20 contains 21560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141662480.000000 Penalty: 62375.867188
Iteration 12Q: 19 clusters Score -1.416625e+08 nChanged 34520
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 38502 members 
Mstep: Class 3 contains 10081 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 36397 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 181786 members 
Mstep: Class 8 contains 54294 members 
Mstep: Class 9 contains 195400 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 13 contains 58767 members 
Mstep: Class 14 contains 16658 members 
Mstep: Class 15 contains 23890 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 390222 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 64298 members 
Mstep: Class 20 contains 20908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141672176.000000 Penalty: 62375.867188
Iteration 13Q: 19 clusters Score -1.416722e+08 nChanged 28667
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 35925 members 
Mstep: Class 3 contains 10336 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 36121 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 177994 members 
Mstep: Class 8 contains 56075 members 
Mstep: Class 9 contains 197429 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 13 contains 60210 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 22123 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 390109 members 
Mstep: Class 18 contains 3740 members 
Mstep: Class 19 contains 66218 members 
Mstep: Class 20 contains 20377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141678960.000000 Penalty: 62375.867188
Iteration 14Q: 19 clusters Score -1.41679e+08 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 33667 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 12334 members 
Mstep: Class 5 contains 35937 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 175917 members 
Mstep: Class 8 contains 57538 members 
Mstep: Class 9 contains 198859 members 
Mstep: Class 10 contains 16478 members 
Mstep: Class 13 contains 61296 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 20841 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 389155 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 68028 members 
Mstep: Class 20 contains 19978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141684304.000000 Penalty: 62375.867188
Iteration 15Q: 19 clusters Score -1.416843e+08 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 31712 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 11865 members 
Mstep: Class 5 contains 35718 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 174662 members 
Mstep: Class 8 contains 58862 members 
Mstep: Class 9 contains 199861 members 
Mstep: Class 10 contains 16880 members 
Mstep: Class 13 contains 62055 members 
Mstep: Class 14 contains 17260 members 
Mstep: Class 15 contains 19909 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 387955 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 69849 members 
Mstep: Class 20 contains 19647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141689424.000000 Penalty: 62375.867188
Iteration 16Q: 19 clusters Score -1.416894e+08 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 30075 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 11358 members 
Mstep: Class 5 contains 35440 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 174069 members 
Mstep: Class 8 contains 59977 members 
Mstep: Class 9 contains 200578 members 
Mstep: Class 10 contains 17114 members 
Mstep: Class 13 contains 62544 members 
Mstep: Class 14 contains 17321 members 
Mstep: Class 15 contains 19273 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 386518 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 71619 members 
Mstep: Class 20 contains 19491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141694544.000000 Penalty: 62375.867188
Iteration 17Q: 19 clusters Score -1.416945e+08 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 3 contains 11556 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 35105 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 173941 members 
Mstep: Class 8 contains 60981 members 
Mstep: Class 9 contains 201025 members 
Mstep: Class 10 contains 17291 members 
Mstep: Class 13 contains 62835 members 
Mstep: Class 14 contains 17374 members 
Mstep: Class 15 contains 18790 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 384917 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 73278 members 
Mstep: Class 20 contains 19423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141699296.000000 Penalty: 62375.867188
Iteration 18Q: 19 clusters Score -1.416993e+08 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 27801 members 
Mstep: Class 3 contains 11813 members 
Mstep: Class 4 contains 10555 members 
Mstep: Class 5 contains 34661 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 173856 members 
Mstep: Class 8 contains 61874 members 
Mstep: Class 9 contains 201294 members 
Mstep: Class 10 contains 17475 members 
Mstep: Class 13 contains 62992 members 
Mstep: Class 14 contains 17394 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 383422 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 75014 members 
Mstep: Class 20 contains 19473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141705648.000000 Penalty: 62375.867188
Iteration 19Q: 19 clusters Score -1.417056e+08 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 4 contains 10207 members 
Mstep: Class 5 contains 34270 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 173828 members 
Mstep: Class 8 contains 62608 members 
Mstep: Class 9 contains 201412 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 13 contains 63036 members 
Mstep: Class 14 contains 17400 members 
Mstep: Class 15 contains 18211 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 381942 members 
Mstep: Class 18 contains 4370 members 
Mstep: Class 19 contains 76679 members 
Mstep: Class 20 contains 19637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713600.000000 Penalty: 62375.867188
Iteration 20F: 19 clusters Score -1.417136e+08 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 26076 members 
Mstep: Class 3 contains 12385 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 173711 members 
Mstep: Class 8 contains 63207 members 
Mstep: Class 9 contains 201445 members 
Mstep: Class 10 contains 17853 members 
Mstep: Class 13 contains 62984 members 
Mstep: Class 14 contains 17391 members 
Mstep: Class 15 contains 18346 members 
Mstep: Class 16 contains 2121 members 
Mstep: Class 17 contains 380541 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 78409 members 
Mstep: Class 20 contains 19839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141718832.000000 Penalty: 62375.867188
Iteration 21Q: 19 clusters Score -1.417188e+08 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 25379 members 
Mstep: Class 3 contains 12696 members 
Mstep: Class 4 contains 9979 members 
Mstep: Class 5 contains 33678 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 173560 members 
Mstep: Class 8 contains 63693 members 
Mstep: Class 9 contains 201435 members 
Mstep: Class 10 contains 17999 members 
Mstep: Class 13 contains 62938 members 
Mstep: Class 14 contains 17376 members 
Mstep: Class 15 contains 18498 members 
Mstep: Class 16 contains 1892 members 
Mstep: Class 17 contains 379240 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 80125 members 
Mstep: Class 20 contains 20108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724176.000000 Penalty: 62375.867188
Iteration 22Q: 19 clusters Score -1.417242e+08 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 24836 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 33438 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 173332 members 
Mstep: Class 8 contains 64132 members 
Mstep: Class 9 contains 201411 members 
Mstep: Class 10 contains 18102 members 
Mstep: Class 13 contains 62936 members 
Mstep: Class 14 contains 17348 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 377982 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 81823 members 
Mstep: Class 20 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728752.000000 Penalty: 62375.867188
Iteration 23Q: 19 clusters Score -1.417288e+08 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 9536 members 
Mstep: Class 5 contains 33133 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 172952 members 
Mstep: Class 8 contains 64513 members 
Mstep: Class 9 contains 201491 members 
Mstep: Class 10 contains 18220 members 
Mstep: Class 13 contains 62906 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 18660 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 376780 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 83560 members 
Mstep: Class 20 contains 20641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732368.000000 Penalty: 62375.867188
Iteration 24Q: 19 clusters Score -1.417324e+08 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 32897 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 172461 members 
Mstep: Class 8 contains 64817 members 
Mstep: Class 9 contains 201526 members 
Mstep: Class 10 contains 18328 members 
Mstep: Class 13 contains 62863 members 
Mstep: Class 14 contains 17282 members 
Mstep: Class 15 contains 18758 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 375817 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 85242 members 
Mstep: Class 20 contains 20699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735808.000000 Penalty: 62375.867188
Iteration 25Q: 19 clusters Score -1.417358e+08 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 23733 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 5 contains 32669 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 171822 members 
Mstep: Class 8 contains 65119 members 
Mstep: Class 9 contains 201620 members 
Mstep: Class 10 contains 18410 members 
Mstep: Class 13 contains 62805 members 
Mstep: Class 14 contains 17256 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 374892 members 
Mstep: Class 18 contains 4462 members 
Mstep: Class 19 contains 86937 members 
Mstep: Class 20 contains 20678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738864.000000 Penalty: 62375.867188
Iteration 26Q: 19 clusters Score -1.417389e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 23496 members 
Mstep: Class 3 contains 14392 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 32408 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 171003 members 
Mstep: Class 8 contains 65379 members 
Mstep: Class 9 contains 201718 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 13 contains 62730 members 
Mstep: Class 14 contains 17226 members 
Mstep: Class 15 contains 18899 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 374016 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 88721 members 
Mstep: Class 20 contains 20633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741360.000000 Penalty: 62375.867188
Iteration 27Q: 19 clusters Score -1.417414e+08 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 23292 members 
Mstep: Class 3 contains 14769 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 32222 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 170010 members 
Mstep: Class 8 contains 65626 members 
Mstep: Class 9 contains 201821 members 
Mstep: Class 10 contains 18591 members 
Mstep: Class 13 contains 62664 members 
Mstep: Class 14 contains 17196 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 373333 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 90397 members 
Mstep: Class 20 contains 20560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742864.000000 Penalty: 62375.867188
Iteration 28Q: 19 clusters Score -1.417429e+08 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 23090 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 8330 members 
Mstep: Class 5 contains 32084 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 168784 members 
Mstep: Class 8 contains 65850 members 
Mstep: Class 9 contains 201888 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 13 contains 62630 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 18987 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 372777 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 92226 members 
Mstep: Class 20 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743968.000000 Penalty: 62375.867188
Iteration 29Q: 19 clusters Score -1.41744e+08 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 22951 members 
Mstep: Class 3 contains 15511 members 
Mstep: Class 4 contains 8189 members 
Mstep: Class 5 contains 31967 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 167485 members 
Mstep: Class 8 contains 66055 members 
Mstep: Class 9 contains 201979 members 
Mstep: Class 10 contains 18678 members 
Mstep: Class 13 contains 62605 members 
Mstep: Class 14 contains 17132 members 
Mstep: Class 15 contains 19024 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 372289 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 93965 members 
Mstep: Class 20 contains 20281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745152.000000 Penalty: 62375.867188
Iteration 30Q: 19 clusters Score -1.417452e+08 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 22757 members 
Mstep: Class 3 contains 15931 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 31901 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 166025 members 
Mstep: Class 8 contains 66241 members 
Mstep: Class 9 contains 202045 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 13 contains 62566 members 
Mstep: Class 14 contains 17115 members 
Mstep: Class 15 contains 19063 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 371995 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 95696 members 
Mstep: Class 20 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141746336.000000 Penalty: 62375.867188
Iteration 31Q: 19 clusters Score -1.417463e+08 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 22579 members 
Mstep: Class 3 contains 16357 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 31879 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 164527 members 
Mstep: Class 8 contains 66387 members 
Mstep: Class 9 contains 202143 members 
Mstep: Class 10 contains 18681 members 
Mstep: Class 13 contains 62535 members 
Mstep: Class 14 contains 17089 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 371819 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 97318 members 
Mstep: Class 20 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747648.000000 Penalty: 62375.867188
Iteration 32Q: 19 clusters Score -1.417476e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 22380 members 
Mstep: Class 3 contains 16765 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 31835 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 162994 members 
Mstep: Class 8 contains 66558 members 
Mstep: Class 9 contains 202274 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 13 contains 62481 members 
Mstep: Class 14 contains 17052 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 371716 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 98861 members 
Mstep: Class 20 contains 19651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748112.000000 Penalty: 62375.867188
Iteration 33Q: 19 clusters Score -1.417481e+08 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 17150 members 
Mstep: Class 4 contains 7796 members 
Mstep: Class 5 contains 31708 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 161536 members 
Mstep: Class 8 contains 66700 members 
Mstep: Class 9 contains 202422 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 13 contains 62456 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 371706 members 
Mstep: Class 18 contains 4465 members 
Mstep: Class 19 contains 100260 members 
Mstep: Class 20 contains 19478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748448.000000 Penalty: 62375.867188
Iteration 34Q: 19 clusters Score -1.417484e+08 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 22018 members 
Mstep: Class 3 contains 17459 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 31560 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 160189 members 
Mstep: Class 8 contains 66858 members 
Mstep: Class 9 contains 202562 members 
Mstep: Class 10 contains 18702 members 
Mstep: Class 13 contains 62448 members 
Mstep: Class 14 contains 16997 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 371810 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 101477 members 
Mstep: Class 20 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141748784.000000 Penalty: 62375.867188
Iteration 35Q: 19 clusters Score -1.417488e+08 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 21849 members 
Mstep: Class 3 contains 17755 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 31430 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 158955 members 
Mstep: Class 8 contains 67008 members 
Mstep: Class 9 contains 202715 members 
Mstep: Class 10 contains 18683 members 
Mstep: Class 13 contains 62452 members 
Mstep: Class 14 contains 16973 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 371981 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 102514 members 
Mstep: Class 20 contains 19110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749392.000000 Penalty: 62375.867188
Iteration 36Q: 19 clusters Score -1.417494e+08 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 21678 members 
Mstep: Class 3 contains 18067 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 31248 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 157905 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 202871 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 13 contains 62468 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 372168 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 103352 members 
Mstep: Class 20 contains 18941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750480.000000 Penalty: 62375.867188
Iteration 37Q: 19 clusters Score -1.417505e+08 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 21520 members 
Mstep: Class 3 contains 18355 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 156953 members 
Mstep: Class 8 contains 67295 members 
Mstep: Class 9 contains 203028 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 13 contains 62466 members 
Mstep: Class 14 contains 16930 members 
Mstep: Class 15 contains 19138 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 372444 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104028 members 
Mstep: Class 20 contains 18846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141750720.000000 Penalty: 62375.867188
Iteration 38Q: 19 clusters Score -1.417507e+08 nChanged 4356
Entering ConstructFrom: 
Score: -141750720.000000 Penalty: 62375.867188
Entering ConstructFrom: 
Trying to split cluster 1 (43065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Entering Unmasked Estep 
Score: -5300641.000000 Penalty: 2646.275391
	Iteration 0F: 2 clusters Score -5300641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5271677.000000 Penalty: 5292.550781
	Iteration 0F: 3 clusters Score -5271677 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5282962.000000 Penalty: 5292.550781
	Iteration 1F: 3 clusters Score -5282962 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -5284372.000000 Penalty: 5292.550781
	Iteration 2F: 3 clusters Score -5284372 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5286201.000000 Penalty: 5292.550781
	Iteration 3F: 3 clusters Score -5286201 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -5288436.500000 Penalty: 5292.550781
	Iteration 4F: 3 clusters Score -5288436 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5291126.000000 Penalty: 5292.550781
	Iteration 5F: 3 clusters Score -5291126 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -5293611.500000 Penalty: 5292.550781
	Iteration 6F: 3 clusters Score -5293612 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5295676.000000 Penalty: 5292.550781
	Iteration 7F: 3 clusters Score -5295676 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -5297100.000000 Penalty: 5292.550781
	Iteration 8Q: 3 clusters Score -5297100 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5297866.000000 Penalty: 5292.550781
	Iteration 9Q: 3 clusters Score -5297866 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5298280.000000 Penalty: 5292.550781
	Iteration 10Q: 3 clusters Score -5298280 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5298520.500000 Penalty: 5292.550781
	Iteration 11Q: 3 clusters Score -5298520 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5298613.000000 Penalty: 5292.550781
	Iteration 12Q: 3 clusters Score -5298613 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -5298689.000000 Penalty: 5292.550781
	Iteration 13Q: 3 clusters Score -5298689 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5298737.500000 Penalty: 5292.550781
	Iteration 14Q: 3 clusters Score -5298738 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -5298778.000000 Penalty: 5292.550781
	Iteration 15Q: 3 clusters Score -5298778 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5298842.500000 Penalty: 5292.550781
	Iteration 16Q: 3 clusters Score -5298842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5298848.500000 Penalty: 5292.550781
	Iteration 17Q: 3 clusters Score -5298848 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5298875.500000 Penalty: 5292.550781
	Iteration 18Q: 3 clusters Score -5298876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5298877.000000 Penalty: 5292.550781
	Iteration 19Q: 3 clusters Score -5298877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5298893.500000 Penalty: 5292.550781
	Iteration 20F: 3 clusters Score -5298894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -5298902.500000 Penalty: 5292.550781
	Iteration 21Q: 3 clusters Score -5298902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5298909.000000 Penalty: 5292.550781
	Iteration 22Q: 3 clusters Score -5298909 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5298929.500000 Penalty: 5292.550781
	Iteration 23Q: 3 clusters Score -5298930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -5298946.000000 Penalty: 5292.550781
	Iteration 24Q: 3 clusters Score -5298946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -5298972.000000 Penalty: 5292.550781
	Iteration 25Q: 3 clusters Score -5298972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5298970.500000 Penalty: 5292.550781
	Iteration 26Q: 3 clusters Score -5298970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5298990.000000 Penalty: 5292.550781
	Iteration 27Q: 3 clusters Score -5298990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5298988.500000 Penalty: 5292.550781
	Iteration 28Q: 3 clusters Score -5298988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5298998.000000 Penalty: 5292.550781
	Iteration 29Q: 3 clusters Score -5298998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -5299011.000000 Penalty: 5292.550781
	Iteration 30Q: 3 clusters Score -5299011 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5299018.000000 Penalty: 5292.550781
	Iteration 31Q: 3 clusters Score -5299018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5299041.500000 Penalty: 5292.550781
	Iteration 32Q: 3 clusters Score -5299042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5299070.000000 Penalty: 5292.550781
	Iteration 33Q: 3 clusters Score -5299070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5299071.500000 Penalty: 5292.550781
	Iteration 34Q: 3 clusters Score -5299072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5299089.000000 Penalty: 5292.550781
	Iteration 35Q: 3 clusters Score -5299089 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5299100.500000 Penalty: 5292.550781
	Iteration 36Q: 3 clusters Score -5299100 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -5299111.000000 Penalty: 5292.550781
	Iteration 37Q: 3 clusters Score -5299111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5299136.000000 Penalty: 5292.550781
	Iteration 38Q: 3 clusters Score -5299136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -5299159.500000 Penalty: 5292.550781
	Iteration 39Q: 3 clusters Score -5299160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -5299178.500000 Penalty: 5292.550781
	Iteration 40F: 3 clusters Score -5299178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5299189.500000 Penalty: 5292.550781
	Iteration 41Q: 3 clusters Score -5299190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -5299210.000000 Penalty: 5292.550781
	Iteration 42Q: 3 clusters Score -5299210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5299217.000000 Penalty: 5292.550781
	Iteration 43Q: 3 clusters Score -5299217 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -5299223.500000 Penalty: 5292.550781
	Iteration 44Q: 3 clusters Score -5299224 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -5299258.500000 Penalty: 5292.550781
	Iteration 45Q: 3 clusters Score -5299258 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5299293.500000 Penalty: 5292.550781
	Iteration 46Q: 3 clusters Score -5299294 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5299348.000000 Penalty: 5292.550781
	Iteration 47Q: 3 clusters Score -5299348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5299400.500000 Penalty: 5292.550781
	Iteration 48Q: 3 clusters Score -5299400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5299448.500000 Penalty: 5292.550781
	Iteration 49Q: 3 clusters Score -5299448 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5299494.000000 Penalty: 5292.550781
	Iteration 50Q: 3 clusters Score -5299494 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5299572.000000 Penalty: 5292.550781
	Iteration 51Q: 3 clusters Score -5299572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5299664.000000 Penalty: 5292.550781
	Iteration 52Q: 3 clusters Score -5299664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -5299723.500000 Penalty: 5292.550781
	Iteration 53Q: 3 clusters Score -5299724 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -5299818.000000 Penalty: 5292.550781
	Iteration 54Q: 3 clusters Score -5299818 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5299925.500000 Penalty: 5292.550781
	Iteration 55Q: 3 clusters Score -5299926 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5300032.000000 Penalty: 5292.550781
	Iteration 56Q: 3 clusters Score -5300032 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5300135.500000 Penalty: 5292.550781
	Iteration 57Q: 3 clusters Score -5300136 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -5300225.000000 Penalty: 5292.550781
	Iteration 58Q: 3 clusters Score -5300225 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5300332.500000 Penalty: 5292.550781
	Iteration 59Q: 3 clusters Score -5300332 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5300402.500000 Penalty: 5292.550781
	Iteration 60F: 3 clusters Score -5300402 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5300523.500000 Penalty: 5292.550781
	Iteration 61Q: 3 clusters Score -5300524 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5300610.000000 Penalty: 5292.550781
	Iteration 62Q: 3 clusters Score -5300610 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5300736.000000 Penalty: 5292.550781
	Iteration 63Q: 3 clusters Score -5300736 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5300836.000000 Penalty: 5292.550781
	Iteration 64Q: 3 clusters Score -5300836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5300931.000000 Penalty: 5292.550781
	Iteration 65Q: 3 clusters Score -5300931 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5301033.000000 Penalty: 5292.550781
	Iteration 66Q: 3 clusters Score -5301033 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5301143.000000 Penalty: 5292.550781
	Iteration 67Q: 3 clusters Score -5301143 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5301279.500000 Penalty: 5292.550781
	Iteration 68Q: 3 clusters Score -5301280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5301425.500000 Penalty: 5292.550781
	Iteration 69Q: 3 clusters Score -5301426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5301627.500000 Penalty: 5292.550781
	Iteration 70Q: 3 clusters Score -5301628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5302000.500000 Penalty: 5292.550781
	Iteration 71Q: 3 clusters Score -5302000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5302904.500000 Penalty: 5292.550781
	Iteration 72Q: 3 clusters Score -5302904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5303773.500000 Penalty: 5292.550781
	Iteration 73Q: 3 clusters Score -5303774 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5304003.500000 Penalty: 5292.550781
	Iteration 74Q: 3 clusters Score -5304004 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5304054.000000 Penalty: 5292.550781
	Iteration 75Q: 3 clusters Score -5304054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5304051.000000 Penalty: 5292.550781
	Iteration 76Q: 3 clusters Score -5304051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5304059.000000 Penalty: 5292.550781
	Iteration 77Q: 3 clusters Score -5304059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5304062.000000 Penalty: 5292.550781
	Iteration 78Q: 3 clusters Score -5304062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5304064.000000 Penalty: 5292.550781
	Iteration 79Q: 3 clusters Score -5304064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5304067.500000 Penalty: 5292.550781
	Iteration 80F: 3 clusters Score -5304068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5304076.500000 Penalty: 5292.550781
	Iteration 81Q: 3 clusters Score -5304076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5304081.000000 Penalty: 5292.550781
	Iteration 82Q: 3 clusters Score -5304081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5304080.500000 Penalty: 5292.550781
	Iteration 83Q: 3 clusters Score -5304080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5304087.000000 Penalty: 5292.550781
	Iteration 84Q: 3 clusters Score -5304087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5304084.500000 Penalty: 5292.550781
	Iteration 85Q: 3 clusters Score -5304084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5304090.000000 Penalty: 5292.550781
	Iteration 86Q: 3 clusters Score -5304090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5304089.500000 Penalty: 5292.550781
	Iteration 87Q: 3 clusters Score -5304090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5304089.500000 Penalty: 5292.550781
	Iteration 88F: 3 clusters Score -5304090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 30776 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 156151 members 
Mstep: Class 8 contains 67414 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Entering Unmasked Estep 
Score: -141753248.000000 Penalty: 65841.195312
Splitting cluster 1 changes total score from -141750720.000000 to -141753248.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -2452762.250000 Penalty: 2472.357178
	Iteration 0F: 2 clusters Score -2452762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2437826.750000 Penalty: 4944.714355
	Iteration 0F: 3 clusters Score -2437827 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2443565.750000 Penalty: 4944.714355
	Iteration 1F: 3 clusters Score -2443566 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2444418.750000 Penalty: 4944.714355
	Iteration 2F: 3 clusters Score -2444419 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2445261.250000 Penalty: 4944.714355
	Iteration 3F: 3 clusters Score -2445261 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2446170.250000 Penalty: 4944.714355
	Iteration 4F: 3 clusters Score -2446170 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2447113.000000 Penalty: 4944.714355
	Iteration 5F: 3 clusters Score -2447113 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2448098.750000 Penalty: 4944.714355
	Iteration 6F: 3 clusters Score -2448099 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2449026.250000 Penalty: 4944.714355
	Iteration 7F: 3 clusters Score -2449026 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2449752.500000 Penalty: 4944.714355
	Iteration 8F: 3 clusters Score -2449752 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2450303.750000 Penalty: 4944.714355
	Iteration 9Q: 3 clusters Score -2450304 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2450657.750000 Penalty: 4944.714355
	Iteration 10Q: 3 clusters Score -2450658 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2450897.000000 Penalty: 4944.714355
	Iteration 11Q: 3 clusters Score -2450897 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2451111.500000 Penalty: 4944.714355
	Iteration 12Q: 3 clusters Score -2451112 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2451340.000000 Penalty: 4944.714355
	Iteration 13Q: 3 clusters Score -2451340 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2451584.500000 Penalty: 4944.714355
	Iteration 14Q: 3 clusters Score -2451584 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2451854.500000 Penalty: 4944.714355
	Iteration 15Q: 3 clusters Score -2451854 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2452081.250000 Penalty: 4944.714355
	Iteration 16Q: 3 clusters Score -2452081 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2452221.000000 Penalty: 4944.714355
	Iteration 17Q: 3 clusters Score -2452221 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2452324.500000 Penalty: 4944.714355
	Iteration 18Q: 3 clusters Score -2452324 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2452394.500000 Penalty: 4944.714355
	Iteration 19Q: 3 clusters Score -2452394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2452461.250000 Penalty: 4944.714355
	Iteration 20F: 3 clusters Score -2452461 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2452500.750000 Penalty: 4944.714355
	Iteration 21Q: 3 clusters Score -2452501 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2452538.000000 Penalty: 4944.714355
	Iteration 22Q: 3 clusters Score -2452538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2452566.000000 Penalty: 4944.714355
	Iteration 23Q: 3 clusters Score -2452566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2452580.000000 Penalty: 4944.714355
	Iteration 24Q: 3 clusters Score -2452580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2452587.250000 Penalty: 4944.714355
	Iteration 25Q: 3 clusters Score -2452587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2452600.000000 Penalty: 4944.714355
	Iteration 26Q: 3 clusters Score -2452600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2452614.500000 Penalty: 4944.714355
	Iteration 27Q: 3 clusters Score -2452614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2452619.250000 Penalty: 4944.714355
	Iteration 28Q: 3 clusters Score -2452619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2452630.500000 Penalty: 4944.714355
	Iteration 29Q: 3 clusters Score -2452630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2452643.750000 Penalty: 4944.714355
	Iteration 30Q: 3 clusters Score -2452644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2452644.750000 Penalty: 4944.714355
	Iteration 31Q: 3 clusters Score -2452645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2452650.250000 Penalty: 4944.714355
	Iteration 32Q: 3 clusters Score -2452650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2452652.500000 Penalty: 4944.714355
	Iteration 33Q: 3 clusters Score -2452652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2452653.000000 Penalty: 4944.714355
	Iteration 34Q: 3 clusters Score -2452653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2452656.250000 Penalty: 4944.714355
	Iteration 35Q: 3 clusters Score -2452656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2452664.500000 Penalty: 4944.714355
	Iteration 36Q: 3 clusters Score -2452664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2452664.500000 Penalty: 4944.714355
	Iteration 37Q: 3 clusters Score -2452664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2452661.750000 Penalty: 4944.714355
	Iteration 38Q: 3 clusters Score -2452662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2452664.250000 Penalty: 4944.714355
	Iteration 39Q: 3 clusters Score -2452664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2452663.750000 Penalty: 4944.714355
	Iteration 40F: 3 clusters Score -2452664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2212239.750000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2212240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2199161.500000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2199162 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2203647.000000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2203647 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2204142.750000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2204143 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2204624.250000 Penalty: 4876.747559
	Iteration 3F: 3 clusters Score -2204624 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2205120.750000 Penalty: 4876.747559
	Iteration 4F: 3 clusters Score -2205121 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2205629.500000 Penalty: 4876.747559
	Iteration 5F: 3 clusters Score -2205630 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2206251.250000 Penalty: 4876.747559
	Iteration 6F: 3 clusters Score -2206251 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2206892.000000 Penalty: 4876.747559
	Iteration 7F: 3 clusters Score -2206892 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2207561.000000 Penalty: 4876.747559
	Iteration 8Q: 3 clusters Score -2207561 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2208167.750000 Penalty: 4876.747559
	Iteration 9Q: 3 clusters Score -2208168 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2208613.250000 Penalty: 4876.747559
	Iteration 10Q: 3 clusters Score -2208613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2208945.750000 Penalty: 4876.747559
	Iteration 11Q: 3 clusters Score -2208946 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2209178.500000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2209178 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2209332.250000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2209332 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2209446.000000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2209446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2209562.750000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2209563 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2209699.500000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2209700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2209842.750000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2209843 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2209995.250000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2209995 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2210104.500000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2210104 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2210195.000000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2210195 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2210283.250000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2210283 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2210346.750000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2210347 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2210414.000000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2210414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2210472.000000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2210472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2210509.750000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2210510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2210552.500000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2210552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2210576.750000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2210577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2210588.500000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2210588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2210606.500000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2210606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2210633.750000 Penalty: 4876.747559
	Iteration 30Q: 3 clusters Score -2210634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2210646.000000 Penalty: 4876.747559
	Iteration 31Q: 3 clusters Score -2210646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2210650.000000 Penalty: 4876.747559
	Iteration 32Q: 3 clusters Score -2210650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2210664.500000 Penalty: 4876.747559
	Iteration 33Q: 3 clusters Score -2210664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2210668.250000 Penalty: 4876.747559
	Iteration 34Q: 3 clusters Score -2210668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2210672.750000 Penalty: 4876.747559
	Iteration 35Q: 3 clusters Score -2210673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2210681.000000 Penalty: 4876.747559
	Iteration 36Q: 3 clusters Score -2210681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2210686.250000 Penalty: 4876.747559
	Iteration 37Q: 3 clusters Score -2210686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2210690.750000 Penalty: 4876.747559
	Iteration 38Q: 3 clusters Score -2210691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2210693.750000 Penalty: 4876.747559
	Iteration 39Q: 3 clusters Score -2210694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2210694.250000 Penalty: 4876.747559
	Iteration 40F: 3 clusters Score -2210694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2210701.500000 Penalty: 4876.747559
	Iteration 41Q: 3 clusters Score -2210702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2210703.000000 Penalty: 4876.747559
	Iteration 42Q: 3 clusters Score -2210703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2210707.750000 Penalty: 4876.747559
	Iteration 43Q: 3 clusters Score -2210708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2210717.000000 Penalty: 4876.747559
	Iteration 44Q: 3 clusters Score -2210717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2210721.250000 Penalty: 4876.747559
	Iteration 45Q: 3 clusters Score -2210721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2210725.000000 Penalty: 4876.747559
	Iteration 46Q: 3 clusters Score -2210725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2210727.250000 Penalty: 4876.747559
	Iteration 47Q: 3 clusters Score -2210727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2210724.000000 Penalty: 4876.747559
	Iteration 48Q: 3 clusters Score -2210724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2210727.000000 Penalty: 4876.747559
	Iteration 49Q: 3 clusters Score -2210727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2210728.000000 Penalty: 4876.747559
	Iteration 50Q: 3 clusters Score -2210728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2210731.000000 Penalty: 4876.747559
	Iteration 51Q: 3 clusters Score -2210731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2210736.250000 Penalty: 4876.747559
	Iteration 52Q: 3 clusters Score -2210736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2210735.250000 Penalty: 4876.747559
	Iteration 53Q: 3 clusters Score -2210735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2210737.250000 Penalty: 4876.747559
	Iteration 54Q: 3 clusters Score -2210737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2210740.000000 Penalty: 4876.747559
	Iteration 55Q: 3 clusters Score -2210740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2210741.250000 Penalty: 4876.747559
	Iteration 56Q: 3 clusters Score -2210741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2210743.000000 Penalty: 4876.747559
	Iteration 57Q: 3 clusters Score -2210743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2210742.250000 Penalty: 4876.747559
	Iteration 58Q: 3 clusters Score -2210742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2210741.750000 Penalty: 4876.747559
	Iteration 59Q: 3 clusters Score -2210742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2210741.750000 Penalty: 4876.747559
	Iteration 60F: 3 clusters Score -2210742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Entering Unmasked Estep 
Score: -816614.250000 Penalty: 2217.178467
	Iteration 0F: 2 clusters Score -816614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -810686.562500 Penalty: 4434.356934
	Iteration 0F: 3 clusters Score -810686.6 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -813929.125000 Penalty: 4434.356934
	Iteration 1F: 3 clusters Score -813929.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -815737.687500 Penalty: 4434.356934
	Iteration 2F: 3 clusters Score -815737.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -816634.000000 Penalty: 4434.356934
	Iteration 3F: 3 clusters Score -816634 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -817115.312500 Penalty: 4434.356934
	Iteration 4F: 3 clusters Score -817115.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -817420.062500 Penalty: 4434.356934
	Iteration 5Q: 3 clusters Score -817420.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -817607.000000 Penalty: 4434.356934
	Iteration 6Q: 3 clusters Score -817607 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -817733.187500 Penalty: 4434.356934
	Iteration 7Q: 3 clusters Score -817733.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -817818.687500 Penalty: 4434.356934
	Iteration 8Q: 3 clusters Score -817818.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -817880.125000 Penalty: 4434.356934
	Iteration 9Q: 3 clusters Score -817880.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -817947.687500 Penalty: 4434.356934
	Iteration 10Q: 3 clusters Score -817947.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -818005.562500 Penalty: 4434.356934
	Iteration 11Q: 3 clusters Score -818005.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -818058.500000 Penalty: 4434.356934
	Iteration 12Q: 3 clusters Score -818058.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -818106.312500 Penalty: 4434.356934
	Iteration 13Q: 3 clusters Score -818106.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -818144.000000 Penalty: 4434.356934
	Iteration 14Q: 3 clusters Score -818144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -818180.937500 Penalty: 4434.356934
	Iteration 15Q: 3 clusters Score -818180.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -818218.812500 Penalty: 4434.356934
	Iteration 16Q: 3 clusters Score -818218.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -818247.687500 Penalty: 4434.356934
	Iteration 17Q: 3 clusters Score -818247.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -818277.562500 Penalty: 4434.356934
	Iteration 18Q: 3 clusters Score -818277.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -818301.000000 Penalty: 4434.356934
	Iteration 19Q: 3 clusters Score -818301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -818325.875000 Penalty: 4434.356934
	Iteration 20F: 3 clusters Score -818325.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -818346.312500 Penalty: 4434.356934
	Iteration 21Q: 3 clusters Score -818346.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -818364.187500 Penalty: 4434.356934
	Iteration 22Q: 3 clusters Score -818364.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -818377.875000 Penalty: 4434.356934
	Iteration 23Q: 3 clusters Score -818377.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -818390.750000 Penalty: 4434.356934
	Iteration 24Q: 3 clusters Score -818390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -818399.000000 Penalty: 4434.356934
	Iteration 25Q: 3 clusters Score -818399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -818409.250000 Penalty: 4434.356934
	Iteration 26Q: 3 clusters Score -818409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -818415.187500 Penalty: 4434.356934
	Iteration 27Q: 3 clusters Score -818415.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -818429.937500 Penalty: 4434.356934
	Iteration 28Q: 3 clusters Score -818429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -818441.687500 Penalty: 4434.356934
	Iteration 29Q: 3 clusters Score -818441.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -818455.437500 Penalty: 4434.356934
	Iteration 30Q: 3 clusters Score -818455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -818464.375000 Penalty: 4434.356934
	Iteration 31Q: 3 clusters Score -818464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -818474.500000 Penalty: 4434.356934
	Iteration 32Q: 3 clusters Score -818474.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -818482.687500 Penalty: 4434.356934
	Iteration 33Q: 3 clusters Score -818482.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -818492.875000 Penalty: 4434.356934
	Iteration 34Q: 3 clusters Score -818492.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -818511.687500 Penalty: 4434.356934
	Iteration 35Q: 3 clusters Score -818511.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -818537.687500 Penalty: 4434.356934
	Iteration 36Q: 3 clusters Score -818537.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -818571.875000 Penalty: 4434.356934
	Iteration 37Q: 3 clusters Score -818571.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -818600.187500 Penalty: 4434.356934
	Iteration 38Q: 3 clusters Score -818600.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -818627.812500 Penalty: 4434.356934
	Iteration 39Q: 3 clusters Score -818627.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -818667.875000 Penalty: 4434.356934
	Iteration 40F: 3 clusters Score -818667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -818710.312500 Penalty: 4434.356934
	Iteration 41Q: 3 clusters Score -818710.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -818751.562500 Penalty: 4434.356934
	Iteration 42Q: 3 clusters Score -818751.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -818796.687500 Penalty: 4434.356934
	Iteration 43Q: 3 clusters Score -818796.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -818826.062500 Penalty: 4434.356934
	Iteration 44Q: 3 clusters Score -818826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -818861.687500 Penalty: 4434.356934
	Iteration 45Q: 3 clusters Score -818861.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -818916.562500 Penalty: 4434.356934
	Iteration 46Q: 3 clusters Score -818916.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -818991.937500 Penalty: 4434.356934
	Iteration 47Q: 3 clusters Score -818991.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -819061.312500 Penalty: 4434.356934
	Iteration 48Q: 3 clusters Score -819061.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -819135.562500 Penalty: 4434.356934
	Iteration 49Q: 3 clusters Score -819135.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -819220.187500 Penalty: 4434.356934
	Iteration 50Q: 3 clusters Score -819220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -819294.000000 Penalty: 4434.356934
	Iteration 51Q: 3 clusters Score -819294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -819376.687500 Penalty: 4434.356934
	Iteration 52Q: 3 clusters Score -819376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -819454.625000 Penalty: 4434.356934
	Iteration 53Q: 3 clusters Score -819454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -819503.687500 Penalty: 4434.356934
	Iteration 54Q: 3 clusters Score -819503.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -819540.000000 Penalty: 4434.356934
	Iteration 55Q: 3 clusters Score -819540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -819553.687500 Penalty: 4434.356934
	Iteration 56Q: 3 clusters Score -819553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -819559.625000 Penalty: 4434.356934
	Iteration 57Q: 3 clusters Score -819559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -819559.625000 Penalty: 4434.356934
	Iteration 58F: 3 clusters Score -819559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 30776 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 156151 members 
Mstep: Class 8 contains 67414 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Entering Unmasked Estep 
Score: -141755024.000000 Penalty: 69306.515625
Splitting cluster 4 changes total score from -141750720.000000 to -141755024.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (30776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Entering Unmasked Estep 
Score: -3722880.750000 Penalty: 2562.953613
	Iteration 0F: 2 clusters Score -3722881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3701961.250000 Penalty: 5125.907227
	Iteration 0F: 3 clusters Score -3701961 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3710838.250000 Penalty: 5125.907227
	Iteration 1F: 3 clusters Score -3710838 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3713449.000000 Penalty: 5125.907227
	Iteration 2F: 3 clusters Score -3713449 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3716684.750000 Penalty: 5125.907227
	Iteration 3F: 3 clusters Score -3716685 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3719273.000000 Penalty: 5125.907227
	Iteration 4F: 3 clusters Score -3719273 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3720746.750000 Penalty: 5125.907227
	Iteration 5F: 3 clusters Score -3720747 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3721531.500000 Penalty: 5125.907227
	Iteration 6Q: 3 clusters Score -3721532 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3722066.000000 Penalty: 5125.907227
	Iteration 7Q: 3 clusters Score -3722066 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3722597.250000 Penalty: 5125.907227
	Iteration 8Q: 3 clusters Score -3722597 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3722977.250000 Penalty: 5125.907227
	Iteration 9Q: 3 clusters Score -3722977 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3723234.750000 Penalty: 5125.907227
	Iteration 10Q: 3 clusters Score -3723235 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3723414.250000 Penalty: 5125.907227
	Iteration 11Q: 3 clusters Score -3723414 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3723543.250000 Penalty: 5125.907227
	Iteration 12Q: 3 clusters Score -3723543 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3723621.000000 Penalty: 5125.907227
	Iteration 13Q: 3 clusters Score -3723621 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3723686.750000 Penalty: 5125.907227
	Iteration 14Q: 3 clusters Score -3723687 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3723722.250000 Penalty: 5125.907227
	Iteration 15Q: 3 clusters Score -3723722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3723761.250000 Penalty: 5125.907227
	Iteration 16Q: 3 clusters Score -3723761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3723770.750000 Penalty: 5125.907227
	Iteration 17Q: 3 clusters Score -3723771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3723806.500000 Penalty: 5125.907227
	Iteration 18Q: 3 clusters Score -3723806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3723833.500000 Penalty: 5125.907227
	Iteration 19Q: 3 clusters Score -3723834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3723859.250000 Penalty: 5125.907227
	Iteration 20F: 3 clusters Score -3723859 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3723878.000000 Penalty: 5125.907227
	Iteration 21Q: 3 clusters Score -3723878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3723906.750000 Penalty: 5125.907227
	Iteration 22Q: 3 clusters Score -3723907 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3723957.750000 Penalty: 5125.907227
	Iteration 23Q: 3 clusters Score -3723958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3724002.500000 Penalty: 5125.907227
	Iteration 24Q: 3 clusters Score -3724002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3724065.750000 Penalty: 5125.907227
	Iteration 25Q: 3 clusters Score -3724066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3724126.250000 Penalty: 5125.907227
	Iteration 26Q: 3 clusters Score -3724126 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3724183.500000 Penalty: 5125.907227
	Iteration 27Q: 3 clusters Score -3724184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3724274.750000 Penalty: 5125.907227
	Iteration 28Q: 3 clusters Score -3724275 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3724374.500000 Penalty: 5125.907227
	Iteration 29Q: 3 clusters Score -3724374 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3724522.500000 Penalty: 5125.907227
	Iteration 30Q: 3 clusters Score -3724522 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3724632.250000 Penalty: 5125.907227
	Iteration 31Q: 3 clusters Score -3724632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3724799.000000 Penalty: 5125.907227
	Iteration 32Q: 3 clusters Score -3724799 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3724961.750000 Penalty: 5125.907227
	Iteration 33Q: 3 clusters Score -3724962 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3725219.250000 Penalty: 5125.907227
	Iteration 34Q: 3 clusters Score -3725219 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3725525.000000 Penalty: 5125.907227
	Iteration 35Q: 3 clusters Score -3725525 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3725967.750000 Penalty: 5125.907227
	Iteration 36Q: 3 clusters Score -3725968 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3726606.750000 Penalty: 5125.907227
	Iteration 37Q: 3 clusters Score -3726607 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3727521.750000 Penalty: 5125.907227
	Iteration 38Q: 3 clusters Score -3727522 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3728678.250000 Penalty: 5125.907227
	Iteration 39Q: 3 clusters Score -3728678 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3730110.500000 Penalty: 5125.907227
	Iteration 40F: 3 clusters Score -3730110 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3731373.250000 Penalty: 5125.907227
	Iteration 41Q: 3 clusters Score -3731373 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3732141.000000 Penalty: 5125.907227
	Iteration 42Q: 3 clusters Score -3732141 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3732617.000000 Penalty: 5125.907227
	Iteration 43Q: 3 clusters Score -3732617 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3732863.500000 Penalty: 5125.907227
	Iteration 44Q: 3 clusters Score -3732864 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3732969.250000 Penalty: 5125.907227
	Iteration 45Q: 3 clusters Score -3732969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3733011.250000 Penalty: 5125.907227
	Iteration 46Q: 3 clusters Score -3733011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3733032.500000 Penalty: 5125.907227
	Iteration 47Q: 3 clusters Score -3733032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3733053.250000 Penalty: 5125.907227
	Iteration 48Q: 3 clusters Score -3733053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3733058.000000 Penalty: 5125.907227
	Iteration 49Q: 3 clusters Score -3733058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3733064.250000 Penalty: 5125.907227
	Iteration 50Q: 3 clusters Score -3733064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3733065.000000 Penalty: 5125.907227
	Iteration 51Q: 3 clusters Score -3733065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3733064.000000 Penalty: 5125.907227
	Iteration 52Q: 3 clusters Score -3733064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3733062.000000 Penalty: 5125.907227
	Iteration 53Q: 3 clusters Score -3733062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3733061.250000 Penalty: 5125.907227
	Iteration 54Q: 3 clusters Score -3733061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3733061.250000 Penalty: 5125.907227
	Iteration 55Q: 3 clusters Score -3733061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3733060.500000 Penalty: 5125.907227
	Iteration 56Q: 3 clusters Score -3733060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3733057.750000 Penalty: 5125.907227
	Iteration 57Q: 3 clusters Score -3733058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3733063.000000 Penalty: 5125.907227
	Iteration 58Q: 3 clusters Score -3733063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3733063.000000 Penalty: 5125.907227
	Iteration 59F: 3 clusters Score -3733063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 156151 members 
Mstep: Class 8 contains 67414 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Entering Unmasked Estep 
Score: -141764800.000000 Penalty: 72771.843750
Splitting cluster 5 changes total score from -141750720.000000 to -141764800.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -266336.718750 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -266336.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263513.656250 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -263513.7 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -268981.468750 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -268981.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -273321.937500 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -273321.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -275980.843750 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -275980.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -277384.812500 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -277384.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -277594.156250 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -277594.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -277664.281250 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -277664.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -277714.531250 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -277714.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -277745.000000 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -277745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -277764.656250 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -277764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -277768.093750 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -277768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -277777.781250 Penalty: 3976.584473
	Iteration 11F: 3 clusters Score -277777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -277780.843750 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -277780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -277780.843750 Penalty: 3976.584473
	Iteration 13F: 3 clusters Score -277780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 156151 members 
Mstep: Class 8 contains 67414 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Entering Unmasked Estep 
Score: -141775408.000000 Penalty: 76237.171875
Splitting cluster 6 changes total score from -141750720.000000 to -141775408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (156151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Entering Unmasked Estep 
Score: -19525360.000000 Penalty: 2965.727539
	Iteration 0F: 2 clusters Score -1.952536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -19420622.000000 Penalty: 5931.455078
	Iteration 0F: 3 clusters Score -1.942062e+07 nChanged 74723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -19464234.000000 Penalty: 5931.455078
	Iteration 1F: 3 clusters Score -1.946423e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -19466402.000000 Penalty: 5931.455078
	Iteration 2Q: 3 clusters Score -1.94664e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -19470114.000000 Penalty: 5931.455078
	Iteration 3Q: 3 clusters Score -1.947011e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -19476602.000000 Penalty: 5931.455078
	Iteration 4F: 3 clusters Score -1.94766e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -19485508.000000 Penalty: 5931.455078
	Iteration 5F: 3 clusters Score -1.948551e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -19494894.000000 Penalty: 5931.455078
	Iteration 6F: 3 clusters Score -1.949489e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -19501918.000000 Penalty: 5931.455078
	Iteration 7F: 3 clusters Score -1.950192e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -19506742.000000 Penalty: 5931.455078
	Iteration 8F: 3 clusters Score -1.950674e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -19510650.000000 Penalty: 5931.455078
	Iteration 9Q: 3 clusters Score -1.951065e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -19513614.000000 Penalty: 5931.455078
	Iteration 10Q: 3 clusters Score -1.951361e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -19515702.000000 Penalty: 5931.455078
	Iteration 11Q: 3 clusters Score -1.95157e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 118081 members 
Entering Unmasked Estep 
Score: -19517102.000000 Penalty: 5931.455078
	Iteration 12Q: 3 clusters Score -1.95171e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -19518370.000000 Penalty: 5931.455078
	Iteration 13Q: 3 clusters Score -1.951837e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 121325 members 
Entering Unmasked Estep 
Score: -19519292.000000 Penalty: 5931.455078
	Iteration 14Q: 3 clusters Score -1.951929e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -19520036.000000 Penalty: 5931.455078
	Iteration 15Q: 3 clusters Score -1.952004e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -19520690.000000 Penalty: 5931.455078
	Iteration 16Q: 3 clusters Score -1.952069e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -19521280.000000 Penalty: 5931.455078
	Iteration 17Q: 3 clusters Score -1.952128e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 126098 members 
Entering Unmasked Estep 
Score: -19521660.000000 Penalty: 5931.455078
	Iteration 18Q: 3 clusters Score -1.952166e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 127023 members 
Entering Unmasked Estep 
Score: -19522188.000000 Penalty: 5931.455078
	Iteration 19Q: 3 clusters Score -1.952219e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 127809 members 
Entering Unmasked Estep 
Score: -19522692.000000 Penalty: 5931.455078
	Iteration 20F: 3 clusters Score -1.952269e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -19523192.000000 Penalty: 5931.455078
	Iteration 21Q: 3 clusters Score -1.952319e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -19523662.000000 Penalty: 5931.455078
	Iteration 22Q: 3 clusters Score -1.952366e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -19524244.000000 Penalty: 5931.455078
	Iteration 23Q: 3 clusters Score -1.952424e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -19524992.000000 Penalty: 5931.455078
	Iteration 24Q: 3 clusters Score -1.952499e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -19525798.000000 Penalty: 5931.455078
	Iteration 25Q: 3 clusters Score -1.95258e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -19526384.000000 Penalty: 5931.455078
	Iteration 26Q: 3 clusters Score -1.952638e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -19526786.000000 Penalty: 5931.455078
	Iteration 27Q: 3 clusters Score -1.952679e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -19526894.000000 Penalty: 5931.455078
	Iteration 28Q: 3 clusters Score -1.952689e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -19527040.000000 Penalty: 5931.455078
	Iteration 29Q: 3 clusters Score -1.952704e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -19527164.000000 Penalty: 5931.455078
	Iteration 30Q: 3 clusters Score -1.952716e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -19527256.000000 Penalty: 5931.455078
	Iteration 31Q: 3 clusters Score -1.952726e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -19527346.000000 Penalty: 5931.455078
	Iteration 32Q: 3 clusters Score -1.952735e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -19527440.000000 Penalty: 5931.455078
	Iteration 33Q: 3 clusters Score -1.952744e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 127974 members 
Entering Unmasked Estep 
Score: -19527522.000000 Penalty: 5931.455078
	Iteration 34Q: 3 clusters Score -1.952752e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 127498 members 
Entering Unmasked Estep 
Score: -19527618.000000 Penalty: 5931.455078
	Iteration 35Q: 3 clusters Score -1.952762e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 127011 members 
Entering Unmasked Estep 
Score: -19527674.000000 Penalty: 5931.455078
	Iteration 36Q: 3 clusters Score -1.952767e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 126527 members 
Entering Unmasked Estep 
Score: -19527674.000000 Penalty: 5931.455078
	Iteration 37Q: 3 clusters Score -1.952767e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -19527772.000000 Penalty: 5931.455078
	Iteration 38Q: 3 clusters Score -1.952777e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -19527862.000000 Penalty: 5931.455078
	Iteration 39Q: 3 clusters Score -1.952786e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -19527856.000000 Penalty: 5931.455078
	Iteration 40F: 3 clusters Score -1.952786e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 124465 members 
Entering Unmasked Estep 
Score: -19527900.000000 Penalty: 5931.455078
	Iteration 41Q: 3 clusters Score -1.95279e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -19527958.000000 Penalty: 5931.455078
	Iteration 42Q: 3 clusters Score -1.952796e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 123312 members 
Entering Unmasked Estep 
Score: -19528042.000000 Penalty: 5931.455078
	Iteration 43Q: 3 clusters Score -1.952804e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 122724 members 
Entering Unmasked Estep 
Score: -19528116.000000 Penalty: 5931.455078
	Iteration 44Q: 3 clusters Score -1.952812e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 122168 members 
Entering Unmasked Estep 
Score: -19528148.000000 Penalty: 5931.455078
	Iteration 45Q: 3 clusters Score -1.952815e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -19528322.000000 Penalty: 5931.455078
	Iteration 46Q: 3 clusters Score -1.952832e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -19528358.000000 Penalty: 5931.455078
	Iteration 47Q: 3 clusters Score -1.952836e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 120535 members 
Entering Unmasked Estep 
Score: -19528460.000000 Penalty: 5931.455078
	Iteration 48Q: 3 clusters Score -1.952846e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -19528604.000000 Penalty: 5931.455078
	Iteration 49Q: 3 clusters Score -1.95286e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -19528642.000000 Penalty: 5931.455078
	Iteration 50Q: 3 clusters Score -1.952864e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -19528718.000000 Penalty: 5931.455078
	Iteration 51Q: 3 clusters Score -1.952872e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -19528738.000000 Penalty: 5931.455078
	Iteration 52Q: 3 clusters Score -1.952874e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -19528822.000000 Penalty: 5931.455078
	Iteration 53Q: 3 clusters Score -1.952882e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -19528886.000000 Penalty: 5931.455078
	Iteration 54Q: 3 clusters Score -1.952889e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -19528884.000000 Penalty: 5931.455078
	Iteration 55Q: 3 clusters Score -1.952888e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -19528948.000000 Penalty: 5931.455078
	Iteration 56Q: 3 clusters Score -1.952895e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -19529060.000000 Penalty: 5931.455078
	Iteration 57Q: 3 clusters Score -1.952906e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -19529082.000000 Penalty: 5931.455078
	Iteration 58Q: 3 clusters Score -1.952908e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -19529070.000000 Penalty: 5931.455078
	Iteration 59Q: 3 clusters Score -1.952907e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -19529146.000000 Penalty: 5931.455078
	Iteration 60F: 3 clusters Score -1.952915e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -19529180.000000 Penalty: 5931.455078
	Iteration 61Q: 3 clusters Score -1.952918e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -19529200.000000 Penalty: 5931.455078
	Iteration 62Q: 3 clusters Score -1.95292e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -19529216.000000 Penalty: 5931.455078
	Iteration 63Q: 3 clusters Score -1.952922e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -19529244.000000 Penalty: 5931.455078
	Iteration 64Q: 3 clusters Score -1.952924e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -19529282.000000 Penalty: 5931.455078
	Iteration 65Q: 3 clusters Score -1.952928e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 112548 members 
Entering Unmasked Estep 
Score: -19529350.000000 Penalty: 5931.455078
	Iteration 66Q: 3 clusters Score -1.952935e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -19529394.000000 Penalty: 5931.455078
	Iteration 67Q: 3 clusters Score -1.952939e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -19529442.000000 Penalty: 5931.455078
	Iteration 68Q: 3 clusters Score -1.952944e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -19529436.000000 Penalty: 5931.455078
	Iteration 69Q: 3 clusters Score -1.952944e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -19529438.000000 Penalty: 5931.455078
	Iteration 70Q: 3 clusters Score -1.952944e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -19529372.000000 Penalty: 5931.455078
	Iteration 71Q: 3 clusters Score -1.952937e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -19529472.000000 Penalty: 5931.455078
	Iteration 72Q: 3 clusters Score -1.952947e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -19529512.000000 Penalty: 5931.455078
	Iteration 73Q: 3 clusters Score -1.952951e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -19529518.000000 Penalty: 5931.455078
	Iteration 74Q: 3 clusters Score -1.952952e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -19529572.000000 Penalty: 5931.455078
	Iteration 75Q: 3 clusters Score -1.952957e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -19529534.000000 Penalty: 5931.455078
	Iteration 76Q: 3 clusters Score -1.952953e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -19529556.000000 Penalty: 5931.455078
	Iteration 77Q: 3 clusters Score -1.952956e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -19529546.000000 Penalty: 5931.455078
	Iteration 78Q: 3 clusters Score -1.952955e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -19529518.000000 Penalty: 5931.455078
	Iteration 79Q: 3 clusters Score -1.952952e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -19529576.000000 Penalty: 5931.455078
	Iteration 80F: 3 clusters Score -1.952958e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -19529584.000000 Penalty: 5931.455078
	Iteration 81Q: 3 clusters Score -1.952958e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -19529576.000000 Penalty: 5931.455078
	Iteration 82Q: 3 clusters Score -1.952958e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -19529592.000000 Penalty: 5931.455078
	Iteration 83Q: 3 clusters Score -1.952959e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -19529630.000000 Penalty: 5931.455078
	Iteration 84Q: 3 clusters Score -1.952963e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -19529624.000000 Penalty: 5931.455078
	Iteration 85Q: 3 clusters Score -1.952962e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -19529574.000000 Penalty: 5931.455078
	Iteration 86Q: 3 clusters Score -1.952957e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -19529508.000000 Penalty: 5931.455078
	Iteration 87Q: 3 clusters Score -1.952951e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -19529554.000000 Penalty: 5931.455078
	Iteration 88Q: 3 clusters Score -1.952955e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -19529524.000000 Penalty: 5931.455078
	Iteration 89Q: 3 clusters Score -1.952952e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -19529510.000000 Penalty: 5931.455078
	Iteration 90Q: 3 clusters Score -1.952951e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -19529552.000000 Penalty: 5931.455078
	Iteration 91Q: 3 clusters Score -1.952955e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -19529580.000000 Penalty: 5931.455078
	Iteration 92Q: 3 clusters Score -1.952958e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -19529582.000000 Penalty: 5931.455078
	Iteration 93Q: 3 clusters Score -1.952958e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -19529568.000000 Penalty: 5931.455078
	Iteration 94Q: 3 clusters Score -1.952957e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -19529624.000000 Penalty: 5931.455078
	Iteration 95Q: 3 clusters Score -1.952962e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -19529652.000000 Penalty: 5931.455078
	Iteration 96Q: 3 clusters Score -1.952965e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.952967e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.952968e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -19529668.000000 Penalty: 5931.455078
	Iteration 99Q: 3 clusters Score -1.952967e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 104311 members 
Entering Unmasked Estep 
Score: -19529692.000000 Penalty: 5931.455078
	Iteration 100F: 3 clusters Score -1.952969e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.95297e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -19529772.000000 Penalty: 5931.455078
	Iteration 102Q: 3 clusters Score -1.952977e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.952975e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -19529758.000000 Penalty: 5931.455078
	Iteration 104Q: 3 clusters Score -1.952976e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -19529740.000000 Penalty: 5931.455078
	Iteration 105Q: 3 clusters Score -1.952974e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -19529722.000000 Penalty: 5931.455078
	Iteration 106Q: 3 clusters Score -1.952972e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -19529720.000000 Penalty: 5931.455078
	Iteration 107Q: 3 clusters Score -1.952972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.952974e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.952974e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -19529736.000000 Penalty: 5931.455078
	Iteration 110Q: 3 clusters Score -1.952974e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -19529752.000000 Penalty: 5931.455078
	Iteration 111Q: 3 clusters Score -1.952975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.952979e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -19529788.000000 Penalty: 5931.455078
	Iteration 113Q: 3 clusters Score -1.952979e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.952978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -19529760.000000 Penalty: 5931.455078
	Iteration 115Q: 3 clusters Score -1.952976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.952976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.952978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -19529766.000000 Penalty: 5931.455078
	Iteration 118Q: 3 clusters Score -1.952977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 102850 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.952977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.952977e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.952978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.952978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -19529784.000000 Penalty: 5931.455078
	Iteration 123Q: 3 clusters Score -1.952978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -19529818.000000 Penalty: 5931.455078
	Iteration 124Q: 3 clusters Score -1.952982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -19529822.000000 Penalty: 5931.455078
	Iteration 125Q: 3 clusters Score -1.952982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.952979e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -19529748.000000 Penalty: 5931.455078
	Iteration 127Q: 3 clusters Score -1.952975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 102484 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.952975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.952975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.952975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -19529764.000000 Penalty: 5931.455078
	Iteration 131Q: 3 clusters Score -1.952976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.952978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -19529774.000000 Penalty: 5931.455078
	Iteration 133Q: 3 clusters Score -1.952977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -19529768.000000 Penalty: 5931.455078
	Iteration 134Q: 3 clusters Score -1.952977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.952976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.952975e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.952975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -19529746.000000 Penalty: 5931.455078
	Iteration 138Q: 3 clusters Score -1.952975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -19529728.000000 Penalty: 5931.455078
	Iteration 139Q: 3 clusters Score -1.952973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -19529760.000000 Penalty: 5931.455078
	Iteration 140F: 3 clusters Score -1.952976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.952976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -19529772.000000 Penalty: 5931.455078
	Iteration 142Q: 3 clusters Score -1.952977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -19529766.000000 Penalty: 5931.455078
	Iteration 143Q: 3 clusters Score -1.952977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.952975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.952977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -19529770.000000 Penalty: 5931.455078
	Iteration 146Q: 3 clusters Score -1.952977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.952975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -19529756.000000 Penalty: 5931.455078
	Iteration 148Q: 3 clusters Score -1.952976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -19529764.000000 Penalty: 5931.455078
	Iteration 149Q: 3 clusters Score -1.952976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -19529762.000000 Penalty: 5931.455078
	Iteration 150Q: 3 clusters Score -1.952976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.952976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.952976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.952975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -19529754.000000 Penalty: 5931.455078
	Iteration 154Q: 3 clusters Score -1.952975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.952976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.952975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.952975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.952975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.952976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -19529758.000000 Penalty: 5931.455078
	Iteration 160F: 3 clusters Score -1.952976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.952976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -19529772.000000 Penalty: 5931.455078
	Iteration 162Q: 3 clusters Score -1.952977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.952976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.952976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.952977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -19529778.000000 Penalty: 5931.455078
	Iteration 166Q: 3 clusters Score -1.952978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.952978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.952978e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.952979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.952978e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.952978e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.952976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.952975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.952976e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.952977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -19529746.000000 Penalty: 5931.455078
	Iteration 176Q: 3 clusters Score -1.952975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -19529736.000000 Penalty: 5931.455078
	Iteration 177Q: 3 clusters Score -1.952974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -19529738.000000 Penalty: 5931.455078
	Iteration 178Q: 3 clusters Score -1.952974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -19529744.000000 Penalty: 5931.455078
	Iteration 179Q: 3 clusters Score -1.952974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -19529742.000000 Penalty: 5931.455078
	Iteration 180F: 3 clusters Score -1.952974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.952975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.952975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.952974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -19529762.000000 Penalty: 5931.455078
	Iteration 184Q: 3 clusters Score -1.952976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -19529754.000000 Penalty: 5931.455078
	Iteration 185Q: 3 clusters Score -1.952975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -19529754.000000 Penalty: 5931.455078
	Iteration 186Q: 3 clusters Score -1.952975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -19529760.000000 Penalty: 5931.455078
	Iteration 187Q: 3 clusters Score -1.952976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -19529760.000000 Penalty: 5931.455078
	Iteration 188F: 3 clusters Score -1.952976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 67414 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Entering Unmasked Estep 
Score: -141779056.000000 Penalty: 79702.492188
Splitting cluster 7 changes total score from -141750720.000000 to -141779056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (67414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Entering Unmasked Estep 
Score: -8257454.500000 Penalty: 2757.414551
	Iteration 0F: 2 clusters Score -8257454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -8212295.000000 Penalty: 5514.829102
	Iteration 0F: 3 clusters Score -8212295 nChanged 31553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -8230999.000000 Penalty: 5514.829102
	Iteration 1F: 3 clusters Score -8230999 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -8234146.000000 Penalty: 5514.829102
	Iteration 2F: 3 clusters Score -8234146 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8240038.500000 Penalty: 5514.829102
	Iteration 3F: 3 clusters Score -8240038 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8247704.000000 Penalty: 5514.829102
	Iteration 4F: 3 clusters Score -8247704 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -8253925.000000 Penalty: 5514.829102
	Iteration 5F: 3 clusters Score -8253925 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -8257599.000000 Penalty: 5514.829102
	Iteration 6F: 3 clusters Score -8257599 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -8259681.000000 Penalty: 5514.829102
	Iteration 7Q: 3 clusters Score -8259681 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -8260955.000000 Penalty: 5514.829102
	Iteration 8Q: 3 clusters Score -8260955 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8261640.500000 Penalty: 5514.829102
	Iteration 9Q: 3 clusters Score -8261640 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8261965.000000 Penalty: 5514.829102
	Iteration 10Q: 3 clusters Score -8261965 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -8262157.000000 Penalty: 5514.829102
	Iteration 11Q: 3 clusters Score -8262157 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -8262268.000000 Penalty: 5514.829102
	Iteration 12Q: 3 clusters Score -8262268 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8262350.500000 Penalty: 5514.829102
	Iteration 13Q: 3 clusters Score -8262350 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8262371.000000 Penalty: 5514.829102
	Iteration 14Q: 3 clusters Score -8262371 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8262406.500000 Penalty: 5514.829102
	Iteration 15Q: 3 clusters Score -8262406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8262436.500000 Penalty: 5514.829102
	Iteration 16Q: 3 clusters Score -8262436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8262422.500000 Penalty: 5514.829102
	Iteration 17Q: 3 clusters Score -8262422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -8262443.000000 Penalty: 5514.829102
	Iteration 18Q: 3 clusters Score -8262443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8262451.500000 Penalty: 5514.829102
	Iteration 19Q: 3 clusters Score -8262452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8262452.000000 Penalty: 5514.829102
	Iteration 20F: 3 clusters Score -8262452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8262447.500000 Penalty: 5514.829102
	Iteration 21Q: 3 clusters Score -8262448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8262464.000000 Penalty: 5514.829102
	Iteration 22Q: 3 clusters Score -8262464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8262463.500000 Penalty: 5514.829102
	Iteration 23Q: 3 clusters Score -8262464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -8262457.000000 Penalty: 5514.829102
	Iteration 24Q: 3 clusters Score -8262457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8262464.000000 Penalty: 5514.829102
	Iteration 25Q: 3 clusters Score -8262464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -8262469.000000 Penalty: 5514.829102
	Iteration 26Q: 3 clusters Score -8262469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8262457.000000 Penalty: 5514.829102
	Iteration 27Q: 3 clusters Score -8262457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8262463.000000 Penalty: 5514.829102
	Iteration 28Q: 3 clusters Score -8262463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8262459.500000 Penalty: 5514.829102
	Iteration 29Q: 3 clusters Score -8262460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8262460.000000 Penalty: 5514.829102
	Iteration 30Q: 3 clusters Score -8262460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8262453.000000 Penalty: 5514.829102
	Iteration 31Q: 3 clusters Score -8262453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8262458.000000 Penalty: 5514.829102
	Iteration 32Q: 3 clusters Score -8262458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8262461.500000 Penalty: 5514.829102
	Iteration 33Q: 3 clusters Score -8262462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8262465.000000 Penalty: 5514.829102
	Iteration 34Q: 3 clusters Score -8262465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8262465.000000 Penalty: 5514.829102
	Iteration 35Q: 3 clusters Score -8262465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8262465.000000 Penalty: 5514.829102
	Iteration 36F: 3 clusters Score -8262465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 203193 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Entering Unmasked Estep 
Score: -141783984.000000 Penalty: 83167.820312
Splitting cluster 8 changes total score from -141750720.000000 to -141783984.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (203193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203193 members 
Entering Unmasked Estep 
Score: -25072532.000000 Penalty: 3031.033936
	Iteration 0F: 2 clusters Score -2.507253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -24938934.000000 Penalty: 6062.067871
	Iteration 0F: 3 clusters Score -2.493893e+07 nChanged 97634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -24997144.000000 Penalty: 6062.067871
	Iteration 1F: 3 clusters Score -2.499714e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -25001282.000000 Penalty: 6062.067871
	Iteration 2Q: 3 clusters Score -2.500128e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -25007616.000000 Penalty: 6062.067871
	Iteration 3F: 3 clusters Score -2.500762e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -25016764.000000 Penalty: 6062.067871
	Iteration 4F: 3 clusters Score -2.501676e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -25027282.000000 Penalty: 6062.067871
	Iteration 5F: 3 clusters Score -2.502728e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -25037348.000000 Penalty: 6062.067871
	Iteration 6F: 3 clusters Score -2.503735e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -25046190.000000 Penalty: 6062.067871
	Iteration 7F: 3 clusters Score -2.504619e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173744 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -25053480.000000 Penalty: 6062.067871
	Iteration 8Q: 3 clusters Score -2.505348e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -25059912.000000 Penalty: 6062.067871
	Iteration 9Q: 3 clusters Score -2.505991e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187807 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -25064762.000000 Penalty: 6062.067871
	Iteration 10Q: 3 clusters Score -2.506476e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191951 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -25068548.000000 Penalty: 6062.067871
	Iteration 11Q: 3 clusters Score -2.506855e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194525 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -25070704.000000 Penalty: 6062.067871
	Iteration 12Q: 3 clusters Score -2.50707e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196079 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -25071870.000000 Penalty: 6062.067871
	Iteration 13Q: 3 clusters Score -2.507187e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197162 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -25072572.000000 Penalty: 6062.067871
	Iteration 14Q: 3 clusters Score -2.507257e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197952 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -25073070.000000 Penalty: 6062.067871
	Iteration 15Q: 3 clusters Score -2.507307e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198557 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -25073424.000000 Penalty: 6062.067871
	Iteration 16Q: 3 clusters Score -2.507342e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199037 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -25073620.000000 Penalty: 6062.067871
	Iteration 17Q: 3 clusters Score -2.507362e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -25073884.000000 Penalty: 6062.067871
	Iteration 18Q: 3 clusters Score -2.507388e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199631 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -25074112.000000 Penalty: 6062.067871
	Iteration 19Q: 3 clusters Score -2.507411e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199812 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -25074282.000000 Penalty: 6062.067871
	Iteration 20F: 3 clusters Score -2.507428e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199926 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -25074442.000000 Penalty: 6062.067871
	Iteration 21Q: 3 clusters Score -2.507444e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -25074664.000000 Penalty: 6062.067871
	Iteration 22Q: 3 clusters Score -2.507466e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200059 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -25074834.000000 Penalty: 6062.067871
	Iteration 23Q: 3 clusters Score -2.507483e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200062 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -25074896.000000 Penalty: 6062.067871
	Iteration 24Q: 3 clusters Score -2.50749e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -25075030.000000 Penalty: 6062.067871
	Iteration 25Q: 3 clusters Score -2.507503e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200034 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -25075146.000000 Penalty: 6062.067871
	Iteration 26Q: 3 clusters Score -2.507515e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199981 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -25075242.000000 Penalty: 6062.067871
	Iteration 27Q: 3 clusters Score -2.507524e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199934 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -25075248.000000 Penalty: 6062.067871
	Iteration 28Q: 3 clusters Score -2.507525e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199883 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -25075268.000000 Penalty: 6062.067871
	Iteration 29Q: 3 clusters Score -2.507527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199842 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -25075256.000000 Penalty: 6062.067871
	Iteration 30Q: 3 clusters Score -2.507526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199816 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -25075268.000000 Penalty: 6062.067871
	Iteration 31Q: 3 clusters Score -2.507527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199804 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25075278.000000 Penalty: 6062.067871
	Iteration 32Q: 3 clusters Score -2.507528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199791 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -25075290.000000 Penalty: 6062.067871
	Iteration 33Q: 3 clusters Score -2.507529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199782 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -25075284.000000 Penalty: 6062.067871
	Iteration 34Q: 3 clusters Score -2.507528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -25075284.000000 Penalty: 6062.067871
	Iteration 35Q: 3 clusters Score -2.507528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199775 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -25075282.000000 Penalty: 6062.067871
	Iteration 36Q: 3 clusters Score -2.507528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199773 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -25075286.000000 Penalty: 6062.067871
	Iteration 37Q: 3 clusters Score -2.507529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199770 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -25075288.000000 Penalty: 6062.067871
	Iteration 38Q: 3 clusters Score -2.507529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199767 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -25075300.000000 Penalty: 6062.067871
	Iteration 39Q: 3 clusters Score -2.50753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199765 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -25075372.000000 Penalty: 6062.067871
	Iteration 40F: 3 clusters Score -2.507537e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25075394.000000 Penalty: 6062.067871
	Iteration 41Q: 3 clusters Score -2.507539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -25075440.000000 Penalty: 6062.067871
	Iteration 42Q: 3 clusters Score -2.507544e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -25075542.000000 Penalty: 6062.067871
	Iteration 43Q: 3 clusters Score -2.507554e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -25075602.000000 Penalty: 6062.067871
	Iteration 44Q: 3 clusters Score -2.50756e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199282 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -25075706.000000 Penalty: 6062.067871
	Iteration 45Q: 3 clusters Score -2.507571e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199164 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -25075730.000000 Penalty: 6062.067871
	Iteration 46Q: 3 clusters Score -2.507573e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199040 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -25075746.000000 Penalty: 6062.067871
	Iteration 47Q: 3 clusters Score -2.507575e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198907 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -25075890.000000 Penalty: 6062.067871
	Iteration 48Q: 3 clusters Score -2.507589e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198776 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -25075940.000000 Penalty: 6062.067871
	Iteration 49Q: 3 clusters Score -2.507594e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198637 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -25076012.000000 Penalty: 6062.067871
	Iteration 50Q: 3 clusters Score -2.507601e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198506 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -25076090.000000 Penalty: 6062.067871
	Iteration 51Q: 3 clusters Score -2.507609e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -25076072.000000 Penalty: 6062.067871
	Iteration 52Q: 3 clusters Score -2.507607e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -25076116.000000 Penalty: 6062.067871
	Iteration 53Q: 3 clusters Score -2.507612e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198220 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -25076148.000000 Penalty: 6062.067871
	Iteration 54Q: 3 clusters Score -2.507615e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198164 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -25076128.000000 Penalty: 6062.067871
	Iteration 55Q: 3 clusters Score -2.507613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198109 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -25076144.000000 Penalty: 6062.067871
	Iteration 56Q: 3 clusters Score -2.507614e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198074 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -25076142.000000 Penalty: 6062.067871
	Iteration 57Q: 3 clusters Score -2.507614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198046 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -25076164.000000 Penalty: 6062.067871
	Iteration 58Q: 3 clusters Score -2.507616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198029 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -25076162.000000 Penalty: 6062.067871
	Iteration 59Q: 3 clusters Score -2.507616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198022 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -25076278.000000 Penalty: 6062.067871
	Iteration 60F: 3 clusters Score -2.507628e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197878 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -25076406.000000 Penalty: 6062.067871
	Iteration 61Q: 3 clusters Score -2.507641e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197691 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -25076516.000000 Penalty: 6062.067871
	Iteration 62Q: 3 clusters Score -2.507652e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -25076608.000000 Penalty: 6062.067871
	Iteration 63Q: 3 clusters Score -2.507661e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197339 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -25076660.000000 Penalty: 6062.067871
	Iteration 64Q: 3 clusters Score -2.507666e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197168 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -25076730.000000 Penalty: 6062.067871
	Iteration 65Q: 3 clusters Score -2.507673e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197028 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -25076774.000000 Penalty: 6062.067871
	Iteration 66Q: 3 clusters Score -2.507677e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196895 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -25076830.000000 Penalty: 6062.067871
	Iteration 67Q: 3 clusters Score -2.507683e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196762 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -25076870.000000 Penalty: 6062.067871
	Iteration 68Q: 3 clusters Score -2.507687e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196627 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -25076958.000000 Penalty: 6062.067871
	Iteration 69Q: 3 clusters Score -2.507696e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196512 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -25076926.000000 Penalty: 6062.067871
	Iteration 70Q: 3 clusters Score -2.507693e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196416 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -25076968.000000 Penalty: 6062.067871
	Iteration 71Q: 3 clusters Score -2.507697e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196340 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -25076944.000000 Penalty: 6062.067871
	Iteration 72Q: 3 clusters Score -2.507694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -25076962.000000 Penalty: 6062.067871
	Iteration 73Q: 3 clusters Score -2.507696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -25076958.000000 Penalty: 6062.067871
	Iteration 74Q: 3 clusters Score -2.507696e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196192 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -25076974.000000 Penalty: 6062.067871
	Iteration 75Q: 3 clusters Score -2.507697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196161 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -25076960.000000 Penalty: 6062.067871
	Iteration 76Q: 3 clusters Score -2.507696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196133 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -25076970.000000 Penalty: 6062.067871
	Iteration 77Q: 3 clusters Score -2.507697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196112 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -25076956.000000 Penalty: 6062.067871
	Iteration 78Q: 3 clusters Score -2.507696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196101 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -25076974.000000 Penalty: 6062.067871
	Iteration 79Q: 3 clusters Score -2.507697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196095 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -25076976.000000 Penalty: 6062.067871
	Iteration 80F: 3 clusters Score -2.507698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196086 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -25076958.000000 Penalty: 6062.067871
	Iteration 81Q: 3 clusters Score -2.507696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196073 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -25076962.000000 Penalty: 6062.067871
	Iteration 82Q: 3 clusters Score -2.507696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196064 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -25076972.000000 Penalty: 6062.067871
	Iteration 83Q: 3 clusters Score -2.507697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196051 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -25076976.000000 Penalty: 6062.067871
	Iteration 84Q: 3 clusters Score -2.507698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196039 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -25076968.000000 Penalty: 6062.067871
	Iteration 85Q: 3 clusters Score -2.507697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -25076994.000000 Penalty: 6062.067871
	Iteration 86Q: 3 clusters Score -2.507699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196018 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -25077002.000000 Penalty: 6062.067871
	Iteration 87Q: 3 clusters Score -2.5077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -25076998.000000 Penalty: 6062.067871
	Iteration 88Q: 3 clusters Score -2.5077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196005 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -25076998.000000 Penalty: 6062.067871
	Iteration 89Q: 3 clusters Score -2.5077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195996 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -25077016.000000 Penalty: 6062.067871
	Iteration 90Q: 3 clusters Score -2.507702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -25077012.000000 Penalty: 6062.067871
	Iteration 91Q: 3 clusters Score -2.507701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195982 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -25077000.000000 Penalty: 6062.067871
	Iteration 92Q: 3 clusters Score -2.5077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195974 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -25077000.000000 Penalty: 6062.067871
	Iteration 93Q: 3 clusters Score -2.5077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -25077022.000000 Penalty: 6062.067871
	Iteration 94Q: 3 clusters Score -2.507702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195960 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -25077026.000000 Penalty: 6062.067871
	Iteration 95Q: 3 clusters Score -2.507703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195954 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -25077032.000000 Penalty: 6062.067871
	Iteration 96Q: 3 clusters Score -2.507703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -25077044.000000 Penalty: 6062.067871
	Iteration 97Q: 3 clusters Score -2.507704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195950 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -25077038.000000 Penalty: 6062.067871
	Iteration 98Q: 3 clusters Score -2.507704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195948 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -25077026.000000 Penalty: 6062.067871
	Iteration 99Q: 3 clusters Score -2.507703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -25077026.000000 Penalty: 6062.067871
	Iteration 100F: 3 clusters Score -2.507703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -25077024.000000 Penalty: 6062.067871
	Iteration 101Q: 3 clusters Score -2.507702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -25077022.000000 Penalty: 6062.067871
	Iteration 102Q: 3 clusters Score -2.507702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -25077024.000000 Penalty: 6062.067871
	Iteration 103Q: 3 clusters Score -2.507702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195942 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -25077026.000000 Penalty: 6062.067871
	Iteration 104Q: 3 clusters Score -2.507703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195942 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -25077026.000000 Penalty: 6062.067871
	Iteration 105F: 3 clusters Score -2.507703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Entering Unmasked Estep 
Score: -141788128.000000 Penalty: 86633.148438
Splitting cluster 9 changes total score from -141750720.000000 to -141788128.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (18622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Entering Unmasked Estep 
Score: -2127222.750000 Penalty: 2438.360596
	Iteration 0F: 2 clusters Score -2127223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2114080.750000 Penalty: 4876.721191
	Iteration 0F: 3 clusters Score -2114081 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2119109.250000 Penalty: 4876.721191
	Iteration 1F: 3 clusters Score -2119109 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2120474.000000 Penalty: 4876.721191
	Iteration 2F: 3 clusters Score -2120474 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2121791.250000 Penalty: 4876.721191
	Iteration 3F: 3 clusters Score -2121791 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2122978.250000 Penalty: 4876.721191
	Iteration 4F: 3 clusters Score -2122978 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2124151.750000 Penalty: 4876.721191
	Iteration 5F: 3 clusters Score -2124152 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2125235.500000 Penalty: 4876.721191
	Iteration 6F: 3 clusters Score -2125236 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2126038.750000 Penalty: 4876.721191
	Iteration 7F: 3 clusters Score -2126039 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2126542.500000 Penalty: 4876.721191
	Iteration 8Q: 3 clusters Score -2126542 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2126811.250000 Penalty: 4876.721191
	Iteration 9Q: 3 clusters Score -2126811 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2126972.500000 Penalty: 4876.721191
	Iteration 10Q: 3 clusters Score -2126972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2127064.500000 Penalty: 4876.721191
	Iteration 11Q: 3 clusters Score -2127064 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2127136.000000 Penalty: 4876.721191
	Iteration 12Q: 3 clusters Score -2127136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2127193.000000 Penalty: 4876.721191
	Iteration 13Q: 3 clusters Score -2127193 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2127247.000000 Penalty: 4876.721191
	Iteration 14Q: 3 clusters Score -2127247 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2127309.250000 Penalty: 4876.721191
	Iteration 15Q: 3 clusters Score -2127309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2127391.750000 Penalty: 4876.721191
	Iteration 16Q: 3 clusters Score -2127392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2127461.500000 Penalty: 4876.721191
	Iteration 17Q: 3 clusters Score -2127462 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2127536.750000 Penalty: 4876.721191
	Iteration 18Q: 3 clusters Score -2127537 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2127624.000000 Penalty: 4876.721191
	Iteration 19Q: 3 clusters Score -2127624 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2127739.000000 Penalty: 4876.721191
	Iteration 20F: 3 clusters Score -2127739 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2127865.000000 Penalty: 4876.721191
	Iteration 21Q: 3 clusters Score -2127865 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2128010.500000 Penalty: 4876.721191
	Iteration 22Q: 3 clusters Score -2128010 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2128151.500000 Penalty: 4876.721191
	Iteration 23Q: 3 clusters Score -2128152 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2128289.250000 Penalty: 4876.721191
	Iteration 24Q: 3 clusters Score -2128289 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2128435.000000 Penalty: 4876.721191
	Iteration 25Q: 3 clusters Score -2128435 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2128561.750000 Penalty: 4876.721191
	Iteration 26Q: 3 clusters Score -2128562 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2128671.750000 Penalty: 4876.721191
	Iteration 27Q: 3 clusters Score -2128672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2128757.750000 Penalty: 4876.721191
	Iteration 28Q: 3 clusters Score -2128758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2128836.500000 Penalty: 4876.721191
	Iteration 29Q: 3 clusters Score -2128836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2128875.500000 Penalty: 4876.721191
	Iteration 30Q: 3 clusters Score -2128876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2128911.750000 Penalty: 4876.721191
	Iteration 31Q: 3 clusters Score -2128912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2128946.500000 Penalty: 4876.721191
	Iteration 32Q: 3 clusters Score -2128946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2128952.500000 Penalty: 4876.721191
	Iteration 33Q: 3 clusters Score -2128952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2128956.250000 Penalty: 4876.721191
	Iteration 34Q: 3 clusters Score -2128956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2128961.500000 Penalty: 4876.721191
	Iteration 35Q: 3 clusters Score -2128962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2128966.250000 Penalty: 4876.721191
	Iteration 36Q: 3 clusters Score -2128966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2128966.000000 Penalty: 4876.721191
	Iteration 37Q: 3 clusters Score -2128966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2128972.000000 Penalty: 4876.721191
	Iteration 38Q: 3 clusters Score -2128972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2128975.000000 Penalty: 4876.721191
	Iteration 39Q: 3 clusters Score -2128975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2128976.000000 Penalty: 4876.721191
	Iteration 40F: 3 clusters Score -2128976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2128973.500000 Penalty: 4876.721191
	Iteration 41Q: 3 clusters Score -2128974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2128973.000000 Penalty: 4876.721191
	Iteration 42Q: 3 clusters Score -2128973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2128979.000000 Penalty: 4876.721191
	Iteration 43Q: 3 clusters Score -2128979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2128980.500000 Penalty: 4876.721191
	Iteration 44Q: 3 clusters Score -2128980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2128980.500000 Penalty: 4876.721191
	Iteration 45Q: 3 clusters Score -2128980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2128978.500000 Penalty: 4876.721191
	Iteration 46Q: 3 clusters Score -2128978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2128978.500000 Penalty: 4876.721191
	Iteration 47F: 3 clusters Score -2128978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Entering Unmasked Estep 
Score: -141789184.000000 Penalty: 90098.476562
Splitting cluster 10 changes total score from -141750720.000000 to -141789184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (62443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Entering Unmasked Estep 
Score: -7712413.000000 Penalty: 2738.418213
	Iteration 0F: 2 clusters Score -7712413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -7670628.000000 Penalty: 5476.836426
	Iteration 0F: 3 clusters Score -7670628 nChanged 29094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -7686941.500000 Penalty: 5476.836426
	Iteration 1F: 3 clusters Score -7686942 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7687859.000000 Penalty: 5476.836426
	Iteration 2Q: 3 clusters Score -7687859 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7689059.000000 Penalty: 5476.836426
	Iteration 3Q: 3 clusters Score -7689059 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7690904.500000 Penalty: 5476.836426
	Iteration 4F: 3 clusters Score -7690904 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -7693764.500000 Penalty: 5476.836426
	Iteration 5F: 3 clusters Score -7693764 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -7697668.000000 Penalty: 5476.836426
	Iteration 6F: 3 clusters Score -7697668 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -7701986.500000 Penalty: 5476.836426
	Iteration 7F: 3 clusters Score -7701986 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7705381.500000 Penalty: 5476.836426
	Iteration 8F: 3 clusters Score -7705382 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7707455.500000 Penalty: 5476.836426
	Iteration 9Q: 3 clusters Score -7707456 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -7708702.500000 Penalty: 5476.836426
	Iteration 10Q: 3 clusters Score -7708702 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -7709406.000000 Penalty: 5476.836426
	Iteration 11Q: 3 clusters Score -7709406 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -7709723.000000 Penalty: 5476.836426
	Iteration 12Q: 3 clusters Score -7709723 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -7709905.000000 Penalty: 5476.836426
	Iteration 13Q: 3 clusters Score -7709905 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7710002.500000 Penalty: 5476.836426
	Iteration 14Q: 3 clusters Score -7710002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -7710061.000000 Penalty: 5476.836426
	Iteration 15Q: 3 clusters Score -7710061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -7710090.000000 Penalty: 5476.836426
	Iteration 16Q: 3 clusters Score -7710090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -7710105.500000 Penalty: 5476.836426
	Iteration 17Q: 3 clusters Score -7710106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -7710126.500000 Penalty: 5476.836426
	Iteration 18Q: 3 clusters Score -7710126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -7710135.500000 Penalty: 5476.836426
	Iteration 19Q: 3 clusters Score -7710136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -7710134.000000 Penalty: 5476.836426
	Iteration 20F: 3 clusters Score -7710134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -7710143.500000 Penalty: 5476.836426
	Iteration 21Q: 3 clusters Score -7710144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7710153.500000 Penalty: 5476.836426
	Iteration 22Q: 3 clusters Score -7710154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -7710163.000000 Penalty: 5476.836426
	Iteration 23Q: 3 clusters Score -7710163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -7710182.000000 Penalty: 5476.836426
	Iteration 24Q: 3 clusters Score -7710182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -7710176.000000 Penalty: 5476.836426
	Iteration 25Q: 3 clusters Score -7710176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -7710185.000000 Penalty: 5476.836426
	Iteration 26Q: 3 clusters Score -7710185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7710189.500000 Penalty: 5476.836426
	Iteration 27Q: 3 clusters Score -7710190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -7710204.000000 Penalty: 5476.836426
	Iteration 28Q: 3 clusters Score -7710204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7710218.000000 Penalty: 5476.836426
	Iteration 29Q: 3 clusters Score -7710218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -7710224.500000 Penalty: 5476.836426
	Iteration 30Q: 3 clusters Score -7710224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -7710238.500000 Penalty: 5476.836426
	Iteration 31Q: 3 clusters Score -7710238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -7710237.000000 Penalty: 5476.836426
	Iteration 32Q: 3 clusters Score -7710237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -7710239.500000 Penalty: 5476.836426
	Iteration 33Q: 3 clusters Score -7710240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -7710239.500000 Penalty: 5476.836426
	Iteration 34Q: 3 clusters Score -7710240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -7710245.500000 Penalty: 5476.836426
	Iteration 35Q: 3 clusters Score -7710246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -7710249.500000 Penalty: 5476.836426
	Iteration 36Q: 3 clusters Score -7710250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7710246.000000 Penalty: 5476.836426
	Iteration 37Q: 3 clusters Score -7710246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -7710247.000000 Penalty: 5476.836426
	Iteration 38Q: 3 clusters Score -7710247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -7710247.000000 Penalty: 5476.836426
	Iteration 39F: 3 clusters Score -7710247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -1915883.125000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -1915883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1904555.625000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -1904556 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1926837.250000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -1926837 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1956855.375000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -1956855 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1958491.000000 Penalty: 4829.092773
	Iteration 3F: 3 clusters Score -1958491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1958590.250000 Penalty: 4829.092773
	Iteration 4Q: 3 clusters Score -1958590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1958613.875000 Penalty: 4829.092773
	Iteration 5Q: 3 clusters Score -1958614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1958621.625000 Penalty: 4829.092773
	Iteration 6Q: 3 clusters Score -1958622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1958624.375000 Penalty: 4829.092773
	Iteration 7Q: 3 clusters Score -1958624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1958627.375000 Penalty: 4829.092773
	Iteration 8Q: 3 clusters Score -1958627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1958630.375000 Penalty: 4829.092773
	Iteration 9Q: 3 clusters Score -1958630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1958629.000000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -1958629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1958629.375000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -1958629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1958632.750000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -1958633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1958632.750000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -1958633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1958632.750000 Penalty: 4829.092773
	Iteration 14F: 3 clusters Score -1958633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Entering Unmasked Estep 
Score: -141826400.000000 Penalty: 93563.796875
Splitting cluster 14 changes total score from -141750720.000000 to -141826400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (19135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Entering Unmasked Estep 
Score: -2303419.500000 Penalty: 2445.100098
	Iteration 0F: 2 clusters Score -2303420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2289802.500000 Penalty: 4890.200195
	Iteration 0F: 3 clusters Score -2289802 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2294473.000000 Penalty: 4890.200195
	Iteration 1F: 3 clusters Score -2294473 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2295220.000000 Penalty: 4890.200195
	Iteration 2F: 3 clusters Score -2295220 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2296244.250000 Penalty: 4890.200195
	Iteration 3F: 3 clusters Score -2296244 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2297692.000000 Penalty: 4890.200195
	Iteration 4F: 3 clusters Score -2297692 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2299352.500000 Penalty: 4890.200195
	Iteration 5F: 3 clusters Score -2299352 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2300796.000000 Penalty: 4890.200195
	Iteration 6F: 3 clusters Score -2300796 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2301694.000000 Penalty: 4890.200195
	Iteration 7F: 3 clusters Score -2301694 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2302212.250000 Penalty: 4890.200195
	Iteration 8Q: 3 clusters Score -2302212 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2302505.750000 Penalty: 4890.200195
	Iteration 9Q: 3 clusters Score -2302506 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2302702.500000 Penalty: 4890.200195
	Iteration 10Q: 3 clusters Score -2302702 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2302867.750000 Penalty: 4890.200195
	Iteration 11Q: 3 clusters Score -2302868 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2303005.750000 Penalty: 4890.200195
	Iteration 12Q: 3 clusters Score -2303006 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2303161.750000 Penalty: 4890.200195
	Iteration 13Q: 3 clusters Score -2303162 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2303329.250000 Penalty: 4890.200195
	Iteration 14Q: 3 clusters Score -2303329 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2303485.750000 Penalty: 4890.200195
	Iteration 15Q: 3 clusters Score -2303486 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2303613.750000 Penalty: 4890.200195
	Iteration 16Q: 3 clusters Score -2303614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2303721.250000 Penalty: 4890.200195
	Iteration 17Q: 3 clusters Score -2303721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2303802.250000 Penalty: 4890.200195
	Iteration 18Q: 3 clusters Score -2303802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2303879.500000 Penalty: 4890.200195
	Iteration 19Q: 3 clusters Score -2303880 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2303946.500000 Penalty: 4890.200195
	Iteration 20F: 3 clusters Score -2303946 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2303988.750000 Penalty: 4890.200195
	Iteration 21Q: 3 clusters Score -2303989 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2304031.000000 Penalty: 4890.200195
	Iteration 22Q: 3 clusters Score -2304031 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2304070.000000 Penalty: 4890.200195
	Iteration 23Q: 3 clusters Score -2304070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2304095.750000 Penalty: 4890.200195
	Iteration 24Q: 3 clusters Score -2304096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2304118.750000 Penalty: 4890.200195
	Iteration 25Q: 3 clusters Score -2304119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2304142.500000 Penalty: 4890.200195
	Iteration 26Q: 3 clusters Score -2304142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2304196.750000 Penalty: 4890.200195
	Iteration 27Q: 3 clusters Score -2304197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2304244.000000 Penalty: 4890.200195
	Iteration 28Q: 3 clusters Score -2304244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2304302.750000 Penalty: 4890.200195
	Iteration 29Q: 3 clusters Score -2304303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2304332.750000 Penalty: 4890.200195
	Iteration 30Q: 3 clusters Score -2304333 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2304368.000000 Penalty: 4890.200195
	Iteration 31Q: 3 clusters Score -2304368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2304393.500000 Penalty: 4890.200195
	Iteration 32Q: 3 clusters Score -2304394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2304419.000000 Penalty: 4890.200195
	Iteration 33Q: 3 clusters Score -2304419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2304445.500000 Penalty: 4890.200195
	Iteration 34Q: 3 clusters Score -2304446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2304456.250000 Penalty: 4890.200195
	Iteration 35Q: 3 clusters Score -2304456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2304462.750000 Penalty: 4890.200195
	Iteration 36Q: 3 clusters Score -2304463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2304471.500000 Penalty: 4890.200195
	Iteration 37Q: 3 clusters Score -2304472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2304476.250000 Penalty: 4890.200195
	Iteration 38Q: 3 clusters Score -2304476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2304484.500000 Penalty: 4890.200195
	Iteration 39Q: 3 clusters Score -2304484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2304484.750000 Penalty: 4890.200195
	Iteration 40F: 3 clusters Score -2304485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2304485.000000 Penalty: 4890.200195
	Iteration 41Q: 3 clusters Score -2304485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2304484.000000 Penalty: 4890.200195
	Iteration 42Q: 3 clusters Score -2304484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2304485.000000 Penalty: 4890.200195
	Iteration 43Q: 3 clusters Score -2304485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2304490.250000 Penalty: 4890.200195
	Iteration 44Q: 3 clusters Score -2304490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2304489.000000 Penalty: 4890.200195
	Iteration 45Q: 3 clusters Score -2304489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2304495.000000 Penalty: 4890.200195
	Iteration 46Q: 3 clusters Score -2304495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2304492.750000 Penalty: 4890.200195
	Iteration 47Q: 3 clusters Score -2304493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2304493.000000 Penalty: 4890.200195
	Iteration 48Q: 3 clusters Score -2304493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2304488.500000 Penalty: 4890.200195
	Iteration 49Q: 3 clusters Score -2304488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2304497.500000 Penalty: 4890.200195
	Iteration 50Q: 3 clusters Score -2304498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2304502.000000 Penalty: 4890.200195
	Iteration 51Q: 3 clusters Score -2304502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2304499.500000 Penalty: 4890.200195
	Iteration 52Q: 3 clusters Score -2304500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2304499.000000 Penalty: 4890.200195
	Iteration 53Q: 3 clusters Score -2304499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2304494.500000 Penalty: 4890.200195
	Iteration 54Q: 3 clusters Score -2304494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2304503.750000 Penalty: 4890.200195
	Iteration 55Q: 3 clusters Score -2304504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2304503.250000 Penalty: 4890.200195
	Iteration 56Q: 3 clusters Score -2304503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2304505.000000 Penalty: 4890.200195
	Iteration 57Q: 3 clusters Score -2304505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2304506.000000 Penalty: 4890.200195
	Iteration 58Q: 3 clusters Score -2304506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2304513.750000 Penalty: 4890.200195
	Iteration 59Q: 3 clusters Score -2304514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2304518.250000 Penalty: 4890.200195
	Iteration 60F: 3 clusters Score -2304518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2304515.750000 Penalty: 4890.200195
	Iteration 61Q: 3 clusters Score -2304516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2304520.750000 Penalty: 4890.200195
	Iteration 62Q: 3 clusters Score -2304521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2304527.000000 Penalty: 4890.200195
	Iteration 63Q: 3 clusters Score -2304527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2304529.000000 Penalty: 4890.200195
	Iteration 64Q: 3 clusters Score -2304529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2304534.500000 Penalty: 4890.200195
	Iteration 65Q: 3 clusters Score -2304534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2304543.250000 Penalty: 4890.200195
	Iteration 66Q: 3 clusters Score -2304543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2304543.750000 Penalty: 4890.200195
	Iteration 67Q: 3 clusters Score -2304544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2304551.750000 Penalty: 4890.200195
	Iteration 68Q: 3 clusters Score -2304552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2304551.000000 Penalty: 4890.200195
	Iteration 69Q: 3 clusters Score -2304551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2304545.000000 Penalty: 4890.200195
	Iteration 70Q: 3 clusters Score -2304545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2304549.750000 Penalty: 4890.200195
	Iteration 71Q: 3 clusters Score -2304550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2304540.000000 Penalty: 4890.200195
	Iteration 72Q: 3 clusters Score -2304540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2304541.000000 Penalty: 4890.200195
	Iteration 73Q: 3 clusters Score -2304541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2304543.000000 Penalty: 4890.200195
	Iteration 74Q: 3 clusters Score -2304543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2304546.250000 Penalty: 4890.200195
	Iteration 75Q: 3 clusters Score -2304546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2304546.750000 Penalty: 4890.200195
	Iteration 76Q: 3 clusters Score -2304547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2304545.250000 Penalty: 4890.200195
	Iteration 77Q: 3 clusters Score -2304545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2304547.000000 Penalty: 4890.200195
	Iteration 78Q: 3 clusters Score -2304547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2304546.000000 Penalty: 4890.200195
	Iteration 79Q: 3 clusters Score -2304546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2304546.000000 Penalty: 4890.200195
	Iteration 80F: 3 clusters Score -2304546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 13308 members 
Entering Unmasked Estep 
Score: -141825952.000000 Penalty: 97029.125000
Splitting cluster 15 changes total score from -141750720.000000 to -141825952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -161050.875000 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -161050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158941.859375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -158941.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159524.875000 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -159524.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159833.875000 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -159833.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -160103.828125 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -160103.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160648.218750 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -160648.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161479.218750 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -161479.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162198.265625 Penalty: 3616.999268
	Iteration 6F: 3 clusters Score -162198.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -162831.390625 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -162831.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163109.359375 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -163109.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163359.812500 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -163359.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -163711.703125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -163711.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -164741.078125 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -164741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -164765.250000 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -164765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -164767.718750 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -164767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -164770.375000 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -164770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -164777.859375 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -164777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -164778.062500 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -164778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -164778.062500 Penalty: 3616.999268
	Iteration 17F: 3 clusters Score -164778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 4469 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 1121 members 
Entering Unmasked Estep 
Score: -141827440.000000 Penalty: 100494.453125
Splitting cluster 16 changes total score from -141750720.000000 to -141827440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (372740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372740 members 
Entering Unmasked Estep 
Score: -46685104.000000 Penalty: 3181.501709
	Iteration 0F: 2 clusters Score -4.66851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 186368 members 
Entering Unmasked Estep 
Score: -46472424.000000 Penalty: 6363.003418
	Iteration 0F: 3 clusters Score -4.647242e+07 nChanged 180954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185126 members 
Mstep: Class 2 contains 187614 members 
Entering Unmasked Estep 
Score: -46583260.000000 Penalty: 6363.003418
	Iteration 1F: 3 clusters Score -4.658326e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183359 members 
Mstep: Class 2 contains 189381 members 
Entering Unmasked Estep 
Score: -46587288.000000 Penalty: 6363.003418
	Iteration 2Q: 3 clusters Score -4.658729e+07 nChanged 15770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180825 members 
Mstep: Class 2 contains 191915 members 
Entering Unmasked Estep 
Score: -46593200.000000 Penalty: 6363.003418
	Iteration 3Q: 3 clusters Score -4.65932e+07 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -46601436.000000 Penalty: 6363.003418
	Iteration 4Q: 3 clusters Score -4.660144e+07 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 201872 members 
Entering Unmasked Estep 
Score: -46611880.000000 Penalty: 6363.003418
	Iteration 5F: 3 clusters Score -4.661188e+07 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 209394 members 
Entering Unmasked Estep 
Score: -46626776.000000 Penalty: 6363.003418
	Iteration 6F: 3 clusters Score -4.662678e+07 nChanged 24066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 217190 members 
Entering Unmasked Estep 
Score: -46644140.000000 Penalty: 6363.003418
	Iteration 7F: 3 clusters Score -4.664414e+07 nChanged 22334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 223438 members 
Entering Unmasked Estep 
Score: -46658152.000000 Penalty: 6363.003418
	Iteration 8F: 3 clusters Score -4.665815e+07 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 228023 members 
Entering Unmasked Estep 
Score: -46666576.000000 Penalty: 6363.003418
	Iteration 9Q: 3 clusters Score -4.666658e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 231819 members 
Entering Unmasked Estep 
Score: -46669584.000000 Penalty: 6363.003418
	Iteration 10Q: 3 clusters Score -4.666958e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 235232 members 
Entering Unmasked Estep 
Score: -46670808.000000 Penalty: 6363.003418
	Iteration 11Q: 3 clusters Score -4.667081e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 238407 members 
Entering Unmasked Estep 
Score: -46671512.000000 Penalty: 6363.003418
	Iteration 12Q: 3 clusters Score -4.667151e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 241214 members 
Entering Unmasked Estep 
Score: -46671632.000000 Penalty: 6363.003418
	Iteration 13Q: 3 clusters Score -4.667163e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128955 members 
Mstep: Class 2 contains 243785 members 
Entering Unmasked Estep 
Score: -46672024.000000 Penalty: 6363.003418
	Iteration 14Q: 3 clusters Score -4.667202e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126616 members 
Mstep: Class 2 contains 246124 members 
Entering Unmasked Estep 
Score: -46672484.000000 Penalty: 6363.003418
	Iteration 15Q: 3 clusters Score -4.667248e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 248210 members 
Entering Unmasked Estep 
Score: -46672588.000000 Penalty: 6363.003418
	Iteration 16Q: 3 clusters Score -4.667259e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122675 members 
Mstep: Class 2 contains 250065 members 
Entering Unmasked Estep 
Score: -46672844.000000 Penalty: 6363.003418
	Iteration 17Q: 3 clusters Score -4.667284e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 251637 members 
Entering Unmasked Estep 
Score: -46673004.000000 Penalty: 6363.003418
	Iteration 18Q: 3 clusters Score -4.6673e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 252901 members 
Entering Unmasked Estep 
Score: -46673308.000000 Penalty: 6363.003418
	Iteration 19Q: 3 clusters Score -4.667331e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 254081 members 
Entering Unmasked Estep 
Score: -46673272.000000 Penalty: 6363.003418
	Iteration 20F: 3 clusters Score -4.667327e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 255126 members 
Entering Unmasked Estep 
Score: -46673520.000000 Penalty: 6363.003418
	Iteration 21Q: 3 clusters Score -4.667352e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 255991 members 
Entering Unmasked Estep 
Score: -46673460.000000 Penalty: 6363.003418
	Iteration 22Q: 3 clusters Score -4.667346e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 256780 members 
Entering Unmasked Estep 
Score: -46673424.000000 Penalty: 6363.003418
	Iteration 23Q: 3 clusters Score -4.667342e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 257387 members 
Entering Unmasked Estep 
Score: -46673196.000000 Penalty: 6363.003418
	Iteration 24Q: 3 clusters Score -4.66732e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 257913 members 
Entering Unmasked Estep 
Score: -46673028.000000 Penalty: 6363.003418
	Iteration 25Q: 3 clusters Score -4.667303e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 258224 members 
Entering Unmasked Estep 
Score: -46673028.000000 Penalty: 6363.003418
	Iteration 26Q: 3 clusters Score -4.667303e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Mstep: Class 2 contains 258523 members 
Entering Unmasked Estep 
Score: -46673008.000000 Penalty: 6363.003418
	Iteration 27Q: 3 clusters Score -4.667301e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 258730 members 
Entering Unmasked Estep 
Score: -46672936.000000 Penalty: 6363.003418
	Iteration 28Q: 3 clusters Score -4.667294e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 258783 members 
Entering Unmasked Estep 
Score: -46673000.000000 Penalty: 6363.003418
	Iteration 29Q: 3 clusters Score -4.6673e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 258744 members 
Entering Unmasked Estep 
Score: -46672864.000000 Penalty: 6363.003418
	Iteration 30Q: 3 clusters Score -4.667286e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 258563 members 
Entering Unmasked Estep 
Score: -46672768.000000 Penalty: 6363.003418
	Iteration 31Q: 3 clusters Score -4.667277e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 258368 members 
Entering Unmasked Estep 
Score: -46672776.000000 Penalty: 6363.003418
	Iteration 32Q: 3 clusters Score -4.667278e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114618 members 
Mstep: Class 2 contains 258122 members 
Entering Unmasked Estep 
Score: -46672848.000000 Penalty: 6363.003418
	Iteration 33Q: 3 clusters Score -4.667285e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 257844 members 
Entering Unmasked Estep 
Score: -46672840.000000 Penalty: 6363.003418
	Iteration 34Q: 3 clusters Score -4.667284e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 257522 members 
Entering Unmasked Estep 
Score: -46672800.000000 Penalty: 6363.003418
	Iteration 35Q: 3 clusters Score -4.66728e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 257167 members 
Entering Unmasked Estep 
Score: -46672768.000000 Penalty: 6363.003418
	Iteration 36Q: 3 clusters Score -4.667277e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 256758 members 
Entering Unmasked Estep 
Score: -46672924.000000 Penalty: 6363.003418
	Iteration 37Q: 3 clusters Score -4.667292e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 256353 members 
Entering Unmasked Estep 
Score: -46672908.000000 Penalty: 6363.003418
	Iteration 38Q: 3 clusters Score -4.667291e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 255947 members 
Entering Unmasked Estep 
Score: -46672964.000000 Penalty: 6363.003418
	Iteration 39Q: 3 clusters Score -4.667296e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 255532 members 
Entering Unmasked Estep 
Score: -46673052.000000 Penalty: 6363.003418
	Iteration 40F: 3 clusters Score -4.667305e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 255134 members 
Entering Unmasked Estep 
Score: -46672992.000000 Penalty: 6363.003418
	Iteration 41Q: 3 clusters Score -4.667299e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 254740 members 
Entering Unmasked Estep 
Score: -46673000.000000 Penalty: 6363.003418
	Iteration 42Q: 3 clusters Score -4.6673e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 254334 members 
Entering Unmasked Estep 
Score: -46672944.000000 Penalty: 6363.003418
	Iteration 43Q: 3 clusters Score -4.667294e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 253967 members 
Entering Unmasked Estep 
Score: -46672812.000000 Penalty: 6363.003418
	Iteration 44Q: 3 clusters Score -4.667281e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 253628 members 
Entering Unmasked Estep 
Score: -46672904.000000 Penalty: 6363.003418
	Iteration 45Q: 3 clusters Score -4.66729e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 253287 members 
Entering Unmasked Estep 
Score: -46672872.000000 Penalty: 6363.003418
	Iteration 46Q: 3 clusters Score -4.667287e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 252954 members 
Entering Unmasked Estep 
Score: -46672924.000000 Penalty: 6363.003418
	Iteration 47Q: 3 clusters Score -4.667292e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 252604 members 
Entering Unmasked Estep 
Score: -46672900.000000 Penalty: 6363.003418
	Iteration 48Q: 3 clusters Score -4.66729e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 252245 members 
Entering Unmasked Estep 
Score: -46672840.000000 Penalty: 6363.003418
	Iteration 49Q: 3 clusters Score -4.667284e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 251890 members 
Entering Unmasked Estep 
Score: -46672812.000000 Penalty: 6363.003418
	Iteration 50Q: 3 clusters Score -4.667281e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 251571 members 
Entering Unmasked Estep 
Score: -46672916.000000 Penalty: 6363.003418
	Iteration 51Q: 3 clusters Score -4.667292e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 251269 members 
Entering Unmasked Estep 
Score: -46672892.000000 Penalty: 6363.003418
	Iteration 52Q: 3 clusters Score -4.667289e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 250995 members 
Entering Unmasked Estep 
Score: -46672900.000000 Penalty: 6363.003418
	Iteration 53Q: 3 clusters Score -4.66729e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Mstep: Class 2 contains 250730 members 
Entering Unmasked Estep 
Score: -46672976.000000 Penalty: 6363.003418
	Iteration 54Q: 3 clusters Score -4.667298e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 250482 members 
Entering Unmasked Estep 
Score: -46673040.000000 Penalty: 6363.003418
	Iteration 55Q: 3 clusters Score -4.667304e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 250263 members 
Entering Unmasked Estep 
Score: -46673016.000000 Penalty: 6363.003418
	Iteration 56Q: 3 clusters Score -4.667302e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 250029 members 
Entering Unmasked Estep 
Score: -46672936.000000 Penalty: 6363.003418
	Iteration 57Q: 3 clusters Score -4.667294e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 249800 members 
Entering Unmasked Estep 
Score: -46673012.000000 Penalty: 6363.003418
	Iteration 58Q: 3 clusters Score -4.667301e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123185 members 
Mstep: Class 2 contains 249555 members 
Entering Unmasked Estep 
Score: -46673056.000000 Penalty: 6363.003418
	Iteration 59Q: 3 clusters Score -4.667306e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 249341 members 
Entering Unmasked Estep 
Score: -46673056.000000 Penalty: 6363.003418
	Iteration 60F: 3 clusters Score -4.667306e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 249152 members 
Entering Unmasked Estep 
Score: -46673000.000000 Penalty: 6363.003418
	Iteration 61Q: 3 clusters Score -4.6673e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 248974 members 
Entering Unmasked Estep 
Score: -46673068.000000 Penalty: 6363.003418
	Iteration 62Q: 3 clusters Score -4.667307e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 248797 members 
Entering Unmasked Estep 
Score: -46673004.000000 Penalty: 6363.003418
	Iteration 63Q: 3 clusters Score -4.6673e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 248637 members 
Entering Unmasked Estep 
Score: -46673052.000000 Penalty: 6363.003418
	Iteration 64Q: 3 clusters Score -4.667305e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 248490 members 
Entering Unmasked Estep 
Score: -46673056.000000 Penalty: 6363.003418
	Iteration 65Q: 3 clusters Score -4.667306e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 248348 members 
Entering Unmasked Estep 
Score: -46673092.000000 Penalty: 6363.003418
	Iteration 66Q: 3 clusters Score -4.667309e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 248213 members 
Entering Unmasked Estep 
Score: -46673128.000000 Penalty: 6363.003418
	Iteration 67Q: 3 clusters Score -4.667313e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124681 members 
Mstep: Class 2 contains 248059 members 
Entering Unmasked Estep 
Score: -46673080.000000 Penalty: 6363.003418
	Iteration 68Q: 3 clusters Score -4.667308e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 247918 members 
Entering Unmasked Estep 
Score: -46673092.000000 Penalty: 6363.003418
	Iteration 69Q: 3 clusters Score -4.667309e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Mstep: Class 2 contains 247775 members 
Entering Unmasked Estep 
Score: -46673144.000000 Penalty: 6363.003418
	Iteration 70Q: 3 clusters Score -4.667314e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 247640 members 
Entering Unmasked Estep 
Score: -46673188.000000 Penalty: 6363.003418
	Iteration 71Q: 3 clusters Score -4.667319e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 247501 members 
Entering Unmasked Estep 
Score: -46673212.000000 Penalty: 6363.003418
	Iteration 72Q: 3 clusters Score -4.667321e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 247366 members 
Entering Unmasked Estep 
Score: -46673184.000000 Penalty: 6363.003418
	Iteration 73Q: 3 clusters Score -4.667318e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 247253 members 
Entering Unmasked Estep 
Score: -46673260.000000 Penalty: 6363.003418
	Iteration 74Q: 3 clusters Score -4.667326e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125605 members 
Mstep: Class 2 contains 247135 members 
Entering Unmasked Estep 
Score: -46673320.000000 Penalty: 6363.003418
	Iteration 75Q: 3 clusters Score -4.667332e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 246998 members 
Entering Unmasked Estep 
Score: -46673340.000000 Penalty: 6363.003418
	Iteration 76Q: 3 clusters Score -4.667334e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 246860 members 
Entering Unmasked Estep 
Score: -46673372.000000 Penalty: 6363.003418
	Iteration 77Q: 3 clusters Score -4.667337e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125998 members 
Mstep: Class 2 contains 246742 members 
Entering Unmasked Estep 
Score: -46673456.000000 Penalty: 6363.003418
	Iteration 78Q: 3 clusters Score -4.667346e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 246606 members 
Entering Unmasked Estep 
Score: -46673332.000000 Penalty: 6363.003418
	Iteration 79Q: 3 clusters Score -4.667333e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126263 members 
Mstep: Class 2 contains 246477 members 
Entering Unmasked Estep 
Score: -46673368.000000 Penalty: 6363.003418
	Iteration 80F: 3 clusters Score -4.667337e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 246339 members 
Entering Unmasked Estep 
Score: -46673340.000000 Penalty: 6363.003418
	Iteration 81Q: 3 clusters Score -4.667334e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 246213 members 
Entering Unmasked Estep 
Score: -46673360.000000 Penalty: 6363.003418
	Iteration 82Q: 3 clusters Score -4.667336e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 246095 members 
Entering Unmasked Estep 
Score: -46673312.000000 Penalty: 6363.003418
	Iteration 83Q: 3 clusters Score -4.667331e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126765 members 
Mstep: Class 2 contains 245975 members 
Entering Unmasked Estep 
Score: -46673324.000000 Penalty: 6363.003418
	Iteration 84Q: 3 clusters Score -4.667332e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 245879 members 
Entering Unmasked Estep 
Score: -46673232.000000 Penalty: 6363.003418
	Iteration 85Q: 3 clusters Score -4.667323e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 245777 members 
Entering Unmasked Estep 
Score: -46673232.000000 Penalty: 6363.003418
	Iteration 86Q: 3 clusters Score -4.667323e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127063 members 
Mstep: Class 2 contains 245677 members 
Entering Unmasked Estep 
Score: -46673264.000000 Penalty: 6363.003418
	Iteration 87Q: 3 clusters Score -4.667326e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 245595 members 
Entering Unmasked Estep 
Score: -46673352.000000 Penalty: 6363.003418
	Iteration 88Q: 3 clusters Score -4.667335e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 245498 members 
Entering Unmasked Estep 
Score: -46673368.000000 Penalty: 6363.003418
	Iteration 89Q: 3 clusters Score -4.667337e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127327 members 
Mstep: Class 2 contains 245413 members 
Entering Unmasked Estep 
Score: -46673372.000000 Penalty: 6363.003418
	Iteration 90Q: 3 clusters Score -4.667337e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 245340 members 
Entering Unmasked Estep 
Score: -46673320.000000 Penalty: 6363.003418
	Iteration 91Q: 3 clusters Score -4.667332e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 245261 members 
Entering Unmasked Estep 
Score: -46673304.000000 Penalty: 6363.003418
	Iteration 92Q: 3 clusters Score -4.66733e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 245206 members 
Entering Unmasked Estep 
Score: -46673388.000000 Penalty: 6363.003418
	Iteration 93Q: 3 clusters Score -4.667339e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 245136 members 
Entering Unmasked Estep 
Score: -46673352.000000 Penalty: 6363.003418
	Iteration 94Q: 3 clusters Score -4.667335e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 245062 members 
Entering Unmasked Estep 
Score: -46673292.000000 Penalty: 6363.003418
	Iteration 95Q: 3 clusters Score -4.667329e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 245007 members 
Entering Unmasked Estep 
Score: -46673316.000000 Penalty: 6363.003418
	Iteration 96Q: 3 clusters Score -4.667332e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 244960 members 
Entering Unmasked Estep 
Score: -46673296.000000 Penalty: 6363.003418
	Iteration 97Q: 3 clusters Score -4.66733e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 244908 members 
Entering Unmasked Estep 
Score: -46673356.000000 Penalty: 6363.003418
	Iteration 98Q: 3 clusters Score -4.667336e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 244853 members 
Entering Unmasked Estep 
Score: -46673352.000000 Penalty: 6363.003418
	Iteration 99Q: 3 clusters Score -4.667335e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 244804 members 
Entering Unmasked Estep 
Score: -46673380.000000 Penalty: 6363.003418
	Iteration 100F: 3 clusters Score -4.667338e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 244763 members 
Entering Unmasked Estep 
Score: -46673336.000000 Penalty: 6363.003418
	Iteration 101Q: 3 clusters Score -4.667334e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 244707 members 
Entering Unmasked Estep 
Score: -46673368.000000 Penalty: 6363.003418
	Iteration 102Q: 3 clusters Score -4.667337e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128063 members 
Mstep: Class 2 contains 244677 members 
Entering Unmasked Estep 
Score: -46673348.000000 Penalty: 6363.003418
	Iteration 103Q: 3 clusters Score -4.667335e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 244630 members 
Entering Unmasked Estep 
Score: -46673368.000000 Penalty: 6363.003418
	Iteration 104Q: 3 clusters Score -4.667337e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 244577 members 
Entering Unmasked Estep 
Score: -46673376.000000 Penalty: 6363.003418
	Iteration 105Q: 3 clusters Score -4.667338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128219 members 
Mstep: Class 2 contains 244521 members 
Entering Unmasked Estep 
Score: -46673324.000000 Penalty: 6363.003418
	Iteration 106Q: 3 clusters Score -4.667332e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128270 members 
Mstep: Class 2 contains 244470 members 
Entering Unmasked Estep 
Score: -46673376.000000 Penalty: 6363.003418
	Iteration 107Q: 3 clusters Score -4.667338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 244437 members 
Entering Unmasked Estep 
Score: -46673332.000000 Penalty: 6363.003418
	Iteration 108Q: 3 clusters Score -4.667333e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 244396 members 
Entering Unmasked Estep 
Score: -46673388.000000 Penalty: 6363.003418
	Iteration 109Q: 3 clusters Score -4.667339e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 244327 members 
Entering Unmasked Estep 
Score: -46673424.000000 Penalty: 6363.003418
	Iteration 110Q: 3 clusters Score -4.667342e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 244273 members 
Entering Unmasked Estep 
Score: -46673424.000000 Penalty: 6363.003418
	Iteration 111Q: 3 clusters Score -4.667342e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128498 members 
Mstep: Class 2 contains 244242 members 
Entering Unmasked Estep 
Score: -46673360.000000 Penalty: 6363.003418
	Iteration 112Q: 3 clusters Score -4.667336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128529 members 
Mstep: Class 2 contains 244211 members 
Entering Unmasked Estep 
Score: -46673372.000000 Penalty: 6363.003418
	Iteration 113Q: 3 clusters Score -4.667337e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 244169 members 
Entering Unmasked Estep 
Score: -46673352.000000 Penalty: 6363.003418
	Iteration 114Q: 3 clusters Score -4.667335e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 244124 members 
Entering Unmasked Estep 
Score: -46673380.000000 Penalty: 6363.003418
	Iteration 115Q: 3 clusters Score -4.667338e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 244088 members 
Entering Unmasked Estep 
Score: -46673356.000000 Penalty: 6363.003418
	Iteration 116Q: 3 clusters Score -4.667336e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 244038 members 
Entering Unmasked Estep 
Score: -46673424.000000 Penalty: 6363.003418
	Iteration 117Q: 3 clusters Score -4.667342e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 243983 members 
Entering Unmasked Estep 
Score: -46673456.000000 Penalty: 6363.003418
	Iteration 118Q: 3 clusters Score -4.667346e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 243939 members 
Entering Unmasked Estep 
Score: -46673468.000000 Penalty: 6363.003418
	Iteration 119Q: 3 clusters Score -4.667347e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 243896 members 
Entering Unmasked Estep 
Score: -46673480.000000 Penalty: 6363.003418
	Iteration 120F: 3 clusters Score -4.667348e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 243869 members 
Entering Unmasked Estep 
Score: -46673448.000000 Penalty: 6363.003418
	Iteration 121Q: 3 clusters Score -4.667345e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 243839 members 
Entering Unmasked Estep 
Score: -46673488.000000 Penalty: 6363.003418
	Iteration 122Q: 3 clusters Score -4.667349e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 243820 members 
Entering Unmasked Estep 
Score: -46673472.000000 Penalty: 6363.003418
	Iteration 123Q: 3 clusters Score -4.667347e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 243792 members 
Entering Unmasked Estep 
Score: -46673496.000000 Penalty: 6363.003418
	Iteration 124Q: 3 clusters Score -4.66735e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 243739 members 
Entering Unmasked Estep 
Score: -46673536.000000 Penalty: 6363.003418
	Iteration 125Q: 3 clusters Score -4.667354e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 243693 members 
Entering Unmasked Estep 
Score: -46673548.000000 Penalty: 6363.003418
	Iteration 126Q: 3 clusters Score -4.667355e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 243657 members 
Entering Unmasked Estep 
Score: -46673572.000000 Penalty: 6363.003418
	Iteration 127Q: 3 clusters Score -4.667357e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 243617 members 
Entering Unmasked Estep 
Score: -46673592.000000 Penalty: 6363.003418
	Iteration 128Q: 3 clusters Score -4.667359e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 243570 members 
Entering Unmasked Estep 
Score: -46673600.000000 Penalty: 6363.003418
	Iteration 129Q: 3 clusters Score -4.66736e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 243539 members 
Entering Unmasked Estep 
Score: -46673584.000000 Penalty: 6363.003418
	Iteration 130Q: 3 clusters Score -4.667358e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 243507 members 
Entering Unmasked Estep 
Score: -46673572.000000 Penalty: 6363.003418
	Iteration 131Q: 3 clusters Score -4.667357e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129278 members 
Mstep: Class 2 contains 243462 members 
Entering Unmasked Estep 
Score: -46673580.000000 Penalty: 6363.003418
	Iteration 132Q: 3 clusters Score -4.667358e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 243403 members 
Entering Unmasked Estep 
Score: -46673636.000000 Penalty: 6363.003418
	Iteration 133Q: 3 clusters Score -4.667364e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 243353 members 
Entering Unmasked Estep 
Score: -46673656.000000 Penalty: 6363.003418
	Iteration 134Q: 3 clusters Score -4.667366e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129424 members 
Mstep: Class 2 contains 243316 members 
Entering Unmasked Estep 
Score: -46673652.000000 Penalty: 6363.003418
	Iteration 135Q: 3 clusters Score -4.667365e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 243266 members 
Entering Unmasked Estep 
Score: -46673580.000000 Penalty: 6363.003418
	Iteration 136Q: 3 clusters Score -4.667358e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 243211 members 
Entering Unmasked Estep 
Score: -46673604.000000 Penalty: 6363.003418
	Iteration 137Q: 3 clusters Score -4.66736e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 243152 members 
Entering Unmasked Estep 
Score: -46673528.000000 Penalty: 6363.003418
	Iteration 138Q: 3 clusters Score -4.667353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 243117 members 
Entering Unmasked Estep 
Score: -46673568.000000 Penalty: 6363.003418
	Iteration 139Q: 3 clusters Score -4.667357e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 243080 members 
Entering Unmasked Estep 
Score: -46673564.000000 Penalty: 6363.003418
	Iteration 140F: 3 clusters Score -4.667356e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 243044 members 
Entering Unmasked Estep 
Score: -46673628.000000 Penalty: 6363.003418
	Iteration 141Q: 3 clusters Score -4.667363e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 243024 members 
Entering Unmasked Estep 
Score: -46673640.000000 Penalty: 6363.003418
	Iteration 142Q: 3 clusters Score -4.667364e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 242993 members 
Entering Unmasked Estep 
Score: -46673724.000000 Penalty: 6363.003418
	Iteration 143Q: 3 clusters Score -4.667372e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 242969 members 
Entering Unmasked Estep 
Score: -46673744.000000 Penalty: 6363.003418
	Iteration 144Q: 3 clusters Score -4.667374e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 242943 members 
Entering Unmasked Estep 
Score: -46673776.000000 Penalty: 6363.003418
	Iteration 145Q: 3 clusters Score -4.667378e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 242925 members 
Entering Unmasked Estep 
Score: -46673804.000000 Penalty: 6363.003418
	Iteration 146Q: 3 clusters Score -4.66738e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129834 members 
Mstep: Class 2 contains 242906 members 
Entering Unmasked Estep 
Score: -46673804.000000 Penalty: 6363.003418
	Iteration 147Q: 3 clusters Score -4.66738e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 242899 members 
Entering Unmasked Estep 
Score: -46673852.000000 Penalty: 6363.003418
	Iteration 148Q: 3 clusters Score -4.667385e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 242868 members 
Entering Unmasked Estep 
Score: -46673848.000000 Penalty: 6363.003418
	Iteration 149Q: 3 clusters Score -4.667385e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 242822 members 
Entering Unmasked Estep 
Score: -46673860.000000 Penalty: 6363.003418
	Iteration 150Q: 3 clusters Score -4.667386e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 242797 members 
Entering Unmasked Estep 
Score: -46673916.000000 Penalty: 6363.003418
	Iteration 151Q: 3 clusters Score -4.667392e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 242776 members 
Entering Unmasked Estep 
Score: -46673948.000000 Penalty: 6363.003418
	Iteration 152Q: 3 clusters Score -4.667395e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 242754 members 
Entering Unmasked Estep 
Score: -46673932.000000 Penalty: 6363.003418
	Iteration 153Q: 3 clusters Score -4.667393e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 242720 members 
Entering Unmasked Estep 
Score: -46673924.000000 Penalty: 6363.003418
	Iteration 154Q: 3 clusters Score -4.667392e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 242694 members 
Entering Unmasked Estep 
Score: -46673904.000000 Penalty: 6363.003418
	Iteration 155Q: 3 clusters Score -4.66739e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 242681 members 
Entering Unmasked Estep 
Score: -46673880.000000 Penalty: 6363.003418
	Iteration 156Q: 3 clusters Score -4.667388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 242661 members 
Entering Unmasked Estep 
Score: -46673908.000000 Penalty: 6363.003418
	Iteration 157Q: 3 clusters Score -4.667391e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130102 members 
Mstep: Class 2 contains 242638 members 
Entering Unmasked Estep 
Score: -46673940.000000 Penalty: 6363.003418
	Iteration 158Q: 3 clusters Score -4.667394e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 242622 members 
Entering Unmasked Estep 
Score: -46673912.000000 Penalty: 6363.003418
	Iteration 159Q: 3 clusters Score -4.667391e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 242612 members 
Entering Unmasked Estep 
Score: -46673900.000000 Penalty: 6363.003418
	Iteration 160F: 3 clusters Score -4.66739e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 242612 members 
Entering Unmasked Estep 
Score: -46673908.000000 Penalty: 6363.003418
	Iteration 161Q: 3 clusters Score -4.667391e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130140 members 
Mstep: Class 2 contains 242600 members 
Entering Unmasked Estep 
Score: -46673888.000000 Penalty: 6363.003418
	Iteration 162Q: 3 clusters Score -4.667389e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 242592 members 
Entering Unmasked Estep 
Score: -46673924.000000 Penalty: 6363.003418
	Iteration 163Q: 3 clusters Score -4.667392e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 242582 members 
Entering Unmasked Estep 
Score: -46673916.000000 Penalty: 6363.003418
	Iteration 164Q: 3 clusters Score -4.667392e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 242555 members 
Entering Unmasked Estep 
Score: -46673900.000000 Penalty: 6363.003418
	Iteration 165Q: 3 clusters Score -4.66739e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130212 members 
Mstep: Class 2 contains 242528 members 
Entering Unmasked Estep 
Score: -46673868.000000 Penalty: 6363.003418
	Iteration 166Q: 3 clusters Score -4.667387e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 242501 members 
Entering Unmasked Estep 
Score: -46673912.000000 Penalty: 6363.003418
	Iteration 167Q: 3 clusters Score -4.667391e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 242480 members 
Entering Unmasked Estep 
Score: -46673936.000000 Penalty: 6363.003418
	Iteration 168Q: 3 clusters Score -4.667394e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 242465 members 
Entering Unmasked Estep 
Score: -46673976.000000 Penalty: 6363.003418
	Iteration 169Q: 3 clusters Score -4.667398e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 242454 members 
Entering Unmasked Estep 
Score: -46673992.000000 Penalty: 6363.003418
	Iteration 170Q: 3 clusters Score -4.667399e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 242455 members 
Entering Unmasked Estep 
Score: -46674012.000000 Penalty: 6363.003418
	Iteration 171Q: 3 clusters Score -4.667401e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130293 members 
Mstep: Class 2 contains 242447 members 
Entering Unmasked Estep 
Score: -46674036.000000 Penalty: 6363.003418
	Iteration 172Q: 3 clusters Score -4.667404e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 242431 members 
Entering Unmasked Estep 
Score: -46674100.000000 Penalty: 6363.003418
	Iteration 173Q: 3 clusters Score -4.66741e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 242441 members 
Entering Unmasked Estep 
Score: -46674128.000000 Penalty: 6363.003418
	Iteration 174Q: 3 clusters Score -4.667413e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 242431 members 
Entering Unmasked Estep 
Score: -46674180.000000 Penalty: 6363.003418
	Iteration 175Q: 3 clusters Score -4.667418e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Mstep: Class 2 contains 242415 members 
Entering Unmasked Estep 
Score: -46674160.000000 Penalty: 6363.003418
	Iteration 176Q: 3 clusters Score -4.667416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130328 members 
Mstep: Class 2 contains 242412 members 
Entering Unmasked Estep 
Score: -46674144.000000 Penalty: 6363.003418
	Iteration 177Q: 3 clusters Score -4.667414e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 242414 members 
Entering Unmasked Estep 
Score: -46674096.000000 Penalty: 6363.003418
	Iteration 178Q: 3 clusters Score -4.66741e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130332 members 
Mstep: Class 2 contains 242408 members 
Entering Unmasked Estep 
Score: -46674176.000000 Penalty: 6363.003418
	Iteration 179Q: 3 clusters Score -4.667418e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 242406 members 
Entering Unmasked Estep 
Score: -46674144.000000 Penalty: 6363.003418
	Iteration 180F: 3 clusters Score -4.667414e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 242406 members 
Entering Unmasked Estep 
Score: -46674184.000000 Penalty: 6363.003418
	Iteration 181Q: 3 clusters Score -4.667418e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 242402 members 
Entering Unmasked Estep 
Score: -46674180.000000 Penalty: 6363.003418
	Iteration 182Q: 3 clusters Score -4.667418e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130345 members 
Mstep: Class 2 contains 242395 members 
Entering Unmasked Estep 
Score: -46674152.000000 Penalty: 6363.003418
	Iteration 183Q: 3 clusters Score -4.667415e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130355 members 
Mstep: Class 2 contains 242385 members 
Entering Unmasked Estep 
Score: -46674156.000000 Penalty: 6363.003418
	Iteration 184Q: 3 clusters Score -4.667416e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 242376 members 
Entering Unmasked Estep 
Score: -46674128.000000 Penalty: 6363.003418
	Iteration 185Q: 3 clusters Score -4.667413e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130365 members 
Mstep: Class 2 contains 242375 members 
Entering Unmasked Estep 
Score: -46674152.000000 Penalty: 6363.003418
	Iteration 186Q: 3 clusters Score -4.667415e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130362 members 
Mstep: Class 2 contains 242378 members 
Entering Unmasked Estep 
Score: -46674116.000000 Penalty: 6363.003418
	Iteration 187Q: 3 clusters Score -4.667412e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 242376 members 
Entering Unmasked Estep 
Score: -46674128.000000 Penalty: 6363.003418
	Iteration 188Q: 3 clusters Score -4.667413e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 242376 members 
Entering Unmasked Estep 
Score: -46674176.000000 Penalty: 6363.003418
	Iteration 189Q: 3 clusters Score -4.667418e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 242370 members 
Entering Unmasked Estep 
Score: -46674232.000000 Penalty: 6363.003418
	Iteration 190Q: 3 clusters Score -4.667423e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130363 members 
Mstep: Class 2 contains 242377 members 
Entering Unmasked Estep 
Score: -46674232.000000 Penalty: 6363.003418
	Iteration 191Q: 3 clusters Score -4.667423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130366 members 
Mstep: Class 2 contains 242374 members 
Entering Unmasked Estep 
Score: -46674244.000000 Penalty: 6363.003418
	Iteration 192Q: 3 clusters Score -4.667424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 242371 members 
Entering Unmasked Estep 
Score: -46674244.000000 Penalty: 6363.003418
	Iteration 193Q: 3 clusters Score -4.667424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130378 members 
Mstep: Class 2 contains 242362 members 
Entering Unmasked Estep 
Score: -46674272.000000 Penalty: 6363.003418
	Iteration 194Q: 3 clusters Score -4.667427e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 242352 members 
Entering Unmasked Estep 
Score: -46674264.000000 Penalty: 6363.003418
	Iteration 195Q: 3 clusters Score -4.667426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 242331 members 
Entering Unmasked Estep 
Score: -46674300.000000 Penalty: 6363.003418
	Iteration 196Q: 3 clusters Score -4.66743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 2 contains 242318 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 197Q: 3 clusters Score -4.667426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130441 members 
Mstep: Class 2 contains 242299 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 198Q: 3 clusters Score -4.667426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 242292 members 
Entering Unmasked Estep 
Score: -46674240.000000 Penalty: 6363.003418
	Iteration 199Q: 3 clusters Score -4.667424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130454 members 
Mstep: Class 2 contains 242286 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 200F: 3 clusters Score -4.667426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 242282 members 
Entering Unmasked Estep 
Score: -46674264.000000 Penalty: 6363.003418
	Iteration 201Q: 3 clusters Score -4.667426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 242281 members 
Entering Unmasked Estep 
Score: -46674304.000000 Penalty: 6363.003418
	Iteration 202Q: 3 clusters Score -4.66743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 242285 members 
Entering Unmasked Estep 
Score: -46674264.000000 Penalty: 6363.003418
	Iteration 203Q: 3 clusters Score -4.667426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130460 members 
Mstep: Class 2 contains 242280 members 
Entering Unmasked Estep 
Score: -46674288.000000 Penalty: 6363.003418
	Iteration 204Q: 3 clusters Score -4.667429e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 242273 members 
Entering Unmasked Estep 
Score: -46674280.000000 Penalty: 6363.003418
	Iteration 205Q: 3 clusters Score -4.667428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 242261 members 
Entering Unmasked Estep 
Score: -46674316.000000 Penalty: 6363.003418
	Iteration 206Q: 3 clusters Score -4.667432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 242244 members 
Entering Unmasked Estep 
Score: -46674328.000000 Penalty: 6363.003418
	Iteration 207Q: 3 clusters Score -4.667433e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -46674352.000000 Penalty: 6363.003418
	Iteration 208Q: 3 clusters Score -4.667435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130508 members 
Mstep: Class 2 contains 242232 members 
Entering Unmasked Estep 
Score: -46674356.000000 Penalty: 6363.003418
	Iteration 209Q: 3 clusters Score -4.667436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130502 members 
Mstep: Class 2 contains 242238 members 
Entering Unmasked Estep 
Score: -46674356.000000 Penalty: 6363.003418
	Iteration 210Q: 3 clusters Score -4.667436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -46674332.000000 Penalty: 6363.003418
	Iteration 211Q: 3 clusters Score -4.667433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 242243 members 
Entering Unmasked Estep 
Score: -46674332.000000 Penalty: 6363.003418
	Iteration 212Q: 3 clusters Score -4.667433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 242236 members 
Entering Unmasked Estep 
Score: -46674356.000000 Penalty: 6363.003418
	Iteration 213Q: 3 clusters Score -4.667436e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130516 members 
Mstep: Class 2 contains 242224 members 
Entering Unmasked Estep 
Score: -46674324.000000 Penalty: 6363.003418
	Iteration 214Q: 3 clusters Score -4.667432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 242213 members 
Entering Unmasked Estep 
Score: -46674292.000000 Penalty: 6363.003418
	Iteration 215Q: 3 clusters Score -4.667429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 242204 members 
Entering Unmasked Estep 
Score: -46674336.000000 Penalty: 6363.003418
	Iteration 216Q: 3 clusters Score -4.667434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130544 members 
Mstep: Class 2 contains 242196 members 
Entering Unmasked Estep 
Score: -46674348.000000 Penalty: 6363.003418
	Iteration 217Q: 3 clusters Score -4.667435e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 242189 members 
Entering Unmasked Estep 
Score: -46674300.000000 Penalty: 6363.003418
	Iteration 218Q: 3 clusters Score -4.66743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 242180 members 
Entering Unmasked Estep 
Score: -46674316.000000 Penalty: 6363.003418
	Iteration 219Q: 3 clusters Score -4.667432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Mstep: Class 2 contains 242173 members 
Entering Unmasked Estep 
Score: -46674296.000000 Penalty: 6363.003418
	Iteration 220F: 3 clusters Score -4.66743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 242170 members 
Entering Unmasked Estep 
Score: -46674304.000000 Penalty: 6363.003418
	Iteration 221Q: 3 clusters Score -4.66743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 242178 members 
Entering Unmasked Estep 
Score: -46674272.000000 Penalty: 6363.003418
	Iteration 222Q: 3 clusters Score -4.667427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 242185 members 
Entering Unmasked Estep 
Score: -46674272.000000 Penalty: 6363.003418
	Iteration 223Q: 3 clusters Score -4.667427e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 242177 members 
Entering Unmasked Estep 
Score: -46674284.000000 Penalty: 6363.003418
	Iteration 224Q: 3 clusters Score -4.667428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 242180 members 
Entering Unmasked Estep 
Score: -46674268.000000 Penalty: 6363.003418
	Iteration 225Q: 3 clusters Score -4.667427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130564 members 
Mstep: Class 2 contains 242176 members 
Entering Unmasked Estep 
Score: -46674316.000000 Penalty: 6363.003418
	Iteration 226Q: 3 clusters Score -4.667432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 242168 members 
Entering Unmasked Estep 
Score: -46674328.000000 Penalty: 6363.003418
	Iteration 227Q: 3 clusters Score -4.667433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130580 members 
Mstep: Class 2 contains 242160 members 
Entering Unmasked Estep 
Score: -46674304.000000 Penalty: 6363.003418
	Iteration 228Q: 3 clusters Score -4.66743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 242162 members 
Entering Unmasked Estep 
Score: -46674320.000000 Penalty: 6363.003418
	Iteration 229Q: 3 clusters Score -4.667432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130576 members 
Mstep: Class 2 contains 242164 members 
Entering Unmasked Estep 
Score: -46674324.000000 Penalty: 6363.003418
	Iteration 230Q: 3 clusters Score -4.667432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 242161 members 
Entering Unmasked Estep 
Score: -46674312.000000 Penalty: 6363.003418
	Iteration 231Q: 3 clusters Score -4.667431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 242159 members 
Entering Unmasked Estep 
Score: -46674316.000000 Penalty: 6363.003418
	Iteration 232Q: 3 clusters Score -4.667432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 242163 members 
Entering Unmasked Estep 
Score: -46674320.000000 Penalty: 6363.003418
	Iteration 233Q: 3 clusters Score -4.667432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 242165 members 
Entering Unmasked Estep 
Score: -46674308.000000 Penalty: 6363.003418
	Iteration 234Q: 3 clusters Score -4.667431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130580 members 
Mstep: Class 2 contains 242160 members 
Entering Unmasked Estep 
Score: -46674288.000000 Penalty: 6363.003418
	Iteration 235Q: 3 clusters Score -4.667429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 242155 members 
Entering Unmasked Estep 
Score: -46674304.000000 Penalty: 6363.003418
	Iteration 236Q: 3 clusters Score -4.66743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 242153 members 
Entering Unmasked Estep 
Score: -46674300.000000 Penalty: 6363.003418
	Iteration 237Q: 3 clusters Score -4.66743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -46674292.000000 Penalty: 6363.003418
	Iteration 238Q: 3 clusters Score -4.667429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 242150 members 
Entering Unmasked Estep 
Score: -46674292.000000 Penalty: 6363.003418
	Iteration 239Q: 3 clusters Score -4.667429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -46674296.000000 Penalty: 6363.003418
	Iteration 240F: 3 clusters Score -4.66743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130591 members 
Mstep: Class 2 contains 242149 members 
Entering Unmasked Estep 
Score: -46674284.000000 Penalty: 6363.003418
	Iteration 241Q: 3 clusters Score -4.667428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -46674276.000000 Penalty: 6363.003418
	Iteration 242Q: 3 clusters Score -4.667428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 242154 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 243Q: 3 clusters Score -4.667426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 242154 members 
Entering Unmasked Estep 
Score: -46674252.000000 Penalty: 6363.003418
	Iteration 244Q: 3 clusters Score -4.667425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 242152 members 
Entering Unmasked Estep 
Score: -46674256.000000 Penalty: 6363.003418
	Iteration 245Q: 3 clusters Score -4.667426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 242154 members 
Entering Unmasked Estep 
Score: -46674264.000000 Penalty: 6363.003418
	Iteration 246Q: 3 clusters Score -4.667426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 242152 members 
Entering Unmasked Estep 
Score: -46674264.000000 Penalty: 6363.003418
	Iteration 247Q: 3 clusters Score -4.667426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -46674248.000000 Penalty: 6363.003418
	Iteration 248Q: 3 clusters Score -4.667425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 242152 members 
Entering Unmasked Estep 
Score: -46674276.000000 Penalty: 6363.003418
	Iteration 249Q: 3 clusters Score -4.667428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 242153 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 250Q: 3 clusters Score -4.667426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 242153 members 
Entering Unmasked Estep 
Score: -46674260.000000 Penalty: 6363.003418
	Iteration 251F: 3 clusters Score -4.667426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -555568.437500 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -555568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -551370.375000 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -551370.4 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -552329.187500 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -552329.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -552606.937500 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -552606.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -552827.937500 Penalty: 4168.840332
	Iteration 3F: 3 clusters Score -552827.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -553010.687500 Penalty: 4168.840332
	Iteration 4F: 3 clusters Score -553010.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -553192.687500 Penalty: 4168.840332
	Iteration 5Q: 3 clusters Score -553192.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -553411.812500 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -553411.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -553754.062500 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -553754.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -554365.687500 Penalty: 4168.840332
	Iteration 8F: 3 clusters Score -554365.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -555196.625000 Penalty: 4168.840332
	Iteration 9F: 3 clusters Score -555196.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -555889.625000 Penalty: 4168.840332
	Iteration 10F: 3 clusters Score -555889.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -556146.437500 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -556146.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -556230.250000 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -556230.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -556273.875000 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -556273.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -556290.437500 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -556290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -556308.375000 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -556308.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -556321.437500 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -556321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -556328.000000 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -556328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -556338.187500 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -556338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -556351.250000 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -556351.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -556373.437500 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -556373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -556389.625000 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -556389.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -556393.062500 Penalty: 4168.840332
	Iteration 22Q: 3 clusters Score -556393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -556395.000000 Penalty: 4168.840332
	Iteration 23Q: 3 clusters Score -556395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -556397.812500 Penalty: 4168.840332
	Iteration 24Q: 3 clusters Score -556397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -556400.750000 Penalty: 4168.840332
	Iteration 25Q: 3 clusters Score -556400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -556402.437500 Penalty: 4168.840332
	Iteration 26Q: 3 clusters Score -556402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -556401.750000 Penalty: 4168.840332
	Iteration 27Q: 3 clusters Score -556401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -556401.750000 Penalty: 4168.840332
	Iteration 28F: 3 clusters Score -556401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 104564 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 2196 members 
Entering Unmasked Estep 
Score: -141826720.000000 Penalty: 103959.773438
Splitting cluster 18 changes total score from -141750720.000000 to -141826720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (104564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Entering Unmasked Estep 
Score: -12911717.000000 Penalty: 2866.273438
	Iteration 0F: 2 clusters Score -1.291172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -12842044.000000 Penalty: 5732.546875
	Iteration 0F: 3 clusters Score -1.284204e+07 nChanged 49519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -12870850.000000 Penalty: 5732.546875
	Iteration 1F: 3 clusters Score -1.287085e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -12872375.000000 Penalty: 5732.546875
	Iteration 2Q: 3 clusters Score -1.287238e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -12874646.000000 Penalty: 5732.546875
	Iteration 3Q: 3 clusters Score -1.287465e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -12878349.000000 Penalty: 5732.546875
	Iteration 4F: 3 clusters Score -1.287835e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -12883390.000000 Penalty: 5732.546875
	Iteration 5F: 3 clusters Score -1.288339e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -12888801.000000 Penalty: 5732.546875
	Iteration 6F: 3 clusters Score -1.28888e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -12893465.000000 Penalty: 5732.546875
	Iteration 7F: 3 clusters Score -1.289346e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -12897341.000000 Penalty: 5732.546875
	Iteration 8F: 3 clusters Score -1.289734e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -12900234.000000 Penalty: 5732.546875
	Iteration 9Q: 3 clusters Score -1.290023e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -12902267.000000 Penalty: 5732.546875
	Iteration 10Q: 3 clusters Score -1.290227e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -12903791.000000 Penalty: 5732.546875
	Iteration 11Q: 3 clusters Score -1.290379e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -12904971.000000 Penalty: 5732.546875
	Iteration 12Q: 3 clusters Score -1.290497e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -12905959.000000 Penalty: 5732.546875
	Iteration 13Q: 3 clusters Score -1.290596e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -12906818.000000 Penalty: 5732.546875
	Iteration 14Q: 3 clusters Score -1.290682e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -12907523.000000 Penalty: 5732.546875
	Iteration 15Q: 3 clusters Score -1.290752e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -12908070.000000 Penalty: 5732.546875
	Iteration 16Q: 3 clusters Score -1.290807e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -12908640.000000 Penalty: 5732.546875
	Iteration 17Q: 3 clusters Score -1.290864e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -12909174.000000 Penalty: 5732.546875
	Iteration 18Q: 3 clusters Score -1.290917e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -12909602.000000 Penalty: 5732.546875
	Iteration 19Q: 3 clusters Score -1.29096e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -12910006.000000 Penalty: 5732.546875
	Iteration 20F: 3 clusters Score -1.291001e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -12910384.000000 Penalty: 5732.546875
	Iteration 21Q: 3 clusters Score -1.291038e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -12910782.000000 Penalty: 5732.546875
	Iteration 22Q: 3 clusters Score -1.291078e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -12911082.000000 Penalty: 5732.546875
	Iteration 23Q: 3 clusters Score -1.291108e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -12911348.000000 Penalty: 5732.546875
	Iteration 24Q: 3 clusters Score -1.291135e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -12911572.000000 Penalty: 5732.546875
	Iteration 25Q: 3 clusters Score -1.291157e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -12911806.000000 Penalty: 5732.546875
	Iteration 26Q: 3 clusters Score -1.291181e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -12912009.000000 Penalty: 5732.546875
	Iteration 27Q: 3 clusters Score -1.291201e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -12912213.000000 Penalty: 5732.546875
	Iteration 28Q: 3 clusters Score -1.291221e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -12912381.000000 Penalty: 5732.546875
	Iteration 29Q: 3 clusters Score -1.291238e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -12912583.000000 Penalty: 5732.546875
	Iteration 30Q: 3 clusters Score -1.291258e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -12912808.000000 Penalty: 5732.546875
	Iteration 31Q: 3 clusters Score -1.291281e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -12912930.000000 Penalty: 5732.546875
	Iteration 32Q: 3 clusters Score -1.291293e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -12913040.000000 Penalty: 5732.546875
	Iteration 33Q: 3 clusters Score -1.291304e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -12913230.000000 Penalty: 5732.546875
	Iteration 34Q: 3 clusters Score -1.291323e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -12913418.000000 Penalty: 5732.546875
	Iteration 35Q: 3 clusters Score -1.291342e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -12913611.000000 Penalty: 5732.546875
	Iteration 36Q: 3 clusters Score -1.291361e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -12913715.000000 Penalty: 5732.546875
	Iteration 37Q: 3 clusters Score -1.291372e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -12913870.000000 Penalty: 5732.546875
	Iteration 38Q: 3 clusters Score -1.291387e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -12913938.000000 Penalty: 5732.546875
	Iteration 39Q: 3 clusters Score -1.291394e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -12913998.000000 Penalty: 5732.546875
	Iteration 40F: 3 clusters Score -1.2914e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -12914044.000000 Penalty: 5732.546875
	Iteration 41Q: 3 clusters Score -1.291404e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -12914175.000000 Penalty: 5732.546875
	Iteration 42Q: 3 clusters Score -1.291418e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -12914240.000000 Penalty: 5732.546875
	Iteration 43Q: 3 clusters Score -1.291424e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -12914315.000000 Penalty: 5732.546875
	Iteration 44Q: 3 clusters Score -1.291432e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -12914412.000000 Penalty: 5732.546875
	Iteration 45Q: 3 clusters Score -1.291441e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -12914518.000000 Penalty: 5732.546875
	Iteration 46Q: 3 clusters Score -1.291452e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -12914494.000000 Penalty: 5732.546875
	Iteration 47Q: 3 clusters Score -1.291449e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -12914526.000000 Penalty: 5732.546875
	Iteration 48Q: 3 clusters Score -1.291453e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -12914570.000000 Penalty: 5732.546875
	Iteration 49Q: 3 clusters Score -1.291457e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -12914614.000000 Penalty: 5732.546875
	Iteration 50Q: 3 clusters Score -1.291461e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -12914649.000000 Penalty: 5732.546875
	Iteration 51Q: 3 clusters Score -1.291465e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -12914652.000000 Penalty: 5732.546875
	Iteration 52Q: 3 clusters Score -1.291465e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -12914664.000000 Penalty: 5732.546875
	Iteration 53Q: 3 clusters Score -1.291466e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -12914699.000000 Penalty: 5732.546875
	Iteration 54Q: 3 clusters Score -1.29147e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -12914705.000000 Penalty: 5732.546875
	Iteration 55Q: 3 clusters Score -1.29147e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -12914718.000000 Penalty: 5732.546875
	Iteration 56Q: 3 clusters Score -1.291472e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -12914732.000000 Penalty: 5732.546875
	Iteration 57Q: 3 clusters Score -1.291473e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -12914776.000000 Penalty: 5732.546875
	Iteration 58Q: 3 clusters Score -1.291478e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -12914752.000000 Penalty: 5732.546875
	Iteration 59Q: 3 clusters Score -1.291475e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -12914745.000000 Penalty: 5732.546875
	Iteration 60F: 3 clusters Score -1.291474e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -12914744.000000 Penalty: 5732.546875
	Iteration 61Q: 3 clusters Score -1.291474e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -12914721.000000 Penalty: 5732.546875
	Iteration 62Q: 3 clusters Score -1.291472e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -12914764.000000 Penalty: 5732.546875
	Iteration 63Q: 3 clusters Score -1.291476e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -12914814.000000 Penalty: 5732.546875
	Iteration 64Q: 3 clusters Score -1.291481e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -12914824.000000 Penalty: 5732.546875
	Iteration 65Q: 3 clusters Score -1.291482e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -12914829.000000 Penalty: 5732.546875
	Iteration 66Q: 3 clusters Score -1.291483e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -12914853.000000 Penalty: 5732.546875
	Iteration 67Q: 3 clusters Score -1.291485e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -12914857.000000 Penalty: 5732.546875
	Iteration 68Q: 3 clusters Score -1.291486e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -12914846.000000 Penalty: 5732.546875
	Iteration 69Q: 3 clusters Score -1.291485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -12914845.000000 Penalty: 5732.546875
	Iteration 70Q: 3 clusters Score -1.291484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -12914823.000000 Penalty: 5732.546875
	Iteration 71Q: 3 clusters Score -1.291482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -12914804.000000 Penalty: 5732.546875
	Iteration 72Q: 3 clusters Score -1.29148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -12914813.000000 Penalty: 5732.546875
	Iteration 73Q: 3 clusters Score -1.291481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -12914808.000000 Penalty: 5732.546875
	Iteration 74Q: 3 clusters Score -1.291481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -12914826.000000 Penalty: 5732.546875
	Iteration 75Q: 3 clusters Score -1.291483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -12914816.000000 Penalty: 5732.546875
	Iteration 76Q: 3 clusters Score -1.291482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -12914826.000000 Penalty: 5732.546875
	Iteration 77Q: 3 clusters Score -1.291483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -12914818.000000 Penalty: 5732.546875
	Iteration 78Q: 3 clusters Score -1.291482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -12914800.000000 Penalty: 5732.546875
	Iteration 79Q: 3 clusters Score -1.29148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -12914790.000000 Penalty: 5732.546875
	Iteration 80F: 3 clusters Score -1.291479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -12914797.000000 Penalty: 5732.546875
	Iteration 81Q: 3 clusters Score -1.29148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -12914804.000000 Penalty: 5732.546875
	Iteration 82Q: 3 clusters Score -1.29148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -12914802.000000 Penalty: 5732.546875
	Iteration 83Q: 3 clusters Score -1.29148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -12914811.000000 Penalty: 5732.546875
	Iteration 84Q: 3 clusters Score -1.291481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -12914811.000000 Penalty: 5732.546875
	Iteration 85Q: 3 clusters Score -1.291481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -12914816.000000 Penalty: 5732.546875
	Iteration 86Q: 3 clusters Score -1.291482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -12914813.000000 Penalty: 5732.546875
	Iteration 87Q: 3 clusters Score -1.291481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -12914809.000000 Penalty: 5732.546875
	Iteration 88Q: 3 clusters Score -1.291481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -12914809.000000 Penalty: 5732.546875
	Iteration 89Q: 3 clusters Score -1.291481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -12914808.000000 Penalty: 5732.546875
	Iteration 90Q: 3 clusters Score -1.291481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -12914810.000000 Penalty: 5732.546875
	Iteration 91Q: 3 clusters Score -1.291481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -12914805.000000 Penalty: 5732.546875
	Iteration 92Q: 3 clusters Score -1.29148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -12914805.000000 Penalty: 5732.546875
	Iteration 93F: 3 clusters Score -1.29148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 28109 members 
Mstep: Class 20 contains 18789 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 76455 members 
Entering Unmasked Estep 
Score: -141829168.000000 Penalty: 107425.101562
Splitting cluster 19 changes total score from -141750720.000000 to -141829168.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (18789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Entering Unmasked Estep 
Score: -2249295.000000 Penalty: 2440.574707
	Iteration 0F: 2 clusters Score -2249295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2236078.500000 Penalty: 4881.149414
	Iteration 0F: 3 clusters Score -2236078 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2240961.750000 Penalty: 4881.149414
	Iteration 1F: 3 clusters Score -2240962 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2242315.000000 Penalty: 4881.149414
	Iteration 2F: 3 clusters Score -2242315 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2243891.750000 Penalty: 4881.149414
	Iteration 3F: 3 clusters Score -2243892 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2245307.500000 Penalty: 4881.149414
	Iteration 4F: 3 clusters Score -2245308 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2246465.250000 Penalty: 4881.149414
	Iteration 5F: 3 clusters Score -2246465 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2247170.250000 Penalty: 4881.149414
	Iteration 6F: 3 clusters Score -2247170 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2247603.000000 Penalty: 4881.149414
	Iteration 7Q: 3 clusters Score -2247603 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2247920.250000 Penalty: 4881.149414
	Iteration 8Q: 3 clusters Score -2247920 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2248161.000000 Penalty: 4881.149414
	Iteration 9Q: 3 clusters Score -2248161 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2248405.250000 Penalty: 4881.149414
	Iteration 10Q: 3 clusters Score -2248405 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2248608.750000 Penalty: 4881.149414
	Iteration 11Q: 3 clusters Score -2248609 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2248794.500000 Penalty: 4881.149414
	Iteration 12Q: 3 clusters Score -2248794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2248930.500000 Penalty: 4881.149414
	Iteration 13Q: 3 clusters Score -2248930 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2249045.000000 Penalty: 4881.149414
	Iteration 14Q: 3 clusters Score -2249045 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2249131.750000 Penalty: 4881.149414
	Iteration 15Q: 3 clusters Score -2249132 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2249205.500000 Penalty: 4881.149414
	Iteration 16Q: 3 clusters Score -2249206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2249257.500000 Penalty: 4881.149414
	Iteration 17Q: 3 clusters Score -2249258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2249322.500000 Penalty: 4881.149414
	Iteration 18Q: 3 clusters Score -2249322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2249362.750000 Penalty: 4881.149414
	Iteration 19Q: 3 clusters Score -2249363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2249395.500000 Penalty: 4881.149414
	Iteration 20F: 3 clusters Score -2249396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2249431.500000 Penalty: 4881.149414
	Iteration 21Q: 3 clusters Score -2249432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2249448.250000 Penalty: 4881.149414
	Iteration 22Q: 3 clusters Score -2249448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2249479.250000 Penalty: 4881.149414
	Iteration 23Q: 3 clusters Score -2249479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2249503.250000 Penalty: 4881.149414
	Iteration 24Q: 3 clusters Score -2249503 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2249535.000000 Penalty: 4881.149414
	Iteration 25Q: 3 clusters Score -2249535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2249550.250000 Penalty: 4881.149414
	Iteration 26Q: 3 clusters Score -2249550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2249566.250000 Penalty: 4881.149414
	Iteration 27Q: 3 clusters Score -2249566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2249582.250000 Penalty: 4881.149414
	Iteration 28Q: 3 clusters Score -2249582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2249601.750000 Penalty: 4881.149414
	Iteration 29Q: 3 clusters Score -2249602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2249618.250000 Penalty: 4881.149414
	Iteration 30Q: 3 clusters Score -2249618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2249628.250000 Penalty: 4881.149414
	Iteration 31Q: 3 clusters Score -2249628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2249645.250000 Penalty: 4881.149414
	Iteration 32Q: 3 clusters Score -2249645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2249670.750000 Penalty: 4881.149414
	Iteration 33Q: 3 clusters Score -2249671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2249677.750000 Penalty: 4881.149414
	Iteration 34Q: 3 clusters Score -2249678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2249692.750000 Penalty: 4881.149414
	Iteration 35Q: 3 clusters Score -2249693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2249696.500000 Penalty: 4881.149414
	Iteration 36Q: 3 clusters Score -2249696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2249698.000000 Penalty: 4881.149414
	Iteration 37Q: 3 clusters Score -2249698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2249709.750000 Penalty: 4881.149414
	Iteration 38Q: 3 clusters Score -2249710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2249716.750000 Penalty: 4881.149414
	Iteration 39Q: 3 clusters Score -2249717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2249723.000000 Penalty: 4881.149414
	Iteration 40F: 3 clusters Score -2249723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2249729.500000 Penalty: 4881.149414
	Iteration 41Q: 3 clusters Score -2249730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2249733.250000 Penalty: 4881.149414
	Iteration 42Q: 3 clusters Score -2249733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2249743.000000 Penalty: 4881.149414
	Iteration 43Q: 3 clusters Score -2249743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2249746.750000 Penalty: 4881.149414
	Iteration 44Q: 3 clusters Score -2249747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2249757.750000 Penalty: 4881.149414
	Iteration 45Q: 3 clusters Score -2249758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2249768.000000 Penalty: 4881.149414
	Iteration 46Q: 3 clusters Score -2249768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2249776.750000 Penalty: 4881.149414
	Iteration 47Q: 3 clusters Score -2249777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2249776.750000 Penalty: 4881.149414
	Iteration 48Q: 3 clusters Score -2249777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2249779.250000 Penalty: 4881.149414
	Iteration 49Q: 3 clusters Score -2249779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2249781.500000 Penalty: 4881.149414
	Iteration 50Q: 3 clusters Score -2249782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2249781.500000 Penalty: 4881.149414
	Iteration 51Q: 3 clusters Score -2249782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2249782.750000 Penalty: 4881.149414
	Iteration 52Q: 3 clusters Score -2249783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2249786.500000 Penalty: 4881.149414
	Iteration 53Q: 3 clusters Score -2249786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2249793.500000 Penalty: 4881.149414
	Iteration 54Q: 3 clusters Score -2249794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2249794.000000 Penalty: 4881.149414
	Iteration 55Q: 3 clusters Score -2249794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2249794.500000 Penalty: 4881.149414
	Iteration 56Q: 3 clusters Score -2249794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2249791.750000 Penalty: 4881.149414
	Iteration 57Q: 3 clusters Score -2249792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2249798.500000 Penalty: 4881.149414
	Iteration 58Q: 3 clusters Score -2249798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2249802.750000 Penalty: 4881.149414
	Iteration 59Q: 3 clusters Score -2249803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2249809.250000 Penalty: 4881.149414
	Iteration 60F: 3 clusters Score -2249809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2249801.750000 Penalty: 4881.149414
	Iteration 61Q: 3 clusters Score -2249802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2249804.500000 Penalty: 4881.149414
	Iteration 62Q: 3 clusters Score -2249804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2249803.500000 Penalty: 4881.149414
	Iteration 63Q: 3 clusters Score -2249804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2249801.500000 Penalty: 4881.149414
	Iteration 64Q: 3 clusters Score -2249802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2249799.750000 Penalty: 4881.149414
	Iteration 65Q: 3 clusters Score -2249800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2249800.500000 Penalty: 4881.149414
	Iteration 66Q: 3 clusters Score -2249800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2249803.250000 Penalty: 4881.149414
	Iteration 67Q: 3 clusters Score -2249803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2249807.750000 Penalty: 4881.149414
	Iteration 68Q: 3 clusters Score -2249808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2249803.000000 Penalty: 4881.149414
	Iteration 69Q: 3 clusters Score -2249803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2249803.500000 Penalty: 4881.149414
	Iteration 70Q: 3 clusters Score -2249804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2249804.000000 Penalty: 4881.149414
	Iteration 71Q: 3 clusters Score -2249804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2249802.750000 Penalty: 4881.149414
	Iteration 72Q: 3 clusters Score -2249803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2249802.750000 Penalty: 4881.149414
	Iteration 73Q: 3 clusters Score -2249803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2249803.250000 Penalty: 4881.149414
	Iteration 74Q: 3 clusters Score -2249803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2249804.750000 Penalty: 4881.149414
	Iteration 75Q: 3 clusters Score -2249805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2249807.750000 Penalty: 4881.149414
	Iteration 76Q: 3 clusters Score -2249808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2249808.500000 Penalty: 4881.149414
	Iteration 77Q: 3 clusters Score -2249808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2249808.500000 Penalty: 4881.149414
	Iteration 78F: 3 clusters Score -2249808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 7284 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 28109 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 101645 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 7251 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 2858 members 
Mstep: Class 28 contains 13308 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 76455 members 
Mstep: Class 32 contains 15029 members 
Entering Unmasked Estep 
Score: -141829056.000000 Penalty: 110890.429688
Splitting cluster 20 changes total score from -141750720.000000 to -141829056.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 21358 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 195942 members 
Mstep: Class 10 contains 16898 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 372740 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 28109 members 
Mstep: Class 20 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141852592.000000 Penalty: 110890.429688
Iteration 39Q: 33 clusters Score -1.418526e+08 nChanged 35217
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 21214 members 
Mstep: Class 3 contains 19218 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 65713 members 
Mstep: Class 9 contains 195383 members 
Mstep: Class 10 contains 17847 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 62664 members 
Mstep: Class 14 contains 16787 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 375511 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 28797 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 14827 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 96108 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 7215 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 2885 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 1120 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 73185 members 
Mstep: Class 32 contains 14303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141868880.000000 Penalty: 110890.429688
Iteration 40F: 33 clusters Score -1.418689e+08 nChanged 27709
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 20138 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 17173 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 54121 members 
Mstep: Class 8 contains 67664 members 
Mstep: Class 9 contains 193542 members 
Mstep: Class 10 contains 18561 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 7264 members 
Mstep: Class 13 contains 61431 members 
Mstep: Class 14 contains 17557 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 372643 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 29238 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 14787 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 96417 members 
Mstep: Class 24 contains 4473 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 2942 members 
Mstep: Class 28 contains 12958 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 2180 members 
Mstep: Class 31 contains 73876 members 
Mstep: Class 32 contains 14271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141878336.000000 Penalty: 110890.429688
Iteration 41Q: 33 clusters Score -1.418783e+08 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 19458 members 
Mstep: Class 3 contains 19627 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 17467 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 54247 members 
Mstep: Class 8 contains 69154 members 
Mstep: Class 9 contains 191865 members 
Mstep: Class 10 contains 19184 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 7354 members 
Mstep: Class 13 contains 60626 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 370963 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 29687 members 
Mstep: Class 20 contains 3515 members 
Mstep: Class 21 contains 14760 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 96235 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 8162 members 
Mstep: Class 26 contains 2411 members 
Mstep: Class 27 contains 2989 members 
Mstep: Class 28 contains 13045 members 
Mstep: Class 29 contains 1128 members 
Mstep: Class 30 contains 2180 members 
Mstep: Class 31 contains 73917 members 
Mstep: Class 32 contains 14182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141882832.000000 Penalty: 110890.429688
Iteration 42Q: 33 clusters Score -1.418828e+08 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 19782 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 17802 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 54397 members 
Mstep: Class 8 contains 70274 members 
Mstep: Class 9 contains 190330 members 
Mstep: Class 10 contains 19814 members 
Mstep: Class 11 contains 5794 members 
Mstep: Class 12 contains 7400 members 
Mstep: Class 13 contains 59970 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 6122 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 369754 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 30094 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 14746 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 96072 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 8407 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 3014 members 
Mstep: Class 28 contains 13133 members 
Mstep: Class 29 contains 1132 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 73673 members 
Mstep: Class 32 contains 14116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141884848.000000 Penalty: 110890.429688
Iteration 43Q: 33 clusters Score -1.418848e+08 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 19903 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 18160 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 54549 members 
Mstep: Class 8 contains 71112 members 
Mstep: Class 9 contains 188969 members 
Mstep: Class 10 contains 20318 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 7417 members 
Mstep: Class 13 contains 59475 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 368846 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 30455 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 14750 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 95871 members 
Mstep: Class 24 contains 4896 members 
Mstep: Class 25 contains 8621 members 
Mstep: Class 26 contains 2664 members 
Mstep: Class 27 contains 3030 members 
Mstep: Class 28 contains 13231 members 
Mstep: Class 29 contains 1138 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 73228 members 
Mstep: Class 32 contains 14041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141887328.000000 Penalty: 110890.429688
Iteration 44Q: 33 clusters Score -1.418873e+08 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 18188 members 
Mstep: Class 3 contains 20008 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 18530 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 54711 members 
Mstep: Class 8 contains 71818 members 
Mstep: Class 9 contains 187858 members 
Mstep: Class 10 contains 20790 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 7418 members 
Mstep: Class 13 contains 59058 members 
Mstep: Class 14 contains 17961 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 367996 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 30767 members 
Mstep: Class 20 contains 3516 members 
Mstep: Class 21 contains 14744 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 95706 members 
Mstep: Class 24 contains 5043 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 2768 members 
Mstep: Class 27 contains 3042 members 
Mstep: Class 28 contains 13330 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 72695 members 
Mstep: Class 32 contains 13965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141889552.000000 Penalty: 110890.429688
Iteration 45Q: 33 clusters Score -1.418896e+08 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 17900 members 
Mstep: Class 3 contains 20041 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 5 contains 18910 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 7 contains 54910 members 
Mstep: Class 8 contains 72377 members 
Mstep: Class 9 contains 186854 members 
Mstep: Class 10 contains 21239 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 7398 members 
Mstep: Class 13 contains 58714 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 6135 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 367217 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 31027 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 14748 members 
Mstep: Class 22 contains 2049 members 
Mstep: Class 23 contains 95630 members 
Mstep: Class 24 contains 5180 members 
Mstep: Class 25 contains 9011 members 
Mstep: Class 26 contains 2864 members 
Mstep: Class 27 contains 3053 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 72155 members 
Mstep: Class 32 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141891200.000000 Penalty: 110890.429688
Iteration 46Q: 33 clusters Score -1.418912e+08 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 17645 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 19359 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 72864 members 
Mstep: Class 9 contains 185923 members 
Mstep: Class 10 contains 21652 members 
Mstep: Class 11 contains 8615 members 
Mstep: Class 12 contains 7380 members 
Mstep: Class 13 contains 58414 members 
Mstep: Class 14 contains 17937 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 366573 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 31238 members 
Mstep: Class 20 contains 3584 members 
Mstep: Class 21 contains 14745 members 
Mstep: Class 22 contains 2065 members 
Mstep: Class 23 contains 95497 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 9202 members 
Mstep: Class 26 contains 2955 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 13496 members 
Mstep: Class 29 contains 1157 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 71536 members 
Mstep: Class 32 contains 13787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141893152.000000 Penalty: 110890.429688
Iteration 47Q: 33 clusters Score -1.418932e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 17440 members 
Mstep: Class 3 contains 20134 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 19843 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 55242 members 
Mstep: Class 8 contains 73244 members 
Mstep: Class 9 contains 185044 members 
Mstep: Class 10 contains 22018 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 7361 members 
Mstep: Class 13 contains 58122 members 
Mstep: Class 14 contains 17933 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 366131 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 31404 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 14753 members 
Mstep: Class 22 contains 2080 members 
Mstep: Class 23 contains 95395 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 9388 members 
Mstep: Class 26 contains 3043 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 13583 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 70855 members 
Mstep: Class 32 contains 13705 members 
Entering Unmasked Estep 
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Score: -141893840.000000 Penalty: 110890.429688
Iteration 48Q: 33 clusters Score -1.418938e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 17222 members 
Mstep: Class 3 contains 20220 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 20379 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 55327 members 
Mstep: Class 8 contains 73593 members 
Mstep: Class 9 contains 184180 members 
Mstep: Class 10 contains 22394 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 57879 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 6144 members 
Mstep: Class 16 contains 413 members 
Mstep: Class 17 contains 365664 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 31548 members 
Mstep: Class 20 contains 3667 members 
Mstep: Class 21 contains 14765 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 95402 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 3112 members 
Mstep: Class 27 contains 3066 members 
Mstep: Class 28 contains 13656 members 
Mstep: Class 29 contains 1159 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 70197 members 
Mstep: Class 32 contains 13598 members 
Entering Unmasked Estep 
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Score: -141895424.000000 Penalty: 110890.429688
Iteration 49Q: 33 clusters Score -1.418954e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 17005 members 
Mstep: Class 3 contains 20263 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 20984 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 55368 members 
Mstep: Class 8 contains 73913 members 
Mstep: Class 9 contains 183392 members 
Mstep: Class 10 contains 22726 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 7315 members 
Mstep: Class 13 contains 57672 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 6147 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 365243 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 31707 members 
Mstep: Class 20 contains 3704 members 
Mstep: Class 21 contains 14771 members 
Mstep: Class 22 contains 2084 members 
Mstep: Class 23 contains 95425 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 9741 members 
Mstep: Class 26 contains 3178 members 
Mstep: Class 27 contains 3071 members 
Mstep: Class 28 contains 13723 members 
Mstep: Class 29 contains 1162 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 69553 members 
Mstep: Class 32 contains 13479 members 
Entering Unmasked Estep 
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Iteration 50Q: 33 clusters Score -1.418963e+08 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 16811 members 
Mstep: Class 3 contains 20312 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 21684 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 55404 members 
Mstep: Class 8 contains 74242 members 
Mstep: Class 9 contains 182602 members 
Mstep: Class 10 contains 22998 members 
Mstep: Class 11 contains 10201 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 57521 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 6137 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 364858 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 31856 members 
Mstep: Class 20 contains 3762 members 
Mstep: Class 21 contains 14784 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 95494 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 9915 members 
Mstep: Class 26 contains 3238 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 13787 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 68851 members 
Mstep: Class 32 contains 13331 members 
Entering Unmasked Estep 
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Score: -141897152.000000 Penalty: 110890.429688
Iteration 51Q: 33 clusters Score -1.418972e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 16603 members 
Mstep: Class 3 contains 20369 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 22441 members 
Mstep: Class 6 contains 984 members 
Mstep: Class 7 contains 55435 members 
Mstep: Class 8 contains 74547 members 
Mstep: Class 9 contains 181881 members 
Mstep: Class 10 contains 23234 members 
Mstep: Class 11 contains 10453 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 57419 members 
Mstep: Class 14 contains 17900 members 
Mstep: Class 15 contains 6132 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 364427 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 31971 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 14796 members 
Mstep: Class 22 contains 2084 members 
Mstep: Class 23 contains 95600 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 10082 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 13845 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2173 members 
Mstep: Class 31 contains 68150 members 
Mstep: Class 32 contains 13150 members 
Entering Unmasked Estep 
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Iteration 52Q: 33 clusters Score -1.418982e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 16406 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 23282 members 
Mstep: Class 6 contains 982 members 
Mstep: Class 7 contains 55467 members 
Mstep: Class 8 contains 74836 members 
Mstep: Class 9 contains 181193 members 
Mstep: Class 10 contains 23462 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 57314 members 
Mstep: Class 14 contains 17891 members 
Mstep: Class 15 contains 6125 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 363983 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32061 members 
Mstep: Class 20 contains 3904 members 
Mstep: Class 21 contains 14814 members 
Mstep: Class 22 contains 2087 members 
Mstep: Class 23 contains 95680 members 
Mstep: Class 24 contains 5945 members 
Mstep: Class 25 contains 10225 members 
Mstep: Class 26 contains 3338 members 
Mstep: Class 27 contains 3075 members 
Mstep: Class 28 contains 13912 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 67447 members 
Mstep: Class 32 contains 12956 members 
Entering Unmasked Estep 
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Iteration 53Q: 33 clusters Score -1.418994e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 16222 members 
Mstep: Class 3 contains 20456 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 24202 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55487 members 
Mstep: Class 8 contains 75077 members 
Mstep: Class 9 contains 180513 members 
Mstep: Class 10 contains 23690 members 
Mstep: Class 11 contains 10912 members 
Mstep: Class 12 contains 7297 members 
Mstep: Class 13 contains 57230 members 
Mstep: Class 14 contains 17884 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 363506 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32172 members 
Mstep: Class 20 contains 3992 members 
Mstep: Class 21 contains 14830 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 95772 members 
Mstep: Class 24 contains 6020 members 
Mstep: Class 25 contains 10375 members 
Mstep: Class 26 contains 3379 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 13984 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 66745 members 
Mstep: Class 32 contains 12747 members 
Entering Unmasked Estep 
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Score: -141900064.000000 Penalty: 110890.429688
Iteration 54Q: 33 clusters Score -1.419001e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 16081 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 25162 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55473 members 
Mstep: Class 8 contains 75302 members 
Mstep: Class 9 contains 179837 members 
Mstep: Class 10 contains 23900 members 
Mstep: Class 11 contains 11076 members 
Mstep: Class 12 contains 7308 members 
Mstep: Class 13 contains 57170 members 
Mstep: Class 14 contains 17880 members 
Mstep: Class 15 contains 6106 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 363000 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32277 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 14836 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 95887 members 
Mstep: Class 24 contains 6085 members 
Mstep: Class 25 contains 10529 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 14043 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 66114 members 
Mstep: Class 32 contains 12512 members 
Entering Unmasked Estep 
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Iteration 55Q: 33 clusters Score -1.419011e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 15939 members 
Mstep: Class 3 contains 20497 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 26130 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55493 members 
Mstep: Class 8 contains 75484 members 
Mstep: Class 9 contains 179158 members 
Mstep: Class 10 contains 24101 members 
Mstep: Class 11 contains 11210 members 
Mstep: Class 12 contains 7323 members 
Mstep: Class 13 contains 57123 members 
Mstep: Class 14 contains 17875 members 
Mstep: Class 15 contains 6100 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 362521 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 32379 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 14842 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96015 members 
Mstep: Class 24 contains 6154 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 3457 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14094 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 65479 members 
Mstep: Class 32 contains 12277 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.419027e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 15782 members 
Mstep: Class 3 contains 20537 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 27135 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55490 members 
Mstep: Class 8 contains 75646 members 
Mstep: Class 9 contains 178523 members 
Mstep: Class 10 contains 24298 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 57063 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 362113 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 32466 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 14856 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96109 members 
Mstep: Class 24 contains 6218 members 
Mstep: Class 25 contains 10796 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14147 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 64849 members 
Mstep: Class 32 contains 12026 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.419037e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 15654 members 
Mstep: Class 3 contains 20588 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 28134 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55487 members 
Mstep: Class 8 contains 75791 members 
Mstep: Class 9 contains 177852 members 
Mstep: Class 10 contains 24458 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 57023 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 361658 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 32569 members 
Mstep: Class 20 contains 4456 members 
Mstep: Class 21 contains 14863 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96175 members 
Mstep: Class 24 contains 6276 members 
Mstep: Class 25 contains 10915 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 64320 members 
Mstep: Class 32 contains 11768 members 
Entering Unmasked Estep 
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Iteration 58Q: 33 clusters Score -1.419041e+08 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 15508 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 29108 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55462 members 
Mstep: Class 8 contains 75940 members 
Mstep: Class 9 contains 177261 members 
Mstep: Class 10 contains 24591 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 7390 members 
Mstep: Class 13 contains 56975 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 361222 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32663 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 14872 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96230 members 
Mstep: Class 24 contains 6328 members 
Mstep: Class 25 contains 11023 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14304 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 63789 members 
Mstep: Class 32 contains 11541 members 
Entering Unmasked Estep 
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Iteration 59Q: 33 clusters Score -1.419054e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 29983 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 7 contains 55438 members 
Mstep: Class 8 contains 76094 members 
Mstep: Class 9 contains 176769 members 
Mstep: Class 10 contains 24709 members 
Mstep: Class 11 contains 11574 members 
Mstep: Class 12 contains 7411 members 
Mstep: Class 13 contains 56935 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 360746 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32737 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 14890 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96240 members 
Mstep: Class 24 contains 6363 members 
Mstep: Class 25 contains 11124 members 
Mstep: Class 26 contains 3550 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14373 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 63364 members 
Mstep: Class 32 contains 11331 members 
Entering Unmasked Estep 
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Score: -141906544.000000 Penalty: 110890.429688
Iteration 60F: 33 clusters Score -1.419065e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 15304 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 30850 members 
Mstep: Class 6 contains 1000 members 
Mstep: Class 7 contains 55404 members 
Mstep: Class 8 contains 76193 members 
Mstep: Class 9 contains 176277 members 
Mstep: Class 10 contains 24809 members 
Mstep: Class 11 contains 11653 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 56899 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 360315 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32839 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 14905 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 96215 members 
Mstep: Class 24 contains 6407 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 14442 members 
Mstep: Class 29 contains 1167 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 62932 members 
Mstep: Class 32 contains 11157 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -1.419078e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 15242 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 31658 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 55374 members 
Mstep: Class 8 contains 76259 members 
Mstep: Class 9 contains 175808 members 
Mstep: Class 10 contains 24913 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 56855 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 15 contains 6064 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 359959 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32940 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 14914 members 
Mstep: Class 22 contains 2090 members 
Mstep: Class 23 contains 96172 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 11294 members 
Mstep: Class 26 contains 3595 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 14511 members 
Mstep: Class 29 contains 1175 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 62556 members 
Mstep: Class 32 contains 11002 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -1.419085e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 15179 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 32458 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55343 members 
Mstep: Class 8 contains 76341 members 
Mstep: Class 9 contains 175317 members 
Mstep: Class 10 contains 24995 members 
Mstep: Class 11 contains 11775 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 56845 members 
Mstep: Class 14 contains 17866 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 359683 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33000 members 
Mstep: Class 20 contains 4782 members 
Mstep: Class 21 contains 14910 members 
Mstep: Class 22 contains 2093 members 
Mstep: Class 23 contains 96110 members 
Mstep: Class 24 contains 6478 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 3626 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 14584 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 62209 members 
Mstep: Class 32 contains 10861 members 
Entering Unmasked Estep 
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Iteration 63Q: 33 clusters Score -1.419096e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 20876 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55305 members 
Mstep: Class 8 contains 76413 members 
Mstep: Class 9 contains 174861 members 
Mstep: Class 10 contains 25058 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 7445 members 
Mstep: Class 13 contains 56851 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 359391 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33049 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 14915 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 96032 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 11460 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14654 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 61966 members 
Mstep: Class 32 contains 10741 members 
Entering Unmasked Estep 
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Iteration 64Q: 33 clusters Score -1.419107e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 15065 members 
Mstep: Class 3 contains 20909 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55260 members 
Mstep: Class 8 contains 76470 members 
Mstep: Class 9 contains 174392 members 
Mstep: Class 10 contains 25123 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 56865 members 
Mstep: Class 14 contains 17855 members 
Mstep: Class 15 contains 6023 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 359139 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 14920 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95953 members 
Mstep: Class 24 contains 6544 members 
Mstep: Class 25 contains 11563 members 
Mstep: Class 26 contains 3656 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14713 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61778 members 
Mstep: Class 32 contains 10630 members 
Entering Unmasked Estep 
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Iteration 65Q: 33 clusters Score -1.419112e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 20957 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 34516 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55230 members 
Mstep: Class 8 contains 76516 members 
Mstep: Class 9 contains 173940 members 
Mstep: Class 10 contains 25197 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 56889 members 
Mstep: Class 14 contains 17856 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 358912 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 14923 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95845 members 
Mstep: Class 24 contains 6584 members 
Mstep: Class 25 contains 11663 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14761 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61605 members 
Mstep: Class 32 contains 10510 members 
Entering Unmasked Estep 
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Iteration 66Q: 33 clusters Score -1.419115e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 14971 members 
Mstep: Class 3 contains 21009 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 35130 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55200 members 
Mstep: Class 8 contains 76561 members 
Mstep: Class 9 contains 173522 members 
Mstep: Class 10 contains 25286 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 7468 members 
Mstep: Class 13 contains 56921 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 358722 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 4918 members 
Mstep: Class 21 contains 14929 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95741 members 
Mstep: Class 24 contains 6614 members 
Mstep: Class 25 contains 11767 members 
Mstep: Class 26 contains 3686 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14806 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61406 members 
Mstep: Class 32 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911760.000000 Penalty: 110890.429688
Iteration 67Q: 33 clusters Score -1.419118e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 21052 members 
Mstep: Class 4 contains 1662 members 
Mstep: Class 5 contains 35705 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55170 members 
Mstep: Class 8 contains 76608 members 
Mstep: Class 9 contains 173122 members 
Mstep: Class 10 contains 25379 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 56938 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 5994 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358540 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 33043 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95585 members 
Mstep: Class 24 contains 6639 members 
Mstep: Class 25 contains 11870 members 
Mstep: Class 26 contains 3699 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14851 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61263 members 
Mstep: Class 32 contains 10304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911808.000000 Penalty: 110890.429688
Iteration 68Q: 33 clusters Score -1.419118e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 21093 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 36183 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55145 members 
Mstep: Class 8 contains 76661 members 
Mstep: Class 9 contains 172683 members 
Mstep: Class 10 contains 25426 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 7480 members 
Mstep: Class 13 contains 56988 members 
Mstep: Class 14 contains 17853 members 
Mstep: Class 15 contains 5987 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358449 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32994 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 14967 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95422 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 11975 members 
Mstep: Class 26 contains 3715 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14891 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61179 members 
Mstep: Class 32 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141912464.000000 Penalty: 110890.429688
Iteration 69Q: 33 clusters Score -1.419125e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 21116 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 36631 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55116 members 
Mstep: Class 8 contains 76714 members 
Mstep: Class 9 contains 172285 members 
Mstep: Class 10 contains 25486 members 
Mstep: Class 11 contains 11982 members 
Mstep: Class 12 contains 7493 members 
Mstep: Class 13 contains 57039 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 5979 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358365 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32952 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95273 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 3730 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14925 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61086 members 
Mstep: Class 32 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141913104.000000 Penalty: 110890.429688
Iteration 70Q: 33 clusters Score -1.419131e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 37045 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55090 members 
Mstep: Class 8 contains 76767 members 
Mstep: Class 9 contains 171925 members 
Mstep: Class 10 contains 25521 members 
Mstep: Class 11 contains 12013 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 57078 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 5970 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358331 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32908 members 
Mstep: Class 20 contains 5060 members 
Mstep: Class 21 contains 14982 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 95110 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 12151 members 
Mstep: Class 26 contains 3750 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 14968 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 60991 members 
Mstep: Class 32 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141913312.000000 Penalty: 110890.429688
Iteration 71Q: 33 clusters Score -1.419133e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 21150 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 37396 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55059 members 
Mstep: Class 8 contains 76813 members 
Mstep: Class 9 contains 171580 members 
Mstep: Class 10 contains 25531 members 
Mstep: Class 11 contains 12036 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 57127 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358289 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32873 members 
Mstep: Class 20 contains 5087 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 94958 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 12238 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 15002 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 60962 members 
Mstep: Class 32 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141913664.000000 Penalty: 110890.429688
Iteration 72Q: 33 clusters Score -1.419137e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 3 contains 21166 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 37719 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55041 members 
Mstep: Class 8 contains 76839 members 
Mstep: Class 9 contains 171237 members 
Mstep: Class 10 contains 25563 members 
Mstep: Class 11 contains 12063 members 
Mstep: Class 12 contains 7519 members 
Mstep: Class 13 contains 57199 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 5961 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358297 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32838 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 14995 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 94761 members 
Mstep: Class 24 contains 6713 members 
Mstep: Class 25 contains 12332 members 
Mstep: Class 26 contains 3805 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 15025 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 60934 members 
Mstep: Class 32 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914064.000000 Penalty: 110890.429688
Iteration 73Q: 33 clusters Score -1.419141e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 21167 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 37951 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55019 members 
Mstep: Class 8 contains 76859 members 
Mstep: Class 9 contains 170891 members 
Mstep: Class 10 contains 25593 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 7527 members 
Mstep: Class 13 contains 57247 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 5955 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 17 contains 358383 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32803 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 15011 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 94577 members 
Mstep: Class 24 contains 6727 members 
Mstep: Class 25 contains 12401 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 3079 members 
Mstep: Class 28 contains 15060 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 60963 members 
Mstep: Class 32 contains 9875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914080.000000 Penalty: 110890.429688
Iteration 74Q: 33 clusters Score -1.419141e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 14717 members 
Mstep: Class 3 contains 21169 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 55003 members 
Mstep: Class 8 contains 76889 members 
Mstep: Class 9 contains 170576 members 
Mstep: Class 10 contains 25602 members 
Mstep: Class 11 contains 12100 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 57299 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 5948 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358439 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32769 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 15023 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 94404 members 
Mstep: Class 24 contains 6745 members 
Mstep: Class 25 contains 12477 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 3080 members 
Mstep: Class 28 contains 15084 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61030 members 
Mstep: Class 32 contains 9824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914560.000000 Penalty: 110890.429688
Iteration 75Q: 33 clusters Score -1.419146e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 38266 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 54984 members 
Mstep: Class 8 contains 76900 members 
Mstep: Class 9 contains 170267 members 
Mstep: Class 10 contains 25628 members 
Mstep: Class 11 contains 12112 members 
Mstep: Class 12 contains 7558 members 
Mstep: Class 13 contains 57358 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358543 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 5168 members 
Mstep: Class 21 contains 15027 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 94186 members 
Mstep: Class 24 contains 6766 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15101 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61106 members 
Mstep: Class 32 contains 9794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914576.000000 Penalty: 110890.429688
Iteration 76Q: 33 clusters Score -1.419146e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 38379 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 54969 members 
Mstep: Class 8 contains 76914 members 
Mstep: Class 9 contains 170015 members 
Mstep: Class 10 contains 25649 members 
Mstep: Class 11 contains 12128 members 
Mstep: Class 12 contains 7566 members 
Mstep: Class 13 contains 57411 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 5944 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358617 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32686 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 15031 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93986 members 
Mstep: Class 24 contains 6793 members 
Mstep: Class 25 contains 12620 members 
Mstep: Class 26 contains 3892 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15115 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61196 members 
Mstep: Class 32 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914496.000000 Penalty: 110890.429688
Iteration 77Q: 33 clusters Score -1.419145e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 14595 members 
Mstep: Class 3 contains 21237 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 38492 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 54955 members 
Mstep: Class 8 contains 76944 members 
Mstep: Class 9 contains 169781 members 
Mstep: Class 10 contains 25684 members 
Mstep: Class 11 contains 12142 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 57459 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 15 contains 5943 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358730 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32649 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 15034 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93786 members 
Mstep: Class 24 contains 6811 members 
Mstep: Class 25 contains 12678 members 
Mstep: Class 26 contains 3906 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15128 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61246 members 
Mstep: Class 32 contains 9750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914832.000000 Penalty: 110890.429688
Iteration 78Q: 33 clusters Score -1.419148e+08 nChanged 1370
Entering ConstructFrom: 
Score: -141914832.000000 Penalty: 110890.429688
Entering ConstructFrom: 
Trying to split cluster 1 (39013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Entering Unmasked Estep 
Score: -4809978.000000 Penalty: 2621.769287
	Iteration 0F: 2 clusters Score -4809978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4783500.500000 Penalty: 5243.538574
	Iteration 0F: 3 clusters Score -4783500 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4793366.000000 Penalty: 5243.538574
	Iteration 1F: 3 clusters Score -4793366 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4794142.500000 Penalty: 5243.538574
	Iteration 2F: 3 clusters Score -4794142 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4795037.000000 Penalty: 5243.538574
	Iteration 3F: 3 clusters Score -4795037 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4796252.000000 Penalty: 5243.538574
	Iteration 4F: 3 clusters Score -4796252 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4798009.000000 Penalty: 5243.538574
	Iteration 5F: 3 clusters Score -4798009 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4800138.500000 Penalty: 5243.538574
	Iteration 6F: 3 clusters Score -4800138 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4802526.000000 Penalty: 5243.538574
	Iteration 7F: 3 clusters Score -4802526 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4804663.000000 Penalty: 5243.538574
	Iteration 8F: 3 clusters Score -4804663 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4806072.500000 Penalty: 5243.538574
	Iteration 9Q: 3 clusters Score -4806072 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4806935.000000 Penalty: 5243.538574
	Iteration 10Q: 3 clusters Score -4806935 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4807442.500000 Penalty: 5243.538574
	Iteration 11Q: 3 clusters Score -4807442 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4807813.500000 Penalty: 5243.538574
	Iteration 12Q: 3 clusters Score -4807814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4808038.000000 Penalty: 5243.538574
	Iteration 13Q: 3 clusters Score -4808038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4808196.000000 Penalty: 5243.538574
	Iteration 14Q: 3 clusters Score -4808196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4808283.500000 Penalty: 5243.538574
	Iteration 15Q: 3 clusters Score -4808284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4808340.500000 Penalty: 5243.538574
	Iteration 16Q: 3 clusters Score -4808340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4808383.000000 Penalty: 5243.538574
	Iteration 17Q: 3 clusters Score -4808383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4808401.000000 Penalty: 5243.538574
	Iteration 18Q: 3 clusters Score -4808401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4808420.500000 Penalty: 5243.538574
	Iteration 19Q: 3 clusters Score -4808420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4808435.000000 Penalty: 5243.538574
	Iteration 20F: 3 clusters Score -4808435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4808445.500000 Penalty: 5243.538574
	Iteration 21Q: 3 clusters Score -4808446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4808457.000000 Penalty: 5243.538574
	Iteration 22Q: 3 clusters Score -4808457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4808466.000000 Penalty: 5243.538574
	Iteration 23Q: 3 clusters Score -4808466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4808473.500000 Penalty: 5243.538574
	Iteration 24Q: 3 clusters Score -4808474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4808480.500000 Penalty: 5243.538574
	Iteration 25Q: 3 clusters Score -4808480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4808488.500000 Penalty: 5243.538574
	Iteration 26Q: 3 clusters Score -4808488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4808490.000000 Penalty: 5243.538574
	Iteration 27Q: 3 clusters Score -4808490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4808492.500000 Penalty: 5243.538574
	Iteration 28Q: 3 clusters Score -4808492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4808495.000000 Penalty: 5243.538574
	Iteration 29Q: 3 clusters Score -4808495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4808498.500000 Penalty: 5243.538574
	Iteration 30Q: 3 clusters Score -4808498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4808508.500000 Penalty: 5243.538574
	Iteration 31Q: 3 clusters Score -4808508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4808512.500000 Penalty: 5243.538574
	Iteration 32Q: 3 clusters Score -4808512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4808508.500000 Penalty: 5243.538574
	Iteration 33Q: 3 clusters Score -4808508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4808508.500000 Penalty: 5243.538574
	Iteration 34F: 3 clusters Score -4808508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Entering Unmasked Estep 
Score: -1668784.375000 Penalty: 2377.114746
	Iteration 0F: 2 clusters Score -1668784 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 7221 members 
Entering Unmasked Estep 
Score: -1658247.625000 Penalty: 4754.229492
	Iteration 0F: 3 clusters Score -1658248 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1661664.125000 Penalty: 4754.229492
	Iteration 1F: 3 clusters Score -1661664 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1662107.625000 Penalty: 4754.229492
	Iteration 2F: 3 clusters Score -1662108 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1662469.750000 Penalty: 4754.229492
	Iteration 3F: 3 clusters Score -1662470 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1662827.625000 Penalty: 4754.229492
	Iteration 4Q: 3 clusters Score -1662828 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1663181.500000 Penalty: 4754.229492
	Iteration 5Q: 3 clusters Score -1663182 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1663552.750000 Penalty: 4754.229492
	Iteration 6Q: 3 clusters Score -1663553 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1663972.000000 Penalty: 4754.229492
	Iteration 7Q: 3 clusters Score -1663972 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1664384.125000 Penalty: 4754.229492
	Iteration 8Q: 3 clusters Score -1664384 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1664869.750000 Penalty: 4754.229492
	Iteration 9Q: 3 clusters Score -1664870 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1665316.750000 Penalty: 4754.229492
	Iteration 10Q: 3 clusters Score -1665317 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1665685.000000 Penalty: 4754.229492
	Iteration 11Q: 3 clusters Score -1665685 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1665957.250000 Penalty: 4754.229492
	Iteration 12Q: 3 clusters Score -1665957 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1666170.000000 Penalty: 4754.229492
	Iteration 13Q: 3 clusters Score -1666170 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1666308.125000 Penalty: 4754.229492
	Iteration 14Q: 3 clusters Score -1666308 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1666410.000000 Penalty: 4754.229492
	Iteration 15Q: 3 clusters Score -1666410 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1666497.000000 Penalty: 4754.229492
	Iteration 16Q: 3 clusters Score -1666497 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1666572.625000 Penalty: 4754.229492
	Iteration 17Q: 3 clusters Score -1666573 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1666639.875000 Penalty: 4754.229492
	Iteration 18Q: 3 clusters Score -1666640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1666688.125000 Penalty: 4754.229492
	Iteration 19Q: 3 clusters Score -1666688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1666745.125000 Penalty: 4754.229492
	Iteration 20F: 3 clusters Score -1666745 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1666795.000000 Penalty: 4754.229492
	Iteration 21Q: 3 clusters Score -1666795 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1666850.125000 Penalty: 4754.229492
	Iteration 22Q: 3 clusters Score -1666850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1666903.500000 Penalty: 4754.229492
	Iteration 23Q: 3 clusters Score -1666904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1666991.625000 Penalty: 4754.229492
	Iteration 24Q: 3 clusters Score -1666992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1667058.500000 Penalty: 4754.229492
	Iteration 25Q: 3 clusters Score -1667058 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1667128.375000 Penalty: 4754.229492
	Iteration 26Q: 3 clusters Score -1667128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1667178.000000 Penalty: 4754.229492
	Iteration 27Q: 3 clusters Score -1667178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1667225.250000 Penalty: 4754.229492
	Iteration 28Q: 3 clusters Score -1667225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1667277.625000 Penalty: 4754.229492
	Iteration 29Q: 3 clusters Score -1667278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1667318.375000 Penalty: 4754.229492
	Iteration 30Q: 3 clusters Score -1667318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1667347.500000 Penalty: 4754.229492
	Iteration 31Q: 3 clusters Score -1667348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1667392.000000 Penalty: 4754.229492
	Iteration 32Q: 3 clusters Score -1667392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1667434.625000 Penalty: 4754.229492
	Iteration 33Q: 3 clusters Score -1667435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1667514.125000 Penalty: 4754.229492
	Iteration 34Q: 3 clusters Score -1667514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1667613.500000 Penalty: 4754.229492
	Iteration 35Q: 3 clusters Score -1667614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1667687.500000 Penalty: 4754.229492
	Iteration 36Q: 3 clusters Score -1667688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1667738.625000 Penalty: 4754.229492
	Iteration 37Q: 3 clusters Score -1667739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1667770.250000 Penalty: 4754.229492
	Iteration 38Q: 3 clusters Score -1667770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1667782.625000 Penalty: 4754.229492
	Iteration 39Q: 3 clusters Score -1667783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1667794.125000 Penalty: 4754.229492
	Iteration 40F: 3 clusters Score -1667794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1667808.750000 Penalty: 4754.229492
	Iteration 41Q: 3 clusters Score -1667809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1667816.125000 Penalty: 4754.229492
	Iteration 42Q: 3 clusters Score -1667816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1667818.125000 Penalty: 4754.229492
	Iteration 43Q: 3 clusters Score -1667818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1667818.250000 Penalty: 4754.229492
	Iteration 44Q: 3 clusters Score -1667818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1667818.625000 Penalty: 4754.229492
	Iteration 45Q: 3 clusters Score -1667819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1667821.125000 Penalty: 4754.229492
	Iteration 46Q: 3 clusters Score -1667821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1667820.125000 Penalty: 4754.229492
	Iteration 47Q: 3 clusters Score -1667820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1667822.500000 Penalty: 4754.229492
	Iteration 48Q: 3 clusters Score -1667822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1667822.500000 Penalty: 4754.229492
	Iteration 49F: 3 clusters Score -1667822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Entering Unmasked Estep 
Score: -2530184.500000 Penalty: 2471.064941
	Iteration 0F: 2 clusters Score -2530184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2515323.750000 Penalty: 4942.129883
	Iteration 0F: 3 clusters Score -2515324 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2520595.750000 Penalty: 4942.129883
	Iteration 1F: 3 clusters Score -2520596 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2521129.500000 Penalty: 4942.129883
	Iteration 2F: 3 clusters Score -2521130 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2521541.500000 Penalty: 4942.129883
	Iteration 3F: 3 clusters Score -2521542 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2521938.500000 Penalty: 4942.129883
	Iteration 4Q: 3 clusters Score -2521938 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2522403.000000 Penalty: 4942.129883
	Iteration 5Q: 3 clusters Score -2522403 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2522924.250000 Penalty: 4942.129883
	Iteration 6Q: 3 clusters Score -2522924 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2523538.000000 Penalty: 4942.129883
	Iteration 7Q: 3 clusters Score -2523538 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2524190.250000 Penalty: 4942.129883
	Iteration 8Q: 3 clusters Score -2524190 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2524830.250000 Penalty: 4942.129883
	Iteration 9Q: 3 clusters Score -2524830 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2525465.500000 Penalty: 4942.129883
	Iteration 10Q: 3 clusters Score -2525466 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2526081.000000 Penalty: 4942.129883
	Iteration 11Q: 3 clusters Score -2526081 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2526636.000000 Penalty: 4942.129883
	Iteration 12Q: 3 clusters Score -2526636 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2527052.250000 Penalty: 4942.129883
	Iteration 13Q: 3 clusters Score -2527052 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2527390.000000 Penalty: 4942.129883
	Iteration 14Q: 3 clusters Score -2527390 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2527634.000000 Penalty: 4942.129883
	Iteration 15Q: 3 clusters Score -2527634 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2527802.250000 Penalty: 4942.129883
	Iteration 16Q: 3 clusters Score -2527802 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2527936.750000 Penalty: 4942.129883
	Iteration 17Q: 3 clusters Score -2527937 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2528030.000000 Penalty: 4942.129883
	Iteration 18Q: 3 clusters Score -2528030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2528092.000000 Penalty: 4942.129883
	Iteration 19Q: 3 clusters Score -2528092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2528146.250000 Penalty: 4942.129883
	Iteration 20F: 3 clusters Score -2528146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2528194.500000 Penalty: 4942.129883
	Iteration 21Q: 3 clusters Score -2528194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2528219.750000 Penalty: 4942.129883
	Iteration 22Q: 3 clusters Score -2528220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2528243.250000 Penalty: 4942.129883
	Iteration 23Q: 3 clusters Score -2528243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2528270.500000 Penalty: 4942.129883
	Iteration 24Q: 3 clusters Score -2528270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2528280.000000 Penalty: 4942.129883
	Iteration 25Q: 3 clusters Score -2528280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2528288.000000 Penalty: 4942.129883
	Iteration 26Q: 3 clusters Score -2528288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2528298.000000 Penalty: 4942.129883
	Iteration 27Q: 3 clusters Score -2528298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2528310.500000 Penalty: 4942.129883
	Iteration 28Q: 3 clusters Score -2528310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2528319.500000 Penalty: 4942.129883
	Iteration 29Q: 3 clusters Score -2528320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2528332.000000 Penalty: 4942.129883
	Iteration 30Q: 3 clusters Score -2528332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2528339.750000 Penalty: 4942.129883
	Iteration 31Q: 3 clusters Score -2528340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2528351.750000 Penalty: 4942.129883
	Iteration 32Q: 3 clusters Score -2528352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2528359.000000 Penalty: 4942.129883
	Iteration 33Q: 3 clusters Score -2528359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2528363.250000 Penalty: 4942.129883
	Iteration 34Q: 3 clusters Score -2528363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2528357.250000 Penalty: 4942.129883
	Iteration 35Q: 3 clusters Score -2528357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2528367.000000 Penalty: 4942.129883
	Iteration 36Q: 3 clusters Score -2528367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2528378.500000 Penalty: 4942.129883
	Iteration 37Q: 3 clusters Score -2528378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2528382.250000 Penalty: 4942.129883
	Iteration 38Q: 3 clusters Score -2528382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2528386.250000 Penalty: 4942.129883
	Iteration 39Q: 3 clusters Score -2528386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2528383.250000 Penalty: 4942.129883
	Iteration 40F: 3 clusters Score -2528383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2528384.500000 Penalty: 4942.129883
	Iteration 41Q: 3 clusters Score -2528384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2528393.500000 Penalty: 4942.129883
	Iteration 42Q: 3 clusters Score -2528394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2528400.250000 Penalty: 4942.129883
	Iteration 43Q: 3 clusters Score -2528400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2528399.500000 Penalty: 4942.129883
	Iteration 44Q: 3 clusters Score -2528400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2528405.250000 Penalty: 4942.129883
	Iteration 45Q: 3 clusters Score -2528405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2528410.000000 Penalty: 4942.129883
	Iteration 46Q: 3 clusters Score -2528410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2528411.000000 Penalty: 4942.129883
	Iteration 47Q: 3 clusters Score -2528411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2528416.750000 Penalty: 4942.129883
	Iteration 48Q: 3 clusters Score -2528417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2528418.500000 Penalty: 4942.129883
	Iteration 49Q: 3 clusters Score -2528418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2528421.750000 Penalty: 4942.129883
	Iteration 50Q: 3 clusters Score -2528422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2528426.750000 Penalty: 4942.129883
	Iteration 51Q: 3 clusters Score -2528427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2528429.250000 Penalty: 4942.129883
	Iteration 52Q: 3 clusters Score -2528429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2528436.500000 Penalty: 4942.129883
	Iteration 53Q: 3 clusters Score -2528436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2528441.750000 Penalty: 4942.129883
	Iteration 54Q: 3 clusters Score -2528442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2528463.250000 Penalty: 4942.129883
	Iteration 55Q: 3 clusters Score -2528463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2528471.000000 Penalty: 4942.129883
	Iteration 56Q: 3 clusters Score -2528471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2528477.750000 Penalty: 4942.129883
	Iteration 57Q: 3 clusters Score -2528478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2528483.750000 Penalty: 4942.129883
	Iteration 58Q: 3 clusters Score -2528484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2528486.000000 Penalty: 4942.129883
	Iteration 59Q: 3 clusters Score -2528486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2528487.500000 Penalty: 4942.129883
	Iteration 60F: 3 clusters Score -2528488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2528493.500000 Penalty: 4942.129883
	Iteration 61Q: 3 clusters Score -2528494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2528491.750000 Penalty: 4942.129883
	Iteration 62Q: 3 clusters Score -2528492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2528491.250000 Penalty: 4942.129883
	Iteration 63Q: 3 clusters Score -2528491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2528501.250000 Penalty: 4942.129883
	Iteration 64Q: 3 clusters Score -2528501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2528503.000000 Penalty: 4942.129883
	Iteration 65Q: 3 clusters Score -2528503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2528502.750000 Penalty: 4942.129883
	Iteration 66Q: 3 clusters Score -2528503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2528504.500000 Penalty: 4942.129883
	Iteration 67Q: 3 clusters Score -2528504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2528502.250000 Penalty: 4942.129883
	Iteration 68Q: 3 clusters Score -2528502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2528505.500000 Penalty: 4942.129883
	Iteration 69Q: 3 clusters Score -2528506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2528505.500000 Penalty: 4942.129883
	Iteration 70F: 3 clusters Score -2528506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -198886.984375 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -198887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196448.140625 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -196448.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196983.203125 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -196983.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -197225.625000 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -197225.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197449.859375 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -197449.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197732.468750 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -197732.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197991.062500 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -197991.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198237.578125 Penalty: 3695.239502
	Iteration 6F: 3 clusters Score -198237.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198374.218750 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -198374.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198450.171875 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -198450.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198481.328125 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -198481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198492.750000 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -198492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198499.109375 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -198499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198503.500000 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -198503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198503.484375 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -198503.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198503.484375 Penalty: 3695.239502
	Iteration 14F: 3 clusters Score -198503.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Entering Unmasked Estep 
Score: -4728927.000000 Penalty: 2619.129883
	Iteration 0F: 2 clusters Score -4728927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4702615.000000 Penalty: 5238.259766
	Iteration 0F: 3 clusters Score -4702615 nChanged 17701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4712372.000000 Penalty: 5238.259766
	Iteration 1F: 3 clusters Score -4712372 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4712988.000000 Penalty: 5238.259766
	Iteration 2Q: 3 clusters Score -4712988 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4713597.000000 Penalty: 5238.259766
	Iteration 3Q: 3 clusters Score -4713597 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4714228.500000 Penalty: 5238.259766
	Iteration 4Q: 3 clusters Score -4714228 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4715134.500000 Penalty: 5238.259766
	Iteration 5Q: 3 clusters Score -4715134 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4716456.000000 Penalty: 5238.259766
	Iteration 6F: 3 clusters Score -4716456 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4718303.000000 Penalty: 5238.259766
	Iteration 7F: 3 clusters Score -4718303 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4721001.500000 Penalty: 5238.259766
	Iteration 8F: 3 clusters Score -4721002 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4724392.000000 Penalty: 5238.259766
	Iteration 9F: 3 clusters Score -4724392 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4727237.500000 Penalty: 5238.259766
	Iteration 10F: 3 clusters Score -4727238 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4728821.000000 Penalty: 5238.259766
	Iteration 11F: 3 clusters Score -4728821 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4729625.500000 Penalty: 5238.259766
	Iteration 12Q: 3 clusters Score -4729626 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4730208.000000 Penalty: 5238.259766
	Iteration 13Q: 3 clusters Score -4730208 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4730635.000000 Penalty: 5238.259766
	Iteration 14Q: 3 clusters Score -4730635 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4730911.500000 Penalty: 5238.259766
	Iteration 15Q: 3 clusters Score -4730912 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -4731115.000000 Penalty: 5238.259766
	Iteration 16Q: 3 clusters Score -4731115 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4731294.000000 Penalty: 5238.259766
	Iteration 17Q: 3 clusters Score -4731294 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -4731443.500000 Penalty: 5238.259766
	Iteration 18Q: 3 clusters Score -4731444 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -4731592.500000 Penalty: 5238.259766
	Iteration 19Q: 3 clusters Score -4731592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4731729.500000 Penalty: 5238.259766
	Iteration 20F: 3 clusters Score -4731730 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4731860.500000 Penalty: 5238.259766
	Iteration 21Q: 3 clusters Score -4731860 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4732008.500000 Penalty: 5238.259766
	Iteration 22Q: 3 clusters Score -4732008 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4732126.000000 Penalty: 5238.259766
	Iteration 23Q: 3 clusters Score -4732126 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4732237.500000 Penalty: 5238.259766
	Iteration 24Q: 3 clusters Score -4732238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4732384.500000 Penalty: 5238.259766
	Iteration 25Q: 3 clusters Score -4732384 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4732481.000000 Penalty: 5238.259766
	Iteration 26Q: 3 clusters Score -4732481 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -4732511.500000 Penalty: 5238.259766
	Iteration 27Q: 3 clusters Score -4732512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4732558.000000 Penalty: 5238.259766
	Iteration 28Q: 3 clusters Score -4732558 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4732582.500000 Penalty: 5238.259766
	Iteration 29Q: 3 clusters Score -4732582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4732597.000000 Penalty: 5238.259766
	Iteration 30Q: 3 clusters Score -4732597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4732607.500000 Penalty: 5238.259766
	Iteration 31Q: 3 clusters Score -4732608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -4732626.000000 Penalty: 5238.259766
	Iteration 32Q: 3 clusters Score -4732626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4732632.000000 Penalty: 5238.259766
	Iteration 33Q: 3 clusters Score -4732632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4732643.500000 Penalty: 5238.259766
	Iteration 34Q: 3 clusters Score -4732644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -4732648.000000 Penalty: 5238.259766
	Iteration 35Q: 3 clusters Score -4732648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -4732645.500000 Penalty: 5238.259766
	Iteration 36Q: 3 clusters Score -4732646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4732643.000000 Penalty: 5238.259766
	Iteration 37Q: 3 clusters Score -4732643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4732642.000000 Penalty: 5238.259766
	Iteration 38Q: 3 clusters Score -4732642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4732645.500000 Penalty: 5238.259766
	Iteration 39Q: 3 clusters Score -4732646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4732650.000000 Penalty: 5238.259766
	Iteration 40F: 3 clusters Score -4732650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -4732655.000000 Penalty: 5238.259766
	Iteration 41Q: 3 clusters Score -4732655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4732648.000000 Penalty: 5238.259766
	Iteration 42Q: 3 clusters Score -4732648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4732641.000000 Penalty: 5238.259766
	Iteration 43Q: 3 clusters Score -4732641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4732647.500000 Penalty: 5238.259766
	Iteration 44Q: 3 clusters Score -4732648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4732650.000000 Penalty: 5238.259766
	Iteration 45Q: 3 clusters Score -4732650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4732649.000000 Penalty: 5238.259766
	Iteration 46Q: 3 clusters Score -4732649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4732649.000000 Penalty: 5238.259766
	Iteration 47F: 3 clusters Score -4732649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358827 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Entering Unmasked Estep 
Score: -141918432.000000 Penalty: 114355.757812
Splitting cluster 5 changes total score from -141914832.000000 to -141918432.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -80963.023438 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -80963.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79435.304688 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -79435.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80973.523438 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -80973.52 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83394.539062 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -83394.54 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -84752.703125 Penalty: 3425.253662
	Iteration 3F: 3 clusters Score -84752.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -85831.726562 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -85831.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85942.359375 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -85942.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -85991.617188 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -85991.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86022.132812 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -86022.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -86053.398438 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -86053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -86061.429688 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -86061.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -86062.757812 Penalty: 3425.253662
	Iteration 10F: 3 clusters Score -86062.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86070.351562 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -86070.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86070.351562 Penalty: 3425.253662
	Iteration 12F: 3 clusters Score -86070.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358827 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Entering Unmasked Estep 
Score: -141921856.000000 Penalty: 117821.078125
Splitting cluster 6 changes total score from -141914832.000000 to -141921856.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (54949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Entering Unmasked Estep 
Score: -6953128.000000 Penalty: 2706.711914
	Iteration 0F: 2 clusters Score -6953128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6916081.500000 Penalty: 5413.423828
	Iteration 0F: 3 clusters Score -6916082 nChanged 25465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -6930205.500000 Penalty: 5413.423828
	Iteration 1F: 3 clusters Score -6930206 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6930991.500000 Penalty: 5413.423828
	Iteration 2Q: 3 clusters Score -6930992 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -6931927.500000 Penalty: 5413.423828
	Iteration 3Q: 3 clusters Score -6931928 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -6933116.000000 Penalty: 5413.423828
	Iteration 4Q: 3 clusters Score -6933116 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -6934382.000000 Penalty: 5413.423828
	Iteration 5F: 3 clusters Score -6934382 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6935849.500000 Penalty: 5413.423828
	Iteration 6F: 3 clusters Score -6935850 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -6937293.000000 Penalty: 5413.423828
	Iteration 7F: 3 clusters Score -6937293 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6938262.500000 Penalty: 5413.423828
	Iteration 8Q: 3 clusters Score -6938262 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6939057.000000 Penalty: 5413.423828
	Iteration 9Q: 3 clusters Score -6939057 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -6939575.500000 Penalty: 5413.423828
	Iteration 10Q: 3 clusters Score -6939576 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6939906.500000 Penalty: 5413.423828
	Iteration 11Q: 3 clusters Score -6939906 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -6940136.500000 Penalty: 5413.423828
	Iteration 12Q: 3 clusters Score -6940136 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6940338.500000 Penalty: 5413.423828
	Iteration 13Q: 3 clusters Score -6940338 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -6940557.500000 Penalty: 5413.423828
	Iteration 14Q: 3 clusters Score -6940558 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6940774.500000 Penalty: 5413.423828
	Iteration 15Q: 3 clusters Score -6940774 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -6940988.000000 Penalty: 5413.423828
	Iteration 16Q: 3 clusters Score -6940988 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -6941275.500000 Penalty: 5413.423828
	Iteration 17Q: 3 clusters Score -6941276 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6941703.000000 Penalty: 5413.423828
	Iteration 18Q: 3 clusters Score -6941703 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -6942278.500000 Penalty: 5413.423828
	Iteration 19Q: 3 clusters Score -6942278 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -6942991.000000 Penalty: 5413.423828
	Iteration 20F: 3 clusters Score -6942991 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -6943857.500000 Penalty: 5413.423828
	Iteration 21Q: 3 clusters Score -6943858 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6944923.000000 Penalty: 5413.423828
	Iteration 22Q: 3 clusters Score -6944923 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -6946045.000000 Penalty: 5413.423828
	Iteration 23Q: 3 clusters Score -6946045 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6947130.000000 Penalty: 5413.423828
	Iteration 24Q: 3 clusters Score -6947130 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6948228.500000 Penalty: 5413.423828
	Iteration 25Q: 3 clusters Score -6948228 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6949144.000000 Penalty: 5413.423828
	Iteration 26Q: 3 clusters Score -6949144 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6949781.500000 Penalty: 5413.423828
	Iteration 27Q: 3 clusters Score -6949782 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6950237.500000 Penalty: 5413.423828
	Iteration 28Q: 3 clusters Score -6950238 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -6950518.000000 Penalty: 5413.423828
	Iteration 29Q: 3 clusters Score -6950518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -6950705.500000 Penalty: 5413.423828
	Iteration 30Q: 3 clusters Score -6950706 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6950871.500000 Penalty: 5413.423828
	Iteration 31Q: 3 clusters Score -6950872 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -6950951.000000 Penalty: 5413.423828
	Iteration 32Q: 3 clusters Score -6950951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6951004.500000 Penalty: 5413.423828
	Iteration 33Q: 3 clusters Score -6951004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -6951044.000000 Penalty: 5413.423828
	Iteration 34Q: 3 clusters Score -6951044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -6951080.000000 Penalty: 5413.423828
	Iteration 35Q: 3 clusters Score -6951080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6951091.000000 Penalty: 5413.423828
	Iteration 36Q: 3 clusters Score -6951091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -6951103.500000 Penalty: 5413.423828
	Iteration 37Q: 3 clusters Score -6951104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6951112.000000 Penalty: 5413.423828
	Iteration 38Q: 3 clusters Score -6951112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6951122.000000 Penalty: 5413.423828
	Iteration 39Q: 3 clusters Score -6951122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -6951121.500000 Penalty: 5413.423828
	Iteration 40F: 3 clusters Score -6951122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6951124.500000 Penalty: 5413.423828
	Iteration 41Q: 3 clusters Score -6951124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6951129.500000 Penalty: 5413.423828
	Iteration 42Q: 3 clusters Score -6951130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6951133.000000 Penalty: 5413.423828
	Iteration 43Q: 3 clusters Score -6951133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -6951135.500000 Penalty: 5413.423828
	Iteration 44Q: 3 clusters Score -6951136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -6951137.000000 Penalty: 5413.423828
	Iteration 45Q: 3 clusters Score -6951137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -6951130.000000 Penalty: 5413.423828
	Iteration 46Q: 3 clusters Score -6951130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -6951139.000000 Penalty: 5413.423828
	Iteration 47Q: 3 clusters Score -6951139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -6951138.500000 Penalty: 5413.423828
	Iteration 48Q: 3 clusters Score -6951138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -6951138.500000 Penalty: 5413.423828
	Iteration 49F: 3 clusters Score -6951138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Entering Unmasked Estep 
Score: -9513833.000000 Penalty: 2790.383789
	Iteration 0F: 2 clusters Score -9513833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -9462367.000000 Penalty: 5580.767578
	Iteration 0F: 3 clusters Score -9462367 nChanged 36018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -9482639.000000 Penalty: 5580.767578
	Iteration 1F: 3 clusters Score -9482639 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -9483287.000000 Penalty: 5580.767578
	Iteration 2Q: 3 clusters Score -9483287 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -9483922.000000 Penalty: 5580.767578
	Iteration 3Q: 3 clusters Score -9483922 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -9484673.000000 Penalty: 5580.767578
	Iteration 4Q: 3 clusters Score -9484673 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -9485621.000000 Penalty: 5580.767578
	Iteration 5Q: 3 clusters Score -9485621 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -9486930.000000 Penalty: 5580.767578
	Iteration 6Q: 3 clusters Score -9486930 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -9488653.000000 Penalty: 5580.767578
	Iteration 7Q: 3 clusters Score -9488653 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -9490852.000000 Penalty: 5580.767578
	Iteration 8Q: 3 clusters Score -9490852 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -9493368.000000 Penalty: 5580.767578
	Iteration 9F: 3 clusters Score -9493368 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -9496136.000000 Penalty: 5580.767578
	Iteration 10F: 3 clusters Score -9496136 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -9498795.000000 Penalty: 5580.767578
	Iteration 11F: 3 clusters Score -9498795 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -9501362.000000 Penalty: 5580.767578
	Iteration 12F: 3 clusters Score -9501362 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -9503713.000000 Penalty: 5580.767578
	Iteration 13Q: 3 clusters Score -9503713 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -9505831.000000 Penalty: 5580.767578
	Iteration 14Q: 3 clusters Score -9505831 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -9507515.000000 Penalty: 5580.767578
	Iteration 15Q: 3 clusters Score -9507515 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -9508821.000000 Penalty: 5580.767578
	Iteration 16Q: 3 clusters Score -9508821 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -9509727.000000 Penalty: 5580.767578
	Iteration 17Q: 3 clusters Score -9509727 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9510318.000000 Penalty: 5580.767578
	Iteration 18Q: 3 clusters Score -9510318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9510698.000000 Penalty: 5580.767578
	Iteration 19Q: 3 clusters Score -9510698 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9510947.000000 Penalty: 5580.767578
	Iteration 20F: 3 clusters Score -9510947 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9511162.000000 Penalty: 5580.767578
	Iteration 21Q: 3 clusters Score -9511162 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9511313.000000 Penalty: 5580.767578
	Iteration 22Q: 3 clusters Score -9511313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9511398.000000 Penalty: 5580.767578
	Iteration 23Q: 3 clusters Score -9511398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9511477.000000 Penalty: 5580.767578
	Iteration 24Q: 3 clusters Score -9511477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9511542.000000 Penalty: 5580.767578
	Iteration 25Q: 3 clusters Score -9511542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9511593.000000 Penalty: 5580.767578
	Iteration 26Q: 3 clusters Score -9511593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9511633.000000 Penalty: 5580.767578
	Iteration 27Q: 3 clusters Score -9511633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9511649.000000 Penalty: 5580.767578
	Iteration 28Q: 3 clusters Score -9511649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9511675.000000 Penalty: 5580.767578
	Iteration 29Q: 3 clusters Score -9511675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9511673.000000 Penalty: 5580.767578
	Iteration 30Q: 3 clusters Score -9511673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9511693.000000 Penalty: 5580.767578
	Iteration 31Q: 3 clusters Score -9511693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9511698.000000 Penalty: 5580.767578
	Iteration 32Q: 3 clusters Score -9511698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9511700.000000 Penalty: 5580.767578
	Iteration 33Q: 3 clusters Score -9511700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9511710.000000 Penalty: 5580.767578
	Iteration 34Q: 3 clusters Score -9511710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9511707.000000 Penalty: 5580.767578
	Iteration 35Q: 3 clusters Score -9511707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9511702.000000 Penalty: 5580.767578
	Iteration 36Q: 3 clusters Score -9511702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9511702.000000 Penalty: 5580.767578
	Iteration 37Q: 3 clusters Score -9511702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9511710.000000 Penalty: 5580.767578
	Iteration 38Q: 3 clusters Score -9511710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9511704.000000 Penalty: 5580.767578
	Iteration 39Q: 3 clusters Score -9511704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9511704.000000 Penalty: 5580.767578
	Iteration 40F: 3 clusters Score -9511704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (169561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Entering Unmasked Estep 
Score: -20974526.000000 Penalty: 2986.160156
	Iteration 0F: 2 clusters Score -2.097453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -20861112.000000 Penalty: 5972.320312
	Iteration 0F: 3 clusters Score -2.086111e+07 nChanged 81164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -20909504.000000 Penalty: 5972.320312
	Iteration 1F: 3 clusters Score -2.09095e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -20912662.000000 Penalty: 5972.320312
	Iteration 2Q: 3 clusters Score -2.091266e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -20917728.000000 Penalty: 5972.320312
	Iteration 3F: 3 clusters Score -2.091773e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117708 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -20926186.000000 Penalty: 5972.320312
	Iteration 4F: 3 clusters Score -2.092619e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130663 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -20937032.000000 Penalty: 5972.320312
	Iteration 5F: 3 clusters Score -2.093703e+07 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -20948666.000000 Penalty: 5972.320312
	Iteration 6F: 3 clusters Score -2.094867e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -20958648.000000 Penalty: 5972.320312
	Iteration 7F: 3 clusters Score -2.095865e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -20965422.000000 Penalty: 5972.320312
	Iteration 8Q: 3 clusters Score -2.096542e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -20969104.000000 Penalty: 5972.320312
	Iteration 9Q: 3 clusters Score -2.09691e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20970882.000000 Penalty: 5972.320312
	Iteration 10Q: 3 clusters Score -2.097088e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20971480.000000 Penalty: 5972.320312
	Iteration 11Q: 3 clusters Score -2.097148e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20971718.000000 Penalty: 5972.320312
	Iteration 12Q: 3 clusters Score -2.097172e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20971784.000000 Penalty: 5972.320312
	Iteration 13Q: 3 clusters Score -2.097178e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20971864.000000 Penalty: 5972.320312
	Iteration 14Q: 3 clusters Score -2.097186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168901 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20971896.000000 Penalty: 5972.320312
	Iteration 15Q: 3 clusters Score -2.09719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20971914.000000 Penalty: 5972.320312
	Iteration 16Q: 3 clusters Score -2.097191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20971928.000000 Penalty: 5972.320312
	Iteration 17Q: 3 clusters Score -2.097193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20971954.000000 Penalty: 5972.320312
	Iteration 18Q: 3 clusters Score -2.097195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20971954.000000 Penalty: 5972.320312
	Iteration 19Q: 3 clusters Score -2.097195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20971966.000000 Penalty: 5972.320312
	Iteration 20F: 3 clusters Score -2.097197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20971972.000000 Penalty: 5972.320312
	Iteration 21Q: 3 clusters Score -2.097197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20971984.000000 Penalty: 5972.320312
	Iteration 22Q: 3 clusters Score -2.097198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20972002.000000 Penalty: 5972.320312
	Iteration 23Q: 3 clusters Score -2.0972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20971996.000000 Penalty: 5972.320312
	Iteration 24Q: 3 clusters Score -2.0972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20972010.000000 Penalty: 5972.320312
	Iteration 25Q: 3 clusters Score -2.097201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20972008.000000 Penalty: 5972.320312
	Iteration 26Q: 3 clusters Score -2.097201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20972012.000000 Penalty: 5972.320312
	Iteration 27Q: 3 clusters Score -2.097201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20972006.000000 Penalty: 5972.320312
	Iteration 28Q: 3 clusters Score -2.097201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20972006.000000 Penalty: 5972.320312
	Iteration 29F: 3 clusters Score -2.097201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Entering Unmasked Estep 
Score: -2984654.500000 Penalty: 2518.320557
	Iteration 0F: 2 clusters Score -2984654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2966946.250000 Penalty: 5036.641113
	Iteration 0F: 3 clusters Score -2966946 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2973447.250000 Penalty: 5036.641113
	Iteration 1F: 3 clusters Score -2973447 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2974091.250000 Penalty: 5036.641113
	Iteration 2F: 3 clusters Score -2974091 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2974723.000000 Penalty: 5036.641113
	Iteration 3F: 3 clusters Score -2974723 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2975442.750000 Penalty: 5036.641113
	Iteration 4F: 3 clusters Score -2975443 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2976346.250000 Penalty: 5036.641113
	Iteration 5F: 3 clusters Score -2976346 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2977267.000000 Penalty: 5036.641113
	Iteration 6F: 3 clusters Score -2977267 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2978224.500000 Penalty: 5036.641113
	Iteration 7F: 3 clusters Score -2978224 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2979152.000000 Penalty: 5036.641113
	Iteration 8F: 3 clusters Score -2979152 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2980005.750000 Penalty: 5036.641113
	Iteration 9Q: 3 clusters Score -2980006 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2980749.500000 Penalty: 5036.641113
	Iteration 10Q: 3 clusters Score -2980750 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2981368.500000 Penalty: 5036.641113
	Iteration 11Q: 3 clusters Score -2981368 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2981956.000000 Penalty: 5036.641113
	Iteration 12Q: 3 clusters Score -2981956 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2982503.500000 Penalty: 5036.641113
	Iteration 13Q: 3 clusters Score -2982504 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2982950.000000 Penalty: 5036.641113
	Iteration 14Q: 3 clusters Score -2982950 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2983244.250000 Penalty: 5036.641113
	Iteration 15Q: 3 clusters Score -2983244 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2983437.750000 Penalty: 5036.641113
	Iteration 16Q: 3 clusters Score -2983438 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2983553.000000 Penalty: 5036.641113
	Iteration 17Q: 3 clusters Score -2983553 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2983621.750000 Penalty: 5036.641113
	Iteration 18Q: 3 clusters Score -2983622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2983668.000000 Penalty: 5036.641113
	Iteration 19Q: 3 clusters Score -2983668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2983706.000000 Penalty: 5036.641113
	Iteration 20F: 3 clusters Score -2983706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2983737.500000 Penalty: 5036.641113
	Iteration 21Q: 3 clusters Score -2983738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2983755.250000 Penalty: 5036.641113
	Iteration 22Q: 3 clusters Score -2983755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2983777.500000 Penalty: 5036.641113
	Iteration 23Q: 3 clusters Score -2983778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2983791.250000 Penalty: 5036.641113
	Iteration 24Q: 3 clusters Score -2983791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2983792.500000 Penalty: 5036.641113
	Iteration 25Q: 3 clusters Score -2983792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2983804.000000 Penalty: 5036.641113
	Iteration 26Q: 3 clusters Score -2983804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2983807.750000 Penalty: 5036.641113
	Iteration 27Q: 3 clusters Score -2983808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2983820.500000 Penalty: 5036.641113
	Iteration 28Q: 3 clusters Score -2983820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2983819.000000 Penalty: 5036.641113
	Iteration 29Q: 3 clusters Score -2983819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2983831.000000 Penalty: 5036.641113
	Iteration 30Q: 3 clusters Score -2983831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2983831.750000 Penalty: 5036.641113
	Iteration 31Q: 3 clusters Score -2983832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2983845.250000 Penalty: 5036.641113
	Iteration 32Q: 3 clusters Score -2983845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2983838.500000 Penalty: 5036.641113
	Iteration 33Q: 3 clusters Score -2983838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2983844.000000 Penalty: 5036.641113
	Iteration 34Q: 3 clusters Score -2983844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2983850.500000 Penalty: 5036.641113
	Iteration 35Q: 3 clusters Score -2983850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2983864.250000 Penalty: 5036.641113
	Iteration 36Q: 3 clusters Score -2983864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2983873.250000 Penalty: 5036.641113
	Iteration 37Q: 3 clusters Score -2983873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2983880.000000 Penalty: 5036.641113
	Iteration 38Q: 3 clusters Score -2983880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2983887.750000 Penalty: 5036.641113
	Iteration 39Q: 3 clusters Score -2983888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2983890.750000 Penalty: 5036.641113
	Iteration 40F: 3 clusters Score -2983891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2983889.250000 Penalty: 5036.641113
	Iteration 41Q: 3 clusters Score -2983889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2983889.250000 Penalty: 5036.641113
	Iteration 42Q: 3 clusters Score -2983889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2983892.750000 Penalty: 5036.641113
	Iteration 43Q: 3 clusters Score -2983893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2983903.000000 Penalty: 5036.641113
	Iteration 44Q: 3 clusters Score -2983903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2983909.000000 Penalty: 5036.641113
	Iteration 45Q: 3 clusters Score -2983909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2983910.000000 Penalty: 5036.641113
	Iteration 46Q: 3 clusters Score -2983910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2983913.750000 Penalty: 5036.641113
	Iteration 47Q: 3 clusters Score -2983914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2983908.250000 Penalty: 5036.641113
	Iteration 48Q: 3 clusters Score -2983908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2983908.000000 Penalty: 5036.641113
	Iteration 49Q: 3 clusters Score -2983908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2983911.250000 Penalty: 5036.641113
	Iteration 50Q: 3 clusters Score -2983911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2983911.000000 Penalty: 5036.641113
	Iteration 51Q: 3 clusters Score -2983911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2983911.000000 Penalty: 5036.641113
	Iteration 52F: 3 clusters Score -2983911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1546438.000000 Penalty: 2332.522217
	Iteration 0F: 2 clusters Score -1546438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1537491.750000 Penalty: 4665.044434
	Iteration 0F: 3 clusters Score -1537492 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1540344.250000 Penalty: 4665.044434
	Iteration 1F: 3 clusters Score -1540344 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1541057.250000 Penalty: 4665.044434
	Iteration 2F: 3 clusters Score -1541057 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1542028.500000 Penalty: 4665.044434
	Iteration 3F: 3 clusters Score -1542028 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1543122.875000 Penalty: 4665.044434
	Iteration 4F: 3 clusters Score -1543123 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1544136.375000 Penalty: 4665.044434
	Iteration 5F: 3 clusters Score -1544136 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1544836.000000 Penalty: 4665.044434
	Iteration 6F: 3 clusters Score -1544836 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1545233.750000 Penalty: 4665.044434
	Iteration 7Q: 3 clusters Score -1545234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1545439.500000 Penalty: 4665.044434
	Iteration 8Q: 3 clusters Score -1545440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1545557.875000 Penalty: 4665.044434
	Iteration 9Q: 3 clusters Score -1545558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1545634.750000 Penalty: 4665.044434
	Iteration 10Q: 3 clusters Score -1545635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1545680.500000 Penalty: 4665.044434
	Iteration 11Q: 3 clusters Score -1545680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1545725.250000 Penalty: 4665.044434
	Iteration 12Q: 3 clusters Score -1545725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1545755.250000 Penalty: 4665.044434
	Iteration 13Q: 3 clusters Score -1545755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1545771.250000 Penalty: 4665.044434
	Iteration 14Q: 3 clusters Score -1545771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1545785.750000 Penalty: 4665.044434
	Iteration 15Q: 3 clusters Score -1545786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1545801.500000 Penalty: 4665.044434
	Iteration 16Q: 3 clusters Score -1545802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1545817.500000 Penalty: 4665.044434
	Iteration 17Q: 3 clusters Score -1545818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1545823.125000 Penalty: 4665.044434
	Iteration 18Q: 3 clusters Score -1545823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1545829.125000 Penalty: 4665.044434
	Iteration 19Q: 3 clusters Score -1545829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1545831.750000 Penalty: 4665.044434
	Iteration 20F: 3 clusters Score -1545832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1545835.875000 Penalty: 4665.044434
	Iteration 21Q: 3 clusters Score -1545836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1545838.625000 Penalty: 4665.044434
	Iteration 22Q: 3 clusters Score -1545839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1545838.875000 Penalty: 4665.044434
	Iteration 23Q: 3 clusters Score -1545839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1545841.250000 Penalty: 4665.044434
	Iteration 24Q: 3 clusters Score -1545841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1545843.250000 Penalty: 4665.044434
	Iteration 25Q: 3 clusters Score -1545843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1545839.375000 Penalty: 4665.044434
	Iteration 26Q: 3 clusters Score -1545839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1545839.375000 Penalty: 4665.044434
	Iteration 27F: 3 clusters Score -1545839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Entering Unmasked Estep 
Score: -817714.750000 Penalty: 2215.679443
	Iteration 0F: 2 clusters Score -817714.8 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 3838 members 
Entering Unmasked Estep 
Score: -811692.625000 Penalty: 4431.358887
	Iteration 0F: 3 clusters Score -811692.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -813885.875000 Penalty: 4431.358887
	Iteration 1F: 3 clusters Score -813885.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -814818.375000 Penalty: 4431.358887
	Iteration 2F: 3 clusters Score -814818.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -815733.125000 Penalty: 4431.358887
	Iteration 3F: 3 clusters Score -815733.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -816482.062500 Penalty: 4431.358887
	Iteration 4F: 3 clusters Score -816482.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -817021.875000 Penalty: 4431.358887
	Iteration 5F: 3 clusters Score -817021.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -817349.312500 Penalty: 4431.358887
	Iteration 6F: 3 clusters Score -817349.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -817524.625000 Penalty: 4431.358887
	Iteration 7Q: 3 clusters Score -817524.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -817595.187500 Penalty: 4431.358887
	Iteration 8Q: 3 clusters Score -817595.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -817636.250000 Penalty: 4431.358887
	Iteration 9Q: 3 clusters Score -817636.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -817667.562500 Penalty: 4431.358887
	Iteration 10Q: 3 clusters Score -817667.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -817703.687500 Penalty: 4431.358887
	Iteration 11Q: 3 clusters Score -817703.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -817716.875000 Penalty: 4431.358887
	Iteration 12Q: 3 clusters Score -817716.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -817735.000000 Penalty: 4431.358887
	Iteration 13Q: 3 clusters Score -817735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -817749.875000 Penalty: 4431.358887
	Iteration 14Q: 3 clusters Score -817749.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -817764.875000 Penalty: 4431.358887
	Iteration 15Q: 3 clusters Score -817764.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -817774.687500 Penalty: 4431.358887
	Iteration 16Q: 3 clusters Score -817774.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -817782.687500 Penalty: 4431.358887
	Iteration 17Q: 3 clusters Score -817782.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -817800.125000 Penalty: 4431.358887
	Iteration 18Q: 3 clusters Score -817800.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -817809.187500 Penalty: 4431.358887
	Iteration 19Q: 3 clusters Score -817809.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -817815.125000 Penalty: 4431.358887
	Iteration 20F: 3 clusters Score -817815.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -817828.375000 Penalty: 4431.358887
	Iteration 21Q: 3 clusters Score -817828.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -817839.187500 Penalty: 4431.358887
	Iteration 22Q: 3 clusters Score -817839.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -817844.187500 Penalty: 4431.358887
	Iteration 23Q: 3 clusters Score -817844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -817858.437500 Penalty: 4431.358887
	Iteration 24Q: 3 clusters Score -817858.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -817873.437500 Penalty: 4431.358887
	Iteration 25Q: 3 clusters Score -817873.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -817888.125000 Penalty: 4431.358887
	Iteration 26Q: 3 clusters Score -817888.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -817905.437500 Penalty: 4431.358887
	Iteration 27Q: 3 clusters Score -817905.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -817919.687500 Penalty: 4431.358887
	Iteration 28Q: 3 clusters Score -817919.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -817934.312500 Penalty: 4431.358887
	Iteration 29Q: 3 clusters Score -817934.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -817937.812500 Penalty: 4431.358887
	Iteration 30Q: 3 clusters Score -817937.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -817946.187500 Penalty: 4431.358887
	Iteration 31Q: 3 clusters Score -817946.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -817954.437500 Penalty: 4431.358887
	Iteration 32Q: 3 clusters Score -817954.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -817963.937500 Penalty: 4431.358887
	Iteration 33Q: 3 clusters Score -817963.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -817971.562500 Penalty: 4431.358887
	Iteration 34Q: 3 clusters Score -817971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -817975.125000 Penalty: 4431.358887
	Iteration 35Q: 3 clusters Score -817975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -817974.875000 Penalty: 4431.358887
	Iteration 36Q: 3 clusters Score -817974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -817976.000000 Penalty: 4431.358887
	Iteration 37Q: 3 clusters Score -817976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -817977.250000 Penalty: 4431.358887
	Iteration 38Q: 3 clusters Score -817977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -817977.875000 Penalty: 4431.358887
	Iteration 39Q: 3 clusters Score -817977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -817978.812500 Penalty: 4431.358887
	Iteration 40F: 3 clusters Score -817978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -817978.812500 Penalty: 4431.358887
	Iteration 41Q: 3 clusters Score -817978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -817978.812500 Penalty: 4431.358887
	Iteration 42F: 3 clusters Score -817978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358827 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Entering Unmasked Estep 
Score: -141920960.000000 Penalty: 121286.406250
Splitting cluster 12 changes total score from -141914832.000000 to -141920960.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (57501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Entering Unmasked Estep 
Score: -7118321.000000 Penalty: 2717.970215
	Iteration 0F: 2 clusters Score -7118321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -7079542.500000 Penalty: 5435.940430
	Iteration 0F: 3 clusters Score -7079542 nChanged 26715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7094607.500000 Penalty: 5435.940430
	Iteration 1F: 3 clusters Score -7094608 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -7095436.500000 Penalty: 5435.940430
	Iteration 2Q: 3 clusters Score -7095436 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -7096411.000000 Penalty: 5435.940430
	Iteration 3Q: 3 clusters Score -7096411 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -7097620.000000 Penalty: 5435.940430
	Iteration 4Q: 3 clusters Score -7097620 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -7099331.000000 Penalty: 5435.940430
	Iteration 5F: 3 clusters Score -7099331 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -7101673.500000 Penalty: 5435.940430
	Iteration 6F: 3 clusters Score -7101674 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7104437.500000 Penalty: 5435.940430
	Iteration 7F: 3 clusters Score -7104438 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7107288.500000 Penalty: 5435.940430
	Iteration 8F: 3 clusters Score -7107288 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -7109970.000000 Penalty: 5435.940430
	Iteration 9F: 3 clusters Score -7109970 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -7111979.500000 Penalty: 5435.940430
	Iteration 10Q: 3 clusters Score -7111980 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -7113336.000000 Penalty: 5435.940430
	Iteration 11Q: 3 clusters Score -7113336 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -7114300.500000 Penalty: 5435.940430
	Iteration 12Q: 3 clusters Score -7114300 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -7114994.500000 Penalty: 5435.940430
	Iteration 13Q: 3 clusters Score -7114994 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -7115550.500000 Penalty: 5435.940430
	Iteration 14Q: 3 clusters Score -7115550 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -7115952.000000 Penalty: 5435.940430
	Iteration 15Q: 3 clusters Score -7115952 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -7116351.000000 Penalty: 5435.940430
	Iteration 16Q: 3 clusters Score -7116351 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7116754.000000 Penalty: 5435.940430
	Iteration 17Q: 3 clusters Score -7116754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7117045.500000 Penalty: 5435.940430
	Iteration 18Q: 3 clusters Score -7117046 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -7117146.000000 Penalty: 5435.940430
	Iteration 19Q: 3 clusters Score -7117146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -7117195.000000 Penalty: 5435.940430
	Iteration 20F: 3 clusters Score -7117195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -7117243.000000 Penalty: 5435.940430
	Iteration 21Q: 3 clusters Score -7117243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -7117260.000000 Penalty: 5435.940430
	Iteration 22Q: 3 clusters Score -7117260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -7117274.500000 Penalty: 5435.940430
	Iteration 23Q: 3 clusters Score -7117274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -7117297.500000 Penalty: 5435.940430
	Iteration 24Q: 3 clusters Score -7117298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7117299.000000 Penalty: 5435.940430
	Iteration 25Q: 3 clusters Score -7117299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -7117295.500000 Penalty: 5435.940430
	Iteration 26Q: 3 clusters Score -7117296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7117299.500000 Penalty: 5435.940430
	Iteration 27Q: 3 clusters Score -7117300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7117295.000000 Penalty: 5435.940430
	Iteration 28Q: 3 clusters Score -7117295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -7117288.500000 Penalty: 5435.940430
	Iteration 29Q: 3 clusters Score -7117288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -7117300.000000 Penalty: 5435.940430
	Iteration 30Q: 3 clusters Score -7117300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7117298.500000 Penalty: 5435.940430
	Iteration 31Q: 3 clusters Score -7117298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7117301.000000 Penalty: 5435.940430
	Iteration 32Q: 3 clusters Score -7117301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7117298.000000 Penalty: 5435.940430
	Iteration 33Q: 3 clusters Score -7117298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -7117296.000000 Penalty: 5435.940430
	Iteration 34Q: 3 clusters Score -7117296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -7117295.500000 Penalty: 5435.940430
	Iteration 35Q: 3 clusters Score -7117296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -7117296.500000 Penalty: 5435.940430
	Iteration 36Q: 3 clusters Score -7117296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -7117299.000000 Penalty: 5435.940430
	Iteration 37Q: 3 clusters Score -7117299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7117298.000000 Penalty: 5435.940430
	Iteration 38Q: 3 clusters Score -7117298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7117305.000000 Penalty: 5435.940430
	Iteration 39Q: 3 clusters Score -7117305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -7117302.000000 Penalty: 5435.940430
	Iteration 40F: 3 clusters Score -7117302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -7117302.000000 Penalty: 5435.940430
	Iteration 41Q: 3 clusters Score -7117302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7117304.000000 Penalty: 5435.940430
	Iteration 42Q: 3 clusters Score -7117304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7117304.000000 Penalty: 5435.940430
	Iteration 43F: 3 clusters Score -7117304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Entering Unmasked Estep 
Score: -2127634.000000 Penalty: 2427.623779
	Iteration 0F: 2 clusters Score -2127634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2114991.500000 Penalty: 4855.247559
	Iteration 0F: 3 clusters Score -2114992 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2119667.000000 Penalty: 4855.247559
	Iteration 1F: 3 clusters Score -2119667 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2121160.000000 Penalty: 4855.247559
	Iteration 2F: 3 clusters Score -2121160 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2123366.750000 Penalty: 4855.247559
	Iteration 3F: 3 clusters Score -2123367 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2125644.250000 Penalty: 4855.247559
	Iteration 4F: 3 clusters Score -2125644 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2126959.000000 Penalty: 4855.247559
	Iteration 5F: 3 clusters Score -2126959 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2127569.750000 Penalty: 4855.247559
	Iteration 6Q: 3 clusters Score -2127570 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2127843.000000 Penalty: 4855.247559
	Iteration 7Q: 3 clusters Score -2127843 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2127979.250000 Penalty: 4855.247559
	Iteration 8Q: 3 clusters Score -2127979 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2128042.250000 Penalty: 4855.247559
	Iteration 9Q: 3 clusters Score -2128042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2128078.250000 Penalty: 4855.247559
	Iteration 10Q: 3 clusters Score -2128078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2128096.000000 Penalty: 4855.247559
	Iteration 11Q: 3 clusters Score -2128096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2128125.250000 Penalty: 4855.247559
	Iteration 12Q: 3 clusters Score -2128125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2128127.500000 Penalty: 4855.247559
	Iteration 13Q: 3 clusters Score -2128128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2128135.500000 Penalty: 4855.247559
	Iteration 14Q: 3 clusters Score -2128136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2128137.500000 Penalty: 4855.247559
	Iteration 15Q: 3 clusters Score -2128138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2128144.250000 Penalty: 4855.247559
	Iteration 16Q: 3 clusters Score -2128144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2128149.750000 Penalty: 4855.247559
	Iteration 17Q: 3 clusters Score -2128150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2128151.250000 Penalty: 4855.247559
	Iteration 18Q: 3 clusters Score -2128151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2128156.000000 Penalty: 4855.247559
	Iteration 19Q: 3 clusters Score -2128156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2128159.250000 Penalty: 4855.247559
	Iteration 20F: 3 clusters Score -2128159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2128159.000000 Penalty: 4855.247559
	Iteration 21Q: 3 clusters Score -2128159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2128160.500000 Penalty: 4855.247559
	Iteration 22Q: 3 clusters Score -2128160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2128160.000000 Penalty: 4855.247559
	Iteration 23Q: 3 clusters Score -2128160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2128160.000000 Penalty: 4855.247559
	Iteration 24Q: 3 clusters Score -2128160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2128166.250000 Penalty: 4855.247559
	Iteration 25Q: 3 clusters Score -2128166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2128163.250000 Penalty: 4855.247559
	Iteration 26Q: 3 clusters Score -2128163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2128163.000000 Penalty: 4855.247559
	Iteration 27Q: 3 clusters Score -2128163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2128165.750000 Penalty: 4855.247559
	Iteration 28Q: 3 clusters Score -2128166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2128162.750000 Penalty: 4855.247559
	Iteration 29Q: 3 clusters Score -2128163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2128159.750000 Penalty: 4855.247559
	Iteration 30Q: 3 clusters Score -2128160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2128165.500000 Penalty: 4855.247559
	Iteration 31Q: 3 clusters Score -2128166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2128168.000000 Penalty: 4855.247559
	Iteration 32Q: 3 clusters Score -2128168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2128170.250000 Penalty: 4855.247559
	Iteration 33Q: 3 clusters Score -2128170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2128166.750000 Penalty: 4855.247559
	Iteration 34Q: 3 clusters Score -2128167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2128171.000000 Penalty: 4855.247559
	Iteration 35Q: 3 clusters Score -2128171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2128169.000000 Penalty: 4855.247559
	Iteration 36Q: 3 clusters Score -2128169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2128171.500000 Penalty: 4855.247559
	Iteration 37Q: 3 clusters Score -2128172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2128174.500000 Penalty: 4855.247559
	Iteration 38Q: 3 clusters Score -2128174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2128174.500000 Penalty: 4855.247559
	Iteration 39Q: 3 clusters Score -2128174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2128174.000000 Penalty: 4855.247559
	Iteration 40F: 3 clusters Score -2128174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 358827 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Entering Unmasked Estep 
Score: -141925168.000000 Penalty: 124751.734375
Splitting cluster 14 changes total score from -141914832.000000 to -141925168.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -707299.375000 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -707299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702242.687500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -702242.7 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -703444.937500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -703444.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -703682.000000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -703682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -703861.500000 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -703861.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -704011.375000 Penalty: 4309.723633
	Iteration 4Q: 3 clusters Score -704011.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -704170.250000 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -704170.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -704325.687500 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -704325.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -704472.500000 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -704472.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -704639.500000 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -704639.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -704789.625000 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -704789.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -704943.062500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -704943.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -705074.000000 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -705074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -705179.500000 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -705179.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -705274.437500 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -705274.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -705353.375000 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -705353.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -705419.312500 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -705419.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -705475.687500 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -705475.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -705527.187500 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -705527.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -705583.375000 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -705583.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -705629.812500 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -705629.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -705679.312500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -705679.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -705719.187500 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -705719.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -705755.625000 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -705755.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -705789.437500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -705789.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -705814.187500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -705814.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -705835.000000 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -705835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -705853.312500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -705853.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -705880.125000 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -705880.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -705890.750000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -705890.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -705897.312500 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -705897.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -705903.062500 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -705903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -705906.375000 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -705906.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -705911.437500 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -705911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -705912.500000 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -705912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -705914.187500 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -705914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -705914.437500 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -705914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -705917.437500 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -705917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -705917.562500 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -705917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -705920.500000 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -705920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -705924.625000 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -705924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -705928.125000 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -705928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -705932.937500 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -705932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -705935.125000 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -705935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -705935.937500 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -705935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -705935.625000 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -705935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -705936.625000 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -705936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -705937.625000 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -705937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -705937.812500 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -705937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -705937.812500 Penalty: 4309.723633
	Iteration 48F: 3 clusters Score -705937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -48739.542969 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -48739.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47291.406250 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -47291.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47474.722656 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -47474.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47517.343750 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -47517.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47555.058594 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -47555.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47593.609375 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -47593.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47601.644531 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -47601.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47607.972656 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -47607.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47625.910156 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -47625.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47639.050781 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -47639.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47644.804688 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -47644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47645.488281 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -47645.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47645.488281 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -47645.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (358827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358827 members 
Entering Unmasked Estep 
Score: -44968788.000000 Penalty: 3172.067871
	Iteration 0F: 2 clusters Score -4.496879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 179233 members 
Entering Unmasked Estep 
Score: -44761884.000000 Penalty: 6344.135742
	Iteration 0F: 3 clusters Score -4.476188e+07 nChanged 174493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183961 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -44867208.000000 Penalty: 6344.135742
	Iteration 1F: 3 clusters Score -4.486721e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -44871176.000000 Penalty: 6344.135742
	Iteration 2Q: 3 clusters Score -4.487118e+07 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193152 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -44877096.000000 Penalty: 6344.135742
	Iteration 3Q: 3 clusters Score -4.48771e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 156816 members 
Entering Unmasked Estep 
Score: -44885300.000000 Penalty: 6344.135742
	Iteration 4F: 3 clusters Score -4.48853e+07 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214919 members 
Mstep: Class 2 contains 143908 members 
Entering Unmasked Estep 
Score: -44895972.000000 Penalty: 6344.135742
	Iteration 5F: 3 clusters Score -4.489597e+07 nChanged 23656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231553 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -44909004.000000 Penalty: 6344.135742
	Iteration 6F: 3 clusters Score -4.4909e+07 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250561 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -44923804.000000 Penalty: 6344.135742
	Iteration 7F: 3 clusters Score -4.49238e+07 nChanged 22215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267964 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -44938468.000000 Penalty: 6344.135742
	Iteration 8F: 3 clusters Score -4.493847e+07 nChanged 17886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280944 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -44949960.000000 Penalty: 6344.135742
	Iteration 9Q: 3 clusters Score -4.494996e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289701 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -44956724.000000 Penalty: 6344.135742
	Iteration 10Q: 3 clusters Score -4.495672e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296280 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -44959528.000000 Penalty: 6344.135742
	Iteration 11Q: 3 clusters Score -4.495953e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301904 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -44961276.000000 Penalty: 6344.135742
	Iteration 12Q: 3 clusters Score -4.496128e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307048 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -44963076.000000 Penalty: 6344.135742
	Iteration 13Q: 3 clusters Score -4.496308e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311718 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -44964828.000000 Penalty: 6344.135742
	Iteration 14Q: 3 clusters Score -4.496483e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315973 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -44966200.000000 Penalty: 6344.135742
	Iteration 15Q: 3 clusters Score -4.49662e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319949 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -44967520.000000 Penalty: 6344.135742
	Iteration 16Q: 3 clusters Score -4.496752e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323613 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -44968844.000000 Penalty: 6344.135742
	Iteration 17Q: 3 clusters Score -4.496884e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326893 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -44970592.000000 Penalty: 6344.135742
	Iteration 18Q: 3 clusters Score -4.497059e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329778 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -44972232.000000 Penalty: 6344.135742
	Iteration 19Q: 3 clusters Score -4.497223e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332368 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -44974148.000000 Penalty: 6344.135742
	Iteration 20F: 3 clusters Score -4.497415e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334753 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -44975412.000000 Penalty: 6344.135742
	Iteration 21Q: 3 clusters Score -4.497541e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336738 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -44976536.000000 Penalty: 6344.135742
	Iteration 22Q: 3 clusters Score -4.497654e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338457 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -44977228.000000 Penalty: 6344.135742
	Iteration 23Q: 3 clusters Score -4.497723e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339890 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -44978076.000000 Penalty: 6344.135742
	Iteration 24Q: 3 clusters Score -4.497808e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341088 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -44978480.000000 Penalty: 6344.135742
	Iteration 25Q: 3 clusters Score -4.497848e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342057 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -44978820.000000 Penalty: 6344.135742
	Iteration 26Q: 3 clusters Score -4.497882e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342796 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -44979040.000000 Penalty: 6344.135742
	Iteration 27Q: 3 clusters Score -4.497904e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343392 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -44979300.000000 Penalty: 6344.135742
	Iteration 28Q: 3 clusters Score -4.49793e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343841 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -44979304.000000 Penalty: 6344.135742
	Iteration 29Q: 3 clusters Score -4.49793e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344210 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -44979360.000000 Penalty: 6344.135742
	Iteration 30Q: 3 clusters Score -4.497936e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344519 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -44979392.000000 Penalty: 6344.135742
	Iteration 31Q: 3 clusters Score -4.497939e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344772 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -44979440.000000 Penalty: 6344.135742
	Iteration 32Q: 3 clusters Score -4.497944e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344976 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -44979360.000000 Penalty: 6344.135742
	Iteration 33Q: 3 clusters Score -4.497936e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345139 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -44979324.000000 Penalty: 6344.135742
	Iteration 34Q: 3 clusters Score -4.497932e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345274 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -44979376.000000 Penalty: 6344.135742
	Iteration 35Q: 3 clusters Score -4.497938e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345389 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -44979288.000000 Penalty: 6344.135742
	Iteration 36Q: 3 clusters Score -4.497929e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345495 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -44979272.000000 Penalty: 6344.135742
	Iteration 37Q: 3 clusters Score -4.497927e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345585 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -44979240.000000 Penalty: 6344.135742
	Iteration 38Q: 3 clusters Score -4.497924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345656 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -44979216.000000 Penalty: 6344.135742
	Iteration 39Q: 3 clusters Score -4.497922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345716 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -44979220.000000 Penalty: 6344.135742
	Iteration 40F: 3 clusters Score -4.497922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345767 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -44979204.000000 Penalty: 6344.135742
	Iteration 41Q: 3 clusters Score -4.49792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345823 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -44979220.000000 Penalty: 6344.135742
	Iteration 42Q: 3 clusters Score -4.497922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345880 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -44979232.000000 Penalty: 6344.135742
	Iteration 43Q: 3 clusters Score -4.497923e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345923 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -44979228.000000 Penalty: 6344.135742
	Iteration 44Q: 3 clusters Score -4.497923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345957 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -44979184.000000 Penalty: 6344.135742
	Iteration 45Q: 3 clusters Score -4.497918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345991 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -44979164.000000 Penalty: 6344.135742
	Iteration 46Q: 3 clusters Score -4.497916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346024 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -44979176.000000 Penalty: 6344.135742
	Iteration 47Q: 3 clusters Score -4.497918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346053 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -44979176.000000 Penalty: 6344.135742
	Iteration 48Q: 3 clusters Score -4.497918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346082 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -44979152.000000 Penalty: 6344.135742
	Iteration 49Q: 3 clusters Score -4.497915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346107 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -44979180.000000 Penalty: 6344.135742
	Iteration 50Q: 3 clusters Score -4.497918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346129 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -44979192.000000 Penalty: 6344.135742
	Iteration 51Q: 3 clusters Score -4.497919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346143 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -44979180.000000 Penalty: 6344.135742
	Iteration 52Q: 3 clusters Score -4.497918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346159 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -44979168.000000 Penalty: 6344.135742
	Iteration 53Q: 3 clusters Score -4.497917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346164 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -44979176.000000 Penalty: 6344.135742
	Iteration 54Q: 3 clusters Score -4.497918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346167 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -44979148.000000 Penalty: 6344.135742
	Iteration 55Q: 3 clusters Score -4.497915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346175 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -44979164.000000 Penalty: 6344.135742
	Iteration 56Q: 3 clusters Score -4.497916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346181 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -44979156.000000 Penalty: 6344.135742
	Iteration 57Q: 3 clusters Score -4.497916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346185 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -44979152.000000 Penalty: 6344.135742
	Iteration 58Q: 3 clusters Score -4.497915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346188 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -44979176.000000 Penalty: 6344.135742
	Iteration 59Q: 3 clusters Score -4.497918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346191 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -44979176.000000 Penalty: 6344.135742
	Iteration 60F: 3 clusters Score -4.497918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346194 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -44979168.000000 Penalty: 6344.135742
	Iteration 61Q: 3 clusters Score -4.497917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346196 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -44979168.000000 Penalty: 6344.135742
	Iteration 62Q: 3 clusters Score -4.497917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346198 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -44979168.000000 Penalty: 6344.135742
	Iteration 63Q: 3 clusters Score -4.497917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346198 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -44979168.000000 Penalty: 6344.135742
	Iteration 64F: 3 clusters Score -4.497917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Entering Unmasked Estep 
Score: -141934240.000000 Penalty: 128217.054688
Splitting cluster 17 changes total score from -141914832.000000 to -141934240.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -285673.468750 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -285673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -282871.781250 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -282871.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283338.156250 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -283338.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283441.687500 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -283441.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283503.156250 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -283503.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -283540.531250 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -283540.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283568.218750 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -283568.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -283589.281250 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -283589.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283604.937500 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -283604.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283614.281250 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -283614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283620.718750 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -283620.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283626.562500 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -283626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283632.375000 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -283632.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283637.375000 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -283637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283643.156250 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -283643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283648.625000 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -283648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283653.625000 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -283653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283657.875000 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -283657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283661.531250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -283661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283667.562500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -283667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283673.625000 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -283673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283677.687500 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -283677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283683.125000 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -283683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283685.750000 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -283685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283689.468750 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -283689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283692.937500 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -283692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283696.812500 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -283696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283700.156250 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -283700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283705.375000 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -283705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283708.562500 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -283708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283711.281250 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -283711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283713.000000 Penalty: 3837.208252
	Iteration 30Q: 3 clusters Score -283713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283714.968750 Penalty: 3837.208252
	Iteration 31Q: 3 clusters Score -283715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283716.093750 Penalty: 3837.208252
	Iteration 32Q: 3 clusters Score -283716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283717.250000 Penalty: 3837.208252
	Iteration 33Q: 3 clusters Score -283717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283719.031250 Penalty: 3837.208252
	Iteration 34Q: 3 clusters Score -283719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283721.531250 Penalty: 3837.208252
	Iteration 35Q: 3 clusters Score -283721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283722.343750 Penalty: 3837.208252
	Iteration 36Q: 3 clusters Score -283722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283723.593750 Penalty: 3837.208252
	Iteration 37Q: 3 clusters Score -283723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283724.687500 Penalty: 3837.208252
	Iteration 38Q: 3 clusters Score -283724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283725.937500 Penalty: 3837.208252
	Iteration 39Q: 3 clusters Score -283725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283726.468750 Penalty: 3837.208252
	Iteration 40F: 3 clusters Score -283726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283727.593750 Penalty: 3837.208252
	Iteration 41Q: 3 clusters Score -283727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283728.656250 Penalty: 3837.208252
	Iteration 42Q: 3 clusters Score -283728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283728.656250 Penalty: 3837.208252
	Iteration 43F: 3 clusters Score -283728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Entering Unmasked Estep 
Score: -4073073.750000 Penalty: 2577.339355
	Iteration 0F: 2 clusters Score -4073074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4050784.250000 Penalty: 5154.678711
	Iteration 0F: 3 clusters Score -4050784 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4058951.000000 Penalty: 5154.678711
	Iteration 1F: 3 clusters Score -4058951 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4059654.750000 Penalty: 5154.678711
	Iteration 2F: 3 clusters Score -4059655 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4060698.500000 Penalty: 5154.678711
	Iteration 3F: 3 clusters Score -4060698 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4062370.250000 Penalty: 5154.678711
	Iteration 4F: 3 clusters Score -4062370 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4064619.000000 Penalty: 5154.678711
	Iteration 5F: 3 clusters Score -4064619 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4067081.250000 Penalty: 5154.678711
	Iteration 6F: 3 clusters Score -4067081 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4068964.750000 Penalty: 5154.678711
	Iteration 7F: 3 clusters Score -4068965 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4070328.250000 Penalty: 5154.678711
	Iteration 8F: 3 clusters Score -4070328 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4071209.000000 Penalty: 5154.678711
	Iteration 9Q: 3 clusters Score -4071209 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4071811.500000 Penalty: 5154.678711
	Iteration 10Q: 3 clusters Score -4071812 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4072262.000000 Penalty: 5154.678711
	Iteration 11Q: 3 clusters Score -4072262 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4072580.500000 Penalty: 5154.678711
	Iteration 12Q: 3 clusters Score -4072580 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -4072751.000000 Penalty: 5154.678711
	Iteration 13Q: 3 clusters Score -4072751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4072861.000000 Penalty: 5154.678711
	Iteration 14Q: 3 clusters Score -4072861 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4072902.500000 Penalty: 5154.678711
	Iteration 15Q: 3 clusters Score -4072902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4072949.500000 Penalty: 5154.678711
	Iteration 16Q: 3 clusters Score -4072950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4072962.250000 Penalty: 5154.678711
	Iteration 17Q: 3 clusters Score -4072962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4072975.000000 Penalty: 5154.678711
	Iteration 18Q: 3 clusters Score -4072975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4072986.250000 Penalty: 5154.678711
	Iteration 19Q: 3 clusters Score -4072986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4072981.500000 Penalty: 5154.678711
	Iteration 20F: 3 clusters Score -4072982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4072987.250000 Penalty: 5154.678711
	Iteration 21Q: 3 clusters Score -4072987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -4072988.000000 Penalty: 5154.678711
	Iteration 22Q: 3 clusters Score -4072988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4072995.250000 Penalty: 5154.678711
	Iteration 23Q: 3 clusters Score -4072995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4072991.750000 Penalty: 5154.678711
	Iteration 24Q: 3 clusters Score -4072992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4072992.250000 Penalty: 5154.678711
	Iteration 25Q: 3 clusters Score -4072992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4072994.000000 Penalty: 5154.678711
	Iteration 26Q: 3 clusters Score -4072994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4073000.500000 Penalty: 5154.678711
	Iteration 27Q: 3 clusters Score -4073000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4072992.000000 Penalty: 5154.678711
	Iteration 28Q: 3 clusters Score -4072992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4073002.250000 Penalty: 5154.678711
	Iteration 29Q: 3 clusters Score -4073002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -4073009.750000 Penalty: 5154.678711
	Iteration 30Q: 3 clusters Score -4073010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4073008.500000 Penalty: 5154.678711
	Iteration 31Q: 3 clusters Score -4073008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -4073005.250000 Penalty: 5154.678711
	Iteration 32Q: 3 clusters Score -4073005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4073009.250000 Penalty: 5154.678711
	Iteration 33Q: 3 clusters Score -4073009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -4073010.750000 Penalty: 5154.678711
	Iteration 34Q: 3 clusters Score -4073011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4073013.250000 Penalty: 5154.678711
	Iteration 35Q: 3 clusters Score -4073013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4073009.250000 Penalty: 5154.678711
	Iteration 36Q: 3 clusters Score -4073009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4073014.000000 Penalty: 5154.678711
	Iteration 37Q: 3 clusters Score -4073014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4073008.250000 Penalty: 5154.678711
	Iteration 38Q: 3 clusters Score -4073008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4073009.250000 Penalty: 5154.678711
	Iteration 39Q: 3 clusters Score -4073009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4073009.250000 Penalty: 5154.678711
	Iteration 40F: 3 clusters Score -4073009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -624104.937500 Penalty: 2121.226318
	Iteration 0F: 2 clusters Score -624104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -619486.687500 Penalty: 4242.452637
	Iteration 0F: 3 clusters Score -619486.7 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -620628.125000 Penalty: 4242.452637
	Iteration 1F: 3 clusters Score -620628.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -620841.875000 Penalty: 4242.452637
	Iteration 2F: 3 clusters Score -620841.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -620971.437500 Penalty: 4242.452637
	Iteration 3Q: 3 clusters Score -620971.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -621062.750000 Penalty: 4242.452637
	Iteration 4Q: 3 clusters Score -621062.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -621149.312500 Penalty: 4242.452637
	Iteration 5Q: 3 clusters Score -621149.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -621220.500000 Penalty: 4242.452637
	Iteration 6Q: 3 clusters Score -621220.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -621289.437500 Penalty: 4242.452637
	Iteration 7Q: 3 clusters Score -621289.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -621376.312500 Penalty: 4242.452637
	Iteration 8Q: 3 clusters Score -621376.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -621466.937500 Penalty: 4242.452637
	Iteration 9Q: 3 clusters Score -621466.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -621564.625000 Penalty: 4242.452637
	Iteration 10Q: 3 clusters Score -621564.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -621681.687500 Penalty: 4242.452637
	Iteration 11Q: 3 clusters Score -621681.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -621793.437500 Penalty: 4242.452637
	Iteration 12Q: 3 clusters Score -621793.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -621901.437500 Penalty: 4242.452637
	Iteration 13Q: 3 clusters Score -621901.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -621984.062500 Penalty: 4242.452637
	Iteration 14Q: 3 clusters Score -621984.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -622040.687500 Penalty: 4242.452637
	Iteration 15Q: 3 clusters Score -622040.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -622088.937500 Penalty: 4242.452637
	Iteration 16Q: 3 clusters Score -622088.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -622123.500000 Penalty: 4242.452637
	Iteration 17Q: 3 clusters Score -622123.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -622152.250000 Penalty: 4242.452637
	Iteration 18Q: 3 clusters Score -622152.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -622175.687500 Penalty: 4242.452637
	Iteration 19Q: 3 clusters Score -622175.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -622188.375000 Penalty: 4242.452637
	Iteration 20F: 3 clusters Score -622188.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -622203.812500 Penalty: 4242.452637
	Iteration 21Q: 3 clusters Score -622203.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -622223.437500 Penalty: 4242.452637
	Iteration 22Q: 3 clusters Score -622223.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -622236.500000 Penalty: 4242.452637
	Iteration 23Q: 3 clusters Score -622236.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -622247.625000 Penalty: 4242.452637
	Iteration 24Q: 3 clusters Score -622247.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -622257.937500 Penalty: 4242.452637
	Iteration 25Q: 3 clusters Score -622257.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -622268.312500 Penalty: 4242.452637
	Iteration 26Q: 3 clusters Score -622268.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -622278.812500 Penalty: 4242.452637
	Iteration 27Q: 3 clusters Score -622278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -622288.312500 Penalty: 4242.452637
	Iteration 28Q: 3 clusters Score -622288.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -622295.937500 Penalty: 4242.452637
	Iteration 29Q: 3 clusters Score -622295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -622303.375000 Penalty: 4242.452637
	Iteration 30Q: 3 clusters Score -622303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -622311.812500 Penalty: 4242.452637
	Iteration 31Q: 3 clusters Score -622311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -622314.125000 Penalty: 4242.452637
	Iteration 32Q: 3 clusters Score -622314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -622317.375000 Penalty: 4242.452637
	Iteration 33Q: 3 clusters Score -622317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -622321.750000 Penalty: 4242.452637
	Iteration 34Q: 3 clusters Score -622321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -622324.687500 Penalty: 4242.452637
	Iteration 35Q: 3 clusters Score -622324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -622326.687500 Penalty: 4242.452637
	Iteration 36Q: 3 clusters Score -622326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -622331.750000 Penalty: 4242.452637
	Iteration 37Q: 3 clusters Score -622331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -622335.125000 Penalty: 4242.452637
	Iteration 38Q: 3 clusters Score -622335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -622336.437500 Penalty: 4242.452637
	Iteration 39Q: 3 clusters Score -622336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -622337.187500 Penalty: 4242.452637
	Iteration 40F: 3 clusters Score -622337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -622337.062500 Penalty: 4242.452637
	Iteration 41Q: 3 clusters Score -622337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -622337.062500 Penalty: 4242.452637
	Iteration 42F: 3 clusters Score -622337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Entering Unmasked Estep 
Score: -1835247.250000 Penalty: 2385.314209
	Iteration 0F: 2 clusters Score -1835247 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 7574 members 
Entering Unmasked Estep 
Score: -1824394.250000 Penalty: 4770.628418
	Iteration 0F: 3 clusters Score -1824394 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1828316.375000 Penalty: 4770.628418
	Iteration 1F: 3 clusters Score -1828316 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1829156.500000 Penalty: 4770.628418
	Iteration 2F: 3 clusters Score -1829156 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1829869.375000 Penalty: 4770.628418
	Iteration 3F: 3 clusters Score -1829869 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1830439.375000 Penalty: 4770.628418
	Iteration 4F: 3 clusters Score -1830439 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1830940.875000 Penalty: 4770.628418
	Iteration 5F: 3 clusters Score -1830941 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1831439.375000 Penalty: 4770.628418
	Iteration 6F: 3 clusters Score -1831439 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1831982.625000 Penalty: 4770.628418
	Iteration 7F: 3 clusters Score -1831983 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1832574.000000 Penalty: 4770.628418
	Iteration 8F: 3 clusters Score -1832574 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1833128.125000 Penalty: 4770.628418
	Iteration 9Q: 3 clusters Score -1833128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1833574.125000 Penalty: 4770.628418
	Iteration 10Q: 3 clusters Score -1833574 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1833898.250000 Penalty: 4770.628418
	Iteration 11Q: 3 clusters Score -1833898 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1834124.250000 Penalty: 4770.628418
	Iteration 12Q: 3 clusters Score -1834124 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1834288.250000 Penalty: 4770.628418
	Iteration 13Q: 3 clusters Score -1834288 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1834424.125000 Penalty: 4770.628418
	Iteration 14Q: 3 clusters Score -1834424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1834531.500000 Penalty: 4770.628418
	Iteration 15Q: 3 clusters Score -1834532 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1834621.250000 Penalty: 4770.628418
	Iteration 16Q: 3 clusters Score -1834621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1834698.625000 Penalty: 4770.628418
	Iteration 17Q: 3 clusters Score -1834699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1834760.000000 Penalty: 4770.628418
	Iteration 18Q: 3 clusters Score -1834760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1834792.125000 Penalty: 4770.628418
	Iteration 19Q: 3 clusters Score -1834792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1834821.250000 Penalty: 4770.628418
	Iteration 20F: 3 clusters Score -1834821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1834838.500000 Penalty: 4770.628418
	Iteration 21Q: 3 clusters Score -1834838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1834849.000000 Penalty: 4770.628418
	Iteration 22Q: 3 clusters Score -1834849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1834858.500000 Penalty: 4770.628418
	Iteration 23Q: 3 clusters Score -1834858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1834863.375000 Penalty: 4770.628418
	Iteration 24Q: 3 clusters Score -1834863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1834874.750000 Penalty: 4770.628418
	Iteration 25Q: 3 clusters Score -1834875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1834881.875000 Penalty: 4770.628418
	Iteration 26Q: 3 clusters Score -1834882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1834886.125000 Penalty: 4770.628418
	Iteration 27Q: 3 clusters Score -1834886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1834898.500000 Penalty: 4770.628418
	Iteration 28Q: 3 clusters Score -1834898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1834901.250000 Penalty: 4770.628418
	Iteration 29Q: 3 clusters Score -1834901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1834909.500000 Penalty: 4770.628418
	Iteration 30Q: 3 clusters Score -1834910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1834913.250000 Penalty: 4770.628418
	Iteration 31Q: 3 clusters Score -1834913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1834915.000000 Penalty: 4770.628418
	Iteration 32Q: 3 clusters Score -1834915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1834915.250000 Penalty: 4770.628418
	Iteration 33Q: 3 clusters Score -1834915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1834913.500000 Penalty: 4770.628418
	Iteration 34Q: 3 clusters Score -1834914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1834914.000000 Penalty: 4770.628418
	Iteration 35Q: 3 clusters Score -1834914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1834914.875000 Penalty: 4770.628418
	Iteration 36Q: 3 clusters Score -1834915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1834914.000000 Penalty: 4770.628418
	Iteration 37Q: 3 clusters Score -1834914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1834915.125000 Penalty: 4770.628418
	Iteration 38Q: 3 clusters Score -1834915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1834915.125000 Penalty: 4770.628418
	Iteration 39F: 3 clusters Score -1834915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -201724.156250 Penalty: 1896.414185
	Iteration 0F: 2 clusters Score -201724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -199281.046875 Penalty: 3792.828369
	Iteration 0F: 3 clusters Score -199281 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -201314.531250 Penalty: 3792.828369
	Iteration 1F: 3 clusters Score -201314.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -203169.265625 Penalty: 3792.828369
	Iteration 2F: 3 clusters Score -203169.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -203662.234375 Penalty: 3792.828369
	Iteration 3F: 3 clusters Score -203662.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -204056.296875 Penalty: 3792.828369
	Iteration 4Q: 3 clusters Score -204056.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -204837.609375 Penalty: 3792.828369
	Iteration 5Q: 3 clusters Score -204837.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -205479.906250 Penalty: 3792.828369
	Iteration 6Q: 3 clusters Score -205479.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -205773.515625 Penalty: 3792.828369
	Iteration 7Q: 3 clusters Score -205773.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -205804.906250 Penalty: 3792.828369
	Iteration 8Q: 3 clusters Score -205804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205817.453125 Penalty: 3792.828369
	Iteration 9Q: 3 clusters Score -205817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -205820.046875 Penalty: 3792.828369
	Iteration 10Q: 3 clusters Score -205820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205821.093750 Penalty: 3792.828369
	Iteration 11Q: 3 clusters Score -205821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -205822.656250 Penalty: 3792.828369
	Iteration 12F: 3 clusters Score -205822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -205824.203125 Penalty: 3792.828369
	Iteration 13Q: 3 clusters Score -205824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -205824.203125 Penalty: 3792.828369
	Iteration 14F: 3 clusters Score -205824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Entering Unmasked Estep 
Score: -141937216.000000 Penalty: 131682.390625
Splitting cluster 22 changes total score from -141914832.000000 to -141937216.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (93579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Entering Unmasked Estep 
Score: -11731579.000000 Penalty: 2838.747070
	Iteration 0F: 2 clusters Score -1.173158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -11668466.000000 Penalty: 5677.494141
	Iteration 0F: 3 clusters Score -1.166847e+07 nChanged 44404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -11694083.000000 Penalty: 5677.494141
	Iteration 1F: 3 clusters Score -1.169408e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -11695046.000000 Penalty: 5677.494141
	Iteration 2Q: 3 clusters Score -1.169505e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -11696412.000000 Penalty: 5677.494141
	Iteration 3Q: 3 clusters Score -1.169641e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -11698579.000000 Penalty: 5677.494141
	Iteration 4Q: 3 clusters Score -1.169858e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -11702005.000000 Penalty: 5677.494141
	Iteration 5F: 3 clusters Score -1.1702e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -11706798.000000 Penalty: 5677.494141
	Iteration 6F: 3 clusters Score -1.17068e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -11713045.000000 Penalty: 5677.494141
	Iteration 7F: 3 clusters Score -1.171304e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -11719392.000000 Penalty: 5677.494141
	Iteration 8F: 3 clusters Score -1.171939e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -11724941.000000 Penalty: 5677.494141
	Iteration 9F: 3 clusters Score -1.172494e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -11727771.000000 Penalty: 5677.494141
	Iteration 10Q: 3 clusters Score -1.172777e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -11728913.000000 Penalty: 5677.494141
	Iteration 11Q: 3 clusters Score -1.172891e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -11729405.000000 Penalty: 5677.494141
	Iteration 12Q: 3 clusters Score -1.17294e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -11729724.000000 Penalty: 5677.494141
	Iteration 13Q: 3 clusters Score -1.172972e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -11729994.000000 Penalty: 5677.494141
	Iteration 14Q: 3 clusters Score -1.172999e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -11730214.000000 Penalty: 5677.494141
	Iteration 15Q: 3 clusters Score -1.173021e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -11730381.000000 Penalty: 5677.494141
	Iteration 16Q: 3 clusters Score -1.173038e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -11730476.000000 Penalty: 5677.494141
	Iteration 17Q: 3 clusters Score -1.173048e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -11730577.000000 Penalty: 5677.494141
	Iteration 18Q: 3 clusters Score -1.173058e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -11730678.000000 Penalty: 5677.494141
	Iteration 19Q: 3 clusters Score -1.173068e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -11730755.000000 Penalty: 5677.494141
	Iteration 20F: 3 clusters Score -1.173076e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -11730855.000000 Penalty: 5677.494141
	Iteration 21Q: 3 clusters Score -1.173086e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -11730945.000000 Penalty: 5677.494141
	Iteration 22Q: 3 clusters Score -1.173094e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -11730963.000000 Penalty: 5677.494141
	Iteration 23Q: 3 clusters Score -1.173096e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -11731023.000000 Penalty: 5677.494141
	Iteration 24Q: 3 clusters Score -1.173102e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -11731092.000000 Penalty: 5677.494141
	Iteration 25Q: 3 clusters Score -1.173109e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -11731158.000000 Penalty: 5677.494141
	Iteration 26Q: 3 clusters Score -1.173116e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -11731225.000000 Penalty: 5677.494141
	Iteration 27Q: 3 clusters Score -1.173122e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -11731290.000000 Penalty: 5677.494141
	Iteration 28Q: 3 clusters Score -1.173129e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -11731347.000000 Penalty: 5677.494141
	Iteration 29Q: 3 clusters Score -1.173135e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -11731454.000000 Penalty: 5677.494141
	Iteration 30Q: 3 clusters Score -1.173145e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -11731538.000000 Penalty: 5677.494141
	Iteration 31Q: 3 clusters Score -1.173154e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -11731602.000000 Penalty: 5677.494141
	Iteration 32Q: 3 clusters Score -1.17316e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -11731652.000000 Penalty: 5677.494141
	Iteration 33Q: 3 clusters Score -1.173165e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -11731728.000000 Penalty: 5677.494141
	Iteration 34Q: 3 clusters Score -1.173173e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -11731755.000000 Penalty: 5677.494141
	Iteration 35Q: 3 clusters Score -1.173176e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11731817.000000 Penalty: 5677.494141
	Iteration 36Q: 3 clusters Score -1.173182e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -11731852.000000 Penalty: 5677.494141
	Iteration 37Q: 3 clusters Score -1.173185e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -11731880.000000 Penalty: 5677.494141
	Iteration 38Q: 3 clusters Score -1.173188e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -11731931.000000 Penalty: 5677.494141
	Iteration 39Q: 3 clusters Score -1.173193e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -11731949.000000 Penalty: 5677.494141
	Iteration 40F: 3 clusters Score -1.173195e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -11731994.000000 Penalty: 5677.494141
	Iteration 41Q: 3 clusters Score -1.173199e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -11732000.000000 Penalty: 5677.494141
	Iteration 42Q: 3 clusters Score -1.1732e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -11732016.000000 Penalty: 5677.494141
	Iteration 43Q: 3 clusters Score -1.173202e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -11732067.000000 Penalty: 5677.494141
	Iteration 44Q: 3 clusters Score -1.173207e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -11732078.000000 Penalty: 5677.494141
	Iteration 45Q: 3 clusters Score -1.173208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -11732103.000000 Penalty: 5677.494141
	Iteration 46Q: 3 clusters Score -1.17321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -11732110.000000 Penalty: 5677.494141
	Iteration 47Q: 3 clusters Score -1.173211e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -11732132.000000 Penalty: 5677.494141
	Iteration 48Q: 3 clusters Score -1.173213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11732130.000000 Penalty: 5677.494141
	Iteration 49Q: 3 clusters Score -1.173213e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -11732117.000000 Penalty: 5677.494141
	Iteration 50Q: 3 clusters Score -1.173212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -11732127.000000 Penalty: 5677.494141
	Iteration 51Q: 3 clusters Score -1.173213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -11732150.000000 Penalty: 5677.494141
	Iteration 52Q: 3 clusters Score -1.173215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -11732156.000000 Penalty: 5677.494141
	Iteration 53Q: 3 clusters Score -1.173216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -11732183.000000 Penalty: 5677.494141
	Iteration 54Q: 3 clusters Score -1.173218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11732174.000000 Penalty: 5677.494141
	Iteration 55Q: 3 clusters Score -1.173217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -11732168.000000 Penalty: 5677.494141
	Iteration 56Q: 3 clusters Score -1.173217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -11732165.000000 Penalty: 5677.494141
	Iteration 57Q: 3 clusters Score -1.173216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -11732159.000000 Penalty: 5677.494141
	Iteration 58Q: 3 clusters Score -1.173216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -11732169.000000 Penalty: 5677.494141
	Iteration 59Q: 3 clusters Score -1.173217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -11732167.000000 Penalty: 5677.494141
	Iteration 60F: 3 clusters Score -1.173217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -11732177.000000 Penalty: 5677.494141
	Iteration 61Q: 3 clusters Score -1.173218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -11732175.000000 Penalty: 5677.494141
	Iteration 62Q: 3 clusters Score -1.173218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -11732177.000000 Penalty: 5677.494141
	Iteration 63Q: 3 clusters Score -1.173218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -11732167.000000 Penalty: 5677.494141
	Iteration 64Q: 3 clusters Score -1.173217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -11732168.000000 Penalty: 5677.494141
	Iteration 65Q: 3 clusters Score -1.173217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11732173.000000 Penalty: 5677.494141
	Iteration 66Q: 3 clusters Score -1.173217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -11732175.000000 Penalty: 5677.494141
	Iteration 67Q: 3 clusters Score -1.173218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -11732183.000000 Penalty: 5677.494141
	Iteration 68Q: 3 clusters Score -1.173218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -11732176.000000 Penalty: 5677.494141
	Iteration 69Q: 3 clusters Score -1.173218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -11732164.000000 Penalty: 5677.494141
	Iteration 70Q: 3 clusters Score -1.173216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -11732168.000000 Penalty: 5677.494141
	Iteration 71Q: 3 clusters Score -1.173217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -11732180.000000 Penalty: 5677.494141
	Iteration 72Q: 3 clusters Score -1.173218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -11732184.000000 Penalty: 5677.494141
	Iteration 73Q: 3 clusters Score -1.173218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -11732184.000000 Penalty: 5677.494141
	Iteration 74Q: 3 clusters Score -1.173218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -11732183.000000 Penalty: 5677.494141
	Iteration 75Q: 3 clusters Score -1.173218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -11732193.000000 Penalty: 5677.494141
	Iteration 76Q: 3 clusters Score -1.173219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -11732207.000000 Penalty: 5677.494141
	Iteration 77Q: 3 clusters Score -1.173221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -11732195.000000 Penalty: 5677.494141
	Iteration 78Q: 3 clusters Score -1.17322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11732186.000000 Penalty: 5677.494141
	Iteration 79Q: 3 clusters Score -1.173219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -11732207.000000 Penalty: 5677.494141
	Iteration 80F: 3 clusters Score -1.173221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11732222.000000 Penalty: 5677.494141
	Iteration 81Q: 3 clusters Score -1.173222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -11732218.000000 Penalty: 5677.494141
	Iteration 82Q: 3 clusters Score -1.173222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -11732237.000000 Penalty: 5677.494141
	Iteration 83Q: 3 clusters Score -1.173224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -11732228.000000 Penalty: 5677.494141
	Iteration 84Q: 3 clusters Score -1.173223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11732243.000000 Penalty: 5677.494141
	Iteration 85Q: 3 clusters Score -1.173224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -11732234.000000 Penalty: 5677.494141
	Iteration 86Q: 3 clusters Score -1.173223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -11732230.000000 Penalty: 5677.494141
	Iteration 87Q: 3 clusters Score -1.173223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -11732234.000000 Penalty: 5677.494141
	Iteration 88Q: 3 clusters Score -1.173223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -11732225.000000 Penalty: 5677.494141
	Iteration 89Q: 3 clusters Score -1.173222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -11732229.000000 Penalty: 5677.494141
	Iteration 90Q: 3 clusters Score -1.173223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -11732230.000000 Penalty: 5677.494141
	Iteration 91Q: 3 clusters Score -1.173223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -11732224.000000 Penalty: 5677.494141
	Iteration 92Q: 3 clusters Score -1.173222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -11732222.000000 Penalty: 5677.494141
	Iteration 93Q: 3 clusters Score -1.173222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -11732226.000000 Penalty: 5677.494141
	Iteration 94Q: 3 clusters Score -1.173223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -11732223.000000 Penalty: 5677.494141
	Iteration 95Q: 3 clusters Score -1.173222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -11732221.000000 Penalty: 5677.494141
	Iteration 96Q: 3 clusters Score -1.173222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -11732235.000000 Penalty: 5677.494141
	Iteration 97Q: 3 clusters Score -1.173224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -11732239.000000 Penalty: 5677.494141
	Iteration 98Q: 3 clusters Score -1.173224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -11732235.000000 Penalty: 5677.494141
	Iteration 99Q: 3 clusters Score -1.173224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -11732241.000000 Penalty: 5677.494141
	Iteration 100F: 3 clusters Score -1.173224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 101Q: 3 clusters Score -1.173224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 102Q: 3 clusters Score -1.173224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11732234.000000 Penalty: 5677.494141
	Iteration 103Q: 3 clusters Score -1.173223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -11732236.000000 Penalty: 5677.494141
	Iteration 104Q: 3 clusters Score -1.173224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 105Q: 3 clusters Score -1.173224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 106Q: 3 clusters Score -1.173224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -11732244.000000 Penalty: 5677.494141
	Iteration 107Q: 3 clusters Score -1.173224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 108Q: 3 clusters Score -1.173224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11732238.000000 Penalty: 5677.494141
	Iteration 109F: 3 clusters Score -1.173224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 89396 members 
Entering Unmasked Estep 
Score: -141936928.000000 Penalty: 135147.703125
Splitting cluster 23 changes total score from -141914832.000000 to -141936928.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -823921.937500 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -823921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -818283.937500 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -818283.9 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -819694.812500 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -819694.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -819967.562500 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -819967.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -820263.562500 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -820263.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -820583.500000 Penalty: 4379.078125
	Iteration 4F: 3 clusters Score -820583.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -820870.937500 Penalty: 4379.078125
	Iteration 5F: 3 clusters Score -820870.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -821121.187500 Penalty: 4379.078125
	Iteration 6F: 3 clusters Score -821121.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -821363.937500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -821363.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -821577.375000 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -821577.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -821757.812500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -821757.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -821891.125000 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -821891.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -821977.437500 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -821977.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -822044.812500 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -822044.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -822109.750000 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -822109.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -822151.687500 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -822151.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -822188.312500 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -822188.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -822224.187500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -822224.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -822262.312500 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -822262.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -822294.437500 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -822294.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -822316.687500 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -822316.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -822335.437500 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -822335.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -822354.375000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -822354.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -822369.187500 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -822369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -822378.562500 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -822378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -822384.500000 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -822384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -822391.625000 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -822391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -822402.500000 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -822402.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -822413.937500 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -822413.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -822430.062500 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -822430.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -822447.125000 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -822447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -822461.062500 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -822461.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -822478.375000 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -822478.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -822491.062500 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -822491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -822508.125000 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -822508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -822519.937500 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -822519.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -822526.937500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -822526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -822532.937500 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -822532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -822540.937500 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -822540.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -822543.125000 Penalty: 4379.078125
	Iteration 38Q: 3 clusters Score -822543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -822546.625000 Penalty: 4379.078125
	Iteration 39Q: 3 clusters Score -822546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -822548.687500 Penalty: 4379.078125
	Iteration 40F: 3 clusters Score -822548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -822549.562500 Penalty: 4379.078125
	Iteration 41Q: 3 clusters Score -822549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -822550.250000 Penalty: 4379.078125
	Iteration 42Q: 3 clusters Score -822550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -822551.062500 Penalty: 4379.078125
	Iteration 43Q: 3 clusters Score -822551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -822552.750000 Penalty: 4379.078125
	Iteration 44Q: 3 clusters Score -822552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -822553.812500 Penalty: 4379.078125
	Iteration 45Q: 3 clusters Score -822553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -822554.437500 Penalty: 4379.078125
	Iteration 46Q: 3 clusters Score -822554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -822555.000000 Penalty: 4379.078125
	Iteration 47Q: 3 clusters Score -822555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -822556.750000 Penalty: 4379.078125
	Iteration 48Q: 3 clusters Score -822556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -822556.750000 Penalty: 4379.078125
	Iteration 49Q: 3 clusters Score -822556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -822558.062500 Penalty: 4379.078125
	Iteration 50Q: 3 clusters Score -822558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -822556.500000 Penalty: 4379.078125
	Iteration 51Q: 3 clusters Score -822556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -822559.437500 Penalty: 4379.078125
	Iteration 52Q: 3 clusters Score -822559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -822558.375000 Penalty: 4379.078125
	Iteration 53Q: 3 clusters Score -822558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -822558.375000 Penalty: 4379.078125
	Iteration 54F: 3 clusters Score -822558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -1607677.500000 Penalty: 2344.200928
	Iteration 0F: 2 clusters Score -1607678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1598319.250000 Penalty: 4688.401855
	Iteration 0F: 3 clusters Score -1598319 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1601250.000000 Penalty: 4688.401855
	Iteration 1F: 3 clusters Score -1601250 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1601938.625000 Penalty: 4688.401855
	Iteration 2F: 3 clusters Score -1601939 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1602733.625000 Penalty: 4688.401855
	Iteration 3F: 3 clusters Score -1602734 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1603497.500000 Penalty: 4688.401855
	Iteration 4F: 3 clusters Score -1603498 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1604343.125000 Penalty: 4688.401855
	Iteration 5F: 3 clusters Score -1604343 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1605184.250000 Penalty: 4688.401855
	Iteration 6F: 3 clusters Score -1605184 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1605900.750000 Penalty: 4688.401855
	Iteration 7F: 3 clusters Score -1605901 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1606456.500000 Penalty: 4688.401855
	Iteration 8Q: 3 clusters Score -1606456 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1606802.000000 Penalty: 4688.401855
	Iteration 9Q: 3 clusters Score -1606802 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1607032.875000 Penalty: 4688.401855
	Iteration 10Q: 3 clusters Score -1607033 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1607166.625000 Penalty: 4688.401855
	Iteration 11Q: 3 clusters Score -1607167 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1607260.875000 Penalty: 4688.401855
	Iteration 12Q: 3 clusters Score -1607261 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1607329.375000 Penalty: 4688.401855
	Iteration 13Q: 3 clusters Score -1607329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1607371.625000 Penalty: 4688.401855
	Iteration 14Q: 3 clusters Score -1607372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1607389.875000 Penalty: 4688.401855
	Iteration 15Q: 3 clusters Score -1607390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1607400.625000 Penalty: 4688.401855
	Iteration 16Q: 3 clusters Score -1607401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1607408.625000 Penalty: 4688.401855
	Iteration 17Q: 3 clusters Score -1607409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1607412.625000 Penalty: 4688.401855
	Iteration 18Q: 3 clusters Score -1607413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1607410.875000 Penalty: 4688.401855
	Iteration 19Q: 3 clusters Score -1607411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1607410.750000 Penalty: 4688.401855
	Iteration 20F: 3 clusters Score -1607411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1607415.500000 Penalty: 4688.401855
	Iteration 21Q: 3 clusters Score -1607416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1607415.125000 Penalty: 4688.401855
	Iteration 22Q: 3 clusters Score -1607415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1607415.875000 Penalty: 4688.401855
	Iteration 23Q: 3 clusters Score -1607416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1607414.125000 Penalty: 4688.401855
	Iteration 24Q: 3 clusters Score -1607414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1607417.625000 Penalty: 4688.401855
	Iteration 25Q: 3 clusters Score -1607418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1607417.000000 Penalty: 4688.401855
	Iteration 26Q: 3 clusters Score -1607417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1607419.875000 Penalty: 4688.401855
	Iteration 27Q: 3 clusters Score -1607420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1607417.375000 Penalty: 4688.401855
	Iteration 28Q: 3 clusters Score -1607417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1607417.375000 Penalty: 4688.401855
	Iteration 29F: 3 clusters Score -1607417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -437754.343750 Penalty: 2051.724365
	Iteration 0F: 2 clusters Score -437754.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433942.812500 Penalty: 4103.448730
	Iteration 0F: 3 clusters Score -433942.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -434947.187500 Penalty: 4103.448730
	Iteration 1F: 3 clusters Score -434947.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -435431.343750 Penalty: 4103.448730
	Iteration 2F: 3 clusters Score -435431.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -435907.562500 Penalty: 4103.448730
	Iteration 3F: 3 clusters Score -435907.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -436385.718750 Penalty: 4103.448730
	Iteration 4F: 3 clusters Score -436385.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -436735.093750 Penalty: 4103.448730
	Iteration 5F: 3 clusters Score -436735.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -436944.781250 Penalty: 4103.448730
	Iteration 6Q: 3 clusters Score -436944.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -437067.218750 Penalty: 4103.448730
	Iteration 7Q: 3 clusters Score -437067.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -437179.937500 Penalty: 4103.448730
	Iteration 8Q: 3 clusters Score -437179.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -437286.343750 Penalty: 4103.448730
	Iteration 9Q: 3 clusters Score -437286.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -437378.531250 Penalty: 4103.448730
	Iteration 10Q: 3 clusters Score -437378.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -437453.000000 Penalty: 4103.448730
	Iteration 11Q: 3 clusters Score -437453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -437503.218750 Penalty: 4103.448730
	Iteration 12Q: 3 clusters Score -437503.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -437556.156250 Penalty: 4103.448730
	Iteration 13Q: 3 clusters Score -437556.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437613.812500 Penalty: 4103.448730
	Iteration 14Q: 3 clusters Score -437613.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437673.312500 Penalty: 4103.448730
	Iteration 15Q: 3 clusters Score -437673.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -437708.531250 Penalty: 4103.448730
	Iteration 16Q: 3 clusters Score -437708.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437741.343750 Penalty: 4103.448730
	Iteration 17Q: 3 clusters Score -437741.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -437765.625000 Penalty: 4103.448730
	Iteration 18Q: 3 clusters Score -437765.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -437785.781250 Penalty: 4103.448730
	Iteration 19Q: 3 clusters Score -437785.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -437804.781250 Penalty: 4103.448730
	Iteration 20F: 3 clusters Score -437804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -437819.593750 Penalty: 4103.448730
	Iteration 21Q: 3 clusters Score -437819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -437830.031250 Penalty: 4103.448730
	Iteration 22Q: 3 clusters Score -437830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437841.656250 Penalty: 4103.448730
	Iteration 23Q: 3 clusters Score -437841.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -437849.250000 Penalty: 4103.448730
	Iteration 24Q: 3 clusters Score -437849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437852.812500 Penalty: 4103.448730
	Iteration 25Q: 3 clusters Score -437852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437855.718750 Penalty: 4103.448730
	Iteration 26Q: 3 clusters Score -437855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -437857.406250 Penalty: 4103.448730
	Iteration 27Q: 3 clusters Score -437857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -437858.937500 Penalty: 4103.448730
	Iteration 28Q: 3 clusters Score -437858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -437858.687500 Penalty: 4103.448730
	Iteration 29Q: 3 clusters Score -437858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -437858.687500 Penalty: 4103.448730
	Iteration 30F: 3 clusters Score -437858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 2165 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 89396 members 
Mstep: Class 40 contains 1752 members 
Entering Unmasked Estep 
Score: -141935648.000000 Penalty: 138613.031250
Splitting cluster 26 changes total score from -141914832.000000 to -141935648.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -322064.718750 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -322064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -318977.187500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -318977.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -320394.125000 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -320394.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -321883.281250 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -321883.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -324658.250000 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -324658.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -327390.500000 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -327390.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -329630.125000 Penalty: 3984.533447
	Iteration 5F: 3 clusters Score -329630.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -331659.500000 Penalty: 3984.533447
	Iteration 6F: 3 clusters Score -331659.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -333182.468750 Penalty: 3984.533447
	Iteration 7F: 3 clusters Score -333182.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -333754.562500 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -333754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -333756.125000 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -333756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -333756.125000 Penalty: 3984.533447
	Iteration 10F: 3 clusters Score -333756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 2165 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 15141 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 89396 members 
Mstep: Class 40 contains 1752 members 
Mstep: Class 41 contains 1237 members 
Entering Unmasked Estep 
Score: -141947520.000000 Penalty: 142078.359375
Splitting cluster 27 changes total score from -141914832.000000 to -141947520.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (15141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Entering Unmasked Estep 
Score: -1848663.875000 Penalty: 2387.040039
	Iteration 0F: 2 clusters Score -1848664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1837679.250000 Penalty: 4774.080078
	Iteration 0F: 3 clusters Score -1837679 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1841206.250000 Penalty: 4774.080078
	Iteration 1F: 3 clusters Score -1841206 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1841588.500000 Penalty: 4774.080078
	Iteration 2F: 3 clusters Score -1841588 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1841887.750000 Penalty: 4774.080078
	Iteration 3Q: 3 clusters Score -1841888 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1842147.000000 Penalty: 4774.080078
	Iteration 4Q: 3 clusters Score -1842147 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1842396.125000 Penalty: 4774.080078
	Iteration 5Q: 3 clusters Score -1842396 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1842655.500000 Penalty: 4774.080078
	Iteration 6Q: 3 clusters Score -1842656 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1842947.000000 Penalty: 4774.080078
	Iteration 7Q: 3 clusters Score -1842947 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1843278.750000 Penalty: 4774.080078
	Iteration 8Q: 3 clusters Score -1843279 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1843735.500000 Penalty: 4774.080078
	Iteration 9Q: 3 clusters Score -1843736 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1844449.375000 Penalty: 4774.080078
	Iteration 10F: 3 clusters Score -1844449 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1845420.500000 Penalty: 4774.080078
	Iteration 11F: 3 clusters Score -1845420 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1846435.375000 Penalty: 4774.080078
	Iteration 12F: 3 clusters Score -1846435 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1847263.375000 Penalty: 4774.080078
	Iteration 13F: 3 clusters Score -1847263 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1847770.125000 Penalty: 4774.080078
	Iteration 14Q: 3 clusters Score -1847770 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1848058.125000 Penalty: 4774.080078
	Iteration 15Q: 3 clusters Score -1848058 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1848233.125000 Penalty: 4774.080078
	Iteration 16Q: 3 clusters Score -1848233 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1848326.875000 Penalty: 4774.080078
	Iteration 17Q: 3 clusters Score -1848327 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1848415.250000 Penalty: 4774.080078
	Iteration 18Q: 3 clusters Score -1848415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1848468.875000 Penalty: 4774.080078
	Iteration 19Q: 3 clusters Score -1848469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1848541.500000 Penalty: 4774.080078
	Iteration 20F: 3 clusters Score -1848542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1848611.125000 Penalty: 4774.080078
	Iteration 21Q: 3 clusters Score -1848611 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1848660.000000 Penalty: 4774.080078
	Iteration 22Q: 3 clusters Score -1848660 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1848725.750000 Penalty: 4774.080078
	Iteration 23Q: 3 clusters Score -1848726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1848800.625000 Penalty: 4774.080078
	Iteration 24Q: 3 clusters Score -1848801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1848896.250000 Penalty: 4774.080078
	Iteration 25Q: 3 clusters Score -1848896 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1848989.000000 Penalty: 4774.080078
	Iteration 26Q: 3 clusters Score -1848989 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1849083.375000 Penalty: 4774.080078
	Iteration 27Q: 3 clusters Score -1849083 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1849186.250000 Penalty: 4774.080078
	Iteration 28Q: 3 clusters Score -1849186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1849256.750000 Penalty: 4774.080078
	Iteration 29Q: 3 clusters Score -1849257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1849311.625000 Penalty: 4774.080078
	Iteration 30Q: 3 clusters Score -1849312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1849346.750000 Penalty: 4774.080078
	Iteration 31Q: 3 clusters Score -1849347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1849370.875000 Penalty: 4774.080078
	Iteration 32Q: 3 clusters Score -1849371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1849386.750000 Penalty: 4774.080078
	Iteration 33Q: 3 clusters Score -1849387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1849407.125000 Penalty: 4774.080078
	Iteration 34Q: 3 clusters Score -1849407 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1849425.250000 Penalty: 4774.080078
	Iteration 35Q: 3 clusters Score -1849425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1849439.750000 Penalty: 4774.080078
	Iteration 36Q: 3 clusters Score -1849440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1849459.750000 Penalty: 4774.080078
	Iteration 37Q: 3 clusters Score -1849460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1849474.625000 Penalty: 4774.080078
	Iteration 38Q: 3 clusters Score -1849475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1849483.375000 Penalty: 4774.080078
	Iteration 39Q: 3 clusters Score -1849483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1849497.750000 Penalty: 4774.080078
	Iteration 40F: 3 clusters Score -1849498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1849504.875000 Penalty: 4774.080078
	Iteration 41Q: 3 clusters Score -1849505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1849514.250000 Penalty: 4774.080078
	Iteration 42Q: 3 clusters Score -1849514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1849530.375000 Penalty: 4774.080078
	Iteration 43Q: 3 clusters Score -1849530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1849534.750000 Penalty: 4774.080078
	Iteration 44Q: 3 clusters Score -1849535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1849542.250000 Penalty: 4774.080078
	Iteration 45Q: 3 clusters Score -1849542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1849545.125000 Penalty: 4774.080078
	Iteration 46Q: 3 clusters Score -1849545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1849552.250000 Penalty: 4774.080078
	Iteration 47Q: 3 clusters Score -1849552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1849548.750000 Penalty: 4774.080078
	Iteration 48Q: 3 clusters Score -1849549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1849551.125000 Penalty: 4774.080078
	Iteration 49Q: 3 clusters Score -1849551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1849554.750000 Penalty: 4774.080078
	Iteration 50Q: 3 clusters Score -1849555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1849554.500000 Penalty: 4774.080078
	Iteration 51Q: 3 clusters Score -1849554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1849555.500000 Penalty: 4774.080078
	Iteration 52Q: 3 clusters Score -1849556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1849561.875000 Penalty: 4774.080078
	Iteration 53Q: 3 clusters Score -1849562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1849560.625000 Penalty: 4774.080078
	Iteration 54Q: 3 clusters Score -1849561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1849559.125000 Penalty: 4774.080078
	Iteration 55Q: 3 clusters Score -1849559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1849563.000000 Penalty: 4774.080078
	Iteration 56Q: 3 clusters Score -1849563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1849562.125000 Penalty: 4774.080078
	Iteration 57Q: 3 clusters Score -1849562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1849565.625000 Penalty: 4774.080078
	Iteration 58Q: 3 clusters Score -1849566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1849563.625000 Penalty: 4774.080078
	Iteration 59Q: 3 clusters Score -1849564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1849560.750000 Penalty: 4774.080078
	Iteration 60F: 3 clusters Score -1849561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1849561.750000 Penalty: 4774.080078
	Iteration 61Q: 3 clusters Score -1849562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1849561.750000 Penalty: 4774.080078
	Iteration 62F: 3 clusters Score -1849562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 2165 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 89396 members 
Mstep: Class 40 contains 1752 members 
Mstep: Class 41 contains 1237 members 
Mstep: Class 42 contains 4049 members 
Entering Unmasked Estep 
Score: -141947024.000000 Penalty: 145543.687500
Splitting cluster 28 changes total score from -141914832.000000 to -141947024.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132444.656250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132444.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132864.750000 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132864.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133012.359375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133012.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133097.515625 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -133097.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133172.578125 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -133172.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133227.093750 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -133227.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133257.390625 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -133257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133283.281250 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -133283.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133333.265625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -133333.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133427.312500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -133427.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133481.750000 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -133481.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133512.281250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -133512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133532.265625 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -133532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133544.859375 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -133544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133552.703125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -133552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133561.734375 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -133561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133572.546875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -133572.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133591.812500 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -133591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133615.343750 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -133615.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133648.562500 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -133648.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133681.125000 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -133681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133774.515625 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -133774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133828.421875 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -133828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133858.640625 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -133858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133881.562500 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -133881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133891.078125 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -133891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133896.953125 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -133897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133897.796875 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -133897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133898.296875 Penalty: 3508.341797
	Iteration 28Q: 3 clusters Score -133898.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133898.296875 Penalty: 3508.341797
	Iteration 29F: 3 clusters Score -133898.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -273996.125000 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -273996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271243.062500 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -271243.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271753.000000 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -271753 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271887.218750 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -271887.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -271949.218750 Penalty: 3812.108887
	Iteration 3Q: 3 clusters Score -271949.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -271991.937500 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -271991.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272008.187500 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -272008.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -272020.187500 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -272020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -272031.937500 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -272031.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -272040.125000 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -272040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -272048.375000 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -272048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272052.031250 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -272052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -272060.375000 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -272060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -272063.281250 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -272063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272065.906250 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -272065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -272069.218750 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -272069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272072.562500 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -272072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272078.000000 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -272078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272083.156250 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -272083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272088.218750 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -272088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -272091.187500 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -272091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -272091.937500 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -272091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272093.218750 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -272093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -272093.218750 Penalty: 3812.108887
	Iteration 22F: 3 clusters Score -272093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (61301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Entering Unmasked Estep 
Score: -7697935.000000 Penalty: 2733.840576
	Iteration 0F: 2 clusters Score -7697935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -7656875.000000 Penalty: 5467.681152
	Iteration 0F: 3 clusters Score -7656875 nChanged 28589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7672766.500000 Penalty: 5467.681152
	Iteration 1F: 3 clusters Score -7672766 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7673363.500000 Penalty: 5467.681152
	Iteration 2Q: 3 clusters Score -7673364 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -7674025.000000 Penalty: 5467.681152
	Iteration 3Q: 3 clusters Score -7674025 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7674775.500000 Penalty: 5467.681152
	Iteration 4Q: 3 clusters Score -7674776 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -7675535.000000 Penalty: 5467.681152
	Iteration 5Q: 3 clusters Score -7675535 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -7676604.000000 Penalty: 5467.681152
	Iteration 6Q: 3 clusters Score -7676604 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -7678064.500000 Penalty: 5467.681152
	Iteration 7Q: 3 clusters Score -7678064 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -7679864.500000 Penalty: 5467.681152
	Iteration 8F: 3 clusters Score -7679864 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -7682134.500000 Penalty: 5467.681152
	Iteration 9F: 3 clusters Score -7682134 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -7684733.000000 Penalty: 5467.681152
	Iteration 10F: 3 clusters Score -7684733 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -7687557.500000 Penalty: 5467.681152
	Iteration 11F: 3 clusters Score -7687558 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -7690021.000000 Penalty: 5467.681152
	Iteration 12Q: 3 clusters Score -7690021 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7691837.500000 Penalty: 5467.681152
	Iteration 13Q: 3 clusters Score -7691838 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7693086.000000 Penalty: 5467.681152
	Iteration 14Q: 3 clusters Score -7693086 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7693897.000000 Penalty: 5467.681152
	Iteration 15Q: 3 clusters Score -7693897 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7694449.500000 Penalty: 5467.681152
	Iteration 16Q: 3 clusters Score -7694450 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7694763.500000 Penalty: 5467.681152
	Iteration 17Q: 3 clusters Score -7694764 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7694965.000000 Penalty: 5467.681152
	Iteration 18Q: 3 clusters Score -7694965 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7695107.000000 Penalty: 5467.681152
	Iteration 19Q: 3 clusters Score -7695107 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7695227.500000 Penalty: 5467.681152
	Iteration 20F: 3 clusters Score -7695228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7695290.500000 Penalty: 5467.681152
	Iteration 21Q: 3 clusters Score -7695290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7695341.500000 Penalty: 5467.681152
	Iteration 22Q: 3 clusters Score -7695342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7695375.000000 Penalty: 5467.681152
	Iteration 23Q: 3 clusters Score -7695375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7695405.500000 Penalty: 5467.681152
	Iteration 24Q: 3 clusters Score -7695406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7695432.500000 Penalty: 5467.681152
	Iteration 25Q: 3 clusters Score -7695432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7695463.500000 Penalty: 5467.681152
	Iteration 26Q: 3 clusters Score -7695464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7695495.000000 Penalty: 5467.681152
	Iteration 27Q: 3 clusters Score -7695495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7695525.500000 Penalty: 5467.681152
	Iteration 28Q: 3 clusters Score -7695526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7695529.000000 Penalty: 5467.681152
	Iteration 29Q: 3 clusters Score -7695529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7695526.500000 Penalty: 5467.681152
	Iteration 30Q: 3 clusters Score -7695526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7695552.000000 Penalty: 5467.681152
	Iteration 31Q: 3 clusters Score -7695552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7695562.500000 Penalty: 5467.681152
	Iteration 32Q: 3 clusters Score -7695562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7695561.500000 Penalty: 5467.681152
	Iteration 33Q: 3 clusters Score -7695562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7695581.500000 Penalty: 5467.681152
	Iteration 34Q: 3 clusters Score -7695582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7695595.000000 Penalty: 5467.681152
	Iteration 35Q: 3 clusters Score -7695595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7695600.000000 Penalty: 5467.681152
	Iteration 36Q: 3 clusters Score -7695600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7695606.500000 Penalty: 5467.681152
	Iteration 37Q: 3 clusters Score -7695606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7695607.000000 Penalty: 5467.681152
	Iteration 38Q: 3 clusters Score -7695607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7695612.500000 Penalty: 5467.681152
	Iteration 39Q: 3 clusters Score -7695612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7695623.500000 Penalty: 5467.681152
	Iteration 40F: 3 clusters Score -7695624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7695620.000000 Penalty: 5467.681152
	Iteration 41Q: 3 clusters Score -7695620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7695634.500000 Penalty: 5467.681152
	Iteration 42Q: 3 clusters Score -7695634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7695628.000000 Penalty: 5467.681152
	Iteration 43Q: 3 clusters Score -7695628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7695631.500000 Penalty: 5467.681152
	Iteration 44Q: 3 clusters Score -7695632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7695633.000000 Penalty: 5467.681152
	Iteration 45Q: 3 clusters Score -7695633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7695634.500000 Penalty: 5467.681152
	Iteration 46Q: 3 clusters Score -7695634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7695629.500000 Penalty: 5467.681152
	Iteration 47Q: 3 clusters Score -7695630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7695629.000000 Penalty: 5467.681152
	Iteration 48Q: 3 clusters Score -7695629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7695629.000000 Penalty: 5467.681152
	Iteration 49F: 3 clusters Score -7695629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -1173457.125000 Penalty: 2277.732910
	Iteration 0F: 2 clusters Score -1173457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1165931.125000 Penalty: 4555.465820
	Iteration 0F: 3 clusters Score -1165931 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1168120.875000 Penalty: 4555.465820
	Iteration 1F: 3 clusters Score -1168121 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1168450.000000 Penalty: 4555.465820
	Iteration 2F: 3 clusters Score -1168450 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1168697.625000 Penalty: 4555.465820
	Iteration 3F: 3 clusters Score -1168698 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1168930.250000 Penalty: 4555.465820
	Iteration 4Q: 3 clusters Score -1168930 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1169185.875000 Penalty: 4555.465820
	Iteration 5Q: 3 clusters Score -1169186 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1169553.125000 Penalty: 4555.465820
	Iteration 6Q: 3 clusters Score -1169553 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1170182.125000 Penalty: 4555.465820
	Iteration 7F: 3 clusters Score -1170182 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1171109.500000 Penalty: 4555.465820
	Iteration 8F: 3 clusters Score -1171110 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1171960.375000 Penalty: 4555.465820
	Iteration 9F: 3 clusters Score -1171960 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1172583.625000 Penalty: 4555.465820
	Iteration 10F: 3 clusters Score -1172584 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1172969.875000 Penalty: 4555.465820
	Iteration 11Q: 3 clusters Score -1172970 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1173203.375000 Penalty: 4555.465820
	Iteration 12Q: 3 clusters Score -1173203 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1173375.750000 Penalty: 4555.465820
	Iteration 13Q: 3 clusters Score -1173376 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1173522.375000 Penalty: 4555.465820
	Iteration 14Q: 3 clusters Score -1173522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1173646.500000 Penalty: 4555.465820
	Iteration 15Q: 3 clusters Score -1173646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1173734.875000 Penalty: 4555.465820
	Iteration 16Q: 3 clusters Score -1173735 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1173773.875000 Penalty: 4555.465820
	Iteration 17Q: 3 clusters Score -1173774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1173800.250000 Penalty: 4555.465820
	Iteration 18Q: 3 clusters Score -1173800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1173818.625000 Penalty: 4555.465820
	Iteration 19Q: 3 clusters Score -1173819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1173834.375000 Penalty: 4555.465820
	Iteration 20F: 3 clusters Score -1173834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1173847.875000 Penalty: 4555.465820
	Iteration 21Q: 3 clusters Score -1173848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1173856.750000 Penalty: 4555.465820
	Iteration 22Q: 3 clusters Score -1173857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1173864.875000 Penalty: 4555.465820
	Iteration 23Q: 3 clusters Score -1173865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1173873.750000 Penalty: 4555.465820
	Iteration 24Q: 3 clusters Score -1173874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1173884.500000 Penalty: 4555.465820
	Iteration 25Q: 3 clusters Score -1173884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1173896.000000 Penalty: 4555.465820
	Iteration 26Q: 3 clusters Score -1173896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1173897.250000 Penalty: 4555.465820
	Iteration 27Q: 3 clusters Score -1173897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1173901.125000 Penalty: 4555.465820
	Iteration 28Q: 3 clusters Score -1173901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1173901.625000 Penalty: 4555.465820
	Iteration 29Q: 3 clusters Score -1173902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1173899.875000 Penalty: 4555.465820
	Iteration 30Q: 3 clusters Score -1173900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1173904.250000 Penalty: 4555.465820
	Iteration 31Q: 3 clusters Score -1173904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1173900.625000 Penalty: 4555.465820
	Iteration 32Q: 3 clusters Score -1173901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1173901.000000 Penalty: 4555.465820
	Iteration 33Q: 3 clusters Score -1173901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1173902.000000 Penalty: 4555.465820
	Iteration 34Q: 3 clusters Score -1173902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1173903.250000 Penalty: 4555.465820
	Iteration 35Q: 3 clusters Score -1173903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1173903.750000 Penalty: 4555.465820
	Iteration 36Q: 3 clusters Score -1173904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1173904.625000 Penalty: 4555.465820
	Iteration 37Q: 3 clusters Score -1173905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1173903.625000 Penalty: 4555.465820
	Iteration 38Q: 3 clusters Score -1173904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1173906.375000 Penalty: 4555.465820
	Iteration 39Q: 3 clusters Score -1173906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1173906.125000 Penalty: 4555.465820
	Iteration 40F: 3 clusters Score -1173906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 2165 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 3519 members 
Mstep: Class 33 contains 28605 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 14069 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 89396 members 
Mstep: Class 40 contains 1752 members 
Mstep: Class 41 contains 1237 members 
Mstep: Class 42 contains 4049 members 
Mstep: Class 43 contains 6225 members 
Entering Unmasked Estep 
Score: -141946336.000000 Penalty: 149009.015625
Splitting cluster 32 changes total score from -141914832.000000 to -141946336.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 14547 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 9995 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 54949 members 
Mstep: Class 8 contains 76999 members 
Mstep: Class 9 contains 169561 members 
Mstep: Class 10 contains 25707 members 
Mstep: Class 11 contains 12153 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 57501 members 
Mstep: Class 14 contains 3764 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 346198 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 32614 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 695 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 12739 members 
Mstep: Class 26 contains 2165 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2177 members 
Mstep: Class 31 contains 61301 members 
Mstep: Class 32 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141953040.000000 Penalty: 149009.015625
Iteration 79Q: 44 clusters Score -1.41953e+08 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 14613 members 
Mstep: Class 3 contains 21463 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 54853 members 
Mstep: Class 8 contains 75592 members 
Mstep: Class 9 contains 169142 members 
Mstep: Class 10 contains 25961 members 
Mstep: Class 11 contains 12094 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 57391 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5923 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 349419 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 32814 members 
Mstep: Class 20 contains 5412 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 6811 members 
Mstep: Class 25 contains 12745 members 
Mstep: Class 26 contains 2514 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 11517 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 61293 members 
Mstep: Class 32 contains 3604 members 
Mstep: Class 33 contains 27845 members 
Mstep: Class 34 contains 765 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 13851 members 
Mstep: Class 37 contains 12728 members 
Mstep: Class 38 contains 1377 members 
Mstep: Class 39 contains 87146 members 
Mstep: Class 40 contains 1669 members 
Mstep: Class 41 contains 1236 members 
Mstep: Class 42 contains 3915 members 
Mstep: Class 43 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141960064.000000 Penalty: 149009.015625
Iteration 80F: 44 clusters Score -1.419601e+08 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 21184 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 54679 members 
Mstep: Class 8 contains 74354 members 
Mstep: Class 9 contains 168591 members 
Mstep: Class 10 contains 25891 members 
Mstep: Class 11 contains 11989 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 57108 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 350445 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 32343 members 
Mstep: Class 20 contains 5444 members 
Mstep: Class 21 contains 14967 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 4759 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 1206 members 
Mstep: Class 28 contains 11782 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 60583 members 
Mstep: Class 32 contains 3590 members 
Mstep: Class 33 contains 28826 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 6287 members 
Mstep: Class 36 contains 14362 members 
Mstep: Class 37 contains 13280 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 87165 members 
Mstep: Class 40 contains 1841 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3926 members 
Mstep: Class 43 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141963728.000000 Penalty: 149009.015625
Iteration 81Q: 44 clusters Score -1.419637e+08 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 14426 members 
Mstep: Class 3 contains 21039 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 54576 members 
Mstep: Class 8 contains 73344 members 
Mstep: Class 9 contains 168197 members 
Mstep: Class 10 contains 25919 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 56934 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 430 members 
Mstep: Class 17 contains 351271 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 32072 members 
Mstep: Class 20 contains 5476 members 
Mstep: Class 21 contains 14880 members 
Mstep: Class 22 contains 672 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 6787 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 2977 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 12030 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 60114 members 
Mstep: Class 32 contains 3616 members 
Mstep: Class 33 contains 29466 members 
Mstep: Class 34 contains 789 members 
Mstep: Class 35 contains 6565 members 
Mstep: Class 36 contains 14492 members 
Mstep: Class 37 contains 13650 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 86956 members 
Mstep: Class 40 contains 1932 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3924 members 
Mstep: Class 43 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141964784.000000 Penalty: 149009.015625
Iteration 82Q: 44 clusters Score -1.419648e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 20980 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 54479 members 
Mstep: Class 8 contains 72565 members 
Mstep: Class 9 contains 167857 members 
Mstep: Class 10 contains 25935 members 
Mstep: Class 11 contains 11921 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 56780 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 351860 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 31880 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 21 contains 14824 members 
Mstep: Class 22 contains 667 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 6771 members 
Mstep: Class 25 contains 12908 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 12280 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 59738 members 
Mstep: Class 32 contains 3660 members 
Mstep: Class 33 contains 30003 members 
Mstep: Class 34 contains 798 members 
Mstep: Class 35 contains 6745 members 
Mstep: Class 36 contains 14550 members 
Mstep: Class 37 contains 13980 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 86691 members 
Mstep: Class 40 contains 2008 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3914 members 
Mstep: Class 43 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966368.000000 Penalty: 149009.015625
Iteration 83Q: 44 clusters Score -1.419664e+08 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 20959 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 54375 members 
Mstep: Class 8 contains 71881 members 
Mstep: Class 9 contains 167561 members 
Mstep: Class 10 contains 25928 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 56659 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 352273 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 31744 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 14797 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 5375 members 
Mstep: Class 24 contains 6760 members 
Mstep: Class 25 contains 12964 members 
Mstep: Class 26 contains 3289 members 
Mstep: Class 27 contains 920 members 
Mstep: Class 28 contains 12513 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 59471 members 
Mstep: Class 32 contains 3703 members 
Mstep: Class 33 contains 30446 members 
Mstep: Class 34 contains 808 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 14588 members 
Mstep: Class 37 contains 14287 members 
Mstep: Class 38 contains 1349 members 
Mstep: Class 39 contains 86474 members 
Mstep: Class 40 contains 2053 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3906 members 
Mstep: Class 43 contains 6116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141967344.000000 Penalty: 149009.015625
Iteration 84Q: 44 clusters Score -1.419673e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 10278 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 54310 members 
Mstep: Class 8 contains 71299 members 
Mstep: Class 9 contains 167369 members 
Mstep: Class 10 contains 25905 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 56544 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 352560 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 31633 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 14774 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 6744 members 
Mstep: Class 25 contains 13009 members 
Mstep: Class 26 contains 3418 members 
Mstep: Class 27 contains 867 members 
Mstep: Class 28 contains 12724 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2169 members 
Mstep: Class 31 contains 59254 members 
Mstep: Class 32 contains 3742 members 
Mstep: Class 33 contains 30826 members 
Mstep: Class 34 contains 826 members 
Mstep: Class 35 contains 6899 members 
Mstep: Class 36 contains 14633 members 
Mstep: Class 37 contains 14556 members 
Mstep: Class 38 contains 1334 members 
Mstep: Class 39 contains 86229 members 
Mstep: Class 40 contains 2096 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3903 members 
Mstep: Class 43 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968560.000000 Penalty: 149009.015625
Iteration 85Q: 44 clusters Score -1.419686e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 20897 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 10323 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 54252 members 
Mstep: Class 8 contains 70845 members 
Mstep: Class 9 contains 167226 members 
Mstep: Class 10 contains 25888 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 56416 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 352740 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 31521 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 14758 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 5745 members 
Mstep: Class 24 contains 6728 members 
Mstep: Class 25 contains 13049 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 12947 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2168 members 
Mstep: Class 31 contains 59055 members 
Mstep: Class 32 contains 3785 members 
Mstep: Class 33 contains 31189 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 6951 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 14790 members 
Mstep: Class 38 contains 1311 members 
Mstep: Class 39 contains 85950 members 
Mstep: Class 40 contains 2148 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3900 members 
Mstep: Class 43 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969344.000000 Penalty: 149009.015625
Iteration 86Q: 44 clusters Score -1.419693e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 20856 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 10368 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 54193 members 
Mstep: Class 8 contains 70471 members 
Mstep: Class 9 contains 167114 members 
Mstep: Class 10 contains 25867 members 
Mstep: Class 11 contains 11919 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 56267 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 352869 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 31445 members 
Mstep: Class 20 contains 5627 members 
Mstep: Class 21 contains 14750 members 
Mstep: Class 22 contains 642 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 6719 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 3603 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 13186 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 58900 members 
Mstep: Class 32 contains 3818 members 
Mstep: Class 33 contains 31522 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 6986 members 
Mstep: Class 36 contains 14721 members 
Mstep: Class 37 contains 14992 members 
Mstep: Class 38 contains 1282 members 
Mstep: Class 39 contains 85643 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3899 members 
Mstep: Class 43 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969648.000000 Penalty: 149009.015625
Iteration 87Q: 44 clusters Score -1.419696e+08 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 14365 members 
Mstep: Class 3 contains 20834 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 54125 members 
Mstep: Class 8 contains 70133 members 
Mstep: Class 9 contains 166986 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 56157 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353008 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 31370 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 14739 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 6112 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 3662 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 13402 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 58799 members 
Mstep: Class 32 contains 3849 members 
Mstep: Class 33 contains 31803 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 7008 members 
Mstep: Class 36 contains 14748 members 
Mstep: Class 37 contains 15205 members 
Mstep: Class 38 contains 1261 members 
Mstep: Class 39 contains 85318 members 
Mstep: Class 40 contains 2226 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3899 members 
Mstep: Class 43 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970176.000000 Penalty: 149009.015625
Iteration 88Q: 44 clusters Score -1.419702e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 20798 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 10441 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 54032 members 
Mstep: Class 8 contains 69844 members 
Mstep: Class 9 contains 166879 members 
Mstep: Class 10 contains 25801 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 56032 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353074 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 31333 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 14741 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 6270 members 
Mstep: Class 24 contains 6681 members 
Mstep: Class 25 contains 13136 members 
Mstep: Class 26 contains 3707 members 
Mstep: Class 27 contains 719 members 
Mstep: Class 28 contains 13616 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 58733 members 
Mstep: Class 32 contains 3876 members 
Mstep: Class 33 contains 32092 members 
Mstep: Class 34 contains 959 members 
Mstep: Class 35 contains 7033 members 
Mstep: Class 36 contains 14776 members 
Mstep: Class 37 contains 15405 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 85055 members 
Mstep: Class 40 contains 2246 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3895 members 
Mstep: Class 43 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970880.000000 Penalty: 149009.015625
Iteration 89Q: 44 clusters Score -1.419709e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 20760 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 10467 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53936 members 
Mstep: Class 8 contains 69569 members 
Mstep: Class 9 contains 166791 members 
Mstep: Class 10 contains 25764 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 55917 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 5527 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353191 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 31296 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 14747 members 
Mstep: Class 22 contains 594 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 13168 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 706 members 
Mstep: Class 28 contains 13809 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 58652 members 
Mstep: Class 32 contains 3890 members 
Mstep: Class 33 contains 32351 members 
Mstep: Class 34 contains 999 members 
Mstep: Class 35 contains 7067 members 
Mstep: Class 36 contains 14810 members 
Mstep: Class 37 contains 15563 members 
Mstep: Class 38 contains 1222 members 
Mstep: Class 39 contains 84780 members 
Mstep: Class 40 contains 2265 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3889 members 
Mstep: Class 43 contains 6156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971136.000000 Penalty: 149009.015625
Iteration 90Q: 44 clusters Score -1.419711e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 20754 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 10494 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53858 members 
Mstep: Class 8 contains 69335 members 
Mstep: Class 9 contains 166693 members 
Mstep: Class 10 contains 25720 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 55792 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 5519 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353279 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 31274 members 
Mstep: Class 20 contains 5677 members 
Mstep: Class 21 contains 14748 members 
Mstep: Class 22 contains 576 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 6647 members 
Mstep: Class 25 contains 13195 members 
Mstep: Class 26 contains 3825 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 14011 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58567 members 
Mstep: Class 32 contains 3915 members 
Mstep: Class 33 contains 32538 members 
Mstep: Class 34 contains 1036 members 
Mstep: Class 35 contains 7094 members 
Mstep: Class 36 contains 14842 members 
Mstep: Class 37 contains 15700 members 
Mstep: Class 38 contains 1205 members 
Mstep: Class 39 contains 84529 members 
Mstep: Class 40 contains 2282 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3888 members 
Mstep: Class 43 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971600.000000 Penalty: 149009.015625
Iteration 91Q: 44 clusters Score -1.419716e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 14408 members 
Mstep: Class 3 contains 20739 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53788 members 
Mstep: Class 8 contains 69124 members 
Mstep: Class 9 contains 166629 members 
Mstep: Class 10 contains 25652 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 12 contains 2018 members 
Mstep: Class 13 contains 55616 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353374 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 31270 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 14751 members 
Mstep: Class 22 contains 561 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 6632 members 
Mstep: Class 25 contains 13230 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 14247 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58492 members 
Mstep: Class 32 contains 3934 members 
Mstep: Class 33 contains 32722 members 
Mstep: Class 34 contains 1063 members 
Mstep: Class 35 contains 7123 members 
Mstep: Class 36 contains 14855 members 
Mstep: Class 37 contains 15824 members 
Mstep: Class 38 contains 1193 members 
Mstep: Class 39 contains 84288 members 
Mstep: Class 40 contains 2301 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3889 members 
Mstep: Class 43 contains 6164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972112.000000 Penalty: 149009.015625
Iteration 92Q: 44 clusters Score -1.419721e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 14435 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 10549 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53720 members 
Mstep: Class 8 contains 68975 members 
Mstep: Class 9 contains 166587 members 
Mstep: Class 10 contains 25607 members 
Mstep: Class 11 contains 11964 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 55442 members 
Mstep: Class 14 contains 4204 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353343 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 31277 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 14755 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 6846 members 
Mstep: Class 24 contains 6615 members 
Mstep: Class 25 contains 13261 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 14493 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58442 members 
Mstep: Class 32 contains 3949 members 
Mstep: Class 33 contains 32870 members 
Mstep: Class 34 contains 1093 members 
Mstep: Class 35 contains 7146 members 
Mstep: Class 36 contains 14876 members 
Mstep: Class 37 contains 15932 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 84093 members 
Mstep: Class 40 contains 2316 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3891 members 
Mstep: Class 43 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972560.000000 Penalty: 149009.015625
Iteration 93Q: 44 clusters Score -1.419726e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 10569 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53650 members 
Mstep: Class 8 contains 68812 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 25604 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 55299 members 
Mstep: Class 14 contains 4193 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353343 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 31308 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 14759 members 
Mstep: Class 22 contains 535 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 6601 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 14703 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58410 members 
Mstep: Class 32 contains 3963 members 
Mstep: Class 33 contains 32997 members 
Mstep: Class 34 contains 1113 members 
Mstep: Class 35 contains 7171 members 
Mstep: Class 36 contains 14880 members 
Mstep: Class 37 contains 16023 members 
Mstep: Class 38 contains 1170 members 
Mstep: Class 39 contains 83900 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3891 members 
Mstep: Class 43 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141973376.000000 Penalty: 149009.015625
Iteration 94Q: 44 clusters Score -1.419734e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53589 members 
Mstep: Class 8 contains 68677 members 
Mstep: Class 9 contains 166485 members 
Mstep: Class 10 contains 25579 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 55191 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353295 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 31335 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 14765 members 
Mstep: Class 22 contains 524 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 6582 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 3971 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 14891 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58372 members 
Mstep: Class 32 contains 3973 members 
Mstep: Class 33 contains 33097 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 7189 members 
Mstep: Class 36 contains 14893 members 
Mstep: Class 37 contains 16101 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 83741 members 
Mstep: Class 40 contains 2345 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3889 members 
Mstep: Class 43 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141973568.000000 Penalty: 149009.015625
Iteration 95Q: 44 clusters Score -1.419736e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 14496 members 
Mstep: Class 3 contains 20571 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53545 members 
Mstep: Class 8 contains 68560 members 
Mstep: Class 9 contains 166453 members 
Mstep: Class 10 contains 25535 members 
Mstep: Class 11 contains 11975 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 55068 members 
Mstep: Class 14 contains 4167 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353271 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 31346 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 14770 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 7181 members 
Mstep: Class 24 contains 6566 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 4014 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 15086 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 58331 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 33208 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 7207 members 
Mstep: Class 36 contains 14904 members 
Mstep: Class 37 contains 16170 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 83579 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3886 members 
Mstep: Class 43 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141973824.000000 Penalty: 149009.015625
Iteration 96Q: 44 clusters Score -1.419738e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 14522 members 
Mstep: Class 3 contains 20538 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53489 members 
Mstep: Class 8 contains 68454 members 
Mstep: Class 9 contains 166424 members 
Mstep: Class 10 contains 25491 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353211 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 31353 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 14772 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 6545 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 15259 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 58313 members 
Mstep: Class 32 contains 3993 members 
Mstep: Class 33 contains 33300 members 
Mstep: Class 34 contains 1135 members 
Mstep: Class 35 contains 7239 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 16235 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 83439 members 
Mstep: Class 40 contains 2359 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3885 members 
Mstep: Class 43 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141973856.000000 Penalty: 149009.015625
Iteration 97Q: 44 clusters Score -1.419739e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 14518 members 
Mstep: Class 3 contains 20513 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 5 contains 10652 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53444 members 
Mstep: Class 8 contains 68344 members 
Mstep: Class 9 contains 166406 members 
Mstep: Class 10 contains 25468 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 54850 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353201 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31337 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 6525 members 
Mstep: Class 25 contains 13363 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 15431 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58298 members 
Mstep: Class 32 contains 3995 members 
Mstep: Class 33 contains 33396 members 
Mstep: Class 34 contains 1139 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 16292 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 83287 members 
Mstep: Class 40 contains 2371 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141973824.000000 Penalty: 149009.015625
Iteration 98Q: 44 clusters Score -1.419738e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 14528 members 
Mstep: Class 3 contains 20459 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 10674 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53402 members 
Mstep: Class 8 contains 68251 members 
Mstep: Class 9 contains 166407 members 
Mstep: Class 10 contains 25386 members 
Mstep: Class 11 contains 11985 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 54765 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353239 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31301 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 502 members 
Mstep: Class 23 contains 7435 members 
Mstep: Class 24 contains 6512 members 
Mstep: Class 25 contains 13372 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 15592 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58270 members 
Mstep: Class 32 contains 3999 members 
Mstep: Class 33 contains 33495 members 
Mstep: Class 34 contains 1141 members 
Mstep: Class 35 contains 7326 members 
Mstep: Class 36 contains 14906 members 
Mstep: Class 37 contains 16338 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 83135 members 
Mstep: Class 40 contains 2379 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3880 members 
Mstep: Class 43 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141974048.000000 Penalty: 149009.015625
Iteration 99Q: 44 clusters Score -1.41974e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 14556 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 1837 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 53369 members 
Mstep: Class 8 contains 68148 members 
Mstep: Class 9 contains 166395 members 
Mstep: Class 10 contains 25319 members 
Mstep: Class 11 contains 11990 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 54674 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353258 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31278 members 
Mstep: Class 20 contains 5771 members 
Mstep: Class 21 contains 14775 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 7510 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 4251 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58236 members 
Mstep: Class 32 contains 3997 members 
Mstep: Class 33 contains 33584 members 
Mstep: Class 34 contains 1142 members 
Mstep: Class 35 contains 7360 members 
Mstep: Class 36 contains 14905 members 
Mstep: Class 37 contains 16379 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 83002 members 
Mstep: Class 40 contains 2392 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3880 members 
Mstep: Class 43 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141975040.000000 Penalty: 149009.015625
Iteration 100F: 44 clusters Score -1.41975e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 20383 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 10705 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 53339 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 9 contains 166405 members 
Mstep: Class 10 contains 25278 members 
Mstep: Class 11 contains 11995 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 54580 members 
Mstep: Class 14 contains 4149 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353210 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31267 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 14767 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 6495 members 
Mstep: Class 25 contains 13391 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 15890 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58231 members 
Mstep: Class 32 contains 3994 members 
Mstep: Class 33 contains 33666 members 
Mstep: Class 34 contains 1160 members 
Mstep: Class 35 contains 7398 members 
Mstep: Class 36 contains 14898 members 
Mstep: Class 37 contains 16416 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 82866 members 
Mstep: Class 40 contains 2405 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3880 members 
Mstep: Class 43 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141976000.000000 Penalty: 149009.015625
Iteration 101Q: 44 clusters Score -1.41976e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 53303 members 
Mstep: Class 8 contains 67989 members 
Mstep: Class 9 contains 166406 members 
Mstep: Class 10 contains 25243 members 
Mstep: Class 11 contains 11999 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 54488 members 
Mstep: Class 14 contains 4166 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353199 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31278 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 14765 members 
Mstep: Class 22 contains 467 members 
Mstep: Class 23 contains 7655 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 13396 members 
Mstep: Class 26 contains 4329 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 16054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58206 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 33719 members 
Mstep: Class 34 contains 1177 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 14894 members 
Mstep: Class 37 contains 16456 members 
Mstep: Class 38 contains 1176 members 
Mstep: Class 39 contains 82709 members 
Mstep: Class 40 contains 2413 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3881 members 
Mstep: Class 43 contains 6190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141976352.000000 Penalty: 149009.015625
Iteration 102Q: 44 clusters Score -1.419764e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 14622 members 
Mstep: Class 3 contains 20339 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 53273 members 
Mstep: Class 8 contains 67910 members 
Mstep: Class 9 contains 166405 members 
Mstep: Class 10 contains 25233 members 
Mstep: Class 11 contains 11999 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 54350 members 
Mstep: Class 14 contains 4167 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353212 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 31299 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 14761 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 6476 members 
Mstep: Class 25 contains 13398 members 
Mstep: Class 26 contains 4361 members 
Mstep: Class 27 contains 654 members 
Mstep: Class 28 contains 16244 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58164 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 33769 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7466 members 
Mstep: Class 36 contains 14902 members 
Mstep: Class 37 contains 16481 members 
Mstep: Class 38 contains 1176 members 
Mstep: Class 39 contains 82553 members 
Mstep: Class 40 contains 2419 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3880 members 
Mstep: Class 43 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141976768.000000 Penalty: 149009.015625
Iteration 103Q: 44 clusters Score -1.419768e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 14636 members 
Mstep: Class 3 contains 20322 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 10747 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53243 members 
Mstep: Class 8 contains 67830 members 
Mstep: Class 9 contains 166406 members 
Mstep: Class 10 contains 25247 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 54242 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353178 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31339 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 14767 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7772 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 13408 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 650 members 
Mstep: Class 28 contains 16409 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 58126 members 
Mstep: Class 32 contains 3999 members 
Mstep: Class 33 contains 33800 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7485 members 
Mstep: Class 36 contains 14911 members 
Mstep: Class 37 contains 16510 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 82417 members 
Mstep: Class 40 contains 2430 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3877 members 
Mstep: Class 43 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141977088.000000 Penalty: 149009.015625
Iteration 104Q: 44 clusters Score -1.419771e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 14633 members 
Mstep: Class 3 contains 20321 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53200 members 
Mstep: Class 8 contains 67757 members 
Mstep: Class 9 contains 166422 members 
Mstep: Class 10 contains 25257 members 
Mstep: Class 11 contains 12008 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 54118 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353135 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31353 members 
Mstep: Class 20 contains 5816 members 
Mstep: Class 21 contains 14767 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7822 members 
Mstep: Class 24 contains 6454 members 
Mstep: Class 25 contains 13417 members 
Mstep: Class 26 contains 4427 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 16582 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 58101 members 
Mstep: Class 32 contains 4003 members 
Mstep: Class 33 contains 33830 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7510 members 
Mstep: Class 36 contains 14919 members 
Mstep: Class 37 contains 16544 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 82297 members 
Mstep: Class 40 contains 2437 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3877 members 
Mstep: Class 43 contains 6194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141977408.000000 Penalty: 149009.015625
Iteration 105Q: 44 clusters Score -1.419774e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 20315 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 10767 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53162 members 
Mstep: Class 8 contains 67704 members 
Mstep: Class 9 contains 166443 members 
Mstep: Class 10 contains 25243 members 
Mstep: Class 11 contains 12018 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 54007 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353088 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 31380 members 
Mstep: Class 20 contains 5823 members 
Mstep: Class 21 contains 14766 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7884 members 
Mstep: Class 24 contains 6441 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 4456 members 
Mstep: Class 27 contains 636 members 
Mstep: Class 28 contains 16742 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 58084 members 
Mstep: Class 32 contains 4002 members 
Mstep: Class 33 contains 33855 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7526 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 16578 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 82178 members 
Mstep: Class 40 contains 2446 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3876 members 
Mstep: Class 43 contains 6198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141977664.000000 Penalty: 149009.015625
Iteration 106Q: 44 clusters Score -1.419777e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 14635 members 
Mstep: Class 3 contains 20304 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 10771 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53125 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 166452 members 
Mstep: Class 10 contains 25235 members 
Mstep: Class 11 contains 12022 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 353009 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 31407 members 
Mstep: Class 20 contains 5829 members 
Mstep: Class 21 contains 14761 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 6420 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 4479 members 
Mstep: Class 27 contains 630 members 
Mstep: Class 28 contains 16893 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 58051 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 33874 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 16615 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 82088 members 
Mstep: Class 40 contains 2455 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3875 members 
Mstep: Class 43 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978112.000000 Penalty: 149009.015625
Iteration 107Q: 44 clusters Score -1.419781e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 14655 members 
Mstep: Class 3 contains 20285 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 10781 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53091 members 
Mstep: Class 8 contains 67623 members 
Mstep: Class 9 contains 166473 members 
Mstep: Class 10 contains 25182 members 
Mstep: Class 11 contains 12027 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 53756 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 352969 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31441 members 
Mstep: Class 20 contains 5831 members 
Mstep: Class 21 contains 14759 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 13453 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17074 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 58027 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 33886 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7604 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 16658 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81964 members 
Mstep: Class 40 contains 2470 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3876 members 
Mstep: Class 43 contains 6209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978432.000000 Penalty: 149009.015625
Iteration 108Q: 44 clusters Score -1.419784e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 1892 members 
Mstep: Class 5 contains 10788 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 53040 members 
Mstep: Class 8 contains 67580 members 
Mstep: Class 9 contains 166493 members 
Mstep: Class 10 contains 25126 members 
Mstep: Class 11 contains 12033 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352956 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31474 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 8085 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 13456 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17242 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 4006 members 
Mstep: Class 33 contains 33897 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7621 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 16697 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81836 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3875 members 
Mstep: Class 43 contains 6212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978544.000000 Penalty: 149009.015625
Iteration 109Q: 44 clusters Score -1.419785e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 14708 members 
Mstep: Class 3 contains 20278 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10792 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52992 members 
Mstep: Class 8 contains 67519 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 25062 members 
Mstep: Class 11 contains 12036 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 53513 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352935 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31498 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 14751 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 8159 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 13460 members 
Mstep: Class 26 contains 4586 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17414 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57979 members 
Mstep: Class 32 contains 4009 members 
Mstep: Class 33 contains 33900 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7642 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 16733 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81726 members 
Mstep: Class 40 contains 2510 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3875 members 
Mstep: Class 43 contains 6217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978832.000000 Penalty: 149009.015625
Iteration 110Q: 44 clusters Score -1.419788e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 14716 members 
Mstep: Class 3 contains 20300 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52956 members 
Mstep: Class 8 contains 67469 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 25007 members 
Mstep: Class 11 contains 12040 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 53392 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352924 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31521 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 14745 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 8222 members 
Mstep: Class 24 contains 6380 members 
Mstep: Class 25 contains 13470 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17597 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57950 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 33904 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 16763 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81607 members 
Mstep: Class 40 contains 2518 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3874 members 
Mstep: Class 43 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978864.000000 Penalty: 149009.015625
Iteration 111Q: 44 clusters Score -1.419789e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 10801 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52917 members 
Mstep: Class 8 contains 67410 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 24950 members 
Mstep: Class 11 contains 12049 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 53243 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352931 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31522 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 14744 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 4667 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17797 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57919 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 33911 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 14932 members 
Mstep: Class 37 contains 16792 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81481 members 
Mstep: Class 40 contains 2534 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3875 members 
Mstep: Class 43 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979088.000000 Penalty: 149009.015625
Iteration 112Q: 44 clusters Score -1.419791e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 14725 members 
Mstep: Class 3 contains 20363 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52885 members 
Mstep: Class 8 contains 67367 members 
Mstep: Class 9 contains 166518 members 
Mstep: Class 10 contains 24859 members 
Mstep: Class 11 contains 12054 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 53113 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352921 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31533 members 
Mstep: Class 20 contains 5845 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 6362 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 17978 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57884 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33912 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7743 members 
Mstep: Class 36 contains 14933 members 
Mstep: Class 37 contains 16820 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81409 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3877 members 
Mstep: Class 43 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979504.000000 Penalty: 149009.015625
Iteration 113Q: 44 clusters Score -1.419795e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 14725 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52869 members 
Mstep: Class 8 contains 67324 members 
Mstep: Class 9 contains 166506 members 
Mstep: Class 10 contains 24802 members 
Mstep: Class 11 contains 12060 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 52947 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352938 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31538 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 14730 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 6352 members 
Mstep: Class 25 contains 13504 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 629 members 
Mstep: Class 28 contains 18180 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57834 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33914 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7776 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16849 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81300 members 
Mstep: Class 40 contains 2568 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3876 members 
Mstep: Class 43 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979680.000000 Penalty: 149009.015625
Iteration 114Q: 44 clusters Score -1.419797e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 14729 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 10811 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52853 members 
Mstep: Class 8 contains 67272 members 
Mstep: Class 9 contains 166496 members 
Mstep: Class 10 contains 24759 members 
Mstep: Class 11 contains 12066 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 52765 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352951 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 31556 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 14725 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8443 members 
Mstep: Class 24 contains 6340 members 
Mstep: Class 25 contains 13517 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 18378 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57794 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33918 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7803 members 
Mstep: Class 36 contains 14936 members 
Mstep: Class 37 contains 16874 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81194 members 
Mstep: Class 40 contains 2583 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979728.000000 Penalty: 149009.015625
Iteration 115Q: 44 clusters Score -1.419797e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 14744 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52831 members 
Mstep: Class 8 contains 67230 members 
Mstep: Class 9 contains 166511 members 
Mstep: Class 10 contains 24719 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 52562 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 352977 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31572 members 
Mstep: Class 20 contains 5859 members 
Mstep: Class 21 contains 14720 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8487 members 
Mstep: Class 24 contains 6331 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 18589 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57757 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 33920 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 14940 members 
Mstep: Class 37 contains 16889 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 81087 members 
Mstep: Class 40 contains 2591 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3880 members 
Mstep: Class 43 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980160.000000 Penalty: 149009.015625
Iteration 116Q: 44 clusters Score -1.419802e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 14751 members 
Mstep: Class 3 contains 20453 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52818 members 
Mstep: Class 8 contains 67206 members 
Mstep: Class 9 contains 166547 members 
Mstep: Class 10 contains 24652 members 
Mstep: Class 11 contains 12073 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 52343 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353019 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31594 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 14719 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 6319 members 
Mstep: Class 25 contains 13536 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 18822 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57715 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 33926 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7873 members 
Mstep: Class 36 contains 14938 members 
Mstep: Class 37 contains 16903 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 80974 members 
Mstep: Class 40 contains 2593 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3881 members 
Mstep: Class 43 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980432.000000 Penalty: 149009.015625
Iteration 117Q: 44 clusters Score -1.419804e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 14758 members 
Mstep: Class 3 contains 20466 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52797 members 
Mstep: Class 8 contains 67182 members 
Mstep: Class 9 contains 166595 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 52145 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353036 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31614 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 14716 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 6301 members 
Mstep: Class 25 contains 13542 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19002 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57671 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7891 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16924 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 80886 members 
Mstep: Class 40 contains 2603 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980176.000000 Penalty: 149009.015625
Iteration 118Q: 44 clusters Score -1.419802e+08 nChanged 1158
Entering ConstructFrom: 
Score: -141980176.000000 Penalty: 149009.015625
Entering ConstructFrom: 
Trying to split cluster 1 (37872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Entering Unmasked Estep 
Score: -4672732.000000 Penalty: 2614.407959
	Iteration 0F: 2 clusters Score -4672732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4647189.000000 Penalty: 5228.815918
	Iteration 0F: 3 clusters Score -4647189 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4656571.000000 Penalty: 5228.815918
	Iteration 1F: 3 clusters Score -4656571 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4657408.000000 Penalty: 5228.815918
	Iteration 2F: 3 clusters Score -4657408 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4658339.500000 Penalty: 5228.815918
	Iteration 3F: 3 clusters Score -4658340 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -4659562.500000 Penalty: 5228.815918
	Iteration 4F: 3 clusters Score -4659562 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4661044.500000 Penalty: 5228.815918
	Iteration 5F: 3 clusters Score -4661044 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4662593.000000 Penalty: 5228.815918
	Iteration 6F: 3 clusters Score -4662593 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4663861.500000 Penalty: 5228.815918
	Iteration 7F: 3 clusters Score -4663862 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4664908.500000 Penalty: 5228.815918
	Iteration 8F: 3 clusters Score -4664908 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4665788.500000 Penalty: 5228.815918
	Iteration 9Q: 3 clusters Score -4665788 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4666402.500000 Penalty: 5228.815918
	Iteration 10Q: 3 clusters Score -4666402 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4666875.000000 Penalty: 5228.815918
	Iteration 11Q: 3 clusters Score -4666875 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4667195.000000 Penalty: 5228.815918
	Iteration 12Q: 3 clusters Score -4667195 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4667420.000000 Penalty: 5228.815918
	Iteration 13Q: 3 clusters Score -4667420 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4667602.500000 Penalty: 5228.815918
	Iteration 14Q: 3 clusters Score -4667602 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4667767.500000 Penalty: 5228.815918
	Iteration 15Q: 3 clusters Score -4667768 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4667952.000000 Penalty: 5228.815918
	Iteration 16Q: 3 clusters Score -4667952 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4668126.000000 Penalty: 5228.815918
	Iteration 17Q: 3 clusters Score -4668126 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4668325.500000 Penalty: 5228.815918
	Iteration 18Q: 3 clusters Score -4668326 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4668532.500000 Penalty: 5228.815918
	Iteration 19Q: 3 clusters Score -4668532 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4668778.500000 Penalty: 5228.815918
	Iteration 20F: 3 clusters Score -4668778 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4669011.000000 Penalty: 5228.815918
	Iteration 21Q: 3 clusters Score -4669011 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4669243.000000 Penalty: 5228.815918
	Iteration 22Q: 3 clusters Score -4669243 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4669492.500000 Penalty: 5228.815918
	Iteration 23Q: 3 clusters Score -4669492 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4669712.000000 Penalty: 5228.815918
	Iteration 24Q: 3 clusters Score -4669712 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4669907.500000 Penalty: 5228.815918
	Iteration 25Q: 3 clusters Score -4669908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4670101.000000 Penalty: 5228.815918
	Iteration 26Q: 3 clusters Score -4670101 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4670315.500000 Penalty: 5228.815918
	Iteration 27Q: 3 clusters Score -4670316 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4670515.500000 Penalty: 5228.815918
	Iteration 28Q: 3 clusters Score -4670516 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4670705.000000 Penalty: 5228.815918
	Iteration 29Q: 3 clusters Score -4670705 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4670907.000000 Penalty: 5228.815918
	Iteration 30Q: 3 clusters Score -4670907 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4671119.500000 Penalty: 5228.815918
	Iteration 31Q: 3 clusters Score -4671120 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4671318.000000 Penalty: 5228.815918
	Iteration 32Q: 3 clusters Score -4671318 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4671456.500000 Penalty: 5228.815918
	Iteration 33Q: 3 clusters Score -4671456 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4671615.000000 Penalty: 5228.815918
	Iteration 34Q: 3 clusters Score -4671615 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4671737.000000 Penalty: 5228.815918
	Iteration 35Q: 3 clusters Score -4671737 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4671817.000000 Penalty: 5228.815918
	Iteration 36Q: 3 clusters Score -4671817 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4671856.000000 Penalty: 5228.815918
	Iteration 37Q: 3 clusters Score -4671856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4671898.500000 Penalty: 5228.815918
	Iteration 38Q: 3 clusters Score -4671898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4671939.500000 Penalty: 5228.815918
	Iteration 39Q: 3 clusters Score -4671940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4671952.500000 Penalty: 5228.815918
	Iteration 40F: 3 clusters Score -4671952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4671987.000000 Penalty: 5228.815918
	Iteration 41Q: 3 clusters Score -4671987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4672010.500000 Penalty: 5228.815918
	Iteration 42Q: 3 clusters Score -4672010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4672002.500000 Penalty: 5228.815918
	Iteration 43Q: 3 clusters Score -4672002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4672000.500000 Penalty: 5228.815918
	Iteration 44Q: 3 clusters Score -4672000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4672009.000000 Penalty: 5228.815918
	Iteration 45Q: 3 clusters Score -4672009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4672026.500000 Penalty: 5228.815918
	Iteration 46Q: 3 clusters Score -4672026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4672037.000000 Penalty: 5228.815918
	Iteration 47Q: 3 clusters Score -4672037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4672043.500000 Penalty: 5228.815918
	Iteration 48Q: 3 clusters Score -4672044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4672052.000000 Penalty: 5228.815918
	Iteration 49Q: 3 clusters Score -4672052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4672060.000000 Penalty: 5228.815918
	Iteration 50Q: 3 clusters Score -4672060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4672071.000000 Penalty: 5228.815918
	Iteration 51Q: 3 clusters Score -4672071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4672064.000000 Penalty: 5228.815918
	Iteration 52Q: 3 clusters Score -4672064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4672068.000000 Penalty: 5228.815918
	Iteration 53Q: 3 clusters Score -4672068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4672074.000000 Penalty: 5228.815918
	Iteration 54Q: 3 clusters Score -4672074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4672075.500000 Penalty: 5228.815918
	Iteration 55Q: 3 clusters Score -4672076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4672073.500000 Penalty: 5228.815918
	Iteration 56Q: 3 clusters Score -4672074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4672071.500000 Penalty: 5228.815918
	Iteration 57Q: 3 clusters Score -4672072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4672075.500000 Penalty: 5228.815918
	Iteration 58Q: 3 clusters Score -4672076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4672072.000000 Penalty: 5228.815918
	Iteration 59Q: 3 clusters Score -4672072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4672077.500000 Penalty: 5228.815918
	Iteration 60F: 3 clusters Score -4672078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4672073.500000 Penalty: 5228.815918
	Iteration 61Q: 3 clusters Score -4672074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4672073.500000 Penalty: 5228.815918
	Iteration 62F: 3 clusters Score -4672074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Entering Unmasked Estep 
Score: -1696727.500000 Penalty: 2380.652588
	Iteration 0F: 2 clusters Score -1696728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1686136.625000 Penalty: 4761.305176
	Iteration 0F: 3 clusters Score -1686137 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1689755.875000 Penalty: 4761.305176
	Iteration 1F: 3 clusters Score -1689756 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1690333.250000 Penalty: 4761.305176
	Iteration 2F: 3 clusters Score -1690333 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1690887.500000 Penalty: 4761.305176
	Iteration 3F: 3 clusters Score -1690888 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1691433.375000 Penalty: 4761.305176
	Iteration 4F: 3 clusters Score -1691433 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1692001.625000 Penalty: 4761.305176
	Iteration 5F: 3 clusters Score -1692002 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1692567.000000 Penalty: 4761.305176
	Iteration 6F: 3 clusters Score -1692567 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1693028.625000 Penalty: 4761.305176
	Iteration 7Q: 3 clusters Score -1693029 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1693375.000000 Penalty: 4761.305176
	Iteration 8Q: 3 clusters Score -1693375 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1693623.500000 Penalty: 4761.305176
	Iteration 9Q: 3 clusters Score -1693624 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1693824.750000 Penalty: 4761.305176
	Iteration 10Q: 3 clusters Score -1693825 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1693982.250000 Penalty: 4761.305176
	Iteration 11Q: 3 clusters Score -1693982 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1694112.125000 Penalty: 4761.305176
	Iteration 12Q: 3 clusters Score -1694112 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1694233.250000 Penalty: 4761.305176
	Iteration 13Q: 3 clusters Score -1694233 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1694314.500000 Penalty: 4761.305176
	Iteration 14Q: 3 clusters Score -1694314 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1694377.375000 Penalty: 4761.305176
	Iteration 15Q: 3 clusters Score -1694377 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1694438.750000 Penalty: 4761.305176
	Iteration 16Q: 3 clusters Score -1694439 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1694480.500000 Penalty: 4761.305176
	Iteration 17Q: 3 clusters Score -1694480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1694522.500000 Penalty: 4761.305176
	Iteration 18Q: 3 clusters Score -1694522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1694565.375000 Penalty: 4761.305176
	Iteration 19Q: 3 clusters Score -1694565 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1694599.500000 Penalty: 4761.305176
	Iteration 20F: 3 clusters Score -1694600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1694631.625000 Penalty: 4761.305176
	Iteration 21Q: 3 clusters Score -1694632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1694652.000000 Penalty: 4761.305176
	Iteration 22Q: 3 clusters Score -1694652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1694677.875000 Penalty: 4761.305176
	Iteration 23Q: 3 clusters Score -1694678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1694705.125000 Penalty: 4761.305176
	Iteration 24Q: 3 clusters Score -1694705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1694730.500000 Penalty: 4761.305176
	Iteration 25Q: 3 clusters Score -1694730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1694760.875000 Penalty: 4761.305176
	Iteration 26Q: 3 clusters Score -1694761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1694783.625000 Penalty: 4761.305176
	Iteration 27Q: 3 clusters Score -1694784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1694803.250000 Penalty: 4761.305176
	Iteration 28Q: 3 clusters Score -1694803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1694820.125000 Penalty: 4761.305176
	Iteration 29Q: 3 clusters Score -1694820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1694825.000000 Penalty: 4761.305176
	Iteration 30Q: 3 clusters Score -1694825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1694841.750000 Penalty: 4761.305176
	Iteration 31Q: 3 clusters Score -1694842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1694859.500000 Penalty: 4761.305176
	Iteration 32Q: 3 clusters Score -1694860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1694879.000000 Penalty: 4761.305176
	Iteration 33Q: 3 clusters Score -1694879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1694905.000000 Penalty: 4761.305176
	Iteration 34Q: 3 clusters Score -1694905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1694922.500000 Penalty: 4761.305176
	Iteration 35Q: 3 clusters Score -1694922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1694947.250000 Penalty: 4761.305176
	Iteration 36Q: 3 clusters Score -1694947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1694958.875000 Penalty: 4761.305176
	Iteration 37Q: 3 clusters Score -1694959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1694978.750000 Penalty: 4761.305176
	Iteration 38Q: 3 clusters Score -1694979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1694997.625000 Penalty: 4761.305176
	Iteration 39Q: 3 clusters Score -1694998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1695013.875000 Penalty: 4761.305176
	Iteration 40F: 3 clusters Score -1695014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1695023.625000 Penalty: 4761.305176
	Iteration 41Q: 3 clusters Score -1695024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1695037.250000 Penalty: 4761.305176
	Iteration 42Q: 3 clusters Score -1695037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1695053.375000 Penalty: 4761.305176
	Iteration 43Q: 3 clusters Score -1695053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1695062.375000 Penalty: 4761.305176
	Iteration 44Q: 3 clusters Score -1695062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1695079.250000 Penalty: 4761.305176
	Iteration 45Q: 3 clusters Score -1695079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1695082.750000 Penalty: 4761.305176
	Iteration 46Q: 3 clusters Score -1695083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1695093.250000 Penalty: 4761.305176
	Iteration 47Q: 3 clusters Score -1695093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1695100.250000 Penalty: 4761.305176
	Iteration 48Q: 3 clusters Score -1695100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1695106.625000 Penalty: 4761.305176
	Iteration 49Q: 3 clusters Score -1695107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1695114.000000 Penalty: 4761.305176
	Iteration 50Q: 3 clusters Score -1695114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1695116.250000 Penalty: 4761.305176
	Iteration 51Q: 3 clusters Score -1695116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1695118.875000 Penalty: 4761.305176
	Iteration 52Q: 3 clusters Score -1695119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1695114.625000 Penalty: 4761.305176
	Iteration 53Q: 3 clusters Score -1695115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1695114.625000 Penalty: 4761.305176
	Iteration 54Q: 3 clusters Score -1695115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1695113.625000 Penalty: 4761.305176
	Iteration 55Q: 3 clusters Score -1695114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1695121.500000 Penalty: 4761.305176
	Iteration 56Q: 3 clusters Score -1695122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1695121.500000 Penalty: 4761.305176
	Iteration 57Q: 3 clusters Score -1695122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1695120.875000 Penalty: 4761.305176
	Iteration 58Q: 3 clusters Score -1695121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1695127.250000 Penalty: 4761.305176
	Iteration 59Q: 3 clusters Score -1695127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1695126.875000 Penalty: 4761.305176
	Iteration 60F: 3 clusters Score -1695127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1695132.375000 Penalty: 4761.305176
	Iteration 61Q: 3 clusters Score -1695132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1695131.875000 Penalty: 4761.305176
	Iteration 62Q: 3 clusters Score -1695132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1695135.250000 Penalty: 4761.305176
	Iteration 63Q: 3 clusters Score -1695135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1695132.625000 Penalty: 4761.305176
	Iteration 64Q: 3 clusters Score -1695133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1695129.875000 Penalty: 4761.305176
	Iteration 65Q: 3 clusters Score -1695130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1695131.625000 Penalty: 4761.305176
	Iteration 66Q: 3 clusters Score -1695132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1695132.250000 Penalty: 4761.305176
	Iteration 67Q: 3 clusters Score -1695132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1695132.625000 Penalty: 4761.305176
	Iteration 68Q: 3 clusters Score -1695133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1695132.625000 Penalty: 4761.305176
	Iteration 69F: 3 clusters Score -1695133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Entering Unmasked Estep 
Score: -2447832.000000 Penalty: 2461.861816
	Iteration 0F: 2 clusters Score -2447832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2433544.250000 Penalty: 4923.723633
	Iteration 0F: 3 clusters Score -2433544 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2438426.250000 Penalty: 4923.723633
	Iteration 1F: 3 clusters Score -2438426 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2438928.750000 Penalty: 4923.723633
	Iteration 2F: 3 clusters Score -2438929 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2439391.750000 Penalty: 4923.723633
	Iteration 3F: 3 clusters Score -2439392 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2439862.500000 Penalty: 4923.723633
	Iteration 4Q: 3 clusters Score -2439862 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2440410.500000 Penalty: 4923.723633
	Iteration 5Q: 3 clusters Score -2440410 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2440947.750000 Penalty: 4923.723633
	Iteration 6Q: 3 clusters Score -2440948 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2441450.500000 Penalty: 4923.723633
	Iteration 7Q: 3 clusters Score -2441450 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2442019.000000 Penalty: 4923.723633
	Iteration 8Q: 3 clusters Score -2442019 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2442660.750000 Penalty: 4923.723633
	Iteration 9Q: 3 clusters Score -2442661 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2443331.750000 Penalty: 4923.723633
	Iteration 10Q: 3 clusters Score -2443332 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2443849.250000 Penalty: 4923.723633
	Iteration 11Q: 3 clusters Score -2443849 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2444175.500000 Penalty: 4923.723633
	Iteration 12Q: 3 clusters Score -2444176 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2444382.750000 Penalty: 4923.723633
	Iteration 13Q: 3 clusters Score -2444383 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2444543.750000 Penalty: 4923.723633
	Iteration 14Q: 3 clusters Score -2444544 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2444666.750000 Penalty: 4923.723633
	Iteration 15Q: 3 clusters Score -2444667 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2444775.750000 Penalty: 4923.723633
	Iteration 16Q: 3 clusters Score -2444776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2444869.750000 Penalty: 4923.723633
	Iteration 17Q: 3 clusters Score -2444870 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2444988.750000 Penalty: 4923.723633
	Iteration 18Q: 3 clusters Score -2444989 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2445086.500000 Penalty: 4923.723633
	Iteration 19Q: 3 clusters Score -2445086 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2445214.750000 Penalty: 4923.723633
	Iteration 20F: 3 clusters Score -2445215 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2445347.250000 Penalty: 4923.723633
	Iteration 21Q: 3 clusters Score -2445347 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2445465.000000 Penalty: 4923.723633
	Iteration 22Q: 3 clusters Score -2445465 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2445589.250000 Penalty: 4923.723633
	Iteration 23Q: 3 clusters Score -2445589 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2445681.250000 Penalty: 4923.723633
	Iteration 24Q: 3 clusters Score -2445681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2445752.000000 Penalty: 4923.723633
	Iteration 25Q: 3 clusters Score -2445752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2445806.500000 Penalty: 4923.723633
	Iteration 26Q: 3 clusters Score -2445806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2445851.000000 Penalty: 4923.723633
	Iteration 27Q: 3 clusters Score -2445851 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2445879.000000 Penalty: 4923.723633
	Iteration 28Q: 3 clusters Score -2445879 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2445908.500000 Penalty: 4923.723633
	Iteration 29Q: 3 clusters Score -2445908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2445940.250000 Penalty: 4923.723633
	Iteration 30Q: 3 clusters Score -2445940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2445960.500000 Penalty: 4923.723633
	Iteration 31Q: 3 clusters Score -2445960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2445983.250000 Penalty: 4923.723633
	Iteration 32Q: 3 clusters Score -2445983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2445998.250000 Penalty: 4923.723633
	Iteration 33Q: 3 clusters Score -2445998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2446025.500000 Penalty: 4923.723633
	Iteration 34Q: 3 clusters Score -2446026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2446034.750000 Penalty: 4923.723633
	Iteration 35Q: 3 clusters Score -2446035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2446048.000000 Penalty: 4923.723633
	Iteration 36Q: 3 clusters Score -2446048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2446057.000000 Penalty: 4923.723633
	Iteration 37Q: 3 clusters Score -2446057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2446070.000000 Penalty: 4923.723633
	Iteration 38Q: 3 clusters Score -2446070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2446088.500000 Penalty: 4923.723633
	Iteration 39Q: 3 clusters Score -2446088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2446098.250000 Penalty: 4923.723633
	Iteration 40F: 3 clusters Score -2446098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2446101.000000 Penalty: 4923.723633
	Iteration 41Q: 3 clusters Score -2446101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2446104.000000 Penalty: 4923.723633
	Iteration 42Q: 3 clusters Score -2446104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2446108.500000 Penalty: 4923.723633
	Iteration 43Q: 3 clusters Score -2446108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2446114.250000 Penalty: 4923.723633
	Iteration 44Q: 3 clusters Score -2446114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2446114.000000 Penalty: 4923.723633
	Iteration 45Q: 3 clusters Score -2446114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2446118.000000 Penalty: 4923.723633
	Iteration 46Q: 3 clusters Score -2446118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2446124.000000 Penalty: 4923.723633
	Iteration 47Q: 3 clusters Score -2446124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2446122.000000 Penalty: 4923.723633
	Iteration 48Q: 3 clusters Score -2446122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2446127.750000 Penalty: 4923.723633
	Iteration 49Q: 3 clusters Score -2446128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2446129.750000 Penalty: 4923.723633
	Iteration 50Q: 3 clusters Score -2446130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2446125.750000 Penalty: 4923.723633
	Iteration 51Q: 3 clusters Score -2446126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2446134.250000 Penalty: 4923.723633
	Iteration 52Q: 3 clusters Score -2446134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2446130.750000 Penalty: 4923.723633
	Iteration 53Q: 3 clusters Score -2446131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2446131.500000 Penalty: 4923.723633
	Iteration 54Q: 3 clusters Score -2446132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2446133.250000 Penalty: 4923.723633
	Iteration 55Q: 3 clusters Score -2446133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2446143.750000 Penalty: 4923.723633
	Iteration 56Q: 3 clusters Score -2446144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2446147.000000 Penalty: 4923.723633
	Iteration 57Q: 3 clusters Score -2446147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2446145.750000 Penalty: 4923.723633
	Iteration 58Q: 3 clusters Score -2446146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2446151.000000 Penalty: 4923.723633
	Iteration 59Q: 3 clusters Score -2446151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2446144.000000 Penalty: 4923.723633
	Iteration 60F: 3 clusters Score -2446144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2446149.000000 Penalty: 4923.723633
	Iteration 61Q: 3 clusters Score -2446149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2446149.500000 Penalty: 4923.723633
	Iteration 62Q: 3 clusters Score -2446150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2446148.500000 Penalty: 4923.723633
	Iteration 63Q: 3 clusters Score -2446148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2446150.250000 Penalty: 4923.723633
	Iteration 64Q: 3 clusters Score -2446150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2446151.750000 Penalty: 4923.723633
	Iteration 65Q: 3 clusters Score -2446152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2446153.500000 Penalty: 4923.723633
	Iteration 66Q: 3 clusters Score -2446154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2446152.500000 Penalty: 4923.723633
	Iteration 67Q: 3 clusters Score -2446152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2446152.500000 Penalty: 4923.723633
	Iteration 68F: 3 clusters Score -2446152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -220928.984375 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -220929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218351.984375 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -218352 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218810.796875 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -218810.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218981.312500 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -218981.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219108.750000 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -219108.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219221.671875 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -219221.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219324.265625 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -219324.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219434.687500 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -219434.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219566.234375 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -219566.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219710.484375 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -219710.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219875.953125 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -219876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -220033.515625 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -220033.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220147.875000 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -220147.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220226.390625 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -220226.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -220275.937500 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -220275.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220342.203125 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -220342.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -220389.500000 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -220389.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -220425.187500 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -220425.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220449.562500 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -220449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220468.406250 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -220468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220483.828125 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -220483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220500.859375 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -220500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -220522.343750 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -220522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -220567.359375 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -220567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220613.593750 Penalty: 3746.690186
	Iteration 23Q: 3 clusters Score -220613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -220645.250000 Penalty: 3746.690186
	Iteration 24Q: 3 clusters Score -220645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -220658.765625 Penalty: 3746.690186
	Iteration 25Q: 3 clusters Score -220658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -220664.250000 Penalty: 3746.690186
	Iteration 26Q: 3 clusters Score -220664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220664.859375 Penalty: 3746.690186
	Iteration 27Q: 3 clusters Score -220664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -220665.796875 Penalty: 3746.690186
	Iteration 28Q: 3 clusters Score -220665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -220667.109375 Penalty: 3746.690186
	Iteration 29Q: 3 clusters Score -220667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -220668.718750 Penalty: 3746.690186
	Iteration 30Q: 3 clusters Score -220668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220672.843750 Penalty: 3746.690186
	Iteration 31Q: 3 clusters Score -220672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220673.421875 Penalty: 3746.690186
	Iteration 32Q: 3 clusters Score -220673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220673.421875 Penalty: 3746.690186
	Iteration 33F: 3 clusters Score -220673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Entering Unmasked Estep 
Score: -1325555.625000 Penalty: 2303.549072
	Iteration 0F: 2 clusters Score -1325556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1317396.500000 Penalty: 4607.098145
	Iteration 0F: 3 clusters Score -1317396 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1320301.000000 Penalty: 4607.098145
	Iteration 1F: 3 clusters Score -1320301 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1321049.125000 Penalty: 4607.098145
	Iteration 2F: 3 clusters Score -1321049 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1321706.750000 Penalty: 4607.098145
	Iteration 3F: 3 clusters Score -1321707 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1322420.250000 Penalty: 4607.098145
	Iteration 4F: 3 clusters Score -1322420 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1323089.500000 Penalty: 4607.098145
	Iteration 5F: 3 clusters Score -1323090 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1323600.875000 Penalty: 4607.098145
	Iteration 6F: 3 clusters Score -1323601 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1323949.250000 Penalty: 4607.098145
	Iteration 7Q: 3 clusters Score -1323949 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1324228.000000 Penalty: 4607.098145
	Iteration 8Q: 3 clusters Score -1324228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1324447.250000 Penalty: 4607.098145
	Iteration 9Q: 3 clusters Score -1324447 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1324575.000000 Penalty: 4607.098145
	Iteration 10Q: 3 clusters Score -1324575 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1324653.375000 Penalty: 4607.098145
	Iteration 11Q: 3 clusters Score -1324653 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1324709.250000 Penalty: 4607.098145
	Iteration 12Q: 3 clusters Score -1324709 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1324750.750000 Penalty: 4607.098145
	Iteration 13Q: 3 clusters Score -1324751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1324792.000000 Penalty: 4607.098145
	Iteration 14Q: 3 clusters Score -1324792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1324815.750000 Penalty: 4607.098145
	Iteration 15Q: 3 clusters Score -1324816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1324835.125000 Penalty: 4607.098145
	Iteration 16Q: 3 clusters Score -1324835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1324847.875000 Penalty: 4607.098145
	Iteration 17Q: 3 clusters Score -1324848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1324857.250000 Penalty: 4607.098145
	Iteration 18Q: 3 clusters Score -1324857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1324861.250000 Penalty: 4607.098145
	Iteration 19Q: 3 clusters Score -1324861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1324866.750000 Penalty: 4607.098145
	Iteration 20F: 3 clusters Score -1324867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1324869.625000 Penalty: 4607.098145
	Iteration 21Q: 3 clusters Score -1324870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1324875.250000 Penalty: 4607.098145
	Iteration 22Q: 3 clusters Score -1324875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1324879.250000 Penalty: 4607.098145
	Iteration 23Q: 3 clusters Score -1324879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1324883.375000 Penalty: 4607.098145
	Iteration 24Q: 3 clusters Score -1324883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1324892.000000 Penalty: 4607.098145
	Iteration 25Q: 3 clusters Score -1324892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1324893.875000 Penalty: 4607.098145
	Iteration 26Q: 3 clusters Score -1324894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1324899.625000 Penalty: 4607.098145
	Iteration 27Q: 3 clusters Score -1324900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1324901.500000 Penalty: 4607.098145
	Iteration 28Q: 3 clusters Score -1324902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1324900.125000 Penalty: 4607.098145
	Iteration 29Q: 3 clusters Score -1324900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1324903.375000 Penalty: 4607.098145
	Iteration 30Q: 3 clusters Score -1324903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1324903.375000 Penalty: 4607.098145
	Iteration 31F: 3 clusters Score -1324903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -25452.269531 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -25452.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24325.234375 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -24325.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24618.349609 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -24618.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24736.472656 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -24736.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24834.267578 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -24834.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24869.878906 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -24869.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24887.060547 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -24887.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24894.781250 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -24894.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24899.488281 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -24899.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24905.300781 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -24905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24905.300781 Penalty: 2864.177490
	Iteration 9F: 3 clusters Score -24905.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Entering Unmasked Estep 
Score: -6683434.500000 Penalty: 2696.681885
	Iteration 0F: 2 clusters Score -6683434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6647994.500000 Penalty: 5393.363770
	Iteration 0F: 3 clusters Score -6647994 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6661377.500000 Penalty: 5393.363770
	Iteration 1F: 3 clusters Score -6661378 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6661897.500000 Penalty: 5393.363770
	Iteration 2Q: 3 clusters Score -6661898 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -6662611.000000 Penalty: 5393.363770
	Iteration 3Q: 3 clusters Score -6662611 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6663584.000000 Penalty: 5393.363770
	Iteration 4Q: 3 clusters Score -6663584 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -6665059.500000 Penalty: 5393.363770
	Iteration 5F: 3 clusters Score -6665060 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6667373.000000 Penalty: 5393.363770
	Iteration 6F: 3 clusters Score -6667373 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6670724.000000 Penalty: 5393.363770
	Iteration 7F: 3 clusters Score -6670724 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -6674527.000000 Penalty: 5393.363770
	Iteration 8F: 3 clusters Score -6674527 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6677690.000000 Penalty: 5393.363770
	Iteration 9F: 3 clusters Score -6677690 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6679518.000000 Penalty: 5393.363770
	Iteration 10Q: 3 clusters Score -6679518 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -6680360.500000 Penalty: 5393.363770
	Iteration 11Q: 3 clusters Score -6680360 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6680739.000000 Penalty: 5393.363770
	Iteration 12Q: 3 clusters Score -6680739 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6680976.500000 Penalty: 5393.363770
	Iteration 13Q: 3 clusters Score -6680976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6681075.000000 Penalty: 5393.363770
	Iteration 14Q: 3 clusters Score -6681075 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -6681154.000000 Penalty: 5393.363770
	Iteration 15Q: 3 clusters Score -6681154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -6681170.500000 Penalty: 5393.363770
	Iteration 16Q: 3 clusters Score -6681170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -6681211.000000 Penalty: 5393.363770
	Iteration 17Q: 3 clusters Score -6681211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6681231.500000 Penalty: 5393.363770
	Iteration 18Q: 3 clusters Score -6681232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -6681251.500000 Penalty: 5393.363770
	Iteration 19Q: 3 clusters Score -6681252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -6681271.500000 Penalty: 5393.363770
	Iteration 20F: 3 clusters Score -6681272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -6681268.500000 Penalty: 5393.363770
	Iteration 21Q: 3 clusters Score -6681268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -6681269.000000 Penalty: 5393.363770
	Iteration 22Q: 3 clusters Score -6681269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6681268.500000 Penalty: 5393.363770
	Iteration 23Q: 3 clusters Score -6681268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -6681274.500000 Penalty: 5393.363770
	Iteration 24Q: 3 clusters Score -6681274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -6681285.000000 Penalty: 5393.363770
	Iteration 25Q: 3 clusters Score -6681285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6681306.000000 Penalty: 5393.363770
	Iteration 26Q: 3 clusters Score -6681306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -6681310.000000 Penalty: 5393.363770
	Iteration 27Q: 3 clusters Score -6681310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6681311.000000 Penalty: 5393.363770
	Iteration 28Q: 3 clusters Score -6681311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6681311.500000 Penalty: 5393.363770
	Iteration 29Q: 3 clusters Score -6681312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6681311.500000 Penalty: 5393.363770
	Iteration 30F: 3 clusters Score -6681312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Entering Unmasked Estep 
Score: -8290220.000000 Penalty: 2756.441650
	Iteration 0F: 2 clusters Score -8290220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8245275.500000 Penalty: 5512.883301
	Iteration 0F: 3 clusters Score -8245276 nChanged 31303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -8262577.500000 Penalty: 5512.883301
	Iteration 1F: 3 clusters Score -8262578 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8263144.000000 Penalty: 5512.883301
	Iteration 2Q: 3 clusters Score -8263144 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -8263735.500000 Penalty: 5512.883301
	Iteration 3Q: 3 clusters Score -8263736 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -8264657.000000 Penalty: 5512.883301
	Iteration 4Q: 3 clusters Score -8264657 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -8266348.500000 Penalty: 5512.883301
	Iteration 5F: 3 clusters Score -8266348 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -8269369.000000 Penalty: 5512.883301
	Iteration 6F: 3 clusters Score -8269369 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -8274163.000000 Penalty: 5512.883301
	Iteration 7F: 3 clusters Score -8274163 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -8280011.500000 Penalty: 5512.883301
	Iteration 8F: 3 clusters Score -8280012 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8284563.500000 Penalty: 5512.883301
	Iteration 9F: 3 clusters Score -8284564 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -8286678.500000 Penalty: 5512.883301
	Iteration 10Q: 3 clusters Score -8286678 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -8287418.000000 Penalty: 5512.883301
	Iteration 11Q: 3 clusters Score -8287418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -8287638.500000 Penalty: 5512.883301
	Iteration 12Q: 3 clusters Score -8287638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -8287743.000000 Penalty: 5512.883301
	Iteration 13Q: 3 clusters Score -8287743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8287786.000000 Penalty: 5512.883301
	Iteration 14Q: 3 clusters Score -8287786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -8287828.000000 Penalty: 5512.883301
	Iteration 15Q: 3 clusters Score -8287828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -8287838.000000 Penalty: 5512.883301
	Iteration 16Q: 3 clusters Score -8287838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -8287854.000000 Penalty: 5512.883301
	Iteration 17Q: 3 clusters Score -8287854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8287856.000000 Penalty: 5512.883301
	Iteration 18Q: 3 clusters Score -8287856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -8287863.500000 Penalty: 5512.883301
	Iteration 19Q: 3 clusters Score -8287864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -8287865.500000 Penalty: 5512.883301
	Iteration 20F: 3 clusters Score -8287866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8287862.500000 Penalty: 5512.883301
	Iteration 21Q: 3 clusters Score -8287862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8287870.500000 Penalty: 5512.883301
	Iteration 22Q: 3 clusters Score -8287870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8287878.500000 Penalty: 5512.883301
	Iteration 23Q: 3 clusters Score -8287878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8287879.000000 Penalty: 5512.883301
	Iteration 24Q: 3 clusters Score -8287879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8287881.500000 Penalty: 5512.883301
	Iteration 25Q: 3 clusters Score -8287882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8287881.500000 Penalty: 5512.883301
	Iteration 26F: 3 clusters Score -8287882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166650 members 
Entering Unmasked Estep 
Score: -20608816.000000 Penalty: 2981.865479
	Iteration 0F: 2 clusters Score -2.060882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -20497252.000000 Penalty: 5963.730957
	Iteration 0F: 3 clusters Score -2.049725e+07 nChanged 79922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -20543016.000000 Penalty: 5963.730957
	Iteration 1F: 3 clusters Score -2.054302e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -20544002.000000 Penalty: 5963.730957
	Iteration 2Q: 3 clusters Score -2.0544e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -20545256.000000 Penalty: 5963.730957
	Iteration 3Q: 3 clusters Score -2.054526e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -20546880.000000 Penalty: 5963.730957
	Iteration 4Q: 3 clusters Score -2.054688e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -20549278.000000 Penalty: 5963.730957
	Iteration 5Q: 3 clusters Score -2.054928e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -20552996.000000 Penalty: 5963.730957
	Iteration 6F: 3 clusters Score -2.0553e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -20559042.000000 Penalty: 5963.730957
	Iteration 7F: 3 clusters Score -2.055904e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -20567024.000000 Penalty: 5963.730957
	Iteration 8F: 3 clusters Score -2.056702e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 129120 members 
Entering Unmasked Estep 
Score: -20576650.000000 Penalty: 5963.730957
	Iteration 9F: 3 clusters Score -2.057665e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -20585424.000000 Penalty: 5963.730957
	Iteration 10F: 3 clusters Score -2.058542e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 148241 members 
Entering Unmasked Estep 
Score: -20592490.000000 Penalty: 5963.730957
	Iteration 11F: 3 clusters Score -2.059249e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -20597626.000000 Penalty: 5963.730957
	Iteration 12Q: 3 clusters Score -2.059763e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 159026 members 
Entering Unmasked Estep 
Score: -20601232.000000 Penalty: 5963.730957
	Iteration 13Q: 3 clusters Score -2.060123e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -20603448.000000 Penalty: 5963.730957
	Iteration 14Q: 3 clusters Score -2.060345e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 163478 members 
Entering Unmasked Estep 
Score: -20604722.000000 Penalty: 5963.730957
	Iteration 15Q: 3 clusters Score -2.060472e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -20605384.000000 Penalty: 5963.730957
	Iteration 16Q: 3 clusters Score -2.060538e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -20605742.000000 Penalty: 5963.730957
	Iteration 17Q: 3 clusters Score -2.060574e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -20606006.000000 Penalty: 5963.730957
	Iteration 18Q: 3 clusters Score -2.060601e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -20606218.000000 Penalty: 5963.730957
	Iteration 19Q: 3 clusters Score -2.060622e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -20606330.000000 Penalty: 5963.730957
	Iteration 20F: 3 clusters Score -2.060633e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -20606388.000000 Penalty: 5963.730957
	Iteration 21Q: 3 clusters Score -2.060639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 165694 members 
Entering Unmasked Estep 
Score: -20606434.000000 Penalty: 5963.730957
	Iteration 22Q: 3 clusters Score -2.060643e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -20606470.000000 Penalty: 5963.730957
	Iteration 23Q: 3 clusters Score -2.060647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -20606504.000000 Penalty: 5963.730957
	Iteration 24Q: 3 clusters Score -2.06065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -20606496.000000 Penalty: 5963.730957
	Iteration 25Q: 3 clusters Score -2.06065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 165789 members 
Entering Unmasked Estep 
Score: -20606514.000000 Penalty: 5963.730957
	Iteration 26Q: 3 clusters Score -2.060651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 165788 members 
Entering Unmasked Estep 
Score: -20606534.000000 Penalty: 5963.730957
	Iteration 27Q: 3 clusters Score -2.060653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 165792 members 
Entering Unmasked Estep 
Score: -20606538.000000 Penalty: 5963.730957
	Iteration 28Q: 3 clusters Score -2.060654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -20606554.000000 Penalty: 5963.730957
	Iteration 29Q: 3 clusters Score -2.060655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 165797 members 
Entering Unmasked Estep 
Score: -20606552.000000 Penalty: 5963.730957
	Iteration 30Q: 3 clusters Score -2.060655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -20606576.000000 Penalty: 5963.730957
	Iteration 31Q: 3 clusters Score -2.060658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -20606566.000000 Penalty: 5963.730957
	Iteration 32Q: 3 clusters Score -2.060657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -20606566.000000 Penalty: 5963.730957
	Iteration 33Q: 3 clusters Score -2.060657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -20606566.000000 Penalty: 5963.730957
	Iteration 34Q: 3 clusters Score -2.060657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -20606572.000000 Penalty: 5963.730957
	Iteration 35Q: 3 clusters Score -2.060657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -20606574.000000 Penalty: 5963.730957
	Iteration 36Q: 3 clusters Score -2.060657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -20606566.000000 Penalty: 5963.730957
	Iteration 37Q: 3 clusters Score -2.060657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -20606566.000000 Penalty: 5963.730957
	Iteration 38Q: 3 clusters Score -2.060657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -20606562.000000 Penalty: 5963.730957
	Iteration 39Q: 3 clusters Score -2.060656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -20606552.000000 Penalty: 5963.730957
	Iteration 40F: 3 clusters Score -2.060655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -20606556.000000 Penalty: 5963.730957
	Iteration 41Q: 3 clusters Score -2.060656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -20606556.000000 Penalty: 5963.730957
	Iteration 42F: 3 clusters Score -2.060656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Entering Unmasked Estep 
Score: -2880180.500000 Penalty: 2507.424561
	Iteration 0F: 2 clusters Score -2880180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2863114.250000 Penalty: 5014.849121
	Iteration 0F: 3 clusters Score -2863114 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2868961.500000 Penalty: 5014.849121
	Iteration 1F: 3 clusters Score -2868962 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2869492.250000 Penalty: 5014.849121
	Iteration 2F: 3 clusters Score -2869492 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2870004.500000 Penalty: 5014.849121
	Iteration 3F: 3 clusters Score -2870004 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2870560.500000 Penalty: 5014.849121
	Iteration 4Q: 3 clusters Score -2870560 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2871163.750000 Penalty: 5014.849121
	Iteration 5Q: 3 clusters Score -2871164 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2871830.750000 Penalty: 5014.849121
	Iteration 6Q: 3 clusters Score -2871831 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2872546.000000 Penalty: 5014.849121
	Iteration 7F: 3 clusters Score -2872546 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2873210.250000 Penalty: 5014.849121
	Iteration 8Q: 3 clusters Score -2873210 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2873809.000000 Penalty: 5014.849121
	Iteration 9Q: 3 clusters Score -2873809 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2874415.750000 Penalty: 5014.849121
	Iteration 10Q: 3 clusters Score -2874416 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2874953.500000 Penalty: 5014.849121
	Iteration 11Q: 3 clusters Score -2874954 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2875406.500000 Penalty: 5014.849121
	Iteration 12Q: 3 clusters Score -2875406 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2875785.750000 Penalty: 5014.849121
	Iteration 13Q: 3 clusters Score -2875786 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2876071.750000 Penalty: 5014.849121
	Iteration 14Q: 3 clusters Score -2876072 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2876267.750000 Penalty: 5014.849121
	Iteration 15Q: 3 clusters Score -2876268 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2876399.500000 Penalty: 5014.849121
	Iteration 16Q: 3 clusters Score -2876400 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2876505.250000 Penalty: 5014.849121
	Iteration 17Q: 3 clusters Score -2876505 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2876627.500000 Penalty: 5014.849121
	Iteration 18Q: 3 clusters Score -2876628 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2876701.250000 Penalty: 5014.849121
	Iteration 19Q: 3 clusters Score -2876701 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2876751.000000 Penalty: 5014.849121
	Iteration 20F: 3 clusters Score -2876751 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2876793.750000 Penalty: 5014.849121
	Iteration 21Q: 3 clusters Score -2876794 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2876839.500000 Penalty: 5014.849121
	Iteration 22Q: 3 clusters Score -2876840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2876877.250000 Penalty: 5014.849121
	Iteration 23Q: 3 clusters Score -2876877 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2876908.000000 Penalty: 5014.849121
	Iteration 24Q: 3 clusters Score -2876908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2876945.250000 Penalty: 5014.849121
	Iteration 25Q: 3 clusters Score -2876945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2876961.750000 Penalty: 5014.849121
	Iteration 26Q: 3 clusters Score -2876962 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2876988.500000 Penalty: 5014.849121
	Iteration 27Q: 3 clusters Score -2876988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2877014.750000 Penalty: 5014.849121
	Iteration 28Q: 3 clusters Score -2877015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2877035.500000 Penalty: 5014.849121
	Iteration 29Q: 3 clusters Score -2877036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2877071.500000 Penalty: 5014.849121
	Iteration 30Q: 3 clusters Score -2877072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2877115.250000 Penalty: 5014.849121
	Iteration 31Q: 3 clusters Score -2877115 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2877164.250000 Penalty: 5014.849121
	Iteration 32Q: 3 clusters Score -2877164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2877224.250000 Penalty: 5014.849121
	Iteration 33Q: 3 clusters Score -2877224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2877251.250000 Penalty: 5014.849121
	Iteration 34Q: 3 clusters Score -2877251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2877287.000000 Penalty: 5014.849121
	Iteration 35Q: 3 clusters Score -2877287 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2877345.750000 Penalty: 5014.849121
	Iteration 36Q: 3 clusters Score -2877346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2877395.000000 Penalty: 5014.849121
	Iteration 37Q: 3 clusters Score -2877395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2877439.250000 Penalty: 5014.849121
	Iteration 38Q: 3 clusters Score -2877439 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2877480.000000 Penalty: 5014.849121
	Iteration 39Q: 3 clusters Score -2877480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2877506.500000 Penalty: 5014.849121
	Iteration 40F: 3 clusters Score -2877506 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2877549.000000 Penalty: 5014.849121
	Iteration 41Q: 3 clusters Score -2877549 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2877595.250000 Penalty: 5014.849121
	Iteration 42Q: 3 clusters Score -2877595 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2877650.750000 Penalty: 5014.849121
	Iteration 43Q: 3 clusters Score -2877651 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2877708.750000 Penalty: 5014.849121
	Iteration 44Q: 3 clusters Score -2877709 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2877762.000000 Penalty: 5014.849121
	Iteration 45Q: 3 clusters Score -2877762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2877827.250000 Penalty: 5014.849121
	Iteration 46Q: 3 clusters Score -2877827 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2877884.750000 Penalty: 5014.849121
	Iteration 47Q: 3 clusters Score -2877885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2877938.750000 Penalty: 5014.849121
	Iteration 48Q: 3 clusters Score -2877939 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2877998.000000 Penalty: 5014.849121
	Iteration 49Q: 3 clusters Score -2877998 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2878063.000000 Penalty: 5014.849121
	Iteration 50Q: 3 clusters Score -2878063 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2878123.250000 Penalty: 5014.849121
	Iteration 51Q: 3 clusters Score -2878123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2878151.750000 Penalty: 5014.849121
	Iteration 52Q: 3 clusters Score -2878152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2878215.250000 Penalty: 5014.849121
	Iteration 53Q: 3 clusters Score -2878215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2878268.000000 Penalty: 5014.849121
	Iteration 54Q: 3 clusters Score -2878268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2878330.250000 Penalty: 5014.849121
	Iteration 55Q: 3 clusters Score -2878330 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2878385.000000 Penalty: 5014.849121
	Iteration 56Q: 3 clusters Score -2878385 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2878445.250000 Penalty: 5014.849121
	Iteration 57Q: 3 clusters Score -2878445 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2878490.500000 Penalty: 5014.849121
	Iteration 58Q: 3 clusters Score -2878490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2878540.750000 Penalty: 5014.849121
	Iteration 59Q: 3 clusters Score -2878541 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2878577.500000 Penalty: 5014.849121
	Iteration 60F: 3 clusters Score -2878578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2878599.500000 Penalty: 5014.849121
	Iteration 61Q: 3 clusters Score -2878600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2878625.250000 Penalty: 5014.849121
	Iteration 62Q: 3 clusters Score -2878625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2878659.000000 Penalty: 5014.849121
	Iteration 63Q: 3 clusters Score -2878659 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2878677.500000 Penalty: 5014.849121
	Iteration 64Q: 3 clusters Score -2878678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2878716.500000 Penalty: 5014.849121
	Iteration 65Q: 3 clusters Score -2878716 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2878748.750000 Penalty: 5014.849121
	Iteration 66Q: 3 clusters Score -2878749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2878774.000000 Penalty: 5014.849121
	Iteration 67Q: 3 clusters Score -2878774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2878804.500000 Penalty: 5014.849121
	Iteration 68Q: 3 clusters Score -2878804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2878824.250000 Penalty: 5014.849121
	Iteration 69Q: 3 clusters Score -2878824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2878846.000000 Penalty: 5014.849121
	Iteration 70Q: 3 clusters Score -2878846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2878861.250000 Penalty: 5014.849121
	Iteration 71Q: 3 clusters Score -2878861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2878874.000000 Penalty: 5014.849121
	Iteration 72Q: 3 clusters Score -2878874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2878893.000000 Penalty: 5014.849121
	Iteration 73Q: 3 clusters Score -2878893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2878907.500000 Penalty: 5014.849121
	Iteration 74Q: 3 clusters Score -2878908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2878907.500000 Penalty: 5014.849121
	Iteration 75Q: 3 clusters Score -2878908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2878926.500000 Penalty: 5014.849121
	Iteration 76Q: 3 clusters Score -2878926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2878938.750000 Penalty: 5014.849121
	Iteration 77Q: 3 clusters Score -2878939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2878951.000000 Penalty: 5014.849121
	Iteration 78Q: 3 clusters Score -2878951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2878962.500000 Penalty: 5014.849121
	Iteration 79Q: 3 clusters Score -2878962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2878960.000000 Penalty: 5014.849121
	Iteration 80F: 3 clusters Score -2878960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2878966.500000 Penalty: 5014.849121
	Iteration 81Q: 3 clusters Score -2878966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2878972.250000 Penalty: 5014.849121
	Iteration 82Q: 3 clusters Score -2878972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2878980.250000 Penalty: 5014.849121
	Iteration 83Q: 3 clusters Score -2878980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2878989.250000 Penalty: 5014.849121
	Iteration 84Q: 3 clusters Score -2878989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2878993.250000 Penalty: 5014.849121
	Iteration 85Q: 3 clusters Score -2878993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2879001.500000 Penalty: 5014.849121
	Iteration 86Q: 3 clusters Score -2879002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2878995.250000 Penalty: 5014.849121
	Iteration 87Q: 3 clusters Score -2878995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2879004.250000 Penalty: 5014.849121
	Iteration 88Q: 3 clusters Score -2879004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2879013.000000 Penalty: 5014.849121
	Iteration 89Q: 3 clusters Score -2879013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2879008.250000 Penalty: 5014.849121
	Iteration 90Q: 3 clusters Score -2879008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2879009.000000 Penalty: 5014.849121
	Iteration 91Q: 3 clusters Score -2879009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2879013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2879009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2879010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2879012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2879012.250000 Penalty: 5014.849121
	Iteration 96F: 3 clusters Score -2879012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Entering Unmasked Estep 
Score: -1535849.250000 Penalty: 2330.863770
	Iteration 0F: 2 clusters Score -1535849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1526837 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1529569 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1529967 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1530251 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1530464 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1530624 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1530744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1530838.375000 Penalty: 4661.727539
	Iteration 7Q: 3 clusters Score -1530838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1530941 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1531050.750000 Penalty: 4661.727539
	Iteration 9Q: 3 clusters Score -1531051 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1531171 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1531298 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1531447 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1531621.875000 Penalty: 4661.727539
	Iteration 13Q: 3 clusters Score -1531622 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1531822 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1531993.000000 Penalty: 4661.727539
	Iteration 15Q: 3 clusters Score -1531993 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1532182.500000 Penalty: 4661.727539
	Iteration 16Q: 3 clusters Score -1532182 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1532397.500000 Penalty: 4661.727539
	Iteration 17Q: 3 clusters Score -1532398 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1532601.875000 Penalty: 4661.727539
	Iteration 18Q: 3 clusters Score -1532602 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1532770.750000 Penalty: 4661.727539
	Iteration 19Q: 3 clusters Score -1532771 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1532910.750000 Penalty: 4661.727539
	Iteration 20F: 3 clusters Score -1532911 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1533033.375000 Penalty: 4661.727539
	Iteration 21Q: 3 clusters Score -1533033 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1533146.375000 Penalty: 4661.727539
	Iteration 22Q: 3 clusters Score -1533146 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1533235.500000 Penalty: 4661.727539
	Iteration 23Q: 3 clusters Score -1533236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1533319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1533378.125000 Penalty: 4661.727539
	Iteration 25Q: 3 clusters Score -1533378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1533432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1533485 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1533516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1533548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1533575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1533594.875000 Penalty: 4661.727539
	Iteration 31Q: 3 clusters Score -1533595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1533612.750000 Penalty: 4661.727539
	Iteration 32Q: 3 clusters Score -1533613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1533619.750000 Penalty: 4661.727539
	Iteration 33Q: 3 clusters Score -1533620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1533628.750000 Penalty: 4661.727539
	Iteration 34Q: 3 clusters Score -1533629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1533633.000000 Penalty: 4661.727539
	Iteration 35Q: 3 clusters Score -1533633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1533638.000000 Penalty: 4661.727539
	Iteration 36Q: 3 clusters Score -1533638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1533649.625000 Penalty: 4661.727539
	Iteration 37Q: 3 clusters Score -1533650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1533656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1533659.250000 Penalty: 4661.727539
	Iteration 39Q: 3 clusters Score -1533659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1533668.375000 Penalty: 4661.727539
	Iteration 40F: 3 clusters Score -1533668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1533679.125000 Penalty: 4661.727539
	Iteration 41Q: 3 clusters Score -1533679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1533685.250000 Penalty: 4661.727539
	Iteration 42Q: 3 clusters Score -1533685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1533699.125000 Penalty: 4661.727539
	Iteration 43Q: 3 clusters Score -1533699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1533710.125000 Penalty: 4661.727539
	Iteration 44Q: 3 clusters Score -1533710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1533716.750000 Penalty: 4661.727539
	Iteration 45Q: 3 clusters Score -1533717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1533728.625000 Penalty: 4661.727539
	Iteration 46Q: 3 clusters Score -1533729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1533734.375000 Penalty: 4661.727539
	Iteration 47Q: 3 clusters Score -1533734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1533742.250000 Penalty: 4661.727539
	Iteration 48Q: 3 clusters Score -1533742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1533747.750000 Penalty: 4661.727539
	Iteration 49Q: 3 clusters Score -1533748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1533752.750000 Penalty: 4661.727539
	Iteration 50Q: 3 clusters Score -1533753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1533762.125000 Penalty: 4661.727539
	Iteration 51Q: 3 clusters Score -1533762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1533767.125000 Penalty: 4661.727539
	Iteration 52Q: 3 clusters Score -1533767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1533768.750000 Penalty: 4661.727539
	Iteration 53Q: 3 clusters Score -1533769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1533770.875000 Penalty: 4661.727539
	Iteration 54Q: 3 clusters Score -1533771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1533774.625000 Penalty: 4661.727539
	Iteration 55Q: 3 clusters Score -1533775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1533779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1533786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1533795.125000 Penalty: 4661.727539
	Iteration 58Q: 3 clusters Score -1533795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1533805.250000 Penalty: 4661.727539
	Iteration 59Q: 3 clusters Score -1533805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1533806.625000 Penalty: 4661.727539
	Iteration 60F: 3 clusters Score -1533807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1533817.875000 Penalty: 4661.727539
	Iteration 61Q: 3 clusters Score -1533818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1533831.000000 Penalty: 4661.727539
	Iteration 62Q: 3 clusters Score -1533831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1533840.375000 Penalty: 4661.727539
	Iteration 63Q: 3 clusters Score -1533840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1533849.000000 Penalty: 4661.727539
	Iteration 64Q: 3 clusters Score -1533849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1533854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1533863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1533867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1533874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1533878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1533883.250000 Penalty: 4661.727539
	Iteration 70Q: 3 clusters Score -1533883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1533888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1533892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1533897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1533902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1533906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1533907.250000 Penalty: 4661.727539
	Iteration 76Q: 3 clusters Score -1533907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1533910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1533918.250000 Penalty: 4661.727539
	Iteration 78Q: 3 clusters Score -1533918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1533923.750000 Penalty: 4661.727539
	Iteration 79Q: 3 clusters Score -1533924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1533934.250000 Penalty: 4661.727539
	Iteration 80F: 3 clusters Score -1533934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1533943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1533952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1533956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1533965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1533966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1533971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1533972.125000 Penalty: 4661.727539
	Iteration 87Q: 3 clusters Score -1533972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1533978.625000 Penalty: 4661.727539
	Iteration 88Q: 3 clusters Score -1533979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1533982.875000 Penalty: 4661.727539
	Iteration 89Q: 3 clusters Score -1533983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1533985.125000 Penalty: 4661.727539
	Iteration 90Q: 3 clusters Score -1533985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1533986.625000 Penalty: 4661.727539
	Iteration 91Q: 3 clusters Score -1533987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1533988.125000 Penalty: 4661.727539
	Iteration 92Q: 3 clusters Score -1533988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1533989.750000 Penalty: 4661.727539
	Iteration 93Q: 3 clusters Score -1533990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1533989.250000 Penalty: 4661.727539
	Iteration 94Q: 3 clusters Score -1533989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1533990.125000 Penalty: 4661.727539
	Iteration 95Q: 3 clusters Score -1533990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1533992.000000 Penalty: 4661.727539
	Iteration 96Q: 3 clusters Score -1533992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1533995.250000 Penalty: 4661.727539
	Iteration 97Q: 3 clusters Score -1533995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1533995.125000 Penalty: 4661.727539
	Iteration 98Q: 3 clusters Score -1533995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1533999.500000 Penalty: 4661.727539
	Iteration 99Q: 3 clusters Score -1534000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1534005.000000 Penalty: 4661.727539
	Iteration 100F: 3 clusters Score -1534005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1534006.000000 Penalty: 4661.727539
	Iteration 101Q: 3 clusters Score -1534006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1534008.625000 Penalty: 4661.727539
	Iteration 102Q: 3 clusters Score -1534009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1534015.500000 Penalty: 4661.727539
	Iteration 103Q: 3 clusters Score -1534016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1534017.875000 Penalty: 4661.727539
	Iteration 104Q: 3 clusters Score -1534018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1534016.375000 Penalty: 4661.727539
	Iteration 105Q: 3 clusters Score -1534016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1534019.625000 Penalty: 4661.727539
	Iteration 106Q: 3 clusters Score -1534020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1534017.000000 Penalty: 4661.727539
	Iteration 107Q: 3 clusters Score -1534017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1534017.000000 Penalty: 4661.727539
	Iteration 108F: 3 clusters Score -1534017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -234729.703125 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -234729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -231990.546875 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -231990.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232578.765625 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -232578.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232753.203125 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -232753.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232883.359375 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -232883.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232961.828125 Penalty: 3819.795166
	Iteration 4Q: 3 clusters Score -232961.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -233005.937500 Penalty: 3819.795166
	Iteration 5Q: 3 clusters Score -233005.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -233054.078125 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -233054.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233094.671875 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -233094.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233114.281250 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -233114.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -233130.437500 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -233130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -233145.218750 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -233145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -233152.312500 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -233152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233160.593750 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -233160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233167.843750 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -233167.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -233175.671875 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -233175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -233181.078125 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -233181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -233188.125000 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -233188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -233195.125000 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -233195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -233205.625000 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -233205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233211.296875 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -233211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233215.781250 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -233215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -233219.125000 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -233219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233221.296875 Penalty: 3819.795166
	Iteration 22Q: 3 clusters Score -233221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -233224.484375 Penalty: 3819.795166
	Iteration 23Q: 3 clusters Score -233224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -233228.406250 Penalty: 3819.795166
	Iteration 24Q: 3 clusters Score -233228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233231.265625 Penalty: 3819.795166
	Iteration 25Q: 3 clusters Score -233231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233234.062500 Penalty: 3819.795166
	Iteration 26Q: 3 clusters Score -233234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -233239.234375 Penalty: 3819.795166
	Iteration 27Q: 3 clusters Score -233239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233241.328125 Penalty: 3819.795166
	Iteration 28Q: 3 clusters Score -233241.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -233246.500000 Penalty: 3819.795166
	Iteration 29Q: 3 clusters Score -233246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -233251.625000 Penalty: 3819.795166
	Iteration 30Q: 3 clusters Score -233251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -233252.375000 Penalty: 3819.795166
	Iteration 31Q: 3 clusters Score -233252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -233256.437500 Penalty: 3819.795166
	Iteration 32Q: 3 clusters Score -233256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233260.421875 Penalty: 3819.795166
	Iteration 33Q: 3 clusters Score -233260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233262.343750 Penalty: 3819.795166
	Iteration 34Q: 3 clusters Score -233262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -233268.359375 Penalty: 3819.795166
	Iteration 35Q: 3 clusters Score -233268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233274.343750 Penalty: 3819.795166
	Iteration 36Q: 3 clusters Score -233274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -233281.453125 Penalty: 3819.795166
	Iteration 37Q: 3 clusters Score -233281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -233296.218750 Penalty: 3819.795166
	Iteration 38Q: 3 clusters Score -233296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -233318.250000 Penalty: 3819.795166
	Iteration 39Q: 3 clusters Score -233318.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233343.343750 Penalty: 3819.795166
	Iteration 40F: 3 clusters Score -233343.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -233362.812500 Penalty: 3819.795166
	Iteration 41Q: 3 clusters Score -233362.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -233374.375000 Penalty: 3819.795166
	Iteration 42Q: 3 clusters Score -233374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233381.390625 Penalty: 3819.795166
	Iteration 43Q: 3 clusters Score -233381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -233388.609375 Penalty: 3819.795166
	Iteration 44Q: 3 clusters Score -233388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -233395.843750 Penalty: 3819.795166
	Iteration 45Q: 3 clusters Score -233395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -233404.531250 Penalty: 3819.795166
	Iteration 46Q: 3 clusters Score -233404.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -233408.406250 Penalty: 3819.795166
	Iteration 47Q: 3 clusters Score -233408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -233411.359375 Penalty: 3819.795166
	Iteration 48Q: 3 clusters Score -233411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -233413.765625 Penalty: 3819.795166
	Iteration 49Q: 3 clusters Score -233413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -233414.515625 Penalty: 3819.795166
	Iteration 50Q: 3 clusters Score -233414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -233414.515625 Penalty: 3819.795166
	Iteration 51F: 3 clusters Score -233414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Entering Unmasked Estep 
Score: -6428678.500000 Penalty: 2692.497070
	Iteration 0F: 2 clusters Score -6428678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6393647.500000 Penalty: 5384.994141
	Iteration 0F: 3 clusters Score -6393648 nChanged 24150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6407601.500000 Penalty: 5384.994141
	Iteration 1F: 3 clusters Score -6407602 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6408754.500000 Penalty: 5384.994141
	Iteration 2F: 3 clusters Score -6408754 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6410427.500000 Penalty: 5384.994141
	Iteration 3F: 3 clusters Score -6410428 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6412951.000000 Penalty: 5384.994141
	Iteration 4F: 3 clusters Score -6412951 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -6416440.000000 Penalty: 5384.994141
	Iteration 5F: 3 clusters Score -6416440 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -6420232.000000 Penalty: 5384.994141
	Iteration 6F: 3 clusters Score -6420232 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6423080.000000 Penalty: 5384.994141
	Iteration 7F: 3 clusters Score -6423080 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6424748.500000 Penalty: 5384.994141
	Iteration 8Q: 3 clusters Score -6424748 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6425601.000000 Penalty: 5384.994141
	Iteration 9Q: 3 clusters Score -6425601 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6425980.000000 Penalty: 5384.994141
	Iteration 10Q: 3 clusters Score -6425980 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6426192.000000 Penalty: 5384.994141
	Iteration 11Q: 3 clusters Score -6426192 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6426279.500000 Penalty: 5384.994141
	Iteration 12Q: 3 clusters Score -6426280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6426335.000000 Penalty: 5384.994141
	Iteration 13Q: 3 clusters Score -6426335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6426398.000000 Penalty: 5384.994141
	Iteration 14Q: 3 clusters Score -6426398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6426444.500000 Penalty: 5384.994141
	Iteration 15Q: 3 clusters Score -6426444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6426466.000000 Penalty: 5384.994141
	Iteration 16Q: 3 clusters Score -6426466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6426472.000000 Penalty: 5384.994141
	Iteration 17Q: 3 clusters Score -6426472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6426490.500000 Penalty: 5384.994141
	Iteration 18Q: 3 clusters Score -6426490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6426501.000000 Penalty: 5384.994141
	Iteration 19Q: 3 clusters Score -6426501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6426507.000000 Penalty: 5384.994141
	Iteration 20F: 3 clusters Score -6426507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6426514.000000 Penalty: 5384.994141
	Iteration 21Q: 3 clusters Score -6426514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6426516.000000 Penalty: 5384.994141
	Iteration 22Q: 3 clusters Score -6426516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6426521.500000 Penalty: 5384.994141
	Iteration 23Q: 3 clusters Score -6426522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6426527.500000 Penalty: 5384.994141
	Iteration 24Q: 3 clusters Score -6426528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6426525.000000 Penalty: 5384.994141
	Iteration 25Q: 3 clusters Score -6426525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6426527.500000 Penalty: 5384.994141
	Iteration 26Q: 3 clusters Score -6426528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6426539.500000 Penalty: 5384.994141
	Iteration 27Q: 3 clusters Score -6426540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6426533.000000 Penalty: 5384.994141
	Iteration 28Q: 3 clusters Score -6426533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6426532.000000 Penalty: 5384.994141
	Iteration 29Q: 3 clusters Score -6426532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6426536.000000 Penalty: 5384.994141
	Iteration 30Q: 3 clusters Score -6426536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6426538.000000 Penalty: 5384.994141
	Iteration 31Q: 3 clusters Score -6426538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6426533.500000 Penalty: 5384.994141
	Iteration 32Q: 3 clusters Score -6426534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6426534.000000 Penalty: 5384.994141
	Iteration 33Q: 3 clusters Score -6426534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6426531.500000 Penalty: 5384.994141
	Iteration 34Q: 3 clusters Score -6426532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6426531.000000 Penalty: 5384.994141
	Iteration 35Q: 3 clusters Score -6426531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6426540.000000 Penalty: 5384.994141
	Iteration 36Q: 3 clusters Score -6426540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6426536.500000 Penalty: 5384.994141
	Iteration 37Q: 3 clusters Score -6426536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6426538.500000 Penalty: 5384.994141
	Iteration 38Q: 3 clusters Score -6426538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6426540.500000 Penalty: 5384.994141
	Iteration 39Q: 3 clusters Score -6426540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6426546.500000 Penalty: 5384.994141
	Iteration 40F: 3 clusters Score -6426546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6426552.000000 Penalty: 5384.994141
	Iteration 41Q: 3 clusters Score -6426552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6426552.000000 Penalty: 5384.994141
	Iteration 42F: 3 clusters Score -6426552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -469721.906250 Penalty: 2065.276123
	Iteration 0F: 2 clusters Score -469721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -465782.062500 Penalty: 4130.552246
	Iteration 0F: 3 clusters Score -465782.1 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -466742.593750 Penalty: 4130.552246
	Iteration 1F: 3 clusters Score -466742.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -467037.718750 Penalty: 4130.552246
	Iteration 2F: 3 clusters Score -467037.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -467423.000000 Penalty: 4130.552246
	Iteration 3F: 3 clusters Score -467423 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -468070.968750 Penalty: 4130.552246
	Iteration 4F: 3 clusters Score -468071 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -469069.218750 Penalty: 4130.552246
	Iteration 5F: 3 clusters Score -469069.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -470062.093750 Penalty: 4130.552246
	Iteration 6F: 3 clusters Score -470062.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -470671.218750 Penalty: 4130.552246
	Iteration 7F: 3 clusters Score -470671.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -470910.625000 Penalty: 4130.552246
	Iteration 8Q: 3 clusters Score -470910.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -470988.500000 Penalty: 4130.552246
	Iteration 9Q: 3 clusters Score -470988.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -471011.062500 Penalty: 4130.552246
	Iteration 10Q: 3 clusters Score -471011.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -471020.875000 Penalty: 4130.552246
	Iteration 11Q: 3 clusters Score -471020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -471023.687500 Penalty: 4130.552246
	Iteration 12Q: 3 clusters Score -471023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -471024.781250 Penalty: 4130.552246
	Iteration 13Q: 3 clusters Score -471024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -471024.781250 Penalty: 4130.552246
	Iteration 14F: 3 clusters Score -471024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 353051 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31623 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 2624 members 
Entering Unmasked Estep 
Score: -141979520.000000 Penalty: 152474.343750
Splitting cluster 14 changes total score from -141980176.000000 to -141979520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -647888.937500 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -647888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -643121.687500 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -643121.7 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -644339.000000 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -644339 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -644596.437500 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -644596.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -644761.750000 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -644761.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -644896.375000 Penalty: 4263.984863
	Iteration 4Q: 3 clusters Score -644896.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -645011.500000 Penalty: 4263.984863
	Iteration 5Q: 3 clusters Score -645011.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -645123.250000 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -645123.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -645235.312500 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -645235.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -645345.375000 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -645345.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -645437.312500 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -645437.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -645513.312500 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -645513.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -645587.625000 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -645587.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -645649.250000 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -645649.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -645695.000000 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -645695 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -645736.562500 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -645736.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -645775.062500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -645775.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -645809.125000 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -645809.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -645844.125000 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -645844.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -645865.000000 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -645865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -645878.312500 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -645878.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -645891.062500 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -645891.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -645903.625000 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -645903.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -645915.000000 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -645915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -645928.875000 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -645928.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -645937.937500 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -645937.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -645950.437500 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -645950.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -645963.000000 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -645963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -645979.937500 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -645979.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -645995.125000 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -645995.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -646014.937500 Penalty: 4263.984863
	Iteration 29Q: 3 clusters Score -646014.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -646036.437500 Penalty: 4263.984863
	Iteration 30Q: 3 clusters Score -646036.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -646056.625000 Penalty: 4263.984863
	Iteration 31Q: 3 clusters Score -646056.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -646082.750000 Penalty: 4263.984863
	Iteration 32Q: 3 clusters Score -646082.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -646117.812500 Penalty: 4263.984863
	Iteration 33Q: 3 clusters Score -646117.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -646152.687500 Penalty: 4263.984863
	Iteration 34Q: 3 clusters Score -646152.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -646204.812500 Penalty: 4263.984863
	Iteration 35Q: 3 clusters Score -646204.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -646256.062500 Penalty: 4263.984863
	Iteration 36Q: 3 clusters Score -646256.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -646299.187500 Penalty: 4263.984863
	Iteration 37Q: 3 clusters Score -646299.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -646340.000000 Penalty: 4263.984863
	Iteration 38Q: 3 clusters Score -646340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -646368.750000 Penalty: 4263.984863
	Iteration 39Q: 3 clusters Score -646368.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -646399.562500 Penalty: 4263.984863
	Iteration 40F: 3 clusters Score -646399.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -646432.250000 Penalty: 4263.984863
	Iteration 41Q: 3 clusters Score -646432.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -646462.375000 Penalty: 4263.984863
	Iteration 42Q: 3 clusters Score -646462.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -646483.250000 Penalty: 4263.984863
	Iteration 43Q: 3 clusters Score -646483.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -646497.437500 Penalty: 4263.984863
	Iteration 44Q: 3 clusters Score -646497.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -646516.812500 Penalty: 4263.984863
	Iteration 45Q: 3 clusters Score -646516.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -646540.062500 Penalty: 4263.984863
	Iteration 46Q: 3 clusters Score -646540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -646559.875000 Penalty: 4263.984863
	Iteration 47Q: 3 clusters Score -646559.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -646575.625000 Penalty: 4263.984863
	Iteration 48Q: 3 clusters Score -646575.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -646584.500000 Penalty: 4263.984863
	Iteration 49Q: 3 clusters Score -646584.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -646595.125000 Penalty: 4263.984863
	Iteration 50Q: 3 clusters Score -646595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -646601.250000 Penalty: 4263.984863
	Iteration 51Q: 3 clusters Score -646601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -646609.562500 Penalty: 4263.984863
	Iteration 52Q: 3 clusters Score -646609.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -646619.750000 Penalty: 4263.984863
	Iteration 53Q: 3 clusters Score -646619.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -646627.500000 Penalty: 4263.984863
	Iteration 54Q: 3 clusters Score -646627.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -646631.000000 Penalty: 4263.984863
	Iteration 55Q: 3 clusters Score -646631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -646641.312500 Penalty: 4263.984863
	Iteration 56Q: 3 clusters Score -646641.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -646644.937500 Penalty: 4263.984863
	Iteration 57Q: 3 clusters Score -646644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -646647.062500 Penalty: 4263.984863
	Iteration 58Q: 3 clusters Score -646647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -646650.875000 Penalty: 4263.984863
	Iteration 59Q: 3 clusters Score -646650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -646653.812500 Penalty: 4263.984863
	Iteration 60F: 3 clusters Score -646653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -646656.750000 Penalty: 4263.984863
	Iteration 61Q: 3 clusters Score -646656.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -646661.062500 Penalty: 4263.984863
	Iteration 62Q: 3 clusters Score -646661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -646661.250000 Penalty: 4263.984863
	Iteration 63Q: 3 clusters Score -646661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -646661.250000 Penalty: 4263.984863
	Iteration 64F: 3 clusters Score -646661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -49525.160156 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -49525.16 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 223 members 
Entering Unmasked Estep 
Score: -48107.558594 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -48107.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48270.175781 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -48270.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48337.414062 Penalty: 3009.939209
	Iteration 2Q: 3 clusters Score -48337.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48364.820312 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -48364.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48369.171875 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -48369.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48369.171875 Penalty: 3009.939209
	Iteration 5F: 3 clusters Score -48369.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (353051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353051 members 
Entering Unmasked Estep 
Score: -44270012.000000 Penalty: 3168.043457
	Iteration 0F: 2 clusters Score -4.427001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -44059628.000000 Penalty: 6336.086914
	Iteration 0F: 3 clusters Score -4.405963e+07 nChanged 171083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177168 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -44160716.000000 Penalty: 6336.086914
	Iteration 1F: 3 clusters Score -4.416072e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177456 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -44161880.000000 Penalty: 6336.086914
	Iteration 2Q: 3 clusters Score -4.416188e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177957 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -44163548.000000 Penalty: 6336.086914
	Iteration 3Q: 3 clusters Score -4.416355e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -44165548.000000 Penalty: 6336.086914
	Iteration 4Q: 3 clusters Score -4.416555e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180232 members 
Mstep: Class 2 contains 172819 members 
Entering Unmasked Estep 
Score: -44168056.000000 Penalty: 6336.086914
	Iteration 5Q: 3 clusters Score -4.416806e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -44172004.000000 Penalty: 6336.086914
	Iteration 6Q: 3 clusters Score -4.4172e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185567 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -44178448.000000 Penalty: 6336.086914
	Iteration 7Q: 3 clusters Score -4.417845e+07 nChanged 17862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190029 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -44188164.000000 Penalty: 6336.086914
	Iteration 8F: 3 clusters Score -4.418816e+07 nChanged 21146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195233 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -44203112.000000 Penalty: 6336.086914
	Iteration 9F: 3 clusters Score -4.420311e+07 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -44220112.000000 Penalty: 6336.086914
	Iteration 10F: 3 clusters Score -4.422011e+07 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204228 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -44231680.000000 Penalty: 6336.086914
	Iteration 11F: 3 clusters Score -4.423168e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207021 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -44235884.000000 Penalty: 6336.086914
	Iteration 12Q: 3 clusters Score -4.423588e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -44237216.000000 Penalty: 6336.086914
	Iteration 13Q: 3 clusters Score -4.423722e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -44238080.000000 Penalty: 6336.086914
	Iteration 14Q: 3 clusters Score -4.423808e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -44238592.000000 Penalty: 6336.086914
	Iteration 15Q: 3 clusters Score -4.423859e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219405 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -44239304.000000 Penalty: 6336.086914
	Iteration 16Q: 3 clusters Score -4.42393e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223175 members 
Mstep: Class 2 contains 129876 members 
Entering Unmasked Estep 
Score: -44239976.000000 Penalty: 6336.086914
	Iteration 17Q: 3 clusters Score -4.423998e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -44240616.000000 Penalty: 6336.086914
	Iteration 18Q: 3 clusters Score -4.424062e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231192 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -44241472.000000 Penalty: 6336.086914
	Iteration 19Q: 3 clusters Score -4.424147e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235592 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -44242064.000000 Penalty: 6336.086914
	Iteration 20F: 3 clusters Score -4.424206e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240029 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -44243048.000000 Penalty: 6336.086914
	Iteration 21Q: 3 clusters Score -4.424305e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244716 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -44243880.000000 Penalty: 6336.086914
	Iteration 22Q: 3 clusters Score -4.424388e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249355 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -44244584.000000 Penalty: 6336.086914
	Iteration 23Q: 3 clusters Score -4.424458e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254086 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -44245532.000000 Penalty: 6336.086914
	Iteration 24Q: 3 clusters Score -4.424553e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258753 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -44246180.000000 Penalty: 6336.086914
	Iteration 25Q: 3 clusters Score -4.424618e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263358 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -44246560.000000 Penalty: 6336.086914
	Iteration 26Q: 3 clusters Score -4.424656e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267786 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -44247136.000000 Penalty: 6336.086914
	Iteration 27Q: 3 clusters Score -4.424714e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272083 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -44247992.000000 Penalty: 6336.086914
	Iteration 28Q: 3 clusters Score -4.424799e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276196 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -44248976.000000 Penalty: 6336.086914
	Iteration 29Q: 3 clusters Score -4.424898e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280347 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -44249712.000000 Penalty: 6336.086914
	Iteration 30Q: 3 clusters Score -4.424971e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284372 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -44250568.000000 Penalty: 6336.086914
	Iteration 31Q: 3 clusters Score -4.425057e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288270 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -44251416.000000 Penalty: 6336.086914
	Iteration 32Q: 3 clusters Score -4.425142e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292073 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -44252384.000000 Penalty: 6336.086914
	Iteration 33Q: 3 clusters Score -4.425238e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295669 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -44253064.000000 Penalty: 6336.086914
	Iteration 34Q: 3 clusters Score -4.425306e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299088 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -44253908.000000 Penalty: 6336.086914
	Iteration 35Q: 3 clusters Score -4.425391e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302339 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -44254944.000000 Penalty: 6336.086914
	Iteration 36Q: 3 clusters Score -4.425494e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305468 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -44256060.000000 Penalty: 6336.086914
	Iteration 37Q: 3 clusters Score -4.425606e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308394 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -44257024.000000 Penalty: 6336.086914
	Iteration 38Q: 3 clusters Score -4.425702e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311036 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -44258272.000000 Penalty: 6336.086914
	Iteration 39Q: 3 clusters Score -4.425827e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313540 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -44259368.000000 Penalty: 6336.086914
	Iteration 40F: 3 clusters Score -4.425937e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315993 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -44260440.000000 Penalty: 6336.086914
	Iteration 41Q: 3 clusters Score -4.426044e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318325 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -44261440.000000 Penalty: 6336.086914
	Iteration 42Q: 3 clusters Score -4.426144e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320433 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -44262416.000000 Penalty: 6336.086914
	Iteration 43Q: 3 clusters Score -4.426242e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322409 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -44263108.000000 Penalty: 6336.086914
	Iteration 44Q: 3 clusters Score -4.426311e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324167 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -44263740.000000 Penalty: 6336.086914
	Iteration 45Q: 3 clusters Score -4.426374e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325833 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -44264164.000000 Penalty: 6336.086914
	Iteration 46Q: 3 clusters Score -4.426416e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327371 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -44264628.000000 Penalty: 6336.086914
	Iteration 47Q: 3 clusters Score -4.426463e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328757 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -44265088.000000 Penalty: 6336.086914
	Iteration 48Q: 3 clusters Score -4.426509e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330049 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -44265516.000000 Penalty: 6336.086914
	Iteration 49Q: 3 clusters Score -4.426552e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331229 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -44266136.000000 Penalty: 6336.086914
	Iteration 50Q: 3 clusters Score -4.426614e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332390 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -44266592.000000 Penalty: 6336.086914
	Iteration 51Q: 3 clusters Score -4.426659e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333465 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -44266976.000000 Penalty: 6336.086914
	Iteration 52Q: 3 clusters Score -4.426698e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334490 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -44267332.000000 Penalty: 6336.086914
	Iteration 53Q: 3 clusters Score -4.426733e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335378 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -44267600.000000 Penalty: 6336.086914
	Iteration 54Q: 3 clusters Score -4.42676e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336188 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -44267756.000000 Penalty: 6336.086914
	Iteration 55Q: 3 clusters Score -4.426776e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336968 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -44268064.000000 Penalty: 6336.086914
	Iteration 56Q: 3 clusters Score -4.426806e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337670 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -44268276.000000 Penalty: 6336.086914
	Iteration 57Q: 3 clusters Score -4.426828e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338299 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -44268416.000000 Penalty: 6336.086914
	Iteration 58Q: 3 clusters Score -4.426842e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338884 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -44268580.000000 Penalty: 6336.086914
	Iteration 59Q: 3 clusters Score -4.426858e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339427 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -44268776.000000 Penalty: 6336.086914
	Iteration 60F: 3 clusters Score -4.426878e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339951 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -44268892.000000 Penalty: 6336.086914
	Iteration 61Q: 3 clusters Score -4.426889e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340407 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -44269024.000000 Penalty: 6336.086914
	Iteration 62Q: 3 clusters Score -4.426902e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340814 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -44269164.000000 Penalty: 6336.086914
	Iteration 63Q: 3 clusters Score -4.426916e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341175 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -44269280.000000 Penalty: 6336.086914
	Iteration 64Q: 3 clusters Score -4.426928e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341492 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -44269376.000000 Penalty: 6336.086914
	Iteration 65Q: 3 clusters Score -4.426938e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341741 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -44269432.000000 Penalty: 6336.086914
	Iteration 66Q: 3 clusters Score -4.426943e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341997 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -44269492.000000 Penalty: 6336.086914
	Iteration 67Q: 3 clusters Score -4.426949e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342227 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -44269664.000000 Penalty: 6336.086914
	Iteration 68Q: 3 clusters Score -4.426966e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342459 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -44269780.000000 Penalty: 6336.086914
	Iteration 69Q: 3 clusters Score -4.426978e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342679 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -44269800.000000 Penalty: 6336.086914
	Iteration 70Q: 3 clusters Score -4.42698e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342853 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -44269860.000000 Penalty: 6336.086914
	Iteration 71Q: 3 clusters Score -4.426986e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343018 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -44269836.000000 Penalty: 6336.086914
	Iteration 72Q: 3 clusters Score -4.426984e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343175 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -44269992.000000 Penalty: 6336.086914
	Iteration 73Q: 3 clusters Score -4.426999e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343301 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -44270016.000000 Penalty: 6336.086914
	Iteration 74Q: 3 clusters Score -4.427002e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343431 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -44270064.000000 Penalty: 6336.086914
	Iteration 75Q: 3 clusters Score -4.427006e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343555 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -44270060.000000 Penalty: 6336.086914
	Iteration 76Q: 3 clusters Score -4.427006e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343672 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -44270048.000000 Penalty: 6336.086914
	Iteration 77Q: 3 clusters Score -4.427005e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343775 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -44270092.000000 Penalty: 6336.086914
	Iteration 78Q: 3 clusters Score -4.427009e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343866 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -44270100.000000 Penalty: 6336.086914
	Iteration 79Q: 3 clusters Score -4.42701e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343947 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -44270096.000000 Penalty: 6336.086914
	Iteration 80F: 3 clusters Score -4.42701e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344007 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -44270136.000000 Penalty: 6336.086914
	Iteration 81Q: 3 clusters Score -4.427014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344059 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -44270140.000000 Penalty: 6336.086914
	Iteration 82Q: 3 clusters Score -4.427014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344111 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -44270152.000000 Penalty: 6336.086914
	Iteration 83Q: 3 clusters Score -4.427015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344162 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -44270156.000000 Penalty: 6336.086914
	Iteration 84Q: 3 clusters Score -4.427016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344210 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -44270184.000000 Penalty: 6336.086914
	Iteration 85Q: 3 clusters Score -4.427018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344257 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -44270176.000000 Penalty: 6336.086914
	Iteration 86Q: 3 clusters Score -4.427018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344286 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -44270152.000000 Penalty: 6336.086914
	Iteration 87Q: 3 clusters Score -4.427015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344310 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -44270160.000000 Penalty: 6336.086914
	Iteration 88Q: 3 clusters Score -4.427016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344340 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -44270196.000000 Penalty: 6336.086914
	Iteration 89Q: 3 clusters Score -4.42702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344366 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -44270180.000000 Penalty: 6336.086914
	Iteration 90Q: 3 clusters Score -4.427018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344387 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -44270160.000000 Penalty: 6336.086914
	Iteration 91Q: 3 clusters Score -4.427016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344402 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -44270152.000000 Penalty: 6336.086914
	Iteration 92Q: 3 clusters Score -4.427015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344427 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -44270176.000000 Penalty: 6336.086914
	Iteration 93Q: 3 clusters Score -4.427018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344450 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -44270164.000000 Penalty: 6336.086914
	Iteration 94Q: 3 clusters Score -4.427016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344469 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -44270204.000000 Penalty: 6336.086914
	Iteration 95Q: 3 clusters Score -4.42702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344491 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -44270240.000000 Penalty: 6336.086914
	Iteration 96Q: 3 clusters Score -4.427024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344511 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -44270236.000000 Penalty: 6336.086914
	Iteration 97Q: 3 clusters Score -4.427024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344529 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -44270240.000000 Penalty: 6336.086914
	Iteration 98Q: 3 clusters Score -4.427024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344545 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -44270272.000000 Penalty: 6336.086914
	Iteration 99Q: 3 clusters Score -4.427027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344560 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -44270284.000000 Penalty: 6336.086914
	Iteration 100F: 3 clusters Score -4.427028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344572 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 101Q: 3 clusters Score -4.42703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344594 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -44270340.000000 Penalty: 6336.086914
	Iteration 102Q: 3 clusters Score -4.427034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344608 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -44270308.000000 Penalty: 6336.086914
	Iteration 103Q: 3 clusters Score -4.427031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344618 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 104Q: 3 clusters Score -4.42703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344621 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -44270292.000000 Penalty: 6336.086914
	Iteration 105Q: 3 clusters Score -4.427029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344625 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -44270312.000000 Penalty: 6336.086914
	Iteration 106Q: 3 clusters Score -4.427031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344633 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -44270300.000000 Penalty: 6336.086914
	Iteration 107Q: 3 clusters Score -4.42703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344643 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -44270316.000000 Penalty: 6336.086914
	Iteration 108Q: 3 clusters Score -4.427032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344651 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -44270316.000000 Penalty: 6336.086914
	Iteration 109Q: 3 clusters Score -4.427032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344658 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -44270280.000000 Penalty: 6336.086914
	Iteration 110Q: 3 clusters Score -4.427028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344664 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 111Q: 3 clusters Score -4.42703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344673 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -44270276.000000 Penalty: 6336.086914
	Iteration 112Q: 3 clusters Score -4.427028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344680 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -44270292.000000 Penalty: 6336.086914
	Iteration 113Q: 3 clusters Score -4.427029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344689 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -44270280.000000 Penalty: 6336.086914
	Iteration 114Q: 3 clusters Score -4.427028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344696 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -44270260.000000 Penalty: 6336.086914
	Iteration 115Q: 3 clusters Score -4.427026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344702 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -44270272.000000 Penalty: 6336.086914
	Iteration 116Q: 3 clusters Score -4.427027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344708 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -44270288.000000 Penalty: 6336.086914
	Iteration 117Q: 3 clusters Score -4.427029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344711 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -44270256.000000 Penalty: 6336.086914
	Iteration 118Q: 3 clusters Score -4.427026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344718 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -44270260.000000 Penalty: 6336.086914
	Iteration 119Q: 3 clusters Score -4.427026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344724 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -44270264.000000 Penalty: 6336.086914
	Iteration 120F: 3 clusters Score -4.427026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344728 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -44270264.000000 Penalty: 6336.086914
	Iteration 121Q: 3 clusters Score -4.427026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344730 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -44270260.000000 Penalty: 6336.086914
	Iteration 122Q: 3 clusters Score -4.427026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344736 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -44270292.000000 Penalty: 6336.086914
	Iteration 123Q: 3 clusters Score -4.427029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344744 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -44270280.000000 Penalty: 6336.086914
	Iteration 124Q: 3 clusters Score -4.427028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344751 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -44270276.000000 Penalty: 6336.086914
	Iteration 125Q: 3 clusters Score -4.427028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344761 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -44270288.000000 Penalty: 6336.086914
	Iteration 126Q: 3 clusters Score -4.427029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344771 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -44270304.000000 Penalty: 6336.086914
	Iteration 127Q: 3 clusters Score -4.42703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344781 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 128Q: 3 clusters Score -4.42703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344787 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 129Q: 3 clusters Score -4.42703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344801 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -44270328.000000 Penalty: 6336.086914
	Iteration 130Q: 3 clusters Score -4.427033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344815 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -44270264.000000 Penalty: 6336.086914
	Iteration 131Q: 3 clusters Score -4.427026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344834 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -44270296.000000 Penalty: 6336.086914
	Iteration 132Q: 3 clusters Score -4.42703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344855 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -44270308.000000 Penalty: 6336.086914
	Iteration 133Q: 3 clusters Score -4.427031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344871 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -44270340.000000 Penalty: 6336.086914
	Iteration 134Q: 3 clusters Score -4.427034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344892 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -44270348.000000 Penalty: 6336.086914
	Iteration 135Q: 3 clusters Score -4.427035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344909 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -44270324.000000 Penalty: 6336.086914
	Iteration 136Q: 3 clusters Score -4.427032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344934 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -44270340.000000 Penalty: 6336.086914
	Iteration 137Q: 3 clusters Score -4.427034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344954 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -44270348.000000 Penalty: 6336.086914
	Iteration 138Q: 3 clusters Score -4.427035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344976 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -44270320.000000 Penalty: 6336.086914
	Iteration 139Q: 3 clusters Score -4.427032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344990 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -44270328.000000 Penalty: 6336.086914
	Iteration 140F: 3 clusters Score -4.427033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345001 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -44270384.000000 Penalty: 6336.086914
	Iteration 141Q: 3 clusters Score -4.427038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345009 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -44270376.000000 Penalty: 6336.086914
	Iteration 142Q: 3 clusters Score -4.427038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345020 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -44270384.000000 Penalty: 6336.086914
	Iteration 143Q: 3 clusters Score -4.427038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345032 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -44270376.000000 Penalty: 6336.086914
	Iteration 144Q: 3 clusters Score -4.427038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345042 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -44270388.000000 Penalty: 6336.086914
	Iteration 145Q: 3 clusters Score -4.427039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345052 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -44270388.000000 Penalty: 6336.086914
	Iteration 146Q: 3 clusters Score -4.427039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345066 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -44270428.000000 Penalty: 6336.086914
	Iteration 147Q: 3 clusters Score -4.427043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345076 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -44270424.000000 Penalty: 6336.086914
	Iteration 148Q: 3 clusters Score -4.427042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345087 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -44270416.000000 Penalty: 6336.086914
	Iteration 149Q: 3 clusters Score -4.427042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345098 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -44270412.000000 Penalty: 6336.086914
	Iteration 150Q: 3 clusters Score -4.427041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345113 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -44270388.000000 Penalty: 6336.086914
	Iteration 151Q: 3 clusters Score -4.427039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345125 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -44270428.000000 Penalty: 6336.086914
	Iteration 152Q: 3 clusters Score -4.427043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345138 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -44270428.000000 Penalty: 6336.086914
	Iteration 153Q: 3 clusters Score -4.427043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345152 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -44270408.000000 Penalty: 6336.086914
	Iteration 154Q: 3 clusters Score -4.427041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345165 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -44270380.000000 Penalty: 6336.086914
	Iteration 155Q: 3 clusters Score -4.427038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345180 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -44270384.000000 Penalty: 6336.086914
	Iteration 156Q: 3 clusters Score -4.427038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345195 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -44270392.000000 Penalty: 6336.086914
	Iteration 157Q: 3 clusters Score -4.427039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345216 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -44270404.000000 Penalty: 6336.086914
	Iteration 158Q: 3 clusters Score -4.42704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345235 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -44270416.000000 Penalty: 6336.086914
	Iteration 159Q: 3 clusters Score -4.427042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345249 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -44270408.000000 Penalty: 6336.086914
	Iteration 160F: 3 clusters Score -4.427041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345260 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -44270444.000000 Penalty: 6336.086914
	Iteration 161Q: 3 clusters Score -4.427044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345268 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -44270456.000000 Penalty: 6336.086914
	Iteration 162Q: 3 clusters Score -4.427046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345275 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -44270468.000000 Penalty: 6336.086914
	Iteration 163Q: 3 clusters Score -4.427047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345280 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -44270464.000000 Penalty: 6336.086914
	Iteration 164Q: 3 clusters Score -4.427046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345288 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -44270440.000000 Penalty: 6336.086914
	Iteration 165Q: 3 clusters Score -4.427044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345291 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -44270444.000000 Penalty: 6336.086914
	Iteration 166Q: 3 clusters Score -4.427044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345293 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -44270456.000000 Penalty: 6336.086914
	Iteration 167Q: 3 clusters Score -4.427046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345295 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -44270460.000000 Penalty: 6336.086914
	Iteration 168Q: 3 clusters Score -4.427046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345295 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -44270460.000000 Penalty: 6336.086914
	Iteration 169F: 3 clusters Score -4.427046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 31623 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 7756 members 
Entering Unmasked Estep 
Score: -141980256.000000 Penalty: 152474.343750
Splitting cluster 17 changes total score from -141980176.000000 to -141980256.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -287980.093750 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -287980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285100.312500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -285100.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -285611.531250 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -285611.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285749.750000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -285749.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -285823.843750 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -285823.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -285869.968750 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -285870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285903.750000 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -285903.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285924.093750 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -285924.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285942.625000 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -285942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -285953.812500 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -285953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -285966.281250 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -285966.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -285975.125000 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -285975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -285982.468750 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -285982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -285989.625000 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -285989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -285995.968750 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -285996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286002.687500 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -286002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -286009.218750 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -286009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -286013.968750 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -286014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286022.250000 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -286022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286029.625000 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -286029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286035.875000 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -286035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286040.125000 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -286040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286046.343750 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -286046.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286049.812500 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -286049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286053.250000 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -286053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286056.906250 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -286056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286062.625000 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -286062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286067.375000 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -286067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286071.000000 Penalty: 3841.306641
	Iteration 27Q: 3 clusters Score -286071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286077.000000 Penalty: 3841.306641
	Iteration 28Q: 3 clusters Score -286077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -286080.625000 Penalty: 3841.306641
	Iteration 29Q: 3 clusters Score -286080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -286082.906250 Penalty: 3841.306641
	Iteration 30Q: 3 clusters Score -286082.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -286084.250000 Penalty: 3841.306641
	Iteration 31Q: 3 clusters Score -286084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -286085.406250 Penalty: 3841.306641
	Iteration 32Q: 3 clusters Score -286085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286087.093750 Penalty: 3841.306641
	Iteration 33Q: 3 clusters Score -286087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -286089.562500 Penalty: 3841.306641
	Iteration 34Q: 3 clusters Score -286089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286091.062500 Penalty: 3841.306641
	Iteration 35Q: 3 clusters Score -286091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286094.281250 Penalty: 3841.306641
	Iteration 36Q: 3 clusters Score -286094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286096.031250 Penalty: 3841.306641
	Iteration 37Q: 3 clusters Score -286096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -286097.218750 Penalty: 3841.306641
	Iteration 38Q: 3 clusters Score -286097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -286098.437500 Penalty: 3841.306641
	Iteration 39Q: 3 clusters Score -286098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286101.125000 Penalty: 3841.306641
	Iteration 40F: 3 clusters Score -286101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286103.187500 Penalty: 3841.306641
	Iteration 41Q: 3 clusters Score -286103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -286105.937500 Penalty: 3841.306641
	Iteration 42Q: 3 clusters Score -286105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -286106.781250 Penalty: 3841.306641
	Iteration 43Q: 3 clusters Score -286106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -286107.312500 Penalty: 3841.306641
	Iteration 44Q: 3 clusters Score -286107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -286107.312500 Penalty: 3841.306641
	Iteration 45F: 3 clusters Score -286107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Entering Unmasked Estep 
Score: -3963803.250000 Penalty: 2569.686768
	Iteration 0F: 2 clusters Score -3963803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3942205.750000 Penalty: 5139.373535
	Iteration 0F: 3 clusters Score -3942206 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3949862.250000 Penalty: 5139.373535
	Iteration 1F: 3 clusters Score -3949862 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3950330.250000 Penalty: 5139.373535
	Iteration 2Q: 3 clusters Score -3950330 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3950699.750000 Penalty: 5139.373535
	Iteration 3Q: 3 clusters Score -3950700 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3951029.750000 Penalty: 5139.373535
	Iteration 4Q: 3 clusters Score -3951030 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3951390.250000 Penalty: 5139.373535
	Iteration 5Q: 3 clusters Score -3951390 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3951885.500000 Penalty: 5139.373535
	Iteration 6Q: 3 clusters Score -3951886 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3952592.000000 Penalty: 5139.373535
	Iteration 7Q: 3 clusters Score -3952592 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3953501.500000 Penalty: 5139.373535
	Iteration 8Q: 3 clusters Score -3953502 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3954577.000000 Penalty: 5139.373535
	Iteration 9F: 3 clusters Score -3954577 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3955960.500000 Penalty: 5139.373535
	Iteration 10F: 3 clusters Score -3955960 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3957606.250000 Penalty: 5139.373535
	Iteration 11F: 3 clusters Score -3957606 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3959263.500000 Penalty: 5139.373535
	Iteration 12F: 3 clusters Score -3959264 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3960581.750000 Penalty: 5139.373535
	Iteration 13F: 3 clusters Score -3960582 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3961587.250000 Penalty: 5139.373535
	Iteration 14Q: 3 clusters Score -3961587 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3962373.000000 Penalty: 5139.373535
	Iteration 15Q: 3 clusters Score -3962373 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3962978.000000 Penalty: 5139.373535
	Iteration 16Q: 3 clusters Score -3962978 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3963432.250000 Penalty: 5139.373535
	Iteration 17Q: 3 clusters Score -3963432 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3963771.500000 Penalty: 5139.373535
	Iteration 18Q: 3 clusters Score -3963772 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3964033.750000 Penalty: 5139.373535
	Iteration 19Q: 3 clusters Score -3964034 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3964213.250000 Penalty: 5139.373535
	Iteration 20F: 3 clusters Score -3964213 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3964335.500000 Penalty: 5139.373535
	Iteration 21Q: 3 clusters Score -3964336 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3964437.250000 Penalty: 5139.373535
	Iteration 22Q: 3 clusters Score -3964437 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3964492.250000 Penalty: 5139.373535
	Iteration 23Q: 3 clusters Score -3964492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3964539.250000 Penalty: 5139.373535
	Iteration 24Q: 3 clusters Score -3964539 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3964565.250000 Penalty: 5139.373535
	Iteration 25Q: 3 clusters Score -3964565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3964598.750000 Penalty: 5139.373535
	Iteration 26Q: 3 clusters Score -3964599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3964607.500000 Penalty: 5139.373535
	Iteration 27Q: 3 clusters Score -3964608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3964626.250000 Penalty: 5139.373535
	Iteration 28Q: 3 clusters Score -3964626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3964644.000000 Penalty: 5139.373535
	Iteration 29Q: 3 clusters Score -3964644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3964647.000000 Penalty: 5139.373535
	Iteration 30Q: 3 clusters Score -3964647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3964645.250000 Penalty: 5139.373535
	Iteration 31Q: 3 clusters Score -3964645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3964658.500000 Penalty: 5139.373535
	Iteration 32Q: 3 clusters Score -3964658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3964662.250000 Penalty: 5139.373535
	Iteration 33Q: 3 clusters Score -3964662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3964678.250000 Penalty: 5139.373535
	Iteration 34Q: 3 clusters Score -3964678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3964685.750000 Penalty: 5139.373535
	Iteration 35Q: 3 clusters Score -3964686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3964691.250000 Penalty: 5139.373535
	Iteration 36Q: 3 clusters Score -3964691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3964698.750000 Penalty: 5139.373535
	Iteration 37Q: 3 clusters Score -3964699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3964695.500000 Penalty: 5139.373535
	Iteration 38Q: 3 clusters Score -3964696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3964693.500000 Penalty: 5139.373535
	Iteration 39Q: 3 clusters Score -3964694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3964707.000000 Penalty: 5139.373535
	Iteration 40F: 3 clusters Score -3964707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3964706.500000 Penalty: 5139.373535
	Iteration 41Q: 3 clusters Score -3964706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3964706.000000 Penalty: 5139.373535
	Iteration 42Q: 3 clusters Score -3964706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3964701.750000 Penalty: 5139.373535
	Iteration 43Q: 3 clusters Score -3964702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3964703.750000 Penalty: 5139.373535
	Iteration 44Q: 3 clusters Score -3964704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3964706.250000 Penalty: 5139.373535
	Iteration 45Q: 3 clusters Score -3964706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3964712.250000 Penalty: 5139.373535
	Iteration 46Q: 3 clusters Score -3964712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3964717.500000 Penalty: 5139.373535
	Iteration 47Q: 3 clusters Score -3964718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3964714.750000 Penalty: 5139.373535
	Iteration 48Q: 3 clusters Score -3964715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3964717.750000 Penalty: 5139.373535
	Iteration 49Q: 3 clusters Score -3964718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3964712.500000 Penalty: 5139.373535
	Iteration 50Q: 3 clusters Score -3964712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3964710.000000 Penalty: 5139.373535
	Iteration 51Q: 3 clusters Score -3964710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3964710.000000 Penalty: 5139.373535
	Iteration 52F: 3 clusters Score -3964710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 9850 members 
Entering Unmasked Estep 
Score: -141980304.000000 Penalty: 155939.671875
Splitting cluster 19 changes total score from -141980176.000000 to -141980304.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -705910.062500 Penalty: 2151.793701
	Iteration 0F: 2 clusters Score -705910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -700870.187500 Penalty: 4303.587402
	Iteration 0F: 3 clusters Score -700870.2 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -702044.375000 Penalty: 4303.587402
	Iteration 1F: 3 clusters Score -702044.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -702300.187500 Penalty: 4303.587402
	Iteration 2F: 3 clusters Score -702300.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -702495.312500 Penalty: 4303.587402
	Iteration 3F: 3 clusters Score -702495.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -702668.437500 Penalty: 4303.587402
	Iteration 4Q: 3 clusters Score -702668.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -702809.687500 Penalty: 4303.587402
	Iteration 5Q: 3 clusters Score -702809.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -702945.062500 Penalty: 4303.587402
	Iteration 6Q: 3 clusters Score -702945.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -703069.062500 Penalty: 4303.587402
	Iteration 7Q: 3 clusters Score -703069.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -703163.437500 Penalty: 4303.587402
	Iteration 8Q: 3 clusters Score -703163.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -703236.750000 Penalty: 4303.587402
	Iteration 9Q: 3 clusters Score -703236.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -703285.937500 Penalty: 4303.587402
	Iteration 10Q: 3 clusters Score -703285.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -703315.937500 Penalty: 4303.587402
	Iteration 11Q: 3 clusters Score -703315.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -703341.625000 Penalty: 4303.587402
	Iteration 12Q: 3 clusters Score -703341.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -703372.187500 Penalty: 4303.587402
	Iteration 13Q: 3 clusters Score -703372.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -703401.625000 Penalty: 4303.587402
	Iteration 14Q: 3 clusters Score -703401.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -703437.375000 Penalty: 4303.587402
	Iteration 15Q: 3 clusters Score -703437.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -703469.062500 Penalty: 4303.587402
	Iteration 16Q: 3 clusters Score -703469.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -703499.312500 Penalty: 4303.587402
	Iteration 17Q: 3 clusters Score -703499.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -703520.750000 Penalty: 4303.587402
	Iteration 18Q: 3 clusters Score -703520.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -703547.187500 Penalty: 4303.587402
	Iteration 19Q: 3 clusters Score -703547.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -703571.250000 Penalty: 4303.587402
	Iteration 20F: 3 clusters Score -703571.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -703594.437500 Penalty: 4303.587402
	Iteration 21Q: 3 clusters Score -703594.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -703622.812500 Penalty: 4303.587402
	Iteration 22Q: 3 clusters Score -703622.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -703647.875000 Penalty: 4303.587402
	Iteration 23Q: 3 clusters Score -703647.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -703673.500000 Penalty: 4303.587402
	Iteration 24Q: 3 clusters Score -703673.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -703702.250000 Penalty: 4303.587402
	Iteration 25Q: 3 clusters Score -703702.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -703735.062500 Penalty: 4303.587402
	Iteration 26Q: 3 clusters Score -703735.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -703763.687500 Penalty: 4303.587402
	Iteration 27Q: 3 clusters Score -703763.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -703786.500000 Penalty: 4303.587402
	Iteration 28Q: 3 clusters Score -703786.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -703815.062500 Penalty: 4303.587402
	Iteration 29Q: 3 clusters Score -703815.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -703837.000000 Penalty: 4303.587402
	Iteration 30Q: 3 clusters Score -703837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -703851.875000 Penalty: 4303.587402
	Iteration 31Q: 3 clusters Score -703851.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -703871.375000 Penalty: 4303.587402
	Iteration 32Q: 3 clusters Score -703871.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -703889.687500 Penalty: 4303.587402
	Iteration 33Q: 3 clusters Score -703889.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -703900.812500 Penalty: 4303.587402
	Iteration 34Q: 3 clusters Score -703900.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -703914.187500 Penalty: 4303.587402
	Iteration 35Q: 3 clusters Score -703914.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -703925.312500 Penalty: 4303.587402
	Iteration 36Q: 3 clusters Score -703925.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -703937.250000 Penalty: 4303.587402
	Iteration 37Q: 3 clusters Score -703937.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -703951.875000 Penalty: 4303.587402
	Iteration 38Q: 3 clusters Score -703951.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -703961.937500 Penalty: 4303.587402
	Iteration 39Q: 3 clusters Score -703961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -703975.187500 Penalty: 4303.587402
	Iteration 40F: 3 clusters Score -703975.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -703997.437500 Penalty: 4303.587402
	Iteration 41Q: 3 clusters Score -703997.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -704025.375000 Penalty: 4303.587402
	Iteration 42Q: 3 clusters Score -704025.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -704053.937500 Penalty: 4303.587402
	Iteration 43Q: 3 clusters Score -704053.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -704086.250000 Penalty: 4303.587402
	Iteration 44Q: 3 clusters Score -704086.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -704134.437500 Penalty: 4303.587402
	Iteration 45Q: 3 clusters Score -704134.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -704189.937500 Penalty: 4303.587402
	Iteration 46Q: 3 clusters Score -704189.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -704253.375000 Penalty: 4303.587402
	Iteration 47Q: 3 clusters Score -704253.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -704326.375000 Penalty: 4303.587402
	Iteration 48Q: 3 clusters Score -704326.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -704405.000000 Penalty: 4303.587402
	Iteration 49Q: 3 clusters Score -704405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -704471.437500 Penalty: 4303.587402
	Iteration 50Q: 3 clusters Score -704471.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -704535.187500 Penalty: 4303.587402
	Iteration 51Q: 3 clusters Score -704535.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -704578.437500 Penalty: 4303.587402
	Iteration 52Q: 3 clusters Score -704578.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -704605.500000 Penalty: 4303.587402
	Iteration 53Q: 3 clusters Score -704605.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704627.562500 Penalty: 4303.587402
	Iteration 54Q: 3 clusters Score -704627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -704644.062500 Penalty: 4303.587402
	Iteration 55Q: 3 clusters Score -704644.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -704659.250000 Penalty: 4303.587402
	Iteration 56Q: 3 clusters Score -704659.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -704666.937500 Penalty: 4303.587402
	Iteration 57Q: 3 clusters Score -704666.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -704670.312500 Penalty: 4303.587402
	Iteration 58Q: 3 clusters Score -704670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -704672.125000 Penalty: 4303.587402
	Iteration 59Q: 3 clusters Score -704672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -704673.500000 Penalty: 4303.587402
	Iteration 60F: 3 clusters Score -704673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704674.875000 Penalty: 4303.587402
	Iteration 61Q: 3 clusters Score -704674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704676.125000 Penalty: 4303.587402
	Iteration 62Q: 3 clusters Score -704676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704676.312500 Penalty: 4303.587402
	Iteration 63Q: 3 clusters Score -704676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704675.812500 Penalty: 4303.587402
	Iteration 64Q: 3 clusters Score -704675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704675.812500 Penalty: 4303.587402
	Iteration 65F: 3 clusters Score -704675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Entering Unmasked Estep 
Score: -1800857.750000 Penalty: 2380.012939
	Iteration 0F: 2 clusters Score -1800858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1790107.375000 Penalty: 4760.025879
	Iteration 0F: 3 clusters Score -1790107 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1793644.250000 Penalty: 4760.025879
	Iteration 1F: 3 clusters Score -1793644 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1794252.875000 Penalty: 4760.025879
	Iteration 2F: 3 clusters Score -1794253 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1794911.875000 Penalty: 4760.025879
	Iteration 3F: 3 clusters Score -1794912 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1795675.625000 Penalty: 4760.025879
	Iteration 4F: 3 clusters Score -1795676 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1796533.250000 Penalty: 4760.025879
	Iteration 5F: 3 clusters Score -1796533 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1797421.875000 Penalty: 4760.025879
	Iteration 6F: 3 clusters Score -1797422 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1798250.875000 Penalty: 4760.025879
	Iteration 7F: 3 clusters Score -1798251 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1798849.500000 Penalty: 4760.025879
	Iteration 8Q: 3 clusters Score -1798850 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1799209.500000 Penalty: 4760.025879
	Iteration 9Q: 3 clusters Score -1799210 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1799419.500000 Penalty: 4760.025879
	Iteration 10Q: 3 clusters Score -1799420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1799567.125000 Penalty: 4760.025879
	Iteration 11Q: 3 clusters Score -1799567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1799662.750000 Penalty: 4760.025879
	Iteration 12Q: 3 clusters Score -1799663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1799738.875000 Penalty: 4760.025879
	Iteration 13Q: 3 clusters Score -1799739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1799780.000000 Penalty: 4760.025879
	Iteration 14Q: 3 clusters Score -1799780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1799813.250000 Penalty: 4760.025879
	Iteration 15Q: 3 clusters Score -1799813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1799847.875000 Penalty: 4760.025879
	Iteration 16Q: 3 clusters Score -1799848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1799875.125000 Penalty: 4760.025879
	Iteration 17Q: 3 clusters Score -1799875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1799896.500000 Penalty: 4760.025879
	Iteration 18Q: 3 clusters Score -1799896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1799920.875000 Penalty: 4760.025879
	Iteration 19Q: 3 clusters Score -1799921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1799930.125000 Penalty: 4760.025879
	Iteration 20F: 3 clusters Score -1799930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1799935.625000 Penalty: 4760.025879
	Iteration 21Q: 3 clusters Score -1799936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1799943.875000 Penalty: 4760.025879
	Iteration 22Q: 3 clusters Score -1799944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1799947.000000 Penalty: 4760.025879
	Iteration 23Q: 3 clusters Score -1799947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1799950.125000 Penalty: 4760.025879
	Iteration 24Q: 3 clusters Score -1799950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1799952.250000 Penalty: 4760.025879
	Iteration 25Q: 3 clusters Score -1799952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1799953.500000 Penalty: 4760.025879
	Iteration 26Q: 3 clusters Score -1799954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1799953.500000 Penalty: 4760.025879
	Iteration 27Q: 3 clusters Score -1799954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1799954.500000 Penalty: 4760.025879
	Iteration 28Q: 3 clusters Score -1799954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1799954.500000 Penalty: 4760.025879
	Iteration 29F: 3 clusters Score -1799954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -43976.824219 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -43976.82 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 257 members 
Entering Unmasked Estep 
Score: -42561.488281 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -42561.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42840.421875 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -42840.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42940.257812 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -42940.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43092.835938 Penalty: 3038.927246
	Iteration 3F: 3 clusters Score -43092.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43230.859375 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -43230.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43377.722656 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -43377.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43484.003906 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -43484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43516.082031 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -43516.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43537.476562 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -43537.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43570.382812 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -43570.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43659.664062 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -43659.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43711.246094 Penalty: 3038.927246
	Iteration 11Q: 3 clusters Score -43711.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43767.953125 Penalty: 3038.927246
	Iteration 12Q: 3 clusters Score -43767.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43799.925781 Penalty: 3038.927246
	Iteration 13Q: 3 clusters Score -43799.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43817.882812 Penalty: 3038.927246
	Iteration 14Q: 3 clusters Score -43817.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43831.621094 Penalty: 3038.927246
	Iteration 15Q: 3 clusters Score -43831.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43859.406250 Penalty: 3038.927246
	Iteration 16Q: 3 clusters Score -43859.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43887.511719 Penalty: 3038.927246
	Iteration 17Q: 3 clusters Score -43887.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43958.960938 Penalty: 3038.927246
	Iteration 18Q: 3 clusters Score -43958.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43977.281250 Penalty: 3038.927246
	Iteration 19Q: 3 clusters Score -43977.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43989.257812 Penalty: 3038.927246
	Iteration 20F: 3 clusters Score -43989.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44003.031250 Penalty: 3038.927246
	Iteration 21Q: 3 clusters Score -44003.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44003.031250 Penalty: 3038.927246
	Iteration 22F: 3 clusters Score -44003.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 219 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 9850 members 
Mstep: Class 46 contains 239 members 
Entering Unmasked Estep 
Score: -141978432.000000 Penalty: 159404.984375
Splitting cluster 22 changes total score from -141980176.000000 to -141978432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Entering Unmasked Estep 
Score: -1079408.125000 Penalty: 2247.824951
	Iteration 0F: 2 clusters Score -1079408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1072600.125000 Penalty: 4495.649902
	Iteration 0F: 3 clusters Score -1072600 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1074401.375000 Penalty: 4495.649902
	Iteration 1F: 3 clusters Score -1074401 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1074627.750000 Penalty: 4495.649902
	Iteration 2F: 3 clusters Score -1074628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1074779.875000 Penalty: 4495.649902
	Iteration 3Q: 3 clusters Score -1074780 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1074921.500000 Penalty: 4495.649902
	Iteration 4Q: 3 clusters Score -1074922 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1075050.875000 Penalty: 4495.649902
	Iteration 5Q: 3 clusters Score -1075051 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1075170.875000 Penalty: 4495.649902
	Iteration 6Q: 3 clusters Score -1075171 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1075304.625000 Penalty: 4495.649902
	Iteration 7Q: 3 clusters Score -1075305 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1075446.250000 Penalty: 4495.649902
	Iteration 8Q: 3 clusters Score -1075446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1075603.375000 Penalty: 4495.649902
	Iteration 9Q: 3 clusters Score -1075603 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1075780.250000 Penalty: 4495.649902
	Iteration 10Q: 3 clusters Score -1075780 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1075993.750000 Penalty: 4495.649902
	Iteration 11Q: 3 clusters Score -1075994 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1076254.875000 Penalty: 4495.649902
	Iteration 12Q: 3 clusters Score -1076255 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1076536.125000 Penalty: 4495.649902
	Iteration 13Q: 3 clusters Score -1076536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1076807.875000 Penalty: 4495.649902
	Iteration 14Q: 3 clusters Score -1076808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1077007.000000 Penalty: 4495.649902
	Iteration 15Q: 3 clusters Score -1077007 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1077157.000000 Penalty: 4495.649902
	Iteration 16Q: 3 clusters Score -1077157 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1077246.375000 Penalty: 4495.649902
	Iteration 17Q: 3 clusters Score -1077246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1077310.375000 Penalty: 4495.649902
	Iteration 18Q: 3 clusters Score -1077310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1077362.375000 Penalty: 4495.649902
	Iteration 19Q: 3 clusters Score -1077362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1077391.375000 Penalty: 4495.649902
	Iteration 20F: 3 clusters Score -1077391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1077412.500000 Penalty: 4495.649902
	Iteration 21Q: 3 clusters Score -1077412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1077429.250000 Penalty: 4495.649902
	Iteration 22Q: 3 clusters Score -1077429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1077445.500000 Penalty: 4495.649902
	Iteration 23Q: 3 clusters Score -1077446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1077459.000000 Penalty: 4495.649902
	Iteration 24Q: 3 clusters Score -1077459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1077471.375000 Penalty: 4495.649902
	Iteration 25Q: 3 clusters Score -1077471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1077476.875000 Penalty: 4495.649902
	Iteration 26Q: 3 clusters Score -1077477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1077483.125000 Penalty: 4495.649902
	Iteration 27Q: 3 clusters Score -1077483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1077483.125000 Penalty: 4495.649902
	Iteration 28Q: 3 clusters Score -1077483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1077484.625000 Penalty: 4495.649902
	Iteration 29Q: 3 clusters Score -1077485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1077485.125000 Penalty: 4495.649902
	Iteration 30Q: 3 clusters Score -1077485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1077485.125000 Penalty: 4495.649902
	Iteration 31F: 3 clusters Score -1077485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -757428.812500 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -757428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -751999.312500 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -751999.3 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -753630.437500 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -753630.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -754014.687500 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -754014.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -754286.750000 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -754286.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -754518.812500 Penalty: 4337.977051
	Iteration 4F: 3 clusters Score -754518.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -754765.750000 Penalty: 4337.977051
	Iteration 5F: 3 clusters Score -754765.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -755012.875000 Penalty: 4337.977051
	Iteration 6F: 3 clusters Score -755012.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -755232.437500 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -755232.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -755394.875000 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -755394.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -755518.500000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -755518.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -755622.625000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -755622.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -755712.687500 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -755712.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -755784.125000 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -755784.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -755849.000000 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -755849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -755899.000000 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -755899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -755931.062500 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -755931.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -755955.312500 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -755955.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -755973.437500 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -755973.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -755992.062500 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -755992.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -756003.812500 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -756003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -756022.562500 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -756022.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -756038.937500 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -756038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -756046.000000 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -756046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -756049.500000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -756049.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -756056.562500 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -756056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -756057.750000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -756057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -756060.875000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -756060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -756063.125000 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -756063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -756064.125000 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -756064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -756063.750000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -756063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -756064.812500 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -756064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -756066.125000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -756066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -756067.000000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -756067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -756071.062500 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -756071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -756071.250000 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -756071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -756071.250000 Penalty: 4337.977051
	Iteration 35F: 3 clusters Score -756071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Entering Unmasked Estep 
Score: -1710014.250000 Penalty: 2359.543945
	Iteration 0F: 2 clusters Score -1710014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1700191.500000 Penalty: 4719.087891
	Iteration 0F: 3 clusters Score -1700192 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1703170.125000 Penalty: 4719.087891
	Iteration 1F: 3 clusters Score -1703170 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1703622.125000 Penalty: 4719.087891
	Iteration 2F: 3 clusters Score -1703622 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1704089.000000 Penalty: 4719.087891
	Iteration 3F: 3 clusters Score -1704089 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1704564.125000 Penalty: 4719.087891
	Iteration 4F: 3 clusters Score -1704564 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1705134.750000 Penalty: 4719.087891
	Iteration 5F: 3 clusters Score -1705135 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1705774.000000 Penalty: 4719.087891
	Iteration 6F: 3 clusters Score -1705774 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1706444.625000 Penalty: 4719.087891
	Iteration 7F: 3 clusters Score -1706445 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1707193.125000 Penalty: 4719.087891
	Iteration 8F: 3 clusters Score -1707193 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1707974.125000 Penalty: 4719.087891
	Iteration 9F: 3 clusters Score -1707974 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1708615.625000 Penalty: 4719.087891
	Iteration 10F: 3 clusters Score -1708616 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1709079.500000 Penalty: 4719.087891
	Iteration 11Q: 3 clusters Score -1709080 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1709384.125000 Penalty: 4719.087891
	Iteration 12Q: 3 clusters Score -1709384 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1709549.000000 Penalty: 4719.087891
	Iteration 13Q: 3 clusters Score -1709549 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1709627.625000 Penalty: 4719.087891
	Iteration 14Q: 3 clusters Score -1709628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1709688.000000 Penalty: 4719.087891
	Iteration 15Q: 3 clusters Score -1709688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1709716.000000 Penalty: 4719.087891
	Iteration 16Q: 3 clusters Score -1709716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1709742.375000 Penalty: 4719.087891
	Iteration 17Q: 3 clusters Score -1709742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1709758.250000 Penalty: 4719.087891
	Iteration 18Q: 3 clusters Score -1709758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1709779.250000 Penalty: 4719.087891
	Iteration 19Q: 3 clusters Score -1709779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1709784.625000 Penalty: 4719.087891
	Iteration 20F: 3 clusters Score -1709785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1709796.750000 Penalty: 4719.087891
	Iteration 21Q: 3 clusters Score -1709797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1709801.500000 Penalty: 4719.087891
	Iteration 22Q: 3 clusters Score -1709802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1709808.000000 Penalty: 4719.087891
	Iteration 23Q: 3 clusters Score -1709808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1709805.625000 Penalty: 4719.087891
	Iteration 24Q: 3 clusters Score -1709806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1709811.250000 Penalty: 4719.087891
	Iteration 25Q: 3 clusters Score -1709811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1709811.000000 Penalty: 4719.087891
	Iteration 26Q: 3 clusters Score -1709811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1709815.500000 Penalty: 4719.087891
	Iteration 27Q: 3 clusters Score -1709816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1709816.750000 Penalty: 4719.087891
	Iteration 28Q: 3 clusters Score -1709817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1709818.875000 Penalty: 4719.087891
	Iteration 29Q: 3 clusters Score -1709819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1709817.875000 Penalty: 4719.087891
	Iteration 30Q: 3 clusters Score -1709818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1709814.750000 Penalty: 4719.087891
	Iteration 31Q: 3 clusters Score -1709815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1709815.500000 Penalty: 4719.087891
	Iteration 32Q: 3 clusters Score -1709816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1709816.000000 Penalty: 4719.087891
	Iteration 33Q: 3 clusters Score -1709816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1709819.125000 Penalty: 4719.087891
	Iteration 34Q: 3 clusters Score -1709819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1709818.500000 Penalty: 4719.087891
	Iteration 35Q: 3 clusters Score -1709818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1709817.500000 Penalty: 4719.087891
	Iteration 36Q: 3 clusters Score -1709818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1709817.500000 Penalty: 4719.087891
	Iteration 37Q: 3 clusters Score -1709818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1709820.375000 Penalty: 4719.087891
	Iteration 38Q: 3 clusters Score -1709820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1709823.500000 Penalty: 4719.087891
	Iteration 39Q: 3 clusters Score -1709824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1709821.500000 Penalty: 4719.087891
	Iteration 40F: 3 clusters Score -1709822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1709821.500000 Penalty: 4719.087891
	Iteration 41Q: 3 clusters Score -1709822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1709826.625000 Penalty: 4719.087891
	Iteration 42Q: 3 clusters Score -1709827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1709823.875000 Penalty: 4719.087891
	Iteration 43Q: 3 clusters Score -1709824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1709826.000000 Penalty: 4719.087891
	Iteration 44Q: 3 clusters Score -1709826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1709825.750000 Penalty: 4719.087891
	Iteration 45Q: 3 clusters Score -1709826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1709825.750000 Penalty: 4719.087891
	Iteration 46F: 3 clusters Score -1709826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -559045.812500 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -559045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -554593.875000 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -554593.9 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -555619.625000 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -555619.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -555888.500000 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -555888.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -556064.000000 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -556064 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -556210.875000 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -556210.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -556329.812500 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -556329.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556415.500000 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -556415.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -556484.062500 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -556484.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -556554.812500 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -556554.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556627.625000 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -556627.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -556692.937500 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -556692.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -556776.750000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -556776.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -556865.562500 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -556865.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -556937.000000 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -556937 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -557007.937500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -557007.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -557078.750000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -557078.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -557147.000000 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -557147 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -557234.187500 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -557234.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -557354.937500 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -557354.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -557473.500000 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -557473.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -557578.187500 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -557578.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -557674.062500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -557674.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -557737.812500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -557737.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -557799.062500 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -557799.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -557856.812500 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -557856.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -557899.125000 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -557899.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -557940.312500 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -557940.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -557963.500000 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -557963.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -557983.437500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -557983.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -557998.062500 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -557998.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -558008.312500 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -558008.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -558018.500000 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -558018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -558025.187500 Penalty: 4211.562988
	Iteration 32Q: 3 clusters Score -558025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -558029.000000 Penalty: 4211.562988
	Iteration 33Q: 3 clusters Score -558029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -558031.000000 Penalty: 4211.562988
	Iteration 34Q: 3 clusters Score -558031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -558031.937500 Penalty: 4211.562988
	Iteration 35Q: 3 clusters Score -558031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -558036.500000 Penalty: 4211.562988
	Iteration 36Q: 3 clusters Score -558036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -558040.812500 Penalty: 4211.562988
	Iteration 37Q: 3 clusters Score -558040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -558046.187500 Penalty: 4211.562988
	Iteration 38Q: 3 clusters Score -558046.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -558055.125000 Penalty: 4211.562988
	Iteration 39Q: 3 clusters Score -558055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -558059.125000 Penalty: 4211.562988
	Iteration 40F: 3 clusters Score -558059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -558064.375000 Penalty: 4211.562988
	Iteration 41Q: 3 clusters Score -558064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -558065.250000 Penalty: 4211.562988
	Iteration 42Q: 3 clusters Score -558065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -558066.437500 Penalty: 4211.562988
	Iteration 43Q: 3 clusters Score -558066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -558066.437500 Penalty: 4211.562988
	Iteration 44F: 3 clusters Score -558066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -61504.949219 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -61504.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59937.902344 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -59937.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60169.191406 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -60169.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60256.214844 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -60256.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60291.804688 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -60291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60300.453125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -60300.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60306.687500 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -60306.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60309.671875 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -60309.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60310.984375 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -60310.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60310.984375 Penalty: 3194.709473
	Iteration 8F: 3 clusters Score -60310.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Entering Unmasked Estep 
Score: -2367264.000000 Penalty: 2446.225098
	Iteration 0F: 2 clusters Score -2367264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2353751.250000 Penalty: 4892.450195
	Iteration 0F: 3 clusters Score -2353751 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2358713.500000 Penalty: 4892.450195
	Iteration 1F: 3 clusters Score -2358714 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2359556.500000 Penalty: 4892.450195
	Iteration 2F: 3 clusters Score -2359556 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2360506.000000 Penalty: 4892.450195
	Iteration 3F: 3 clusters Score -2360506 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2361629.250000 Penalty: 4892.450195
	Iteration 4F: 3 clusters Score -2361629 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2362682.750000 Penalty: 4892.450195
	Iteration 5F: 3 clusters Score -2362683 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2363487.000000 Penalty: 4892.450195
	Iteration 6F: 3 clusters Score -2363487 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2363947.250000 Penalty: 4892.450195
	Iteration 7Q: 3 clusters Score -2363947 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2364228.500000 Penalty: 4892.450195
	Iteration 8Q: 3 clusters Score -2364228 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2364411.000000 Penalty: 4892.450195
	Iteration 9Q: 3 clusters Score -2364411 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2364541.500000 Penalty: 4892.450195
	Iteration 10Q: 3 clusters Score -2364542 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2364644.250000 Penalty: 4892.450195
	Iteration 11Q: 3 clusters Score -2364644 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2364723.750000 Penalty: 4892.450195
	Iteration 12Q: 3 clusters Score -2364724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2364779.750000 Penalty: 4892.450195
	Iteration 13Q: 3 clusters Score -2364780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2364837.750000 Penalty: 4892.450195
	Iteration 14Q: 3 clusters Score -2364838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2364898.750000 Penalty: 4892.450195
	Iteration 15Q: 3 clusters Score -2364899 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2364932.500000 Penalty: 4892.450195
	Iteration 16Q: 3 clusters Score -2364932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2364974.750000 Penalty: 4892.450195
	Iteration 17Q: 3 clusters Score -2364975 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2365019.500000 Penalty: 4892.450195
	Iteration 18Q: 3 clusters Score -2365020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2365057.500000 Penalty: 4892.450195
	Iteration 19Q: 3 clusters Score -2365058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2365109.500000 Penalty: 4892.450195
	Iteration 20F: 3 clusters Score -2365110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2365140.500000 Penalty: 4892.450195
	Iteration 21Q: 3 clusters Score -2365140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2365177.750000 Penalty: 4892.450195
	Iteration 22Q: 3 clusters Score -2365178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2365230.250000 Penalty: 4892.450195
	Iteration 23Q: 3 clusters Score -2365230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2365271.500000 Penalty: 4892.450195
	Iteration 24Q: 3 clusters Score -2365272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2365327.500000 Penalty: 4892.450195
	Iteration 25Q: 3 clusters Score -2365328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2365365.250000 Penalty: 4892.450195
	Iteration 26Q: 3 clusters Score -2365365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2365409.000000 Penalty: 4892.450195
	Iteration 27Q: 3 clusters Score -2365409 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2365440.500000 Penalty: 4892.450195
	Iteration 28Q: 3 clusters Score -2365440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2365465.500000 Penalty: 4892.450195
	Iteration 29Q: 3 clusters Score -2365466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2365504.750000 Penalty: 4892.450195
	Iteration 30Q: 3 clusters Score -2365505 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2365521.750000 Penalty: 4892.450195
	Iteration 31Q: 3 clusters Score -2365522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2365549.000000 Penalty: 4892.450195
	Iteration 32Q: 3 clusters Score -2365549 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2365575.000000 Penalty: 4892.450195
	Iteration 33Q: 3 clusters Score -2365575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2365603.500000 Penalty: 4892.450195
	Iteration 34Q: 3 clusters Score -2365604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2365635.000000 Penalty: 4892.450195
	Iteration 35Q: 3 clusters Score -2365635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2365651.750000 Penalty: 4892.450195
	Iteration 36Q: 3 clusters Score -2365652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2365660.500000 Penalty: 4892.450195
	Iteration 37Q: 3 clusters Score -2365660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2365679.750000 Penalty: 4892.450195
	Iteration 38Q: 3 clusters Score -2365680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2365688.000000 Penalty: 4892.450195
	Iteration 39Q: 3 clusters Score -2365688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2365694.250000 Penalty: 4892.450195
	Iteration 40F: 3 clusters Score -2365694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2365700.000000 Penalty: 4892.450195
	Iteration 41Q: 3 clusters Score -2365700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2365706.750000 Penalty: 4892.450195
	Iteration 42Q: 3 clusters Score -2365707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2365713.750000 Penalty: 4892.450195
	Iteration 43Q: 3 clusters Score -2365714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2365725.000000 Penalty: 4892.450195
	Iteration 44Q: 3 clusters Score -2365725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2365734.500000 Penalty: 4892.450195
	Iteration 45Q: 3 clusters Score -2365734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2365737.750000 Penalty: 4892.450195
	Iteration 46Q: 3 clusters Score -2365738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2365739.500000 Penalty: 4892.450195
	Iteration 47Q: 3 clusters Score -2365740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2365752.000000 Penalty: 4892.450195
	Iteration 48Q: 3 clusters Score -2365752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2365751.500000 Penalty: 4892.450195
	Iteration 49Q: 3 clusters Score -2365752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2365760.000000 Penalty: 4892.450195
	Iteration 50Q: 3 clusters Score -2365760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2365760.000000 Penalty: 4892.450195
	Iteration 51Q: 3 clusters Score -2365760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2365759.250000 Penalty: 4892.450195
	Iteration 52Q: 3 clusters Score -2365759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2365763.250000 Penalty: 4892.450195
	Iteration 53Q: 3 clusters Score -2365763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2365760.500000 Penalty: 4892.450195
	Iteration 54Q: 3 clusters Score -2365760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2365765.750000 Penalty: 4892.450195
	Iteration 55Q: 3 clusters Score -2365766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2365763.750000 Penalty: 4892.450195
	Iteration 56Q: 3 clusters Score -2365764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2365763.750000 Penalty: 4892.450195
	Iteration 57Q: 3 clusters Score -2365764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2365762.250000 Penalty: 4892.450195
	Iteration 58Q: 3 clusters Score -2365762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2365763.500000 Penalty: 4892.450195
	Iteration 59Q: 3 clusters Score -2365764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2365762.250000 Penalty: 4892.450195
	Iteration 60F: 3 clusters Score -2365762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2365768.250000 Penalty: 4892.450195
	Iteration 61Q: 3 clusters Score -2365768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2365769.500000 Penalty: 4892.450195
	Iteration 62Q: 3 clusters Score -2365770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2365768.250000 Penalty: 4892.450195
	Iteration 63Q: 3 clusters Score -2365768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2365767.500000 Penalty: 4892.450195
	Iteration 64Q: 3 clusters Score -2365768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2365769.250000 Penalty: 4892.450195
	Iteration 65Q: 3 clusters Score -2365769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2365769.250000 Penalty: 4892.450195
	Iteration 66F: 3 clusters Score -2365769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132369.781250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132369.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132839.828125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132839.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133054.109375 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133054.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133199.609375 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -133199.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133301.906250 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -133301.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133412.140625 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -133412.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133493.046875 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -133493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133555.156250 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -133555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133666.265625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -133666.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133713.796875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -133713.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -133747.171875 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -133747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -133784.609375 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -133784.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133804.171875 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -133804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133813.750000 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -133813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133829.031250 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -133829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133834.421875 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -133834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133838.281250 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -133838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133839.859375 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -133839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133841.390625 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -133841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133842.015625 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -133842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133842.015625 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -133842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -271735.437500 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -271735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -269010.906250 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -269010.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -269473.781250 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -269473.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -269587.437500 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -269587.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269656.968750 Penalty: 3807.990723
	Iteration 3Q: 3 clusters Score -269657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -269706.937500 Penalty: 3807.990723
	Iteration 4Q: 3 clusters Score -269706.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269734.031250 Penalty: 3807.990723
	Iteration 5Q: 3 clusters Score -269734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269752.687500 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -269752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269761.375000 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -269761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269773.468750 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -269773.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269790.312500 Penalty: 3807.990723
	Iteration 9Q: 3 clusters Score -269790.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269799.562500 Penalty: 3807.990723
	Iteration 10Q: 3 clusters Score -269799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269802.593750 Penalty: 3807.990723
	Iteration 11Q: 3 clusters Score -269802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269805.562500 Penalty: 3807.990723
	Iteration 12Q: 3 clusters Score -269805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269807.312500 Penalty: 3807.990723
	Iteration 13Q: 3 clusters Score -269807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269807.843750 Penalty: 3807.990723
	Iteration 14Q: 3 clusters Score -269807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269807.906250 Penalty: 3807.990723
	Iteration 15Q: 3 clusters Score -269807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269809.375000 Penalty: 3807.990723
	Iteration 16Q: 3 clusters Score -269809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269809.843750 Penalty: 3807.990723
	Iteration 17Q: 3 clusters Score -269809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269809.843750 Penalty: 3807.990723
	Iteration 18F: 3 clusters Score -269809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Entering Unmasked Estep 
Score: -7255143.000000 Penalty: 2718.577637
	Iteration 0F: 2 clusters Score -7255143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -7216345.500000 Penalty: 5437.155273
	Iteration 0F: 3 clusters Score -7216346 nChanged 26939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7231086.000000 Penalty: 5437.155273
	Iteration 1F: 3 clusters Score -7231086 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -7231675.500000 Penalty: 5437.155273
	Iteration 2Q: 3 clusters Score -7231676 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -7232244.000000 Penalty: 5437.155273
	Iteration 3Q: 3 clusters Score -7232244 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7232855.000000 Penalty: 5437.155273
	Iteration 4Q: 3 clusters Score -7232855 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -7233558.000000 Penalty: 5437.155273
	Iteration 5Q: 3 clusters Score -7233558 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -7234513.000000 Penalty: 5437.155273
	Iteration 6Q: 3 clusters Score -7234513 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -7235966.000000 Penalty: 5437.155273
	Iteration 7F: 3 clusters Score -7235966 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -7238095.500000 Penalty: 5437.155273
	Iteration 8F: 3 clusters Score -7238096 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7240843.500000 Penalty: 5437.155273
	Iteration 9F: 3 clusters Score -7240844 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7243903.500000 Penalty: 5437.155273
	Iteration 10F: 3 clusters Score -7243904 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -7247091.000000 Penalty: 5437.155273
	Iteration 11F: 3 clusters Score -7247091 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7249645.500000 Penalty: 5437.155273
	Iteration 12Q: 3 clusters Score -7249646 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7251234.000000 Penalty: 5437.155273
	Iteration 13Q: 3 clusters Score -7251234 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7252002.000000 Penalty: 5437.155273
	Iteration 14Q: 3 clusters Score -7252002 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7252378.000000 Penalty: 5437.155273
	Iteration 15Q: 3 clusters Score -7252378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7252531.500000 Penalty: 5437.155273
	Iteration 16Q: 3 clusters Score -7252532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7252620.000000 Penalty: 5437.155273
	Iteration 17Q: 3 clusters Score -7252620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7252660.500000 Penalty: 5437.155273
	Iteration 18Q: 3 clusters Score -7252660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7252688.500000 Penalty: 5437.155273
	Iteration 19Q: 3 clusters Score -7252688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7252715.500000 Penalty: 5437.155273
	Iteration 20F: 3 clusters Score -7252716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7252737.500000 Penalty: 5437.155273
	Iteration 21Q: 3 clusters Score -7252738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7252751.000000 Penalty: 5437.155273
	Iteration 22Q: 3 clusters Score -7252751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7252763.500000 Penalty: 5437.155273
	Iteration 23Q: 3 clusters Score -7252764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7252777.000000 Penalty: 5437.155273
	Iteration 24Q: 3 clusters Score -7252777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7252792.000000 Penalty: 5437.155273
	Iteration 25Q: 3 clusters Score -7252792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7252801.000000 Penalty: 5437.155273
	Iteration 26Q: 3 clusters Score -7252801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7252806.500000 Penalty: 5437.155273
	Iteration 27Q: 3 clusters Score -7252806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7252808.000000 Penalty: 5437.155273
	Iteration 28Q: 3 clusters Score -7252808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7252808.000000 Penalty: 5437.155273
	Iteration 29Q: 3 clusters Score -7252808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7252815.500000 Penalty: 5437.155273
	Iteration 30Q: 3 clusters Score -7252816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7252810.500000 Penalty: 5437.155273
	Iteration 31Q: 3 clusters Score -7252810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7252810.500000 Penalty: 5437.155273
	Iteration 32F: 3 clusters Score -7252810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -483774.593750 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -483774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -479888.468750 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -479888.5 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -480743.625000 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -480743.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -480956.500000 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -480956.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -481101.687500 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -481101.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -481219.937500 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -481219.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -481319.500000 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -481319.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -481412.781250 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -481412.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -481527.500000 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -481527.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -481623.468750 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -481623.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -481723.687500 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -481723.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -481830.531250 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -481830.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -481915.531250 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -481915.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -481995.031250 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -481995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -482058.281250 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -482058.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -482135.937500 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -482135.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -482202.250000 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -482202.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -482257.062500 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -482257.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -482302.718750 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -482302.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -482336.437500 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -482336.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -482373.062500 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -482373.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -482403.906250 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -482403.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -482434.343750 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -482434.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -482459.031250 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -482459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -482484.500000 Penalty: 4116.569336
	Iteration 23Q: 3 clusters Score -482484.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -482515.062500 Penalty: 4116.569336
	Iteration 24Q: 3 clusters Score -482515.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -482554.593750 Penalty: 4116.569336
	Iteration 25Q: 3 clusters Score -482554.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -482599.343750 Penalty: 4116.569336
	Iteration 26Q: 3 clusters Score -482599.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -482643.593750 Penalty: 4116.569336
	Iteration 27Q: 3 clusters Score -482643.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -482685.906250 Penalty: 4116.569336
	Iteration 28Q: 3 clusters Score -482685.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -482720.718750 Penalty: 4116.569336
	Iteration 29Q: 3 clusters Score -482720.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -482750.875000 Penalty: 4116.569336
	Iteration 30Q: 3 clusters Score -482750.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -482778.531250 Penalty: 4116.569336
	Iteration 31Q: 3 clusters Score -482778.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -482790.500000 Penalty: 4116.569336
	Iteration 32Q: 3 clusters Score -482790.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -482804.531250 Penalty: 4116.569336
	Iteration 33Q: 3 clusters Score -482804.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -482815.812500 Penalty: 4116.569336
	Iteration 34Q: 3 clusters Score -482815.8 nChanged 17
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: -482824.750000 Penalty: 4116.569336
	Iteration 35Q: 3 clusters Score -482824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -482832.812500 Penalty: 4116.569336
	Iteration 36Q: 3 clusters Score -482832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -482839.531250 Penalty: 4116.569336
	Iteration 37Q: 3 clusters Score -482839.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -482844.218750 Penalty: 4116.569336
	Iteration 38Q: 3 clusters Score -482844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -482847.625000 Penalty: 4116.569336
	Iteration 39Q: 3 clusters Score -482847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -482849.625000 Penalty: 4116.569336
	Iteration 40F: 3 clusters Score -482849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -482851.125000 Penalty: 4116.569336
	Iteration 41Q: 3 clusters Score -482851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -482853.406250 Penalty: 4116.569336
	Iteration 42Q: 3 clusters Score -482853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -482855.437500 Penalty: 4116.569336
	Iteration 43Q: 3 clusters Score -482855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -482857.437500 Penalty: 4116.569336
	Iteration 44Q: 3 clusters Score -482857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -482860.062500 Penalty: 4116.569336
	Iteration 45Q: 3 clusters Score -482860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -482861.718750 Penalty: 4116.569336
	Iteration 46Q: 3 clusters Score -482861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -482863.062500 Penalty: 4116.569336
	Iteration 47Q: 3 clusters Score -482863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -482864.843750 Penalty: 4116.569336
	Iteration 48Q: 3 clusters Score -482864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -482864.218750 Penalty: 4116.569336
	Iteration 49Q: 3 clusters Score -482864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -482866.250000 Penalty: 4116.569336
	Iteration 50Q: 3 clusters Score -482866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -482866.125000 Penalty: 4116.569336
	Iteration 51Q: 3 clusters Score -482866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -482866.718750 Penalty: 4116.569336
	Iteration 52Q: 3 clusters Score -482866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -482866.968750 Penalty: 4116.569336
	Iteration 53Q: 3 clusters Score -482867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -482867.437500 Penalty: 4116.569336
	Iteration 54Q: 3 clusters Score -482867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -482867.437500 Penalty: 4116.569336
	Iteration 55F: 3 clusters Score -482867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Entering Unmasked Estep 
Score: -4196870.000000 Penalty: 2587.164062
	Iteration 0F: 2 clusters Score -4196870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4173691.000000 Penalty: 5174.328125
	Iteration 0F: 3 clusters Score -4173691 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4182050.000000 Penalty: 5174.328125
	Iteration 1F: 3 clusters Score -4182050 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4182660.750000 Penalty: 5174.328125
	Iteration 2F: 3 clusters Score -4182661 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4183320.250000 Penalty: 5174.328125
	Iteration 3Q: 3 clusters Score -4183320 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4184095.000000 Penalty: 5174.328125
	Iteration 4Q: 3 clusters Score -4184095 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -4185018.500000 Penalty: 5174.328125
	Iteration 5F: 3 clusters Score -4185018 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4186123.500000 Penalty: 5174.328125
	Iteration 6F: 3 clusters Score -4186124 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4187374.250000 Penalty: 5174.328125
	Iteration 7F: 3 clusters Score -4187374 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4188415.250000 Penalty: 5174.328125
	Iteration 8F: 3 clusters Score -4188415 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4189173.000000 Penalty: 5174.328125
	Iteration 9Q: 3 clusters Score -4189173 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4189661.750000 Penalty: 5174.328125
	Iteration 10Q: 3 clusters Score -4189662 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4189973.250000 Penalty: 5174.328125
	Iteration 11Q: 3 clusters Score -4189973 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4190215.750000 Penalty: 5174.328125
	Iteration 12Q: 3 clusters Score -4190216 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4190383.750000 Penalty: 5174.328125
	Iteration 13Q: 3 clusters Score -4190384 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4190527.750000 Penalty: 5174.328125
	Iteration 14Q: 3 clusters Score -4190528 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4190586.000000 Penalty: 5174.328125
	Iteration 15Q: 3 clusters Score -4190586 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4190683.000000 Penalty: 5174.328125
	Iteration 16Q: 3 clusters Score -4190683 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4190758.500000 Penalty: 5174.328125
	Iteration 17Q: 3 clusters Score -4190758 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4190820.750000 Penalty: 5174.328125
	Iteration 18Q: 3 clusters Score -4190821 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4190878.500000 Penalty: 5174.328125
	Iteration 19Q: 3 clusters Score -4190878 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4190937.000000 Penalty: 5174.328125
	Iteration 20F: 3 clusters Score -4190937 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4190981.500000 Penalty: 5174.328125
	Iteration 21Q: 3 clusters Score -4190982 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4191037.500000 Penalty: 5174.328125
	Iteration 22Q: 3 clusters Score -4191038 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4191103.000000 Penalty: 5174.328125
	Iteration 23Q: 3 clusters Score -4191103 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4191150.250000 Penalty: 5174.328125
	Iteration 24Q: 3 clusters Score -4191150 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4191201.750000 Penalty: 5174.328125
	Iteration 25Q: 3 clusters Score -4191202 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4191253.250000 Penalty: 5174.328125
	Iteration 26Q: 3 clusters Score -4191253 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4191314.750000 Penalty: 5174.328125
	Iteration 27Q: 3 clusters Score -4191315 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4191363.000000 Penalty: 5174.328125
	Iteration 28Q: 3 clusters Score -4191363 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4191439.500000 Penalty: 5174.328125
	Iteration 29Q: 3 clusters Score -4191440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4191501.250000 Penalty: 5174.328125
	Iteration 30Q: 3 clusters Score -4191501 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4191551.000000 Penalty: 5174.328125
	Iteration 31Q: 3 clusters Score -4191551 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4191611.750000 Penalty: 5174.328125
	Iteration 32Q: 3 clusters Score -4191612 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4191662.250000 Penalty: 5174.328125
	Iteration 33Q: 3 clusters Score -4191662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4191698.750000 Penalty: 5174.328125
	Iteration 34Q: 3 clusters Score -4191699 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4191731.750000 Penalty: 5174.328125
	Iteration 35Q: 3 clusters Score -4191732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4191766.000000 Penalty: 5174.328125
	Iteration 36Q: 3 clusters Score -4191766 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4191794.500000 Penalty: 5174.328125
	Iteration 37Q: 3 clusters Score -4191794 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4191849.000000 Penalty: 5174.328125
	Iteration 38Q: 3 clusters Score -4191849 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4191857.750000 Penalty: 5174.328125
	Iteration 39Q: 3 clusters Score -4191858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4191884.250000 Penalty: 5174.328125
	Iteration 40F: 3 clusters Score -4191884 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4191902.000000 Penalty: 5174.328125
	Iteration 41Q: 3 clusters Score -4191902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4191915.750000 Penalty: 5174.328125
	Iteration 42Q: 3 clusters Score -4191916 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4191928.500000 Penalty: 5174.328125
	Iteration 43Q: 3 clusters Score -4191928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4191951.750000 Penalty: 5174.328125
	Iteration 44Q: 3 clusters Score -4191952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4191991.000000 Penalty: 5174.328125
	Iteration 45Q: 3 clusters Score -4191991 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4192031.250000 Penalty: 5174.328125
	Iteration 46Q: 3 clusters Score -4192031 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4192060.500000 Penalty: 5174.328125
	Iteration 47Q: 3 clusters Score -4192060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4192086.750000 Penalty: 5174.328125
	Iteration 48Q: 3 clusters Score -4192087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4192108.500000 Penalty: 5174.328125
	Iteration 49Q: 3 clusters Score -4192108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4192134.750000 Penalty: 5174.328125
	Iteration 50Q: 3 clusters Score -4192135 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4192152.250000 Penalty: 5174.328125
	Iteration 51Q: 3 clusters Score -4192152 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4192179.000000 Penalty: 5174.328125
	Iteration 52Q: 3 clusters Score -4192179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4192184.500000 Penalty: 5174.328125
	Iteration 53Q: 3 clusters Score -4192184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4192216.750000 Penalty: 5174.328125
	Iteration 54Q: 3 clusters Score -4192217 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4192249.000000 Penalty: 5174.328125
	Iteration 55Q: 3 clusters Score -4192249 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4192269.750000 Penalty: 5174.328125
	Iteration 56Q: 3 clusters Score -4192270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4192287.250000 Penalty: 5174.328125
	Iteration 57Q: 3 clusters Score -4192287 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4192316.250000 Penalty: 5174.328125
	Iteration 58Q: 3 clusters Score -4192316 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4192333.750000 Penalty: 5174.328125
	Iteration 59Q: 3 clusters Score -4192334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4192357.750000 Penalty: 5174.328125
	Iteration 60F: 3 clusters Score -4192358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4192391.750000 Penalty: 5174.328125
	Iteration 61Q: 3 clusters Score -4192392 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -4192420.750000 Penalty: 5174.328125
	Iteration 62Q: 3 clusters Score -4192421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4192457.750000 Penalty: 5174.328125
	Iteration 63Q: 3 clusters Score -4192458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4192486.500000 Penalty: 5174.328125
	Iteration 64Q: 3 clusters Score -4192486 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4192521.000000 Penalty: 5174.328125
	Iteration 65Q: 3 clusters Score -4192521 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4192545.750000 Penalty: 5174.328125
	Iteration 66Q: 3 clusters Score -4192546 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4192585.250000 Penalty: 5174.328125
	Iteration 67Q: 3 clusters Score -4192585 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4192601.500000 Penalty: 5174.328125
	Iteration 68Q: 3 clusters Score -4192602 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4192655.000000 Penalty: 5174.328125
	Iteration 69Q: 3 clusters Score -4192655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4192694.000000 Penalty: 5174.328125
	Iteration 70Q: 3 clusters Score -4192694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4192747.250000 Penalty: 5174.328125
	Iteration 71Q: 3 clusters Score -4192747 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4192787.500000 Penalty: 5174.328125
	Iteration 72Q: 3 clusters Score -4192788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4192807.750000 Penalty: 5174.328125
	Iteration 73Q: 3 clusters Score -4192808 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -4192831.250000 Penalty: 5174.328125
	Iteration 74Q: 3 clusters Score -4192831 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4192857.000000 Penalty: 5174.328125
	Iteration 75Q: 3 clusters Score -4192857 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4192912.000000 Penalty: 5174.328125
	Iteration 76Q: 3 clusters Score -4192912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4192953.250000 Penalty: 5174.328125
	Iteration 77Q: 3 clusters Score -4192953 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4192985.750000 Penalty: 5174.328125
	Iteration 78Q: 3 clusters Score -4192986 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4193026.500000 Penalty: 5174.328125
	Iteration 79Q: 3 clusters Score -4193026 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4193063.750000 Penalty: 5174.328125
	Iteration 80F: 3 clusters Score -4193064 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4193106.250000 Penalty: 5174.328125
	Iteration 81Q: 3 clusters Score -4193106 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4193137.000000 Penalty: 5174.328125
	Iteration 82Q: 3 clusters Score -4193137 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -4193171.250000 Penalty: 5174.328125
	Iteration 83Q: 3 clusters Score -4193171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4193232.000000 Penalty: 5174.328125
	Iteration 84Q: 3 clusters Score -4193232 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4193254.250000 Penalty: 5174.328125
	Iteration 85Q: 3 clusters Score -4193254 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4193302.500000 Penalty: 5174.328125
	Iteration 86Q: 3 clusters Score -4193302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4193342.750000 Penalty: 5174.328125
	Iteration 87Q: 3 clusters Score -4193343 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4193365.750000 Penalty: 5174.328125
	Iteration 88Q: 3 clusters Score -4193366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4193403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4193449 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4193494 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4193529 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4193566 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4193617 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4193664 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4193697 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4193772 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4193818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4193851 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4193885.500000 Penalty: 5174.328125
	Iteration 100F: 3 clusters Score -4193886 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4193907.500000 Penalty: 5174.328125
	Iteration 101Q: 3 clusters Score -4193908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4193939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4193978.000000 Penalty: 5174.328125
	Iteration 103Q: 3 clusters Score -4193978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4193998 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4194026.250000 Penalty: 5174.328125
	Iteration 105Q: 3 clusters Score -4194026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4194060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4194115.000000 Penalty: 5174.328125
	Iteration 107Q: 3 clusters Score -4194115 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4194152.500000 Penalty: 5174.328125
	Iteration 108Q: 3 clusters Score -4194152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -4194186.500000 Penalty: 5174.328125
	Iteration 109Q: 3 clusters Score -4194186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4194221.250000 Penalty: 5174.328125
	Iteration 110Q: 3 clusters Score -4194221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4194243.250000 Penalty: 5174.328125
	Iteration 111Q: 3 clusters Score -4194243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4194274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4194295.500000 Penalty: 5174.328125
	Iteration 113Q: 3 clusters Score -4194296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4194325.500000 Penalty: 5174.328125
	Iteration 114Q: 3 clusters Score -4194326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4194361.500000 Penalty: 5174.328125
	Iteration 115Q: 3 clusters Score -4194362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4194385.500000 Penalty: 5174.328125
	Iteration 116Q: 3 clusters Score -4194386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4194416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4194452.000000 Penalty: 5174.328125
	Iteration 118Q: 3 clusters Score -4194452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4194476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4194490 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4194520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4194542 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4194565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4194577.500000 Penalty: 5174.328125
	Iteration 124Q: 3 clusters Score -4194578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4194600.000000 Penalty: 5174.328125
	Iteration 125Q: 3 clusters Score -4194600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4194616.000000 Penalty: 5174.328125
	Iteration 126Q: 3 clusters Score -4194616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4194638.000000 Penalty: 5174.328125
	Iteration 127Q: 3 clusters Score -4194638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4194657.000000 Penalty: 5174.328125
	Iteration 128Q: 3 clusters Score -4194657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4194661.000000 Penalty: 5174.328125
	Iteration 129Q: 3 clusters Score -4194661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4194673.500000 Penalty: 5174.328125
	Iteration 130Q: 3 clusters Score -4194674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4194671.000000 Penalty: 5174.328125
	Iteration 131Q: 3 clusters Score -4194671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4194683.500000 Penalty: 5174.328125
	Iteration 132Q: 3 clusters Score -4194684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4194689.000000 Penalty: 5174.328125
	Iteration 133Q: 3 clusters Score -4194689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4194696.500000 Penalty: 5174.328125
	Iteration 134Q: 3 clusters Score -4194696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4194703.000000 Penalty: 5174.328125
	Iteration 135Q: 3 clusters Score -4194703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4194712.500000 Penalty: 5174.328125
	Iteration 136Q: 3 clusters Score -4194712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4194715.000000 Penalty: 5174.328125
	Iteration 137Q: 3 clusters Score -4194715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4194727.000000 Penalty: 5174.328125
	Iteration 138Q: 3 clusters Score -4194727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4194729.000000 Penalty: 5174.328125
	Iteration 139Q: 3 clusters Score -4194729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4194738.500000 Penalty: 5174.328125
	Iteration 140F: 3 clusters Score -4194738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4194743.500000 Penalty: 5174.328125
	Iteration 141Q: 3 clusters Score -4194744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4194752.500000 Penalty: 5174.328125
	Iteration 142Q: 3 clusters Score -4194752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4194756.500000 Penalty: 5174.328125
	Iteration 143Q: 3 clusters Score -4194756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4194763.000000 Penalty: 5174.328125
	Iteration 144Q: 3 clusters Score -4194763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4194769.000000 Penalty: 5174.328125
	Iteration 145Q: 3 clusters Score -4194769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4194768.500000 Penalty: 5174.328125
	Iteration 146Q: 3 clusters Score -4194768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4194775.000000 Penalty: 5174.328125
	Iteration 147Q: 3 clusters Score -4194775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4194793.000000 Penalty: 5174.328125
	Iteration 148Q: 3 clusters Score -4194793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4194793.000000 Penalty: 5174.328125
	Iteration 149Q: 3 clusters Score -4194793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4194805.000000 Penalty: 5174.328125
	Iteration 150Q: 3 clusters Score -4194805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4194826.000000 Penalty: 5174.328125
	Iteration 151Q: 3 clusters Score -4194826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4194832.000000 Penalty: 5174.328125
	Iteration 152Q: 3 clusters Score -4194832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4194840.500000 Penalty: 5174.328125
	Iteration 153Q: 3 clusters Score -4194840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4194857.500000 Penalty: 5174.328125
	Iteration 154Q: 3 clusters Score -4194858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4194874.500000 Penalty: 5174.328125
	Iteration 155Q: 3 clusters Score -4194874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4194877.000000 Penalty: 5174.328125
	Iteration 156Q: 3 clusters Score -4194877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4194883.000000 Penalty: 5174.328125
	Iteration 157Q: 3 clusters Score -4194883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4194882.500000 Penalty: 5174.328125
	Iteration 158Q: 3 clusters Score -4194882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4194884.500000 Penalty: 5174.328125
	Iteration 159Q: 3 clusters Score -4194884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4194889.000000 Penalty: 5174.328125
	Iteration 160F: 3 clusters Score -4194889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4194894.500000 Penalty: 5174.328125
	Iteration 161Q: 3 clusters Score -4194894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4194894.500000 Penalty: 5174.328125
	Iteration 162Q: 3 clusters Score -4194894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4194900.500000 Penalty: 5174.328125
	Iteration 163Q: 3 clusters Score -4194900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4194900.500000 Penalty: 5174.328125
	Iteration 164Q: 3 clusters Score -4194900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4194906.000000 Penalty: 5174.328125
	Iteration 165Q: 3 clusters Score -4194906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4194910.000000 Penalty: 5174.328125
	Iteration 166Q: 3 clusters Score -4194910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4194907.000000 Penalty: 5174.328125
	Iteration 167Q: 3 clusters Score -4194907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4194911.500000 Penalty: 5174.328125
	Iteration 168Q: 3 clusters Score -4194912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4194909.500000 Penalty: 5174.328125
	Iteration 169Q: 3 clusters Score -4194910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4194915.000000 Penalty: 5174.328125
	Iteration 170Q: 3 clusters Score -4194915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4194921.500000 Penalty: 5174.328125
	Iteration 171Q: 3 clusters Score -4194922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4194923.000000 Penalty: 5174.328125
	Iteration 172Q: 3 clusters Score -4194923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4194927.000000 Penalty: 5174.328125
	Iteration 173Q: 3 clusters Score -4194927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4194927.000000 Penalty: 5174.328125
	Iteration 174F: 3 clusters Score -4194927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -110037.359375 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -110037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -108346.140625 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -108346.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109649.796875 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -109649.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111121.968750 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -111122 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -112731.078125 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -112731.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -114349.414062 Penalty: 3511.693115
	Iteration 4F: 3 clusters Score -114349.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -114729.187500 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -114729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -114843.023438 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -114843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -114853.898438 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -114853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -114857.476562 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -114857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -114857.476562 Penalty: 3511.693115
	Iteration 9F: 3 clusters Score -114857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 1174 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 9850 members 
Mstep: Class 46 contains 910 members 
Entering Unmasked Estep 
Score: -141983072.000000 Penalty: 159404.984375
Splitting cluster 34 changes total score from -141980176.000000 to -141983072.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -872277.812500 Penalty: 2226.081787
	Iteration 0F: 2 clusters Score -872277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -866095.437500 Penalty: 4452.163574
	Iteration 0F: 3 clusters Score -866095.4 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -868150.437500 Penalty: 4452.163574
	Iteration 1F: 3 clusters Score -868150.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -868713.875000 Penalty: 4452.163574
	Iteration 2F: 3 clusters Score -868713.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -869252.562500 Penalty: 4452.163574
	Iteration 3F: 3 clusters Score -869252.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -869868.687500 Penalty: 4452.163574
	Iteration 4F: 3 clusters Score -869868.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -870382.000000 Penalty: 4452.163574
	Iteration 5F: 3 clusters Score -870382 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -870814.062500 Penalty: 4452.163574
	Iteration 6F: 3 clusters Score -870814.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -871051.937500 Penalty: 4452.163574
	Iteration 7Q: 3 clusters Score -871051.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -871175.625000 Penalty: 4452.163574
	Iteration 8Q: 3 clusters Score -871175.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -871254.312500 Penalty: 4452.163574
	Iteration 9Q: 3 clusters Score -871254.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -871301.250000 Penalty: 4452.163574
	Iteration 10Q: 3 clusters Score -871301.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -871347.312500 Penalty: 4452.163574
	Iteration 11Q: 3 clusters Score -871347.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -871384.062500 Penalty: 4452.163574
	Iteration 12Q: 3 clusters Score -871384.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -871405.687500 Penalty: 4452.163574
	Iteration 13Q: 3 clusters Score -871405.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -871429.937500 Penalty: 4452.163574
	Iteration 14Q: 3 clusters Score -871429.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -871456.500000 Penalty: 4452.163574
	Iteration 15Q: 3 clusters Score -871456.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -871477.500000 Penalty: 4452.163574
	Iteration 16Q: 3 clusters Score -871477.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -871503.375000 Penalty: 4452.163574
	Iteration 17Q: 3 clusters Score -871503.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -871533.187500 Penalty: 4452.163574
	Iteration 18Q: 3 clusters Score -871533.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -871569.625000 Penalty: 4452.163574
	Iteration 19Q: 3 clusters Score -871569.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -871618.250000 Penalty: 4452.163574
	Iteration 20F: 3 clusters Score -871618.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -871662.000000 Penalty: 4452.163574
	Iteration 21Q: 3 clusters Score -871662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -871700.062500 Penalty: 4452.163574
	Iteration 22Q: 3 clusters Score -871700.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -871738.500000 Penalty: 4452.163574
	Iteration 23Q: 3 clusters Score -871738.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -871761.312500 Penalty: 4452.163574
	Iteration 24Q: 3 clusters Score -871761.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -871786.375000 Penalty: 4452.163574
	Iteration 25Q: 3 clusters Score -871786.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -871806.125000 Penalty: 4452.163574
	Iteration 26Q: 3 clusters Score -871806.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -871824.937500 Penalty: 4452.163574
	Iteration 27Q: 3 clusters Score -871824.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -871837.125000 Penalty: 4452.163574
	Iteration 28Q: 3 clusters Score -871837.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -871846.062500 Penalty: 4452.163574
	Iteration 29Q: 3 clusters Score -871846.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -871855.312500 Penalty: 4452.163574
	Iteration 30Q: 3 clusters Score -871855.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -871860.562500 Penalty: 4452.163574
	Iteration 31Q: 3 clusters Score -871860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -871862.437500 Penalty: 4452.163574
	Iteration 32Q: 3 clusters Score -871862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -871867.562500 Penalty: 4452.163574
	Iteration 33Q: 3 clusters Score -871867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -871870.437500 Penalty: 4452.163574
	Iteration 34Q: 3 clusters Score -871870.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -871872.500000 Penalty: 4452.163574
	Iteration 35Q: 3 clusters Score -871872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -871876.562500 Penalty: 4452.163574
	Iteration 36Q: 3 clusters Score -871876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -871879.000000 Penalty: 4452.163574
	Iteration 37Q: 3 clusters Score -871879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -871881.687500 Penalty: 4452.163574
	Iteration 38Q: 3 clusters Score -871881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -871883.062500 Penalty: 4452.163574
	Iteration 39Q: 3 clusters Score -871883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -871883.500000 Penalty: 4452.163574
	Iteration 40F: 3 clusters Score -871883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -871883.750000 Penalty: 4452.163574
	Iteration 41Q: 3 clusters Score -871883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -871881.875000 Penalty: 4452.163574
	Iteration 42Q: 3 clusters Score -871881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -871881.875000 Penalty: 4452.163574
	Iteration 43F: 3 clusters Score -871881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Entering Unmasked Estep 
Score: -1809676.000000 Penalty: 2383.676025
	Iteration 0F: 2 clusters Score -1809676 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 7471 members 
Entering Unmasked Estep 
Score: -1798914.625000 Penalty: 4767.352051
	Iteration 0F: 3 clusters Score -1798915 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1802420.250000 Penalty: 4767.352051
	Iteration 1F: 3 clusters Score -1802420 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1802867.875000 Penalty: 4767.352051
	Iteration 2F: 3 clusters Score -1802868 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1803240.000000 Penalty: 4767.352051
	Iteration 3F: 3 clusters Score -1803240 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1803614.750000 Penalty: 4767.352051
	Iteration 4Q: 3 clusters Score -1803615 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1804070.875000 Penalty: 4767.352051
	Iteration 5Q: 3 clusters Score -1804071 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1804714.625000 Penalty: 4767.352051
	Iteration 6F: 3 clusters Score -1804715 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1805591.375000 Penalty: 4767.352051
	Iteration 7F: 3 clusters Score -1805591 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1806564.875000 Penalty: 4767.352051
	Iteration 8F: 3 clusters Score -1806565 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1807377.000000 Penalty: 4767.352051
	Iteration 9F: 3 clusters Score -1807377 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1807906.750000 Penalty: 4767.352051
	Iteration 10F: 3 clusters Score -1807907 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1808205.125000 Penalty: 4767.352051
	Iteration 11Q: 3 clusters Score -1808205 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1808411.000000 Penalty: 4767.352051
	Iteration 12Q: 3 clusters Score -1808411 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1808541.125000 Penalty: 4767.352051
	Iteration 13Q: 3 clusters Score -1808541 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1808675.000000 Penalty: 4767.352051
	Iteration 14Q: 3 clusters Score -1808675 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1808844.000000 Penalty: 4767.352051
	Iteration 15Q: 3 clusters Score -1808844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1809014.875000 Penalty: 4767.352051
	Iteration 16Q: 3 clusters Score -1809015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1809167.125000 Penalty: 4767.352051
	Iteration 17Q: 3 clusters Score -1809167 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1809284.500000 Penalty: 4767.352051
	Iteration 18Q: 3 clusters Score -1809284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1809367.375000 Penalty: 4767.352051
	Iteration 19Q: 3 clusters Score -1809367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1809412.625000 Penalty: 4767.352051
	Iteration 20F: 3 clusters Score -1809413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1809451.000000 Penalty: 4767.352051
	Iteration 21Q: 3 clusters Score -1809451 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1809480.750000 Penalty: 4767.352051
	Iteration 22Q: 3 clusters Score -1809481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1809503.375000 Penalty: 4767.352051
	Iteration 23Q: 3 clusters Score -1809503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1809516.625000 Penalty: 4767.352051
	Iteration 24Q: 3 clusters Score -1809517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1809526.625000 Penalty: 4767.352051
	Iteration 25Q: 3 clusters Score -1809527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1809536.500000 Penalty: 4767.352051
	Iteration 26Q: 3 clusters Score -1809536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1809547.750000 Penalty: 4767.352051
	Iteration 27Q: 3 clusters Score -1809548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1809559.250000 Penalty: 4767.352051
	Iteration 28Q: 3 clusters Score -1809559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1809562.250000 Penalty: 4767.352051
	Iteration 29Q: 3 clusters Score -1809562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1809567.875000 Penalty: 4767.352051
	Iteration 30Q: 3 clusters Score -1809568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1809571.000000 Penalty: 4767.352051
	Iteration 31Q: 3 clusters Score -1809571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1809574.750000 Penalty: 4767.352051
	Iteration 32Q: 3 clusters Score -1809575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1809577.000000 Penalty: 4767.352051
	Iteration 33Q: 3 clusters Score -1809577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1809580.750000 Penalty: 4767.352051
	Iteration 34Q: 3 clusters Score -1809581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1809583.875000 Penalty: 4767.352051
	Iteration 35Q: 3 clusters Score -1809584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1809589.625000 Penalty: 4767.352051
	Iteration 36Q: 3 clusters Score -1809590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1809592.000000 Penalty: 4767.352051
	Iteration 37Q: 3 clusters Score -1809592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1809591.375000 Penalty: 4767.352051
	Iteration 38Q: 3 clusters Score -1809591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1809596.125000 Penalty: 4767.352051
	Iteration 39Q: 3 clusters Score -1809596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1809595.625000 Penalty: 4767.352051
	Iteration 40F: 3 clusters Score -1809596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1809598.000000 Penalty: 4767.352051
	Iteration 41Q: 3 clusters Score -1809598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1809600.750000 Penalty: 4767.352051
	Iteration 42Q: 3 clusters Score -1809601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1809603.375000 Penalty: 4767.352051
	Iteration 43Q: 3 clusters Score -1809603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1809605.625000 Penalty: 4767.352051
	Iteration 44Q: 3 clusters Score -1809606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1809605.375000 Penalty: 4767.352051
	Iteration 45Q: 3 clusters Score -1809605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1809606.125000 Penalty: 4767.352051
	Iteration 46Q: 3 clusters Score -1809606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1809606.375000 Penalty: 4767.352051
	Iteration 47Q: 3 clusters Score -1809606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1809606.375000 Penalty: 4767.352051
	Iteration 48F: 3 clusters Score -1809606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Entering Unmasked Estep 
Score: -2157738.000000 Penalty: 2414.941895
	Iteration 0F: 2 clusters Score -2157738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2145643.250000 Penalty: 4829.883789
	Iteration 0F: 3 clusters Score -2145643 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2149514.750000 Penalty: 4829.883789
	Iteration 1F: 3 clusters Score -2149515 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2149872.000000 Penalty: 4829.883789
	Iteration 2F: 3 clusters Score -2149872 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2150164.000000 Penalty: 4829.883789
	Iteration 3Q: 3 clusters Score -2150164 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2150479.000000 Penalty: 4829.883789
	Iteration 4Q: 3 clusters Score -2150479 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2150837.500000 Penalty: 4829.883789
	Iteration 5Q: 3 clusters Score -2150838 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2151237.250000 Penalty: 4829.883789
	Iteration 6Q: 3 clusters Score -2151237 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2151717.000000 Penalty: 4829.883789
	Iteration 7Q: 3 clusters Score -2151717 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2152326.250000 Penalty: 4829.883789
	Iteration 8F: 3 clusters Score -2152326 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2153026.750000 Penalty: 4829.883789
	Iteration 9F: 3 clusters Score -2153027 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2153788.250000 Penalty: 4829.883789
	Iteration 10F: 3 clusters Score -2153788 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2154429.250000 Penalty: 4829.883789
	Iteration 11Q: 3 clusters Score -2154429 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2154863.250000 Penalty: 4829.883789
	Iteration 12Q: 3 clusters Score -2154863 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2155139.250000 Penalty: 4829.883789
	Iteration 13Q: 3 clusters Score -2155139 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2155291.250000 Penalty: 4829.883789
	Iteration 14Q: 3 clusters Score -2155291 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2155378.000000 Penalty: 4829.883789
	Iteration 15Q: 3 clusters Score -2155378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2155435.500000 Penalty: 4829.883789
	Iteration 16Q: 3 clusters Score -2155436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2155483.250000 Penalty: 4829.883789
	Iteration 17Q: 3 clusters Score -2155483 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2155514.250000 Penalty: 4829.883789
	Iteration 18Q: 3 clusters Score -2155514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2155536.250000 Penalty: 4829.883789
	Iteration 19Q: 3 clusters Score -2155536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2155564.500000 Penalty: 4829.883789
	Iteration 20F: 3 clusters Score -2155564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2155589.500000 Penalty: 4829.883789
	Iteration 21Q: 3 clusters Score -2155590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2155605.250000 Penalty: 4829.883789
	Iteration 22Q: 3 clusters Score -2155605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2155617.500000 Penalty: 4829.883789
	Iteration 23Q: 3 clusters Score -2155618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2155636.500000 Penalty: 4829.883789
	Iteration 24Q: 3 clusters Score -2155636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2155649.000000 Penalty: 4829.883789
	Iteration 25Q: 3 clusters Score -2155649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2155658.250000 Penalty: 4829.883789
	Iteration 26Q: 3 clusters Score -2155658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2155659.000000 Penalty: 4829.883789
	Iteration 27Q: 3 clusters Score -2155659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2155666.750000 Penalty: 4829.883789
	Iteration 28Q: 3 clusters Score -2155667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2155676.750000 Penalty: 4829.883789
	Iteration 29Q: 3 clusters Score -2155677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2155685.250000 Penalty: 4829.883789
	Iteration 30Q: 3 clusters Score -2155685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2155691.000000 Penalty: 4829.883789
	Iteration 31Q: 3 clusters Score -2155691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2155711.250000 Penalty: 4829.883789
	Iteration 32Q: 3 clusters Score -2155711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2155720.000000 Penalty: 4829.883789
	Iteration 33Q: 3 clusters Score -2155720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2155724.000000 Penalty: 4829.883789
	Iteration 34Q: 3 clusters Score -2155724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2155728.500000 Penalty: 4829.883789
	Iteration 35Q: 3 clusters Score -2155728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2155728.750000 Penalty: 4829.883789
	Iteration 36Q: 3 clusters Score -2155729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2155734.000000 Penalty: 4829.883789
	Iteration 37Q: 3 clusters Score -2155734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2155740.750000 Penalty: 4829.883789
	Iteration 38Q: 3 clusters Score -2155741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2155746.750000 Penalty: 4829.883789
	Iteration 39Q: 3 clusters Score -2155747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2155746.000000 Penalty: 4829.883789
	Iteration 40F: 3 clusters Score -2155746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2155749.500000 Penalty: 4829.883789
	Iteration 41Q: 3 clusters Score -2155750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2155750.000000 Penalty: 4829.883789
	Iteration 42Q: 3 clusters Score -2155750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2155751.250000 Penalty: 4829.883789
	Iteration 43Q: 3 clusters Score -2155751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2155756.000000 Penalty: 4829.883789
	Iteration 44Q: 3 clusters Score -2155756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2155761.000000 Penalty: 4829.883789
	Iteration 45Q: 3 clusters Score -2155761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2155765.250000 Penalty: 4829.883789
	Iteration 46Q: 3 clusters Score -2155765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2155764.500000 Penalty: 4829.883789
	Iteration 47Q: 3 clusters Score -2155764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2155767.750000 Penalty: 4829.883789
	Iteration 48Q: 3 clusters Score -2155768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2155771.750000 Penalty: 4829.883789
	Iteration 49Q: 3 clusters Score -2155772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2155777.500000 Penalty: 4829.883789
	Iteration 50Q: 3 clusters Score -2155778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2155781.750000 Penalty: 4829.883789
	Iteration 51Q: 3 clusters Score -2155782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2155783.250000 Penalty: 4829.883789
	Iteration 52Q: 3 clusters Score -2155783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2155787.000000 Penalty: 4829.883789
	Iteration 53Q: 3 clusters Score -2155787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2155795.250000 Penalty: 4829.883789
	Iteration 54Q: 3 clusters Score -2155795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2155798.250000 Penalty: 4829.883789
	Iteration 55Q: 3 clusters Score -2155798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2155797.750000 Penalty: 4829.883789
	Iteration 56Q: 3 clusters Score -2155798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2155803.500000 Penalty: 4829.883789
	Iteration 57Q: 3 clusters Score -2155804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2155804.250000 Penalty: 4829.883789
	Iteration 58Q: 3 clusters Score -2155804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2155805.000000 Penalty: 4829.883789
	Iteration 59Q: 3 clusters Score -2155805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2155805.250000 Penalty: 4829.883789
	Iteration 60F: 3 clusters Score -2155805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2155807.250000 Penalty: 4829.883789
	Iteration 61Q: 3 clusters Score -2155807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2155807.250000 Penalty: 4829.883789
	Iteration 62F: 3 clusters Score -2155807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -121904.531250 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -121904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119875.375000 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -119875.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120379.414062 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -120379.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120725.492188 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -120725.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121304.757812 Penalty: 3505.813232
	Iteration 3F: 3 clusters Score -121304.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122025.023438 Penalty: 3505.813232
	Iteration 4F: 3 clusters Score -122025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122678.234375 Penalty: 3505.813232
	Iteration 5F: 3 clusters Score -122678.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123010.453125 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -123010.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123107.062500 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -123107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123159.851562 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -123159.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123204.757812 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -123204.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123230.867188 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -123230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123248.867188 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -123248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123263.179688 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -123263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123290.289062 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -123290.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -123319.375000 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -123319.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123374.687500 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -123374.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123456.960938 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -123457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123509.445312 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -123509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123591.539062 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -123591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123689.484375 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -123689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123765.500000 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -123765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -123806.000000 Penalty: 3505.813232
	Iteration 21Q: 3 clusters Score -123806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -123826.562500 Penalty: 3505.813232
	Iteration 22Q: 3 clusters Score -123826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -123846.914062 Penalty: 3505.813232
	Iteration 23Q: 3 clusters Score -123846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123863.125000 Penalty: 3505.813232
	Iteration 24Q: 3 clusters Score -123863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -123867.476562 Penalty: 3505.813232
	Iteration 25Q: 3 clusters Score -123867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -123875.304688 Penalty: 3505.813232
	Iteration 26Q: 3 clusters Score -123875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -123880.765625 Penalty: 3505.813232
	Iteration 27Q: 3 clusters Score -123880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -123886.078125 Penalty: 3505.813232
	Iteration 28Q: 3 clusters Score -123886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -123887.929688 Penalty: 3505.813232
	Iteration 29Q: 3 clusters Score -123887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -123890.890625 Penalty: 3505.813232
	Iteration 30Q: 3 clusters Score -123890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123898.875000 Penalty: 3505.813232
	Iteration 31Q: 3 clusters Score -123898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -123915.523438 Penalty: 3505.813232
	Iteration 32Q: 3 clusters Score -123915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -123930.578125 Penalty: 3505.813232
	Iteration 33Q: 3 clusters Score -123930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -123936.859375 Penalty: 3505.813232
	Iteration 34Q: 3 clusters Score -123936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -123943.570312 Penalty: 3505.813232
	Iteration 35Q: 3 clusters Score -123943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123946.804688 Penalty: 3505.813232
	Iteration 36Q: 3 clusters Score -123946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -123947.335938 Penalty: 3505.813232
	Iteration 37F: 3 clusters Score -123947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -123948.921875 Penalty: 3505.813232
	Iteration 38Q: 3 clusters Score -123948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -123951.789062 Penalty: 3505.813232
	Iteration 39Q: 3 clusters Score -123951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -123951.789062 Penalty: 3505.813232
	Iteration 40F: 3 clusters Score -123951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 863 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 9850 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 311 members 
Entering Unmasked Estep 
Score: -141983200.000000 Penalty: 162870.312500
Splitting cluster 38 changes total score from -141980176.000000 to -141983200.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 39 (80819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Entering Unmasked Estep 
Score: -10178850.000000 Penalty: 2802.392090
	Iteration 0F: 2 clusters Score -1.017885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -10124449.000000 Penalty: 5604.784180
	Iteration 0F: 3 clusters Score -1.012445e+07 nChanged 37982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -10146083.000000 Penalty: 5604.784180
	Iteration 1F: 3 clusters Score -1.014608e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -10146693.000000 Penalty: 5604.784180
	Iteration 2Q: 3 clusters Score -1.014669e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -10147337.000000 Penalty: 5604.784180
	Iteration 3Q: 3 clusters Score -1.014734e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -10147950.000000 Penalty: 5604.784180
	Iteration 4Q: 3 clusters Score -1.014795e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -10148894.000000 Penalty: 5604.784180
	Iteration 5Q: 3 clusters Score -1.014889e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -10149993.000000 Penalty: 5604.784180
	Iteration 6Q: 3 clusters Score -1.014999e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -10151774.000000 Penalty: 5604.784180
	Iteration 7Q: 3 clusters Score -1.015177e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -10154631.000000 Penalty: 5604.784180
	Iteration 8F: 3 clusters Score -1.015463e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -10158669.000000 Penalty: 5604.784180
	Iteration 9F: 3 clusters Score -1.015867e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -10163260.000000 Penalty: 5604.784180
	Iteration 10F: 3 clusters Score -1.016326e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -10167432.000000 Penalty: 5604.784180
	Iteration 11F: 3 clusters Score -1.016743e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -10170342.000000 Penalty: 5604.784180
	Iteration 12Q: 3 clusters Score -1.017034e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -10172326.000000 Penalty: 5604.784180
	Iteration 13Q: 3 clusters Score -1.017233e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -10173682.000000 Penalty: 5604.784180
	Iteration 14Q: 3 clusters Score -1.017368e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -10174571.000000 Penalty: 5604.784180
	Iteration 15Q: 3 clusters Score -1.017457e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -10175206.000000 Penalty: 5604.784180
	Iteration 16Q: 3 clusters Score -1.017521e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -10175585.000000 Penalty: 5604.784180
	Iteration 17Q: 3 clusters Score -1.017558e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -10175846.000000 Penalty: 5604.784180
	Iteration 18Q: 3 clusters Score -1.017585e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -10176048.000000 Penalty: 5604.784180
	Iteration 19Q: 3 clusters Score -1.017605e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -10176149.000000 Penalty: 5604.784180
	Iteration 20F: 3 clusters Score -1.017615e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -10176252.000000 Penalty: 5604.784180
	Iteration 21Q: 3 clusters Score -1.017625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -10176297.000000 Penalty: 5604.784180
	Iteration 22Q: 3 clusters Score -1.01763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -10176350.000000 Penalty: 5604.784180
	Iteration 23Q: 3 clusters Score -1.017635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -10176382.000000 Penalty: 5604.784180
	Iteration 24Q: 3 clusters Score -1.017638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -10176407.000000 Penalty: 5604.784180
	Iteration 25Q: 3 clusters Score -1.017641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -10176411.000000 Penalty: 5604.784180
	Iteration 26Q: 3 clusters Score -1.017641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -10176419.000000 Penalty: 5604.784180
	Iteration 27Q: 3 clusters Score -1.017642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -10176424.000000 Penalty: 5604.784180
	Iteration 28Q: 3 clusters Score -1.017642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10176444.000000 Penalty: 5604.784180
	Iteration 29Q: 3 clusters Score -1.017644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -10176452.000000 Penalty: 5604.784180
	Iteration 30Q: 3 clusters Score -1.017645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10176462.000000 Penalty: 5604.784180
	Iteration 31Q: 3 clusters Score -1.017646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -10176464.000000 Penalty: 5604.784180
	Iteration 32Q: 3 clusters Score -1.017646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -10176466.000000 Penalty: 5604.784180
	Iteration 33Q: 3 clusters Score -1.017647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -10176470.000000 Penalty: 5604.784180
	Iteration 34Q: 3 clusters Score -1.017647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -10176466.000000 Penalty: 5604.784180
	Iteration 35Q: 3 clusters Score -1.017647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -10176476.000000 Penalty: 5604.784180
	Iteration 36Q: 3 clusters Score -1.017648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -10176482.000000 Penalty: 5604.784180
	Iteration 37Q: 3 clusters Score -1.017648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10176476.000000 Penalty: 5604.784180
	Iteration 38Q: 3 clusters Score -1.017648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -10176482.000000 Penalty: 5604.784180
	Iteration 39Q: 3 clusters Score -1.017648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -10176481.000000 Penalty: 5604.784180
	Iteration 40F: 3 clusters Score -1.017648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -10176476.000000 Penalty: 5604.784180
	Iteration 41Q: 3 clusters Score -1.017648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -10176474.000000 Penalty: 5604.784180
	Iteration 42Q: 3 clusters Score -1.017647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -10176474.000000 Penalty: 5604.784180
	Iteration 43F: 3 clusters Score -1.017647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -296227.312500 Penalty: 1950.852051
	Iteration 0F: 2 clusters Score -296227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293173.781250 Penalty: 3901.704102
	Iteration 0F: 3 clusters Score -293173.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -293744.093750 Penalty: 3901.704102
	Iteration 1F: 3 clusters Score -293744.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293909.906250 Penalty: 3901.704102
	Iteration 2F: 3 clusters Score -293909.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -294036.437500 Penalty: 3901.704102
	Iteration 3F: 3 clusters Score -294036.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -294121.750000 Penalty: 3901.704102
	Iteration 4Q: 3 clusters Score -294121.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -294202.468750 Penalty: 3901.704102
	Iteration 5Q: 3 clusters Score -294202.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -294332.875000 Penalty: 3901.704102
	Iteration 6Q: 3 clusters Score -294332.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -294406.687500 Penalty: 3901.704102
	Iteration 7Q: 3 clusters Score -294406.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -294473.000000 Penalty: 3901.704102
	Iteration 8Q: 3 clusters Score -294473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -294527.968750 Penalty: 3901.704102
	Iteration 9Q: 3 clusters Score -294528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -294588.562500 Penalty: 3901.704102
	Iteration 10Q: 3 clusters Score -294588.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -294625.656250 Penalty: 3901.704102
	Iteration 11Q: 3 clusters Score -294625.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -294663.656250 Penalty: 3901.704102
	Iteration 12Q: 3 clusters Score -294663.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -294697.156250 Penalty: 3901.704102
	Iteration 13Q: 3 clusters Score -294697.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -294726.156250 Penalty: 3901.704102
	Iteration 14Q: 3 clusters Score -294726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -294741.812500 Penalty: 3901.704102
	Iteration 15Q: 3 clusters Score -294741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -294751.531250 Penalty: 3901.704102
	Iteration 16Q: 3 clusters Score -294751.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -294759.062500 Penalty: 3901.704102
	Iteration 17Q: 3 clusters Score -294759.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -294766.906250 Penalty: 3901.704102
	Iteration 18Q: 3 clusters Score -294766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -294776.875000 Penalty: 3901.704102
	Iteration 19Q: 3 clusters Score -294776.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -294783.875000 Penalty: 3901.704102
	Iteration 20F: 3 clusters Score -294783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -294792.187500 Penalty: 3901.704102
	Iteration 21Q: 3 clusters Score -294792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -294802.593750 Penalty: 3901.704102
	Iteration 22Q: 3 clusters Score -294802.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -294811.250000 Penalty: 3901.704102
	Iteration 23Q: 3 clusters Score -294811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -294819.500000 Penalty: 3901.704102
	Iteration 24Q: 3 clusters Score -294819.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -294834.781250 Penalty: 3901.704102
	Iteration 25Q: 3 clusters Score -294834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -294844.250000 Penalty: 3901.704102
	Iteration 26Q: 3 clusters Score -294844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -294851.968750 Penalty: 3901.704102
	Iteration 27Q: 3 clusters Score -294852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -294858.156250 Penalty: 3901.704102
	Iteration 28Q: 3 clusters Score -294858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -294867.718750 Penalty: 3901.704102
	Iteration 29Q: 3 clusters Score -294867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -294879.125000 Penalty: 3901.704102
	Iteration 30Q: 3 clusters Score -294879.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -294887.812500 Penalty: 3901.704102
	Iteration 31Q: 3 clusters Score -294887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -294897.531250 Penalty: 3901.704102
	Iteration 32Q: 3 clusters Score -294897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -294909.156250 Penalty: 3901.704102
	Iteration 33Q: 3 clusters Score -294909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -294922.968750 Penalty: 3901.704102
	Iteration 34Q: 3 clusters Score -294923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -294941.375000 Penalty: 3901.704102
	Iteration 35Q: 3 clusters Score -294941.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -294967.093750 Penalty: 3901.704102
	Iteration 36Q: 3 clusters Score -294967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294985.625000 Penalty: 3901.704102
	Iteration 37Q: 3 clusters Score -294985.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -295000.593750 Penalty: 3901.704102
	Iteration 38Q: 3 clusters Score -295000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -295010.593750 Penalty: 3901.704102
	Iteration 39Q: 3 clusters Score -295010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -295018.656250 Penalty: 3901.704102
	Iteration 40F: 3 clusters Score -295018.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -295026.937500 Penalty: 3901.704102
	Iteration 41Q: 3 clusters Score -295026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -295037.500000 Penalty: 3901.704102
	Iteration 42Q: 3 clusters Score -295037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -295044.625000 Penalty: 3901.704102
	Iteration 43Q: 3 clusters Score -295044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -295054.937500 Penalty: 3901.704102
	Iteration 44Q: 3 clusters Score -295054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295071.500000 Penalty: 3901.704102
	Iteration 45Q: 3 clusters Score -295071.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -295081.312500 Penalty: 3901.704102
	Iteration 46Q: 3 clusters Score -295081.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -295093.031250 Penalty: 3901.704102
	Iteration 47Q: 3 clusters Score -295093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -295111.750000 Penalty: 3901.704102
	Iteration 48Q: 3 clusters Score -295111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -295127.468750 Penalty: 3901.704102
	Iteration 49Q: 3 clusters Score -295127.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -295140.281250 Penalty: 3901.704102
	Iteration 50Q: 3 clusters Score -295140.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -295156.125000 Penalty: 3901.704102
	Iteration 51Q: 3 clusters Score -295156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -295169.437500 Penalty: 3901.704102
	Iteration 52Q: 3 clusters Score -295169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -295181.156250 Penalty: 3901.704102
	Iteration 53Q: 3 clusters Score -295181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -295187.531250 Penalty: 3901.704102
	Iteration 54Q: 3 clusters Score -295187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295190.218750 Penalty: 3901.704102
	Iteration 55Q: 3 clusters Score -295190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295194.687500 Penalty: 3901.704102
	Iteration 56Q: 3 clusters Score -295194.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -295198.500000 Penalty: 3901.704102
	Iteration 57Q: 3 clusters Score -295198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -295201.312500 Penalty: 3901.704102
	Iteration 58Q: 3 clusters Score -295201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -295201.250000 Penalty: 3901.704102
	Iteration 59Q: 3 clusters Score -295201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -295201.843750 Penalty: 3901.704102
	Iteration 60F: 3 clusters Score -295201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -142608.875000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -142608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140621.078125 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -140621.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141269.421875 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -141269.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141718.890625 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -141718.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -142039.281250 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -142039.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -142176.296875 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -142176.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -142232.562500 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -142232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142304.437500 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -142304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -142315.250000 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -142315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142319.171875 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -142319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -142320.906250 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -142320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -142321.984375 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -142322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -142321.984375 Penalty: 3530.937988
	Iteration 11F: 3 clusters Score -142322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -478351.937500 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -478351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474547.437500 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -474547.4 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -475392.000000 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -475392 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -475574.156250 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -475574.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -475685.156250 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -475685.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -475748.843750 Penalty: 4099.124023
	Iteration 4Q: 3 clusters Score -475748.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -475801.750000 Penalty: 4099.124023
	Iteration 5Q: 3 clusters Score -475801.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -475843.343750 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -475843.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475881.187500 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -475881.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -475918.000000 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -475918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -475954.468750 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -475954.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -475997.093750 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -475997.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -476031.125000 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -476031.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -476062.093750 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -476062.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -476086.781250 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -476086.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -476101.906250 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -476101.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -476116.312500 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -476116.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -476135.062500 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -476135.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -476157.843750 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -476157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -476174.437500 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -476174.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -476193.156250 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -476193.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -476206.406250 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -476206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -476217.656250 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -476217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -476222.406250 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -476222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -476226.187500 Penalty: 4099.124023
	Iteration 23Q: 3 clusters Score -476226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -476230.000000 Penalty: 4099.124023
	Iteration 24Q: 3 clusters Score -476230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -476238.281250 Penalty: 4099.124023
	Iteration 25Q: 3 clusters Score -476238.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -476243.656250 Penalty: 4099.124023
	Iteration 26Q: 3 clusters Score -476243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -476249.000000 Penalty: 4099.124023
	Iteration 27Q: 3 clusters Score -476249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -476255.843750 Penalty: 4099.124023
	Iteration 28Q: 3 clusters Score -476255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -476263.437500 Penalty: 4099.124023
	Iteration 29Q: 3 clusters Score -476263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -476270.593750 Penalty: 4099.124023
	Iteration 30Q: 3 clusters Score -476270.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -476282.937500 Penalty: 4099.124023
	Iteration 31Q: 3 clusters Score -476282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -476289.656250 Penalty: 4099.124023
	Iteration 32Q: 3 clusters Score -476289.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -476295.125000 Penalty: 4099.124023
	Iteration 33Q: 3 clusters Score -476295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -476302.375000 Penalty: 4099.124023
	Iteration 34Q: 3 clusters Score -476302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -476306.875000 Penalty: 4099.124023
	Iteration 35Q: 3 clusters Score -476306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -476309.968750 Penalty: 4099.124023
	Iteration 36Q: 3 clusters Score -476310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -476314.218750 Penalty: 4099.124023
	Iteration 37Q: 3 clusters Score -476314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -476317.812500 Penalty: 4099.124023
	Iteration 38Q: 3 clusters Score -476317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -476324.250000 Penalty: 4099.124023
	Iteration 39Q: 3 clusters Score -476324.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -476330.031250 Penalty: 4099.124023
	Iteration 40F: 3 clusters Score -476330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -476337.906250 Penalty: 4099.124023
	Iteration 41Q: 3 clusters Score -476337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -476342.937500 Penalty: 4099.124023
	Iteration 42Q: 3 clusters Score -476342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -476350.593750 Penalty: 4099.124023
	Iteration 43Q: 3 clusters Score -476350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -476355.218750 Penalty: 4099.124023
	Iteration 44Q: 3 clusters Score -476355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -476357.656250 Penalty: 4099.124023
	Iteration 45Q: 3 clusters Score -476357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -476359.156250 Penalty: 4099.124023
	Iteration 46Q: 3 clusters Score -476359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -476362.781250 Penalty: 4099.124023
	Iteration 47Q: 3 clusters Score -476362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -476365.718750 Penalty: 4099.124023
	Iteration 48Q: 3 clusters Score -476365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -476365.593750 Penalty: 4099.124023
	Iteration 49Q: 3 clusters Score -476365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -476367.593750 Penalty: 4099.124023
	Iteration 50Q: 3 clusters Score -476367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -476367.968750 Penalty: 4099.124023
	Iteration 51Q: 3 clusters Score -476368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -476367.968750 Penalty: 4099.124023
	Iteration 52F: 3 clusters Score -476368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -760323.187500 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -760323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -755002.750000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -755002.8 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -756353.062500 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -756353.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -756682.312500 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -756682.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -756945.687500 Penalty: 4333.617188
	Iteration 3F: 3 clusters Score -756945.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -757186.437500 Penalty: 4333.617188
	Iteration 4F: 3 clusters Score -757186.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -757410.750000 Penalty: 4333.617188
	Iteration 5F: 3 clusters Score -757410.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -757632.062500 Penalty: 4333.617188
	Iteration 6F: 3 clusters Score -757632.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -757814.687500 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -757814.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -757971.125000 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -757971.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -758091.437500 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -758091.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -758164.000000 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -758164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -758218.937500 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -758218.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -758263.500000 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -758263.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -758287.187500 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -758287.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -758305.375000 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -758305.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -758315.312500 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -758315.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -758325.750000 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -758325.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -758337.875000 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -758337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -758343.437500 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -758343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -758346.937500 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -758346.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -758353.562500 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -758353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -758356.687500 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -758356.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -758359.500000 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -758359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -758359.812500 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -758359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -758361.437500 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -758361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -758361.812500 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -758361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -758362.437500 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -758362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -758362.312500 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -758362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -758362.312500 Penalty: 4333.617188
	Iteration 28F: 3 clusters Score -758362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 14756 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 52771 members 
Mstep: Class 8 contains 67150 members 
Mstep: Class 9 contains 166650 members 
Mstep: Class 10 contains 24602 members 
Mstep: Class 11 contains 12072 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 345295 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 5864 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 6285 members 
Mstep: Class 25 contains 13552 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57642 members 
Mstep: Class 32 contains 4022 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 16944 members 
Mstep: Class 38 contains 863 members 
Mstep: Class 39 contains 80819 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985712.000000 Penalty: 162870.312500
Iteration 119Q: 48 clusters Score -1.419857e+08 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 20449 members 
Mstep: Class 4 contains 1971 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 52644 members 
Mstep: Class 8 contains 66436 members 
Mstep: Class 9 contains 167353 members 
Mstep: Class 10 contains 24610 members 
Mstep: Class 11 contains 12090 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 51754 members 
Mstep: Class 14 contains 4136 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 343865 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 23197 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 8708 members 
Mstep: Class 24 contains 6271 members 
Mstep: Class 25 contains 13624 members 
Mstep: Class 26 contains 4898 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19456 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 57529 members 
Mstep: Class 32 contains 4025 members 
Mstep: Class 33 contains 34169 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 7933 members 
Mstep: Class 36 contains 14939 members 
Mstep: Class 37 contains 16982 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 80779 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3883 members 
Mstep: Class 43 contains 6231 members 
Mstep: Class 44 contains 7678 members 
Mstep: Class 45 contains 9607 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989392.000000 Penalty: 162870.312500
Iteration 120F: 48 clusters Score -1.419894e+08 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 14762 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 52518 members 
Mstep: Class 8 contains 65713 members 
Mstep: Class 9 contains 167144 members 
Mstep: Class 10 contains 24610 members 
Mstep: Class 11 contains 12120 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 51122 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343211 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 23956 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 8774 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 13538 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 19704 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 57340 members 
Mstep: Class 32 contains 4025 members 
Mstep: Class 33 contains 33974 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 7947 members 
Mstep: Class 36 contains 14936 members 
Mstep: Class 37 contains 17005 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 80371 members 
Mstep: Class 40 contains 2617 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 6231 members 
Mstep: Class 44 contains 9239 members 
Mstep: Class 45 contains 10213 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992384.000000 Penalty: 162870.312500
Iteration 121Q: 48 clusters Score -1.419924e+08 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 14761 members 
Mstep: Class 3 contains 20461 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 10822 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 52425 members 
Mstep: Class 8 contains 65005 members 
Mstep: Class 9 contains 166898 members 
Mstep: Class 10 contains 24638 members 
Mstep: Class 11 contains 12148 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 50489 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343038 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 24591 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 14713 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 8830 members 
Mstep: Class 24 contains 6229 members 
Mstep: Class 25 contains 13414 members 
Mstep: Class 26 contains 4953 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 19982 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 57166 members 
Mstep: Class 32 contains 4027 members 
Mstep: Class 33 contains 33826 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 7948 members 
Mstep: Class 36 contains 14934 members 
Mstep: Class 37 contains 17033 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 80015 members 
Mstep: Class 40 contains 2626 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3886 members 
Mstep: Class 43 contains 6233 members 
Mstep: Class 44 contains 10465 members 
Mstep: Class 45 contains 10642 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141994240.000000 Penalty: 162870.312500
Iteration 122Q: 48 clusters Score -1.419942e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 14768 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 10819 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 52348 members 
Mstep: Class 8 contains 64370 members 
Mstep: Class 9 contains 166590 members 
Mstep: Class 10 contains 24684 members 
Mstep: Class 11 contains 12184 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 49792 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343128 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 25049 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 14714 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 8875 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 20291 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 57049 members 
Mstep: Class 32 contains 4026 members 
Mstep: Class 33 contains 33687 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 7973 members 
Mstep: Class 36 contains 14940 members 
Mstep: Class 37 contains 17061 members 
Mstep: Class 38 contains 875 members 
Mstep: Class 39 contains 79637 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3890 members 
Mstep: Class 43 contains 6236 members 
Mstep: Class 44 contains 11584 members 
Mstep: Class 45 contains 10988 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141995280.000000 Penalty: 162870.312500
Iteration 123Q: 48 clusters Score -1.419953e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 20449 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 52290 members 
Mstep: Class 8 contains 63850 members 
Mstep: Class 9 contains 166267 members 
Mstep: Class 10 contains 24711 members 
Mstep: Class 11 contains 12220 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 49023 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343221 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 25486 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 14713 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 13185 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 20659 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 56980 members 
Mstep: Class 32 contains 4023 members 
Mstep: Class 33 contains 33539 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 7995 members 
Mstep: Class 36 contains 14944 members 
Mstep: Class 37 contains 17061 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 79227 members 
Mstep: Class 40 contains 2651 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3888 members 
Mstep: Class 43 contains 6239 members 
Mstep: Class 44 contains 12664 members 
Mstep: Class 45 contains 11293 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141996640.000000 Penalty: 162870.312500
Iteration 124Q: 48 clusters Score -1.419966e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 14802 members 
Mstep: Class 3 contains 20453 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 10819 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 52230 members 
Mstep: Class 8 contains 63346 members 
Mstep: Class 9 contains 165952 members 
Mstep: Class 10 contains 24740 members 
Mstep: Class 11 contains 12252 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 48239 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 5508 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343341 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 25900 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 14712 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 13053 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 21013 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 56952 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 33404 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 14946 members 
Mstep: Class 37 contains 17053 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 78859 members 
Mstep: Class 40 contains 2653 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3891 members 
Mstep: Class 43 contains 6242 members 
Mstep: Class 44 contains 13717 members 
Mstep: Class 45 contains 11575 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997712.000000 Penalty: 162870.312500
Iteration 125Q: 48 clusters Score -1.419977e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 14822 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 10818 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 52172 members 
Mstep: Class 8 contains 62846 members 
Mstep: Class 9 contains 165611 members 
Mstep: Class 10 contains 24774 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 47450 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 5526 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343530 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 26261 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 14716 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 8968 members 
Mstep: Class 24 contains 6124 members 
Mstep: Class 25 contains 12926 members 
Mstep: Class 26 contains 5006 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 21390 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 56953 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 33288 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8045 members 
Mstep: Class 36 contains 14944 members 
Mstep: Class 37 contains 17051 members 
Mstep: Class 38 contains 881 members 
Mstep: Class 39 contains 78490 members 
Mstep: Class 40 contains 2657 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3892 members 
Mstep: Class 43 contains 6243 members 
Mstep: Class 44 contains 14728 members 
Mstep: Class 45 contains 11810 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998272.000000 Penalty: 162870.312500
Iteration 126Q: 48 clusters Score -1.419983e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 14837 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 52093 members 
Mstep: Class 8 contains 62360 members 
Mstep: Class 9 contains 165304 members 
Mstep: Class 10 contains 24805 members 
Mstep: Class 11 contains 12313 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 46596 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 5546 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343731 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 26612 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 14721 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 9001 members 
Mstep: Class 24 contains 6100 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 628 members 
Mstep: Class 28 contains 21837 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 56948 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 33176 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8069 members 
Mstep: Class 36 contains 14944 members 
Mstep: Class 37 contains 17065 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 78120 members 
Mstep: Class 40 contains 2660 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3892 members 
Mstep: Class 43 contains 6243 members 
Mstep: Class 44 contains 15684 members 
Mstep: Class 45 contains 12010 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999040.000000 Penalty: 162870.312500
Iteration 127Q: 48 clusters Score -1.41999e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 20484 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 52019 members 
Mstep: Class 8 contains 61927 members 
Mstep: Class 9 contains 164970 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 12337 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 13 contains 45785 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 343904 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 26919 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 14722 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 12744 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 22299 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 56979 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 33047 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8075 members 
Mstep: Class 36 contains 14944 members 
Mstep: Class 37 contains 17082 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 77781 members 
Mstep: Class 40 contains 2664 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3891 members 
Mstep: Class 43 contains 6245 members 
Mstep: Class 44 contains 16570 members 
Mstep: Class 45 contains 12205 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000336.000000 Penalty: 162870.312500
Iteration 128Q: 48 clusters Score -1.420003e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 20537 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51947 members 
Mstep: Class 8 contains 61504 members 
Mstep: Class 9 contains 164662 members 
Mstep: Class 10 contains 24849 members 
Mstep: Class 11 contains 12365 members 
Mstep: Class 12 contains 2262 members 
Mstep: Class 13 contains 45006 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 344167 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 27148 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 14723 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9060 members 
Mstep: Class 24 contains 6031 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 5022 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 22766 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 57001 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 32915 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8093 members 
Mstep: Class 36 contains 14942 members 
Mstep: Class 37 contains 17091 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 77423 members 
Mstep: Class 40 contains 2661 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3894 members 
Mstep: Class 43 contains 6247 members 
Mstep: Class 44 contains 17407 members 
Mstep: Class 45 contains 12413 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000816.000000 Penalty: 162870.312500
Iteration 129Q: 48 clusters Score -1.420008e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 14872 members 
Mstep: Class 3 contains 20580 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51874 members 
Mstep: Class 8 contains 61093 members 
Mstep: Class 9 contains 164344 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 44284 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 344473 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 27381 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9073 members 
Mstep: Class 24 contains 5996 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 23273 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 57013 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 32765 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8101 members 
Mstep: Class 36 contains 14938 members 
Mstep: Class 37 contains 17093 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 77048 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3897 members 
Mstep: Class 43 contains 6245 members 
Mstep: Class 44 contains 18171 members 
Mstep: Class 45 contains 12614 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001488.000000 Penalty: 162870.312500
Iteration 130Q: 48 clusters Score -1.420015e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 14872 members 
Mstep: Class 3 contains 20593 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 10813 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51823 members 
Mstep: Class 8 contains 60731 members 
Mstep: Class 9 contains 164085 members 
Mstep: Class 10 contains 24894 members 
Mstep: Class 11 contains 12420 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 344756 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 27568 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 14716 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 12494 members 
Mstep: Class 26 contains 5047 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 23760 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57037 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 32597 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 14943 members 
Mstep: Class 37 contains 17103 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 76622 members 
Mstep: Class 40 contains 2670 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3902 members 
Mstep: Class 43 contains 6247 members 
Mstep: Class 44 contains 18903 members 
Mstep: Class 45 contains 12819 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002336.000000 Penalty: 162870.312500
Iteration 131Q: 48 clusters Score -1.420023e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 10808 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51794 members 
Mstep: Class 8 contains 60375 members 
Mstep: Class 9 contains 163870 members 
Mstep: Class 10 contains 24906 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 43045 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 345130 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 27722 members 
Mstep: Class 20 contains 5896 members 
Mstep: Class 21 contains 14710 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 12435 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 24204 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57042 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 32440 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8109 members 
Mstep: Class 36 contains 14941 members 
Mstep: Class 37 contains 17118 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 76157 members 
Mstep: Class 40 contains 2677 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3910 members 
Mstep: Class 43 contains 6245 members 
Mstep: Class 44 contains 19510 members 
Mstep: Class 45 contains 13009 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003184.000000 Penalty: 162870.312500
Iteration 132Q: 48 clusters Score -1.420032e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51772 members 
Mstep: Class 8 contains 60057 members 
Mstep: Class 9 contains 163673 members 
Mstep: Class 10 contains 24911 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 345565 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 27840 members 
Mstep: Class 20 contains 5900 members 
Mstep: Class 21 contains 14701 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 5852 members 
Mstep: Class 25 contains 12373 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 24544 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57056 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 32275 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8102 members 
Mstep: Class 36 contains 14936 members 
Mstep: Class 37 contains 17133 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 75708 members 
Mstep: Class 40 contains 2685 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3927 members 
Mstep: Class 43 contains 6247 members 
Mstep: Class 44 contains 20079 members 
Mstep: Class 45 contains 13200 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003664.000000 Penalty: 162870.312500
Iteration 133Q: 48 clusters Score -1.420037e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 14884 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 10802 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51733 members 
Mstep: Class 8 contains 59741 members 
Mstep: Class 9 contains 163454 members 
Mstep: Class 10 contains 24903 members 
Mstep: Class 11 contains 12534 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 42108 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 346046 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 27964 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9103 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 12305 members 
Mstep: Class 26 contains 5081 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 24805 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57074 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 32122 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8098 members 
Mstep: Class 36 contains 14937 members 
Mstep: Class 37 contains 17152 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 75224 members 
Mstep: Class 40 contains 2686 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3944 members 
Mstep: Class 43 contains 6250 members 
Mstep: Class 44 contains 20650 members 
Mstep: Class 45 contains 13372 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003776.000000 Penalty: 162870.312500
Iteration 134Q: 48 clusters Score -1.420038e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20638 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51717 members 
Mstep: Class 8 contains 59487 members 
Mstep: Class 9 contains 163245 members 
Mstep: Class 10 contains 24906 members 
Mstep: Class 11 contains 12583 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 41741 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 346430 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28051 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 14704 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 5772 members 
Mstep: Class 25 contains 12258 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25075 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57086 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 31988 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8096 members 
Mstep: Class 36 contains 14931 members 
Mstep: Class 37 contains 17168 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 74720 members 
Mstep: Class 40 contains 2688 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3963 members 
Mstep: Class 43 contains 6251 members 
Mstep: Class 44 contains 21155 members 
Mstep: Class 45 contains 13537 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004032.000000 Penalty: 162870.312500
Iteration 135Q: 48 clusters Score -1.42004e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 10794 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51707 members 
Mstep: Class 8 contains 59224 members 
Mstep: Class 9 contains 163077 members 
Mstep: Class 10 contains 24914 members 
Mstep: Class 11 contains 12634 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 41423 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 346896 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 28134 members 
Mstep: Class 20 contains 5901 members 
Mstep: Class 21 contains 14697 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 5738 members 
Mstep: Class 25 contains 12213 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25311 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57107 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 31840 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8095 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17182 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 74212 members 
Mstep: Class 40 contains 2689 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3978 members 
Mstep: Class 43 contains 6251 members 
Mstep: Class 44 contains 21558 members 
Mstep: Class 45 contains 13698 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003968.000000 Penalty: 162870.312500
Iteration 136Q: 48 clusters Score -1.42004e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20660 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 10794 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51694 members 
Mstep: Class 8 contains 59004 members 
Mstep: Class 9 contains 162918 members 
Mstep: Class 10 contains 24917 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 41143 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 347327 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 28206 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 14695 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9103 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 12179 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25529 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57146 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 31694 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8102 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17193 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 73699 members 
Mstep: Class 40 contains 2693 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3991 members 
Mstep: Class 43 contains 6253 members 
Mstep: Class 44 contains 21941 members 
Mstep: Class 45 contains 13831 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004464.000000 Penalty: 162870.312500
Iteration 137Q: 48 clusters Score -1.420045e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 20681 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51667 members 
Mstep: Class 8 contains 58809 members 
Mstep: Class 9 contains 162794 members 
Mstep: Class 10 contains 24917 members 
Mstep: Class 11 contains 12714 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 40945 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 347740 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14696 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 5691 members 
Mstep: Class 25 contains 12156 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25678 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57166 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 31540 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17199 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 73198 members 
Mstep: Class 40 contains 2697 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 3997 members 
Mstep: Class 43 contains 6257 members 
Mstep: Class 44 contains 22286 members 
Mstep: Class 45 contains 13963 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004752.000000 Penalty: 162870.312500
Iteration 138Q: 48 clusters Score -1.420048e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 10792 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51644 members 
Mstep: Class 8 contains 58605 members 
Mstep: Class 9 contains 162688 members 
Mstep: Class 10 contains 24930 members 
Mstep: Class 11 contains 12752 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 40804 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 348170 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 28366 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14692 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9098 members 
Mstep: Class 24 contains 5679 members 
Mstep: Class 25 contains 12143 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25805 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57212 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 31399 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8110 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17202 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 72688 members 
Mstep: Class 40 contains 2700 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4006 members 
Mstep: Class 43 contains 6259 members 
Mstep: Class 44 contains 22558 members 
Mstep: Class 45 contains 14085 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004896.000000 Penalty: 162870.312500
Iteration 139Q: 48 clusters Score -1.420049e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 14917 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 10788 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51622 members 
Mstep: Class 8 contains 58436 members 
Mstep: Class 9 contains 162581 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 12772 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 40684 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 348614 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 28444 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 14689 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 5660 members 
Mstep: Class 25 contains 12120 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25888 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57233 members 
Mstep: Class 32 contains 4012 members 
Mstep: Class 33 contains 31262 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8114 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17200 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 72222 members 
Mstep: Class 40 contains 2704 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4016 members 
Mstep: Class 43 contains 6261 members 
Mstep: Class 44 contains 22809 members 
Mstep: Class 45 contains 14217 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005440.000000 Penalty: 162870.312500
Iteration 140F: 48 clusters Score -1.420054e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 14924 members 
Mstep: Class 3 contains 20652 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 10784 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 51588 members 
Mstep: Class 8 contains 58280 members 
Mstep: Class 9 contains 162406 members 
Mstep: Class 10 contains 24923 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 40533 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 349040 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 28517 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 14682 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 12046 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 25960 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57250 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 31139 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 8120 members 
Mstep: Class 36 contains 14923 members 
Mstep: Class 37 contains 17196 members 
Mstep: Class 38 contains 884 members 
Mstep: Class 39 contains 71773 members 
Mstep: Class 40 contains 2704 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4021 members 
Mstep: Class 43 contains 6264 members 
Mstep: Class 44 contains 23292 members 
Mstep: Class 45 contains 14346 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006352.000000 Penalty: 162870.312500
Iteration 141Q: 48 clusters Score -1.420064e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 20630 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 10780 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 51561 members 
Mstep: Class 8 contains 58131 members 
Mstep: Class 9 contains 162248 members 
Mstep: Class 10 contains 24925 members 
Mstep: Class 11 contains 12802 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 40402 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 349409 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 28571 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 14674 members 
Mstep: Class 22 contains 403 members 
Mstep: Class 23 contains 9064 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 11957 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 26008 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57286 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 31034 members 
Mstep: Class 34 contains 300 members 
Mstep: Class 35 contains 8123 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17189 members 
Mstep: Class 38 contains 885 members 
Mstep: Class 39 contains 71349 members 
Mstep: Class 40 contains 2708 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4032 members 
Mstep: Class 43 contains 6265 members 
Mstep: Class 44 contains 23768 members 
Mstep: Class 45 contains 14466 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006736.000000 Penalty: 162870.312500
Iteration 142Q: 48 clusters Score -1.420067e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 10776 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 51540 members 
Mstep: Class 8 contains 58012 members 
Mstep: Class 9 contains 162093 members 
Mstep: Class 10 contains 24928 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 40303 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 349821 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 21 contains 14669 members 
Mstep: Class 22 contains 406 members 
Mstep: Class 23 contains 9059 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 11858 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 627 members 
Mstep: Class 28 contains 26052 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57305 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 30934 members 
Mstep: Class 34 contains 301 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17187 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 70883 members 
Mstep: Class 40 contains 2711 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4038 members 
Mstep: Class 43 contains 6265 members 
Mstep: Class 44 contains 24228 members 
Mstep: Class 45 contains 14581 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007200.000000 Penalty: 162870.312500
Iteration 143Q: 48 clusters Score -1.420072e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 14937 members 
Mstep: Class 3 contains 20593 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 10770 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 51521 members 
Mstep: Class 8 contains 57860 members 
Mstep: Class 9 contains 161963 members 
Mstep: Class 10 contains 24910 members 
Mstep: Class 11 contains 12801 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 40222 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 350301 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 28669 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 14663 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 11785 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57319 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 30839 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 17183 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 70459 members 
Mstep: Class 40 contains 2714 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4049 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 24592 members 
Mstep: Class 45 contains 14684 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 162870.312500
Iteration 144Q: 48 clusters Score -1.420073e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 14938 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 10763 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 51496 members 
Mstep: Class 8 contains 57705 members 
Mstep: Class 9 contains 161849 members 
Mstep: Class 10 contains 24903 members 
Mstep: Class 11 contains 12802 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 40164 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 350819 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 28698 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 14656 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 11719 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26094 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57325 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 30752 members 
Mstep: Class 34 contains 303 members 
Mstep: Class 35 contains 8141 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17187 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 70020 members 
Mstep: Class 40 contains 2716 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4063 members 
Mstep: Class 43 contains 6267 members 
Mstep: Class 44 contains 24904 members 
Mstep: Class 45 contains 14779 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007648.000000 Penalty: 162870.312500
Iteration 145Q: 48 clusters Score -1.420076e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 14932 members 
Mstep: Class 3 contains 20597 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 51474 members 
Mstep: Class 8 contains 57562 members 
Mstep: Class 9 contains 161751 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 12815 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 40117 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 351253 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28738 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 14650 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 9034 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 11663 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26111 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57348 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 30653 members 
Mstep: Class 34 contains 305 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17198 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 69601 members 
Mstep: Class 40 contains 2715 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 6268 members 
Mstep: Class 44 contains 25191 members 
Mstep: Class 45 contains 14877 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 162870.312500
Iteration 146Q: 48 clusters Score -1.420074e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 20614 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 10746 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51461 members 
Mstep: Class 8 contains 57425 members 
Mstep: Class 9 contains 161665 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 12821 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 40072 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 351729 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28771 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 14643 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 9015 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 11617 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57375 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 30556 members 
Mstep: Class 34 contains 306 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17201 members 
Mstep: Class 38 contains 898 members 
Mstep: Class 39 contains 69184 members 
Mstep: Class 40 contains 2716 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4102 members 
Mstep: Class 43 contains 6268 members 
Mstep: Class 44 contains 25428 members 
Mstep: Class 45 contains 14969 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 162870.312500
Iteration 147Q: 48 clusters Score -1.420078e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 14918 members 
Mstep: Class 3 contains 20619 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51444 members 
Mstep: Class 8 contains 57303 members 
Mstep: Class 9 contains 161615 members 
Mstep: Class 10 contains 24888 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 40028 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 352116 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28813 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14634 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 8994 members 
Mstep: Class 24 contains 5496 members 
Mstep: Class 25 contains 11581 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26120 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57390 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 30457 members 
Mstep: Class 34 contains 307 members 
Mstep: Class 35 contains 8156 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17204 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 68831 members 
Mstep: Class 40 contains 2717 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4114 members 
Mstep: Class 43 contains 6274 members 
Mstep: Class 44 contains 25622 members 
Mstep: Class 45 contains 15068 members 
Mstep: Class 46 contains 909 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 162870.312500
Iteration 148Q: 48 clusters Score -1.420078e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 14914 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 51426 members 
Mstep: Class 8 contains 57188 members 
Mstep: Class 9 contains 161548 members 
Mstep: Class 10 contains 24899 members 
Mstep: Class 11 contains 12847 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 40002 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 352459 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28853 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 8986 members 
Mstep: Class 24 contains 5481 members 
Mstep: Class 25 contains 11543 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26128 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57426 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 30355 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8158 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17212 members 
Mstep: Class 38 contains 910 members 
Mstep: Class 39 contains 68479 members 
Mstep: Class 40 contains 2719 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4127 members 
Mstep: Class 43 contains 6277 members 
Mstep: Class 44 contains 25810 members 
Mstep: Class 45 contains 15160 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 162870.312500
Iteration 149Q: 48 clusters Score -1.420078e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 14910 members 
Mstep: Class 3 contains 20623 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 10731 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 51413 members 
Mstep: Class 8 contains 57099 members 
Mstep: Class 9 contains 161504 members 
Mstep: Class 10 contains 24887 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39967 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 352780 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28888 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14619 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 11513 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26136 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57472 members 
Mstep: Class 32 contains 4015 members 
Mstep: Class 33 contains 30274 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8159 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17209 members 
Mstep: Class 38 contains 923 members 
Mstep: Class 39 contains 68143 members 
Mstep: Class 40 contains 2717 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4136 members 
Mstep: Class 43 contains 6279 members 
Mstep: Class 44 contains 25965 members 
Mstep: Class 45 contains 15229 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008304.000000 Penalty: 162870.312500
Iteration 150Q: 48 clusters Score -1.420083e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 14904 members 
Mstep: Class 3 contains 20631 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 10726 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 51418 members 
Mstep: Class 8 contains 57026 members 
Mstep: Class 9 contains 161454 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12860 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 39946 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 353043 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28933 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 14613 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 11491 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26144 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 57525 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 30195 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8160 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17218 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 67806 members 
Mstep: Class 40 contains 2719 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4143 members 
Mstep: Class 43 contains 6282 members 
Mstep: Class 44 contains 26088 members 
Mstep: Class 45 contains 15301 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008144.000000 Penalty: 162870.312500
Iteration 151Q: 48 clusters Score -1.420081e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 20648 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10721 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51422 members 
Mstep: Class 8 contains 56952 members 
Mstep: Class 9 contains 161414 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12873 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 39939 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 353310 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28966 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 14606 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26148 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57568 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 30125 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8159 members 
Mstep: Class 36 contains 14930 members 
Mstep: Class 37 contains 17220 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 67493 members 
Mstep: Class 40 contains 2718 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4150 members 
Mstep: Class 43 contains 6285 members 
Mstep: Class 44 contains 26194 members 
Mstep: Class 45 contains 15366 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008368.000000 Penalty: 162870.312500
Iteration 152Q: 48 clusters Score -1.420084e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20655 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51428 members 
Mstep: Class 8 contains 56898 members 
Mstep: Class 9 contains 161378 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12882 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 39926 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 353541 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28979 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14600 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 11465 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26157 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57621 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 30062 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8154 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17223 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 67222 members 
Mstep: Class 40 contains 2718 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4157 members 
Mstep: Class 43 contains 6290 members 
Mstep: Class 44 contains 26290 members 
Mstep: Class 45 contains 15416 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008560.000000 Penalty: 162870.312500
Iteration 153Q: 48 clusters Score -1.420086e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 20653 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51422 members 
Mstep: Class 8 contains 56850 members 
Mstep: Class 9 contains 161340 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12897 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 39914 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 353765 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14594 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 5443 members 
Mstep: Class 25 contains 11452 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26169 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2162 members 
Mstep: Class 31 contains 57675 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29997 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 14930 members 
Mstep: Class 37 contains 17230 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 66947 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4163 members 
Mstep: Class 43 contains 6295 members 
Mstep: Class 44 contains 26377 members 
Mstep: Class 45 contains 15472 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008576.000000 Penalty: 162870.312500
Iteration 154Q: 48 clusters Score -1.420086e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51417 members 
Mstep: Class 8 contains 56815 members 
Mstep: Class 9 contains 161296 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12908 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 39909 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 353981 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29008 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14592 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 11436 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26176 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57723 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 29939 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14930 members 
Mstep: Class 37 contains 17241 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 66671 members 
Mstep: Class 40 contains 2724 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4169 members 
Mstep: Class 43 contains 6298 members 
Mstep: Class 44 contains 26476 members 
Mstep: Class 45 contains 15518 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008592.000000 Penalty: 162870.312500
Iteration 155Q: 48 clusters Score -1.420086e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51413 members 
Mstep: Class 8 contains 56776 members 
Mstep: Class 9 contains 161268 members 
Mstep: Class 10 contains 24872 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39899 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354178 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29020 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14591 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 11421 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57750 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 29899 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17245 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 66424 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4176 members 
Mstep: Class 43 contains 6302 members 
Mstep: Class 44 contains 26572 members 
Mstep: Class 45 contains 15558 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008720.000000 Penalty: 162870.312500
Iteration 156Q: 48 clusters Score -1.420087e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51411 members 
Mstep: Class 8 contains 56736 members 
Mstep: Class 9 contains 161216 members 
Mstep: Class 10 contains 24869 members 
Mstep: Class 11 contains 12928 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39888 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354414 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14589 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 5426 members 
Mstep: Class 25 contains 11404 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57774 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29856 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 17242 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 66181 members 
Mstep: Class 40 contains 2721 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26666 members 
Mstep: Class 45 contains 15592 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008576.000000 Penalty: 162870.312500
Iteration 157Q: 48 clusters Score -1.420086e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 14883 members 
Mstep: Class 3 contains 20654 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51402 members 
Mstep: Class 8 contains 56693 members 
Mstep: Class 9 contains 161152 members 
Mstep: Class 10 contains 24871 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39887 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5840 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354637 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29045 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8956 members 
Mstep: Class 24 contains 5424 members 
Mstep: Class 25 contains 11393 members 
Mstep: Class 26 contains 5179 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57806 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29813 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 17245 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65939 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26752 members 
Mstep: Class 45 contains 15629 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008560.000000 Penalty: 162870.312500
Iteration 158Q: 48 clusters Score -1.420086e+08 nChanged 737
Entering ConstructFrom: 
Score: -142008560.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (37739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Entering Unmasked Estep 
Score: -4657308.500000 Penalty: 2613.535400
	Iteration 0F: 2 clusters Score -4657308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4631638.500000 Penalty: 5227.070801
	Iteration 0F: 3 clusters Score -4631638 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4641904.500000 Penalty: 5227.070801
	Iteration 1F: 3 clusters Score -4641904 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4643299.500000 Penalty: 5227.070801
	Iteration 2F: 3 clusters Score -4643300 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4644992.500000 Penalty: 5227.070801
	Iteration 3F: 3 clusters Score -4644992 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4646849.500000 Penalty: 5227.070801
	Iteration 4F: 3 clusters Score -4646850 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4648836.500000 Penalty: 5227.070801
	Iteration 5F: 3 clusters Score -4648836 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4650764.000000 Penalty: 5227.070801
	Iteration 6F: 3 clusters Score -4650764 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4652402.000000 Penalty: 5227.070801
	Iteration 7F: 3 clusters Score -4652402 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4653772.500000 Penalty: 5227.070801
	Iteration 8Q: 3 clusters Score -4653772 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4654973.500000 Penalty: 5227.070801
	Iteration 9Q: 3 clusters Score -4654974 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4655886.500000 Penalty: 5227.070801
	Iteration 10Q: 3 clusters Score -4655886 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4656402.000000 Penalty: 5227.070801
	Iteration 11Q: 3 clusters Score -4656402 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4656737.000000 Penalty: 5227.070801
	Iteration 12Q: 3 clusters Score -4656737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4656928.500000 Penalty: 5227.070801
	Iteration 13Q: 3 clusters Score -4656928 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4657020.500000 Penalty: 5227.070801
	Iteration 14Q: 3 clusters Score -4657020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4657079.000000 Penalty: 5227.070801
	Iteration 15Q: 3 clusters Score -4657079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4657106.000000 Penalty: 5227.070801
	Iteration 16Q: 3 clusters Score -4657106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4657135.000000 Penalty: 5227.070801
	Iteration 17Q: 3 clusters Score -4657135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4657141.000000 Penalty: 5227.070801
	Iteration 18Q: 3 clusters Score -4657141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4657161.500000 Penalty: 5227.070801
	Iteration 19Q: 3 clusters Score -4657162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4657174.500000 Penalty: 5227.070801
	Iteration 20F: 3 clusters Score -4657174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4657180.500000 Penalty: 5227.070801
	Iteration 21Q: 3 clusters Score -4657180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4657184.000000 Penalty: 5227.070801
	Iteration 22Q: 3 clusters Score -4657184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4657183.000000 Penalty: 5227.070801
	Iteration 23Q: 3 clusters Score -4657183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4657188.000000 Penalty: 5227.070801
	Iteration 24Q: 3 clusters Score -4657188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4657188.000000 Penalty: 5227.070801
	Iteration 25Q: 3 clusters Score -4657188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4657189.000000 Penalty: 5227.070801
	Iteration 26Q: 3 clusters Score -4657189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4657190.000000 Penalty: 5227.070801
	Iteration 27Q: 3 clusters Score -4657190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4657186.500000 Penalty: 5227.070801
	Iteration 28Q: 3 clusters Score -4657186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4657193.000000 Penalty: 5227.070801
	Iteration 29Q: 3 clusters Score -4657193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4657202.500000 Penalty: 5227.070801
	Iteration 30Q: 3 clusters Score -4657202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4657195.000000 Penalty: 5227.070801
	Iteration 31Q: 3 clusters Score -4657195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4657204.000000 Penalty: 5227.070801
	Iteration 32Q: 3 clusters Score -4657204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4657201.500000 Penalty: 5227.070801
	Iteration 33Q: 3 clusters Score -4657202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4657213.500000 Penalty: 5227.070801
	Iteration 34Q: 3 clusters Score -4657214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4657210.000000 Penalty: 5227.070801
	Iteration 35Q: 3 clusters Score -4657210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4657210.500000 Penalty: 5227.070801
	Iteration 36Q: 3 clusters Score -4657210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4657213.000000 Penalty: 5227.070801
	Iteration 37Q: 3 clusters Score -4657213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4657217.000000 Penalty: 5227.070801
	Iteration 38Q: 3 clusters Score -4657217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4657213.000000 Penalty: 5227.070801
	Iteration 39Q: 3 clusters Score -4657213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4657214.500000 Penalty: 5227.070801
	Iteration 40F: 3 clusters Score -4657214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4657216.000000 Penalty: 5227.070801
	Iteration 41Q: 3 clusters Score -4657216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4657212.000000 Penalty: 5227.070801
	Iteration 42Q: 3 clusters Score -4657212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4657214.000000 Penalty: 5227.070801
	Iteration 43Q: 3 clusters Score -4657214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4657216.000000 Penalty: 5227.070801
	Iteration 44Q: 3 clusters Score -4657216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4657217.500000 Penalty: 5227.070801
	Iteration 45Q: 3 clusters Score -4657218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4657229.500000 Penalty: 5227.070801
	Iteration 46Q: 3 clusters Score -4657230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4657227.500000 Penalty: 5227.070801
	Iteration 47Q: 3 clusters Score -4657228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4657237.000000 Penalty: 5227.070801
	Iteration 48Q: 3 clusters Score -4657237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4657235.500000 Penalty: 5227.070801
	Iteration 49Q: 3 clusters Score -4657236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4657244.000000 Penalty: 5227.070801
	Iteration 50Q: 3 clusters Score -4657244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4657241.000000 Penalty: 5227.070801
	Iteration 51Q: 3 clusters Score -4657241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4657255.000000 Penalty: 5227.070801
	Iteration 52Q: 3 clusters Score -4657255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4657265.500000 Penalty: 5227.070801
	Iteration 53Q: 3 clusters Score -4657266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4657264.500000 Penalty: 5227.070801
	Iteration 54Q: 3 clusters Score -4657264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4657267.500000 Penalty: 5227.070801
	Iteration 55Q: 3 clusters Score -4657268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4657268.500000 Penalty: 5227.070801
	Iteration 56Q: 3 clusters Score -4657268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4657269.500000 Penalty: 5227.070801
	Iteration 57Q: 3 clusters Score -4657270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4657267.000000 Penalty: 5227.070801
	Iteration 58Q: 3 clusters Score -4657267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4657265.500000 Penalty: 5227.070801
	Iteration 59Q: 3 clusters Score -4657266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4657262.000000 Penalty: 5227.070801
	Iteration 60F: 3 clusters Score -4657262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4657268.000000 Penalty: 5227.070801
	Iteration 61Q: 3 clusters Score -4657268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4657277.500000 Penalty: 5227.070801
	Iteration 62Q: 3 clusters Score -4657278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4657272.500000 Penalty: 5227.070801
	Iteration 63Q: 3 clusters Score -4657272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4657278.000000 Penalty: 5227.070801
	Iteration 64Q: 3 clusters Score -4657278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4657271.500000 Penalty: 5227.070801
	Iteration 65Q: 3 clusters Score -4657272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4657272.000000 Penalty: 5227.070801
	Iteration 66Q: 3 clusters Score -4657272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4657272.000000 Penalty: 5227.070801
	Iteration 67Q: 3 clusters Score -4657272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4657272.000000 Penalty: 5227.070801
	Iteration 68F: 3 clusters Score -4657272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Entering Unmasked Estep 
Score: -1710624.375000 Penalty: 2382.760986
	Iteration 0F: 2 clusters Score -1710624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1699839.625000 Penalty: 4765.521973
	Iteration 0F: 3 clusters Score -1699840 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1703454.000000 Penalty: 4765.521973
	Iteration 1F: 3 clusters Score -1703454 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1703948.250000 Penalty: 4765.521973
	Iteration 2F: 3 clusters Score -1703948 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1704363.500000 Penalty: 4765.521973
	Iteration 3F: 3 clusters Score -1704364 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1704774.500000 Penalty: 4765.521973
	Iteration 4Q: 3 clusters Score -1704774 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1705201.750000 Penalty: 4765.521973
	Iteration 5Q: 3 clusters Score -1705202 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1705608.250000 Penalty: 4765.521973
	Iteration 6Q: 3 clusters Score -1705608 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1706028.750000 Penalty: 4765.521973
	Iteration 7Q: 3 clusters Score -1706029 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1706433.750000 Penalty: 4765.521973
	Iteration 8Q: 3 clusters Score -1706434 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1706833.250000 Penalty: 4765.521973
	Iteration 9Q: 3 clusters Score -1706833 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1707178.000000 Penalty: 4765.521973
	Iteration 10Q: 3 clusters Score -1707178 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1707480.625000 Penalty: 4765.521973
	Iteration 11Q: 3 clusters Score -1707481 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1707768.125000 Penalty: 4765.521973
	Iteration 12Q: 3 clusters Score -1707768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1708024.875000 Penalty: 4765.521973
	Iteration 13Q: 3 clusters Score -1708025 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1708231.500000 Penalty: 4765.521973
	Iteration 14Q: 3 clusters Score -1708232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1708438.625000 Penalty: 4765.521973
	Iteration 15Q: 3 clusters Score -1708439 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1708630.500000 Penalty: 4765.521973
	Iteration 16Q: 3 clusters Score -1708630 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1708804.625000 Penalty: 4765.521973
	Iteration 17Q: 3 clusters Score -1708805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1708983.500000 Penalty: 4765.521973
	Iteration 18Q: 3 clusters Score -1708984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1709127.625000 Penalty: 4765.521973
	Iteration 19Q: 3 clusters Score -1709128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1709264.250000 Penalty: 4765.521973
	Iteration 20F: 3 clusters Score -1709264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1709354.000000 Penalty: 4765.521973
	Iteration 21Q: 3 clusters Score -1709354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1709427.375000 Penalty: 4765.521973
	Iteration 22Q: 3 clusters Score -1709427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1709480.750000 Penalty: 4765.521973
	Iteration 23Q: 3 clusters Score -1709481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1709529.000000 Penalty: 4765.521973
	Iteration 24Q: 3 clusters Score -1709529 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1709564.000000 Penalty: 4765.521973
	Iteration 25Q: 3 clusters Score -1709564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1709590.000000 Penalty: 4765.521973
	Iteration 26Q: 3 clusters Score -1709590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1709611.625000 Penalty: 4765.521973
	Iteration 27Q: 3 clusters Score -1709612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1709627.000000 Penalty: 4765.521973
	Iteration 28Q: 3 clusters Score -1709627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1709633.750000 Penalty: 4765.521973
	Iteration 29Q: 3 clusters Score -1709634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1709645.625000 Penalty: 4765.521973
	Iteration 30Q: 3 clusters Score -1709646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1709652.000000 Penalty: 4765.521973
	Iteration 31Q: 3 clusters Score -1709652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1709651.625000 Penalty: 4765.521973
	Iteration 32Q: 3 clusters Score -1709652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1709657.875000 Penalty: 4765.521973
	Iteration 33Q: 3 clusters Score -1709658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1709663.500000 Penalty: 4765.521973
	Iteration 34Q: 3 clusters Score -1709664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1709666.375000 Penalty: 4765.521973
	Iteration 35Q: 3 clusters Score -1709666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1709667.125000 Penalty: 4765.521973
	Iteration 36Q: 3 clusters Score -1709667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1709666.750000 Penalty: 4765.521973
	Iteration 37Q: 3 clusters Score -1709667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1709670.250000 Penalty: 4765.521973
	Iteration 38Q: 3 clusters Score -1709670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1709671.000000 Penalty: 4765.521973
	Iteration 39Q: 3 clusters Score -1709671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1709667.875000 Penalty: 4765.521973
	Iteration 40F: 3 clusters Score -1709668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1709675.250000 Penalty: 4765.521973
	Iteration 41Q: 3 clusters Score -1709675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1709677.625000 Penalty: 4765.521973
	Iteration 42Q: 3 clusters Score -1709678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1709679.375000 Penalty: 4765.521973
	Iteration 43Q: 3 clusters Score -1709679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1709675.500000 Penalty: 4765.521973
	Iteration 44Q: 3 clusters Score -1709676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1709677.875000 Penalty: 4765.521973
	Iteration 45Q: 3 clusters Score -1709678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1709679.375000 Penalty: 4765.521973
	Iteration 46Q: 3 clusters Score -1709679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1709676.625000 Penalty: 4765.521973
	Iteration 47Q: 3 clusters Score -1709677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1709680.250000 Penalty: 4765.521973
	Iteration 48Q: 3 clusters Score -1709680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1709680.875000 Penalty: 4765.521973
	Iteration 49Q: 3 clusters Score -1709681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1709681.250000 Penalty: 4765.521973
	Iteration 50Q: 3 clusters Score -1709681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1709681.875000 Penalty: 4765.521973
	Iteration 51Q: 3 clusters Score -1709682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1709687.375000 Penalty: 4765.521973
	Iteration 52Q: 3 clusters Score -1709687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1709689.750000 Penalty: 4765.521973
	Iteration 53Q: 3 clusters Score -1709690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1709688.375000 Penalty: 4765.521973
	Iteration 54Q: 3 clusters Score -1709688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1709689.875000 Penalty: 4765.521973
	Iteration 55Q: 3 clusters Score -1709690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1709694.875000 Penalty: 4765.521973
	Iteration 56Q: 3 clusters Score -1709695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1709695.375000 Penalty: 4765.521973
	Iteration 57Q: 3 clusters Score -1709695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1709695.625000 Penalty: 4765.521973
	Iteration 58Q: 3 clusters Score -1709696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1709694.250000 Penalty: 4765.521973
	Iteration 59Q: 3 clusters Score -1709694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1709691.375000 Penalty: 4765.521973
	Iteration 60F: 3 clusters Score -1709691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1709692.250000 Penalty: 4765.521973
	Iteration 61Q: 3 clusters Score -1709692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1709690.750000 Penalty: 4765.521973
	Iteration 62Q: 3 clusters Score -1709691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1709693.125000 Penalty: 4765.521973
	Iteration 63Q: 3 clusters Score -1709693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1709693.625000 Penalty: 4765.521973
	Iteration 64Q: 3 clusters Score -1709694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1709693.625000 Penalty: 4765.521973
	Iteration 65Q: 3 clusters Score -1709694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1709690.750000 Penalty: 4765.521973
	Iteration 66Q: 3 clusters Score -1709691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1709692.875000 Penalty: 4765.521973
	Iteration 67Q: 3 clusters Score -1709693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1709691.250000 Penalty: 4765.521973
	Iteration 68Q: 3 clusters Score -1709691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1709691.250000 Penalty: 4765.521973
	Iteration 69F: 3 clusters Score -1709691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Entering Unmasked Estep 
Score: -2471825.750000 Penalty: 2464.104736
	Iteration 0F: 2 clusters Score -2471826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2457363.250000 Penalty: 4928.209473
	Iteration 0F: 3 clusters Score -2457363 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2462192.250000 Penalty: 4928.209473
	Iteration 1F: 3 clusters Score -2462192 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2462617.500000 Penalty: 4928.209473
	Iteration 2F: 3 clusters Score -2462618 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2463037.000000 Penalty: 4928.209473
	Iteration 3Q: 3 clusters Score -2463037 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2463464.500000 Penalty: 4928.209473
	Iteration 4Q: 3 clusters Score -2463464 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2463938.750000 Penalty: 4928.209473
	Iteration 5Q: 3 clusters Score -2463939 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2464482.750000 Penalty: 4928.209473
	Iteration 6Q: 3 clusters Score -2464483 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2465185.250000 Penalty: 4928.209473
	Iteration 7F: 3 clusters Score -2465185 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2466026.250000 Penalty: 4928.209473
	Iteration 8F: 3 clusters Score -2466026 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2466995.000000 Penalty: 4928.209473
	Iteration 9F: 3 clusters Score -2466995 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2467971.000000 Penalty: 4928.209473
	Iteration 10F: 3 clusters Score -2467971 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2468723.000000 Penalty: 4928.209473
	Iteration 11Q: 3 clusters Score -2468723 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2469164.750000 Penalty: 4928.209473
	Iteration 12Q: 3 clusters Score -2469165 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2469526.500000 Penalty: 4928.209473
	Iteration 13Q: 3 clusters Score -2469526 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2469708.250000 Penalty: 4928.209473
	Iteration 14Q: 3 clusters Score -2469708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2469818.000000 Penalty: 4928.209473
	Iteration 15Q: 3 clusters Score -2469818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2469911.500000 Penalty: 4928.209473
	Iteration 16Q: 3 clusters Score -2469912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2469977.750000 Penalty: 4928.209473
	Iteration 17Q: 3 clusters Score -2469978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2470027.750000 Penalty: 4928.209473
	Iteration 18Q: 3 clusters Score -2470028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2470064.000000 Penalty: 4928.209473
	Iteration 19Q: 3 clusters Score -2470064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2470096.500000 Penalty: 4928.209473
	Iteration 20F: 3 clusters Score -2470096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2470130.250000 Penalty: 4928.209473
	Iteration 21Q: 3 clusters Score -2470130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2470156.500000 Penalty: 4928.209473
	Iteration 22Q: 3 clusters Score -2470156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2470173.500000 Penalty: 4928.209473
	Iteration 23Q: 3 clusters Score -2470174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2470179.750000 Penalty: 4928.209473
	Iteration 24Q: 3 clusters Score -2470180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2470193.250000 Penalty: 4928.209473
	Iteration 25Q: 3 clusters Score -2470193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2470204.250000 Penalty: 4928.209473
	Iteration 26Q: 3 clusters Score -2470204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2470214.000000 Penalty: 4928.209473
	Iteration 27Q: 3 clusters Score -2470214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2470220.000000 Penalty: 4928.209473
	Iteration 28Q: 3 clusters Score -2470220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2470224.000000 Penalty: 4928.209473
	Iteration 29Q: 3 clusters Score -2470224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2470224.500000 Penalty: 4928.209473
	Iteration 30Q: 3 clusters Score -2470224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2470229.250000 Penalty: 4928.209473
	Iteration 31Q: 3 clusters Score -2470229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2470233.500000 Penalty: 4928.209473
	Iteration 32Q: 3 clusters Score -2470234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2470237.250000 Penalty: 4928.209473
	Iteration 33Q: 3 clusters Score -2470237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2470237.250000 Penalty: 4928.209473
	Iteration 34Q: 3 clusters Score -2470237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2470243.500000 Penalty: 4928.209473
	Iteration 35Q: 3 clusters Score -2470244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2470246.250000 Penalty: 4928.209473
	Iteration 36Q: 3 clusters Score -2470246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2470244.000000 Penalty: 4928.209473
	Iteration 37Q: 3 clusters Score -2470244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2470247.500000 Penalty: 4928.209473
	Iteration 38Q: 3 clusters Score -2470248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2470243.250000 Penalty: 4928.209473
	Iteration 39Q: 3 clusters Score -2470243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2470246.750000 Penalty: 4928.209473
	Iteration 40F: 3 clusters Score -2470247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -164612.000000 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -164612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162373.390625 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -162373.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162791.296875 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -162791.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -162936.781250 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -162936.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163038.828125 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -163038.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -163115.859375 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -163115.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163209.156250 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -163209.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163266.046875 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -163266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163359.156250 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -163359.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163420.000000 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -163420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163487.937500 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -163487.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163535.937500 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -163535.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163590.156250 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -163590.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163620.234375 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -163620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163648.781250 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -163648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163683.890625 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -163683.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163714.343750 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -163714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -163740.546875 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -163740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163760.953125 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -163761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163779.765625 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -163779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163788.843750 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -163788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163802.343750 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -163802.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163813.531250 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -163813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163817.750000 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -163817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163821.406250 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -163821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163821.421875 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -163821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163821.421875 Penalty: 3602.958984
	Iteration 25F: 3 clusters Score -163821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -1312758.500000 Penalty: 2301.152344
	Iteration 0F: 2 clusters Score -1312758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1304718.875000 Penalty: 4602.304688
	Iteration 0F: 3 clusters Score -1304719 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1307144.375000 Penalty: 4602.304688
	Iteration 1F: 3 clusters Score -1307144 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1307625.875000 Penalty: 4602.304688
	Iteration 2F: 3 clusters Score -1307626 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1308066.750000 Penalty: 4602.304688
	Iteration 3F: 3 clusters Score -1308067 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1308454.375000 Penalty: 4602.304688
	Iteration 4F: 3 clusters Score -1308454 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1308745.750000 Penalty: 4602.304688
	Iteration 5Q: 3 clusters Score -1308746 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1308965.000000 Penalty: 4602.304688
	Iteration 6Q: 3 clusters Score -1308965 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1309147.875000 Penalty: 4602.304688
	Iteration 7Q: 3 clusters Score -1309148 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1309315.500000 Penalty: 4602.304688
	Iteration 8Q: 3 clusters Score -1309316 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1309477.125000 Penalty: 4602.304688
	Iteration 9Q: 3 clusters Score -1309477 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1309642.500000 Penalty: 4602.304688
	Iteration 10Q: 3 clusters Score -1309642 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1309876.875000 Penalty: 4602.304688
	Iteration 11Q: 3 clusters Score -1309877 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1310168.875000 Penalty: 4602.304688
	Iteration 12Q: 3 clusters Score -1310169 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1310521.375000 Penalty: 4602.304688
	Iteration 13Q: 3 clusters Score -1310521 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1310896.875000 Penalty: 4602.304688
	Iteration 14Q: 3 clusters Score -1310897 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1311199.625000 Penalty: 4602.304688
	Iteration 15Q: 3 clusters Score -1311200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1311458.000000 Penalty: 4602.304688
	Iteration 16Q: 3 clusters Score -1311458 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1311661.000000 Penalty: 4602.304688
	Iteration 17Q: 3 clusters Score -1311661 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1311800.000000 Penalty: 4602.304688
	Iteration 18Q: 3 clusters Score -1311800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1311885.625000 Penalty: 4602.304688
	Iteration 19Q: 3 clusters Score -1311886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1311941.500000 Penalty: 4602.304688
	Iteration 20F: 3 clusters Score -1311942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1311984.875000 Penalty: 4602.304688
	Iteration 21Q: 3 clusters Score -1311985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1312016.625000 Penalty: 4602.304688
	Iteration 22Q: 3 clusters Score -1312017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1312033.250000 Penalty: 4602.304688
	Iteration 23Q: 3 clusters Score -1312033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1312051.500000 Penalty: 4602.304688
	Iteration 24Q: 3 clusters Score -1312052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1312069.000000 Penalty: 4602.304688
	Iteration 25Q: 3 clusters Score -1312069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1312079.250000 Penalty: 4602.304688
	Iteration 26Q: 3 clusters Score -1312079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1312090.375000 Penalty: 4602.304688
	Iteration 27Q: 3 clusters Score -1312090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1312109.625000 Penalty: 4602.304688
	Iteration 28Q: 3 clusters Score -1312110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1312124.250000 Penalty: 4602.304688
	Iteration 29Q: 3 clusters Score -1312124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1312131.500000 Penalty: 4602.304688
	Iteration 30Q: 3 clusters Score -1312132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1312139.750000 Penalty: 4602.304688
	Iteration 31Q: 3 clusters Score -1312140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1312142.500000 Penalty: 4602.304688
	Iteration 32Q: 3 clusters Score -1312142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1312148.625000 Penalty: 4602.304688
	Iteration 33Q: 3 clusters Score -1312149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1312148.125000 Penalty: 4602.304688
	Iteration 34Q: 3 clusters Score -1312148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1312148.125000 Penalty: 4602.304688
	Iteration 35F: 3 clusters Score -1312148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -23891.271484 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -23891.27 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 132 members 
Entering Unmasked Estep 
Score: -22807.419922 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -22807.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22973.476562 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -22973.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23051.314453 Penalty: 2824.091309
	Iteration 2F: 3 clusters Score -23051.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23182.847656 Penalty: 2824.091309
	Iteration 3F: 3 clusters Score -23182.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23244.816406 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -23244.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23327.472656 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -23327.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23409.707031 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -23409.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23447.576172 Penalty: 2824.091309
	Iteration 7Q: 3 clusters Score -23447.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23462.794922 Penalty: 2824.091309
	Iteration 8Q: 3 clusters Score -23462.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23475.767578 Penalty: 2824.091309
	Iteration 9Q: 3 clusters Score -23475.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23486.988281 Penalty: 2824.091309
	Iteration 10Q: 3 clusters Score -23486.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23512.513672 Penalty: 2824.091309
	Iteration 11Q: 3 clusters Score -23512.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23522.273438 Penalty: 2824.091309
	Iteration 12Q: 3 clusters Score -23522.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23535.308594 Penalty: 2824.091309
	Iteration 13Q: 3 clusters Score -23535.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23546.275391 Penalty: 2824.091309
	Iteration 14Q: 3 clusters Score -23546.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23581.925781 Penalty: 2824.091309
	Iteration 15Q: 3 clusters Score -23581.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23590.005859 Penalty: 2824.091309
	Iteration 16F: 3 clusters Score -23590.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23679.630859 Penalty: 2824.091309
	Iteration 17Q: 3 clusters Score -23679.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23821.376953 Penalty: 2824.091309
	Iteration 18Q: 3 clusters Score -23821.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23896.076172 Penalty: 2824.091309
	Iteration 19Q: 3 clusters Score -23896.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23896.076172 Penalty: 2824.091309
	Iteration 20F: 3 clusters Score -23896.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 99 members 
Entering Unmasked Estep 
Score: -142006464.000000 Penalty: 166335.640625
Splitting cluster 6 changes total score from -142008560.000000 to -142006464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (51388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Entering Unmasked Estep 
Score: -6512787.500000 Penalty: 2690.095703
	Iteration 0F: 2 clusters Score -6512788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6478060.000000 Penalty: 5380.191406
	Iteration 0F: 3 clusters Score -6478060 nChanged 23754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -6491187.000000 Penalty: 5380.191406
	Iteration 1F: 3 clusters Score -6491187 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6491721.000000 Penalty: 5380.191406
	Iteration 2Q: 3 clusters Score -6491721 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6492229.000000 Penalty: 5380.191406
	Iteration 3Q: 3 clusters Score -6492229 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6492961.000000 Penalty: 5380.191406
	Iteration 4Q: 3 clusters Score -6492961 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -6493980.500000 Penalty: 5380.191406
	Iteration 5Q: 3 clusters Score -6493980 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6495616.000000 Penalty: 5380.191406
	Iteration 6F: 3 clusters Score -6495616 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -6498159.500000 Penalty: 5380.191406
	Iteration 7F: 3 clusters Score -6498160 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -6501537.000000 Penalty: 5380.191406
	Iteration 8F: 3 clusters Score -6501537 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6505096.000000 Penalty: 5380.191406
	Iteration 9F: 3 clusters Score -6505096 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6507686.000000 Penalty: 5380.191406
	Iteration 10F: 3 clusters Score -6507686 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6509203.000000 Penalty: 5380.191406
	Iteration 11Q: 3 clusters Score -6509203 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6509862.500000 Penalty: 5380.191406
	Iteration 12Q: 3 clusters Score -6509862 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6510080.000000 Penalty: 5380.191406
	Iteration 13Q: 3 clusters Score -6510080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -6510228.500000 Penalty: 5380.191406
	Iteration 14Q: 3 clusters Score -6510228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -6510302.000000 Penalty: 5380.191406
	Iteration 15Q: 3 clusters Score -6510302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -6510336.000000 Penalty: 5380.191406
	Iteration 16Q: 3 clusters Score -6510336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -6510351.500000 Penalty: 5380.191406
	Iteration 17Q: 3 clusters Score -6510352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -6510356.000000 Penalty: 5380.191406
	Iteration 18Q: 3 clusters Score -6510356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6510367.500000 Penalty: 5380.191406
	Iteration 19Q: 3 clusters Score -6510368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6510379.000000 Penalty: 5380.191406
	Iteration 20F: 3 clusters Score -6510379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -6510380.000000 Penalty: 5380.191406
	Iteration 21Q: 3 clusters Score -6510380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6510386.500000 Penalty: 5380.191406
	Iteration 22Q: 3 clusters Score -6510386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -6510387.500000 Penalty: 5380.191406
	Iteration 23Q: 3 clusters Score -6510388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6510394.000000 Penalty: 5380.191406
	Iteration 24Q: 3 clusters Score -6510394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6510400.000000 Penalty: 5380.191406
	Iteration 25Q: 3 clusters Score -6510400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -6510399.500000 Penalty: 5380.191406
	Iteration 26Q: 3 clusters Score -6510400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -6510405.500000 Penalty: 5380.191406
	Iteration 27Q: 3 clusters Score -6510406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -6510408.000000 Penalty: 5380.191406
	Iteration 28Q: 3 clusters Score -6510408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6510407.500000 Penalty: 5380.191406
	Iteration 29Q: 3 clusters Score -6510408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6510407.500000 Penalty: 5380.191406
	Iteration 30F: 3 clusters Score -6510408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Entering Unmasked Estep 
Score: -6985676.000000 Penalty: 2714.285645
	Iteration 0F: 2 clusters Score -6985676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6947398.500000 Penalty: 5428.571289
	Iteration 0F: 3 clusters Score -6947398 nChanged 26266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6962625.000000 Penalty: 5428.571289
	Iteration 1F: 3 clusters Score -6962625 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -6963282.000000 Penalty: 5428.571289
	Iteration 2Q: 3 clusters Score -6963282 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -6964013.000000 Penalty: 5428.571289
	Iteration 3Q: 3 clusters Score -6964013 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6964870.000000 Penalty: 5428.571289
	Iteration 4Q: 3 clusters Score -6964870 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -6966123.500000 Penalty: 5428.571289
	Iteration 5Q: 3 clusters Score -6966124 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6968059.000000 Penalty: 5428.571289
	Iteration 6F: 3 clusters Score -6968059 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -6970975.500000 Penalty: 5428.571289
	Iteration 7F: 3 clusters Score -6970976 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -6974819.500000 Penalty: 5428.571289
	Iteration 8F: 3 clusters Score -6974820 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -6978553.000000 Penalty: 5428.571289
	Iteration 9F: 3 clusters Score -6978553 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6981162.500000 Penalty: 5428.571289
	Iteration 10Q: 3 clusters Score -6981162 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6982450.000000 Penalty: 5428.571289
	Iteration 11Q: 3 clusters Score -6982450 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6983031.000000 Penalty: 5428.571289
	Iteration 12Q: 3 clusters Score -6983031 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6983238.500000 Penalty: 5428.571289
	Iteration 13Q: 3 clusters Score -6983238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6983330.000000 Penalty: 5428.571289
	Iteration 14Q: 3 clusters Score -6983330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6983391.500000 Penalty: 5428.571289
	Iteration 15Q: 3 clusters Score -6983392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6983415.500000 Penalty: 5428.571289
	Iteration 16Q: 3 clusters Score -6983416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6983434.500000 Penalty: 5428.571289
	Iteration 17Q: 3 clusters Score -6983434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6983449.000000 Penalty: 5428.571289
	Iteration 18Q: 3 clusters Score -6983449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6983467.500000 Penalty: 5428.571289
	Iteration 19Q: 3 clusters Score -6983468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6983481.000000 Penalty: 5428.571289
	Iteration 20F: 3 clusters Score -6983481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6983484.000000 Penalty: 5428.571289
	Iteration 21Q: 3 clusters Score -6983484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6983487.500000 Penalty: 5428.571289
	Iteration 22Q: 3 clusters Score -6983488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6983489.500000 Penalty: 5428.571289
	Iteration 23Q: 3 clusters Score -6983490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6983516.500000 Penalty: 5428.571289
	Iteration 24Q: 3 clusters Score -6983516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6983514.500000 Penalty: 5428.571289
	Iteration 25Q: 3 clusters Score -6983514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6983515.500000 Penalty: 5428.571289
	Iteration 26Q: 3 clusters Score -6983516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6983517.500000 Penalty: 5428.571289
	Iteration 27Q: 3 clusters Score -6983518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6983520.000000 Penalty: 5428.571289
	Iteration 28Q: 3 clusters Score -6983520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6983518.000000 Penalty: 5428.571289
	Iteration 29Q: 3 clusters Score -6983518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6983526.000000 Penalty: 5428.571289
	Iteration 30Q: 3 clusters Score -6983526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6983526.500000 Penalty: 5428.571289
	Iteration 31Q: 3 clusters Score -6983526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6983529.500000 Penalty: 5428.571289
	Iteration 32Q: 3 clusters Score -6983530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6983530.500000 Penalty: 5428.571289
	Iteration 33Q: 3 clusters Score -6983530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6983530.000000 Penalty: 5428.571289
	Iteration 34Q: 3 clusters Score -6983530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6983530.000000 Penalty: 5428.571289
	Iteration 35F: 3 clusters Score -6983530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (161102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161102 members 
Entering Unmasked Estep 
Score: -19923172.000000 Penalty: 2973.468506
	Iteration 0F: 2 clusters Score -1.992317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -19815490.000000 Penalty: 5946.937012
	Iteration 0F: 3 clusters Score -1.981549e+07 nChanged 77031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -19861320.000000 Penalty: 5946.937012
	Iteration 1F: 3 clusters Score -1.986132e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -19863666.000000 Penalty: 5946.937012
	Iteration 2Q: 3 clusters Score -1.986367e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -19867246.000000 Penalty: 5946.937012
	Iteration 3Q: 3 clusters Score -1.986725e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -19872936.000000 Penalty: 5946.937012
	Iteration 4F: 3 clusters Score -1.987294e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -19881444.000000 Penalty: 5946.937012
	Iteration 5F: 3 clusters Score -1.988144e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -19891094.000000 Penalty: 5946.937012
	Iteration 6F: 3 clusters Score -1.989109e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -19899912.000000 Penalty: 5946.937012
	Iteration 7F: 3 clusters Score -1.989991e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -19907112.000000 Penalty: 5946.937012
	Iteration 8F: 3 clusters Score -1.990711e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 148605 members 
Entering Unmasked Estep 
Score: -19912364.000000 Penalty: 5946.937012
	Iteration 9Q: 3 clusters Score -1.991236e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 153158 members 
Entering Unmasked Estep 
Score: -19915824.000000 Penalty: 5946.937012
	Iteration 10Q: 3 clusters Score -1.991582e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 156052 members 
Entering Unmasked Estep 
Score: -19917888.000000 Penalty: 5946.937012
	Iteration 11Q: 3 clusters Score -1.991789e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -19919274.000000 Penalty: 5946.937012
	Iteration 12Q: 3 clusters Score -1.991927e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -19919940.000000 Penalty: 5946.937012
	Iteration 13Q: 3 clusters Score -1.991994e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -19920248.000000 Penalty: 5946.937012
	Iteration 14Q: 3 clusters Score -1.992025e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -19920476.000000 Penalty: 5946.937012
	Iteration 15Q: 3 clusters Score -1.992048e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -19920630.000000 Penalty: 5946.937012
	Iteration 16Q: 3 clusters Score -1.992063e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -19920718.000000 Penalty: 5946.937012
	Iteration 17Q: 3 clusters Score -1.992072e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -19920816.000000 Penalty: 5946.937012
	Iteration 18Q: 3 clusters Score -1.992082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -19920850.000000 Penalty: 5946.937012
	Iteration 19Q: 3 clusters Score -1.992085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -19920854.000000 Penalty: 5946.937012
	Iteration 20F: 3 clusters Score -1.992085e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -19920876.000000 Penalty: 5946.937012
	Iteration 21Q: 3 clusters Score -1.992088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -19920888.000000 Penalty: 5946.937012
	Iteration 22Q: 3 clusters Score -1.992089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -19920900.000000 Penalty: 5946.937012
	Iteration 23Q: 3 clusters Score -1.99209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -19920890.000000 Penalty: 5946.937012
	Iteration 24Q: 3 clusters Score -1.992089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -19920896.000000 Penalty: 5946.937012
	Iteration 25Q: 3 clusters Score -1.99209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 160216 members 
Entering Unmasked Estep 
Score: -19920884.000000 Penalty: 5946.937012
	Iteration 26Q: 3 clusters Score -1.992088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 160221 members 
Entering Unmasked Estep 
Score: -19920896.000000 Penalty: 5946.937012
	Iteration 27Q: 3 clusters Score -1.99209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -19920902.000000 Penalty: 5946.937012
	Iteration 28Q: 3 clusters Score -1.99209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -19920902.000000 Penalty: 5946.937012
	Iteration 29Q: 3 clusters Score -1.99209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -19920896.000000 Penalty: 5946.937012
	Iteration 30Q: 3 clusters Score -1.99209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -19920896.000000 Penalty: 5946.937012
	Iteration 31F: 3 clusters Score -1.99209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2918859.750000 Penalty: 2510.211182
	Iteration 0F: 2 clusters Score -2918860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2901708.500000 Penalty: 5020.422363
	Iteration 0F: 3 clusters Score -2901708 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2908052.250000 Penalty: 5020.422363
	Iteration 1F: 3 clusters Score -2908052 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2908648.000000 Penalty: 5020.422363
	Iteration 2F: 3 clusters Score -2908648 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2909236.250000 Penalty: 5020.422363
	Iteration 3F: 3 clusters Score -2909236 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2909864.750000 Penalty: 5020.422363
	Iteration 4F: 3 clusters Score -2909865 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2910618.250000 Penalty: 5020.422363
	Iteration 5F: 3 clusters Score -2910618 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2911469.250000 Penalty: 5020.422363
	Iteration 6F: 3 clusters Score -2911469 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2912372.000000 Penalty: 5020.422363
	Iteration 7F: 3 clusters Score -2912372 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2913336.250000 Penalty: 5020.422363
	Iteration 8F: 3 clusters Score -2913336 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2914286.500000 Penalty: 5020.422363
	Iteration 9F: 3 clusters Score -2914286 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2915208.500000 Penalty: 5020.422363
	Iteration 10Q: 3 clusters Score -2915208 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2915924.250000 Penalty: 5020.422363
	Iteration 11Q: 3 clusters Score -2915924 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2916470.250000 Penalty: 5020.422363
	Iteration 12Q: 3 clusters Score -2916470 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2916892.750000 Penalty: 5020.422363
	Iteration 13Q: 3 clusters Score -2916893 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2917190.000000 Penalty: 5020.422363
	Iteration 14Q: 3 clusters Score -2917190 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2917383.250000 Penalty: 5020.422363
	Iteration 15Q: 3 clusters Score -2917383 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2917522.750000 Penalty: 5020.422363
	Iteration 16Q: 3 clusters Score -2917523 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2917592.250000 Penalty: 5020.422363
	Iteration 17Q: 3 clusters Score -2917592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2917676.000000 Penalty: 5020.422363
	Iteration 18Q: 3 clusters Score -2917676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2917732.250000 Penalty: 5020.422363
	Iteration 19Q: 3 clusters Score -2917732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2917786.250000 Penalty: 5020.422363
	Iteration 20F: 3 clusters Score -2917786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2917807.750000 Penalty: 5020.422363
	Iteration 21Q: 3 clusters Score -2917808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2917832.000000 Penalty: 5020.422363
	Iteration 22Q: 3 clusters Score -2917832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2917842.500000 Penalty: 5020.422363
	Iteration 23Q: 3 clusters Score -2917842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2917861.250000 Penalty: 5020.422363
	Iteration 24Q: 3 clusters Score -2917861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2917869.500000 Penalty: 5020.422363
	Iteration 25Q: 3 clusters Score -2917870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2917881.500000 Penalty: 5020.422363
	Iteration 26Q: 3 clusters Score -2917882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2917892.250000 Penalty: 5020.422363
	Iteration 27Q: 3 clusters Score -2917892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2917888.750000 Penalty: 5020.422363
	Iteration 28Q: 3 clusters Score -2917889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2917888.250000 Penalty: 5020.422363
	Iteration 29Q: 3 clusters Score -2917888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2917889.000000 Penalty: 5020.422363
	Iteration 30Q: 3 clusters Score -2917889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2917884.750000 Penalty: 5020.422363
	Iteration 31Q: 3 clusters Score -2917885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2917888.750000 Penalty: 5020.422363
	Iteration 32Q: 3 clusters Score -2917889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2917888.750000 Penalty: 5020.422363
	Iteration 33F: 3 clusters Score -2917889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Entering Unmasked Estep 
Score: -1647037.625000 Penalty: 2348.140869
	Iteration 0F: 2 clusters Score -1647038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1637625.625000 Penalty: 4696.281738
	Iteration 0F: 3 clusters Score -1637626 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1640767.375000 Penalty: 4696.281738
	Iteration 1F: 3 clusters Score -1640767 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1641593.000000 Penalty: 4696.281738
	Iteration 2F: 3 clusters Score -1641593 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1642553.375000 Penalty: 4696.281738
	Iteration 3F: 3 clusters Score -1642553 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1643466.750000 Penalty: 4696.281738
	Iteration 4F: 3 clusters Score -1643467 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1644311.000000 Penalty: 4696.281738
	Iteration 5F: 3 clusters Score -1644311 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1644988.250000 Penalty: 4696.281738
	Iteration 6F: 3 clusters Score -1644988 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1645461.500000 Penalty: 4696.281738
	Iteration 7F: 3 clusters Score -1645462 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1645769.750000 Penalty: 4696.281738
	Iteration 8Q: 3 clusters Score -1645770 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1645978.250000 Penalty: 4696.281738
	Iteration 9Q: 3 clusters Score -1645978 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1646120.375000 Penalty: 4696.281738
	Iteration 10Q: 3 clusters Score -1646120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1646223.750000 Penalty: 4696.281738
	Iteration 11Q: 3 clusters Score -1646224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1646299.250000 Penalty: 4696.281738
	Iteration 12Q: 3 clusters Score -1646299 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1646359.250000 Penalty: 4696.281738
	Iteration 13Q: 3 clusters Score -1646359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1646390.500000 Penalty: 4696.281738
	Iteration 14Q: 3 clusters Score -1646390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1646410.250000 Penalty: 4696.281738
	Iteration 15Q: 3 clusters Score -1646410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1646433.125000 Penalty: 4696.281738
	Iteration 16Q: 3 clusters Score -1646433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1646440.375000 Penalty: 4696.281738
	Iteration 17Q: 3 clusters Score -1646440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1646446.250000 Penalty: 4696.281738
	Iteration 18Q: 3 clusters Score -1646446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1646455.375000 Penalty: 4696.281738
	Iteration 19Q: 3 clusters Score -1646455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1646464.250000 Penalty: 4696.281738
	Iteration 20F: 3 clusters Score -1646464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1646466.875000 Penalty: 4696.281738
	Iteration 21Q: 3 clusters Score -1646467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1646481.875000 Penalty: 4696.281738
	Iteration 22Q: 3 clusters Score -1646482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1646491.500000 Penalty: 4696.281738
	Iteration 23Q: 3 clusters Score -1646492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1646497.375000 Penalty: 4696.281738
	Iteration 24Q: 3 clusters Score -1646497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1646500.000000 Penalty: 4696.281738
	Iteration 25Q: 3 clusters Score -1646500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1646500.625000 Penalty: 4696.281738
	Iteration 26Q: 3 clusters Score -1646501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1646502.625000 Penalty: 4696.281738
	Iteration 27Q: 3 clusters Score -1646503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1646500.500000 Penalty: 4696.281738
	Iteration 28Q: 3 clusters Score -1646500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1646499.875000 Penalty: 4696.281738
	Iteration 29Q: 3 clusters Score -1646500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1646504.500000 Penalty: 4696.281738
	Iteration 30Q: 3 clusters Score -1646504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1646505.500000 Penalty: 4696.281738
	Iteration 31Q: 3 clusters Score -1646506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1646507.250000 Penalty: 4696.281738
	Iteration 32Q: 3 clusters Score -1646507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1646508.875000 Penalty: 4696.281738
	Iteration 33Q: 3 clusters Score -1646509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1646509.250000 Penalty: 4696.281738
	Iteration 34Q: 3 clusters Score -1646509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1646509.250000 Penalty: 4696.281738
	Iteration 35F: 3 clusters Score -1646509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -245220.687500 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -245220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242443.234375 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -242443.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -243099.921875 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -243099.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243285.625000 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -243285.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243385.296875 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -243385.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -243458.218750 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -243458.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243530.234375 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -243530.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -243586.109375 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -243586.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243629.140625 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -243629.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -243675.421875 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -243675.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243728.484375 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -243728.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -243777.484375 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -243777.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243822.109375 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -243822.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243865.328125 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -243865.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -243896.359375 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -243896.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -243947.171875 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -243947.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -243993.187500 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -243993.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -244022.468750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -244022.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244040.484375 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -244040.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -244058.656250 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -244058.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -244072.500000 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -244072.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -244083.250000 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -244083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244091.437500 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -244091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -244097.187500 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -244097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -244101.140625 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -244101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -244106.640625 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -244106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244109.500000 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -244109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244110.562500 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -244110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244111.687500 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -244111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244111.687500 Penalty: 3842.379395
	Iteration 28F: 3 clusters Score -244111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Entering Unmasked Estep 
Score: -4949269.000000 Penalty: 2627.220215
	Iteration 0F: 2 clusters Score -4949269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4922291.500000 Penalty: 5254.440430
	Iteration 0F: 3 clusters Score -4922292 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4932141.500000 Penalty: 5254.440430
	Iteration 1F: 3 clusters Score -4932142 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4932534.000000 Penalty: 5254.440430
	Iteration 2Q: 3 clusters Score -4932534 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4932956.500000 Penalty: 5254.440430
	Iteration 3Q: 3 clusters Score -4932956 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4933310.000000 Penalty: 5254.440430
	Iteration 4Q: 3 clusters Score -4933310 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4933642.500000 Penalty: 5254.440430
	Iteration 5Q: 3 clusters Score -4933642 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4933969.000000 Penalty: 5254.440430
	Iteration 6Q: 3 clusters Score -4933969 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4934455.500000 Penalty: 5254.440430
	Iteration 7Q: 3 clusters Score -4934456 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4935206.500000 Penalty: 5254.440430
	Iteration 8Q: 3 clusters Score -4935206 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4936285.500000 Penalty: 5254.440430
	Iteration 9F: 3 clusters Score -4936286 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4937741.000000 Penalty: 5254.440430
	Iteration 10F: 3 clusters Score -4937741 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4939316.000000 Penalty: 5254.440430
	Iteration 11F: 3 clusters Score -4939316 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4940749.500000 Penalty: 5254.440430
	Iteration 12F: 3 clusters Score -4940750 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4941942.000000 Penalty: 5254.440430
	Iteration 13F: 3 clusters Score -4941942 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4942832.000000 Penalty: 5254.440430
	Iteration 14Q: 3 clusters Score -4942832 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4943554.000000 Penalty: 5254.440430
	Iteration 15Q: 3 clusters Score -4943554 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4944201.000000 Penalty: 5254.440430
	Iteration 16Q: 3 clusters Score -4944201 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4944766.000000 Penalty: 5254.440430
	Iteration 17Q: 3 clusters Score -4944766 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4945295.000000 Penalty: 5254.440430
	Iteration 18Q: 3 clusters Score -4945295 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4945737.500000 Penalty: 5254.440430
	Iteration 19Q: 3 clusters Score -4945738 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4946059.500000 Penalty: 5254.440430
	Iteration 20F: 3 clusters Score -4946060 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4946320.500000 Penalty: 5254.440430
	Iteration 21Q: 3 clusters Score -4946320 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4946557.500000 Penalty: 5254.440430
	Iteration 22Q: 3 clusters Score -4946558 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4946695.500000 Penalty: 5254.440430
	Iteration 23Q: 3 clusters Score -4946696 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4946807.500000 Penalty: 5254.440430
	Iteration 24Q: 3 clusters Score -4946808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4946895.500000 Penalty: 5254.440430
	Iteration 25Q: 3 clusters Score -4946896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4946965.500000 Penalty: 5254.440430
	Iteration 26Q: 3 clusters Score -4946966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4946990.500000 Penalty: 5254.440430
	Iteration 27Q: 3 clusters Score -4946990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4947042.500000 Penalty: 5254.440430
	Iteration 28Q: 3 clusters Score -4947042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4947066.000000 Penalty: 5254.440430
	Iteration 29Q: 3 clusters Score -4947066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4947096.500000 Penalty: 5254.440430
	Iteration 30Q: 3 clusters Score -4947096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4947110.000000 Penalty: 5254.440430
	Iteration 31Q: 3 clusters Score -4947110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4947128.500000 Penalty: 5254.440430
	Iteration 32Q: 3 clusters Score -4947128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4947139.500000 Penalty: 5254.440430
	Iteration 33Q: 3 clusters Score -4947140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4947136.500000 Penalty: 5254.440430
	Iteration 34Q: 3 clusters Score -4947136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4947145.500000 Penalty: 5254.440430
	Iteration 35Q: 3 clusters Score -4947146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4947142.000000 Penalty: 5254.440430
	Iteration 36Q: 3 clusters Score -4947142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4947150.500000 Penalty: 5254.440430
	Iteration 37Q: 3 clusters Score -4947150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4947159.000000 Penalty: 5254.440430
	Iteration 38Q: 3 clusters Score -4947159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4947154.500000 Penalty: 5254.440430
	Iteration 39Q: 3 clusters Score -4947154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4947152.000000 Penalty: 5254.440430
	Iteration 40F: 3 clusters Score -4947152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4947150.500000 Penalty: 5254.440430
	Iteration 41Q: 3 clusters Score -4947150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4947159.000000 Penalty: 5254.440430
	Iteration 42Q: 3 clusters Score -4947159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4947164.500000 Penalty: 5254.440430
	Iteration 43Q: 3 clusters Score -4947164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4947168.500000 Penalty: 5254.440430
	Iteration 44Q: 3 clusters Score -4947168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4947180.000000 Penalty: 5254.440430
	Iteration 45Q: 3 clusters Score -4947180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4947181.000000 Penalty: 5254.440430
	Iteration 46Q: 3 clusters Score -4947181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4947182.000000 Penalty: 5254.440430
	Iteration 47Q: 3 clusters Score -4947182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4947190.000000 Penalty: 5254.440430
	Iteration 48Q: 3 clusters Score -4947190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4947189.500000 Penalty: 5254.440430
	Iteration 49Q: 3 clusters Score -4947190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4947191.500000 Penalty: 5254.440430
	Iteration 50Q: 3 clusters Score -4947192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4947194.000000 Penalty: 5254.440430
	Iteration 51Q: 3 clusters Score -4947194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4947190.500000 Penalty: 5254.440430
	Iteration 52Q: 3 clusters Score -4947190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4947193.000000 Penalty: 5254.440430
	Iteration 53Q: 3 clusters Score -4947193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4947193.000000 Penalty: 5254.440430
	Iteration 54Q: 3 clusters Score -4947193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4947194.500000 Penalty: 5254.440430
	Iteration 55Q: 3 clusters Score -4947194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4947195.000000 Penalty: 5254.440430
	Iteration 56Q: 3 clusters Score -4947195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4947195.000000 Penalty: 5254.440430
	Iteration 57F: 3 clusters Score -4947195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -466856.468750 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -466856.5 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 2082 members 
Entering Unmasked Estep 
Score: -462863.562500 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -462863.6 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -463853.312500 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -463853.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -464134.500000 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -464134.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -464437.781250 Penalty: 4127.787109
	Iteration 3F: 3 clusters Score -464437.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -464938.843750 Penalty: 4127.787109
	Iteration 4F: 3 clusters Score -464938.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -465891.531250 Penalty: 4127.787109
	Iteration 5F: 3 clusters Score -465891.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -467171.250000 Penalty: 4127.787109
	Iteration 6F: 3 clusters Score -467171.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -467886.937500 Penalty: 4127.787109
	Iteration 7F: 3 clusters Score -467886.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -468090.218750 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -468090.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -468135.000000 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -468135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -468147.750000 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -468147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -468153.250000 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -468153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -468154.875000 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -468154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -468155.250000 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -468155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -468156.093750 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -468156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -468156.093750 Penalty: 4127.787109
	Iteration 15F: 3 clusters Score -468156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 2634 members 
Entering Unmasked Estep 
Score: -142007648.000000 Penalty: 166335.640625
Splitting cluster 14 changes total score from -142008560.000000 to -142007648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -700216.500000 Penalty: 2150.861572
	Iteration 0F: 2 clusters Score -700216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -695095.562500 Penalty: 4301.723145
	Iteration 0F: 3 clusters Score -695095.6 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -696345.375000 Penalty: 4301.723145
	Iteration 1F: 3 clusters Score -696345.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -696687.000000 Penalty: 4301.723145
	Iteration 2F: 3 clusters Score -696687 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -696960.687500 Penalty: 4301.723145
	Iteration 3F: 3 clusters Score -696960.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -697193.562500 Penalty: 4301.723145
	Iteration 4F: 3 clusters Score -697193.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -697423.937500 Penalty: 4301.723145
	Iteration 5F: 3 clusters Score -697423.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -697645.812500 Penalty: 4301.723145
	Iteration 6Q: 3 clusters Score -697645.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -697821.625000 Penalty: 4301.723145
	Iteration 7Q: 3 clusters Score -697821.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -697952.937500 Penalty: 4301.723145
	Iteration 8Q: 3 clusters Score -697952.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -698047.187500 Penalty: 4301.723145
	Iteration 9Q: 3 clusters Score -698047.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -698124.687500 Penalty: 4301.723145
	Iteration 10Q: 3 clusters Score -698124.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -698177.937500 Penalty: 4301.723145
	Iteration 11Q: 3 clusters Score -698177.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -698222.312500 Penalty: 4301.723145
	Iteration 12Q: 3 clusters Score -698222.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -698255.062500 Penalty: 4301.723145
	Iteration 13Q: 3 clusters Score -698255.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -698283.312500 Penalty: 4301.723145
	Iteration 14Q: 3 clusters Score -698283.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -698312.875000 Penalty: 4301.723145
	Iteration 15Q: 3 clusters Score -698312.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -698337.937500 Penalty: 4301.723145
	Iteration 16Q: 3 clusters Score -698337.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -698369.875000 Penalty: 4301.723145
	Iteration 17Q: 3 clusters Score -698369.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -698399.062500 Penalty: 4301.723145
	Iteration 18Q: 3 clusters Score -698399.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -698414.187500 Penalty: 4301.723145
	Iteration 19Q: 3 clusters Score -698414.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -698423.312500 Penalty: 4301.723145
	Iteration 20F: 3 clusters Score -698423.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -698434.750000 Penalty: 4301.723145
	Iteration 21Q: 3 clusters Score -698434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -698443.312500 Penalty: 4301.723145
	Iteration 22Q: 3 clusters Score -698443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -698451.937500 Penalty: 4301.723145
	Iteration 23Q: 3 clusters Score -698451.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -698462.062500 Penalty: 4301.723145
	Iteration 24Q: 3 clusters Score -698462.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -698469.187500 Penalty: 4301.723145
	Iteration 25Q: 3 clusters Score -698469.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -698473.812500 Penalty: 4301.723145
	Iteration 26Q: 3 clusters Score -698473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -698479.812500 Penalty: 4301.723145
	Iteration 27Q: 3 clusters Score -698479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -698484.812500 Penalty: 4301.723145
	Iteration 28Q: 3 clusters Score -698484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -698490.062500 Penalty: 4301.723145
	Iteration 29Q: 3 clusters Score -698490.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -698497.062500 Penalty: 4301.723145
	Iteration 30Q: 3 clusters Score -698497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -698504.125000 Penalty: 4301.723145
	Iteration 31Q: 3 clusters Score -698504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -698508.312500 Penalty: 4301.723145
	Iteration 32Q: 3 clusters Score -698508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -698512.875000 Penalty: 4301.723145
	Iteration 33Q: 3 clusters Score -698512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -698516.250000 Penalty: 4301.723145
	Iteration 34Q: 3 clusters Score -698516.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -698525.437500 Penalty: 4301.723145
	Iteration 35Q: 3 clusters Score -698525.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -698535.500000 Penalty: 4301.723145
	Iteration 36Q: 3 clusters Score -698535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -698546.062500 Penalty: 4301.723145
	Iteration 37Q: 3 clusters Score -698546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -698554.375000 Penalty: 4301.723145
	Iteration 38Q: 3 clusters Score -698554.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -698566.875000 Penalty: 4301.723145
	Iteration 39Q: 3 clusters Score -698566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -698578.750000 Penalty: 4301.723145
	Iteration 40F: 3 clusters Score -698578.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -698589.562500 Penalty: 4301.723145
	Iteration 41Q: 3 clusters Score -698589.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -698608.687500 Penalty: 4301.723145
	Iteration 42Q: 3 clusters Score -698608.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -698625.437500 Penalty: 4301.723145
	Iteration 43Q: 3 clusters Score -698625.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -698637.750000 Penalty: 4301.723145
	Iteration 44Q: 3 clusters Score -698637.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -698653.812500 Penalty: 4301.723145
	Iteration 45Q: 3 clusters Score -698653.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -698663.375000 Penalty: 4301.723145
	Iteration 46Q: 3 clusters Score -698663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -698673.437500 Penalty: 4301.723145
	Iteration 47Q: 3 clusters Score -698673.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -698680.375000 Penalty: 4301.723145
	Iteration 48Q: 3 clusters Score -698680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -698685.000000 Penalty: 4301.723145
	Iteration 49Q: 3 clusters Score -698685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -698690.875000 Penalty: 4301.723145
	Iteration 50Q: 3 clusters Score -698690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -698698.187500 Penalty: 4301.723145
	Iteration 51Q: 3 clusters Score -698698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -698707.187500 Penalty: 4301.723145
	Iteration 52Q: 3 clusters Score -698707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -698712.000000 Penalty: 4301.723145
	Iteration 53Q: 3 clusters Score -698712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -698714.375000 Penalty: 4301.723145
	Iteration 54Q: 3 clusters Score -698714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -698718.937500 Penalty: 4301.723145
	Iteration 55Q: 3 clusters Score -698718.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -698723.375000 Penalty: 4301.723145
	Iteration 56Q: 3 clusters Score -698723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -698726.687500 Penalty: 4301.723145
	Iteration 57Q: 3 clusters Score -698726.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -698730.312500 Penalty: 4301.723145
	Iteration 58Q: 3 clusters Score -698730.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698732.937500 Penalty: 4301.723145
	Iteration 59Q: 3 clusters Score -698732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -698735.125000 Penalty: 4301.723145
	Iteration 60F: 3 clusters Score -698735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698736.062500 Penalty: 4301.723145
	Iteration 61Q: 3 clusters Score -698736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -698738.812500 Penalty: 4301.723145
	Iteration 62Q: 3 clusters Score -698738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -698738.437500 Penalty: 4301.723145
	Iteration 63Q: 3 clusters Score -698738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -698742.250000 Penalty: 4301.723145
	Iteration 64Q: 3 clusters Score -698742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -698742.312500 Penalty: 4301.723145
	Iteration 65Q: 3 clusters Score -698742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -698743.250000 Penalty: 4301.723145
	Iteration 66Q: 3 clusters Score -698743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698743.687500 Penalty: 4301.723145
	Iteration 67Q: 3 clusters Score -698743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -698744.125000 Penalty: 4301.723145
	Iteration 68Q: 3 clusters Score -698744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -698744.562500 Penalty: 4301.723145
	Iteration 69Q: 3 clusters Score -698744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -698744.125000 Penalty: 4301.723145
	Iteration 70Q: 3 clusters Score -698744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698744.062500 Penalty: 4301.723145
	Iteration 71Q: 3 clusters Score -698744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -698745.062500 Penalty: 4301.723145
	Iteration 72Q: 3 clusters Score -698745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698748.687500 Penalty: 4301.723145
	Iteration 73Q: 3 clusters Score -698748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -698752.937500 Penalty: 4301.723145
	Iteration 74Q: 3 clusters Score -698752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -698756.187500 Penalty: 4301.723145
	Iteration 75Q: 3 clusters Score -698756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -698761.875000 Penalty: 4301.723145
	Iteration 76Q: 3 clusters Score -698761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -698766.875000 Penalty: 4301.723145
	Iteration 77Q: 3 clusters Score -698766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698767.875000 Penalty: 4301.723145
	Iteration 78Q: 3 clusters Score -698767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698767.187500 Penalty: 4301.723145
	Iteration 79Q: 3 clusters Score -698767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698767.375000 Penalty: 4301.723145
	Iteration 80F: 3 clusters Score -698767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -698767.062500 Penalty: 4301.723145
	Iteration 81Q: 3 clusters Score -698767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -698767.062500 Penalty: 4301.723145
	Iteration 82F: 3 clusters Score -698767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -49643.878906 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -49643.88 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 232 members 
Entering Unmasked Estep 
Score: -48237.285156 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -48237.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48450.855469 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -48450.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48507.484375 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -48507.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48530.445312 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -48530.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48545.617188 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -48545.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48553.824219 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -48553.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48555.457031 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -48555.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48555.457031 Penalty: 3011.085938
	Iteration 7F: 3 clusters Score -48555.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (354867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354867 members 
Entering Unmasked Estep 
Score: -44478436.000000 Penalty: 3169.315430
	Iteration 0F: 2 clusters Score -4.447844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -44263580.000000 Penalty: 6338.630859
	Iteration 0F: 3 clusters Score -4.426358e+07 nChanged 172399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 177932 members 
Entering Unmasked Estep 
Score: -44365660.000000 Penalty: 6338.630859
	Iteration 1F: 3 clusters Score -4.436566e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -44367440.000000 Penalty: 6338.630859
	Iteration 2Q: 3 clusters Score -4.436744e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 177336 members 
Entering Unmasked Estep 
Score: -44369232.000000 Penalty: 6338.630859
	Iteration 3Q: 3 clusters Score -4.436923e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -44371520.000000 Penalty: 6338.630859
	Iteration 4Q: 3 clusters Score -4.437152e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -44374932.000000 Penalty: 6338.630859
	Iteration 5Q: 3 clusters Score -4.437493e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183744 members 
Mstep: Class 2 contains 171123 members 
Entering Unmasked Estep 
Score: -44380488.000000 Penalty: 6338.630859
	Iteration 6Q: 3 clusters Score -4.438049e+07 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188536 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -44389684.000000 Penalty: 6338.630859
	Iteration 7Q: 3 clusters Score -4.438968e+07 nChanged 20381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194935 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -44403400.000000 Penalty: 6338.630859
	Iteration 8F: 3 clusters Score -4.44034e+07 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201797 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -44420436.000000 Penalty: 6338.630859
	Iteration 9F: 3 clusters Score -4.442044e+07 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207660 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -44432456.000000 Penalty: 6338.630859
	Iteration 10F: 3 clusters Score -4.443246e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -44437696.000000 Penalty: 6338.630859
	Iteration 11Q: 3 clusters Score -4.44377e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217273 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -44439080.000000 Penalty: 6338.630859
	Iteration 12Q: 3 clusters Score -4.443908e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222172 members 
Mstep: Class 2 contains 132695 members 
Entering Unmasked Estep 
Score: -44439992.000000 Penalty: 6338.630859
	Iteration 13Q: 3 clusters Score -4.443999e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227289 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -44441028.000000 Penalty: 6338.630859
	Iteration 14Q: 3 clusters Score -4.444103e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232564 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -44441748.000000 Penalty: 6338.630859
	Iteration 15Q: 3 clusters Score -4.444175e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237771 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -44442432.000000 Penalty: 6338.630859
	Iteration 16Q: 3 clusters Score -4.444243e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242874 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -44443312.000000 Penalty: 6338.630859
	Iteration 17Q: 3 clusters Score -4.444331e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248109 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -44444140.000000 Penalty: 6338.630859
	Iteration 18Q: 3 clusters Score -4.444414e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253217 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -44444732.000000 Penalty: 6338.630859
	Iteration 19Q: 3 clusters Score -4.444473e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258210 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -44445544.000000 Penalty: 6338.630859
	Iteration 20F: 3 clusters Score -4.444554e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263087 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -44446248.000000 Penalty: 6338.630859
	Iteration 21Q: 3 clusters Score -4.444625e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267980 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -44447052.000000 Penalty: 6338.630859
	Iteration 22Q: 3 clusters Score -4.444705e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272761 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -44447804.000000 Penalty: 6338.630859
	Iteration 23Q: 3 clusters Score -4.44478e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277390 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -44448240.000000 Penalty: 6338.630859
	Iteration 24Q: 3 clusters Score -4.444824e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281839 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -44448900.000000 Penalty: 6338.630859
	Iteration 25Q: 3 clusters Score -4.44489e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286112 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -44449968.000000 Penalty: 6338.630859
	Iteration 26Q: 3 clusters Score -4.444997e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290170 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -44451048.000000 Penalty: 6338.630859
	Iteration 27Q: 3 clusters Score -4.445105e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294179 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -44451752.000000 Penalty: 6338.630859
	Iteration 28Q: 3 clusters Score -4.445175e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297986 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -44452768.000000 Penalty: 6338.630859
	Iteration 29Q: 3 clusters Score -4.445277e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301717 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -44453800.000000 Penalty: 6338.630859
	Iteration 30Q: 3 clusters Score -4.44538e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305395 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -44454592.000000 Penalty: 6338.630859
	Iteration 31Q: 3 clusters Score -4.445459e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308858 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -44455652.000000 Penalty: 6338.630859
	Iteration 32Q: 3 clusters Score -4.445565e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312186 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -44456572.000000 Penalty: 6338.630859
	Iteration 33Q: 3 clusters Score -4.445657e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315321 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -44457928.000000 Penalty: 6338.630859
	Iteration 34Q: 3 clusters Score -4.445793e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318308 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -44459320.000000 Penalty: 6338.630859
	Iteration 35Q: 3 clusters Score -4.445932e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321193 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -44460492.000000 Penalty: 6338.630859
	Iteration 36Q: 3 clusters Score -4.446049e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323907 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -44461312.000000 Penalty: 6338.630859
	Iteration 37Q: 3 clusters Score -4.446131e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326536 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -44462236.000000 Penalty: 6338.630859
	Iteration 38Q: 3 clusters Score -4.446224e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329060 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -44463796.000000 Penalty: 6338.630859
	Iteration 39Q: 3 clusters Score -4.44638e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331442 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -44465536.000000 Penalty: 6338.630859
	Iteration 40F: 3 clusters Score -4.446554e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333728 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -44467236.000000 Penalty: 6338.630859
	Iteration 41Q: 3 clusters Score -4.446724e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335893 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -44468448.000000 Penalty: 6338.630859
	Iteration 42Q: 3 clusters Score -4.446845e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337879 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -44470008.000000 Penalty: 6338.630859
	Iteration 43Q: 3 clusters Score -4.447001e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339605 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -44471352.000000 Penalty: 6338.630859
	Iteration 44Q: 3 clusters Score -4.447135e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341147 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -44472312.000000 Penalty: 6338.630859
	Iteration 45Q: 3 clusters Score -4.447231e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342522 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -44473308.000000 Penalty: 6338.630859
	Iteration 46Q: 3 clusters Score -4.447331e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343752 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -44474272.000000 Penalty: 6338.630859
	Iteration 47Q: 3 clusters Score -4.447427e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344880 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -44475104.000000 Penalty: 6338.630859
	Iteration 48Q: 3 clusters Score -4.44751e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345813 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -44475720.000000 Penalty: 6338.630859
	Iteration 49Q: 3 clusters Score -4.447572e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346614 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -44476144.000000 Penalty: 6338.630859
	Iteration 50Q: 3 clusters Score -4.447614e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347288 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -44476548.000000 Penalty: 6338.630859
	Iteration 51Q: 3 clusters Score -4.447655e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347847 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -44477016.000000 Penalty: 6338.630859
	Iteration 52Q: 3 clusters Score -4.447702e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348333 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -44477248.000000 Penalty: 6338.630859
	Iteration 53Q: 3 clusters Score -4.447725e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348754 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -44477388.000000 Penalty: 6338.630859
	Iteration 54Q: 3 clusters Score -4.447739e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349102 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -44477504.000000 Penalty: 6338.630859
	Iteration 55Q: 3 clusters Score -4.44775e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349397 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -44477660.000000 Penalty: 6338.630859
	Iteration 56Q: 3 clusters Score -4.447766e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349638 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -44477836.000000 Penalty: 6338.630859
	Iteration 57Q: 3 clusters Score -4.447784e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349832 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -44477868.000000 Penalty: 6338.630859
	Iteration 58Q: 3 clusters Score -4.447787e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349990 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -44477908.000000 Penalty: 6338.630859
	Iteration 59Q: 3 clusters Score -4.447791e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350125 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -44477972.000000 Penalty: 6338.630859
	Iteration 60F: 3 clusters Score -4.447797e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350236 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -44478004.000000 Penalty: 6338.630859
	Iteration 61Q: 3 clusters Score -4.4478e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350335 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -44478040.000000 Penalty: 6338.630859
	Iteration 62Q: 3 clusters Score -4.447804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350418 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -44478044.000000 Penalty: 6338.630859
	Iteration 63Q: 3 clusters Score -4.447804e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350489 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -44478048.000000 Penalty: 6338.630859
	Iteration 64Q: 3 clusters Score -4.447805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350560 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -44478084.000000 Penalty: 6338.630859
	Iteration 65Q: 3 clusters Score -4.447808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350616 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -44478064.000000 Penalty: 6338.630859
	Iteration 66Q: 3 clusters Score -4.447806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350667 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -44478036.000000 Penalty: 6338.630859
	Iteration 67Q: 3 clusters Score -4.447804e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350717 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -44478100.000000 Penalty: 6338.630859
	Iteration 68Q: 3 clusters Score -4.44781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350758 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -44478132.000000 Penalty: 6338.630859
	Iteration 69Q: 3 clusters Score -4.447813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350798 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -44478140.000000 Penalty: 6338.630859
	Iteration 70Q: 3 clusters Score -4.447814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350831 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -44478128.000000 Penalty: 6338.630859
	Iteration 71Q: 3 clusters Score -4.447813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350858 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -44478124.000000 Penalty: 6338.630859
	Iteration 72Q: 3 clusters Score -4.447812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350886 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -44478124.000000 Penalty: 6338.630859
	Iteration 73Q: 3 clusters Score -4.447812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350899 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -44478116.000000 Penalty: 6338.630859
	Iteration 74Q: 3 clusters Score -4.447812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350913 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -44478108.000000 Penalty: 6338.630859
	Iteration 75Q: 3 clusters Score -4.447811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350925 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -44478160.000000 Penalty: 6338.630859
	Iteration 76Q: 3 clusters Score -4.447816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350933 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -44478160.000000 Penalty: 6338.630859
	Iteration 77Q: 3 clusters Score -4.447816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350939 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -44478156.000000 Penalty: 6338.630859
	Iteration 78Q: 3 clusters Score -4.447816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350942 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -44478152.000000 Penalty: 6338.630859
	Iteration 79Q: 3 clusters Score -4.447815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350942 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -44478164.000000 Penalty: 6338.630859
	Iteration 80F: 3 clusters Score -4.447816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350946 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -44478160.000000 Penalty: 6338.630859
	Iteration 81Q: 3 clusters Score -4.447816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350948 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -44478144.000000 Penalty: 6338.630859
	Iteration 82Q: 3 clusters Score -4.447814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350949 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -44478156.000000 Penalty: 6338.630859
	Iteration 83Q: 3 clusters Score -4.447816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350950 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -44478176.000000 Penalty: 6338.630859
	Iteration 84Q: 3 clusters Score -4.447818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350953 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -44478180.000000 Penalty: 6338.630859
	Iteration 85Q: 3 clusters Score -4.447818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350957 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -44478196.000000 Penalty: 6338.630859
	Iteration 86Q: 3 clusters Score -4.44782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350960 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -44478196.000000 Penalty: 6338.630859
	Iteration 87Q: 3 clusters Score -4.44782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350966 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -44478200.000000 Penalty: 6338.630859
	Iteration 88Q: 3 clusters Score -4.44782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350971 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -44478188.000000 Penalty: 6338.630859
	Iteration 89Q: 3 clusters Score -4.447819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350977 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -44478172.000000 Penalty: 6338.630859
	Iteration 90Q: 3 clusters Score -4.447817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350983 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -44478164.000000 Penalty: 6338.630859
	Iteration 91Q: 3 clusters Score -4.447816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350987 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -44478168.000000 Penalty: 6338.630859
	Iteration 92Q: 3 clusters Score -4.447817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350995 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -44478172.000000 Penalty: 6338.630859
	Iteration 93Q: 3 clusters Score -4.447817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350999 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -44478164.000000 Penalty: 6338.630859
	Iteration 94Q: 3 clusters Score -4.447816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351001 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -44478180.000000 Penalty: 6338.630859
	Iteration 95Q: 3 clusters Score -4.447818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351002 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -44478200.000000 Penalty: 6338.630859
	Iteration 96Q: 3 clusters Score -4.44782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351002 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -44478192.000000 Penalty: 6338.630859
	Iteration 97Q: 3 clusters Score -4.447819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351005 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -44478196.000000 Penalty: 6338.630859
	Iteration 98Q: 3 clusters Score -4.44782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351006 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -44478192.000000 Penalty: 6338.630859
	Iteration 99Q: 3 clusters Score -4.447819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351006 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -44478192.000000 Penalty: 6338.630859
	Iteration 100F: 3 clusters Score -4.447819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -288589.437500 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -288589.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -285727.843750 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -285727.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286241.593750 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -286241.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -286365.000000 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -286365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -286433.781250 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -286433.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -286472.937500 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -286472.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286499.562500 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -286499.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286523.593750 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -286523.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286539.937500 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -286539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -286549.406250 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -286549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286560.125000 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -286560.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -286569.656250 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -286569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -286579.875000 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -286579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -286586.187500 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -286586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -286592.125000 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -286592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -286597.750000 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -286597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -286600.750000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -286600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286603.187500 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -286603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286607.500000 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -286607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286610.312500 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -286610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -286614.500000 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -286614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -286619.500000 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -286619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286627.250000 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -286627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286631.843750 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -286631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -286636.531250 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -286636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -286641.343750 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -286641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -286643.218750 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -286643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -286645.687500 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -286645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -286648.031250 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -286648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286648.593750 Penalty: 3842.379395
	Iteration 28Q: 3 clusters Score -286648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286648.593750 Penalty: 3842.379395
	Iteration 29F: 3 clusters Score -286648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Entering Unmasked Estep 
Score: -3683838.250000 Penalty: 2548.768066
	Iteration 0F: 2 clusters Score -3683838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3663919.250000 Penalty: 5097.536133
	Iteration 0F: 3 clusters Score -3663919 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3670811.000000 Penalty: 5097.536133
	Iteration 1F: 3 clusters Score -3670811 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3671208.000000 Penalty: 5097.536133
	Iteration 2Q: 3 clusters Score -3671208 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3671498.500000 Penalty: 5097.536133
	Iteration 3Q: 3 clusters Score -3671498 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3671757.750000 Penalty: 5097.536133
	Iteration 4Q: 3 clusters Score -3671758 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3672031.250000 Penalty: 5097.536133
	Iteration 5Q: 3 clusters Score -3672031 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3672327.000000 Penalty: 5097.536133
	Iteration 6Q: 3 clusters Score -3672327 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3672656.000000 Penalty: 5097.536133
	Iteration 7Q: 3 clusters Score -3672656 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3673102.500000 Penalty: 5097.536133
	Iteration 8Q: 3 clusters Score -3673102 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3673751.250000 Penalty: 5097.536133
	Iteration 9Q: 3 clusters Score -3673751 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3674721.500000 Penalty: 5097.536133
	Iteration 10F: 3 clusters Score -3674722 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3675978.250000 Penalty: 5097.536133
	Iteration 11F: 3 clusters Score -3675978 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3677470.000000 Penalty: 5097.536133
	Iteration 12F: 3 clusters Score -3677470 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3678802.000000 Penalty: 5097.536133
	Iteration 13F: 3 clusters Score -3678802 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3679685.250000 Penalty: 5097.536133
	Iteration 14Q: 3 clusters Score -3679685 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3680295.500000 Penalty: 5097.536133
	Iteration 15Q: 3 clusters Score -3680296 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3680737.250000 Penalty: 5097.536133
	Iteration 16Q: 3 clusters Score -3680737 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3681047.250000 Penalty: 5097.536133
	Iteration 17Q: 3 clusters Score -3681047 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3681239.250000 Penalty: 5097.536133
	Iteration 18Q: 3 clusters Score -3681239 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3681373.750000 Penalty: 5097.536133
	Iteration 19Q: 3 clusters Score -3681374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3681456.750000 Penalty: 5097.536133
	Iteration 20F: 3 clusters Score -3681457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3681520.250000 Penalty: 5097.536133
	Iteration 21Q: 3 clusters Score -3681520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3681564.750000 Penalty: 5097.536133
	Iteration 22Q: 3 clusters Score -3681565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3681598.750000 Penalty: 5097.536133
	Iteration 23Q: 3 clusters Score -3681599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3681619.750000 Penalty: 5097.536133
	Iteration 24Q: 3 clusters Score -3681620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3681632.750000 Penalty: 5097.536133
	Iteration 25Q: 3 clusters Score -3681633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3681636.250000 Penalty: 5097.536133
	Iteration 26Q: 3 clusters Score -3681636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3681642.250000 Penalty: 5097.536133
	Iteration 27Q: 3 clusters Score -3681642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3681647.000000 Penalty: 5097.536133
	Iteration 28Q: 3 clusters Score -3681647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3681657.750000 Penalty: 5097.536133
	Iteration 29Q: 3 clusters Score -3681658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3681659.000000 Penalty: 5097.536133
	Iteration 30Q: 3 clusters Score -3681659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3681664.250000 Penalty: 5097.536133
	Iteration 31Q: 3 clusters Score -3681664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3681666.250000 Penalty: 5097.536133
	Iteration 32Q: 3 clusters Score -3681666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3681666.250000 Penalty: 5097.536133
	Iteration 33F: 3 clusters Score -3681666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Entering Unmasked Estep 
Score: -710708.750000 Penalty: 2153.521484
	Iteration 0F: 2 clusters Score -710708.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -705628.312500 Penalty: 4307.042969
	Iteration 0F: 3 clusters Score -705628.3 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -706915.562500 Penalty: 4307.042969
	Iteration 1F: 3 clusters Score -706915.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -707177.437500 Penalty: 4307.042969
	Iteration 2F: 3 clusters Score -707177.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -707356.500000 Penalty: 4307.042969
	Iteration 3F: 3 clusters Score -707356.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -707500.750000 Penalty: 4307.042969
	Iteration 4Q: 3 clusters Score -707500.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -707606.750000 Penalty: 4307.042969
	Iteration 5Q: 3 clusters Score -707606.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -707690.187500 Penalty: 4307.042969
	Iteration 6Q: 3 clusters Score -707690.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -707764.375000 Penalty: 4307.042969
	Iteration 7Q: 3 clusters Score -707764.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -707818.750000 Penalty: 4307.042969
	Iteration 8Q: 3 clusters Score -707818.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -707873.500000 Penalty: 4307.042969
	Iteration 9Q: 3 clusters Score -707873.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -707943.312500 Penalty: 4307.042969
	Iteration 10Q: 3 clusters Score -707943.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -708023.687500 Penalty: 4307.042969
	Iteration 11Q: 3 clusters Score -708023.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -708109.000000 Penalty: 4307.042969
	Iteration 12Q: 3 clusters Score -708109 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -708218.437500 Penalty: 4307.042969
	Iteration 13Q: 3 clusters Score -708218.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -708329.750000 Penalty: 4307.042969
	Iteration 14Q: 3 clusters Score -708329.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -708407.312500 Penalty: 4307.042969
	Iteration 15Q: 3 clusters Score -708407.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -708471.375000 Penalty: 4307.042969
	Iteration 16Q: 3 clusters Score -708471.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -708520.562500 Penalty: 4307.042969
	Iteration 17Q: 3 clusters Score -708520.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -708564.062500 Penalty: 4307.042969
	Iteration 18Q: 3 clusters Score -708564.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -708605.875000 Penalty: 4307.042969
	Iteration 19Q: 3 clusters Score -708605.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -708655.125000 Penalty: 4307.042969
	Iteration 20F: 3 clusters Score -708655.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -708700.125000 Penalty: 4307.042969
	Iteration 21Q: 3 clusters Score -708700.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -708732.625000 Penalty: 4307.042969
	Iteration 22Q: 3 clusters Score -708732.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -708762.000000 Penalty: 4307.042969
	Iteration 23Q: 3 clusters Score -708762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -708783.250000 Penalty: 4307.042969
	Iteration 24Q: 3 clusters Score -708783.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -708799.625000 Penalty: 4307.042969
	Iteration 25Q: 3 clusters Score -708799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -708814.812500 Penalty: 4307.042969
	Iteration 26Q: 3 clusters Score -708814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -708831.812500 Penalty: 4307.042969
	Iteration 27Q: 3 clusters Score -708831.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -708852.187500 Penalty: 4307.042969
	Iteration 28Q: 3 clusters Score -708852.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -708868.312500 Penalty: 4307.042969
	Iteration 29Q: 3 clusters Score -708868.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -708886.562500 Penalty: 4307.042969
	Iteration 30Q: 3 clusters Score -708886.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -708908.750000 Penalty: 4307.042969
	Iteration 31Q: 3 clusters Score -708908.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -708931.750000 Penalty: 4307.042969
	Iteration 32Q: 3 clusters Score -708931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -708948.812500 Penalty: 4307.042969
	Iteration 33Q: 3 clusters Score -708948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -708961.312500 Penalty: 4307.042969
	Iteration 34Q: 3 clusters Score -708961.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -708972.937500 Penalty: 4307.042969
	Iteration 35Q: 3 clusters Score -708972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -708986.187500 Penalty: 4307.042969
	Iteration 36Q: 3 clusters Score -708986.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -708996.875000 Penalty: 4307.042969
	Iteration 37Q: 3 clusters Score -708996.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -709010.187500 Penalty: 4307.042969
	Iteration 38Q: 3 clusters Score -709010.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -709029.687500 Penalty: 4307.042969
	Iteration 39Q: 3 clusters Score -709029.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -709052.812500 Penalty: 4307.042969
	Iteration 40F: 3 clusters Score -709052.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -709072.375000 Penalty: 4307.042969
	Iteration 41Q: 3 clusters Score -709072.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -709089.750000 Penalty: 4307.042969
	Iteration 42Q: 3 clusters Score -709089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -709098.437500 Penalty: 4307.042969
	Iteration 43Q: 3 clusters Score -709098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -709103.437500 Penalty: 4307.042969
	Iteration 44Q: 3 clusters Score -709103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -709110.062500 Penalty: 4307.042969
	Iteration 45Q: 3 clusters Score -709110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -709113.437500 Penalty: 4307.042969
	Iteration 46Q: 3 clusters Score -709113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -709114.937500 Penalty: 4307.042969
	Iteration 47Q: 3 clusters Score -709114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -709114.062500 Penalty: 4307.042969
	Iteration 48Q: 3 clusters Score -709114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -709113.187500 Penalty: 4307.042969
	Iteration 49Q: 3 clusters Score -709113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -709114.187500 Penalty: 4307.042969
	Iteration 50Q: 3 clusters Score -709114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -709114.500000 Penalty: 4307.042969
	Iteration 51Q: 3 clusters Score -709114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -709116.375000 Penalty: 4307.042969
	Iteration 52Q: 3 clusters Score -709116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -709116.375000 Penalty: 4307.042969
	Iteration 53F: 3 clusters Score -709116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Entering Unmasked Estep 
Score: -1785453.875000 Penalty: 2377.812744
	Iteration 0F: 2 clusters Score -1785454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1774863.500000 Penalty: 4755.625488
	Iteration 0F: 3 clusters Score -1774864 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1778220.125000 Penalty: 4755.625488
	Iteration 1F: 3 clusters Score -1778220 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1778729.375000 Penalty: 4755.625488
	Iteration 2F: 3 clusters Score -1778729 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1779238.375000 Penalty: 4755.625488
	Iteration 3F: 3 clusters Score -1779238 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1779697.000000 Penalty: 4755.625488
	Iteration 4F: 3 clusters Score -1779697 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1780106.125000 Penalty: 4755.625488
	Iteration 5F: 3 clusters Score -1780106 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1780404.750000 Penalty: 4755.625488
	Iteration 6Q: 3 clusters Score -1780405 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1780646.000000 Penalty: 4755.625488
	Iteration 7Q: 3 clusters Score -1780646 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1780850.125000 Penalty: 4755.625488
	Iteration 8Q: 3 clusters Score -1780850 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1781028.500000 Penalty: 4755.625488
	Iteration 9Q: 3 clusters Score -1781028 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1781187.750000 Penalty: 4755.625488
	Iteration 10Q: 3 clusters Score -1781188 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1781338.250000 Penalty: 4755.625488
	Iteration 11Q: 3 clusters Score -1781338 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1781485.000000 Penalty: 4755.625488
	Iteration 12Q: 3 clusters Score -1781485 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1781630.375000 Penalty: 4755.625488
	Iteration 13Q: 3 clusters Score -1781630 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1781783.000000 Penalty: 4755.625488
	Iteration 14Q: 3 clusters Score -1781783 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1781938.250000 Penalty: 4755.625488
	Iteration 15Q: 3 clusters Score -1781938 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1782113.875000 Penalty: 4755.625488
	Iteration 16Q: 3 clusters Score -1782114 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1782309.375000 Penalty: 4755.625488
	Iteration 17Q: 3 clusters Score -1782309 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1782538.875000 Penalty: 4755.625488
	Iteration 18Q: 3 clusters Score -1782539 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1782776.625000 Penalty: 4755.625488
	Iteration 19Q: 3 clusters Score -1782777 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1782998.750000 Penalty: 4755.625488
	Iteration 20F: 3 clusters Score -1782999 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1783189.375000 Penalty: 4755.625488
	Iteration 21Q: 3 clusters Score -1783189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1783386.125000 Penalty: 4755.625488
	Iteration 22Q: 3 clusters Score -1783386 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1783570.750000 Penalty: 4755.625488
	Iteration 23Q: 3 clusters Score -1783571 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1783731.125000 Penalty: 4755.625488
	Iteration 24Q: 3 clusters Score -1783731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1783860.875000 Penalty: 4755.625488
	Iteration 25Q: 3 clusters Score -1783861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1783977.500000 Penalty: 4755.625488
	Iteration 26Q: 3 clusters Score -1783978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1784064.375000 Penalty: 4755.625488
	Iteration 27Q: 3 clusters Score -1784064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1784153.375000 Penalty: 4755.625488
	Iteration 28Q: 3 clusters Score -1784153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1784214.875000 Penalty: 4755.625488
	Iteration 29Q: 3 clusters Score -1784215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1784262.375000 Penalty: 4755.625488
	Iteration 30Q: 3 clusters Score -1784262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1784291.375000 Penalty: 4755.625488
	Iteration 31Q: 3 clusters Score -1784291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1784327.250000 Penalty: 4755.625488
	Iteration 32Q: 3 clusters Score -1784327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1784354.125000 Penalty: 4755.625488
	Iteration 33Q: 3 clusters Score -1784354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1784390.375000 Penalty: 4755.625488
	Iteration 34Q: 3 clusters Score -1784390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1784427.625000 Penalty: 4755.625488
	Iteration 35Q: 3 clusters Score -1784428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1784458.000000 Penalty: 4755.625488
	Iteration 36Q: 3 clusters Score -1784458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1784472.125000 Penalty: 4755.625488
	Iteration 37Q: 3 clusters Score -1784472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1784485.000000 Penalty: 4755.625488
	Iteration 38Q: 3 clusters Score -1784485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1784493.750000 Penalty: 4755.625488
	Iteration 39Q: 3 clusters Score -1784494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1784501.250000 Penalty: 4755.625488
	Iteration 40F: 3 clusters Score -1784501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1784503.000000 Penalty: 4755.625488
	Iteration 41Q: 3 clusters Score -1784503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1784503.875000 Penalty: 4755.625488
	Iteration 42Q: 3 clusters Score -1784504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1784507.875000 Penalty: 4755.625488
	Iteration 43Q: 3 clusters Score -1784508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1784512.250000 Penalty: 4755.625488
	Iteration 44Q: 3 clusters Score -1784512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1784520.125000 Penalty: 4755.625488
	Iteration 45Q: 3 clusters Score -1784520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1784519.500000 Penalty: 4755.625488
	Iteration 46Q: 3 clusters Score -1784520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1784523.250000 Penalty: 4755.625488
	Iteration 47Q: 3 clusters Score -1784523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1784525.375000 Penalty: 4755.625488
	Iteration 48Q: 3 clusters Score -1784525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1784528.375000 Penalty: 4755.625488
	Iteration 49Q: 3 clusters Score -1784528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1784530.000000 Penalty: 4755.625488
	Iteration 50Q: 3 clusters Score -1784530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1784532.000000 Penalty: 4755.625488
	Iteration 51Q: 3 clusters Score -1784532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1784535.875000 Penalty: 4755.625488
	Iteration 52Q: 3 clusters Score -1784536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1784540.875000 Penalty: 4755.625488
	Iteration 53Q: 3 clusters Score -1784541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1784542.875000 Penalty: 4755.625488
	Iteration 54Q: 3 clusters Score -1784543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1784541.750000 Penalty: 4755.625488
	Iteration 55Q: 3 clusters Score -1784542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1784541.750000 Penalty: 4755.625488
	Iteration 56F: 3 clusters Score -1784542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -39121.750000 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -39121.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37847.449219 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37847.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38324.179688 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -38324.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38489.707031 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -38489.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38588.402344 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -38588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38622.175781 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -38622.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -38685.460938 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -38685.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38768.296875 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -38768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38821.250000 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -38821.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38870.742188 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -38870.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39035.226562 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -39035.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39112.046875 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -39112.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39195.683594 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -39195.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39332.031250 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -39332.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39416.718750 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -39416.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39416.972656 Penalty: 2981.588623
	Iteration 14F: 3 clusters Score -39416.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39432.902344 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -39432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39432.902344 Penalty: 2981.588623
	Iteration 16F: 3 clusters Score -39432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 280 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 128 members 
Entering Unmasked Estep 
Score: -142006912.000000 Penalty: 166335.640625
Splitting cluster 22 changes total score from -142008560.000000 to -142006912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -1117339.000000 Penalty: 2256.736572
	Iteration 0F: 2 clusters Score -1117339 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 4496 members 
Entering Unmasked Estep 
Score: -1110251.500000 Penalty: 4513.473145
	Iteration 0F: 3 clusters Score -1110252 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1112353.250000 Penalty: 4513.473145
	Iteration 1F: 3 clusters Score -1112353 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1112680.250000 Penalty: 4513.473145
	Iteration 2F: 3 clusters Score -1112680 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1112920.250000 Penalty: 4513.473145
	Iteration 3F: 3 clusters Score -1112920 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1113113.125000 Penalty: 4513.473145
	Iteration 4Q: 3 clusters Score -1113113 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1113277.500000 Penalty: 4513.473145
	Iteration 5Q: 3 clusters Score -1113278 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1113393.000000 Penalty: 4513.473145
	Iteration 6Q: 3 clusters Score -1113393 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1113484.375000 Penalty: 4513.473145
	Iteration 7Q: 3 clusters Score -1113484 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1113562.750000 Penalty: 4513.473145
	Iteration 8Q: 3 clusters Score -1113563 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1113640.625000 Penalty: 4513.473145
	Iteration 9Q: 3 clusters Score -1113641 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1113713.000000 Penalty: 4513.473145
	Iteration 10Q: 3 clusters Score -1113713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1113776.375000 Penalty: 4513.473145
	Iteration 11Q: 3 clusters Score -1113776 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1113825.000000 Penalty: 4513.473145
	Iteration 12Q: 3 clusters Score -1113825 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1113875.500000 Penalty: 4513.473145
	Iteration 13Q: 3 clusters Score -1113876 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1113935.750000 Penalty: 4513.473145
	Iteration 14Q: 3 clusters Score -1113936 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1113996.750000 Penalty: 4513.473145
	Iteration 15Q: 3 clusters Score -1113997 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1114052.875000 Penalty: 4513.473145
	Iteration 16Q: 3 clusters Score -1114053 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1114104.375000 Penalty: 4513.473145
	Iteration 17Q: 3 clusters Score -1114104 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1114161.625000 Penalty: 4513.473145
	Iteration 18Q: 3 clusters Score -1114162 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1114219.125000 Penalty: 4513.473145
	Iteration 19Q: 3 clusters Score -1114219 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1114277.875000 Penalty: 4513.473145
	Iteration 20F: 3 clusters Score -1114278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1114320.500000 Penalty: 4513.473145
	Iteration 21Q: 3 clusters Score -1114320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1114367.500000 Penalty: 4513.473145
	Iteration 22Q: 3 clusters Score -1114368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1114408.500000 Penalty: 4513.473145
	Iteration 23Q: 3 clusters Score -1114408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1114440.750000 Penalty: 4513.473145
	Iteration 24Q: 3 clusters Score -1114441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1114474.625000 Penalty: 4513.473145
	Iteration 25Q: 3 clusters Score -1114475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1114492.500000 Penalty: 4513.473145
	Iteration 26Q: 3 clusters Score -1114492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1114514.500000 Penalty: 4513.473145
	Iteration 27Q: 3 clusters Score -1114514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1114529.500000 Penalty: 4513.473145
	Iteration 28Q: 3 clusters Score -1114530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1114537.875000 Penalty: 4513.473145
	Iteration 29Q: 3 clusters Score -1114538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1114553.000000 Penalty: 4513.473145
	Iteration 30Q: 3 clusters Score -1114553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1114563.750000 Penalty: 4513.473145
	Iteration 31Q: 3 clusters Score -1114564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1114578.625000 Penalty: 4513.473145
	Iteration 32Q: 3 clusters Score -1114579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1114581.750000 Penalty: 4513.473145
	Iteration 33Q: 3 clusters Score -1114582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1114590.625000 Penalty: 4513.473145
	Iteration 34Q: 3 clusters Score -1114591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1114596.625000 Penalty: 4513.473145
	Iteration 35Q: 3 clusters Score -1114597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1114604.500000 Penalty: 4513.473145
	Iteration 36Q: 3 clusters Score -1114604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1114609.375000 Penalty: 4513.473145
	Iteration 37Q: 3 clusters Score -1114609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1114616.375000 Penalty: 4513.473145
	Iteration 38Q: 3 clusters Score -1114616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1114621.625000 Penalty: 4513.473145
	Iteration 39Q: 3 clusters Score -1114622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1114628.750000 Penalty: 4513.473145
	Iteration 40F: 3 clusters Score -1114629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1114635.125000 Penalty: 4513.473145
	Iteration 41Q: 3 clusters Score -1114635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1114645.875000 Penalty: 4513.473145
	Iteration 42Q: 3 clusters Score -1114646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1114653.875000 Penalty: 4513.473145
	Iteration 43Q: 3 clusters Score -1114654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1114662.750000 Penalty: 4513.473145
	Iteration 44Q: 3 clusters Score -1114663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1114664.500000 Penalty: 4513.473145
	Iteration 45Q: 3 clusters Score -1114664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1114668.250000 Penalty: 4513.473145
	Iteration 46Q: 3 clusters Score -1114668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1114678.875000 Penalty: 4513.473145
	Iteration 47Q: 3 clusters Score -1114679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1114684.875000 Penalty: 4513.473145
	Iteration 48Q: 3 clusters Score -1114685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1114693.000000 Penalty: 4513.473145
	Iteration 49Q: 3 clusters Score -1114693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1114700.250000 Penalty: 4513.473145
	Iteration 50Q: 3 clusters Score -1114700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1114706.250000 Penalty: 4513.473145
	Iteration 51Q: 3 clusters Score -1114706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1114713.500000 Penalty: 4513.473145
	Iteration 52Q: 3 clusters Score -1114714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1114715.500000 Penalty: 4513.473145
	Iteration 53Q: 3 clusters Score -1114716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1114718.875000 Penalty: 4513.473145
	Iteration 54Q: 3 clusters Score -1114719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1114721.875000 Penalty: 4513.473145
	Iteration 55Q: 3 clusters Score -1114722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1114723.125000 Penalty: 4513.473145
	Iteration 56Q: 3 clusters Score -1114723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1114724.750000 Penalty: 4513.473145
	Iteration 57Q: 3 clusters Score -1114725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1114724.375000 Penalty: 4513.473145
	Iteration 58Q: 3 clusters Score -1114724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1114726.375000 Penalty: 4513.473145
	Iteration 59Q: 3 clusters Score -1114726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1114727.375000 Penalty: 4513.473145
	Iteration 60F: 3 clusters Score -1114727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1114728.875000 Penalty: 4513.473145
	Iteration 61Q: 3 clusters Score -1114729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1114733.750000 Penalty: 4513.473145
	Iteration 62Q: 3 clusters Score -1114734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1114735.250000 Penalty: 4513.473145
	Iteration 63Q: 3 clusters Score -1114735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1114740.750000 Penalty: 4513.473145
	Iteration 64Q: 3 clusters Score -1114741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1114744.375000 Penalty: 4513.473145
	Iteration 65Q: 3 clusters Score -1114744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1114749.625000 Penalty: 4513.473145
	Iteration 66Q: 3 clusters Score -1114750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1114756.375000 Penalty: 4513.473145
	Iteration 67Q: 3 clusters Score -1114756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1114763.000000 Penalty: 4513.473145
	Iteration 68Q: 3 clusters Score -1114763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1114767.125000 Penalty: 4513.473145
	Iteration 69Q: 3 clusters Score -1114767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1114773.500000 Penalty: 4513.473145
	Iteration 70Q: 3 clusters Score -1114774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1114774.500000 Penalty: 4513.473145
	Iteration 71Q: 3 clusters Score -1114774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1114781.500000 Penalty: 4513.473145
	Iteration 72Q: 3 clusters Score -1114782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1114794.000000 Penalty: 4513.473145
	Iteration 73Q: 3 clusters Score -1114794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1114798.500000 Penalty: 4513.473145
	Iteration 74Q: 3 clusters Score -1114798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1114808.875000 Penalty: 4513.473145
	Iteration 75Q: 3 clusters Score -1114809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1114815.375000 Penalty: 4513.473145
	Iteration 76Q: 3 clusters Score -1114815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1114823.375000 Penalty: 4513.473145
	Iteration 77Q: 3 clusters Score -1114823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1114830.125000 Penalty: 4513.473145
	Iteration 78Q: 3 clusters Score -1114830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1114843.750000 Penalty: 4513.473145
	Iteration 79Q: 3 clusters Score -1114844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1114857.375000 Penalty: 4513.473145
	Iteration 80F: 3 clusters Score -1114857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1114874.250000 Penalty: 4513.473145
	Iteration 81Q: 3 clusters Score -1114874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1114891.000000 Penalty: 4513.473145
	Iteration 82Q: 3 clusters Score -1114891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1114906.125000 Penalty: 4513.473145
	Iteration 83Q: 3 clusters Score -1114906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1114927.750000 Penalty: 4513.473145
	Iteration 84Q: 3 clusters Score -1114928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1114951.000000 Penalty: 4513.473145
	Iteration 85Q: 3 clusters Score -1114951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1114966.125000 Penalty: 4513.473145
	Iteration 86Q: 3 clusters Score -1114966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1114977.125000 Penalty: 4513.473145
	Iteration 87Q: 3 clusters Score -1114977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1114985.125000 Penalty: 4513.473145
	Iteration 88Q: 3 clusters Score -1114985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1114992.625000 Penalty: 4513.473145
	Iteration 89Q: 3 clusters Score -1114993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1114998.125000 Penalty: 4513.473145
	Iteration 90Q: 3 clusters Score -1114998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1115001.000000 Penalty: 4513.473145
	Iteration 91Q: 3 clusters Score -1115001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1115007.500000 Penalty: 4513.473145
	Iteration 92Q: 3 clusters Score -1115008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1115010.875000 Penalty: 4513.473145
	Iteration 93Q: 3 clusters Score -1115011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1115016.750000 Penalty: 4513.473145
	Iteration 94Q: 3 clusters Score -1115017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1115019.875000 Penalty: 4513.473145
	Iteration 95Q: 3 clusters Score -1115020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1115024.375000 Penalty: 4513.473145
	Iteration 96Q: 3 clusters Score -1115024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1115030.375000 Penalty: 4513.473145
	Iteration 97Q: 3 clusters Score -1115030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1115036.000000 Penalty: 4513.473145
	Iteration 98Q: 3 clusters Score -1115036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1115040.750000 Penalty: 4513.473145
	Iteration 99Q: 3 clusters Score -1115041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1115049.250000 Penalty: 4513.473145
	Iteration 100F: 3 clusters Score -1115049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1115055.000000 Penalty: 4513.473145
	Iteration 101Q: 3 clusters Score -1115055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1115059.500000 Penalty: 4513.473145
	Iteration 102Q: 3 clusters Score -1115060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1115066.000000 Penalty: 4513.473145
	Iteration 103Q: 3 clusters Score -1115066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1115073.250000 Penalty: 4513.473145
	Iteration 104Q: 3 clusters Score -1115073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1115078.125000 Penalty: 4513.473145
	Iteration 105Q: 3 clusters Score -1115078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1115088.625000 Penalty: 4513.473145
	Iteration 106Q: 3 clusters Score -1115089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1115092.750000 Penalty: 4513.473145
	Iteration 107Q: 3 clusters Score -1115093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1115097.500000 Penalty: 4513.473145
	Iteration 108Q: 3 clusters Score -1115098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1115101.875000 Penalty: 4513.473145
	Iteration 109Q: 3 clusters Score -1115102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1115105.375000 Penalty: 4513.473145
	Iteration 110Q: 3 clusters Score -1115105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1115108.000000 Penalty: 4513.473145
	Iteration 111Q: 3 clusters Score -1115108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1115113.125000 Penalty: 4513.473145
	Iteration 112Q: 3 clusters Score -1115113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1115113.125000 Penalty: 4513.473145
	Iteration 113Q: 3 clusters Score -1115113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1115112.500000 Penalty: 4513.473145
	Iteration 114Q: 3 clusters Score -1115112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1115114.500000 Penalty: 4513.473145
	Iteration 115Q: 3 clusters Score -1115114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1115113.750000 Penalty: 4513.473145
	Iteration 116Q: 3 clusters Score -1115114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1115113.250000 Penalty: 4513.473145
	Iteration 117Q: 3 clusters Score -1115113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1115114.375000 Penalty: 4513.473145
	Iteration 118Q: 3 clusters Score -1115114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1115113.000000 Penalty: 4513.473145
	Iteration 119Q: 3 clusters Score -1115113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1115112.125000 Penalty: 4513.473145
	Iteration 120F: 3 clusters Score -1115112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1115113.250000 Penalty: 4513.473145
	Iteration 121Q: 3 clusters Score -1115113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1115113.250000 Penalty: 4513.473145
	Iteration 122F: 3 clusters Score -1115113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -652545.250000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -652545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -647747.000000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -647747 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -649056.625000 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -649056.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -649461.687500 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -649461.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -649761.312500 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -649761.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -650027.937500 Penalty: 4264.625977
	Iteration 4F: 3 clusters Score -650027.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -650240.500000 Penalty: 4264.625977
	Iteration 5F: 3 clusters Score -650240.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -650435.937500 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -650435.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -650595.625000 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -650595.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -650739.812500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -650739.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -650854.312500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -650854.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -650928.437500 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -650928.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -650977.000000 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -650977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -651013.250000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -651013.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -651043.187500 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -651043.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -651062.000000 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -651062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -651073.500000 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -651073.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -651080.875000 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -651080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -651086.187500 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -651086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -651095.875000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -651095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -651101.375000 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -651101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -651109.625000 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -651109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -651122.437500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -651122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -651132.625000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -651132.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -651136.937500 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -651136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -651143.000000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -651143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -651145.125000 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -651145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -651147.500000 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -651147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -651147.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -651147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -651148.562500 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -651148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -651148.062500 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -651148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -651148.062500 Penalty: 4264.625977
	Iteration 30F: 3 clusters Score -651148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Entering Unmasked Estep 
Score: -1435008.875000 Penalty: 2316.245850
	Iteration 0F: 2 clusters Score -1435009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1426454.500000 Penalty: 4632.491699
	Iteration 0F: 3 clusters Score -1426454 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1429017.875000 Penalty: 4632.491699
	Iteration 1F: 3 clusters Score -1429018 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1429375.500000 Penalty: 4632.491699
	Iteration 2F: 3 clusters Score -1429376 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1429657.625000 Penalty: 4632.491699
	Iteration 3F: 3 clusters Score -1429658 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1429940.625000 Penalty: 4632.491699
	Iteration 4Q: 3 clusters Score -1429941 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1430234.000000 Penalty: 4632.491699
	Iteration 5Q: 3 clusters Score -1430234 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1430537.750000 Penalty: 4632.491699
	Iteration 6Q: 3 clusters Score -1430538 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1430894.375000 Penalty: 4632.491699
	Iteration 7Q: 3 clusters Score -1430894 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1431328.000000 Penalty: 4632.491699
	Iteration 8F: 3 clusters Score -1431328 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1431742.625000 Penalty: 4632.491699
	Iteration 9Q: 3 clusters Score -1431743 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1432133.250000 Penalty: 4632.491699
	Iteration 10Q: 3 clusters Score -1432133 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1432472.875000 Penalty: 4632.491699
	Iteration 11Q: 3 clusters Score -1432473 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1432743.375000 Penalty: 4632.491699
	Iteration 12Q: 3 clusters Score -1432743 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1432928.750000 Penalty: 4632.491699
	Iteration 13Q: 3 clusters Score -1432929 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1433072.625000 Penalty: 4632.491699
	Iteration 14Q: 3 clusters Score -1433073 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1433182.500000 Penalty: 4632.491699
	Iteration 15Q: 3 clusters Score -1433182 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1433299.375000 Penalty: 4632.491699
	Iteration 16Q: 3 clusters Score -1433299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1433417.750000 Penalty: 4632.491699
	Iteration 17Q: 3 clusters Score -1433418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1433541.500000 Penalty: 4632.491699
	Iteration 18Q: 3 clusters Score -1433542 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1433634.125000 Penalty: 4632.491699
	Iteration 19Q: 3 clusters Score -1433634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1433706.750000 Penalty: 4632.491699
	Iteration 20F: 3 clusters Score -1433707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1433757.750000 Penalty: 4632.491699
	Iteration 21Q: 3 clusters Score -1433758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1433800.375000 Penalty: 4632.491699
	Iteration 22Q: 3 clusters Score -1433800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1433846.375000 Penalty: 4632.491699
	Iteration 23Q: 3 clusters Score -1433846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1433881.250000 Penalty: 4632.491699
	Iteration 24Q: 3 clusters Score -1433881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1433906.250000 Penalty: 4632.491699
	Iteration 25Q: 3 clusters Score -1433906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1433926.125000 Penalty: 4632.491699
	Iteration 26Q: 3 clusters Score -1433926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1433937.875000 Penalty: 4632.491699
	Iteration 27Q: 3 clusters Score -1433938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1433963.875000 Penalty: 4632.491699
	Iteration 28Q: 3 clusters Score -1433964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1433977.750000 Penalty: 4632.491699
	Iteration 29Q: 3 clusters Score -1433978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1433995.250000 Penalty: 4632.491699
	Iteration 30Q: 3 clusters Score -1433995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1434005.125000 Penalty: 4632.491699
	Iteration 31Q: 3 clusters Score -1434005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1434016.500000 Penalty: 4632.491699
	Iteration 32Q: 3 clusters Score -1434016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1434018.625000 Penalty: 4632.491699
	Iteration 33Q: 3 clusters Score -1434019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1434028.375000 Penalty: 4632.491699
	Iteration 34Q: 3 clusters Score -1434028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1434035.625000 Penalty: 4632.491699
	Iteration 35Q: 3 clusters Score -1434036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1434037.250000 Penalty: 4632.491699
	Iteration 36Q: 3 clusters Score -1434037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1434042.250000 Penalty: 4632.491699
	Iteration 37Q: 3 clusters Score -1434042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1434040.000000 Penalty: 4632.491699
	Iteration 38Q: 3 clusters Score -1434040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1434041.125000 Penalty: 4632.491699
	Iteration 39Q: 3 clusters Score -1434041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1434042.500000 Penalty: 4632.491699
	Iteration 40F: 3 clusters Score -1434042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1434043.750000 Penalty: 4632.491699
	Iteration 41Q: 3 clusters Score -1434044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1434043.875000 Penalty: 4632.491699
	Iteration 42Q: 3 clusters Score -1434044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1434045.875000 Penalty: 4632.491699
	Iteration 43Q: 3 clusters Score -1434046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1434046.375000 Penalty: 4632.491699
	Iteration 44Q: 3 clusters Score -1434046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1434046.875000 Penalty: 4632.491699
	Iteration 45Q: 3 clusters Score -1434047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1434045.625000 Penalty: 4632.491699
	Iteration 46Q: 3 clusters Score -1434046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1434045.500000 Penalty: 4632.491699
	Iteration 47Q: 3 clusters Score -1434046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1434045.500000 Penalty: 4632.491699
	Iteration 48F: 3 clusters Score -1434046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -594715.062500 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -594715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -590088.875000 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -590088.9 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -591334.000000 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -591334 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -591627.437500 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -591627.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -591877.437500 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -591877.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -592155.062500 Penalty: 4241.878418
	Iteration 4F: 3 clusters Score -592155.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -592416.812500 Penalty: 4241.878418
	Iteration 5F: 3 clusters Score -592416.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -592677.687500 Penalty: 4241.878418
	Iteration 6F: 3 clusters Score -592677.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -592955.875000 Penalty: 4241.878418
	Iteration 7F: 3 clusters Score -592955.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -593191.562500 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -593191.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -593373.562500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -593373.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -593486.437500 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -593486.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -593544.750000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -593544.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -593580.187500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -593580.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -593596.562500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -593596.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -593612.625000 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -593612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -593621.125000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -593621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -593627.500000 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -593627.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -593630.812500 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -593630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -593634.937500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -593634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -593636.500000 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -593636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -593637.062500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -593637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -593637.125000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -593637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -593638.125000 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -593638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -593640.062500 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -593640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -593641.750000 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -593641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -593644.562500 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -593644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -593646.437500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -593646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -593646.250000 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -593646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -593648.375000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -593648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -593648.937500 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -593648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -593649.250000 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -593649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -593650.125000 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -593650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -593650.125000 Penalty: 4241.878418
	Iteration 32F: 3 clusters Score -593650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -61390.558594 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -61390.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59825.910156 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -59825.91 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60061.507812 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -60061.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60128.636719 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -60128.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60186.222656 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -60186.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60225.511719 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -60225.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60274.753906 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -60274.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60317.304688 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -60317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60346.148438 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -60346.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60364.601562 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -60364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60371.976562 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -60371.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60375.800781 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -60375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60380.183594 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -60380.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60380.730469 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -60380.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60380.730469 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -60380.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Entering Unmasked Estep 
Score: -3226002.750000 Penalty: 2522.833008
	Iteration 0F: 2 clusters Score -3226003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3207954.250000 Penalty: 5045.666016
	Iteration 0F: 3 clusters Score -3207954 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3214327.250000 Penalty: 5045.666016
	Iteration 1F: 3 clusters Score -3214327 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3214850.750000 Penalty: 5045.666016
	Iteration 2F: 3 clusters Score -3214851 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3215292.000000 Penalty: 5045.666016
	Iteration 3Q: 3 clusters Score -3215292 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3215687.000000 Penalty: 5045.666016
	Iteration 4Q: 3 clusters Score -3215687 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3216111.750000 Penalty: 5045.666016
	Iteration 5Q: 3 clusters Score -3216112 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3216565.750000 Penalty: 5045.666016
	Iteration 6Q: 3 clusters Score -3216566 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3217179.000000 Penalty: 5045.666016
	Iteration 7Q: 3 clusters Score -3217179 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3218027.500000 Penalty: 5045.666016
	Iteration 8Q: 3 clusters Score -3218028 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3219001.000000 Penalty: 5045.666016
	Iteration 9F: 3 clusters Score -3219001 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3220100.250000 Penalty: 5045.666016
	Iteration 10F: 3 clusters Score -3220100 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3221178.750000 Penalty: 5045.666016
	Iteration 11F: 3 clusters Score -3221179 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3222054.750000 Penalty: 5045.666016
	Iteration 12F: 3 clusters Score -3222055 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3222710.000000 Penalty: 5045.666016
	Iteration 13Q: 3 clusters Score -3222710 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3223295.000000 Penalty: 5045.666016
	Iteration 14Q: 3 clusters Score -3223295 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3223756.500000 Penalty: 5045.666016
	Iteration 15Q: 3 clusters Score -3223756 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3224116.500000 Penalty: 5045.666016
	Iteration 16Q: 3 clusters Score -3224116 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3224389.250000 Penalty: 5045.666016
	Iteration 17Q: 3 clusters Score -3224389 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3224557.750000 Penalty: 5045.666016
	Iteration 18Q: 3 clusters Score -3224558 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3224701.500000 Penalty: 5045.666016
	Iteration 19Q: 3 clusters Score -3224702 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3224830.500000 Penalty: 5045.666016
	Iteration 20F: 3 clusters Score -3224830 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3224927.500000 Penalty: 5045.666016
	Iteration 21Q: 3 clusters Score -3224928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3224990.000000 Penalty: 5045.666016
	Iteration 22Q: 3 clusters Score -3224990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3225028.000000 Penalty: 5045.666016
	Iteration 23Q: 3 clusters Score -3225028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3225048.750000 Penalty: 5045.666016
	Iteration 24Q: 3 clusters Score -3225049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3225087.250000 Penalty: 5045.666016
	Iteration 25Q: 3 clusters Score -3225087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3225098.500000 Penalty: 5045.666016
	Iteration 26Q: 3 clusters Score -3225098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3225094.250000 Penalty: 5045.666016
	Iteration 27Q: 3 clusters Score -3225094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3225105.750000 Penalty: 5045.666016
	Iteration 28Q: 3 clusters Score -3225106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3225114.750000 Penalty: 5045.666016
	Iteration 29Q: 3 clusters Score -3225115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3225118.500000 Penalty: 5045.666016
	Iteration 30Q: 3 clusters Score -3225118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3225128.750000 Penalty: 5045.666016
	Iteration 31Q: 3 clusters Score -3225129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3225142.500000 Penalty: 5045.666016
	Iteration 32Q: 3 clusters Score -3225142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3225151.500000 Penalty: 5045.666016
	Iteration 33Q: 3 clusters Score -3225152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3225159.000000 Penalty: 5045.666016
	Iteration 34Q: 3 clusters Score -3225159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3225166.250000 Penalty: 5045.666016
	Iteration 35Q: 3 clusters Score -3225166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3225161.750000 Penalty: 5045.666016
	Iteration 36Q: 3 clusters Score -3225162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3225166.250000 Penalty: 5045.666016
	Iteration 37Q: 3 clusters Score -3225166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3225157.000000 Penalty: 5045.666016
	Iteration 38Q: 3 clusters Score -3225157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3225166.750000 Penalty: 5045.666016
	Iteration 39Q: 3 clusters Score -3225167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3225171.500000 Penalty: 5045.666016
	Iteration 40F: 3 clusters Score -3225172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3225165.000000 Penalty: 5045.666016
	Iteration 41Q: 3 clusters Score -3225165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3225173.250000 Penalty: 5045.666016
	Iteration 42Q: 3 clusters Score -3225173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3225180.500000 Penalty: 5045.666016
	Iteration 43Q: 3 clusters Score -3225180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3225183.250000 Penalty: 5045.666016
	Iteration 44Q: 3 clusters Score -3225183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3225182.500000 Penalty: 5045.666016
	Iteration 45Q: 3 clusters Score -3225182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3225182.750000 Penalty: 5045.666016
	Iteration 46Q: 3 clusters Score -3225183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3225181.750000 Penalty: 5045.666016
	Iteration 47Q: 3 clusters Score -3225182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3225182.000000 Penalty: 5045.666016
	Iteration 48Q: 3 clusters Score -3225182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3225182.500000 Penalty: 5045.666016
	Iteration 49Q: 3 clusters Score -3225182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3225184.750000 Penalty: 5045.666016
	Iteration 50Q: 3 clusters Score -3225185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3225181.500000 Penalty: 5045.666016
	Iteration 51Q: 3 clusters Score -3225182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3225182.500000 Penalty: 5045.666016
	Iteration 52Q: 3 clusters Score -3225182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3225184.250000 Penalty: 5045.666016
	Iteration 53Q: 3 clusters Score -3225184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3225182.500000 Penalty: 5045.666016
	Iteration 54Q: 3 clusters Score -3225182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3225187.000000 Penalty: 5045.666016
	Iteration 55Q: 3 clusters Score -3225187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3225183.250000 Penalty: 5045.666016
	Iteration 56Q: 3 clusters Score -3225183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3225183.250000 Penalty: 5045.666016
	Iteration 57Q: 3 clusters Score -3225183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3225184.000000 Penalty: 5045.666016
	Iteration 58Q: 3 clusters Score -3225184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3225184.250000 Penalty: 5045.666016
	Iteration 59Q: 3 clusters Score -3225184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3225184.250000 Penalty: 5045.666016
	Iteration 60F: 3 clusters Score -3225184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 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 558 members 
Entering Unmasked Estep 
Score: -132384.734375 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132384.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132827.156250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132827.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133009.625000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133009.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133205.296875 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -133205.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133390.671875 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -133390.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133572.750000 Penalty: 3508.341797
	Iteration 5F: 3 clusters Score -133572.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133692.812500 Penalty: 3508.341797
	Iteration 6F: 3 clusters Score -133692.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133762.609375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -133762.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133834.828125 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -133834.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133904.171875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -133904.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133948.609375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -133948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133972.203125 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -133972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133991.281250 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -133991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134003.109375 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -134003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134010.531250 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -134010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134015.625000 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -134015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134020.921875 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -134020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134025.609375 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -134025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134027.671875 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -134027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134034.640625 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -134034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134046.265625 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -134046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134048.187500 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -134048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134049.375000 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -134049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134049.375000 Penalty: 3508.341797
	Iteration 23F: 3 clusters Score -134049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -272221.937500 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -272221.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269506.062500 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -269506.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269959.812500 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -269959.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270082.937500 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -270082.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -270152.593750 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -270152.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -270194.812500 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -270194.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -270217.375000 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -270217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270227.406250 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -270227.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270236.500000 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -270236.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270242.781250 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -270242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270249.406250 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -270249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270251.750000 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -270251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -270259.281250 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -270259.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270265.218750 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -270265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270269.625000 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -270269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -270274.062500 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -270274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270276.000000 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -270276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270276.625000 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -270276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270276.625000 Penalty: 3808.908691
	Iteration 17F: 3 clusters Score -270276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Entering Unmasked Estep 
Score: -7282298.000000 Penalty: 2719.419678
	Iteration 0F: 2 clusters Score -7282298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -7243481.500000 Penalty: 5438.839355
	Iteration 0F: 3 clusters Score -7243482 nChanged 26853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7258281.500000 Penalty: 5438.839355
	Iteration 1F: 3 clusters Score -7258282 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -7258895.000000 Penalty: 5438.839355
	Iteration 2Q: 3 clusters Score -7258895 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7259510.000000 Penalty: 5438.839355
	Iteration 3Q: 3 clusters Score -7259510 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -7260240.000000 Penalty: 5438.839355
	Iteration 4Q: 3 clusters Score -7260240 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7261348.000000 Penalty: 5438.839355
	Iteration 5Q: 3 clusters Score -7261348 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -7263147.500000 Penalty: 5438.839355
	Iteration 6F: 3 clusters Score -7263148 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -7265834.000000 Penalty: 5438.839355
	Iteration 7F: 3 clusters Score -7265834 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -7269601.500000 Penalty: 5438.839355
	Iteration 8F: 3 clusters Score -7269602 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7273799.500000 Penalty: 5438.839355
	Iteration 9F: 3 clusters Score -7273800 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7277075.000000 Penalty: 5438.839355
	Iteration 10F: 3 clusters Score -7277075 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7278785.500000 Penalty: 5438.839355
	Iteration 11Q: 3 clusters Score -7278786 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7279565.500000 Penalty: 5438.839355
	Iteration 12Q: 3 clusters Score -7279566 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7279859.000000 Penalty: 5438.839355
	Iteration 13Q: 3 clusters Score -7279859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7280003.000000 Penalty: 5438.839355
	Iteration 14Q: 3 clusters Score -7280003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7280063.500000 Penalty: 5438.839355
	Iteration 15Q: 3 clusters Score -7280064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7280091.000000 Penalty: 5438.839355
	Iteration 16Q: 3 clusters Score -7280091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7280106.500000 Penalty: 5438.839355
	Iteration 17Q: 3 clusters Score -7280106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7280126.000000 Penalty: 5438.839355
	Iteration 18Q: 3 clusters Score -7280126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7280137.500000 Penalty: 5438.839355
	Iteration 19Q: 3 clusters Score -7280138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7280145.000000 Penalty: 5438.839355
	Iteration 20F: 3 clusters Score -7280145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7280151.500000 Penalty: 5438.839355
	Iteration 21Q: 3 clusters Score -7280152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7280172.000000 Penalty: 5438.839355
	Iteration 22Q: 3 clusters Score -7280172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280175.000000 Penalty: 5438.839355
	Iteration 23Q: 3 clusters Score -7280175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280186.500000 Penalty: 5438.839355
	Iteration 24Q: 3 clusters Score -7280186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7280187.500000 Penalty: 5438.839355
	Iteration 25Q: 3 clusters Score -7280188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7280195.500000 Penalty: 5438.839355
	Iteration 26Q: 3 clusters Score -7280196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280200.500000 Penalty: 5438.839355
	Iteration 27Q: 3 clusters Score -7280200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7280207.500000 Penalty: 5438.839355
	Iteration 28Q: 3 clusters Score -7280208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7280217.500000 Penalty: 5438.839355
	Iteration 29Q: 3 clusters Score -7280218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7280223.500000 Penalty: 5438.839355
	Iteration 30Q: 3 clusters Score -7280224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7280226.500000 Penalty: 5438.839355
	Iteration 31Q: 3 clusters Score -7280226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7280225.500000 Penalty: 5438.839355
	Iteration 32Q: 3 clusters Score -7280226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7280225.500000 Penalty: 5438.839355
	Iteration 33F: 3 clusters Score -7280226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -483611.656250 Penalty: 2058.222900
	Iteration 0F: 2 clusters Score -483611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -479689.125000 Penalty: 4116.445801
	Iteration 0F: 3 clusters Score -479689.1 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -480621.750000 Penalty: 4116.445801
	Iteration 1F: 3 clusters Score -480621.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -480837.750000 Penalty: 4116.445801
	Iteration 2F: 3 clusters Score -480837.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -480976.625000 Penalty: 4116.445801
	Iteration 3F: 3 clusters Score -480976.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -481064.531250 Penalty: 4116.445801
	Iteration 4Q: 3 clusters Score -481064.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -481139.468750 Penalty: 4116.445801
	Iteration 5Q: 3 clusters Score -481139.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -481220.031250 Penalty: 4116.445801
	Iteration 6Q: 3 clusters Score -481220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -481312.562500 Penalty: 4116.445801
	Iteration 7Q: 3 clusters Score -481312.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -481408.718750 Penalty: 4116.445801
	Iteration 8Q: 3 clusters Score -481408.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -481501.968750 Penalty: 4116.445801
	Iteration 9Q: 3 clusters Score -481502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -481568.062500 Penalty: 4116.445801
	Iteration 10Q: 3 clusters Score -481568.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -481620.593750 Penalty: 4116.445801
	Iteration 11Q: 3 clusters Score -481620.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -481663.031250 Penalty: 4116.445801
	Iteration 12Q: 3 clusters Score -481663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -481697.187500 Penalty: 4116.445801
	Iteration 13Q: 3 clusters Score -481697.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -481723.687500 Penalty: 4116.445801
	Iteration 14Q: 3 clusters Score -481723.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -481743.656250 Penalty: 4116.445801
	Iteration 15Q: 3 clusters Score -481743.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -481759.156250 Penalty: 4116.445801
	Iteration 16Q: 3 clusters Score -481759.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -481768.968750 Penalty: 4116.445801
	Iteration 17Q: 3 clusters Score -481769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -481776.156250 Penalty: 4116.445801
	Iteration 18Q: 3 clusters Score -481776.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -481782.343750 Penalty: 4116.445801
	Iteration 19Q: 3 clusters Score -481782.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -481786.375000 Penalty: 4116.445801
	Iteration 20F: 3 clusters Score -481786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -481788.343750 Penalty: 4116.445801
	Iteration 21Q: 3 clusters Score -481788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -481789.812500 Penalty: 4116.445801
	Iteration 22Q: 3 clusters Score -481789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -481790.875000 Penalty: 4116.445801
	Iteration 23Q: 3 clusters Score -481790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -481793.000000 Penalty: 4116.445801
	Iteration 24Q: 3 clusters Score -481793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -481793.531250 Penalty: 4116.445801
	Iteration 25Q: 3 clusters Score -481793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -481795.937500 Penalty: 4116.445801
	Iteration 26Q: 3 clusters Score -481795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -481798.437500 Penalty: 4116.445801
	Iteration 27Q: 3 clusters Score -481798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -481799.406250 Penalty: 4116.445801
	Iteration 28Q: 3 clusters Score -481799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481801.062500 Penalty: 4116.445801
	Iteration 29Q: 3 clusters Score -481801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -481804.375000 Penalty: 4116.445801
	Iteration 30Q: 3 clusters Score -481804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -481808.593750 Penalty: 4116.445801
	Iteration 31Q: 3 clusters Score -481808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -481814.687500 Penalty: 4116.445801
	Iteration 32Q: 3 clusters Score -481814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -481820.406250 Penalty: 4116.445801
	Iteration 33Q: 3 clusters Score -481820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -481822.656250 Penalty: 4116.445801
	Iteration 34Q: 3 clusters Score -481822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -481823.718750 Penalty: 4116.445801
	Iteration 35Q: 3 clusters Score -481823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -481824.125000 Penalty: 4116.445801
	Iteration 36Q: 3 clusters Score -481824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -481825.125000 Penalty: 4116.445801
	Iteration 37Q: 3 clusters Score -481825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -481826.000000 Penalty: 4116.445801
	Iteration 38Q: 3 clusters Score -481826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -481828.531250 Penalty: 4116.445801
	Iteration 39Q: 3 clusters Score -481828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -481831.906250 Penalty: 4116.445801
	Iteration 40F: 3 clusters Score -481831.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -481838.343750 Penalty: 4116.445801
	Iteration 41Q: 3 clusters Score -481838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -481846.500000 Penalty: 4116.445801
	Iteration 42Q: 3 clusters Score -481846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -481852.500000 Penalty: 4116.445801
	Iteration 43Q: 3 clusters Score -481852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -481858.718750 Penalty: 4116.445801
	Iteration 44Q: 3 clusters Score -481858.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -481861.937500 Penalty: 4116.445801
	Iteration 45Q: 3 clusters Score -481861.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -481871.062500 Penalty: 4116.445801
	Iteration 46Q: 3 clusters Score -481871.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -481883.687500 Penalty: 4116.445801
	Iteration 47Q: 3 clusters Score -481883.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -481895.281250 Penalty: 4116.445801
	Iteration 48Q: 3 clusters Score -481895.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -481907.125000 Penalty: 4116.445801
	Iteration 49Q: 3 clusters Score -481907.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -481921.593750 Penalty: 4116.445801
	Iteration 50Q: 3 clusters Score -481921.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -481929.343750 Penalty: 4116.445801
	Iteration 51Q: 3 clusters Score -481929.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -481934.250000 Penalty: 4116.445801
	Iteration 52Q: 3 clusters Score -481934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -481936.875000 Penalty: 4116.445801
	Iteration 53Q: 3 clusters Score -481936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -481940.875000 Penalty: 4116.445801
	Iteration 54Q: 3 clusters Score -481940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -481944.531250 Penalty: 4116.445801
	Iteration 55Q: 3 clusters Score -481944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -481950.281250 Penalty: 4116.445801
	Iteration 56Q: 3 clusters Score -481950.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -481957.750000 Penalty: 4116.445801
	Iteration 57Q: 3 clusters Score -481957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -481963.875000 Penalty: 4116.445801
	Iteration 58Q: 3 clusters Score -481963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -481967.562500 Penalty: 4116.445801
	Iteration 59Q: 3 clusters Score -481967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -481969.562500 Penalty: 4116.445801
	Iteration 60F: 3 clusters Score -481969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -481972.281250 Penalty: 4116.445801
	Iteration 61Q: 3 clusters Score -481972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -481976.375000 Penalty: 4116.445801
	Iteration 62Q: 3 clusters Score -481976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -481984.218750 Penalty: 4116.445801
	Iteration 63Q: 3 clusters Score -481984.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -481990.000000 Penalty: 4116.445801
	Iteration 64Q: 3 clusters Score -481990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -481994.093750 Penalty: 4116.445801
	Iteration 65Q: 3 clusters Score -481994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -482000.218750 Penalty: 4116.445801
	Iteration 66Q: 3 clusters Score -482000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -482005.562500 Penalty: 4116.445801
	Iteration 67Q: 3 clusters Score -482005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -482010.156250 Penalty: 4116.445801
	Iteration 68Q: 3 clusters Score -482010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -482014.437500 Penalty: 4116.445801
	Iteration 69Q: 3 clusters Score -482014.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -482026.906250 Penalty: 4116.445801
	Iteration 70Q: 3 clusters Score -482026.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -482043.593750 Penalty: 4116.445801
	Iteration 71Q: 3 clusters Score -482043.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -482069.812500 Penalty: 4116.445801
	Iteration 72Q: 3 clusters Score -482069.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -482093.906250 Penalty: 4116.445801
	Iteration 73Q: 3 clusters Score -482093.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -482117.593750 Penalty: 4116.445801
	Iteration 74Q: 3 clusters Score -482117.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -482143.375000 Penalty: 4116.445801
	Iteration 75Q: 3 clusters Score -482143.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -482172.250000 Penalty: 4116.445801
	Iteration 76Q: 3 clusters Score -482172.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -482213.906250 Penalty: 4116.445801
	Iteration 77Q: 3 clusters Score -482213.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -482257.406250 Penalty: 4116.445801
	Iteration 78Q: 3 clusters Score -482257.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -482311.031250 Penalty: 4116.445801
	Iteration 79Q: 3 clusters Score -482311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -482370.843750 Penalty: 4116.445801
	Iteration 80F: 3 clusters Score -482370.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -482415.437500 Penalty: 4116.445801
	Iteration 81Q: 3 clusters Score -482415.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -482443.125000 Penalty: 4116.445801
	Iteration 82Q: 3 clusters Score -482443.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -482464.000000 Penalty: 4116.445801
	Iteration 83Q: 3 clusters Score -482464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -482480.062500 Penalty: 4116.445801
	Iteration 84Q: 3 clusters Score -482480.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -482492.750000 Penalty: 4116.445801
	Iteration 85Q: 3 clusters Score -482492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -482505.093750 Penalty: 4116.445801
	Iteration 86Q: 3 clusters Score -482505.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -482514.125000 Penalty: 4116.445801
	Iteration 87Q: 3 clusters Score -482514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -482520.718750 Penalty: 4116.445801
	Iteration 88Q: 3 clusters Score -482520.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -482527.906250 Penalty: 4116.445801
	Iteration 89Q: 3 clusters Score -482527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -482533.656250 Penalty: 4116.445801
	Iteration 90Q: 3 clusters Score -482533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -482546.500000 Penalty: 4116.445801
	Iteration 91Q: 3 clusters Score -482546.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -482557.500000 Penalty: 4116.445801
	Iteration 92Q: 3 clusters Score -482557.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -482566.500000 Penalty: 4116.445801
	Iteration 93Q: 3 clusters Score -482566.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -482575.406250 Penalty: 4116.445801
	Iteration 94Q: 3 clusters Score -482575.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -482587.312500 Penalty: 4116.445801
	Iteration 95Q: 3 clusters Score -482587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -482593.937500 Penalty: 4116.445801
	Iteration 96Q: 3 clusters Score -482593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -482596.281250 Penalty: 4116.445801
	Iteration 97Q: 3 clusters Score -482596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -482598.218750 Penalty: 4116.445801
	Iteration 98Q: 3 clusters Score -482598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -482600.281250 Penalty: 4116.445801
	Iteration 99Q: 3 clusters Score -482600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -482600.250000 Penalty: 4116.445801
	Iteration 100F: 3 clusters Score -482600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -482600.593750 Penalty: 4116.445801
	Iteration 101Q: 3 clusters Score -482600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -482601.031250 Penalty: 4116.445801
	Iteration 102Q: 3 clusters Score -482601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -482601.031250 Penalty: 4116.445801
	Iteration 103F: 3 clusters Score -482601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Entering Unmasked Estep 
Score: -3685789.750000 Penalty: 2554.711426
	Iteration 0F: 2 clusters Score -3685790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3665213.500000 Penalty: 5109.422852
	Iteration 0F: 3 clusters Score -3665214 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3672560.500000 Penalty: 5109.422852
	Iteration 1F: 3 clusters Score -3672560 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3673075.000000 Penalty: 5109.422852
	Iteration 2Q: 3 clusters Score -3673075 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3673647.750000 Penalty: 5109.422852
	Iteration 3Q: 3 clusters Score -3673648 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3674281.000000 Penalty: 5109.422852
	Iteration 4Q: 3 clusters Score -3674281 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3674984.500000 Penalty: 5109.422852
	Iteration 5F: 3 clusters Score -3674984 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3675779.750000 Penalty: 5109.422852
	Iteration 6F: 3 clusters Score -3675780 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3676635.000000 Penalty: 5109.422852
	Iteration 7F: 3 clusters Score -3676635 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3677416.750000 Penalty: 5109.422852
	Iteration 8F: 3 clusters Score -3677417 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3678101.000000 Penalty: 5109.422852
	Iteration 9Q: 3 clusters Score -3678101 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3678682.000000 Penalty: 5109.422852
	Iteration 10Q: 3 clusters Score -3678682 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3679173.500000 Penalty: 5109.422852
	Iteration 11Q: 3 clusters Score -3679174 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3679547.750000 Penalty: 5109.422852
	Iteration 12Q: 3 clusters Score -3679548 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3679856.000000 Penalty: 5109.422852
	Iteration 13Q: 3 clusters Score -3679856 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3680104.000000 Penalty: 5109.422852
	Iteration 14Q: 3 clusters Score -3680104 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3680327.000000 Penalty: 5109.422852
	Iteration 15Q: 3 clusters Score -3680327 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3680543.000000 Penalty: 5109.422852
	Iteration 16Q: 3 clusters Score -3680543 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3680728.250000 Penalty: 5109.422852
	Iteration 17Q: 3 clusters Score -3680728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3680884.250000 Penalty: 5109.422852
	Iteration 18Q: 3 clusters Score -3680884 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3680988.250000 Penalty: 5109.422852
	Iteration 19Q: 3 clusters Score -3680988 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3681073.750000 Penalty: 5109.422852
	Iteration 20F: 3 clusters Score -3681074 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3681154.000000 Penalty: 5109.422852
	Iteration 21Q: 3 clusters Score -3681154 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3681207.000000 Penalty: 5109.422852
	Iteration 22Q: 3 clusters Score -3681207 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3681249.250000 Penalty: 5109.422852
	Iteration 23Q: 3 clusters Score -3681249 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3681300.000000 Penalty: 5109.422852
	Iteration 24Q: 3 clusters Score -3681300 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3681360.500000 Penalty: 5109.422852
	Iteration 25Q: 3 clusters Score -3681360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3681392.000000 Penalty: 5109.422852
	Iteration 26Q: 3 clusters Score -3681392 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3681429.250000 Penalty: 5109.422852
	Iteration 27Q: 3 clusters Score -3681429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3681441.500000 Penalty: 5109.422852
	Iteration 28Q: 3 clusters Score -3681442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3681470.000000 Penalty: 5109.422852
	Iteration 29Q: 3 clusters Score -3681470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3681492.000000 Penalty: 5109.422852
	Iteration 30Q: 3 clusters Score -3681492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3681522.250000 Penalty: 5109.422852
	Iteration 31Q: 3 clusters Score -3681522 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3681558.500000 Penalty: 5109.422852
	Iteration 32Q: 3 clusters Score -3681558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3681569.250000 Penalty: 5109.422852
	Iteration 33Q: 3 clusters Score -3681569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3681597.750000 Penalty: 5109.422852
	Iteration 34Q: 3 clusters Score -3681598 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3681625.250000 Penalty: 5109.422852
	Iteration 35Q: 3 clusters Score -3681625 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3681644.500000 Penalty: 5109.422852
	Iteration 36Q: 3 clusters Score -3681644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3681681.000000 Penalty: 5109.422852
	Iteration 37Q: 3 clusters Score -3681681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3681726.750000 Penalty: 5109.422852
	Iteration 38Q: 3 clusters Score -3681727 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3681747.750000 Penalty: 5109.422852
	Iteration 39Q: 3 clusters Score -3681748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3681797.250000 Penalty: 5109.422852
	Iteration 40F: 3 clusters Score -3681797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3681817.250000 Penalty: 5109.422852
	Iteration 41Q: 3 clusters Score -3681817 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3681837.000000 Penalty: 5109.422852
	Iteration 42Q: 3 clusters Score -3681837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3681871.500000 Penalty: 5109.422852
	Iteration 43Q: 3 clusters Score -3681872 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3681897.750000 Penalty: 5109.422852
	Iteration 44Q: 3 clusters Score -3681898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3681936.250000 Penalty: 5109.422852
	Iteration 45Q: 3 clusters Score -3681936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3681959.500000 Penalty: 5109.422852
	Iteration 46Q: 3 clusters Score -3681960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3681996.750000 Penalty: 5109.422852
	Iteration 47Q: 3 clusters Score -3681997 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3682027.250000 Penalty: 5109.422852
	Iteration 48Q: 3 clusters Score -3682027 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3682047.750000 Penalty: 5109.422852
	Iteration 49Q: 3 clusters Score -3682048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3682097.750000 Penalty: 5109.422852
	Iteration 50Q: 3 clusters Score -3682098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3682138.500000 Penalty: 5109.422852
	Iteration 51Q: 3 clusters Score -3682138 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3682181.250000 Penalty: 5109.422852
	Iteration 52Q: 3 clusters Score -3682181 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3682217.750000 Penalty: 5109.422852
	Iteration 53Q: 3 clusters Score -3682218 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3682261.250000 Penalty: 5109.422852
	Iteration 54Q: 3 clusters Score -3682261 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3682279.000000 Penalty: 5109.422852
	Iteration 55Q: 3 clusters Score -3682279 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3682298.750000 Penalty: 5109.422852
	Iteration 56Q: 3 clusters Score -3682299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3682326.750000 Penalty: 5109.422852
	Iteration 57Q: 3 clusters Score -3682327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3682353.000000 Penalty: 5109.422852
	Iteration 58Q: 3 clusters Score -3682353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3682385.250000 Penalty: 5109.422852
	Iteration 59Q: 3 clusters Score -3682385 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3682414.500000 Penalty: 5109.422852
	Iteration 60F: 3 clusters Score -3682414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3682444.750000 Penalty: 5109.422852
	Iteration 61Q: 3 clusters Score -3682445 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3682456.250000 Penalty: 5109.422852
	Iteration 62Q: 3 clusters Score -3682456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3682506.250000 Penalty: 5109.422852
	Iteration 63Q: 3 clusters Score -3682506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3682518.750000 Penalty: 5109.422852
	Iteration 64Q: 3 clusters Score -3682519 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3682556.250000 Penalty: 5109.422852
	Iteration 65Q: 3 clusters Score -3682556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3682579.500000 Penalty: 5109.422852
	Iteration 66Q: 3 clusters Score -3682580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3682613.750000 Penalty: 5109.422852
	Iteration 67Q: 3 clusters Score -3682614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3682643.750000 Penalty: 5109.422852
	Iteration 68Q: 3 clusters Score -3682644 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3682688.750000 Penalty: 5109.422852
	Iteration 69Q: 3 clusters Score -3682689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3682722.750000 Penalty: 5109.422852
	Iteration 70Q: 3 clusters Score -3682723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3682743.750000 Penalty: 5109.422852
	Iteration 71Q: 3 clusters Score -3682744 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3682784.000000 Penalty: 5109.422852
	Iteration 72Q: 3 clusters Score -3682784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3682830.000000 Penalty: 5109.422852
	Iteration 73Q: 3 clusters Score -3682830 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3682870.750000 Penalty: 5109.422852
	Iteration 74Q: 3 clusters Score -3682871 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3682904.250000 Penalty: 5109.422852
	Iteration 75Q: 3 clusters Score -3682904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3682935.750000 Penalty: 5109.422852
	Iteration 76Q: 3 clusters Score -3682936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3682973.500000 Penalty: 5109.422852
	Iteration 77Q: 3 clusters Score -3682974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3683007.000000 Penalty: 5109.422852
	Iteration 78Q: 3 clusters Score -3683007 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3683051.750000 Penalty: 5109.422852
	Iteration 79Q: 3 clusters Score -3683052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3683101.500000 Penalty: 5109.422852
	Iteration 80F: 3 clusters Score -3683102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3683163.000000 Penalty: 5109.422852
	Iteration 81Q: 3 clusters Score -3683163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3683206.500000 Penalty: 5109.422852
	Iteration 82Q: 3 clusters Score -3683206 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3683274.000000 Penalty: 5109.422852
	Iteration 83Q: 3 clusters Score -3683274 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3683318.250000 Penalty: 5109.422852
	Iteration 84Q: 3 clusters Score -3683318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3683366.750000 Penalty: 5109.422852
	Iteration 85Q: 3 clusters Score -3683367 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3683416.250000 Penalty: 5109.422852
	Iteration 86Q: 3 clusters Score -3683416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3683435.750000 Penalty: 5109.422852
	Iteration 87Q: 3 clusters Score -3683436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3683472.250000 Penalty: 5109.422852
	Iteration 88Q: 3 clusters Score -3683472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3683500.500000 Penalty: 5109.422852
	Iteration 89Q: 3 clusters Score -3683500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3683525.000000 Penalty: 5109.422852
	Iteration 90Q: 3 clusters Score -3683525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3683559.750000 Penalty: 5109.422852
	Iteration 91Q: 3 clusters Score -3683560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3683579.000000 Penalty: 5109.422852
	Iteration 92Q: 3 clusters Score -3683579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3683592.500000 Penalty: 5109.422852
	Iteration 93Q: 3 clusters Score -3683592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3683623.750000 Penalty: 5109.422852
	Iteration 94Q: 3 clusters Score -3683624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3683646.000000 Penalty: 5109.422852
	Iteration 95Q: 3 clusters Score -3683646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3683655.500000 Penalty: 5109.422852
	Iteration 96Q: 3 clusters Score -3683656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3683663.500000 Penalty: 5109.422852
	Iteration 97Q: 3 clusters Score -3683664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3683682.500000 Penalty: 5109.422852
	Iteration 98Q: 3 clusters Score -3683682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3683691.500000 Penalty: 5109.422852
	Iteration 99Q: 3 clusters Score -3683692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3683691.000000 Penalty: 5109.422852
	Iteration 100F: 3 clusters Score -3683691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3683703.750000 Penalty: 5109.422852
	Iteration 101Q: 3 clusters Score -3683704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3683708.500000 Penalty: 5109.422852
	Iteration 102Q: 3 clusters Score -3683708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3683718.250000 Penalty: 5109.422852
	Iteration 103Q: 3 clusters Score -3683718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3683725.250000 Penalty: 5109.422852
	Iteration 104Q: 3 clusters Score -3683725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3683731.000000 Penalty: 5109.422852
	Iteration 105Q: 3 clusters Score -3683731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3683738.250000 Penalty: 5109.422852
	Iteration 106Q: 3 clusters Score -3683738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3683738.500000 Penalty: 5109.422852
	Iteration 107Q: 3 clusters Score -3683738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3683739.250000 Penalty: 5109.422852
	Iteration 108Q: 3 clusters Score -3683739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3683750.000000 Penalty: 5109.422852
	Iteration 109Q: 3 clusters Score -3683750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3683750.250000 Penalty: 5109.422852
	Iteration 110Q: 3 clusters Score -3683750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3683755.500000 Penalty: 5109.422852
	Iteration 111Q: 3 clusters Score -3683756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3683757.500000 Penalty: 5109.422852
	Iteration 112Q: 3 clusters Score -3683758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3683757.250000 Penalty: 5109.422852
	Iteration 113Q: 3 clusters Score -3683757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3683765.250000 Penalty: 5109.422852
	Iteration 114Q: 3 clusters Score -3683765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3683770.250000 Penalty: 5109.422852
	Iteration 115Q: 3 clusters Score -3683770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3683776.750000 Penalty: 5109.422852
	Iteration 116Q: 3 clusters Score -3683777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3683772.250000 Penalty: 5109.422852
	Iteration 117Q: 3 clusters Score -3683772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3683781.250000 Penalty: 5109.422852
	Iteration 118Q: 3 clusters Score -3683781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3683786.000000 Penalty: 5109.422852
	Iteration 119Q: 3 clusters Score -3683786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3683784.000000 Penalty: 5109.422852
	Iteration 120F: 3 clusters Score -3683784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3683786.250000 Penalty: 5109.422852
	Iteration 121Q: 3 clusters Score -3683786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3683784.750000 Penalty: 5109.422852
	Iteration 122Q: 3 clusters Score -3683785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3683787.000000 Penalty: 5109.422852
	Iteration 123Q: 3 clusters Score -3683787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3683786.250000 Penalty: 5109.422852
	Iteration 124Q: 3 clusters Score -3683786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3683790.750000 Penalty: 5109.422852
	Iteration 125Q: 3 clusters Score -3683791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3683793.750000 Penalty: 5109.422852
	Iteration 126Q: 3 clusters Score -3683794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3683798.750000 Penalty: 5109.422852
	Iteration 127Q: 3 clusters Score -3683799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3683799.500000 Penalty: 5109.422852
	Iteration 128Q: 3 clusters Score -3683800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3683801.750000 Penalty: 5109.422852
	Iteration 129Q: 3 clusters Score -3683802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3683800.000000 Penalty: 5109.422852
	Iteration 130Q: 3 clusters Score -3683800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3683802.000000 Penalty: 5109.422852
	Iteration 131Q: 3 clusters Score -3683802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3683799.500000 Penalty: 5109.422852
	Iteration 132Q: 3 clusters Score -3683800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3683802.500000 Penalty: 5109.422852
	Iteration 133Q: 3 clusters Score -3683802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3683806.250000 Penalty: 5109.422852
	Iteration 134Q: 3 clusters Score -3683806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3683808.750000 Penalty: 5109.422852
	Iteration 135Q: 3 clusters Score -3683809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3683810.000000 Penalty: 5109.422852
	Iteration 136Q: 3 clusters Score -3683810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3683809.250000 Penalty: 5109.422852
	Iteration 137Q: 3 clusters Score -3683809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3683810.750000 Penalty: 5109.422852
	Iteration 138Q: 3 clusters Score -3683811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3683812.000000 Penalty: 5109.422852
	Iteration 139Q: 3 clusters Score -3683812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3683812.500000 Penalty: 5109.422852
	Iteration 140F: 3 clusters Score -3683812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3683808.250000 Penalty: 5109.422852
	Iteration 141Q: 3 clusters Score -3683808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3683810.000000 Penalty: 5109.422852
	Iteration 142Q: 3 clusters Score -3683810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3683811.000000 Penalty: 5109.422852
	Iteration 143Q: 3 clusters Score -3683811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3683809.250000 Penalty: 5109.422852
	Iteration 144Q: 3 clusters Score -3683809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3683809.250000 Penalty: 5109.422852
	Iteration 145F: 3 clusters Score -3683809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -25345.718750 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -25345.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24284.207031 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -24284.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24951.572266 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -24951.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25300.873047 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -25300.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25464.312500 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -25464.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25550.638672 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -25550.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25586.037109 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -25586.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25590.029297 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -25590.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25604.732422 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -25604.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25659.123047 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -25659.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25687.517578 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -25687.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25687.517578 Penalty: 2843.737305
	Iteration 10F: 3 clusters Score -25687.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 110 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 199 members 
Entering Unmasked Estep 
Score: -142006816.000000 Penalty: 166335.640625
Splitting cluster 34 changes total score from -142008560.000000 to -142006816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Entering Unmasked Estep 
Score: -899563.187500 Penalty: 2233.188232
	Iteration 0F: 2 clusters Score -899563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -893117.562500 Penalty: 4466.376465
	Iteration 0F: 3 clusters Score -893117.6 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -895136.562500 Penalty: 4466.376465
	Iteration 1F: 3 clusters Score -895136.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -895718.000000 Penalty: 4466.376465
	Iteration 2F: 3 clusters Score -895718 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -896368.750000 Penalty: 4466.376465
	Iteration 3F: 3 clusters Score -896368.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -897053.375000 Penalty: 4466.376465
	Iteration 4F: 3 clusters Score -897053.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -897616.250000 Penalty: 4466.376465
	Iteration 5F: 3 clusters Score -897616.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -898002.312500 Penalty: 4466.376465
	Iteration 6F: 3 clusters Score -898002.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -898249.687500 Penalty: 4466.376465
	Iteration 7Q: 3 clusters Score -898249.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -898430.500000 Penalty: 4466.376465
	Iteration 8Q: 3 clusters Score -898430.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -898585.000000 Penalty: 4466.376465
	Iteration 9Q: 3 clusters Score -898585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -898720.062500 Penalty: 4466.376465
	Iteration 10Q: 3 clusters Score -898720.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -898852.437500 Penalty: 4466.376465
	Iteration 11Q: 3 clusters Score -898852.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -898947.250000 Penalty: 4466.376465
	Iteration 12Q: 3 clusters Score -898947.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -899016.375000 Penalty: 4466.376465
	Iteration 13Q: 3 clusters Score -899016.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -899075.187500 Penalty: 4466.376465
	Iteration 14Q: 3 clusters Score -899075.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -899137.437500 Penalty: 4466.376465
	Iteration 15Q: 3 clusters Score -899137.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -899175.812500 Penalty: 4466.376465
	Iteration 16Q: 3 clusters Score -899175.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -899203.062500 Penalty: 4466.376465
	Iteration 17Q: 3 clusters Score -899203.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -899214.937500 Penalty: 4466.376465
	Iteration 18Q: 3 clusters Score -899214.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -899228.250000 Penalty: 4466.376465
	Iteration 19Q: 3 clusters Score -899228.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -899236.250000 Penalty: 4466.376465
	Iteration 20F: 3 clusters Score -899236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -899245.312500 Penalty: 4466.376465
	Iteration 21Q: 3 clusters Score -899245.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -899256.562500 Penalty: 4466.376465
	Iteration 22Q: 3 clusters Score -899256.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -899268.437500 Penalty: 4466.376465
	Iteration 23Q: 3 clusters Score -899268.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -899279.687500 Penalty: 4466.376465
	Iteration 24Q: 3 clusters Score -899279.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -899287.937500 Penalty: 4466.376465
	Iteration 25Q: 3 clusters Score -899287.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -899296.687500 Penalty: 4466.376465
	Iteration 26Q: 3 clusters Score -899296.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -899308.875000 Penalty: 4466.376465
	Iteration 27Q: 3 clusters Score -899308.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -899317.812500 Penalty: 4466.376465
	Iteration 28Q: 3 clusters Score -899317.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -899327.437500 Penalty: 4466.376465
	Iteration 29Q: 3 clusters Score -899327.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -899339.562500 Penalty: 4466.376465
	Iteration 30Q: 3 clusters Score -899339.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -899351.562500 Penalty: 4466.376465
	Iteration 31Q: 3 clusters Score -899351.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -899360.000000 Penalty: 4466.376465
	Iteration 32Q: 3 clusters Score -899360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -899370.187500 Penalty: 4466.376465
	Iteration 33Q: 3 clusters Score -899370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -899381.187500 Penalty: 4466.376465
	Iteration 34Q: 3 clusters Score -899381.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -899392.375000 Penalty: 4466.376465
	Iteration 35Q: 3 clusters Score -899392.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -899401.000000 Penalty: 4466.376465
	Iteration 36Q: 3 clusters Score -899401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -899408.125000 Penalty: 4466.376465
	Iteration 37Q: 3 clusters Score -899408.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -899418.875000 Penalty: 4466.376465
	Iteration 38Q: 3 clusters Score -899418.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -899422.500000 Penalty: 4466.376465
	Iteration 39Q: 3 clusters Score -899422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -899424.312500 Penalty: 4466.376465
	Iteration 40F: 3 clusters Score -899424.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -899428.687500 Penalty: 4466.376465
	Iteration 41Q: 3 clusters Score -899428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -899430.187500 Penalty: 4466.376465
	Iteration 42Q: 3 clusters Score -899430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -899431.000000 Penalty: 4466.376465
	Iteration 43Q: 3 clusters Score -899431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -899433.875000 Penalty: 4466.376465
	Iteration 44Q: 3 clusters Score -899433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -899431.812500 Penalty: 4466.376465
	Iteration 45Q: 3 clusters Score -899431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -899432.687500 Penalty: 4466.376465
	Iteration 46Q: 3 clusters Score -899432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -899433.875000 Penalty: 4466.376465
	Iteration 47Q: 3 clusters Score -899433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -899433.312500 Penalty: 4466.376465
	Iteration 48Q: 3 clusters Score -899433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -899433.812500 Penalty: 4466.376465
	Iteration 49Q: 3 clusters Score -899433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -899435.562500 Penalty: 4466.376465
	Iteration 50Q: 3 clusters Score -899435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -899435.937500 Penalty: 4466.376465
	Iteration 51Q: 3 clusters Score -899435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -899438.125000 Penalty: 4466.376465
	Iteration 52Q: 3 clusters Score -899438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -899437.562500 Penalty: 4466.376465
	Iteration 53Q: 3 clusters Score -899437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -899438.687500 Penalty: 4466.376465
	Iteration 54Q: 3 clusters Score -899438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -899439.875000 Penalty: 4466.376465
	Iteration 55Q: 3 clusters Score -899439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -899441.187500 Penalty: 4466.376465
	Iteration 56Q: 3 clusters Score -899441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -899441.937500 Penalty: 4466.376465
	Iteration 57Q: 3 clusters Score -899441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -899441.937500 Penalty: 4466.376465
	Iteration 58F: 3 clusters Score -899441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Entering Unmasked Estep 
Score: -1808182.500000 Penalty: 2383.476807
	Iteration 0F: 2 clusters Score -1808182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1797399.500000 Penalty: 4766.953613
	Iteration 0F: 3 clusters Score -1797400 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1800985.875000 Penalty: 4766.953613
	Iteration 1F: 3 clusters Score -1800986 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1801506.250000 Penalty: 4766.953613
	Iteration 2F: 3 clusters Score -1801506 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1802177.625000 Penalty: 4766.953613
	Iteration 3F: 3 clusters Score -1802178 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1803145.500000 Penalty: 4766.953613
	Iteration 4F: 3 clusters Score -1803146 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1804387.750000 Penalty: 4766.953613
	Iteration 5F: 3 clusters Score -1804388 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1805416.750000 Penalty: 4766.953613
	Iteration 6F: 3 clusters Score -1805417 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1806125.875000 Penalty: 4766.953613
	Iteration 7F: 3 clusters Score -1806126 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1806577.625000 Penalty: 4766.953613
	Iteration 8Q: 3 clusters Score -1806578 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1806913.250000 Penalty: 4766.953613
	Iteration 9Q: 3 clusters Score -1806913 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1807203.125000 Penalty: 4766.953613
	Iteration 10Q: 3 clusters Score -1807203 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1807436.375000 Penalty: 4766.953613
	Iteration 11Q: 3 clusters Score -1807436 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1807596.250000 Penalty: 4766.953613
	Iteration 12Q: 3 clusters Score -1807596 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1807721.125000 Penalty: 4766.953613
	Iteration 13Q: 3 clusters Score -1807721 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1807807.000000 Penalty: 4766.953613
	Iteration 14Q: 3 clusters Score -1807807 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1807875.625000 Penalty: 4766.953613
	Iteration 15Q: 3 clusters Score -1807876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1807916.000000 Penalty: 4766.953613
	Iteration 16Q: 3 clusters Score -1807916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1807959.000000 Penalty: 4766.953613
	Iteration 17Q: 3 clusters Score -1807959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1807980.250000 Penalty: 4766.953613
	Iteration 18Q: 3 clusters Score -1807980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1808003.750000 Penalty: 4766.953613
	Iteration 19Q: 3 clusters Score -1808004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1808013.500000 Penalty: 4766.953613
	Iteration 20F: 3 clusters Score -1808014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1808031.000000 Penalty: 4766.953613
	Iteration 21Q: 3 clusters Score -1808031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1808037.875000 Penalty: 4766.953613
	Iteration 22Q: 3 clusters Score -1808038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1808048.875000 Penalty: 4766.953613
	Iteration 23Q: 3 clusters Score -1808049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1808068.750000 Penalty: 4766.953613
	Iteration 24Q: 3 clusters Score -1808069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1808074.875000 Penalty: 4766.953613
	Iteration 25Q: 3 clusters Score -1808075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1808074.375000 Penalty: 4766.953613
	Iteration 26Q: 3 clusters Score -1808074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1808086.625000 Penalty: 4766.953613
	Iteration 27Q: 3 clusters Score -1808087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1808087.250000 Penalty: 4766.953613
	Iteration 28Q: 3 clusters Score -1808087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1808089.250000 Penalty: 4766.953613
	Iteration 29Q: 3 clusters Score -1808089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1808095.750000 Penalty: 4766.953613
	Iteration 30Q: 3 clusters Score -1808096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1808105.125000 Penalty: 4766.953613
	Iteration 31Q: 3 clusters Score -1808105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1808108.000000 Penalty: 4766.953613
	Iteration 32Q: 3 clusters Score -1808108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1808107.500000 Penalty: 4766.953613
	Iteration 33Q: 3 clusters Score -1808108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1808108.750000 Penalty: 4766.953613
	Iteration 34Q: 3 clusters Score -1808109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1808107.500000 Penalty: 4766.953613
	Iteration 35Q: 3 clusters Score -1808108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1808112.750000 Penalty: 4766.953613
	Iteration 36Q: 3 clusters Score -1808113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1808109.250000 Penalty: 4766.953613
	Iteration 37Q: 3 clusters Score -1808109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1808110.000000 Penalty: 4766.953613
	Iteration 38Q: 3 clusters Score -1808110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1808119.500000 Penalty: 4766.953613
	Iteration 39Q: 3 clusters Score -1808120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1808121.875000 Penalty: 4766.953613
	Iteration 40F: 3 clusters Score -1808122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1808117.375000 Penalty: 4766.953613
	Iteration 41Q: 3 clusters Score -1808117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1808121.000000 Penalty: 4766.953613
	Iteration 42Q: 3 clusters Score -1808121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1808125.125000 Penalty: 4766.953613
	Iteration 43Q: 3 clusters Score -1808125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1808124.625000 Penalty: 4766.953613
	Iteration 44Q: 3 clusters Score -1808125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1808131.500000 Penalty: 4766.953613
	Iteration 45Q: 3 clusters Score -1808132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1808131.250000 Penalty: 4766.953613
	Iteration 46Q: 3 clusters Score -1808131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1808130.625000 Penalty: 4766.953613
	Iteration 47Q: 3 clusters Score -1808131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1808137.125000 Penalty: 4766.953613
	Iteration 48Q: 3 clusters Score -1808137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1808138.875000 Penalty: 4766.953613
	Iteration 49Q: 3 clusters Score -1808139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1808137.500000 Penalty: 4766.953613
	Iteration 50Q: 3 clusters Score -1808138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1808143.625000 Penalty: 4766.953613
	Iteration 51Q: 3 clusters Score -1808144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1808142.000000 Penalty: 4766.953613
	Iteration 52Q: 3 clusters Score -1808142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1808141.250000 Penalty: 4766.953613
	Iteration 53Q: 3 clusters Score -1808141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1808139.375000 Penalty: 4766.953613
	Iteration 54Q: 3 clusters Score -1808139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1808138.000000 Penalty: 4766.953613
	Iteration 55Q: 3 clusters Score -1808138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1808141.500000 Penalty: 4766.953613
	Iteration 56Q: 3 clusters Score -1808142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1808141.375000 Penalty: 4766.953613
	Iteration 57Q: 3 clusters Score -1808141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1808145.125000 Penalty: 4766.953613
	Iteration 58Q: 3 clusters Score -1808145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1808146.625000 Penalty: 4766.953613
	Iteration 59Q: 3 clusters Score -1808147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1808149.000000 Penalty: 4766.953613
	Iteration 60F: 3 clusters Score -1808149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1808146.125000 Penalty: 4766.953613
	Iteration 61Q: 3 clusters Score -1808146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1808146.375000 Penalty: 4766.953613
	Iteration 62Q: 3 clusters Score -1808146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1808149.125000 Penalty: 4766.953613
	Iteration 63Q: 3 clusters Score -1808149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1808149.125000 Penalty: 4766.953613
	Iteration 64Q: 3 clusters Score -1808149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1808149.750000 Penalty: 4766.953613
	Iteration 65Q: 3 clusters Score -1808150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1808148.625000 Penalty: 4766.953613
	Iteration 66Q: 3 clusters Score -1808149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1808146.250000 Penalty: 4766.953613
	Iteration 67Q: 3 clusters Score -1808146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1808144.625000 Penalty: 4766.953613
	Iteration 68Q: 3 clusters Score -1808145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1808146.625000 Penalty: 4766.953613
	Iteration 69Q: 3 clusters Score -1808147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1808144.250000 Penalty: 4766.953613
	Iteration 70Q: 3 clusters Score -1808144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1808150.375000 Penalty: 4766.953613
	Iteration 71Q: 3 clusters Score -1808150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1808151.375000 Penalty: 4766.953613
	Iteration 72Q: 3 clusters Score -1808151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1808150.000000 Penalty: 4766.953613
	Iteration 73Q: 3 clusters Score -1808150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1808151.125000 Penalty: 4766.953613
	Iteration 74Q: 3 clusters Score -1808151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1808151.125000 Penalty: 4766.953613
	Iteration 75F: 3 clusters Score -1808151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Entering Unmasked Estep 
Score: -2197614.250000 Penalty: 2419.409424
	Iteration 0F: 2 clusters Score -2197614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2185402.750000 Penalty: 4838.818848
	Iteration 0F: 3 clusters Score -2185403 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2189506.750000 Penalty: 4838.818848
	Iteration 1F: 3 clusters Score -2189507 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2189922.250000 Penalty: 4838.818848
	Iteration 2F: 3 clusters Score -2189922 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2190258.500000 Penalty: 4838.818848
	Iteration 3Q: 3 clusters Score -2190258 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2190600.500000 Penalty: 4838.818848
	Iteration 4Q: 3 clusters Score -2190600 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2190972.000000 Penalty: 4838.818848
	Iteration 5Q: 3 clusters Score -2190972 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2191359.250000 Penalty: 4838.818848
	Iteration 6Q: 3 clusters Score -2191359 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2191818.250000 Penalty: 4838.818848
	Iteration 7Q: 3 clusters Score -2191818 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2192340.750000 Penalty: 4838.818848
	Iteration 8F: 3 clusters Score -2192341 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2192931.250000 Penalty: 4838.818848
	Iteration 9F: 3 clusters Score -2192931 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2193555.000000 Penalty: 4838.818848
	Iteration 10F: 3 clusters Score -2193555 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2194128.500000 Penalty: 4838.818848
	Iteration 11Q: 3 clusters Score -2194128 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2194544.750000 Penalty: 4838.818848
	Iteration 12Q: 3 clusters Score -2194545 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2194741.500000 Penalty: 4838.818848
	Iteration 13Q: 3 clusters Score -2194742 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2194845.750000 Penalty: 4838.818848
	Iteration 14Q: 3 clusters Score -2194846 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2194914.500000 Penalty: 4838.818848
	Iteration 15Q: 3 clusters Score -2194914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2194956.500000 Penalty: 4838.818848
	Iteration 16Q: 3 clusters Score -2194956 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2194989.250000 Penalty: 4838.818848
	Iteration 17Q: 3 clusters Score -2194989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2195017.500000 Penalty: 4838.818848
	Iteration 18Q: 3 clusters Score -2195018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2195032.750000 Penalty: 4838.818848
	Iteration 19Q: 3 clusters Score -2195033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2195052.000000 Penalty: 4838.818848
	Iteration 20F: 3 clusters Score -2195052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2195066.500000 Penalty: 4838.818848
	Iteration 21Q: 3 clusters Score -2195066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2195079.000000 Penalty: 4838.818848
	Iteration 22Q: 3 clusters Score -2195079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2195101.500000 Penalty: 4838.818848
	Iteration 23Q: 3 clusters Score -2195102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2195115.500000 Penalty: 4838.818848
	Iteration 24Q: 3 clusters Score -2195116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2195134.250000 Penalty: 4838.818848
	Iteration 25Q: 3 clusters Score -2195134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2195155.250000 Penalty: 4838.818848
	Iteration 26Q: 3 clusters Score -2195155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2195169.250000 Penalty: 4838.818848
	Iteration 27Q: 3 clusters Score -2195169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2195181.750000 Penalty: 4838.818848
	Iteration 28Q: 3 clusters Score -2195182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2195209.250000 Penalty: 4838.818848
	Iteration 29Q: 3 clusters Score -2195209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2195224.250000 Penalty: 4838.818848
	Iteration 30Q: 3 clusters Score -2195224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2195239.500000 Penalty: 4838.818848
	Iteration 31Q: 3 clusters Score -2195240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2195255.000000 Penalty: 4838.818848
	Iteration 32Q: 3 clusters Score -2195255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2195267.750000 Penalty: 4838.818848
	Iteration 33Q: 3 clusters Score -2195268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2195274.750000 Penalty: 4838.818848
	Iteration 34Q: 3 clusters Score -2195275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2195282.250000 Penalty: 4838.818848
	Iteration 35Q: 3 clusters Score -2195282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2195286.750000 Penalty: 4838.818848
	Iteration 36Q: 3 clusters Score -2195287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2195291.000000 Penalty: 4838.818848
	Iteration 37Q: 3 clusters Score -2195291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2195305.500000 Penalty: 4838.818848
	Iteration 38Q: 3 clusters Score -2195306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2195321.000000 Penalty: 4838.818848
	Iteration 39Q: 3 clusters Score -2195321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2195329.750000 Penalty: 4838.818848
	Iteration 40F: 3 clusters Score -2195330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2195343.250000 Penalty: 4838.818848
	Iteration 41Q: 3 clusters Score -2195343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2195348.500000 Penalty: 4838.818848
	Iteration 42Q: 3 clusters Score -2195348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2195360.750000 Penalty: 4838.818848
	Iteration 43Q: 3 clusters Score -2195361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2195370.000000 Penalty: 4838.818848
	Iteration 44Q: 3 clusters Score -2195370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2195375.000000 Penalty: 4838.818848
	Iteration 45Q: 3 clusters Score -2195375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2195388.000000 Penalty: 4838.818848
	Iteration 46Q: 3 clusters Score -2195388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2195394.000000 Penalty: 4838.818848
	Iteration 47Q: 3 clusters Score -2195394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2195409.250000 Penalty: 4838.818848
	Iteration 48Q: 3 clusters Score -2195409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2195411.500000 Penalty: 4838.818848
	Iteration 49Q: 3 clusters Score -2195412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2195418.000000 Penalty: 4838.818848
	Iteration 50Q: 3 clusters Score -2195418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2195425.250000 Penalty: 4838.818848
	Iteration 51Q: 3 clusters Score -2195425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2195432.000000 Penalty: 4838.818848
	Iteration 52Q: 3 clusters Score -2195432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2195435.250000 Penalty: 4838.818848
	Iteration 53Q: 3 clusters Score -2195435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2195446.000000 Penalty: 4838.818848
	Iteration 54Q: 3 clusters Score -2195446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2195454.750000 Penalty: 4838.818848
	Iteration 55Q: 3 clusters Score -2195455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2195466.000000 Penalty: 4838.818848
	Iteration 56Q: 3 clusters Score -2195466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2195475.250000 Penalty: 4838.818848
	Iteration 57Q: 3 clusters Score -2195475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2195485.250000 Penalty: 4838.818848
	Iteration 58Q: 3 clusters Score -2195485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2195486.250000 Penalty: 4838.818848
	Iteration 59Q: 3 clusters Score -2195486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2195487.250000 Penalty: 4838.818848
	Iteration 60F: 3 clusters Score -2195487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2195497.500000 Penalty: 4838.818848
	Iteration 61Q: 3 clusters Score -2195498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2195498.250000 Penalty: 4838.818848
	Iteration 62Q: 3 clusters Score -2195498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2195516.000000 Penalty: 4838.818848
	Iteration 63Q: 3 clusters Score -2195516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2195517.500000 Penalty: 4838.818848
	Iteration 64Q: 3 clusters Score -2195518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2195519.500000 Penalty: 4838.818848
	Iteration 65Q: 3 clusters Score -2195520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2195530.000000 Penalty: 4838.818848
	Iteration 66Q: 3 clusters Score -2195530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2195533.000000 Penalty: 4838.818848
	Iteration 67Q: 3 clusters Score -2195533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2195533.750000 Penalty: 4838.818848
	Iteration 68Q: 3 clusters Score -2195534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2195538.750000 Penalty: 4838.818848
	Iteration 69Q: 3 clusters Score -2195539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2195542.750000 Penalty: 4838.818848
	Iteration 70Q: 3 clusters Score -2195543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2195542.500000 Penalty: 4838.818848
	Iteration 71Q: 3 clusters Score -2195542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2195545.500000 Penalty: 4838.818848
	Iteration 72Q: 3 clusters Score -2195546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2195551.500000 Penalty: 4838.818848
	Iteration 73Q: 3 clusters Score -2195552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2195559.000000 Penalty: 4838.818848
	Iteration 74Q: 3 clusters Score -2195559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2195561.750000 Penalty: 4838.818848
	Iteration 75Q: 3 clusters Score -2195562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2195569.750000 Penalty: 4838.818848
	Iteration 76Q: 3 clusters Score -2195570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2195574.750000 Penalty: 4838.818848
	Iteration 77Q: 3 clusters Score -2195575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2195569.750000 Penalty: 4838.818848
	Iteration 78Q: 3 clusters Score -2195570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2195571.000000 Penalty: 4838.818848
	Iteration 79Q: 3 clusters Score -2195571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2195569.750000 Penalty: 4838.818848
	Iteration 80F: 3 clusters Score -2195570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2195571.750000 Penalty: 4838.818848
	Iteration 81Q: 3 clusters Score -2195572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2195572.500000 Penalty: 4838.818848
	Iteration 82Q: 3 clusters Score -2195572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2195575.750000 Penalty: 4838.818848
	Iteration 83Q: 3 clusters Score -2195576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2195576.500000 Penalty: 4838.818848
	Iteration 84Q: 3 clusters Score -2195576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2195583.500000 Penalty: 4838.818848
	Iteration 85Q: 3 clusters Score -2195584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2195586.750000 Penalty: 4838.818848
	Iteration 86Q: 3 clusters Score -2195587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2195590.250000 Penalty: 4838.818848
	Iteration 87Q: 3 clusters Score -2195590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2195595.250000 Penalty: 4838.818848
	Iteration 88Q: 3 clusters Score -2195595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2195592.750000 Penalty: 4838.818848
	Iteration 89Q: 3 clusters Score -2195593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2195600.750000 Penalty: 4838.818848
	Iteration 90Q: 3 clusters Score -2195601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2195601.250000 Penalty: 4838.818848
	Iteration 91Q: 3 clusters Score -2195601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2195604.500000 Penalty: 4838.818848
	Iteration 92Q: 3 clusters Score -2195604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2195603.000000 Penalty: 4838.818848
	Iteration 93Q: 3 clusters Score -2195603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2195606.750000 Penalty: 4838.818848
	Iteration 94Q: 3 clusters Score -2195607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2195607.500000 Penalty: 4838.818848
	Iteration 95Q: 3 clusters Score -2195608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2195611.750000 Penalty: 4838.818848
	Iteration 96Q: 3 clusters Score -2195612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2195612.000000 Penalty: 4838.818848
	Iteration 97Q: 3 clusters Score -2195612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2195611.750000 Penalty: 4838.818848
	Iteration 98Q: 3 clusters Score -2195612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2195614.000000 Penalty: 4838.818848
	Iteration 99Q: 3 clusters Score -2195614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2195614.000000 Penalty: 4838.818848
	Iteration 100F: 3 clusters Score -2195614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2195614.500000 Penalty: 4838.818848
	Iteration 101Q: 3 clusters Score -2195614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2195613.500000 Penalty: 4838.818848
	Iteration 102Q: 3 clusters Score -2195614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2195614.500000 Penalty: 4838.818848
	Iteration 103Q: 3 clusters Score -2195614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2195612.000000 Penalty: 4838.818848
	Iteration 104Q: 3 clusters Score -2195612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2195615.500000 Penalty: 4838.818848
	Iteration 105Q: 3 clusters Score -2195616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2195618.500000 Penalty: 4838.818848
	Iteration 106Q: 3 clusters Score -2195618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2195619.250000 Penalty: 4838.818848
	Iteration 107Q: 3 clusters Score -2195619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2195619.250000 Penalty: 4838.818848
	Iteration 108F: 3 clusters Score -2195619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -99161.453125 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -99161.45 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 459 members 
Entering Unmasked Estep 
Score: -97332.617188 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -97332.62 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97795.054688 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -97795.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98204.421875 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -98204.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98507.460938 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -98507.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98709.843750 Penalty: 3389.718018
	Iteration 4F: 3 clusters Score -98709.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98914.031250 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -98914.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98989.398438 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -98989.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99050.296875 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -99050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99086.500000 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -99086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99123.265625 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -99123.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99146.507812 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -99146.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99153.914062 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -99153.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99162.851562 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -99162.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99163.960938 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -99163.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99163.960938 Penalty: 3389.718018
	Iteration 14F: 3 clusters Score -99163.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 497 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 432 members 
Entering Unmasked Estep 
Score: -142006896.000000 Penalty: 166335.640625
Splitting cluster 38 changes total score from -142008560.000000 to -142006896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (65687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Entering Unmasked Estep 
Score: -8283564.000000 Penalty: 2750.978760
	Iteration 0F: 2 clusters Score -8283564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -8239523.500000 Penalty: 5501.957520
	Iteration 0F: 3 clusters Score -8239524 nChanged 30751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -8257141.500000 Penalty: 5501.957520
	Iteration 1F: 3 clusters Score -8257142 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8258195.500000 Penalty: 5501.957520
	Iteration 2Q: 3 clusters Score -8258196 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8259461.000000 Penalty: 5501.957520
	Iteration 3Q: 3 clusters Score -8259461 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8261486.500000 Penalty: 5501.957520
	Iteration 4F: 3 clusters Score -8261486 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8264368.500000 Penalty: 5501.957520
	Iteration 5F: 3 clusters Score -8264368 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -8268349.500000 Penalty: 5501.957520
	Iteration 6F: 3 clusters Score -8268350 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -8272760.500000 Penalty: 5501.957520
	Iteration 7F: 3 clusters Score -8272760 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -8276435.000000 Penalty: 5501.957520
	Iteration 8F: 3 clusters Score -8276435 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8278871.500000 Penalty: 5501.957520
	Iteration 9Q: 3 clusters Score -8278872 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -8280205.000000 Penalty: 5501.957520
	Iteration 10Q: 3 clusters Score -8280205 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -8280777.500000 Penalty: 5501.957520
	Iteration 11Q: 3 clusters Score -8280778 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -8281029.000000 Penalty: 5501.957520
	Iteration 12Q: 3 clusters Score -8281029 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -8281144.500000 Penalty: 5501.957520
	Iteration 13Q: 3 clusters Score -8281144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -8281203.000000 Penalty: 5501.957520
	Iteration 14Q: 3 clusters Score -8281203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -8281253.500000 Penalty: 5501.957520
	Iteration 15Q: 3 clusters Score -8281254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -8281278.500000 Penalty: 5501.957520
	Iteration 16Q: 3 clusters Score -8281278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -8281307.500000 Penalty: 5501.957520
	Iteration 17Q: 3 clusters Score -8281308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -8281323.000000 Penalty: 5501.957520
	Iteration 18Q: 3 clusters Score -8281323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -8281333.000000 Penalty: 5501.957520
	Iteration 19Q: 3 clusters Score -8281333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -8281339.500000 Penalty: 5501.957520
	Iteration 20F: 3 clusters Score -8281340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -8281353.500000 Penalty: 5501.957520
	Iteration 21Q: 3 clusters Score -8281354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -8281353.000000 Penalty: 5501.957520
	Iteration 22Q: 3 clusters Score -8281353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -8281358.500000 Penalty: 5501.957520
	Iteration 23Q: 3 clusters Score -8281358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -8281360.000000 Penalty: 5501.957520
	Iteration 24Q: 3 clusters Score -8281360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -8281361.500000 Penalty: 5501.957520
	Iteration 25Q: 3 clusters Score -8281362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -8281358.000000 Penalty: 5501.957520
	Iteration 26Q: 3 clusters Score -8281358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -8281361.000000 Penalty: 5501.957520
	Iteration 27Q: 3 clusters Score -8281361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -8281359.000000 Penalty: 5501.957520
	Iteration 28Q: 3 clusters Score -8281359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -8281362.000000 Penalty: 5501.957520
	Iteration 29Q: 3 clusters Score -8281362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -8281362.000000 Penalty: 5501.957520
	Iteration 30F: 3 clusters Score -8281362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -309402.906250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -309402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306327.000000 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -306327 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -306938.656250 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -306938.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -307160.625000 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -307160.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -307358.812500 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -307358.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307497.718750 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -307497.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -307592.968750 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -307593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -307658.812500 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -307658.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -307715.718750 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -307715.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307745.968750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -307746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -307768.718750 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -307768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307780.375000 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -307780.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -307790.468750 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -307790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -307795.718750 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -307795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -307799.500000 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -307799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -307805.625000 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -307805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -307809.656250 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -307809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -307812.281250 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -307812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -307817.250000 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -307817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307824.187500 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -307824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -307830.406250 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -307830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307834.281250 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -307834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -307838.343750 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -307838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -307842.781250 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -307842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -307848.750000 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -307848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -307853.937500 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -307853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -307859.125000 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -307859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -307864.468750 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -307864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -307868.031250 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -307868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -307870.500000 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -307870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -307879.593750 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -307879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307886.125000 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -307886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -307892.750000 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -307892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -307898.937500 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -307898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -307901.468750 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -307901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -307902.468750 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -307902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307902.687500 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -307902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -307902.343750 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -307902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -307902.343750 Penalty: 3922.924561
	Iteration 37F: 3 clusters Score -307902.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -142608.875000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -142608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140622.390625 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -140622.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141202.640625 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -141202.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141538.093750 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -141538.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141781.625000 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -141781.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -141975.625000 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -141975.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -142115.281250 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -142115.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -142165.000000 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -142165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -142196.031250 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -142196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -142209.218750 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -142209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -142218.546875 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -142218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -142222.609375 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -142222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -142224.953125 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -142225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -142227.031250 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -142227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -142230.578125 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -142230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -142233.734375 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -142233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -142234.750000 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -142234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -142235.843750 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -142235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -142236.484375 Penalty: 3530.937988
	Iteration 17Q: 3 clusters Score -142236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -142237.140625 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -142237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -142237.140625 Penalty: 3530.937988
	Iteration 19F: 3 clusters Score -142237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -514728.812500 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -514728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -510731.312500 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -510731.3 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -511660.093750 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -511660.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -511835.906250 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -511835.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -511950.625000 Penalty: 4135.325195
	Iteration 3Q: 3 clusters Score -511950.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512041.125000 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -512041.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -512114.187500 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -512114.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -512182.781250 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -512182.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -512262.562500 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -512262.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -512339.781250 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -512339.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -512413.281250 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -512413.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -512501.125000 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -512501.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -512560.031250 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -512560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -512603.343750 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -512603.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -512649.500000 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -512649.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -512691.531250 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -512691.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -512734.656250 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -512734.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -512758.375000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -512758.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -512773.343750 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -512773.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -512783.125000 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -512783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -512792.593750 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -512792.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -512801.125000 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -512801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -512807.906250 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -512807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -512812.125000 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -512812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -512815.687500 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -512815.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -512819.968750 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -512820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -512823.218750 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -512823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -512827.718750 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -512827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -512830.468750 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -512830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -512832.656250 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -512832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -512834.312500 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -512834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -512836.562500 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -512836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -512839.750000 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -512839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -512843.718750 Penalty: 4135.325195
	Iteration 32Q: 3 clusters Score -512843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -512846.437500 Penalty: 4135.325195
	Iteration 33Q: 3 clusters Score -512846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -512848.906250 Penalty: 4135.325195
	Iteration 34Q: 3 clusters Score -512848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -512851.531250 Penalty: 4135.325195
	Iteration 35Q: 3 clusters Score -512851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -512853.312500 Penalty: 4135.325195
	Iteration 36Q: 3 clusters Score -512853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -512855.437500 Penalty: 4135.325195
	Iteration 37Q: 3 clusters Score -512855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -512857.062500 Penalty: 4135.325195
	Iteration 38Q: 3 clusters Score -512857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -512856.843750 Penalty: 4135.325195
	Iteration 39Q: 3 clusters Score -512856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -512860.406250 Penalty: 4135.325195
	Iteration 40F: 3 clusters Score -512860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -512862.718750 Penalty: 4135.325195
	Iteration 41Q: 3 clusters Score -512862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -512863.562500 Penalty: 4135.325195
	Iteration 42Q: 3 clusters Score -512863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -512863.687500 Penalty: 4135.325195
	Iteration 43Q: 3 clusters Score -512863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -512865.312500 Penalty: 4135.325195
	Iteration 44Q: 3 clusters Score -512865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -512865.312500 Penalty: 4135.325195
	Iteration 45F: 3 clusters Score -512865.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -769170.375000 Penalty: 2169.776367
	Iteration 0F: 2 clusters Score -769170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -763848.812500 Penalty: 4339.552734
	Iteration 0F: 3 clusters Score -763848.8 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -765203.125000 Penalty: 4339.552734
	Iteration 1F: 3 clusters Score -765203.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -765388.625000 Penalty: 4339.552734
	Iteration 2F: 3 clusters Score -765388.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -765538.187500 Penalty: 4339.552734
	Iteration 3Q: 3 clusters Score -765538.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -765662.187500 Penalty: 4339.552734
	Iteration 4Q: 3 clusters Score -765662.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -765776.000000 Penalty: 4339.552734
	Iteration 5Q: 3 clusters Score -765776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -765887.750000 Penalty: 4339.552734
	Iteration 6Q: 3 clusters Score -765887.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -765992.125000 Penalty: 4339.552734
	Iteration 7Q: 3 clusters Score -765992.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -766109.687500 Penalty: 4339.552734
	Iteration 8Q: 3 clusters Score -766109.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -766234.500000 Penalty: 4339.552734
	Iteration 9Q: 3 clusters Score -766234.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -766362.125000 Penalty: 4339.552734
	Iteration 10Q: 3 clusters Score -766362.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -766469.625000 Penalty: 4339.552734
	Iteration 11Q: 3 clusters Score -766469.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -766586.937500 Penalty: 4339.552734
	Iteration 12Q: 3 clusters Score -766586.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -766713.812500 Penalty: 4339.552734
	Iteration 13Q: 3 clusters Score -766713.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -766849.500000 Penalty: 4339.552734
	Iteration 14Q: 3 clusters Score -766849.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -766953.125000 Penalty: 4339.552734
	Iteration 15Q: 3 clusters Score -766953.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -767039.937500 Penalty: 4339.552734
	Iteration 16Q: 3 clusters Score -767039.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -767109.312500 Penalty: 4339.552734
	Iteration 17Q: 3 clusters Score -767109.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -767175.562500 Penalty: 4339.552734
	Iteration 18Q: 3 clusters Score -767175.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -767216.687500 Penalty: 4339.552734
	Iteration 19Q: 3 clusters Score -767216.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -767248.062500 Penalty: 4339.552734
	Iteration 20F: 3 clusters Score -767248.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -767278.375000 Penalty: 4339.552734
	Iteration 21Q: 3 clusters Score -767278.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -767308.437500 Penalty: 4339.552734
	Iteration 22Q: 3 clusters Score -767308.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -767325.500000 Penalty: 4339.552734
	Iteration 23Q: 3 clusters Score -767325.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -767342.250000 Penalty: 4339.552734
	Iteration 24Q: 3 clusters Score -767342.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -767351.687500 Penalty: 4339.552734
	Iteration 25Q: 3 clusters Score -767351.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -767358.375000 Penalty: 4339.552734
	Iteration 26Q: 3 clusters Score -767358.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -767360.375000 Penalty: 4339.552734
	Iteration 27Q: 3 clusters Score -767360.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -767365.500000 Penalty: 4339.552734
	Iteration 28Q: 3 clusters Score -767365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -767365.437500 Penalty: 4339.552734
	Iteration 29Q: 3 clusters Score -767365.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -767367.312500 Penalty: 4339.552734
	Iteration 30Q: 3 clusters Score -767367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -767372.062500 Penalty: 4339.552734
	Iteration 31Q: 3 clusters Score -767372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -767376.125000 Penalty: 4339.552734
	Iteration 32Q: 3 clusters Score -767376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -767379.062500 Penalty: 4339.552734
	Iteration 33Q: 3 clusters Score -767379.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -767383.562500 Penalty: 4339.552734
	Iteration 34Q: 3 clusters Score -767383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -767384.750000 Penalty: 4339.552734
	Iteration 35Q: 3 clusters Score -767384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -767390.562500 Penalty: 4339.552734
	Iteration 36Q: 3 clusters Score -767390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -767391.750000 Penalty: 4339.552734
	Iteration 37Q: 3 clusters Score -767391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -767395.750000 Penalty: 4339.552734
	Iteration 38Q: 3 clusters Score -767395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -767398.687500 Penalty: 4339.552734
	Iteration 39Q: 3 clusters Score -767398.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -767401.437500 Penalty: 4339.552734
	Iteration 40F: 3 clusters Score -767401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -767403.750000 Penalty: 4339.552734
	Iteration 41Q: 3 clusters Score -767403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -767404.937500 Penalty: 4339.552734
	Iteration 42Q: 3 clusters Score -767404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -767408.375000 Penalty: 4339.552734
	Iteration 43Q: 3 clusters Score -767408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -767412.625000 Penalty: 4339.552734
	Iteration 44Q: 3 clusters Score -767412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -767413.562500 Penalty: 4339.552734
	Iteration 45Q: 3 clusters Score -767413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -767413.500000 Penalty: 4339.552734
	Iteration 46Q: 3 clusters Score -767413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -767415.000000 Penalty: 4339.552734
	Iteration 47Q: 3 clusters Score -767415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -767415.062500 Penalty: 4339.552734
	Iteration 48Q: 3 clusters Score -767415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -767419.125000 Penalty: 4339.552734
	Iteration 49Q: 3 clusters Score -767419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -767422.312500 Penalty: 4339.552734
	Iteration 50Q: 3 clusters Score -767422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -767422.812500 Penalty: 4339.552734
	Iteration 51Q: 3 clusters Score -767422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -767426.500000 Penalty: 4339.552734
	Iteration 52Q: 3 clusters Score -767426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -767427.937500 Penalty: 4339.552734
	Iteration 53Q: 3 clusters Score -767427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -767432.937500 Penalty: 4339.552734
	Iteration 54Q: 3 clusters Score -767432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -767436.812500 Penalty: 4339.552734
	Iteration 55Q: 3 clusters Score -767436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -767438.750000 Penalty: 4339.552734
	Iteration 56Q: 3 clusters Score -767438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -767441.812500 Penalty: 4339.552734
	Iteration 57Q: 3 clusters Score -767441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -767445.000000 Penalty: 4339.552734
	Iteration 58Q: 3 clusters Score -767445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -767449.750000 Penalty: 4339.552734
	Iteration 59Q: 3 clusters Score -767449.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -767451.750000 Penalty: 4339.552734
	Iteration 60F: 3 clusters Score -767451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -767453.062500 Penalty: 4339.552734
	Iteration 61Q: 3 clusters Score -767453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -767452.562500 Penalty: 4339.552734
	Iteration 62Q: 3 clusters Score -767452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -767456.687500 Penalty: 4339.552734
	Iteration 63Q: 3 clusters Score -767456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -767459.312500 Penalty: 4339.552734
	Iteration 64Q: 3 clusters Score -767459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -767460.562500 Penalty: 4339.552734
	Iteration 65Q: 3 clusters Score -767460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -767462.000000 Penalty: 4339.552734
	Iteration 66Q: 3 clusters Score -767462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -767462.875000 Penalty: 4339.552734
	Iteration 67Q: 3 clusters Score -767462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -767465.687500 Penalty: 4339.552734
	Iteration 68Q: 3 clusters Score -767465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -767464.875000 Penalty: 4339.552734
	Iteration 69Q: 3 clusters Score -767464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -767465.375000 Penalty: 4339.552734
	Iteration 70Q: 3 clusters Score -767465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -767471.437500 Penalty: 4339.552734
	Iteration 71Q: 3 clusters Score -767471.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -767474.812500 Penalty: 4339.552734
	Iteration 72Q: 3 clusters Score -767474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -767480.312500 Penalty: 4339.552734
	Iteration 73Q: 3 clusters Score -767480.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -767483.125000 Penalty: 4339.552734
	Iteration 74Q: 3 clusters Score -767483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -767484.687500 Penalty: 4339.552734
	Iteration 75Q: 3 clusters Score -767484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -767487.500000 Penalty: 4339.552734
	Iteration 76Q: 3 clusters Score -767487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -767486.062500 Penalty: 4339.552734
	Iteration 77Q: 3 clusters Score -767486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -767487.187500 Penalty: 4339.552734
	Iteration 78Q: 3 clusters Score -767487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -767487.437500 Penalty: 4339.552734
	Iteration 79Q: 3 clusters Score -767487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -767488.187500 Penalty: 4339.552734
	Iteration 80F: 3 clusters Score -767488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -767489.000000 Penalty: 4339.552734
	Iteration 81Q: 3 clusters Score -767489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -767489.500000 Penalty: 4339.552734
	Iteration 82Q: 3 clusters Score -767489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -767489.312500 Penalty: 4339.552734
	Iteration 83Q: 3 clusters Score -767489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -767490.312500 Penalty: 4339.552734
	Iteration 84Q: 3 clusters Score -767490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -767492.312500 Penalty: 4339.552734
	Iteration 85Q: 3 clusters Score -767492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -767492.125000 Penalty: 4339.552734
	Iteration 86Q: 3 clusters Score -767492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -767492.125000 Penalty: 4339.552734
	Iteration 87F: 3 clusters Score -767492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (26830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Entering Unmasked Estep 
Score: -3416364.000000 Penalty: 2528.924561
	Iteration 0F: 2 clusters Score -3416364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3397875.250000 Penalty: 5057.849121
	Iteration 0F: 3 clusters Score -3397875 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3404442.250000 Penalty: 5057.849121
	Iteration 1F: 3 clusters Score -3404442 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3404868.000000 Penalty: 5057.849121
	Iteration 2Q: 3 clusters Score -3404868 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3405220.250000 Penalty: 5057.849121
	Iteration 3Q: 3 clusters Score -3405220 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3405536.750000 Penalty: 5057.849121
	Iteration 4Q: 3 clusters Score -3405537 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3405840.750000 Penalty: 5057.849121
	Iteration 5Q: 3 clusters Score -3405841 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3406083.750000 Penalty: 5057.849121
	Iteration 6Q: 3 clusters Score -3406084 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3406352.250000 Penalty: 5057.849121
	Iteration 7Q: 3 clusters Score -3406352 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3406568.500000 Penalty: 5057.849121
	Iteration 8Q: 3 clusters Score -3406568 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3406765.250000 Penalty: 5057.849121
	Iteration 9Q: 3 clusters Score -3406765 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3406942.500000 Penalty: 5057.849121
	Iteration 10Q: 3 clusters Score -3406942 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3407127.500000 Penalty: 5057.849121
	Iteration 11Q: 3 clusters Score -3407128 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3407315.000000 Penalty: 5057.849121
	Iteration 12Q: 3 clusters Score -3407315 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3407522.500000 Penalty: 5057.849121
	Iteration 13Q: 3 clusters Score -3407522 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3407759.500000 Penalty: 5057.849121
	Iteration 14Q: 3 clusters Score -3407760 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3408045.750000 Penalty: 5057.849121
	Iteration 15Q: 3 clusters Score -3408046 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3408374.250000 Penalty: 5057.849121
	Iteration 16Q: 3 clusters Score -3408374 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3408781.250000 Penalty: 5057.849121
	Iteration 17Q: 3 clusters Score -3408781 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3409231.750000 Penalty: 5057.849121
	Iteration 18Q: 3 clusters Score -3409232 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3409767.750000 Penalty: 5057.849121
	Iteration 19Q: 3 clusters Score -3409768 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3410363.000000 Penalty: 5057.849121
	Iteration 20F: 3 clusters Score -3410363 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3410953.500000 Penalty: 5057.849121
	Iteration 21Q: 3 clusters Score -3410954 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3411513.500000 Penalty: 5057.849121
	Iteration 22Q: 3 clusters Score -3411514 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3412048.500000 Penalty: 5057.849121
	Iteration 23Q: 3 clusters Score -3412048 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3412506.500000 Penalty: 5057.849121
	Iteration 24Q: 3 clusters Score -3412506 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3412921.250000 Penalty: 5057.849121
	Iteration 25Q: 3 clusters Score -3412921 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3413213.500000 Penalty: 5057.849121
	Iteration 26Q: 3 clusters Score -3413214 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3413451.500000 Penalty: 5057.849121
	Iteration 27Q: 3 clusters Score -3413452 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3413639.500000 Penalty: 5057.849121
	Iteration 28Q: 3 clusters Score -3413640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3413782.250000 Penalty: 5057.849121
	Iteration 29Q: 3 clusters Score -3413782 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3413896.500000 Penalty: 5057.849121
	Iteration 30Q: 3 clusters Score -3413896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3413994.250000 Penalty: 5057.849121
	Iteration 31Q: 3 clusters Score -3413994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3414057.250000 Penalty: 5057.849121
	Iteration 32Q: 3 clusters Score -3414057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3414114.500000 Penalty: 5057.849121
	Iteration 33Q: 3 clusters Score -3414114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3414146.000000 Penalty: 5057.849121
	Iteration 34Q: 3 clusters Score -3414146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3414162.750000 Penalty: 5057.849121
	Iteration 35Q: 3 clusters Score -3414163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3414173.750000 Penalty: 5057.849121
	Iteration 36Q: 3 clusters Score -3414174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3414185.250000 Penalty: 5057.849121
	Iteration 37Q: 3 clusters Score -3414185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3414193.250000 Penalty: 5057.849121
	Iteration 38Q: 3 clusters Score -3414193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3414202.250000 Penalty: 5057.849121
	Iteration 39Q: 3 clusters Score -3414202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3414208.500000 Penalty: 5057.849121
	Iteration 40F: 3 clusters Score -3414208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3414214.500000 Penalty: 5057.849121
	Iteration 41Q: 3 clusters Score -3414214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3414222.250000 Penalty: 5057.849121
	Iteration 42Q: 3 clusters Score -3414222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3414229.000000 Penalty: 5057.849121
	Iteration 43Q: 3 clusters Score -3414229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3414233.250000 Penalty: 5057.849121
	Iteration 44Q: 3 clusters Score -3414233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3414232.000000 Penalty: 5057.849121
	Iteration 45Q: 3 clusters Score -3414232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3414231.250000 Penalty: 5057.849121
	Iteration 46Q: 3 clusters Score -3414231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3414231.250000 Penalty: 5057.849121
	Iteration 47F: 3 clusters Score -3414231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -1952869.250000 Penalty: 2395.493652
	Iteration 0F: 2 clusters Score -1952869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1941572.875000 Penalty: 4790.987305
	Iteration 0F: 3 clusters Score -1941573 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1945259.000000 Penalty: 4790.987305
	Iteration 1F: 3 clusters Score -1945259 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1945687.375000 Penalty: 4790.987305
	Iteration 2F: 3 clusters Score -1945687 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1946135.000000 Penalty: 4790.987305
	Iteration 3F: 3 clusters Score -1946135 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1946634.375000 Penalty: 4790.987305
	Iteration 4F: 3 clusters Score -1946634 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1947173.000000 Penalty: 4790.987305
	Iteration 5F: 3 clusters Score -1947173 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1947793.000000 Penalty: 4790.987305
	Iteration 6F: 3 clusters Score -1947793 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1948427.500000 Penalty: 4790.987305
	Iteration 7F: 3 clusters Score -1948428 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1949044.625000 Penalty: 4790.987305
	Iteration 8F: 3 clusters Score -1949045 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1949645.750000 Penalty: 4790.987305
	Iteration 9F: 3 clusters Score -1949646 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1950122.750000 Penalty: 4790.987305
	Iteration 10Q: 3 clusters Score -1950123 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1950454.000000 Penalty: 4790.987305
	Iteration 11Q: 3 clusters Score -1950454 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1950656.875000 Penalty: 4790.987305
	Iteration 12Q: 3 clusters Score -1950657 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1950800.875000 Penalty: 4790.987305
	Iteration 13Q: 3 clusters Score -1950801 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1950910.125000 Penalty: 4790.987305
	Iteration 14Q: 3 clusters Score -1950910 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1950997.875000 Penalty: 4790.987305
	Iteration 15Q: 3 clusters Score -1950998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1951057.625000 Penalty: 4790.987305
	Iteration 16Q: 3 clusters Score -1951058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1951101.625000 Penalty: 4790.987305
	Iteration 17Q: 3 clusters Score -1951102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1951130.750000 Penalty: 4790.987305
	Iteration 18Q: 3 clusters Score -1951131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1951152.000000 Penalty: 4790.987305
	Iteration 19Q: 3 clusters Score -1951152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1951177.375000 Penalty: 4790.987305
	Iteration 20F: 3 clusters Score -1951177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1951192.875000 Penalty: 4790.987305
	Iteration 21Q: 3 clusters Score -1951193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1951197.500000 Penalty: 4790.987305
	Iteration 22Q: 3 clusters Score -1951198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1951213.875000 Penalty: 4790.987305
	Iteration 23Q: 3 clusters Score -1951214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1951228.750000 Penalty: 4790.987305
	Iteration 24Q: 3 clusters Score -1951229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1951231.000000 Penalty: 4790.987305
	Iteration 25Q: 3 clusters Score -1951231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1951234.125000 Penalty: 4790.987305
	Iteration 26Q: 3 clusters Score -1951234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1951242.375000 Penalty: 4790.987305
	Iteration 27Q: 3 clusters Score -1951242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1951244.500000 Penalty: 4790.987305
	Iteration 28Q: 3 clusters Score -1951244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1951253.125000 Penalty: 4790.987305
	Iteration 29Q: 3 clusters Score -1951253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1951258.375000 Penalty: 4790.987305
	Iteration 30Q: 3 clusters Score -1951258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1951254.875000 Penalty: 4790.987305
	Iteration 31Q: 3 clusters Score -1951255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1951260.875000 Penalty: 4790.987305
	Iteration 32Q: 3 clusters Score -1951261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1951259.125000 Penalty: 4790.987305
	Iteration 33Q: 3 clusters Score -1951259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1951262.875000 Penalty: 4790.987305
	Iteration 34Q: 3 clusters Score -1951263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1951264.000000 Penalty: 4790.987305
	Iteration 35Q: 3 clusters Score -1951264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1951264.625000 Penalty: 4790.987305
	Iteration 36Q: 3 clusters Score -1951265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1951265.000000 Penalty: 4790.987305
	Iteration 37Q: 3 clusters Score -1951265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1951262.375000 Penalty: 4790.987305
	Iteration 38Q: 3 clusters Score -1951262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1951267.500000 Penalty: 4790.987305
	Iteration 39Q: 3 clusters Score -1951268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1951274.375000 Penalty: 4790.987305
	Iteration 40F: 3 clusters Score -1951274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1951279.000000 Penalty: 4790.987305
	Iteration 41Q: 3 clusters Score -1951279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1951282.500000 Penalty: 4790.987305
	Iteration 42Q: 3 clusters Score -1951282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1951290.375000 Penalty: 4790.987305
	Iteration 43Q: 3 clusters Score -1951290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1951291.375000 Penalty: 4790.987305
	Iteration 44Q: 3 clusters Score -1951291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1951293.875000 Penalty: 4790.987305
	Iteration 45Q: 3 clusters Score -1951294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1951300.000000 Penalty: 4790.987305
	Iteration 46Q: 3 clusters Score -1951300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1951303.625000 Penalty: 4790.987305
	Iteration 47Q: 3 clusters Score -1951304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1951305.000000 Penalty: 4790.987305
	Iteration 48Q: 3 clusters Score -1951305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1951311.000000 Penalty: 4790.987305
	Iteration 49Q: 3 clusters Score -1951311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1951321.625000 Penalty: 4790.987305
	Iteration 50Q: 3 clusters Score -1951322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1951325.125000 Penalty: 4790.987305
	Iteration 51Q: 3 clusters Score -1951325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1951326.500000 Penalty: 4790.987305
	Iteration 52Q: 3 clusters Score -1951326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1951325.125000 Penalty: 4790.987305
	Iteration 53Q: 3 clusters Score -1951325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1951326.125000 Penalty: 4790.987305
	Iteration 54Q: 3 clusters Score -1951326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1951328.375000 Penalty: 4790.987305
	Iteration 55Q: 3 clusters Score -1951328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1951329.625000 Penalty: 4790.987305
	Iteration 56Q: 3 clusters Score -1951330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1951331.875000 Penalty: 4790.987305
	Iteration 57Q: 3 clusters Score -1951332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1951332.250000 Penalty: 4790.987305
	Iteration 58Q: 3 clusters Score -1951332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1951333.625000 Penalty: 4790.987305
	Iteration 59Q: 3 clusters Score -1951334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1951333.125000 Penalty: 4790.987305
	Iteration 60F: 3 clusters Score -1951333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1951333.750000 Penalty: 4790.987305
	Iteration 61Q: 3 clusters Score -1951334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1951336.250000 Penalty: 4790.987305
	Iteration 62Q: 3 clusters Score -1951336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1951345.375000 Penalty: 4790.987305
	Iteration 63Q: 3 clusters Score -1951345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1951353.500000 Penalty: 4790.987305
	Iteration 64Q: 3 clusters Score -1951354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1951356.250000 Penalty: 4790.987305
	Iteration 65Q: 3 clusters Score -1951356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1951358.000000 Penalty: 4790.987305
	Iteration 66Q: 3 clusters Score -1951358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1951364.625000 Penalty: 4790.987305
	Iteration 67Q: 3 clusters Score -1951365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1951367.875000 Penalty: 4790.987305
	Iteration 68Q: 3 clusters Score -1951368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1951368.125000 Penalty: 4790.987305
	Iteration 69Q: 3 clusters Score -1951368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1951373.125000 Penalty: 4790.987305
	Iteration 70Q: 3 clusters Score -1951373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1951368.750000 Penalty: 4790.987305
	Iteration 71Q: 3 clusters Score -1951369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1951368.375000 Penalty: 4790.987305
	Iteration 72Q: 3 clusters Score -1951368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1951368.375000 Penalty: 4790.987305
	Iteration 73F: 3 clusters Score -1951368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -92153.125000 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -92153.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90349.632812 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -90349.63 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90964.875000 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -90964.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91349.101562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -91349.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91601.906250 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -91601.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -91784.218750 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -91784.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -91998.296875 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -91998.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92299.375000 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -92299.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92437.343750 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -92437.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92547.953125 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -92547.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -92664.406250 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -92664.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92774.687500 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -92774.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -92882.335938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -92882.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92971.515625 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -92971.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92980.664062 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -92980.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -93019.148438 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -93019.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93052.460938 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -93052.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -93164.710938 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -93164.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93364.953125 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -93364.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93487.273438 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -93487.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93487.273438 Penalty: 3378.377197
	Iteration 19F: 3 clusters Score -93487.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 278 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 630 members 
Entering Unmasked Estep 
Score: -142008256.000000 Penalty: 166335.640625
Splitting cluster 46 changes total score from -142008560.000000 to -142008256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -39845.402344 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -39845.4 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 158 members 
Entering Unmasked Estep 
Score: -38527.578125 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -38527.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38671.144531 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -38671.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38757.203125 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -38757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38784.996094 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -38785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38801.496094 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -38801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38809.515625 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -38809.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38812.539062 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -38812.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38812.539062 Penalty: 2927.706055
	Iteration 7F: 3 clusters Score -38812.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51388 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 161102 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 354867 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 29065 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 11381 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 57838 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29770 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17252 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65687 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 26830 members 
Mstep: Class 45 contains 15666 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008608.000000 Penalty: 162870.312500
Iteration 159Q: 48 clusters Score -1.420086e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 14887 members 
Mstep: Class 3 contains 20660 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 51387 members 
Mstep: Class 8 contains 56612 members 
Mstep: Class 9 contains 161046 members 
Mstep: Class 10 contains 24899 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39880 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 355162 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29078 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 8947 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 11371 members 
Mstep: Class 26 contains 5179 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57850 members 
Mstep: Class 32 contains 4021 members 
Mstep: Class 33 contains 29733 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 14923 members 
Mstep: Class 37 contains 17253 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65405 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4178 members 
Mstep: Class 43 contains 6306 members 
Mstep: Class 44 contains 26887 members 
Mstep: Class 45 contains 15705 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008720.000000 Penalty: 162870.312500
Iteration 160F: 48 clusters Score -1.420087e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 20662 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10707 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 51392 members 
Mstep: Class 8 contains 56580 members 
Mstep: Class 9 contains 161001 members 
Mstep: Class 10 contains 24900 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39874 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 355438 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29088 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 11369 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57856 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29704 members 
Mstep: Class 34 contains 318 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17250 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 65143 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4179 members 
Mstep: Class 43 contains 6308 members 
Mstep: Class 44 contains 26937 members 
Mstep: Class 45 contains 15742 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008832.000000 Penalty: 162870.312500
Iteration 161Q: 48 clusters Score -1.420088e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 20664 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10706 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 51401 members 
Mstep: Class 8 contains 56556 members 
Mstep: Class 9 contains 160960 members 
Mstep: Class 10 contains 24897 members 
Mstep: Class 11 contains 12936 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 39865 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 355671 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29091 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8946 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 11362 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26175 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57879 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 29670 members 
Mstep: Class 34 contains 319 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 14921 members 
Mstep: Class 37 contains 17249 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 64906 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4180 members 
Mstep: Class 43 contains 6310 members 
Mstep: Class 44 contains 27007 members 
Mstep: Class 45 contains 15776 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008848.000000 Penalty: 162870.312500
Iteration 162Q: 48 clusters Score -1.420088e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10705 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 51405 members 
Mstep: Class 8 contains 56545 members 
Mstep: Class 9 contains 160898 members 
Mstep: Class 10 contains 24899 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 39862 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 355888 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29106 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14585 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 5394 members 
Mstep: Class 25 contains 11354 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26169 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57910 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29646 members 
Mstep: Class 34 contains 320 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17247 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 64659 members 
Mstep: Class 40 contains 2722 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4180 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27081 members 
Mstep: Class 45 contains 15797 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009120.000000 Penalty: 162870.312500
Iteration 163Q: 48 clusters Score -1.420091e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14890 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 51401 members 
Mstep: Class 8 contains 56543 members 
Mstep: Class 9 contains 160841 members 
Mstep: Class 10 contains 24893 members 
Mstep: Class 11 contains 12936 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 39856 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356098 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29118 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14582 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 11346 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57930 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29628 members 
Mstep: Class 34 contains 321 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17248 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 64428 members 
Mstep: Class 40 contains 2724 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4181 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27147 members 
Mstep: Class 45 contains 15813 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009072.000000 Penalty: 162870.312500
Iteration 164Q: 48 clusters Score -1.420091e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 14889 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51398 members 
Mstep: Class 8 contains 56542 members 
Mstep: Class 9 contains 160788 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 39849 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356288 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29131 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14580 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 5377 members 
Mstep: Class 25 contains 11334 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57964 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29610 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8152 members 
Mstep: Class 36 contains 14921 members 
Mstep: Class 37 contains 17248 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 64221 members 
Mstep: Class 40 contains 2725 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4183 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27222 members 
Mstep: Class 45 contains 15825 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009040.000000 Penalty: 162870.312500
Iteration 165Q: 48 clusters Score -1.42009e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 10698 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51402 members 
Mstep: Class 8 contains 56546 members 
Mstep: Class 9 contains 160742 members 
Mstep: Class 10 contains 24897 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 39849 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356456 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29151 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14579 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 5368 members 
Mstep: Class 25 contains 11328 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26175 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57978 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29599 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8153 members 
Mstep: Class 36 contains 14921 members 
Mstep: Class 37 contains 17245 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63999 members 
Mstep: Class 40 contains 2725 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4186 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27285 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009104.000000 Penalty: 162870.312500
Iteration 166Q: 48 clusters Score -1.420091e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14888 members 
Mstep: Class 3 contains 20696 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51414 members 
Mstep: Class 8 contains 56545 members 
Mstep: Class 9 contains 160710 members 
Mstep: Class 10 contains 24898 members 
Mstep: Class 11 contains 12926 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 39845 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5849 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356615 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29162 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 14577 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 5363 members 
Mstep: Class 25 contains 11324 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57984 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29583 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8156 members 
Mstep: Class 36 contains 14923 members 
Mstep: Class 37 contains 17246 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63786 members 
Mstep: Class 40 contains 2726 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4194 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27342 members 
Mstep: Class 45 contains 15858 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009120.000000 Penalty: 162870.312500
Iteration 167Q: 48 clusters Score -1.420091e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14890 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51428 members 
Mstep: Class 8 contains 56544 members 
Mstep: Class 9 contains 160685 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39843 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356756 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29178 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14576 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8936 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 11321 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57993 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29568 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8157 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17245 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63581 members 
Mstep: Class 40 contains 2726 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4199 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27405 members 
Mstep: Class 45 contains 15866 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009120.000000 Penalty: 162870.312500
Iteration 168Q: 48 clusters Score -1.420091e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51430 members 
Mstep: Class 8 contains 56542 members 
Mstep: Class 9 contains 160656 members 
Mstep: Class 10 contains 24888 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39842 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 356917 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29188 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14574 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 11319 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26175 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57990 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29559 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8159 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17242 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63404 members 
Mstep: Class 40 contains 2726 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4203 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27458 members 
Mstep: Class 45 contains 15875 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009344.000000 Penalty: 162870.312500
Iteration 169Q: 48 clusters Score -1.420093e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51431 members 
Mstep: Class 8 contains 56540 members 
Mstep: Class 9 contains 160632 members 
Mstep: Class 10 contains 24887 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39842 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357069 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29203 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14571 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 11317 members 
Mstep: Class 26 contains 5172 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57990 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 29553 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8159 members 
Mstep: Class 36 contains 14923 members 
Mstep: Class 37 contains 17236 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63226 members 
Mstep: Class 40 contains 2727 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4210 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27507 members 
Mstep: Class 45 contains 15885 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009184.000000 Penalty: 162870.312500
Iteration 170Q: 48 clusters Score -1.420092e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51424 members 
Mstep: Class 8 contains 56543 members 
Mstep: Class 9 contains 160609 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39840 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357197 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29216 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8922 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 11311 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26167 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57990 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29548 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8158 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17233 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 63052 members 
Mstep: Class 40 contains 2730 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4213 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27568 members 
Mstep: Class 45 contains 15890 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009024.000000 Penalty: 162870.312500
Iteration 171Q: 48 clusters Score -1.42009e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14895 members 
Mstep: Class 3 contains 20736 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51421 members 
Mstep: Class 8 contains 56547 members 
Mstep: Class 9 contains 160584 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12927 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39843 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357306 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29223 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 11310 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26164 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57991 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29543 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8159 members 
Mstep: Class 36 contains 14923 members 
Mstep: Class 37 contains 17233 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62908 members 
Mstep: Class 40 contains 2730 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4217 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 27614 members 
Mstep: Class 45 contains 15897 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009168.000000 Penalty: 162870.312500
Iteration 172Q: 48 clusters Score -1.420092e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51418 members 
Mstep: Class 8 contains 56548 members 
Mstep: Class 9 contains 160569 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12929 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39840 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357408 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29233 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14566 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8916 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 11304 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26159 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57996 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29538 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8160 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 17231 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62776 members 
Mstep: Class 40 contains 2730 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4225 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 27660 members 
Mstep: Class 45 contains 15900 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008960.000000 Penalty: 162870.312500
Iteration 173Q: 48 clusters Score -1.42009e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20748 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51419 members 
Mstep: Class 8 contains 56543 members 
Mstep: Class 9 contains 160542 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39833 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357511 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29241 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14559 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8913 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 11301 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26151 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57995 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29532 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8163 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62668 members 
Mstep: Class 40 contains 2730 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4235 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 27705 members 
Mstep: Class 45 contains 15904 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009152.000000 Penalty: 162870.312500
Iteration 174Q: 48 clusters Score -1.420092e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 14895 members 
Mstep: Class 3 contains 20754 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51420 members 
Mstep: Class 8 contains 56553 members 
Mstep: Class 9 contains 160515 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12932 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39831 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357613 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29254 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14556 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8908 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 11296 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26147 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 57989 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29530 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8164 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17231 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62528 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27752 members 
Mstep: Class 45 contains 15911 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009232.000000 Penalty: 162870.312500
Iteration 175Q: 48 clusters Score -1.420092e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51425 members 
Mstep: Class 8 contains 56560 members 
Mstep: Class 9 contains 160490 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357710 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29273 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14554 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 11291 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26148 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29524 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8165 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62384 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27787 members 
Mstep: Class 45 contains 15916 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009280.000000 Penalty: 162870.312500
Iteration 176Q: 48 clusters Score -1.420093e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20767 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10694 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51430 members 
Mstep: Class 8 contains 56557 members 
Mstep: Class 9 contains 160458 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12933 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357824 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29294 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 11285 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26146 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58000 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29520 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8165 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17231 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62247 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27821 members 
Mstep: Class 45 contains 15920 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009184.000000 Penalty: 162870.312500
Iteration 177Q: 48 clusters Score -1.420092e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20772 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51427 members 
Mstep: Class 8 contains 56551 members 
Mstep: Class 9 contains 160434 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12933 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 357955 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29312 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8909 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 11283 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26144 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29518 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17232 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 62105 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27852 members 
Mstep: Class 45 contains 15923 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009264.000000 Penalty: 162870.312500
Iteration 178Q: 48 clusters Score -1.420093e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20779 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51428 members 
Mstep: Class 8 contains 56560 members 
Mstep: Class 9 contains 160407 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 39825 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358041 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29334 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 11283 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26140 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29515 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17233 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61983 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27887 members 
Mstep: Class 45 contains 15925 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009296.000000 Penalty: 162870.312500
Iteration 179Q: 48 clusters Score -1.420093e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20786 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51436 members 
Mstep: Class 8 contains 56564 members 
Mstep: Class 9 contains 160385 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12944 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 39823 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358108 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29353 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 11284 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26137 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58010 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29506 members 
Mstep: Class 34 contains 322 members 
Mstep: Class 35 contains 8168 members 
Mstep: Class 36 contains 14929 members 
Mstep: Class 37 contains 17234 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61862 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27923 members 
Mstep: Class 45 contains 15931 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009360.000000 Penalty: 162870.312500
Iteration 180F: 48 clusters Score -1.420094e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51441 members 
Mstep: Class 8 contains 56565 members 
Mstep: Class 9 contains 160359 members 
Mstep: Class 10 contains 24874 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 39822 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358196 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14553 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 11280 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26136 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58024 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29498 members 
Mstep: Class 34 contains 325 members 
Mstep: Class 35 contains 8168 members 
Mstep: Class 36 contains 14928 members 
Mstep: Class 37 contains 17232 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61754 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27944 members 
Mstep: Class 45 contains 15937 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009280.000000 Penalty: 162870.312500
Iteration 181Q: 48 clusters Score -1.420093e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51453 members 
Mstep: Class 8 contains 56572 members 
Mstep: Class 9 contains 160335 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358268 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29394 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14552 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 11275 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26132 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58035 members 
Mstep: Class 32 contains 4016 members 
Mstep: Class 33 contains 29492 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 17234 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61645 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 27973 members 
Mstep: Class 45 contains 15941 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009520.000000 Penalty: 162870.312500
Iteration 182Q: 48 clusters Score -1.420095e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51459 members 
Mstep: Class 8 contains 56581 members 
Mstep: Class 9 contains 160316 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 39816 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358366 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29402 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14552 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11273 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26122 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58048 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 29483 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8166 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 17230 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61520 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28002 members 
Mstep: Class 45 contains 15948 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009488.000000 Penalty: 162870.312500
Iteration 183Q: 48 clusters Score -1.420095e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 20792 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51463 members 
Mstep: Class 8 contains 56579 members 
Mstep: Class 9 contains 160298 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12939 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358460 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29414 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14551 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8880 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11266 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26115 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58056 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 29479 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8166 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 17230 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61399 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28036 members 
Mstep: Class 45 contains 15953 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009488.000000 Penalty: 162870.312500
Iteration 184Q: 48 clusters Score -1.420095e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51469 members 
Mstep: Class 8 contains 56572 members 
Mstep: Class 9 contains 160284 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12941 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39822 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358560 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29425 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14550 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11265 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26113 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58057 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 29469 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 17231 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61279 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28059 members 
Mstep: Class 45 contains 15964 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009424.000000 Penalty: 162870.312500
Iteration 185Q: 48 clusters Score -1.420094e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 20800 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51476 members 
Mstep: Class 8 contains 56570 members 
Mstep: Class 9 contains 160269 members 
Mstep: Class 10 contains 24873 members 
Mstep: Class 11 contains 12948 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39821 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358631 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29440 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8869 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11264 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26114 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58052 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29461 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8168 members 
Mstep: Class 36 contains 14927 members 
Mstep: Class 37 contains 17230 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61185 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28083 members 
Mstep: Class 45 contains 15975 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009504.000000 Penalty: 162870.312500
Iteration 186Q: 48 clusters Score -1.420095e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 14904 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51480 members 
Mstep: Class 8 contains 56575 members 
Mstep: Class 9 contains 160254 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12955 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39820 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358712 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29461 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14549 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11260 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26111 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58052 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29454 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8169 members 
Mstep: Class 36 contains 14926 members 
Mstep: Class 37 contains 17228 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 61073 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28106 members 
Mstep: Class 45 contains 15983 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009440.000000 Penalty: 162870.312500
Iteration 187Q: 48 clusters Score -1.420094e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20795 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51483 members 
Mstep: Class 8 contains 56568 members 
Mstep: Class 9 contains 160246 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 39818 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358814 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29477 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14548 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11256 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26111 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58053 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29450 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8170 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17231 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60942 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28125 members 
Mstep: Class 45 contains 15992 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009472.000000 Penalty: 162870.312500
Iteration 188Q: 48 clusters Score -1.420095e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51487 members 
Mstep: Class 8 contains 56556 members 
Mstep: Class 9 contains 160226 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12953 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 39817 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 358935 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29493 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14548 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11253 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26107 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58056 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29442 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8170 members 
Mstep: Class 36 contains 14925 members 
Mstep: Class 37 contains 17236 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60819 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28139 members 
Mstep: Class 45 contains 16001 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009664.000000 Penalty: 162870.312500
Iteration 189Q: 48 clusters Score -1.420097e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51487 members 
Mstep: Class 8 contains 56544 members 
Mstep: Class 9 contains 160208 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12949 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359059 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29510 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14548 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26104 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58060 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29439 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8171 members 
Mstep: Class 36 contains 14924 members 
Mstep: Class 37 contains 17237 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60692 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28161 members 
Mstep: Class 45 contains 16002 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009632.000000 Penalty: 162870.312500
Iteration 190Q: 48 clusters Score -1.420096e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14900 members 
Mstep: Class 3 contains 20797 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51490 members 
Mstep: Class 8 contains 56538 members 
Mstep: Class 9 contains 160197 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12943 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359177 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8881 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11250 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26100 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58055 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29434 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8172 members 
Mstep: Class 36 contains 14922 members 
Mstep: Class 37 contains 17234 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60572 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28187 members 
Mstep: Class 45 contains 16008 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009632.000000 Penalty: 162870.312500
Iteration 191Q: 48 clusters Score -1.420096e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20799 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 56527 members 
Mstep: Class 9 contains 160184 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39818 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359290 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29527 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11248 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26097 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58058 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29429 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8173 members 
Mstep: Class 36 contains 14921 members 
Mstep: Class 37 contains 17235 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60445 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28205 members 
Mstep: Class 45 contains 16010 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 162870.312500
Iteration 192Q: 48 clusters Score -1.420097e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20801 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51502 members 
Mstep: Class 8 contains 56518 members 
Mstep: Class 9 contains 160177 members 
Mstep: Class 10 contains 24884 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39818 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359388 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8889 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 11245 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26094 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58062 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29427 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8172 members 
Mstep: Class 36 contains 14920 members 
Mstep: Class 37 contains 17237 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60324 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28221 members 
Mstep: Class 45 contains 16011 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009648.000000 Penalty: 162870.312500
Iteration 193Q: 48 clusters Score -1.420096e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20808 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56517 members 
Mstep: Class 9 contains 160163 members 
Mstep: Class 10 contains 24886 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359488 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11243 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58055 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29426 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8173 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17234 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60224 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28236 members 
Mstep: Class 45 contains 16012 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009728.000000 Penalty: 162870.312500
Iteration 194Q: 48 clusters Score -1.420097e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51507 members 
Mstep: Class 8 contains 56512 members 
Mstep: Class 9 contains 160153 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39817 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359560 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11240 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26097 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58049 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29425 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8173 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17235 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60136 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28252 members 
Mstep: Class 45 contains 16014 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009712.000000 Penalty: 162870.312500
Iteration 195Q: 48 clusters Score -1.420097e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20819 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 56506 members 
Mstep: Class 9 contains 160142 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39815 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359642 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29580 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11238 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26100 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58044 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29422 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8174 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17233 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 60052 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28258 members 
Mstep: Class 45 contains 16015 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009904.000000 Penalty: 162870.312500
Iteration 196Q: 48 clusters Score -1.420099e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20826 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51507 members 
Mstep: Class 8 contains 56505 members 
Mstep: Class 9 contains 160140 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 12938 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39811 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359693 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29591 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26099 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58050 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29421 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8175 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17232 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59975 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28271 members 
Mstep: Class 45 contains 16016 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009888.000000 Penalty: 162870.312500
Iteration 197Q: 48 clusters Score -1.420099e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20831 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51510 members 
Mstep: Class 8 contains 56508 members 
Mstep: Class 9 contains 160132 members 
Mstep: Class 10 contains 24887 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39806 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29604 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26099 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58056 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29419 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17232 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59899 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28284 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009920.000000 Penalty: 162870.312500
Iteration 198Q: 48 clusters Score -1.420099e+08 nChanged 174
Entering ConstructFrom: 
Score: -142009920.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (37715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Entering Unmasked Estep 
Score: -4654494.000000 Penalty: 2613.377686
	Iteration 0F: 2 clusters Score -4654494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4628779.500000 Penalty: 5226.755371
	Iteration 0F: 3 clusters Score -4628780 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4638477.000000 Penalty: 5226.755371
	Iteration 1F: 3 clusters Score -4638477 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4639351.000000 Penalty: 5226.755371
	Iteration 2Q: 3 clusters Score -4639351 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4640559.500000 Penalty: 5226.755371
	Iteration 3F: 3 clusters Score -4640560 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4642149.000000 Penalty: 5226.755371
	Iteration 4F: 3 clusters Score -4642149 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4643738.000000 Penalty: 5226.755371
	Iteration 5F: 3 clusters Score -4643738 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4645174.500000 Penalty: 5226.755371
	Iteration 6F: 3 clusters Score -4645174 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4646282.000000 Penalty: 5226.755371
	Iteration 7F: 3 clusters Score -4646282 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4647149.500000 Penalty: 5226.755371
	Iteration 8Q: 3 clusters Score -4647150 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4647786.500000 Penalty: 5226.755371
	Iteration 9Q: 3 clusters Score -4647786 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4648314.500000 Penalty: 5226.755371
	Iteration 10Q: 3 clusters Score -4648314 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4648823.000000 Penalty: 5226.755371
	Iteration 11Q: 3 clusters Score -4648823 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4649341.000000 Penalty: 5226.755371
	Iteration 12Q: 3 clusters Score -4649341 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4649863.500000 Penalty: 5226.755371
	Iteration 13Q: 3 clusters Score -4649864 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4650336.500000 Penalty: 5226.755371
	Iteration 14Q: 3 clusters Score -4650336 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4650759.500000 Penalty: 5226.755371
	Iteration 15Q: 3 clusters Score -4650760 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -4651169.000000 Penalty: 5226.755371
	Iteration 16Q: 3 clusters Score -4651169 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4651537.000000 Penalty: 5226.755371
	Iteration 17Q: 3 clusters Score -4651537 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4651854.000000 Penalty: 5226.755371
	Iteration 18Q: 3 clusters Score -4651854 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4652210.500000 Penalty: 5226.755371
	Iteration 19Q: 3 clusters Score -4652210 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4652558.500000 Penalty: 5226.755371
	Iteration 20F: 3 clusters Score -4652558 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4652831.500000 Penalty: 5226.755371
	Iteration 21Q: 3 clusters Score -4652832 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4653113.000000 Penalty: 5226.755371
	Iteration 22Q: 3 clusters Score -4653113 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4653348.500000 Penalty: 5226.755371
	Iteration 23Q: 3 clusters Score -4653348 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4653520.000000 Penalty: 5226.755371
	Iteration 24Q: 3 clusters Score -4653520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4653627.000000 Penalty: 5226.755371
	Iteration 25Q: 3 clusters Score -4653627 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4653713.500000 Penalty: 5226.755371
	Iteration 26Q: 3 clusters Score -4653714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4653773.000000 Penalty: 5226.755371
	Iteration 27Q: 3 clusters Score -4653773 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4653814.000000 Penalty: 5226.755371
	Iteration 28Q: 3 clusters Score -4653814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4653846.000000 Penalty: 5226.755371
	Iteration 29Q: 3 clusters Score -4653846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4653874.000000 Penalty: 5226.755371
	Iteration 30Q: 3 clusters Score -4653874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4653905.000000 Penalty: 5226.755371
	Iteration 31Q: 3 clusters Score -4653905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4653940.000000 Penalty: 5226.755371
	Iteration 32Q: 3 clusters Score -4653940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4653944.000000 Penalty: 5226.755371
	Iteration 33Q: 3 clusters Score -4653944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4653954.000000 Penalty: 5226.755371
	Iteration 34Q: 3 clusters Score -4653954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4653964.000000 Penalty: 5226.755371
	Iteration 35Q: 3 clusters Score -4653964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4653974.500000 Penalty: 5226.755371
	Iteration 36Q: 3 clusters Score -4653974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4653976.000000 Penalty: 5226.755371
	Iteration 37Q: 3 clusters Score -4653976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4653988.000000 Penalty: 5226.755371
	Iteration 38Q: 3 clusters Score -4653988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4654003.500000 Penalty: 5226.755371
	Iteration 39Q: 3 clusters Score -4654004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4654006.000000 Penalty: 5226.755371
	Iteration 40F: 3 clusters Score -4654006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4654011.000000 Penalty: 5226.755371
	Iteration 41Q: 3 clusters Score -4654011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4654014.500000 Penalty: 5226.755371
	Iteration 42Q: 3 clusters Score -4654014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4654008.500000 Penalty: 5226.755371
	Iteration 43Q: 3 clusters Score -4654008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4654006.500000 Penalty: 5226.755371
	Iteration 44Q: 3 clusters Score -4654006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4654012.000000 Penalty: 5226.755371
	Iteration 45Q: 3 clusters Score -4654012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4654033.500000 Penalty: 5226.755371
	Iteration 46Q: 3 clusters Score -4654034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4654037.000000 Penalty: 5226.755371
	Iteration 47Q: 3 clusters Score -4654037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4654052.500000 Penalty: 5226.755371
	Iteration 48Q: 3 clusters Score -4654052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -4654058.500000 Penalty: 5226.755371
	Iteration 49Q: 3 clusters Score -4654058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4654056.500000 Penalty: 5226.755371
	Iteration 50Q: 3 clusters Score -4654056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4654048.000000 Penalty: 5226.755371
	Iteration 51Q: 3 clusters Score -4654048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4654050.500000 Penalty: 5226.755371
	Iteration 52Q: 3 clusters Score -4654050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4654047.500000 Penalty: 5226.755371
	Iteration 53Q: 3 clusters Score -4654048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4654048.000000 Penalty: 5226.755371
	Iteration 54Q: 3 clusters Score -4654048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4654053.500000 Penalty: 5226.755371
	Iteration 55Q: 3 clusters Score -4654054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4654052.500000 Penalty: 5226.755371
	Iteration 56Q: 3 clusters Score -4654052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4654057.000000 Penalty: 5226.755371
	Iteration 57Q: 3 clusters Score -4654057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4654058.500000 Penalty: 5226.755371
	Iteration 58Q: 3 clusters Score -4654058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4654073.000000 Penalty: 5226.755371
	Iteration 59Q: 3 clusters Score -4654073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4654069.000000 Penalty: 5226.755371
	Iteration 60F: 3 clusters Score -4654069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4654080.500000 Penalty: 5226.755371
	Iteration 61Q: 3 clusters Score -4654080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4654077.000000 Penalty: 5226.755371
	Iteration 62Q: 3 clusters Score -4654077 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4654087.000000 Penalty: 5226.755371
	Iteration 63Q: 3 clusters Score -4654087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -4654109.000000 Penalty: 5226.755371
	Iteration 64Q: 3 clusters Score -4654109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4654108.000000 Penalty: 5226.755371
	Iteration 65Q: 3 clusters Score -4654108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4654109.500000 Penalty: 5226.755371
	Iteration 66Q: 3 clusters Score -4654110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4654105.500000 Penalty: 5226.755371
	Iteration 67Q: 3 clusters Score -4654106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4654123.000000 Penalty: 5226.755371
	Iteration 68Q: 3 clusters Score -4654123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4654128.000000 Penalty: 5226.755371
	Iteration 69Q: 3 clusters Score -4654128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4654129.500000 Penalty: 5226.755371
	Iteration 70Q: 3 clusters Score -4654130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4654135.500000 Penalty: 5226.755371
	Iteration 71Q: 3 clusters Score -4654136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4654142.500000 Penalty: 5226.755371
	Iteration 72Q: 3 clusters Score -4654142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4654142.500000 Penalty: 5226.755371
	Iteration 73Q: 3 clusters Score -4654142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4654139.000000 Penalty: 5226.755371
	Iteration 74Q: 3 clusters Score -4654139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4654138.000000 Penalty: 5226.755371
	Iteration 75Q: 3 clusters Score -4654138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4654134.000000 Penalty: 5226.755371
	Iteration 76Q: 3 clusters Score -4654134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4654138.500000 Penalty: 5226.755371
	Iteration 77Q: 3 clusters Score -4654138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4654142.500000 Penalty: 5226.755371
	Iteration 78Q: 3 clusters Score -4654142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4654150.500000 Penalty: 5226.755371
	Iteration 79Q: 3 clusters Score -4654150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4654148.000000 Penalty: 5226.755371
	Iteration 80F: 3 clusters Score -4654148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4654142.000000 Penalty: 5226.755371
	Iteration 81Q: 3 clusters Score -4654142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4654149.000000 Penalty: 5226.755371
	Iteration 82Q: 3 clusters Score -4654149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4654153.000000 Penalty: 5226.755371
	Iteration 83Q: 3 clusters Score -4654153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4654158.500000 Penalty: 5226.755371
	Iteration 84Q: 3 clusters Score -4654158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4654154.000000 Penalty: 5226.755371
	Iteration 85Q: 3 clusters Score -4654154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4654151.500000 Penalty: 5226.755371
	Iteration 86Q: 3 clusters Score -4654152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4654159.500000 Penalty: 5226.755371
	Iteration 87Q: 3 clusters Score -4654160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4654163.500000 Penalty: 5226.755371
	Iteration 88Q: 3 clusters Score -4654164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4654165.000000 Penalty: 5226.755371
	Iteration 89Q: 3 clusters Score -4654165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4654168.000000 Penalty: 5226.755371
	Iteration 90Q: 3 clusters Score -4654168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4654167.500000 Penalty: 5226.755371
	Iteration 91Q: 3 clusters Score -4654168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4654188.500000 Penalty: 5226.755371
	Iteration 92Q: 3 clusters Score -4654188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4654206.000000 Penalty: 5226.755371
	Iteration 93Q: 3 clusters Score -4654206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4654203.000000 Penalty: 5226.755371
	Iteration 94Q: 3 clusters Score -4654203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4654217.000000 Penalty: 5226.755371
	Iteration 95Q: 3 clusters Score -4654217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4654211.500000 Penalty: 5226.755371
	Iteration 96Q: 3 clusters Score -4654212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -4654214.500000 Penalty: 5226.755371
	Iteration 97Q: 3 clusters Score -4654214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4654211.500000 Penalty: 5226.755371
	Iteration 98Q: 3 clusters Score -4654212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4654213.500000 Penalty: 5226.755371
	Iteration 99Q: 3 clusters Score -4654214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4654218.000000 Penalty: 5226.755371
	Iteration 100F: 3 clusters Score -4654218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4654221.000000 Penalty: 5226.755371
	Iteration 101Q: 3 clusters Score -4654221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4654227.500000 Penalty: 5226.755371
	Iteration 102Q: 3 clusters Score -4654228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4654222.000000 Penalty: 5226.755371
	Iteration 103Q: 3 clusters Score -4654222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4654228.000000 Penalty: 5226.755371
	Iteration 104Q: 3 clusters Score -4654228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4654232.000000 Penalty: 5226.755371
	Iteration 105Q: 3 clusters Score -4654232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4654230.500000 Penalty: 5226.755371
	Iteration 106Q: 3 clusters Score -4654230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4654236.000000 Penalty: 5226.755371
	Iteration 107Q: 3 clusters Score -4654236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4654248.000000 Penalty: 5226.755371
	Iteration 108Q: 3 clusters Score -4654248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4654249.000000 Penalty: 5226.755371
	Iteration 109Q: 3 clusters Score -4654249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4654254.000000 Penalty: 5226.755371
	Iteration 110Q: 3 clusters Score -4654254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4654256.500000 Penalty: 5226.755371
	Iteration 111Q: 3 clusters Score -4654256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4654256.500000 Penalty: 5226.755371
	Iteration 112Q: 3 clusters Score -4654256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4654257.000000 Penalty: 5226.755371
	Iteration 113Q: 3 clusters Score -4654257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4654254.000000 Penalty: 5226.755371
	Iteration 114Q: 3 clusters Score -4654254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4654251.500000 Penalty: 5226.755371
	Iteration 115Q: 3 clusters Score -4654252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4654257.500000 Penalty: 5226.755371
	Iteration 116Q: 3 clusters Score -4654258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4654271.000000 Penalty: 5226.755371
	Iteration 117Q: 3 clusters Score -4654271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4654267.500000 Penalty: 5226.755371
	Iteration 118Q: 3 clusters Score -4654268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4654266.000000 Penalty: 5226.755371
	Iteration 119Q: 3 clusters Score -4654266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4654272.500000 Penalty: 5226.755371
	Iteration 120F: 3 clusters Score -4654272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4654274.000000 Penalty: 5226.755371
	Iteration 121Q: 3 clusters Score -4654274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4654277.000000 Penalty: 5226.755371
	Iteration 122Q: 3 clusters Score -4654277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4654282.500000 Penalty: 5226.755371
	Iteration 123Q: 3 clusters Score -4654282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4654288.000000 Penalty: 5226.755371
	Iteration 124Q: 3 clusters Score -4654288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4654292.000000 Penalty: 5226.755371
	Iteration 125Q: 3 clusters Score -4654292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4654288.000000 Penalty: 5226.755371
	Iteration 126Q: 3 clusters Score -4654288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4654300.500000 Penalty: 5226.755371
	Iteration 127Q: 3 clusters Score -4654300 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4654311.500000 Penalty: 5226.755371
	Iteration 128Q: 3 clusters Score -4654312 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4654327.000000 Penalty: 5226.755371
	Iteration 129Q: 3 clusters Score -4654327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4654331.000000 Penalty: 5226.755371
	Iteration 130Q: 3 clusters Score -4654331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4654329.500000 Penalty: 5226.755371
	Iteration 131Q: 3 clusters Score -4654330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4654328.000000 Penalty: 5226.755371
	Iteration 132Q: 3 clusters Score -4654328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4654336.000000 Penalty: 5226.755371
	Iteration 133Q: 3 clusters Score -4654336 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4654337.000000 Penalty: 5226.755371
	Iteration 134Q: 3 clusters Score -4654337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4654336.000000 Penalty: 5226.755371
	Iteration 135Q: 3 clusters Score -4654336 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4654336.000000 Penalty: 5226.755371
	Iteration 136Q: 3 clusters Score -4654336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4654337 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3366 members 
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Entering Unmasked Estep 
Score: -4654346.500000 Penalty: 5226.755371
	Iteration 138Q: 3 clusters Score -4654346 nChanged 7
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Mstep: Class 1 contains 3359 members 
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Entering Unmasked Estep 
Score: -4654346.500000 Penalty: 5226.755371
	Iteration 139Q: 3 clusters Score -4654346 nChanged 12
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Mstep: Class 1 contains 3349 members 
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Entering Unmasked Estep 
Score: -4654357.500000 Penalty: 5226.755371
	Iteration 140F: 3 clusters Score -4654358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4654363.000000 Penalty: 5226.755371
	Iteration 141Q: 3 clusters Score -4654363 nChanged 15
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Mstep: Class 1 contains 3321 members 
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Entering Unmasked Estep 
Score: -4654373.000000 Penalty: 5226.755371
	Iteration 142Q: 3 clusters Score -4654373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4654374.500000 Penalty: 5226.755371
	Iteration 143Q: 3 clusters Score -4654374 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3300 members 
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Entering Unmasked Estep 
Score: -4654366.000000 Penalty: 5226.755371
	Iteration 144Q: 3 clusters Score -4654366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4654370.000000 Penalty: 5226.755371
	Iteration 145Q: 3 clusters Score -4654370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4654365.000000 Penalty: 5226.755371
	Iteration 146Q: 3 clusters Score -4654365 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4654374 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4654371.500000 Penalty: 5226.755371
	Iteration 148Q: 3 clusters Score -4654372 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4654372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4654378.500000 Penalty: 5226.755371
	Iteration 150Q: 3 clusters Score -4654378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4654374 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4654373.000000 Penalty: 5226.755371
	Iteration 152Q: 3 clusters Score -4654373 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3187 members 
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Entering Unmasked Estep 
Score: -4654368.500000 Penalty: 5226.755371
	Iteration 153Q: 3 clusters Score -4654368 nChanged 13
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -4654380.000000 Penalty: 5226.755371
	Iteration 154Q: 3 clusters Score -4654380 nChanged 15
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Mstep: Class 1 contains 3159 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4654371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4654382.000000 Penalty: 5226.755371
	Iteration 156Q: 3 clusters Score -4654382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4654389.500000 Penalty: 5226.755371
	Iteration 157Q: 3 clusters Score -4654390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4654393.000000 Penalty: 5226.755371
	Iteration 158Q: 3 clusters Score -4654393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4654395.000000 Penalty: 5226.755371
	Iteration 159Q: 3 clusters Score -4654395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4654391.000000 Penalty: 5226.755371
	Iteration 160F: 3 clusters Score -4654391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4654393.000000 Penalty: 5226.755371
	Iteration 161Q: 3 clusters Score -4654393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4654384.500000 Penalty: 5226.755371
	Iteration 162Q: 3 clusters Score -4654384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4654389.000000 Penalty: 5226.755371
	Iteration 163Q: 3 clusters Score -4654389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4654391.500000 Penalty: 5226.755371
	Iteration 164Q: 3 clusters Score -4654392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4654391.000000 Penalty: 5226.755371
	Iteration 165Q: 3 clusters Score -4654391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4654397.500000 Penalty: 5226.755371
	Iteration 166Q: 3 clusters Score -4654398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4654393.000000 Penalty: 5226.755371
	Iteration 167Q: 3 clusters Score -4654393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4654398.500000 Penalty: 5226.755371
	Iteration 168Q: 3 clusters Score -4654398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4654389.000000 Penalty: 5226.755371
	Iteration 169Q: 3 clusters Score -4654389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4654392.500000 Penalty: 5226.755371
	Iteration 170Q: 3 clusters Score -4654392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4654393.000000 Penalty: 5226.755371
	Iteration 171Q: 3 clusters Score -4654393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4654391.500000 Penalty: 5226.755371
	Iteration 172Q: 3 clusters Score -4654392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4654396.000000 Penalty: 5226.755371
	Iteration 173Q: 3 clusters Score -4654396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4654398.000000 Penalty: 5226.755371
	Iteration 174Q: 3 clusters Score -4654398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4654402.500000 Penalty: 5226.755371
	Iteration 175Q: 3 clusters Score -4654402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4654409.000000 Penalty: 5226.755371
	Iteration 176Q: 3 clusters Score -4654409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4654406.500000 Penalty: 5226.755371
	Iteration 177Q: 3 clusters Score -4654406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4654408.500000 Penalty: 5226.755371
	Iteration 178Q: 3 clusters Score -4654408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4654408.500000 Penalty: 5226.755371
	Iteration 179Q: 3 clusters Score -4654408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4654406.000000 Penalty: 5226.755371
	Iteration 180F: 3 clusters Score -4654406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4654413.500000 Penalty: 5226.755371
	Iteration 181Q: 3 clusters Score -4654414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4654421.500000 Penalty: 5226.755371
	Iteration 182Q: 3 clusters Score -4654422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4654421.000000 Penalty: 5226.755371
	Iteration 183Q: 3 clusters Score -4654421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4654428.000000 Penalty: 5226.755371
	Iteration 184Q: 3 clusters Score -4654428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4654437.500000 Penalty: 5226.755371
	Iteration 185Q: 3 clusters Score -4654438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4654446.000000 Penalty: 5226.755371
	Iteration 186Q: 3 clusters Score -4654446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4654444.000000 Penalty: 5226.755371
	Iteration 187Q: 3 clusters Score -4654444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4654452.000000 Penalty: 5226.755371
	Iteration 188Q: 3 clusters Score -4654452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4654454.500000 Penalty: 5226.755371
	Iteration 189Q: 3 clusters Score -4654454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4654448.000000 Penalty: 5226.755371
	Iteration 190Q: 3 clusters Score -4654448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4654446.500000 Penalty: 5226.755371
	Iteration 191Q: 3 clusters Score -4654446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4654451.500000 Penalty: 5226.755371
	Iteration 192Q: 3 clusters Score -4654452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4654451.500000 Penalty: 5226.755371
	Iteration 193Q: 3 clusters Score -4654452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4654459.500000 Penalty: 5226.755371
	Iteration 194Q: 3 clusters Score -4654460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4654463.000000 Penalty: 5226.755371
	Iteration 195Q: 3 clusters Score -4654463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4654456.000000 Penalty: 5226.755371
	Iteration 196Q: 3 clusters Score -4654456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4654457.500000 Penalty: 5226.755371
	Iteration 197Q: 3 clusters Score -4654458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4654461.500000 Penalty: 5226.755371
	Iteration 198Q: 3 clusters Score -4654462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4654462.000000 Penalty: 5226.755371
	Iteration 199Q: 3 clusters Score -4654462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4654462.500000 Penalty: 5226.755371
	Iteration 200F: 3 clusters Score -4654462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4654462.000000 Penalty: 5226.755371
	Iteration 201Q: 3 clusters Score -4654462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4654460.000000 Penalty: 5226.755371
	Iteration 202Q: 3 clusters Score -4654460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4654460.000000 Penalty: 5226.755371
	Iteration 203F: 3 clusters Score -4654460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Entering Unmasked Estep 
Score: -1712420.750000 Penalty: 2383.044434
	Iteration 0F: 2 clusters Score -1712421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1701637.000000 Penalty: 4766.088867
	Iteration 0F: 3 clusters Score -1701637 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1705102.000000 Penalty: 4766.088867
	Iteration 1F: 3 clusters Score -1705102 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1705572.500000 Penalty: 4766.088867
	Iteration 2F: 3 clusters Score -1705572 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1705971.625000 Penalty: 4766.088867
	Iteration 3F: 3 clusters Score -1705972 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1706360.250000 Penalty: 4766.088867
	Iteration 4F: 3 clusters Score -1706360 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1706734.250000 Penalty: 4766.088867
	Iteration 5Q: 3 clusters Score -1706734 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1707122.500000 Penalty: 4766.088867
	Iteration 6Q: 3 clusters Score -1707122 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1707492.625000 Penalty: 4766.088867
	Iteration 7Q: 3 clusters Score -1707493 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1707877.500000 Penalty: 4766.088867
	Iteration 8Q: 3 clusters Score -1707878 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1708252.000000 Penalty: 4766.088867
	Iteration 9Q: 3 clusters Score -1708252 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1708524.500000 Penalty: 4766.088867
	Iteration 10Q: 3 clusters Score -1708524 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1708765.375000 Penalty: 4766.088867
	Iteration 11Q: 3 clusters Score -1708765 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1708941.500000 Penalty: 4766.088867
	Iteration 12Q: 3 clusters Score -1708942 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1709064.375000 Penalty: 4766.088867
	Iteration 13Q: 3 clusters Score -1709064 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1709159.750000 Penalty: 4766.088867
	Iteration 14Q: 3 clusters Score -1709160 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1709226.750000 Penalty: 4766.088867
	Iteration 15Q: 3 clusters Score -1709227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1709277.875000 Penalty: 4766.088867
	Iteration 16Q: 3 clusters Score -1709278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1709301.875000 Penalty: 4766.088867
	Iteration 17Q: 3 clusters Score -1709302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1709330.125000 Penalty: 4766.088867
	Iteration 18Q: 3 clusters Score -1709330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1709363.750000 Penalty: 4766.088867
	Iteration 19Q: 3 clusters Score -1709364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1709401.375000 Penalty: 4766.088867
	Iteration 20F: 3 clusters Score -1709401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1709435.875000 Penalty: 4766.088867
	Iteration 21Q: 3 clusters Score -1709436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1709467.125000 Penalty: 4766.088867
	Iteration 22Q: 3 clusters Score -1709467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1709474.625000 Penalty: 4766.088867
	Iteration 23Q: 3 clusters Score -1709475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1709494.250000 Penalty: 4766.088867
	Iteration 24Q: 3 clusters Score -1709494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1709509.625000 Penalty: 4766.088867
	Iteration 25Q: 3 clusters Score -1709510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1709527.500000 Penalty: 4766.088867
	Iteration 26Q: 3 clusters Score -1709528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1709543.375000 Penalty: 4766.088867
	Iteration 27Q: 3 clusters Score -1709543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1709548.875000 Penalty: 4766.088867
	Iteration 28Q: 3 clusters Score -1709549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1709555.375000 Penalty: 4766.088867
	Iteration 29Q: 3 clusters Score -1709555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1709568.875000 Penalty: 4766.088867
	Iteration 30Q: 3 clusters Score -1709569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1709568.750000 Penalty: 4766.088867
	Iteration 31Q: 3 clusters Score -1709569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1709581.000000 Penalty: 4766.088867
	Iteration 32Q: 3 clusters Score -1709581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1709585.375000 Penalty: 4766.088867
	Iteration 33Q: 3 clusters Score -1709585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1709586.875000 Penalty: 4766.088867
	Iteration 34Q: 3 clusters Score -1709587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1709590.875000 Penalty: 4766.088867
	Iteration 35Q: 3 clusters Score -1709591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1709594.500000 Penalty: 4766.088867
	Iteration 36Q: 3 clusters Score -1709594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1709594.125000 Penalty: 4766.088867
	Iteration 37Q: 3 clusters Score -1709594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1709594.875000 Penalty: 4766.088867
	Iteration 38Q: 3 clusters Score -1709595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1709597.125000 Penalty: 4766.088867
	Iteration 39Q: 3 clusters Score -1709597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1709600.875000 Penalty: 4766.088867
	Iteration 40F: 3 clusters Score -1709601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1709602.000000 Penalty: 4766.088867
	Iteration 41Q: 3 clusters Score -1709602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1709603.375000 Penalty: 4766.088867
	Iteration 42Q: 3 clusters Score -1709603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1709604.250000 Penalty: 4766.088867
	Iteration 43Q: 3 clusters Score -1709604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1709604.250000 Penalty: 4766.088867
	Iteration 44Q: 3 clusters Score -1709604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1709604.375000 Penalty: 4766.088867
	Iteration 45Q: 3 clusters Score -1709604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1709603.875000 Penalty: 4766.088867
	Iteration 46Q: 3 clusters Score -1709604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1709602.375000 Penalty: 4766.088867
	Iteration 47Q: 3 clusters Score -1709602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1709601.750000 Penalty: 4766.088867
	Iteration 48Q: 3 clusters Score -1709602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1709605.500000 Penalty: 4766.088867
	Iteration 49Q: 3 clusters Score -1709606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1709605.500000 Penalty: 4766.088867
	Iteration 50F: 3 clusters Score -1709606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Entering Unmasked Estep 
Score: -2493523.000000 Penalty: 2466.220703
	Iteration 0F: 2 clusters Score -2493523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2478906.000000 Penalty: 4932.441406
	Iteration 0F: 3 clusters Score -2478906 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2484148.000000 Penalty: 4932.441406
	Iteration 1F: 3 clusters Score -2484148 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2484734.250000 Penalty: 4932.441406
	Iteration 2F: 3 clusters Score -2484734 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2485223.750000 Penalty: 4932.441406
	Iteration 3F: 3 clusters Score -2485224 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2485677.250000 Penalty: 4932.441406
	Iteration 4Q: 3 clusters Score -2485677 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2486142.000000 Penalty: 4932.441406
	Iteration 5Q: 3 clusters Score -2486142 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2486596.750000 Penalty: 4932.441406
	Iteration 6Q: 3 clusters Score -2486597 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2487099.000000 Penalty: 4932.441406
	Iteration 7Q: 3 clusters Score -2487099 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2487654.000000 Penalty: 4932.441406
	Iteration 8Q: 3 clusters Score -2487654 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2488194.750000 Penalty: 4932.441406
	Iteration 9Q: 3 clusters Score -2488195 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2488610.250000 Penalty: 4932.441406
	Iteration 10Q: 3 clusters Score -2488610 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2488938.500000 Penalty: 4932.441406
	Iteration 11Q: 3 clusters Score -2488938 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2489223.250000 Penalty: 4932.441406
	Iteration 12Q: 3 clusters Score -2489223 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2489407.500000 Penalty: 4932.441406
	Iteration 13Q: 3 clusters Score -2489408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2489539.750000 Penalty: 4932.441406
	Iteration 14Q: 3 clusters Score -2489540 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2489647.500000 Penalty: 4932.441406
	Iteration 15Q: 3 clusters Score -2489648 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2489753.750000 Penalty: 4932.441406
	Iteration 16Q: 3 clusters Score -2489754 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2489860.500000 Penalty: 4932.441406
	Iteration 17Q: 3 clusters Score -2489860 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2489935.250000 Penalty: 4932.441406
	Iteration 18Q: 3 clusters Score -2489935 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2490048.000000 Penalty: 4932.441406
	Iteration 19Q: 3 clusters Score -2490048 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2490144.000000 Penalty: 4932.441406
	Iteration 20F: 3 clusters Score -2490144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2490255.250000 Penalty: 4932.441406
	Iteration 21Q: 3 clusters Score -2490255 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2490335.500000 Penalty: 4932.441406
	Iteration 22Q: 3 clusters Score -2490336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2490428.250000 Penalty: 4932.441406
	Iteration 23Q: 3 clusters Score -2490428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2490519.250000 Penalty: 4932.441406
	Iteration 24Q: 3 clusters Score -2490519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2490608.750000 Penalty: 4932.441406
	Iteration 25Q: 3 clusters Score -2490609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2490707.750000 Penalty: 4932.441406
	Iteration 26Q: 3 clusters Score -2490708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2490801.000000 Penalty: 4932.441406
	Iteration 27Q: 3 clusters Score -2490801 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2490873.500000 Penalty: 4932.441406
	Iteration 28Q: 3 clusters Score -2490874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2490935.000000 Penalty: 4932.441406
	Iteration 29Q: 3 clusters Score -2490935 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2490976.250000 Penalty: 4932.441406
	Iteration 30Q: 3 clusters Score -2490976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2491029.000000 Penalty: 4932.441406
	Iteration 31Q: 3 clusters Score -2491029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2491068.250000 Penalty: 4932.441406
	Iteration 32Q: 3 clusters Score -2491068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2491109.000000 Penalty: 4932.441406
	Iteration 33Q: 3 clusters Score -2491109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2491155.500000 Penalty: 4932.441406
	Iteration 34Q: 3 clusters Score -2491156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2491189.000000 Penalty: 4932.441406
	Iteration 35Q: 3 clusters Score -2491189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2491214.250000 Penalty: 4932.441406
	Iteration 36Q: 3 clusters Score -2491214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2491249.000000 Penalty: 4932.441406
	Iteration 37Q: 3 clusters Score -2491249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2491271.250000 Penalty: 4932.441406
	Iteration 38Q: 3 clusters Score -2491271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2491296.250000 Penalty: 4932.441406
	Iteration 39Q: 3 clusters Score -2491296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2491319.000000 Penalty: 4932.441406
	Iteration 40F: 3 clusters Score -2491319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2491348.500000 Penalty: 4932.441406
	Iteration 41Q: 3 clusters Score -2491348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2491359.750000 Penalty: 4932.441406
	Iteration 42Q: 3 clusters Score -2491360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2491370.000000 Penalty: 4932.441406
	Iteration 43Q: 3 clusters Score -2491370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2491390.250000 Penalty: 4932.441406
	Iteration 44Q: 3 clusters Score -2491390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2491397.500000 Penalty: 4932.441406
	Iteration 45Q: 3 clusters Score -2491398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2491406.250000 Penalty: 4932.441406
	Iteration 46Q: 3 clusters Score -2491406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2491419.000000 Penalty: 4932.441406
	Iteration 47Q: 3 clusters Score -2491419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2491420.750000 Penalty: 4932.441406
	Iteration 48Q: 3 clusters Score -2491421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2491428.000000 Penalty: 4932.441406
	Iteration 49Q: 3 clusters Score -2491428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2491437.250000 Penalty: 4932.441406
	Iteration 50Q: 3 clusters Score -2491437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2491442.000000 Penalty: 4932.441406
	Iteration 51Q: 3 clusters Score -2491442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2491455.750000 Penalty: 4932.441406
	Iteration 52Q: 3 clusters Score -2491456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2491461.750000 Penalty: 4932.441406
	Iteration 53Q: 3 clusters Score -2491462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2491466.000000 Penalty: 4932.441406
	Iteration 54Q: 3 clusters Score -2491466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2491467.250000 Penalty: 4932.441406
	Iteration 55Q: 3 clusters Score -2491467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2491474.750000 Penalty: 4932.441406
	Iteration 56Q: 3 clusters Score -2491475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2491468.000000 Penalty: 4932.441406
	Iteration 57Q: 3 clusters Score -2491468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2491472.000000 Penalty: 4932.441406
	Iteration 58Q: 3 clusters Score -2491472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2491478.000000 Penalty: 4932.441406
	Iteration 59Q: 3 clusters Score -2491478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2491479.250000 Penalty: 4932.441406
	Iteration 60F: 3 clusters Score -2491479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -163801.921875 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -163801.9 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 687 members 
Entering Unmasked Estep 
Score: -161561.734375 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -161561.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -161945.703125 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -161945.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162082.718750 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -162082.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162144.015625 Penalty: 3600.521729
	Iteration 3Q: 3 clusters Score -162144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -162182.546875 Penalty: 3600.521729
	Iteration 4Q: 3 clusters Score -162182.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162207.812500 Penalty: 3600.521729
	Iteration 5Q: 3 clusters Score -162207.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -162226.703125 Penalty: 3600.521729
	Iteration 6Q: 3 clusters Score -162226.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162246.343750 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -162246.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162262.875000 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -162262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162277.218750 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -162277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -162281.828125 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -162281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162285.000000 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -162285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162288.296875 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -162288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162292.125000 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -162292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -162303.375000 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -162303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -162326.171875 Penalty: 3600.521729
	Iteration 15Q: 3 clusters Score -162326.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162377.546875 Penalty: 3600.521729
	Iteration 16Q: 3 clusters Score -162377.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162431.312500 Penalty: 3600.521729
	Iteration 17Q: 3 clusters Score -162431.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -162492.453125 Penalty: 3600.521729
	Iteration 18Q: 3 clusters Score -162492.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162556.703125 Penalty: 3600.521729
	Iteration 19Q: 3 clusters Score -162556.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162625.484375 Penalty: 3600.521729
	Iteration 20F: 3 clusters Score -162625.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162698.921875 Penalty: 3600.521729
	Iteration 21Q: 3 clusters Score -162698.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162786.406250 Penalty: 3600.521729
	Iteration 22Q: 3 clusters Score -162786.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -162887.515625 Penalty: 3600.521729
	Iteration 23Q: 3 clusters Score -162887.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162946.937500 Penalty: 3600.521729
	Iteration 24Q: 3 clusters Score -162946.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -162984.890625 Penalty: 3600.521729
	Iteration 25Q: 3 clusters Score -162984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163006.625000 Penalty: 3600.521729
	Iteration 26Q: 3 clusters Score -163006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163022.515625 Penalty: 3600.521729
	Iteration 27Q: 3 clusters Score -163022.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163034.937500 Penalty: 3600.521729
	Iteration 28Q: 3 clusters Score -163034.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -163045.875000 Penalty: 3600.521729
	Iteration 29Q: 3 clusters Score -163045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -163051.828125 Penalty: 3600.521729
	Iteration 30Q: 3 clusters Score -163051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -163056.718750 Penalty: 3600.521729
	Iteration 31Q: 3 clusters Score -163056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -163057.562500 Penalty: 3600.521729
	Iteration 32Q: 3 clusters Score -163057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -163058.234375 Penalty: 3600.521729
	Iteration 33Q: 3 clusters Score -163058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -163058.234375 Penalty: 3600.521729
	Iteration 34F: 3 clusters Score -163058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1310559.750000 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1310560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1302448.125000 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1302448 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1305085.000000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1305085 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1305836.625000 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1305837 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1306340.750000 Penalty: 4601.470215
	Iteration 3F: 3 clusters Score -1306341 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1306705.125000 Penalty: 4601.470215
	Iteration 4F: 3 clusters Score -1306705 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1307046.750000 Penalty: 4601.470215
	Iteration 5F: 3 clusters Score -1307047 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1307408.500000 Penalty: 4601.470215
	Iteration 6F: 3 clusters Score -1307408 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1307853.750000 Penalty: 4601.470215
	Iteration 7F: 3 clusters Score -1307854 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1308322.750000 Penalty: 4601.470215
	Iteration 8F: 3 clusters Score -1308323 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1308744.875000 Penalty: 4601.470215
	Iteration 9F: 3 clusters Score -1308745 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1309074.875000 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1309075 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1309305.500000 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1309306 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1309504.125000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1309504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1309626.750000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1309627 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1309703.875000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1309704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1309770.250000 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1309770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1309814.500000 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1309814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1309853.750000 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1309854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1309882.250000 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1309882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1309912.500000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1309912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1309924.500000 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1309924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1309931.875000 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1309932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1309937.375000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1309937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1309938.375000 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1309938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1309943.875000 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1309944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1309943.875000 Penalty: 4601.470215
	Iteration 25F: 3 clusters Score -1309944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -23730.435547 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -23730.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22611.214844 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -22611.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22776.634766 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -22776.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22834.083984 Penalty: 2813.968262
	Iteration 2Q: 3 clusters Score -22834.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22866.179688 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -22866.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22895.269531 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -22895.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22931.248047 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -22931.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22953.525391 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -22953.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22974.414062 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -22974.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22976.199219 Penalty: 2813.968262
	Iteration 8Q: 3 clusters Score -22976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22976.199219 Penalty: 2813.968262
	Iteration 9F: 3 clusters Score -22976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Entering Unmasked Estep 
Score: -6527787.000000 Penalty: 2690.659668
	Iteration 0F: 2 clusters Score -6527787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6493106.500000 Penalty: 5381.319336
	Iteration 0F: 3 clusters Score -6493106 nChanged 23728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6506710.500000 Penalty: 5381.319336
	Iteration 1F: 3 clusters Score -6506710 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6507492.000000 Penalty: 5381.319336
	Iteration 2Q: 3 clusters Score -6507492 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6508339.000000 Penalty: 5381.319336
	Iteration 3Q: 3 clusters Score -6508339 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -6509342.500000 Penalty: 5381.319336
	Iteration 4Q: 3 clusters Score -6509342 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6510434.000000 Penalty: 5381.319336
	Iteration 5Q: 3 clusters Score -6510434 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6511749.000000 Penalty: 5381.319336
	Iteration 6F: 3 clusters Score -6511749 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6512990.500000 Penalty: 5381.319336
	Iteration 7F: 3 clusters Score -6512990 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -6514186.500000 Penalty: 5381.319336
	Iteration 8Q: 3 clusters Score -6514186 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6515176.000000 Penalty: 5381.319336
	Iteration 9Q: 3 clusters Score -6515176 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6516036.500000 Penalty: 5381.319336
	Iteration 10Q: 3 clusters Score -6516036 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6516895.000000 Penalty: 5381.319336
	Iteration 11Q: 3 clusters Score -6516895 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -6517867.500000 Penalty: 5381.319336
	Iteration 12Q: 3 clusters Score -6517868 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6518676.000000 Penalty: 5381.319336
	Iteration 13Q: 3 clusters Score -6518676 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -6519381.000000 Penalty: 5381.319336
	Iteration 14Q: 3 clusters Score -6519381 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -6519840.500000 Penalty: 5381.319336
	Iteration 15Q: 3 clusters Score -6519840 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -6520206.000000 Penalty: 5381.319336
	Iteration 16Q: 3 clusters Score -6520206 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -6520442.000000 Penalty: 5381.319336
	Iteration 17Q: 3 clusters Score -6520442 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6520631.000000 Penalty: 5381.319336
	Iteration 18Q: 3 clusters Score -6520631 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6520715.500000 Penalty: 5381.319336
	Iteration 19Q: 3 clusters Score -6520716 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -6520826.000000 Penalty: 5381.319336
	Iteration 20F: 3 clusters Score -6520826 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6520932.500000 Penalty: 5381.319336
	Iteration 21Q: 3 clusters Score -6520932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6521031.000000 Penalty: 5381.319336
	Iteration 22Q: 3 clusters Score -6521031 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -6521108.500000 Penalty: 5381.319336
	Iteration 23Q: 3 clusters Score -6521108 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6521160.000000 Penalty: 5381.319336
	Iteration 24Q: 3 clusters Score -6521160 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -6521196.000000 Penalty: 5381.319336
	Iteration 25Q: 3 clusters Score -6521196 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6521218.500000 Penalty: 5381.319336
	Iteration 26Q: 3 clusters Score -6521218 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6521259.000000 Penalty: 5381.319336
	Iteration 27Q: 3 clusters Score -6521259 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6521300.500000 Penalty: 5381.319336
	Iteration 28Q: 3 clusters Score -6521300 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -6521333.500000 Penalty: 5381.319336
	Iteration 29Q: 3 clusters Score -6521334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6521377.500000 Penalty: 5381.319336
	Iteration 30Q: 3 clusters Score -6521378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -6521421.000000 Penalty: 5381.319336
	Iteration 31Q: 3 clusters Score -6521421 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -6521462.000000 Penalty: 5381.319336
	Iteration 32Q: 3 clusters Score -6521462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -6521474.500000 Penalty: 5381.319336
	Iteration 33Q: 3 clusters Score -6521474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -6521435.000000 Penalty: 5381.319336
	Iteration 34Q: 3 clusters Score -6521435 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -6521466.500000 Penalty: 5381.319336
	Iteration 35Q: 3 clusters Score -6521466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -6521500.000000 Penalty: 5381.319336
	Iteration 36Q: 3 clusters Score -6521500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -6521525.500000 Penalty: 5381.319336
	Iteration 37Q: 3 clusters Score -6521526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6521550.000000 Penalty: 5381.319336
	Iteration 38Q: 3 clusters Score -6521550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6521535.500000 Penalty: 5381.319336
	Iteration 39Q: 3 clusters Score -6521536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -6521515.500000 Penalty: 5381.319336
	Iteration 40F: 3 clusters Score -6521516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -6521541.000000 Penalty: 5381.319336
	Iteration 41Q: 3 clusters Score -6521541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6521540.500000 Penalty: 5381.319336
	Iteration 42Q: 3 clusters Score -6521540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -6521548.000000 Penalty: 5381.319336
	Iteration 43Q: 3 clusters Score -6521548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -6521562.500000 Penalty: 5381.319336
	Iteration 44Q: 3 clusters Score -6521562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -6521571.000000 Penalty: 5381.319336
	Iteration 45Q: 3 clusters Score -6521571 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -6521584.000000 Penalty: 5381.319336
	Iteration 46Q: 3 clusters Score -6521584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6521600.500000 Penalty: 5381.319336
	Iteration 47Q: 3 clusters Score -6521600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6521602.000000 Penalty: 5381.319336
	Iteration 48Q: 3 clusters Score -6521602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6521612.500000 Penalty: 5381.319336
	Iteration 49Q: 3 clusters Score -6521612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6521635.000000 Penalty: 5381.319336
	Iteration 50Q: 3 clusters Score -6521635 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6521648.000000 Penalty: 5381.319336
	Iteration 51Q: 3 clusters Score -6521648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -6521680.000000 Penalty: 5381.319336
	Iteration 52Q: 3 clusters Score -6521680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -6521698.500000 Penalty: 5381.319336
	Iteration 53Q: 3 clusters Score -6521698 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -6521703.500000 Penalty: 5381.319336
	Iteration 54Q: 3 clusters Score -6521704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6521726.000000 Penalty: 5381.319336
	Iteration 55Q: 3 clusters Score -6521726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6521748.000000 Penalty: 5381.319336
	Iteration 56Q: 3 clusters Score -6521748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -6521759.000000 Penalty: 5381.319336
	Iteration 57Q: 3 clusters Score -6521759 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6521778.000000 Penalty: 5381.319336
	Iteration 58Q: 3 clusters Score -6521778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -6521786.500000 Penalty: 5381.319336
	Iteration 59Q: 3 clusters Score -6521786 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6521802.000000 Penalty: 5381.319336
	Iteration 60F: 3 clusters Score -6521802 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6521814.000000 Penalty: 5381.319336
	Iteration 61Q: 3 clusters Score -6521814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -6521838.000000 Penalty: 5381.319336
	Iteration 62Q: 3 clusters Score -6521838 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -6521870.500000 Penalty: 5381.319336
	Iteration 63Q: 3 clusters Score -6521870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -6521888.000000 Penalty: 5381.319336
	Iteration 64Q: 3 clusters Score -6521888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -6521899.500000 Penalty: 5381.319336
	Iteration 65Q: 3 clusters Score -6521900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6521897.500000 Penalty: 5381.319336
	Iteration 66Q: 3 clusters Score -6521898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -6521924.000000 Penalty: 5381.319336
	Iteration 67Q: 3 clusters Score -6521924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6521955.500000 Penalty: 5381.319336
	Iteration 68Q: 3 clusters Score -6521956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6521960.000000 Penalty: 5381.319336
	Iteration 69Q: 3 clusters Score -6521960 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -6521982.500000 Penalty: 5381.319336
	Iteration 70Q: 3 clusters Score -6521982 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -6521989.000000 Penalty: 5381.319336
	Iteration 71Q: 3 clusters Score -6521989 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -6522030.500000 Penalty: 5381.319336
	Iteration 72Q: 3 clusters Score -6522030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -6522036.500000 Penalty: 5381.319336
	Iteration 73Q: 3 clusters Score -6522036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -6522068.000000 Penalty: 5381.319336
	Iteration 74Q: 3 clusters Score -6522068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -6522115.500000 Penalty: 5381.319336
	Iteration 75Q: 3 clusters Score -6522116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6522124.000000 Penalty: 5381.319336
	Iteration 76Q: 3 clusters Score -6522124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -6522138.500000 Penalty: 5381.319336
	Iteration 77Q: 3 clusters Score -6522138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -6522177.500000 Penalty: 5381.319336
	Iteration 78Q: 3 clusters Score -6522178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -6522195.500000 Penalty: 5381.319336
	Iteration 79Q: 3 clusters Score -6522196 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -6522228.000000 Penalty: 5381.319336
	Iteration 80F: 3 clusters Score -6522228 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -6522227.000000 Penalty: 5381.319336
	Iteration 81Q: 3 clusters Score -6522227 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6522267.000000 Penalty: 5381.319336
	Iteration 82Q: 3 clusters Score -6522267 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -6522297.000000 Penalty: 5381.319336
	Iteration 83Q: 3 clusters Score -6522297 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -6522362.000000 Penalty: 5381.319336
	Iteration 84Q: 3 clusters Score -6522362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -6522416.500000 Penalty: 5381.319336
	Iteration 85Q: 3 clusters Score -6522416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6522489.000000 Penalty: 5381.319336
	Iteration 86Q: 3 clusters Score -6522489 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -6522604.500000 Penalty: 5381.319336
	Iteration 87Q: 3 clusters Score -6522604 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6522753.000000 Penalty: 5381.319336
	Iteration 88Q: 3 clusters Score -6522753 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -6522937.500000 Penalty: 5381.319336
	Iteration 89Q: 3 clusters Score -6522938 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6523134.500000 Penalty: 5381.319336
	Iteration 90Q: 3 clusters Score -6523134 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6523329.000000 Penalty: 5381.319336
	Iteration 91Q: 3 clusters Score -6523329 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -6523581.500000 Penalty: 5381.319336
	Iteration 92Q: 3 clusters Score -6523582 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -6523797.000000 Penalty: 5381.319336
	Iteration 93Q: 3 clusters Score -6523797 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -6523996.000000 Penalty: 5381.319336
	Iteration 94Q: 3 clusters Score -6523996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6524222.000000 Penalty: 5381.319336
	Iteration 95Q: 3 clusters Score -6524222 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6524382.000000 Penalty: 5381.319336
	Iteration 96Q: 3 clusters Score -6524382 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6524534.500000 Penalty: 5381.319336
	Iteration 97Q: 3 clusters Score -6524534 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6524629.000000 Penalty: 5381.319336
	Iteration 98Q: 3 clusters Score -6524629 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6524716.000000 Penalty: 5381.319336
	Iteration 99Q: 3 clusters Score -6524716 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6524813.000000 Penalty: 5381.319336
	Iteration 100F: 3 clusters Score -6524813 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6524861.500000 Penalty: 5381.319336
	Iteration 101Q: 3 clusters Score -6524862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6524887.500000 Penalty: 5381.319336
	Iteration 102Q: 3 clusters Score -6524888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6524948.500000 Penalty: 5381.319336
	Iteration 103Q: 3 clusters Score -6524948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6524989.500000 Penalty: 5381.319336
	Iteration 104Q: 3 clusters Score -6524990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -6525026.000000 Penalty: 5381.319336
	Iteration 105Q: 3 clusters Score -6525026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6525069.000000 Penalty: 5381.319336
	Iteration 106Q: 3 clusters Score -6525069 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -6525092.500000 Penalty: 5381.319336
	Iteration 107Q: 3 clusters Score -6525092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6525123.500000 Penalty: 5381.319336
	Iteration 108Q: 3 clusters Score -6525124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -6525164.500000 Penalty: 5381.319336
	Iteration 109Q: 3 clusters Score -6525164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -6525184.500000 Penalty: 5381.319336
	Iteration 110Q: 3 clusters Score -6525184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -6525199.500000 Penalty: 5381.319336
	Iteration 111Q: 3 clusters Score -6525200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6525221.500000 Penalty: 5381.319336
	Iteration 112Q: 3 clusters Score -6525222 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -6525253.000000 Penalty: 5381.319336
	Iteration 113Q: 3 clusters Score -6525253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -6525276.500000 Penalty: 5381.319336
	Iteration 114Q: 3 clusters Score -6525276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -6525293.500000 Penalty: 5381.319336
	Iteration 115Q: 3 clusters Score -6525294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -6525316.500000 Penalty: 5381.319336
	Iteration 116Q: 3 clusters Score -6525316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6525333.500000 Penalty: 5381.319336
	Iteration 117Q: 3 clusters Score -6525334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6525338.000000 Penalty: 5381.319336
	Iteration 118Q: 3 clusters Score -6525338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6525350.500000 Penalty: 5381.319336
	Iteration 119Q: 3 clusters Score -6525350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6525370.500000 Penalty: 5381.319336
	Iteration 120F: 3 clusters Score -6525370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6525385.500000 Penalty: 5381.319336
	Iteration 121Q: 3 clusters Score -6525386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -6525402.000000 Penalty: 5381.319336
	Iteration 122Q: 3 clusters Score -6525402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -6525428.500000 Penalty: 5381.319336
	Iteration 123Q: 3 clusters Score -6525428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -6525432.000000 Penalty: 5381.319336
	Iteration 124Q: 3 clusters Score -6525432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6525449.500000 Penalty: 5381.319336
	Iteration 125Q: 3 clusters Score -6525450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6525457.500000 Penalty: 5381.319336
	Iteration 126Q: 3 clusters Score -6525458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -6525460.500000 Penalty: 5381.319336
	Iteration 127Q: 3 clusters Score -6525460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6525471.500000 Penalty: 5381.319336
	Iteration 128Q: 3 clusters Score -6525472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -6525476.000000 Penalty: 5381.319336
	Iteration 129Q: 3 clusters Score -6525476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6525489.000000 Penalty: 5381.319336
	Iteration 130Q: 3 clusters Score -6525489 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -6525483.000000 Penalty: 5381.319336
	Iteration 131Q: 3 clusters Score -6525483 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6525500.500000 Penalty: 5381.319336
	Iteration 132Q: 3 clusters Score -6525500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6525510.000000 Penalty: 5381.319336
	Iteration 133Q: 3 clusters Score -6525510 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6525522.000000 Penalty: 5381.319336
	Iteration 134Q: 3 clusters Score -6525522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6525523.500000 Penalty: 5381.319336
	Iteration 135Q: 3 clusters Score -6525524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6525538.000000 Penalty: 5381.319336
	Iteration 136Q: 3 clusters Score -6525538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6525549.500000 Penalty: 5381.319336
	Iteration 137Q: 3 clusters Score -6525550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6525555.500000 Penalty: 5381.319336
	Iteration 138Q: 3 clusters Score -6525556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -6525573.000000 Penalty: 5381.319336
	Iteration 139Q: 3 clusters Score -6525573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -6525578.500000 Penalty: 5381.319336
	Iteration 140F: 3 clusters Score -6525578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -6525580.000000 Penalty: 5381.319336
	Iteration 141Q: 3 clusters Score -6525580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6525581.000000 Penalty: 5381.319336
	Iteration 142Q: 3 clusters Score -6525581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6525590.000000 Penalty: 5381.319336
	Iteration 143Q: 3 clusters Score -6525590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6525586.000000 Penalty: 5381.319336
	Iteration 144Q: 3 clusters Score -6525586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6525587.500000 Penalty: 5381.319336
	Iteration 145Q: 3 clusters Score -6525588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -6525589.500000 Penalty: 5381.319336
	Iteration 146Q: 3 clusters Score -6525590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -6525588.000000 Penalty: 5381.319336
	Iteration 147Q: 3 clusters Score -6525588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6525586.000000 Penalty: 5381.319336
	Iteration 148Q: 3 clusters Score -6525586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -6525589.500000 Penalty: 5381.319336
	Iteration 149Q: 3 clusters Score -6525590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -6525590.500000 Penalty: 5381.319336
	Iteration 150Q: 3 clusters Score -6525590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -6525594.000000 Penalty: 5381.319336
	Iteration 151Q: 3 clusters Score -6525594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6525593.500000 Penalty: 5381.319336
	Iteration 152Q: 3 clusters Score -6525594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6525596.000000 Penalty: 5381.319336
	Iteration 153Q: 3 clusters Score -6525596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6525603.500000 Penalty: 5381.319336
	Iteration 154Q: 3 clusters Score -6525604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6525607.000000 Penalty: 5381.319336
	Iteration 155Q: 3 clusters Score -6525607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -6525601.000000 Penalty: 5381.319336
	Iteration 156Q: 3 clusters Score -6525601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6525605.500000 Penalty: 5381.319336
	Iteration 157Q: 3 clusters Score -6525606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6525603.500000 Penalty: 5381.319336
	Iteration 158Q: 3 clusters Score -6525604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6525602.500000 Penalty: 5381.319336
	Iteration 159Q: 3 clusters Score -6525602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -6525609.000000 Penalty: 5381.319336
	Iteration 160F: 3 clusters Score -6525609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -6525610.000000 Penalty: 5381.319336
	Iteration 161Q: 3 clusters Score -6525610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6525615.000000 Penalty: 5381.319336
	Iteration 162Q: 3 clusters Score -6525615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -6525617.000000 Penalty: 5381.319336
	Iteration 163Q: 3 clusters Score -6525617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -6525616.500000 Penalty: 5381.319336
	Iteration 164Q: 3 clusters Score -6525616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6525612.500000 Penalty: 5381.319336
	Iteration 165Q: 3 clusters Score -6525612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6525621.000000 Penalty: 5381.319336
	Iteration 166Q: 3 clusters Score -6525621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6525622.000000 Penalty: 5381.319336
	Iteration 167Q: 3 clusters Score -6525622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6525620.000000 Penalty: 5381.319336
	Iteration 168Q: 3 clusters Score -6525620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6525625.000000 Penalty: 5381.319336
	Iteration 169Q: 3 clusters Score -6525625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6525622.500000 Penalty: 5381.319336
	Iteration 170Q: 3 clusters Score -6525622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6525624.500000 Penalty: 5381.319336
	Iteration 171Q: 3 clusters Score -6525624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -6525624.000000 Penalty: 5381.319336
	Iteration 172Q: 3 clusters Score -6525624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6525625.000000 Penalty: 5381.319336
	Iteration 173Q: 3 clusters Score -6525625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6525636.500000 Penalty: 5381.319336
	Iteration 174Q: 3 clusters Score -6525636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6525638.500000 Penalty: 5381.319336
	Iteration 175Q: 3 clusters Score -6525638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6525640.500000 Penalty: 5381.319336
	Iteration 176Q: 3 clusters Score -6525640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6525642.000000 Penalty: 5381.319336
	Iteration 177Q: 3 clusters Score -6525642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6525642.000000 Penalty: 5381.319336
	Iteration 178Q: 3 clusters Score -6525642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6525650.000000 Penalty: 5381.319336
	Iteration 179Q: 3 clusters Score -6525650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6525654.000000 Penalty: 5381.319336
	Iteration 180F: 3 clusters Score -6525654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6525656.500000 Penalty: 5381.319336
	Iteration 181Q: 3 clusters Score -6525656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6525651.500000 Penalty: 5381.319336
	Iteration 182Q: 3 clusters Score -6525652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6525657.000000 Penalty: 5381.319336
	Iteration 183Q: 3 clusters Score -6525657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -6525651.000000 Penalty: 5381.319336
	Iteration 184Q: 3 clusters Score -6525651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6525657.500000 Penalty: 5381.319336
	Iteration 185Q: 3 clusters Score -6525658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6525659.000000 Penalty: 5381.319336
	Iteration 186Q: 3 clusters Score -6525659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6525663.500000 Penalty: 5381.319336
	Iteration 187Q: 3 clusters Score -6525664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -6525661.500000 Penalty: 5381.319336
	Iteration 188Q: 3 clusters Score -6525662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6525659.500000 Penalty: 5381.319336
	Iteration 189Q: 3 clusters Score -6525660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -6525659.500000 Penalty: 5381.319336
	Iteration 190Q: 3 clusters Score -6525660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -6525659.500000 Penalty: 5381.319336
	Iteration 191F: 3 clusters Score -6525660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56503 members 
Entering Unmasked Estep 
Score: -6967496.500000 Penalty: 2713.628174
	Iteration 0F: 2 clusters Score -6967496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -6929489.000000 Penalty: 5427.256348
	Iteration 0F: 3 clusters Score -6929489 nChanged 26227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6943964 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6944521.500000 Penalty: 5427.256348
	Iteration 2Q: 3 clusters Score -6944522 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6945051.500000 Penalty: 5427.256348
	Iteration 3Q: 3 clusters Score -6945052 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -6945566.500000 Penalty: 5427.256348
	Iteration 4Q: 3 clusters Score -6945566 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6946094.500000 Penalty: 5427.256348
	Iteration 5Q: 3 clusters Score -6946094 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -6946697.500000 Penalty: 5427.256348
	Iteration 6Q: 3 clusters Score -6946698 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6947453.500000 Penalty: 5427.256348
	Iteration 7Q: 3 clusters Score -6947454 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6948625.000000 Penalty: 5427.256348
	Iteration 8Q: 3 clusters Score -6948625 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -6950305.500000 Penalty: 5427.256348
	Iteration 9Q: 3 clusters Score -6950306 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6952604.000000 Penalty: 5427.256348
	Iteration 10F: 3 clusters Score -6952604 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -6955375.500000 Penalty: 5427.256348
	Iteration 11F: 3 clusters Score -6955376 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6958126.500000 Penalty: 5427.256348
	Iteration 12F: 3 clusters Score -6958126 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6960494.000000 Penalty: 5427.256348
	Iteration 13Q: 3 clusters Score -6960494 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -6962244.500000 Penalty: 5427.256348
	Iteration 14Q: 3 clusters Score -6962244 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -6963279.500000 Penalty: 5427.256348
	Iteration 15Q: 3 clusters Score -6963280 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6964050.500000 Penalty: 5427.256348
	Iteration 16Q: 3 clusters Score -6964050 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6964562.000000 Penalty: 5427.256348
	Iteration 17Q: 3 clusters Score -6964562 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -6964883.500000 Penalty: 5427.256348
	Iteration 18Q: 3 clusters Score -6964884 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -6965094.500000 Penalty: 5427.256348
	Iteration 19Q: 3 clusters Score -6965094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -6965253.500000 Penalty: 5427.256348
	Iteration 20F: 3 clusters Score -6965254 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -6965374.500000 Penalty: 5427.256348
	Iteration 21Q: 3 clusters Score -6965374 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -6965445.500000 Penalty: 5427.256348
	Iteration 22Q: 3 clusters Score -6965446 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6965485.500000 Penalty: 5427.256348
	Iteration 23Q: 3 clusters Score -6965486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6965532.500000 Penalty: 5427.256348
	Iteration 24Q: 3 clusters Score -6965532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6965568.500000 Penalty: 5427.256348
	Iteration 25Q: 3 clusters Score -6965568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -6965574.000000 Penalty: 5427.256348
	Iteration 26Q: 3 clusters Score -6965574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -6965592.500000 Penalty: 5427.256348
	Iteration 27Q: 3 clusters Score -6965592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6965592.500000 Penalty: 5427.256348
	Iteration 28Q: 3 clusters Score -6965592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -6965602.000000 Penalty: 5427.256348
	Iteration 29Q: 3 clusters Score -6965602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -6965611.500000 Penalty: 5427.256348
	Iteration 30Q: 3 clusters Score -6965612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6965631.000000 Penalty: 5427.256348
	Iteration 31Q: 3 clusters Score -6965631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -6965631.500000 Penalty: 5427.256348
	Iteration 32Q: 3 clusters Score -6965632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -6965633.000000 Penalty: 5427.256348
	Iteration 33Q: 3 clusters Score -6965633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -6965636.500000 Penalty: 5427.256348
	Iteration 34Q: 3 clusters Score -6965636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -6965635.500000 Penalty: 5427.256348
	Iteration 35Q: 3 clusters Score -6965636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -6965636.500000 Penalty: 5427.256348
	Iteration 36Q: 3 clusters Score -6965636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -6965638.500000 Penalty: 5427.256348
	Iteration 37Q: 3 clusters Score -6965638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -6965635.500000 Penalty: 5427.256348
	Iteration 38Q: 3 clusters Score -6965636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6965627.000000 Penalty: 5427.256348
	Iteration 39Q: 3 clusters Score -6965627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -6965639.500000 Penalty: 5427.256348
	Iteration 40F: 3 clusters Score -6965640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6965622.500000 Penalty: 5427.256348
	Iteration 41Q: 3 clusters Score -6965622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6965630.000000 Penalty: 5427.256348
	Iteration 42Q: 3 clusters Score -6965630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -6965630.500000 Penalty: 5427.256348
	Iteration 43Q: 3 clusters Score -6965630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6965640.000000 Penalty: 5427.256348
	Iteration 44Q: 3 clusters Score -6965640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -6965641.500000 Penalty: 5427.256348
	Iteration 45Q: 3 clusters Score -6965642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6965640.500000 Penalty: 5427.256348
	Iteration 46Q: 3 clusters Score -6965640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6965649.500000 Penalty: 5427.256348
	Iteration 47Q: 3 clusters Score -6965650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -6965649.000000 Penalty: 5427.256348
	Iteration 48Q: 3 clusters Score -6965649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6965652.000000 Penalty: 5427.256348
	Iteration 49Q: 3 clusters Score -6965652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -6965653.500000 Penalty: 5427.256348
	Iteration 50Q: 3 clusters Score -6965654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -6965650.000000 Penalty: 5427.256348
	Iteration 51Q: 3 clusters Score -6965650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6965660.000000 Penalty: 5427.256348
	Iteration 52Q: 3 clusters Score -6965660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6965662.000000 Penalty: 5427.256348
	Iteration 53Q: 3 clusters Score -6965662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -6965655.000000 Penalty: 5427.256348
	Iteration 54Q: 3 clusters Score -6965655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6965657.500000 Penalty: 5427.256348
	Iteration 55Q: 3 clusters Score -6965658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6965655.500000 Penalty: 5427.256348
	Iteration 56Q: 3 clusters Score -6965656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -6965656.000000 Penalty: 5427.256348
	Iteration 57Q: 3 clusters Score -6965656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6965661.500000 Penalty: 5427.256348
	Iteration 58Q: 3 clusters Score -6965662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -6965664.000000 Penalty: 5427.256348
	Iteration 59Q: 3 clusters Score -6965664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -6965661.000000 Penalty: 5427.256348
	Iteration 60F: 3 clusters Score -6965661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (160130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160130 members 
Entering Unmasked Estep 
Score: -19804288.000000 Penalty: 2971.967773
	Iteration 0F: 2 clusters Score -1.980429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -19696862.000000 Penalty: 5943.935547
	Iteration 0F: 3 clusters Score -1.969686e+07 nChanged 76782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -19742628.000000 Penalty: 5943.935547
	Iteration 1F: 3 clusters Score -1.974263e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -19744098.000000 Penalty: 5943.935547
	Iteration 2Q: 3 clusters Score -1.97441e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -19746676.000000 Penalty: 5943.935547
	Iteration 3Q: 3 clusters Score -1.974668e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -19750168.000000 Penalty: 5943.935547
	Iteration 4Q: 3 clusters Score -1.975017e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -19754514.000000 Penalty: 5943.935547
	Iteration 5F: 3 clusters Score -1.975451e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -19759130.000000 Penalty: 5943.935547
	Iteration 6F: 3 clusters Score -1.975913e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -19763794.000000 Penalty: 5943.935547
	Iteration 7F: 3 clusters Score -1.976379e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -19768372.000000 Penalty: 5943.935547
	Iteration 8F: 3 clusters Score -1.976837e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -19773452.000000 Penalty: 5943.935547
	Iteration 9F: 3 clusters Score -1.977345e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -19778942.000000 Penalty: 5943.935547
	Iteration 10F: 3 clusters Score -1.977894e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -19784626.000000 Penalty: 5943.935547
	Iteration 11F: 3 clusters Score -1.978463e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -19790056.000000 Penalty: 5943.935547
	Iteration 12Q: 3 clusters Score -1.979006e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -19794494.000000 Penalty: 5943.935547
	Iteration 13Q: 3 clusters Score -1.979449e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -19797528.000000 Penalty: 5943.935547
	Iteration 14Q: 3 clusters Score -1.979753e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19799452.000000 Penalty: 5943.935547
	Iteration 15Q: 3 clusters Score -1.979945e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19800554.000000 Penalty: 5943.935547
	Iteration 16Q: 3 clusters Score -1.980055e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158129 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19801196.000000 Penalty: 5943.935547
	Iteration 17Q: 3 clusters Score -1.98012e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19801478.000000 Penalty: 5943.935547
	Iteration 18Q: 3 clusters Score -1.980148e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19801686.000000 Penalty: 5943.935547
	Iteration 19Q: 3 clusters Score -1.980169e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159000 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19801768.000000 Penalty: 5943.935547
	Iteration 20F: 3 clusters Score -1.980177e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19801842.000000 Penalty: 5943.935547
	Iteration 21Q: 3 clusters Score -1.980184e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19801898.000000 Penalty: 5943.935547
	Iteration 22Q: 3 clusters Score -1.98019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19801946.000000 Penalty: 5943.935547
	Iteration 23Q: 3 clusters Score -1.980195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19801960.000000 Penalty: 5943.935547
	Iteration 24Q: 3 clusters Score -1.980196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159278 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19801974.000000 Penalty: 5943.935547
	Iteration 25Q: 3 clusters Score -1.980197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19801976.000000 Penalty: 5943.935547
	Iteration 26Q: 3 clusters Score -1.980198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19801988.000000 Penalty: 5943.935547
	Iteration 27Q: 3 clusters Score -1.980199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19801990.000000 Penalty: 5943.935547
	Iteration 28Q: 3 clusters Score -1.980199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -19801994.000000 Penalty: 5943.935547
	Iteration 29Q: 3 clusters Score -1.980199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159329 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19802006.000000 Penalty: 5943.935547
	Iteration 30Q: 3 clusters Score -1.980201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19802018.000000 Penalty: 5943.935547
	Iteration 31Q: 3 clusters Score -1.980202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19802028.000000 Penalty: 5943.935547
	Iteration 32Q: 3 clusters Score -1.980203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19802030.000000 Penalty: 5943.935547
	Iteration 33Q: 3 clusters Score -1.980203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19802040.000000 Penalty: 5943.935547
	Iteration 34Q: 3 clusters Score -1.980204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19802040.000000 Penalty: 5943.935547
	Iteration 35Q: 3 clusters Score -1.980204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19802040.000000 Penalty: 5943.935547
	Iteration 36Q: 3 clusters Score -1.980204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19802036.000000 Penalty: 5943.935547
	Iteration 37Q: 3 clusters Score -1.980204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19802028.000000 Penalty: 5943.935547
	Iteration 38Q: 3 clusters Score -1.980203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19802028.000000 Penalty: 5943.935547
	Iteration 39F: 3 clusters Score -1.980203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Entering Unmasked Estep 
Score: -2920198.500000 Penalty: 2510.300781
	Iteration 0F: 2 clusters Score -2920198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2902960.500000 Penalty: 5020.601562
	Iteration 0F: 3 clusters Score -2902960 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2909016.000000 Penalty: 5020.601562
	Iteration 1F: 3 clusters Score -2909016 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2909540.250000 Penalty: 5020.601562
	Iteration 2F: 3 clusters Score -2909540 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2909994.250000 Penalty: 5020.601562
	Iteration 3Q: 3 clusters Score -2909994 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2910434.500000 Penalty: 5020.601562
	Iteration 4Q: 3 clusters Score -2910434 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2910835.000000 Penalty: 5020.601562
	Iteration 5Q: 3 clusters Score -2910835 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2911281.500000 Penalty: 5020.601562
	Iteration 6Q: 3 clusters Score -2911282 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2911725.500000 Penalty: 5020.601562
	Iteration 7Q: 3 clusters Score -2911726 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2912156.750000 Penalty: 5020.601562
	Iteration 8Q: 3 clusters Score -2912157 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2912659.250000 Penalty: 5020.601562
	Iteration 9Q: 3 clusters Score -2912659 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2913223.250000 Penalty: 5020.601562
	Iteration 10Q: 3 clusters Score -2913223 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2913880.500000 Penalty: 5020.601562
	Iteration 11Q: 3 clusters Score -2913880 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2914582.750000 Penalty: 5020.601562
	Iteration 12Q: 3 clusters Score -2914583 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2915282.000000 Penalty: 5020.601562
	Iteration 13Q: 3 clusters Score -2915282 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2915841.000000 Penalty: 5020.601562
	Iteration 14Q: 3 clusters Score -2915841 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2916274.250000 Penalty: 5020.601562
	Iteration 15Q: 3 clusters Score -2916274 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2916542.000000 Penalty: 5020.601562
	Iteration 16Q: 3 clusters Score -2916542 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2916769.250000 Penalty: 5020.601562
	Iteration 17Q: 3 clusters Score -2916769 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2916965.750000 Penalty: 5020.601562
	Iteration 18Q: 3 clusters Score -2916966 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2917126.750000 Penalty: 5020.601562
	Iteration 19Q: 3 clusters Score -2917127 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2917268.750000 Penalty: 5020.601562
	Iteration 20F: 3 clusters Score -2917269 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2917437.000000 Penalty: 5020.601562
	Iteration 21Q: 3 clusters Score -2917437 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2917552.000000 Penalty: 5020.601562
	Iteration 22Q: 3 clusters Score -2917552 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2917682.250000 Penalty: 5020.601562
	Iteration 23Q: 3 clusters Score -2917682 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2917783.500000 Penalty: 5020.601562
	Iteration 24Q: 3 clusters Score -2917784 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2917888.250000 Penalty: 5020.601562
	Iteration 25Q: 3 clusters Score -2917888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2917986.000000 Penalty: 5020.601562
	Iteration 26Q: 3 clusters Score -2917986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2918077.500000 Penalty: 5020.601562
	Iteration 27Q: 3 clusters Score -2918078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2918184.250000 Penalty: 5020.601562
	Iteration 28Q: 3 clusters Score -2918184 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2918270.250000 Penalty: 5020.601562
	Iteration 29Q: 3 clusters Score -2918270 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2918365.250000 Penalty: 5020.601562
	Iteration 30Q: 3 clusters Score -2918365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2918461.250000 Penalty: 5020.601562
	Iteration 31Q: 3 clusters Score -2918461 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2918548.750000 Penalty: 5020.601562
	Iteration 32Q: 3 clusters Score -2918549 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2918648.250000 Penalty: 5020.601562
	Iteration 33Q: 3 clusters Score -2918648 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2918701.250000 Penalty: 5020.601562
	Iteration 34Q: 3 clusters Score -2918701 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2918774.000000 Penalty: 5020.601562
	Iteration 35Q: 3 clusters Score -2918774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2918818.000000 Penalty: 5020.601562
	Iteration 36Q: 3 clusters Score -2918818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2918847.750000 Penalty: 5020.601562
	Iteration 37Q: 3 clusters Score -2918848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2918883.250000 Penalty: 5020.601562
	Iteration 38Q: 3 clusters Score -2918883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2918905.500000 Penalty: 5020.601562
	Iteration 39Q: 3 clusters Score -2918906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2918936.000000 Penalty: 5020.601562
	Iteration 40F: 3 clusters Score -2918936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2918962.750000 Penalty: 5020.601562
	Iteration 41Q: 3 clusters Score -2918963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2918987.000000 Penalty: 5020.601562
	Iteration 42Q: 3 clusters Score -2918987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2918996.500000 Penalty: 5020.601562
	Iteration 43Q: 3 clusters Score -2918996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2919006.000000 Penalty: 5020.601562
	Iteration 44Q: 3 clusters Score -2919006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2919024.750000 Penalty: 5020.601562
	Iteration 45Q: 3 clusters Score -2919025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2919043.000000 Penalty: 5020.601562
	Iteration 46Q: 3 clusters Score -2919043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2919057.750000 Penalty: 5020.601562
	Iteration 47Q: 3 clusters Score -2919058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2919077.250000 Penalty: 5020.601562
	Iteration 48Q: 3 clusters Score -2919077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2919103.750000 Penalty: 5020.601562
	Iteration 49Q: 3 clusters Score -2919104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2919115.000000 Penalty: 5020.601562
	Iteration 50Q: 3 clusters Score -2919115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2919120.750000 Penalty: 5020.601562
	Iteration 51Q: 3 clusters Score -2919121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2919136.500000 Penalty: 5020.601562
	Iteration 52Q: 3 clusters Score -2919136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2919138.750000 Penalty: 5020.601562
	Iteration 53Q: 3 clusters Score -2919139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2919149.250000 Penalty: 5020.601562
	Iteration 54Q: 3 clusters Score -2919149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2919150.000000 Penalty: 5020.601562
	Iteration 55Q: 3 clusters Score -2919150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2919152.000000 Penalty: 5020.601562
	Iteration 56Q: 3 clusters Score -2919152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2919155.500000 Penalty: 5020.601562
	Iteration 57Q: 3 clusters Score -2919156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2919163.250000 Penalty: 5020.601562
	Iteration 58Q: 3 clusters Score -2919163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2919157.000000 Penalty: 5020.601562
	Iteration 59Q: 3 clusters Score -2919157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2919163.250000 Penalty: 5020.601562
	Iteration 60F: 3 clusters Score -2919163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2919166.750000 Penalty: 5020.601562
	Iteration 61Q: 3 clusters Score -2919167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2919172.000000 Penalty: 5020.601562
	Iteration 62Q: 3 clusters Score -2919172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2919170.250000 Penalty: 5020.601562
	Iteration 63Q: 3 clusters Score -2919170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2919172.000000 Penalty: 5020.601562
	Iteration 64Q: 3 clusters Score -2919172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2919174.250000 Penalty: 5020.601562
	Iteration 65Q: 3 clusters Score -2919174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2919182.250000 Penalty: 5020.601562
	Iteration 66Q: 3 clusters Score -2919182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2919179.750000 Penalty: 5020.601562
	Iteration 67Q: 3 clusters Score -2919180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2919184.000000 Penalty: 5020.601562
	Iteration 68Q: 3 clusters Score -2919184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2919181.000000 Penalty: 5020.601562
	Iteration 69Q: 3 clusters Score -2919181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2919182.750000 Penalty: 5020.601562
	Iteration 70Q: 3 clusters Score -2919183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2919180.500000 Penalty: 5020.601562
	Iteration 71Q: 3 clusters Score -2919180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2919181.750000 Penalty: 5020.601562
	Iteration 72Q: 3 clusters Score -2919182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2919181.750000 Penalty: 5020.601562
	Iteration 73F: 3 clusters Score -2919182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Entering Unmasked Estep 
Score: -1646202.000000 Penalty: 2348.026123
	Iteration 0F: 2 clusters Score -1646202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1636766.375000 Penalty: 4696.052246
	Iteration 0F: 3 clusters Score -1636766 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1640011.750000 Penalty: 4696.052246
	Iteration 1F: 3 clusters Score -1640012 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1641069.875000 Penalty: 4696.052246
	Iteration 2F: 3 clusters Score -1641070 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1642190.125000 Penalty: 4696.052246
	Iteration 3F: 3 clusters Score -1642190 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1643101.625000 Penalty: 4696.052246
	Iteration 4F: 3 clusters Score -1643102 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1643831.000000 Penalty: 4696.052246
	Iteration 5F: 3 clusters Score -1643831 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1644393.875000 Penalty: 4696.052246
	Iteration 6F: 3 clusters Score -1644394 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1644787.750000 Penalty: 4696.052246
	Iteration 7Q: 3 clusters Score -1644788 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1645035.625000 Penalty: 4696.052246
	Iteration 8Q: 3 clusters Score -1645036 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1645195.250000 Penalty: 4696.052246
	Iteration 9Q: 3 clusters Score -1645195 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1645310.250000 Penalty: 4696.052246
	Iteration 10Q: 3 clusters Score -1645310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1645386.750000 Penalty: 4696.052246
	Iteration 11Q: 3 clusters Score -1645387 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1645455.875000 Penalty: 4696.052246
	Iteration 12Q: 3 clusters Score -1645456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1645514.125000 Penalty: 4696.052246
	Iteration 13Q: 3 clusters Score -1645514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1645544.250000 Penalty: 4696.052246
	Iteration 14Q: 3 clusters Score -1645544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1645567.750000 Penalty: 4696.052246
	Iteration 15Q: 3 clusters Score -1645568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1645600.750000 Penalty: 4696.052246
	Iteration 16Q: 3 clusters Score -1645601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1645621.875000 Penalty: 4696.052246
	Iteration 17Q: 3 clusters Score -1645622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1645634.375000 Penalty: 4696.052246
	Iteration 18Q: 3 clusters Score -1645634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1645637.625000 Penalty: 4696.052246
	Iteration 19Q: 3 clusters Score -1645638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1645648.500000 Penalty: 4696.052246
	Iteration 20F: 3 clusters Score -1645648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1645656.875000 Penalty: 4696.052246
	Iteration 21Q: 3 clusters Score -1645657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1645657.750000 Penalty: 4696.052246
	Iteration 22Q: 3 clusters Score -1645658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1645660.625000 Penalty: 4696.052246
	Iteration 23Q: 3 clusters Score -1645661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1645662.375000 Penalty: 4696.052246
	Iteration 24Q: 3 clusters Score -1645662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1645668.625000 Penalty: 4696.052246
	Iteration 25Q: 3 clusters Score -1645669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1645673.375000 Penalty: 4696.052246
	Iteration 26Q: 3 clusters Score -1645673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1645676.625000 Penalty: 4696.052246
	Iteration 27Q: 3 clusters Score -1645677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1645675.000000 Penalty: 4696.052246
	Iteration 28Q: 3 clusters Score -1645675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1645677.750000 Penalty: 4696.052246
	Iteration 29Q: 3 clusters Score -1645678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1645678.625000 Penalty: 4696.052246
	Iteration 30Q: 3 clusters Score -1645679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1645685.375000 Penalty: 4696.052246
	Iteration 31Q: 3 clusters Score -1645685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1645689.125000 Penalty: 4696.052246
	Iteration 32Q: 3 clusters Score -1645689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1645696.000000 Penalty: 4696.052246
	Iteration 33Q: 3 clusters Score -1645696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1645698.250000 Penalty: 4696.052246
	Iteration 34Q: 3 clusters Score -1645698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1645699.125000 Penalty: 4696.052246
	Iteration 35Q: 3 clusters Score -1645699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1645701.375000 Penalty: 4696.052246
	Iteration 36Q: 3 clusters Score -1645701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1645701.375000 Penalty: 4696.052246
	Iteration 37F: 3 clusters Score -1645701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -244771.656250 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -244771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241989.890625 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -241989.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -242645.468750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -242645.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -242888.609375 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -242888.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -243096.390625 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -243096.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -243286.546875 Penalty: 3841.521484
	Iteration 4F: 3 clusters Score -243286.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -243434.031250 Penalty: 3841.521484
	Iteration 5F: 3 clusters Score -243434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -243532.000000 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -243532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -243611.125000 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -243611.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243672.656250 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -243672.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243721.453125 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -243721.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -243750.484375 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -243750.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243771.125000 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -243771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243786.484375 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -243786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -243797.734375 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -243797.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -243807.281250 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -243807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -243817.734375 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -243817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -243830.265625 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -243830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -243839.796875 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -243839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -243846.328125 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -243846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243853.734375 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -243853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243858.937500 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -243858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -243861.578125 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -243861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243862.312500 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -243862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -243864.375000 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -243864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -243864.375000 Penalty: 3841.521484
	Iteration 24F: 3 clusters Score -243864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Entering Unmasked Estep 
Score: -4939585.000000 Penalty: 2626.734863
	Iteration 0F: 2 clusters Score -4939585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4912707.500000 Penalty: 5253.469727
	Iteration 0F: 3 clusters Score -4912708 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4922616.500000 Penalty: 5253.469727
	Iteration 1F: 3 clusters Score -4922616 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4923142.500000 Penalty: 5253.469727
	Iteration 2Q: 3 clusters Score -4923142 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4923628.000000 Penalty: 5253.469727
	Iteration 3Q: 3 clusters Score -4923628 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4924100.000000 Penalty: 5253.469727
	Iteration 4Q: 3 clusters Score -4924100 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4924583.000000 Penalty: 5253.469727
	Iteration 5Q: 3 clusters Score -4924583 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4925122.000000 Penalty: 5253.469727
	Iteration 6Q: 3 clusters Score -4925122 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -4925831.000000 Penalty: 5253.469727
	Iteration 7Q: 3 clusters Score -4925831 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4926900.500000 Penalty: 5253.469727
	Iteration 8Q: 3 clusters Score -4926900 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4928312.500000 Penalty: 5253.469727
	Iteration 9F: 3 clusters Score -4928312 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4930153.000000 Penalty: 5253.469727
	Iteration 10F: 3 clusters Score -4930153 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4931960.500000 Penalty: 5253.469727
	Iteration 11F: 3 clusters Score -4931960 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4933619.500000 Penalty: 5253.469727
	Iteration 12Q: 3 clusters Score -4933620 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4934940.500000 Penalty: 5253.469727
	Iteration 13Q: 3 clusters Score -4934940 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4935809.000000 Penalty: 5253.469727
	Iteration 14Q: 3 clusters Score -4935809 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4936360.500000 Penalty: 5253.469727
	Iteration 15Q: 3 clusters Score -4936360 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4936690.500000 Penalty: 5253.469727
	Iteration 16Q: 3 clusters Score -4936690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4936896.000000 Penalty: 5253.469727
	Iteration 17Q: 3 clusters Score -4936896 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -4937044.000000 Penalty: 5253.469727
	Iteration 18Q: 3 clusters Score -4937044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4937139.000000 Penalty: 5253.469727
	Iteration 19Q: 3 clusters Score -4937139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4937201.500000 Penalty: 5253.469727
	Iteration 20F: 3 clusters Score -4937202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4937260.000000 Penalty: 5253.469727
	Iteration 21Q: 3 clusters Score -4937260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -4937300.000000 Penalty: 5253.469727
	Iteration 22Q: 3 clusters Score -4937300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4937327.000000 Penalty: 5253.469727
	Iteration 23Q: 3 clusters Score -4937327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4937346.000000 Penalty: 5253.469727
	Iteration 24Q: 3 clusters Score -4937346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4937363.000000 Penalty: 5253.469727
	Iteration 25Q: 3 clusters Score -4937363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4937390.500000 Penalty: 5253.469727
	Iteration 26Q: 3 clusters Score -4937390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -4937393.500000 Penalty: 5253.469727
	Iteration 27Q: 3 clusters Score -4937394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -4937399.000000 Penalty: 5253.469727
	Iteration 28Q: 3 clusters Score -4937399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4937403.000000 Penalty: 5253.469727
	Iteration 29Q: 3 clusters Score -4937403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4937403.000000 Penalty: 5253.469727
	Iteration 30F: 3 clusters Score -4937403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -466953.875000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -466953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -462976.812500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -462976.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -464051.531250 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -464051.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -464508.687500 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -464508.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -465106.875000 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -465106.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -466040.031250 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -466040 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -467259.406250 Penalty: 4127.907715
	Iteration 5F: 3 clusters Score -467259.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -467938.906250 Penalty: 4127.907715
	Iteration 6F: 3 clusters Score -467938.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -468149.250000 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -468149.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -468201.281250 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -468201.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -468227.375000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -468227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -468240.468750 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -468240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -468248.000000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -468248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -468251.562500 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -468251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -468255.312500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -468255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -468256.656250 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -468256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -468256.875000 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -468256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -468257.593750 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -468257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -468257.593750 Penalty: 4127.907715
	Iteration 17F: 3 clusters Score -468257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56503 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359808 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58059 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59820 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28297 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 2607 members 
Entering Unmasked Estep 
Score: -142008960.000000 Penalty: 166335.640625
Splitting cluster 14 changes total score from -142009920.000000 to -142008960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -700412.750000 Penalty: 2150.903809
	Iteration 0F: 2 clusters Score -700412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -695324.062500 Penalty: 4301.807617
	Iteration 0F: 3 clusters Score -695324.1 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -696704.312500 Penalty: 4301.807617
	Iteration 1F: 3 clusters Score -696704.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -696976.062500 Penalty: 4301.807617
	Iteration 2F: 3 clusters Score -696976.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -697165.312500 Penalty: 4301.807617
	Iteration 3F: 3 clusters Score -697165.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -697329.562500 Penalty: 4301.807617
	Iteration 4Q: 3 clusters Score -697329.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -697508.562500 Penalty: 4301.807617
	Iteration 5Q: 3 clusters Score -697508.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -697668.375000 Penalty: 4301.807617
	Iteration 6Q: 3 clusters Score -697668.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -697817.437500 Penalty: 4301.807617
	Iteration 7Q: 3 clusters Score -697817.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -697956.000000 Penalty: 4301.807617
	Iteration 8Q: 3 clusters Score -697956 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -698083.812500 Penalty: 4301.807617
	Iteration 9Q: 3 clusters Score -698083.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -698218.687500 Penalty: 4301.807617
	Iteration 10Q: 3 clusters Score -698218.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -698335.875000 Penalty: 4301.807617
	Iteration 11Q: 3 clusters Score -698335.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -698462.875000 Penalty: 4301.807617
	Iteration 12Q: 3 clusters Score -698462.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -698561.750000 Penalty: 4301.807617
	Iteration 13Q: 3 clusters Score -698561.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -698657.312500 Penalty: 4301.807617
	Iteration 14Q: 3 clusters Score -698657.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -698751.437500 Penalty: 4301.807617
	Iteration 15Q: 3 clusters Score -698751.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -698807.687500 Penalty: 4301.807617
	Iteration 16Q: 3 clusters Score -698807.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -698844.250000 Penalty: 4301.807617
	Iteration 17Q: 3 clusters Score -698844.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -698867.875000 Penalty: 4301.807617
	Iteration 18Q: 3 clusters Score -698867.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -698890.187500 Penalty: 4301.807617
	Iteration 19Q: 3 clusters Score -698890.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -698913.937500 Penalty: 4301.807617
	Iteration 20F: 3 clusters Score -698913.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -698924.937500 Penalty: 4301.807617
	Iteration 21Q: 3 clusters Score -698924.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -698932.187500 Penalty: 4301.807617
	Iteration 22Q: 3 clusters Score -698932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -698940.562500 Penalty: 4301.807617
	Iteration 23Q: 3 clusters Score -698940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -698943.875000 Penalty: 4301.807617
	Iteration 24Q: 3 clusters Score -698943.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -698954.375000 Penalty: 4301.807617
	Iteration 25Q: 3 clusters Score -698954.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -698963.562500 Penalty: 4301.807617
	Iteration 26Q: 3 clusters Score -698963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -698969.250000 Penalty: 4301.807617
	Iteration 27Q: 3 clusters Score -698969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -698973.437500 Penalty: 4301.807617
	Iteration 28Q: 3 clusters Score -698973.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -698976.312500 Penalty: 4301.807617
	Iteration 29Q: 3 clusters Score -698976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -698977.500000 Penalty: 4301.807617
	Iteration 30Q: 3 clusters Score -698977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -698977.812500 Penalty: 4301.807617
	Iteration 31Q: 3 clusters Score -698977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -698977.250000 Penalty: 4301.807617
	Iteration 32Q: 3 clusters Score -698977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -698977.062500 Penalty: 4301.807617
	Iteration 33Q: 3 clusters Score -698977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -698977.062500 Penalty: 4301.807617
	Iteration 34F: 3 clusters Score -698977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -49643.878906 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -49643.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48185.757812 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -48185.76 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48383.613281 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -48383.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48458.121094 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -48458.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48493.125000 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -48493.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48517.128906 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -48517.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48526.761719 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -48526.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48542.074219 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -48542.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48551.789062 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -48551.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48555.234375 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -48555.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48555.234375 Penalty: 3011.085938
	Iteration 9F: 3 clusters Score -48555.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (359808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359808 members 
Entering Unmasked Estep 
Score: -45086512.000000 Penalty: 3172.744629
	Iteration 0F: 2 clusters Score -4.508651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179398 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -44870276.000000 Penalty: 6345.489258
	Iteration 0F: 3 clusters Score -4.487028e+07 nChanged 174504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 193526 members 
Entering Unmasked Estep 
Score: -44974168.000000 Penalty: 6345.489258
	Iteration 1F: 3 clusters Score -4.497417e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -44977452.000000 Penalty: 6345.489258
	Iteration 2Q: 3 clusters Score -4.497745e+07 nChanged 15870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 216280 members 
Entering Unmasked Estep 
Score: -44983576.000000 Penalty: 6345.489258
	Iteration 3Q: 3 clusters Score -4.498358e+07 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123228 members 
Mstep: Class 2 contains 236580 members 
Entering Unmasked Estep 
Score: -44994024.000000 Penalty: 6345.489258
	Iteration 4F: 3 clusters Score -4.499402e+07 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 264252 members 
Entering Unmasked Estep 
Score: -45010836.000000 Penalty: 6345.489258
	Iteration 5F: 3 clusters Score -4.501084e+07 nChanged 32160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 296176 members 
Entering Unmasked Estep 
Score: -45032244.000000 Penalty: 6345.489258
	Iteration 6F: 3 clusters Score -4.503224e+07 nChanged 28943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 325079 members 
Entering Unmasked Estep 
Score: -45053856.000000 Penalty: 6345.489258
	Iteration 7F: 3 clusters Score -4.505386e+07 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 344937 members 
Entering Unmasked Estep 
Score: -45072800.000000 Penalty: 6345.489258
	Iteration 8F: 3 clusters Score -4.50728e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 355057 members 
Entering Unmasked Estep 
Score: -45080816.000000 Penalty: 6345.489258
	Iteration 9Q: 3 clusters Score -4.508082e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 358521 members 
Entering Unmasked Estep 
Score: -45082880.000000 Penalty: 6345.489258
	Iteration 10Q: 3 clusters Score -4.508288e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 359373 members 
Entering Unmasked Estep 
Score: -45083432.000000 Penalty: 6345.489258
	Iteration 11Q: 3 clusters Score -4.508343e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 359544 members 
Entering Unmasked Estep 
Score: -45083564.000000 Penalty: 6345.489258
	Iteration 12Q: 3 clusters Score -4.508356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 359590 members 
Entering Unmasked Estep 
Score: -45083628.000000 Penalty: 6345.489258
	Iteration 13Q: 3 clusters Score -4.508363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 359607 members 
Entering Unmasked Estep 
Score: -45083648.000000 Penalty: 6345.489258
	Iteration 14Q: 3 clusters Score -4.508365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 359612 members 
Entering Unmasked Estep 
Score: -45083628.000000 Penalty: 6345.489258
	Iteration 15Q: 3 clusters Score -4.508363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 359616 members 
Entering Unmasked Estep 
Score: -45083664.000000 Penalty: 6345.489258
	Iteration 16Q: 3 clusters Score -4.508366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 359616 members 
Entering Unmasked Estep 
Score: -45083668.000000 Penalty: 6345.489258
	Iteration 17Q: 3 clusters Score -4.508367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 359618 members 
Entering Unmasked Estep 
Score: -45083664.000000 Penalty: 6345.489258
	Iteration 18Q: 3 clusters Score -4.508366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359617 members 
Entering Unmasked Estep 
Score: -45083672.000000 Penalty: 6345.489258
	Iteration 19Q: 3 clusters Score -4.508367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 359617 members 
Entering Unmasked Estep 
Score: -45083672.000000 Penalty: 6345.489258
	Iteration 20F: 3 clusters Score -4.508367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -288718.750000 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -288718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285867.937500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -285867.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -286456.062500 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -286456.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -286594.531250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -286594.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -286657.750000 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -286657.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -286701.937500 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -286701.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286729.718750 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -286729.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -286748.375000 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -286748.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -286765.156250 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -286765.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -286781.375000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -286781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286790.968750 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -286791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -286797.281250 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -286797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -286806.812500 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -286806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286816.218750 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -286816.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286826.531250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -286826.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286833.843750 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -286833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286842.750000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -286842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -286855.593750 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -286855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -286863.906250 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -286863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -286870.718750 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -286870.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -286879.218750 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -286879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -286885.625000 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -286885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -286889.937500 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -286889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -286894.062500 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -286894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286897.593750 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -286897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286900.125000 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -286900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286904.468750 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -286904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -286906.437500 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -286906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -286908.656250 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -286908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286909.437500 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -286909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286909.437500 Penalty: 3842.593750
	Iteration 29F: 3 clusters Score -286909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Entering Unmasked Estep 
Score: -3753047.750000 Penalty: 2553.425293
	Iteration 0F: 2 clusters Score -3753048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3732738.750000 Penalty: 5106.850586
	Iteration 0F: 3 clusters Score -3732739 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3740058.000000 Penalty: 5106.850586
	Iteration 1F: 3 clusters Score -3740058 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3740568.750000 Penalty: 5106.850586
	Iteration 2F: 3 clusters Score -3740569 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3741088.000000 Penalty: 5106.850586
	Iteration 3Q: 3 clusters Score -3741088 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3741510.750000 Penalty: 5106.850586
	Iteration 4Q: 3 clusters Score -3741511 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3741963.500000 Penalty: 5106.850586
	Iteration 5Q: 3 clusters Score -3741964 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3742415.500000 Penalty: 5106.850586
	Iteration 6Q: 3 clusters Score -3742416 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3743028.500000 Penalty: 5106.850586
	Iteration 7Q: 3 clusters Score -3743028 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3743825.250000 Penalty: 5106.850586
	Iteration 8Q: 3 clusters Score -3743825 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3744790.750000 Penalty: 5106.850586
	Iteration 9Q: 3 clusters Score -3744791 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3745813.250000 Penalty: 5106.850586
	Iteration 10Q: 3 clusters Score -3745813 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3746770.750000 Penalty: 5106.850586
	Iteration 11Q: 3 clusters Score -3746771 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3747534.750000 Penalty: 5106.850586
	Iteration 12Q: 3 clusters Score -3747535 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3748130.250000 Penalty: 5106.850586
	Iteration 13Q: 3 clusters Score -3748130 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3748591.000000 Penalty: 5106.850586
	Iteration 14Q: 3 clusters Score -3748591 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3748939.500000 Penalty: 5106.850586
	Iteration 15Q: 3 clusters Score -3748940 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3749227.000000 Penalty: 5106.850586
	Iteration 16Q: 3 clusters Score -3749227 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3749424.000000 Penalty: 5106.850586
	Iteration 17Q: 3 clusters Score -3749424 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3749616.250000 Penalty: 5106.850586
	Iteration 18Q: 3 clusters Score -3749616 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3749768.500000 Penalty: 5106.850586
	Iteration 19Q: 3 clusters Score -3749768 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3749921.000000 Penalty: 5106.850586
	Iteration 20F: 3 clusters Score -3749921 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3750043.000000 Penalty: 5106.850586
	Iteration 21Q: 3 clusters Score -3750043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3750169.750000 Penalty: 5106.850586
	Iteration 22Q: 3 clusters Score -3750170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3750284.000000 Penalty: 5106.850586
	Iteration 23Q: 3 clusters Score -3750284 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3750397.250000 Penalty: 5106.850586
	Iteration 24Q: 3 clusters Score -3750397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3750497.000000 Penalty: 5106.850586
	Iteration 25Q: 3 clusters Score -3750497 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3750572.500000 Penalty: 5106.850586
	Iteration 26Q: 3 clusters Score -3750572 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3750655.500000 Penalty: 5106.850586
	Iteration 27Q: 3 clusters Score -3750656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3750684.500000 Penalty: 5106.850586
	Iteration 28Q: 3 clusters Score -3750684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3750727.500000 Penalty: 5106.850586
	Iteration 29Q: 3 clusters Score -3750728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3750751.000000 Penalty: 5106.850586
	Iteration 30Q: 3 clusters Score -3750751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3750783.250000 Penalty: 5106.850586
	Iteration 31Q: 3 clusters Score -3750783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3750803.500000 Penalty: 5106.850586
	Iteration 32Q: 3 clusters Score -3750804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3750817.500000 Penalty: 5106.850586
	Iteration 33Q: 3 clusters Score -3750818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3750823.000000 Penalty: 5106.850586
	Iteration 34Q: 3 clusters Score -3750823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3750841.500000 Penalty: 5106.850586
	Iteration 35Q: 3 clusters Score -3750842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3750850.000000 Penalty: 5106.850586
	Iteration 36Q: 3 clusters Score -3750850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3750853.750000 Penalty: 5106.850586
	Iteration 37Q: 3 clusters Score -3750854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3750865.750000 Penalty: 5106.850586
	Iteration 38Q: 3 clusters Score -3750866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3750867.500000 Penalty: 5106.850586
	Iteration 39Q: 3 clusters Score -3750868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3750878.750000 Penalty: 5106.850586
	Iteration 40F: 3 clusters Score -3750879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3750879.750000 Penalty: 5106.850586
	Iteration 41Q: 3 clusters Score -3750880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3750884.500000 Penalty: 5106.850586
	Iteration 42Q: 3 clusters Score -3750884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3750888.750000 Penalty: 5106.850586
	Iteration 43Q: 3 clusters Score -3750889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3750889.500000 Penalty: 5106.850586
	Iteration 44Q: 3 clusters Score -3750890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3750894.750000 Penalty: 5106.850586
	Iteration 45Q: 3 clusters Score -3750895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3750897.750000 Penalty: 5106.850586
	Iteration 46Q: 3 clusters Score -3750898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3750905.000000 Penalty: 5106.850586
	Iteration 47Q: 3 clusters Score -3750905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3750906.250000 Penalty: 5106.850586
	Iteration 48Q: 3 clusters Score -3750906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3750910.750000 Penalty: 5106.850586
	Iteration 49Q: 3 clusters Score -3750911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3750912.500000 Penalty: 5106.850586
	Iteration 50Q: 3 clusters Score -3750912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3750911.000000 Penalty: 5106.850586
	Iteration 51Q: 3 clusters Score -3750911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3750914.500000 Penalty: 5106.850586
	Iteration 52Q: 3 clusters Score -3750914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3750914.500000 Penalty: 5106.850586
	Iteration 53F: 3 clusters Score -3750914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -710951.000000 Penalty: 2153.605469
	Iteration 0F: 2 clusters Score -710951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -705903.562500 Penalty: 4307.210938
	Iteration 0F: 3 clusters Score -705903.6 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -707211.000000 Penalty: 4307.210938
	Iteration 1F: 3 clusters Score -707211 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -707471.125000 Penalty: 4307.210938
	Iteration 2F: 3 clusters Score -707471.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -707674.375000 Penalty: 4307.210938
	Iteration 3F: 3 clusters Score -707674.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -707866.750000 Penalty: 4307.210938
	Iteration 4Q: 3 clusters Score -707866.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -708026.437500 Penalty: 4307.210938
	Iteration 5Q: 3 clusters Score -708026.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -708199.812500 Penalty: 4307.210938
	Iteration 6Q: 3 clusters Score -708199.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -708355.500000 Penalty: 4307.210938
	Iteration 7Q: 3 clusters Score -708355.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -708480.937500 Penalty: 4307.210938
	Iteration 8Q: 3 clusters Score -708480.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -708566.875000 Penalty: 4307.210938
	Iteration 9Q: 3 clusters Score -708566.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -708640.375000 Penalty: 4307.210938
	Iteration 10Q: 3 clusters Score -708640.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -708702.125000 Penalty: 4307.210938
	Iteration 11Q: 3 clusters Score -708702.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -708770.000000 Penalty: 4307.210938
	Iteration 12Q: 3 clusters Score -708770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -708833.562500 Penalty: 4307.210938
	Iteration 13Q: 3 clusters Score -708833.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -708894.687500 Penalty: 4307.210938
	Iteration 14Q: 3 clusters Score -708894.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -708950.062500 Penalty: 4307.210938
	Iteration 15Q: 3 clusters Score -708950.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -708995.000000 Penalty: 4307.210938
	Iteration 16Q: 3 clusters Score -708995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -709026.625000 Penalty: 4307.210938
	Iteration 17Q: 3 clusters Score -709026.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -709052.937500 Penalty: 4307.210938
	Iteration 18Q: 3 clusters Score -709052.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -709072.437500 Penalty: 4307.210938
	Iteration 19Q: 3 clusters Score -709072.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -709089.812500 Penalty: 4307.210938
	Iteration 20F: 3 clusters Score -709089.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -709100.625000 Penalty: 4307.210938
	Iteration 21Q: 3 clusters Score -709100.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -709109.000000 Penalty: 4307.210938
	Iteration 22Q: 3 clusters Score -709109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -709115.312500 Penalty: 4307.210938
	Iteration 23Q: 3 clusters Score -709115.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -709122.000000 Penalty: 4307.210938
	Iteration 24Q: 3 clusters Score -709122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -709127.750000 Penalty: 4307.210938
	Iteration 25Q: 3 clusters Score -709127.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -709136.312500 Penalty: 4307.210938
	Iteration 26Q: 3 clusters Score -709136.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -709140.937500 Penalty: 4307.210938
	Iteration 27Q: 3 clusters Score -709140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -709148.687500 Penalty: 4307.210938
	Iteration 28Q: 3 clusters Score -709148.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -709152.312500 Penalty: 4307.210938
	Iteration 29Q: 3 clusters Score -709152.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -709153.812500 Penalty: 4307.210938
	Iteration 30Q: 3 clusters Score -709153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -709158.250000 Penalty: 4307.210938
	Iteration 31Q: 3 clusters Score -709158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -709159.500000 Penalty: 4307.210938
	Iteration 32Q: 3 clusters Score -709159.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -709165.312500 Penalty: 4307.210938
	Iteration 33Q: 3 clusters Score -709165.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -709170.375000 Penalty: 4307.210938
	Iteration 34Q: 3 clusters Score -709170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -709172.687500 Penalty: 4307.210938
	Iteration 35Q: 3 clusters Score -709172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -709177.125000 Penalty: 4307.210938
	Iteration 36Q: 3 clusters Score -709177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -709182.125000 Penalty: 4307.210938
	Iteration 37Q: 3 clusters Score -709182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -709185.937500 Penalty: 4307.210938
	Iteration 38Q: 3 clusters Score -709185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -709189.375000 Penalty: 4307.210938
	Iteration 39Q: 3 clusters Score -709189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -709192.937500 Penalty: 4307.210938
	Iteration 40F: 3 clusters Score -709192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -709197.812500 Penalty: 4307.210938
	Iteration 41Q: 3 clusters Score -709197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -709204.812500 Penalty: 4307.210938
	Iteration 42Q: 3 clusters Score -709204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -709206.062500 Penalty: 4307.210938
	Iteration 43Q: 3 clusters Score -709206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -709206.937500 Penalty: 4307.210938
	Iteration 44Q: 3 clusters Score -709206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -709206.562500 Penalty: 4307.210938
	Iteration 45Q: 3 clusters Score -709206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -709207.500000 Penalty: 4307.210938
	Iteration 46Q: 3 clusters Score -709207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -709209.000000 Penalty: 4307.210938
	Iteration 47Q: 3 clusters Score -709209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -709208.687500 Penalty: 4307.210938
	Iteration 48Q: 3 clusters Score -709208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -709208.687500 Penalty: 4307.210938
	Iteration 49F: 3 clusters Score -709208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Entering Unmasked Estep 
Score: -1780515.625000 Penalty: 2377.114746
	Iteration 0F: 2 clusters Score -1780516 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 7264 members 
Entering Unmasked Estep 
Score: -1769986.625000 Penalty: 4754.229492
	Iteration 0F: 3 clusters Score -1769987 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1773410.375000 Penalty: 4754.229492
	Iteration 1F: 3 clusters Score -1773410 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1773920.250000 Penalty: 4754.229492
	Iteration 2F: 3 clusters Score -1773920 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1774348.500000 Penalty: 4754.229492
	Iteration 3F: 3 clusters Score -1774348 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1774699.125000 Penalty: 4754.229492
	Iteration 4F: 3 clusters Score -1774699 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1774942.125000 Penalty: 4754.229492
	Iteration 5Q: 3 clusters Score -1774942 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1775157.500000 Penalty: 4754.229492
	Iteration 6Q: 3 clusters Score -1775158 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1775351.125000 Penalty: 4754.229492
	Iteration 7Q: 3 clusters Score -1775351 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1775534.000000 Penalty: 4754.229492
	Iteration 8Q: 3 clusters Score -1775534 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1775682.375000 Penalty: 4754.229492
	Iteration 9Q: 3 clusters Score -1775682 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1775865.125000 Penalty: 4754.229492
	Iteration 10Q: 3 clusters Score -1775865 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1776082.000000 Penalty: 4754.229492
	Iteration 11Q: 3 clusters Score -1776082 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1776306.000000 Penalty: 4754.229492
	Iteration 12Q: 3 clusters Score -1776306 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1776535.750000 Penalty: 4754.229492
	Iteration 13Q: 3 clusters Score -1776536 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1776763.250000 Penalty: 4754.229492
	Iteration 14Q: 3 clusters Score -1776763 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1776995.500000 Penalty: 4754.229492
	Iteration 15Q: 3 clusters Score -1776996 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1777236.000000 Penalty: 4754.229492
	Iteration 16Q: 3 clusters Score -1777236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1777553.875000 Penalty: 4754.229492
	Iteration 17Q: 3 clusters Score -1777554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1778001.000000 Penalty: 4754.229492
	Iteration 18Q: 3 clusters Score -1778001 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1778356.000000 Penalty: 4754.229492
	Iteration 19Q: 3 clusters Score -1778356 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1778607.750000 Penalty: 4754.229492
	Iteration 20F: 3 clusters Score -1778608 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1778780.875000 Penalty: 4754.229492
	Iteration 21Q: 3 clusters Score -1778781 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1778880.500000 Penalty: 4754.229492
	Iteration 22Q: 3 clusters Score -1778880 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1778928.750000 Penalty: 4754.229492
	Iteration 23Q: 3 clusters Score -1778929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1778962.625000 Penalty: 4754.229492
	Iteration 24Q: 3 clusters Score -1778963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1778992.250000 Penalty: 4754.229492
	Iteration 25Q: 3 clusters Score -1778992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1779013.750000 Penalty: 4754.229492
	Iteration 26Q: 3 clusters Score -1779014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1779024.625000 Penalty: 4754.229492
	Iteration 27Q: 3 clusters Score -1779025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1779033.125000 Penalty: 4754.229492
	Iteration 28Q: 3 clusters Score -1779033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1779047.500000 Penalty: 4754.229492
	Iteration 29Q: 3 clusters Score -1779048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1779060.375000 Penalty: 4754.229492
	Iteration 30Q: 3 clusters Score -1779060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1779081.625000 Penalty: 4754.229492
	Iteration 31Q: 3 clusters Score -1779082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1779109.375000 Penalty: 4754.229492
	Iteration 32Q: 3 clusters Score -1779109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1779172.375000 Penalty: 4754.229492
	Iteration 33Q: 3 clusters Score -1779172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1779208.875000 Penalty: 4754.229492
	Iteration 34Q: 3 clusters Score -1779209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1779231.000000 Penalty: 4754.229492
	Iteration 35Q: 3 clusters Score -1779231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1779251.250000 Penalty: 4754.229492
	Iteration 36Q: 3 clusters Score -1779251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1779264.750000 Penalty: 4754.229492
	Iteration 37Q: 3 clusters Score -1779265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1779270.000000 Penalty: 4754.229492
	Iteration 38Q: 3 clusters Score -1779270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1779276.625000 Penalty: 4754.229492
	Iteration 39Q: 3 clusters Score -1779277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1779285.250000 Penalty: 4754.229492
	Iteration 40F: 3 clusters Score -1779285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1779290.125000 Penalty: 4754.229492
	Iteration 41Q: 3 clusters Score -1779290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1779295.875000 Penalty: 4754.229492
	Iteration 42Q: 3 clusters Score -1779296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1779296.500000 Penalty: 4754.229492
	Iteration 43Q: 3 clusters Score -1779296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1779302.750000 Penalty: 4754.229492
	Iteration 44Q: 3 clusters Score -1779303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1779305.375000 Penalty: 4754.229492
	Iteration 45Q: 3 clusters Score -1779305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1779300.000000 Penalty: 4754.229492
	Iteration 46Q: 3 clusters Score -1779300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1779307.250000 Penalty: 4754.229492
	Iteration 47Q: 3 clusters Score -1779307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1779303.000000 Penalty: 4754.229492
	Iteration 48Q: 3 clusters Score -1779303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1779302.750000 Penalty: 4754.229492
	Iteration 49Q: 3 clusters Score -1779303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1779305.125000 Penalty: 4754.229492
	Iteration 50Q: 3 clusters Score -1779305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1779307.875000 Penalty: 4754.229492
	Iteration 51Q: 3 clusters Score -1779308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1779305.125000 Penalty: 4754.229492
	Iteration 52Q: 3 clusters Score -1779305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1779308.000000 Penalty: 4754.229492
	Iteration 53Q: 3 clusters Score -1779308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1779305.125000 Penalty: 4754.229492
	Iteration 54Q: 3 clusters Score -1779305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1779306.875000 Penalty: 4754.229492
	Iteration 55Q: 3 clusters Score -1779307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1779311.250000 Penalty: 4754.229492
	Iteration 56Q: 3 clusters Score -1779311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1779313.750000 Penalty: 4754.229492
	Iteration 57Q: 3 clusters Score -1779314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1779311.375000 Penalty: 4754.229492
	Iteration 58Q: 3 clusters Score -1779311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1779316.375000 Penalty: 4754.229492
	Iteration 59Q: 3 clusters Score -1779316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1779316.750000 Penalty: 4754.229492
	Iteration 60F: 3 clusters Score -1779317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1779317.625000 Penalty: 4754.229492
	Iteration 61Q: 3 clusters Score -1779318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1779320.625000 Penalty: 4754.229492
	Iteration 62Q: 3 clusters Score -1779321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1779324.000000 Penalty: 4754.229492
	Iteration 63Q: 3 clusters Score -1779324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1779325.375000 Penalty: 4754.229492
	Iteration 64Q: 3 clusters Score -1779325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1779324.625000 Penalty: 4754.229492
	Iteration 65Q: 3 clusters Score -1779325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1779324.875000 Penalty: 4754.229492
	Iteration 66Q: 3 clusters Score -1779325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1779328.500000 Penalty: 4754.229492
	Iteration 67Q: 3 clusters Score -1779328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1779328.125000 Penalty: 4754.229492
	Iteration 68Q: 3 clusters Score -1779328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1779333.375000 Penalty: 4754.229492
	Iteration 69Q: 3 clusters Score -1779333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1779338.500000 Penalty: 4754.229492
	Iteration 70Q: 3 clusters Score -1779338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1779345.125000 Penalty: 4754.229492
	Iteration 71Q: 3 clusters Score -1779345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1779353.250000 Penalty: 4754.229492
	Iteration 72Q: 3 clusters Score -1779353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1779364.625000 Penalty: 4754.229492
	Iteration 73Q: 3 clusters Score -1779365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1779381.625000 Penalty: 4754.229492
	Iteration 74Q: 3 clusters Score -1779382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1779391.875000 Penalty: 4754.229492
	Iteration 75Q: 3 clusters Score -1779392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1779414.250000 Penalty: 4754.229492
	Iteration 76Q: 3 clusters Score -1779414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1779444.125000 Penalty: 4754.229492
	Iteration 77Q: 3 clusters Score -1779444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1779481.000000 Penalty: 4754.229492
	Iteration 78Q: 3 clusters Score -1779481 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1779518.250000 Penalty: 4754.229492
	Iteration 79Q: 3 clusters Score -1779518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1779574.250000 Penalty: 4754.229492
	Iteration 80F: 3 clusters Score -1779574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1779622.625000 Penalty: 4754.229492
	Iteration 81Q: 3 clusters Score -1779623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1779659.000000 Penalty: 4754.229492
	Iteration 82Q: 3 clusters Score -1779659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1779686.500000 Penalty: 4754.229492
	Iteration 83Q: 3 clusters Score -1779686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1779702.625000 Penalty: 4754.229492
	Iteration 84Q: 3 clusters Score -1779703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1779717.500000 Penalty: 4754.229492
	Iteration 85Q: 3 clusters Score -1779718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1779721.000000 Penalty: 4754.229492
	Iteration 86Q: 3 clusters Score -1779721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1779732.125000 Penalty: 4754.229492
	Iteration 87Q: 3 clusters Score -1779732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1779741.875000 Penalty: 4754.229492
	Iteration 88Q: 3 clusters Score -1779742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1779751.375000 Penalty: 4754.229492
	Iteration 89Q: 3 clusters Score -1779751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1779750.500000 Penalty: 4754.229492
	Iteration 90Q: 3 clusters Score -1779750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1779755.000000 Penalty: 4754.229492
	Iteration 91Q: 3 clusters Score -1779755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1779761.000000 Penalty: 4754.229492
	Iteration 92Q: 3 clusters Score -1779761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1779764.375000 Penalty: 4754.229492
	Iteration 93Q: 3 clusters Score -1779764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1779769.750000 Penalty: 4754.229492
	Iteration 94Q: 3 clusters Score -1779770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1779771.750000 Penalty: 4754.229492
	Iteration 95Q: 3 clusters Score -1779772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1779770.375000 Penalty: 4754.229492
	Iteration 96Q: 3 clusters Score -1779770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1779775.625000 Penalty: 4754.229492
	Iteration 97Q: 3 clusters Score -1779776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1779776.875000 Penalty: 4754.229492
	Iteration 98Q: 3 clusters Score -1779777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1779782.375000 Penalty: 4754.229492
	Iteration 99Q: 3 clusters Score -1779782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1779789.625000 Penalty: 4754.229492
	Iteration 100F: 3 clusters Score -1779790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1779789.750000 Penalty: 4754.229492
	Iteration 101Q: 3 clusters Score -1779790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1779789.000000 Penalty: 4754.229492
	Iteration 102Q: 3 clusters Score -1779789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1779791.500000 Penalty: 4754.229492
	Iteration 103Q: 3 clusters Score -1779792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1779791.375000 Penalty: 4754.229492
	Iteration 104Q: 3 clusters Score -1779791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1779794.250000 Penalty: 4754.229492
	Iteration 105Q: 3 clusters Score -1779794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1779794.625000 Penalty: 4754.229492
	Iteration 106Q: 3 clusters Score -1779795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1779797.750000 Penalty: 4754.229492
	Iteration 107Q: 3 clusters Score -1779798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1779805.375000 Penalty: 4754.229492
	Iteration 108Q: 3 clusters Score -1779805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1779804.250000 Penalty: 4754.229492
	Iteration 109Q: 3 clusters Score -1779804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1779805.375000 Penalty: 4754.229492
	Iteration 110Q: 3 clusters Score -1779805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1779808.375000 Penalty: 4754.229492
	Iteration 111Q: 3 clusters Score -1779808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1779809.250000 Penalty: 4754.229492
	Iteration 112Q: 3 clusters Score -1779809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1779807.500000 Penalty: 4754.229492
	Iteration 113Q: 3 clusters Score -1779808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1779810.875000 Penalty: 4754.229492
	Iteration 114Q: 3 clusters Score -1779811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1779810.875000 Penalty: 4754.229492
	Iteration 115F: 3 clusters Score -1779811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -39287.199219 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -39287.2 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 211 members 
Entering Unmasked Estep 
Score: -37888.781250 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -37888.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38136.835938 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -38136.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38177.757812 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -38177.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38212.773438 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -38212.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38274.593750 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -38274.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38394.593750 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -38394.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38449.011719 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -38449.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38514.410156 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -38514.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38553.164062 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -38553.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38586.949219 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -38586.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38669.777344 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -38669.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38754.753906 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -38754.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38803.496094 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -38803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38817.687500 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -38817.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38817.687500 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -38817.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -1108553.750000 Penalty: 2254.845703
	Iteration 0F: 2 clusters Score -1108554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1101560.250000 Penalty: 4509.691406
	Iteration 0F: 3 clusters Score -1101560 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1103509.250000 Penalty: 4509.691406
	Iteration 1F: 3 clusters Score -1103509 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1103762.750000 Penalty: 4509.691406
	Iteration 2F: 3 clusters Score -1103763 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1103940.625000 Penalty: 4509.691406
	Iteration 3Q: 3 clusters Score -1103941 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1104065.625000 Penalty: 4509.691406
	Iteration 4Q: 3 clusters Score -1104066 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1104171.875000 Penalty: 4509.691406
	Iteration 5Q: 3 clusters Score -1104172 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1104264.375000 Penalty: 4509.691406
	Iteration 6Q: 3 clusters Score -1104264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1104336.875000 Penalty: 4509.691406
	Iteration 7Q: 3 clusters Score -1104337 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1104411.625000 Penalty: 4509.691406
	Iteration 8Q: 3 clusters Score -1104412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1104492.125000 Penalty: 4509.691406
	Iteration 9Q: 3 clusters Score -1104492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1104567.500000 Penalty: 4509.691406
	Iteration 10Q: 3 clusters Score -1104568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1104671.000000 Penalty: 4509.691406
	Iteration 11Q: 3 clusters Score -1104671 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1104779.500000 Penalty: 4509.691406
	Iteration 12Q: 3 clusters Score -1104780 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1104908.500000 Penalty: 4509.691406
	Iteration 13Q: 3 clusters Score -1104908 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1105054.000000 Penalty: 4509.691406
	Iteration 14Q: 3 clusters Score -1105054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1105200.250000 Penalty: 4509.691406
	Iteration 15Q: 3 clusters Score -1105200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1105344.875000 Penalty: 4509.691406
	Iteration 16Q: 3 clusters Score -1105345 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1105514.000000 Penalty: 4509.691406
	Iteration 17Q: 3 clusters Score -1105514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1105667.750000 Penalty: 4509.691406
	Iteration 18Q: 3 clusters Score -1105668 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1105809.500000 Penalty: 4509.691406
	Iteration 19Q: 3 clusters Score -1105810 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1105933.125000 Penalty: 4509.691406
	Iteration 20F: 3 clusters Score -1105933 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1106049.375000 Penalty: 4509.691406
	Iteration 21Q: 3 clusters Score -1106049 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1106132.750000 Penalty: 4509.691406
	Iteration 22Q: 3 clusters Score -1106133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1106200.375000 Penalty: 4509.691406
	Iteration 23Q: 3 clusters Score -1106200 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1106259.875000 Penalty: 4509.691406
	Iteration 24Q: 3 clusters Score -1106260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1106295.125000 Penalty: 4509.691406
	Iteration 25Q: 3 clusters Score -1106295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1106333.125000 Penalty: 4509.691406
	Iteration 26Q: 3 clusters Score -1106333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1106367.250000 Penalty: 4509.691406
	Iteration 27Q: 3 clusters Score -1106367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1106394.000000 Penalty: 4509.691406
	Iteration 28Q: 3 clusters Score -1106394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1106413.875000 Penalty: 4509.691406
	Iteration 29Q: 3 clusters Score -1106414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1106429.250000 Penalty: 4509.691406
	Iteration 30Q: 3 clusters Score -1106429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1106441.250000 Penalty: 4509.691406
	Iteration 31Q: 3 clusters Score -1106441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1106458.250000 Penalty: 4509.691406
	Iteration 32Q: 3 clusters Score -1106458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1106470.625000 Penalty: 4509.691406
	Iteration 33Q: 3 clusters Score -1106471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1106483.125000 Penalty: 4509.691406
	Iteration 34Q: 3 clusters Score -1106483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1106497.750000 Penalty: 4509.691406
	Iteration 35Q: 3 clusters Score -1106498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1106513.875000 Penalty: 4509.691406
	Iteration 36Q: 3 clusters Score -1106514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1106526.375000 Penalty: 4509.691406
	Iteration 37Q: 3 clusters Score -1106526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1106535.875000 Penalty: 4509.691406
	Iteration 38Q: 3 clusters Score -1106536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1106548.250000 Penalty: 4509.691406
	Iteration 39Q: 3 clusters Score -1106548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1106561.250000 Penalty: 4509.691406
	Iteration 40F: 3 clusters Score -1106561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1106571.750000 Penalty: 4509.691406
	Iteration 41Q: 3 clusters Score -1106572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1106581.125000 Penalty: 4509.691406
	Iteration 42Q: 3 clusters Score -1106581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1106596.750000 Penalty: 4509.691406
	Iteration 43Q: 3 clusters Score -1106597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1106605.625000 Penalty: 4509.691406
	Iteration 44Q: 3 clusters Score -1106606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1106619.250000 Penalty: 4509.691406
	Iteration 45Q: 3 clusters Score -1106619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1106632.625000 Penalty: 4509.691406
	Iteration 46Q: 3 clusters Score -1106633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1106640.000000 Penalty: 4509.691406
	Iteration 47Q: 3 clusters Score -1106640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1106643.625000 Penalty: 4509.691406
	Iteration 48Q: 3 clusters Score -1106644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1106647.375000 Penalty: 4509.691406
	Iteration 49Q: 3 clusters Score -1106647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1106651.500000 Penalty: 4509.691406
	Iteration 50Q: 3 clusters Score -1106652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1106660.000000 Penalty: 4509.691406
	Iteration 51Q: 3 clusters Score -1106660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1106663.750000 Penalty: 4509.691406
	Iteration 52Q: 3 clusters Score -1106664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1106670.375000 Penalty: 4509.691406
	Iteration 53Q: 3 clusters Score -1106670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1106678.625000 Penalty: 4509.691406
	Iteration 54Q: 3 clusters Score -1106679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1106681.375000 Penalty: 4509.691406
	Iteration 55Q: 3 clusters Score -1106681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1106683.125000 Penalty: 4509.691406
	Iteration 56Q: 3 clusters Score -1106683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1106686.625000 Penalty: 4509.691406
	Iteration 57Q: 3 clusters Score -1106687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1106691.875000 Penalty: 4509.691406
	Iteration 58Q: 3 clusters Score -1106692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1106693.125000 Penalty: 4509.691406
	Iteration 59Q: 3 clusters Score -1106693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1106694.875000 Penalty: 4509.691406
	Iteration 60F: 3 clusters Score -1106695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1106702.500000 Penalty: 4509.691406
	Iteration 61Q: 3 clusters Score -1106702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1106705.375000 Penalty: 4509.691406
	Iteration 62Q: 3 clusters Score -1106705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1106707.750000 Penalty: 4509.691406
	Iteration 63Q: 3 clusters Score -1106708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1106713.375000 Penalty: 4509.691406
	Iteration 64Q: 3 clusters Score -1106713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1106715.000000 Penalty: 4509.691406
	Iteration 65Q: 3 clusters Score -1106715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1106712.625000 Penalty: 4509.691406
	Iteration 66Q: 3 clusters Score -1106713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1106712.625000 Penalty: 4509.691406
	Iteration 67Q: 3 clusters Score -1106713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1106713.375000 Penalty: 4509.691406
	Iteration 68Q: 3 clusters Score -1106713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1106713.375000 Penalty: 4509.691406
	Iteration 69F: 3 clusters Score -1106713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -639346.812500 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -639346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -634666.062500 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -634666.1 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -635829.875000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -635829.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -636050.562500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -636050.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -636276.562500 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -636276.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -636487.437500 Penalty: 4254.550781
	Iteration 4Q: 3 clusters Score -636487.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -636674.750000 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -636674.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -636841.000000 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -636841 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -637013.812500 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -637013.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -637222.625000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -637222.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -637418.437500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -637418.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -637545.937500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -637545.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -637636.375000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -637636.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -637710.687500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -637710.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -637759.375000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -637759.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -637805.000000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -637805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -637833.187500 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -637833.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -637866.875000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -637866.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -637888.437500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -637888.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -637907.750000 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -637907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -637923.125000 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -637923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -637937.812500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -637937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -637945.375000 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -637945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -637951.125000 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -637951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -637956.437500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -637956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -637959.875000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -637959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -637960.312500 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -637960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -637960.937500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -637960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -637961.562500 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -637961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -637961.437500 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -637961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -637961.375000 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -637961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -637964.187500 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -637964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -637965.625000 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -637965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -637968.812500 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -637968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -637973.750000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -637973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -637976.937500 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -637976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -637979.937500 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -637979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -637981.125000 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -637981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -637982.500000 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -637982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -637983.875000 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -637983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -637985.000000 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -637985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -637986.250000 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -637986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -637986.875000 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -637986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -637990.687500 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -637990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -637993.500000 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -637993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -637994.562500 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -637994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -637998.062500 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -637998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -638001.687500 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -638001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -638003.375000 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -638003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -638003.375000 Penalty: 4254.550781
	Iteration 48F: 3 clusters Score -638003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Entering Unmasked Estep 
Score: -1416496.875000 Penalty: 2312.999756
	Iteration 0F: 2 clusters Score -1416497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1408092.750000 Penalty: 4625.999512
	Iteration 0F: 3 clusters Score -1408093 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1410631.375000 Penalty: 4625.999512
	Iteration 1F: 3 clusters Score -1410631 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1411025.500000 Penalty: 4625.999512
	Iteration 2F: 3 clusters Score -1411026 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1411338.375000 Penalty: 4625.999512
	Iteration 3F: 3 clusters Score -1411338 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1411641.625000 Penalty: 4625.999512
	Iteration 4F: 3 clusters Score -1411642 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1411948.250000 Penalty: 4625.999512
	Iteration 5Q: 3 clusters Score -1411948 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1412278.000000 Penalty: 4625.999512
	Iteration 6Q: 3 clusters Score -1412278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1412661.000000 Penalty: 4625.999512
	Iteration 7Q: 3 clusters Score -1412661 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1413067.500000 Penalty: 4625.999512
	Iteration 8Q: 3 clusters Score -1413068 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1413404.375000 Penalty: 4625.999512
	Iteration 9Q: 3 clusters Score -1413404 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1413663.000000 Penalty: 4625.999512
	Iteration 10Q: 3 clusters Score -1413663 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1413835.625000 Penalty: 4625.999512
	Iteration 11Q: 3 clusters Score -1413836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1413980.750000 Penalty: 4625.999512
	Iteration 12Q: 3 clusters Score -1413981 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1414090.000000 Penalty: 4625.999512
	Iteration 13Q: 3 clusters Score -1414090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1414179.250000 Penalty: 4625.999512
	Iteration 14Q: 3 clusters Score -1414179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1414258.250000 Penalty: 4625.999512
	Iteration 15Q: 3 clusters Score -1414258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1414310.500000 Penalty: 4625.999512
	Iteration 16Q: 3 clusters Score -1414310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1414346.500000 Penalty: 4625.999512
	Iteration 17Q: 3 clusters Score -1414346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1414377.875000 Penalty: 4625.999512
	Iteration 18Q: 3 clusters Score -1414378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1414406.875000 Penalty: 4625.999512
	Iteration 19Q: 3 clusters Score -1414407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1414424.375000 Penalty: 4625.999512
	Iteration 20F: 3 clusters Score -1414424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1414439.000000 Penalty: 4625.999512
	Iteration 21Q: 3 clusters Score -1414439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1414445.625000 Penalty: 4625.999512
	Iteration 22Q: 3 clusters Score -1414446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1414449.875000 Penalty: 4625.999512
	Iteration 23Q: 3 clusters Score -1414450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1414456.000000 Penalty: 4625.999512
	Iteration 24Q: 3 clusters Score -1414456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1414461.625000 Penalty: 4625.999512
	Iteration 25Q: 3 clusters Score -1414462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1414469.500000 Penalty: 4625.999512
	Iteration 26Q: 3 clusters Score -1414470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1414470.625000 Penalty: 4625.999512
	Iteration 27Q: 3 clusters Score -1414471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1414471.250000 Penalty: 4625.999512
	Iteration 28Q: 3 clusters Score -1414471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1414476.375000 Penalty: 4625.999512
	Iteration 29Q: 3 clusters Score -1414476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1414480.250000 Penalty: 4625.999512
	Iteration 30Q: 3 clusters Score -1414480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1414480.375000 Penalty: 4625.999512
	Iteration 31Q: 3 clusters Score -1414480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1414480.375000 Penalty: 4625.999512
	Iteration 32F: 3 clusters Score -1414480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -594191.937500 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -594191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -589611.062500 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -589611.1 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -591023.500000 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -591023.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -591493.375000 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -591493.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -591867.875000 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -591867.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -592219.937500 Penalty: 4241.399414
	Iteration 4F: 3 clusters Score -592219.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -592558.500000 Penalty: 4241.399414
	Iteration 5F: 3 clusters Score -592558.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -592840.562500 Penalty: 4241.399414
	Iteration 6Q: 3 clusters Score -592840.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -593022.812500 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -593022.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -593110.687500 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -593110.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -593156.625000 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -593156.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -593190.062500 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -593190.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -593208.562500 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -593208.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -593224.625000 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -593224.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -593241.500000 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -593241.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -593261.687500 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -593261.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -593284.000000 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -593284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -593311.250000 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -593311.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -593334.125000 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -593334.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -593355.562500 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -593355.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -593370.687500 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -593370.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -593382.937500 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -593382.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -593390.437500 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -593390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -593394.875000 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -593394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -593400.250000 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -593400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -593402.687500 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -593402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -593406.500000 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -593406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -593410.312500 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -593410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -593411.937500 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -593411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -593417.437500 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -593417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -593420.500000 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -593420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -593422.250000 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -593422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -593425.312500 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -593425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -593426.687500 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -593426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -593429.187500 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -593429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -593432.437500 Penalty: 4241.399414
	Iteration 34Q: 3 clusters Score -593432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -593432.937500 Penalty: 4241.399414
	Iteration 35Q: 3 clusters Score -593432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -593433.750000 Penalty: 4241.399414
	Iteration 36Q: 3 clusters Score -593433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -593434.875000 Penalty: 4241.399414
	Iteration 37Q: 3 clusters Score -593434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -593434.875000 Penalty: 4241.399414
	Iteration 38F: 3 clusters Score -593434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -61390.558594 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -61390.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59835.839844 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -59835.84 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60052.878906 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -60052.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60161.253906 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -60161.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60224.425781 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -60224.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60275.746094 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -60275.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60320.062500 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -60320.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60357.652344 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -60357.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60385.730469 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -60385.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60409.160156 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -60409.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60420.375000 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -60420.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60439.214844 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -60439.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60443.109375 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -60443.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60449.933594 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -60449.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60454.777344 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -60454.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60454.777344 Penalty: 3193.917725
	Iteration 14F: 3 clusters Score -60454.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Entering Unmasked Estep 
Score: -3215612.750000 Penalty: 2522.045410
	Iteration 0F: 2 clusters Score -3215613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3197505.250000 Penalty: 5044.090820
	Iteration 0F: 3 clusters Score -3197505 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3204164.250000 Penalty: 5044.090820
	Iteration 1F: 3 clusters Score -3204164 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3205052.250000 Penalty: 5044.090820
	Iteration 2F: 3 clusters Score -3205052 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3206216.000000 Penalty: 5044.090820
	Iteration 3F: 3 clusters Score -3206216 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3207737.750000 Penalty: 5044.090820
	Iteration 4F: 3 clusters Score -3207738 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3209442.000000 Penalty: 5044.090820
	Iteration 5F: 3 clusters Score -3209442 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3210817.750000 Penalty: 5044.090820
	Iteration 6F: 3 clusters Score -3210818 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3211780.250000 Penalty: 5044.090820
	Iteration 7F: 3 clusters Score -3211780 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3212420.750000 Penalty: 5044.090820
	Iteration 8Q: 3 clusters Score -3212421 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3212857.750000 Penalty: 5044.090820
	Iteration 9Q: 3 clusters Score -3212858 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3213193.000000 Penalty: 5044.090820
	Iteration 10Q: 3 clusters Score -3213193 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3213467.250000 Penalty: 5044.090820
	Iteration 11Q: 3 clusters Score -3213467 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3213688.500000 Penalty: 5044.090820
	Iteration 12Q: 3 clusters Score -3213688 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3213896.250000 Penalty: 5044.090820
	Iteration 13Q: 3 clusters Score -3213896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3214045.000000 Penalty: 5044.090820
	Iteration 14Q: 3 clusters Score -3214045 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3214180.250000 Penalty: 5044.090820
	Iteration 15Q: 3 clusters Score -3214180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3214299.000000 Penalty: 5044.090820
	Iteration 16Q: 3 clusters Score -3214299 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3214409.250000 Penalty: 5044.090820
	Iteration 17Q: 3 clusters Score -3214409 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3214492.250000 Penalty: 5044.090820
	Iteration 18Q: 3 clusters Score -3214492 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3214567.500000 Penalty: 5044.090820
	Iteration 19Q: 3 clusters Score -3214568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3214613.750000 Penalty: 5044.090820
	Iteration 20F: 3 clusters Score -3214614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3214646.500000 Penalty: 5044.090820
	Iteration 21Q: 3 clusters Score -3214646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3214675.750000 Penalty: 5044.090820
	Iteration 22Q: 3 clusters Score -3214676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3214698.250000 Penalty: 5044.090820
	Iteration 23Q: 3 clusters Score -3214698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3214719.750000 Penalty: 5044.090820
	Iteration 24Q: 3 clusters Score -3214720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3214728.750000 Penalty: 5044.090820
	Iteration 25Q: 3 clusters Score -3214729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3214731.750000 Penalty: 5044.090820
	Iteration 26Q: 3 clusters Score -3214732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3214730.000000 Penalty: 5044.090820
	Iteration 27Q: 3 clusters Score -3214730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3214750.000000 Penalty: 5044.090820
	Iteration 28Q: 3 clusters Score -3214750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3214763.750000 Penalty: 5044.090820
	Iteration 29Q: 3 clusters Score -3214764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3214761.000000 Penalty: 5044.090820
	Iteration 30Q: 3 clusters Score -3214761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3214766.250000 Penalty: 5044.090820
	Iteration 31Q: 3 clusters Score -3214766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3214767.500000 Penalty: 5044.090820
	Iteration 32Q: 3 clusters Score -3214768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3214775.750000 Penalty: 5044.090820
	Iteration 33Q: 3 clusters Score -3214776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3214776.500000 Penalty: 5044.090820
	Iteration 34Q: 3 clusters Score -3214776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3214776.250000 Penalty: 5044.090820
	Iteration 35Q: 3 clusters Score -3214776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3214779.750000 Penalty: 5044.090820
	Iteration 36Q: 3 clusters Score -3214780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3214777.000000 Penalty: 5044.090820
	Iteration 37Q: 3 clusters Score -3214777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3214780.750000 Penalty: 5044.090820
	Iteration 38Q: 3 clusters Score -3214781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3214784.250000 Penalty: 5044.090820
	Iteration 39Q: 3 clusters Score -3214784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3214782.250000 Penalty: 5044.090820
	Iteration 40F: 3 clusters Score -3214782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3214788.000000 Penalty: 5044.090820
	Iteration 41Q: 3 clusters Score -3214788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3214791.000000 Penalty: 5044.090820
	Iteration 42Q: 3 clusters Score -3214791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3214789.500000 Penalty: 5044.090820
	Iteration 43Q: 3 clusters Score -3214790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3214789.750000 Penalty: 5044.090820
	Iteration 44Q: 3 clusters Score -3214790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3214791.750000 Penalty: 5044.090820
	Iteration 45Q: 3 clusters Score -3214792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3214797.250000 Penalty: 5044.090820
	Iteration 46Q: 3 clusters Score -3214797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3214801.500000 Penalty: 5044.090820
	Iteration 47Q: 3 clusters Score -3214802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3214798.500000 Penalty: 5044.090820
	Iteration 48Q: 3 clusters Score -3214798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3214801.000000 Penalty: 5044.090820
	Iteration 49Q: 3 clusters Score -3214801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3214798.750000 Penalty: 5044.090820
	Iteration 50Q: 3 clusters Score -3214799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3214801.500000 Penalty: 5044.090820
	Iteration 51Q: 3 clusters Score -3214802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3214801.000000 Penalty: 5044.090820
	Iteration 52Q: 3 clusters Score -3214801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3214800.000000 Penalty: 5044.090820
	Iteration 53Q: 3 clusters Score -3214800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3214800.000000 Penalty: 5044.090820
	Iteration 54F: 3 clusters Score -3214800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132418.531250 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132418.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132878.765625 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132878.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133181.437500 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133181.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -133453.828125 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -133453.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133607.390625 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -133607.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -133696.953125 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -133697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133772.515625 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -133772.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133833.859375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -133833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133866.578125 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -133866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -133900.546875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -133900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133947.921875 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -133947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -133967.156250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -133967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -133973.046875 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -133973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133973.593750 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -133973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133973.593750 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -133973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -271861.625000 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -271861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -269094.625000 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -269094.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -269540.656250 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -269540.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269681.750000 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -269681.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -269747.437500 Penalty: 3808.220459
	Iteration 3Q: 3 clusters Score -269747.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -269797.687500 Penalty: 3808.220459
	Iteration 4Q: 3 clusters Score -269797.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269841.218750 Penalty: 3808.220459
	Iteration 5Q: 3 clusters Score -269841.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -269871.500000 Penalty: 3808.220459
	Iteration 6Q: 3 clusters Score -269871.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -269895.625000 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -269895.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -269915.906250 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -269915.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -269927.312500 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -269927.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269932.031250 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -269932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -269936.593750 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -269936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -269941.687500 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -269941.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -269947.062500 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -269947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -269950.437500 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -269950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -269955.625000 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -269955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -269962.906250 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -269962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -269976.906250 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -269976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -269985.000000 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -269985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -269990.968750 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -269991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -269996.125000 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -269996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -269999.406250 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -269999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -270004.250000 Penalty: 3808.220459
	Iteration 22Q: 3 clusters Score -270004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -270007.093750 Penalty: 3808.220459
	Iteration 23Q: 3 clusters Score -270007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -270009.843750 Penalty: 3808.220459
	Iteration 24Q: 3 clusters Score -270009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -270010.187500 Penalty: 3808.220459
	Iteration 25Q: 3 clusters Score -270010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -270011.593750 Penalty: 3808.220459
	Iteration 26Q: 3 clusters Score -270011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -270013.343750 Penalty: 3808.220459
	Iteration 27Q: 3 clusters Score -270013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -270016.843750 Penalty: 3808.220459
	Iteration 28Q: 3 clusters Score -270016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -270019.687500 Penalty: 3808.220459
	Iteration 29Q: 3 clusters Score -270019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -270020.468750 Penalty: 3808.220459
	Iteration 30Q: 3 clusters Score -270020.5 nChanged 3
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: -270022.343750 Penalty: 3808.220459
	Iteration 31Q: 3 clusters Score -270022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -270024.437500 Penalty: 3808.220459
	Iteration 32Q: 3 clusters Score -270024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -270025.687500 Penalty: 3808.220459
	Iteration 33Q: 3 clusters Score -270025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -270026.531250 Penalty: 3808.220459
	Iteration 34Q: 3 clusters Score -270026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -270026.531250 Penalty: 3808.220459
	Iteration 35F: 3 clusters Score -270026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Entering Unmasked Estep 
Score: -7310230.500000 Penalty: 2720.365479
	Iteration 0F: 2 clusters Score -7310230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -7271043.500000 Penalty: 5440.730957
	Iteration 0F: 3 clusters Score -7271044 nChanged 26922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7286145.000000 Penalty: 5440.730957
	Iteration 1F: 3 clusters Score -7286145 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7286766.500000 Penalty: 5440.730957
	Iteration 2Q: 3 clusters Score -7286766 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -7287526.500000 Penalty: 5440.730957
	Iteration 3Q: 3 clusters Score -7287526 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7288662.000000 Penalty: 5440.730957
	Iteration 4Q: 3 clusters Score -7288662 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -7290551.000000 Penalty: 5440.730957
	Iteration 5F: 3 clusters Score -7290551 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -7293670.000000 Penalty: 5440.730957
	Iteration 6F: 3 clusters Score -7293670 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -7298127.000000 Penalty: 5440.730957
	Iteration 7F: 3 clusters Score -7298127 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -7302607.000000 Penalty: 5440.730957
	Iteration 8F: 3 clusters Score -7302607 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7305696.000000 Penalty: 5440.730957
	Iteration 9F: 3 clusters Score -7305696 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -7307079.500000 Penalty: 5440.730957
	Iteration 10Q: 3 clusters Score -7307080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -7307565.500000 Penalty: 5440.730957
	Iteration 11Q: 3 clusters Score -7307566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7307780.500000 Penalty: 5440.730957
	Iteration 12Q: 3 clusters Score -7307780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -7307837.500000 Penalty: 5440.730957
	Iteration 13Q: 3 clusters Score -7307838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7307872.500000 Penalty: 5440.730957
	Iteration 14Q: 3 clusters Score -7307872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7307888.000000 Penalty: 5440.730957
	Iteration 15Q: 3 clusters Score -7307888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7307911.000000 Penalty: 5440.730957
	Iteration 16Q: 3 clusters Score -7307911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7307920.500000 Penalty: 5440.730957
	Iteration 17Q: 3 clusters Score -7307920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7307920.500000 Penalty: 5440.730957
	Iteration 18F: 3 clusters Score -7307920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -483475.687500 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -483475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -479572.843750 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -479572.8 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -480460.468750 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -480460.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -480695.843750 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -480695.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -480864.875000 Penalty: 4116.322266
	Iteration 3F: 3 clusters Score -480864.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -481058.906250 Penalty: 4116.322266
	Iteration 4F: 3 clusters Score -481058.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -481242.156250 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -481242.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -481405.093750 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -481405.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -481531.875000 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -481531.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -481654.812500 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -481654.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -481772.156250 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -481772.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -481860.187500 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -481860.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -481928.156250 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -481928.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -481986.937500 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -481986.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -482046.375000 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -482046.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -482104.218750 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -482104.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -482163.500000 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -482163.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -482213.593750 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -482213.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -482258.781250 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -482258.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -482308.312500 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -482308.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -482356.625000 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -482356.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -482396.250000 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -482396.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -482427.843750 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -482427.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -482451.125000 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -482451.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -482461.312500 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -482461.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -482468.000000 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -482468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -482475.625000 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -482475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -482483.781250 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -482483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -482495.437500 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -482495.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -482507.843750 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -482507.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -482519.375000 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -482519.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -482537.812500 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -482537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -482561.343750 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -482561.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -482587.343750 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -482587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -482604.937500 Penalty: 4116.322266
	Iteration 33Q: 3 clusters Score -482604.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -482625.812500 Penalty: 4116.322266
	Iteration 34Q: 3 clusters Score -482625.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -482642.562500 Penalty: 4116.322266
	Iteration 35Q: 3 clusters Score -482642.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -482653.062500 Penalty: 4116.322266
	Iteration 36Q: 3 clusters Score -482653.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -482662.343750 Penalty: 4116.322266
	Iteration 37Q: 3 clusters Score -482662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -482663.937500 Penalty: 4116.322266
	Iteration 38Q: 3 clusters Score -482663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -482666.781250 Penalty: 4116.322266
	Iteration 39Q: 3 clusters Score -482666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -482670.375000 Penalty: 4116.322266
	Iteration 40F: 3 clusters Score -482670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -482672.625000 Penalty: 4116.322266
	Iteration 41Q: 3 clusters Score -482672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -482677.156250 Penalty: 4116.322266
	Iteration 42Q: 3 clusters Score -482677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -482687.593750 Penalty: 4116.322266
	Iteration 43Q: 3 clusters Score -482687.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -482699.218750 Penalty: 4116.322266
	Iteration 44Q: 3 clusters Score -482699.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -482711.625000 Penalty: 4116.322266
	Iteration 45Q: 3 clusters Score -482711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -482722.625000 Penalty: 4116.322266
	Iteration 46Q: 3 clusters Score -482722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -482734.562500 Penalty: 4116.322266
	Iteration 47Q: 3 clusters Score -482734.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -482743.937500 Penalty: 4116.322266
	Iteration 48Q: 3 clusters Score -482743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -482746.250000 Penalty: 4116.322266
	Iteration 49Q: 3 clusters Score -482746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -482747.312500 Penalty: 4116.322266
	Iteration 50Q: 3 clusters Score -482747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482747.031250 Penalty: 4116.322266
	Iteration 51Q: 3 clusters Score -482747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -482748.875000 Penalty: 4116.322266
	Iteration 52Q: 3 clusters Score -482748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -482748.625000 Penalty: 4116.322266
	Iteration 53Q: 3 clusters Score -482748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -482749.593750 Penalty: 4116.322266
	Iteration 54Q: 3 clusters Score -482749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -482750.062500 Penalty: 4116.322266
	Iteration 55Q: 3 clusters Score -482750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -482750.062500 Penalty: 4116.322266
	Iteration 56F: 3 clusters Score -482750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Entering Unmasked Estep 
Score: -3642009.500000 Penalty: 2551.736572
	Iteration 0F: 2 clusters Score -3642010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3621766.000000 Penalty: 5103.473145
	Iteration 0F: 3 clusters Score -3621766 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3629159.500000 Penalty: 5103.473145
	Iteration 1F: 3 clusters Score -3629160 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3629725.000000 Penalty: 5103.473145
	Iteration 2Q: 3 clusters Score -3629725 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3630336.500000 Penalty: 5103.473145
	Iteration 3Q: 3 clusters Score -3630336 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3631205.000000 Penalty: 5103.473145
	Iteration 4F: 3 clusters Score -3631205 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3632470.500000 Penalty: 5103.473145
	Iteration 5F: 3 clusters Score -3632470 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3634133.500000 Penalty: 5103.473145
	Iteration 6F: 3 clusters Score -3634134 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3635864.500000 Penalty: 5103.473145
	Iteration 7F: 3 clusters Score -3635864 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3637390.000000 Penalty: 5103.473145
	Iteration 8F: 3 clusters Score -3637390 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3638454.500000 Penalty: 5103.473145
	Iteration 9Q: 3 clusters Score -3638454 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3639086.000000 Penalty: 5103.473145
	Iteration 10Q: 3 clusters Score -3639086 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3639396.000000 Penalty: 5103.473145
	Iteration 11Q: 3 clusters Score -3639396 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3639567.750000 Penalty: 5103.473145
	Iteration 12Q: 3 clusters Score -3639568 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3639679.750000 Penalty: 5103.473145
	Iteration 13Q: 3 clusters Score -3639680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3639762.250000 Penalty: 5103.473145
	Iteration 14Q: 3 clusters Score -3639762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3639812.250000 Penalty: 5103.473145
	Iteration 15Q: 3 clusters Score -3639812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3639853.750000 Penalty: 5103.473145
	Iteration 16Q: 3 clusters Score -3639854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3639886.000000 Penalty: 5103.473145
	Iteration 17Q: 3 clusters Score -3639886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3639912.000000 Penalty: 5103.473145
	Iteration 18Q: 3 clusters Score -3639912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3639929.750000 Penalty: 5103.473145
	Iteration 19Q: 3 clusters Score -3639930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3639953.500000 Penalty: 5103.473145
	Iteration 20F: 3 clusters Score -3639954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3639971.250000 Penalty: 5103.473145
	Iteration 21Q: 3 clusters Score -3639971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3639988.250000 Penalty: 5103.473145
	Iteration 22Q: 3 clusters Score -3639988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3640002.750000 Penalty: 5103.473145
	Iteration 23Q: 3 clusters Score -3640003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3640010.750000 Penalty: 5103.473145
	Iteration 24Q: 3 clusters Score -3640011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3640018.750000 Penalty: 5103.473145
	Iteration 25Q: 3 clusters Score -3640019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3640012.750000 Penalty: 5103.473145
	Iteration 26Q: 3 clusters Score -3640013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3640016.750000 Penalty: 5103.473145
	Iteration 27Q: 3 clusters Score -3640017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3640028.500000 Penalty: 5103.473145
	Iteration 28Q: 3 clusters Score -3640028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3640033.250000 Penalty: 5103.473145
	Iteration 29Q: 3 clusters Score -3640033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3640042.750000 Penalty: 5103.473145
	Iteration 30Q: 3 clusters Score -3640043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3640055.000000 Penalty: 5103.473145
	Iteration 31Q: 3 clusters Score -3640055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3640057.500000 Penalty: 5103.473145
	Iteration 32Q: 3 clusters Score -3640058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3640069.250000 Penalty: 5103.473145
	Iteration 33Q: 3 clusters Score -3640069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3640074.000000 Penalty: 5103.473145
	Iteration 34Q: 3 clusters Score -3640074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3640078.000000 Penalty: 5103.473145
	Iteration 35Q: 3 clusters Score -3640078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3640075.750000 Penalty: 5103.473145
	Iteration 36Q: 3 clusters Score -3640076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3640083.250000 Penalty: 5103.473145
	Iteration 37Q: 3 clusters Score -3640083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3640088.750000 Penalty: 5103.473145
	Iteration 38Q: 3 clusters Score -3640089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3640087.250000 Penalty: 5103.473145
	Iteration 39Q: 3 clusters Score -3640087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3640090.250000 Penalty: 5103.473145
	Iteration 40F: 3 clusters Score -3640090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3640089.750000 Penalty: 5103.473145
	Iteration 41Q: 3 clusters Score -3640090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3640089.750000 Penalty: 5103.473145
	Iteration 42Q: 3 clusters Score -3640090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3640089.500000 Penalty: 5103.473145
	Iteration 43Q: 3 clusters Score -3640090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3640094.250000 Penalty: 5103.473145
	Iteration 44Q: 3 clusters Score -3640094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3640092.750000 Penalty: 5103.473145
	Iteration 45Q: 3 clusters Score -3640093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3640095.500000 Penalty: 5103.473145
	Iteration 46Q: 3 clusters Score -3640096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3640096.500000 Penalty: 5103.473145
	Iteration 47Q: 3 clusters Score -3640096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3640093.750000 Penalty: 5103.473145
	Iteration 48Q: 3 clusters Score -3640094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3640092.500000 Penalty: 5103.473145
	Iteration 49Q: 3 clusters Score -3640092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3640092.750000 Penalty: 5103.473145
	Iteration 50Q: 3 clusters Score -3640093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3640094.500000 Penalty: 5103.473145
	Iteration 51Q: 3 clusters Score -3640094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3640094.000000 Penalty: 5103.473145
	Iteration 52Q: 3 clusters Score -3640094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3640097.250000 Penalty: 5103.473145
	Iteration 53Q: 3 clusters Score -3640097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3640098.000000 Penalty: 5103.473145
	Iteration 54Q: 3 clusters Score -3640098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3640097.000000 Penalty: 5103.473145
	Iteration 55Q: 3 clusters Score -3640097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3640097.000000 Penalty: 5103.473145
	Iteration 56F: 3 clusters Score -3640097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26120.814453 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -26120.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24955.660156 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -24955.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25343.134766 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -25343.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25765.496094 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -25765.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26098.738281 Penalty: 2870.301025
	Iteration 3F: 3 clusters Score -26098.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26155.050781 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -26155.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26164.917969 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -26164.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26164.917969 Penalty: 2870.301025
	Iteration 6F: 3 clusters Score -26164.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56503 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359808 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58059 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 228 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59820 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28297 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 98 members 
Entering Unmasked Estep 
Score: -142007840.000000 Penalty: 166335.640625
Splitting cluster 34 changes total score from -142009920.000000 to -142007840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -903517.000000 Penalty: 2234.221436
	Iteration 0F: 2 clusters Score -903517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -897011.125000 Penalty: 4468.442871
	Iteration 0F: 3 clusters Score -897011.1 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -899027.687500 Penalty: 4468.442871
	Iteration 1F: 3 clusters Score -899027.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -899504.187500 Penalty: 4468.442871
	Iteration 2F: 3 clusters Score -899504.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -899944.187500 Penalty: 4468.442871
	Iteration 3F: 3 clusters Score -899944.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -900417.500000 Penalty: 4468.442871
	Iteration 4F: 3 clusters Score -900417.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -900891.000000 Penalty: 4468.442871
	Iteration 5F: 3 clusters Score -900891 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -901404.500000 Penalty: 4468.442871
	Iteration 6F: 3 clusters Score -901404.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -901938.687500 Penalty: 4468.442871
	Iteration 7F: 3 clusters Score -901938.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -902440.375000 Penalty: 4468.442871
	Iteration 8F: 3 clusters Score -902440.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -902792.250000 Penalty: 4468.442871
	Iteration 9Q: 3 clusters Score -902792.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -903021.250000 Penalty: 4468.442871
	Iteration 10Q: 3 clusters Score -903021.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -903192.812500 Penalty: 4468.442871
	Iteration 11Q: 3 clusters Score -903192.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -903328.312500 Penalty: 4468.442871
	Iteration 12Q: 3 clusters Score -903328.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -903431.750000 Penalty: 4468.442871
	Iteration 13Q: 3 clusters Score -903431.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -903495.312500 Penalty: 4468.442871
	Iteration 14Q: 3 clusters Score -903495.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -903528.937500 Penalty: 4468.442871
	Iteration 15Q: 3 clusters Score -903528.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -903545.625000 Penalty: 4468.442871
	Iteration 16Q: 3 clusters Score -903545.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -903558.812500 Penalty: 4468.442871
	Iteration 17Q: 3 clusters Score -903558.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -903564.937500 Penalty: 4468.442871
	Iteration 18Q: 3 clusters Score -903564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -903571.250000 Penalty: 4468.442871
	Iteration 19Q: 3 clusters Score -903571.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -903574.250000 Penalty: 4468.442871
	Iteration 20F: 3 clusters Score -903574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -903577.937500 Penalty: 4468.442871
	Iteration 21Q: 3 clusters Score -903577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -903578.750000 Penalty: 4468.442871
	Iteration 22Q: 3 clusters Score -903578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -903578.875000 Penalty: 4468.442871
	Iteration 23Q: 3 clusters Score -903578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -903578.625000 Penalty: 4468.442871
	Iteration 24Q: 3 clusters Score -903578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -903579.187500 Penalty: 4468.442871
	Iteration 25Q: 3 clusters Score -903579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -903579.250000 Penalty: 4468.442871
	Iteration 26Q: 3 clusters Score -903579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -903579.500000 Penalty: 4468.442871
	Iteration 27Q: 3 clusters Score -903579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -903579.500000 Penalty: 4468.442871
	Iteration 28F: 3 clusters Score -903579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56503 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359808 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58059 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 3893 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59820 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28297 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 4283 members 
Entering Unmasked Estep 
Score: -142008736.000000 Penalty: 166335.640625
Splitting cluster 35 changes total score from -142009920.000000 to -142008736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (14918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Entering Unmasked Estep 
Score: -1807311.375000 Penalty: 2383.360352
	Iteration 0F: 2 clusters Score -1807311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1796511.875000 Penalty: 4766.720703
	Iteration 0F: 3 clusters Score -1796512 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1800076.250000 Penalty: 4766.720703
	Iteration 1F: 3 clusters Score -1800076 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1800978.875000 Penalty: 4766.720703
	Iteration 2F: 3 clusters Score -1800979 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1802303.375000 Penalty: 4766.720703
	Iteration 3F: 3 clusters Score -1802303 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1803912.250000 Penalty: 4766.720703
	Iteration 4F: 3 clusters Score -1803912 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1805480.875000 Penalty: 4766.720703
	Iteration 5F: 3 clusters Score -1805481 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1806483.000000 Penalty: 4766.720703
	Iteration 6F: 3 clusters Score -1806483 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1806907.375000 Penalty: 4766.720703
	Iteration 7Q: 3 clusters Score -1806907 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1807083.875000 Penalty: 4766.720703
	Iteration 8Q: 3 clusters Score -1807084 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1807165.375000 Penalty: 4766.720703
	Iteration 9Q: 3 clusters Score -1807165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1807217.125000 Penalty: 4766.720703
	Iteration 10Q: 3 clusters Score -1807217 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1807244.500000 Penalty: 4766.720703
	Iteration 11Q: 3 clusters Score -1807244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1807261.125000 Penalty: 4766.720703
	Iteration 12Q: 3 clusters Score -1807261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1807268.750000 Penalty: 4766.720703
	Iteration 13Q: 3 clusters Score -1807269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1807271.625000 Penalty: 4766.720703
	Iteration 14Q: 3 clusters Score -1807272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1807278.750000 Penalty: 4766.720703
	Iteration 15Q: 3 clusters Score -1807279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1807286.250000 Penalty: 4766.720703
	Iteration 16Q: 3 clusters Score -1807286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1807282.250000 Penalty: 4766.720703
	Iteration 17Q: 3 clusters Score -1807282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1807284.250000 Penalty: 4766.720703
	Iteration 18Q: 3 clusters Score -1807284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1807284.625000 Penalty: 4766.720703
	Iteration 19Q: 3 clusters Score -1807285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1807286.625000 Penalty: 4766.720703
	Iteration 20F: 3 clusters Score -1807287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1807287.375000 Penalty: 4766.720703
	Iteration 21Q: 3 clusters Score -1807287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1807286.500000 Penalty: 4766.720703
	Iteration 22Q: 3 clusters Score -1807286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1807287.500000 Penalty: 4766.720703
	Iteration 23Q: 3 clusters Score -1807288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1807287.125000 Penalty: 4766.720703
	Iteration 24Q: 3 clusters Score -1807287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1807287.500000 Penalty: 4766.720703
	Iteration 25Q: 3 clusters Score -1807288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1807283.625000 Penalty: 4766.720703
	Iteration 26Q: 3 clusters Score -1807284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1807287.375000 Penalty: 4766.720703
	Iteration 27Q: 3 clusters Score -1807287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1807286.875000 Penalty: 4766.720703
	Iteration 28Q: 3 clusters Score -1807287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1807285.750000 Penalty: 4766.720703
	Iteration 29Q: 3 clusters Score -1807286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1807286.000000 Penalty: 4766.720703
	Iteration 30Q: 3 clusters Score -1807286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1807285.875000 Penalty: 4766.720703
	Iteration 31Q: 3 clusters Score -1807286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1807286.125000 Penalty: 4766.720703
	Iteration 32Q: 3 clusters Score -1807286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1807285.000000 Penalty: 4766.720703
	Iteration 33Q: 3 clusters Score -1807285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1807286.250000 Penalty: 4766.720703
	Iteration 34Q: 3 clusters Score -1807286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1807288.750000 Penalty: 4766.720703
	Iteration 35Q: 3 clusters Score -1807289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1807289.750000 Penalty: 4766.720703
	Iteration 36Q: 3 clusters Score -1807290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1807286.625000 Penalty: 4766.720703
	Iteration 37Q: 3 clusters Score -1807287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1807287.625000 Penalty: 4766.720703
	Iteration 38Q: 3 clusters Score -1807288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1807287.250000 Penalty: 4766.720703
	Iteration 39Q: 3 clusters Score -1807287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1807286.500000 Penalty: 4766.720703
	Iteration 40F: 3 clusters Score -1807286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1807288.500000 Penalty: 4766.720703
	Iteration 41Q: 3 clusters Score -1807288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1807289.125000 Penalty: 4766.720703
	Iteration 42Q: 3 clusters Score -1807289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1807289.125000 Penalty: 4766.720703
	Iteration 43F: 3 clusters Score -1807289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Entering Unmasked Estep 
Score: -2194788.250000 Penalty: 2419.078613
	Iteration 0F: 2 clusters Score -2194788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2182407.750000 Penalty: 4838.157227
	Iteration 0F: 3 clusters Score -2182408 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2186296.000000 Penalty: 4838.157227
	Iteration 1F: 3 clusters Score -2186296 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2186669.750000 Penalty: 4838.157227
	Iteration 2F: 3 clusters Score -2186670 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2186986.500000 Penalty: 4838.157227
	Iteration 3Q: 3 clusters Score -2186986 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2187298.500000 Penalty: 4838.157227
	Iteration 4Q: 3 clusters Score -2187298 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2187589.250000 Penalty: 4838.157227
	Iteration 5Q: 3 clusters Score -2187589 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2187861.000000 Penalty: 4838.157227
	Iteration 6Q: 3 clusters Score -2187861 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2188109.500000 Penalty: 4838.157227
	Iteration 7Q: 3 clusters Score -2188110 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2188336.250000 Penalty: 4838.157227
	Iteration 8Q: 3 clusters Score -2188336 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2188567.500000 Penalty: 4838.157227
	Iteration 9Q: 3 clusters Score -2188568 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2188860.500000 Penalty: 4838.157227
	Iteration 10Q: 3 clusters Score -2188860 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2189238.500000 Penalty: 4838.157227
	Iteration 11Q: 3 clusters Score -2189238 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2189699.750000 Penalty: 4838.157227
	Iteration 12Q: 3 clusters Score -2189700 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2190262.250000 Penalty: 4838.157227
	Iteration 13Q: 3 clusters Score -2190262 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2190854.750000 Penalty: 4838.157227
	Iteration 14Q: 3 clusters Score -2190855 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2191393.500000 Penalty: 4838.157227
	Iteration 15Q: 3 clusters Score -2191394 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2191685.500000 Penalty: 4838.157227
	Iteration 16Q: 3 clusters Score -2191686 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2191873.500000 Penalty: 4838.157227
	Iteration 17Q: 3 clusters Score -2191874 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2191988.000000 Penalty: 4838.157227
	Iteration 18Q: 3 clusters Score -2191988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2192093.000000 Penalty: 4838.157227
	Iteration 19Q: 3 clusters Score -2192093 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2192148.750000 Penalty: 4838.157227
	Iteration 20F: 3 clusters Score -2192149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2192199.500000 Penalty: 4838.157227
	Iteration 21Q: 3 clusters Score -2192200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2192234.250000 Penalty: 4838.157227
	Iteration 22Q: 3 clusters Score -2192234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2192268.500000 Penalty: 4838.157227
	Iteration 23Q: 3 clusters Score -2192268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2192279.000000 Penalty: 4838.157227
	Iteration 24Q: 3 clusters Score -2192279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2192303.000000 Penalty: 4838.157227
	Iteration 25Q: 3 clusters Score -2192303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2192314.250000 Penalty: 4838.157227
	Iteration 26Q: 3 clusters Score -2192314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2192329.250000 Penalty: 4838.157227
	Iteration 27Q: 3 clusters Score -2192329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2192351.500000 Penalty: 4838.157227
	Iteration 28Q: 3 clusters Score -2192352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2192363.500000 Penalty: 4838.157227
	Iteration 29Q: 3 clusters Score -2192364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2192375.750000 Penalty: 4838.157227
	Iteration 30Q: 3 clusters Score -2192376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2192392.000000 Penalty: 4838.157227
	Iteration 31Q: 3 clusters Score -2192392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2192405.000000 Penalty: 4838.157227
	Iteration 32Q: 3 clusters Score -2192405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2192414.750000 Penalty: 4838.157227
	Iteration 33Q: 3 clusters Score -2192415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2192427.500000 Penalty: 4838.157227
	Iteration 34Q: 3 clusters Score -2192428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2192440.250000 Penalty: 4838.157227
	Iteration 35Q: 3 clusters Score -2192440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2192453.500000 Penalty: 4838.157227
	Iteration 36Q: 3 clusters Score -2192454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2192466.500000 Penalty: 4838.157227
	Iteration 37Q: 3 clusters Score -2192466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2192473.000000 Penalty: 4838.157227
	Iteration 38Q: 3 clusters Score -2192473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2192481.000000 Penalty: 4838.157227
	Iteration 39Q: 3 clusters Score -2192481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2192490.000000 Penalty: 4838.157227
	Iteration 40F: 3 clusters Score -2192490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2192493.750000 Penalty: 4838.157227
	Iteration 41Q: 3 clusters Score -2192494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2192496.000000 Penalty: 4838.157227
	Iteration 42Q: 3 clusters Score -2192496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2192500.500000 Penalty: 4838.157227
	Iteration 43Q: 3 clusters Score -2192500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2192507.750000 Penalty: 4838.157227
	Iteration 44Q: 3 clusters Score -2192508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2192513.500000 Penalty: 4838.157227
	Iteration 45Q: 3 clusters Score -2192514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2192521.750000 Penalty: 4838.157227
	Iteration 46Q: 3 clusters Score -2192522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2192519.000000 Penalty: 4838.157227
	Iteration 47Q: 3 clusters Score -2192519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2192533.250000 Penalty: 4838.157227
	Iteration 48Q: 3 clusters Score -2192533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2192534.250000 Penalty: 4838.157227
	Iteration 49Q: 3 clusters Score -2192534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2192536.500000 Penalty: 4838.157227
	Iteration 50Q: 3 clusters Score -2192536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2192551.750000 Penalty: 4838.157227
	Iteration 51Q: 3 clusters Score -2192552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2192558.500000 Penalty: 4838.157227
	Iteration 52Q: 3 clusters Score -2192558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2192559.250000 Penalty: 4838.157227
	Iteration 53Q: 3 clusters Score -2192559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2192564.500000 Penalty: 4838.157227
	Iteration 54Q: 3 clusters Score -2192564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2192572.750000 Penalty: 4838.157227
	Iteration 55Q: 3 clusters Score -2192573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2192587.750000 Penalty: 4838.157227
	Iteration 56Q: 3 clusters Score -2192588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2192593.250000 Penalty: 4838.157227
	Iteration 57Q: 3 clusters Score -2192593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2192597.750000 Penalty: 4838.157227
	Iteration 58Q: 3 clusters Score -2192598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2192601.000000 Penalty: 4838.157227
	Iteration 59Q: 3 clusters Score -2192601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2192606.750000 Penalty: 4838.157227
	Iteration 60F: 3 clusters Score -2192607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2192621.750000 Penalty: 4838.157227
	Iteration 61Q: 3 clusters Score -2192622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2192623.000000 Penalty: 4838.157227
	Iteration 62Q: 3 clusters Score -2192623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2192632.750000 Penalty: 4838.157227
	Iteration 63Q: 3 clusters Score -2192633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2192644.750000 Penalty: 4838.157227
	Iteration 64Q: 3 clusters Score -2192645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2192649.000000 Penalty: 4838.157227
	Iteration 65Q: 3 clusters Score -2192649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2192653.500000 Penalty: 4838.157227
	Iteration 66Q: 3 clusters Score -2192654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2192661.500000 Penalty: 4838.157227
	Iteration 67Q: 3 clusters Score -2192662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2192670.500000 Penalty: 4838.157227
	Iteration 68Q: 3 clusters Score -2192670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2192674.750000 Penalty: 4838.157227
	Iteration 69Q: 3 clusters Score -2192675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2192679.750000 Penalty: 4838.157227
	Iteration 70Q: 3 clusters Score -2192680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2192695.750000 Penalty: 4838.157227
	Iteration 71Q: 3 clusters Score -2192696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2192693.750000 Penalty: 4838.157227
	Iteration 72Q: 3 clusters Score -2192694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2192705.750000 Penalty: 4838.157227
	Iteration 73Q: 3 clusters Score -2192706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2192707.500000 Penalty: 4838.157227
	Iteration 74Q: 3 clusters Score -2192708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2192710.750000 Penalty: 4838.157227
	Iteration 75Q: 3 clusters Score -2192711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2192712.250000 Penalty: 4838.157227
	Iteration 76Q: 3 clusters Score -2192712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2192716.250000 Penalty: 4838.157227
	Iteration 77Q: 3 clusters Score -2192716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2192718.500000 Penalty: 4838.157227
	Iteration 78Q: 3 clusters Score -2192718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2192723.500000 Penalty: 4838.157227
	Iteration 79Q: 3 clusters Score -2192724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2192723.750000 Penalty: 4838.157227
	Iteration 80F: 3 clusters Score -2192724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2192727.500000 Penalty: 4838.157227
	Iteration 81Q: 3 clusters Score -2192728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2192732.000000 Penalty: 4838.157227
	Iteration 82Q: 3 clusters Score -2192732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2192738.750000 Penalty: 4838.157227
	Iteration 83Q: 3 clusters Score -2192739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2192737.250000 Penalty: 4838.157227
	Iteration 84Q: 3 clusters Score -2192737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2192742.750000 Penalty: 4838.157227
	Iteration 85Q: 3 clusters Score -2192743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2192745.750000 Penalty: 4838.157227
	Iteration 86Q: 3 clusters Score -2192746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2192750.250000 Penalty: 4838.157227
	Iteration 87Q: 3 clusters Score -2192750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2192752.500000 Penalty: 4838.157227
	Iteration 88Q: 3 clusters Score -2192752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2192762.000000 Penalty: 4838.157227
	Iteration 89Q: 3 clusters Score -2192762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2192759.000000 Penalty: 4838.157227
	Iteration 90Q: 3 clusters Score -2192759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2192767.250000 Penalty: 4838.157227
	Iteration 91Q: 3 clusters Score -2192767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2192773.500000 Penalty: 4838.157227
	Iteration 92Q: 3 clusters Score -2192774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2192772.250000 Penalty: 4838.157227
	Iteration 93Q: 3 clusters Score -2192772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2192774.000000 Penalty: 4838.157227
	Iteration 94Q: 3 clusters Score -2192774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2192782.500000 Penalty: 4838.157227
	Iteration 95Q: 3 clusters Score -2192782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2192780.250000 Penalty: 4838.157227
	Iteration 96Q: 3 clusters Score -2192780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2192784.750000 Penalty: 4838.157227
	Iteration 97Q: 3 clusters Score -2192785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2192788.000000 Penalty: 4838.157227
	Iteration 98Q: 3 clusters Score -2192788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2192788.750000 Penalty: 4838.157227
	Iteration 99Q: 3 clusters Score -2192789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2192788.750000 Penalty: 4838.157227
	Iteration 100F: 3 clusters Score -2192789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2192793.750000 Penalty: 4838.157227
	Iteration 101Q: 3 clusters Score -2192794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2192794.750000 Penalty: 4838.157227
	Iteration 102Q: 3 clusters Score -2192795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2192793.500000 Penalty: 4838.157227
	Iteration 103Q: 3 clusters Score -2192794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2192797.500000 Penalty: 4838.157227
	Iteration 104Q: 3 clusters Score -2192798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2192801.000000 Penalty: 4838.157227
	Iteration 105Q: 3 clusters Score -2192801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2192801.750000 Penalty: 4838.157227
	Iteration 106Q: 3 clusters Score -2192802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2192800.750000 Penalty: 4838.157227
	Iteration 107Q: 3 clusters Score -2192801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2192803.750000 Penalty: 4838.157227
	Iteration 108Q: 3 clusters Score -2192804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2192804.500000 Penalty: 4838.157227
	Iteration 109Q: 3 clusters Score -2192804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2192808.250000 Penalty: 4838.157227
	Iteration 110Q: 3 clusters Score -2192808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2192808.500000 Penalty: 4838.157227
	Iteration 111Q: 3 clusters Score -2192808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2192812.000000 Penalty: 4838.157227
	Iteration 112Q: 3 clusters Score -2192812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2192811.250000 Penalty: 4838.157227
	Iteration 113Q: 3 clusters Score -2192811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2192813.500000 Penalty: 4838.157227
	Iteration 114Q: 3 clusters Score -2192814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2192813.250000 Penalty: 4838.157227
	Iteration 115Q: 3 clusters Score -2192813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2192812.500000 Penalty: 4838.157227
	Iteration 116Q: 3 clusters Score -2192812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2192809.500000 Penalty: 4838.157227
	Iteration 117Q: 3 clusters Score -2192810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2192816.250000 Penalty: 4838.157227
	Iteration 118Q: 3 clusters Score -2192816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2192818.000000 Penalty: 4838.157227
	Iteration 119Q: 3 clusters Score -2192818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2192817.750000 Penalty: 4838.157227
	Iteration 120F: 3 clusters Score -2192818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -99161.453125 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -99161.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97319.718750 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -97319.72 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97691.812500 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -97691.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97810.531250 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -97810.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97929.320312 Penalty: 3389.718018
	Iteration 3Q: 3 clusters Score -97929.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98041.914062 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -98041.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98162.265625 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -98162.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98278.171875 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -98278.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98360.218750 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -98360.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98413.148438 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -98413.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98451.109375 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -98451.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98472.062500 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -98472.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98486.632812 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -98486.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98494.343750 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -98494.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98498.617188 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -98498.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98507.445312 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -98507.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98512.164062 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -98512.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98517.304688 Penalty: 3389.718018
	Iteration 16Q: 3 clusters Score -98517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98517.304688 Penalty: 3389.718018
	Iteration 17F: 3 clusters Score -98517.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (59820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Entering Unmasked Estep 
Score: -7548641.500000 Penalty: 2727.775635
	Iteration 0F: 2 clusters Score -7548642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7508309.000000 Penalty: 5455.551270
	Iteration 0F: 3 clusters Score -7508309 nChanged 27972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -7524204.000000 Penalty: 5455.551270
	Iteration 1F: 3 clusters Score -7524204 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7525020.000000 Penalty: 5455.551270
	Iteration 2Q: 3 clusters Score -7525020 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -7525708.000000 Penalty: 5455.551270
	Iteration 3Q: 3 clusters Score -7525708 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -7526522.500000 Penalty: 5455.551270
	Iteration 4Q: 3 clusters Score -7526522 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -7527506.500000 Penalty: 5455.551270
	Iteration 5Q: 3 clusters Score -7527506 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7528722.000000 Penalty: 5455.551270
	Iteration 6Q: 3 clusters Score -7528722 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7530326.000000 Penalty: 5455.551270
	Iteration 7Q: 3 clusters Score -7530326 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -7532450.000000 Penalty: 5455.551270
	Iteration 8F: 3 clusters Score -7532450 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -7534928.000000 Penalty: 5455.551270
	Iteration 9F: 3 clusters Score -7534928 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -7537322.000000 Penalty: 5455.551270
	Iteration 10F: 3 clusters Score -7537322 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -7539443.500000 Penalty: 5455.551270
	Iteration 11Q: 3 clusters Score -7539444 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -7541089.500000 Penalty: 5455.551270
	Iteration 12Q: 3 clusters Score -7541090 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -7542469.000000 Penalty: 5455.551270
	Iteration 13Q: 3 clusters Score -7542469 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7543542.000000 Penalty: 5455.551270
	Iteration 14Q: 3 clusters Score -7543542 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -7544450.500000 Penalty: 5455.551270
	Iteration 15Q: 3 clusters Score -7544450 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7545096.000000 Penalty: 5455.551270
	Iteration 16Q: 3 clusters Score -7545096 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -7545552.500000 Penalty: 5455.551270
	Iteration 17Q: 3 clusters Score -7545552 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -7545860.500000 Penalty: 5455.551270
	Iteration 18Q: 3 clusters Score -7545860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -7546058.500000 Penalty: 5455.551270
	Iteration 19Q: 3 clusters Score -7546058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7546159.500000 Penalty: 5455.551270
	Iteration 20F: 3 clusters Score -7546160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7546244.500000 Penalty: 5455.551270
	Iteration 21Q: 3 clusters Score -7546244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -7546320.500000 Penalty: 5455.551270
	Iteration 22Q: 3 clusters Score -7546320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -7546356.000000 Penalty: 5455.551270
	Iteration 23Q: 3 clusters Score -7546356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -7546371.500000 Penalty: 5455.551270
	Iteration 24Q: 3 clusters Score -7546372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -7546390.000000 Penalty: 5455.551270
	Iteration 25Q: 3 clusters Score -7546390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -7546403.000000 Penalty: 5455.551270
	Iteration 26Q: 3 clusters Score -7546403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -7546418.000000 Penalty: 5455.551270
	Iteration 27Q: 3 clusters Score -7546418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -7546430.500000 Penalty: 5455.551270
	Iteration 28Q: 3 clusters Score -7546430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -7546435.500000 Penalty: 5455.551270
	Iteration 29Q: 3 clusters Score -7546436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7546440.000000 Penalty: 5455.551270
	Iteration 30Q: 3 clusters Score -7546440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -7546445.500000 Penalty: 5455.551270
	Iteration 31Q: 3 clusters Score -7546446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -7546453.500000 Penalty: 5455.551270
	Iteration 32Q: 3 clusters Score -7546454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -7546461.000000 Penalty: 5455.551270
	Iteration 33Q: 3 clusters Score -7546461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -7546464.000000 Penalty: 5455.551270
	Iteration 34Q: 3 clusters Score -7546464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -7546465.500000 Penalty: 5455.551270
	Iteration 35Q: 3 clusters Score -7546466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -7546466.000000 Penalty: 5455.551270
	Iteration 36Q: 3 clusters Score -7546466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -7546466.000000 Penalty: 5455.551270
	Iteration 37F: 3 clusters Score -7546466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -310203.937500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -310203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -307130.656250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -307130.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -307806.812500 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -307806.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -308049.218750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -308049.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -308217.937500 Penalty: 3924.198486
	Iteration 3F: 3 clusters Score -308217.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -308320.375000 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -308320.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -308389.937500 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -308389.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -308440.812500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -308440.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -308489.406250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -308489.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -308542.062500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -308542.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -308590.812500 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -308590.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -308641.000000 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -308641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -308671.437500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -308671.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -308689.062500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -308689.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -308699.406250 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -308699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308709.593750 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -308709.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -308722.656250 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -308722.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -308730.843750 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -308730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -308739.781250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -308739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -308747.406250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -308747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -308751.750000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -308751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -308757.000000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -308757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -308763.718750 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -308763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -308770.906250 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -308770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -308782.906250 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -308782.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -308798.281250 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -308798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -308809.500000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -308809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -308815.625000 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -308815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -308820.968750 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -308821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -308822.406250 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -308822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -308825.937500 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -308825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -308829.750000 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -308829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -308836.250000 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -308836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -308844.093750 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -308844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -308857.468750 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -308857.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -308874.562500 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -308874.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -308898.312500 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -308898.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -308912.843750 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -308912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -308928.156250 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -308928.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -308943.562500 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -308943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -308957.031250 Penalty: 3924.198486
	Iteration 39Q: 3 clusters Score -308957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -308964.906250 Penalty: 3924.198486
	Iteration 40F: 3 clusters Score -308964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -308968.875000 Penalty: 3924.198486
	Iteration 41Q: 3 clusters Score -308968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -308972.687500 Penalty: 3924.198486
	Iteration 42Q: 3 clusters Score -308972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -308978.687500 Penalty: 3924.198486
	Iteration 43Q: 3 clusters Score -308978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -308985.437500 Penalty: 3924.198486
	Iteration 44Q: 3 clusters Score -308985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -308990.218750 Penalty: 3924.198486
	Iteration 45Q: 3 clusters Score -308990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -309000.531250 Penalty: 3924.198486
	Iteration 46Q: 3 clusters Score -309000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -309003.875000 Penalty: 3924.198486
	Iteration 47Q: 3 clusters Score -309003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -309006.750000 Penalty: 3924.198486
	Iteration 48Q: 3 clusters Score -309006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -309009.687500 Penalty: 3924.198486
	Iteration 49Q: 3 clusters Score -309009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -309012.312500 Penalty: 3924.198486
	Iteration 50Q: 3 clusters Score -309012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -309014.343750 Penalty: 3924.198486
	Iteration 51Q: 3 clusters Score -309014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -309018.750000 Penalty: 3924.198486
	Iteration 52Q: 3 clusters Score -309018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -309023.906250 Penalty: 3924.198486
	Iteration 53Q: 3 clusters Score -309023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -309027.125000 Penalty: 3924.198486
	Iteration 54Q: 3 clusters Score -309027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -309030.687500 Penalty: 3924.198486
	Iteration 55Q: 3 clusters Score -309030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -309032.406250 Penalty: 3924.198486
	Iteration 56Q: 3 clusters Score -309032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -309035.562500 Penalty: 3924.198486
	Iteration 57Q: 3 clusters Score -309035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -309037.406250 Penalty: 3924.198486
	Iteration 58Q: 3 clusters Score -309037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -309040.593750 Penalty: 3924.198486
	Iteration 59Q: 3 clusters Score -309040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -309046.593750 Penalty: 3924.198486
	Iteration 60F: 3 clusters Score -309046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -309048.468750 Penalty: 3924.198486
	Iteration 61Q: 3 clusters Score -309048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -309050.281250 Penalty: 3924.198486
	Iteration 62Q: 3 clusters Score -309050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -309052.468750 Penalty: 3924.198486
	Iteration 63Q: 3 clusters Score -309052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -309052.562500 Penalty: 3924.198486
	Iteration 64Q: 3 clusters Score -309052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -309053.312500 Penalty: 3924.198486
	Iteration 65Q: 3 clusters Score -309053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -309054.187500 Penalty: 3924.198486
	Iteration 66Q: 3 clusters Score -309054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -309055.218750 Penalty: 3924.198486
	Iteration 67Q: 3 clusters Score -309055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -309056.562500 Penalty: 3924.198486
	Iteration 68Q: 3 clusters Score -309056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -309057.218750 Penalty: 3924.198486
	Iteration 69Q: 3 clusters Score -309057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -309057.500000 Penalty: 3924.198486
	Iteration 70Q: 3 clusters Score -309057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -309057.875000 Penalty: 3924.198486
	Iteration 71Q: 3 clusters Score -309057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -309057.875000 Penalty: 3924.198486
	Iteration 72F: 3 clusters Score -309057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -142608.875000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -142608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140618.453125 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -140618.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141010.671875 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -141010.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141153.234375 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -141153.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -141275.671875 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -141275.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -141399.140625 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -141399.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -141546.140625 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -141546.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -141723.937500 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -141723.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -141925.859375 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -141925.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -142029.453125 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -142029.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -142126.296875 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -142126.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -142181.859375 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -142181.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -142210.859375 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -142210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -142229.421875 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -142229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -142245.734375 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -142245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -142254.109375 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -142254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -142254.109375 Penalty: 3530.937988
	Iteration 15F: 3 clusters Score -142254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -522393.875000 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -522393.9 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 2129 members 
Entering Unmasked Estep 
Score: -518384.656250 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -518384.7 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -519275.250000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -519275.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -519460.562500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -519460.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -519602.812500 Penalty: 4142.632812
	Iteration 3F: 3 clusters Score -519602.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -519698.718750 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -519698.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -519780.343750 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -519780.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -519867.687500 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -519867.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -519970.375000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -519970.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -520071.093750 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -520071.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -520142.781250 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -520142.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -520198.156250 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -520198.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -520253.062500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -520253.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -520299.812500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -520299.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -520337.750000 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -520337.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -520378.000000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -520378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -520403.843750 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -520403.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520427.468750 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -520427.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520453.968750 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -520454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -520469.656250 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -520469.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -520484.625000 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -520484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -520499.562500 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -520499.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -520510.093750 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -520510.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -520523.875000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -520523.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -520537.312500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -520537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -520552.750000 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -520552.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -520566.281250 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -520566.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -520579.406250 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -520579.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -520593.125000 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -520593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -520606.593750 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -520606.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -520615.906250 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -520615.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -520627.812500 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -520627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -520634.312500 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -520634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -520642.312500 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -520642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -520648.031250 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -520648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -520658.750000 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -520658.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -520674.343750 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -520674.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520687.031250 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -520687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -520699.093750 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -520699.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -520708.687500 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -520708.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -520719.781250 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -520719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -520734.750000 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -520734.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -520751.968750 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -520752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -520767.406250 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -520767.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -520785.468750 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -520785.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -520802.656250 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -520802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -520815.562500 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -520815.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -520827.187500 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -520827.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -520833.968750 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -520834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -520840.593750 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -520840.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -520846.218750 Penalty: 4142.632812
	Iteration 49Q: 3 clusters Score -520846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -520853.625000 Penalty: 4142.632812
	Iteration 50Q: 3 clusters Score -520853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -520859.312500 Penalty: 4142.632812
	Iteration 51Q: 3 clusters Score -520859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -520860.968750 Penalty: 4142.632812
	Iteration 52Q: 3 clusters Score -520861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -520861.718750 Penalty: 4142.632812
	Iteration 53Q: 3 clusters Score -520861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -520861.750000 Penalty: 4142.632812
	Iteration 54Q: 3 clusters Score -520861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -520861.625000 Penalty: 4142.632812
	Iteration 55Q: 3 clusters Score -520861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -520862.625000 Penalty: 4142.632812
	Iteration 56Q: 3 clusters Score -520862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -520863.031250 Penalty: 4142.632812
	Iteration 57Q: 3 clusters Score -520863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -520863.531250 Penalty: 4142.632812
	Iteration 58Q: 3 clusters Score -520863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -520863.906250 Penalty: 4142.632812
	Iteration 59Q: 3 clusters Score -520863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -520864.406250 Penalty: 4142.632812
	Iteration 60F: 3 clusters Score -520864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -770116.937500 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -770116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -764805.062500 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -764805.1 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -766156.187500 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -766156.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -766419.500000 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -766419.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -766580.375000 Penalty: 4340.181641
	Iteration 3F: 3 clusters Score -766580.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -766690.750000 Penalty: 4340.181641
	Iteration 4Q: 3 clusters Score -766690.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -766771.062500 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -766771.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -766831.437500 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -766831.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -766900.375000 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -766900.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -766963.750000 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -766963.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -767014.437500 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -767014.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -767054.562500 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -767054.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -767086.125000 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -767086.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -767119.312500 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -767119.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -767151.687500 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -767151.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -767182.187500 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -767182.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -767214.125000 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -767214.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -767237.187500 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -767237.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -767256.437500 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -767256.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -767275.187500 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -767275.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -767289.875000 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -767289.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -767308.062500 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -767308.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -767329.625000 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -767329.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -767347.062500 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -767347.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -767362.187500 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -767362.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -767373.375000 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -767373.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -767382.625000 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -767382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -767393.187500 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -767393.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -767399.875000 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -767399.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -767407.187500 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -767407.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -767415.500000 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -767415.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -767419.562500 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -767419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -767423.187500 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -767423.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -767430.437500 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -767430.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -767433.687500 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -767433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -767437.375000 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -767437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -767440.875000 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -767440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -767444.125000 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -767444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -767448.562500 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -767448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767449.750000 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -767449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767450.937500 Penalty: 4340.181641
	Iteration 39Q: 3 clusters Score -767450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -767448.375000 Penalty: 4340.181641
	Iteration 40F: 3 clusters Score -767448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -767450.937500 Penalty: 4340.181641
	Iteration 41Q: 3 clusters Score -767450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -767452.125000 Penalty: 4340.181641
	Iteration 42Q: 3 clusters Score -767452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -767453.937500 Penalty: 4340.181641
	Iteration 43Q: 3 clusters Score -767453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -767452.687500 Penalty: 4340.181641
	Iteration 44Q: 3 clusters Score -767452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -767454.875000 Penalty: 4340.181641
	Iteration 45Q: 3 clusters Score -767454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767454.062500 Penalty: 4340.181641
	Iteration 46Q: 3 clusters Score -767454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767454.062500 Penalty: 4340.181641
	Iteration 47Q: 3 clusters Score -767454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -767454.062500 Penalty: 4340.181641
	Iteration 48F: 3 clusters Score -767454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (28297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Entering Unmasked Estep 
Score: -3599838.750000 Penalty: 2542.126709
	Iteration 0F: 2 clusters Score -3599839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3580405.000000 Penalty: 5084.253418
	Iteration 0F: 3 clusters Score -3580405 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3587563.000000 Penalty: 5084.253418
	Iteration 1F: 3 clusters Score -3587563 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3588104.250000 Penalty: 5084.253418
	Iteration 2Q: 3 clusters Score -3588104 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3588639.500000 Penalty: 5084.253418
	Iteration 3Q: 3 clusters Score -3588640 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3589254.750000 Penalty: 5084.253418
	Iteration 4Q: 3 clusters Score -3589255 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3590039.750000 Penalty: 5084.253418
	Iteration 5F: 3 clusters Score -3590040 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3591032.250000 Penalty: 5084.253418
	Iteration 6F: 3 clusters Score -3591032 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3592348.000000 Penalty: 5084.253418
	Iteration 7F: 3 clusters Score -3592348 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3593882.000000 Penalty: 5084.253418
	Iteration 8F: 3 clusters Score -3593882 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3595287.000000 Penalty: 5084.253418
	Iteration 9F: 3 clusters Score -3595287 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3596376.250000 Penalty: 5084.253418
	Iteration 10Q: 3 clusters Score -3596376 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3596983.000000 Penalty: 5084.253418
	Iteration 11Q: 3 clusters Score -3596983 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3597295.500000 Penalty: 5084.253418
	Iteration 12Q: 3 clusters Score -3597296 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3597470.250000 Penalty: 5084.253418
	Iteration 13Q: 3 clusters Score -3597470 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3597555.250000 Penalty: 5084.253418
	Iteration 14Q: 3 clusters Score -3597555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3597624.250000 Penalty: 5084.253418
	Iteration 15Q: 3 clusters Score -3597624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3597670.750000 Penalty: 5084.253418
	Iteration 16Q: 3 clusters Score -3597671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3597719.500000 Penalty: 5084.253418
	Iteration 17Q: 3 clusters Score -3597720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3597742.000000 Penalty: 5084.253418
	Iteration 18Q: 3 clusters Score -3597742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3597752.250000 Penalty: 5084.253418
	Iteration 19Q: 3 clusters Score -3597752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3597770.000000 Penalty: 5084.253418
	Iteration 20F: 3 clusters Score -3597770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3597783.000000 Penalty: 5084.253418
	Iteration 21Q: 3 clusters Score -3597783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3597792.000000 Penalty: 5084.253418
	Iteration 22Q: 3 clusters Score -3597792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3597800.500000 Penalty: 5084.253418
	Iteration 23Q: 3 clusters Score -3597800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3597798.500000 Penalty: 5084.253418
	Iteration 24Q: 3 clusters Score -3597798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3597813.250000 Penalty: 5084.253418
	Iteration 25Q: 3 clusters Score -3597813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3597819.500000 Penalty: 5084.253418
	Iteration 26Q: 3 clusters Score -3597820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3597822.500000 Penalty: 5084.253418
	Iteration 27Q: 3 clusters Score -3597822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3597820.250000 Penalty: 5084.253418
	Iteration 28Q: 3 clusters Score -3597820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3597826.250000 Penalty: 5084.253418
	Iteration 29Q: 3 clusters Score -3597826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3597823.500000 Penalty: 5084.253418
	Iteration 30Q: 3 clusters Score -3597824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3597822.000000 Penalty: 5084.253418
	Iteration 31Q: 3 clusters Score -3597822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3597823.500000 Penalty: 5084.253418
	Iteration 32Q: 3 clusters Score -3597824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3597826.000000 Penalty: 5084.253418
	Iteration 33Q: 3 clusters Score -3597826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3597825.000000 Penalty: 5084.253418
	Iteration 34Q: 3 clusters Score -3597825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3597828.500000 Penalty: 5084.253418
	Iteration 35Q: 3 clusters Score -3597828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3597830.750000 Penalty: 5084.253418
	Iteration 36Q: 3 clusters Score -3597831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3597835.250000 Penalty: 5084.253418
	Iteration 37Q: 3 clusters Score -3597835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3597833.750000 Penalty: 5084.253418
	Iteration 38Q: 3 clusters Score -3597834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3597833.750000 Penalty: 5084.253418
	Iteration 39Q: 3 clusters Score -3597834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3597835.500000 Penalty: 5084.253418
	Iteration 40F: 3 clusters Score -3597836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3597836.500000 Penalty: 5084.253418
	Iteration 41Q: 3 clusters Score -3597836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3597838.250000 Penalty: 5084.253418
	Iteration 42Q: 3 clusters Score -3597838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3597836.500000 Penalty: 5084.253418
	Iteration 43Q: 3 clusters Score -3597836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3597838.250000 Penalty: 5084.253418
	Iteration 44Q: 3 clusters Score -3597838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3597838.250000 Penalty: 5084.253418
	Iteration 45F: 3 clusters Score -3597838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1996288.000000 Penalty: 2401.004150
	Iteration 0F: 2 clusters Score -1996288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1984719.500000 Penalty: 4802.008301
	Iteration 0F: 3 clusters Score -1984720 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1988480.250000 Penalty: 4802.008301
	Iteration 1F: 3 clusters Score -1988480 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1988896.750000 Penalty: 4802.008301
	Iteration 2F: 3 clusters Score -1988897 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1989247.750000 Penalty: 4802.008301
	Iteration 3F: 3 clusters Score -1989248 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1989624.250000 Penalty: 4802.008301
	Iteration 4Q: 3 clusters Score -1989624 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1990039.000000 Penalty: 4802.008301
	Iteration 5Q: 3 clusters Score -1990039 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1990579.375000 Penalty: 4802.008301
	Iteration 6F: 3 clusters Score -1990579 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1991231.250000 Penalty: 4802.008301
	Iteration 7F: 3 clusters Score -1991231 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1991975.125000 Penalty: 4802.008301
	Iteration 8F: 3 clusters Score -1991975 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1992620.500000 Penalty: 4802.008301
	Iteration 9F: 3 clusters Score -1992620 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1993128.875000 Penalty: 4802.008301
	Iteration 10Q: 3 clusters Score -1993129 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1993560.250000 Penalty: 4802.008301
	Iteration 11Q: 3 clusters Score -1993560 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1993924.125000 Penalty: 4802.008301
	Iteration 12Q: 3 clusters Score -1993924 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1994186.500000 Penalty: 4802.008301
	Iteration 13Q: 3 clusters Score -1994186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1994359.750000 Penalty: 4802.008301
	Iteration 14Q: 3 clusters Score -1994360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1994488.250000 Penalty: 4802.008301
	Iteration 15Q: 3 clusters Score -1994488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1994568.875000 Penalty: 4802.008301
	Iteration 16Q: 3 clusters Score -1994569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1994641.625000 Penalty: 4802.008301
	Iteration 17Q: 3 clusters Score -1994642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1994677.875000 Penalty: 4802.008301
	Iteration 18Q: 3 clusters Score -1994678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1994702.000000 Penalty: 4802.008301
	Iteration 19Q: 3 clusters Score -1994702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1994720.250000 Penalty: 4802.008301
	Iteration 20F: 3 clusters Score -1994720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1994733.375000 Penalty: 4802.008301
	Iteration 21Q: 3 clusters Score -1994733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1994739.750000 Penalty: 4802.008301
	Iteration 22Q: 3 clusters Score -1994740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1994745.500000 Penalty: 4802.008301
	Iteration 23Q: 3 clusters Score -1994746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1994752.250000 Penalty: 4802.008301
	Iteration 24Q: 3 clusters Score -1994752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1994767.875000 Penalty: 4802.008301
	Iteration 25Q: 3 clusters Score -1994768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1994775.375000 Penalty: 4802.008301
	Iteration 26Q: 3 clusters Score -1994775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1994781.750000 Penalty: 4802.008301
	Iteration 27Q: 3 clusters Score -1994782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1994787.000000 Penalty: 4802.008301
	Iteration 28Q: 3 clusters Score -1994787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1994785.500000 Penalty: 4802.008301
	Iteration 29Q: 3 clusters Score -1994786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1994794.000000 Penalty: 4802.008301
	Iteration 30Q: 3 clusters Score -1994794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1994792.875000 Penalty: 4802.008301
	Iteration 31Q: 3 clusters Score -1994793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1994792.375000 Penalty: 4802.008301
	Iteration 32Q: 3 clusters Score -1994792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1994801.375000 Penalty: 4802.008301
	Iteration 33Q: 3 clusters Score -1994801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1994802.500000 Penalty: 4802.008301
	Iteration 34Q: 3 clusters Score -1994802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1994800.125000 Penalty: 4802.008301
	Iteration 35Q: 3 clusters Score -1994800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1994804.500000 Penalty: 4802.008301
	Iteration 36Q: 3 clusters Score -1994804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1994802.500000 Penalty: 4802.008301
	Iteration 37Q: 3 clusters Score -1994802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1994802.500000 Penalty: 4802.008301
	Iteration 38F: 3 clusters Score -1994802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -92153.125000 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -92153.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90337.507812 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -90337.51 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90827.984375 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -90827.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91173.703125 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -91173.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91484.007812 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -91484.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91859.046875 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -91859.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92328.937500 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -92328.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92408.093750 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -92408.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92434.976562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -92434.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92451.648438 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -92451.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92454.960938 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -92454.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92458.359375 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -92458.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92462.117188 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -92462.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -92471.976562 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -92471.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -92478.031250 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -92478.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -92482.054688 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -92482.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -92489.367188 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -92489.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92490.281250 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -92490.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92491.460938 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -92491.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92496.835938 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -92496.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92497.562500 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -92497.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92504.976562 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -92504.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -92523.445312 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -92523.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92533.218750 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -92533.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92543.796875 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -92543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92553.085938 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -92553.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92570.445312 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -92570.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -92584.968750 Penalty: 3378.377197
	Iteration 26Q: 3 clusters Score -92584.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92593.304688 Penalty: 3378.377197
	Iteration 27Q: 3 clusters Score -92593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92596.382812 Penalty: 3378.377197
	Iteration 28Q: 3 clusters Score -92596.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -92596.382812 Penalty: 3378.377197
	Iteration 29F: 3 clusters Score -92596.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56503 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359808 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58059 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59820 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28297 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 253 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 655 members 
Entering Unmasked Estep 
Score: -142008816.000000 Penalty: 166335.640625
Splitting cluster 46 changes total score from -142009920.000000 to -142008816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -39951.777344 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -39951.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38644.894531 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -38644.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38814.316406 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -38814.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38830.503906 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -38830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38839.843750 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -38839.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38844.945312 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38844.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38848.671875 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38848.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38848.671875 Penalty: 2929.059326
	Iteration 6F: 3 clusters Score -38848.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51505 members 
Mstep: Class 8 contains 56503 members 
Mstep: Class 9 contains 160130 members 
Mstep: Class 10 contains 24889 members 
Mstep: Class 11 contains 12937 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359808 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8885 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58059 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17229 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59820 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28297 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009904.000000 Penalty: 162870.312500
Iteration 199Q: 48 clusters Score -1.420099e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20843 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 56504 members 
Mstep: Class 9 contains 160119 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39800 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359870 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29630 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11230 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26095 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58057 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14918 members 
Mstep: Class 37 contains 17228 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59742 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28311 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009904.000000 Penalty: 162870.312500
Iteration 200F: 48 clusters Score -1.420099e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20848 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 56506 members 
Mstep: Class 9 contains 160107 members 
Mstep: Class 10 contains 24888 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39800 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359952 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29637 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11228 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26095 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58057 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17222 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59654 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 28329 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009920.000000 Penalty: 162870.312500
Iteration 201Q: 48 clusters Score -1.420099e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10691 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 56505 members 
Mstep: Class 9 contains 160103 members 
Mstep: Class 10 contains 24892 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39799 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 359999 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29648 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11225 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58056 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17224 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59577 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28349 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009744.000000 Penalty: 162870.312500
Iteration 202Q: 48 clusters Score -1.420097e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20855 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160096 members 
Mstep: Class 10 contains 24892 members 
Mstep: Class 11 contains 12933 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39796 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360069 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29664 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 11224 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26089 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58054 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59500 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28358 members 
Mstep: Class 45 contains 16017 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009824.000000 Penalty: 162870.312500
Iteration 203Q: 48 clusters Score -1.420098e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20857 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51497 members 
Mstep: Class 8 contains 56494 members 
Mstep: Class 9 contains 160095 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 12933 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39796 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5843 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360128 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29680 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26085 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58053 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14917 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59427 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28364 members 
Mstep: Class 45 contains 16018 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009648.000000 Penalty: 162870.312500
Iteration 204Q: 48 clusters Score -1.420096e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20859 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51494 members 
Mstep: Class 8 contains 56485 members 
Mstep: Class 9 contains 160091 members 
Mstep: Class 10 contains 24898 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39797 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360183 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29698 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11218 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26077 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58054 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59361 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28370 members 
Mstep: Class 45 contains 16019 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009808.000000 Penalty: 162870.312500
Iteration 205Q: 48 clusters Score -1.420098e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51494 members 
Mstep: Class 8 contains 56481 members 
Mstep: Class 9 contains 160082 members 
Mstep: Class 10 contains 24894 members 
Mstep: Class 11 contains 12933 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39798 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360244 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29714 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11218 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26073 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58053 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59299 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28378 members 
Mstep: Class 45 contains 16021 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009712.000000 Penalty: 162870.312500
Iteration 206Q: 48 clusters Score -1.420097e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51491 members 
Mstep: Class 8 contains 56481 members 
Mstep: Class 9 contains 160080 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39796 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360292 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29731 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8891 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26073 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58052 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17223 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59241 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28383 members 
Mstep: Class 45 contains 16021 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009680.000000 Penalty: 162870.312500
Iteration 207Q: 48 clusters Score -1.420097e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20861 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51488 members 
Mstep: Class 8 contains 56481 members 
Mstep: Class 9 contains 160081 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 12929 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39795 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360332 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29742 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2160 members 
Mstep: Class 31 contains 58049 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17223 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59191 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28389 members 
Mstep: Class 45 contains 16021 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009600.000000 Penalty: 162870.312500
Iteration 208Q: 48 clusters Score -1.420096e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51484 members 
Mstep: Class 8 contains 56485 members 
Mstep: Class 9 contains 160080 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 12929 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360365 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29749 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58048 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29415 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17224 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59140 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28391 members 
Mstep: Class 45 contains 16021 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009616.000000 Penalty: 162870.312500
Iteration 209Q: 48 clusters Score -1.420096e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20866 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51486 members 
Mstep: Class 8 contains 56487 members 
Mstep: Class 9 contains 160079 members 
Mstep: Class 10 contains 24892 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360398 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29757 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8896 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26073 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58047 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29414 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17224 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59089 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28396 members 
Mstep: Class 45 contains 16023 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009600.000000 Penalty: 162870.312500
Iteration 210Q: 48 clusters Score -1.420096e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20864 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51486 members 
Mstep: Class 8 contains 56488 members 
Mstep: Class 9 contains 160076 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39793 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360443 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29760 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8895 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26074 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58048 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29413 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 59033 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28405 members 
Mstep: Class 45 contains 16024 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009456.000000 Penalty: 162870.312500
Iteration 211Q: 48 clusters Score -1.420095e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51491 members 
Mstep: Class 8 contains 56495 members 
Mstep: Class 9 contains 160073 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39792 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360482 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29763 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5184 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26076 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58047 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29411 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58975 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28409 members 
Mstep: Class 45 contains 16024 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009584.000000 Penalty: 162870.312500
Iteration 212Q: 48 clusters Score -1.420096e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51490 members 
Mstep: Class 8 contains 56493 members 
Mstep: Class 9 contains 160071 members 
Mstep: Class 10 contains 24888 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360519 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29771 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8901 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26074 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58050 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29408 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8179 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58921 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28417 members 
Mstep: Class 45 contains 16026 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009584.000000 Penalty: 162870.312500
Iteration 213Q: 48 clusters Score -1.420096e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51492 members 
Mstep: Class 8 contains 56497 members 
Mstep: Class 9 contains 160072 members 
Mstep: Class 10 contains 24885 members 
Mstep: Class 11 contains 12928 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360555 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29784 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8904 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58049 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29402 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58872 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28422 members 
Mstep: Class 45 contains 16030 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 162870.312500
Iteration 214Q: 48 clusters Score -1.420096e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51496 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160072 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12925 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360579 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29798 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14547 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5186 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58049 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29399 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17222 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58813 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28434 members 
Mstep: Class 45 contains 16034 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009632.000000 Penalty: 162870.312500
Iteration 215Q: 48 clusters Score -1.420096e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51496 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 160069 members 
Mstep: Class 10 contains 24883 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360615 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14546 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8928 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5188 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58052 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29396 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17222 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58749 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28442 members 
Mstep: Class 45 contains 16037 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009424.000000 Penalty: 162870.312500
Iteration 216Q: 48 clusters Score -1.420094e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51499 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160067 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360632 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29815 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 5188 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26070 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58056 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29395 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17222 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58712 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28447 members 
Mstep: Class 45 contains 16040 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009472.000000 Penalty: 162870.312500
Iteration 217Q: 48 clusters Score -1.420095e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51501 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 160065 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360648 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29824 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8943 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58062 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29392 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17224 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58663 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28454 members 
Mstep: Class 45 contains 16042 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009344.000000 Penalty: 162870.312500
Iteration 218Q: 48 clusters Score -1.420093e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51499 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160063 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360677 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29826 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58058 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29387 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8181 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58619 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28462 members 
Mstep: Class 45 contains 16047 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009536.000000 Penalty: 162870.312500
Iteration 219Q: 48 clusters Score -1.420095e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160065 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12923 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360675 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29833 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8958 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26070 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58064 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29385 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58588 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28475 members 
Mstep: Class 45 contains 16048 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009536.000000 Penalty: 162870.312500
Iteration 220F: 48 clusters Score -1.420095e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51498 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 160063 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360685 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8963 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26069 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58069 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29383 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14913 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58548 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28494 members 
Mstep: Class 45 contains 16050 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009600.000000 Penalty: 162870.312500
Iteration 221Q: 48 clusters Score -1.420096e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51500 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160059 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39782 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360697 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29846 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26066 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58072 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29378 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58514 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28506 members 
Mstep: Class 45 contains 16058 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009680.000000 Penalty: 162870.312500
Iteration 222Q: 48 clusters Score -1.420097e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20879 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51504 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160057 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39782 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360706 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29856 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26063 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58073 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29375 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58486 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28513 members 
Mstep: Class 45 contains 16063 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 162870.312500
Iteration 223Q: 48 clusters Score -1.420096e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51507 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160058 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39778 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360700 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29868 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11213 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26063 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58079 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29369 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8180 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58459 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28526 members 
Mstep: Class 45 contains 16068 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009520.000000 Penalty: 162870.312500
Iteration 224Q: 48 clusters Score -1.420095e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14895 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51509 members 
Mstep: Class 8 contains 56499 members 
Mstep: Class 9 contains 160057 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39772 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360697 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29873 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11212 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26065 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58084 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29367 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8179 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17228 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58440 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28536 members 
Mstep: Class 45 contains 16071 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009584.000000 Penalty: 162870.312500
Iteration 225Q: 48 clusters Score -1.420096e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51512 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 160056 members 
Mstep: Class 10 contains 24884 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39771 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360701 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29881 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26064 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58084 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29367 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17228 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58416 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28546 members 
Mstep: Class 45 contains 16072 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009632.000000 Penalty: 162870.312500
Iteration 226Q: 48 clusters Score -1.420096e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20880 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51515 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160055 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39766 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360711 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29889 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26059 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58088 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29366 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17228 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58394 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4240 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28553 members 
Mstep: Class 45 contains 16073 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009616.000000 Penalty: 162870.312500
Iteration 227Q: 48 clusters Score -1.420096e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51519 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160053 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39763 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360716 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29892 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26058 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58091 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29363 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58381 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4243 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28556 members 
Mstep: Class 45 contains 16074 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009536.000000 Penalty: 162870.312500
Iteration 228Q: 48 clusters Score -1.420095e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51522 members 
Mstep: Class 8 contains 56495 members 
Mstep: Class 9 contains 160052 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39763 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360722 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29893 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14546 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8978 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26057 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58092 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29360 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14914 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58369 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4244 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28560 members 
Mstep: Class 45 contains 16075 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 162870.312500
Iteration 229Q: 48 clusters Score -1.420097e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51520 members 
Mstep: Class 8 contains 56494 members 
Mstep: Class 9 contains 160050 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39762 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360729 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29898 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26055 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58091 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29358 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58356 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4245 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28566 members 
Mstep: Class 45 contains 16078 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009680.000000 Penalty: 162870.312500
Iteration 230Q: 48 clusters Score -1.420097e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20885 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51521 members 
Mstep: Class 8 contains 56494 members 
Mstep: Class 9 contains 160046 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360729 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29901 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26055 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58351 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4245 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28571 members 
Mstep: Class 45 contains 16079 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 162870.312500
Iteration 231Q: 48 clusters Score -1.420096e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51521 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160047 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360727 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29904 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8982 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58094 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58341 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28574 members 
Mstep: Class 45 contains 16079 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 162870.312500
Iteration 232Q: 48 clusters Score -1.420096e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51522 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160047 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360730 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29906 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8984 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58094 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58336 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28573 members 
Mstep: Class 45 contains 16079 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009600.000000 Penalty: 162870.312500
Iteration 233Q: 48 clusters Score -1.420096e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160048 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360729 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29907 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58094 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58327 members 
Mstep: Class 40 contains 2729 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28575 members 
Mstep: Class 45 contains 16079 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009648.000000 Penalty: 162870.312500
Iteration 234Q: 48 clusters Score -1.420096e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160047 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360737 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29908 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58095 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17226 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58317 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28576 members 
Mstep: Class 45 contains 16079 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009680.000000 Penalty: 162870.312500
Iteration 235Q: 48 clusters Score -1.420097e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160047 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360737 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58095 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58313 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28577 members 
Mstep: Class 45 contains 16080 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009680.000000 Penalty: 162870.312500
Iteration 236Q: 48 clusters Score -1.420097e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160047 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360739 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58095 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29357 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14915 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58310 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28578 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 162870.312500
Iteration 237Q: 48 clusters Score -1.420097e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20897 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160044 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360738 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58308 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28581 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 162870.312500
Iteration 238Q: 48 clusters Score -1.420097e+08 nChanged 9
Entering ConstructFrom: 
Score: -142009696.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (37710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Entering Unmasked Estep 
Score: -4653893.500000 Penalty: 2613.344727
	Iteration 0F: 2 clusters Score -4653894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4628265.000000 Penalty: 5226.689453
	Iteration 0F: 3 clusters Score -4628265 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4637723.500000 Penalty: 5226.689453
	Iteration 1F: 3 clusters Score -4637724 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4638467.000000 Penalty: 5226.689453
	Iteration 2Q: 3 clusters Score -4638467 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4639326.000000 Penalty: 5226.689453
	Iteration 3Q: 3 clusters Score -4639326 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4640488.500000 Penalty: 5226.689453
	Iteration 4F: 3 clusters Score -4640488 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4642009.000000 Penalty: 5226.689453
	Iteration 5F: 3 clusters Score -4642009 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4643945.000000 Penalty: 5226.689453
	Iteration 6F: 3 clusters Score -4643945 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4646092.500000 Penalty: 5226.689453
	Iteration 7F: 3 clusters Score -4646092 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4647944.500000 Penalty: 5226.689453
	Iteration 8F: 3 clusters Score -4647944 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4649458.500000 Penalty: 5226.689453
	Iteration 9Q: 3 clusters Score -4649458 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4650443.500000 Penalty: 5226.689453
	Iteration 10Q: 3 clusters Score -4650444 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4651014.000000 Penalty: 5226.689453
	Iteration 11Q: 3 clusters Score -4651014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4651316.000000 Penalty: 5226.689453
	Iteration 12Q: 3 clusters Score -4651316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4651501.000000 Penalty: 5226.689453
	Iteration 13Q: 3 clusters Score -4651501 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4651581.500000 Penalty: 5226.689453
	Iteration 14Q: 3 clusters Score -4651582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -4651632.500000 Penalty: 5226.689453
	Iteration 15Q: 3 clusters Score -4651632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4651670.500000 Penalty: 5226.689453
	Iteration 16Q: 3 clusters Score -4651670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4651693.000000 Penalty: 5226.689453
	Iteration 17Q: 3 clusters Score -4651693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -4651711.500000 Penalty: 5226.689453
	Iteration 18Q: 3 clusters Score -4651712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4651715.000000 Penalty: 5226.689453
	Iteration 19Q: 3 clusters Score -4651715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4651725.000000 Penalty: 5226.689453
	Iteration 20F: 3 clusters Score -4651725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -4651730.500000 Penalty: 5226.689453
	Iteration 21Q: 3 clusters Score -4651730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4651727.500000 Penalty: 5226.689453
	Iteration 22Q: 3 clusters Score -4651728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4651731.000000 Penalty: 5226.689453
	Iteration 23Q: 3 clusters Score -4651731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4651736.500000 Penalty: 5226.689453
	Iteration 24Q: 3 clusters Score -4651736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4651741.000000 Penalty: 5226.689453
	Iteration 25Q: 3 clusters Score -4651741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4651736.500000 Penalty: 5226.689453
	Iteration 26Q: 3 clusters Score -4651736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4651739.500000 Penalty: 5226.689453
	Iteration 27Q: 3 clusters Score -4651740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4651739.500000 Penalty: 5226.689453
	Iteration 28F: 3 clusters Score -4651740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Entering Unmasked Estep 
Score: -1712162.000000 Penalty: 2383.010986
	Iteration 0F: 2 clusters Score -1712162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1701501.000000 Penalty: 4766.021973
	Iteration 0F: 3 clusters Score -1701501 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1704924.375000 Penalty: 4766.021973
	Iteration 1F: 3 clusters Score -1704924 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1705400.250000 Penalty: 4766.021973
	Iteration 2F: 3 clusters Score -1705400 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1705832.625000 Penalty: 4766.021973
	Iteration 3F: 3 clusters Score -1705833 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1706289.000000 Penalty: 4766.021973
	Iteration 4F: 3 clusters Score -1706289 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1706779.375000 Penalty: 4766.021973
	Iteration 5F: 3 clusters Score -1706779 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1707298.000000 Penalty: 4766.021973
	Iteration 6F: 3 clusters Score -1707298 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1707807.125000 Penalty: 4766.021973
	Iteration 7F: 3 clusters Score -1707807 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1708326.375000 Penalty: 4766.021973
	Iteration 8Q: 3 clusters Score -1708326 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1708820.125000 Penalty: 4766.021973
	Iteration 9Q: 3 clusters Score -1708820 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1709264.000000 Penalty: 4766.021973
	Iteration 10Q: 3 clusters Score -1709264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1709566.500000 Penalty: 4766.021973
	Iteration 11Q: 3 clusters Score -1709566 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1709784.750000 Penalty: 4766.021973
	Iteration 12Q: 3 clusters Score -1709785 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1709928.125000 Penalty: 4766.021973
	Iteration 13Q: 3 clusters Score -1709928 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1710034.500000 Penalty: 4766.021973
	Iteration 14Q: 3 clusters Score -1710034 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1710123.000000 Penalty: 4766.021973
	Iteration 15Q: 3 clusters Score -1710123 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1710190.875000 Penalty: 4766.021973
	Iteration 16Q: 3 clusters Score -1710191 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1710241.375000 Penalty: 4766.021973
	Iteration 17Q: 3 clusters Score -1710241 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1710303.625000 Penalty: 4766.021973
	Iteration 18Q: 3 clusters Score -1710304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1710347.000000 Penalty: 4766.021973
	Iteration 19Q: 3 clusters Score -1710347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1710383.875000 Penalty: 4766.021973
	Iteration 20F: 3 clusters Score -1710384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1710408.875000 Penalty: 4766.021973
	Iteration 21Q: 3 clusters Score -1710409 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1710439.000000 Penalty: 4766.021973
	Iteration 22Q: 3 clusters Score -1710439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1710463.875000 Penalty: 4766.021973
	Iteration 23Q: 3 clusters Score -1710464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1710480.125000 Penalty: 4766.021973
	Iteration 24Q: 3 clusters Score -1710480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1710487.625000 Penalty: 4766.021973
	Iteration 25Q: 3 clusters Score -1710488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1710489.125000 Penalty: 4766.021973
	Iteration 26Q: 3 clusters Score -1710489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1710490.875000 Penalty: 4766.021973
	Iteration 27Q: 3 clusters Score -1710491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1710499.000000 Penalty: 4766.021973
	Iteration 28Q: 3 clusters Score -1710499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1710505.750000 Penalty: 4766.021973
	Iteration 29Q: 3 clusters Score -1710506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1710510.125000 Penalty: 4766.021973
	Iteration 30Q: 3 clusters Score -1710510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1710514.625000 Penalty: 4766.021973
	Iteration 31Q: 3 clusters Score -1710515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1710518.625000 Penalty: 4766.021973
	Iteration 32Q: 3 clusters Score -1710519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1710520.625000 Penalty: 4766.021973
	Iteration 33Q: 3 clusters Score -1710521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1710525.500000 Penalty: 4766.021973
	Iteration 34Q: 3 clusters Score -1710526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1710527.500000 Penalty: 4766.021973
	Iteration 35Q: 3 clusters Score -1710528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1710531.125000 Penalty: 4766.021973
	Iteration 36Q: 3 clusters Score -1710531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1710531.250000 Penalty: 4766.021973
	Iteration 37Q: 3 clusters Score -1710531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1710541.750000 Penalty: 4766.021973
	Iteration 38Q: 3 clusters Score -1710542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1710541.125000 Penalty: 4766.021973
	Iteration 39Q: 3 clusters Score -1710541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1710540.375000 Penalty: 4766.021973
	Iteration 40F: 3 clusters Score -1710540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1710543.250000 Penalty: 4766.021973
	Iteration 41Q: 3 clusters Score -1710543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1710544.500000 Penalty: 4766.021973
	Iteration 42Q: 3 clusters Score -1710544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1710540.625000 Penalty: 4766.021973
	Iteration 43Q: 3 clusters Score -1710541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1710546.750000 Penalty: 4766.021973
	Iteration 44Q: 3 clusters Score -1710547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1710543.500000 Penalty: 4766.021973
	Iteration 45Q: 3 clusters Score -1710544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1710548.250000 Penalty: 4766.021973
	Iteration 46Q: 3 clusters Score -1710548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1710548.625000 Penalty: 4766.021973
	Iteration 47Q: 3 clusters Score -1710549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1710551.625000 Penalty: 4766.021973
	Iteration 48Q: 3 clusters Score -1710552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1710548.500000 Penalty: 4766.021973
	Iteration 49Q: 3 clusters Score -1710548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1710552.875000 Penalty: 4766.021973
	Iteration 50Q: 3 clusters Score -1710553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1710552.750000 Penalty: 4766.021973
	Iteration 51Q: 3 clusters Score -1710553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1710552.000000 Penalty: 4766.021973
	Iteration 52Q: 3 clusters Score -1710552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1710552.625000 Penalty: 4766.021973
	Iteration 53Q: 3 clusters Score -1710553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1710552.875000 Penalty: 4766.021973
	Iteration 54Q: 3 clusters Score -1710553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1710555.125000 Penalty: 4766.021973
	Iteration 55Q: 3 clusters Score -1710555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1710555.125000 Penalty: 4766.021973
	Iteration 56F: 3 clusters Score -1710555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Entering Unmasked Estep 
Score: -2501072.000000 Penalty: 2466.957275
	Iteration 0F: 2 clusters Score -2501072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2486307.250000 Penalty: 4933.914551
	Iteration 0F: 3 clusters Score -2486307 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2491382.500000 Penalty: 4933.914551
	Iteration 1F: 3 clusters Score -2491382 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2491815.750000 Penalty: 4933.914551
	Iteration 2F: 3 clusters Score -2491816 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2492142.250000 Penalty: 4933.914551
	Iteration 3Q: 3 clusters Score -2492142 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2492413.250000 Penalty: 4933.914551
	Iteration 4Q: 3 clusters Score -2492413 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2492659.250000 Penalty: 4933.914551
	Iteration 5Q: 3 clusters Score -2492659 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2492881.500000 Penalty: 4933.914551
	Iteration 6Q: 3 clusters Score -2492882 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2493122.500000 Penalty: 4933.914551
	Iteration 7Q: 3 clusters Score -2493122 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2493349.250000 Penalty: 4933.914551
	Iteration 8Q: 3 clusters Score -2493349 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2493639.250000 Penalty: 4933.914551
	Iteration 9Q: 3 clusters Score -2493639 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2493970.250000 Penalty: 4933.914551
	Iteration 10Q: 3 clusters Score -2493970 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2494323.750000 Penalty: 4933.914551
	Iteration 11Q: 3 clusters Score -2494324 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2494758.000000 Penalty: 4933.914551
	Iteration 12Q: 3 clusters Score -2494758 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2495224.250000 Penalty: 4933.914551
	Iteration 13Q: 3 clusters Score -2495224 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2495679.500000 Penalty: 4933.914551
	Iteration 14Q: 3 clusters Score -2495680 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2496062.750000 Penalty: 4933.914551
	Iteration 15Q: 3 clusters Score -2496063 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2496392.000000 Penalty: 4933.914551
	Iteration 16Q: 3 clusters Score -2496392 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2496643.250000 Penalty: 4933.914551
	Iteration 17Q: 3 clusters Score -2496643 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2496813.000000 Penalty: 4933.914551
	Iteration 18Q: 3 clusters Score -2496813 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2496964.000000 Penalty: 4933.914551
	Iteration 19Q: 3 clusters Score -2496964 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2497069.750000 Penalty: 4933.914551
	Iteration 20F: 3 clusters Score -2497070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2497194.750000 Penalty: 4933.914551
	Iteration 21Q: 3 clusters Score -2497195 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2497277.250000 Penalty: 4933.914551
	Iteration 22Q: 3 clusters Score -2497277 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2497355.250000 Penalty: 4933.914551
	Iteration 23Q: 3 clusters Score -2497355 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2497420.000000 Penalty: 4933.914551
	Iteration 24Q: 3 clusters Score -2497420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2497491.500000 Penalty: 4933.914551
	Iteration 25Q: 3 clusters Score -2497492 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2497555.750000 Penalty: 4933.914551
	Iteration 26Q: 3 clusters Score -2497556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2497606.750000 Penalty: 4933.914551
	Iteration 27Q: 3 clusters Score -2497607 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2497662.750000 Penalty: 4933.914551
	Iteration 28Q: 3 clusters Score -2497663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2497724.250000 Penalty: 4933.914551
	Iteration 29Q: 3 clusters Score -2497724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2497770.500000 Penalty: 4933.914551
	Iteration 30Q: 3 clusters Score -2497770 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2497824.500000 Penalty: 4933.914551
	Iteration 31Q: 3 clusters Score -2497824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2497882.500000 Penalty: 4933.914551
	Iteration 32Q: 3 clusters Score -2497882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2497961.500000 Penalty: 4933.914551
	Iteration 33Q: 3 clusters Score -2497962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2498065.750000 Penalty: 4933.914551
	Iteration 34Q: 3 clusters Score -2498066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2498156.750000 Penalty: 4933.914551
	Iteration 35Q: 3 clusters Score -2498157 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2498238.500000 Penalty: 4933.914551
	Iteration 36Q: 3 clusters Score -2498238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2498322.750000 Penalty: 4933.914551
	Iteration 37Q: 3 clusters Score -2498323 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2498388.750000 Penalty: 4933.914551
	Iteration 38Q: 3 clusters Score -2498389 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2498447.500000 Penalty: 4933.914551
	Iteration 39Q: 3 clusters Score -2498448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2498509.250000 Penalty: 4933.914551
	Iteration 40F: 3 clusters Score -2498509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2498572.500000 Penalty: 4933.914551
	Iteration 41Q: 3 clusters Score -2498572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2498624.750000 Penalty: 4933.914551
	Iteration 42Q: 3 clusters Score -2498625 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2498665.750000 Penalty: 4933.914551
	Iteration 43Q: 3 clusters Score -2498666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2498711.750000 Penalty: 4933.914551
	Iteration 44Q: 3 clusters Score -2498712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2498757.250000 Penalty: 4933.914551
	Iteration 45Q: 3 clusters Score -2498757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2498797.250000 Penalty: 4933.914551
	Iteration 46Q: 3 clusters Score -2498797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2498827.250000 Penalty: 4933.914551
	Iteration 47Q: 3 clusters Score -2498827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2498857.000000 Penalty: 4933.914551
	Iteration 48Q: 3 clusters Score -2498857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2498871.000000 Penalty: 4933.914551
	Iteration 49Q: 3 clusters Score -2498871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2498884.000000 Penalty: 4933.914551
	Iteration 50Q: 3 clusters Score -2498884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2498900.250000 Penalty: 4933.914551
	Iteration 51Q: 3 clusters Score -2498900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2498911.250000 Penalty: 4933.914551
	Iteration 52Q: 3 clusters Score -2498911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2498925.750000 Penalty: 4933.914551
	Iteration 53Q: 3 clusters Score -2498926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2498936.250000 Penalty: 4933.914551
	Iteration 54Q: 3 clusters Score -2498936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2498954.500000 Penalty: 4933.914551
	Iteration 55Q: 3 clusters Score -2498954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2498982.500000 Penalty: 4933.914551
	Iteration 56Q: 3 clusters Score -2498982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2498988.250000 Penalty: 4933.914551
	Iteration 57Q: 3 clusters Score -2498988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2498999.750000 Penalty: 4933.914551
	Iteration 58Q: 3 clusters Score -2499000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2499015.500000 Penalty: 4933.914551
	Iteration 59Q: 3 clusters Score -2499016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2499026.500000 Penalty: 4933.914551
	Iteration 60F: 3 clusters Score -2499026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2499033.500000 Penalty: 4933.914551
	Iteration 61Q: 3 clusters Score -2499034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2499034.000000 Penalty: 4933.914551
	Iteration 62Q: 3 clusters Score -2499034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2499044.500000 Penalty: 4933.914551
	Iteration 63Q: 3 clusters Score -2499044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2499053.750000 Penalty: 4933.914551
	Iteration 64Q: 3 clusters Score -2499054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2499064.000000 Penalty: 4933.914551
	Iteration 65Q: 3 clusters Score -2499064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2499070.250000 Penalty: 4933.914551
	Iteration 66Q: 3 clusters Score -2499070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2499085.000000 Penalty: 4933.914551
	Iteration 67Q: 3 clusters Score -2499085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2499084.750000 Penalty: 4933.914551
	Iteration 68Q: 3 clusters Score -2499085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2499093.750000 Penalty: 4933.914551
	Iteration 69Q: 3 clusters Score -2499094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2499096.750000 Penalty: 4933.914551
	Iteration 70Q: 3 clusters Score -2499097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2499104.000000 Penalty: 4933.914551
	Iteration 71Q: 3 clusters Score -2499104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2499110.750000 Penalty: 4933.914551
	Iteration 72Q: 3 clusters Score -2499111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2499115.500000 Penalty: 4933.914551
	Iteration 73Q: 3 clusters Score -2499116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2499115.250000 Penalty: 4933.914551
	Iteration 74Q: 3 clusters Score -2499115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2499115.750000 Penalty: 4933.914551
	Iteration 75Q: 3 clusters Score -2499116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2499118.250000 Penalty: 4933.914551
	Iteration 76Q: 3 clusters Score -2499118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2499117.000000 Penalty: 4933.914551
	Iteration 77Q: 3 clusters Score -2499117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2499122.750000 Penalty: 4933.914551
	Iteration 78Q: 3 clusters Score -2499123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2499118.250000 Penalty: 4933.914551
	Iteration 79Q: 3 clusters Score -2499118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2499118.500000 Penalty: 4933.914551
	Iteration 80F: 3 clusters Score -2499118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2499121.000000 Penalty: 4933.914551
	Iteration 81Q: 3 clusters Score -2499121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2499121.500000 Penalty: 4933.914551
	Iteration 82Q: 3 clusters Score -2499122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2499121.750000 Penalty: 4933.914551
	Iteration 83Q: 3 clusters Score -2499122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2499122.750000 Penalty: 4933.914551
	Iteration 84Q: 3 clusters Score -2499123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2499124.750000 Penalty: 4933.914551
	Iteration 85Q: 3 clusters Score -2499125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2499124.750000 Penalty: 4933.914551
	Iteration 86F: 3 clusters Score -2499125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -163904.593750 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -163904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161724.906250 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -161724.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162151.250000 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -162151.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162277.062500 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -162277.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162335.796875 Penalty: 3600.870361
	Iteration 3Q: 3 clusters Score -162335.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162355.968750 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -162356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162373.500000 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -162373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162383.453125 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -162383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162387.453125 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -162387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162391.046875 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -162391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162391.281250 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -162391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162394.000000 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -162394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162394.468750 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -162394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162394.468750 Penalty: 3600.870361
	Iteration 12F: 3 clusters Score -162394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Entering Unmasked Estep 
Score: -1310691.750000 Penalty: 2300.758301
	Iteration 0F: 2 clusters Score -1310692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1302603.375000 Penalty: 4601.516602
	Iteration 0F: 3 clusters Score -1302603 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1305215.000000 Penalty: 4601.516602
	Iteration 1F: 3 clusters Score -1305215 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1305775.375000 Penalty: 4601.516602
	Iteration 2F: 3 clusters Score -1305775 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1306258.875000 Penalty: 4601.516602
	Iteration 3F: 3 clusters Score -1306259 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1306622.125000 Penalty: 4601.516602
	Iteration 4F: 3 clusters Score -1306622 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1306904.250000 Penalty: 4601.516602
	Iteration 5Q: 3 clusters Score -1306904 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1307128.000000 Penalty: 4601.516602
	Iteration 6Q: 3 clusters Score -1307128 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1307349.875000 Penalty: 4601.516602
	Iteration 7Q: 3 clusters Score -1307350 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1307548.125000 Penalty: 4601.516602
	Iteration 8Q: 3 clusters Score -1307548 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1307744.625000 Penalty: 4601.516602
	Iteration 9Q: 3 clusters Score -1307745 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1307956.375000 Penalty: 4601.516602
	Iteration 10Q: 3 clusters Score -1307956 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1308157.375000 Penalty: 4601.516602
	Iteration 11Q: 3 clusters Score -1308157 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1308326.125000 Penalty: 4601.516602
	Iteration 12Q: 3 clusters Score -1308326 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1308470.250000 Penalty: 4601.516602
	Iteration 13Q: 3 clusters Score -1308470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1308576.375000 Penalty: 4601.516602
	Iteration 14Q: 3 clusters Score -1308576 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1308653.375000 Penalty: 4601.516602
	Iteration 15Q: 3 clusters Score -1308653 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1308729.250000 Penalty: 4601.516602
	Iteration 16Q: 3 clusters Score -1308729 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1308801.250000 Penalty: 4601.516602
	Iteration 17Q: 3 clusters Score -1308801 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1308861.125000 Penalty: 4601.516602
	Iteration 18Q: 3 clusters Score -1308861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1308910.375000 Penalty: 4601.516602
	Iteration 19Q: 3 clusters Score -1308910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1308961.500000 Penalty: 4601.516602
	Iteration 20F: 3 clusters Score -1308962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1309010.750000 Penalty: 4601.516602
	Iteration 21Q: 3 clusters Score -1309011 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1309053.500000 Penalty: 4601.516602
	Iteration 22Q: 3 clusters Score -1309054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1309097.125000 Penalty: 4601.516602
	Iteration 23Q: 3 clusters Score -1309097 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1309139.125000 Penalty: 4601.516602
	Iteration 24Q: 3 clusters Score -1309139 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1309184.625000 Penalty: 4601.516602
	Iteration 25Q: 3 clusters Score -1309185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1309226.250000 Penalty: 4601.516602
	Iteration 26Q: 3 clusters Score -1309226 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1309271.375000 Penalty: 4601.516602
	Iteration 27Q: 3 clusters Score -1309271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1309306.125000 Penalty: 4601.516602
	Iteration 28Q: 3 clusters Score -1309306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1309344.625000 Penalty: 4601.516602
	Iteration 29Q: 3 clusters Score -1309345 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1309378.750000 Penalty: 4601.516602
	Iteration 30Q: 3 clusters Score -1309379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1309424.750000 Penalty: 4601.516602
	Iteration 31Q: 3 clusters Score -1309425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1309463.375000 Penalty: 4601.516602
	Iteration 32Q: 3 clusters Score -1309463 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1309497.625000 Penalty: 4601.516602
	Iteration 33Q: 3 clusters Score -1309498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1309530.000000 Penalty: 4601.516602
	Iteration 34Q: 3 clusters Score -1309530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1309568.250000 Penalty: 4601.516602
	Iteration 35Q: 3 clusters Score -1309568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1309605.625000 Penalty: 4601.516602
	Iteration 36Q: 3 clusters Score -1309606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1309637.875000 Penalty: 4601.516602
	Iteration 37Q: 3 clusters Score -1309638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1309668.500000 Penalty: 4601.516602
	Iteration 38Q: 3 clusters Score -1309668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1309709.625000 Penalty: 4601.516602
	Iteration 39Q: 3 clusters Score -1309710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1309755.375000 Penalty: 4601.516602
	Iteration 40F: 3 clusters Score -1309755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1309788.625000 Penalty: 4601.516602
	Iteration 41Q: 3 clusters Score -1309789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1309813.375000 Penalty: 4601.516602
	Iteration 42Q: 3 clusters Score -1309813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1309838.500000 Penalty: 4601.516602
	Iteration 43Q: 3 clusters Score -1309838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1309853.375000 Penalty: 4601.516602
	Iteration 44Q: 3 clusters Score -1309853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1309872.625000 Penalty: 4601.516602
	Iteration 45Q: 3 clusters Score -1309873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1309881.375000 Penalty: 4601.516602
	Iteration 46Q: 3 clusters Score -1309881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1309892.250000 Penalty: 4601.516602
	Iteration 47Q: 3 clusters Score -1309892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1309902.500000 Penalty: 4601.516602
	Iteration 48Q: 3 clusters Score -1309902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1309909.000000 Penalty: 4601.516602
	Iteration 49Q: 3 clusters Score -1309909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1309913.375000 Penalty: 4601.516602
	Iteration 50Q: 3 clusters Score -1309913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1309915.625000 Penalty: 4601.516602
	Iteration 51Q: 3 clusters Score -1309916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1309918.250000 Penalty: 4601.516602
	Iteration 52Q: 3 clusters Score -1309918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1309925.875000 Penalty: 4601.516602
	Iteration 53Q: 3 clusters Score -1309926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1309924.625000 Penalty: 4601.516602
	Iteration 54Q: 3 clusters Score -1309925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1309926.250000 Penalty: 4601.516602
	Iteration 55Q: 3 clusters Score -1309926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1309930.250000 Penalty: 4601.516602
	Iteration 56Q: 3 clusters Score -1309930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1309933.000000 Penalty: 4601.516602
	Iteration 57Q: 3 clusters Score -1309933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1309932.625000 Penalty: 4601.516602
	Iteration 58Q: 3 clusters Score -1309933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1309936.000000 Penalty: 4601.516602
	Iteration 59Q: 3 clusters Score -1309936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1309936.000000 Penalty: 4601.516602
	Iteration 60F: 3 clusters Score -1309936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1309935.375000 Penalty: 4601.516602
	Iteration 61Q: 3 clusters Score -1309935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1309939.125000 Penalty: 4601.516602
	Iteration 62Q: 3 clusters Score -1309939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1309939.625000 Penalty: 4601.516602
	Iteration 63Q: 3 clusters Score -1309940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1309942.625000 Penalty: 4601.516602
	Iteration 64Q: 3 clusters Score -1309943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1309947.125000 Penalty: 4601.516602
	Iteration 65Q: 3 clusters Score -1309947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1309946.875000 Penalty: 4601.516602
	Iteration 66Q: 3 clusters Score -1309947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1309949.750000 Penalty: 4601.516602
	Iteration 67Q: 3 clusters Score -1309950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1309952.750000 Penalty: 4601.516602
	Iteration 68Q: 3 clusters Score -1309953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1309953.875000 Penalty: 4601.516602
	Iteration 69Q: 3 clusters Score -1309954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1309957.000000 Penalty: 4601.516602
	Iteration 70Q: 3 clusters Score -1309957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1309960.250000 Penalty: 4601.516602
	Iteration 71Q: 3 clusters Score -1309960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1309961.375000 Penalty: 4601.516602
	Iteration 72Q: 3 clusters Score -1309961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1309961.875000 Penalty: 4601.516602
	Iteration 73Q: 3 clusters Score -1309962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1309963.875000 Penalty: 4601.516602
	Iteration 74Q: 3 clusters Score -1309964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1309962.750000 Penalty: 4601.516602
	Iteration 75Q: 3 clusters Score -1309963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1309962.125000 Penalty: 4601.516602
	Iteration 76Q: 3 clusters Score -1309962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1309962.125000 Penalty: 4601.516602
	Iteration 77F: 3 clusters Score -1309962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -23730.435547 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -23730.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22603.898438 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -22603.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22840.953125 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -22840.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22934.455078 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -22934.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23126.337891 Penalty: 2813.968262
	Iteration 3F: 3 clusters Score -23126.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23285.431641 Penalty: 2813.968262
	Iteration 4F: 3 clusters Score -23285.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23611.968750 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -23611.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23645.839844 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -23645.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23660.861328 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -23660.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23672.964844 Penalty: 2813.968262
	Iteration 8F: 3 clusters Score -23672.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23813.703125 Penalty: 2813.968262
	Iteration 9Q: 3 clusters Score -23813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23821.273438 Penalty: 2813.968262
	Iteration 10Q: 3 clusters Score -23821.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23826.357422 Penalty: 2813.968262
	Iteration 11Q: 3 clusters Score -23826.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23829.062500 Penalty: 2813.968262
	Iteration 12Q: 3 clusters Score -23829.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23829.062500 Penalty: 2813.968262
	Iteration 13F: 3 clusters Score -23829.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 81 members 
Entering Unmasked Estep 
Score: -142007600.000000 Penalty: 166335.640625
Splitting cluster 6 changes total score from -142009696.000000 to -142007600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (51523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Entering Unmasked Estep 
Score: -6530128.000000 Penalty: 2690.746338
	Iteration 0F: 2 clusters Score -6530128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6495168.000000 Penalty: 5381.492676
	Iteration 0F: 3 clusters Score -6495168 nChanged 24058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6508649.000000 Penalty: 5381.492676
	Iteration 1F: 3 clusters Score -6508649 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6509254.000000 Penalty: 5381.492676
	Iteration 2Q: 3 clusters Score -6509254 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6510079.000000 Penalty: 5381.492676
	Iteration 3Q: 3 clusters Score -6510079 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6511207.000000 Penalty: 5381.492676
	Iteration 4Q: 3 clusters Score -6511207 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -6513218.500000 Penalty: 5381.492676
	Iteration 5F: 3 clusters Score -6513218 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -6516469.000000 Penalty: 5381.492676
	Iteration 6F: 3 clusters Score -6516469 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6520460.000000 Penalty: 5381.492676
	Iteration 7F: 3 clusters Score -6520460 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -6524056.500000 Penalty: 5381.492676
	Iteration 8F: 3 clusters Score -6524056 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6526178.500000 Penalty: 5381.492676
	Iteration 9Q: 3 clusters Score -6526178 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6527074.000000 Penalty: 5381.492676
	Iteration 10Q: 3 clusters Score -6527074 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6527450.000000 Penalty: 5381.492676
	Iteration 11Q: 3 clusters Score -6527450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6527607.000000 Penalty: 5381.492676
	Iteration 12Q: 3 clusters Score -6527607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6527694.500000 Penalty: 5381.492676
	Iteration 13Q: 3 clusters Score -6527694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6527751.000000 Penalty: 5381.492676
	Iteration 14Q: 3 clusters Score -6527751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6527760.000000 Penalty: 5381.492676
	Iteration 15Q: 3 clusters Score -6527760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6527775.000000 Penalty: 5381.492676
	Iteration 16Q: 3 clusters Score -6527775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6527781.000000 Penalty: 5381.492676
	Iteration 17Q: 3 clusters Score -6527781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6527784.000000 Penalty: 5381.492676
	Iteration 18Q: 3 clusters Score -6527784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6527795.000000 Penalty: 5381.492676
	Iteration 19Q: 3 clusters Score -6527795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6527794.500000 Penalty: 5381.492676
	Iteration 20F: 3 clusters Score -6527794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6527804.000000 Penalty: 5381.492676
	Iteration 21Q: 3 clusters Score -6527804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6527809.500000 Penalty: 5381.492676
	Iteration 22Q: 3 clusters Score -6527810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6527812.000000 Penalty: 5381.492676
	Iteration 23Q: 3 clusters Score -6527812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5381.492676
	Iteration 24Q: 3 clusters Score -6527815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5381.492676
	Iteration 25F: 3 clusters Score -6527815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Entering Unmasked Estep 
Score: -6967038.000000 Penalty: 2713.597412
	Iteration 0F: 2 clusters Score -6967038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -6928927.500000 Penalty: 5427.194824
	Iteration 0F: 3 clusters Score -6928928 nChanged 26384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -6943589.000000 Penalty: 5427.194824
	Iteration 1F: 3 clusters Score -6943589 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6944085.000000 Penalty: 5427.194824
	Iteration 2Q: 3 clusters Score -6944085 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -6944540.000000 Penalty: 5427.194824
	Iteration 3Q: 3 clusters Score -6944540 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -6945108.000000 Penalty: 5427.194824
	Iteration 4Q: 3 clusters Score -6945108 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -6945740.000000 Penalty: 5427.194824
	Iteration 5Q: 3 clusters Score -6945740 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -6946451.000000 Penalty: 5427.194824
	Iteration 6Q: 3 clusters Score -6946451 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -6947123.500000 Penalty: 5427.194824
	Iteration 7Q: 3 clusters Score -6947124 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6948013.000000 Penalty: 5427.194824
	Iteration 8Q: 3 clusters Score -6948013 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -6949118.000000 Penalty: 5427.194824
	Iteration 9Q: 3 clusters Score -6949118 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6950409.500000 Penalty: 5427.194824
	Iteration 10Q: 3 clusters Score -6950410 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -6951856.500000 Penalty: 5427.194824
	Iteration 11Q: 3 clusters Score -6951856 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -6953141.000000 Penalty: 5427.194824
	Iteration 12Q: 3 clusters Score -6953141 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -6954118.500000 Penalty: 5427.194824
	Iteration 13Q: 3 clusters Score -6954118 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6954681.000000 Penalty: 5427.194824
	Iteration 14Q: 3 clusters Score -6954681 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -6955139.000000 Penalty: 5427.194824
	Iteration 15Q: 3 clusters Score -6955139 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -6955428.000000 Penalty: 5427.194824
	Iteration 16Q: 3 clusters Score -6955428 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -6955681.500000 Penalty: 5427.194824
	Iteration 17Q: 3 clusters Score -6955682 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -6955904.500000 Penalty: 5427.194824
	Iteration 18Q: 3 clusters Score -6955904 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -6956095.500000 Penalty: 5427.194824
	Iteration 19Q: 3 clusters Score -6956096 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -6956242.000000 Penalty: 5427.194824
	Iteration 20F: 3 clusters Score -6956242 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6956367.500000 Penalty: 5427.194824
	Iteration 21Q: 3 clusters Score -6956368 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -6956523.000000 Penalty: 5427.194824
	Iteration 22Q: 3 clusters Score -6956523 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -6956648.500000 Penalty: 5427.194824
	Iteration 23Q: 3 clusters Score -6956648 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -6956768.000000 Penalty: 5427.194824
	Iteration 24Q: 3 clusters Score -6956768 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6956827.500000 Penalty: 5427.194824
	Iteration 25Q: 3 clusters Score -6956828 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -6956978.000000 Penalty: 5427.194824
	Iteration 26Q: 3 clusters Score -6956978 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6957097.500000 Penalty: 5427.194824
	Iteration 27Q: 3 clusters Score -6957098 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6957170.000000 Penalty: 5427.194824
	Iteration 28Q: 3 clusters Score -6957170 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6957249.500000 Penalty: 5427.194824
	Iteration 29Q: 3 clusters Score -6957250 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6957322.500000 Penalty: 5427.194824
	Iteration 30Q: 3 clusters Score -6957322 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6957356.000000 Penalty: 5427.194824
	Iteration 31Q: 3 clusters Score -6957356 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -6957407.500000 Penalty: 5427.194824
	Iteration 32Q: 3 clusters Score -6957408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -6957527.000000 Penalty: 5427.194824
	Iteration 33Q: 3 clusters Score -6957527 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -6957603.500000 Penalty: 5427.194824
	Iteration 34Q: 3 clusters Score -6957604 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6957669.500000 Penalty: 5427.194824
	Iteration 35Q: 3 clusters Score -6957670 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -6957772.500000 Penalty: 5427.194824
	Iteration 36Q: 3 clusters Score -6957772 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -6957865.500000 Penalty: 5427.194824
	Iteration 37Q: 3 clusters Score -6957866 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6957997.000000 Penalty: 5427.194824
	Iteration 38Q: 3 clusters Score -6957997 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -6958143.500000 Penalty: 5427.194824
	Iteration 39Q: 3 clusters Score -6958144 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -6958322.500000 Penalty: 5427.194824
	Iteration 40F: 3 clusters Score -6958322 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -6958480.500000 Penalty: 5427.194824
	Iteration 41Q: 3 clusters Score -6958480 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -6958697.000000 Penalty: 5427.194824
	Iteration 42Q: 3 clusters Score -6958697 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -6958894.500000 Penalty: 5427.194824
	Iteration 43Q: 3 clusters Score -6958894 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -6959140.500000 Penalty: 5427.194824
	Iteration 44Q: 3 clusters Score -6959140 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6959432.000000 Penalty: 5427.194824
	Iteration 45Q: 3 clusters Score -6959432 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6959711.500000 Penalty: 5427.194824
	Iteration 46Q: 3 clusters Score -6959712 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -6959980.500000 Penalty: 5427.194824
	Iteration 47Q: 3 clusters Score -6959980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -6960316.000000 Penalty: 5427.194824
	Iteration 48Q: 3 clusters Score -6960316 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -6960593.500000 Penalty: 5427.194824
	Iteration 49Q: 3 clusters Score -6960594 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6960984.500000 Penalty: 5427.194824
	Iteration 50Q: 3 clusters Score -6960984 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -6961406.500000 Penalty: 5427.194824
	Iteration 51Q: 3 clusters Score -6961406 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -6961816.000000 Penalty: 5427.194824
	Iteration 52Q: 3 clusters Score -6961816 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -6962300.000000 Penalty: 5427.194824
	Iteration 53Q: 3 clusters Score -6962300 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6962756.500000 Penalty: 5427.194824
	Iteration 54Q: 3 clusters Score -6962756 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -6963207.000000 Penalty: 5427.194824
	Iteration 55Q: 3 clusters Score -6963207 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -6963621.000000 Penalty: 5427.194824
	Iteration 56Q: 3 clusters Score -6963621 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6963970.500000 Penalty: 5427.194824
	Iteration 57Q: 3 clusters Score -6963970 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6964249.000000 Penalty: 5427.194824
	Iteration 58Q: 3 clusters Score -6964249 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -6964479.500000 Penalty: 5427.194824
	Iteration 59Q: 3 clusters Score -6964480 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6964628.500000 Penalty: 5427.194824
	Iteration 60F: 3 clusters Score -6964628 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -6964733.500000 Penalty: 5427.194824
	Iteration 61Q: 3 clusters Score -6964734 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -6964849.500000 Penalty: 5427.194824
	Iteration 62Q: 3 clusters Score -6964850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6964921.500000 Penalty: 5427.194824
	Iteration 63Q: 3 clusters Score -6964922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -6964954.000000 Penalty: 5427.194824
	Iteration 64Q: 3 clusters Score -6964954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6965001.000000 Penalty: 5427.194824
	Iteration 65Q: 3 clusters Score -6965001 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6965025.500000 Penalty: 5427.194824
	Iteration 66Q: 3 clusters Score -6965026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6965049.500000 Penalty: 5427.194824
	Iteration 67Q: 3 clusters Score -6965050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6965092.000000 Penalty: 5427.194824
	Iteration 68Q: 3 clusters Score -6965092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6965076.500000 Penalty: 5427.194824
	Iteration 69Q: 3 clusters Score -6965076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6965099.000000 Penalty: 5427.194824
	Iteration 70Q: 3 clusters Score -6965099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6965112.000000 Penalty: 5427.194824
	Iteration 71Q: 3 clusters Score -6965112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6965112.000000 Penalty: 5427.194824
	Iteration 72Q: 3 clusters Score -6965112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6965119.500000 Penalty: 5427.194824
	Iteration 73Q: 3 clusters Score -6965120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6965133.500000 Penalty: 5427.194824
	Iteration 74Q: 3 clusters Score -6965134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6965142.500000 Penalty: 5427.194824
	Iteration 75Q: 3 clusters Score -6965142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6965144.000000 Penalty: 5427.194824
	Iteration 76Q: 3 clusters Score -6965144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6965139.500000 Penalty: 5427.194824
	Iteration 77Q: 3 clusters Score -6965140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6965147.000000 Penalty: 5427.194824
	Iteration 78Q: 3 clusters Score -6965147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6965153.000000 Penalty: 5427.194824
	Iteration 79Q: 3 clusters Score -6965153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6965147.500000 Penalty: 5427.194824
	Iteration 80F: 3 clusters Score -6965148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6965143.000000 Penalty: 5427.194824
	Iteration 81Q: 3 clusters Score -6965143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6965146.500000 Penalty: 5427.194824
	Iteration 82Q: 3 clusters Score -6965146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6965149.000000 Penalty: 5427.194824
	Iteration 83Q: 3 clusters Score -6965149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6965161.000000 Penalty: 5427.194824
	Iteration 84Q: 3 clusters Score -6965161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6965170.500000 Penalty: 5427.194824
	Iteration 85Q: 3 clusters Score -6965170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6965165.000000 Penalty: 5427.194824
	Iteration 86Q: 3 clusters Score -6965165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6965165.500000 Penalty: 5427.194824
	Iteration 87Q: 3 clusters Score -6965166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6965161.500000 Penalty: 5427.194824
	Iteration 88Q: 3 clusters Score -6965162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6965159.000000 Penalty: 5427.194824
	Iteration 89Q: 3 clusters Score -6965159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6965172.500000 Penalty: 5427.194824
	Iteration 90Q: 3 clusters Score -6965172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6965175.500000 Penalty: 5427.194824
	Iteration 91Q: 3 clusters Score -6965176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6965177.000000 Penalty: 5427.194824
	Iteration 92Q: 3 clusters Score -6965177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6965178.500000 Penalty: 5427.194824
	Iteration 93Q: 3 clusters Score -6965178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6965183.000000 Penalty: 5427.194824
	Iteration 94Q: 3 clusters Score -6965183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6965178.500000 Penalty: 5427.194824
	Iteration 95Q: 3 clusters Score -6965178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6965184.500000 Penalty: 5427.194824
	Iteration 96Q: 3 clusters Score -6965184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6965183.500000 Penalty: 5427.194824
	Iteration 97Q: 3 clusters Score -6965184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6965183.500000 Penalty: 5427.194824
	Iteration 98F: 3 clusters Score -6965184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (160041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Entering Unmasked Estep 
Score: -19793396.000000 Penalty: 2971.830078
	Iteration 0F: 2 clusters Score -1.97934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -19686264.000000 Penalty: 5943.660156
	Iteration 0F: 3 clusters Score -1.968626e+07 nChanged 76779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -19731812.000000 Penalty: 5943.660156
	Iteration 1F: 3 clusters Score -1.973181e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -19733018.000000 Penalty: 5943.660156
	Iteration 2Q: 3 clusters Score -1.973302e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -19734548.000000 Penalty: 5943.660156
	Iteration 3Q: 3 clusters Score -1.973455e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -19736660.000000 Penalty: 5943.660156
	Iteration 4Q: 3 clusters Score -1.973666e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -19739612.000000 Penalty: 5943.660156
	Iteration 5Q: 3 clusters Score -1.973961e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -19743722.000000 Penalty: 5943.660156
	Iteration 6F: 3 clusters Score -1.974372e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -19748792.000000 Penalty: 5943.660156
	Iteration 7F: 3 clusters Score -1.974879e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -19754806.000000 Penalty: 5943.660156
	Iteration 8F: 3 clusters Score -1.975481e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -19760858.000000 Penalty: 5943.660156
	Iteration 9F: 3 clusters Score -1.976086e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -19766378.000000 Penalty: 5943.660156
	Iteration 10Q: 3 clusters Score -1.976638e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -19770738.000000 Penalty: 5943.660156
	Iteration 11Q: 3 clusters Score -1.977074e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -19773792.000000 Penalty: 5943.660156
	Iteration 12Q: 3 clusters Score -1.977379e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -19776148.000000 Penalty: 5943.660156
	Iteration 13Q: 3 clusters Score -1.977615e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -19778018.000000 Penalty: 5943.660156
	Iteration 14Q: 3 clusters Score -1.977802e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 140509 members 
Entering Unmasked Estep 
Score: -19779718.000000 Penalty: 5943.660156
	Iteration 15Q: 3 clusters Score -1.977972e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 143519 members 
Entering Unmasked Estep 
Score: -19781376.000000 Penalty: 5943.660156
	Iteration 16Q: 3 clusters Score -1.978138e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 146285 members 
Entering Unmasked Estep 
Score: -19782832.000000 Penalty: 5943.660156
	Iteration 17Q: 3 clusters Score -1.978283e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -19784160.000000 Penalty: 5943.660156
	Iteration 18Q: 3 clusters Score -1.978416e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -19785446.000000 Penalty: 5943.660156
	Iteration 19Q: 3 clusters Score -1.978545e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -19786650.000000 Penalty: 5943.660156
	Iteration 20F: 3 clusters Score -1.978665e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -19787706.000000 Penalty: 5943.660156
	Iteration 21Q: 3 clusters Score -1.978771e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -19788538.000000 Penalty: 5943.660156
	Iteration 22Q: 3 clusters Score -1.978854e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -19789222.000000 Penalty: 5943.660156
	Iteration 23Q: 3 clusters Score -1.978922e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 157645 members 
Entering Unmasked Estep 
Score: -19789602.000000 Penalty: 5943.660156
	Iteration 24Q: 3 clusters Score -1.97896e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -19789930.000000 Penalty: 5943.660156
	Iteration 25Q: 3 clusters Score -1.978993e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -19790174.000000 Penalty: 5943.660156
	Iteration 26Q: 3 clusters Score -1.979017e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -19790370.000000 Penalty: 5943.660156
	Iteration 27Q: 3 clusters Score -1.979037e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -19790462.000000 Penalty: 5943.660156
	Iteration 28Q: 3 clusters Score -1.979046e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -19790520.000000 Penalty: 5943.660156
	Iteration 29Q: 3 clusters Score -1.979052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 159081 members 
Entering Unmasked Estep 
Score: -19790570.000000 Penalty: 5943.660156
	Iteration 30Q: 3 clusters Score -1.979057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -19790600.000000 Penalty: 5943.660156
	Iteration 31Q: 3 clusters Score -1.97906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -19790642.000000 Penalty: 5943.660156
	Iteration 32Q: 3 clusters Score -1.979064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -19790626.000000 Penalty: 5943.660156
	Iteration 33Q: 3 clusters Score -1.979063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -19790642.000000 Penalty: 5943.660156
	Iteration 34Q: 3 clusters Score -1.979064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -19790672.000000 Penalty: 5943.660156
	Iteration 35Q: 3 clusters Score -1.979067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -19790700.000000 Penalty: 5943.660156
	Iteration 36Q: 3 clusters Score -1.97907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -19790686.000000 Penalty: 5943.660156
	Iteration 37Q: 3 clusters Score -1.979069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -19790692.000000 Penalty: 5943.660156
	Iteration 38Q: 3 clusters Score -1.979069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -19790726.000000 Penalty: 5943.660156
	Iteration 39Q: 3 clusters Score -1.979073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -19790740.000000 Penalty: 5943.660156
	Iteration 40F: 3 clusters Score -1.979074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -19790742.000000 Penalty: 5943.660156
	Iteration 41Q: 3 clusters Score -1.979074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -19790742.000000 Penalty: 5943.660156
	Iteration 42Q: 3 clusters Score -1.979074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -19790736.000000 Penalty: 5943.660156
	Iteration 43Q: 3 clusters Score -1.979074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19790744.000000 Penalty: 5943.660156
	Iteration 44Q: 3 clusters Score -1.979074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -19790736.000000 Penalty: 5943.660156
	Iteration 45Q: 3 clusters Score -1.979074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -19790754.000000 Penalty: 5943.660156
	Iteration 46Q: 3 clusters Score -1.979075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -19790756.000000 Penalty: 5943.660156
	Iteration 47Q: 3 clusters Score -1.979076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -19790756.000000 Penalty: 5943.660156
	Iteration 48Q: 3 clusters Score -1.979076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -19790762.000000 Penalty: 5943.660156
	Iteration 49Q: 3 clusters Score -1.979076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 159408 members 
Entering Unmasked Estep 
Score: -19790764.000000 Penalty: 5943.660156
	Iteration 50Q: 3 clusters Score -1.979076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -19790772.000000 Penalty: 5943.660156
	Iteration 51Q: 3 clusters Score -1.979077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -19790776.000000 Penalty: 5943.660156
	Iteration 52Q: 3 clusters Score -1.979078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -19790782.000000 Penalty: 5943.660156
	Iteration 53Q: 3 clusters Score -1.979078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159420 members 
Entering Unmasked Estep 
Score: -19790766.000000 Penalty: 5943.660156
	Iteration 54Q: 3 clusters Score -1.979077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159420 members 
Entering Unmasked Estep 
Score: -19790766.000000 Penalty: 5943.660156
	Iteration 55F: 3 clusters Score -1.979077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Entering Unmasked Estep 
Score: -2919081.250000 Penalty: 2510.201416
	Iteration 0F: 2 clusters Score -2919081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2901905.500000 Penalty: 5020.402832
	Iteration 0F: 3 clusters Score -2901906 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2907961.250000 Penalty: 5020.402832
	Iteration 1F: 3 clusters Score -2907961 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2908499.250000 Penalty: 5020.402832
	Iteration 2F: 3 clusters Score -2908499 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2908930.000000 Penalty: 5020.402832
	Iteration 3Q: 3 clusters Score -2908930 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2909311.000000 Penalty: 5020.402832
	Iteration 4Q: 3 clusters Score -2909311 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2909664.500000 Penalty: 5020.402832
	Iteration 5Q: 3 clusters Score -2909664 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2910047.500000 Penalty: 5020.402832
	Iteration 6Q: 3 clusters Score -2910048 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2910442.000000 Penalty: 5020.402832
	Iteration 7Q: 3 clusters Score -2910442 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2910907.750000 Penalty: 5020.402832
	Iteration 8Q: 3 clusters Score -2910908 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2911498.250000 Penalty: 5020.402832
	Iteration 9Q: 3 clusters Score -2911498 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2912192.000000 Penalty: 5020.402832
	Iteration 10Q: 3 clusters Score -2912192 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2913045.750000 Penalty: 5020.402832
	Iteration 11F: 3 clusters Score -2913046 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2914011.000000 Penalty: 5020.402832
	Iteration 12F: 3 clusters Score -2914011 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2915012.500000 Penalty: 5020.402832
	Iteration 13Q: 3 clusters Score -2915012 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2915766.500000 Penalty: 5020.402832
	Iteration 14Q: 3 clusters Score -2915766 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2916309.500000 Penalty: 5020.402832
	Iteration 15Q: 3 clusters Score -2916310 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2916630.750000 Penalty: 5020.402832
	Iteration 16Q: 3 clusters Score -2916631 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2916801.250000 Penalty: 5020.402832
	Iteration 17Q: 3 clusters Score -2916801 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2916888.750000 Penalty: 5020.402832
	Iteration 18Q: 3 clusters Score -2916889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2916948.250000 Penalty: 5020.402832
	Iteration 19Q: 3 clusters Score -2916948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2916996.000000 Penalty: 5020.402832
	Iteration 20F: 3 clusters Score -2916996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2917040.750000 Penalty: 5020.402832
	Iteration 21Q: 3 clusters Score -2917041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2917067.000000 Penalty: 5020.402832
	Iteration 22Q: 3 clusters Score -2917067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2917093.250000 Penalty: 5020.402832
	Iteration 23Q: 3 clusters Score -2917093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2917117.750000 Penalty: 5020.402832
	Iteration 24Q: 3 clusters Score -2917118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2917123.500000 Penalty: 5020.402832
	Iteration 25Q: 3 clusters Score -2917124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2917127.750000 Penalty: 5020.402832
	Iteration 26Q: 3 clusters Score -2917128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2917139.000000 Penalty: 5020.402832
	Iteration 27Q: 3 clusters Score -2917139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2917152.000000 Penalty: 5020.402832
	Iteration 28Q: 3 clusters Score -2917152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2917162.750000 Penalty: 5020.402832
	Iteration 29Q: 3 clusters Score -2917163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2917171.750000 Penalty: 5020.402832
	Iteration 30Q: 3 clusters Score -2917172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2917189.750000 Penalty: 5020.402832
	Iteration 31Q: 3 clusters Score -2917190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2917201.000000 Penalty: 5020.402832
	Iteration 32Q: 3 clusters Score -2917201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2917213.000000 Penalty: 5020.402832
	Iteration 33Q: 3 clusters Score -2917213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2917225.000000 Penalty: 5020.402832
	Iteration 34Q: 3 clusters Score -2917225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2917229.500000 Penalty: 5020.402832
	Iteration 35Q: 3 clusters Score -2917230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2917230.750000 Penalty: 5020.402832
	Iteration 36Q: 3 clusters Score -2917231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2917236.000000 Penalty: 5020.402832
	Iteration 37Q: 3 clusters Score -2917236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2917231.500000 Penalty: 5020.402832
	Iteration 38Q: 3 clusters Score -2917232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2917236.000000 Penalty: 5020.402832
	Iteration 39Q: 3 clusters Score -2917236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2917237.750000 Penalty: 5020.402832
	Iteration 40F: 3 clusters Score -2917238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1643842.875000 Penalty: 2347.680664
	Iteration 0F: 2 clusters Score -1643843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1634326.125000 Penalty: 4695.361328
	Iteration 0F: 3 clusters Score -1634326 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1637173.875000 Penalty: 4695.361328
	Iteration 1F: 3 clusters Score -1637174 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1637568.375000 Penalty: 4695.361328
	Iteration 2F: 3 clusters Score -1637568 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1638009.000000 Penalty: 4695.361328
	Iteration 3F: 3 clusters Score -1638009 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1638572.500000 Penalty: 4695.361328
	Iteration 4F: 3 clusters Score -1638572 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1639325.500000 Penalty: 4695.361328
	Iteration 5F: 3 clusters Score -1639326 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1640255.000000 Penalty: 4695.361328
	Iteration 6F: 3 clusters Score -1640255 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1641206.125000 Penalty: 4695.361328
	Iteration 7F: 3 clusters Score -1641206 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1642034.125000 Penalty: 4695.361328
	Iteration 8F: 3 clusters Score -1642034 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1642563.375000 Penalty: 4695.361328
	Iteration 9F: 3 clusters Score -1642563 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1642844.125000 Penalty: 4695.361328
	Iteration 10Q: 3 clusters Score -1642844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1643025.750000 Penalty: 4695.361328
	Iteration 11Q: 3 clusters Score -1643026 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1643123.625000 Penalty: 4695.361328
	Iteration 12Q: 3 clusters Score -1643124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1643179.000000 Penalty: 4695.361328
	Iteration 13Q: 3 clusters Score -1643179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1643204.500000 Penalty: 4695.361328
	Iteration 14Q: 3 clusters Score -1643204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1643228.375000 Penalty: 4695.361328
	Iteration 15Q: 3 clusters Score -1643228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1643250.125000 Penalty: 4695.361328
	Iteration 16Q: 3 clusters Score -1643250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1643268.375000 Penalty: 4695.361328
	Iteration 17Q: 3 clusters Score -1643268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1643280.750000 Penalty: 4695.361328
	Iteration 18Q: 3 clusters Score -1643281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1643291.875000 Penalty: 4695.361328
	Iteration 19Q: 3 clusters Score -1643292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1643301.750000 Penalty: 4695.361328
	Iteration 20F: 3 clusters Score -1643302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1643305.875000 Penalty: 4695.361328
	Iteration 21Q: 3 clusters Score -1643306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1643311.125000 Penalty: 4695.361328
	Iteration 22Q: 3 clusters Score -1643311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1643316.875000 Penalty: 4695.361328
	Iteration 23Q: 3 clusters Score -1643317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1643317.875000 Penalty: 4695.361328
	Iteration 24Q: 3 clusters Score -1643318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1643323.625000 Penalty: 4695.361328
	Iteration 25Q: 3 clusters Score -1643324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1643322.500000 Penalty: 4695.361328
	Iteration 26Q: 3 clusters Score -1643322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1643323.625000 Penalty: 4695.361328
	Iteration 27Q: 3 clusters Score -1643324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1643325.375000 Penalty: 4695.361328
	Iteration 28Q: 3 clusters Score -1643325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1643326.500000 Penalty: 4695.361328
	Iteration 29Q: 3 clusters Score -1643326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1643327.000000 Penalty: 4695.361328
	Iteration 30Q: 3 clusters Score -1643327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1643332.375000 Penalty: 4695.361328
	Iteration 31Q: 3 clusters Score -1643332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1643335.750000 Penalty: 4695.361328
	Iteration 32Q: 3 clusters Score -1643336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1643334.875000 Penalty: 4695.361328
	Iteration 33Q: 3 clusters Score -1643335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1643332.625000 Penalty: 4695.361328
	Iteration 34Q: 3 clusters Score -1643333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1643338.250000 Penalty: 4695.361328
	Iteration 35Q: 3 clusters Score -1643338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1643339.125000 Penalty: 4695.361328
	Iteration 36Q: 3 clusters Score -1643339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1643340.500000 Penalty: 4695.361328
	Iteration 37Q: 3 clusters Score -1643340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1643342.000000 Penalty: 4695.361328
	Iteration 38Q: 3 clusters Score -1643342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1643344.625000 Penalty: 4695.361328
	Iteration 39Q: 3 clusters Score -1643345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1643343.375000 Penalty: 4695.361328
	Iteration 40F: 3 clusters Score -1643343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1643344.000000 Penalty: 4695.361328
	Iteration 41Q: 3 clusters Score -1643344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1643343.625000 Penalty: 4695.361328
	Iteration 42Q: 3 clusters Score -1643344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1643346.000000 Penalty: 4695.361328
	Iteration 43Q: 3 clusters Score -1643346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1643345.125000 Penalty: 4695.361328
	Iteration 44Q: 3 clusters Score -1643345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1643345.125000 Penalty: 4695.361328
	Iteration 45F: 3 clusters Score -1643345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -244771.656250 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -244771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242009.078125 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -242009.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242601.343750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -242601.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242796.484375 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -242796.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -242957.359375 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -242957.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243063.656250 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -243063.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -243147.453125 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -243147.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243229.312500 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -243229.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -243294.343750 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -243294.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -243339.328125 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -243339.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243370.421875 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -243370.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243385.515625 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -243385.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -243401.937500 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -243401.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243413.875000 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -243413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -243424.468750 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -243424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -243431.125000 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -243431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -243438.578125 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -243438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243442.796875 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -243442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -243446.453125 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -243446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -243450.203125 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -243450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -243455.390625 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -243455.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243460.781250 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -243460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243469.750000 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -243469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -243480.578125 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -243480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243487.765625 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -243487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -243493.031250 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -243493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243495.234375 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -243495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243498.968750 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -243499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243500.312500 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -243500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243502.921875 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -243502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243506.281250 Penalty: 3841.521484
	Iteration 29Q: 3 clusters Score -243506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243508.937500 Penalty: 3841.521484
	Iteration 30Q: 3 clusters Score -243508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -243510.640625 Penalty: 3841.521484
	Iteration 31Q: 3 clusters Score -243510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243513.312500 Penalty: 3841.521484
	Iteration 32Q: 3 clusters Score -243513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -243513.906250 Penalty: 3841.521484
	Iteration 33Q: 3 clusters Score -243513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243514.359375 Penalty: 3841.521484
	Iteration 34Q: 3 clusters Score -243514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -243515.093750 Penalty: 3841.521484
	Iteration 35Q: 3 clusters Score -243515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243515.593750 Penalty: 3841.521484
	Iteration 36Q: 3 clusters Score -243515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -243515.828125 Penalty: 3841.521484
	Iteration 37Q: 3 clusters Score -243515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -243516.500000 Penalty: 3841.521484
	Iteration 38Q: 3 clusters Score -243516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -243516.500000 Penalty: 3841.521484
	Iteration 39F: 3 clusters Score -243516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Entering Unmasked Estep 
Score: -4934513.500000 Penalty: 2626.479248
	Iteration 0F: 2 clusters Score -4934514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4907713.000000 Penalty: 5252.958496
	Iteration 0F: 3 clusters Score -4907713 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4917633.000000 Penalty: 5252.958496
	Iteration 1F: 3 clusters Score -4917633 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4918046.000000 Penalty: 5252.958496
	Iteration 2Q: 3 clusters Score -4918046 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4918404.500000 Penalty: 5252.958496
	Iteration 3Q: 3 clusters Score -4918404 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4918728.000000 Penalty: 5252.958496
	Iteration 4Q: 3 clusters Score -4918728 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4919028.000000 Penalty: 5252.958496
	Iteration 5Q: 3 clusters Score -4919028 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4919316.500000 Penalty: 5252.958496
	Iteration 6Q: 3 clusters Score -4919316 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4919710.000000 Penalty: 5252.958496
	Iteration 7Q: 3 clusters Score -4919710 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4920250.500000 Penalty: 5252.958496
	Iteration 8Q: 3 clusters Score -4920250 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4921068.000000 Penalty: 5252.958496
	Iteration 9Q: 3 clusters Score -4921068 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4922465.500000 Penalty: 5252.958496
	Iteration 10F: 3 clusters Score -4922466 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4924599.000000 Penalty: 5252.958496
	Iteration 11F: 3 clusters Score -4924599 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4927396.000000 Penalty: 5252.958496
	Iteration 12F: 3 clusters Score -4927396 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4929784.500000 Penalty: 5252.958496
	Iteration 13F: 3 clusters Score -4929784 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4931184.500000 Penalty: 5252.958496
	Iteration 14Q: 3 clusters Score -4931184 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4931835.500000 Penalty: 5252.958496
	Iteration 15Q: 3 clusters Score -4931836 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -4932112.000000 Penalty: 5252.958496
	Iteration 16Q: 3 clusters Score -4932112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4932240.500000 Penalty: 5252.958496
	Iteration 17Q: 3 clusters Score -4932240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4932300.500000 Penalty: 5252.958496
	Iteration 18Q: 3 clusters Score -4932300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4932332.000000 Penalty: 5252.958496
	Iteration 19Q: 3 clusters Score -4932332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4932360.500000 Penalty: 5252.958496
	Iteration 20F: 3 clusters Score -4932360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -4932367.500000 Penalty: 5252.958496
	Iteration 21Q: 3 clusters Score -4932368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4932382.500000 Penalty: 5252.958496
	Iteration 22Q: 3 clusters Score -4932382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4932392.500000 Penalty: 5252.958496
	Iteration 23Q: 3 clusters Score -4932392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4932400.000000 Penalty: 5252.958496
	Iteration 24Q: 3 clusters Score -4932400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4932407.500000 Penalty: 5252.958496
	Iteration 25Q: 3 clusters Score -4932408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4932411.500000 Penalty: 5252.958496
	Iteration 26Q: 3 clusters Score -4932412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4932407.500000 Penalty: 5252.958496
	Iteration 27Q: 3 clusters Score -4932408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4932417.500000 Penalty: 5252.958496
	Iteration 28Q: 3 clusters Score -4932418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4932422.000000 Penalty: 5252.958496
	Iteration 29Q: 3 clusters Score -4932422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4932422.500000 Penalty: 5252.958496
	Iteration 30Q: 3 clusters Score -4932422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4932423.500000 Penalty: 5252.958496
	Iteration 31Q: 3 clusters Score -4932424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4932424.500000 Penalty: 5252.958496
	Iteration 32Q: 3 clusters Score -4932424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4932424.500000 Penalty: 5252.958496
	Iteration 33F: 3 clusters Score -4932424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -466953.875000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -466953.9 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 2089 members 
Entering Unmasked Estep 
Score: -462956.687500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -462956.7 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -463866.031250 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -463866 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -464141.843750 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -464141.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -464402.781250 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -464402.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -464707.281250 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -464707.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -465065.281250 Penalty: 4127.907715
	Iteration 5F: 3 clusters Score -465065.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -465613.718750 Penalty: 4127.907715
	Iteration 6F: 3 clusters Score -465613.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -466310.000000 Penalty: 4127.907715
	Iteration 7F: 3 clusters Score -466310 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -467005.437500 Penalty: 4127.907715
	Iteration 8F: 3 clusters Score -467005.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -467568.593750 Penalty: 4127.907715
	Iteration 9F: 3 clusters Score -467568.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -467928.062500 Penalty: 4127.907715
	Iteration 10F: 3 clusters Score -467928.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -468069.500000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -468069.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -468121.875000 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -468121.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -468142.781250 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -468142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -468155.500000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -468155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -468163.500000 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -468163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -468172.562500 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -468172.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -468191.218750 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -468191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -468204.250000 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -468204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -468213.375000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -468213.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -468223.843750 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -468223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -468234.281250 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -468234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -468240.125000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -468240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -468244.250000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -468244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -468248.062500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -468248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -468249.562500 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -468249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -468251.593750 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -468251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -468254.187500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -468254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -468254.187500 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -468254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -468254.187500 Penalty: 4127.907715
	Iteration 29F: 3 clusters Score -468254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 1524 members 
Entering Unmasked Estep 
Score: -142008720.000000 Penalty: 166335.640625
Splitting cluster 14 changes total score from -142009696.000000 to -142008720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -700540.875000 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -700540.9 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 2939 members 
Entering Unmasked Estep 
Score: -695539.375000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -695539.4 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -696770.562500 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -696770.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -696975.625000 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -696975.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -697087.125000 Penalty: 4301.893066
	Iteration 3Q: 3 clusters Score -697087.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -697170.062500 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -697170.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -697247.437500 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -697247.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -697291.062500 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -697291.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -697324.500000 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -697324.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -697356.500000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -697356.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -697380.500000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -697380.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -697411.562500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -697411.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -697454.437500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -697454.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -697488.937500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -697488.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -697527.562500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -697527.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -697560.437500 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -697560.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -697596.000000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -697596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -697641.000000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -697641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -697695.687500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -697695.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -697758.187500 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -697758.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -697821.812500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -697821.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -697905.500000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -697905.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -698020.687500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -698020.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -698151.562500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -698151.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -698272.875000 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -698272.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -698425.062500 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -698425.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -698608.437500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -698608.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -698788.250000 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -698788.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -698948.375000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -698948.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -699050.750000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -699050.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -699116.687500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -699116.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -699155.312500 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -699155.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -699184.187500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -699184.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -699205.062500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -699205.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -699216.875000 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -699216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -699228.187500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -699228.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -699244.062500 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -699244.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -699258.250000 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -699258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -699269.500000 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -699269.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -699281.187500 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -699281.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -699290.812500 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -699290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -699298.500000 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -699298.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -699305.625000 Penalty: 4301.893066
	Iteration 41Q: 3 clusters Score -699305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -699309.187500 Penalty: 4301.893066
	Iteration 42Q: 3 clusters Score -699309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -699311.187500 Penalty: 4301.893066
	Iteration 43Q: 3 clusters Score -699311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -699310.562500 Penalty: 4301.893066
	Iteration 44Q: 3 clusters Score -699310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -699311.687500 Penalty: 4301.893066
	Iteration 45Q: 3 clusters Score -699311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -699312.437500 Penalty: 4301.893066
	Iteration 46Q: 3 clusters Score -699312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -699312.625000 Penalty: 4301.893066
	Iteration 47Q: 3 clusters Score -699312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -699314.937500 Penalty: 4301.893066
	Iteration 48Q: 3 clusters Score -699314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -699315.250000 Penalty: 4301.893066
	Iteration 49Q: 3 clusters Score -699315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -699316.187500 Penalty: 4301.893066
	Iteration 50Q: 3 clusters Score -699316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -699316.187500 Penalty: 4301.893066
	Iteration 51Q: 3 clusters Score -699316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -699317.125000 Penalty: 4301.893066
	Iteration 52Q: 3 clusters Score -699317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -699317.687500 Penalty: 4301.893066
	Iteration 53Q: 3 clusters Score -699317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -699317.687500 Penalty: 4301.893066
	Iteration 54F: 3 clusters Score -699317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -49643.878906 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -49643.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48245.023438 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -48245.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48408.234375 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -48408.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48437.109375 Penalty: 3011.085938
	Iteration 2Q: 3 clusters Score -48437.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48442.875000 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -48442.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48445.152344 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -48445.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48447.468750 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -48447.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48447.468750 Penalty: 3011.085938
	Iteration 6F: 3 clusters Score -48447.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360740 members 
Entering Unmasked Estep 
Score: -45201344.000000 Penalty: 3173.386475
	Iteration 0F: 2 clusters Score -4.520134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -44984664.000000 Penalty: 6346.772949
	Iteration 0F: 3 clusters Score -4.498466e+07 nChanged 175672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 172240 members 
Entering Unmasked Estep 
Score: -45088712.000000 Penalty: 6346.772949
	Iteration 1F: 3 clusters Score -4.508871e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193009 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -45090796.000000 Penalty: 6346.772949
	Iteration 2Q: 3 clusters Score -4.50908e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199993 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -45093604.000000 Penalty: 6346.772949
	Iteration 3Q: 3 clusters Score -4.50936e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210838 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -45097876.000000 Penalty: 6346.772949
	Iteration 4Q: 3 clusters Score -4.509788e+07 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226941 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -45105880.000000 Penalty: 6346.772949
	Iteration 5Q: 3 clusters Score -4.510588e+07 nChanged 23014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249351 members 
Mstep: Class 2 contains 111389 members 
Entering Unmasked Estep 
Score: -45118824.000000 Penalty: 6346.772949
	Iteration 6F: 3 clusters Score -4.511882e+07 nChanged 28292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277321 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -45137952.000000 Penalty: 6346.772949
	Iteration 7F: 3 clusters Score -4.513795e+07 nChanged 28252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305291 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -45159160.000000 Penalty: 6346.772949
	Iteration 8F: 3 clusters Score -4.515916e+07 nChanged 22163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327294 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -45175000.000000 Penalty: 6346.772949
	Iteration 9F: 3 clusters Score -4.5175e+07 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341499 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -45187904.000000 Penalty: 6346.772949
	Iteration 10Q: 3 clusters Score -4.51879e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349954 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -45194844.000000 Penalty: 6346.772949
	Iteration 11Q: 3 clusters Score -4.519484e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354465 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -45197064.000000 Penalty: 6346.772949
	Iteration 12Q: 3 clusters Score -4.519706e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356751 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -45198120.000000 Penalty: 6346.772949
	Iteration 13Q: 3 clusters Score -4.519812e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357882 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -45198548.000000 Penalty: 6346.772949
	Iteration 14Q: 3 clusters Score -4.519855e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358465 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -45198908.000000 Penalty: 6346.772949
	Iteration 15Q: 3 clusters Score -4.519891e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358770 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -45199172.000000 Penalty: 6346.772949
	Iteration 16Q: 3 clusters Score -4.519917e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358923 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -45199360.000000 Penalty: 6346.772949
	Iteration 17Q: 3 clusters Score -4.519936e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359030 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -45199544.000000 Penalty: 6346.772949
	Iteration 18Q: 3 clusters Score -4.519954e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359093 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -45199676.000000 Penalty: 6346.772949
	Iteration 19Q: 3 clusters Score -4.519968e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359112 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -45199752.000000 Penalty: 6346.772949
	Iteration 20F: 3 clusters Score -4.519975e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359118 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -45199828.000000 Penalty: 6346.772949
	Iteration 21Q: 3 clusters Score -4.519983e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359117 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -45199896.000000 Penalty: 6346.772949
	Iteration 22Q: 3 clusters Score -4.51999e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359104 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -45199932.000000 Penalty: 6346.772949
	Iteration 23Q: 3 clusters Score -4.519993e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359072 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -45199940.000000 Penalty: 6346.772949
	Iteration 24Q: 3 clusters Score -4.519994e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359049 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -45199956.000000 Penalty: 6346.772949
	Iteration 25Q: 3 clusters Score -4.519996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359038 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -45199972.000000 Penalty: 6346.772949
	Iteration 26Q: 3 clusters Score -4.519997e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359034 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -45200060.000000 Penalty: 6346.772949
	Iteration 27Q: 3 clusters Score -4.520006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359025 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -45200060.000000 Penalty: 6346.772949
	Iteration 28Q: 3 clusters Score -4.520006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358999 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -45200064.000000 Penalty: 6346.772949
	Iteration 29Q: 3 clusters Score -4.520006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358986 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -45200112.000000 Penalty: 6346.772949
	Iteration 30Q: 3 clusters Score -4.520011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358976 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -45200176.000000 Penalty: 6346.772949
	Iteration 31Q: 3 clusters Score -4.520018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358967 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -45200164.000000 Penalty: 6346.772949
	Iteration 32Q: 3 clusters Score -4.520016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358957 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -45200136.000000 Penalty: 6346.772949
	Iteration 33Q: 3 clusters Score -4.520014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358941 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -45200152.000000 Penalty: 6346.772949
	Iteration 34Q: 3 clusters Score -4.520015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358931 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -45200172.000000 Penalty: 6346.772949
	Iteration 35Q: 3 clusters Score -4.520017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358918 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -45200192.000000 Penalty: 6346.772949
	Iteration 36Q: 3 clusters Score -4.520019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358915 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -45200180.000000 Penalty: 6346.772949
	Iteration 37Q: 3 clusters Score -4.520018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358901 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -45200176.000000 Penalty: 6346.772949
	Iteration 38Q: 3 clusters Score -4.520018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358894 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -45200212.000000 Penalty: 6346.772949
	Iteration 39Q: 3 clusters Score -4.520021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358887 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -45200200.000000 Penalty: 6346.772949
	Iteration 40F: 3 clusters Score -4.52002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358879 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -45200176.000000 Penalty: 6346.772949
	Iteration 41Q: 3 clusters Score -4.520018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358868 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -45200216.000000 Penalty: 6346.772949
	Iteration 42Q: 3 clusters Score -4.520022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358862 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -45200204.000000 Penalty: 6346.772949
	Iteration 43Q: 3 clusters Score -4.52002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358858 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -45200232.000000 Penalty: 6346.772949
	Iteration 44Q: 3 clusters Score -4.520023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358852 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -45200276.000000 Penalty: 6346.772949
	Iteration 45Q: 3 clusters Score -4.520028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358847 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -45200280.000000 Penalty: 6346.772949
	Iteration 46Q: 3 clusters Score -4.520028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358845 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -45200288.000000 Penalty: 6346.772949
	Iteration 47Q: 3 clusters Score -4.520029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358839 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -45200264.000000 Penalty: 6346.772949
	Iteration 48Q: 3 clusters Score -4.520026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358835 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -45200276.000000 Penalty: 6346.772949
	Iteration 49Q: 3 clusters Score -4.520028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358829 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -45200288.000000 Penalty: 6346.772949
	Iteration 50Q: 3 clusters Score -4.520029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358827 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -45200280.000000 Penalty: 6346.772949
	Iteration 51Q: 3 clusters Score -4.520028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358821 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -45200320.000000 Penalty: 6346.772949
	Iteration 52Q: 3 clusters Score -4.520032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358813 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -45200344.000000 Penalty: 6346.772949
	Iteration 53Q: 3 clusters Score -4.520034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358803 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -45200344.000000 Penalty: 6346.772949
	Iteration 54Q: 3 clusters Score -4.520034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358789 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -45200360.000000 Penalty: 6346.772949
	Iteration 55Q: 3 clusters Score -4.520036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -45200380.000000 Penalty: 6346.772949
	Iteration 56Q: 3 clusters Score -4.520038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358776 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -45200428.000000 Penalty: 6346.772949
	Iteration 57Q: 3 clusters Score -4.520043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358771 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -45200440.000000 Penalty: 6346.772949
	Iteration 58Q: 3 clusters Score -4.520044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358762 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -45200456.000000 Penalty: 6346.772949
	Iteration 59Q: 3 clusters Score -4.520046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358757 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -45200440.000000 Penalty: 6346.772949
	Iteration 60F: 3 clusters Score -4.520044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358747 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -45200444.000000 Penalty: 6346.772949
	Iteration 61Q: 3 clusters Score -4.520044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358744 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -45200456.000000 Penalty: 6346.772949
	Iteration 62Q: 3 clusters Score -4.520046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358741 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -45200452.000000 Penalty: 6346.772949
	Iteration 63Q: 3 clusters Score -4.520045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358739 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -45200436.000000 Penalty: 6346.772949
	Iteration 64Q: 3 clusters Score -4.520044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358741 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -45200444.000000 Penalty: 6346.772949
	Iteration 65Q: 3 clusters Score -4.520044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358741 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -45200444.000000 Penalty: 6346.772949
	Iteration 66F: 3 clusters Score -4.520044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -288718.750000 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -288718.8 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 1154 members 
Entering Unmasked Estep 
Score: -285876.750000 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -285876.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -286350.593750 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -286350.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -286515.437500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -286515.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286604.343750 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -286604.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -286644.968750 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -286645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -286668.218750 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -286668.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -286680.375000 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -286680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286687.375000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -286687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -286692.562500 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -286692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286695.375000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -286695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -286697.562500 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -286697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286699.437500 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -286699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286700.093750 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -286700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286700.093750 Penalty: 3842.593750
	Iteration 13F: 3 clusters Score -286700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Entering Unmasked Estep 
Score: -3789942.500000 Penalty: 2555.875244
	Iteration 0F: 2 clusters Score -3789942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3769462.750000 Penalty: 5111.750488
	Iteration 0F: 3 clusters Score -3769463 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3776770.250000 Penalty: 5111.750488
	Iteration 1F: 3 clusters Score -3776770 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3777188.250000 Penalty: 5111.750488
	Iteration 2Q: 3 clusters Score -3777188 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3777587.500000 Penalty: 5111.750488
	Iteration 3Q: 3 clusters Score -3777588 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3777956.750000 Penalty: 5111.750488
	Iteration 4Q: 3 clusters Score -3777957 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3778400.500000 Penalty: 5111.750488
	Iteration 5Q: 3 clusters Score -3778400 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3778954.000000 Penalty: 5111.750488
	Iteration 6Q: 3 clusters Score -3778954 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3779566.250000 Penalty: 5111.750488
	Iteration 7Q: 3 clusters Score -3779566 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3780205.250000 Penalty: 5111.750488
	Iteration 8Q: 3 clusters Score -3780205 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3780935.750000 Penalty: 5111.750488
	Iteration 9Q: 3 clusters Score -3780936 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3781692.750000 Penalty: 5111.750488
	Iteration 10Q: 3 clusters Score -3781693 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3782514.250000 Penalty: 5111.750488
	Iteration 11Q: 3 clusters Score -3782514 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3783234.500000 Penalty: 5111.750488
	Iteration 12Q: 3 clusters Score -3783234 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3783740.750000 Penalty: 5111.750488
	Iteration 13Q: 3 clusters Score -3783741 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3784123.250000 Penalty: 5111.750488
	Iteration 14Q: 3 clusters Score -3784123 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3784389.750000 Penalty: 5111.750488
	Iteration 15Q: 3 clusters Score -3784390 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3784560.500000 Penalty: 5111.750488
	Iteration 16Q: 3 clusters Score -3784560 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3784653.000000 Penalty: 5111.750488
	Iteration 17Q: 3 clusters Score -3784653 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3784769.750000 Penalty: 5111.750488
	Iteration 18Q: 3 clusters Score -3784770 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3784835.500000 Penalty: 5111.750488
	Iteration 19Q: 3 clusters Score -3784836 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3784929.500000 Penalty: 5111.750488
	Iteration 20F: 3 clusters Score -3784930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3784966.750000 Penalty: 5111.750488
	Iteration 21Q: 3 clusters Score -3784967 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3785021.750000 Penalty: 5111.750488
	Iteration 22Q: 3 clusters Score -3785022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3785077.500000 Penalty: 5111.750488
	Iteration 23Q: 3 clusters Score -3785078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3785118.000000 Penalty: 5111.750488
	Iteration 24Q: 3 clusters Score -3785118 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3785149.000000 Penalty: 5111.750488
	Iteration 25Q: 3 clusters Score -3785149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3785162.500000 Penalty: 5111.750488
	Iteration 26Q: 3 clusters Score -3785162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3785178.750000 Penalty: 5111.750488
	Iteration 27Q: 3 clusters Score -3785179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3785208.750000 Penalty: 5111.750488
	Iteration 28Q: 3 clusters Score -3785209 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3785220.750000 Penalty: 5111.750488
	Iteration 29Q: 3 clusters Score -3785221 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3785246.750000 Penalty: 5111.750488
	Iteration 30Q: 3 clusters Score -3785247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3785258.250000 Penalty: 5111.750488
	Iteration 31Q: 3 clusters Score -3785258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3785271.750000 Penalty: 5111.750488
	Iteration 32Q: 3 clusters Score -3785272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3785268.000000 Penalty: 5111.750488
	Iteration 33Q: 3 clusters Score -3785268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3785278.000000 Penalty: 5111.750488
	Iteration 34Q: 3 clusters Score -3785278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3785281.000000 Penalty: 5111.750488
	Iteration 35Q: 3 clusters Score -3785281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3785283.250000 Penalty: 5111.750488
	Iteration 36Q: 3 clusters Score -3785283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3785291.000000 Penalty: 5111.750488
	Iteration 37Q: 3 clusters Score -3785291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3785286.000000 Penalty: 5111.750488
	Iteration 38Q: 3 clusters Score -3785286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3785298.250000 Penalty: 5111.750488
	Iteration 39Q: 3 clusters Score -3785298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3785300.000000 Penalty: 5111.750488
	Iteration 40F: 3 clusters Score -3785300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3785310.500000 Penalty: 5111.750488
	Iteration 41Q: 3 clusters Score -3785310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3785305.250000 Penalty: 5111.750488
	Iteration 42Q: 3 clusters Score -3785305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3785295.250000 Penalty: 5111.750488
	Iteration 43Q: 3 clusters Score -3785295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3785296.250000 Penalty: 5111.750488
	Iteration 44Q: 3 clusters Score -3785296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3785294.250000 Penalty: 5111.750488
	Iteration 45Q: 3 clusters Score -3785294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3785294.500000 Penalty: 5111.750488
	Iteration 46Q: 3 clusters Score -3785294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3785302.250000 Penalty: 5111.750488
	Iteration 47Q: 3 clusters Score -3785302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3785302.000000 Penalty: 5111.750488
	Iteration 48Q: 3 clusters Score -3785302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3785308.000000 Penalty: 5111.750488
	Iteration 49Q: 3 clusters Score -3785308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3785311.750000 Penalty: 5111.750488
	Iteration 50Q: 3 clusters Score -3785312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3785302.500000 Penalty: 5111.750488
	Iteration 51Q: 3 clusters Score -3785302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3785298.000000 Penalty: 5111.750488
	Iteration 52Q: 3 clusters Score -3785298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3785308.500000 Penalty: 5111.750488
	Iteration 53Q: 3 clusters Score -3785308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3785318.500000 Penalty: 5111.750488
	Iteration 54Q: 3 clusters Score -3785318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3785315.250000 Penalty: 5111.750488
	Iteration 55Q: 3 clusters Score -3785315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3785312.750000 Penalty: 5111.750488
	Iteration 56Q: 3 clusters Score -3785313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3785309.000000 Penalty: 5111.750488
	Iteration 57Q: 3 clusters Score -3785309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3785317.000000 Penalty: 5111.750488
	Iteration 58Q: 3 clusters Score -3785317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3785317.250000 Penalty: 5111.750488
	Iteration 59Q: 3 clusters Score -3785317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3785317.250000 Penalty: 5111.750488
	Iteration 60F: 3 clusters Score -3785317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3785320.500000 Penalty: 5111.750488
	Iteration 61Q: 3 clusters Score -3785320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3785327.500000 Penalty: 5111.750488
	Iteration 62Q: 3 clusters Score -3785328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3785337.000000 Penalty: 5111.750488
	Iteration 63Q: 3 clusters Score -3785337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3785334.750000 Penalty: 5111.750488
	Iteration 64Q: 3 clusters Score -3785335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3785343.500000 Penalty: 5111.750488
	Iteration 65Q: 3 clusters Score -3785344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3785343.000000 Penalty: 5111.750488
	Iteration 66Q: 3 clusters Score -3785343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3785343.750000 Penalty: 5111.750488
	Iteration 67Q: 3 clusters Score -3785344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3785342.500000 Penalty: 5111.750488
	Iteration 68Q: 3 clusters Score -3785342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3785341.500000 Penalty: 5111.750488
	Iteration 69Q: 3 clusters Score -3785342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3785343.250000 Penalty: 5111.750488
	Iteration 70Q: 3 clusters Score -3785343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3785339.500000 Penalty: 5111.750488
	Iteration 71Q: 3 clusters Score -3785340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3785345.000000 Penalty: 5111.750488
	Iteration 72Q: 3 clusters Score -3785345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3785339.500000 Penalty: 5111.750488
	Iteration 73Q: 3 clusters Score -3785340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3785347.500000 Penalty: 5111.750488
	Iteration 74Q: 3 clusters Score -3785348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3785360.000000 Penalty: 5111.750488
	Iteration 75Q: 3 clusters Score -3785360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3785358.000000 Penalty: 5111.750488
	Iteration 76Q: 3 clusters Score -3785358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3785351.500000 Penalty: 5111.750488
	Iteration 77Q: 3 clusters Score -3785352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3785349.500000 Penalty: 5111.750488
	Iteration 78Q: 3 clusters Score -3785350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3785350.250000 Penalty: 5111.750488
	Iteration 79Q: 3 clusters Score -3785350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3785345.500000 Penalty: 5111.750488
	Iteration 80F: 3 clusters Score -3785346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3785352.500000 Penalty: 5111.750488
	Iteration 81Q: 3 clusters Score -3785352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3785361.750000 Penalty: 5111.750488
	Iteration 82Q: 3 clusters Score -3785362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3785349.250000 Penalty: 5111.750488
	Iteration 83Q: 3 clusters Score -3785349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3785354.500000 Penalty: 5111.750488
	Iteration 84Q: 3 clusters Score -3785354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3785357.750000 Penalty: 5111.750488
	Iteration 85Q: 3 clusters Score -3785358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3785359.000000 Penalty: 5111.750488
	Iteration 86Q: 3 clusters Score -3785359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3785361.500000 Penalty: 5111.750488
	Iteration 87Q: 3 clusters Score -3785362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3785368.250000 Penalty: 5111.750488
	Iteration 88Q: 3 clusters Score -3785368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3785373.250000 Penalty: 5111.750488
	Iteration 89Q: 3 clusters Score -3785373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3785379.000000 Penalty: 5111.750488
	Iteration 90Q: 3 clusters Score -3785379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3785380.750000 Penalty: 5111.750488
	Iteration 91Q: 3 clusters Score -3785381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3785376.750000 Penalty: 5111.750488
	Iteration 92Q: 3 clusters Score -3785377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3785382.750000 Penalty: 5111.750488
	Iteration 93Q: 3 clusters Score -3785383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3785373.500000 Penalty: 5111.750488
	Iteration 94Q: 3 clusters Score -3785374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3785380.250000 Penalty: 5111.750488
	Iteration 95Q: 3 clusters Score -3785380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3785385.000000 Penalty: 5111.750488
	Iteration 96Q: 3 clusters Score -3785385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3785384.250000 Penalty: 5111.750488
	Iteration 97Q: 3 clusters Score -3785384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3785382.500000 Penalty: 5111.750488
	Iteration 98Q: 3 clusters Score -3785382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3785378.250000 Penalty: 5111.750488
	Iteration 99Q: 3 clusters Score -3785378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3785388.750000 Penalty: 5111.750488
	Iteration 100F: 3 clusters Score -3785389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3785393.750000 Penalty: 5111.750488
	Iteration 101Q: 3 clusters Score -3785394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3785391.500000 Penalty: 5111.750488
	Iteration 102Q: 3 clusters Score -3785392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3785400.250000 Penalty: 5111.750488
	Iteration 103Q: 3 clusters Score -3785400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3785396.750000 Penalty: 5111.750488
	Iteration 104Q: 3 clusters Score -3785397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3785394.250000 Penalty: 5111.750488
	Iteration 105Q: 3 clusters Score -3785394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3785394.500000 Penalty: 5111.750488
	Iteration 106Q: 3 clusters Score -3785394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3785398.000000 Penalty: 5111.750488
	Iteration 107Q: 3 clusters Score -3785398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3785399.750000 Penalty: 5111.750488
	Iteration 108Q: 3 clusters Score -3785400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3785400.250000 Penalty: 5111.750488
	Iteration 109Q: 3 clusters Score -3785400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3785407.250000 Penalty: 5111.750488
	Iteration 110Q: 3 clusters Score -3785407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3785409.000000 Penalty: 5111.750488
	Iteration 111Q: 3 clusters Score -3785409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3785407.250000 Penalty: 5111.750488
	Iteration 112Q: 3 clusters Score -3785407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3785406.250000 Penalty: 5111.750488
	Iteration 113Q: 3 clusters Score -3785406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3785407.500000 Penalty: 5111.750488
	Iteration 114Q: 3 clusters Score -3785408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3785403.500000 Penalty: 5111.750488
	Iteration 115Q: 3 clusters Score -3785404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3785402.750000 Penalty: 5111.750488
	Iteration 116Q: 3 clusters Score -3785403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3785406.250000 Penalty: 5111.750488
	Iteration 117Q: 3 clusters Score -3785406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3785404.000000 Penalty: 5111.750488
	Iteration 118Q: 3 clusters Score -3785404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3785401.250000 Penalty: 5111.750488
	Iteration 119Q: 3 clusters Score -3785401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3785407.500000 Penalty: 5111.750488
	Iteration 120F: 3 clusters Score -3785408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3785414.000000 Penalty: 5111.750488
	Iteration 121Q: 3 clusters Score -3785414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3785409.500000 Penalty: 5111.750488
	Iteration 122Q: 3 clusters Score -3785410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3785410.250000 Penalty: 5111.750488
	Iteration 123Q: 3 clusters Score -3785410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3785414.750000 Penalty: 5111.750488
	Iteration 124Q: 3 clusters Score -3785415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3785409.000000 Penalty: 5111.750488
	Iteration 125Q: 3 clusters Score -3785409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3785427.000000 Penalty: 5111.750488
	Iteration 126Q: 3 clusters Score -3785427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3785416.750000 Penalty: 5111.750488
	Iteration 127Q: 3 clusters Score -3785417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3785418.750000 Penalty: 5111.750488
	Iteration 128Q: 3 clusters Score -3785419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3785418.000000 Penalty: 5111.750488
	Iteration 129Q: 3 clusters Score -3785418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3785415.000000 Penalty: 5111.750488
	Iteration 130Q: 3 clusters Score -3785415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3785416.500000 Penalty: 5111.750488
	Iteration 131Q: 3 clusters Score -3785416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3785423.500000 Penalty: 5111.750488
	Iteration 132Q: 3 clusters Score -3785424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3785428.500000 Penalty: 5111.750488
	Iteration 133Q: 3 clusters Score -3785428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3785430.750000 Penalty: 5111.750488
	Iteration 134Q: 3 clusters Score -3785431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3785438.250000 Penalty: 5111.750488
	Iteration 135Q: 3 clusters Score -3785438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3785447.000000 Penalty: 5111.750488
	Iteration 136Q: 3 clusters Score -3785447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3785449.250000 Penalty: 5111.750488
	Iteration 137Q: 3 clusters Score -3785449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3785440.000000 Penalty: 5111.750488
	Iteration 138Q: 3 clusters Score -3785440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3785463.000000 Penalty: 5111.750488
	Iteration 139Q: 3 clusters Score -3785463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3785477.000000 Penalty: 5111.750488
	Iteration 140F: 3 clusters Score -3785477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3785482.500000 Penalty: 5111.750488
	Iteration 141Q: 3 clusters Score -3785482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3785482.750000 Penalty: 5111.750488
	Iteration 142Q: 3 clusters Score -3785483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3785491.750000 Penalty: 5111.750488
	Iteration 143Q: 3 clusters Score -3785492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3785502.750000 Penalty: 5111.750488
	Iteration 144Q: 3 clusters Score -3785503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3785503.000000 Penalty: 5111.750488
	Iteration 145Q: 3 clusters Score -3785503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3785508.000000 Penalty: 5111.750488
	Iteration 146Q: 3 clusters Score -3785508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3785509.000000 Penalty: 5111.750488
	Iteration 147Q: 3 clusters Score -3785509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3785518.250000 Penalty: 5111.750488
	Iteration 148Q: 3 clusters Score -3785518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3785526.250000 Penalty: 5111.750488
	Iteration 149Q: 3 clusters Score -3785526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3785529.000000 Penalty: 5111.750488
	Iteration 150Q: 3 clusters Score -3785529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3785537.000000 Penalty: 5111.750488
	Iteration 151Q: 3 clusters Score -3785537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3785542.250000 Penalty: 5111.750488
	Iteration 152Q: 3 clusters Score -3785542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3785534.750000 Penalty: 5111.750488
	Iteration 153Q: 3 clusters Score -3785535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3785544.000000 Penalty: 5111.750488
	Iteration 154Q: 3 clusters Score -3785544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3785552.500000 Penalty: 5111.750488
	Iteration 155Q: 3 clusters Score -3785552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3785555.750000 Penalty: 5111.750488
	Iteration 156Q: 3 clusters Score -3785556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3785552.000000 Penalty: 5111.750488
	Iteration 157Q: 3 clusters Score -3785552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3785571.500000 Penalty: 5111.750488
	Iteration 158Q: 3 clusters Score -3785572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3785586.500000 Penalty: 5111.750488
	Iteration 159Q: 3 clusters Score -3785586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3785595.000000 Penalty: 5111.750488
	Iteration 160F: 3 clusters Score -3785595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3785596.250000 Penalty: 5111.750488
	Iteration 161Q: 3 clusters Score -3785596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3785604.250000 Penalty: 5111.750488
	Iteration 162Q: 3 clusters Score -3785604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3785615.500000 Penalty: 5111.750488
	Iteration 163Q: 3 clusters Score -3785616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3785610.500000 Penalty: 5111.750488
	Iteration 164Q: 3 clusters Score -3785610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3785623.250000 Penalty: 5111.750488
	Iteration 165Q: 3 clusters Score -3785623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3785636.000000 Penalty: 5111.750488
	Iteration 166Q: 3 clusters Score -3785636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3785633.000000 Penalty: 5111.750488
	Iteration 167Q: 3 clusters Score -3785633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3785653.250000 Penalty: 5111.750488
	Iteration 168Q: 3 clusters Score -3785653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3785641.500000 Penalty: 5111.750488
	Iteration 169Q: 3 clusters Score -3785642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3785645.500000 Penalty: 5111.750488
	Iteration 170Q: 3 clusters Score -3785646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3785665.750000 Penalty: 5111.750488
	Iteration 171Q: 3 clusters Score -3785666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3785684.750000 Penalty: 5111.750488
	Iteration 172Q: 3 clusters Score -3785685 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3785707.750000 Penalty: 5111.750488
	Iteration 173Q: 3 clusters Score -3785708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3785721.250000 Penalty: 5111.750488
	Iteration 174Q: 3 clusters Score -3785721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3785722.750000 Penalty: 5111.750488
	Iteration 175Q: 3 clusters Score -3785723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3785744.000000 Penalty: 5111.750488
	Iteration 176Q: 3 clusters Score -3785744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3785742.750000 Penalty: 5111.750488
	Iteration 177Q: 3 clusters Score -3785743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3785750.500000 Penalty: 5111.750488
	Iteration 178Q: 3 clusters Score -3785750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3785767.250000 Penalty: 5111.750488
	Iteration 179Q: 3 clusters Score -3785767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3785769.750000 Penalty: 5111.750488
	Iteration 180F: 3 clusters Score -3785770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3785775.500000 Penalty: 5111.750488
	Iteration 181Q: 3 clusters Score -3785776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3785782.000000 Penalty: 5111.750488
	Iteration 182Q: 3 clusters Score -3785782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3785789.500000 Penalty: 5111.750488
	Iteration 183Q: 3 clusters Score -3785790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3785799.250000 Penalty: 5111.750488
	Iteration 184Q: 3 clusters Score -3785799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3785806.000000 Penalty: 5111.750488
	Iteration 185Q: 3 clusters Score -3785806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3785819.500000 Penalty: 5111.750488
	Iteration 186Q: 3 clusters Score -3785820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3785812.250000 Penalty: 5111.750488
	Iteration 187Q: 3 clusters Score -3785812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3785840.750000 Penalty: 5111.750488
	Iteration 188Q: 3 clusters Score -3785841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3785849.250000 Penalty: 5111.750488
	Iteration 189Q: 3 clusters Score -3785849 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3785863.000000 Penalty: 5111.750488
	Iteration 190Q: 3 clusters Score -3785863 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3785880.500000 Penalty: 5111.750488
	Iteration 191Q: 3 clusters Score -3785880 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3785886.000000 Penalty: 5111.750488
	Iteration 192Q: 3 clusters Score -3785886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3785904.500000 Penalty: 5111.750488
	Iteration 193Q: 3 clusters Score -3785904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3785922.750000 Penalty: 5111.750488
	Iteration 194Q: 3 clusters Score -3785923 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3785953.000000 Penalty: 5111.750488
	Iteration 195Q: 3 clusters Score -3785953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3785972.750000 Penalty: 5111.750488
	Iteration 196Q: 3 clusters Score -3785973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3785984.500000 Penalty: 5111.750488
	Iteration 197Q: 3 clusters Score -3785984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3786007.750000 Penalty: 5111.750488
	Iteration 198Q: 3 clusters Score -3786008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3786029.500000 Penalty: 5111.750488
	Iteration 199Q: 3 clusters Score -3786030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3786039.250000 Penalty: 5111.750488
	Iteration 200F: 3 clusters Score -3786039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3786043.750000 Penalty: 5111.750488
	Iteration 201Q: 3 clusters Score -3786044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3786053.750000 Penalty: 5111.750488
	Iteration 202Q: 3 clusters Score -3786054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3786066.500000 Penalty: 5111.750488
	Iteration 203Q: 3 clusters Score -3786066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3786066.250000 Penalty: 5111.750488
	Iteration 204Q: 3 clusters Score -3786066 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3786078.250000 Penalty: 5111.750488
	Iteration 205Q: 3 clusters Score -3786078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3786095.500000 Penalty: 5111.750488
	Iteration 206Q: 3 clusters Score -3786096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3786117.500000 Penalty: 5111.750488
	Iteration 207Q: 3 clusters Score -3786118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3786132.250000 Penalty: 5111.750488
	Iteration 208Q: 3 clusters Score -3786132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3786139.500000 Penalty: 5111.750488
	Iteration 209Q: 3 clusters Score -3786140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3786143.500000 Penalty: 5111.750488
	Iteration 210Q: 3 clusters Score -3786144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3786167.500000 Penalty: 5111.750488
	Iteration 211Q: 3 clusters Score -3786168 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3786177.250000 Penalty: 5111.750488
	Iteration 212Q: 3 clusters Score -3786177 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3786197.500000 Penalty: 5111.750488
	Iteration 213Q: 3 clusters Score -3786198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3786213.750000 Penalty: 5111.750488
	Iteration 214Q: 3 clusters Score -3786214 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3786225.000000 Penalty: 5111.750488
	Iteration 215Q: 3 clusters Score -3786225 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3786238.750000 Penalty: 5111.750488
	Iteration 216Q: 3 clusters Score -3786239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3786249.750000 Penalty: 5111.750488
	Iteration 217Q: 3 clusters Score -3786250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3786273.500000 Penalty: 5111.750488
	Iteration 218Q: 3 clusters Score -3786274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3786286.500000 Penalty: 5111.750488
	Iteration 219Q: 3 clusters Score -3786286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3786305.500000 Penalty: 5111.750488
	Iteration 220F: 3 clusters Score -3786306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3786317.750000 Penalty: 5111.750488
	Iteration 221Q: 3 clusters Score -3786318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3786337.000000 Penalty: 5111.750488
	Iteration 222Q: 3 clusters Score -3786337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3786360.750000 Penalty: 5111.750488
	Iteration 223Q: 3 clusters Score -3786361 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3786374.000000 Penalty: 5111.750488
	Iteration 224Q: 3 clusters Score -3786374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3786392.250000 Penalty: 5111.750488
	Iteration 225Q: 3 clusters Score -3786392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3786420.750000 Penalty: 5111.750488
	Iteration 226Q: 3 clusters Score -3786421 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3786451.500000 Penalty: 5111.750488
	Iteration 227Q: 3 clusters Score -3786452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3786480.750000 Penalty: 5111.750488
	Iteration 228Q: 3 clusters Score -3786481 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3786489.750000 Penalty: 5111.750488
	Iteration 229Q: 3 clusters Score -3786490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3786534.750000 Penalty: 5111.750488
	Iteration 230Q: 3 clusters Score -3786535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3786563.250000 Penalty: 5111.750488
	Iteration 231Q: 3 clusters Score -3786563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3786576.500000 Penalty: 5111.750488
	Iteration 232Q: 3 clusters Score -3786576 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3786614.500000 Penalty: 5111.750488
	Iteration 233Q: 3 clusters Score -3786614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3786646.750000 Penalty: 5111.750488
	Iteration 234Q: 3 clusters Score -3786647 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3786647.000000 Penalty: 5111.750488
	Iteration 235Q: 3 clusters Score -3786647 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3786702.500000 Penalty: 5111.750488
	Iteration 236Q: 3 clusters Score -3786702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3786756.000000 Penalty: 5111.750488
	Iteration 237Q: 3 clusters Score -3786756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3786795.250000 Penalty: 5111.750488
	Iteration 238Q: 3 clusters Score -3786795 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3786838.000000 Penalty: 5111.750488
	Iteration 239Q: 3 clusters Score -3786838 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3786871.750000 Penalty: 5111.750488
	Iteration 240F: 3 clusters Score -3786872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3786894.750000 Penalty: 5111.750488
	Iteration 241Q: 3 clusters Score -3786895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3786926.250000 Penalty: 5111.750488
	Iteration 242Q: 3 clusters Score -3786926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3786958.250000 Penalty: 5111.750488
	Iteration 243Q: 3 clusters Score -3786958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3787001.250000 Penalty: 5111.750488
	Iteration 244Q: 3 clusters Score -3787001 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3787047.250000 Penalty: 5111.750488
	Iteration 245Q: 3 clusters Score -3787047 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3787091.500000 Penalty: 5111.750488
	Iteration 246Q: 3 clusters Score -3787092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3787147.250000 Penalty: 5111.750488
	Iteration 247Q: 3 clusters Score -3787147 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3787194.250000 Penalty: 5111.750488
	Iteration 248Q: 3 clusters Score -3787194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3787225.750000 Penalty: 5111.750488
	Iteration 249Q: 3 clusters Score -3787226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3787273.250000 Penalty: 5111.750488
	Iteration 250Q: 3 clusters Score -3787273 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3787302.250000 Penalty: 5111.750488
	Iteration 251Q: 3 clusters Score -3787302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3787331.500000 Penalty: 5111.750488
	Iteration 252Q: 3 clusters Score -3787332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3787342.250000 Penalty: 5111.750488
	Iteration 253Q: 3 clusters Score -3787342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3787365.750000 Penalty: 5111.750488
	Iteration 254Q: 3 clusters Score -3787366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3787390.500000 Penalty: 5111.750488
	Iteration 255Q: 3 clusters Score -3787390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3787420.250000 Penalty: 5111.750488
	Iteration 256Q: 3 clusters Score -3787420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3787431.500000 Penalty: 5111.750488
	Iteration 257Q: 3 clusters Score -3787432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3787452.500000 Penalty: 5111.750488
	Iteration 258Q: 3 clusters Score -3787452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3787469.500000 Penalty: 5111.750488
	Iteration 259Q: 3 clusters Score -3787470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3787465.500000 Penalty: 5111.750488
	Iteration 260F: 3 clusters Score -3787466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3787475.500000 Penalty: 5111.750488
	Iteration 261Q: 3 clusters Score -3787476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3787475.250000 Penalty: 5111.750488
	Iteration 262Q: 3 clusters Score -3787475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3787498.000000 Penalty: 5111.750488
	Iteration 263Q: 3 clusters Score -3787498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3787515.750000 Penalty: 5111.750488
	Iteration 264Q: 3 clusters Score -3787516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3787520.500000 Penalty: 5111.750488
	Iteration 265Q: 3 clusters Score -3787520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3787522.250000 Penalty: 5111.750488
	Iteration 266Q: 3 clusters Score -3787522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3787532.500000 Penalty: 5111.750488
	Iteration 267Q: 3 clusters Score -3787532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3787559.750000 Penalty: 5111.750488
	Iteration 268Q: 3 clusters Score -3787560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3787571.000000 Penalty: 5111.750488
	Iteration 269Q: 3 clusters Score -3787571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3787580.500000 Penalty: 5111.750488
	Iteration 270Q: 3 clusters Score -3787580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3787597.750000 Penalty: 5111.750488
	Iteration 271Q: 3 clusters Score -3787598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3787609.000000 Penalty: 5111.750488
	Iteration 272Q: 3 clusters Score -3787609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3787609.750000 Penalty: 5111.750488
	Iteration 273Q: 3 clusters Score -3787610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3787619.750000 Penalty: 5111.750488
	Iteration 274Q: 3 clusters Score -3787620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3787623.000000 Penalty: 5111.750488
	Iteration 275Q: 3 clusters Score -3787623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3787633.000000 Penalty: 5111.750488
	Iteration 276Q: 3 clusters Score -3787633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3787635.250000 Penalty: 5111.750488
	Iteration 277Q: 3 clusters Score -3787635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3787643.500000 Penalty: 5111.750488
	Iteration 278Q: 3 clusters Score -3787644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3787649.750000 Penalty: 5111.750488
	Iteration 279Q: 3 clusters Score -3787650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3787664.000000 Penalty: 5111.750488
	Iteration 280F: 3 clusters Score -3787664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3787663.750000 Penalty: 5111.750488
	Iteration 281Q: 3 clusters Score -3787664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3787669.000000 Penalty: 5111.750488
	Iteration 282Q: 3 clusters Score -3787669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3787670.250000 Penalty: 5111.750488
	Iteration 283Q: 3 clusters Score -3787670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3787680.750000 Penalty: 5111.750488
	Iteration 284Q: 3 clusters Score -3787681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3787684.500000 Penalty: 5111.750488
	Iteration 285Q: 3 clusters Score -3787684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3787689.750000 Penalty: 5111.750488
	Iteration 286Q: 3 clusters Score -3787690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3787690.000000 Penalty: 5111.750488
	Iteration 287Q: 3 clusters Score -3787690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3787693.000000 Penalty: 5111.750488
	Iteration 288Q: 3 clusters Score -3787693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3787699.500000 Penalty: 5111.750488
	Iteration 289Q: 3 clusters Score -3787700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3787698.250000 Penalty: 5111.750488
	Iteration 290Q: 3 clusters Score -3787698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3787702.750000 Penalty: 5111.750488
	Iteration 291Q: 3 clusters Score -3787703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3787714.000000 Penalty: 5111.750488
	Iteration 292Q: 3 clusters Score -3787714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3787720.250000 Penalty: 5111.750488
	Iteration 293Q: 3 clusters Score -3787720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3787728.500000 Penalty: 5111.750488
	Iteration 294Q: 3 clusters Score -3787728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3787728.750000 Penalty: 5111.750488
	Iteration 295Q: 3 clusters Score -3787729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3787735.000000 Penalty: 5111.750488
	Iteration 296Q: 3 clusters Score -3787735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3787732.500000 Penalty: 5111.750488
	Iteration 297Q: 3 clusters Score -3787732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3787738.250000 Penalty: 5111.750488
	Iteration 298Q: 3 clusters Score -3787738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3787740.500000 Penalty: 5111.750488
	Iteration 299Q: 3 clusters Score -3787740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3787752.000000 Penalty: 5111.750488
	Iteration 300F: 3 clusters Score -3787752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3787755.000000 Penalty: 5111.750488
	Iteration 301Q: 3 clusters Score -3787755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3787760.750000 Penalty: 5111.750488
	Iteration 302Q: 3 clusters Score -3787761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3787767.750000 Penalty: 5111.750488
	Iteration 303Q: 3 clusters Score -3787768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3787770.750000 Penalty: 5111.750488
	Iteration 304Q: 3 clusters Score -3787771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3787766.250000 Penalty: 5111.750488
	Iteration 305Q: 3 clusters Score -3787766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3787769.000000 Penalty: 5111.750488
	Iteration 306Q: 3 clusters Score -3787769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3787771.750000 Penalty: 5111.750488
	Iteration 307Q: 3 clusters Score -3787772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3787782.750000 Penalty: 5111.750488
	Iteration 308Q: 3 clusters Score -3787783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3787787.000000 Penalty: 5111.750488
	Iteration 309Q: 3 clusters Score -3787787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3787783.000000 Penalty: 5111.750488
	Iteration 310Q: 3 clusters Score -3787783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3787790.500000 Penalty: 5111.750488
	Iteration 311Q: 3 clusters Score -3787790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3787786.750000 Penalty: 5111.750488
	Iteration 312Q: 3 clusters Score -3787787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3787795.000000 Penalty: 5111.750488
	Iteration 313Q: 3 clusters Score -3787795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3787791.750000 Penalty: 5111.750488
	Iteration 314Q: 3 clusters Score -3787792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3787788.750000 Penalty: 5111.750488
	Iteration 315Q: 3 clusters Score -3787789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3787793.250000 Penalty: 5111.750488
	Iteration 316Q: 3 clusters Score -3787793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3787788.000000 Penalty: 5111.750488
	Iteration 317Q: 3 clusters Score -3787788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3787788.000000 Penalty: 5111.750488
	Iteration 318Q: 3 clusters Score -3787788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3787786.750000 Penalty: 5111.750488
	Iteration 319Q: 3 clusters Score -3787787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3787787.750000 Penalty: 5111.750488
	Iteration 320F: 3 clusters Score -3787788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3787792.000000 Penalty: 5111.750488
	Iteration 321Q: 3 clusters Score -3787792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3787792.000000 Penalty: 5111.750488
	Iteration 322Q: 3 clusters Score -3787792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3787793.000000 Penalty: 5111.750488
	Iteration 323Q: 3 clusters Score -3787793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3787791.000000 Penalty: 5111.750488
	Iteration 324Q: 3 clusters Score -3787791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3787792.250000 Penalty: 5111.750488
	Iteration 325Q: 3 clusters Score -3787792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3787792.000000 Penalty: 5111.750488
	Iteration 326Q: 3 clusters Score -3787792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3787793.250000 Penalty: 5111.750488
	Iteration 327Q: 3 clusters Score -3787793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3787794.500000 Penalty: 5111.750488
	Iteration 328Q: 3 clusters Score -3787794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3787796.750000 Penalty: 5111.750488
	Iteration 329Q: 3 clusters Score -3787797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3787793.750000 Penalty: 5111.750488
	Iteration 330Q: 3 clusters Score -3787794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3787794.250000 Penalty: 5111.750488
	Iteration 331Q: 3 clusters Score -3787794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3787803.500000 Penalty: 5111.750488
	Iteration 332Q: 3 clusters Score -3787804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3787797.500000 Penalty: 5111.750488
	Iteration 333Q: 3 clusters Score -3787798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3787799.000000 Penalty: 5111.750488
	Iteration 334Q: 3 clusters Score -3787799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3787799.500000 Penalty: 5111.750488
	Iteration 335Q: 3 clusters Score -3787800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3787800.500000 Penalty: 5111.750488
	Iteration 336Q: 3 clusters Score -3787800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3787798.000000 Penalty: 5111.750488
	Iteration 337Q: 3 clusters Score -3787798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3787799.750000 Penalty: 5111.750488
	Iteration 338Q: 3 clusters Score -3787800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3787801.500000 Penalty: 5111.750488
	Iteration 339Q: 3 clusters Score -3787802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3787802.500000 Penalty: 5111.750488
	Iteration 340F: 3 clusters Score -3787802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3787801.000000 Penalty: 5111.750488
	Iteration 341Q: 3 clusters Score -3787801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3787801.500000 Penalty: 5111.750488
	Iteration 342Q: 3 clusters Score -3787802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3787805.750000 Penalty: 5111.750488
	Iteration 343Q: 3 clusters Score -3787806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3787802.750000 Penalty: 5111.750488
	Iteration 344Q: 3 clusters Score -3787803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3787808.500000 Penalty: 5111.750488
	Iteration 345Q: 3 clusters Score -3787808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3787804.500000 Penalty: 5111.750488
	Iteration 346Q: 3 clusters Score -3787804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3787803.750000 Penalty: 5111.750488
	Iteration 347Q: 3 clusters Score -3787804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3787807.000000 Penalty: 5111.750488
	Iteration 348Q: 3 clusters Score -3787807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3787805.250000 Penalty: 5111.750488
	Iteration 349Q: 3 clusters Score -3787805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3787811.000000 Penalty: 5111.750488
	Iteration 350Q: 3 clusters Score -3787811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3787811.500000 Penalty: 5111.750488
	Iteration 351Q: 3 clusters Score -3787812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3787815.250000 Penalty: 5111.750488
	Iteration 352Q: 3 clusters Score -3787815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3787815.500000 Penalty: 5111.750488
	Iteration 353Q: 3 clusters Score -3787816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3787816.500000 Penalty: 5111.750488
	Iteration 354Q: 3 clusters Score -3787816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3787815.250000 Penalty: 5111.750488
	Iteration 355Q: 3 clusters Score -3787815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3787815.750000 Penalty: 5111.750488
	Iteration 356Q: 3 clusters Score -3787816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3787814.000000 Penalty: 5111.750488
	Iteration 357Q: 3 clusters Score -3787814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3787819.500000 Penalty: 5111.750488
	Iteration 358Q: 3 clusters Score -3787820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3787820.250000 Penalty: 5111.750488
	Iteration 359Q: 3 clusters Score -3787820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3787820.500000 Penalty: 5111.750488
	Iteration 360F: 3 clusters Score -3787820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3787820.500000 Penalty: 5111.750488
	Iteration 361Q: 3 clusters Score -3787820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3787820.000000 Penalty: 5111.750488
	Iteration 362Q: 3 clusters Score -3787820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3787820.750000 Penalty: 5111.750488
	Iteration 363Q: 3 clusters Score -3787821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3787819.750000 Penalty: 5111.750488
	Iteration 364Q: 3 clusters Score -3787820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3787821.750000 Penalty: 5111.750488
	Iteration 365Q: 3 clusters Score -3787822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3787822.500000 Penalty: 5111.750488
	Iteration 366Q: 3 clusters Score -3787822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3787823.500000 Penalty: 5111.750488
	Iteration 367Q: 3 clusters Score -3787824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3787826.250000 Penalty: 5111.750488
	Iteration 368Q: 3 clusters Score -3787826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3787826.250000 Penalty: 5111.750488
	Iteration 369F: 3 clusters Score -3787826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -711061.437500 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -711061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -705936.687500 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -705936.7 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -707290.312500 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -707290.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -707523.687500 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -707523.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -707694.812500 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -707694.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -707853.750000 Penalty: 4307.295410
	Iteration 4Q: 3 clusters Score -707853.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -707999.812500 Penalty: 4307.295410
	Iteration 5Q: 3 clusters Score -707999.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -708149.312500 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -708149.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -708255.687500 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -708255.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -708356.250000 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -708356.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -708449.812500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -708449.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -708519.062500 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -708519.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -708579.687500 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -708579.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -708628.562500 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -708628.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -708673.125000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -708673.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -708723.625000 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -708723.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -708760.062500 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -708760.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -708784.375000 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -708784.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -708807.062500 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -708807.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -708825.812500 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -708825.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -708843.812500 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -708843.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -708856.812500 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -708856.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -708867.437500 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -708867.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -708874.125000 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -708874.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -708890.000000 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -708890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -708899.875000 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -708899.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -708908.187500 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -708908.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -708924.187500 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -708924.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -708937.750000 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -708937.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -708950.312500 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -708950.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -708959.875000 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -708959.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -708967.875000 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -708967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -708972.500000 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -708972.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -708977.125000 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -708977.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -708984.562500 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -708984.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -708991.437500 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -708991.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -709000.000000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -709000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -709006.562500 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -709006.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -709013.500000 Penalty: 4307.295410
	Iteration 37Q: 3 clusters Score -709013.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -709023.375000 Penalty: 4307.295410
	Iteration 38Q: 3 clusters Score -709023.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -709032.625000 Penalty: 4307.295410
	Iteration 39Q: 3 clusters Score -709032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -709039.312500 Penalty: 4307.295410
	Iteration 40F: 3 clusters Score -709039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -709046.625000 Penalty: 4307.295410
	Iteration 41Q: 3 clusters Score -709046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -709054.437500 Penalty: 4307.295410
	Iteration 42Q: 3 clusters Score -709054.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -709060.250000 Penalty: 4307.295410
	Iteration 43Q: 3 clusters Score -709060.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -709069.187500 Penalty: 4307.295410
	Iteration 44Q: 3 clusters Score -709069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -709077.500000 Penalty: 4307.295410
	Iteration 45Q: 3 clusters Score -709077.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -709089.250000 Penalty: 4307.295410
	Iteration 46Q: 3 clusters Score -709089.2 nChanged 22
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: -709095.562500 Penalty: 4307.295410
	Iteration 47Q: 3 clusters Score -709095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -709098.375000 Penalty: 4307.295410
	Iteration 48Q: 3 clusters Score -709098.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -709102.812500 Penalty: 4307.295410
	Iteration 49Q: 3 clusters Score -709102.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -709105.125000 Penalty: 4307.295410
	Iteration 50Q: 3 clusters Score -709105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -709111.000000 Penalty: 4307.295410
	Iteration 51Q: 3 clusters Score -709111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709115.312500 Penalty: 4307.295410
	Iteration 52Q: 3 clusters Score -709115.3 nChanged 19
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: -709120.500000 Penalty: 4307.295410
	Iteration 53Q: 3 clusters Score -709120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -709128.500000 Penalty: 4307.295410
	Iteration 54Q: 3 clusters Score -709128.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -709135.062500 Penalty: 4307.295410
	Iteration 55Q: 3 clusters Score -709135.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -709140.187500 Penalty: 4307.295410
	Iteration 56Q: 3 clusters Score -709140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -709143.687500 Penalty: 4307.295410
	Iteration 57Q: 3 clusters Score -709143.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -709146.625000 Penalty: 4307.295410
	Iteration 58Q: 3 clusters Score -709146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -709148.500000 Penalty: 4307.295410
	Iteration 59Q: 3 clusters Score -709148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -709153.437500 Penalty: 4307.295410
	Iteration 60F: 3 clusters Score -709153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -709155.437500 Penalty: 4307.295410
	Iteration 61Q: 3 clusters Score -709155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -709154.812500 Penalty: 4307.295410
	Iteration 62Q: 3 clusters Score -709154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -709156.062500 Penalty: 4307.295410
	Iteration 63Q: 3 clusters Score -709156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -709156.500000 Penalty: 4307.295410
	Iteration 64Q: 3 clusters Score -709156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -709156.500000 Penalty: 4307.295410
	Iteration 65F: 3 clusters Score -709156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Entering Unmasked Estep 
Score: -1780273.500000 Penalty: 2377.080811
	Iteration 0F: 2 clusters Score -1780274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1769645.875000 Penalty: 4754.161621
	Iteration 0F: 3 clusters Score -1769646 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1772987.500000 Penalty: 4754.161621
	Iteration 1F: 3 clusters Score -1772988 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1773343.000000 Penalty: 4754.161621
	Iteration 2F: 3 clusters Score -1773343 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1773676.375000 Penalty: 4754.161621
	Iteration 3Q: 3 clusters Score -1773676 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1774059.250000 Penalty: 4754.161621
	Iteration 4Q: 3 clusters Score -1774059 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1774548.500000 Penalty: 4754.161621
	Iteration 5F: 3 clusters Score -1774548 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1775088.875000 Penalty: 4754.161621
	Iteration 6F: 3 clusters Score -1775089 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1775736.250000 Penalty: 4754.161621
	Iteration 7F: 3 clusters Score -1775736 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1776500.000000 Penalty: 4754.161621
	Iteration 8F: 3 clusters Score -1776500 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1777203.875000 Penalty: 4754.161621
	Iteration 9F: 3 clusters Score -1777204 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1777742.250000 Penalty: 4754.161621
	Iteration 10Q: 3 clusters Score -1777742 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1778139.125000 Penalty: 4754.161621
	Iteration 11Q: 3 clusters Score -1778139 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1778441.500000 Penalty: 4754.161621
	Iteration 12Q: 3 clusters Score -1778442 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1778687.250000 Penalty: 4754.161621
	Iteration 13Q: 3 clusters Score -1778687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1778838.125000 Penalty: 4754.161621
	Iteration 14Q: 3 clusters Score -1778838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1778962.125000 Penalty: 4754.161621
	Iteration 15Q: 3 clusters Score -1778962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1779067.125000 Penalty: 4754.161621
	Iteration 16Q: 3 clusters Score -1779067 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1779138.250000 Penalty: 4754.161621
	Iteration 17Q: 3 clusters Score -1779138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1779186.625000 Penalty: 4754.161621
	Iteration 18Q: 3 clusters Score -1779187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1779230.000000 Penalty: 4754.161621
	Iteration 19Q: 3 clusters Score -1779230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1779262.250000 Penalty: 4754.161621
	Iteration 20F: 3 clusters Score -1779262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1779284.250000 Penalty: 4754.161621
	Iteration 21Q: 3 clusters Score -1779284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1779310.875000 Penalty: 4754.161621
	Iteration 22Q: 3 clusters Score -1779311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1779319.250000 Penalty: 4754.161621
	Iteration 23Q: 3 clusters Score -1779319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1779327.875000 Penalty: 4754.161621
	Iteration 24Q: 3 clusters Score -1779328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1779334.250000 Penalty: 4754.161621
	Iteration 25Q: 3 clusters Score -1779334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1779339.250000 Penalty: 4754.161621
	Iteration 26Q: 3 clusters Score -1779339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1779341.500000 Penalty: 4754.161621
	Iteration 27Q: 3 clusters Score -1779342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1779347.375000 Penalty: 4754.161621
	Iteration 28Q: 3 clusters Score -1779347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1779350.250000 Penalty: 4754.161621
	Iteration 29Q: 3 clusters Score -1779350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1779353.875000 Penalty: 4754.161621
	Iteration 30Q: 3 clusters Score -1779354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1779355.000000 Penalty: 4754.161621
	Iteration 31Q: 3 clusters Score -1779355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1779353.750000 Penalty: 4754.161621
	Iteration 32Q: 3 clusters Score -1779354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1779353.000000 Penalty: 4754.161621
	Iteration 33Q: 3 clusters Score -1779353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1779358.250000 Penalty: 4754.161621
	Iteration 34Q: 3 clusters Score -1779358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1779363.625000 Penalty: 4754.161621
	Iteration 35Q: 3 clusters Score -1779364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1779363.750000 Penalty: 4754.161621
	Iteration 36Q: 3 clusters Score -1779364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1779363.750000 Penalty: 4754.161621
	Iteration 37F: 3 clusters Score -1779364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -39287.199219 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -39287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37928.699219 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -37928.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38254.500000 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -38254.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38476.316406 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -38476.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38687.023438 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -38687.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38872.984375 Penalty: 2984.013916
	Iteration 4F: 3 clusters Score -38872.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39102.210938 Penalty: 2984.013916
	Iteration 5F: 3 clusters Score -39102.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39277.480469 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39277.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39325.675781 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39325.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39350.015625 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39350.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39370.996094 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39375.941406 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39375.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39375.941406 Penalty: 2984.013916
	Iteration 11F: 3 clusters Score -39375.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 118 members 
Entering Unmasked Estep 
Score: -142007856.000000 Penalty: 166335.640625
Splitting cluster 22 changes total score from -142009696.000000 to -142007856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Entering Unmasked Estep 
Score: -1121033.500000 Penalty: 2257.621338
	Iteration 0F: 2 clusters Score -1121034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1114042.250000 Penalty: 4515.242676
	Iteration 0F: 3 clusters Score -1114042 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1116146.000000 Penalty: 4515.242676
	Iteration 1F: 3 clusters Score -1116146 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1116472.125000 Penalty: 4515.242676
	Iteration 2F: 3 clusters Score -1116472 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1116703.500000 Penalty: 4515.242676
	Iteration 3F: 3 clusters Score -1116704 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1116905.000000 Penalty: 4515.242676
	Iteration 4Q: 3 clusters Score -1116905 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1117083.250000 Penalty: 4515.242676
	Iteration 5Q: 3 clusters Score -1117083 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1117243.750000 Penalty: 4515.242676
	Iteration 6Q: 3 clusters Score -1117244 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1117424.000000 Penalty: 4515.242676
	Iteration 7Q: 3 clusters Score -1117424 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1117594.625000 Penalty: 4515.242676
	Iteration 8Q: 3 clusters Score -1117595 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1117746.875000 Penalty: 4515.242676
	Iteration 9Q: 3 clusters Score -1117747 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1117898.875000 Penalty: 4515.242676
	Iteration 10Q: 3 clusters Score -1117899 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1118034.125000 Penalty: 4515.242676
	Iteration 11Q: 3 clusters Score -1118034 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1118163.500000 Penalty: 4515.242676
	Iteration 12Q: 3 clusters Score -1118164 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1118273.250000 Penalty: 4515.242676
	Iteration 13Q: 3 clusters Score -1118273 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1118378.375000 Penalty: 4515.242676
	Iteration 14Q: 3 clusters Score -1118378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1118475.625000 Penalty: 4515.242676
	Iteration 15Q: 3 clusters Score -1118476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1118556.750000 Penalty: 4515.242676
	Iteration 16Q: 3 clusters Score -1118557 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1118594.875000 Penalty: 4515.242676
	Iteration 17Q: 3 clusters Score -1118595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1118622.875000 Penalty: 4515.242676
	Iteration 18Q: 3 clusters Score -1118623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1118644.625000 Penalty: 4515.242676
	Iteration 19Q: 3 clusters Score -1118645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1118667.000000 Penalty: 4515.242676
	Iteration 20F: 3 clusters Score -1118667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1118683.250000 Penalty: 4515.242676
	Iteration 21Q: 3 clusters Score -1118683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1118700.750000 Penalty: 4515.242676
	Iteration 22Q: 3 clusters Score -1118701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1118717.250000 Penalty: 4515.242676
	Iteration 23Q: 3 clusters Score -1118717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1118729.750000 Penalty: 4515.242676
	Iteration 24Q: 3 clusters Score -1118730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1118736.375000 Penalty: 4515.242676
	Iteration 25Q: 3 clusters Score -1118736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1118740.500000 Penalty: 4515.242676
	Iteration 26Q: 3 clusters Score -1118740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1118737.875000 Penalty: 4515.242676
	Iteration 27Q: 3 clusters Score -1118738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1118741.750000 Penalty: 4515.242676
	Iteration 28Q: 3 clusters Score -1118742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1118744.750000 Penalty: 4515.242676
	Iteration 29Q: 3 clusters Score -1118745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1118743.125000 Penalty: 4515.242676
	Iteration 30Q: 3 clusters Score -1118743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1118746.250000 Penalty: 4515.242676
	Iteration 31Q: 3 clusters Score -1118746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1118746.750000 Penalty: 4515.242676
	Iteration 32Q: 3 clusters Score -1118747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1118748.250000 Penalty: 4515.242676
	Iteration 33Q: 3 clusters Score -1118748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1118746.125000 Penalty: 4515.242676
	Iteration 34Q: 3 clusters Score -1118746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1118746.875000 Penalty: 4515.242676
	Iteration 35Q: 3 clusters Score -1118747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1118747.750000 Penalty: 4515.242676
	Iteration 36Q: 3 clusters Score -1118748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1118748.500000 Penalty: 4515.242676
	Iteration 37Q: 3 clusters Score -1118748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1118750.375000 Penalty: 4515.242676
	Iteration 38Q: 3 clusters Score -1118750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1118750.875000 Penalty: 4515.242676
	Iteration 39Q: 3 clusters Score -1118751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1118751.500000 Penalty: 4515.242676
	Iteration 40F: 3 clusters Score -1118752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1118753.875000 Penalty: 4515.242676
	Iteration 41Q: 3 clusters Score -1118754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1118753.375000 Penalty: 4515.242676
	Iteration 42Q: 3 clusters Score -1118753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1118753.500000 Penalty: 4515.242676
	Iteration 43Q: 3 clusters Score -1118754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1118751.500000 Penalty: 4515.242676
	Iteration 44Q: 3 clusters Score -1118752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1118751.125000 Penalty: 4515.242676
	Iteration 45Q: 3 clusters Score -1118751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1118752.375000 Penalty: 4515.242676
	Iteration 46Q: 3 clusters Score -1118752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1118753.625000 Penalty: 4515.242676
	Iteration 47Q: 3 clusters Score -1118754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1118753.250000 Penalty: 4515.242676
	Iteration 48Q: 3 clusters Score -1118753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1118754.875000 Penalty: 4515.242676
	Iteration 49Q: 3 clusters Score -1118755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1118755.625000 Penalty: 4515.242676
	Iteration 50Q: 3 clusters Score -1118756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1118754.875000 Penalty: 4515.242676
	Iteration 51Q: 3 clusters Score -1118755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1118754.375000 Penalty: 4515.242676
	Iteration 52Q: 3 clusters Score -1118754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1118753.500000 Penalty: 4515.242676
	Iteration 53Q: 3 clusters Score -1118754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1118755.875000 Penalty: 4515.242676
	Iteration 54Q: 3 clusters Score -1118756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1118756.625000 Penalty: 4515.242676
	Iteration 55Q: 3 clusters Score -1118757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1118756.625000 Penalty: 4515.242676
	Iteration 56F: 3 clusters Score -1118757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -638605.187500 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -638605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -633951.125000 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -633951.1 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -635105.187500 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -635105.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -635421.250000 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -635421.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -635635.312500 Penalty: 4253.990234
	Iteration 3F: 3 clusters Score -635635.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -635806.812500 Penalty: 4253.990234
	Iteration 4Q: 3 clusters Score -635806.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -635963.625000 Penalty: 4253.990234
	Iteration 5Q: 3 clusters Score -635963.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -636126.062500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -636126.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -636315.500000 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -636315.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -636497.562500 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -636497.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -636636.500000 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -636636.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -636727.375000 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -636727.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -636814.250000 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -636814.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -636887.000000 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -636887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -636955.875000 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -636955.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -637013.250000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -637013.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -637052.937500 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -637052.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -637086.750000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -637086.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -637109.625000 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -637109.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -637124.625000 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -637124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -637133.937500 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -637133.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -637145.437500 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -637145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -637153.375000 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -637153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -637160.562500 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -637160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -637167.750000 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -637167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -637176.000000 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -637176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -637183.312500 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -637183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -637186.812500 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -637186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -637189.937500 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -637189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -637195.437500 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -637195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -637201.500000 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -637201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -637204.125000 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -637204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -637207.812500 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -637207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -637213.062500 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -637213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -637218.062500 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -637218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -637222.125000 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -637222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -637226.437500 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -637226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -637231.312500 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -637231.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -637240.000000 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -637240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -637244.312500 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -637244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -637247.562500 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -637247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -637248.625000 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -637248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -637249.812500 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -637249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -637250.687500 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -637250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -637250.687500 Penalty: 4253.990234
	Iteration 43F: 3 clusters Score -637250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1413751.500000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -1413752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1405313.000000 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -1405313 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1407749.750000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -1407750 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1408054.625000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -1408055 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1408262.125000 Penalty: 4625.026855
	Iteration 3Q: 3 clusters Score -1408262 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1408429.125000 Penalty: 4625.026855
	Iteration 4Q: 3 clusters Score -1408429 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1408573.375000 Penalty: 4625.026855
	Iteration 5Q: 3 clusters Score -1408573 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1408683.625000 Penalty: 4625.026855
	Iteration 6Q: 3 clusters Score -1408684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1408764.125000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -1408764 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1408836.500000 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -1408836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1408896.500000 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -1408896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1408950.000000 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -1408950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1409013.000000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -1409013 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1409070.875000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -1409071 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1409135.625000 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -1409136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1409243.500000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -1409244 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1409349.500000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -1409350 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1409497.375000 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -1409497 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1409684.375000 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -1409684 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1409883.625000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -1409884 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1410095.125000 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -1410095 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1410290.625000 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -1410291 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1410464.500000 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -1410464 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1410599.625000 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -1410600 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1410708.125000 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -1410708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1410788.875000 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -1410789 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1410861.375000 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -1410861 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1410916.875000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -1410917 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1410968.250000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -1410968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1411025.000000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -1411025 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1411076.125000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -1411076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1411130.125000 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -1411130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1411188.875000 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -1411189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1411240.500000 Penalty: 4625.026855
	Iteration 32Q: 3 clusters Score -1411240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1411300.250000 Penalty: 4625.026855
	Iteration 33Q: 3 clusters Score -1411300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1411362.750000 Penalty: 4625.026855
	Iteration 34Q: 3 clusters Score -1411363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1411429.250000 Penalty: 4625.026855
	Iteration 35Q: 3 clusters Score -1411429 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1411508.750000 Penalty: 4625.026855
	Iteration 36Q: 3 clusters Score -1411509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1411572.875000 Penalty: 4625.026855
	Iteration 37Q: 3 clusters Score -1411573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1411632.125000 Penalty: 4625.026855
	Iteration 38Q: 3 clusters Score -1411632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1411687.250000 Penalty: 4625.026855
	Iteration 39Q: 3 clusters Score -1411687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1411758.625000 Penalty: 4625.026855
	Iteration 40F: 3 clusters Score -1411759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1411848.000000 Penalty: 4625.026855
	Iteration 41Q: 3 clusters Score -1411848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1411958.500000 Penalty: 4625.026855
	Iteration 42Q: 3 clusters Score -1411958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1412074.125000 Penalty: 4625.026855
	Iteration 43Q: 3 clusters Score -1412074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1412220.875000 Penalty: 4625.026855
	Iteration 44Q: 3 clusters Score -1412221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1412349.875000 Penalty: 4625.026855
	Iteration 45Q: 3 clusters Score -1412350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1412475.375000 Penalty: 4625.026855
	Iteration 46Q: 3 clusters Score -1412475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1412568.500000 Penalty: 4625.026855
	Iteration 47Q: 3 clusters Score -1412568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1412617.375000 Penalty: 4625.026855
	Iteration 48Q: 3 clusters Score -1412617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1412649.625000 Penalty: 4625.026855
	Iteration 49Q: 3 clusters Score -1412650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1412669.750000 Penalty: 4625.026855
	Iteration 50Q: 3 clusters Score -1412670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1412685.875000 Penalty: 4625.026855
	Iteration 51Q: 3 clusters Score -1412686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1412694.875000 Penalty: 4625.026855
	Iteration 52Q: 3 clusters Score -1412695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1412700.000000 Penalty: 4625.026855
	Iteration 53Q: 3 clusters Score -1412700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1412703.625000 Penalty: 4625.026855
	Iteration 54Q: 3 clusters Score -1412704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1412707.500000 Penalty: 4625.026855
	Iteration 55Q: 3 clusters Score -1412708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1412711.500000 Penalty: 4625.026855
	Iteration 56Q: 3 clusters Score -1412712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1412716.750000 Penalty: 4625.026855
	Iteration 57Q: 3 clusters Score -1412717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1412721.875000 Penalty: 4625.026855
	Iteration 58Q: 3 clusters Score -1412722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1412722.500000 Penalty: 4625.026855
	Iteration 59Q: 3 clusters Score -1412722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1412725.625000 Penalty: 4625.026855
	Iteration 60F: 3 clusters Score -1412726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1412730.000000 Penalty: 4625.026855
	Iteration 61Q: 3 clusters Score -1412730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1412728.375000 Penalty: 4625.026855
	Iteration 62Q: 3 clusters Score -1412728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1412731.375000 Penalty: 4625.026855
	Iteration 63Q: 3 clusters Score -1412731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1412730.750000 Penalty: 4625.026855
	Iteration 64Q: 3 clusters Score -1412731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1412732.125000 Penalty: 4625.026855
	Iteration 65Q: 3 clusters Score -1412732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1412730.875000 Penalty: 4625.026855
	Iteration 66Q: 3 clusters Score -1412731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1412730.875000 Penalty: 4625.026855
	Iteration 67F: 3 clusters Score -1412731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -596165.937500 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -596165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -591597.562500 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -591597.6 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -592860.000000 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -592860 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -593158.187500 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -593158.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -593345.750000 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -593345.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -593516.687500 Penalty: 4243.026367
	Iteration 4Q: 3 clusters Score -593516.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -593645.750000 Penalty: 4243.026367
	Iteration 5Q: 3 clusters Score -593645.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -593732.625000 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -593732.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -593812.562500 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -593812.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -593902.562500 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -593902.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -594000.187500 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -594000.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -594098.937500 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -594098.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -594224.812500 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -594224.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -594342.875000 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -594342.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -594460.750000 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -594460.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -594563.312500 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -594563.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -594655.312500 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -594655.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -594724.500000 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -594724.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -594782.500000 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -594782.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -594843.000000 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -594843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -594892.000000 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -594892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -594934.625000 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -594934.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -594969.375000 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -594969.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -594998.937500 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -594998.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -595022.000000 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -595022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -595037.812500 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -595037.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -595049.625000 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -595049.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -595060.750000 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -595060.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -595070.875000 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -595070.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -595080.625000 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -595080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -595087.187500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -595087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -595089.625000 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -595089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -595092.562500 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -595092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -595095.562500 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -595095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -595098.312500 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -595098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -595103.437500 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -595103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -595112.312500 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -595112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -595116.812500 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -595116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -595121.437500 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -595121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -595122.500000 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -595122.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -595125.687500 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -595125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -595126.625000 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -595126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -595128.625000 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -595128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -595129.812500 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -595129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -595129.750000 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -595129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -595128.937500 Penalty: 4243.026367
	Iteration 44Q: 3 clusters Score -595128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -595129.875000 Penalty: 4243.026367
	Iteration 45Q: 3 clusters Score -595129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -595129.250000 Penalty: 4243.026367
	Iteration 46Q: 3 clusters Score -595129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -595129.250000 Penalty: 4243.026367
	Iteration 47F: 3 clusters Score -595129.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -61390.558594 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -61390.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59843.144531 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -59843.14 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60074.070312 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -60074.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60138.640625 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -60138.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60173.812500 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -60173.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60179.875000 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -60179.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60188.628906 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -60188.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60188.628906 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -60188.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Entering Unmasked Estep 
Score: -3210258.000000 Penalty: 2521.636475
	Iteration 0F: 2 clusters Score -3210258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3192172.000000 Penalty: 5043.272949
	Iteration 0F: 3 clusters Score -3192172 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3198547.500000 Penalty: 5043.272949
	Iteration 1F: 3 clusters Score -3198548 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3199135.000000 Penalty: 5043.272949
	Iteration 2F: 3 clusters Score -3199135 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3199735.000000 Penalty: 5043.272949
	Iteration 3F: 3 clusters Score -3199735 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3200378.250000 Penalty: 5043.272949
	Iteration 4F: 3 clusters Score -3200378 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 13543 members 
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Mstep: Class 2 contains 13409 members 
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Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3206255 nChanged 533
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Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13424 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3206696.750000 Penalty: 5043.272949
	Iteration 20F: 3 clusters Score -3206697 nChanged 144
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Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3206724 nChanged 133
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Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3206735 nChanged 104
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Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3206751 nChanged 102
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3206756 nChanged 96
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Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3206756 nChanged 77
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Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3206777 nChanged 59
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Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3206794 nChanged 59
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Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3206788 nChanged 54
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Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3206794 nChanged 68
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Mstep: Class 2 contains 12193 members 
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	Iteration 31Q: 3 clusters Score -3206792 nChanged 70
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Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3206806 nChanged 67
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Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3206811.750000 Penalty: 5043.272949
	Iteration 33Q: 3 clusters Score -3206812 nChanged 75
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	Iteration 34Q: 3 clusters Score -3206828 nChanged 72
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3206840 nChanged 70
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	Iteration 37Q: 3 clusters Score -3206859 nChanged 79
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Mstep: Class 2 contains 11864 members 
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Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 11794 members 
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	Iteration 40F: 3 clusters Score -3206886 nChanged 82
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Mstep: Class 2 contains 11605 members 
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	Iteration 43Q: 3 clusters Score -3206914 nChanged 90
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3206948 nChanged 108
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Mstep: Class 2 contains 11179 members 
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	Iteration 48Q: 3 clusters Score -3206984 nChanged 141
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3206992 nChanged 154
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	Iteration 50Q: 3 clusters Score -3207022 nChanged 163
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	Iteration 60F: 3 clusters Score -3207757 nChanged 310
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	Iteration 71Q: 3 clusters Score -3209039 nChanged 211
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	Iteration 73Q: 3 clusters Score -3209172 nChanged 144
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	Iteration 76Q: 3 clusters Score -3209304 nChanged 98
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	Iteration 78Q: 3 clusters Score -3209344 nChanged 67
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	Iteration 80F: 3 clusters Score -3209358 nChanged 52
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	Iteration 81Q: 3 clusters Score -3209374 nChanged 48
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	Iteration 82Q: 3 clusters Score -3209383 nChanged 55
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	Iteration 83Q: 3 clusters Score -3209394 nChanged 54
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	Iteration 84Q: 3 clusters Score -3209398 nChanged 40
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	Iteration 85Q: 3 clusters Score -3209413 nChanged 27
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	Iteration 86Q: 3 clusters Score -3209419 nChanged 21
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	Iteration 87Q: 3 clusters Score -3209416 nChanged 23
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	Iteration 89Q: 3 clusters Score -3209422 nChanged 16
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	Iteration 90Q: 3 clusters Score -3209422 nChanged 11
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	Iteration 91Q: 3 clusters Score -3209418 nChanged 6
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	Iteration 92Q: 3 clusters Score -3209420 nChanged 6
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	Iteration 93Q: 3 clusters Score -3209424 nChanged 5
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	Iteration 94Q: 3 clusters Score -3209420 nChanged 6
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3209422 nChanged 4
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	Iteration 96Q: 3 clusters Score -3209422 nChanged 5
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	Iteration 97Q: 3 clusters Score -3209425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3209427.250000 Penalty: 5043.272949
	Iteration 98Q: 3 clusters Score -3209427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3209427.000000 Penalty: 5043.272949
	Iteration 99Q: 3 clusters Score -3209427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3209426.500000 Penalty: 5043.272949
	Iteration 100F: 3 clusters Score -3209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3209427.500000 Penalty: 5043.272949
	Iteration 101Q: 3 clusters Score -3209428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3209426.000000 Penalty: 5043.272949
	Iteration 102Q: 3 clusters Score -3209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3209426.750000 Penalty: 5043.272949
	Iteration 103Q: 3 clusters Score -3209427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3209425.750000 Penalty: 5043.272949
	Iteration 104Q: 3 clusters Score -3209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3209425.500000 Penalty: 5043.272949
	Iteration 105Q: 3 clusters Score -3209426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3209426.500000 Penalty: 5043.272949
	Iteration 106Q: 3 clusters Score -3209426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3209426.750000 Penalty: 5043.272949
	Iteration 107Q: 3 clusters Score -3209427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3209426.750000 Penalty: 5043.272949
	Iteration 108F: 3 clusters Score -3209427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132404.203125 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132404.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132922.781250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132922.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -133236.015625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133616.546875 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -133616.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133819.750000 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -133819.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -133910.390625 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -133910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -133970.500000 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -133970.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -134005.218750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -134005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134017.781250 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -134017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134037.984375 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -134038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -134038.703125 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -134038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -134038.703125 Penalty: 3508.341797
	Iteration 11F: 3 clusters Score -134038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -271988.187500 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -271988.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269277.375000 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -269277.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269761.812500 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -269761.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -269872.343750 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -269872.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269936.187500 Penalty: 3808.449707
	Iteration 3Q: 3 clusters Score -269936.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269978.562500 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -269978.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -270004.312500 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -270004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -270015.531250 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -270015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -270024.375000 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -270024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -270032.406250 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -270032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -270041.531250 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -270041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -270050.406250 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -270050.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -270060.156250 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -270060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -270064.281250 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -270064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270070.093750 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -270070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270075.562500 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -270075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270077.312500 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -270077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -270080.093750 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -270080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270083.937500 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -270083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270085.312500 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -270085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -270086.531250 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -270086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -270087.468750 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -270087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270088.468750 Penalty: 3808.449707
	Iteration 21Q: 3 clusters Score -270088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270090.343750 Penalty: 3808.449707
	Iteration 22Q: 3 clusters Score -270090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -270092.718750 Penalty: 3808.449707
	Iteration 23Q: 3 clusters Score -270092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -270093.125000 Penalty: 3808.449707
	Iteration 24Q: 3 clusters Score -270093.1 nChanged 1
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: -270093.218750 Penalty: 3808.449707
	Iteration 25Q: 3 clusters Score -270093.2 nChanged 0
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: -270093.218750 Penalty: 3808.449707
	Iteration 26F: 3 clusters Score -270093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Entering Unmasked Estep 
Score: -7314345.000000 Penalty: 2720.510498
	Iteration 0F: 2 clusters Score -7314345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7275278.500000 Penalty: 5441.020996
	Iteration 0F: 3 clusters Score -7275278 nChanged 26839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -7290319.000000 Penalty: 5441.020996
	Iteration 1F: 3 clusters Score -7290319 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7290795.500000 Penalty: 5441.020996
	Iteration 2Q: 3 clusters Score -7290796 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7291188.500000 Penalty: 5441.020996
	Iteration 3Q: 3 clusters Score -7291188 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -7291519.500000 Penalty: 5441.020996
	Iteration 4Q: 3 clusters Score -7291520 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -7291760.500000 Penalty: 5441.020996
	Iteration 5Q: 3 clusters Score -7291760 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7291959.000000 Penalty: 5441.020996
	Iteration 6Q: 3 clusters Score -7291959 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -7292140.500000 Penalty: 5441.020996
	Iteration 7Q: 3 clusters Score -7292140 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -7292343.500000 Penalty: 5441.020996
	Iteration 8Q: 3 clusters Score -7292344 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -7292532.000000 Penalty: 5441.020996
	Iteration 9Q: 3 clusters Score -7292532 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -7292670.500000 Penalty: 5441.020996
	Iteration 10Q: 3 clusters Score -7292670 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -7292817.000000 Penalty: 5441.020996
	Iteration 11Q: 3 clusters Score -7292817 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7293013.500000 Penalty: 5441.020996
	Iteration 12Q: 3 clusters Score -7293014 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -7293148.000000 Penalty: 5441.020996
	Iteration 13Q: 3 clusters Score -7293148 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -7293310.000000 Penalty: 5441.020996
	Iteration 14Q: 3 clusters Score -7293310 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -7293490.500000 Penalty: 5441.020996
	Iteration 15Q: 3 clusters Score -7293490 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7293707.000000 Penalty: 5441.020996
	Iteration 16Q: 3 clusters Score -7293707 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7293982.000000 Penalty: 5441.020996
	Iteration 17Q: 3 clusters Score -7293982 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -7294319.500000 Penalty: 5441.020996
	Iteration 18Q: 3 clusters Score -7294320 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -7294850.000000 Penalty: 5441.020996
	Iteration 19Q: 3 clusters Score -7294850 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -7295538.500000 Penalty: 5441.020996
	Iteration 20F: 3 clusters Score -7295538 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7296480.500000 Penalty: 5441.020996
	Iteration 21Q: 3 clusters Score -7296480 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7297808.000000 Penalty: 5441.020996
	Iteration 22Q: 3 clusters Score -7297808 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -7299350.000000 Penalty: 5441.020996
	Iteration 23Q: 3 clusters Score -7299350 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -7301152.500000 Penalty: 5441.020996
	Iteration 24Q: 3 clusters Score -7301152 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7302606.000000 Penalty: 5441.020996
	Iteration 25Q: 3 clusters Score -7302606 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -7303507.500000 Penalty: 5441.020996
	Iteration 26Q: 3 clusters Score -7303508 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -7304068.500000 Penalty: 5441.020996
	Iteration 27Q: 3 clusters Score -7304068 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -7304521.000000 Penalty: 5441.020996
	Iteration 28Q: 3 clusters Score -7304521 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -7304889.500000 Penalty: 5441.020996
	Iteration 29Q: 3 clusters Score -7304890 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -7305274.500000 Penalty: 5441.020996
	Iteration 30Q: 3 clusters Score -7305274 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7305615.000000 Penalty: 5441.020996
	Iteration 31Q: 3 clusters Score -7305615 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -7306045.500000 Penalty: 5441.020996
	Iteration 32Q: 3 clusters Score -7306046 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -7306361.000000 Penalty: 5441.020996
	Iteration 33Q: 3 clusters Score -7306361 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -7306681.500000 Penalty: 5441.020996
	Iteration 34Q: 3 clusters Score -7306682 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7306975.000000 Penalty: 5441.020996
	Iteration 35Q: 3 clusters Score -7306975 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -7307266.500000 Penalty: 5441.020996
	Iteration 36Q: 3 clusters Score -7307266 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -7307544.000000 Penalty: 5441.020996
	Iteration 37Q: 3 clusters Score -7307544 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -7307742.000000 Penalty: 5441.020996
	Iteration 38Q: 3 clusters Score -7307742 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -7307985.500000 Penalty: 5441.020996
	Iteration 39Q: 3 clusters Score -7307986 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -7308162.000000 Penalty: 5441.020996
	Iteration 40F: 3 clusters Score -7308162 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -7308406.000000 Penalty: 5441.020996
	Iteration 41Q: 3 clusters Score -7308406 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -7308572.500000 Penalty: 5441.020996
	Iteration 42Q: 3 clusters Score -7308572 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -7308727.000000 Penalty: 5441.020996
	Iteration 43Q: 3 clusters Score -7308727 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -7308883.500000 Penalty: 5441.020996
	Iteration 44Q: 3 clusters Score -7308884 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -7309032.500000 Penalty: 5441.020996
	Iteration 45Q: 3 clusters Score -7309032 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -7309192.000000 Penalty: 5441.020996
	Iteration 46Q: 3 clusters Score -7309192 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7309320.500000 Penalty: 5441.020996
	Iteration 47Q: 3 clusters Score -7309320 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -7309477.000000 Penalty: 5441.020996
	Iteration 48Q: 3 clusters Score -7309477 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -7309638.000000 Penalty: 5441.020996
	Iteration 49Q: 3 clusters Score -7309638 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7309799.500000 Penalty: 5441.020996
	Iteration 50Q: 3 clusters Score -7309800 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -7309962.500000 Penalty: 5441.020996
	Iteration 51Q: 3 clusters Score -7309962 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7310105.500000 Penalty: 5441.020996
	Iteration 52Q: 3 clusters Score -7310106 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7310236.500000 Penalty: 5441.020996
	Iteration 53Q: 3 clusters Score -7310236 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -7310364.500000 Penalty: 5441.020996
	Iteration 54Q: 3 clusters Score -7310364 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7310475.500000 Penalty: 5441.020996
	Iteration 55Q: 3 clusters Score -7310476 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7310614.500000 Penalty: 5441.020996
	Iteration 56Q: 3 clusters Score -7310614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7310721.000000 Penalty: 5441.020996
	Iteration 57Q: 3 clusters Score -7310721 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7310854.000000 Penalty: 5441.020996
	Iteration 58Q: 3 clusters Score -7310854 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7310964.000000 Penalty: 5441.020996
	Iteration 59Q: 3 clusters Score -7310964 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7311080.500000 Penalty: 5441.020996
	Iteration 60F: 3 clusters Score -7311080 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7311142.000000 Penalty: 5441.020996
	Iteration 61Q: 3 clusters Score -7311142 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7311238.000000 Penalty: 5441.020996
	Iteration 62Q: 3 clusters Score -7311238 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7311333.500000 Penalty: 5441.020996
	Iteration 63Q: 3 clusters Score -7311334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7311399.000000 Penalty: 5441.020996
	Iteration 64Q: 3 clusters Score -7311399 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7311499.000000 Penalty: 5441.020996
	Iteration 65Q: 3 clusters Score -7311499 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7311567.500000 Penalty: 5441.020996
	Iteration 66Q: 3 clusters Score -7311568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7311632.000000 Penalty: 5441.020996
	Iteration 67Q: 3 clusters Score -7311632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7311678.500000 Penalty: 5441.020996
	Iteration 68Q: 3 clusters Score -7311678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7311736.500000 Penalty: 5441.020996
	Iteration 69Q: 3 clusters Score -7311736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7311783.000000 Penalty: 5441.020996
	Iteration 70Q: 3 clusters Score -7311783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7311808.500000 Penalty: 5441.020996
	Iteration 71Q: 3 clusters Score -7311808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7311844.500000 Penalty: 5441.020996
	Iteration 72Q: 3 clusters Score -7311844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7311861.000000 Penalty: 5441.020996
	Iteration 73Q: 3 clusters Score -7311861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7311882.500000 Penalty: 5441.020996
	Iteration 74Q: 3 clusters Score -7311882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7311909.000000 Penalty: 5441.020996
	Iteration 75Q: 3 clusters Score -7311909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7311931.000000 Penalty: 5441.020996
	Iteration 76Q: 3 clusters Score -7311931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7311968.000000 Penalty: 5441.020996
	Iteration 77Q: 3 clusters Score -7311968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7311973.000000 Penalty: 5441.020996
	Iteration 78Q: 3 clusters Score -7311973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7311995.000000 Penalty: 5441.020996
	Iteration 79Q: 3 clusters Score -7311995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7312008.000000 Penalty: 5441.020996
	Iteration 80F: 3 clusters Score -7312008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7312035.000000 Penalty: 5441.020996
	Iteration 81Q: 3 clusters Score -7312035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7312047.000000 Penalty: 5441.020996
	Iteration 82Q: 3 clusters Score -7312047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7312054.500000 Penalty: 5441.020996
	Iteration 83Q: 3 clusters Score -7312054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7312064.000000 Penalty: 5441.020996
	Iteration 84Q: 3 clusters Score -7312064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7312070.000000 Penalty: 5441.020996
	Iteration 85Q: 3 clusters Score -7312070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7312076.500000 Penalty: 5441.020996
	Iteration 86Q: 3 clusters Score -7312076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7312074.500000 Penalty: 5441.020996
	Iteration 87Q: 3 clusters Score -7312074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7312074.000000 Penalty: 5441.020996
	Iteration 88Q: 3 clusters Score -7312074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7312077.000000 Penalty: 5441.020996
	Iteration 89Q: 3 clusters Score -7312077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7312082.000000 Penalty: 5441.020996
	Iteration 90Q: 3 clusters Score -7312082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7312080.000000 Penalty: 5441.020996
	Iteration 91Q: 3 clusters Score -7312080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7312075.500000 Penalty: 5441.020996
	Iteration 92Q: 3 clusters Score -7312076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7312084.000000 Penalty: 5441.020996
	Iteration 93Q: 3 clusters Score -7312084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7312083.500000 Penalty: 5441.020996
	Iteration 94Q: 3 clusters Score -7312084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7312084.000000 Penalty: 5441.020996
	Iteration 95Q: 3 clusters Score -7312084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7312081.500000 Penalty: 5441.020996
	Iteration 96Q: 3 clusters Score -7312082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7312085.500000 Penalty: 5441.020996
	Iteration 97Q: 3 clusters Score -7312086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7312088.000000 Penalty: 5441.020996
	Iteration 98Q: 3 clusters Score -7312088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7312090.000000 Penalty: 5441.020996
	Iteration 99Q: 3 clusters Score -7312090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7312087.500000 Penalty: 5441.020996
	Iteration 100F: 3 clusters Score -7312088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7312087.000000 Penalty: 5441.020996
	Iteration 101Q: 3 clusters Score -7312087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7312083.500000 Penalty: 5441.020996
	Iteration 102Q: 3 clusters Score -7312084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7312087.500000 Penalty: 5441.020996
	Iteration 103Q: 3 clusters Score -7312088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7312084.500000 Penalty: 5441.020996
	Iteration 104Q: 3 clusters Score -7312084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7312084.500000 Penalty: 5441.020996
	Iteration 105F: 3 clusters Score -7312084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -483475.687500 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -483475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -479527.750000 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -479527.8 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -480481.437500 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -480481.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -480698.562500 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -480698.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -480831.906250 Penalty: 4116.322266
	Iteration 3F: 3 clusters Score -480831.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -480929.531250 Penalty: 4116.322266
	Iteration 4Q: 3 clusters Score -480929.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -480994.187500 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -480994.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -481048.218750 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -481048.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -481098.843750 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -481098.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -481147.437500 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -481147.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -481211.125000 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -481211.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -481284.250000 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -481284.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -481384.000000 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -481384 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -481527.375000 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -481527.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -481741.937500 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -481741.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -482020.531250 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -482020.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -482249.687500 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -482249.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482389.093750 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -482389.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -482493.000000 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -482493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -482557.750000 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -482557.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -482582.750000 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -482582.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -482593.343750 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -482593.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -482602.500000 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -482602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -482607.656250 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -482607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -482610.062500 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -482610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -482610.500000 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -482610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -482611.875000 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -482611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -482612.593750 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -482612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -482614.062500 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -482614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -482616.062500 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -482616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -482620.656250 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -482620.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -482627.468750 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -482627.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -482633.000000 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -482633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -482635.187500 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -482635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -482636.718750 Penalty: 4116.322266
	Iteration 33Q: 3 clusters Score -482636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -482637.531250 Penalty: 4116.322266
	Iteration 34Q: 3 clusters Score -482637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -482639.500000 Penalty: 4116.322266
	Iteration 35Q: 3 clusters Score -482639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -482639.375000 Penalty: 4116.322266
	Iteration 36Q: 3 clusters Score -482639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -482639.812500 Penalty: 4116.322266
	Iteration 37Q: 3 clusters Score -482639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -482641.937500 Penalty: 4116.322266
	Iteration 38Q: 3 clusters Score -482641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -482642.906250 Penalty: 4116.322266
	Iteration 39Q: 3 clusters Score -482642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -482647.312500 Penalty: 4116.322266
	Iteration 40F: 3 clusters Score -482647.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -482649.500000 Penalty: 4116.322266
	Iteration 41Q: 3 clusters Score -482649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -482652.468750 Penalty: 4116.322266
	Iteration 42Q: 3 clusters Score -482652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -482654.187500 Penalty: 4116.322266
	Iteration 43Q: 3 clusters Score -482654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -482656.625000 Penalty: 4116.322266
	Iteration 44Q: 3 clusters Score -482656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -482657.843750 Penalty: 4116.322266
	Iteration 45Q: 3 clusters Score -482657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -482658.531250 Penalty: 4116.322266
	Iteration 46Q: 3 clusters Score -482658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -482658.531250 Penalty: 4116.322266
	Iteration 47F: 3 clusters Score -482658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Entering Unmasked Estep 
Score: -3634735.500000 Penalty: 2551.238525
	Iteration 0F: 2 clusters Score -3634736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3614662.250000 Penalty: 5102.477051
	Iteration 0F: 3 clusters Score -3614662 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3621857.500000 Penalty: 5102.477051
	Iteration 1F: 3 clusters Score -3621858 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3622457.250000 Penalty: 5102.477051
	Iteration 2F: 3 clusters Score -3622457 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3622993.750000 Penalty: 5102.477051
	Iteration 3Q: 3 clusters Score -3622994 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3623565.500000 Penalty: 5102.477051
	Iteration 4Q: 3 clusters Score -3623566 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3624116.750000 Penalty: 5102.477051
	Iteration 5Q: 3 clusters Score -3624117 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3624767.500000 Penalty: 5102.477051
	Iteration 6Q: 3 clusters Score -3624768 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3625491.000000 Penalty: 5102.477051
	Iteration 7Q: 3 clusters Score -3625491 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3626281.500000 Penalty: 5102.477051
	Iteration 8F: 3 clusters Score -3626282 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3627035.250000 Penalty: 5102.477051
	Iteration 9Q: 3 clusters Score -3627035 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3627745.500000 Penalty: 5102.477051
	Iteration 10Q: 3 clusters Score -3627746 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3628355.750000 Penalty: 5102.477051
	Iteration 11Q: 3 clusters Score -3628356 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3628946.250000 Penalty: 5102.477051
	Iteration 12Q: 3 clusters Score -3628946 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3629467.500000 Penalty: 5102.477051
	Iteration 13Q: 3 clusters Score -3629468 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3629966.000000 Penalty: 5102.477051
	Iteration 14Q: 3 clusters Score -3629966 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3630447.250000 Penalty: 5102.477051
	Iteration 15Q: 3 clusters Score -3630447 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3630778.500000 Penalty: 5102.477051
	Iteration 16Q: 3 clusters Score -3630778 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3631008.250000 Penalty: 5102.477051
	Iteration 17Q: 3 clusters Score -3631008 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3631210.500000 Penalty: 5102.477051
	Iteration 18Q: 3 clusters Score -3631210 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3631380.000000 Penalty: 5102.477051
	Iteration 19Q: 3 clusters Score -3631380 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3631517.750000 Penalty: 5102.477051
	Iteration 20F: 3 clusters Score -3631518 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3631670.750000 Penalty: 5102.477051
	Iteration 21Q: 3 clusters Score -3631671 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3631784.500000 Penalty: 5102.477051
	Iteration 22Q: 3 clusters Score -3631784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3631904.000000 Penalty: 5102.477051
	Iteration 23Q: 3 clusters Score -3631904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3631998.750000 Penalty: 5102.477051
	Iteration 24Q: 3 clusters Score -3631999 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3632076.250000 Penalty: 5102.477051
	Iteration 25Q: 3 clusters Score -3632076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3632150.750000 Penalty: 5102.477051
	Iteration 26Q: 3 clusters Score -3632151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3632197.500000 Penalty: 5102.477051
	Iteration 27Q: 3 clusters Score -3632198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3632257.500000 Penalty: 5102.477051
	Iteration 28Q: 3 clusters Score -3632258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3632325.250000 Penalty: 5102.477051
	Iteration 29Q: 3 clusters Score -3632325 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3632366.500000 Penalty: 5102.477051
	Iteration 30Q: 3 clusters Score -3632366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3632407.250000 Penalty: 5102.477051
	Iteration 31Q: 3 clusters Score -3632407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3632443.000000 Penalty: 5102.477051
	Iteration 32Q: 3 clusters Score -3632443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3632488.500000 Penalty: 5102.477051
	Iteration 33Q: 3 clusters Score -3632488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3632514.000000 Penalty: 5102.477051
	Iteration 34Q: 3 clusters Score -3632514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3632541.250000 Penalty: 5102.477051
	Iteration 35Q: 3 clusters Score -3632541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3632555.500000 Penalty: 5102.477051
	Iteration 36Q: 3 clusters Score -3632556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3632592.250000 Penalty: 5102.477051
	Iteration 37Q: 3 clusters Score -3632592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3632617.250000 Penalty: 5102.477051
	Iteration 38Q: 3 clusters Score -3632617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3632629.750000 Penalty: 5102.477051
	Iteration 39Q: 3 clusters Score -3632630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3632646.000000 Penalty: 5102.477051
	Iteration 40F: 3 clusters Score -3632646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3632659.000000 Penalty: 5102.477051
	Iteration 41Q: 3 clusters Score -3632659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3632670.750000 Penalty: 5102.477051
	Iteration 42Q: 3 clusters Score -3632671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3632687.250000 Penalty: 5102.477051
	Iteration 43Q: 3 clusters Score -3632687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3632699.750000 Penalty: 5102.477051
	Iteration 44Q: 3 clusters Score -3632700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3632703.000000 Penalty: 5102.477051
	Iteration 45Q: 3 clusters Score -3632703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3632711.000000 Penalty: 5102.477051
	Iteration 46Q: 3 clusters Score -3632711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3632719.500000 Penalty: 5102.477051
	Iteration 47Q: 3 clusters Score -3632720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3632737.750000 Penalty: 5102.477051
	Iteration 48Q: 3 clusters Score -3632738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3632751.500000 Penalty: 5102.477051
	Iteration 49Q: 3 clusters Score -3632752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3632751.750000 Penalty: 5102.477051
	Iteration 50Q: 3 clusters Score -3632752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3632764.500000 Penalty: 5102.477051
	Iteration 51Q: 3 clusters Score -3632764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3632775.750000 Penalty: 5102.477051
	Iteration 52Q: 3 clusters Score -3632776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3632789.500000 Penalty: 5102.477051
	Iteration 53Q: 3 clusters Score -3632790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3632805.000000 Penalty: 5102.477051
	Iteration 54Q: 3 clusters Score -3632805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3632808.500000 Penalty: 5102.477051
	Iteration 55Q: 3 clusters Score -3632808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3632821.500000 Penalty: 5102.477051
	Iteration 56Q: 3 clusters Score -3632822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3632821.500000 Penalty: 5102.477051
	Iteration 57Q: 3 clusters Score -3632822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3632832.250000 Penalty: 5102.477051
	Iteration 58Q: 3 clusters Score -3632832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3632834.750000 Penalty: 5102.477051
	Iteration 59Q: 3 clusters Score -3632835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3632840.250000 Penalty: 5102.477051
	Iteration 60F: 3 clusters Score -3632840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3632842.250000 Penalty: 5102.477051
	Iteration 61Q: 3 clusters Score -3632842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3632841.500000 Penalty: 5102.477051
	Iteration 62Q: 3 clusters Score -3632842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3632845.500000 Penalty: 5102.477051
	Iteration 63Q: 3 clusters Score -3632846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3632841.250000 Penalty: 5102.477051
	Iteration 64Q: 3 clusters Score -3632841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3632840.500000 Penalty: 5102.477051
	Iteration 65Q: 3 clusters Score -3632840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3632849.750000 Penalty: 5102.477051
	Iteration 66Q: 3 clusters Score -3632850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3632849.000000 Penalty: 5102.477051
	Iteration 67Q: 3 clusters Score -3632849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3632851.500000 Penalty: 5102.477051
	Iteration 68Q: 3 clusters Score -3632852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3632858.250000 Penalty: 5102.477051
	Iteration 69Q: 3 clusters Score -3632858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3632860.500000 Penalty: 5102.477051
	Iteration 70Q: 3 clusters Score -3632860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3632858.000000 Penalty: 5102.477051
	Iteration 71Q: 3 clusters Score -3632858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3632861.500000 Penalty: 5102.477051
	Iteration 72Q: 3 clusters Score -3632862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3632861.000000 Penalty: 5102.477051
	Iteration 73Q: 3 clusters Score -3632861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3632863.750000 Penalty: 5102.477051
	Iteration 74Q: 3 clusters Score -3632864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3632864.500000 Penalty: 5102.477051
	Iteration 75Q: 3 clusters Score -3632864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3632867.750000 Penalty: 5102.477051
	Iteration 76Q: 3 clusters Score -3632868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3632867.750000 Penalty: 5102.477051
	Iteration 77Q: 3 clusters Score -3632868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3632875.750000 Penalty: 5102.477051
	Iteration 78Q: 3 clusters Score -3632876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3632878.750000 Penalty: 5102.477051
	Iteration 79Q: 3 clusters Score -3632879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3632879.000000 Penalty: 5102.477051
	Iteration 80F: 3 clusters Score -3632879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3632875.500000 Penalty: 5102.477051
	Iteration 81Q: 3 clusters Score -3632876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3632876.500000 Penalty: 5102.477051
	Iteration 82Q: 3 clusters Score -3632876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3632879.250000 Penalty: 5102.477051
	Iteration 83Q: 3 clusters Score -3632879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3632876.000000 Penalty: 5102.477051
	Iteration 84Q: 3 clusters Score -3632876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3632876.000000 Penalty: 5102.477051
	Iteration 85F: 3 clusters Score -3632876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26120.814453 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -26120.81 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: -24899.085938 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -24899.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25248.212891 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -25248.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25569.281250 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -25569.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25801.779297 Penalty: 2870.301025
	Iteration 3F: 3 clusters Score -25801.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26049.419922 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -26049.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26214.505859 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -26214.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26238.910156 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -26238.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26251.794922 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -26251.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26266.046875 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -26266.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26266.046875 Penalty: 2870.301025
	Iteration 9F: 3 clusters Score -26266.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 96 members 
Entering Unmasked Estep 
Score: -142007696.000000 Penalty: 166335.640625
Splitting cluster 34 changes total score from -142009696.000000 to -142007696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -903746.625000 Penalty: 2234.282227
	Iteration 0F: 2 clusters Score -903746.6 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 4119 members 
Entering Unmasked Estep 
Score: -897258.000000 Penalty: 4468.564453
	Iteration 0F: 3 clusters Score -897258 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -899049.750000 Penalty: 4468.564453
	Iteration 1F: 3 clusters Score -899049.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -899544.812500 Penalty: 4468.564453
	Iteration 2F: 3 clusters Score -899544.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -900085.250000 Penalty: 4468.564453
	Iteration 3F: 3 clusters Score -900085.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -900748.375000 Penalty: 4468.564453
	Iteration 4F: 3 clusters Score -900748.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -901471.187500 Penalty: 4468.564453
	Iteration 5F: 3 clusters Score -901471.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -902059.687500 Penalty: 4468.564453
	Iteration 6F: 3 clusters Score -902059.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -902426.937500 Penalty: 4468.564453
	Iteration 7F: 3 clusters Score -902426.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -902680.500000 Penalty: 4468.564453
	Iteration 8Q: 3 clusters Score -902680.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -902864.812500 Penalty: 4468.564453
	Iteration 9Q: 3 clusters Score -902864.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -902995.250000 Penalty: 4468.564453
	Iteration 10Q: 3 clusters Score -902995.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -903081.562500 Penalty: 4468.564453
	Iteration 11Q: 3 clusters Score -903081.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -903139.937500 Penalty: 4468.564453
	Iteration 12Q: 3 clusters Score -903139.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -903181.375000 Penalty: 4468.564453
	Iteration 13Q: 3 clusters Score -903181.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -903207.687500 Penalty: 4468.564453
	Iteration 14Q: 3 clusters Score -903207.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -903238.687500 Penalty: 4468.564453
	Iteration 15Q: 3 clusters Score -903238.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -903266.625000 Penalty: 4468.564453
	Iteration 16Q: 3 clusters Score -903266.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -903287.500000 Penalty: 4468.564453
	Iteration 17Q: 3 clusters Score -903287.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -903299.750000 Penalty: 4468.564453
	Iteration 18Q: 3 clusters Score -903299.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -903314.875000 Penalty: 4468.564453
	Iteration 19Q: 3 clusters Score -903314.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -903325.812500 Penalty: 4468.564453
	Iteration 20F: 3 clusters Score -903325.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -903337.000000 Penalty: 4468.564453
	Iteration 21Q: 3 clusters Score -903337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -903351.000000 Penalty: 4468.564453
	Iteration 22Q: 3 clusters Score -903351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -903361.875000 Penalty: 4468.564453
	Iteration 23Q: 3 clusters Score -903361.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -903370.250000 Penalty: 4468.564453
	Iteration 24Q: 3 clusters Score -903370.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -903380.187500 Penalty: 4468.564453
	Iteration 25Q: 3 clusters Score -903380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -903387.625000 Penalty: 4468.564453
	Iteration 26Q: 3 clusters Score -903387.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -903393.062500 Penalty: 4468.564453
	Iteration 27Q: 3 clusters Score -903393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -903395.875000 Penalty: 4468.564453
	Iteration 28Q: 3 clusters Score -903395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -903398.000000 Penalty: 4468.564453
	Iteration 29Q: 3 clusters Score -903398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -903400.062500 Penalty: 4468.564453
	Iteration 30Q: 3 clusters Score -903400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -903402.187500 Penalty: 4468.564453
	Iteration 31Q: 3 clusters Score -903402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -903401.250000 Penalty: 4468.564453
	Iteration 32Q: 3 clusters Score -903401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -903402.375000 Penalty: 4468.564453
	Iteration 33Q: 3 clusters Score -903402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -903402.625000 Penalty: 4468.564453
	Iteration 34Q: 3 clusters Score -903402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -903401.937500 Penalty: 4468.564453
	Iteration 35Q: 3 clusters Score -903401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -903401.250000 Penalty: 4468.564453
	Iteration 36Q: 3 clusters Score -903401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -903403.187500 Penalty: 4468.564453
	Iteration 37Q: 3 clusters Score -903403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -903403.250000 Penalty: 4468.564453
	Iteration 38Q: 3 clusters Score -903403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -903404.875000 Penalty: 4468.564453
	Iteration 39Q: 3 clusters Score -903404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -903404.562500 Penalty: 4468.564453
	Iteration 40F: 3 clusters Score -903404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -903409.750000 Penalty: 4468.564453
	Iteration 41Q: 3 clusters Score -903409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -903413.687500 Penalty: 4468.564453
	Iteration 42Q: 3 clusters Score -903413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -903416.687500 Penalty: 4468.564453
	Iteration 43Q: 3 clusters Score -903416.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -903420.375000 Penalty: 4468.564453
	Iteration 44Q: 3 clusters Score -903420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -903419.812500 Penalty: 4468.564453
	Iteration 45Q: 3 clusters Score -903419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -903422.937500 Penalty: 4468.564453
	Iteration 46Q: 3 clusters Score -903422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -903423.437500 Penalty: 4468.564453
	Iteration 47Q: 3 clusters Score -903423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -903423.625000 Penalty: 4468.564453
	Iteration 48Q: 3 clusters Score -903423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -903423.750000 Penalty: 4468.564453
	Iteration 49Q: 3 clusters Score -903423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -903424.125000 Penalty: 4468.564453
	Iteration 50Q: 3 clusters Score -903424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -903428.375000 Penalty: 4468.564453
	Iteration 51Q: 3 clusters Score -903428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -903428.000000 Penalty: 4468.564453
	Iteration 52Q: 3 clusters Score -903428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -903428.687500 Penalty: 4468.564453
	Iteration 53Q: 3 clusters Score -903428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -903429.312500 Penalty: 4468.564453
	Iteration 54Q: 3 clusters Score -903429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -903430.250000 Penalty: 4468.564453
	Iteration 55Q: 3 clusters Score -903430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -903429.875000 Penalty: 4468.564453
	Iteration 56Q: 3 clusters Score -903429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -903428.687500 Penalty: 4468.564453
	Iteration 57Q: 3 clusters Score -903428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -903431.312500 Penalty: 4468.564453
	Iteration 58Q: 3 clusters Score -903431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -903429.625000 Penalty: 4468.564453
	Iteration 59Q: 3 clusters Score -903429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -903429.625000 Penalty: 4468.564453
	Iteration 60F: 3 clusters Score -903429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -903430.375000 Penalty: 4468.564453
	Iteration 61Q: 3 clusters Score -903430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -903430.375000 Penalty: 4468.564453
	Iteration 62F: 3 clusters Score -903430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -1807071.625000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -1807072 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 7457 members 
Entering Unmasked Estep 
Score: -1796245.750000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -1796246 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1799722.375000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -1799722 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1800173.125000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -1800173 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1800765.875000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -1800766 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1801754.125000 Penalty: 4766.653809
	Iteration 4F: 3 clusters Score -1801754 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1803269.000000 Penalty: 4766.653809
	Iteration 5F: 3 clusters Score -1803269 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1804888.625000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -1804889 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1805942.375000 Penalty: 4766.653809
	Iteration 7F: 3 clusters Score -1805942 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1806476.750000 Penalty: 4766.653809
	Iteration 8F: 3 clusters Score -1806477 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1806696.125000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -1806696 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1806803.625000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -1806804 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1806858.750000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -1806859 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1806903.750000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -1806904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1806917.375000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -1806917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1806933.500000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -1806934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1806958.625000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -1806959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1806977.000000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -1806977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1806978.125000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -1806978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1806988.750000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -1806989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1807001.125000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -1807001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1806998.625000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -1806999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1807006.375000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -1807006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1807005.625000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -1807006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1807007.375000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -1807007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1807008.250000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -1807008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1807012.750000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -1807013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1807013.250000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -1807013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1807016.375000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -1807016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1807012.875000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -1807013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1807017.125000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -1807017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1807018.125000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -1807018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1807020.250000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -1807020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1807027.750000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -1807028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1807025.875000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -1807026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1807025.875000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -1807026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1807027.375000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -1807027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1807026.750000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -1807027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1807032.875000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -1807033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1807032.000000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -1807032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1807030.750000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -1807031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1807032.750000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -1807033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1807033.625000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -1807034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1807033.500000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -1807034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1807037.000000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -1807037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1807036.000000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -1807036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1807037.125000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -1807037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1807038.875000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -1807039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1807039.000000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -1807039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1807036.625000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -1807037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1807036.125000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -1807036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1807038.500000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -1807038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1807042.500000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -1807042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1807042.625000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -1807043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1807041.625000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -1807042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1807050.125000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -1807050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1807047.125000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -1807047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1807049.125000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -1807049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1807049.125000 Penalty: 4766.653809
	Iteration 57F: 3 clusters Score -1807049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Entering Unmasked Estep 
Score: -2194478.250000 Penalty: 2419.049805
	Iteration 0F: 2 clusters Score -2194478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2182230.500000 Penalty: 4838.099609
	Iteration 0F: 3 clusters Score -2182230 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2186091.750000 Penalty: 4838.099609
	Iteration 1F: 3 clusters Score -2186092 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2186485.500000 Penalty: 4838.099609
	Iteration 2F: 3 clusters Score -2186486 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2186849.750000 Penalty: 4838.099609
	Iteration 3Q: 3 clusters Score -2186850 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2187235.500000 Penalty: 4838.099609
	Iteration 4Q: 3 clusters Score -2187236 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2187738.000000 Penalty: 4838.099609
	Iteration 5Q: 3 clusters Score -2187738 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2188314.750000 Penalty: 4838.099609
	Iteration 6F: 3 clusters Score -2188315 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2188927.250000 Penalty: 4838.099609
	Iteration 7F: 3 clusters Score -2188927 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2189523.250000 Penalty: 4838.099609
	Iteration 8F: 3 clusters Score -2189523 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2190124.250000 Penalty: 4838.099609
	Iteration 9F: 3 clusters Score -2190124 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2190645.000000 Penalty: 4838.099609
	Iteration 10Q: 3 clusters Score -2190645 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2191062.000000 Penalty: 4838.099609
	Iteration 11Q: 3 clusters Score -2191062 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2191402.250000 Penalty: 4838.099609
	Iteration 12Q: 3 clusters Score -2191402 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2191592.000000 Penalty: 4838.099609
	Iteration 13Q: 3 clusters Score -2191592 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2191672.250000 Penalty: 4838.099609
	Iteration 14Q: 3 clusters Score -2191672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2191711.250000 Penalty: 4838.099609
	Iteration 15Q: 3 clusters Score -2191711 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2191746.000000 Penalty: 4838.099609
	Iteration 16Q: 3 clusters Score -2191746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2191784.000000 Penalty: 4838.099609
	Iteration 17Q: 3 clusters Score -2191784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2191824.500000 Penalty: 4838.099609
	Iteration 18Q: 3 clusters Score -2191824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2191845.250000 Penalty: 4838.099609
	Iteration 19Q: 3 clusters Score -2191845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2191859.500000 Penalty: 4838.099609
	Iteration 20F: 3 clusters Score -2191860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2191872.750000 Penalty: 4838.099609
	Iteration 21Q: 3 clusters Score -2191873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2191885.500000 Penalty: 4838.099609
	Iteration 22Q: 3 clusters Score -2191886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2191902.750000 Penalty: 4838.099609
	Iteration 23Q: 3 clusters Score -2191903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2191920.000000 Penalty: 4838.099609
	Iteration 24Q: 3 clusters Score -2191920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2191934.500000 Penalty: 4838.099609
	Iteration 25Q: 3 clusters Score -2191934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2191954.000000 Penalty: 4838.099609
	Iteration 26Q: 3 clusters Score -2191954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2191972.250000 Penalty: 4838.099609
	Iteration 27Q: 3 clusters Score -2191972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2191982.750000 Penalty: 4838.099609
	Iteration 28Q: 3 clusters Score -2191983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2192000.500000 Penalty: 4838.099609
	Iteration 29Q: 3 clusters Score -2192000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2192006.000000 Penalty: 4838.099609
	Iteration 30Q: 3 clusters Score -2192006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2192012.000000 Penalty: 4838.099609
	Iteration 31Q: 3 clusters Score -2192012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2192019.750000 Penalty: 4838.099609
	Iteration 32Q: 3 clusters Score -2192020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2192033.500000 Penalty: 4838.099609
	Iteration 33Q: 3 clusters Score -2192034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2192042.500000 Penalty: 4838.099609
	Iteration 34Q: 3 clusters Score -2192042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2192052.500000 Penalty: 4838.099609
	Iteration 35Q: 3 clusters Score -2192052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2192056.250000 Penalty: 4838.099609
	Iteration 36Q: 3 clusters Score -2192056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2192061.750000 Penalty: 4838.099609
	Iteration 37Q: 3 clusters Score -2192062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2192071.750000 Penalty: 4838.099609
	Iteration 38Q: 3 clusters Score -2192072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2192079.500000 Penalty: 4838.099609
	Iteration 39Q: 3 clusters Score -2192080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2192080.000000 Penalty: 4838.099609
	Iteration 40F: 3 clusters Score -2192080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2192097.750000 Penalty: 4838.099609
	Iteration 41Q: 3 clusters Score -2192098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2192103.250000 Penalty: 4838.099609
	Iteration 42Q: 3 clusters Score -2192103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2192121.500000 Penalty: 4838.099609
	Iteration 43Q: 3 clusters Score -2192122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2192124.250000 Penalty: 4838.099609
	Iteration 44Q: 3 clusters Score -2192124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2192133.000000 Penalty: 4838.099609
	Iteration 45Q: 3 clusters Score -2192133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2192154.000000 Penalty: 4838.099609
	Iteration 46Q: 3 clusters Score -2192154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2192166.000000 Penalty: 4838.099609
	Iteration 47Q: 3 clusters Score -2192166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2192178.500000 Penalty: 4838.099609
	Iteration 48Q: 3 clusters Score -2192178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2192199.750000 Penalty: 4838.099609
	Iteration 49Q: 3 clusters Score -2192200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2192215.000000 Penalty: 4838.099609
	Iteration 50Q: 3 clusters Score -2192215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2192231.750000 Penalty: 4838.099609
	Iteration 51Q: 3 clusters Score -2192232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2192253.000000 Penalty: 4838.099609
	Iteration 52Q: 3 clusters Score -2192253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2192264.750000 Penalty: 4838.099609
	Iteration 53Q: 3 clusters Score -2192265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2192278.500000 Penalty: 4838.099609
	Iteration 54Q: 3 clusters Score -2192278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2192289.750000 Penalty: 4838.099609
	Iteration 55Q: 3 clusters Score -2192290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2192306.500000 Penalty: 4838.099609
	Iteration 56Q: 3 clusters Score -2192306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2192318.500000 Penalty: 4838.099609
	Iteration 57Q: 3 clusters Score -2192318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2192322.000000 Penalty: 4838.099609
	Iteration 58Q: 3 clusters Score -2192322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2192328.750000 Penalty: 4838.099609
	Iteration 59Q: 3 clusters Score -2192329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2192335.500000 Penalty: 4838.099609
	Iteration 60F: 3 clusters Score -2192336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2192339.250000 Penalty: 4838.099609
	Iteration 61Q: 3 clusters Score -2192339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2192339.500000 Penalty: 4838.099609
	Iteration 62Q: 3 clusters Score -2192340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2192347.250000 Penalty: 4838.099609
	Iteration 63Q: 3 clusters Score -2192347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2192355.750000 Penalty: 4838.099609
	Iteration 64Q: 3 clusters Score -2192356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2192358.500000 Penalty: 4838.099609
	Iteration 65Q: 3 clusters Score -2192358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2192361.500000 Penalty: 4838.099609
	Iteration 66Q: 3 clusters Score -2192362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2192359.250000 Penalty: 4838.099609
	Iteration 67Q: 3 clusters Score -2192359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2192365.250000 Penalty: 4838.099609
	Iteration 68Q: 3 clusters Score -2192365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2192369.500000 Penalty: 4838.099609
	Iteration 69Q: 3 clusters Score -2192370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2192368.250000 Penalty: 4838.099609
	Iteration 70Q: 3 clusters Score -2192368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2192374.250000 Penalty: 4838.099609
	Iteration 71Q: 3 clusters Score -2192374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2192377.750000 Penalty: 4838.099609
	Iteration 72Q: 3 clusters Score -2192378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2192378.750000 Penalty: 4838.099609
	Iteration 73Q: 3 clusters Score -2192379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2192381.500000 Penalty: 4838.099609
	Iteration 74Q: 3 clusters Score -2192382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2192385.000000 Penalty: 4838.099609
	Iteration 75Q: 3 clusters Score -2192385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2192390.000000 Penalty: 4838.099609
	Iteration 76Q: 3 clusters Score -2192390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2192387.750000 Penalty: 4838.099609
	Iteration 77Q: 3 clusters Score -2192388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2192394.750000 Penalty: 4838.099609
	Iteration 78Q: 3 clusters Score -2192395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2192395.250000 Penalty: 4838.099609
	Iteration 79Q: 3 clusters Score -2192395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2192398.250000 Penalty: 4838.099609
	Iteration 80F: 3 clusters Score -2192398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2192402.000000 Penalty: 4838.099609
	Iteration 81Q: 3 clusters Score -2192402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2192399.250000 Penalty: 4838.099609
	Iteration 82Q: 3 clusters Score -2192399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2192404.250000 Penalty: 4838.099609
	Iteration 83Q: 3 clusters Score -2192404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2192401.750000 Penalty: 4838.099609
	Iteration 84Q: 3 clusters Score -2192402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2192405.500000 Penalty: 4838.099609
	Iteration 85Q: 3 clusters Score -2192406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2192408.000000 Penalty: 4838.099609
	Iteration 86Q: 3 clusters Score -2192408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2192414.000000 Penalty: 4838.099609
	Iteration 87Q: 3 clusters Score -2192414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2192416.250000 Penalty: 4838.099609
	Iteration 88Q: 3 clusters Score -2192416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2192422.500000 Penalty: 4838.099609
	Iteration 89Q: 3 clusters Score -2192422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2192422.250000 Penalty: 4838.099609
	Iteration 90Q: 3 clusters Score -2192422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2192420.750000 Penalty: 4838.099609
	Iteration 91Q: 3 clusters Score -2192421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2192425.000000 Penalty: 4838.099609
	Iteration 92Q: 3 clusters Score -2192425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2192432.250000 Penalty: 4838.099609
	Iteration 93Q: 3 clusters Score -2192432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2192431.500000 Penalty: 4838.099609
	Iteration 94Q: 3 clusters Score -2192432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2192437.000000 Penalty: 4838.099609
	Iteration 95Q: 3 clusters Score -2192437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2192437.000000 Penalty: 4838.099609
	Iteration 96Q: 3 clusters Score -2192437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2192439.000000 Penalty: 4838.099609
	Iteration 97Q: 3 clusters Score -2192439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2192439.750000 Penalty: 4838.099609
	Iteration 98Q: 3 clusters Score -2192440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2192445.500000 Penalty: 4838.099609
	Iteration 99Q: 3 clusters Score -2192446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2192445.500000 Penalty: 4838.099609
	Iteration 100F: 3 clusters Score -2192446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2192450.000000 Penalty: 4838.099609
	Iteration 101Q: 3 clusters Score -2192450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2192451.750000 Penalty: 4838.099609
	Iteration 102Q: 3 clusters Score -2192452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2192461.750000 Penalty: 4838.099609
	Iteration 103Q: 3 clusters Score -2192462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2192461.750000 Penalty: 4838.099609
	Iteration 104Q: 3 clusters Score -2192462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2192470.500000 Penalty: 4838.099609
	Iteration 105Q: 3 clusters Score -2192470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2192472.000000 Penalty: 4838.099609
	Iteration 106Q: 3 clusters Score -2192472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2192465.000000 Penalty: 4838.099609
	Iteration 107Q: 3 clusters Score -2192465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2192470.750000 Penalty: 4838.099609
	Iteration 108Q: 3 clusters Score -2192471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2192471.750000 Penalty: 4838.099609
	Iteration 109Q: 3 clusters Score -2192472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2192476.750000 Penalty: 4838.099609
	Iteration 110Q: 3 clusters Score -2192477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2192485.750000 Penalty: 4838.099609
	Iteration 111Q: 3 clusters Score -2192486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2192488.000000 Penalty: 4838.099609
	Iteration 112Q: 3 clusters Score -2192488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2192491.000000 Penalty: 4838.099609
	Iteration 113Q: 3 clusters Score -2192491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2192489.750000 Penalty: 4838.099609
	Iteration 114Q: 3 clusters Score -2192490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2192493.250000 Penalty: 4838.099609
	Iteration 115Q: 3 clusters Score -2192493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2192494.500000 Penalty: 4838.099609
	Iteration 116Q: 3 clusters Score -2192494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2192501.500000 Penalty: 4838.099609
	Iteration 117Q: 3 clusters Score -2192502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2192506.000000 Penalty: 4838.099609
	Iteration 118Q: 3 clusters Score -2192506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2192507.000000 Penalty: 4838.099609
	Iteration 119Q: 3 clusters Score -2192507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2192511.250000 Penalty: 4838.099609
	Iteration 120F: 3 clusters Score -2192511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2192509.000000 Penalty: 4838.099609
	Iteration 121Q: 3 clusters Score -2192509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2192512.750000 Penalty: 4838.099609
	Iteration 122Q: 3 clusters Score -2192513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2192507.500000 Penalty: 4838.099609
	Iteration 123Q: 3 clusters Score -2192508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2192512.000000 Penalty: 4838.099609
	Iteration 124Q: 3 clusters Score -2192512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2192513.250000 Penalty: 4838.099609
	Iteration 125Q: 3 clusters Score -2192513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2192511.500000 Penalty: 4838.099609
	Iteration 126Q: 3 clusters Score -2192512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2192517.500000 Penalty: 4838.099609
	Iteration 127Q: 3 clusters Score -2192518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2192517.750000 Penalty: 4838.099609
	Iteration 128Q: 3 clusters Score -2192518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2192520.250000 Penalty: 4838.099609
	Iteration 129Q: 3 clusters Score -2192520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2192518.500000 Penalty: 4838.099609
	Iteration 130Q: 3 clusters Score -2192518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2192520.250000 Penalty: 4838.099609
	Iteration 131Q: 3 clusters Score -2192520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2192525.000000 Penalty: 4838.099609
	Iteration 132Q: 3 clusters Score -2192525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2192525.500000 Penalty: 4838.099609
	Iteration 133Q: 3 clusters Score -2192526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2192526.500000 Penalty: 4838.099609
	Iteration 134Q: 3 clusters Score -2192526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2192529.000000 Penalty: 4838.099609
	Iteration 135Q: 3 clusters Score -2192529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2192530.250000 Penalty: 4838.099609
	Iteration 136Q: 3 clusters Score -2192530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2192537.500000 Penalty: 4838.099609
	Iteration 137Q: 3 clusters Score -2192538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2192537.500000 Penalty: 4838.099609
	Iteration 138Q: 3 clusters Score -2192538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2192533.500000 Penalty: 4838.099609
	Iteration 139Q: 3 clusters Score -2192534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2192538.000000 Penalty: 4838.099609
	Iteration 140F: 3 clusters Score -2192538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2192537.750000 Penalty: 4838.099609
	Iteration 141Q: 3 clusters Score -2192538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2192540.500000 Penalty: 4838.099609
	Iteration 142Q: 3 clusters Score -2192540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2192541.500000 Penalty: 4838.099609
	Iteration 143Q: 3 clusters Score -2192542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2192542.500000 Penalty: 4838.099609
	Iteration 144Q: 3 clusters Score -2192542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2192540.000000 Penalty: 4838.099609
	Iteration 145Q: 3 clusters Score -2192540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2192540.000000 Penalty: 4838.099609
	Iteration 146F: 3 clusters Score -2192540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -99161.453125 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -99161.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -97294.281250 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -97294.28 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97727.125000 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -97727.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98037.578125 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -98037.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98478.468750 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -98478.47 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99195.921875 Penalty: 3389.718018
	Iteration 4F: 3 clusters Score -99195.92 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99969.406250 Penalty: 3389.718018
	Iteration 5F: 3 clusters Score -99969.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100295.132812 Penalty: 3389.718018
	Iteration 6F: 3 clusters Score -100295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100457.695312 Penalty: 3389.718018
	Iteration 7Q: 3 clusters Score -100457.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100672.734375 Penalty: 3389.718018
	Iteration 8Q: 3 clusters Score -100672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100757.039062 Penalty: 3389.718018
	Iteration 9Q: 3 clusters Score -100757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100782.968750 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -100783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100822.382812 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -100822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100846.257812 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -100846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100881.710938 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -100881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100897.835938 Penalty: 3389.718018
	Iteration 14F: 3 clusters Score -100897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100918.070312 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -100918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100918.070312 Penalty: 3389.718018
	Iteration 16F: 3 clusters Score -100918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 618 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 311 members 
Entering Unmasked Estep 
Score: -142009648.000000 Penalty: 166335.640625
Splitting cluster 38 changes total score from -142009696.000000 to -142009648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (58305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Entering Unmasked Estep 
Score: -7359171.000000 Penalty: 2721.413818
	Iteration 0F: 2 clusters Score -7359171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -7319889.000000 Penalty: 5442.827637
	Iteration 0F: 3 clusters Score -7319889 nChanged 27116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -7334908.500000 Penalty: 5442.827637
	Iteration 1F: 3 clusters Score -7334908 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -7335482.500000 Penalty: 5442.827637
	Iteration 2Q: 3 clusters Score -7335482 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7336002.500000 Penalty: 5442.827637
	Iteration 3Q: 3 clusters Score -7336002 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -7336585.500000 Penalty: 5442.827637
	Iteration 4Q: 3 clusters Score -7336586 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7337160.000000 Penalty: 5442.827637
	Iteration 5Q: 3 clusters Score -7337160 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -7337837.500000 Penalty: 5442.827637
	Iteration 6Q: 3 clusters Score -7337838 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7338651.500000 Penalty: 5442.827637
	Iteration 7Q: 3 clusters Score -7338652 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -7339675.500000 Penalty: 5442.827637
	Iteration 8Q: 3 clusters Score -7339676 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -7341198.500000 Penalty: 5442.827637
	Iteration 9Q: 3 clusters Score -7341198 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -7343294.500000 Penalty: 5442.827637
	Iteration 10F: 3 clusters Score -7343294 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7345683.500000 Penalty: 5442.827637
	Iteration 11F: 3 clusters Score -7345684 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -7347931.500000 Penalty: 5442.827637
	Iteration 12F: 3 clusters Score -7347932 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -7349737.500000 Penalty: 5442.827637
	Iteration 13Q: 3 clusters Score -7349738 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -7350951.500000 Penalty: 5442.827637
	Iteration 14Q: 3 clusters Score -7350952 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -7351918.500000 Penalty: 5442.827637
	Iteration 15Q: 3 clusters Score -7351918 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -7352667.000000 Penalty: 5442.827637
	Iteration 16Q: 3 clusters Score -7352667 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -7353343.500000 Penalty: 5442.827637
	Iteration 17Q: 3 clusters Score -7353344 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -7353968.000000 Penalty: 5442.827637
	Iteration 18Q: 3 clusters Score -7353968 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -7354563.000000 Penalty: 5442.827637
	Iteration 19Q: 3 clusters Score -7354563 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -7354959.000000 Penalty: 5442.827637
	Iteration 20F: 3 clusters Score -7354959 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -7355264.000000 Penalty: 5442.827637
	Iteration 21Q: 3 clusters Score -7355264 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -7355492.500000 Penalty: 5442.827637
	Iteration 22Q: 3 clusters Score -7355492 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7355722.500000 Penalty: 5442.827637
	Iteration 23Q: 3 clusters Score -7355722 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -7355873.500000 Penalty: 5442.827637
	Iteration 24Q: 3 clusters Score -7355874 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7356020.000000 Penalty: 5442.827637
	Iteration 25Q: 3 clusters Score -7356020 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -7356153.500000 Penalty: 5442.827637
	Iteration 26Q: 3 clusters Score -7356154 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -7356239.500000 Penalty: 5442.827637
	Iteration 27Q: 3 clusters Score -7356240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -7356344.000000 Penalty: 5442.827637
	Iteration 28Q: 3 clusters Score -7356344 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7356408.500000 Penalty: 5442.827637
	Iteration 29Q: 3 clusters Score -7356408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7356455.000000 Penalty: 5442.827637
	Iteration 30Q: 3 clusters Score -7356455 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -7356499.500000 Penalty: 5442.827637
	Iteration 31Q: 3 clusters Score -7356500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7356537.000000 Penalty: 5442.827637
	Iteration 32Q: 3 clusters Score -7356537 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7356549.000000 Penalty: 5442.827637
	Iteration 33Q: 3 clusters Score -7356549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7356591.500000 Penalty: 5442.827637
	Iteration 34Q: 3 clusters Score -7356592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -7356632.500000 Penalty: 5442.827637
	Iteration 35Q: 3 clusters Score -7356632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7356680.000000 Penalty: 5442.827637
	Iteration 36Q: 3 clusters Score -7356680 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -7356703.500000 Penalty: 5442.827637
	Iteration 37Q: 3 clusters Score -7356704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7356719.000000 Penalty: 5442.827637
	Iteration 38Q: 3 clusters Score -7356719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -7356725.000000 Penalty: 5442.827637
	Iteration 39Q: 3 clusters Score -7356725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -7356756.500000 Penalty: 5442.827637
	Iteration 40F: 3 clusters Score -7356756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -7356773.000000 Penalty: 5442.827637
	Iteration 41Q: 3 clusters Score -7356773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -7356786.500000 Penalty: 5442.827637
	Iteration 42Q: 3 clusters Score -7356786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -7356797.000000 Penalty: 5442.827637
	Iteration 43Q: 3 clusters Score -7356797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -7356791.500000 Penalty: 5442.827637
	Iteration 44Q: 3 clusters Score -7356792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -7356798.000000 Penalty: 5442.827637
	Iteration 45Q: 3 clusters Score -7356798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -7356795.000000 Penalty: 5442.827637
	Iteration 46Q: 3 clusters Score -7356795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -7356816.500000 Penalty: 5442.827637
	Iteration 47Q: 3 clusters Score -7356816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -7356824.000000 Penalty: 5442.827637
	Iteration 48Q: 3 clusters Score -7356824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -7356828.500000 Penalty: 5442.827637
	Iteration 49Q: 3 clusters Score -7356828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -7356827.500000 Penalty: 5442.827637
	Iteration 50Q: 3 clusters Score -7356828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -7356846.000000 Penalty: 5442.827637
	Iteration 51Q: 3 clusters Score -7356846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -7356848.000000 Penalty: 5442.827637
	Iteration 52Q: 3 clusters Score -7356848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -7356845.000000 Penalty: 5442.827637
	Iteration 53Q: 3 clusters Score -7356845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -7356854.500000 Penalty: 5442.827637
	Iteration 54Q: 3 clusters Score -7356854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7356857.500000 Penalty: 5442.827637
	Iteration 55Q: 3 clusters Score -7356858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -7356857.000000 Penalty: 5442.827637
	Iteration 56Q: 3 clusters Score -7356857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -7356854.000000 Penalty: 5442.827637
	Iteration 57Q: 3 clusters Score -7356854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -7356856.000000 Penalty: 5442.827637
	Iteration 58Q: 3 clusters Score -7356856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -7356863.500000 Penalty: 5442.827637
	Iteration 59Q: 3 clusters Score -7356864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7356871.000000 Penalty: 5442.827637
	Iteration 60F: 3 clusters Score -7356871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -7356868.000000 Penalty: 5442.827637
	Iteration 61Q: 3 clusters Score -7356868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -7356874.000000 Penalty: 5442.827637
	Iteration 62Q: 3 clusters Score -7356874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7356876.500000 Penalty: 5442.827637
	Iteration 63Q: 3 clusters Score -7356876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7356873.500000 Penalty: 5442.827637
	Iteration 64Q: 3 clusters Score -7356874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7356869.000000 Penalty: 5442.827637
	Iteration 65Q: 3 clusters Score -7356869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -7356869.000000 Penalty: 5442.827637
	Iteration 66Q: 3 clusters Score -7356869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -7356871.500000 Penalty: 5442.827637
	Iteration 67Q: 3 clusters Score -7356872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -7356874.000000 Penalty: 5442.827637
	Iteration 68Q: 3 clusters Score -7356874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -7356876.500000 Penalty: 5442.827637
	Iteration 69Q: 3 clusters Score -7356876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -7356868.500000 Penalty: 5442.827637
	Iteration 70Q: 3 clusters Score -7356868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -7356873.000000 Penalty: 5442.827637
	Iteration 71Q: 3 clusters Score -7356873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -7356877.000000 Penalty: 5442.827637
	Iteration 72Q: 3 clusters Score -7356877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -7356886.000000 Penalty: 5442.827637
	Iteration 73Q: 3 clusters Score -7356886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -7356891.000000 Penalty: 5442.827637
	Iteration 74Q: 3 clusters Score -7356891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -7356891.500000 Penalty: 5442.827637
	Iteration 75Q: 3 clusters Score -7356892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7356897.500000 Penalty: 5442.827637
	Iteration 76Q: 3 clusters Score -7356898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -7356907.500000 Penalty: 5442.827637
	Iteration 77Q: 3 clusters Score -7356908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -7356907.500000 Penalty: 5442.827637
	Iteration 78Q: 3 clusters Score -7356908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7356918.000000 Penalty: 5442.827637
	Iteration 79Q: 3 clusters Score -7356918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -7356916.000000 Penalty: 5442.827637
	Iteration 80F: 3 clusters Score -7356916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -7356914.000000 Penalty: 5442.827637
	Iteration 81Q: 3 clusters Score -7356914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -7356921.500000 Penalty: 5442.827637
	Iteration 82Q: 3 clusters Score -7356922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7356918.000000 Penalty: 5442.827637
	Iteration 83Q: 3 clusters Score -7356918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7356918.000000 Penalty: 5442.827637
	Iteration 84F: 3 clusters Score -7356918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -310074.125000 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -310074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307038.750000 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -307038.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -307664.250000 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -307664.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -307885.437500 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -307885.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -308088.531250 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -308088.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -308250.562500 Penalty: 3924.016602
	Iteration 4F: 3 clusters Score -308250.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -308362.468750 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -308362.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308440.968750 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -308441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308488.000000 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -308488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -308536.187500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -308536.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308588.218750 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -308588.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -308632.500000 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -308632.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -308666.281250 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -308666.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -308698.093750 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -308698.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -308719.468750 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -308719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -308739.281250 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -308739.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -308756.062500 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -308756.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -308768.031250 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -308768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -308780.937500 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -308780.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -308795.531250 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -308795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -308806.250000 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -308806.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -308814.500000 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -308814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -308822.906250 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -308822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -308829.750000 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -308829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -308834.531250 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -308834.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -308836.906250 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -308836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -308838.437500 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -308838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -308840.750000 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -308840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -308842.656250 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -308842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308844.781250 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -308844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -308846.906250 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -308846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -308849.531250 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -308849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -308851.812500 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -308851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308852.500000 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -308852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308855.375000 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -308855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308856.812500 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -308856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -308857.500000 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -308857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308858.375000 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -308858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308858.375000 Penalty: 3924.016602
	Iteration 37F: 3 clusters Score -308858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -142608.875000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -142608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140551.046875 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -140551 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140978.625000 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -140978.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141180.218750 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -141180.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141355.062500 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -141355.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -141499.671875 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -141499.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -141612.250000 Penalty: 3530.937988
	Iteration 5F: 3 clusters Score -141612.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -141695.750000 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -141695.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141762.515625 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -141762.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141807.640625 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -141807.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -141834.953125 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -141835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141871.265625 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -141871.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -141883.218750 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -141883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -141897.750000 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -141897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141903.921875 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -141903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -141915.093750 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -141915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141918.265625 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -141918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -141920.515625 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -141920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -141923.796875 Penalty: 3530.937988
	Iteration 17F: 3 clusters Score -141923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141930.078125 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -141930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141930.078125 Penalty: 3530.937988
	Iteration 19F: 3 clusters Score -141930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -523404.375000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -523404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -519382.343750 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -519382.3 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -520366.687500 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -520366.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -520607.625000 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -520607.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -520781.906250 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -520781.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -520940.000000 Penalty: 4143.567871
	Iteration 4Q: 3 clusters Score -520940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -521066.625000 Penalty: 4143.567871
	Iteration 5Q: 3 clusters Score -521066.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -521153.562500 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -521153.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -521207.156250 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -521207.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -521252.843750 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -521252.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -521292.562500 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -521292.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -521324.875000 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -521324.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -521347.750000 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -521347.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -521367.375000 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -521367.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -521392.187500 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -521392.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -521414.656250 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -521414.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -521429.562500 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -521429.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -521446.656250 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -521446.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -521466.531250 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -521466.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -521490.812500 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -521490.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -521513.937500 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -521513.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -521539.187500 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -521539.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -521566.125000 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -521566.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -521598.375000 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -521598.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -521629.312500 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -521629.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -521662.093750 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -521662.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -521686.531250 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -521686.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -521712.250000 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -521712.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -521745.562500 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -521745.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -521774.906250 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -521774.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -521803.656250 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -521803.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -521827.062500 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -521827.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -521842.531250 Penalty: 4143.567871
	Iteration 31Q: 3 clusters Score -521842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -521853.625000 Penalty: 4143.567871
	Iteration 32Q: 3 clusters Score -521853.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -521862.687500 Penalty: 4143.567871
	Iteration 33Q: 3 clusters Score -521862.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -521871.156250 Penalty: 4143.567871
	Iteration 34Q: 3 clusters Score -521871.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -521878.250000 Penalty: 4143.567871
	Iteration 35Q: 3 clusters Score -521878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -521884.593750 Penalty: 4143.567871
	Iteration 36Q: 3 clusters Score -521884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -521887.312500 Penalty: 4143.567871
	Iteration 37Q: 3 clusters Score -521887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -521892.437500 Penalty: 4143.567871
	Iteration 38Q: 3 clusters Score -521892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -521895.781250 Penalty: 4143.567871
	Iteration 39Q: 3 clusters Score -521895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -521900.031250 Penalty: 4143.567871
	Iteration 40F: 3 clusters Score -521900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -521903.812500 Penalty: 4143.567871
	Iteration 41Q: 3 clusters Score -521903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -521906.593750 Penalty: 4143.567871
	Iteration 42Q: 3 clusters Score -521906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -521908.156250 Penalty: 4143.567871
	Iteration 43Q: 3 clusters Score -521908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -521910.781250 Penalty: 4143.567871
	Iteration 44Q: 3 clusters Score -521910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -521910.312500 Penalty: 4143.567871
	Iteration 45Q: 3 clusters Score -521910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -521910.562500 Penalty: 4143.567871
	Iteration 46Q: 3 clusters Score -521910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -521910.562500 Penalty: 4143.567871
	Iteration 47F: 3 clusters Score -521910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -770242.375000 Penalty: 2170.130127
	Iteration 0F: 2 clusters Score -770242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -764927.125000 Penalty: 4340.260254
	Iteration 0F: 3 clusters Score -764927.1 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -766232.625000 Penalty: 4340.260254
	Iteration 1F: 3 clusters Score -766232.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -766453.937500 Penalty: 4340.260254
	Iteration 2F: 3 clusters Score -766453.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -766600.875000 Penalty: 4340.260254
	Iteration 3F: 3 clusters Score -766600.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -766700.937500 Penalty: 4340.260254
	Iteration 4Q: 3 clusters Score -766700.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -766779.250000 Penalty: 4340.260254
	Iteration 5Q: 3 clusters Score -766779.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -766863.562500 Penalty: 4340.260254
	Iteration 6Q: 3 clusters Score -766863.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -766955.437500 Penalty: 4340.260254
	Iteration 7Q: 3 clusters Score -766955.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -767085.687500 Penalty: 4340.260254
	Iteration 8Q: 3 clusters Score -767085.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -767234.937500 Penalty: 4340.260254
	Iteration 9Q: 3 clusters Score -767234.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -767404.562500 Penalty: 4340.260254
	Iteration 10Q: 3 clusters Score -767404.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -767555.375000 Penalty: 4340.260254
	Iteration 11Q: 3 clusters Score -767555.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -767709.687500 Penalty: 4340.260254
	Iteration 12Q: 3 clusters Score -767709.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -767852.375000 Penalty: 4340.260254
	Iteration 13Q: 3 clusters Score -767852.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -767956.062500 Penalty: 4340.260254
	Iteration 14Q: 3 clusters Score -767956.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -768041.062500 Penalty: 4340.260254
	Iteration 15Q: 3 clusters Score -768041.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -768095.625000 Penalty: 4340.260254
	Iteration 16Q: 3 clusters Score -768095.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -768129.312500 Penalty: 4340.260254
	Iteration 17Q: 3 clusters Score -768129.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -768165.000000 Penalty: 4340.260254
	Iteration 18Q: 3 clusters Score -768165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -768187.625000 Penalty: 4340.260254
	Iteration 19Q: 3 clusters Score -768187.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -768208.312500 Penalty: 4340.260254
	Iteration 20F: 3 clusters Score -768208.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -768219.000000 Penalty: 4340.260254
	Iteration 21Q: 3 clusters Score -768219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -768230.562500 Penalty: 4340.260254
	Iteration 22Q: 3 clusters Score -768230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -768239.062500 Penalty: 4340.260254
	Iteration 23Q: 3 clusters Score -768239.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -768244.875000 Penalty: 4340.260254
	Iteration 24Q: 3 clusters Score -768244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -768252.312500 Penalty: 4340.260254
	Iteration 25Q: 3 clusters Score -768252.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -768261.500000 Penalty: 4340.260254
	Iteration 26Q: 3 clusters Score -768261.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -768269.875000 Penalty: 4340.260254
	Iteration 27Q: 3 clusters Score -768269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -768274.875000 Penalty: 4340.260254
	Iteration 28Q: 3 clusters Score -768274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -768280.437500 Penalty: 4340.260254
	Iteration 29Q: 3 clusters Score -768280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -768284.062500 Penalty: 4340.260254
	Iteration 30Q: 3 clusters Score -768284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -768287.750000 Penalty: 4340.260254
	Iteration 31Q: 3 clusters Score -768287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -768290.000000 Penalty: 4340.260254
	Iteration 32Q: 3 clusters Score -768290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -768293.000000 Penalty: 4340.260254
	Iteration 33Q: 3 clusters Score -768293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -768293.625000 Penalty: 4340.260254
	Iteration 34Q: 3 clusters Score -768293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -768295.187500 Penalty: 4340.260254
	Iteration 35Q: 3 clusters Score -768295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -768294.250000 Penalty: 4340.260254
	Iteration 36Q: 3 clusters Score -768294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -768294.250000 Penalty: 4340.260254
	Iteration 37F: 3 clusters Score -768294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (28585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Entering Unmasked Estep 
Score: -3635900.750000 Penalty: 2544.637939
	Iteration 0F: 2 clusters Score -3635901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3616343.500000 Penalty: 5089.275879
	Iteration 0F: 3 clusters Score -3616344 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3623296.250000 Penalty: 5089.275879
	Iteration 1F: 3 clusters Score -3623296 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3623798.750000 Penalty: 5089.275879
	Iteration 2Q: 3 clusters Score -3623799 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3624296.000000 Penalty: 5089.275879
	Iteration 3Q: 3 clusters Score -3624296 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3624851.750000 Penalty: 5089.275879
	Iteration 4Q: 3 clusters Score -3624852 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3625503.750000 Penalty: 5089.275879
	Iteration 5Q: 3 clusters Score -3625504 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3626271.250000 Penalty: 5089.275879
	Iteration 6Q: 3 clusters Score -3626271 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3627365.500000 Penalty: 5089.275879
	Iteration 7F: 3 clusters Score -3627366 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3628625.750000 Penalty: 5089.275879
	Iteration 8F: 3 clusters Score -3628626 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3629983.500000 Penalty: 5089.275879
	Iteration 9F: 3 clusters Score -3629984 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3631168.250000 Penalty: 5089.275879
	Iteration 10F: 3 clusters Score -3631168 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3632125.500000 Penalty: 5089.275879
	Iteration 11Q: 3 clusters Score -3632126 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3632741.750000 Penalty: 5089.275879
	Iteration 12Q: 3 clusters Score -3632742 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3633143.000000 Penalty: 5089.275879
	Iteration 13Q: 3 clusters Score -3633143 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3633433.500000 Penalty: 5089.275879
	Iteration 14Q: 3 clusters Score -3633434 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3633596.000000 Penalty: 5089.275879
	Iteration 15Q: 3 clusters Score -3633596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3633702.500000 Penalty: 5089.275879
	Iteration 16Q: 3 clusters Score -3633702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3633760.000000 Penalty: 5089.275879
	Iteration 17Q: 3 clusters Score -3633760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3633795.250000 Penalty: 5089.275879
	Iteration 18Q: 3 clusters Score -3633795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3633823.750000 Penalty: 5089.275879
	Iteration 19Q: 3 clusters Score -3633824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3633839.750000 Penalty: 5089.275879
	Iteration 20F: 3 clusters Score -3633840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3633855.000000 Penalty: 5089.275879
	Iteration 21Q: 3 clusters Score -3633855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3633859.500000 Penalty: 5089.275879
	Iteration 22Q: 3 clusters Score -3633860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3633863.750000 Penalty: 5089.275879
	Iteration 23Q: 3 clusters Score -3633864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3633880.750000 Penalty: 5089.275879
	Iteration 24Q: 3 clusters Score -3633881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3633891.000000 Penalty: 5089.275879
	Iteration 25Q: 3 clusters Score -3633891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3633894.000000 Penalty: 5089.275879
	Iteration 26Q: 3 clusters Score -3633894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3633895.500000 Penalty: 5089.275879
	Iteration 27Q: 3 clusters Score -3633896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3633907.250000 Penalty: 5089.275879
	Iteration 28Q: 3 clusters Score -3633907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3633906.750000 Penalty: 5089.275879
	Iteration 29Q: 3 clusters Score -3633907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3633910.500000 Penalty: 5089.275879
	Iteration 30Q: 3 clusters Score -3633910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3633909.500000 Penalty: 5089.275879
	Iteration 31Q: 3 clusters Score -3633910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3633912.500000 Penalty: 5089.275879
	Iteration 32Q: 3 clusters Score -3633912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3633914.750000 Penalty: 5089.275879
	Iteration 33Q: 3 clusters Score -3633915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3633915.750000 Penalty: 5089.275879
	Iteration 34Q: 3 clusters Score -3633916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3633919.000000 Penalty: 5089.275879
	Iteration 35Q: 3 clusters Score -3633919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3633918.000000 Penalty: 5089.275879
	Iteration 36Q: 3 clusters Score -3633918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3633920.000000 Penalty: 5089.275879
	Iteration 37Q: 3 clusters Score -3633920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3633920.000000 Penalty: 5089.275879
	Iteration 38F: 3 clusters Score -3633920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -2004039.875000 Penalty: 2401.977539
	Iteration 0F: 2 clusters Score -2004040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1992516.125000 Penalty: 4803.955078
	Iteration 0F: 3 clusters Score -1992516 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1996292.500000 Penalty: 4803.955078
	Iteration 1F: 3 clusters Score -1996292 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1996744.250000 Penalty: 4803.955078
	Iteration 2F: 3 clusters Score -1996744 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1997072.375000 Penalty: 4803.955078
	Iteration 3F: 3 clusters Score -1997072 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1997368.250000 Penalty: 4803.955078
	Iteration 4Q: 3 clusters Score -1997368 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1997604.000000 Penalty: 4803.955078
	Iteration 5Q: 3 clusters Score -1997604 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1997798.125000 Penalty: 4803.955078
	Iteration 6Q: 3 clusters Score -1997798 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1997976.375000 Penalty: 4803.955078
	Iteration 7Q: 3 clusters Score -1997976 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1998187.625000 Penalty: 4803.955078
	Iteration 8Q: 3 clusters Score -1998188 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1998451.875000 Penalty: 4803.955078
	Iteration 9Q: 3 clusters Score -1998452 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1998775.875000 Penalty: 4803.955078
	Iteration 10Q: 3 clusters Score -1998776 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1999155.125000 Penalty: 4803.955078
	Iteration 11Q: 3 clusters Score -1999155 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1999581.375000 Penalty: 4803.955078
	Iteration 12Q: 3 clusters Score -1999581 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2000009.750000 Penalty: 4803.955078
	Iteration 13Q: 3 clusters Score -2000010 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2000427.750000 Penalty: 4803.955078
	Iteration 14Q: 3 clusters Score -2000428 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2000815.375000 Penalty: 4803.955078
	Iteration 15Q: 3 clusters Score -2000815 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2001119.000000 Penalty: 4803.955078
	Iteration 16Q: 3 clusters Score -2001119 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2001344.125000 Penalty: 4803.955078
	Iteration 17Q: 3 clusters Score -2001344 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2001537.250000 Penalty: 4803.955078
	Iteration 18Q: 3 clusters Score -2001537 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2001674.250000 Penalty: 4803.955078
	Iteration 19Q: 3 clusters Score -2001674 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2001815.875000 Penalty: 4803.955078
	Iteration 20F: 3 clusters Score -2001816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2001914.875000 Penalty: 4803.955078
	Iteration 21Q: 3 clusters Score -2001915 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2001975.625000 Penalty: 4803.955078
	Iteration 22Q: 3 clusters Score -2001976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2002025.500000 Penalty: 4803.955078
	Iteration 23Q: 3 clusters Score -2002026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2002072.750000 Penalty: 4803.955078
	Iteration 24Q: 3 clusters Score -2002073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2002115.000000 Penalty: 4803.955078
	Iteration 25Q: 3 clusters Score -2002115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2002163.000000 Penalty: 4803.955078
	Iteration 26Q: 3 clusters Score -2002163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2002211.125000 Penalty: 4803.955078
	Iteration 27Q: 3 clusters Score -2002211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2002257.125000 Penalty: 4803.955078
	Iteration 28Q: 3 clusters Score -2002257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2002294.125000 Penalty: 4803.955078
	Iteration 29Q: 3 clusters Score -2002294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2002333.000000 Penalty: 4803.955078
	Iteration 30Q: 3 clusters Score -2002333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2002378.750000 Penalty: 4803.955078
	Iteration 31Q: 3 clusters Score -2002379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2002424.125000 Penalty: 4803.955078
	Iteration 32Q: 3 clusters Score -2002424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2002486.000000 Penalty: 4803.955078
	Iteration 33Q: 3 clusters Score -2002486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2002518.000000 Penalty: 4803.955078
	Iteration 34Q: 3 clusters Score -2002518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2002543.625000 Penalty: 4803.955078
	Iteration 35Q: 3 clusters Score -2002544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2002553.625000 Penalty: 4803.955078
	Iteration 36Q: 3 clusters Score -2002554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2002553.875000 Penalty: 4803.955078
	Iteration 37Q: 3 clusters Score -2002554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2002562.750000 Penalty: 4803.955078
	Iteration 38Q: 3 clusters Score -2002563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2002564.500000 Penalty: 4803.955078
	Iteration 39Q: 3 clusters Score -2002564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2002574.250000 Penalty: 4803.955078
	Iteration 40F: 3 clusters Score -2002574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2002577.750000 Penalty: 4803.955078
	Iteration 41Q: 3 clusters Score -2002578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2002576.250000 Penalty: 4803.955078
	Iteration 42Q: 3 clusters Score -2002576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2002578.500000 Penalty: 4803.955078
	Iteration 43Q: 3 clusters Score -2002578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2002577.250000 Penalty: 4803.955078
	Iteration 44Q: 3 clusters Score -2002577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2002577.250000 Penalty: 4803.955078
	Iteration 45F: 3 clusters Score -2002577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -92153.125000 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -92153.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90329.421875 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -90329.42 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90777.101562 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -90777.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91036.250000 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -91036.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91275.804688 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -91275.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91551.226562 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -91551.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91820.351562 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -91820.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91991.351562 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -91991.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92091.085938 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -92091.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92190.320312 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -92190.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92507.289062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -92507.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92523.500000 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -92523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92525.367188 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -92525.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92525.367188 Penalty: 3378.377197
	Iteration 12F: 3 clusters Score -92525.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 439 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 469 members 
Entering Unmasked Estep 
Score: -142008624.000000 Penalty: 166335.640625
Splitting cluster 46 changes total score from -142009696.000000 to -142008624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -39951.777344 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -39951.78 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 186 members 
Entering Unmasked Estep 
Score: -38579.832031 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -38579.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38731.593750 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -38731.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38775.578125 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -38775.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38793.558594 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -38793.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38804.105469 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38804.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38808.816406 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38808.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38815.523438 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38815.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38817.085938 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38817.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38821.292969 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -38821.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38821.292969 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -38821.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360740 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58093 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28585 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009664.000000 Penalty: 162870.312500
Iteration 239Q: 48 clusters Score -1.420097e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160041 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360741 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58092 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 162870.312500
Iteration 240F: 48 clusters Score -1.420097e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160040 members 
Mstep: Class 10 contains 24879 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360742 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58091 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8177 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58305 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009760.000000 Penalty: 162870.312500
Iteration 241Q: 48 clusters Score -1.420098e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360743 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58090 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009808.000000 Penalty: 162870.312500
Iteration 242Q: 48 clusters Score -1.420098e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160038 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29911 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58089 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58307 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009824.000000 Penalty: 162870.312500
Iteration 243Q: 48 clusters Score -1.420098e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160038 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360742 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58089 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58307 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009824.000000 Penalty: 162870.312500
Iteration 244Q: 48 clusters Score -1.420098e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51524 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360741 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58088 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58307 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009824.000000 Penalty: 162870.312500
Iteration 245Q: 48 clusters Score -1.420098e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360742 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58087 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009776.000000 Penalty: 162870.312500
Iteration 246Q: 48 clusters Score -1.420098e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360743 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009744.000000 Penalty: 162870.312500
Iteration 247Q: 48 clusters Score -1.420097e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009760.000000 Penalty: 162870.312500
Iteration 248Q: 48 clusters Score -1.420098e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009760.000000 Penalty: 162870.312500
Iteration 249F: 48 clusters Score -1.420098e+08 nChanged 0
Entering ConstructFrom: 
Score: -142009760.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (37710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Entering Unmasked Estep 
Score: -4653895.500000 Penalty: 2613.344727
	Iteration 0F: 2 clusters Score -4653896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4628353.500000 Penalty: 5226.689453
	Iteration 0F: 3 clusters Score -4628354 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4638144.500000 Penalty: 5226.689453
	Iteration 1F: 3 clusters Score -4638144 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4639134.000000 Penalty: 5226.689453
	Iteration 2F: 3 clusters Score -4639134 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4640228.000000 Penalty: 5226.689453
	Iteration 3F: 3 clusters Score -4640228 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4641533.500000 Penalty: 5226.689453
	Iteration 4F: 3 clusters Score -4641534 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4642909.000000 Penalty: 5226.689453
	Iteration 5F: 3 clusters Score -4642909 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4644568.500000 Penalty: 5226.689453
	Iteration 6F: 3 clusters Score -4644568 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4646357.500000 Penalty: 5226.689453
	Iteration 7F: 3 clusters Score -4646358 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4648143.000000 Penalty: 5226.689453
	Iteration 8F: 3 clusters Score -4648143 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4649697.500000 Penalty: 5226.689453
	Iteration 9F: 3 clusters Score -4649698 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4650938.500000 Penalty: 5226.689453
	Iteration 10Q: 3 clusters Score -4650938 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4651661.000000 Penalty: 5226.689453
	Iteration 11Q: 3 clusters Score -4651661 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4652152.500000 Penalty: 5226.689453
	Iteration 12Q: 3 clusters Score -4652152 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4652515.500000 Penalty: 5226.689453
	Iteration 13Q: 3 clusters Score -4652516 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4652732.500000 Penalty: 5226.689453
	Iteration 14Q: 3 clusters Score -4652732 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4652881.000000 Penalty: 5226.689453
	Iteration 15Q: 3 clusters Score -4652881 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4652978.000000 Penalty: 5226.689453
	Iteration 16Q: 3 clusters Score -4652978 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4653030.500000 Penalty: 5226.689453
	Iteration 17Q: 3 clusters Score -4653030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4653077.500000 Penalty: 5226.689453
	Iteration 18Q: 3 clusters Score -4653078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4653106.500000 Penalty: 5226.689453
	Iteration 19Q: 3 clusters Score -4653106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4653137.000000 Penalty: 5226.689453
	Iteration 20F: 3 clusters Score -4653137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4653150.500000 Penalty: 5226.689453
	Iteration 21Q: 3 clusters Score -4653150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4653164.000000 Penalty: 5226.689453
	Iteration 22Q: 3 clusters Score -4653164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4653167.000000 Penalty: 5226.689453
	Iteration 23Q: 3 clusters Score -4653167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4653170.500000 Penalty: 5226.689453
	Iteration 24Q: 3 clusters Score -4653170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4653184.500000 Penalty: 5226.689453
	Iteration 25Q: 3 clusters Score -4653184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4653176.500000 Penalty: 5226.689453
	Iteration 26Q: 3 clusters Score -4653176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4653186.500000 Penalty: 5226.689453
	Iteration 27Q: 3 clusters Score -4653186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4653193.000000 Penalty: 5226.689453
	Iteration 28Q: 3 clusters Score -4653193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4653197.000000 Penalty: 5226.689453
	Iteration 29Q: 3 clusters Score -4653197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4653194.500000 Penalty: 5226.689453
	Iteration 30Q: 3 clusters Score -4653194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4653199.000000 Penalty: 5226.689453
	Iteration 31Q: 3 clusters Score -4653199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4653200.500000 Penalty: 5226.689453
	Iteration 32Q: 3 clusters Score -4653200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4653195.000000 Penalty: 5226.689453
	Iteration 33Q: 3 clusters Score -4653195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4653192.000000 Penalty: 5226.689453
	Iteration 34Q: 3 clusters Score -4653192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4653196.000000 Penalty: 5226.689453
	Iteration 35Q: 3 clusters Score -4653196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4653200.000000 Penalty: 5226.689453
	Iteration 36Q: 3 clusters Score -4653200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4653200.000000 Penalty: 5226.689453
	Iteration 37Q: 3 clusters Score -4653200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4653201.000000 Penalty: 5226.689453
	Iteration 38Q: 3 clusters Score -4653201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4653199.500000 Penalty: 5226.689453
	Iteration 39Q: 3 clusters Score -4653200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4653198.000000 Penalty: 5226.689453
	Iteration 40F: 3 clusters Score -4653198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Entering Unmasked Estep 
Score: -1712841.375000 Penalty: 2383.110840
	Iteration 0F: 2 clusters Score -1712841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1702048.625000 Penalty: 4766.221680
	Iteration 0F: 3 clusters Score -1702049 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1705660.375000 Penalty: 4766.221680
	Iteration 1F: 3 clusters Score -1705660 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1706127.750000 Penalty: 4766.221680
	Iteration 2F: 3 clusters Score -1706128 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1706540.750000 Penalty: 4766.221680
	Iteration 3F: 3 clusters Score -1706541 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1706914.750000 Penalty: 4766.221680
	Iteration 4Q: 3 clusters Score -1706915 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1707298.000000 Penalty: 4766.221680
	Iteration 5Q: 3 clusters Score -1707298 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1707706.875000 Penalty: 4766.221680
	Iteration 6Q: 3 clusters Score -1707707 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1708139.375000 Penalty: 4766.221680
	Iteration 7Q: 3 clusters Score -1708139 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1708569.500000 Penalty: 4766.221680
	Iteration 8Q: 3 clusters Score -1708570 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1709001.000000 Penalty: 4766.221680
	Iteration 9Q: 3 clusters Score -1709001 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1709382.000000 Penalty: 4766.221680
	Iteration 10Q: 3 clusters Score -1709382 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1709700.000000 Penalty: 4766.221680
	Iteration 11Q: 3 clusters Score -1709700 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1709957.625000 Penalty: 4766.221680
	Iteration 12Q: 3 clusters Score -1709958 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1710163.875000 Penalty: 4766.221680
	Iteration 13Q: 3 clusters Score -1710164 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1710307.125000 Penalty: 4766.221680
	Iteration 14Q: 3 clusters Score -1710307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1710391.875000 Penalty: 4766.221680
	Iteration 15Q: 3 clusters Score -1710392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1710476.875000 Penalty: 4766.221680
	Iteration 16Q: 3 clusters Score -1710477 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1710553.500000 Penalty: 4766.221680
	Iteration 17Q: 3 clusters Score -1710554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1710609.250000 Penalty: 4766.221680
	Iteration 18Q: 3 clusters Score -1710609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1710655.250000 Penalty: 4766.221680
	Iteration 19Q: 3 clusters Score -1710655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1710701.625000 Penalty: 4766.221680
	Iteration 20F: 3 clusters Score -1710702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1710726.750000 Penalty: 4766.221680
	Iteration 21Q: 3 clusters Score -1710727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1710751.250000 Penalty: 4766.221680
	Iteration 22Q: 3 clusters Score -1710751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1710793.500000 Penalty: 4766.221680
	Iteration 23Q: 3 clusters Score -1710794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1710842.250000 Penalty: 4766.221680
	Iteration 24Q: 3 clusters Score -1710842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1710888.500000 Penalty: 4766.221680
	Iteration 25Q: 3 clusters Score -1710888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1710923.875000 Penalty: 4766.221680
	Iteration 26Q: 3 clusters Score -1710924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1710975.250000 Penalty: 4766.221680
	Iteration 27Q: 3 clusters Score -1710975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1711023.625000 Penalty: 4766.221680
	Iteration 28Q: 3 clusters Score -1711024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1711071.875000 Penalty: 4766.221680
	Iteration 29Q: 3 clusters Score -1711072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1711101.375000 Penalty: 4766.221680
	Iteration 30Q: 3 clusters Score -1711101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1711125.750000 Penalty: 4766.221680
	Iteration 31Q: 3 clusters Score -1711126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1711143.500000 Penalty: 4766.221680
	Iteration 32Q: 3 clusters Score -1711144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1711152.500000 Penalty: 4766.221680
	Iteration 33Q: 3 clusters Score -1711152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1711164.750000 Penalty: 4766.221680
	Iteration 34Q: 3 clusters Score -1711165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1711177.000000 Penalty: 4766.221680
	Iteration 35Q: 3 clusters Score -1711177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1711184.625000 Penalty: 4766.221680
	Iteration 36Q: 3 clusters Score -1711185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1711189.750000 Penalty: 4766.221680
	Iteration 37Q: 3 clusters Score -1711190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1711195.000000 Penalty: 4766.221680
	Iteration 38Q: 3 clusters Score -1711195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1711198.375000 Penalty: 4766.221680
	Iteration 39Q: 3 clusters Score -1711198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1711202.000000 Penalty: 4766.221680
	Iteration 40F: 3 clusters Score -1711202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1711202.625000 Penalty: 4766.221680
	Iteration 41Q: 3 clusters Score -1711203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1711205.625000 Penalty: 4766.221680
	Iteration 42Q: 3 clusters Score -1711206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1711204.375000 Penalty: 4766.221680
	Iteration 43Q: 3 clusters Score -1711204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1711208.500000 Penalty: 4766.221680
	Iteration 44Q: 3 clusters Score -1711208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1711210.250000 Penalty: 4766.221680
	Iteration 45Q: 3 clusters Score -1711210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1711209.000000 Penalty: 4766.221680
	Iteration 46Q: 3 clusters Score -1711209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1711213.000000 Penalty: 4766.221680
	Iteration 47Q: 3 clusters Score -1711213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1711214.500000 Penalty: 4766.221680
	Iteration 48Q: 3 clusters Score -1711214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1711215.125000 Penalty: 4766.221680
	Iteration 49Q: 3 clusters Score -1711215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1711216.250000 Penalty: 4766.221680
	Iteration 50Q: 3 clusters Score -1711216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1711217.000000 Penalty: 4766.221680
	Iteration 51Q: 3 clusters Score -1711217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1711218.250000 Penalty: 4766.221680
	Iteration 52Q: 3 clusters Score -1711218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1711215.250000 Penalty: 4766.221680
	Iteration 53Q: 3 clusters Score -1711215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1711219.000000 Penalty: 4766.221680
	Iteration 54Q: 3 clusters Score -1711219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1711217.625000 Penalty: 4766.221680
	Iteration 55Q: 3 clusters Score -1711218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1711219.875000 Penalty: 4766.221680
	Iteration 56Q: 3 clusters Score -1711220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1711219.125000 Penalty: 4766.221680
	Iteration 57Q: 3 clusters Score -1711219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1711219.125000 Penalty: 4766.221680
	Iteration 58F: 3 clusters Score -1711219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Entering Unmasked Estep 
Score: -2500626.750000 Penalty: 2466.909912
	Iteration 0F: 2 clusters Score -2500627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2485818.000000 Penalty: 4933.819824
	Iteration 0F: 3 clusters Score -2485818 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2490625.750000 Penalty: 4933.819824
	Iteration 1F: 3 clusters Score -2490626 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2491004.000000 Penalty: 4933.819824
	Iteration 2F: 3 clusters Score -2491004 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2491358.500000 Penalty: 4933.819824
	Iteration 3Q: 3 clusters Score -2491358 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2491678.250000 Penalty: 4933.819824
	Iteration 4Q: 3 clusters Score -2491678 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2491950.250000 Penalty: 4933.819824
	Iteration 5Q: 3 clusters Score -2491950 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2492259.750000 Penalty: 4933.819824
	Iteration 6Q: 3 clusters Score -2492260 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2492638.750000 Penalty: 4933.819824
	Iteration 7Q: 3 clusters Score -2492639 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2493081.250000 Penalty: 4933.819824
	Iteration 8Q: 3 clusters Score -2493081 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2493533.000000 Penalty: 4933.819824
	Iteration 9Q: 3 clusters Score -2493533 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2494063.500000 Penalty: 4933.819824
	Iteration 10Q: 3 clusters Score -2494064 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2494710.250000 Penalty: 4933.819824
	Iteration 11Q: 3 clusters Score -2494710 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2495335.750000 Penalty: 4933.819824
	Iteration 12Q: 3 clusters Score -2495336 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2495857.000000 Penalty: 4933.819824
	Iteration 13Q: 3 clusters Score -2495857 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2496243.250000 Penalty: 4933.819824
	Iteration 14Q: 3 clusters Score -2496243 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2496547.250000 Penalty: 4933.819824
	Iteration 15Q: 3 clusters Score -2496547 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2496792.250000 Penalty: 4933.819824
	Iteration 16Q: 3 clusters Score -2496792 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2497030.000000 Penalty: 4933.819824
	Iteration 17Q: 3 clusters Score -2497030 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2497209.750000 Penalty: 4933.819824
	Iteration 18Q: 3 clusters Score -2497210 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2497420.500000 Penalty: 4933.819824
	Iteration 19Q: 3 clusters Score -2497420 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2497618.250000 Penalty: 4933.819824
	Iteration 20F: 3 clusters Score -2497618 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2497804.000000 Penalty: 4933.819824
	Iteration 21Q: 3 clusters Score -2497804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2497958.500000 Penalty: 4933.819824
	Iteration 22Q: 3 clusters Score -2497958 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2498059.250000 Penalty: 4933.819824
	Iteration 23Q: 3 clusters Score -2498059 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2498121.750000 Penalty: 4933.819824
	Iteration 24Q: 3 clusters Score -2498122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2498180.750000 Penalty: 4933.819824
	Iteration 25Q: 3 clusters Score -2498181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2498235.750000 Penalty: 4933.819824
	Iteration 26Q: 3 clusters Score -2498236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2498271.250000 Penalty: 4933.819824
	Iteration 27Q: 3 clusters Score -2498271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2498292.500000 Penalty: 4933.819824
	Iteration 28Q: 3 clusters Score -2498292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2498322.000000 Penalty: 4933.819824
	Iteration 29Q: 3 clusters Score -2498322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2498334.500000 Penalty: 4933.819824
	Iteration 30Q: 3 clusters Score -2498334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2498351.250000 Penalty: 4933.819824
	Iteration 31Q: 3 clusters Score -2498351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2498379.500000 Penalty: 4933.819824
	Iteration 32Q: 3 clusters Score -2498380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2498393.000000 Penalty: 4933.819824
	Iteration 33Q: 3 clusters Score -2498393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2498412.750000 Penalty: 4933.819824
	Iteration 34Q: 3 clusters Score -2498413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2498437.000000 Penalty: 4933.819824
	Iteration 35Q: 3 clusters Score -2498437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2498457.500000 Penalty: 4933.819824
	Iteration 36Q: 3 clusters Score -2498458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2498480.250000 Penalty: 4933.819824
	Iteration 37Q: 3 clusters Score -2498480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2498499.750000 Penalty: 4933.819824
	Iteration 38Q: 3 clusters Score -2498500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2498521.750000 Penalty: 4933.819824
	Iteration 39Q: 3 clusters Score -2498522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2498528.750000 Penalty: 4933.819824
	Iteration 40F: 3 clusters Score -2498529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2498548.000000 Penalty: 4933.819824
	Iteration 41Q: 3 clusters Score -2498548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2498558.000000 Penalty: 4933.819824
	Iteration 42Q: 3 clusters Score -2498558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2498584.000000 Penalty: 4933.819824
	Iteration 43Q: 3 clusters Score -2498584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2498600.500000 Penalty: 4933.819824
	Iteration 44Q: 3 clusters Score -2498600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2498607.750000 Penalty: 4933.819824
	Iteration 45Q: 3 clusters Score -2498608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2498615.250000 Penalty: 4933.819824
	Iteration 46Q: 3 clusters Score -2498615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2498625.500000 Penalty: 4933.819824
	Iteration 47Q: 3 clusters Score -2498626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2498628.000000 Penalty: 4933.819824
	Iteration 48Q: 3 clusters Score -2498628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2498633.000000 Penalty: 4933.819824
	Iteration 49Q: 3 clusters Score -2498633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2498628.500000 Penalty: 4933.819824
	Iteration 50Q: 3 clusters Score -2498628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2498628.500000 Penalty: 4933.819824
	Iteration 51Q: 3 clusters Score -2498628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2498630.000000 Penalty: 4933.819824
	Iteration 52Q: 3 clusters Score -2498630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2498633.750000 Penalty: 4933.819824
	Iteration 53Q: 3 clusters Score -2498634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2498636.250000 Penalty: 4933.819824
	Iteration 54Q: 3 clusters Score -2498636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2498642.750000 Penalty: 4933.819824
	Iteration 55Q: 3 clusters Score -2498643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2498646.000000 Penalty: 4933.819824
	Iteration 56Q: 3 clusters Score -2498646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2498645.750000 Penalty: 4933.819824
	Iteration 57Q: 3 clusters Score -2498646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2498647.500000 Penalty: 4933.819824
	Iteration 58Q: 3 clusters Score -2498648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2498650.250000 Penalty: 4933.819824
	Iteration 59Q: 3 clusters Score -2498650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2498651.000000 Penalty: 4933.819824
	Iteration 60F: 3 clusters Score -2498651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2498660.000000 Penalty: 4933.819824
	Iteration 61Q: 3 clusters Score -2498660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2498661.500000 Penalty: 4933.819824
	Iteration 62Q: 3 clusters Score -2498662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2498664.500000 Penalty: 4933.819824
	Iteration 63Q: 3 clusters Score -2498664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2498668.500000 Penalty: 4933.819824
	Iteration 64Q: 3 clusters Score -2498668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2498668.750000 Penalty: 4933.819824
	Iteration 65Q: 3 clusters Score -2498669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2498671.000000 Penalty: 4933.819824
	Iteration 66Q: 3 clusters Score -2498671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2498671.750000 Penalty: 4933.819824
	Iteration 67Q: 3 clusters Score -2498672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2498671.500000 Penalty: 4933.819824
	Iteration 68Q: 3 clusters Score -2498672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2498672.500000 Penalty: 4933.819824
	Iteration 69Q: 3 clusters Score -2498672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2498674.500000 Penalty: 4933.819824
	Iteration 70Q: 3 clusters Score -2498674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2498674.250000 Penalty: 4933.819824
	Iteration 71Q: 3 clusters Score -2498674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2498676.000000 Penalty: 4933.819824
	Iteration 72Q: 3 clusters Score -2498676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2498676.000000 Penalty: 4933.819824
	Iteration 73F: 3 clusters Score -2498676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -163904.593750 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -163904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161660.531250 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -161660.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162048.609375 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -162048.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162203.156250 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -162203.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162326.203125 Penalty: 3600.870361
	Iteration 3F: 3 clusters Score -162326.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162410.109375 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -162410.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -162494.046875 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -162494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162587.890625 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -162587.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162656.125000 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -162656.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162715.890625 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -162715.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162787.062500 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -162787.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -162879.812500 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -162879.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162950.218750 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -162950.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -163008.015625 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -163008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163060.234375 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -163060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163114.578125 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -163114.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -163142.281250 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -163142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -163157.687500 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -163157.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163174.218750 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -163174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163179.328125 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -163179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163184.859375 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -163184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163186.812500 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -163186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163189.296875 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -163189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163192.437500 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -163192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163192.437500 Penalty: 3600.870361
	Iteration 23F: 3 clusters Score -163192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Entering Unmasked Estep 
Score: -1310691.750000 Penalty: 2300.758301
	Iteration 0F: 2 clusters Score -1310692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1302528.375000 Penalty: 4601.516602
	Iteration 0F: 3 clusters Score -1302528 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1305038.125000 Penalty: 4601.516602
	Iteration 1F: 3 clusters Score -1305038 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1305652.250000 Penalty: 4601.516602
	Iteration 2F: 3 clusters Score -1305652 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1306199.625000 Penalty: 4601.516602
	Iteration 3F: 3 clusters Score -1306200 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1306705.875000 Penalty: 4601.516602
	Iteration 4F: 3 clusters Score -1306706 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1307266.000000 Penalty: 4601.516602
	Iteration 5F: 3 clusters Score -1307266 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1307884.250000 Penalty: 4601.516602
	Iteration 6F: 3 clusters Score -1307884 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1308481.000000 Penalty: 4601.516602
	Iteration 7F: 3 clusters Score -1308481 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1308913.625000 Penalty: 4601.516602
	Iteration 8Q: 3 clusters Score -1308914 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1309203.375000 Penalty: 4601.516602
	Iteration 9Q: 3 clusters Score -1309203 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1309425.000000 Penalty: 4601.516602
	Iteration 10Q: 3 clusters Score -1309425 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1309559.750000 Penalty: 4601.516602
	Iteration 11Q: 3 clusters Score -1309560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1309679.250000 Penalty: 4601.516602
	Iteration 12Q: 3 clusters Score -1309679 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1309787.250000 Penalty: 4601.516602
	Iteration 13Q: 3 clusters Score -1309787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1309857.625000 Penalty: 4601.516602
	Iteration 14Q: 3 clusters Score -1309858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1309891.000000 Penalty: 4601.516602
	Iteration 15Q: 3 clusters Score -1309891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1309938.500000 Penalty: 4601.516602
	Iteration 16Q: 3 clusters Score -1309938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1309972.625000 Penalty: 4601.516602
	Iteration 17Q: 3 clusters Score -1309973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1309990.875000 Penalty: 4601.516602
	Iteration 18Q: 3 clusters Score -1309991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1310010.625000 Penalty: 4601.516602
	Iteration 19Q: 3 clusters Score -1310011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1310022.500000 Penalty: 4601.516602
	Iteration 20F: 3 clusters Score -1310022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1310024.375000 Penalty: 4601.516602
	Iteration 21Q: 3 clusters Score -1310024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1310034.125000 Penalty: 4601.516602
	Iteration 22Q: 3 clusters Score -1310034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1310038.125000 Penalty: 4601.516602
	Iteration 23Q: 3 clusters Score -1310038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1310052.125000 Penalty: 4601.516602
	Iteration 24Q: 3 clusters Score -1310052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1310056.375000 Penalty: 4601.516602
	Iteration 25Q: 3 clusters Score -1310056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1310059.750000 Penalty: 4601.516602
	Iteration 26Q: 3 clusters Score -1310060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1310066.125000 Penalty: 4601.516602
	Iteration 27Q: 3 clusters Score -1310066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1310067.750000 Penalty: 4601.516602
	Iteration 28Q: 3 clusters Score -1310068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1310070.625000 Penalty: 4601.516602
	Iteration 29Q: 3 clusters Score -1310071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1310071.750000 Penalty: 4601.516602
	Iteration 30Q: 3 clusters Score -1310072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1310075.625000 Penalty: 4601.516602
	Iteration 31Q: 3 clusters Score -1310076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1310075.625000 Penalty: 4601.516602
	Iteration 32F: 3 clusters Score -1310076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -23730.435547 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -23730.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22584.523438 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -22584.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22819.494141 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -22819.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22898.650391 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -22898.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22949.619141 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -22949.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23024.998047 Penalty: 2813.968262
	Iteration 4F: 3 clusters Score -23025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23067.228516 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -23067.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23115.998047 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -23116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23135.890625 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -23135.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23135.890625 Penalty: 2813.968262
	Iteration 8F: 3 clusters Score -23135.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Entering Unmasked Estep 
Score: -6530377.500000 Penalty: 2690.755859
	Iteration 0F: 2 clusters Score -6530378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6495741.000000 Penalty: 5381.511719
	Iteration 0F: 3 clusters Score -6495741 nChanged 23819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6509150.000000 Penalty: 5381.511719
	Iteration 1F: 3 clusters Score -6509150 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6510230.500000 Penalty: 5381.511719
	Iteration 2Q: 3 clusters Score -6510230 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -6511567.000000 Penalty: 5381.511719
	Iteration 3F: 3 clusters Score -6511567 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6513625.000000 Penalty: 5381.511719
	Iteration 4F: 3 clusters Score -6513625 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -6516407.500000 Penalty: 5381.511719
	Iteration 5F: 3 clusters Score -6516408 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -6519821.000000 Penalty: 5381.511719
	Iteration 6F: 3 clusters Score -6519821 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6522986.000000 Penalty: 5381.511719
	Iteration 7F: 3 clusters Score -6522986 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6525278.500000 Penalty: 5381.511719
	Iteration 8Q: 3 clusters Score -6525278 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -6526612.000000 Penalty: 5381.511719
	Iteration 9Q: 3 clusters Score -6526612 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6527245.500000 Penalty: 5381.511719
	Iteration 10Q: 3 clusters Score -6527246 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6527575.000000 Penalty: 5381.511719
	Iteration 11Q: 3 clusters Score -6527575 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -6527737.500000 Penalty: 5381.511719
	Iteration 12Q: 3 clusters Score -6527738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6527830.000000 Penalty: 5381.511719
	Iteration 13Q: 3 clusters Score -6527830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6527881.500000 Penalty: 5381.511719
	Iteration 14Q: 3 clusters Score -6527882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -6527906.000000 Penalty: 5381.511719
	Iteration 15Q: 3 clusters Score -6527906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -6527926.500000 Penalty: 5381.511719
	Iteration 16Q: 3 clusters Score -6527926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6527937.500000 Penalty: 5381.511719
	Iteration 17Q: 3 clusters Score -6527938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -6527951.000000 Penalty: 5381.511719
	Iteration 18Q: 3 clusters Score -6527951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6527968.500000 Penalty: 5381.511719
	Iteration 19Q: 3 clusters Score -6527968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6527978.500000 Penalty: 5381.511719
	Iteration 20F: 3 clusters Score -6527978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6527981.000000 Penalty: 5381.511719
	Iteration 21Q: 3 clusters Score -6527981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -6527985.000000 Penalty: 5381.511719
	Iteration 22Q: 3 clusters Score -6527985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6527994.500000 Penalty: 5381.511719
	Iteration 23Q: 3 clusters Score -6527994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6527998.500000 Penalty: 5381.511719
	Iteration 24Q: 3 clusters Score -6527998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6528009.500000 Penalty: 5381.511719
	Iteration 25Q: 3 clusters Score -6528010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6528011.500000 Penalty: 5381.511719
	Iteration 26Q: 3 clusters Score -6528012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6528019.000000 Penalty: 5381.511719
	Iteration 27Q: 3 clusters Score -6528019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6528019.000000 Penalty: 5381.511719
	Iteration 28F: 3 clusters Score -6528019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Entering Unmasked Estep 
Score: -6967038.000000 Penalty: 2713.597412
	Iteration 0F: 2 clusters Score -6967038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -6929056.000000 Penalty: 5427.194824
	Iteration 0F: 3 clusters Score -6929056 nChanged 26250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6943427.000000 Penalty: 5427.194824
	Iteration 1F: 3 clusters Score -6943427 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -6944035.500000 Penalty: 5427.194824
	Iteration 2Q: 3 clusters Score -6944036 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6944589.500000 Penalty: 5427.194824
	Iteration 3Q: 3 clusters Score -6944590 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -6945247.000000 Penalty: 5427.194824
	Iteration 4Q: 3 clusters Score -6945247 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -6946209.500000 Penalty: 5427.194824
	Iteration 5Q: 3 clusters Score -6946210 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -6947679.000000 Penalty: 5427.194824
	Iteration 6F: 3 clusters Score -6947679 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -6950009.500000 Penalty: 5427.194824
	Iteration 7F: 3 clusters Score -6950010 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -6953606.500000 Penalty: 5427.194824
	Iteration 8F: 3 clusters Score -6953606 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6958007.500000 Penalty: 5427.194824
	Iteration 9F: 3 clusters Score -6958008 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6961584.500000 Penalty: 5427.194824
	Iteration 10F: 3 clusters Score -6961584 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6963571.000000 Penalty: 5427.194824
	Iteration 11Q: 3 clusters Score -6963571 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6964251.000000 Penalty: 5427.194824
	Iteration 12Q: 3 clusters Score -6964251 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -6964518.500000 Penalty: 5427.194824
	Iteration 13Q: 3 clusters Score -6964518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -6964636.500000 Penalty: 5427.194824
	Iteration 14Q: 3 clusters Score -6964636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -6964678.500000 Penalty: 5427.194824
	Iteration 15Q: 3 clusters Score -6964678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6964722.000000 Penalty: 5427.194824
	Iteration 16Q: 3 clusters Score -6964722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -6964743.500000 Penalty: 5427.194824
	Iteration 17Q: 3 clusters Score -6964744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -6964757.000000 Penalty: 5427.194824
	Iteration 18Q: 3 clusters Score -6964757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6964770.500000 Penalty: 5427.194824
	Iteration 19Q: 3 clusters Score -6964770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6964771.000000 Penalty: 5427.194824
	Iteration 20F: 3 clusters Score -6964771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -6964775.000000 Penalty: 5427.194824
	Iteration 21Q: 3 clusters Score -6964775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6964771.500000 Penalty: 5427.194824
	Iteration 22Q: 3 clusters Score -6964772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6964771.500000 Penalty: 5427.194824
	Iteration 23F: 3 clusters Score -6964772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (160039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Entering Unmasked Estep 
Score: -19793178.000000 Penalty: 2971.826660
	Iteration 0F: 2 clusters Score -1.979318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -19686082.000000 Penalty: 5943.653320
	Iteration 0F: 3 clusters Score -1.968608e+07 nChanged 76402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -19730496.000000 Penalty: 5943.653320
	Iteration 1F: 3 clusters Score -1.97305e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -19731760.000000 Penalty: 5943.653320
	Iteration 2Q: 3 clusters Score -1.973176e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -19733524.000000 Penalty: 5943.653320
	Iteration 3Q: 3 clusters Score -1.973352e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -19735764.000000 Penalty: 5943.653320
	Iteration 4Q: 3 clusters Score -1.973576e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -19738650.000000 Penalty: 5943.653320
	Iteration 5Q: 3 clusters Score -1.973865e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -19743174.000000 Penalty: 5943.653320
	Iteration 6F: 3 clusters Score -1.974317e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -19748410.000000 Penalty: 5943.653320
	Iteration 7F: 3 clusters Score -1.974841e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -19754544.000000 Penalty: 5943.653320
	Iteration 8F: 3 clusters Score -1.975454e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -19761076.000000 Penalty: 5943.653320
	Iteration 9F: 3 clusters Score -1.976108e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -19766730.000000 Penalty: 5943.653320
	Iteration 10F: 3 clusters Score -1.976673e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -19770850.000000 Penalty: 5943.653320
	Iteration 11Q: 3 clusters Score -1.977085e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -19773404.000000 Penalty: 5943.653320
	Iteration 12Q: 3 clusters Score -1.97734e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -19775038.000000 Penalty: 5943.653320
	Iteration 13Q: 3 clusters Score -1.977504e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -19776038.000000 Penalty: 5943.653320
	Iteration 14Q: 3 clusters Score -1.977604e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -19776740.000000 Penalty: 5943.653320
	Iteration 15Q: 3 clusters Score -1.977674e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -19777486.000000 Penalty: 5943.653320
	Iteration 16Q: 3 clusters Score -1.977749e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -19778026.000000 Penalty: 5943.653320
	Iteration 17Q: 3 clusters Score -1.977803e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -19778364.000000 Penalty: 5943.653320
	Iteration 18Q: 3 clusters Score -1.977836e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -19778710.000000 Penalty: 5943.653320
	Iteration 19Q: 3 clusters Score -1.977871e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -19779000.000000 Penalty: 5943.653320
	Iteration 20F: 3 clusters Score -1.9779e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110504 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -19779166.000000 Penalty: 5943.653320
	Iteration 21Q: 3 clusters Score -1.977917e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -19779318.000000 Penalty: 5943.653320
	Iteration 22Q: 3 clusters Score -1.977932e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -19779454.000000 Penalty: 5943.653320
	Iteration 23Q: 3 clusters Score -1.977945e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -19779518.000000 Penalty: 5943.653320
	Iteration 24Q: 3 clusters Score -1.977952e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113334 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -19779590.000000 Penalty: 5943.653320
	Iteration 25Q: 3 clusters Score -1.977959e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -19779690.000000 Penalty: 5943.653320
	Iteration 26Q: 3 clusters Score -1.977969e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -19779782.000000 Penalty: 5943.653320
	Iteration 27Q: 3 clusters Score -1.977978e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -19779766.000000 Penalty: 5943.653320
	Iteration 28Q: 3 clusters Score -1.977977e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115729 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -19779794.000000 Penalty: 5943.653320
	Iteration 29Q: 3 clusters Score -1.977979e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -19779850.000000 Penalty: 5943.653320
	Iteration 30Q: 3 clusters Score -1.977985e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116823 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -19779866.000000 Penalty: 5943.653320
	Iteration 31Q: 3 clusters Score -1.977987e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -19779884.000000 Penalty: 5943.653320
	Iteration 32Q: 3 clusters Score -1.977988e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -19779984.000000 Penalty: 5943.653320
	Iteration 33Q: 3 clusters Score -1.977998e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -19780048.000000 Penalty: 5943.653320
	Iteration 34Q: 3 clusters Score -1.978005e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118985 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -19780168.000000 Penalty: 5943.653320
	Iteration 35Q: 3 clusters Score -1.978017e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -19780172.000000 Penalty: 5943.653320
	Iteration 36Q: 3 clusters Score -1.978017e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120059 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -19780166.000000 Penalty: 5943.653320
	Iteration 37Q: 3 clusters Score -1.978017e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -19780218.000000 Penalty: 5943.653320
	Iteration 38Q: 3 clusters Score -1.978022e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -19780284.000000 Penalty: 5943.653320
	Iteration 39Q: 3 clusters Score -1.978028e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -19780310.000000 Penalty: 5943.653320
	Iteration 40F: 3 clusters Score -1.978031e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122206 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -19780362.000000 Penalty: 5943.653320
	Iteration 41Q: 3 clusters Score -1.978036e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -19780430.000000 Penalty: 5943.653320
	Iteration 42Q: 3 clusters Score -1.978043e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -19780490.000000 Penalty: 5943.653320
	Iteration 43Q: 3 clusters Score -1.978049e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -19780562.000000 Penalty: 5943.653320
	Iteration 44Q: 3 clusters Score -1.978056e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124370 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -19780660.000000 Penalty: 5943.653320
	Iteration 45Q: 3 clusters Score -1.978066e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -19780716.000000 Penalty: 5943.653320
	Iteration 46Q: 3 clusters Score -1.978072e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -19780680.000000 Penalty: 5943.653320
	Iteration 47Q: 3 clusters Score -1.978068e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -19780844.000000 Penalty: 5943.653320
	Iteration 48Q: 3 clusters Score -1.978084e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -19780920.000000 Penalty: 5943.653320
	Iteration 49Q: 3 clusters Score -1.978092e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127431 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -19780934.000000 Penalty: 5943.653320
	Iteration 50Q: 3 clusters Score -1.978093e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128140 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -19780986.000000 Penalty: 5943.653320
	Iteration 51Q: 3 clusters Score -1.978099e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -19781042.000000 Penalty: 5943.653320
	Iteration 52Q: 3 clusters Score -1.978104e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129585 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -19781102.000000 Penalty: 5943.653320
	Iteration 53Q: 3 clusters Score -1.97811e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -19781248.000000 Penalty: 5943.653320
	Iteration 54Q: 3 clusters Score -1.978125e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -19781406.000000 Penalty: 5943.653320
	Iteration 55Q: 3 clusters Score -1.978141e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -19781574.000000 Penalty: 5943.653320
	Iteration 56Q: 3 clusters Score -1.978157e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -19781774.000000 Penalty: 5943.653320
	Iteration 57Q: 3 clusters Score -1.978177e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -19781996.000000 Penalty: 5943.653320
	Iteration 58Q: 3 clusters Score -1.9782e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -19782218.000000 Penalty: 5943.653320
	Iteration 59Q: 3 clusters Score -1.978222e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -19782434.000000 Penalty: 5943.653320
	Iteration 60F: 3 clusters Score -1.978243e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -19782638.000000 Penalty: 5943.653320
	Iteration 61Q: 3 clusters Score -1.978264e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -19782952.000000 Penalty: 5943.653320
	Iteration 62Q: 3 clusters Score -1.978295e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -19783190.000000 Penalty: 5943.653320
	Iteration 63Q: 3 clusters Score -1.978319e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140486 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -19783614.000000 Penalty: 5943.653320
	Iteration 64Q: 3 clusters Score -1.978361e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -19783878.000000 Penalty: 5943.653320
	Iteration 65Q: 3 clusters Score -1.978388e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -19784310.000000 Penalty: 5943.653320
	Iteration 66Q: 3 clusters Score -1.978431e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144298 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -19784694.000000 Penalty: 5943.653320
	Iteration 67Q: 3 clusters Score -1.978469e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -19785150.000000 Penalty: 5943.653320
	Iteration 68Q: 3 clusters Score -1.978515e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -19785580.000000 Penalty: 5943.653320
	Iteration 69Q: 3 clusters Score -1.978558e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -19786024.000000 Penalty: 5943.653320
	Iteration 70Q: 3 clusters Score -1.978602e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -19786520.000000 Penalty: 5943.653320
	Iteration 71Q: 3 clusters Score -1.978652e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -19787232.000000 Penalty: 5943.653320
	Iteration 72Q: 3 clusters Score -1.978723e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -19787816.000000 Penalty: 5943.653320
	Iteration 73Q: 3 clusters Score -1.978782e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -19788252.000000 Penalty: 5943.653320
	Iteration 74Q: 3 clusters Score -1.978825e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -19788752.000000 Penalty: 5943.653320
	Iteration 75Q: 3 clusters Score -1.978875e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -19789340.000000 Penalty: 5943.653320
	Iteration 76Q: 3 clusters Score -1.978934e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19789664.000000 Penalty: 5943.653320
	Iteration 77Q: 3 clusters Score -1.978966e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -19789950.000000 Penalty: 5943.653320
	Iteration 78Q: 3 clusters Score -1.978995e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -19790196.000000 Penalty: 5943.653320
	Iteration 79Q: 3 clusters Score -1.97902e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -19790360.000000 Penalty: 5943.653320
	Iteration 80F: 3 clusters Score -1.979036e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19790512.000000 Penalty: 5943.653320
	Iteration 81Q: 3 clusters Score -1.979051e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157654 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19790636.000000 Penalty: 5943.653320
	Iteration 82Q: 3 clusters Score -1.979064e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -19790694.000000 Penalty: 5943.653320
	Iteration 83Q: 3 clusters Score -1.979069e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157938 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19790782.000000 Penalty: 5943.653320
	Iteration 84Q: 3 clusters Score -1.979078e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19790810.000000 Penalty: 5943.653320
	Iteration 85Q: 3 clusters Score -1.979081e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19790858.000000 Penalty: 5943.653320
	Iteration 86Q: 3 clusters Score -1.979086e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19790860.000000 Penalty: 5943.653320
	Iteration 87Q: 3 clusters Score -1.979086e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158136 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19790854.000000 Penalty: 5943.653320
	Iteration 88Q: 3 clusters Score -1.979085e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19790884.000000 Penalty: 5943.653320
	Iteration 89Q: 3 clusters Score -1.979088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -19790896.000000 Penalty: 5943.653320
	Iteration 90Q: 3 clusters Score -1.97909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158203 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19790904.000000 Penalty: 5943.653320
	Iteration 91Q: 3 clusters Score -1.97909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19790894.000000 Penalty: 5943.653320
	Iteration 92Q: 3 clusters Score -1.979089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158237 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19790882.000000 Penalty: 5943.653320
	Iteration 93Q: 3 clusters Score -1.979088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19790930.000000 Penalty: 5943.653320
	Iteration 94Q: 3 clusters Score -1.979093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19790906.000000 Penalty: 5943.653320
	Iteration 95Q: 3 clusters Score -1.979091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19790916.000000 Penalty: 5943.653320
	Iteration 96Q: 3 clusters Score -1.979092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -19790888.000000 Penalty: 5943.653320
	Iteration 97Q: 3 clusters Score -1.979089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19790886.000000 Penalty: 5943.653320
	Iteration 98Q: 3 clusters Score -1.979089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19790884.000000 Penalty: 5943.653320
	Iteration 99Q: 3 clusters Score -1.979088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19790892.000000 Penalty: 5943.653320
	Iteration 100F: 3 clusters Score -1.979089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19790902.000000 Penalty: 5943.653320
	Iteration 101Q: 3 clusters Score -1.97909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19790904.000000 Penalty: 5943.653320
	Iteration 102Q: 3 clusters Score -1.97909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19790908.000000 Penalty: 5943.653320
	Iteration 103Q: 3 clusters Score -1.979091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19790912.000000 Penalty: 5943.653320
	Iteration 104Q: 3 clusters Score -1.979091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19790904.000000 Penalty: 5943.653320
	Iteration 105Q: 3 clusters Score -1.97909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -19790916.000000 Penalty: 5943.653320
	Iteration 106Q: 3 clusters Score -1.979092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158354 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19790902.000000 Penalty: 5943.653320
	Iteration 107Q: 3 clusters Score -1.97909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19790900.000000 Penalty: 5943.653320
	Iteration 108Q: 3 clusters Score -1.97909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19790906.000000 Penalty: 5943.653320
	Iteration 109Q: 3 clusters Score -1.979091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19790918.000000 Penalty: 5943.653320
	Iteration 110Q: 3 clusters Score -1.979092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19790914.000000 Penalty: 5943.653320
	Iteration 111Q: 3 clusters Score -1.979091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19790914.000000 Penalty: 5943.653320
	Iteration 112Q: 3 clusters Score -1.979091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -19790936.000000 Penalty: 5943.653320
	Iteration 113Q: 3 clusters Score -1.979094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19790916.000000 Penalty: 5943.653320
	Iteration 114Q: 3 clusters Score -1.979092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19790930.000000 Penalty: 5943.653320
	Iteration 115Q: 3 clusters Score -1.979093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19790948.000000 Penalty: 5943.653320
	Iteration 116Q: 3 clusters Score -1.979095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19790946.000000 Penalty: 5943.653320
	Iteration 117Q: 3 clusters Score -1.979095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158432 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19790958.000000 Penalty: 5943.653320
	Iteration 118Q: 3 clusters Score -1.979096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19790962.000000 Penalty: 5943.653320
	Iteration 119Q: 3 clusters Score -1.979096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19790962.000000 Penalty: 5943.653320
	Iteration 120F: 3 clusters Score -1.979096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19790962.000000 Penalty: 5943.653320
	Iteration 121Q: 3 clusters Score -1.979096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19790954.000000 Penalty: 5943.653320
	Iteration 122Q: 3 clusters Score -1.979095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19790952.000000 Penalty: 5943.653320
	Iteration 123Q: 3 clusters Score -1.979095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19790956.000000 Penalty: 5943.653320
	Iteration 124Q: 3 clusters Score -1.979096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19790954.000000 Penalty: 5943.653320
	Iteration 125Q: 3 clusters Score -1.979095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19790954.000000 Penalty: 5943.653320
	Iteration 126Q: 3 clusters Score -1.979095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19790952.000000 Penalty: 5943.653320
	Iteration 127Q: 3 clusters Score -1.979095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19790960.000000 Penalty: 5943.653320
	Iteration 128Q: 3 clusters Score -1.979096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158464 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -19790958.000000 Penalty: 5943.653320
	Iteration 129Q: 3 clusters Score -1.979096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19790950.000000 Penalty: 5943.653320
	Iteration 130Q: 3 clusters Score -1.979095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19790960.000000 Penalty: 5943.653320
	Iteration 131Q: 3 clusters Score -1.979096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19790966.000000 Penalty: 5943.653320
	Iteration 132Q: 3 clusters Score -1.979097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19790974.000000 Penalty: 5943.653320
	Iteration 133Q: 3 clusters Score -1.979097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158500 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19790976.000000 Penalty: 5943.653320
	Iteration 134Q: 3 clusters Score -1.979098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158508 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19790994.000000 Penalty: 5943.653320
	Iteration 135Q: 3 clusters Score -1.979099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19791018.000000 Penalty: 5943.653320
	Iteration 136Q: 3 clusters Score -1.979102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158522 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -19791024.000000 Penalty: 5943.653320
	Iteration 137Q: 3 clusters Score -1.979102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19791002.000000 Penalty: 5943.653320
	Iteration 138Q: 3 clusters Score -1.9791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19791014.000000 Penalty: 5943.653320
	Iteration 139Q: 3 clusters Score -1.979101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158540 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19791032.000000 Penalty: 5943.653320
	Iteration 140F: 3 clusters Score -1.979103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19791024.000000 Penalty: 5943.653320
	Iteration 141Q: 3 clusters Score -1.979102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158545 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -19791026.000000 Penalty: 5943.653320
	Iteration 142Q: 3 clusters Score -1.979103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19791034.000000 Penalty: 5943.653320
	Iteration 143Q: 3 clusters Score -1.979103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158554 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -19791030.000000 Penalty: 5943.653320
	Iteration 144Q: 3 clusters Score -1.979103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19791036.000000 Penalty: 5943.653320
	Iteration 145Q: 3 clusters Score -1.979104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19791038.000000 Penalty: 5943.653320
	Iteration 146Q: 3 clusters Score -1.979104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19791038.000000 Penalty: 5943.653320
	Iteration 147F: 3 clusters Score -1.979104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Entering Unmasked Estep 
Score: -2918609.000000 Penalty: 2510.161377
	Iteration 0F: 2 clusters Score -2918609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2901298.500000 Penalty: 5020.322754
	Iteration 0F: 3 clusters Score -2901298 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2907237.750000 Penalty: 5020.322754
	Iteration 1F: 3 clusters Score -2907238 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2907691.000000 Penalty: 5020.322754
	Iteration 2F: 3 clusters Score -2907691 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2908106.250000 Penalty: 5020.322754
	Iteration 3Q: 3 clusters Score -2908106 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2908536.750000 Penalty: 5020.322754
	Iteration 4Q: 3 clusters Score -2908537 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2909024.750000 Penalty: 5020.322754
	Iteration 5Q: 3 clusters Score -2909025 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2909595.000000 Penalty: 5020.322754
	Iteration 6Q: 3 clusters Score -2909595 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2910256.750000 Penalty: 5020.322754
	Iteration 7Q: 3 clusters Score -2910257 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2910935.750000 Penalty: 5020.322754
	Iteration 8F: 3 clusters Score -2910936 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2911690.750000 Penalty: 5020.322754
	Iteration 9F: 3 clusters Score -2911691 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2912466.250000 Penalty: 5020.322754
	Iteration 10F: 3 clusters Score -2912466 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2913178.250000 Penalty: 5020.322754
	Iteration 11Q: 3 clusters Score -2913178 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2913720.000000 Penalty: 5020.322754
	Iteration 12Q: 3 clusters Score -2913720 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2914106.750000 Penalty: 5020.322754
	Iteration 13Q: 3 clusters Score -2914107 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2914411.250000 Penalty: 5020.322754
	Iteration 14Q: 3 clusters Score -2914411 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2914602.000000 Penalty: 5020.322754
	Iteration 15Q: 3 clusters Score -2914602 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2914718.000000 Penalty: 5020.322754
	Iteration 16Q: 3 clusters Score -2914718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2914796.250000 Penalty: 5020.322754
	Iteration 17Q: 3 clusters Score -2914796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2914852.500000 Penalty: 5020.322754
	Iteration 18Q: 3 clusters Score -2914852 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2914907.500000 Penalty: 5020.322754
	Iteration 19Q: 3 clusters Score -2914908 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2914949.000000 Penalty: 5020.322754
	Iteration 20F: 3 clusters Score -2914949 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2915010.250000 Penalty: 5020.322754
	Iteration 21Q: 3 clusters Score -2915010 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2915053.500000 Penalty: 5020.322754
	Iteration 22Q: 3 clusters Score -2915054 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2915123.500000 Penalty: 5020.322754
	Iteration 23Q: 3 clusters Score -2915124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2915198.250000 Penalty: 5020.322754
	Iteration 24Q: 3 clusters Score -2915198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2915248.500000 Penalty: 5020.322754
	Iteration 25Q: 3 clusters Score -2915248 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2915321.750000 Penalty: 5020.322754
	Iteration 26Q: 3 clusters Score -2915322 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2915418.500000 Penalty: 5020.322754
	Iteration 27Q: 3 clusters Score -2915418 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2915526.250000 Penalty: 5020.322754
	Iteration 28Q: 3 clusters Score -2915526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2915642.250000 Penalty: 5020.322754
	Iteration 29Q: 3 clusters Score -2915642 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2915770.500000 Penalty: 5020.322754
	Iteration 30Q: 3 clusters Score -2915770 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2915917.500000 Penalty: 5020.322754
	Iteration 31Q: 3 clusters Score -2915918 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2916035.000000 Penalty: 5020.322754
	Iteration 32Q: 3 clusters Score -2916035 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2916165.250000 Penalty: 5020.322754
	Iteration 33Q: 3 clusters Score -2916165 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2916313.750000 Penalty: 5020.322754
	Iteration 34Q: 3 clusters Score -2916314 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2916456.000000 Penalty: 5020.322754
	Iteration 35Q: 3 clusters Score -2916456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2916603.000000 Penalty: 5020.322754
	Iteration 36Q: 3 clusters Score -2916603 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2916728.250000 Penalty: 5020.322754
	Iteration 37Q: 3 clusters Score -2916728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2916849.500000 Penalty: 5020.322754
	Iteration 38Q: 3 clusters Score -2916850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2916971.000000 Penalty: 5020.322754
	Iteration 39Q: 3 clusters Score -2916971 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2917083.000000 Penalty: 5020.322754
	Iteration 40F: 3 clusters Score -2917083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2917178.750000 Penalty: 5020.322754
	Iteration 41Q: 3 clusters Score -2917179 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2917244.500000 Penalty: 5020.322754
	Iteration 42Q: 3 clusters Score -2917244 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2917285.500000 Penalty: 5020.322754
	Iteration 43Q: 3 clusters Score -2917286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2917335.000000 Penalty: 5020.322754
	Iteration 44Q: 3 clusters Score -2917335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2917375.000000 Penalty: 5020.322754
	Iteration 45Q: 3 clusters Score -2917375 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2917412.250000 Penalty: 5020.322754
	Iteration 46Q: 3 clusters Score -2917412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2917432.750000 Penalty: 5020.322754
	Iteration 47Q: 3 clusters Score -2917433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2917464.250000 Penalty: 5020.322754
	Iteration 48Q: 3 clusters Score -2917464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2917491.500000 Penalty: 5020.322754
	Iteration 49Q: 3 clusters Score -2917492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2917514.250000 Penalty: 5020.322754
	Iteration 50Q: 3 clusters Score -2917514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2917518.250000 Penalty: 5020.322754
	Iteration 51Q: 3 clusters Score -2917518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2917544.250000 Penalty: 5020.322754
	Iteration 52Q: 3 clusters Score -2917544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2917555.250000 Penalty: 5020.322754
	Iteration 53Q: 3 clusters Score -2917555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2917562.500000 Penalty: 5020.322754
	Iteration 54Q: 3 clusters Score -2917562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2917569.250000 Penalty: 5020.322754
	Iteration 55Q: 3 clusters Score -2917569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2917576.250000 Penalty: 5020.322754
	Iteration 56Q: 3 clusters Score -2917576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2917592.750000 Penalty: 5020.322754
	Iteration 57Q: 3 clusters Score -2917593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2917591.500000 Penalty: 5020.322754
	Iteration 58Q: 3 clusters Score -2917592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2917601.500000 Penalty: 5020.322754
	Iteration 59Q: 3 clusters Score -2917602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2917599.750000 Penalty: 5020.322754
	Iteration 60F: 3 clusters Score -2917600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2917605.250000 Penalty: 5020.322754
	Iteration 61Q: 3 clusters Score -2917605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2917605.500000 Penalty: 5020.322754
	Iteration 62Q: 3 clusters Score -2917606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2917605.000000 Penalty: 5020.322754
	Iteration 63Q: 3 clusters Score -2917605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2917603.500000 Penalty: 5020.322754
	Iteration 64Q: 3 clusters Score -2917604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2917601.000000 Penalty: 5020.322754
	Iteration 65Q: 3 clusters Score -2917601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2917602.500000 Penalty: 5020.322754
	Iteration 66Q: 3 clusters Score -2917602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2917600.750000 Penalty: 5020.322754
	Iteration 67Q: 3 clusters Score -2917601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2917600.750000 Penalty: 5020.322754
	Iteration 68F: 3 clusters Score -2917601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Entering Unmasked Estep 
Score: -1644215.125000 Penalty: 2347.738281
	Iteration 0F: 2 clusters Score -1644215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1634782.750000 Penalty: 4695.476562
	Iteration 0F: 3 clusters Score -1634783 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1637712.625000 Penalty: 4695.476562
	Iteration 1F: 3 clusters Score -1637713 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1638206.375000 Penalty: 4695.476562
	Iteration 2F: 3 clusters Score -1638206 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1638788.125000 Penalty: 4695.476562
	Iteration 3F: 3 clusters Score -1638788 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1639626.500000 Penalty: 4695.476562
	Iteration 4F: 3 clusters Score -1639626 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1640609.875000 Penalty: 4695.476562
	Iteration 5F: 3 clusters Score -1640610 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1641412.000000 Penalty: 4695.476562
	Iteration 6F: 3 clusters Score -1641412 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1642019.500000 Penalty: 4695.476562
	Iteration 7F: 3 clusters Score -1642020 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1642450.875000 Penalty: 4695.476562
	Iteration 8Q: 3 clusters Score -1642451 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1642745.250000 Penalty: 4695.476562
	Iteration 9Q: 3 clusters Score -1642745 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1642956.375000 Penalty: 4695.476562
	Iteration 10Q: 3 clusters Score -1642956 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1643122.250000 Penalty: 4695.476562
	Iteration 11Q: 3 clusters Score -1643122 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1643248.625000 Penalty: 4695.476562
	Iteration 12Q: 3 clusters Score -1643249 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1643350.250000 Penalty: 4695.476562
	Iteration 13Q: 3 clusters Score -1643350 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1643423.000000 Penalty: 4695.476562
	Iteration 14Q: 3 clusters Score -1643423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1643482.000000 Penalty: 4695.476562
	Iteration 15Q: 3 clusters Score -1643482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1643526.625000 Penalty: 4695.476562
	Iteration 16Q: 3 clusters Score -1643527 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1643557.250000 Penalty: 4695.476562
	Iteration 17Q: 3 clusters Score -1643557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1643589.750000 Penalty: 4695.476562
	Iteration 18Q: 3 clusters Score -1643590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1643612.625000 Penalty: 4695.476562
	Iteration 19Q: 3 clusters Score -1643613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1643628.500000 Penalty: 4695.476562
	Iteration 20F: 3 clusters Score -1643628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1643640.625000 Penalty: 4695.476562
	Iteration 21Q: 3 clusters Score -1643641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1643650.750000 Penalty: 4695.476562
	Iteration 22Q: 3 clusters Score -1643651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1643662.125000 Penalty: 4695.476562
	Iteration 23Q: 3 clusters Score -1643662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1643669.500000 Penalty: 4695.476562
	Iteration 24Q: 3 clusters Score -1643670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1643673.500000 Penalty: 4695.476562
	Iteration 25Q: 3 clusters Score -1643674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1643678.875000 Penalty: 4695.476562
	Iteration 26Q: 3 clusters Score -1643679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1643683.375000 Penalty: 4695.476562
	Iteration 27Q: 3 clusters Score -1643683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1643683.500000 Penalty: 4695.476562
	Iteration 28Q: 3 clusters Score -1643684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1643687.125000 Penalty: 4695.476562
	Iteration 29Q: 3 clusters Score -1643687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1643693.125000 Penalty: 4695.476562
	Iteration 30Q: 3 clusters Score -1643693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1643694.375000 Penalty: 4695.476562
	Iteration 31Q: 3 clusters Score -1643694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1643697.000000 Penalty: 4695.476562
	Iteration 32Q: 3 clusters Score -1643697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1643695.875000 Penalty: 4695.476562
	Iteration 33Q: 3 clusters Score -1643696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1643696.375000 Penalty: 4695.476562
	Iteration 34Q: 3 clusters Score -1643696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1643698.000000 Penalty: 4695.476562
	Iteration 35Q: 3 clusters Score -1643698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1643698.000000 Penalty: 4695.476562
	Iteration 36F: 3 clusters Score -1643698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -244771.656250 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -244771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242025.156250 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -242025.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242591.578125 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -242591.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -242785.921875 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -242785.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -242912.203125 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -242912.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242995.218750 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -242995.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -243048.718750 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -243048.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -243089.718750 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -243089.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -243139.328125 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -243139.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -243182.703125 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -243182.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -243218.812500 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -243218.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -243250.468750 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -243250.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -243277.375000 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -243277.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243301.843750 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -243301.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -243338.484375 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -243338.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -243417.078125 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -243417.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -243469.687500 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -243469.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -243517.281250 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -243517.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243568.359375 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -243568.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -243602.218750 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -243602.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -243630.234375 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -243630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -243668.609375 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -243668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -243694.828125 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -243694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -243708.015625 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -243708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -243721.359375 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -243721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -243733.062500 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -243733.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243740.578125 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -243740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -243749.000000 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -243749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -243755.359375 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -243755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -243764.062500 Penalty: 3841.521484
	Iteration 28Q: 3 clusters Score -243764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243772.140625 Penalty: 3841.521484
	Iteration 29Q: 3 clusters Score -243772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243777.125000 Penalty: 3841.521484
	Iteration 30Q: 3 clusters Score -243777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243783.296875 Penalty: 3841.521484
	Iteration 31Q: 3 clusters Score -243783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243786.937500 Penalty: 3841.521484
	Iteration 32Q: 3 clusters Score -243786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -243795.156250 Penalty: 3841.521484
	Iteration 33Q: 3 clusters Score -243795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243801.156250 Penalty: 3841.521484
	Iteration 34Q: 3 clusters Score -243801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -243805.031250 Penalty: 3841.521484
	Iteration 35Q: 3 clusters Score -243805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243807.421875 Penalty: 3841.521484
	Iteration 36Q: 3 clusters Score -243807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243809.171875 Penalty: 3841.521484
	Iteration 37Q: 3 clusters Score -243809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -243812.265625 Penalty: 3841.521484
	Iteration 38Q: 3 clusters Score -243812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243814.390625 Penalty: 3841.521484
	Iteration 39Q: 3 clusters Score -243814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243820.531250 Penalty: 3841.521484
	Iteration 40F: 3 clusters Score -243820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243825.281250 Penalty: 3841.521484
	Iteration 41Q: 3 clusters Score -243825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243829.093750 Penalty: 3841.521484
	Iteration 42Q: 3 clusters Score -243829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -243830.859375 Penalty: 3841.521484
	Iteration 43Q: 3 clusters Score -243830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -243831.437500 Penalty: 3841.521484
	Iteration 44Q: 3 clusters Score -243831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -243831.437500 Penalty: 3841.521484
	Iteration 45F: 3 clusters Score -243831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Entering Unmasked Estep 
Score: -4934513.500000 Penalty: 2626.479248
	Iteration 0F: 2 clusters Score -4934514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4907588.500000 Penalty: 5252.958496
	Iteration 0F: 3 clusters Score -4907588 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -4917680.500000 Penalty: 5252.958496
	Iteration 1F: 3 clusters Score -4917680 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4918140.000000 Penalty: 5252.958496
	Iteration 2Q: 3 clusters Score -4918140 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4918594.000000 Penalty: 5252.958496
	Iteration 3Q: 3 clusters Score -4918594 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4919110.500000 Penalty: 5252.958496
	Iteration 4Q: 3 clusters Score -4919110 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4919727.000000 Penalty: 5252.958496
	Iteration 5Q: 3 clusters Score -4919727 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4920541.500000 Penalty: 5252.958496
	Iteration 6Q: 3 clusters Score -4920542 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4921640.000000 Penalty: 5252.958496
	Iteration 7F: 3 clusters Score -4921640 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4922887.000000 Penalty: 5252.958496
	Iteration 8F: 3 clusters Score -4922887 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4924206.000000 Penalty: 5252.958496
	Iteration 9F: 3 clusters Score -4924206 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4925389.500000 Penalty: 5252.958496
	Iteration 10F: 3 clusters Score -4925390 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4926308.500000 Penalty: 5252.958496
	Iteration 11Q: 3 clusters Score -4926308 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4927052.000000 Penalty: 5252.958496
	Iteration 12Q: 3 clusters Score -4927052 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4927690.000000 Penalty: 5252.958496
	Iteration 13Q: 3 clusters Score -4927690 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4928243.500000 Penalty: 5252.958496
	Iteration 14Q: 3 clusters Score -4928244 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4928739.500000 Penalty: 5252.958496
	Iteration 15Q: 3 clusters Score -4928740 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4929224.000000 Penalty: 5252.958496
	Iteration 16Q: 3 clusters Score -4929224 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4929651.000000 Penalty: 5252.958496
	Iteration 17Q: 3 clusters Score -4929651 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4930092.000000 Penalty: 5252.958496
	Iteration 18Q: 3 clusters Score -4930092 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4930523.000000 Penalty: 5252.958496
	Iteration 19Q: 3 clusters Score -4930523 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4930924.500000 Penalty: 5252.958496
	Iteration 20F: 3 clusters Score -4930924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4931222.000000 Penalty: 5252.958496
	Iteration 21Q: 3 clusters Score -4931222 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4931482.000000 Penalty: 5252.958496
	Iteration 22Q: 3 clusters Score -4931482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4931726.500000 Penalty: 5252.958496
	Iteration 23Q: 3 clusters Score -4931726 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4931883.000000 Penalty: 5252.958496
	Iteration 24Q: 3 clusters Score -4931883 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4932004.000000 Penalty: 5252.958496
	Iteration 25Q: 3 clusters Score -4932004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4932092.500000 Penalty: 5252.958496
	Iteration 26Q: 3 clusters Score -4932092 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4932160.500000 Penalty: 5252.958496
	Iteration 27Q: 3 clusters Score -4932160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4932212.000000 Penalty: 5252.958496
	Iteration 28Q: 3 clusters Score -4932212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4932245.000000 Penalty: 5252.958496
	Iteration 29Q: 3 clusters Score -4932245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4932279.500000 Penalty: 5252.958496
	Iteration 30Q: 3 clusters Score -4932280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4932300.500000 Penalty: 5252.958496
	Iteration 31Q: 3 clusters Score -4932300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4932316.500000 Penalty: 5252.958496
	Iteration 32Q: 3 clusters Score -4932316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4932329.000000 Penalty: 5252.958496
	Iteration 33Q: 3 clusters Score -4932329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4932343.500000 Penalty: 5252.958496
	Iteration 34Q: 3 clusters Score -4932344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4932355.000000 Penalty: 5252.958496
	Iteration 35Q: 3 clusters Score -4932355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4932366.500000 Penalty: 5252.958496
	Iteration 36Q: 3 clusters Score -4932366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4932380.000000 Penalty: 5252.958496
	Iteration 37Q: 3 clusters Score -4932380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4932383.000000 Penalty: 5252.958496
	Iteration 38Q: 3 clusters Score -4932383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4932395.000000 Penalty: 5252.958496
	Iteration 39Q: 3 clusters Score -4932395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4932400.500000 Penalty: 5252.958496
	Iteration 40F: 3 clusters Score -4932400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4932400.000000 Penalty: 5252.958496
	Iteration 41Q: 3 clusters Score -4932400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4932406.500000 Penalty: 5252.958496
	Iteration 42Q: 3 clusters Score -4932406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4932405.500000 Penalty: 5252.958496
	Iteration 43Q: 3 clusters Score -4932406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4932413.000000 Penalty: 5252.958496
	Iteration 44Q: 3 clusters Score -4932413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4932413.000000 Penalty: 5252.958496
	Iteration 45Q: 3 clusters Score -4932413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4932411.000000 Penalty: 5252.958496
	Iteration 46Q: 3 clusters Score -4932411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4932404.500000 Penalty: 5252.958496
	Iteration 47Q: 3 clusters Score -4932404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4932403.000000 Penalty: 5252.958496
	Iteration 48Q: 3 clusters Score -4932403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4932404.500000 Penalty: 5252.958496
	Iteration 49Q: 3 clusters Score -4932404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4932414.000000 Penalty: 5252.958496
	Iteration 50Q: 3 clusters Score -4932414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4932413.500000 Penalty: 5252.958496
	Iteration 51Q: 3 clusters Score -4932414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4932410.500000 Penalty: 5252.958496
	Iteration 52Q: 3 clusters Score -4932410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4932417.500000 Penalty: 5252.958496
	Iteration 53Q: 3 clusters Score -4932418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4932418.500000 Penalty: 5252.958496
	Iteration 54Q: 3 clusters Score -4932418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4932420.500000 Penalty: 5252.958496
	Iteration 55Q: 3 clusters Score -4932420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4932417.000000 Penalty: 5252.958496
	Iteration 56Q: 3 clusters Score -4932417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4932428.500000 Penalty: 5252.958496
	Iteration 57Q: 3 clusters Score -4932428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4932433.500000 Penalty: 5252.958496
	Iteration 58Q: 3 clusters Score -4932434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4932434.000000 Penalty: 5252.958496
	Iteration 59Q: 3 clusters Score -4932434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4932442.000000 Penalty: 5252.958496
	Iteration 60F: 3 clusters Score -4932442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4932446.000000 Penalty: 5252.958496
	Iteration 61Q: 3 clusters Score -4932446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4932444.500000 Penalty: 5252.958496
	Iteration 62Q: 3 clusters Score -4932444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4932440.500000 Penalty: 5252.958496
	Iteration 63Q: 3 clusters Score -4932440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4932443.000000 Penalty: 5252.958496
	Iteration 64Q: 3 clusters Score -4932443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4932446.500000 Penalty: 5252.958496
	Iteration 65Q: 3 clusters Score -4932446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4932449.000000 Penalty: 5252.958496
	Iteration 66Q: 3 clusters Score -4932449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4932443.500000 Penalty: 5252.958496
	Iteration 67Q: 3 clusters Score -4932444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4932442.500000 Penalty: 5252.958496
	Iteration 68Q: 3 clusters Score -4932442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4932447.000000 Penalty: 5252.958496
	Iteration 69Q: 3 clusters Score -4932447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4932447.500000 Penalty: 5252.958496
	Iteration 70Q: 3 clusters Score -4932448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4932446.000000 Penalty: 5252.958496
	Iteration 71Q: 3 clusters Score -4932446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4932443.000000 Penalty: 5252.958496
	Iteration 72Q: 3 clusters Score -4932443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4932443.000000 Penalty: 5252.958496
	Iteration 73F: 3 clusters Score -4932443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -466953.875000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -466953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -462978.875000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -462978.9 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -463899.468750 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -463899.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -464108.906250 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -464108.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -464241.468750 Penalty: 4127.907715
	Iteration 3Q: 3 clusters Score -464241.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -464347.437500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -464347.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -464436.375000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -464436.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -464534.906250 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -464534.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464649.906250 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -464649.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -464832.781250 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -464832.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -465184.250000 Penalty: 4127.907715
	Iteration 9F: 3 clusters Score -465184.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -465832.437500 Penalty: 4127.907715
	Iteration 10F: 3 clusters Score -465832.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -466737.000000 Penalty: 4127.907715
	Iteration 11F: 3 clusters Score -466737 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -467606.781250 Penalty: 4127.907715
	Iteration 12F: 3 clusters Score -467606.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -468061.218750 Penalty: 4127.907715
	Iteration 13F: 3 clusters Score -468061.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -468221.125000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -468221.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -468249.656250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -468249.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -468254.875000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -468254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -468257.375000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -468257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -468257.781250 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -468257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -468258.250000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -468258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -468258.031250 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -468258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 1470 members 
Entering Unmasked Estep 
Score: -142008896.000000 Penalty: 166335.640625
Splitting cluster 14 changes total score from -142009760.000000 to -142008896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -700540.875000 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -700540.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -695472.312500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -695472.3 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -696788.125000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -696788.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -697021.312500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -697021.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -697185.937500 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -697185.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -697307.062500 Penalty: 4301.893066
	Iteration 4Q: 3 clusters Score -697307.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -697399.000000 Penalty: 4301.893066
	Iteration 5Q: 3 clusters Score -697399 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -697484.250000 Penalty: 4301.893066
	Iteration 6Q: 3 clusters Score -697484.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -697578.437500 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -697578.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -697670.750000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -697670.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -697766.312500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -697766.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -697869.875000 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -697869.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -697970.500000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -697970.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -698064.500000 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -698064.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -698164.750000 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -698164.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -698246.875000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -698246.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -698327.562500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -698327.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -698385.625000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -698385.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -698427.375000 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -698427.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -698458.875000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -698458.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -698485.312500 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -698485.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -698516.625000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -698516.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -698550.687500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -698550.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -698580.625000 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -698580.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -698614.937500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -698614.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -698643.750000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -698643.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -698679.000000 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -698679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -698700.687500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -698700.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -698721.375000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -698721.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -698741.875000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -698741.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -698756.812500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -698756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -698765.250000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -698765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -698773.625000 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -698773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -698777.062500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -698777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -698783.062500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -698783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -698788.750000 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -698788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -698795.500000 Penalty: 4301.893066
	Iteration 35Q: 3 clusters Score -698795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -698798.500000 Penalty: 4301.893066
	Iteration 36Q: 3 clusters Score -698798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -698801.437500 Penalty: 4301.893066
	Iteration 37Q: 3 clusters Score -698801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -698803.687500 Penalty: 4301.893066
	Iteration 38Q: 3 clusters Score -698803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -698804.437500 Penalty: 4301.893066
	Iteration 39Q: 3 clusters Score -698804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -698805.437500 Penalty: 4301.893066
	Iteration 40F: 3 clusters Score -698805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -698805.812500 Penalty: 4301.893066
	Iteration 41Q: 3 clusters Score -698805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -698806.187500 Penalty: 4301.893066
	Iteration 42Q: 3 clusters Score -698806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -698806.187500 Penalty: 4301.893066
	Iteration 43F: 3 clusters Score -698806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -49643.878906 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -49643.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48207.906250 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -48207.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48395.558594 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -48395.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48474.722656 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -48474.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48513.578125 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -48513.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48531.386719 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -48531.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48539.140625 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -48539.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48541.968750 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -48541.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48541.968750 Penalty: 3011.085938
	Iteration 7F: 3 clusters Score -48541.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (360744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360744 members 
Entering Unmasked Estep 
Score: -45201784.000000 Penalty: 3173.389160
	Iteration 0F: 2 clusters Score -4.520178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 179990 members 
Entering Unmasked Estep 
Score: -44985264.000000 Penalty: 6346.778320
	Iteration 0F: 3 clusters Score -4.498526e+07 nChanged 175257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190075 members 
Mstep: Class 2 contains 170669 members 
Entering Unmasked Estep 
Score: -45088920.000000 Penalty: 6346.778320
	Iteration 1F: 3 clusters Score -4.508892e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195939 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -45091016.000000 Penalty: 6346.778320
	Iteration 2Q: 3 clusters Score -4.509102e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205107 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -45094300.000000 Penalty: 6346.778320
	Iteration 3Q: 3 clusters Score -4.50943e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218559 members 
Mstep: Class 2 contains 142185 members 
Entering Unmasked Estep 
Score: -45099476.000000 Penalty: 6346.778320
	Iteration 4Q: 3 clusters Score -4.509948e+07 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -45110128.000000 Penalty: 6346.778320
	Iteration 5F: 3 clusters Score -4.511013e+07 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262729 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -45124824.000000 Penalty: 6346.778320
	Iteration 6F: 3 clusters Score -4.512482e+07 nChanged 29023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291300 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -45143916.000000 Penalty: 6346.778320
	Iteration 7F: 3 clusters Score -4.514392e+07 nChanged 26775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317933 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -45163376.000000 Penalty: 6346.778320
	Iteration 8F: 3 clusters Score -4.516338e+07 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337529 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -45180532.000000 Penalty: 6346.778320
	Iteration 9F: 3 clusters Score -4.518053e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349550 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -45192768.000000 Penalty: 6346.778320
	Iteration 10Q: 3 clusters Score -4.519277e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355784 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -45196796.000000 Penalty: 6346.778320
	Iteration 11Q: 3 clusters Score -4.51968e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358401 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -45198092.000000 Penalty: 6346.778320
	Iteration 12Q: 3 clusters Score -4.519809e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359381 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -45198796.000000 Penalty: 6346.778320
	Iteration 13Q: 3 clusters Score -4.51988e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359749 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -45199132.000000 Penalty: 6346.778320
	Iteration 14Q: 3 clusters Score -4.519913e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359874 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -45199276.000000 Penalty: 6346.778320
	Iteration 15Q: 3 clusters Score -4.519928e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -45199360.000000 Penalty: 6346.778320
	Iteration 16Q: 3 clusters Score -4.519936e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -45199444.000000 Penalty: 6346.778320
	Iteration 17Q: 3 clusters Score -4.519944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359967 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -45199596.000000 Penalty: 6346.778320
	Iteration 18Q: 3 clusters Score -4.51996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359969 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -45199648.000000 Penalty: 6346.778320
	Iteration 19Q: 3 clusters Score -4.519965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -45199704.000000 Penalty: 6346.778320
	Iteration 20F: 3 clusters Score -4.51997e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359949 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -45199724.000000 Penalty: 6346.778320
	Iteration 21Q: 3 clusters Score -4.519972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359936 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -45199784.000000 Penalty: 6346.778320
	Iteration 22Q: 3 clusters Score -4.519978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359924 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -45199816.000000 Penalty: 6346.778320
	Iteration 23Q: 3 clusters Score -4.519982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -45199836.000000 Penalty: 6346.778320
	Iteration 24Q: 3 clusters Score -4.519984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -45199824.000000 Penalty: 6346.778320
	Iteration 25Q: 3 clusters Score -4.519982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359904 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -45199844.000000 Penalty: 6346.778320
	Iteration 26Q: 3 clusters Score -4.519984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359899 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -45199876.000000 Penalty: 6346.778320
	Iteration 27Q: 3 clusters Score -4.519988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359895 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -45199856.000000 Penalty: 6346.778320
	Iteration 28Q: 3 clusters Score -4.519986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -45199876.000000 Penalty: 6346.778320
	Iteration 29Q: 3 clusters Score -4.519988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359878 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -45199844.000000 Penalty: 6346.778320
	Iteration 30Q: 3 clusters Score -4.519984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359872 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -45199872.000000 Penalty: 6346.778320
	Iteration 31Q: 3 clusters Score -4.519987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359875 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -45199916.000000 Penalty: 6346.778320
	Iteration 32Q: 3 clusters Score -4.519992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359875 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -45199896.000000 Penalty: 6346.778320
	Iteration 33Q: 3 clusters Score -4.51999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359874 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -45199904.000000 Penalty: 6346.778320
	Iteration 34Q: 3 clusters Score -4.51999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -45199904.000000 Penalty: 6346.778320
	Iteration 35Q: 3 clusters Score -4.51999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359863 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -45199924.000000 Penalty: 6346.778320
	Iteration 36Q: 3 clusters Score -4.519992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359858 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -45199916.000000 Penalty: 6346.778320
	Iteration 37Q: 3 clusters Score -4.519992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359852 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45199940.000000 Penalty: 6346.778320
	Iteration 38Q: 3 clusters Score -4.519994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -45199924.000000 Penalty: 6346.778320
	Iteration 39Q: 3 clusters Score -4.519992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359845 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -45199940.000000 Penalty: 6346.778320
	Iteration 40F: 3 clusters Score -4.519994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359843 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -45199952.000000 Penalty: 6346.778320
	Iteration 41Q: 3 clusters Score -4.519995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -45199960.000000 Penalty: 6346.778320
	Iteration 42Q: 3 clusters Score -4.519996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359841 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -45199956.000000 Penalty: 6346.778320
	Iteration 43Q: 3 clusters Score -4.519996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -45199952.000000 Penalty: 6346.778320
	Iteration 44Q: 3 clusters Score -4.519995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359841 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -45199956.000000 Penalty: 6346.778320
	Iteration 45Q: 3 clusters Score -4.519996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -45199944.000000 Penalty: 6346.778320
	Iteration 46Q: 3 clusters Score -4.519994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359839 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -45199956.000000 Penalty: 6346.778320
	Iteration 47Q: 3 clusters Score -4.519996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359839 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -45199956.000000 Penalty: 6346.778320
	Iteration 48F: 3 clusters Score -4.519996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -288718.750000 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -288718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -285855.062500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -285855.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286344.750000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -286344.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286481.187500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -286481.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -286557.187500 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -286557.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -286605.062500 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -286605.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286642.562500 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -286642.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -286665.718750 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -286665.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286678.812500 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -286678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286690.093750 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -286690.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -286696.312500 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -286696.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286701.656250 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -286701.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286708.468750 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -286708.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286713.062500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -286713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286715.031250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -286715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -286718.375000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -286718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -286720.375000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -286720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286722.281250 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -286722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -286723.312500 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -286723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -286723.312500 Penalty: 3842.593750
	Iteration 18F: 3 clusters Score -286723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Entering Unmasked Estep 
Score: -3789941.250000 Penalty: 2555.875244
	Iteration 0F: 2 clusters Score -3789941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3769452.000000 Penalty: 5111.750488
	Iteration 0F: 3 clusters Score -3769452 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3776689.250000 Penalty: 5111.750488
	Iteration 1F: 3 clusters Score -3776689 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3777094.500000 Penalty: 5111.750488
	Iteration 2Q: 3 clusters Score -3777094 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3777522.000000 Penalty: 5111.750488
	Iteration 3Q: 3 clusters Score -3777522 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3778076.500000 Penalty: 5111.750488
	Iteration 4Q: 3 clusters Score -3778076 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3778826.000000 Penalty: 5111.750488
	Iteration 5F: 3 clusters Score -3778826 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3779953.000000 Penalty: 5111.750488
	Iteration 6F: 3 clusters Score -3779953 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3781594.000000 Penalty: 5111.750488
	Iteration 7F: 3 clusters Score -3781594 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3783612.500000 Penalty: 5111.750488
	Iteration 8F: 3 clusters Score -3783612 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3785312.250000 Penalty: 5111.750488
	Iteration 9F: 3 clusters Score -3785312 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3786479.500000 Penalty: 5111.750488
	Iteration 10Q: 3 clusters Score -3786480 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3787088.000000 Penalty: 5111.750488
	Iteration 11Q: 3 clusters Score -3787088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3787397.000000 Penalty: 5111.750488
	Iteration 12Q: 3 clusters Score -3787397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3787535.750000 Penalty: 5111.750488
	Iteration 13Q: 3 clusters Score -3787536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3787595.000000 Penalty: 5111.750488
	Iteration 14Q: 3 clusters Score -3787595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3787637.250000 Penalty: 5111.750488
	Iteration 15Q: 3 clusters Score -3787637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3787668.000000 Penalty: 5111.750488
	Iteration 16Q: 3 clusters Score -3787668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3787692.750000 Penalty: 5111.750488
	Iteration 17Q: 3 clusters Score -3787693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3787712.500000 Penalty: 5111.750488
	Iteration 18Q: 3 clusters Score -3787712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3787728.000000 Penalty: 5111.750488
	Iteration 19Q: 3 clusters Score -3787728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3787738.000000 Penalty: 5111.750488
	Iteration 20F: 3 clusters Score -3787738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3787753.250000 Penalty: 5111.750488
	Iteration 21Q: 3 clusters Score -3787753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3787758.000000 Penalty: 5111.750488
	Iteration 22Q: 3 clusters Score -3787758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3787764.750000 Penalty: 5111.750488
	Iteration 23Q: 3 clusters Score -3787765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3787769.000000 Penalty: 5111.750488
	Iteration 24Q: 3 clusters Score -3787769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3787769.000000 Penalty: 5111.750488
	Iteration 25Q: 3 clusters Score -3787769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3787775.500000 Penalty: 5111.750488
	Iteration 26Q: 3 clusters Score -3787776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3787772.750000 Penalty: 5111.750488
	Iteration 27Q: 3 clusters Score -3787773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3787776.500000 Penalty: 5111.750488
	Iteration 28Q: 3 clusters Score -3787776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3787775.250000 Penalty: 5111.750488
	Iteration 29Q: 3 clusters Score -3787775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3787783.250000 Penalty: 5111.750488
	Iteration 30Q: 3 clusters Score -3787783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3787775.500000 Penalty: 5111.750488
	Iteration 31Q: 3 clusters Score -3787776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3787777.750000 Penalty: 5111.750488
	Iteration 32Q: 3 clusters Score -3787778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3787780.500000 Penalty: 5111.750488
	Iteration 33Q: 3 clusters Score -3787780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3787782.250000 Penalty: 5111.750488
	Iteration 34Q: 3 clusters Score -3787782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3787782.250000 Penalty: 5111.750488
	Iteration 35F: 3 clusters Score -3787782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -711061.437500 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -711061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -705959.125000 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -705959.1 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -707244.062500 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -707244.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -707481.250000 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -707481.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -707662.000000 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -707662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -707804.625000 Penalty: 4307.295410
	Iteration 4Q: 3 clusters Score -707804.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -707927.625000 Penalty: 4307.295410
	Iteration 5Q: 3 clusters Score -707927.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -708041.375000 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -708041.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -708175.000000 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -708175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -708309.062500 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -708309.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -708450.125000 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -708450.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -708592.937500 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -708592.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -708723.062500 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -708723.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -708837.937500 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -708837.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -708929.375000 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -708929.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -708993.187500 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -708993.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -709040.687500 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -709040.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -709079.687500 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -709079.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -709112.500000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -709112.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -709135.937500 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -709135.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -709155.250000 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -709155.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -709173.000000 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -709173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -709188.875000 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -709188.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -709206.812500 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -709206.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -709221.875000 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -709221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -709245.187500 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -709245.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -709274.875000 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -709274.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -709305.687500 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -709305.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -709330.000000 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -709330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -709342.062500 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -709342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -709353.437500 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -709353.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -709362.562500 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -709362.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -709378.062500 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -709378.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -709385.750000 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -709385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -709392.062500 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -709392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -709395.812500 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -709395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -709400.375000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -709400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -709404.375000 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -709404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -709406.937500 Penalty: 4307.295410
	Iteration 37Q: 3 clusters Score -709406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -709412.562500 Penalty: 4307.295410
	Iteration 38Q: 3 clusters Score -709412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -709421.750000 Penalty: 4307.295410
	Iteration 39Q: 3 clusters Score -709421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -709428.062500 Penalty: 4307.295410
	Iteration 40F: 3 clusters Score -709428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -709433.500000 Penalty: 4307.295410
	Iteration 41Q: 3 clusters Score -709433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -709436.312500 Penalty: 4307.295410
	Iteration 42Q: 3 clusters Score -709436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -709438.250000 Penalty: 4307.295410
	Iteration 43Q: 3 clusters Score -709438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -709437.937500 Penalty: 4307.295410
	Iteration 44Q: 3 clusters Score -709437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -709437.562500 Penalty: 4307.295410
	Iteration 45Q: 3 clusters Score -709437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -709438.937500 Penalty: 4307.295410
	Iteration 46Q: 3 clusters Score -709438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -709442.750000 Penalty: 4307.295410
	Iteration 47Q: 3 clusters Score -709442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -709447.687500 Penalty: 4307.295410
	Iteration 48Q: 3 clusters Score -709447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -709452.062500 Penalty: 4307.295410
	Iteration 49Q: 3 clusters Score -709452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -709457.437500 Penalty: 4307.295410
	Iteration 50Q: 3 clusters Score -709457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -709464.062500 Penalty: 4307.295410
	Iteration 51Q: 3 clusters Score -709464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -709464.812500 Penalty: 4307.295410
	Iteration 52Q: 3 clusters Score -709464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -709469.187500 Penalty: 4307.295410
	Iteration 53Q: 3 clusters Score -709469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -709473.187500 Penalty: 4307.295410
	Iteration 54Q: 3 clusters Score -709473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -709481.000000 Penalty: 4307.295410
	Iteration 55Q: 3 clusters Score -709481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -709489.875000 Penalty: 4307.295410
	Iteration 56Q: 3 clusters Score -709489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -709496.562500 Penalty: 4307.295410
	Iteration 57Q: 3 clusters Score -709496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -709504.250000 Penalty: 4307.295410
	Iteration 58Q: 3 clusters Score -709504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -709515.312500 Penalty: 4307.295410
	Iteration 59Q: 3 clusters Score -709515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -709526.062500 Penalty: 4307.295410
	Iteration 60F: 3 clusters Score -709526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -709537.250000 Penalty: 4307.295410
	Iteration 61Q: 3 clusters Score -709537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -709553.875000 Penalty: 4307.295410
	Iteration 62Q: 3 clusters Score -709553.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -709566.937500 Penalty: 4307.295410
	Iteration 63Q: 3 clusters Score -709566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -709577.312500 Penalty: 4307.295410
	Iteration 64Q: 3 clusters Score -709577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -709593.375000 Penalty: 4307.295410
	Iteration 65Q: 3 clusters Score -709593.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -709604.125000 Penalty: 4307.295410
	Iteration 66Q: 3 clusters Score -709604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -709614.000000 Penalty: 4307.295410
	Iteration 67Q: 3 clusters Score -709614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -709621.250000 Penalty: 4307.295410
	Iteration 68Q: 3 clusters Score -709621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -709625.437500 Penalty: 4307.295410
	Iteration 69Q: 3 clusters Score -709625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -709631.062500 Penalty: 4307.295410
	Iteration 70Q: 3 clusters Score -709631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -709634.062500 Penalty: 4307.295410
	Iteration 71Q: 3 clusters Score -709634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -709636.125000 Penalty: 4307.295410
	Iteration 72Q: 3 clusters Score -709636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -709643.250000 Penalty: 4307.295410
	Iteration 73Q: 3 clusters Score -709643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -709645.000000 Penalty: 4307.295410
	Iteration 74Q: 3 clusters Score -709645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -709648.750000 Penalty: 4307.295410
	Iteration 75Q: 3 clusters Score -709648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -709654.687500 Penalty: 4307.295410
	Iteration 76Q: 3 clusters Score -709654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -709660.750000 Penalty: 4307.295410
	Iteration 77Q: 3 clusters Score -709660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -709666.812500 Penalty: 4307.295410
	Iteration 78Q: 3 clusters Score -709666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -709675.562500 Penalty: 4307.295410
	Iteration 79Q: 3 clusters Score -709675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -709685.937500 Penalty: 4307.295410
	Iteration 80F: 3 clusters Score -709685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -709695.500000 Penalty: 4307.295410
	Iteration 81Q: 3 clusters Score -709695.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -709707.875000 Penalty: 4307.295410
	Iteration 82Q: 3 clusters Score -709707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -709714.562500 Penalty: 4307.295410
	Iteration 83Q: 3 clusters Score -709714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -709717.750000 Penalty: 4307.295410
	Iteration 84Q: 3 clusters Score -709717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -709721.125000 Penalty: 4307.295410
	Iteration 85Q: 3 clusters Score -709721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -709727.500000 Penalty: 4307.295410
	Iteration 86Q: 3 clusters Score -709727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -709729.312500 Penalty: 4307.295410
	Iteration 87Q: 3 clusters Score -709729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -709731.812500 Penalty: 4307.295410
	Iteration 88Q: 3 clusters Score -709731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -709735.312500 Penalty: 4307.295410
	Iteration 89Q: 3 clusters Score -709735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -709739.562500 Penalty: 4307.295410
	Iteration 90Q: 3 clusters Score -709739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -709745.500000 Penalty: 4307.295410
	Iteration 91Q: 3 clusters Score -709745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -709750.750000 Penalty: 4307.295410
	Iteration 92Q: 3 clusters Score -709750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -709754.187500 Penalty: 4307.295410
	Iteration 93Q: 3 clusters Score -709754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -709759.625000 Penalty: 4307.295410
	Iteration 94Q: 3 clusters Score -709759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -709761.000000 Penalty: 4307.295410
	Iteration 95Q: 3 clusters Score -709761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -709761.000000 Penalty: 4307.295410
	Iteration 96F: 3 clusters Score -709761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Entering Unmasked Estep 
Score: -1780273.500000 Penalty: 2377.080811
	Iteration 0F: 2 clusters Score -1780274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1769769.250000 Penalty: 4754.161621
	Iteration 0F: 3 clusters Score -1769769 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1773422.125000 Penalty: 4754.161621
	Iteration 1F: 3 clusters Score -1773422 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1774315.875000 Penalty: 4754.161621
	Iteration 2F: 3 clusters Score -1774316 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1775190.875000 Penalty: 4754.161621
	Iteration 3F: 3 clusters Score -1775191 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1776052.625000 Penalty: 4754.161621
	Iteration 4F: 3 clusters Score -1776053 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1776706.125000 Penalty: 4754.161621
	Iteration 5F: 3 clusters Score -1776706 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1777240.250000 Penalty: 4754.161621
	Iteration 6F: 3 clusters Score -1777240 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1777633.000000 Penalty: 4754.161621
	Iteration 7Q: 3 clusters Score -1777633 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1777957.250000 Penalty: 4754.161621
	Iteration 8Q: 3 clusters Score -1777957 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1778241.375000 Penalty: 4754.161621
	Iteration 9Q: 3 clusters Score -1778241 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1778554.000000 Penalty: 4754.161621
	Iteration 10Q: 3 clusters Score -1778554 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1778828.125000 Penalty: 4754.161621
	Iteration 11Q: 3 clusters Score -1778828 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1779068.625000 Penalty: 4754.161621
	Iteration 12Q: 3 clusters Score -1779069 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1779236.500000 Penalty: 4754.161621
	Iteration 13Q: 3 clusters Score -1779236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1779339.125000 Penalty: 4754.161621
	Iteration 14Q: 3 clusters Score -1779339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1779393.625000 Penalty: 4754.161621
	Iteration 15Q: 3 clusters Score -1779394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1779427.875000 Penalty: 4754.161621
	Iteration 16Q: 3 clusters Score -1779428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1779458.500000 Penalty: 4754.161621
	Iteration 17Q: 3 clusters Score -1779458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1779469.875000 Penalty: 4754.161621
	Iteration 18Q: 3 clusters Score -1779470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1779480.625000 Penalty: 4754.161621
	Iteration 19Q: 3 clusters Score -1779481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1779484.750000 Penalty: 4754.161621
	Iteration 20F: 3 clusters Score -1779485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1779489.750000 Penalty: 4754.161621
	Iteration 21Q: 3 clusters Score -1779490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1779496.625000 Penalty: 4754.161621
	Iteration 22Q: 3 clusters Score -1779497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1779502.750000 Penalty: 4754.161621
	Iteration 23Q: 3 clusters Score -1779503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1779505.875000 Penalty: 4754.161621
	Iteration 24Q: 3 clusters Score -1779506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1779514.250000 Penalty: 4754.161621
	Iteration 25Q: 3 clusters Score -1779514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1779518.875000 Penalty: 4754.161621
	Iteration 26Q: 3 clusters Score -1779519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1779521.000000 Penalty: 4754.161621
	Iteration 27Q: 3 clusters Score -1779521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1779523.250000 Penalty: 4754.161621
	Iteration 28Q: 3 clusters Score -1779523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1779522.500000 Penalty: 4754.161621
	Iteration 29Q: 3 clusters Score -1779522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1779525.250000 Penalty: 4754.161621
	Iteration 30Q: 3 clusters Score -1779525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1779530.250000 Penalty: 4754.161621
	Iteration 31Q: 3 clusters Score -1779530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1779532.875000 Penalty: 4754.161621
	Iteration 32Q: 3 clusters Score -1779533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1779533.375000 Penalty: 4754.161621
	Iteration 33Q: 3 clusters Score -1779533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1779534.500000 Penalty: 4754.161621
	Iteration 34Q: 3 clusters Score -1779534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1779534.250000 Penalty: 4754.161621
	Iteration 35Q: 3 clusters Score -1779534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1779531.625000 Penalty: 4754.161621
	Iteration 36Q: 3 clusters Score -1779532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1779534.500000 Penalty: 4754.161621
	Iteration 37Q: 3 clusters Score -1779534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1779533.750000 Penalty: 4754.161621
	Iteration 38Q: 3 clusters Score -1779534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1779531.750000 Penalty: 4754.161621
	Iteration 39Q: 3 clusters Score -1779532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1779534.125000 Penalty: 4754.161621
	Iteration 40F: 3 clusters Score -1779534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1779533.875000 Penalty: 4754.161621
	Iteration 41Q: 3 clusters Score -1779534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1779537.375000 Penalty: 4754.161621
	Iteration 42Q: 3 clusters Score -1779537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1779539.250000 Penalty: 4754.161621
	Iteration 43Q: 3 clusters Score -1779539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1779539.125000 Penalty: 4754.161621
	Iteration 44Q: 3 clusters Score -1779539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1779538.500000 Penalty: 4754.161621
	Iteration 45Q: 3 clusters Score -1779538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1779538.500000 Penalty: 4754.161621
	Iteration 46F: 3 clusters Score -1779538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -39287.199219 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -39287.2 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 201 members 
Entering Unmasked Estep 
Score: -38043.003906 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -38043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38310.164062 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -38310.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38405.167969 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -38405.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38491.531250 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -38491.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38542.804688 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -38542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38557.531250 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -38557.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38563.164062 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -38563.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38568.042969 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -38568.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38574.667969 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -38574.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38578.738281 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -38578.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38589.710938 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -38589.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38589.710938 Penalty: 2984.013916
	Iteration 11F: 3 clusters Score -38589.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Entering Unmasked Estep 
Score: -1121033.500000 Penalty: 2257.621338
	Iteration 0F: 2 clusters Score -1121034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1113992.625000 Penalty: 4515.242676
	Iteration 0F: 3 clusters Score -1113993 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1115995.500000 Penalty: 4515.242676
	Iteration 1F: 3 clusters Score -1115996 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1116323.750000 Penalty: 4515.242676
	Iteration 2F: 3 clusters Score -1116324 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1116573.500000 Penalty: 4515.242676
	Iteration 3F: 3 clusters Score -1116574 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1116780.250000 Penalty: 4515.242676
	Iteration 4Q: 3 clusters Score -1116780 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1116983.250000 Penalty: 4515.242676
	Iteration 5Q: 3 clusters Score -1116983 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1117157.875000 Penalty: 4515.242676
	Iteration 6Q: 3 clusters Score -1117158 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1117317.125000 Penalty: 4515.242676
	Iteration 7Q: 3 clusters Score -1117317 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1117445.875000 Penalty: 4515.242676
	Iteration 8Q: 3 clusters Score -1117446 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1117573.375000 Penalty: 4515.242676
	Iteration 9Q: 3 clusters Score -1117573 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1117690.375000 Penalty: 4515.242676
	Iteration 10Q: 3 clusters Score -1117690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1117772.125000 Penalty: 4515.242676
	Iteration 11Q: 3 clusters Score -1117772 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1117848.375000 Penalty: 4515.242676
	Iteration 12Q: 3 clusters Score -1117848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1117922.500000 Penalty: 4515.242676
	Iteration 13Q: 3 clusters Score -1117922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1117983.625000 Penalty: 4515.242676
	Iteration 14Q: 3 clusters Score -1117984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1118038.375000 Penalty: 4515.242676
	Iteration 15Q: 3 clusters Score -1118038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1118082.000000 Penalty: 4515.242676
	Iteration 16Q: 3 clusters Score -1118082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1118118.375000 Penalty: 4515.242676
	Iteration 17Q: 3 clusters Score -1118118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1118146.500000 Penalty: 4515.242676
	Iteration 18Q: 3 clusters Score -1118146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1118178.750000 Penalty: 4515.242676
	Iteration 19Q: 3 clusters Score -1118179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1118210.750000 Penalty: 4515.242676
	Iteration 20F: 3 clusters Score -1118211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1118232.250000 Penalty: 4515.242676
	Iteration 21Q: 3 clusters Score -1118232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1118257.125000 Penalty: 4515.242676
	Iteration 22Q: 3 clusters Score -1118257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1118283.000000 Penalty: 4515.242676
	Iteration 23Q: 3 clusters Score -1118283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1118305.750000 Penalty: 4515.242676
	Iteration 24Q: 3 clusters Score -1118306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1118330.250000 Penalty: 4515.242676
	Iteration 25Q: 3 clusters Score -1118330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1118350.375000 Penalty: 4515.242676
	Iteration 26Q: 3 clusters Score -1118350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1118372.500000 Penalty: 4515.242676
	Iteration 27Q: 3 clusters Score -1118372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1118391.125000 Penalty: 4515.242676
	Iteration 28Q: 3 clusters Score -1118391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1118403.250000 Penalty: 4515.242676
	Iteration 29Q: 3 clusters Score -1118403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1118415.625000 Penalty: 4515.242676
	Iteration 30Q: 3 clusters Score -1118416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1118421.375000 Penalty: 4515.242676
	Iteration 31Q: 3 clusters Score -1118421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1118427.875000 Penalty: 4515.242676
	Iteration 32Q: 3 clusters Score -1118428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1118434.250000 Penalty: 4515.242676
	Iteration 33Q: 3 clusters Score -1118434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1118437.500000 Penalty: 4515.242676
	Iteration 34Q: 3 clusters Score -1118438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1118447.000000 Penalty: 4515.242676
	Iteration 35Q: 3 clusters Score -1118447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1118452.250000 Penalty: 4515.242676
	Iteration 36Q: 3 clusters Score -1118452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1118457.875000 Penalty: 4515.242676
	Iteration 37Q: 3 clusters Score -1118458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1118465.375000 Penalty: 4515.242676
	Iteration 38Q: 3 clusters Score -1118465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1118470.250000 Penalty: 4515.242676
	Iteration 39Q: 3 clusters Score -1118470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1118479.625000 Penalty: 4515.242676
	Iteration 40F: 3 clusters Score -1118480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1118483.500000 Penalty: 4515.242676
	Iteration 41Q: 3 clusters Score -1118484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1118486.125000 Penalty: 4515.242676
	Iteration 42Q: 3 clusters Score -1118486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1118492.125000 Penalty: 4515.242676
	Iteration 43Q: 3 clusters Score -1118492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1118499.125000 Penalty: 4515.242676
	Iteration 44Q: 3 clusters Score -1118499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1118507.000000 Penalty: 4515.242676
	Iteration 45Q: 3 clusters Score -1118507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1118508.625000 Penalty: 4515.242676
	Iteration 46Q: 3 clusters Score -1118509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1118512.375000 Penalty: 4515.242676
	Iteration 47Q: 3 clusters Score -1118512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1118516.125000 Penalty: 4515.242676
	Iteration 48Q: 3 clusters Score -1118516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1118519.375000 Penalty: 4515.242676
	Iteration 49Q: 3 clusters Score -1118519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1118524.000000 Penalty: 4515.242676
	Iteration 50Q: 3 clusters Score -1118524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1118524.500000 Penalty: 4515.242676
	Iteration 51Q: 3 clusters Score -1118524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1118533.125000 Penalty: 4515.242676
	Iteration 52Q: 3 clusters Score -1118533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1118538.000000 Penalty: 4515.242676
	Iteration 53Q: 3 clusters Score -1118538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1118545.500000 Penalty: 4515.242676
	Iteration 54Q: 3 clusters Score -1118546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1118551.625000 Penalty: 4515.242676
	Iteration 55Q: 3 clusters Score -1118552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1118555.125000 Penalty: 4515.242676
	Iteration 56Q: 3 clusters Score -1118555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1118558.500000 Penalty: 4515.242676
	Iteration 57Q: 3 clusters Score -1118558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1118564.375000 Penalty: 4515.242676
	Iteration 58Q: 3 clusters Score -1118564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1118570.000000 Penalty: 4515.242676
	Iteration 59Q: 3 clusters Score -1118570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1118575.750000 Penalty: 4515.242676
	Iteration 60F: 3 clusters Score -1118576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1118576.500000 Penalty: 4515.242676
	Iteration 61Q: 3 clusters Score -1118576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1118581.750000 Penalty: 4515.242676
	Iteration 62Q: 3 clusters Score -1118582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1118582.500000 Penalty: 4515.242676
	Iteration 63Q: 3 clusters Score -1118582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1118590.500000 Penalty: 4515.242676
	Iteration 64Q: 3 clusters Score -1118590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1118594.000000 Penalty: 4515.242676
	Iteration 65Q: 3 clusters Score -1118594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1118597.875000 Penalty: 4515.242676
	Iteration 66Q: 3 clusters Score -1118598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1118598.250000 Penalty: 4515.242676
	Iteration 67Q: 3 clusters Score -1118598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1118604.000000 Penalty: 4515.242676
	Iteration 68Q: 3 clusters Score -1118604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1118608.500000 Penalty: 4515.242676
	Iteration 69Q: 3 clusters Score -1118608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1118610.875000 Penalty: 4515.242676
	Iteration 70Q: 3 clusters Score -1118611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1118613.500000 Penalty: 4515.242676
	Iteration 71Q: 3 clusters Score -1118614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1118613.625000 Penalty: 4515.242676
	Iteration 72Q: 3 clusters Score -1118614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1118617.000000 Penalty: 4515.242676
	Iteration 73Q: 3 clusters Score -1118617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1118618.750000 Penalty: 4515.242676
	Iteration 74Q: 3 clusters Score -1118619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1118620.500000 Penalty: 4515.242676
	Iteration 75Q: 3 clusters Score -1118620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1118624.250000 Penalty: 4515.242676
	Iteration 76Q: 3 clusters Score -1118624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1118630.625000 Penalty: 4515.242676
	Iteration 77Q: 3 clusters Score -1118631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1118633.250000 Penalty: 4515.242676
	Iteration 78Q: 3 clusters Score -1118633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1118635.875000 Penalty: 4515.242676
	Iteration 79Q: 3 clusters Score -1118636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1118638.875000 Penalty: 4515.242676
	Iteration 80F: 3 clusters Score -1118639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1118640.375000 Penalty: 4515.242676
	Iteration 81Q: 3 clusters Score -1118640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1118640.375000 Penalty: 4515.242676
	Iteration 82Q: 3 clusters Score -1118640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1118641.500000 Penalty: 4515.242676
	Iteration 83Q: 3 clusters Score -1118642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1118643.625000 Penalty: 4515.242676
	Iteration 84Q: 3 clusters Score -1118644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1118641.625000 Penalty: 4515.242676
	Iteration 85Q: 3 clusters Score -1118642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1118641.000000 Penalty: 4515.242676
	Iteration 86Q: 3 clusters Score -1118641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1118643.500000 Penalty: 4515.242676
	Iteration 87Q: 3 clusters Score -1118644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1118643.500000 Penalty: 4515.242676
	Iteration 88Q: 3 clusters Score -1118644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1118643.500000 Penalty: 4515.242676
	Iteration 89F: 3 clusters Score -1118644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -638605.187500 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -638605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -633949.562500 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -633949.6 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -635095.562500 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -635095.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -635445.687500 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -635445.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -635797.625000 Penalty: 4253.990234
	Iteration 3F: 3 clusters Score -635797.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -636121.375000 Penalty: 4253.990234
	Iteration 4F: 3 clusters Score -636121.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -636378.562500 Penalty: 4253.990234
	Iteration 5F: 3 clusters Score -636378.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -636577.687500 Penalty: 4253.990234
	Iteration 6F: 3 clusters Score -636577.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -636710.000000 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -636710 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -636820.250000 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -636820.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -636902.062500 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -636902.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -636957.812500 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -636957.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -636998.937500 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -636998.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -637023.125000 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -637023.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -637041.812500 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -637041.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -637056.687500 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -637056.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -637069.375000 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -637069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -637078.875000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -637078.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -637088.000000 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -637088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -637099.562500 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -637099.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -637107.125000 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -637107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -637114.250000 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -637114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -637118.375000 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -637118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -637120.875000 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -637120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -637125.937500 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -637125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -637129.062500 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -637129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -637131.312500 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -637131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -637134.812500 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -637134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -637134.812500 Penalty: 4253.990234
	Iteration 27F: 3 clusters Score -637134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1413751.500000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -1413752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1405301.875000 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -1405302 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1407928.875000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -1407929 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1408483.125000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -1408483 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1409046.250000 Penalty: 4625.026855
	Iteration 3F: 3 clusters Score -1409046 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1409603.750000 Penalty: 4625.026855
	Iteration 4F: 3 clusters Score -1409604 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1410080.375000 Penalty: 4625.026855
	Iteration 5F: 3 clusters Score -1410080 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1410503.375000 Penalty: 4625.026855
	Iteration 6F: 3 clusters Score -1410503 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1410883.500000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -1410884 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1411230.125000 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -1411230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1411602.625000 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -1411603 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1411924.625000 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -1411925 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1412179.625000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -1412180 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1412361.375000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -1412361 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1412483.000000 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -1412483 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1412559.750000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -1412560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1412618.125000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -1412618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1412651.375000 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -1412651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1412670.125000 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -1412670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1412681.875000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -1412682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1412691.875000 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -1412692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1412705.875000 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -1412706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1412717.000000 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -1412717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1412720.750000 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -1412721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1412726.000000 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -1412726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1412731.000000 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -1412731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1412730.750000 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -1412731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1412732.625000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -1412733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1412733.875000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -1412734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1412734.750000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -1412735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1412735.375000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -1412735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1412734.375000 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -1412734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1412734.000000 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -1412734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1412734.000000 Penalty: 4625.026855
	Iteration 32F: 3 clusters Score -1412734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Entering Unmasked Estep 
Score: -596165.937500 Penalty: 2121.513184
	Iteration 0F: 2 clusters Score -596165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -591540.687500 Penalty: 4243.026367
	Iteration 0F: 3 clusters Score -591540.7 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -592760.500000 Penalty: 4243.026367
	Iteration 1F: 3 clusters Score -592760.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -593135.375000 Penalty: 4243.026367
	Iteration 2F: 3 clusters Score -593135.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -593483.437500 Penalty: 4243.026367
	Iteration 3F: 3 clusters Score -593483.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -593801.625000 Penalty: 4243.026367
	Iteration 4F: 3 clusters Score -593801.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -594074.625000 Penalty: 4243.026367
	Iteration 5F: 3 clusters Score -594074.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -594252.500000 Penalty: 4243.026367
	Iteration 6Q: 3 clusters Score -594252.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -594356.125000 Penalty: 4243.026367
	Iteration 7Q: 3 clusters Score -594356.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -594438.312500 Penalty: 4243.026367
	Iteration 8Q: 3 clusters Score -594438.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -594516.375000 Penalty: 4243.026367
	Iteration 9Q: 3 clusters Score -594516.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -594579.187500 Penalty: 4243.026367
	Iteration 10Q: 3 clusters Score -594579.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -594640.937500 Penalty: 4243.026367
	Iteration 11Q: 3 clusters Score -594640.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -594711.562500 Penalty: 4243.026367
	Iteration 12Q: 3 clusters Score -594711.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -594776.937500 Penalty: 4243.026367
	Iteration 13Q: 3 clusters Score -594776.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -594831.625000 Penalty: 4243.026367
	Iteration 14Q: 3 clusters Score -594831.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -594888.562500 Penalty: 4243.026367
	Iteration 15Q: 3 clusters Score -594888.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -594960.625000 Penalty: 4243.026367
	Iteration 16Q: 3 clusters Score -594960.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -595035.250000 Penalty: 4243.026367
	Iteration 17Q: 3 clusters Score -595035.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -595072.687500 Penalty: 4243.026367
	Iteration 18Q: 3 clusters Score -595072.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -595098.312500 Penalty: 4243.026367
	Iteration 19Q: 3 clusters Score -595098.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -595116.000000 Penalty: 4243.026367
	Iteration 20F: 3 clusters Score -595116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -595135.625000 Penalty: 4243.026367
	Iteration 21Q: 3 clusters Score -595135.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -595154.750000 Penalty: 4243.026367
	Iteration 22Q: 3 clusters Score -595154.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -595171.312500 Penalty: 4243.026367
	Iteration 23Q: 3 clusters Score -595171.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -595182.562500 Penalty: 4243.026367
	Iteration 24Q: 3 clusters Score -595182.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -595191.312500 Penalty: 4243.026367
	Iteration 25Q: 3 clusters Score -595191.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -595198.187500 Penalty: 4243.026367
	Iteration 26Q: 3 clusters Score -595198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -595203.562500 Penalty: 4243.026367
	Iteration 27Q: 3 clusters Score -595203.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -595210.250000 Penalty: 4243.026367
	Iteration 28Q: 3 clusters Score -595210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -595215.062500 Penalty: 4243.026367
	Iteration 29Q: 3 clusters Score -595215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -595221.312500 Penalty: 4243.026367
	Iteration 30Q: 3 clusters Score -595221.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -595228.500000 Penalty: 4243.026367
	Iteration 31Q: 3 clusters Score -595228.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -595230.375000 Penalty: 4243.026367
	Iteration 32Q: 3 clusters Score -595230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -595237.250000 Penalty: 4243.026367
	Iteration 33Q: 3 clusters Score -595237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -595243.312500 Penalty: 4243.026367
	Iteration 34Q: 3 clusters Score -595243.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -595248.312500 Penalty: 4243.026367
	Iteration 35Q: 3 clusters Score -595248.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -595254.750000 Penalty: 4243.026367
	Iteration 36Q: 3 clusters Score -595254.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -595259.750000 Penalty: 4243.026367
	Iteration 37Q: 3 clusters Score -595259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -595263.750000 Penalty: 4243.026367
	Iteration 38Q: 3 clusters Score -595263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -595267.750000 Penalty: 4243.026367
	Iteration 39Q: 3 clusters Score -595267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -595270.375000 Penalty: 4243.026367
	Iteration 40F: 3 clusters Score -595270.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -595271.000000 Penalty: 4243.026367
	Iteration 41Q: 3 clusters Score -595271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -595274.625000 Penalty: 4243.026367
	Iteration 42Q: 3 clusters Score -595274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -595276.875000 Penalty: 4243.026367
	Iteration 43Q: 3 clusters Score -595276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -595277.562500 Penalty: 4243.026367
	Iteration 44Q: 3 clusters Score -595277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -595279.375000 Penalty: 4243.026367
	Iteration 45Q: 3 clusters Score -595279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -595280.750000 Penalty: 4243.026367
	Iteration 46Q: 3 clusters Score -595280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -595284.500000 Penalty: 4243.026367
	Iteration 47Q: 3 clusters Score -595284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -595292.187500 Penalty: 4243.026367
	Iteration 48Q: 3 clusters Score -595292.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -595299.562500 Penalty: 4243.026367
	Iteration 49Q: 3 clusters Score -595299.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -595307.562500 Penalty: 4243.026367
	Iteration 50Q: 3 clusters Score -595307.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -595314.562500 Penalty: 4243.026367
	Iteration 51Q: 3 clusters Score -595314.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -595319.312500 Penalty: 4243.026367
	Iteration 52Q: 3 clusters Score -595319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -595324.375000 Penalty: 4243.026367
	Iteration 53Q: 3 clusters Score -595324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -595325.875000 Penalty: 4243.026367
	Iteration 54Q: 3 clusters Score -595325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -595329.625000 Penalty: 4243.026367
	Iteration 55Q: 3 clusters Score -595329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -595333.937500 Penalty: 4243.026367
	Iteration 56Q: 3 clusters Score -595333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -595335.812500 Penalty: 4243.026367
	Iteration 57Q: 3 clusters Score -595335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -595342.312500 Penalty: 4243.026367
	Iteration 58Q: 3 clusters Score -595342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -595345.187500 Penalty: 4243.026367
	Iteration 59Q: 3 clusters Score -595345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -595350.062500 Penalty: 4243.026367
	Iteration 60F: 3 clusters Score -595350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -595356.187500 Penalty: 4243.026367
	Iteration 61Q: 3 clusters Score -595356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -595361.937500 Penalty: 4243.026367
	Iteration 62Q: 3 clusters Score -595361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -595365.625000 Penalty: 4243.026367
	Iteration 63Q: 3 clusters Score -595365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -595367.500000 Penalty: 4243.026367
	Iteration 64Q: 3 clusters Score -595367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -595368.937500 Penalty: 4243.026367
	Iteration 65Q: 3 clusters Score -595368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -595371.937500 Penalty: 4243.026367
	Iteration 66Q: 3 clusters Score -595371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -595373.187500 Penalty: 4243.026367
	Iteration 67Q: 3 clusters Score -595373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -595374.125000 Penalty: 4243.026367
	Iteration 68Q: 3 clusters Score -595374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -595378.062500 Penalty: 4243.026367
	Iteration 69Q: 3 clusters Score -595378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -595379.312500 Penalty: 4243.026367
	Iteration 70Q: 3 clusters Score -595379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -595380.125000 Penalty: 4243.026367
	Iteration 71Q: 3 clusters Score -595380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -595381.500000 Penalty: 4243.026367
	Iteration 72Q: 3 clusters Score -595381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -595381.125000 Penalty: 4243.026367
	Iteration 73Q: 3 clusters Score -595381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -595382.937500 Penalty: 4243.026367
	Iteration 74Q: 3 clusters Score -595382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -595381.875000 Penalty: 4243.026367
	Iteration 75Q: 3 clusters Score -595381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -595384.000000 Penalty: 4243.026367
	Iteration 76Q: 3 clusters Score -595384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -595385.000000 Penalty: 4243.026367
	Iteration 77Q: 3 clusters Score -595385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -595386.562500 Penalty: 4243.026367
	Iteration 78Q: 3 clusters Score -595386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -595387.375000 Penalty: 4243.026367
	Iteration 79Q: 3 clusters Score -595387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -595388.250000 Penalty: 4243.026367
	Iteration 80F: 3 clusters Score -595388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -595388.812500 Penalty: 4243.026367
	Iteration 81Q: 3 clusters Score -595388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -595389.500000 Penalty: 4243.026367
	Iteration 82Q: 3 clusters Score -595389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -595391.562500 Penalty: 4243.026367
	Iteration 83Q: 3 clusters Score -595391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -595395.500000 Penalty: 4243.026367
	Iteration 84Q: 3 clusters Score -595395.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -595397.562500 Penalty: 4243.026367
	Iteration 85Q: 3 clusters Score -595397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -595399.562500 Penalty: 4243.026367
	Iteration 86Q: 3 clusters Score -595399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -595399.875000 Penalty: 4243.026367
	Iteration 87Q: 3 clusters Score -595399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -595399.937500 Penalty: 4243.026367
	Iteration 88Q: 3 clusters Score -595399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -595400.625000 Penalty: 4243.026367
	Iteration 89Q: 3 clusters Score -595400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -595401.250000 Penalty: 4243.026367
	Iteration 90Q: 3 clusters Score -595401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -595401.687500 Penalty: 4243.026367
	Iteration 91Q: 3 clusters Score -595401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -595401.687500 Penalty: 4243.026367
	Iteration 92F: 3 clusters Score -595401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -61390.558594 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -61390.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59820.042969 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -59820.04 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60090.351562 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -60090.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60185.992188 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -60185.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60248.437500 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -60248.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60286.320312 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -60286.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60323.394531 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -60323.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60346.042969 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -60346.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60359.109375 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -60359.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60368.679688 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -60368.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60368.679688 Penalty: 3193.917725
	Iteration 9F: 3 clusters Score -60368.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Entering Unmasked Estep 
Score: -3210371.250000 Penalty: 2521.645752
	Iteration 0F: 2 clusters Score -3210371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3192467.500000 Penalty: 5043.291504
	Iteration 0F: 3 clusters Score -3192468 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3198906.000000 Penalty: 5043.291504
	Iteration 1F: 3 clusters Score -3198906 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3199652.500000 Penalty: 5043.291504
	Iteration 2F: 3 clusters Score -3199652 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3200477.000000 Penalty: 5043.291504
	Iteration 3F: 3 clusters Score -3200477 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3201465.750000 Penalty: 5043.291504
	Iteration 4F: 3 clusters Score -3201466 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3202618.750000 Penalty: 5043.291504
	Iteration 5F: 3 clusters Score -3202619 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3203735.750000 Penalty: 5043.291504
	Iteration 6F: 3 clusters Score -3203736 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3204635.000000 Penalty: 5043.291504
	Iteration 7F: 3 clusters Score -3204635 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3205271.000000 Penalty: 5043.291504
	Iteration 8F: 3 clusters Score -3205271 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3205714.250000 Penalty: 5043.291504
	Iteration 9Q: 3 clusters Score -3205714 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3206029.250000 Penalty: 5043.291504
	Iteration 10Q: 3 clusters Score -3206029 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3206242.250000 Penalty: 5043.291504
	Iteration 11Q: 3 clusters Score -3206242 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3206360.000000 Penalty: 5043.291504
	Iteration 12Q: 3 clusters Score -3206360 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3206452.500000 Penalty: 5043.291504
	Iteration 13Q: 3 clusters Score -3206452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3206501.250000 Penalty: 5043.291504
	Iteration 14Q: 3 clusters Score -3206501 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3206545.500000 Penalty: 5043.291504
	Iteration 15Q: 3 clusters Score -3206546 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3206584.250000 Penalty: 5043.291504
	Iteration 16Q: 3 clusters Score -3206584 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3206601.250000 Penalty: 5043.291504
	Iteration 17Q: 3 clusters Score -3206601 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3206629.250000 Penalty: 5043.291504
	Iteration 18Q: 3 clusters Score -3206629 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3206647.750000 Penalty: 5043.291504
	Iteration 19Q: 3 clusters Score -3206648 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3206667.500000 Penalty: 5043.291504
	Iteration 20F: 3 clusters Score -3206668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3206682.000000 Penalty: 5043.291504
	Iteration 21Q: 3 clusters Score -3206682 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3206720.250000 Penalty: 5043.291504
	Iteration 22Q: 3 clusters Score -3206720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3206735.500000 Penalty: 5043.291504
	Iteration 23Q: 3 clusters Score -3206736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3206752.750000 Penalty: 5043.291504
	Iteration 24Q: 3 clusters Score -3206753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3206768.750000 Penalty: 5043.291504
	Iteration 25Q: 3 clusters Score -3206769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3206771.000000 Penalty: 5043.291504
	Iteration 26Q: 3 clusters Score -3206771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3206780.750000 Penalty: 5043.291504
	Iteration 27Q: 3 clusters Score -3206781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3206786.250000 Penalty: 5043.291504
	Iteration 28Q: 3 clusters Score -3206786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3206790.500000 Penalty: 5043.291504
	Iteration 29Q: 3 clusters Score -3206790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3206799.500000 Penalty: 5043.291504
	Iteration 30Q: 3 clusters Score -3206800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3206799.000000 Penalty: 5043.291504
	Iteration 31Q: 3 clusters Score -3206799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3206806.500000 Penalty: 5043.291504
	Iteration 32Q: 3 clusters Score -3206806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3206804.500000 Penalty: 5043.291504
	Iteration 33Q: 3 clusters Score -3206804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3206809.750000 Penalty: 5043.291504
	Iteration 34Q: 3 clusters Score -3206810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3206826.500000 Penalty: 5043.291504
	Iteration 35Q: 3 clusters Score -3206826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3206829.000000 Penalty: 5043.291504
	Iteration 36Q: 3 clusters Score -3206829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3206825.500000 Penalty: 5043.291504
	Iteration 37Q: 3 clusters Score -3206826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3206826.250000 Penalty: 5043.291504
	Iteration 38Q: 3 clusters Score -3206826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3206829.000000 Penalty: 5043.291504
	Iteration 39Q: 3 clusters Score -3206829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3206832.000000 Penalty: 5043.291504
	Iteration 40F: 3 clusters Score -3206832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3206839.000000 Penalty: 5043.291504
	Iteration 41Q: 3 clusters Score -3206839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3206844.250000 Penalty: 5043.291504
	Iteration 42Q: 3 clusters Score -3206844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3206846.250000 Penalty: 5043.291504
	Iteration 43Q: 3 clusters Score -3206846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3206847.500000 Penalty: 5043.291504
	Iteration 44Q: 3 clusters Score -3206848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3206853.500000 Penalty: 5043.291504
	Iteration 45Q: 3 clusters Score -3206854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3206847.250000 Penalty: 5043.291504
	Iteration 46Q: 3 clusters Score -3206847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3206860.000000 Penalty: 5043.291504
	Iteration 47Q: 3 clusters Score -3206860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3206866.250000 Penalty: 5043.291504
	Iteration 48Q: 3 clusters Score -3206866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3206868.000000 Penalty: 5043.291504
	Iteration 49Q: 3 clusters Score -3206868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3206866.500000 Penalty: 5043.291504
	Iteration 50Q: 3 clusters Score -3206866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3206867.500000 Penalty: 5043.291504
	Iteration 51Q: 3 clusters Score -3206868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3206865.500000 Penalty: 5043.291504
	Iteration 52Q: 3 clusters Score -3206866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3206871.500000 Penalty: 5043.291504
	Iteration 53Q: 3 clusters Score -3206872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3206886.750000 Penalty: 5043.291504
	Iteration 54Q: 3 clusters Score -3206887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3206880.500000 Penalty: 5043.291504
	Iteration 55Q: 3 clusters Score -3206880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3206881.500000 Penalty: 5043.291504
	Iteration 56Q: 3 clusters Score -3206882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3206884.500000 Penalty: 5043.291504
	Iteration 57Q: 3 clusters Score -3206884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3206888.000000 Penalty: 5043.291504
	Iteration 58Q: 3 clusters Score -3206888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3206885.000000 Penalty: 5043.291504
	Iteration 59Q: 3 clusters Score -3206885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3206895.000000 Penalty: 5043.291504
	Iteration 60F: 3 clusters Score -3206895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3206903.000000 Penalty: 5043.291504
	Iteration 61Q: 3 clusters Score -3206903 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3206916.000000 Penalty: 5043.291504
	Iteration 62Q: 3 clusters Score -3206916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3206928.750000 Penalty: 5043.291504
	Iteration 63Q: 3 clusters Score -3206929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3206931.750000 Penalty: 5043.291504
	Iteration 64Q: 3 clusters Score -3206932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3206950.250000 Penalty: 5043.291504
	Iteration 65Q: 3 clusters Score -3206950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3206959.500000 Penalty: 5043.291504
	Iteration 66Q: 3 clusters Score -3206960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3206960.500000 Penalty: 5043.291504
	Iteration 67Q: 3 clusters Score -3206960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3206987.250000 Penalty: 5043.291504
	Iteration 68Q: 3 clusters Score -3206987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3207007.000000 Penalty: 5043.291504
	Iteration 69Q: 3 clusters Score -3207007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3207016.250000 Penalty: 5043.291504
	Iteration 70Q: 3 clusters Score -3207016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3207037.000000 Penalty: 5043.291504
	Iteration 71Q: 3 clusters Score -3207037 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3207088.750000 Penalty: 5043.291504
	Iteration 72Q: 3 clusters Score -3207089 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3207135.000000 Penalty: 5043.291504
	Iteration 73Q: 3 clusters Score -3207135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3207189.750000 Penalty: 5043.291504
	Iteration 74Q: 3 clusters Score -3207190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3207291.000000 Penalty: 5043.291504
	Iteration 75Q: 3 clusters Score -3207291 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3207398.500000 Penalty: 5043.291504
	Iteration 76Q: 3 clusters Score -3207398 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3207499.000000 Penalty: 5043.291504
	Iteration 77Q: 3 clusters Score -3207499 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3207589.500000 Penalty: 5043.291504
	Iteration 78Q: 3 clusters Score -3207590 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3207699.750000 Penalty: 5043.291504
	Iteration 79Q: 3 clusters Score -3207700 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3207877.500000 Penalty: 5043.291504
	Iteration 80F: 3 clusters Score -3207878 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3208020.250000 Penalty: 5043.291504
	Iteration 81Q: 3 clusters Score -3208020 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3208166.000000 Penalty: 5043.291504
	Iteration 82Q: 3 clusters Score -3208166 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3208279.750000 Penalty: 5043.291504
	Iteration 83Q: 3 clusters Score -3208280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3208402.750000 Penalty: 5043.291504
	Iteration 84Q: 3 clusters Score -3208403 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3208500.250000 Penalty: 5043.291504
	Iteration 85Q: 3 clusters Score -3208500 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3208618.750000 Penalty: 5043.291504
	Iteration 86Q: 3 clusters Score -3208619 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3208717.000000 Penalty: 5043.291504
	Iteration 87Q: 3 clusters Score -3208717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3208810.000000 Penalty: 5043.291504
	Iteration 88Q: 3 clusters Score -3208810 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3208910.250000 Penalty: 5043.291504
	Iteration 89Q: 3 clusters Score -3208910 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3208976.500000 Penalty: 5043.291504
	Iteration 90Q: 3 clusters Score -3208976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3209059.500000 Penalty: 5043.291504
	Iteration 91Q: 3 clusters Score -3209060 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3209146.500000 Penalty: 5043.291504
	Iteration 92Q: 3 clusters Score -3209146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3209214.750000 Penalty: 5043.291504
	Iteration 93Q: 3 clusters Score -3209215 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3209262.500000 Penalty: 5043.291504
	Iteration 94Q: 3 clusters Score -3209262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3209318.250000 Penalty: 5043.291504
	Iteration 95Q: 3 clusters Score -3209318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3209358.750000 Penalty: 5043.291504
	Iteration 96Q: 3 clusters Score -3209359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3209396.750000 Penalty: 5043.291504
	Iteration 97Q: 3 clusters Score -3209397 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3209415.250000 Penalty: 5043.291504
	Iteration 98Q: 3 clusters Score -3209415 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3209428.750000 Penalty: 5043.291504
	Iteration 99Q: 3 clusters Score -3209429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3209448.500000 Penalty: 5043.291504
	Iteration 100F: 3 clusters Score -3209448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3209462.500000 Penalty: 5043.291504
	Iteration 101Q: 3 clusters Score -3209462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3209481.250000 Penalty: 5043.291504
	Iteration 102Q: 3 clusters Score -3209481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3209476.750000 Penalty: 5043.291504
	Iteration 103Q: 3 clusters Score -3209477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3209490.250000 Penalty: 5043.291504
	Iteration 104Q: 3 clusters Score -3209490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3209488.750000 Penalty: 5043.291504
	Iteration 105Q: 3 clusters Score -3209489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3209497.000000 Penalty: 5043.291504
	Iteration 106Q: 3 clusters Score -3209497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3209509.750000 Penalty: 5043.291504
	Iteration 107Q: 3 clusters Score -3209510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3209506.750000 Penalty: 5043.291504
	Iteration 108Q: 3 clusters Score -3209507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3209508.250000 Penalty: 5043.291504
	Iteration 109Q: 3 clusters Score -3209508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3209518.250000 Penalty: 5043.291504
	Iteration 110Q: 3 clusters Score -3209518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3209520.500000 Penalty: 5043.291504
	Iteration 111Q: 3 clusters Score -3209520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3209525.000000 Penalty: 5043.291504
	Iteration 112Q: 3 clusters Score -3209525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3209526.750000 Penalty: 5043.291504
	Iteration 113Q: 3 clusters Score -3209527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3209528.500000 Penalty: 5043.291504
	Iteration 114Q: 3 clusters Score -3209528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3209537.750000 Penalty: 5043.291504
	Iteration 115Q: 3 clusters Score -3209538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3209534.750000 Penalty: 5043.291504
	Iteration 116Q: 3 clusters Score -3209535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3209532.750000 Penalty: 5043.291504
	Iteration 117Q: 3 clusters Score -3209533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3209530.250000 Penalty: 5043.291504
	Iteration 118Q: 3 clusters Score -3209530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3209528.750000 Penalty: 5043.291504
	Iteration 119Q: 3 clusters Score -3209529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3209530.250000 Penalty: 5043.291504
	Iteration 120F: 3 clusters Score -3209530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3209531.750000 Penalty: 5043.291504
	Iteration 121Q: 3 clusters Score -3209532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3209530.000000 Penalty: 5043.291504
	Iteration 122Q: 3 clusters Score -3209530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3209530.750000 Penalty: 5043.291504
	Iteration 123Q: 3 clusters Score -3209531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3209531.750000 Penalty: 5043.291504
	Iteration 124Q: 3 clusters Score -3209532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3209531.500000 Penalty: 5043.291504
	Iteration 125Q: 3 clusters Score -3209532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3209529.500000 Penalty: 5043.291504
	Iteration 126Q: 3 clusters Score -3209530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3209526.750000 Penalty: 5043.291504
	Iteration 127Q: 3 clusters Score -3209527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3209523.250000 Penalty: 5043.291504
	Iteration 128Q: 3 clusters Score -3209523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3209525.750000 Penalty: 5043.291504
	Iteration 129Q: 3 clusters Score -3209526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3209530.250000 Penalty: 5043.291504
	Iteration 130Q: 3 clusters Score -3209530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3209532.000000 Penalty: 5043.291504
	Iteration 131Q: 3 clusters Score -3209532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3209532.000000 Penalty: 5043.291504
	Iteration 132F: 3 clusters Score -3209532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -134404.609375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -134404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132503.093750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -132503.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132917.562500 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -132917.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133070.453125 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -133070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133164.937500 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -133164.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133261.890625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -133261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133387.484375 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -133387.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133469.968750 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -133470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133579.468750 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -133579.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133664.140625 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -133664.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133762.812500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -133762.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133850.765625 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -133850.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133949.281250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -133949.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134004.578125 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -134004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134038.203125 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -134038.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134065.843750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -134065.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134096.187500 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -134096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134120.015625 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -134120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134131.812500 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -134131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134135.750000 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -134135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -134137.578125 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -134137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134140.781250 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -134140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134144.937500 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -134144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134151.609375 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -134151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134159.656250 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -134159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134161.671875 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -134161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134165.265625 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -134165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134174.406250 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -134174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134182.453125 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -134182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134192.718750 Penalty: 3508.341797
	Iteration 28Q: 3 clusters Score -134192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134211.109375 Penalty: 3508.341797
	Iteration 29Q: 3 clusters Score -134211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134238.125000 Penalty: 3508.341797
	Iteration 30Q: 3 clusters Score -134238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134258.718750 Penalty: 3508.341797
	Iteration 31Q: 3 clusters Score -134258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134267.375000 Penalty: 3508.341797
	Iteration 32Q: 3 clusters Score -134267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134276.421875 Penalty: 3508.341797
	Iteration 33Q: 3 clusters Score -134276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134295.812500 Penalty: 3508.341797
	Iteration 34Q: 3 clusters Score -134295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134318.718750 Penalty: 3508.341797
	Iteration 35Q: 3 clusters Score -134318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134325.328125 Penalty: 3508.341797
	Iteration 36Q: 3 clusters Score -134325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134333.140625 Penalty: 3508.341797
	Iteration 37Q: 3 clusters Score -134333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134339.656250 Penalty: 3508.341797
	Iteration 38Q: 3 clusters Score -134339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134345.953125 Penalty: 3508.341797
	Iteration 39Q: 3 clusters Score -134346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134347.437500 Penalty: 3508.341797
	Iteration 40F: 3 clusters Score -134347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134348.515625 Penalty: 3508.341797
	Iteration 41Q: 3 clusters Score -134348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134352.312500 Penalty: 3508.341797
	Iteration 42Q: 3 clusters Score -134352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134366.031250 Penalty: 3508.341797
	Iteration 43Q: 3 clusters Score -134366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134373.203125 Penalty: 3508.341797
	Iteration 44Q: 3 clusters Score -134373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134376.468750 Penalty: 3508.341797
	Iteration 45Q: 3 clusters Score -134376.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134376.468750 Penalty: 3508.341797
	Iteration 46F: 3 clusters Score -134376.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -271988.187500 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -271988.2 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 1080 members 
Entering Unmasked Estep 
Score: -269250.906250 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -269250.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269720.375000 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -269720.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269849.406250 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -269849.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269930.093750 Penalty: 3808.449707
	Iteration 3Q: 3 clusters Score -269930.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -269975.718750 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -269975.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -270009.531250 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -270009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -270034.875000 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -270034.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -270058.406250 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -270058.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -270072.187500 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -270072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270080.093750 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -270080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270083.218750 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -270083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270084.406250 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -270084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270084.531250 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -270084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270086.375000 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -270086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270086.562500 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -270086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270086.562500 Penalty: 3808.449707
	Iteration 15F: 3 clusters Score -270086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Entering Unmasked Estep 
Score: -7313466.500000 Penalty: 2720.480713
	Iteration 0F: 2 clusters Score -7313466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7274233.500000 Penalty: 5440.961426
	Iteration 0F: 3 clusters Score -7274234 nChanged 27345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -7289247.500000 Penalty: 5440.961426
	Iteration 1F: 3 clusters Score -7289248 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7289778.500000 Penalty: 5440.961426
	Iteration 2Q: 3 clusters Score -7289778 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -7290216.000000 Penalty: 5440.961426
	Iteration 3Q: 3 clusters Score -7290216 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -7290648.000000 Penalty: 5440.961426
	Iteration 4Q: 3 clusters Score -7290648 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7291121.500000 Penalty: 5440.961426
	Iteration 5Q: 3 clusters Score -7291122 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -7291767.500000 Penalty: 5440.961426
	Iteration 6Q: 3 clusters Score -7291768 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7292588.000000 Penalty: 5440.961426
	Iteration 7Q: 3 clusters Score -7292588 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7293561.000000 Penalty: 5440.961426
	Iteration 8Q: 3 clusters Score -7293561 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7294880.500000 Penalty: 5440.961426
	Iteration 9Q: 3 clusters Score -7294880 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -7296543.000000 Penalty: 5440.961426
	Iteration 10F: 3 clusters Score -7296543 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -7298701.500000 Penalty: 5440.961426
	Iteration 11F: 3 clusters Score -7298702 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -7301190.000000 Penalty: 5440.961426
	Iteration 12F: 3 clusters Score -7301190 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -7303495.500000 Penalty: 5440.961426
	Iteration 13F: 3 clusters Score -7303496 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -7304945.000000 Penalty: 5440.961426
	Iteration 14Q: 3 clusters Score -7304945 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7305659.500000 Penalty: 5440.961426
	Iteration 15Q: 3 clusters Score -7305660 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7306054.000000 Penalty: 5440.961426
	Iteration 16Q: 3 clusters Score -7306054 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7306361.000000 Penalty: 5440.961426
	Iteration 17Q: 3 clusters Score -7306361 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -7306616.000000 Penalty: 5440.961426
	Iteration 18Q: 3 clusters Score -7306616 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7306813.000000 Penalty: 5440.961426
	Iteration 19Q: 3 clusters Score -7306813 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -7307011.000000 Penalty: 5440.961426
	Iteration 20F: 3 clusters Score -7307011 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -7307139.500000 Penalty: 5440.961426
	Iteration 21Q: 3 clusters Score -7307140 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -7307315.500000 Penalty: 5440.961426
	Iteration 22Q: 3 clusters Score -7307316 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -7307481.000000 Penalty: 5440.961426
	Iteration 23Q: 3 clusters Score -7307481 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -7307626.500000 Penalty: 5440.961426
	Iteration 24Q: 3 clusters Score -7307626 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -7307776.000000 Penalty: 5440.961426
	Iteration 25Q: 3 clusters Score -7307776 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -7307910.000000 Penalty: 5440.961426
	Iteration 26Q: 3 clusters Score -7307910 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -7308029.000000 Penalty: 5440.961426
	Iteration 27Q: 3 clusters Score -7308029 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -7308183.500000 Penalty: 5440.961426
	Iteration 28Q: 3 clusters Score -7308184 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -7308360.500000 Penalty: 5440.961426
	Iteration 29Q: 3 clusters Score -7308360 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -7308501.500000 Penalty: 5440.961426
	Iteration 30Q: 3 clusters Score -7308502 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -7308659.000000 Penalty: 5440.961426
	Iteration 31Q: 3 clusters Score -7308659 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -7308817.000000 Penalty: 5440.961426
	Iteration 32Q: 3 clusters Score -7308817 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -7308993.500000 Penalty: 5440.961426
	Iteration 33Q: 3 clusters Score -7308994 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -7309154.000000 Penalty: 5440.961426
	Iteration 34Q: 3 clusters Score -7309154 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -7309297.500000 Penalty: 5440.961426
	Iteration 35Q: 3 clusters Score -7309298 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -7309408.500000 Penalty: 5440.961426
	Iteration 36Q: 3 clusters Score -7309408 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -7309565.000000 Penalty: 5440.961426
	Iteration 37Q: 3 clusters Score -7309565 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -7309676.500000 Penalty: 5440.961426
	Iteration 38Q: 3 clusters Score -7309676 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -7309799.500000 Penalty: 5440.961426
	Iteration 39Q: 3 clusters Score -7309800 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7309911.000000 Penalty: 5440.961426
	Iteration 40F: 3 clusters Score -7309911 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -7310022.500000 Penalty: 5440.961426
	Iteration 41Q: 3 clusters Score -7310022 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -7310100.500000 Penalty: 5440.961426
	Iteration 42Q: 3 clusters Score -7310100 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7310201.000000 Penalty: 5440.961426
	Iteration 43Q: 3 clusters Score -7310201 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -7310296.500000 Penalty: 5440.961426
	Iteration 44Q: 3 clusters Score -7310296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7310411.000000 Penalty: 5440.961426
	Iteration 45Q: 3 clusters Score -7310411 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -7310472.000000 Penalty: 5440.961426
	Iteration 46Q: 3 clusters Score -7310472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -7310575.000000 Penalty: 5440.961426
	Iteration 47Q: 3 clusters Score -7310575 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7310670.000000 Penalty: 5440.961426
	Iteration 48Q: 3 clusters Score -7310670 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7310713.500000 Penalty: 5440.961426
	Iteration 49Q: 3 clusters Score -7310714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -7310762.000000 Penalty: 5440.961426
	Iteration 50Q: 3 clusters Score -7310762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7310806.000000 Penalty: 5440.961426
	Iteration 51Q: 3 clusters Score -7310806 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7310844.000000 Penalty: 5440.961426
	Iteration 52Q: 3 clusters Score -7310844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7310908.000000 Penalty: 5440.961426
	Iteration 53Q: 3 clusters Score -7310908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7310943.000000 Penalty: 5440.961426
	Iteration 54Q: 3 clusters Score -7310943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7310945.000000 Penalty: 5440.961426
	Iteration 55Q: 3 clusters Score -7310945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7310967.500000 Penalty: 5440.961426
	Iteration 56Q: 3 clusters Score -7310968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -7310967.000000 Penalty: 5440.961426
	Iteration 57Q: 3 clusters Score -7310967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7311006.500000 Penalty: 5440.961426
	Iteration 58Q: 3 clusters Score -7311006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -7311013.000000 Penalty: 5440.961426
	Iteration 59Q: 3 clusters Score -7311013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7311043.500000 Penalty: 5440.961426
	Iteration 60F: 3 clusters Score -7311044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -7311078.500000 Penalty: 5440.961426
	Iteration 61Q: 3 clusters Score -7311078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -7311092.500000 Penalty: 5440.961426
	Iteration 62Q: 3 clusters Score -7311092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -7311101.000000 Penalty: 5440.961426
	Iteration 63Q: 3 clusters Score -7311101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -7311120.500000 Penalty: 5440.961426
	Iteration 64Q: 3 clusters Score -7311120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7311158.500000 Penalty: 5440.961426
	Iteration 65Q: 3 clusters Score -7311158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -7311178.000000 Penalty: 5440.961426
	Iteration 66Q: 3 clusters Score -7311178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7311179.500000 Penalty: 5440.961426
	Iteration 67Q: 3 clusters Score -7311180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -7311193.500000 Penalty: 5440.961426
	Iteration 68Q: 3 clusters Score -7311194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -7311198.000000 Penalty: 5440.961426
	Iteration 69Q: 3 clusters Score -7311198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7311197.500000 Penalty: 5440.961426
	Iteration 70Q: 3 clusters Score -7311198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7311207.000000 Penalty: 5440.961426
	Iteration 71Q: 3 clusters Score -7311207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -7311209.000000 Penalty: 5440.961426
	Iteration 72Q: 3 clusters Score -7311209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -7311206.500000 Penalty: 5440.961426
	Iteration 73Q: 3 clusters Score -7311206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7311212.500000 Penalty: 5440.961426
	Iteration 74Q: 3 clusters Score -7311212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -7311208.500000 Penalty: 5440.961426
	Iteration 75Q: 3 clusters Score -7311208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -7311210.500000 Penalty: 5440.961426
	Iteration 76Q: 3 clusters Score -7311210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -7311212.000000 Penalty: 5440.961426
	Iteration 77Q: 3 clusters Score -7311212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7311212.500000 Penalty: 5440.961426
	Iteration 78Q: 3 clusters Score -7311212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -7311212.000000 Penalty: 5440.961426
	Iteration 79Q: 3 clusters Score -7311212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7311211.500000 Penalty: 5440.961426
	Iteration 80F: 3 clusters Score -7311212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -483475.687500 Penalty: 2058.161133
	Iteration 0F: 2 clusters Score -483475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -479602.000000 Penalty: 4116.322266
	Iteration 0F: 3 clusters Score -479602 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -480486.656250 Penalty: 4116.322266
	Iteration 1F: 3 clusters Score -480486.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -480770.593750 Penalty: 4116.322266
	Iteration 2F: 3 clusters Score -480770.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -480975.781250 Penalty: 4116.322266
	Iteration 3F: 3 clusters Score -480975.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -481092.750000 Penalty: 4116.322266
	Iteration 4Q: 3 clusters Score -481092.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -481179.781250 Penalty: 4116.322266
	Iteration 5Q: 3 clusters Score -481179.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -481242.718750 Penalty: 4116.322266
	Iteration 6Q: 3 clusters Score -481242.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -481287.343750 Penalty: 4116.322266
	Iteration 7Q: 3 clusters Score -481287.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -481324.968750 Penalty: 4116.322266
	Iteration 8Q: 3 clusters Score -481325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -481364.937500 Penalty: 4116.322266
	Iteration 9Q: 3 clusters Score -481364.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -481410.656250 Penalty: 4116.322266
	Iteration 10Q: 3 clusters Score -481410.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -481466.687500 Penalty: 4116.322266
	Iteration 11Q: 3 clusters Score -481466.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -481526.406250 Penalty: 4116.322266
	Iteration 12Q: 3 clusters Score -481526.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -481591.312500 Penalty: 4116.322266
	Iteration 13Q: 3 clusters Score -481591.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -481654.781250 Penalty: 4116.322266
	Iteration 14Q: 3 clusters Score -481654.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -481715.406250 Penalty: 4116.322266
	Iteration 15Q: 3 clusters Score -481715.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -481769.625000 Penalty: 4116.322266
	Iteration 16Q: 3 clusters Score -481769.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -481806.250000 Penalty: 4116.322266
	Iteration 17Q: 3 clusters Score -481806.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -481840.687500 Penalty: 4116.322266
	Iteration 18Q: 3 clusters Score -481840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -481869.937500 Penalty: 4116.322266
	Iteration 19Q: 3 clusters Score -481869.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -481894.031250 Penalty: 4116.322266
	Iteration 20F: 3 clusters Score -481894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -481919.156250 Penalty: 4116.322266
	Iteration 21Q: 3 clusters Score -481919.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -481941.281250 Penalty: 4116.322266
	Iteration 22Q: 3 clusters Score -481941.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -481952.500000 Penalty: 4116.322266
	Iteration 23Q: 3 clusters Score -481952.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -481964.437500 Penalty: 4116.322266
	Iteration 24Q: 3 clusters Score -481964.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -481973.687500 Penalty: 4116.322266
	Iteration 25Q: 3 clusters Score -481973.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -481982.968750 Penalty: 4116.322266
	Iteration 26Q: 3 clusters Score -481983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -481991.406250 Penalty: 4116.322266
	Iteration 27Q: 3 clusters Score -481991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -481995.156250 Penalty: 4116.322266
	Iteration 28Q: 3 clusters Score -481995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -482000.781250 Penalty: 4116.322266
	Iteration 29Q: 3 clusters Score -482000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -482005.468750 Penalty: 4116.322266
	Iteration 30Q: 3 clusters Score -482005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -482011.906250 Penalty: 4116.322266
	Iteration 31Q: 3 clusters Score -482011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -482016.437500 Penalty: 4116.322266
	Iteration 32Q: 3 clusters Score -482016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -482019.812500 Penalty: 4116.322266
	Iteration 33Q: 3 clusters Score -482019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -482025.468750 Penalty: 4116.322266
	Iteration 34Q: 3 clusters Score -482025.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -482037.437500 Penalty: 4116.322266
	Iteration 35Q: 3 clusters Score -482037.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -482051.531250 Penalty: 4116.322266
	Iteration 36Q: 3 clusters Score -482051.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -482066.250000 Penalty: 4116.322266
	Iteration 37Q: 3 clusters Score -482066.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -482079.406250 Penalty: 4116.322266
	Iteration 38Q: 3 clusters Score -482079.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -482096.093750 Penalty: 4116.322266
	Iteration 39Q: 3 clusters Score -482096.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -482113.656250 Penalty: 4116.322266
	Iteration 40F: 3 clusters Score -482113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482123.593750 Penalty: 4116.322266
	Iteration 41Q: 3 clusters Score -482123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -482133.968750 Penalty: 4116.322266
	Iteration 42Q: 3 clusters Score -482134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -482139.375000 Penalty: 4116.322266
	Iteration 43Q: 3 clusters Score -482139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -482144.843750 Penalty: 4116.322266
	Iteration 44Q: 3 clusters Score -482144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -482148.750000 Penalty: 4116.322266
	Iteration 45Q: 3 clusters Score -482148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -482149.687500 Penalty: 4116.322266
	Iteration 46Q: 3 clusters Score -482149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482150.375000 Penalty: 4116.322266
	Iteration 47Q: 3 clusters Score -482150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -482150.687500 Penalty: 4116.322266
	Iteration 48Q: 3 clusters Score -482150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482151.000000 Penalty: 4116.322266
	Iteration 49Q: 3 clusters Score -482151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -482152.625000 Penalty: 4116.322266
	Iteration 50Q: 3 clusters Score -482152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -482156.000000 Penalty: 4116.322266
	Iteration 51Q: 3 clusters Score -482156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -482159.218750 Penalty: 4116.322266
	Iteration 52Q: 3 clusters Score -482159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -482162.312500 Penalty: 4116.322266
	Iteration 53Q: 3 clusters Score -482162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -482166.187500 Penalty: 4116.322266
	Iteration 54Q: 3 clusters Score -482166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -482169.937500 Penalty: 4116.322266
	Iteration 55Q: 3 clusters Score -482169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -482173.156250 Penalty: 4116.322266
	Iteration 56Q: 3 clusters Score -482173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -482174.562500 Penalty: 4116.322266
	Iteration 57Q: 3 clusters Score -482174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -482178.031250 Penalty: 4116.322266
	Iteration 58Q: 3 clusters Score -482178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -482182.187500 Penalty: 4116.322266
	Iteration 59Q: 3 clusters Score -482182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -482188.000000 Penalty: 4116.322266
	Iteration 60F: 3 clusters Score -482188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -482194.562500 Penalty: 4116.322266
	Iteration 61Q: 3 clusters Score -482194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -482201.687500 Penalty: 4116.322266
	Iteration 62Q: 3 clusters Score -482201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -482209.843750 Penalty: 4116.322266
	Iteration 63Q: 3 clusters Score -482209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -482218.250000 Penalty: 4116.322266
	Iteration 64Q: 3 clusters Score -482218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -482227.843750 Penalty: 4116.322266
	Iteration 65Q: 3 clusters Score -482227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -482231.750000 Penalty: 4116.322266
	Iteration 66Q: 3 clusters Score -482231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -482233.156250 Penalty: 4116.322266
	Iteration 67Q: 3 clusters Score -482233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -482235.718750 Penalty: 4116.322266
	Iteration 68Q: 3 clusters Score -482235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -482239.000000 Penalty: 4116.322266
	Iteration 69Q: 3 clusters Score -482239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -482242.593750 Penalty: 4116.322266
	Iteration 70Q: 3 clusters Score -482242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -482246.500000 Penalty: 4116.322266
	Iteration 71Q: 3 clusters Score -482246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -482255.062500 Penalty: 4116.322266
	Iteration 72Q: 3 clusters Score -482255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -482260.250000 Penalty: 4116.322266
	Iteration 73Q: 3 clusters Score -482260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -482264.562500 Penalty: 4116.322266
	Iteration 74Q: 3 clusters Score -482264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -482269.437500 Penalty: 4116.322266
	Iteration 75Q: 3 clusters Score -482269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -482272.156250 Penalty: 4116.322266
	Iteration 76Q: 3 clusters Score -482272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -482273.468750 Penalty: 4116.322266
	Iteration 77Q: 3 clusters Score -482273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -482274.437500 Penalty: 4116.322266
	Iteration 78Q: 3 clusters Score -482274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -482275.687500 Penalty: 4116.322266
	Iteration 79Q: 3 clusters Score -482275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -482275.875000 Penalty: 4116.322266
	Iteration 80F: 3 clusters Score -482275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -482276.656250 Penalty: 4116.322266
	Iteration 81Q: 3 clusters Score -482276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -482280.187500 Penalty: 4116.322266
	Iteration 82Q: 3 clusters Score -482280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -482285.156250 Penalty: 4116.322266
	Iteration 83Q: 3 clusters Score -482285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -482288.781250 Penalty: 4116.322266
	Iteration 84Q: 3 clusters Score -482288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -482290.656250 Penalty: 4116.322266
	Iteration 85Q: 3 clusters Score -482290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -482291.906250 Penalty: 4116.322266
	Iteration 86Q: 3 clusters Score -482291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -482293.687500 Penalty: 4116.322266
	Iteration 87Q: 3 clusters Score -482293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -482295.000000 Penalty: 4116.322266
	Iteration 88Q: 3 clusters Score -482295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -482297.718750 Penalty: 4116.322266
	Iteration 89Q: 3 clusters Score -482297.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -482301.218750 Penalty: 4116.322266
	Iteration 90Q: 3 clusters Score -482301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -482303.031250 Penalty: 4116.322266
	Iteration 91Q: 3 clusters Score -482303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -482304.593750 Penalty: 4116.322266
	Iteration 92Q: 3 clusters Score -482304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -482305.375000 Penalty: 4116.322266
	Iteration 93Q: 3 clusters Score -482305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -482306.437500 Penalty: 4116.322266
	Iteration 94Q: 3 clusters Score -482306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -482309.375000 Penalty: 4116.322266
	Iteration 95Q: 3 clusters Score -482309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -482313.687500 Penalty: 4116.322266
	Iteration 96Q: 3 clusters Score -482313.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -482318.656250 Penalty: 4116.322266
	Iteration 97Q: 3 clusters Score -482318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -482323.406250 Penalty: 4116.322266
	Iteration 98Q: 3 clusters Score -482323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -482326.468750 Penalty: 4116.322266
	Iteration 99Q: 3 clusters Score -482326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -482328.093750 Penalty: 4116.322266
	Iteration 100F: 3 clusters Score -482328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -482329.781250 Penalty: 4116.322266
	Iteration 101Q: 3 clusters Score -482329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -482333.062500 Penalty: 4116.322266
	Iteration 102Q: 3 clusters Score -482333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -482337.187500 Penalty: 4116.322266
	Iteration 103Q: 3 clusters Score -482337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -482341.906250 Penalty: 4116.322266
	Iteration 104Q: 3 clusters Score -482341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -482344.468750 Penalty: 4116.322266
	Iteration 105Q: 3 clusters Score -482344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -482349.125000 Penalty: 4116.322266
	Iteration 106Q: 3 clusters Score -482349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -482351.531250 Penalty: 4116.322266
	Iteration 107Q: 3 clusters Score -482351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -482353.218750 Penalty: 4116.322266
	Iteration 108Q: 3 clusters Score -482353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -482356.343750 Penalty: 4116.322266
	Iteration 109Q: 3 clusters Score -482356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -482360.625000 Penalty: 4116.322266
	Iteration 110Q: 3 clusters Score -482360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -482366.687500 Penalty: 4116.322266
	Iteration 111Q: 3 clusters Score -482366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -482371.968750 Penalty: 4116.322266
	Iteration 112Q: 3 clusters Score -482372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -482378.125000 Penalty: 4116.322266
	Iteration 113Q: 3 clusters Score -482378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -482381.937500 Penalty: 4116.322266
	Iteration 114Q: 3 clusters Score -482381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -482385.593750 Penalty: 4116.322266
	Iteration 115Q: 3 clusters Score -482385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -482388.812500 Penalty: 4116.322266
	Iteration 116Q: 3 clusters Score -482388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -482390.406250 Penalty: 4116.322266
	Iteration 117Q: 3 clusters Score -482390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482391.281250 Penalty: 4116.322266
	Iteration 118Q: 3 clusters Score -482391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -482392.875000 Penalty: 4116.322266
	Iteration 119Q: 3 clusters Score -482392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -482394.562500 Penalty: 4116.322266
	Iteration 120F: 3 clusters Score -482394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -482394.500000 Penalty: 4116.322266
	Iteration 121Q: 3 clusters Score -482394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -482396.187500 Penalty: 4116.322266
	Iteration 122Q: 3 clusters Score -482396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -482395.218750 Penalty: 4116.322266
	Iteration 123Q: 3 clusters Score -482395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -482395.218750 Penalty: 4116.322266
	Iteration 124F: 3 clusters Score -482395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Entering Unmasked Estep 
Score: -3634735.500000 Penalty: 2551.238525
	Iteration 0F: 2 clusters Score -3634736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3614820.500000 Penalty: 5102.477051
	Iteration 0F: 3 clusters Score -3614820 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3622115.000000 Penalty: 5102.477051
	Iteration 1F: 3 clusters Score -3622115 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3623062.500000 Penalty: 5102.477051
	Iteration 2F: 3 clusters Score -3623062 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3624197.750000 Penalty: 5102.477051
	Iteration 3F: 3 clusters Score -3624198 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3625653.500000 Penalty: 5102.477051
	Iteration 4F: 3 clusters Score -3625654 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3627097.000000 Penalty: 5102.477051
	Iteration 5F: 3 clusters Score -3627097 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3628230.000000 Penalty: 5102.477051
	Iteration 6F: 3 clusters Score -3628230 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3629103.000000 Penalty: 5102.477051
	Iteration 7Q: 3 clusters Score -3629103 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3629694.250000 Penalty: 5102.477051
	Iteration 8Q: 3 clusters Score -3629694 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3630153.750000 Penalty: 5102.477051
	Iteration 9Q: 3 clusters Score -3630154 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3630525.500000 Penalty: 5102.477051
	Iteration 10Q: 3 clusters Score -3630526 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3630847.750000 Penalty: 5102.477051
	Iteration 11Q: 3 clusters Score -3630848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3631109.000000 Penalty: 5102.477051
	Iteration 12Q: 3 clusters Score -3631109 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3631368.500000 Penalty: 5102.477051
	Iteration 13Q: 3 clusters Score -3631368 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3631572.750000 Penalty: 5102.477051
	Iteration 14Q: 3 clusters Score -3631573 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3631698.000000 Penalty: 5102.477051
	Iteration 15Q: 3 clusters Score -3631698 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3631789.750000 Penalty: 5102.477051
	Iteration 16Q: 3 clusters Score -3631790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3631874.750000 Penalty: 5102.477051
	Iteration 17Q: 3 clusters Score -3631875 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3631962.750000 Penalty: 5102.477051
	Iteration 18Q: 3 clusters Score -3631963 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3632024.750000 Penalty: 5102.477051
	Iteration 19Q: 3 clusters Score -3632025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3632116.000000 Penalty: 5102.477051
	Iteration 20F: 3 clusters Score -3632116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3632205.250000 Penalty: 5102.477051
	Iteration 21Q: 3 clusters Score -3632205 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3632275.750000 Penalty: 5102.477051
	Iteration 22Q: 3 clusters Score -3632276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3632335.000000 Penalty: 5102.477051
	Iteration 23Q: 3 clusters Score -3632335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3632381.750000 Penalty: 5102.477051
	Iteration 24Q: 3 clusters Score -3632382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3632419.000000 Penalty: 5102.477051
	Iteration 25Q: 3 clusters Score -3632419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3632467.750000 Penalty: 5102.477051
	Iteration 26Q: 3 clusters Score -3632468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3632502.750000 Penalty: 5102.477051
	Iteration 27Q: 3 clusters Score -3632503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3632535.000000 Penalty: 5102.477051
	Iteration 28Q: 3 clusters Score -3632535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3632569.500000 Penalty: 5102.477051
	Iteration 29Q: 3 clusters Score -3632570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3632577.750000 Penalty: 5102.477051
	Iteration 30Q: 3 clusters Score -3632578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3632599.250000 Penalty: 5102.477051
	Iteration 31Q: 3 clusters Score -3632599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3632602.000000 Penalty: 5102.477051
	Iteration 32Q: 3 clusters Score -3632602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3632614.750000 Penalty: 5102.477051
	Iteration 33Q: 3 clusters Score -3632615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3632632.750000 Penalty: 5102.477051
	Iteration 34Q: 3 clusters Score -3632633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3632655.000000 Penalty: 5102.477051
	Iteration 35Q: 3 clusters Score -3632655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3632663.250000 Penalty: 5102.477051
	Iteration 36Q: 3 clusters Score -3632663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3632678.250000 Penalty: 5102.477051
	Iteration 37Q: 3 clusters Score -3632678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3632693.750000 Penalty: 5102.477051
	Iteration 38Q: 3 clusters Score -3632694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3632701.250000 Penalty: 5102.477051
	Iteration 39Q: 3 clusters Score -3632701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3632708.750000 Penalty: 5102.477051
	Iteration 40F: 3 clusters Score -3632709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3632721.750000 Penalty: 5102.477051
	Iteration 41Q: 3 clusters Score -3632722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3632732.000000 Penalty: 5102.477051
	Iteration 42Q: 3 clusters Score -3632732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3632746.000000 Penalty: 5102.477051
	Iteration 43Q: 3 clusters Score -3632746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -3632747.750000 Penalty: 5102.477051
	Iteration 44Q: 3 clusters Score -3632748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3632751.000000 Penalty: 5102.477051
	Iteration 45Q: 3 clusters Score -3632751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3632758.500000 Penalty: 5102.477051
	Iteration 46Q: 3 clusters Score -3632758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3632755.750000 Penalty: 5102.477051
	Iteration 47Q: 3 clusters Score -3632756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3632768.500000 Penalty: 5102.477051
	Iteration 48Q: 3 clusters Score -3632768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3632780.000000 Penalty: 5102.477051
	Iteration 49Q: 3 clusters Score -3632780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3632779.500000 Penalty: 5102.477051
	Iteration 50Q: 3 clusters Score -3632780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3632790.750000 Penalty: 5102.477051
	Iteration 51Q: 3 clusters Score -3632791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3632790.500000 Penalty: 5102.477051
	Iteration 52Q: 3 clusters Score -3632790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3632789.250000 Penalty: 5102.477051
	Iteration 53Q: 3 clusters Score -3632789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3632797.500000 Penalty: 5102.477051
	Iteration 54Q: 3 clusters Score -3632798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3632798.250000 Penalty: 5102.477051
	Iteration 55Q: 3 clusters Score -3632798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3632798.250000 Penalty: 5102.477051
	Iteration 56Q: 3 clusters Score -3632798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3632799.500000 Penalty: 5102.477051
	Iteration 57Q: 3 clusters Score -3632800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3632800.500000 Penalty: 5102.477051
	Iteration 58Q: 3 clusters Score -3632800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3632800.750000 Penalty: 5102.477051
	Iteration 59Q: 3 clusters Score -3632801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3632810.500000 Penalty: 5102.477051
	Iteration 60F: 3 clusters Score -3632810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3632805.000000 Penalty: 5102.477051
	Iteration 61Q: 3 clusters Score -3632805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3632810.750000 Penalty: 5102.477051
	Iteration 62Q: 3 clusters Score -3632811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3632813.000000 Penalty: 5102.477051
	Iteration 63Q: 3 clusters Score -3632813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3632815.000000 Penalty: 5102.477051
	Iteration 64Q: 3 clusters Score -3632815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3632815.000000 Penalty: 5102.477051
	Iteration 65F: 3 clusters Score -3632815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26120.814453 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -26120.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24900.708984 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -24900.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25174.998047 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -25175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25381.656250 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -25381.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25481.136719 Penalty: 2870.301025
	Iteration 3F: 3 clusters Score -25481.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25497.101562 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -25497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25505.921875 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -25505.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25530.890625 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -25530.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25554.539062 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -25554.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25581.908203 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -25581.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25594.433594 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -25594.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25613.093750 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -25613.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25698.402344 Penalty: 2870.301025
	Iteration 11Q: 3 clusters Score -25698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25698.402344 Penalty: 2870.301025
	Iteration 12F: 3 clusters Score -25698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -903526.250000 Penalty: 2234.221436
	Iteration 0F: 2 clusters Score -903526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -897037.125000 Penalty: 4468.442871
	Iteration 0F: 3 clusters Score -897037.1 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -899163.062500 Penalty: 4468.442871
	Iteration 1F: 3 clusters Score -899163.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -899692.312500 Penalty: 4468.442871
	Iteration 2F: 3 clusters Score -899692.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -900113.437500 Penalty: 4468.442871
	Iteration 3F: 3 clusters Score -900113.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -900440.437500 Penalty: 4468.442871
	Iteration 4F: 3 clusters Score -900440.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -900738.812500 Penalty: 4468.442871
	Iteration 5F: 3 clusters Score -900738.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -900968.250000 Penalty: 4468.442871
	Iteration 6Q: 3 clusters Score -900968.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -901145.437500 Penalty: 4468.442871
	Iteration 7Q: 3 clusters Score -901145.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -901304.937500 Penalty: 4468.442871
	Iteration 8Q: 3 clusters Score -901304.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -901437.062500 Penalty: 4468.442871
	Iteration 9Q: 3 clusters Score -901437.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -901575.687500 Penalty: 4468.442871
	Iteration 10Q: 3 clusters Score -901575.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -901679.750000 Penalty: 4468.442871
	Iteration 11Q: 3 clusters Score -901679.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -901782.125000 Penalty: 4468.442871
	Iteration 12Q: 3 clusters Score -901782.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -901887.500000 Penalty: 4468.442871
	Iteration 13Q: 3 clusters Score -901887.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -902007.062500 Penalty: 4468.442871
	Iteration 14Q: 3 clusters Score -902007.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -902131.812500 Penalty: 4468.442871
	Iteration 15Q: 3 clusters Score -902131.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -902241.750000 Penalty: 4468.442871
	Iteration 16Q: 3 clusters Score -902241.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -902305.437500 Penalty: 4468.442871
	Iteration 17Q: 3 clusters Score -902305.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -902347.812500 Penalty: 4468.442871
	Iteration 18Q: 3 clusters Score -902347.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -902383.937500 Penalty: 4468.442871
	Iteration 19Q: 3 clusters Score -902383.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -902430.750000 Penalty: 4468.442871
	Iteration 20F: 3 clusters Score -902430.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -902464.125000 Penalty: 4468.442871
	Iteration 21Q: 3 clusters Score -902464.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -902493.187500 Penalty: 4468.442871
	Iteration 22Q: 3 clusters Score -902493.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -902515.750000 Penalty: 4468.442871
	Iteration 23Q: 3 clusters Score -902515.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -902531.187500 Penalty: 4468.442871
	Iteration 24Q: 3 clusters Score -902531.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -902546.062500 Penalty: 4468.442871
	Iteration 25Q: 3 clusters Score -902546.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -902568.000000 Penalty: 4468.442871
	Iteration 26Q: 3 clusters Score -902568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -902591.875000 Penalty: 4468.442871
	Iteration 27Q: 3 clusters Score -902591.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -902622.812500 Penalty: 4468.442871
	Iteration 28Q: 3 clusters Score -902622.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -902654.750000 Penalty: 4468.442871
	Iteration 29Q: 3 clusters Score -902654.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -902678.187500 Penalty: 4468.442871
	Iteration 30Q: 3 clusters Score -902678.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -902698.062500 Penalty: 4468.442871
	Iteration 31Q: 3 clusters Score -902698.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -902719.750000 Penalty: 4468.442871
	Iteration 32Q: 3 clusters Score -902719.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -902731.437500 Penalty: 4468.442871
	Iteration 33Q: 3 clusters Score -902731.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -902745.062500 Penalty: 4468.442871
	Iteration 34Q: 3 clusters Score -902745.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -902759.687500 Penalty: 4468.442871
	Iteration 35Q: 3 clusters Score -902759.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -902769.562500 Penalty: 4468.442871
	Iteration 36Q: 3 clusters Score -902769.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -902791.562500 Penalty: 4468.442871
	Iteration 37Q: 3 clusters Score -902791.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -902816.187500 Penalty: 4468.442871
	Iteration 38Q: 3 clusters Score -902816.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -902861.687500 Penalty: 4468.442871
	Iteration 39Q: 3 clusters Score -902861.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -902924.312500 Penalty: 4468.442871
	Iteration 40F: 3 clusters Score -902924.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -902996.312500 Penalty: 4468.442871
	Iteration 41Q: 3 clusters Score -902996.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -903036.375000 Penalty: 4468.442871
	Iteration 42Q: 3 clusters Score -903036.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -903064.625000 Penalty: 4468.442871
	Iteration 43Q: 3 clusters Score -903064.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -903077.187500 Penalty: 4468.442871
	Iteration 44Q: 3 clusters Score -903077.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -903088.000000 Penalty: 4468.442871
	Iteration 45Q: 3 clusters Score -903088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -903101.562500 Penalty: 4468.442871
	Iteration 46Q: 3 clusters Score -903101.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -903110.187500 Penalty: 4468.442871
	Iteration 47Q: 3 clusters Score -903110.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -903115.437500 Penalty: 4468.442871
	Iteration 48Q: 3 clusters Score -903115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -903122.187500 Penalty: 4468.442871
	Iteration 49Q: 3 clusters Score -903122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -903126.062500 Penalty: 4468.442871
	Iteration 50Q: 3 clusters Score -903126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -903130.750000 Penalty: 4468.442871
	Iteration 51Q: 3 clusters Score -903130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -903133.062500 Penalty: 4468.442871
	Iteration 52Q: 3 clusters Score -903133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -903134.562500 Penalty: 4468.442871
	Iteration 53Q: 3 clusters Score -903134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -903137.125000 Penalty: 4468.442871
	Iteration 54Q: 3 clusters Score -903137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -903141.000000 Penalty: 4468.442871
	Iteration 55Q: 3 clusters Score -903141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -903146.875000 Penalty: 4468.442871
	Iteration 56Q: 3 clusters Score -903146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -903152.375000 Penalty: 4468.442871
	Iteration 57Q: 3 clusters Score -903152.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -903156.875000 Penalty: 4468.442871
	Iteration 58Q: 3 clusters Score -903156.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -903163.937500 Penalty: 4468.442871
	Iteration 59Q: 3 clusters Score -903163.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -903169.062500 Penalty: 4468.442871
	Iteration 60F: 3 clusters Score -903169.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -903175.187500 Penalty: 4468.442871
	Iteration 61Q: 3 clusters Score -903175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -903178.125000 Penalty: 4468.442871
	Iteration 62Q: 3 clusters Score -903178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -903181.312500 Penalty: 4468.442871
	Iteration 63Q: 3 clusters Score -903181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -903183.750000 Penalty: 4468.442871
	Iteration 64Q: 3 clusters Score -903183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -903185.812500 Penalty: 4468.442871
	Iteration 65Q: 3 clusters Score -903185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -903188.625000 Penalty: 4468.442871
	Iteration 66Q: 3 clusters Score -903188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -903191.187500 Penalty: 4468.442871
	Iteration 67Q: 3 clusters Score -903191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -903192.375000 Penalty: 4468.442871
	Iteration 68Q: 3 clusters Score -903192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -903194.937500 Penalty: 4468.442871
	Iteration 69Q: 3 clusters Score -903194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -903195.687500 Penalty: 4468.442871
	Iteration 70Q: 3 clusters Score -903195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -903198.937500 Penalty: 4468.442871
	Iteration 71Q: 3 clusters Score -903198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -903198.875000 Penalty: 4468.442871
	Iteration 72Q: 3 clusters Score -903198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -903200.125000 Penalty: 4468.442871
	Iteration 73Q: 3 clusters Score -903200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -903204.000000 Penalty: 4468.442871
	Iteration 74Q: 3 clusters Score -903204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -903203.375000 Penalty: 4468.442871
	Iteration 75Q: 3 clusters Score -903203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -903202.312500 Penalty: 4468.442871
	Iteration 76Q: 3 clusters Score -903202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -903204.812500 Penalty: 4468.442871
	Iteration 77Q: 3 clusters Score -903204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -903206.250000 Penalty: 4468.442871
	Iteration 78Q: 3 clusters Score -903206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -903211.375000 Penalty: 4468.442871
	Iteration 79Q: 3 clusters Score -903211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -903213.062500 Penalty: 4468.442871
	Iteration 80F: 3 clusters Score -903213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -903214.125000 Penalty: 4468.442871
	Iteration 81Q: 3 clusters Score -903214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -903216.562500 Penalty: 4468.442871
	Iteration 82Q: 3 clusters Score -903216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -903216.437500 Penalty: 4468.442871
	Iteration 83Q: 3 clusters Score -903216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -903218.125000 Penalty: 4468.442871
	Iteration 84Q: 3 clusters Score -903218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -903221.187500 Penalty: 4468.442871
	Iteration 85Q: 3 clusters Score -903221.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -903225.562500 Penalty: 4468.442871
	Iteration 86Q: 3 clusters Score -903225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -903226.125000 Penalty: 4468.442871
	Iteration 87Q: 3 clusters Score -903226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -903226.562500 Penalty: 4468.442871
	Iteration 88Q: 3 clusters Score -903226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -903228.437500 Penalty: 4468.442871
	Iteration 89Q: 3 clusters Score -903228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -903230.562500 Penalty: 4468.442871
	Iteration 90Q: 3 clusters Score -903230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -903231.375000 Penalty: 4468.442871
	Iteration 91Q: 3 clusters Score -903231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -903232.062500 Penalty: 4468.442871
	Iteration 92Q: 3 clusters Score -903232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -903233.125000 Penalty: 4468.442871
	Iteration 93Q: 3 clusters Score -903233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -903238.375000 Penalty: 4468.442871
	Iteration 94Q: 3 clusters Score -903238.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -903244.562500 Penalty: 4468.442871
	Iteration 95Q: 3 clusters Score -903244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -903247.625000 Penalty: 4468.442871
	Iteration 96Q: 3 clusters Score -903247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -903253.250000 Penalty: 4468.442871
	Iteration 97Q: 3 clusters Score -903253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -903255.625000 Penalty: 4468.442871
	Iteration 98Q: 3 clusters Score -903255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -903257.812500 Penalty: 4468.442871
	Iteration 99Q: 3 clusters Score -903257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -903260.750000 Penalty: 4468.442871
	Iteration 100F: 3 clusters Score -903260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -903263.562500 Penalty: 4468.442871
	Iteration 101Q: 3 clusters Score -903263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -903263.125000 Penalty: 4468.442871
	Iteration 102Q: 3 clusters Score -903263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -903266.125000 Penalty: 4468.442871
	Iteration 103Q: 3 clusters Score -903266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -903267.562500 Penalty: 4468.442871
	Iteration 104Q: 3 clusters Score -903267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -903269.125000 Penalty: 4468.442871
	Iteration 105Q: 3 clusters Score -903269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -903269.687500 Penalty: 4468.442871
	Iteration 106Q: 3 clusters Score -903269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -903271.375000 Penalty: 4468.442871
	Iteration 107Q: 3 clusters Score -903271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -903269.062500 Penalty: 4468.442871
	Iteration 108Q: 3 clusters Score -903269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -903270.937500 Penalty: 4468.442871
	Iteration 109Q: 3 clusters Score -903270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -903270.125000 Penalty: 4468.442871
	Iteration 110Q: 3 clusters Score -903270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -903271.000000 Penalty: 4468.442871
	Iteration 111Q: 3 clusters Score -903271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -903271.000000 Penalty: 4468.442871
	Iteration 112F: 3 clusters Score -903271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -1807071.625000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -1807072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1796238.750000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -1796239 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1799637.000000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -1799637 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1800119.875000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -1800120 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1800863.750000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -1800864 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1801992.375000 Penalty: 4766.653809
	Iteration 4F: 3 clusters Score -1801992 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1803438.750000 Penalty: 4766.653809
	Iteration 5F: 3 clusters Score -1803439 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1804888.750000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -1804889 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1805812.625000 Penalty: 4766.653809
	Iteration 7F: 3 clusters Score -1805813 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1806297.500000 Penalty: 4766.653809
	Iteration 8F: 3 clusters Score -1806298 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1806539.125000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -1806539 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1806686.500000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -1806686 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1806774.750000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -1806775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1806834.000000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -1806834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1806871.500000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -1806872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1806891.500000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -1806892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1806906.625000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -1806907 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1806928.500000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -1806928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1806938.875000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -1806939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1806959.750000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -1806960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1806969.625000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -1806970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1806974.000000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -1806974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1806994.250000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -1806994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1807000.875000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -1807001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1807002.250000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -1807002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1807002.750000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -1807003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1807003.375000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -1807003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1807011.375000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -1807011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1807011.000000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -1807011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1807014.125000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -1807014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1807012.875000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -1807013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1807019.125000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -1807019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1807020.750000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -1807021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1807020.625000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -1807021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1807023.750000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -1807024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1807024.500000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -1807024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1807024.625000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -1807025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1807027.125000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -1807027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1807030.625000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -1807031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1807034.375000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -1807034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1807034.375000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -1807034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1807032.875000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -1807033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1807032.375000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -1807032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1807031.875000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -1807032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1807030.750000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -1807031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1807036.500000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -1807036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1807042.000000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -1807042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1807043.000000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -1807043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1807037.875000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -1807038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1807042.625000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -1807043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1807045.500000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -1807046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1807046.500000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -1807046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1807046.625000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -1807047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1807046.875000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -1807047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1807047.875000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -1807048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1807048.750000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -1807049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1807052.000000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -1807052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1807050.125000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -1807050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1807052.500000 Penalty: 4766.653809
	Iteration 57Q: 3 clusters Score -1807052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1807051.250000 Penalty: 4766.653809
	Iteration 58Q: 3 clusters Score -1807051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1807050.000000 Penalty: 4766.653809
	Iteration 59Q: 3 clusters Score -1807050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1807050.125000 Penalty: 4766.653809
	Iteration 60F: 3 clusters Score -1807050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1807051.375000 Penalty: 4766.653809
	Iteration 61Q: 3 clusters Score -1807051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1807052.250000 Penalty: 4766.653809
	Iteration 62Q: 3 clusters Score -1807052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1807052.250000 Penalty: 4766.653809
	Iteration 63F: 3 clusters Score -1807052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Entering Unmasked Estep 
Score: -2194478.250000 Penalty: 2419.049805
	Iteration 0F: 2 clusters Score -2194478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2182287.000000 Penalty: 4838.099609
	Iteration 0F: 3 clusters Score -2182287 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2186453.000000 Penalty: 4838.099609
	Iteration 1F: 3 clusters Score -2186453 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2187036.500000 Penalty: 4838.099609
	Iteration 2F: 3 clusters Score -2187036 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2187612.250000 Penalty: 4838.099609
	Iteration 3F: 3 clusters Score -2187612 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2188212.250000 Penalty: 4838.099609
	Iteration 4F: 3 clusters Score -2188212 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2188817.250000 Penalty: 4838.099609
	Iteration 5F: 3 clusters Score -2188817 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2189360.500000 Penalty: 4838.099609
	Iteration 6F: 3 clusters Score -2189360 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2189868.000000 Penalty: 4838.099609
	Iteration 7F: 3 clusters Score -2189868 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2190360.750000 Penalty: 4838.099609
	Iteration 8Q: 3 clusters Score -2190361 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2190833.250000 Penalty: 4838.099609
	Iteration 9Q: 3 clusters Score -2190833 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2191236.500000 Penalty: 4838.099609
	Iteration 10Q: 3 clusters Score -2191236 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2191474.000000 Penalty: 4838.099609
	Iteration 11Q: 3 clusters Score -2191474 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2191645.500000 Penalty: 4838.099609
	Iteration 12Q: 3 clusters Score -2191646 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2191764.500000 Penalty: 4838.099609
	Iteration 13Q: 3 clusters Score -2191764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2191861.750000 Penalty: 4838.099609
	Iteration 14Q: 3 clusters Score -2191862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2191910.500000 Penalty: 4838.099609
	Iteration 15Q: 3 clusters Score -2191910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2191951.000000 Penalty: 4838.099609
	Iteration 16Q: 3 clusters Score -2191951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2191985.000000 Penalty: 4838.099609
	Iteration 17Q: 3 clusters Score -2191985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2192009.750000 Penalty: 4838.099609
	Iteration 18Q: 3 clusters Score -2192010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2192022.500000 Penalty: 4838.099609
	Iteration 19Q: 3 clusters Score -2192022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2192040.500000 Penalty: 4838.099609
	Iteration 20F: 3 clusters Score -2192040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2192056.000000 Penalty: 4838.099609
	Iteration 21Q: 3 clusters Score -2192056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2192061.250000 Penalty: 4838.099609
	Iteration 22Q: 3 clusters Score -2192061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2192078.250000 Penalty: 4838.099609
	Iteration 23Q: 3 clusters Score -2192078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2192091.500000 Penalty: 4838.099609
	Iteration 24Q: 3 clusters Score -2192092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2192106.000000 Penalty: 4838.099609
	Iteration 25Q: 3 clusters Score -2192106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2192114.500000 Penalty: 4838.099609
	Iteration 26Q: 3 clusters Score -2192114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2192123.750000 Penalty: 4838.099609
	Iteration 27Q: 3 clusters Score -2192124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2192147.000000 Penalty: 4838.099609
	Iteration 28Q: 3 clusters Score -2192147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2192152.000000 Penalty: 4838.099609
	Iteration 29Q: 3 clusters Score -2192152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2192171.750000 Penalty: 4838.099609
	Iteration 30Q: 3 clusters Score -2192172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2192180.000000 Penalty: 4838.099609
	Iteration 31Q: 3 clusters Score -2192180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2192185.250000 Penalty: 4838.099609
	Iteration 32Q: 3 clusters Score -2192185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2192192.250000 Penalty: 4838.099609
	Iteration 33Q: 3 clusters Score -2192192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2192211.750000 Penalty: 4838.099609
	Iteration 34Q: 3 clusters Score -2192212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2192228.000000 Penalty: 4838.099609
	Iteration 35Q: 3 clusters Score -2192228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2192238.000000 Penalty: 4838.099609
	Iteration 36Q: 3 clusters Score -2192238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2192250.250000 Penalty: 4838.099609
	Iteration 37Q: 3 clusters Score -2192250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2192262.000000 Penalty: 4838.099609
	Iteration 38Q: 3 clusters Score -2192262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2192263.750000 Penalty: 4838.099609
	Iteration 39Q: 3 clusters Score -2192264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2192277.000000 Penalty: 4838.099609
	Iteration 40F: 3 clusters Score -2192277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2192286.750000 Penalty: 4838.099609
	Iteration 41Q: 3 clusters Score -2192287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2192295.750000 Penalty: 4838.099609
	Iteration 42Q: 3 clusters Score -2192296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2192306.750000 Penalty: 4838.099609
	Iteration 43Q: 3 clusters Score -2192307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2192316.000000 Penalty: 4838.099609
	Iteration 44Q: 3 clusters Score -2192316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2192313.750000 Penalty: 4838.099609
	Iteration 45Q: 3 clusters Score -2192314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2192320.750000 Penalty: 4838.099609
	Iteration 46Q: 3 clusters Score -2192321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2192334.500000 Penalty: 4838.099609
	Iteration 47Q: 3 clusters Score -2192334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2192343.750000 Penalty: 4838.099609
	Iteration 48Q: 3 clusters Score -2192344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2192340.500000 Penalty: 4838.099609
	Iteration 49Q: 3 clusters Score -2192340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2192348.250000 Penalty: 4838.099609
	Iteration 50Q: 3 clusters Score -2192348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2192353.000000 Penalty: 4838.099609
	Iteration 51Q: 3 clusters Score -2192353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2192356.750000 Penalty: 4838.099609
	Iteration 52Q: 3 clusters Score -2192357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2192360.250000 Penalty: 4838.099609
	Iteration 53Q: 3 clusters Score -2192360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2192366.000000 Penalty: 4838.099609
	Iteration 54Q: 3 clusters Score -2192366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2192366.000000 Penalty: 4838.099609
	Iteration 55Q: 3 clusters Score -2192366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2192375.750000 Penalty: 4838.099609
	Iteration 56Q: 3 clusters Score -2192376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2192382.250000 Penalty: 4838.099609
	Iteration 57Q: 3 clusters Score -2192382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2192389.000000 Penalty: 4838.099609
	Iteration 58Q: 3 clusters Score -2192389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2192389.000000 Penalty: 4838.099609
	Iteration 59Q: 3 clusters Score -2192389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2192387.250000 Penalty: 4838.099609
	Iteration 60F: 3 clusters Score -2192387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2192394.750000 Penalty: 4838.099609
	Iteration 61Q: 3 clusters Score -2192395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2192400.000000 Penalty: 4838.099609
	Iteration 62Q: 3 clusters Score -2192400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2192400.250000 Penalty: 4838.099609
	Iteration 63Q: 3 clusters Score -2192400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2192403.500000 Penalty: 4838.099609
	Iteration 64Q: 3 clusters Score -2192404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2192412.000000 Penalty: 4838.099609
	Iteration 65Q: 3 clusters Score -2192412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2192413.000000 Penalty: 4838.099609
	Iteration 66Q: 3 clusters Score -2192413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2192416.250000 Penalty: 4838.099609
	Iteration 67Q: 3 clusters Score -2192416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2192420.750000 Penalty: 4838.099609
	Iteration 68Q: 3 clusters Score -2192421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2192421.750000 Penalty: 4838.099609
	Iteration 69Q: 3 clusters Score -2192422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2192419.000000 Penalty: 4838.099609
	Iteration 70Q: 3 clusters Score -2192419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2192421.000000 Penalty: 4838.099609
	Iteration 71Q: 3 clusters Score -2192421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2192426.000000 Penalty: 4838.099609
	Iteration 72Q: 3 clusters Score -2192426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2192434.500000 Penalty: 4838.099609
	Iteration 73Q: 3 clusters Score -2192434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2192437.250000 Penalty: 4838.099609
	Iteration 74Q: 3 clusters Score -2192437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2192440.500000 Penalty: 4838.099609
	Iteration 75Q: 3 clusters Score -2192440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2192438.500000 Penalty: 4838.099609
	Iteration 76Q: 3 clusters Score -2192438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2192443.000000 Penalty: 4838.099609
	Iteration 77Q: 3 clusters Score -2192443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2192447.250000 Penalty: 4838.099609
	Iteration 78Q: 3 clusters Score -2192447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2192440.250000 Penalty: 4838.099609
	Iteration 79Q: 3 clusters Score -2192440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2192447.500000 Penalty: 4838.099609
	Iteration 80F: 3 clusters Score -2192448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2192451.500000 Penalty: 4838.099609
	Iteration 81Q: 3 clusters Score -2192452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2192458.500000 Penalty: 4838.099609
	Iteration 82Q: 3 clusters Score -2192458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2192462.250000 Penalty: 4838.099609
	Iteration 83Q: 3 clusters Score -2192462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2192467.250000 Penalty: 4838.099609
	Iteration 84Q: 3 clusters Score -2192467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2192475.000000 Penalty: 4838.099609
	Iteration 85Q: 3 clusters Score -2192475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2192474.750000 Penalty: 4838.099609
	Iteration 86Q: 3 clusters Score -2192475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2192478.000000 Penalty: 4838.099609
	Iteration 87Q: 3 clusters Score -2192478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2192484.000000 Penalty: 4838.099609
	Iteration 88Q: 3 clusters Score -2192484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2192484.750000 Penalty: 4838.099609
	Iteration 89Q: 3 clusters Score -2192485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2192489.750000 Penalty: 4838.099609
	Iteration 90Q: 3 clusters Score -2192490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2192489.500000 Penalty: 4838.099609
	Iteration 91Q: 3 clusters Score -2192490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2192491.000000 Penalty: 4838.099609
	Iteration 92Q: 3 clusters Score -2192491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2192493.250000 Penalty: 4838.099609
	Iteration 93Q: 3 clusters Score -2192493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2192496.250000 Penalty: 4838.099609
	Iteration 94Q: 3 clusters Score -2192496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2192499.250000 Penalty: 4838.099609
	Iteration 95Q: 3 clusters Score -2192499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2192504.000000 Penalty: 4838.099609
	Iteration 96Q: 3 clusters Score -2192504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2192501.750000 Penalty: 4838.099609
	Iteration 97Q: 3 clusters Score -2192502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2192508.750000 Penalty: 4838.099609
	Iteration 98Q: 3 clusters Score -2192509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2192506.750000 Penalty: 4838.099609
	Iteration 99Q: 3 clusters Score -2192507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2192512.500000 Penalty: 4838.099609
	Iteration 100F: 3 clusters Score -2192512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2192513.500000 Penalty: 4838.099609
	Iteration 101Q: 3 clusters Score -2192514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2192520.250000 Penalty: 4838.099609
	Iteration 102Q: 3 clusters Score -2192520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2192523.000000 Penalty: 4838.099609
	Iteration 103Q: 3 clusters Score -2192523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2192522.250000 Penalty: 4838.099609
	Iteration 104Q: 3 clusters Score -2192522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2192523.500000 Penalty: 4838.099609
	Iteration 105Q: 3 clusters Score -2192524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2192523.500000 Penalty: 4838.099609
	Iteration 106Q: 3 clusters Score -2192524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2192523.750000 Penalty: 4838.099609
	Iteration 107Q: 3 clusters Score -2192524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2192523.500000 Penalty: 4838.099609
	Iteration 108Q: 3 clusters Score -2192524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2192523.250000 Penalty: 4838.099609
	Iteration 109Q: 3 clusters Score -2192523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2192526.500000 Penalty: 4838.099609
	Iteration 110Q: 3 clusters Score -2192526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2192532.000000 Penalty: 4838.099609
	Iteration 111Q: 3 clusters Score -2192532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2192526.750000 Penalty: 4838.099609
	Iteration 112Q: 3 clusters Score -2192527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2192528.000000 Penalty: 4838.099609
	Iteration 113Q: 3 clusters Score -2192528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2192531.500000 Penalty: 4838.099609
	Iteration 114Q: 3 clusters Score -2192532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2192530.250000 Penalty: 4838.099609
	Iteration 115Q: 3 clusters Score -2192530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2192529.000000 Penalty: 4838.099609
	Iteration 116Q: 3 clusters Score -2192529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2192529.000000 Penalty: 4838.099609
	Iteration 117F: 3 clusters Score -2192529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -99161.453125 Penalty: 1694.859009
	Iteration 0F: 2 clusters Score -99161.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97312.523438 Penalty: 3389.718018
	Iteration 0F: 3 clusters Score -97312.52 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97740.656250 Penalty: 3389.718018
	Iteration 1F: 3 clusters Score -97740.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97927.976562 Penalty: 3389.718018
	Iteration 2F: 3 clusters Score -97927.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98024.617188 Penalty: 3389.718018
	Iteration 3F: 3 clusters Score -98024.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98078.062500 Penalty: 3389.718018
	Iteration 4Q: 3 clusters Score -98078.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98133.671875 Penalty: 3389.718018
	Iteration 5Q: 3 clusters Score -98133.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98264.890625 Penalty: 3389.718018
	Iteration 6Q: 3 clusters Score -98264.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98522.500000 Penalty: 3389.718018
	Iteration 7F: 3 clusters Score -98522.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98933.007812 Penalty: 3389.718018
	Iteration 8F: 3 clusters Score -98933.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99617.953125 Penalty: 3389.718018
	Iteration 9F: 3 clusters Score -99617.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100019.578125 Penalty: 3389.718018
	Iteration 10Q: 3 clusters Score -100019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100104.890625 Penalty: 3389.718018
	Iteration 11Q: 3 clusters Score -100104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100154.210938 Penalty: 3389.718018
	Iteration 12Q: 3 clusters Score -100154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100224.492188 Penalty: 3389.718018
	Iteration 13Q: 3 clusters Score -100224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100267.257812 Penalty: 3389.718018
	Iteration 14Q: 3 clusters Score -100267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100289.539062 Penalty: 3389.718018
	Iteration 15Q: 3 clusters Score -100289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100317.164062 Penalty: 3389.718018
	Iteration 16Q: 3 clusters Score -100317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100331.539062 Penalty: 3389.718018
	Iteration 17Q: 3 clusters Score -100331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -100353.265625 Penalty: 3389.718018
	Iteration 18Q: 3 clusters Score -100353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100387.718750 Penalty: 3389.718018
	Iteration 19Q: 3 clusters Score -100387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100416.781250 Penalty: 3389.718018
	Iteration 20F: 3 clusters Score -100416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100471.101562 Penalty: 3389.718018
	Iteration 21Q: 3 clusters Score -100471.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -100601.414062 Penalty: 3389.718018
	Iteration 22Q: 3 clusters Score -100601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -100763.968750 Penalty: 3389.718018
	Iteration 23Q: 3 clusters Score -100764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100918.070312 Penalty: 3389.718018
	Iteration 24Q: 3 clusters Score -100918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100918.070312 Penalty: 3389.718018
	Iteration 25F: 3 clusters Score -100918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 311 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 908 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 618 members 
Entering Unmasked Estep 
Score: -142009760.000000 Penalty: 166335.640625
Splitting cluster 38 changes total score from -142009760.000000 to -142009760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (58306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Entering Unmasked Estep 
Score: -7359298.000000 Penalty: 2721.418213
	Iteration 0F: 2 clusters Score -7359298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7320221.000000 Penalty: 5442.836426
	Iteration 0F: 3 clusters Score -7320221 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -7335235.500000 Penalty: 5442.836426
	Iteration 1F: 3 clusters Score -7335236 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -7335995.000000 Penalty: 5442.836426
	Iteration 2Q: 3 clusters Score -7335995 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7336962.000000 Penalty: 5442.836426
	Iteration 3Q: 3 clusters Score -7336962 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7338456.000000 Penalty: 5442.836426
	Iteration 4F: 3 clusters Score -7338456 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -7340860.500000 Penalty: 5442.836426
	Iteration 5F: 3 clusters Score -7340860 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -7344472.500000 Penalty: 5442.836426
	Iteration 6F: 3 clusters Score -7344472 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -7348913.500000 Penalty: 5442.836426
	Iteration 7F: 3 clusters Score -7348914 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7353006.500000 Penalty: 5442.836426
	Iteration 8F: 3 clusters Score -7353006 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7355402.500000 Penalty: 5442.836426
	Iteration 9Q: 3 clusters Score -7355402 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -7356412.000000 Penalty: 5442.836426
	Iteration 10Q: 3 clusters Score -7356412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -7356762.500000 Penalty: 5442.836426
	Iteration 11Q: 3 clusters Score -7356762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -7356906.000000 Penalty: 5442.836426
	Iteration 12Q: 3 clusters Score -7356906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -7356971.000000 Penalty: 5442.836426
	Iteration 13Q: 3 clusters Score -7356971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7356995.500000 Penalty: 5442.836426
	Iteration 14Q: 3 clusters Score -7356996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -7357015.500000 Penalty: 5442.836426
	Iteration 15Q: 3 clusters Score -7357016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7357030.000000 Penalty: 5442.836426
	Iteration 16Q: 3 clusters Score -7357030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -7357052.500000 Penalty: 5442.836426
	Iteration 17Q: 3 clusters Score -7357052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -7357051.000000 Penalty: 5442.836426
	Iteration 18Q: 3 clusters Score -7357051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -7357052.000000 Penalty: 5442.836426
	Iteration 19Q: 3 clusters Score -7357052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -7357054.000000 Penalty: 5442.836426
	Iteration 20F: 3 clusters Score -7357054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -310074.125000 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -310074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -306977.500000 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -306977.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -307651.218750 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -307651.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -307882.593750 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -307882.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -308053.500000 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -308053.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308170.968750 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -308171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308277.687500 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -308277.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -308351.718750 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -308351.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -308443.937500 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -308443.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -308528.218750 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -308528.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308615.093750 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -308615.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308691.656250 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -308691.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -308744.343750 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -308744.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -308780.937500 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -308780.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -308802.968750 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -308803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -308822.968750 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -308823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -308834.500000 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -308834.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -308844.375000 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -308844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -308851.562500 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -308851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -308858.031250 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -308858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -308870.218750 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -308870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -308882.062500 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -308882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -308893.312500 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -308893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -308904.843750 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -308904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308919.062500 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -308919.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -308936.593750 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -308936.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -308961.093750 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -308961.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308984.156250 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -308984.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -308999.906250 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -308999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -309011.031250 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -309011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -309022.156250 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -309022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309037.906250 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -309037.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309055.718750 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -309055.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -309070.750000 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -309070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -309082.781250 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -309082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -309091.968750 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -309092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -309097.812500 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -309097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -309106.875000 Penalty: 3924.016602
	Iteration 36Q: 3 clusters Score -309106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -309114.687500 Penalty: 3924.016602
	Iteration 37Q: 3 clusters Score -309114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -309117.687500 Penalty: 3924.016602
	Iteration 38Q: 3 clusters Score -309117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -309118.312500 Penalty: 3924.016602
	Iteration 39Q: 3 clusters Score -309118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -309118.281250 Penalty: 3924.016602
	Iteration 40F: 3 clusters Score -309118.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -142608.875000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -142608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140576.890625 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -140576.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141091.062500 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -141091.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -141324.609375 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -141324.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -141566.343750 Penalty: 3530.937988
	Iteration 3F: 3 clusters Score -141566.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141830.687500 Penalty: 3530.937988
	Iteration 4F: 3 clusters Score -141830.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141960.703125 Penalty: 3530.937988
	Iteration 5F: 3 clusters Score -141960.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -142008.781250 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -142008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142034.062500 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -142034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142046.125000 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -142046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142054.625000 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -142054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142057.468750 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -142057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142063.671875 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -142063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -142067.359375 Penalty: 3530.937988
	Iteration 12Q: 3 clusters Score -142067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142069.953125 Penalty: 3530.937988
	Iteration 13Q: 3 clusters Score -142070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -142073.437500 Penalty: 3530.937988
	Iteration 14Q: 3 clusters Score -142073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142077.453125 Penalty: 3530.937988
	Iteration 15Q: 3 clusters Score -142077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142133.015625 Penalty: 3530.937988
	Iteration 16Q: 3 clusters Score -142133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142174.500000 Penalty: 3530.937988
	Iteration 17Q: 3 clusters Score -142174.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -142226.921875 Penalty: 3530.937988
	Iteration 18Q: 3 clusters Score -142226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -142253.656250 Penalty: 3530.937988
	Iteration 19Q: 3 clusters Score -142253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -142266.000000 Penalty: 3530.937988
	Iteration 20F: 3 clusters Score -142266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -142276.375000 Penalty: 3530.937988
	Iteration 21Q: 3 clusters Score -142276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142280.531250 Penalty: 3530.937988
	Iteration 22Q: 3 clusters Score -142280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142281.703125 Penalty: 3530.937988
	Iteration 23Q: 3 clusters Score -142281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142281.703125 Penalty: 3530.937988
	Iteration 24F: 3 clusters Score -142281.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -523404.375000 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -523404.4 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 2187 members 
Entering Unmasked Estep 
Score: -519368.875000 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -519368.9 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -520274.406250 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -520274.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -520501.718750 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -520501.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -520669.156250 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -520669.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -520812.468750 Penalty: 4143.567871
	Iteration 4Q: 3 clusters Score -520812.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -520928.562500 Penalty: 4143.567871
	Iteration 5Q: 3 clusters Score -520928.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -521016.968750 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -521017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -521092.531250 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -521092.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -521155.312500 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -521155.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -521205.468750 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -521205.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -521274.687500 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -521274.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -521356.031250 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -521356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -521414.437500 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -521414.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -521465.031250 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -521465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -521502.312500 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -521502.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -521536.125000 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -521536.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -521557.593750 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -521557.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -521569.437500 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -521569.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -521580.343750 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -521580.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -521586.531250 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -521586.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -521592.250000 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -521592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -521594.281250 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -521594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -521598.500000 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -521598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -521601.312500 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -521601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -521604.781250 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -521604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -521607.062500 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -521607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -521608.781250 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -521608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -521610.750000 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -521610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -521611.656250 Penalty: 4143.567871
	Iteration 28Q: 3 clusters Score -521611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -521614.031250 Penalty: 4143.567871
	Iteration 29Q: 3 clusters Score -521614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -521614.000000 Penalty: 4143.567871
	Iteration 30Q: 3 clusters Score -521614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -521614.312500 Penalty: 4143.567871
	Iteration 31Q: 3 clusters Score -521614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -521616.406250 Penalty: 4143.567871
	Iteration 32Q: 3 clusters Score -521616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -521616.406250 Penalty: 4143.567871
	Iteration 33F: 3 clusters Score -521616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -770242.375000 Penalty: 2170.130127
	Iteration 0F: 2 clusters Score -770242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -764928.000000 Penalty: 4340.260254
	Iteration 0F: 3 clusters Score -764928 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -766319.375000 Penalty: 4340.260254
	Iteration 1F: 3 clusters Score -766319.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -766643.437500 Penalty: 4340.260254
	Iteration 2F: 3 clusters Score -766643.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -766891.375000 Penalty: 4340.260254
	Iteration 3F: 3 clusters Score -766891.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -767153.437500 Penalty: 4340.260254
	Iteration 4F: 3 clusters Score -767153.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -767401.000000 Penalty: 4340.260254
	Iteration 5F: 3 clusters Score -767401 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -767638.250000 Penalty: 4340.260254
	Iteration 6F: 3 clusters Score -767638.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -767836.937500 Penalty: 4340.260254
	Iteration 7Q: 3 clusters Score -767836.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -767971.750000 Penalty: 4340.260254
	Iteration 8Q: 3 clusters Score -767971.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -768061.375000 Penalty: 4340.260254
	Iteration 9Q: 3 clusters Score -768061.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -768114.000000 Penalty: 4340.260254
	Iteration 10Q: 3 clusters Score -768114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -768154.187500 Penalty: 4340.260254
	Iteration 11Q: 3 clusters Score -768154.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -768174.875000 Penalty: 4340.260254
	Iteration 12Q: 3 clusters Score -768174.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -768198.812500 Penalty: 4340.260254
	Iteration 13Q: 3 clusters Score -768198.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -768220.000000 Penalty: 4340.260254
	Iteration 14Q: 3 clusters Score -768220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -768238.812500 Penalty: 4340.260254
	Iteration 15Q: 3 clusters Score -768238.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -768249.500000 Penalty: 4340.260254
	Iteration 16Q: 3 clusters Score -768249.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -768261.437500 Penalty: 4340.260254
	Iteration 17Q: 3 clusters Score -768261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -768274.687500 Penalty: 4340.260254
	Iteration 18Q: 3 clusters Score -768274.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -768283.437500 Penalty: 4340.260254
	Iteration 19Q: 3 clusters Score -768283.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -768291.437500 Penalty: 4340.260254
	Iteration 20F: 3 clusters Score -768291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -768294.750000 Penalty: 4340.260254
	Iteration 21Q: 3 clusters Score -768294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -768298.125000 Penalty: 4340.260254
	Iteration 22Q: 3 clusters Score -768298.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -768301.687500 Penalty: 4340.260254
	Iteration 23Q: 3 clusters Score -768301.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -768305.375000 Penalty: 4340.260254
	Iteration 24Q: 3 clusters Score -768305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -768305.937500 Penalty: 4340.260254
	Iteration 25Q: 3 clusters Score -768305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -768309.687500 Penalty: 4340.260254
	Iteration 26Q: 3 clusters Score -768309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -768313.062500 Penalty: 4340.260254
	Iteration 27Q: 3 clusters Score -768313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -768315.000000 Penalty: 4340.260254
	Iteration 28Q: 3 clusters Score -768315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -768314.250000 Penalty: 4340.260254
	Iteration 29Q: 3 clusters Score -768314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -768316.875000 Penalty: 4340.260254
	Iteration 30Q: 3 clusters Score -768316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -768318.312500 Penalty: 4340.260254
	Iteration 31Q: 3 clusters Score -768318.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -768322.500000 Penalty: 4340.260254
	Iteration 32Q: 3 clusters Score -768322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -768324.625000 Penalty: 4340.260254
	Iteration 33Q: 3 clusters Score -768324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -768327.187500 Penalty: 4340.260254
	Iteration 34Q: 3 clusters Score -768327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -768326.937500 Penalty: 4340.260254
	Iteration 35Q: 3 clusters Score -768326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -768329.125000 Penalty: 4340.260254
	Iteration 36Q: 3 clusters Score -768329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -768328.437500 Penalty: 4340.260254
	Iteration 37Q: 3 clusters Score -768328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -768328.437500 Penalty: 4340.260254
	Iteration 38F: 3 clusters Score -768328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (28587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Entering Unmasked Estep 
Score: -3636148.000000 Penalty: 2544.655273
	Iteration 0F: 2 clusters Score -3636148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3616564.250000 Penalty: 5089.310547
	Iteration 0F: 3 clusters Score -3616564 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3623463.500000 Penalty: 5089.310547
	Iteration 1F: 3 clusters Score -3623464 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3623888.500000 Penalty: 5089.310547
	Iteration 2Q: 3 clusters Score -3623888 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3624215.750000 Penalty: 5089.310547
	Iteration 3Q: 3 clusters Score -3624216 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3624557.750000 Penalty: 5089.310547
	Iteration 4Q: 3 clusters Score -3624558 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3624887.000000 Penalty: 5089.310547
	Iteration 5Q: 3 clusters Score -3624887 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3625262.500000 Penalty: 5089.310547
	Iteration 6Q: 3 clusters Score -3625262 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3625753.500000 Penalty: 5089.310547
	Iteration 7Q: 3 clusters Score -3625754 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3626444.250000 Penalty: 5089.310547
	Iteration 8Q: 3 clusters Score -3626444 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3627361.750000 Penalty: 5089.310547
	Iteration 9F: 3 clusters Score -3627362 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3628425.000000 Penalty: 5089.310547
	Iteration 10F: 3 clusters Score -3628425 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3629489.750000 Penalty: 5089.310547
	Iteration 11F: 3 clusters Score -3629490 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3630453.750000 Penalty: 5089.310547
	Iteration 12Q: 3 clusters Score -3630454 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3631188.750000 Penalty: 5089.310547
	Iteration 13Q: 3 clusters Score -3631189 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3631722.500000 Penalty: 5089.310547
	Iteration 14Q: 3 clusters Score -3631722 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3632090.750000 Penalty: 5089.310547
	Iteration 15Q: 3 clusters Score -3632091 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3632347.750000 Penalty: 5089.310547
	Iteration 16Q: 3 clusters Score -3632348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3632570.750000 Penalty: 5089.310547
	Iteration 17Q: 3 clusters Score -3632571 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3632764.500000 Penalty: 5089.310547
	Iteration 18Q: 3 clusters Score -3632764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3632925.250000 Penalty: 5089.310547
	Iteration 19Q: 3 clusters Score -3632925 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3633058.500000 Penalty: 5089.310547
	Iteration 20F: 3 clusters Score -3633058 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3633157.250000 Penalty: 5089.310547
	Iteration 21Q: 3 clusters Score -3633157 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3633248.750000 Penalty: 5089.310547
	Iteration 22Q: 3 clusters Score -3633249 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3633351.500000 Penalty: 5089.310547
	Iteration 23Q: 3 clusters Score -3633352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3633428.750000 Penalty: 5089.310547
	Iteration 24Q: 3 clusters Score -3633429 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3633510.250000 Penalty: 5089.310547
	Iteration 25Q: 3 clusters Score -3633510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3633577.750000 Penalty: 5089.310547
	Iteration 26Q: 3 clusters Score -3633578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3633634.500000 Penalty: 5089.310547
	Iteration 27Q: 3 clusters Score -3633634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3633711.750000 Penalty: 5089.310547
	Iteration 28Q: 3 clusters Score -3633712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3633749.750000 Penalty: 5089.310547
	Iteration 29Q: 3 clusters Score -3633750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3633778.250000 Penalty: 5089.310547
	Iteration 30Q: 3 clusters Score -3633778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3633802.750000 Penalty: 5089.310547
	Iteration 31Q: 3 clusters Score -3633803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3633832.500000 Penalty: 5089.310547
	Iteration 32Q: 3 clusters Score -3633832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3633860.500000 Penalty: 5089.310547
	Iteration 33Q: 3 clusters Score -3633860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3633869.750000 Penalty: 5089.310547
	Iteration 34Q: 3 clusters Score -3633870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3633890.750000 Penalty: 5089.310547
	Iteration 35Q: 3 clusters Score -3633891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3633890.500000 Penalty: 5089.310547
	Iteration 36Q: 3 clusters Score -3633890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3633895.750000 Penalty: 5089.310547
	Iteration 37Q: 3 clusters Score -3633896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3633899.000000 Penalty: 5089.310547
	Iteration 38Q: 3 clusters Score -3633899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3633908.750000 Penalty: 5089.310547
	Iteration 39Q: 3 clusters Score -3633909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3633911.250000 Penalty: 5089.310547
	Iteration 40F: 3 clusters Score -3633911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3633916.500000 Penalty: 5089.310547
	Iteration 41Q: 3 clusters Score -3633916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3633917.000000 Penalty: 5089.310547
	Iteration 42Q: 3 clusters Score -3633917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3633920.250000 Penalty: 5089.310547
	Iteration 43Q: 3 clusters Score -3633920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3633917.750000 Penalty: 5089.310547
	Iteration 44Q: 3 clusters Score -3633918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3633918.250000 Penalty: 5089.310547
	Iteration 45Q: 3 clusters Score -3633918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3633921.000000 Penalty: 5089.310547
	Iteration 46Q: 3 clusters Score -3633921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3633919.000000 Penalty: 5089.310547
	Iteration 47Q: 3 clusters Score -3633919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3633923.000000 Penalty: 5089.310547
	Iteration 48Q: 3 clusters Score -3633923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3633918.250000 Penalty: 5089.310547
	Iteration 49Q: 3 clusters Score -3633918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3633923.500000 Penalty: 5089.310547
	Iteration 50Q: 3 clusters Score -3633924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3633929.250000 Penalty: 5089.310547
	Iteration 51Q: 3 clusters Score -3633929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3633924.500000 Penalty: 5089.310547
	Iteration 52Q: 3 clusters Score -3633924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3633929.000000 Penalty: 5089.310547
	Iteration 53Q: 3 clusters Score -3633929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3633927.750000 Penalty: 5089.310547
	Iteration 54Q: 3 clusters Score -3633928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3633931.500000 Penalty: 5089.310547
	Iteration 55Q: 3 clusters Score -3633932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3633931.250000 Penalty: 5089.310547
	Iteration 56Q: 3 clusters Score -3633931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3633931.250000 Penalty: 5089.310547
	Iteration 57F: 3 clusters Score -3633931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -2004039.875000 Penalty: 2401.977539
	Iteration 0F: 2 clusters Score -2004040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1992540.750000 Penalty: 4803.955078
	Iteration 0F: 3 clusters Score -1992541 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1996303.000000 Penalty: 4803.955078
	Iteration 1F: 3 clusters Score -1996303 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1996857.750000 Penalty: 4803.955078
	Iteration 2F: 3 clusters Score -1996858 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1997444.625000 Penalty: 4803.955078
	Iteration 3F: 3 clusters Score -1997445 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1998130.125000 Penalty: 4803.955078
	Iteration 4F: 3 clusters Score -1998130 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1998923.875000 Penalty: 4803.955078
	Iteration 5F: 3 clusters Score -1998924 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1999670.375000 Penalty: 4803.955078
	Iteration 6F: 3 clusters Score -1999670 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2000287.375000 Penalty: 4803.955078
	Iteration 7F: 3 clusters Score -2000287 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2000731.000000 Penalty: 4803.955078
	Iteration 8Q: 3 clusters Score -2000731 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2001042.625000 Penalty: 4803.955078
	Iteration 9Q: 3 clusters Score -2001043 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2001304.750000 Penalty: 4803.955078
	Iteration 10Q: 3 clusters Score -2001305 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2001559.500000 Penalty: 4803.955078
	Iteration 11Q: 3 clusters Score -2001560 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2001765.750000 Penalty: 4803.955078
	Iteration 12Q: 3 clusters Score -2001766 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2001922.125000 Penalty: 4803.955078
	Iteration 13Q: 3 clusters Score -2001922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2002055.250000 Penalty: 4803.955078
	Iteration 14Q: 3 clusters Score -2002055 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2002174.375000 Penalty: 4803.955078
	Iteration 15Q: 3 clusters Score -2002174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2002299.125000 Penalty: 4803.955078
	Iteration 16Q: 3 clusters Score -2002299 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2002370.750000 Penalty: 4803.955078
	Iteration 17Q: 3 clusters Score -2002371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2002412.875000 Penalty: 4803.955078
	Iteration 18Q: 3 clusters Score -2002413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2002437.375000 Penalty: 4803.955078
	Iteration 19Q: 3 clusters Score -2002437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2002459.875000 Penalty: 4803.955078
	Iteration 20F: 3 clusters Score -2002460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2002465.000000 Penalty: 4803.955078
	Iteration 21Q: 3 clusters Score -2002465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2002477.500000 Penalty: 4803.955078
	Iteration 22Q: 3 clusters Score -2002478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2002488.500000 Penalty: 4803.955078
	Iteration 23Q: 3 clusters Score -2002488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2002505.500000 Penalty: 4803.955078
	Iteration 24Q: 3 clusters Score -2002506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2002508.750000 Penalty: 4803.955078
	Iteration 25Q: 3 clusters Score -2002509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2002522.375000 Penalty: 4803.955078
	Iteration 26Q: 3 clusters Score -2002522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2002525.875000 Penalty: 4803.955078
	Iteration 27Q: 3 clusters Score -2002526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2002532.125000 Penalty: 4803.955078
	Iteration 28Q: 3 clusters Score -2002532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2002534.375000 Penalty: 4803.955078
	Iteration 29Q: 3 clusters Score -2002534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2002541.250000 Penalty: 4803.955078
	Iteration 30Q: 3 clusters Score -2002541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2002544.125000 Penalty: 4803.955078
	Iteration 31Q: 3 clusters Score -2002544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2002547.125000 Penalty: 4803.955078
	Iteration 32Q: 3 clusters Score -2002547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2002547.500000 Penalty: 4803.955078
	Iteration 33Q: 3 clusters Score -2002548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2002547.625000 Penalty: 4803.955078
	Iteration 34Q: 3 clusters Score -2002548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2002545.875000 Penalty: 4803.955078
	Iteration 35Q: 3 clusters Score -2002546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2002551.000000 Penalty: 4803.955078
	Iteration 36Q: 3 clusters Score -2002551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2002552.625000 Penalty: 4803.955078
	Iteration 37Q: 3 clusters Score -2002553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2002552.375000 Penalty: 4803.955078
	Iteration 38Q: 3 clusters Score -2002552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2002551.500000 Penalty: 4803.955078
	Iteration 39Q: 3 clusters Score -2002552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2002551.500000 Penalty: 4803.955078
	Iteration 40F: 3 clusters Score -2002552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -92153.125000 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -92153.12 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 469 members 
Entering Unmasked Estep 
Score: -90363.351562 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -90363.35 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90912.976562 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -90912.98 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91322.656250 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -91322.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91854.765625 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -91854.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -92382.835938 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -92382.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92509.468750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -92509.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -92612.500000 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -92612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92642.101562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -92642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92677.046875 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -92677.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92712.984375 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -92712.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92738.906250 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -92738.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -92757.968750 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -92757.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92758.882812 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -92758.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92758.882812 Penalty: 3378.377197
	Iteration 13F: 3 clusters Score -92758.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 51525 members 
Mstep: Class 8 contains 56496 members 
Mstep: Class 9 contains 160039 members 
Mstep: Class 10 contains 24875 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 360744 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 5908 members 
Mstep: Class 21 contains 14545 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 5306 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2161 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 29356 members 
Mstep: Class 34 contains 326 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 14916 members 
Mstep: Class 37 contains 17227 members 
Mstep: Class 38 contains 929 members 
Mstep: Class 39 contains 58306 members 
Mstep: Class 40 contains 2728 members 
Mstep: Class 41 contains 1235 members 
Mstep: Class 42 contains 4247 members 
Mstep: Class 43 contains 6314 members 
Mstep: Class 44 contains 28587 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 712 members 
Entering Unmasked Estep 
Score: -142008848.000000 Penalty: 166335.640625
Splitting cluster 46 changes total score from -142009760.000000 to -142008848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -39951.777344 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -39951.78 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 177 members 
Entering Unmasked Estep 
Score: -38605.175781 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -38605.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38762.511719 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -38762.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38823.171875 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -38823.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38844.050781 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -38844.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38849.164062 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38849.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38851.703125 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38852.941406 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38852.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38855.308594 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38855.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38859.785156 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -38859.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38859.785156 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -38859.79 nChanged 0
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -433023200.000000 Penalty: 175675.750000
21->48 Clusters: Score -433023200.000000, best is -433076160.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 55834 members 
Mstep: Class 3 contains 55516 members 
Mstep: Class 4 contains 55718 members 
Mstep: Class 5 contains 55419 members 
Mstep: Class 6 contains 55943 members 
Mstep: Class 7 contains 55679 members 
Mstep: Class 8 contains 55561 members 
Mstep: Class 9 contains 55851 members 
Mstep: Class 10 contains 55922 members 
Mstep: Class 11 contains 55836 members 
Mstep: Class 12 contains 55346 members 
Mstep: Class 13 contains 56032 members 
Mstep: Class 14 contains 55434 members 
Mstep: Class 15 contains 55716 members 
Mstep: Class 16 contains 55934 members 
Mstep: Class 17 contains 55766 members 
Mstep: Class 18 contains 56372 members 
Mstep: Class 19 contains 55310 members 
Mstep: Class 20 contains 55550 members 
Mstep: Class 21 contains 56272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1689.606934 but Gain 3465.328125
Score: -133308176.000000 Penalty: 69306.515625
Iteration 0F: 21 clusters Score -1.333082e+08 nChanged 1113646
Entering Unmasked Mstep 
Mstep: Class 0 contains 5442 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 22014 members 
Mstep: Class 3 contains 63541 members 
Mstep: Class 4 contains 34645 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 13453 members 
Mstep: Class 7 contains 37374 members 
Mstep: Class 8 contains 481142 members 
Mstep: Class 9 contains 44168 members 
Mstep: Class 10 contains 29703 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 53380 members 
Mstep: Class 13 contains 39360 members 
Mstep: Class 14 contains 8409 members 
Mstep: Class 15 contains 75563 members 
Mstep: Class 17 contains 16845 members 
Mstep: Class 18 contains 76061 members 
Mstep: Class 19 contains 21493 members 
Mstep: Class 20 contains 42099 members 
Mstep: Class 21 contains 8639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138748144.000000 Penalty: 69306.515625
Iteration 1F: 21 clusters Score -1.387481e+08 nChanged 446579
Entering Unmasked Mstep 
Mstep: Class 0 contains 4057 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 45345 members 
Mstep: Class 4 contains 20856 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 6883 members 
Mstep: Class 7 contains 30258 members 
Mstep: Class 8 contains 606408 members 
Mstep: Class 9 contains 47735 members 
Mstep: Class 10 contains 15769 members 
Mstep: Class 11 contains 19636 members 
Mstep: Class 12 contains 53277 members 
Mstep: Class 13 contains 35988 members 
Mstep: Class 14 contains 9488 members 
Mstep: Class 15 contains 60722 members 
Mstep: Class 17 contains 21756 members 
Mstep: Class 18 contains 82118 members 
Mstep: Class 19 contains 11938 members 
Mstep: Class 20 contains 19914 members 
Mstep: Class 21 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139839072.000000 Penalty: 69306.515625
Iteration 2F: 21 clusters Score -1.398391e+08 nChanged 289754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2907 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 39635 members 
Mstep: Class 4 contains 16171 members 
Mstep: Class 5 contains 10579 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 36394 members 
Mstep: Class 8 contains 581917 members 
Mstep: Class 9 contains 52816 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 25060 members 
Mstep: Class 12 contains 81574 members 
Mstep: Class 13 contains 44238 members 
Mstep: Class 14 contains 9318 members 
Mstep: Class 15 contains 63967 members 
Mstep: Class 17 contains 30556 members 
Mstep: Class 18 contains 83055 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 19597 members 
Mstep: Class 21 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140416000.000000 Penalty: 69306.515625
Iteration 3F: 21 clusters Score -1.40416e+08 nChanged 226429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2728 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 7547 members 
Mstep: Class 3 contains 40705 members 
Mstep: Class 4 contains 17139 members 
Mstep: Class 5 contains 9353 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 40672 members 
Mstep: Class 8 contains 511668 members 
Mstep: Class 9 contains 52747 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 22861 members 
Mstep: Class 12 contains 138427 members 
Mstep: Class 13 contains 54379 members 
Mstep: Class 14 contains 8396 members 
Mstep: Class 15 contains 74602 members 
Mstep: Class 17 contains 22012 members 
Mstep: Class 18 contains 82113 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 20291 members 
Mstep: Class 21 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140835840.000000 Penalty: 69306.515625
Iteration 4F: 21 clusters Score -1.408358e+08 nChanged 171243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2471 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 41920 members 
Mstep: Class 4 contains 19851 members 
Mstep: Class 5 contains 8103 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 39394 members 
Mstep: Class 8 contains 458787 members 
Mstep: Class 9 contains 50135 members 
Mstep: Class 10 contains 20297 members 
Mstep: Class 11 contains 17824 members 
Mstep: Class 12 contains 182017 members 
Mstep: Class 13 contains 61422 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 87542 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 78376 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 19233 members 
Mstep: Class 21 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141116688.000000 Penalty: 69306.515625
Iteration 5F: 21 clusters Score -1.411167e+08 nChanged 119780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1927 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 42133 members 
Mstep: Class 4 contains 22680 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 36867 members 
Mstep: Class 8 contains 430437 members 
Mstep: Class 9 contains 47209 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 14328 members 
Mstep: Class 12 contains 203300 members 
Mstep: Class 13 contains 64562 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 100408 members 
Mstep: Class 17 contains 13508 members 
Mstep: Class 18 contains 73733 members 
Mstep: Class 19 contains 6375 members 
Mstep: Class 20 contains 18366 members 
Mstep: Class 21 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141303040.000000 Penalty: 69306.515625
Iteration 6F: 21 clusters Score -1.41303e+08 nChanged 85424
Entering Unmasked Mstep 
Mstep: Class 0 contains 1624 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 8508 members 
Mstep: Class 3 contains 41857 members 
Mstep: Class 4 contains 25484 members 
Mstep: Class 5 contains 5863 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 34848 members 
Mstep: Class 8 contains 414764 members 
Mstep: Class 9 contains 44337 members 
Mstep: Class 10 contains 30092 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 212467 members 
Mstep: Class 13 contains 65051 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 112207 members 
Mstep: Class 17 contains 14409 members 
Mstep: Class 18 contains 68352 members 
Mstep: Class 19 contains 6673 members 
Mstep: Class 20 contains 17991 members 
Mstep: Class 21 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141415648.000000 Penalty: 69306.515625
Iteration 7F: 21 clusters Score -1.414156e+08 nChanged 68999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1186 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 9914 members 
Mstep: Class 3 contains 41635 members 
Mstep: Class 4 contains 28503 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 33327 members 
Mstep: Class 8 contains 400461 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 32822 members 
Mstep: Class 11 contains 13069 members 
Mstep: Class 12 contains 217864 members 
Mstep: Class 13 contains 64758 members 
Mstep: Class 14 contains 8111 members 
Mstep: Class 15 contains 122576 members 
Mstep: Class 17 contains 18013 members 
Mstep: Class 18 contains 63163 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 17775 members 
Mstep: Class 21 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141509136.000000 Penalty: 69306.515625
Iteration 8F: 21 clusters Score -1.415091e+08 nChanged 59782
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 41644 members 
Mstep: Class 4 contains 31644 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 32094 members 
Mstep: Class 8 contains 384482 members 
Mstep: Class 9 contains 39541 members 
Mstep: Class 10 contains 34906 members 
Mstep: Class 11 contains 13482 members 
Mstep: Class 12 contains 225387 members 
Mstep: Class 13 contains 64286 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 131433 members 
Mstep: Class 17 contains 21069 members 
Mstep: Class 18 contains 58631 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 17649 members 
Mstep: Class 21 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141585376.000000 Penalty: 69306.515625
Iteration 9F: 21 clusters Score -1.415854e+08 nChanged 53328
Entering Unmasked Mstep 
Mstep: Class 0 contains 532 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 41663 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 31108 members 
Mstep: Class 8 contains 367763 members 
Mstep: Class 9 contains 37580 members 
Mstep: Class 10 contains 36544 members 
Mstep: Class 11 contains 13771 members 
Mstep: Class 12 contains 234024 members 
Mstep: Class 13 contains 62986 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 138880 members 
Mstep: Class 17 contains 23966 members 
Mstep: Class 18 contains 55298 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 17601 members 
Mstep: Class 21 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141632096.000000 Penalty: 69306.515625
Iteration 10Q: 21 clusters Score -1.416321e+08 nChanged 48008
Entering Unmasked Mstep 
Mstep: Class 0 contains 505 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 14894 members 
Mstep: Class 3 contains 41820 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 30166 members 
Mstep: Class 8 contains 351204 members 
Mstep: Class 9 contains 35820 members 
Mstep: Class 10 contains 37896 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 242861 members 
Mstep: Class 13 contains 60874 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 145104 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 52999 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 20 contains 17550 members 
Mstep: Class 21 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141664096.000000 Penalty: 69306.515625
Iteration 11Q: 21 clusters Score -1.416641e+08 nChanged 43879
Entering Unmasked Mstep 
Mstep: Class 0 contains 505 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 16547 members 
Mstep: Class 3 contains 42079 members 
Mstep: Class 4 contains 40787 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 29527 members 
Mstep: Class 8 contains 334743 members 
Mstep: Class 9 contains 34197 members 
Mstep: Class 10 contains 39044 members 
Mstep: Class 11 contains 14369 members 
Mstep: Class 12 contains 251998 members 
Mstep: Class 13 contains 58287 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 150101 members 
Mstep: Class 17 contains 29480 members 
Mstep: Class 18 contains 51421 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 17559 members 
Mstep: Class 21 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141683648.000000 Penalty: 69306.515625
Iteration 12Q: 21 clusters Score -1.416836e+08 nChanged 40885
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 18175 members 
Mstep: Class 3 contains 42307 members 
Mstep: Class 4 contains 43452 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 29367 members 
Mstep: Class 8 contains 317671 members 
Mstep: Class 9 contains 32743 members 
Mstep: Class 10 contains 40108 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 262214 members 
Mstep: Class 13 contains 55491 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 154104 members 
Mstep: Class 17 contains 32079 members 
Mstep: Class 18 contains 50182 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 17571 members 
Mstep: Class 21 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141702864.000000 Penalty: 69306.515625
Iteration 13Q: 21 clusters Score -1.417029e+08 nChanged 37389
Entering Unmasked Mstep 
Mstep: Class 0 contains 506 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 19779 members 
Mstep: Class 3 contains 42574 members 
Mstep: Class 4 contains 45797 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 29680 members 
Mstep: Class 8 contains 300760 members 
Mstep: Class 9 contains 31256 members 
Mstep: Class 10 contains 41172 members 
Mstep: Class 11 contains 14885 members 
Mstep: Class 12 contains 273117 members 
Mstep: Class 13 contains 52506 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 157173 members 
Mstep: Class 17 contains 34676 members 
Mstep: Class 18 contains 48982 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 17555 members 
Mstep: Class 21 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141720176.000000 Penalty: 69306.515625
Iteration 14Q: 21 clusters Score -1.417202e+08 nChanged 34579
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 21301 members 
Mstep: Class 3 contains 42906 members 
Mstep: Class 4 contains 47828 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 30295 members 
Mstep: Class 8 contains 284487 members 
Mstep: Class 9 contains 29870 members 
Mstep: Class 10 contains 42202 members 
Mstep: Class 11 contains 15079 members 
Mstep: Class 12 contains 284305 members 
Mstep: Class 13 contains 49340 members 
Mstep: Class 14 contains 1984 members 
Mstep: Class 15 contains 159493 members 
Mstep: Class 17 contains 37165 members 
Mstep: Class 18 contains 47846 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735520.000000 Penalty: 69306.515625
Iteration 15Q: 21 clusters Score -1.417355e+08 nChanged 32611
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 22672 members 
Mstep: Class 3 contains 43276 members 
Mstep: Class 4 contains 49529 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 30962 members 
Mstep: Class 8 contains 269763 members 
Mstep: Class 9 contains 28500 members 
Mstep: Class 10 contains 43282 members 
Mstep: Class 11 contains 15213 members 
Mstep: Class 12 contains 294947 members 
Mstep: Class 13 contains 46064 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 161503 members 
Mstep: Class 17 contains 39618 members 
Mstep: Class 18 contains 46554 members 
Mstep: Class 19 contains 9816 members 
Mstep: Class 20 contains 17594 members 
Mstep: Class 21 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749632.000000 Penalty: 69306.515625
Iteration 16Q: 21 clusters Score -1.417496e+08 nChanged 30164
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23939 members 
Mstep: Class 3 contains 43580 members 
Mstep: Class 4 contains 50920 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 31451 members 
Mstep: Class 8 contains 257049 members 
Mstep: Class 9 contains 27188 members 
Mstep: Class 10 contains 44310 members 
Mstep: Class 11 contains 15270 members 
Mstep: Class 12 contains 304700 members 
Mstep: Class 13 contains 42941 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 163025 members 
Mstep: Class 17 contains 41967 members 
Mstep: Class 18 contains 45276 members 
Mstep: Class 19 contains 9762 members 
Mstep: Class 20 contains 17625 members 
Mstep: Class 21 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141761424.000000 Penalty: 69306.515625
Iteration 17Q: 21 clusters Score -1.417614e+08 nChanged 28104
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 25012 members 
Mstep: Class 3 contains 43839 members 
Mstep: Class 4 contains 52065 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 31839 members 
Mstep: Class 8 contains 246211 members 
Mstep: Class 9 contains 25882 members 
Mstep: Class 10 contains 45373 members 
Mstep: Class 11 contains 15272 members 
Mstep: Class 12 contains 313440 members 
Mstep: Class 13 contains 40099 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 164393 members 
Mstep: Class 17 contains 44125 members 
Mstep: Class 18 contains 44002 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141772800.000000 Penalty: 69306.515625
Iteration 18Q: 21 clusters Score -1.417728e+08 nChanged 25946
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 26052 members 
Mstep: Class 3 contains 43963 members 
Mstep: Class 4 contains 52903 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 32375 members 
Mstep: Class 8 contains 237302 members 
Mstep: Class 9 contains 24716 members 
Mstep: Class 10 contains 46367 members 
Mstep: Class 11 contains 15206 members 
Mstep: Class 12 contains 321105 members 
Mstep: Class 13 contains 37651 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 165584 members 
Mstep: Class 17 contains 45986 members 
Mstep: Class 18 contains 42628 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141779200.000000 Penalty: 69306.515625
Iteration 19Q: 21 clusters Score -1.417792e+08 nChanged 24174
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 26999 members 
Mstep: Class 3 contains 44052 members 
Mstep: Class 4 contains 53492 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 32971 members 
Mstep: Class 8 contains 229979 members 
Mstep: Class 9 contains 23606 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 11 contains 15141 members 
Mstep: Class 12 contains 327708 members 
Mstep: Class 13 contains 35628 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 166614 members 
Mstep: Class 17 contains 47722 members 
Mstep: Class 18 contains 41136 members 
Mstep: Class 19 contains 9430 members 
Mstep: Class 20 contains 17611 members 
Mstep: Class 21 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141802640.000000 Penalty: 69306.515625
Iteration 20F: 21 clusters Score -1.418026e+08 nChanged 23313
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 27878 members 
Mstep: Class 3 contains 44097 members 
Mstep: Class 4 contains 53930 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 34484 members 
Mstep: Class 8 contains 223871 members 
Mstep: Class 9 contains 22658 members 
Mstep: Class 10 contains 48138 members 
Mstep: Class 11 contains 15190 members 
Mstep: Class 12 contains 333209 members 
Mstep: Class 13 contains 32927 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 167513 members 
Mstep: Class 17 contains 49224 members 
Mstep: Class 18 contains 39790 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141816448.000000 Penalty: 69306.515625
Iteration 21Q: 21 clusters Score -1.418164e+08 nChanged 21635
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 44273 members 
Mstep: Class 4 contains 54063 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 35534 members 
Mstep: Class 8 contains 218992 members 
Mstep: Class 9 contains 21915 members 
Mstep: Class 10 contains 49114 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 337828 members 
Mstep: Class 13 contains 30872 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 168245 members 
Mstep: Class 17 contains 50573 members 
Mstep: Class 18 contains 38449 members 
Mstep: Class 19 contains 9472 members 
Mstep: Class 20 contains 17627 members 
Mstep: Class 21 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141822656.000000 Penalty: 69306.515625
Iteration 22Q: 21 clusters Score -1.418227e+08 nChanged 19465
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 29397 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 54030 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 36335 members 
Mstep: Class 8 contains 215127 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 50123 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 341668 members 
Mstep: Class 13 contains 29434 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 168851 members 
Mstep: Class 17 contains 51690 members 
Mstep: Class 18 contains 37157 members 
Mstep: Class 19 contains 9228 members 
Mstep: Class 20 contains 17626 members 
Mstep: Class 21 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141826992.000000 Penalty: 69306.515625
Iteration 23Q: 21 clusters Score -1.41827e+08 nChanged 17483
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 30043 members 
Mstep: Class 3 contains 44923 members 
Mstep: Class 4 contains 53904 members 
Mstep: Class 5 contains 2797 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 36942 members 
Mstep: Class 8 contains 212294 members 
Mstep: Class 9 contains 20660 members 
Mstep: Class 10 contains 51144 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 344474 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 169344 members 
Mstep: Class 17 contains 52709 members 
Mstep: Class 18 contains 35996 members 
Mstep: Class 19 contains 8954 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141829360.000000 Penalty: 69306.515625
Iteration 24Q: 21 clusters Score -1.418294e+08 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 30582 members 
Mstep: Class 3 contains 45313 members 
Mstep: Class 4 contains 53658 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 37387 members 
Mstep: Class 8 contains 210373 members 
Mstep: Class 9 contains 20175 members 
Mstep: Class 10 contains 52219 members 
Mstep: Class 11 contains 14981 members 
Mstep: Class 12 contains 346329 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 1512 members 
Mstep: Class 15 contains 169813 members 
Mstep: Class 17 contains 53562 members 
Mstep: Class 18 contains 34978 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 17593 members 
Mstep: Class 21 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141832320.000000 Penalty: 69306.515625
Iteration 25Q: 21 clusters Score -1.418323e+08 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 31070 members 
Mstep: Class 3 contains 45726 members 
Mstep: Class 4 contains 53370 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 37679 members 
Mstep: Class 8 contains 209039 members 
Mstep: Class 9 contains 19762 members 
Mstep: Class 10 contains 53330 members 
Mstep: Class 11 contains 14904 members 
Mstep: Class 12 contains 347610 members 
Mstep: Class 13 contains 27061 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 170258 members 
Mstep: Class 17 contains 54212 members 
Mstep: Class 18 contains 34008 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141833264.000000 Penalty: 69306.515625
Iteration 26Q: 21 clusters Score -1.418333e+08 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 31528 members 
Mstep: Class 3 contains 46073 members 
Mstep: Class 4 contains 53059 members 
Mstep: Class 5 contains 2780 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 37920 members 
Mstep: Class 8 contains 208293 members 
Mstep: Class 9 contains 19430 members 
Mstep: Class 10 contains 54336 members 
Mstep: Class 11 contains 14873 members 
Mstep: Class 12 contains 348342 members 
Mstep: Class 13 contains 26660 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 170670 members 
Mstep: Class 17 contains 54741 members 
Mstep: Class 18 contains 33169 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141834496.000000 Penalty: 69306.515625
Iteration 27Q: 21 clusters Score -1.418345e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 31914 members 
Mstep: Class 3 contains 46406 members 
Mstep: Class 4 contains 52747 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 38171 members 
Mstep: Class 8 contains 207963 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 55222 members 
Mstep: Class 11 contains 14853 members 
Mstep: Class 12 contains 348699 members 
Mstep: Class 13 contains 26379 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 171053 members 
Mstep: Class 17 contains 55174 members 
Mstep: Class 18 contains 32394 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 17567 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141836160.000000 Penalty: 69306.515625
Iteration 28Q: 21 clusters Score -1.418362e+08 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 32312 members 
Mstep: Class 3 contains 46660 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 38442 members 
Mstep: Class 8 contains 207896 members 
Mstep: Class 9 contains 18890 members 
Mstep: Class 10 contains 56073 members 
Mstep: Class 11 contains 14838 members 
Mstep: Class 12 contains 348735 members 
Mstep: Class 13 contains 26139 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 171379 members 
Mstep: Class 17 contains 55552 members 
Mstep: Class 18 contains 31770 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 17559 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141837040.000000 Penalty: 69306.515625
Iteration 29Q: 21 clusters Score -1.41837e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 32670 members 
Mstep: Class 3 contains 46863 members 
Mstep: Class 4 contains 52068 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 38663 members 
Mstep: Class 8 contains 208074 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 56842 members 
Mstep: Class 11 contains 14838 members 
Mstep: Class 12 contains 348445 members 
Mstep: Class 13 contains 26057 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 171702 members 
Mstep: Class 17 contains 55881 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 17561 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141836736.000000 Penalty: 69306.515625
Iteration 30Q: 21 clusters Score -1.418367e+08 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 33037 members 
Mstep: Class 3 contains 47068 members 
Mstep: Class 4 contains 51787 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 38900 members 
Mstep: Class 8 contains 208364 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 57566 members 
Mstep: Class 11 contains 14836 members 
Mstep: Class 12 contains 348005 members 
Mstep: Class 13 contains 25968 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 172005 members 
Mstep: Class 17 contains 56118 members 
Mstep: Class 18 contains 30737 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 17557 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141836256.000000 Penalty: 69306.515625
Iteration 31Q: 21 clusters Score -1.418363e+08 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 33379 members 
Mstep: Class 3 contains 47276 members 
Mstep: Class 4 contains 51518 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39140 members 
Mstep: Class 8 contains 208780 members 
Mstep: Class 9 contains 18302 members 
Mstep: Class 10 contains 58257 members 
Mstep: Class 11 contains 14821 members 
Mstep: Class 12 contains 347362 members 
Mstep: Class 13 contains 25906 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 172266 members 
Mstep: Class 17 contains 56295 members 
Mstep: Class 18 contains 30333 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 17558 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141836768.000000 Penalty: 69306.515625
Iteration 32Q: 21 clusters Score -1.418368e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 33684 members 
Mstep: Class 3 contains 47475 members 
Mstep: Class 4 contains 51271 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39378 members 
Mstep: Class 8 contains 209222 members 
Mstep: Class 9 contains 18174 members 
Mstep: Class 10 contains 58872 members 
Mstep: Class 11 contains 14829 members 
Mstep: Class 12 contains 346726 members 
Mstep: Class 13 contains 25802 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 172529 members 
Mstep: Class 17 contains 56433 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141837568.000000 Penalty: 69306.515625
Iteration 33Q: 21 clusters Score -1.418376e+08 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 33916 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 51145 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39573 members 
Mstep: Class 8 contains 209591 members 
Mstep: Class 9 contains 18053 members 
Mstep: Class 10 contains 59406 members 
Mstep: Class 11 contains 14838 members 
Mstep: Class 12 contains 346130 members 
Mstep: Class 13 contains 25755 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 172730 members 
Mstep: Class 17 contains 56520 members 
Mstep: Class 18 contains 29607 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141838016.000000 Penalty: 69306.515625
Iteration 34Q: 21 clusters Score -1.41838e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 34089 members 
Mstep: Class 3 contains 47843 members 
Mstep: Class 4 contains 51067 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39769 members 
Mstep: Class 8 contains 209991 members 
Mstep: Class 9 contains 17942 members 
Mstep: Class 10 contains 59858 members 
Mstep: Class 11 contains 14845 members 
Mstep: Class 12 contains 345469 members 
Mstep: Class 13 contains 25688 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 172921 members 
Mstep: Class 17 contains 56620 members 
Mstep: Class 18 contains 29318 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 17546 members 
Mstep: Class 21 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141838304.000000 Penalty: 69306.515625
Iteration 35Q: 21 clusters Score -1.418383e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 34246 members 
Mstep: Class 3 contains 48013 members 
Mstep: Class 4 contains 50978 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 39941 members 
Mstep: Class 8 contains 210464 members 
Mstep: Class 9 contains 17854 members 
Mstep: Class 10 contains 60244 members 
Mstep: Class 11 contains 14860 members 
Mstep: Class 12 contains 344759 members 
Mstep: Class 13 contains 25612 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173130 members 
Mstep: Class 17 contains 56704 members 
Mstep: Class 18 contains 29050 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 17536 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141838384.000000 Penalty: 69306.515625
Iteration 36Q: 21 clusters Score -1.418384e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 34355 members 
Mstep: Class 3 contains 48197 members 
Mstep: Class 4 contains 50954 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40103 members 
Mstep: Class 8 contains 210904 members 
Mstep: Class 9 contains 17758 members 
Mstep: Class 10 contains 60585 members 
Mstep: Class 11 contains 14856 members 
Mstep: Class 12 contains 344073 members 
Mstep: Class 13 contains 25540 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173294 members 
Mstep: Class 17 contains 56774 members 
Mstep: Class 18 contains 28798 members 
Mstep: Class 19 contains 6299 members 
Mstep: Class 20 contains 17535 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141838768.000000 Penalty: 69306.515625
Iteration 37Q: 21 clusters Score -1.418388e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 34447 members 
Mstep: Class 3 contains 48355 members 
Mstep: Class 4 contains 50940 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 211295 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 60869 members 
Mstep: Class 11 contains 14851 members 
Mstep: Class 12 contains 343462 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173416 members 
Mstep: Class 17 contains 56849 members 
Mstep: Class 18 contains 28568 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 17536 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141839072.000000 Penalty: 69306.515625
Iteration 38Q: 21 clusters Score -1.418391e+08 nChanged 4073
Entering ConstructFrom: 
Score: -141839072.000000 Penalty: 69306.515625
Entering ConstructFrom: 
Trying to split cluster 1 (31964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Entering Unmasked Estep 
Score: -3841020.750000 Penalty: 2572.346680
	Iteration 0F: 2 clusters Score -3841021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3819189.500000 Penalty: 5144.693359
	Iteration 0F: 3 clusters Score -3819190 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3827788.000000 Penalty: 5144.693359
	Iteration 1F: 3 clusters Score -3827788 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3829951.000000 Penalty: 5144.693359
	Iteration 2F: 3 clusters Score -3829951 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3832961.500000 Penalty: 5144.693359
	Iteration 3F: 3 clusters Score -3832962 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3836145.250000 Penalty: 5144.693359
	Iteration 4F: 3 clusters Score -3836145 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3838220.750000 Penalty: 5144.693359
	Iteration 5F: 3 clusters Score -3838221 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3839309.500000 Penalty: 5144.693359
	Iteration 6F: 3 clusters Score -3839310 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -3839865.500000 Penalty: 5144.693359
	Iteration 7Q: 3 clusters Score -3839866 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3840158.750000 Penalty: 5144.693359
	Iteration 8Q: 3 clusters Score -3840159 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3840400.250000 Penalty: 5144.693359
	Iteration 9Q: 3 clusters Score -3840400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3840586.750000 Penalty: 5144.693359
	Iteration 10Q: 3 clusters Score -3840587 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3840753.000000 Penalty: 5144.693359
	Iteration 11Q: 3 clusters Score -3840753 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3840898.500000 Penalty: 5144.693359
	Iteration 12Q: 3 clusters Score -3840898 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3841094.000000 Penalty: 5144.693359
	Iteration 13Q: 3 clusters Score -3841094 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3841364.500000 Penalty: 5144.693359
	Iteration 14Q: 3 clusters Score -3841364 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3841729.750000 Penalty: 5144.693359
	Iteration 15Q: 3 clusters Score -3841730 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3842078.750000 Penalty: 5144.693359
	Iteration 16Q: 3 clusters Score -3842079 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3842465.750000 Penalty: 5144.693359
	Iteration 17Q: 3 clusters Score -3842466 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3842783.250000 Penalty: 5144.693359
	Iteration 18Q: 3 clusters Score -3842783 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3842993.000000 Penalty: 5144.693359
	Iteration 19Q: 3 clusters Score -3842993 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3843101.500000 Penalty: 5144.693359
	Iteration 20F: 3 clusters Score -3843102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3843156.750000 Penalty: 5144.693359
	Iteration 21Q: 3 clusters Score -3843157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3843186.500000 Penalty: 5144.693359
	Iteration 22Q: 3 clusters Score -3843186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3843211.500000 Penalty: 5144.693359
	Iteration 23Q: 3 clusters Score -3843212 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3843222.250000 Penalty: 5144.693359
	Iteration 24Q: 3 clusters Score -3843222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3843241.500000 Penalty: 5144.693359
	Iteration 25Q: 3 clusters Score -3843242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3843252.500000 Penalty: 5144.693359
	Iteration 26Q: 3 clusters Score -3843252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3843258.750000 Penalty: 5144.693359
	Iteration 27Q: 3 clusters Score -3843259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3843263.250000 Penalty: 5144.693359
	Iteration 28Q: 3 clusters Score -3843263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3843264.000000 Penalty: 5144.693359
	Iteration 29Q: 3 clusters Score -3843264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3843261.000000 Penalty: 5144.693359
	Iteration 30Q: 3 clusters Score -3843261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3843265.750000 Penalty: 5144.693359
	Iteration 31Q: 3 clusters Score -3843266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3843262.750000 Penalty: 5144.693359
	Iteration 32Q: 3 clusters Score -3843263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3843261.250000 Penalty: 5144.693359
	Iteration 33Q: 3 clusters Score -3843261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3843262.500000 Penalty: 5144.693359
	Iteration 34Q: 3 clusters Score -3843262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3843264.000000 Penalty: 5144.693359
	Iteration 35Q: 3 clusters Score -3843264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3843264.000000 Penalty: 5144.693359
	Iteration 36Q: 3 clusters Score -3843264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3843272.000000 Penalty: 5144.693359
	Iteration 37Q: 3 clusters Score -3843272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3843269.750000 Penalty: 5144.693359
	Iteration 38Q: 3 clusters Score -3843270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3843277.250000 Penalty: 5144.693359
	Iteration 39Q: 3 clusters Score -3843277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3843296.750000 Penalty: 5144.693359
	Iteration 40F: 3 clusters Score -3843297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3843335.500000 Penalty: 5144.693359
	Iteration 41Q: 3 clusters Score -3843336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3843362.750000 Penalty: 5144.693359
	Iteration 42Q: 3 clusters Score -3843363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3843450.750000 Penalty: 5144.693359
	Iteration 43Q: 3 clusters Score -3843451 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3843607.000000 Penalty: 5144.693359
	Iteration 44Q: 3 clusters Score -3843607 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3843727.250000 Penalty: 5144.693359
	Iteration 45Q: 3 clusters Score -3843727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3843862.000000 Penalty: 5144.693359
	Iteration 46Q: 3 clusters Score -3843862 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3844027.750000 Penalty: 5144.693359
	Iteration 47Q: 3 clusters Score -3844028 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3844213.250000 Penalty: 5144.693359
	Iteration 48Q: 3 clusters Score -3844213 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3844407.500000 Penalty: 5144.693359
	Iteration 49Q: 3 clusters Score -3844408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3844650.250000 Penalty: 5144.693359
	Iteration 50Q: 3 clusters Score -3844650 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3844841.500000 Penalty: 5144.693359
	Iteration 51Q: 3 clusters Score -3844842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3844889.000000 Penalty: 5144.693359
	Iteration 52Q: 3 clusters Score -3844889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3844913.750000 Penalty: 5144.693359
	Iteration 53Q: 3 clusters Score -3844914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3844927.750000 Penalty: 5144.693359
	Iteration 54Q: 3 clusters Score -3844928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3844917.750000 Penalty: 5144.693359
	Iteration 55Q: 3 clusters Score -3844918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3844923.750000 Penalty: 5144.693359
	Iteration 56Q: 3 clusters Score -3844924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3844931.000000 Penalty: 5144.693359
	Iteration 57Q: 3 clusters Score -3844931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3844931.500000 Penalty: 5144.693359
	Iteration 58Q: 3 clusters Score -3844932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3844930.000000 Penalty: 5144.693359
	Iteration 59Q: 3 clusters Score -3844930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3844926.250000 Penalty: 5144.693359
	Iteration 60F: 3 clusters Score -3844926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3844934.750000 Penalty: 5144.693359
	Iteration 61Q: 3 clusters Score -3844935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3844934.000000 Penalty: 5144.693359
	Iteration 62Q: 3 clusters Score -3844934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3844932.250000 Penalty: 5144.693359
	Iteration 63Q: 3 clusters Score -3844932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3844932.750000 Penalty: 5144.693359
	Iteration 64Q: 3 clusters Score -3844933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3844933.500000 Penalty: 5144.693359
	Iteration 65Q: 3 clusters Score -3844934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3844935.250000 Penalty: 5144.693359
	Iteration 66Q: 3 clusters Score -3844935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3844937.000000 Penalty: 5144.693359
	Iteration 67Q: 3 clusters Score -3844937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3844937.500000 Penalty: 5144.693359
	Iteration 68Q: 3 clusters Score -3844938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3844935.500000 Penalty: 5144.693359
	Iteration 69Q: 3 clusters Score -3844936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3844940.000000 Penalty: 5144.693359
	Iteration 70Q: 3 clusters Score -3844940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3844940.500000 Penalty: 5144.693359
	Iteration 71Q: 3 clusters Score -3844940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3844942.500000 Penalty: 5144.693359
	Iteration 72Q: 3 clusters Score -3844942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3844944.500000 Penalty: 5144.693359
	Iteration 73Q: 3 clusters Score -3844944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3844942.500000 Penalty: 5144.693359
	Iteration 74Q: 3 clusters Score -3844942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3844942.500000 Penalty: 5144.693359
	Iteration 75Q: 3 clusters Score -3844942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3844940.000000 Penalty: 5144.693359
	Iteration 76Q: 3 clusters Score -3844940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3844936.500000 Penalty: 5144.693359
	Iteration 77Q: 3 clusters Score -3844936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3844941.250000 Penalty: 5144.693359
	Iteration 78Q: 3 clusters Score -3844941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3844945.250000 Penalty: 5144.693359
	Iteration 79Q: 3 clusters Score -3844945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3844941.250000 Penalty: 5144.693359
	Iteration 80F: 3 clusters Score -3844941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3844942.000000 Penalty: 5144.693359
	Iteration 81Q: 3 clusters Score -3844942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3844945.500000 Penalty: 5144.693359
	Iteration 82Q: 3 clusters Score -3844946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3844945.500000 Penalty: 5144.693359
	Iteration 83F: 3 clusters Score -3844946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 48525 members 
Mstep: Class 4 contains 50943 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
Score: -141842576.000000 Penalty: 72771.843750
Splitting cluster 1 changes total score from -141839072.000000 to -141842576.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (34556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Entering Unmasked Estep 
Score: -4033002.000000 Penalty: 2591.683350
	Iteration 0F: 2 clusters Score -4033002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4009595.750000 Penalty: 5183.366699
	Iteration 0F: 3 clusters Score -4009596 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4019420.500000 Penalty: 5183.366699
	Iteration 1F: 3 clusters Score -4019420 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4021265.750000 Penalty: 5183.366699
	Iteration 2F: 3 clusters Score -4021266 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4023308.000000 Penalty: 5183.366699
	Iteration 3F: 3 clusters Score -4023308 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4025432.750000 Penalty: 5183.366699
	Iteration 4F: 3 clusters Score -4025433 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4027235.000000 Penalty: 5183.366699
	Iteration 5F: 3 clusters Score -4027235 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4028457.750000 Penalty: 5183.366699
	Iteration 6F: 3 clusters Score -4028458 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4029247.000000 Penalty: 5183.366699
	Iteration 7Q: 3 clusters Score -4029247 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4029658.000000 Penalty: 5183.366699
	Iteration 8Q: 3 clusters Score -4029658 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4029958.750000 Penalty: 5183.366699
	Iteration 9Q: 3 clusters Score -4029959 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4030171.750000 Penalty: 5183.366699
	Iteration 10Q: 3 clusters Score -4030172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4030297.750000 Penalty: 5183.366699
	Iteration 11Q: 3 clusters Score -4030298 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4030406.250000 Penalty: 5183.366699
	Iteration 12Q: 3 clusters Score -4030406 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4030484.250000 Penalty: 5183.366699
	Iteration 13Q: 3 clusters Score -4030484 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4030530.250000 Penalty: 5183.366699
	Iteration 14Q: 3 clusters Score -4030530 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4030616.000000 Penalty: 5183.366699
	Iteration 15Q: 3 clusters Score -4030616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4030651.000000 Penalty: 5183.366699
	Iteration 16Q: 3 clusters Score -4030651 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4030676.000000 Penalty: 5183.366699
	Iteration 17Q: 3 clusters Score -4030676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4030687.250000 Penalty: 5183.366699
	Iteration 18Q: 3 clusters Score -4030687 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4030717.500000 Penalty: 5183.366699
	Iteration 19Q: 3 clusters Score -4030718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4030738.750000 Penalty: 5183.366699
	Iteration 20F: 3 clusters Score -4030739 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4030744.000000 Penalty: 5183.366699
	Iteration 21Q: 3 clusters Score -4030744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4030760.000000 Penalty: 5183.366699
	Iteration 22Q: 3 clusters Score -4030760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4030774.750000 Penalty: 5183.366699
	Iteration 23Q: 3 clusters Score -4030775 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4030785.750000 Penalty: 5183.366699
	Iteration 24Q: 3 clusters Score -4030786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4030804.500000 Penalty: 5183.366699
	Iteration 25Q: 3 clusters Score -4030804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4030805.000000 Penalty: 5183.366699
	Iteration 26Q: 3 clusters Score -4030805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4030811.500000 Penalty: 5183.366699
	Iteration 27Q: 3 clusters Score -4030812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4030822.750000 Penalty: 5183.366699
	Iteration 28Q: 3 clusters Score -4030823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4030834.250000 Penalty: 5183.366699
	Iteration 29Q: 3 clusters Score -4030834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4030839.250000 Penalty: 5183.366699
	Iteration 30Q: 3 clusters Score -4030839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4030828.000000 Penalty: 5183.366699
	Iteration 31Q: 3 clusters Score -4030828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4030839.000000 Penalty: 5183.366699
	Iteration 32Q: 3 clusters Score -4030839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4030830.500000 Penalty: 5183.366699
	Iteration 33Q: 3 clusters Score -4030830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4030834.000000 Penalty: 5183.366699
	Iteration 34Q: 3 clusters Score -4030834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4030834.750000 Penalty: 5183.366699
	Iteration 35Q: 3 clusters Score -4030835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4030841.000000 Penalty: 5183.366699
	Iteration 36Q: 3 clusters Score -4030841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4030846.000000 Penalty: 5183.366699
	Iteration 37Q: 3 clusters Score -4030846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4030847.250000 Penalty: 5183.366699
	Iteration 38Q: 3 clusters Score -4030847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4030846.250000 Penalty: 5183.366699
	Iteration 39Q: 3 clusters Score -4030846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4030846.250000 Penalty: 5183.366699
	Iteration 40F: 3 clusters Score -4030846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4030843.250000 Penalty: 5183.366699
	Iteration 41Q: 3 clusters Score -4030843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4030842.500000 Penalty: 5183.366699
	Iteration 42Q: 3 clusters Score -4030842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4030850.250000 Penalty: 5183.366699
	Iteration 43Q: 3 clusters Score -4030850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4030846.750000 Penalty: 5183.366699
	Iteration 44Q: 3 clusters Score -4030847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4030850.250000 Penalty: 5183.366699
	Iteration 45Q: 3 clusters Score -4030850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4030849.750000 Penalty: 5183.366699
	Iteration 46Q: 3 clusters Score -4030850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4030846.500000 Penalty: 5183.366699
	Iteration 47Q: 3 clusters Score -4030846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4030840.000000 Penalty: 5183.366699
	Iteration 48Q: 3 clusters Score -4030840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4030835.750000 Penalty: 5183.366699
	Iteration 49Q: 3 clusters Score -4030836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4030832.250000 Penalty: 5183.366699
	Iteration 50Q: 3 clusters Score -4030832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4030833.000000 Penalty: 5183.366699
	Iteration 51Q: 3 clusters Score -4030833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4030834.000000 Penalty: 5183.366699
	Iteration 52Q: 3 clusters Score -4030834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -4030835.750000 Penalty: 5183.366699
	Iteration 53Q: 3 clusters Score -4030836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4030836.500000 Penalty: 5183.366699
	Iteration 54Q: 3 clusters Score -4030836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4030838.250000 Penalty: 5183.366699
	Iteration 55Q: 3 clusters Score -4030838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4030836.500000 Penalty: 5183.366699
	Iteration 56Q: 3 clusters Score -4030836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4030832.500000 Penalty: 5183.366699
	Iteration 57Q: 3 clusters Score -4030832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4030836.000000 Penalty: 5183.366699
	Iteration 58Q: 3 clusters Score -4030836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4030833.250000 Penalty: 5183.366699
	Iteration 59Q: 3 clusters Score -4030833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4030834.500000 Penalty: 5183.366699
	Iteration 60F: 3 clusters Score -4030834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4030837.750000 Penalty: 5183.366699
	Iteration 61Q: 3 clusters Score -4030838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4030837.250000 Penalty: 5183.366699
	Iteration 62Q: 3 clusters Score -4030837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4030836.250000 Penalty: 5183.366699
	Iteration 63Q: 3 clusters Score -4030836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4030843.500000 Penalty: 5183.366699
	Iteration 64Q: 3 clusters Score -4030844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4030841.750000 Penalty: 5183.366699
	Iteration 65Q: 3 clusters Score -4030842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4030847.500000 Penalty: 5183.366699
	Iteration 66Q: 3 clusters Score -4030848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4030848.250000 Penalty: 5183.366699
	Iteration 67Q: 3 clusters Score -4030848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4030846.000000 Penalty: 5183.366699
	Iteration 68Q: 3 clusters Score -4030846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4030843.250000 Penalty: 5183.366699
	Iteration 69Q: 3 clusters Score -4030843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4030843.250000 Penalty: 5183.366699
	Iteration 70Q: 3 clusters Score -4030843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4030841.250000 Penalty: 5183.366699
	Iteration 71Q: 3 clusters Score -4030841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4030848.500000 Penalty: 5183.366699
	Iteration 72Q: 3 clusters Score -4030848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4030846.750000 Penalty: 5183.366699
	Iteration 73Q: 3 clusters Score -4030847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4030848.500000 Penalty: 5183.366699
	Iteration 74Q: 3 clusters Score -4030848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4030848.000000 Penalty: 5183.366699
	Iteration 75Q: 3 clusters Score -4030848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4030848.000000 Penalty: 5183.366699
	Iteration 76F: 3 clusters Score -4030848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Entering Unmasked Estep 
Score: -5931220.000000 Penalty: 2675.878906
	Iteration 0F: 2 clusters Score -5931220 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 24383 members 
Entering Unmasked Estep 
Score: -5898527.000000 Penalty: 5351.757812
	Iteration 0F: 3 clusters Score -5898527 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5912809.000000 Penalty: 5351.757812
	Iteration 1F: 3 clusters Score -5912809 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -5916402.500000 Penalty: 5351.757812
	Iteration 2F: 3 clusters Score -5916402 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5921652.500000 Penalty: 5351.757812
	Iteration 3F: 3 clusters Score -5921652 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5926564.000000 Penalty: 5351.757812
	Iteration 4F: 3 clusters Score -5926564 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -5929580.500000 Penalty: 5351.757812
	Iteration 5F: 3 clusters Score -5929580 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5931184.000000 Penalty: 5351.757812
	Iteration 6Q: 3 clusters Score -5931184 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5932320.000000 Penalty: 5351.757812
	Iteration 7Q: 3 clusters Score -5932320 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -5933334.000000 Penalty: 5351.757812
	Iteration 8Q: 3 clusters Score -5933334 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5934243.000000 Penalty: 5351.757812
	Iteration 9Q: 3 clusters Score -5934243 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -5934982.000000 Penalty: 5351.757812
	Iteration 10Q: 3 clusters Score -5934982 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5935639.000000 Penalty: 5351.757812
	Iteration 11Q: 3 clusters Score -5935639 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5936156.000000 Penalty: 5351.757812
	Iteration 12Q: 3 clusters Score -5936156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5936513.000000 Penalty: 5351.757812
	Iteration 13Q: 3 clusters Score -5936513 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5936791.000000 Penalty: 5351.757812
	Iteration 14Q: 3 clusters Score -5936791 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5936940.000000 Penalty: 5351.757812
	Iteration 15Q: 3 clusters Score -5936940 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5936998.500000 Penalty: 5351.757812
	Iteration 16Q: 3 clusters Score -5936998 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5937020.000000 Penalty: 5351.757812
	Iteration 17Q: 3 clusters Score -5937020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -5937051.000000 Penalty: 5351.757812
	Iteration 18Q: 3 clusters Score -5937051 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5937076.500000 Penalty: 5351.757812
	Iteration 19Q: 3 clusters Score -5937076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5937104.500000 Penalty: 5351.757812
	Iteration 20F: 3 clusters Score -5937104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5937105.000000 Penalty: 5351.757812
	Iteration 21Q: 3 clusters Score -5937105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -5937107.000000 Penalty: 5351.757812
	Iteration 22Q: 3 clusters Score -5937107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5937099.500000 Penalty: 5351.757812
	Iteration 23Q: 3 clusters Score -5937100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5937105.000000 Penalty: 5351.757812
	Iteration 24Q: 3 clusters Score -5937105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5937108.500000 Penalty: 5351.757812
	Iteration 25Q: 3 clusters Score -5937108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -5937096.000000 Penalty: 5351.757812
	Iteration 26Q: 3 clusters Score -5937096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5937093.500000 Penalty: 5351.757812
	Iteration 27Q: 3 clusters Score -5937094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -5937100.500000 Penalty: 5351.757812
	Iteration 28Q: 3 clusters Score -5937100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5937099.000000 Penalty: 5351.757812
	Iteration 29Q: 3 clusters Score -5937099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -5937091.500000 Penalty: 5351.757812
	Iteration 30Q: 3 clusters Score -5937092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5937093.000000 Penalty: 5351.757812
	Iteration 31Q: 3 clusters Score -5937093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -5937095.000000 Penalty: 5351.757812
	Iteration 32Q: 3 clusters Score -5937095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5937096.000000 Penalty: 5351.757812
	Iteration 33Q: 3 clusters Score -5937096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5937092.000000 Penalty: 5351.757812
	Iteration 34Q: 3 clusters Score -5937092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5937094.500000 Penalty: 5351.757812
	Iteration 35Q: 3 clusters Score -5937094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5937094.500000 Penalty: 5351.757812
	Iteration 36Q: 3 clusters Score -5937094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5937098.000000 Penalty: 5351.757812
	Iteration 37Q: 3 clusters Score -5937098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -5937097.000000 Penalty: 5351.757812
	Iteration 38Q: 3 clusters Score -5937097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -5937096.000000 Penalty: 5351.757812
	Iteration 39Q: 3 clusters Score -5937096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -5937096.000000 Penalty: 5351.757812
	Iteration 40F: 3 clusters Score -5937096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 50943 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Entering Unmasked Estep 
Score: -141847760.000000 Penalty: 76237.171875
Splitting cluster 3 changes total score from -141839072.000000 to -141847760.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (50943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Entering Unmasked Estep 
Score: -6423250.000000 Penalty: 2687.938721
	Iteration 0F: 2 clusters Score -6423250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -6388975.500000 Penalty: 5375.877441
	Iteration 0F: 3 clusters Score -6388976 nChanged 23579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6405957.000000 Penalty: 5375.877441
	Iteration 1F: 3 clusters Score -6405957 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6416399.500000 Penalty: 5375.877441
	Iteration 2F: 3 clusters Score -6416400 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6425501.500000 Penalty: 5375.877441
	Iteration 3F: 3 clusters Score -6425502 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -6433675.000000 Penalty: 5375.877441
	Iteration 4F: 3 clusters Score -6433675 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6438592.500000 Penalty: 5375.877441
	Iteration 5F: 3 clusters Score -6438592 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6440960.500000 Penalty: 5375.877441
	Iteration 6Q: 3 clusters Score -6440960 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6442183.500000 Penalty: 5375.877441
	Iteration 7Q: 3 clusters Score -6442184 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6442800.500000 Penalty: 5375.877441
	Iteration 8Q: 3 clusters Score -6442800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6443111.500000 Penalty: 5375.877441
	Iteration 9Q: 3 clusters Score -6443112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6443239.500000 Penalty: 5375.877441
	Iteration 10Q: 3 clusters Score -6443240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6443317.000000 Penalty: 5375.877441
	Iteration 11Q: 3 clusters Score -6443317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6443357.000000 Penalty: 5375.877441
	Iteration 12Q: 3 clusters Score -6443357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6443375.000000 Penalty: 5375.877441
	Iteration 13Q: 3 clusters Score -6443375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6443378.000000 Penalty: 5375.877441
	Iteration 14Q: 3 clusters Score -6443378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6443380.500000 Penalty: 5375.877441
	Iteration 15Q: 3 clusters Score -6443380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6443382.500000 Penalty: 5375.877441
	Iteration 16Q: 3 clusters Score -6443382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6443383.500000 Penalty: 5375.877441
	Iteration 17Q: 3 clusters Score -6443384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6443383.500000 Penalty: 5375.877441
	Iteration 18F: 3 clusters Score -6443384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Entering Unmasked Estep 
Score: -141865520.000000 Penalty: 79702.492188
Splitting cluster 4 changes total score from -141839072.000000 to -141865520.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -292051.343750 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -292051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -289213.312500 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -289213.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290661.812500 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -290661.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -292192.031250 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -292192 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -293364.250000 Penalty: 3927.278564
	Iteration 3F: 3 clusters Score -293364.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -293788.562500 Penalty: 3927.278564
	Iteration 4F: 3 clusters Score -293788.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -293875.937500 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -293875.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -293910.468750 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -293910.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -293931.625000 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -293931.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -293944.343750 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -293944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -293948.062500 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -293948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -293948.687500 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -293948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -293948.687500 Penalty: 3927.278564
	Iteration 11F: 3 clusters Score -293948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
Score: -141866464.000000 Penalty: 83167.820312
Splitting cluster 5 changes total score from -141839072.000000 to -141866464.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -136416.734375 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -136416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134611.609375 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -134611.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -136429.625000 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -136429.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -137662.546875 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -137662.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -138478.640625 Penalty: 3610.199951
	Iteration 3F: 3 clusters Score -138478.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -138870.765625 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -138870.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -138987.406250 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -138987.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -139075.765625 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -139075.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -139273.406250 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -139273.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139463.609375 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -139463.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -139724.484375 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -139724.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -140069.812500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -140069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140149.421875 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -140149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140187.171875 Penalty: 3610.199951
	Iteration 12F: 3 clusters Score -140187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140252.625000 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -140252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140290.562500 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -140290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -140354.703125 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -140354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140426.593750 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -140426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140511.453125 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -140511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140591.406250 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -140591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140612.109375 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -140612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140688.359375 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -140688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140848.750000 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -140848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -140967.953125 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -140968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141165.968750 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -141166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141192.703125 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -141192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141192.703125 Penalty: 3610.199951
	Iteration 25F: 3 clusters Score -141192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Entering Unmasked Estep 
Score: -141869584.000000 Penalty: 86633.148438
Splitting cluster 6 changes total score from -141839072.000000 to -141869584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (40437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Entering Unmasked Estep 
Score: -4974722.000000 Penalty: 2630.659912
	Iteration 0F: 2 clusters Score -4974722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4947487.500000 Penalty: 5261.319824
	Iteration 0F: 3 clusters Score -4947488 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4957961.500000 Penalty: 5261.319824
	Iteration 1F: 3 clusters Score -4957962 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4959598.000000 Penalty: 5261.319824
	Iteration 2F: 3 clusters Score -4959598 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4961762.500000 Penalty: 5261.319824
	Iteration 3F: 3 clusters Score -4961762 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4963842.000000 Penalty: 5261.319824
	Iteration 4F: 3 clusters Score -4963842 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4965641.000000 Penalty: 5261.319824
	Iteration 5F: 3 clusters Score -4965641 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4967062.500000 Penalty: 5261.319824
	Iteration 6F: 3 clusters Score -4967062 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4968098.500000 Penalty: 5261.319824
	Iteration 7F: 3 clusters Score -4968098 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4968841.000000 Penalty: 5261.319824
	Iteration 8Q: 3 clusters Score -4968841 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4969265.000000 Penalty: 5261.319824
	Iteration 9Q: 3 clusters Score -4969265 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4969618.500000 Penalty: 5261.319824
	Iteration 10Q: 3 clusters Score -4969618 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4969887.500000 Penalty: 5261.319824
	Iteration 11Q: 3 clusters Score -4969888 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4970113.500000 Penalty: 5261.319824
	Iteration 12Q: 3 clusters Score -4970114 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4970278.000000 Penalty: 5261.319824
	Iteration 13Q: 3 clusters Score -4970278 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4970435.000000 Penalty: 5261.319824
	Iteration 14Q: 3 clusters Score -4970435 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -4970620.500000 Penalty: 5261.319824
	Iteration 15Q: 3 clusters Score -4970620 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4970745.500000 Penalty: 5261.319824
	Iteration 16Q: 3 clusters Score -4970746 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4970912.500000 Penalty: 5261.319824
	Iteration 17Q: 3 clusters Score -4970912 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -4971028.500000 Penalty: 5261.319824
	Iteration 18Q: 3 clusters Score -4971028 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4971216.000000 Penalty: 5261.319824
	Iteration 19Q: 3 clusters Score -4971216 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4971457.000000 Penalty: 5261.319824
	Iteration 20F: 3 clusters Score -4971457 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4971721.500000 Penalty: 5261.319824
	Iteration 21Q: 3 clusters Score -4971722 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4972030.500000 Penalty: 5261.319824
	Iteration 22Q: 3 clusters Score -4972030 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4972400.500000 Penalty: 5261.319824
	Iteration 23Q: 3 clusters Score -4972400 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4972817.000000 Penalty: 5261.319824
	Iteration 24Q: 3 clusters Score -4972817 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4973272.000000 Penalty: 5261.319824
	Iteration 25Q: 3 clusters Score -4973272 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4973751.000000 Penalty: 5261.319824
	Iteration 26Q: 3 clusters Score -4973751 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4974305.000000 Penalty: 5261.319824
	Iteration 27Q: 3 clusters Score -4974305 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4974907.000000 Penalty: 5261.319824
	Iteration 28Q: 3 clusters Score -4974907 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4975460.000000 Penalty: 5261.319824
	Iteration 29Q: 3 clusters Score -4975460 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4975965.000000 Penalty: 5261.319824
	Iteration 30Q: 3 clusters Score -4975965 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4976388.500000 Penalty: 5261.319824
	Iteration 31Q: 3 clusters Score -4976388 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4976704.500000 Penalty: 5261.319824
	Iteration 32Q: 3 clusters Score -4976704 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4977023.500000 Penalty: 5261.319824
	Iteration 33Q: 3 clusters Score -4977024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4977305.500000 Penalty: 5261.319824
	Iteration 34Q: 3 clusters Score -4977306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4977440.500000 Penalty: 5261.319824
	Iteration 35Q: 3 clusters Score -4977440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4977496.000000 Penalty: 5261.319824
	Iteration 36Q: 3 clusters Score -4977496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4977519.000000 Penalty: 5261.319824
	Iteration 37Q: 3 clusters Score -4977519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -4977534.500000 Penalty: 5261.319824
	Iteration 38Q: 3 clusters Score -4977534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4977541.000000 Penalty: 5261.319824
	Iteration 39Q: 3 clusters Score -4977541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4977541.000000 Penalty: 5261.319824
	Iteration 40F: 3 clusters Score -4977541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4977541.500000 Penalty: 5261.319824
	Iteration 41Q: 3 clusters Score -4977542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4977542.000000 Penalty: 5261.319824
	Iteration 42Q: 3 clusters Score -4977542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -4977543.000000 Penalty: 5261.319824
	Iteration 43Q: 3 clusters Score -4977543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -4977540.000000 Penalty: 5261.319824
	Iteration 44Q: 3 clusters Score -4977540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4977541.000000 Penalty: 5261.319824
	Iteration 45Q: 3 clusters Score -4977541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4977541.000000 Penalty: 5261.319824
	Iteration 46F: 3 clusters Score -4977541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 211706 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Entering Unmasked Estep 
Score: -141871472.000000 Penalty: 90098.476562
Splitting cluster 7 changes total score from -141839072.000000 to -141871472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (211706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211706 members 
Entering Unmasked Estep 
Score: -26355240.000000 Penalty: 3041.212646
	Iteration 0F: 2 clusters Score -2.635524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -26216572.000000 Penalty: 6082.425293
	Iteration 0F: 3 clusters Score -2.621657e+07 nChanged 102041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -26278646.000000 Penalty: 6082.425293
	Iteration 1F: 3 clusters Score -2.627865e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -26282714.000000 Penalty: 6082.425293
	Iteration 2Q: 3 clusters Score -2.628271e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -26288894.000000 Penalty: 6082.425293
	Iteration 3F: 3 clusters Score -2.628889e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -26296996.000000 Penalty: 6082.425293
	Iteration 4F: 3 clusters Score -2.6297e+07 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -26307374.000000 Penalty: 6082.425293
	Iteration 5F: 3 clusters Score -2.630737e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136696 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -26319348.000000 Penalty: 6082.425293
	Iteration 6F: 3 clusters Score -2.631935e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -26331172.000000 Penalty: 6082.425293
	Iteration 7F: 3 clusters Score -2.633117e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149355 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -26340298.000000 Penalty: 6082.425293
	Iteration 8F: 3 clusters Score -2.63403e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -26345288.000000 Penalty: 6082.425293
	Iteration 9Q: 3 clusters Score -2.634529e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -26347628.000000 Penalty: 6082.425293
	Iteration 10Q: 3 clusters Score -2.634763e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -26348814.000000 Penalty: 6082.425293
	Iteration 11Q: 3 clusters Score -2.634881e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -26349374.000000 Penalty: 6082.425293
	Iteration 12Q: 3 clusters Score -2.634937e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -26349864.000000 Penalty: 6082.425293
	Iteration 13Q: 3 clusters Score -2.634986e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160567 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -26350328.000000 Penalty: 6082.425293
	Iteration 14Q: 3 clusters Score -2.635033e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -26350432.000000 Penalty: 6082.425293
	Iteration 15Q: 3 clusters Score -2.635043e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -26350658.000000 Penalty: 6082.425293
	Iteration 16Q: 3 clusters Score -2.635066e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -26350660.000000 Penalty: 6082.425293
	Iteration 17Q: 3 clusters Score -2.635066e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -26350752.000000 Penalty: 6082.425293
	Iteration 18Q: 3 clusters Score -2.635075e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -26350790.000000 Penalty: 6082.425293
	Iteration 19Q: 3 clusters Score -2.635079e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -26350788.000000 Penalty: 6082.425293
	Iteration 20F: 3 clusters Score -2.635079e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -26350892.000000 Penalty: 6082.425293
	Iteration 21Q: 3 clusters Score -2.635089e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -26350912.000000 Penalty: 6082.425293
	Iteration 22Q: 3 clusters Score -2.635091e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -26351078.000000 Penalty: 6082.425293
	Iteration 23Q: 3 clusters Score -2.635108e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -26351106.000000 Penalty: 6082.425293
	Iteration 24Q: 3 clusters Score -2.635111e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -26351146.000000 Penalty: 6082.425293
	Iteration 25Q: 3 clusters Score -2.635115e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -26351240.000000 Penalty: 6082.425293
	Iteration 26Q: 3 clusters Score -2.635124e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -26351366.000000 Penalty: 6082.425293
	Iteration 27Q: 3 clusters Score -2.635137e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172815 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -26351504.000000 Penalty: 6082.425293
	Iteration 28Q: 3 clusters Score -2.63515e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -26351556.000000 Penalty: 6082.425293
	Iteration 29Q: 3 clusters Score -2.635156e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -26351554.000000 Penalty: 6082.425293
	Iteration 30Q: 3 clusters Score -2.635155e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -26351650.000000 Penalty: 6082.425293
	Iteration 31Q: 3 clusters Score -2.635165e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -26351706.000000 Penalty: 6082.425293
	Iteration 32Q: 3 clusters Score -2.635171e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -26351798.000000 Penalty: 6082.425293
	Iteration 33Q: 3 clusters Score -2.63518e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -26351820.000000 Penalty: 6082.425293
	Iteration 34Q: 3 clusters Score -2.635182e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -26351878.000000 Penalty: 6082.425293
	Iteration 35Q: 3 clusters Score -2.635188e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179582 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -26352036.000000 Penalty: 6082.425293
	Iteration 36Q: 3 clusters Score -2.635204e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -26352110.000000 Penalty: 6082.425293
	Iteration 37Q: 3 clusters Score -2.635211e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181244 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -26352208.000000 Penalty: 6082.425293
	Iteration 38Q: 3 clusters Score -2.635221e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -26352274.000000 Penalty: 6082.425293
	Iteration 39Q: 3 clusters Score -2.635227e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -26352410.000000 Penalty: 6082.425293
	Iteration 40F: 3 clusters Score -2.635241e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183879 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -26352436.000000 Penalty: 6082.425293
	Iteration 41Q: 3 clusters Score -2.635244e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -26352496.000000 Penalty: 6082.425293
	Iteration 42Q: 3 clusters Score -2.63525e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185566 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -26352562.000000 Penalty: 6082.425293
	Iteration 43Q: 3 clusters Score -2.635256e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186454 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -26352680.000000 Penalty: 6082.425293
	Iteration 44Q: 3 clusters Score -2.635268e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187371 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -26352772.000000 Penalty: 6082.425293
	Iteration 45Q: 3 clusters Score -2.635277e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -26352862.000000 Penalty: 6082.425293
	Iteration 46Q: 3 clusters Score -2.635286e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -26353004.000000 Penalty: 6082.425293
	Iteration 47Q: 3 clusters Score -2.6353e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190125 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -26353122.000000 Penalty: 6082.425293
	Iteration 48Q: 3 clusters Score -2.635312e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191096 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -26353220.000000 Penalty: 6082.425293
	Iteration 49Q: 3 clusters Score -2.635322e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -26353548.000000 Penalty: 6082.425293
	Iteration 50Q: 3 clusters Score -2.635355e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193137 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -26353772.000000 Penalty: 6082.425293
	Iteration 51Q: 3 clusters Score -2.635377e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194130 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -26353958.000000 Penalty: 6082.425293
	Iteration 52Q: 3 clusters Score -2.635396e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -26354230.000000 Penalty: 6082.425293
	Iteration 53Q: 3 clusters Score -2.635423e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196111 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -26354566.000000 Penalty: 6082.425293
	Iteration 54Q: 3 clusters Score -2.635457e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -26354810.000000 Penalty: 6082.425293
	Iteration 55Q: 3 clusters Score -2.635481e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198061 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -26355330.000000 Penalty: 6082.425293
	Iteration 56Q: 3 clusters Score -2.635533e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198985 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -26355770.000000 Penalty: 6082.425293
	Iteration 57Q: 3 clusters Score -2.635577e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199839 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -26356450.000000 Penalty: 6082.425293
	Iteration 58Q: 3 clusters Score -2.635645e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -26357564.000000 Penalty: 6082.425293
	Iteration 59Q: 3 clusters Score -2.635756e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201118 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -26358664.000000 Penalty: 6082.425293
	Iteration 60F: 3 clusters Score -2.635866e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201377 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -26359434.000000 Penalty: 6082.425293
	Iteration 61Q: 3 clusters Score -2.635943e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201370 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -26359692.000000 Penalty: 6082.425293
	Iteration 62Q: 3 clusters Score -2.635969e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201251 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -26359772.000000 Penalty: 6082.425293
	Iteration 63Q: 3 clusters Score -2.635977e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201148 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -26359832.000000 Penalty: 6082.425293
	Iteration 64Q: 3 clusters Score -2.635983e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201036 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -26359896.000000 Penalty: 6082.425293
	Iteration 65Q: 3 clusters Score -2.63599e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200929 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -26359944.000000 Penalty: 6082.425293
	Iteration 66Q: 3 clusters Score -2.635994e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200838 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -26359992.000000 Penalty: 6082.425293
	Iteration 67Q: 3 clusters Score -2.635999e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200778 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -26360020.000000 Penalty: 6082.425293
	Iteration 68Q: 3 clusters Score -2.636002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200737 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -26360028.000000 Penalty: 6082.425293
	Iteration 69Q: 3 clusters Score -2.636003e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -26360020.000000 Penalty: 6082.425293
	Iteration 70Q: 3 clusters Score -2.636002e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200656 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -26360006.000000 Penalty: 6082.425293
	Iteration 71Q: 3 clusters Score -2.636001e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -26360014.000000 Penalty: 6082.425293
	Iteration 72Q: 3 clusters Score -2.636001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200589 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -26360000.000000 Penalty: 6082.425293
	Iteration 73Q: 3 clusters Score -2.636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200564 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -26359982.000000 Penalty: 6082.425293
	Iteration 74Q: 3 clusters Score -2.635998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200542 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -26359988.000000 Penalty: 6082.425293
	Iteration 75Q: 3 clusters Score -2.635999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -26359996.000000 Penalty: 6082.425293
	Iteration 76Q: 3 clusters Score -2.636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200505 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -26360006.000000 Penalty: 6082.425293
	Iteration 77Q: 3 clusters Score -2.636001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200482 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -26359986.000000 Penalty: 6082.425293
	Iteration 78Q: 3 clusters Score -2.635999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -26359986.000000 Penalty: 6082.425293
	Iteration 79Q: 3 clusters Score -2.635999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200444 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -26359968.000000 Penalty: 6082.425293
	Iteration 80F: 3 clusters Score -2.635997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200430 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -26359988.000000 Penalty: 6082.425293
	Iteration 81Q: 3 clusters Score -2.635999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200414 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -26359986.000000 Penalty: 6082.425293
	Iteration 82Q: 3 clusters Score -2.635999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -26360000.000000 Penalty: 6082.425293
	Iteration 83Q: 3 clusters Score -2.636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200394 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -26359988.000000 Penalty: 6082.425293
	Iteration 84Q: 3 clusters Score -2.635999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200382 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -26360014.000000 Penalty: 6082.425293
	Iteration 85Q: 3 clusters Score -2.636001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200375 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -26360002.000000 Penalty: 6082.425293
	Iteration 86Q: 3 clusters Score -2.636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200369 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -26359988.000000 Penalty: 6082.425293
	Iteration 87Q: 3 clusters Score -2.635999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200364 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -26359988.000000 Penalty: 6082.425293
	Iteration 88Q: 3 clusters Score -2.635999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200357 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -26359990.000000 Penalty: 6082.425293
	Iteration 89Q: 3 clusters Score -2.635999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200349 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -26360004.000000 Penalty: 6082.425293
	Iteration 90Q: 3 clusters Score -2.636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200342 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -26359998.000000 Penalty: 6082.425293
	Iteration 91Q: 3 clusters Score -2.636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200332 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -26359994.000000 Penalty: 6082.425293
	Iteration 92Q: 3 clusters Score -2.635999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200319 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -26360016.000000 Penalty: 6082.425293
	Iteration 93Q: 3 clusters Score -2.636002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -26360008.000000 Penalty: 6082.425293
	Iteration 94Q: 3 clusters Score -2.636001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200300 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -26360012.000000 Penalty: 6082.425293
	Iteration 95Q: 3 clusters Score -2.636001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200291 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -26360004.000000 Penalty: 6082.425293
	Iteration 96Q: 3 clusters Score -2.636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200282 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -26359996.000000 Penalty: 6082.425293
	Iteration 97Q: 3 clusters Score -2.636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200275 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -26360002.000000 Penalty: 6082.425293
	Iteration 98Q: 3 clusters Score -2.636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200270 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -26360002.000000 Penalty: 6082.425293
	Iteration 99Q: 3 clusters Score -2.636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200267 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -26360010.000000 Penalty: 6082.425293
	Iteration 100F: 3 clusters Score -2.636001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200263 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -26360014.000000 Penalty: 6082.425293
	Iteration 101Q: 3 clusters Score -2.636001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200258 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -26360004.000000 Penalty: 6082.425293
	Iteration 102Q: 3 clusters Score -2.636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200253 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -26360002.000000 Penalty: 6082.425293
	Iteration 103Q: 3 clusters Score -2.636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200247 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -26359986.000000 Penalty: 6082.425293
	Iteration 104Q: 3 clusters Score -2.635999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200232 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -26359994.000000 Penalty: 6082.425293
	Iteration 105Q: 3 clusters Score -2.635999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -26360020.000000 Penalty: 6082.425293
	Iteration 106Q: 3 clusters Score -2.636002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200202 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -26360016.000000 Penalty: 6082.425293
	Iteration 107Q: 3 clusters Score -2.636002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200193 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -26360006.000000 Penalty: 6082.425293
	Iteration 108Q: 3 clusters Score -2.636001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200178 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -26360034.000000 Penalty: 6082.425293
	Iteration 109Q: 3 clusters Score -2.636003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200169 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -26360062.000000 Penalty: 6082.425293
	Iteration 110Q: 3 clusters Score -2.636006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200162 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -26360050.000000 Penalty: 6082.425293
	Iteration 111Q: 3 clusters Score -2.636005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -26360062.000000 Penalty: 6082.425293
	Iteration 112Q: 3 clusters Score -2.636006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -26360058.000000 Penalty: 6082.425293
	Iteration 113Q: 3 clusters Score -2.636006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200144 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -26360056.000000 Penalty: 6082.425293
	Iteration 114Q: 3 clusters Score -2.636006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200141 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -26360052.000000 Penalty: 6082.425293
	Iteration 115Q: 3 clusters Score -2.636005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200141 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -26360052.000000 Penalty: 6082.425293
	Iteration 116F: 3 clusters Score -2.636005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Entering Unmasked Estep 
Score: -141876032.000000 Penalty: 93563.796875
Splitting cluster 8 changes total score from -141839072.000000 to -141876032.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -2146261.750000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -2146262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2133813.250000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -2133813 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2138046.000000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -2138046 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2139118.000000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -2139118 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2141065.500000 Penalty: 4845.926270
	Iteration 3F: 3 clusters Score -2141066 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2143380.750000 Penalty: 4845.926270
	Iteration 4F: 3 clusters Score -2143381 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2145646.500000 Penalty: 4845.926270
	Iteration 5F: 3 clusters Score -2145646 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2147830.750000 Penalty: 4845.926270
	Iteration 6F: 3 clusters Score -2147831 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2149391.000000 Penalty: 4845.926270
	Iteration 7F: 3 clusters Score -2149391 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2150507.750000 Penalty: 4845.926270
	Iteration 8Q: 3 clusters Score -2150508 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2151503.000000 Penalty: 4845.926270
	Iteration 9Q: 3 clusters Score -2151503 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2152923.000000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -2152923 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2155767.750000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -2155768 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2156220.500000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -2156220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2156311.750000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -2156312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2156365.750000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -2156366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2156406.500000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -2156406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2156417.750000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -2156418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2156432.000000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -2156432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2156443.000000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -2156443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2156473.750000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -2156474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2156502.250000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -2156502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2156557.750000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -2156558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2156702.000000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -2156702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2157030.500000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -2157030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2157138.750000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -2157139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2157169.500000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -2157170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2157174.750000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -2157175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2157188.000000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -2157188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2157185.500000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -2157186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2157191.500000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -2157192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2157190.250000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -2157190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2157192.250000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -2157192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2157198.750000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -2157199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2157198.500000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -2157198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2157197.750000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -2157198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2157200.750000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -2157201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2157203.500000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -2157204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2157205.000000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -2157205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2157206.250000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -2157206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2157206.500000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -2157206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2157204.750000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -2157205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2157206.000000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -2157206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2157205.000000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -2157205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2157204.750000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -2157205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2157204.250000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -2157204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2157208.500000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -2157208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2157205.750000 Penalty: 4845.926270
	Iteration 46Q: 3 clusters Score -2157206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2157205.750000 Penalty: 4845.926270
	Iteration 47F: 3 clusters Score -2157206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 14862 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Entering Unmasked Estep 
Score: -141886448.000000 Penalty: 97029.125000
Splitting cluster 9 changes total score from -141839072.000000 to -141886448.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (61104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Entering Unmasked Estep 
Score: -7541671.500000 Penalty: 2733.042480
	Iteration 0F: 2 clusters Score -7541672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7500759.000000 Penalty: 5466.084961
	Iteration 0F: 3 clusters Score -7500759 nChanged 28478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -7517141.000000 Penalty: 5466.084961
	Iteration 1F: 3 clusters Score -7517141 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -7518384.500000 Penalty: 5466.084961
	Iteration 2Q: 3 clusters Score -7518384 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -7520135.000000 Penalty: 5466.084961
	Iteration 3F: 3 clusters Score -7520135 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -7522344.500000 Penalty: 5466.084961
	Iteration 4F: 3 clusters Score -7522344 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -7525041.500000 Penalty: 5466.084961
	Iteration 5F: 3 clusters Score -7525042 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -7528123.500000 Penalty: 5466.084961
	Iteration 6F: 3 clusters Score -7528124 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -7531234.000000 Penalty: 5466.084961
	Iteration 7F: 3 clusters Score -7531234 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -7534037.500000 Penalty: 5466.084961
	Iteration 8F: 3 clusters Score -7534038 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -7536344.500000 Penalty: 5466.084961
	Iteration 9Q: 3 clusters Score -7536344 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -7538126.500000 Penalty: 5466.084961
	Iteration 10Q: 3 clusters Score -7538126 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7539121.500000 Penalty: 5466.084961
	Iteration 11Q: 3 clusters Score -7539122 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7539736.500000 Penalty: 5466.084961
	Iteration 12Q: 3 clusters Score -7539736 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -7540179.500000 Penalty: 5466.084961
	Iteration 13Q: 3 clusters Score -7540180 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7540483.000000 Penalty: 5466.084961
	Iteration 14Q: 3 clusters Score -7540483 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7540635.000000 Penalty: 5466.084961
	Iteration 15Q: 3 clusters Score -7540635 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7540710.000000 Penalty: 5466.084961
	Iteration 16Q: 3 clusters Score -7540710 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7540717.000000 Penalty: 5466.084961
	Iteration 17Q: 3 clusters Score -7540717 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7540740.000000 Penalty: 5466.084961
	Iteration 18Q: 3 clusters Score -7540740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -7540777.000000 Penalty: 5466.084961
	Iteration 19Q: 3 clusters Score -7540777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -7540793.500000 Penalty: 5466.084961
	Iteration 20F: 3 clusters Score -7540794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7540806.500000 Penalty: 5466.084961
	Iteration 21Q: 3 clusters Score -7540806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7540808.500000 Penalty: 5466.084961
	Iteration 22Q: 3 clusters Score -7540808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7540814.500000 Penalty: 5466.084961
	Iteration 23Q: 3 clusters Score -7540814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7540808.500000 Penalty: 5466.084961
	Iteration 24Q: 3 clusters Score -7540808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7540797.000000 Penalty: 5466.084961
	Iteration 25Q: 3 clusters Score -7540797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -7540801.500000 Penalty: 5466.084961
	Iteration 26Q: 3 clusters Score -7540802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -7540798.000000 Penalty: 5466.084961
	Iteration 27Q: 3 clusters Score -7540798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7540818.500000 Penalty: 5466.084961
	Iteration 28Q: 3 clusters Score -7540818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7540812.500000 Penalty: 5466.084961
	Iteration 29Q: 3 clusters Score -7540812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7540817.000000 Penalty: 5466.084961
	Iteration 30Q: 3 clusters Score -7540817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7540829.000000 Penalty: 5466.084961
	Iteration 31Q: 3 clusters Score -7540829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7540820.500000 Penalty: 5466.084961
	Iteration 32Q: 3 clusters Score -7540820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7540824.500000 Penalty: 5466.084961
	Iteration 33Q: 3 clusters Score -7540824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7540824.500000 Penalty: 5466.084961
	Iteration 34F: 3 clusters Score -7540824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Entering Unmasked Estep 
Score: -1748171.000000 Penalty: 2382.427490
	Iteration 0F: 2 clusters Score -1748171 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 7550 members 
Entering Unmasked Estep 
Score: -1737705.500000 Penalty: 4764.854980
	Iteration 0F: 3 clusters Score -1737706 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1744460.375000 Penalty: 4764.854980
	Iteration 1F: 3 clusters Score -1744460 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1749783.250000 Penalty: 4764.854980
	Iteration 2F: 3 clusters Score -1749783 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1753789.875000 Penalty: 4764.854980
	Iteration 3F: 3 clusters Score -1753790 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1755594.750000 Penalty: 4764.854980
	Iteration 4F: 3 clusters Score -1755595 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1756287.375000 Penalty: 4764.854980
	Iteration 5Q: 3 clusters Score -1756287 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1756699.375000 Penalty: 4764.854980
	Iteration 6Q: 3 clusters Score -1756699 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1757046.500000 Penalty: 4764.854980
	Iteration 7Q: 3 clusters Score -1757046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1757341.500000 Penalty: 4764.854980
	Iteration 8Q: 3 clusters Score -1757342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1757547.750000 Penalty: 4764.854980
	Iteration 9Q: 3 clusters Score -1757548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1757654.125000 Penalty: 4764.854980
	Iteration 10Q: 3 clusters Score -1757654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1757712.625000 Penalty: 4764.854980
	Iteration 11Q: 3 clusters Score -1757713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1757724.625000 Penalty: 4764.854980
	Iteration 12Q: 3 clusters Score -1757725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1757737.000000 Penalty: 4764.854980
	Iteration 13Q: 3 clusters Score -1757737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1757738.500000 Penalty: 4764.854980
	Iteration 14Q: 3 clusters Score -1757738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1757739.875000 Penalty: 4764.854980
	Iteration 15Q: 3 clusters Score -1757740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1757737.875000 Penalty: 4764.854980
	Iteration 16Q: 3 clusters Score -1757738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1757740.375000 Penalty: 4764.854980
	Iteration 17Q: 3 clusters Score -1757740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1757744.250000 Penalty: 4764.854980
	Iteration 18Q: 3 clusters Score -1757744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1757746.750000 Penalty: 4764.854980
	Iteration 19Q: 3 clusters Score -1757747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1757743.625000 Penalty: 4764.854980
	Iteration 20F: 3 clusters Score -1757744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1757743.500000 Penalty: 4764.854980
	Iteration 21Q: 3 clusters Score -1757744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1757745.250000 Penalty: 4764.854980
	Iteration 22Q: 3 clusters Score -1757745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1757745.250000 Penalty: 4764.854980
	Iteration 23F: 3 clusters Score -1757745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Entering Unmasked Estep 
Score: -141895472.000000 Penalty: 100494.453125
Splitting cluster 11 changes total score from -141839072.000000 to -141895472.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (342820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342820 members 
Entering Unmasked Estep 
Score: -42984544.000000 Penalty: 3160.750244
	Iteration 0F: 2 clusters Score -4.298454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 171622 members 
Entering Unmasked Estep 
Score: -42772604.000000 Penalty: 6321.500488
	Iteration 0F: 3 clusters Score -4.27726e+07 nChanged 166461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -42872392.000000 Penalty: 6321.500488
	Iteration 1F: 3 clusters Score -4.287239e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -42874912.000000 Penalty: 6321.500488
	Iteration 2Q: 3 clusters Score -4.287491e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 189732 members 
Entering Unmasked Estep 
Score: -42878536.000000 Penalty: 6321.500488
	Iteration 3Q: 3 clusters Score -4.287854e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 199211 members 
Entering Unmasked Estep 
Score: -42883896.000000 Penalty: 6321.500488
	Iteration 4Q: 3 clusters Score -4.28839e+07 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130908 members 
Mstep: Class 2 contains 211912 members 
Entering Unmasked Estep 
Score: -42892292.000000 Penalty: 6321.500488
	Iteration 5F: 3 clusters Score -4.289229e+07 nChanged 20333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 227749 members 
Entering Unmasked Estep 
Score: -42904096.000000 Penalty: 6321.500488
	Iteration 6F: 3 clusters Score -4.29041e+07 nChanged 22177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 246170 members 
Entering Unmasked Estep 
Score: -42916804.000000 Penalty: 6321.500488
	Iteration 7F: 3 clusters Score -4.29168e+07 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 265032 members 
Entering Unmasked Estep 
Score: -42928268.000000 Penalty: 6321.500488
	Iteration 8F: 3 clusters Score -4.292827e+07 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 281126 members 
Entering Unmasked Estep 
Score: -42938520.000000 Penalty: 6321.500488
	Iteration 9F: 3 clusters Score -4.293852e+07 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 292904 members 
Entering Unmasked Estep 
Score: -42947384.000000 Penalty: 6321.500488
	Iteration 10Q: 3 clusters Score -4.294738e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 300774 members 
Entering Unmasked Estep 
Score: -42953012.000000 Penalty: 6321.500488
	Iteration 11Q: 3 clusters Score -4.295301e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 306075 members 
Entering Unmasked Estep 
Score: -42956612.000000 Penalty: 6321.500488
	Iteration 12Q: 3 clusters Score -4.295661e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 310204 members 
Entering Unmasked Estep 
Score: -42959296.000000 Penalty: 6321.500488
	Iteration 13Q: 3 clusters Score -4.29593e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 313741 members 
Entering Unmasked Estep 
Score: -42961208.000000 Penalty: 6321.500488
	Iteration 14Q: 3 clusters Score -4.296121e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 316927 members 
Entering Unmasked Estep 
Score: -42962768.000000 Penalty: 6321.500488
	Iteration 15Q: 3 clusters Score -4.296277e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 319856 members 
Entering Unmasked Estep 
Score: -42964268.000000 Penalty: 6321.500488
	Iteration 16Q: 3 clusters Score -4.296427e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 322632 members 
Entering Unmasked Estep 
Score: -42965680.000000 Penalty: 6321.500488
	Iteration 17Q: 3 clusters Score -4.296568e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 325200 members 
Entering Unmasked Estep 
Score: -42966996.000000 Penalty: 6321.500488
	Iteration 18Q: 3 clusters Score -4.2967e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 327624 members 
Entering Unmasked Estep 
Score: -42968512.000000 Penalty: 6321.500488
	Iteration 19Q: 3 clusters Score -4.296851e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 329841 members 
Entering Unmasked Estep 
Score: -42970220.000000 Penalty: 6321.500488
	Iteration 20F: 3 clusters Score -4.297022e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 331869 members 
Entering Unmasked Estep 
Score: -42972176.000000 Penalty: 6321.500488
	Iteration 21Q: 3 clusters Score -4.297218e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 333821 members 
Entering Unmasked Estep 
Score: -42973628.000000 Penalty: 6321.500488
	Iteration 22Q: 3 clusters Score -4.297363e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 335599 members 
Entering Unmasked Estep 
Score: -42975088.000000 Penalty: 6321.500488
	Iteration 23Q: 3 clusters Score -4.297509e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 337189 members 
Entering Unmasked Estep 
Score: -42976640.000000 Penalty: 6321.500488
	Iteration 24Q: 3 clusters Score -4.297664e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 338472 members 
Entering Unmasked Estep 
Score: -42977812.000000 Penalty: 6321.500488
	Iteration 25Q: 3 clusters Score -4.297781e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 339485 members 
Entering Unmasked Estep 
Score: -42978752.000000 Penalty: 6321.500488
	Iteration 26Q: 3 clusters Score -4.297875e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 340241 members 
Entering Unmasked Estep 
Score: -42979436.000000 Penalty: 6321.500488
	Iteration 27Q: 3 clusters Score -4.297944e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 340811 members 
Entering Unmasked Estep 
Score: -42979992.000000 Penalty: 6321.500488
	Iteration 28Q: 3 clusters Score -4.297999e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 341211 members 
Entering Unmasked Estep 
Score: -42980396.000000 Penalty: 6321.500488
	Iteration 29Q: 3 clusters Score -4.29804e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 341462 members 
Entering Unmasked Estep 
Score: -42980664.000000 Penalty: 6321.500488
	Iteration 30Q: 3 clusters Score -4.298066e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 341648 members 
Entering Unmasked Estep 
Score: -42980860.000000 Penalty: 6321.500488
	Iteration 31Q: 3 clusters Score -4.298086e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 341775 members 
Entering Unmasked Estep 
Score: -42980988.000000 Penalty: 6321.500488
	Iteration 32Q: 3 clusters Score -4.298099e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 341871 members 
Entering Unmasked Estep 
Score: -42981144.000000 Penalty: 6321.500488
	Iteration 33Q: 3 clusters Score -4.298114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 341938 members 
Entering Unmasked Estep 
Score: -42981172.000000 Penalty: 6321.500488
	Iteration 34Q: 3 clusters Score -4.298117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 341993 members 
Entering Unmasked Estep 
Score: -42981236.000000 Penalty: 6321.500488
	Iteration 35Q: 3 clusters Score -4.298124e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 342029 members 
Entering Unmasked Estep 
Score: -42981232.000000 Penalty: 6321.500488
	Iteration 36Q: 3 clusters Score -4.298123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 342051 members 
Entering Unmasked Estep 
Score: -42981248.000000 Penalty: 6321.500488
	Iteration 37Q: 3 clusters Score -4.298125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 342070 members 
Entering Unmasked Estep 
Score: -42981292.000000 Penalty: 6321.500488
	Iteration 38Q: 3 clusters Score -4.298129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 342083 members 
Entering Unmasked Estep 
Score: -42981268.000000 Penalty: 6321.500488
	Iteration 39Q: 3 clusters Score -4.298127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 342093 members 
Entering Unmasked Estep 
Score: -42981280.000000 Penalty: 6321.500488
	Iteration 40F: 3 clusters Score -4.298128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 342110 members 
Entering Unmasked Estep 
Score: -42981292.000000 Penalty: 6321.500488
	Iteration 41Q: 3 clusters Score -4.298129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 342124 members 
Entering Unmasked Estep 
Score: -42981284.000000 Penalty: 6321.500488
	Iteration 42Q: 3 clusters Score -4.298128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 342137 members 
Entering Unmasked Estep 
Score: -42981300.000000 Penalty: 6321.500488
	Iteration 43Q: 3 clusters Score -4.29813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 342151 members 
Entering Unmasked Estep 
Score: -42981336.000000 Penalty: 6321.500488
	Iteration 44Q: 3 clusters Score -4.298134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 342160 members 
Entering Unmasked Estep 
Score: -42981360.000000 Penalty: 6321.500488
	Iteration 45Q: 3 clusters Score -4.298136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 342167 members 
Entering Unmasked Estep 
Score: -42981368.000000 Penalty: 6321.500488
	Iteration 46Q: 3 clusters Score -4.298137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 342172 members 
Entering Unmasked Estep 
Score: -42981376.000000 Penalty: 6321.500488
	Iteration 47Q: 3 clusters Score -4.298138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 342178 members 
Entering Unmasked Estep 
Score: -42981380.000000 Penalty: 6321.500488
	Iteration 48Q: 3 clusters Score -4.298138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 342181 members 
Entering Unmasked Estep 
Score: -42981380.000000 Penalty: 6321.500488
	Iteration 49Q: 3 clusters Score -4.298138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 342183 members 
Entering Unmasked Estep 
Score: -42981384.000000 Penalty: 6321.500488
	Iteration 50Q: 3 clusters Score -4.298138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 342184 members 
Entering Unmasked Estep 
Score: -42981400.000000 Penalty: 6321.500488
	Iteration 51Q: 3 clusters Score -4.29814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 342185 members 
Entering Unmasked Estep 
Score: -42981392.000000 Penalty: 6321.500488
	Iteration 52Q: 3 clusters Score -4.298139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 342185 members 
Entering Unmasked Estep 
Score: -42981392.000000 Penalty: 6321.500488
	Iteration 53F: 3 clusters Score -4.298139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Entering Unmasked Estep 
Score: -2893117.750000 Penalty: 2515.243408
	Iteration 0F: 2 clusters Score -2893118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2875624.750000 Penalty: 5030.486816
	Iteration 0F: 3 clusters Score -2875625 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2882569.000000 Penalty: 5030.486816
	Iteration 1F: 3 clusters Score -2882569 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2884065.000000 Penalty: 5030.486816
	Iteration 2F: 3 clusters Score -2884065 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2885685.500000 Penalty: 5030.486816
	Iteration 3F: 3 clusters Score -2885686 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2887187.750000 Penalty: 5030.486816
	Iteration 4F: 3 clusters Score -2887188 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2888560.000000 Penalty: 5030.486816
	Iteration 5F: 3 clusters Score -2888560 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2889710.500000 Penalty: 5030.486816
	Iteration 6F: 3 clusters Score -2889710 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2890535.750000 Penalty: 5030.486816
	Iteration 7Q: 3 clusters Score -2890536 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2891024.750000 Penalty: 5030.486816
	Iteration 8Q: 3 clusters Score -2891025 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2891300.000000 Penalty: 5030.486816
	Iteration 9Q: 3 clusters Score -2891300 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2891460.250000 Penalty: 5030.486816
	Iteration 10Q: 3 clusters Score -2891460 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2891574.750000 Penalty: 5030.486816
	Iteration 11Q: 3 clusters Score -2891575 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2891674.750000 Penalty: 5030.486816
	Iteration 12Q: 3 clusters Score -2891675 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2891773.250000 Penalty: 5030.486816
	Iteration 13Q: 3 clusters Score -2891773 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2891837.750000 Penalty: 5030.486816
	Iteration 14Q: 3 clusters Score -2891838 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2891901.000000 Penalty: 5030.486816
	Iteration 15Q: 3 clusters Score -2891901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2891962.750000 Penalty: 5030.486816
	Iteration 16Q: 3 clusters Score -2891963 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2892021.500000 Penalty: 5030.486816
	Iteration 17Q: 3 clusters Score -2892022 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2892089.250000 Penalty: 5030.486816
	Iteration 18Q: 3 clusters Score -2892089 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2892168.750000 Penalty: 5030.486816
	Iteration 19Q: 3 clusters Score -2892169 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2892249.250000 Penalty: 5030.486816
	Iteration 20F: 3 clusters Score -2892249 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2892371.250000 Penalty: 5030.486816
	Iteration 21Q: 3 clusters Score -2892371 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2892484.750000 Penalty: 5030.486816
	Iteration 22Q: 3 clusters Score -2892485 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2892606.250000 Penalty: 5030.486816
	Iteration 23Q: 3 clusters Score -2892606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2892731.750000 Penalty: 5030.486816
	Iteration 24Q: 3 clusters Score -2892732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2892876.500000 Penalty: 5030.486816
	Iteration 25Q: 3 clusters Score -2892876 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2893032.750000 Penalty: 5030.486816
	Iteration 26Q: 3 clusters Score -2893033 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2893190.000000 Penalty: 5030.486816
	Iteration 27Q: 3 clusters Score -2893190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2893390.750000 Penalty: 5030.486816
	Iteration 28Q: 3 clusters Score -2893391 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2893559.500000 Penalty: 5030.486816
	Iteration 29Q: 3 clusters Score -2893560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2893645.500000 Penalty: 5030.486816
	Iteration 30Q: 3 clusters Score -2893646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2893689.000000 Penalty: 5030.486816
	Iteration 31Q: 3 clusters Score -2893689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2893710.750000 Penalty: 5030.486816
	Iteration 32Q: 3 clusters Score -2893711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2893714.750000 Penalty: 5030.486816
	Iteration 33Q: 3 clusters Score -2893715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2893727.250000 Penalty: 5030.486816
	Iteration 34Q: 3 clusters Score -2893727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2893736.250000 Penalty: 5030.486816
	Iteration 35Q: 3 clusters Score -2893736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2893740.250000 Penalty: 5030.486816
	Iteration 36Q: 3 clusters Score -2893740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2893743.250000 Penalty: 5030.486816
	Iteration 37Q: 3 clusters Score -2893743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2893750.750000 Penalty: 5030.486816
	Iteration 38Q: 3 clusters Score -2893751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2893745.250000 Penalty: 5030.486816
	Iteration 39Q: 3 clusters Score -2893745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2893748.000000 Penalty: 5030.486816
	Iteration 40F: 3 clusters Score -2893748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2893754.000000 Penalty: 5030.486816
	Iteration 41Q: 3 clusters Score -2893754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2893750.750000 Penalty: 5030.486816
	Iteration 42Q: 3 clusters Score -2893751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2893749.250000 Penalty: 5030.486816
	Iteration 43Q: 3 clusters Score -2893749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2893748.500000 Penalty: 5030.486816
	Iteration 44Q: 3 clusters Score -2893748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2893748.500000 Penalty: 5030.486816
	Iteration 45Q: 3 clusters Score -2893748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2893749.750000 Penalty: 5030.486816
	Iteration 46Q: 3 clusters Score -2893750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2893751.500000 Penalty: 5030.486816
	Iteration 47Q: 3 clusters Score -2893752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2893756.250000 Penalty: 5030.486816
	Iteration 48Q: 3 clusters Score -2893756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2893755.500000 Penalty: 5030.486816
	Iteration 49Q: 3 clusters Score -2893756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2893756.500000 Penalty: 5030.486816
	Iteration 50Q: 3 clusters Score -2893756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2893752.250000 Penalty: 5030.486816
	Iteration 51Q: 3 clusters Score -2893752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2893752.500000 Penalty: 5030.486816
	Iteration 52Q: 3 clusters Score -2893752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2893753.750000 Penalty: 5030.486816
	Iteration 53Q: 3 clusters Score -2893754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2893756.000000 Penalty: 5030.486816
	Iteration 54Q: 3 clusters Score -2893756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2893754.250000 Penalty: 5030.486816
	Iteration 55Q: 3 clusters Score -2893754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2893752.750000 Penalty: 5030.486816
	Iteration 56Q: 3 clusters Score -2893753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2893752.750000 Penalty: 5030.486816
	Iteration 57F: 3 clusters Score -2893753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Entering Unmasked Estep 
Score: -141895760.000000 Penalty: 103959.773438
Splitting cluster 13 changes total score from -141839072.000000 to -141895760.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -148234.640625 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -148234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146175.656250 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -146175.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147549.546875 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -147549.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -148512.546875 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -148512.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -149202.437500 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -149202.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149840.687500 Penalty: 3636.530762
	Iteration 4F: 3 clusters Score -149840.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -150436.468750 Penalty: 3636.530762
	Iteration 5F: 3 clusters Score -150436.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -150843.687500 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -150843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -151109.843750 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -151109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151410.921875 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -151410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151415.062500 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -151415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -151426.406250 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -151426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -151434.546875 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -151434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151455.078125 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -151455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151483.921875 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -151483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151487.000000 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -151487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -151489.046875 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -151489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -151489.421875 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -151489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -151489.421875 Penalty: 3636.530762
	Iteration 17F: 3 clusters Score -151489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 173506 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Entering Unmasked Estep 
Score: -141897808.000000 Penalty: 107425.101562
Splitting cluster 14 changes total score from -141839072.000000 to -141897808.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (173506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Entering Unmasked Estep 
Score: -21431260.000000 Penalty: 2991.864014
	Iteration 0F: 2 clusters Score -2.143126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -21314840.000000 Penalty: 5983.728027
	Iteration 0F: 3 clusters Score -2.131484e+07 nChanged 83091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -21363150.000000 Penalty: 5983.728027
	Iteration 1F: 3 clusters Score -2.136315e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -21364896.000000 Penalty: 5983.728027
	Iteration 2Q: 3 clusters Score -2.13649e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -21367108.000000 Penalty: 5983.728027
	Iteration 3Q: 3 clusters Score -2.136711e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -21370378.000000 Penalty: 5983.728027
	Iteration 4Q: 3 clusters Score -2.137038e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -21375522.000000 Penalty: 5983.728027
	Iteration 5F: 3 clusters Score -2.137552e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -21382272.000000 Penalty: 5983.728027
	Iteration 6F: 3 clusters Score -2.138227e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -21390104.000000 Penalty: 5983.728027
	Iteration 7F: 3 clusters Score -2.13901e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124727 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -21398552.000000 Penalty: 5983.728027
	Iteration 8F: 3 clusters Score -2.139855e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -21406140.000000 Penalty: 5983.728027
	Iteration 9F: 3 clusters Score -2.140614e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -21412532.000000 Penalty: 5983.728027
	Iteration 10F: 3 clusters Score -2.141253e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -21418458.000000 Penalty: 5983.728027
	Iteration 11Q: 3 clusters Score -2.141846e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -21423542.000000 Penalty: 5983.728027
	Iteration 12Q: 3 clusters Score -2.142354e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -21427206.000000 Penalty: 5983.728027
	Iteration 13Q: 3 clusters Score -2.142721e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -21430068.000000 Penalty: 5983.728027
	Iteration 14Q: 3 clusters Score -2.143007e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -21432480.000000 Penalty: 5983.728027
	Iteration 15Q: 3 clusters Score -2.143248e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -21434408.000000 Penalty: 5983.728027
	Iteration 16Q: 3 clusters Score -2.143441e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -21435202.000000 Penalty: 5983.728027
	Iteration 17Q: 3 clusters Score -2.14352e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -21435590.000000 Penalty: 5983.728027
	Iteration 18Q: 3 clusters Score -2.143559e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -21435702.000000 Penalty: 5983.728027
	Iteration 19Q: 3 clusters Score -2.14357e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21435806.000000 Penalty: 5983.728027
	Iteration 20F: 3 clusters Score -2.143581e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -21435804.000000 Penalty: 5983.728027
	Iteration 21Q: 3 clusters Score -2.14358e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -21435822.000000 Penalty: 5983.728027
	Iteration 22Q: 3 clusters Score -2.143582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -21435840.000000 Penalty: 5983.728027
	Iteration 23Q: 3 clusters Score -2.143584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -21435834.000000 Penalty: 5983.728027
	Iteration 24Q: 3 clusters Score -2.143583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168783 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -21435852.000000 Penalty: 5983.728027
	Iteration 25Q: 3 clusters Score -2.143585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -21435858.000000 Penalty: 5983.728027
	Iteration 26Q: 3 clusters Score -2.143586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -21435866.000000 Penalty: 5983.728027
	Iteration 27Q: 3 clusters Score -2.143587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -21435878.000000 Penalty: 5983.728027
	Iteration 28Q: 3 clusters Score -2.143588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -21435884.000000 Penalty: 5983.728027
	Iteration 29Q: 3 clusters Score -2.143588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -21435878.000000 Penalty: 5983.728027
	Iteration 30Q: 3 clusters Score -2.143588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -21435874.000000 Penalty: 5983.728027
	Iteration 31Q: 3 clusters Score -2.143587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -21435872.000000 Penalty: 5983.728027
	Iteration 32Q: 3 clusters Score -2.143587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21435874.000000 Penalty: 5983.728027
	Iteration 33Q: 3 clusters Score -2.143587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21435866.000000 Penalty: 5983.728027
	Iteration 34Q: 3 clusters Score -2.143587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21435880.000000 Penalty: 5983.728027
	Iteration 35Q: 3 clusters Score -2.143588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168839 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21435872.000000 Penalty: 5983.728027
	Iteration 36Q: 3 clusters Score -2.143587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -21435872.000000 Penalty: 5983.728027
	Iteration 37Q: 3 clusters Score -2.143587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -21435872.000000 Penalty: 5983.728027
	Iteration 38F: 3 clusters Score -2.143587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 56930 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 4662 members 
Entering Unmasked Estep 
Score: -141902688.000000 Penalty: 110890.429688
Splitting cluster 15 changes total score from -141839072.000000 to -141902688.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (56930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Entering Unmasked Estep 
Score: -6951290.000000 Penalty: 2715.495117
	Iteration 0F: 2 clusters Score -6951290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -6912939.000000 Penalty: 5430.990234
	Iteration 0F: 3 clusters Score -6912939 nChanged 26556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -6928848.000000 Penalty: 5430.990234
	Iteration 1F: 3 clusters Score -6928848 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -6931424.500000 Penalty: 5430.990234
	Iteration 2F: 3 clusters Score -6931424 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -6934313.000000 Penalty: 5430.990234
	Iteration 3F: 3 clusters Score -6934313 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6937566.500000 Penalty: 5430.990234
	Iteration 4F: 3 clusters Score -6937566 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -6941344.000000 Penalty: 5430.990234
	Iteration 5F: 3 clusters Score -6941344 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6945005.000000 Penalty: 5430.990234
	Iteration 6F: 3 clusters Score -6945005 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -6947629.000000 Penalty: 5430.990234
	Iteration 7F: 3 clusters Score -6947629 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -6949283.500000 Penalty: 5430.990234
	Iteration 8Q: 3 clusters Score -6949284 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6950431.500000 Penalty: 5430.990234
	Iteration 9Q: 3 clusters Score -6950432 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -6951477.000000 Penalty: 5430.990234
	Iteration 10Q: 3 clusters Score -6951477 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -6952392.500000 Penalty: 5430.990234
	Iteration 11Q: 3 clusters Score -6952392 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6953182.000000 Penalty: 5430.990234
	Iteration 12Q: 3 clusters Score -6953182 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6953656.500000 Penalty: 5430.990234
	Iteration 13Q: 3 clusters Score -6953656 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -6953936.000000 Penalty: 5430.990234
	Iteration 14Q: 3 clusters Score -6953936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6954060.500000 Penalty: 5430.990234
	Iteration 15Q: 3 clusters Score -6954060 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -6954171.000000 Penalty: 5430.990234
	Iteration 16Q: 3 clusters Score -6954171 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6954276.500000 Penalty: 5430.990234
	Iteration 17Q: 3 clusters Score -6954276 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6954311.000000 Penalty: 5430.990234
	Iteration 18Q: 3 clusters Score -6954311 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -6954335.000000 Penalty: 5430.990234
	Iteration 19Q: 3 clusters Score -6954335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6954348.500000 Penalty: 5430.990234
	Iteration 20F: 3 clusters Score -6954348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6954328.500000 Penalty: 5430.990234
	Iteration 21Q: 3 clusters Score -6954328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6954348.500000 Penalty: 5430.990234
	Iteration 22Q: 3 clusters Score -6954348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6954356.000000 Penalty: 5430.990234
	Iteration 23Q: 3 clusters Score -6954356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6954352.500000 Penalty: 5430.990234
	Iteration 24Q: 3 clusters Score -6954352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6954356.000000 Penalty: 5430.990234
	Iteration 25Q: 3 clusters Score -6954356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6954366.000000 Penalty: 5430.990234
	Iteration 26Q: 3 clusters Score -6954366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6954361.000000 Penalty: 5430.990234
	Iteration 27Q: 3 clusters Score -6954361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6954360.000000 Penalty: 5430.990234
	Iteration 28Q: 3 clusters Score -6954360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6954376.000000 Penalty: 5430.990234
	Iteration 29Q: 3 clusters Score -6954376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6954369.500000 Penalty: 5430.990234
	Iteration 30Q: 3 clusters Score -6954370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6954366.000000 Penalty: 5430.990234
	Iteration 31Q: 3 clusters Score -6954366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6954360.000000 Penalty: 5430.990234
	Iteration 32Q: 3 clusters Score -6954360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6954365.500000 Penalty: 5430.990234
	Iteration 33Q: 3 clusters Score -6954366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6954369.000000 Penalty: 5430.990234
	Iteration 34Q: 3 clusters Score -6954369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -6954371.000000 Penalty: 5430.990234
	Iteration 35Q: 3 clusters Score -6954371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6954372.500000 Penalty: 5430.990234
	Iteration 36Q: 3 clusters Score -6954372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6954370.000000 Penalty: 5430.990234
	Iteration 37Q: 3 clusters Score -6954370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6954370.000000 Penalty: 5430.990234
	Iteration 38F: 3 clusters Score -6954370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 6185 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 3752 members 
Entering Unmasked Estep 
Score: -141905360.000000 Penalty: 114355.757812
Splitting cluster 17 changes total score from -141839072.000000 to -141905360.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (28375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Entering Unmasked Estep 
Score: -3607651.750000 Penalty: 2542.809326
	Iteration 0F: 2 clusters Score -3607652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3588146.750000 Penalty: 5085.618652
	Iteration 0F: 3 clusters Score -3588147 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3595062.250000 Penalty: 5085.618652
	Iteration 1F: 3 clusters Score -3595062 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3595542.250000 Penalty: 5085.618652
	Iteration 2Q: 3 clusters Score -3595542 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3596018.250000 Penalty: 5085.618652
	Iteration 3Q: 3 clusters Score -3596018 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3596528.000000 Penalty: 5085.618652
	Iteration 4Q: 3 clusters Score -3596528 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3597150.250000 Penalty: 5085.618652
	Iteration 5Q: 3 clusters Score -3597150 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3598039.500000 Penalty: 5085.618652
	Iteration 6F: 3 clusters Score -3598040 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3599306.500000 Penalty: 5085.618652
	Iteration 7F: 3 clusters Score -3599306 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3600867.250000 Penalty: 5085.618652
	Iteration 8F: 3 clusters Score -3600867 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3602499.250000 Penalty: 5085.618652
	Iteration 9F: 3 clusters Score -3602499 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3603730.500000 Penalty: 5085.618652
	Iteration 10Q: 3 clusters Score -3603730 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3604551.000000 Penalty: 5085.618652
	Iteration 11Q: 3 clusters Score -3604551 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3605009.750000 Penalty: 5085.618652
	Iteration 12Q: 3 clusters Score -3605010 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3605292.750000 Penalty: 5085.618652
	Iteration 13Q: 3 clusters Score -3605293 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3605497.250000 Penalty: 5085.618652
	Iteration 14Q: 3 clusters Score -3605497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3605610.000000 Penalty: 5085.618652
	Iteration 15Q: 3 clusters Score -3605610 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3605695.000000 Penalty: 5085.618652
	Iteration 16Q: 3 clusters Score -3605695 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3605767.500000 Penalty: 5085.618652
	Iteration 17Q: 3 clusters Score -3605768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3605814.750000 Penalty: 5085.618652
	Iteration 18Q: 3 clusters Score -3605815 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3605868.500000 Penalty: 5085.618652
	Iteration 19Q: 3 clusters Score -3605868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3605899.500000 Penalty: 5085.618652
	Iteration 20F: 3 clusters Score -3605900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3605916.250000 Penalty: 5085.618652
	Iteration 21Q: 3 clusters Score -3605916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3605924.750000 Penalty: 5085.618652
	Iteration 22Q: 3 clusters Score -3605925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3605940.250000 Penalty: 5085.618652
	Iteration 23Q: 3 clusters Score -3605940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3605951.000000 Penalty: 5085.618652
	Iteration 24Q: 3 clusters Score -3605951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3605955.250000 Penalty: 5085.618652
	Iteration 25Q: 3 clusters Score -3605955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3605961.750000 Penalty: 5085.618652
	Iteration 26Q: 3 clusters Score -3605962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3605965.750000 Penalty: 5085.618652
	Iteration 27Q: 3 clusters Score -3605966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3605967.000000 Penalty: 5085.618652
	Iteration 28Q: 3 clusters Score -3605967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3605979.500000 Penalty: 5085.618652
	Iteration 29Q: 3 clusters Score -3605980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3605982.250000 Penalty: 5085.618652
	Iteration 30Q: 3 clusters Score -3605982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3605984.500000 Penalty: 5085.618652
	Iteration 31Q: 3 clusters Score -3605984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3605987.250000 Penalty: 5085.618652
	Iteration 32Q: 3 clusters Score -3605987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3605989.000000 Penalty: 5085.618652
	Iteration 33Q: 3 clusters Score -3605989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3605990.000000 Penalty: 5085.618652
	Iteration 34Q: 3 clusters Score -3605990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3605992.750000 Penalty: 5085.618652
	Iteration 35Q: 3 clusters Score -3605993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3605997.500000 Penalty: 5085.618652
	Iteration 36Q: 3 clusters Score -3605998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3605996.500000 Penalty: 5085.618652
	Iteration 37Q: 3 clusters Score -3605996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3605998.750000 Penalty: 5085.618652
	Iteration 38Q: 3 clusters Score -3605999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3606005.500000 Penalty: 5085.618652
	Iteration 39Q: 3 clusters Score -3606006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3606002.750000 Penalty: 5085.618652
	Iteration 40F: 3 clusters Score -3606003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3606006.250000 Penalty: 5085.618652
	Iteration 41Q: 3 clusters Score -3606006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3606007.500000 Penalty: 5085.618652
	Iteration 42Q: 3 clusters Score -3606008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3606007.750000 Penalty: 5085.618652
	Iteration 43Q: 3 clusters Score -3606008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3606007.750000 Penalty: 5085.618652
	Iteration 44Q: 3 clusters Score -3606008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3606006.000000 Penalty: 5085.618652
	Iteration 45Q: 3 clusters Score -3606006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3606007.000000 Penalty: 5085.618652
	Iteration 46Q: 3 clusters Score -3606007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3606006.500000 Penalty: 5085.618652
	Iteration 47Q: 3 clusters Score -3606006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3606007.750000 Penalty: 5085.618652
	Iteration 48Q: 3 clusters Score -3606008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3606007.500000 Penalty: 5085.618652
	Iteration 49Q: 3 clusters Score -3606008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3606007.500000 Penalty: 5085.618652
	Iteration 50F: 3 clusters Score -3606008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Entering Unmasked Estep 
Score: -645935.312500 Penalty: 2165.010742
	Iteration 0F: 2 clusters Score -645935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -640818.875000 Penalty: 4330.021484
	Iteration 0F: 3 clusters Score -640818.9 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -643602.312500 Penalty: 4330.021484
	Iteration 1F: 3 clusters Score -643602.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -645428.187500 Penalty: 4330.021484
	Iteration 2F: 3 clusters Score -645428.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -646633.750000 Penalty: 4330.021484
	Iteration 3F: 3 clusters Score -646633.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -647581.312500 Penalty: 4330.021484
	Iteration 4F: 3 clusters Score -647581.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -647968.250000 Penalty: 4330.021484
	Iteration 5F: 3 clusters Score -647968.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -648183.062500 Penalty: 4330.021484
	Iteration 6Q: 3 clusters Score -648183.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -648455.500000 Penalty: 4330.021484
	Iteration 7Q: 3 clusters Score -648455.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -648746.875000 Penalty: 4330.021484
	Iteration 8Q: 3 clusters Score -648746.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -649222.125000 Penalty: 4330.021484
	Iteration 9Q: 3 clusters Score -649222.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -649796.500000 Penalty: 4330.021484
	Iteration 10Q: 3 clusters Score -649796.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -650217.062500 Penalty: 4330.021484
	Iteration 11Q: 3 clusters Score -650217.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -650395.375000 Penalty: 4330.021484
	Iteration 12Q: 3 clusters Score -650395.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -650574.500000 Penalty: 4330.021484
	Iteration 13Q: 3 clusters Score -650574.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -650765.187500 Penalty: 4330.021484
	Iteration 14Q: 3 clusters Score -650765.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -650968.062500 Penalty: 4330.021484
	Iteration 15Q: 3 clusters Score -650968.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -651255.375000 Penalty: 4330.021484
	Iteration 16Q: 3 clusters Score -651255.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -651590.375000 Penalty: 4330.021484
	Iteration 17Q: 3 clusters Score -651590.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -651871.062500 Penalty: 4330.021484
	Iteration 18Q: 3 clusters Score -651871.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -652171.250000 Penalty: 4330.021484
	Iteration 19Q: 3 clusters Score -652171.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -652393.437500 Penalty: 4330.021484
	Iteration 20F: 3 clusters Score -652393.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -652498.375000 Penalty: 4330.021484
	Iteration 21Q: 3 clusters Score -652498.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -652544.375000 Penalty: 4330.021484
	Iteration 22Q: 3 clusters Score -652544.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -652583.687500 Penalty: 4330.021484
	Iteration 23Q: 3 clusters Score -652583.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -652612.812500 Penalty: 4330.021484
	Iteration 24Q: 3 clusters Score -652612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -652637.000000 Penalty: 4330.021484
	Iteration 25Q: 3 clusters Score -652637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -652659.812500 Penalty: 4330.021484
	Iteration 26Q: 3 clusters Score -652659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -652673.437500 Penalty: 4330.021484
	Iteration 27Q: 3 clusters Score -652673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -652679.500000 Penalty: 4330.021484
	Iteration 28Q: 3 clusters Score -652679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -652680.125000 Penalty: 4330.021484
	Iteration 29Q: 3 clusters Score -652680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -652682.312500 Penalty: 4330.021484
	Iteration 30Q: 3 clusters Score -652682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -652685.187500 Penalty: 4330.021484
	Iteration 31Q: 3 clusters Score -652685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -652686.500000 Penalty: 4330.021484
	Iteration 32Q: 3 clusters Score -652686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -652687.687500 Penalty: 4330.021484
	Iteration 33Q: 3 clusters Score -652687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -652687.687500 Penalty: 4330.021484
	Iteration 34F: 3 clusters Score -652687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 17526 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 5558 members 
Entering Unmasked Estep 
Score: -141910832.000000 Penalty: 117821.078125
Splitting cluster 19 changes total score from -141839072.000000 to -141910832.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (17526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Entering Unmasked Estep 
Score: -2100122.500000 Penalty: 2423.317139
	Iteration 0F: 2 clusters Score -2100122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2087727.625000 Penalty: 4846.634277
	Iteration 0F: 3 clusters Score -2087728 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2093068.375000 Penalty: 4846.634277
	Iteration 1F: 3 clusters Score -2093068 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2095242.125000 Penalty: 4846.634277
	Iteration 2F: 3 clusters Score -2095242 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2097349.250000 Penalty: 4846.634277
	Iteration 3F: 3 clusters Score -2097349 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2098669.000000 Penalty: 4846.634277
	Iteration 4F: 3 clusters Score -2098669 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2099464.000000 Penalty: 4846.634277
	Iteration 5F: 3 clusters Score -2099464 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2099921.000000 Penalty: 4846.634277
	Iteration 6Q: 3 clusters Score -2099921 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2100191.500000 Penalty: 4846.634277
	Iteration 7Q: 3 clusters Score -2100192 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2100358.750000 Penalty: 4846.634277
	Iteration 8Q: 3 clusters Score -2100359 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2100465.250000 Penalty: 4846.634277
	Iteration 9Q: 3 clusters Score -2100465 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2100548.250000 Penalty: 4846.634277
	Iteration 10Q: 3 clusters Score -2100548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2100639.750000 Penalty: 4846.634277
	Iteration 11Q: 3 clusters Score -2100640 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2100748.500000 Penalty: 4846.634277
	Iteration 12Q: 3 clusters Score -2100748 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2100843.500000 Penalty: 4846.634277
	Iteration 13Q: 3 clusters Score -2100844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2100930.750000 Penalty: 4846.634277
	Iteration 14Q: 3 clusters Score -2100931 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2101040.500000 Penalty: 4846.634277
	Iteration 15Q: 3 clusters Score -2101040 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2101157.000000 Penalty: 4846.634277
	Iteration 16Q: 3 clusters Score -2101157 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2101282.500000 Penalty: 4846.634277
	Iteration 17Q: 3 clusters Score -2101282 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2101426.500000 Penalty: 4846.634277
	Iteration 18Q: 3 clusters Score -2101426 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2101589.000000 Penalty: 4846.634277
	Iteration 19Q: 3 clusters Score -2101589 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2101717.250000 Penalty: 4846.634277
	Iteration 20F: 3 clusters Score -2101717 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2101797.500000 Penalty: 4846.634277
	Iteration 21Q: 3 clusters Score -2101798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2101864.000000 Penalty: 4846.634277
	Iteration 22Q: 3 clusters Score -2101864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2101912.750000 Penalty: 4846.634277
	Iteration 23Q: 3 clusters Score -2101913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2101940.250000 Penalty: 4846.634277
	Iteration 24Q: 3 clusters Score -2101940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2101960.000000 Penalty: 4846.634277
	Iteration 25Q: 3 clusters Score -2101960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2101977.500000 Penalty: 4846.634277
	Iteration 26Q: 3 clusters Score -2101978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2101985.750000 Penalty: 4846.634277
	Iteration 27Q: 3 clusters Score -2101986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2102000.000000 Penalty: 4846.634277
	Iteration 28Q: 3 clusters Score -2102000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2102005.000000 Penalty: 4846.634277
	Iteration 29Q: 3 clusters Score -2102005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2102006.000000 Penalty: 4846.634277
	Iteration 30Q: 3 clusters Score -2102006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2102011.000000 Penalty: 4846.634277
	Iteration 31Q: 3 clusters Score -2102011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2102011.250000 Penalty: 4846.634277
	Iteration 32Q: 3 clusters Score -2102011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2102018.500000 Penalty: 4846.634277
	Iteration 33Q: 3 clusters Score -2102018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2102017.000000 Penalty: 4846.634277
	Iteration 34Q: 3 clusters Score -2102017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2102011.250000 Penalty: 4846.634277
	Iteration 35Q: 3 clusters Score -2102011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2102013.000000 Penalty: 4846.634277
	Iteration 36Q: 3 clusters Score -2102013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2102016.750000 Penalty: 4846.634277
	Iteration 37Q: 3 clusters Score -2102017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2102016.500000 Penalty: 4846.634277
	Iteration 38Q: 3 clusters Score -2102016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2102014.500000 Penalty: 4846.634277
	Iteration 39Q: 3 clusters Score -2102014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2102016.500000 Penalty: 4846.634277
	Iteration 40F: 3 clusters Score -2102016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2102017.250000 Penalty: 4846.634277
	Iteration 41Q: 3 clusters Score -2102017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2102016.000000 Penalty: 4846.634277
	Iteration 42Q: 3 clusters Score -2102016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2102015.000000 Penalty: 4846.634277
	Iteration 43Q: 3 clusters Score -2102015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2102022.500000 Penalty: 4846.634277
	Iteration 44Q: 3 clusters Score -2102022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2102022.000000 Penalty: 4846.634277
	Iteration 45Q: 3 clusters Score -2102022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2102023.000000 Penalty: 4846.634277
	Iteration 46Q: 3 clusters Score -2102023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2102023.000000 Penalty: 4846.634277
	Iteration 47F: 3 clusters Score -2102023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 5558 members 
Mstep: Class 35 contains 10555 members 
Entering Unmasked Estep 
Score: -141913696.000000 Penalty: 121286.406250
Splitting cluster 20 changes total score from -141839072.000000 to -141913696.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -263197.312500 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -263197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -260504.000000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -260504 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -261736.140625 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -261736.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -262876.718750 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -262876.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -264349.218750 Penalty: 3855.494141
	Iteration 3F: 3 clusters Score -264349.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266252.718750 Penalty: 3855.494141
	Iteration 4F: 3 clusters Score -266252.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267249.125000 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -267249.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -268145.000000 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -268145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -268574.968750 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -268575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -268733.250000 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -268733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -268735.187500 Penalty: 3855.494141
	Iteration 9F: 3 clusters Score -268735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268739.187500 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -268739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268739.750000 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -268739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268739.750000 Penalty: 3855.494141
	Iteration 12F: 3 clusters Score -268739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 36845 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 38314 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 4005 members 
Mstep: Class 30 contains 22469 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 5558 members 
Mstep: Class 35 contains 10555 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
Score: -141916112.000000 Penalty: 124751.734375
Splitting cluster 21 changes total score from -141839072.000000 to -141916112.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 49376 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 200141 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 342820 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 168844 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141933040.000000 Penalty: 124751.734375
Iteration 39Q: 37 clusters Score -1.41933e+08 nChanged 29572
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 35492 members 
Mstep: Class 3 contains 11857 members 
Mstep: Class 4 contains 50600 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 480 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 199262 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 61001 members 
Mstep: Class 11 contains 11651 members 
Mstep: Class 12 contains 341946 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 168155 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 54835 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 861 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 35186 members 
Mstep: Class 23 contains 1671 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 37271 members 
Mstep: Class 27 contains 11233 members 
Mstep: Class 28 contains 2992 members 
Mstep: Class 29 contains 4009 members 
Mstep: Class 30 contains 21779 members 
Mstep: Class 31 contains 768 members 
Mstep: Class 32 contains 4697 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 5288 members 
Mstep: Class 35 contains 10105 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141951840.000000 Penalty: 124751.734375
Iteration 40F: 37 clusters Score -1.419518e+08 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 11941 members 
Mstep: Class 4 contains 50933 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 196880 members 
Mstep: Class 9 contains 14979 members 
Mstep: Class 10 contains 60539 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 340515 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 166319 members 
Mstep: Class 16 contains 5370 members 
Mstep: Class 17 contains 55710 members 
Mstep: Class 18 contains 27909 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 34899 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 966 members 
Mstep: Class 26 contains 37602 members 
Mstep: Class 27 contains 13379 members 
Mstep: Class 28 contains 2733 members 
Mstep: Class 29 contains 4404 members 
Mstep: Class 30 contains 22659 members 
Mstep: Class 31 contains 774 members 
Mstep: Class 32 contains 5114 members 
Mstep: Class 33 contains 3911 members 
Mstep: Class 34 contains 5555 members 
Mstep: Class 35 contains 10286 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141961008.000000 Penalty: 124751.734375
Iteration 41Q: 37 clusters Score -1.41961e+08 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 34384 members 
Mstep: Class 3 contains 12059 members 
Mstep: Class 4 contains 51129 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 194926 members 
Mstep: Class 9 contains 15334 members 
Mstep: Class 10 contains 60168 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 339678 members 
Mstep: Class 13 contains 3843 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 164981 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 56311 members 
Mstep: Class 18 contains 27642 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 34453 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 962 members 
Mstep: Class 26 contains 37870 members 
Mstep: Class 27 contains 14673 members 
Mstep: Class 28 contains 2592 members 
Mstep: Class 29 contains 4666 members 
Mstep: Class 30 contains 23142 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 5389 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 5730 members 
Mstep: Class 35 contains 10308 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141965296.000000 Penalty: 124751.734375
Iteration 42Q: 37 clusters Score -1.419653e+08 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 34118 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 51293 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 193132 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 59894 members 
Mstep: Class 11 contains 12343 members 
Mstep: Class 12 contains 339063 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 163949 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 56783 members 
Mstep: Class 18 contains 27366 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 34044 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 445 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 38153 members 
Mstep: Class 27 contains 15787 members 
Mstep: Class 28 contains 2492 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 23485 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 5605 members 
Mstep: Class 33 contains 4143 members 
Mstep: Class 34 contains 5830 members 
Mstep: Class 35 contains 10311 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969712.000000 Penalty: 124751.734375
Iteration 43Q: 37 clusters Score -1.419697e+08 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 33891 members 
Mstep: Class 3 contains 12310 members 
Mstep: Class 4 contains 51491 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 191549 members 
Mstep: Class 9 contains 15868 members 
Mstep: Class 10 contains 59705 members 
Mstep: Class 11 contains 12453 members 
Mstep: Class 12 contains 338459 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 163126 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 57140 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 33676 members 
Mstep: Class 23 contains 2006 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 38373 members 
Mstep: Class 27 contains 16741 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 5022 members 
Mstep: Class 30 contains 23671 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 4255 members 
Mstep: Class 34 contains 5906 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972336.000000 Penalty: 124751.734375
Iteration 44Q: 37 clusters Score -1.419723e+08 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 33675 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 51666 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 190239 members 
Mstep: Class 9 contains 16100 members 
Mstep: Class 10 contains 59548 members 
Mstep: Class 11 contains 12527 members 
Mstep: Class 12 contains 337962 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 162434 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 57410 members 
Mstep: Class 18 contains 27010 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 33350 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 38601 members 
Mstep: Class 27 contains 17489 members 
Mstep: Class 28 contains 2378 members 
Mstep: Class 29 contains 5185 members 
Mstep: Class 30 contains 23769 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 5988 members 
Mstep: Class 33 contains 4362 members 
Mstep: Class 34 contains 5939 members 
Mstep: Class 35 contains 10297 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141974816.000000 Penalty: 124751.734375
Iteration 45Q: 37 clusters Score -1.419748e+08 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 33484 members 
Mstep: Class 3 contains 12461 members 
Mstep: Class 4 contains 51855 members 
Mstep: Class 5 contains 2694 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 189089 members 
Mstep: Class 9 contains 16286 members 
Mstep: Class 10 contains 59418 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 337588 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 161851 members 
Mstep: Class 16 contains 4958 members 
Mstep: Class 17 contains 57613 members 
Mstep: Class 18 contains 26855 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 33016 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 38779 members 
Mstep: Class 27 contains 18167 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 5319 members 
Mstep: Class 30 contains 23835 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6157 members 
Mstep: Class 33 contains 4455 members 
Mstep: Class 34 contains 5980 members 
Mstep: Class 35 contains 10284 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141976496.000000 Penalty: 124751.734375
Iteration 46Q: 37 clusters Score -1.419765e+08 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 33313 members 
Mstep: Class 3 contains 12504 members 
Mstep: Class 4 contains 51999 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 11078 members 
Mstep: Class 8 contains 188078 members 
Mstep: Class 9 contains 16446 members 
Mstep: Class 10 contains 59341 members 
Mstep: Class 11 contains 12635 members 
Mstep: Class 12 contains 337334 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 161370 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 57799 members 
Mstep: Class 18 contains 26720 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 32725 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 38918 members 
Mstep: Class 27 contains 18743 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 5431 members 
Mstep: Class 30 contains 23864 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6318 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 5996 members 
Mstep: Class 35 contains 10281 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141977968.000000 Penalty: 124751.734375
Iteration 47Q: 37 clusters Score -1.41978e+08 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 33181 members 
Mstep: Class 3 contains 12551 members 
Mstep: Class 4 contains 52126 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 187234 members 
Mstep: Class 9 contains 16569 members 
Mstep: Class 10 contains 59279 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 337217 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 160980 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 57933 members 
Mstep: Class 18 contains 26599 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 32489 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39047 members 
Mstep: Class 27 contains 19210 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 5510 members 
Mstep: Class 30 contains 23896 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6447 members 
Mstep: Class 33 contains 4624 members 
Mstep: Class 34 contains 5995 members 
Mstep: Class 35 contains 10283 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978432.000000 Penalty: 124751.734375
Iteration 48Q: 37 clusters Score -1.419784e+08 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 33003 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 52251 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 186664 members 
Mstep: Class 9 contains 16664 members 
Mstep: Class 10 contains 59243 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 337056 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 160597 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 58038 members 
Mstep: Class 18 contains 26495 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 6973 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 32278 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39174 members 
Mstep: Class 27 contains 19621 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 5567 members 
Mstep: Class 30 contains 23955 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6549 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 6003 members 
Mstep: Class 35 contains 10274 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979056.000000 Penalty: 124751.734375
Iteration 49Q: 37 clusters Score -1.419791e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 32871 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 52368 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 12581 members 
Mstep: Class 8 contains 186192 members 
Mstep: Class 9 contains 16746 members 
Mstep: Class 10 contains 59209 members 
Mstep: Class 11 contains 12685 members 
Mstep: Class 12 contains 336943 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 160260 members 
Mstep: Class 16 contains 4967 members 
Mstep: Class 17 contains 58110 members 
Mstep: Class 18 contains 26423 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 32107 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 438 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39274 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5633 members 
Mstep: Class 30 contains 24001 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6619 members 
Mstep: Class 33 contains 4776 members 
Mstep: Class 34 contains 6013 members 
Mstep: Class 35 contains 10273 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979472.000000 Penalty: 124751.734375
Iteration 50Q: 37 clusters Score -1.419795e+08 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 32728 members 
Mstep: Class 3 contains 12631 members 
Mstep: Class 4 contains 52450 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 12876 members 
Mstep: Class 8 contains 185829 members 
Mstep: Class 9 contains 16826 members 
Mstep: Class 10 contains 59190 members 
Mstep: Class 11 contains 12696 members 
Mstep: Class 12 contains 336832 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 159958 members 
Mstep: Class 16 contains 4973 members 
Mstep: Class 17 contains 58177 members 
Mstep: Class 18 contains 26375 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31962 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39371 members 
Mstep: Class 27 contains 20304 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 5695 members 
Mstep: Class 30 contains 24020 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6698 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 6018 members 
Mstep: Class 35 contains 10272 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980080.000000 Penalty: 124751.734375
Iteration 51Q: 37 clusters Score -1.419801e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 32580 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 52501 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 185542 members 
Mstep: Class 9 contains 16905 members 
Mstep: Class 10 contains 59188 members 
Mstep: Class 11 contains 12706 members 
Mstep: Class 12 contains 336744 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 159692 members 
Mstep: Class 16 contains 4974 members 
Mstep: Class 17 contains 58223 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31828 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39441 members 
Mstep: Class 27 contains 20596 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 5744 members 
Mstep: Class 30 contains 24041 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 4888 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 10266 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980528.000000 Penalty: 124751.734375
Iteration 52Q: 37 clusters Score -1.419805e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 32465 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 52545 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 185315 members 
Mstep: Class 9 contains 16967 members 
Mstep: Class 10 contains 59198 members 
Mstep: Class 11 contains 12719 members 
Mstep: Class 12 contains 336658 members 
Mstep: Class 13 contains 4784 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 159466 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 26298 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31704 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39501 members 
Mstep: Class 27 contains 20812 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5789 members 
Mstep: Class 30 contains 24035 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 4936 members 
Mstep: Class 34 contains 6047 members 
Mstep: Class 35 contains 10267 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141980576.000000 Penalty: 124751.734375
Iteration 53Q: 37 clusters Score -1.419806e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 12658 members 
Mstep: Class 4 contains 52565 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 185179 members 
Mstep: Class 9 contains 17025 members 
Mstep: Class 10 contains 59188 members 
Mstep: Class 11 contains 12724 members 
Mstep: Class 12 contains 336626 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 159257 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 58315 members 
Mstep: Class 18 contains 26284 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31595 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39528 members 
Mstep: Class 27 contains 21005 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 5828 members 
Mstep: Class 30 contains 24027 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6885 members 
Mstep: Class 33 contains 4955 members 
Mstep: Class 34 contains 6063 members 
Mstep: Class 35 contains 10264 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981072.000000 Penalty: 124751.734375
Iteration 54Q: 37 clusters Score -1.419811e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 32299 members 
Mstep: Class 3 contains 12667 members 
Mstep: Class 4 contains 52607 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13745 members 
Mstep: Class 8 contains 185028 members 
Mstep: Class 9 contains 17081 members 
Mstep: Class 10 contains 59190 members 
Mstep: Class 11 contains 12728 members 
Mstep: Class 12 contains 336569 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 159075 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 58343 members 
Mstep: Class 18 contains 26269 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31508 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39563 members 
Mstep: Class 27 contains 21179 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 5863 members 
Mstep: Class 30 contains 24007 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6924 members 
Mstep: Class 33 contains 4970 members 
Mstep: Class 34 contains 6100 members 
Mstep: Class 35 contains 10262 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981296.000000 Penalty: 124751.734375
Iteration 55Q: 37 clusters Score -1.419813e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 32192 members 
Mstep: Class 3 contains 12673 members 
Mstep: Class 4 contains 52636 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13885 members 
Mstep: Class 8 contains 184879 members 
Mstep: Class 9 contains 17134 members 
Mstep: Class 10 contains 59194 members 
Mstep: Class 11 contains 12724 members 
Mstep: Class 12 contains 336590 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 158895 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 58371 members 
Mstep: Class 18 contains 26256 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 2120 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39600 members 
Mstep: Class 27 contains 21340 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5893 members 
Mstep: Class 30 contains 23992 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 6970 members 
Mstep: Class 33 contains 4968 members 
Mstep: Class 34 contains 6144 members 
Mstep: Class 35 contains 10258 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981360.000000 Penalty: 124751.734375
Iteration 56Q: 37 clusters Score -1.419814e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 32091 members 
Mstep: Class 3 contains 12680 members 
Mstep: Class 4 contains 52658 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 13989 members 
Mstep: Class 8 contains 184754 members 
Mstep: Class 9 contains 17182 members 
Mstep: Class 10 contains 59200 members 
Mstep: Class 11 contains 12722 members 
Mstep: Class 12 contains 336677 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 158740 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 58380 members 
Mstep: Class 18 contains 26238 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31346 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39624 members 
Mstep: Class 27 contains 21471 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 30 contains 23992 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 7008 members 
Mstep: Class 33 contains 4962 members 
Mstep: Class 34 contains 6180 members 
Mstep: Class 35 contains 10257 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981552.000000 Penalty: 124751.734375
Iteration 57Q: 37 clusters Score -1.419816e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 31999 members 
Mstep: Class 3 contains 12690 members 
Mstep: Class 4 contains 52681 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 14074 members 
Mstep: Class 8 contains 184650 members 
Mstep: Class 9 contains 17217 members 
Mstep: Class 10 contains 59203 members 
Mstep: Class 11 contains 12726 members 
Mstep: Class 12 contains 336751 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 158587 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 58385 members 
Mstep: Class 18 contains 26224 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31277 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39658 members 
Mstep: Class 27 contains 21571 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5959 members 
Mstep: Class 30 contains 24008 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 7044 members 
Mstep: Class 33 contains 4959 members 
Mstep: Class 34 contains 6220 members 
Mstep: Class 35 contains 10257 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981648.000000 Penalty: 124751.734375
Iteration 58Q: 37 clusters Score -1.419816e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 31903 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 52705 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 184577 members 
Mstep: Class 9 contains 17261 members 
Mstep: Class 10 contains 59205 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 336801 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 158440 members 
Mstep: Class 16 contains 5017 members 
Mstep: Class 17 contains 58369 members 
Mstep: Class 18 contains 26215 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31222 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39681 members 
Mstep: Class 27 contains 21665 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5995 members 
Mstep: Class 30 contains 24041 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 7071 members 
Mstep: Class 33 contains 4968 members 
Mstep: Class 34 contains 6245 members 
Mstep: Class 35 contains 10258 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981536.000000 Penalty: 124751.734375
Iteration 59Q: 37 clusters Score -1.419815e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 31790 members 
Mstep: Class 3 contains 12699 members 
Mstep: Class 4 contains 52726 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 14177 members 
Mstep: Class 8 contains 184553 members 
Mstep: Class 9 contains 17319 members 
Mstep: Class 10 contains 59218 members 
Mstep: Class 11 contains 12737 members 
Mstep: Class 12 contains 336825 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 158325 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 58372 members 
Mstep: Class 18 contains 26202 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31151 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39701 members 
Mstep: Class 27 contains 21736 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 24056 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 7097 members 
Mstep: Class 33 contains 4963 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 10256 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141982272.000000 Penalty: 124751.734375
Iteration 60F: 37 clusters Score -1.419823e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 31673 members 
Mstep: Class 3 contains 12706 members 
Mstep: Class 4 contains 52740 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 512 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 184537 members 
Mstep: Class 9 contains 17361 members 
Mstep: Class 10 contains 59246 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 336796 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 158198 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 58368 members 
Mstep: Class 18 contains 26203 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31091 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 959 members 
Mstep: Class 26 contains 39720 members 
Mstep: Class 27 contains 21795 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 24066 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7115 members 
Mstep: Class 33 contains 4998 members 
Mstep: Class 34 contains 6288 members 
Mstep: Class 35 contains 10256 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983056.000000 Penalty: 124751.734375
Iteration 61Q: 37 clusters Score -1.419831e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 31567 members 
Mstep: Class 3 contains 12706 members 
Mstep: Class 4 contains 52750 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 14391 members 
Mstep: Class 8 contains 184522 members 
Mstep: Class 9 contains 17393 members 
Mstep: Class 10 contains 59292 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 336762 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 158063 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 39724 members 
Mstep: Class 27 contains 21874 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6116 members 
Mstep: Class 30 contains 24044 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7129 members 
Mstep: Class 33 contains 5019 members 
Mstep: Class 34 contains 6324 members 
Mstep: Class 35 contains 10255 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983440.000000 Penalty: 124751.734375
Iteration 62Q: 37 clusters Score -1.419834e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 31438 members 
Mstep: Class 3 contains 12711 members 
Mstep: Class 4 contains 52757 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14450 members 
Mstep: Class 8 contains 184522 members 
Mstep: Class 9 contains 17417 members 
Mstep: Class 10 contains 59332 members 
Mstep: Class 11 contains 12742 members 
Mstep: Class 12 contains 336762 members 
Mstep: Class 13 contains 5074 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157937 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 58394 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30995 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39740 members 
Mstep: Class 27 contains 21942 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6158 members 
Mstep: Class 30 contains 24050 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7143 members 
Mstep: Class 33 contains 5047 members 
Mstep: Class 34 contains 6353 members 
Mstep: Class 35 contains 10254 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983440.000000 Penalty: 124751.734375
Iteration 63Q: 37 clusters Score -1.419834e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 31314 members 
Mstep: Class 3 contains 12714 members 
Mstep: Class 4 contains 52763 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 184527 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 59387 members 
Mstep: Class 11 contains 12746 members 
Mstep: Class 12 contains 336759 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157833 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 58431 members 
Mstep: Class 18 contains 26201 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30965 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39748 members 
Mstep: Class 27 contains 21998 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 24062 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7152 members 
Mstep: Class 33 contains 5064 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 10254 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983504.000000 Penalty: 124751.734375
Iteration 64Q: 37 clusters Score -1.419835e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 31147 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 52766 members 
Mstep: Class 5 contains 2727 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14530 members 
Mstep: Class 8 contains 184557 members 
Mstep: Class 9 contains 17459 members 
Mstep: Class 10 contains 59438 members 
Mstep: Class 11 contains 12751 members 
Mstep: Class 12 contains 336748 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157727 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 58466 members 
Mstep: Class 18 contains 26192 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30931 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39759 members 
Mstep: Class 27 contains 22056 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6246 members 
Mstep: Class 30 contains 24088 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 5089 members 
Mstep: Class 34 contains 6427 members 
Mstep: Class 35 contains 10253 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983824.000000 Penalty: 124751.734375
Iteration 65Q: 37 clusters Score -1.419838e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 52778 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 8 contains 184582 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 59501 members 
Mstep: Class 11 contains 12750 members 
Mstep: Class 12 contains 336782 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157622 members 
Mstep: Class 16 contains 5058 members 
Mstep: Class 17 contains 58486 members 
Mstep: Class 18 contains 26190 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30897 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39768 members 
Mstep: Class 27 contains 22096 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 24119 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7176 members 
Mstep: Class 33 contains 5098 members 
Mstep: Class 34 contains 6478 members 
Mstep: Class 35 contains 10250 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984256.000000 Penalty: 124751.734375
Iteration 66Q: 37 clusters Score -1.419843e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 30820 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 52785 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14580 members 
Mstep: Class 8 contains 184627 members 
Mstep: Class 9 contains 17502 members 
Mstep: Class 10 contains 59562 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 12 contains 336804 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157532 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 58477 members 
Mstep: Class 18 contains 26182 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30877 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39773 members 
Mstep: Class 27 contains 22143 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 24111 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7190 members 
Mstep: Class 33 contains 5130 members 
Mstep: Class 34 contains 6525 members 
Mstep: Class 35 contains 10248 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984592.000000 Penalty: 124751.734375
Iteration 67Q: 37 clusters Score -1.419846e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 30708 members 
Mstep: Class 3 contains 12725 members 
Mstep: Class 4 contains 52790 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 184664 members 
Mstep: Class 9 contains 17524 members 
Mstep: Class 10 contains 59617 members 
Mstep: Class 11 contains 12764 members 
Mstep: Class 12 contains 336814 members 
Mstep: Class 13 contains 5143 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157441 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 58477 members 
Mstep: Class 18 contains 26175 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30846 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39775 members 
Mstep: Class 27 contains 22180 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6395 members 
Mstep: Class 30 contains 24115 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7200 members 
Mstep: Class 33 contains 5139 members 
Mstep: Class 34 contains 6590 members 
Mstep: Class 35 contains 10247 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984592.000000 Penalty: 124751.734375
Iteration 68Q: 37 clusters Score -1.419846e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 30585 members 
Mstep: Class 3 contains 12730 members 
Mstep: Class 4 contains 52790 members 
Mstep: Class 5 contains 2731 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14629 members 
Mstep: Class 8 contains 184726 members 
Mstep: Class 9 contains 17534 members 
Mstep: Class 10 contains 59673 members 
Mstep: Class 11 contains 12764 members 
Mstep: Class 12 contains 336836 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157353 members 
Mstep: Class 16 contains 5082 members 
Mstep: Class 17 contains 58469 members 
Mstep: Class 18 contains 26165 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30839 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39779 members 
Mstep: Class 27 contains 22204 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6450 members 
Mstep: Class 30 contains 24108 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7214 members 
Mstep: Class 33 contains 5125 members 
Mstep: Class 34 contains 6651 members 
Mstep: Class 35 contains 10245 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984800.000000 Penalty: 124751.734375
Iteration 69Q: 37 clusters Score -1.419848e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 30476 members 
Mstep: Class 3 contains 12734 members 
Mstep: Class 4 contains 52787 members 
Mstep: Class 5 contains 2732 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14651 members 
Mstep: Class 8 contains 184760 members 
Mstep: Class 9 contains 17542 members 
Mstep: Class 10 contains 59712 members 
Mstep: Class 11 contains 12764 members 
Mstep: Class 12 contains 336852 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157275 members 
Mstep: Class 16 contains 5096 members 
Mstep: Class 17 contains 58458 members 
Mstep: Class 18 contains 26167 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30826 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39788 members 
Mstep: Class 27 contains 22232 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6498 members 
Mstep: Class 30 contains 24126 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7229 members 
Mstep: Class 33 contains 5126 members 
Mstep: Class 34 contains 6692 members 
Mstep: Class 35 contains 10243 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984736.000000 Penalty: 124751.734375
Iteration 70Q: 37 clusters Score -1.419847e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 30363 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 52786 members 
Mstep: Class 5 contains 2733 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14661 members 
Mstep: Class 8 contains 184794 members 
Mstep: Class 9 contains 17554 members 
Mstep: Class 10 contains 59772 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 336882 members 
Mstep: Class 13 contains 5176 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157207 members 
Mstep: Class 16 contains 5111 members 
Mstep: Class 17 contains 58431 members 
Mstep: Class 18 contains 26163 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39793 members 
Mstep: Class 27 contains 22258 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6546 members 
Mstep: Class 30 contains 24137 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7244 members 
Mstep: Class 33 contains 5125 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984832.000000 Penalty: 124751.734375
Iteration 71Q: 37 clusters Score -1.419848e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 30265 members 
Mstep: Class 3 contains 12746 members 
Mstep: Class 4 contains 52787 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14672 members 
Mstep: Class 8 contains 184835 members 
Mstep: Class 9 contains 17562 members 
Mstep: Class 10 contains 59809 members 
Mstep: Class 11 contains 12784 members 
Mstep: Class 12 contains 336895 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 780 members 
Mstep: Class 15 contains 157154 members 
Mstep: Class 16 contains 5126 members 
Mstep: Class 17 contains 58413 members 
Mstep: Class 18 contains 26161 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30798 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39798 members 
Mstep: Class 27 contains 22276 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6598 members 
Mstep: Class 30 contains 24143 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7256 members 
Mstep: Class 33 contains 5111 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 10244 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984592.000000 Penalty: 124751.734375
Iteration 72Q: 37 clusters Score -1.419846e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 30170 members 
Mstep: Class 3 contains 12752 members 
Mstep: Class 4 contains 52788 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14675 members 
Mstep: Class 8 contains 184869 members 
Mstep: Class 9 contains 17572 members 
Mstep: Class 10 contains 59846 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 336918 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 157085 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 58411 members 
Mstep: Class 18 contains 26157 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30775 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39812 members 
Mstep: Class 27 contains 22297 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 24159 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7264 members 
Mstep: Class 33 contains 5103 members 
Mstep: Class 34 contains 6803 members 
Mstep: Class 35 contains 10241 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985232.000000 Penalty: 124751.734375
Iteration 73Q: 37 clusters Score -1.419852e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 30085 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 52783 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 184901 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 59883 members 
Mstep: Class 11 contains 12795 members 
Mstep: Class 12 contains 336944 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 157023 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 58398 members 
Mstep: Class 18 contains 26151 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39818 members 
Mstep: Class 27 contains 22311 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6685 members 
Mstep: Class 30 contains 24159 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7276 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 6843 members 
Mstep: Class 35 contains 10240 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985120.000000 Penalty: 124751.734375
Iteration 74Q: 37 clusters Score -1.419851e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 30010 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 52783 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14693 members 
Mstep: Class 8 contains 184919 members 
Mstep: Class 9 contains 17590 members 
Mstep: Class 10 contains 59925 members 
Mstep: Class 11 contains 12800 members 
Mstep: Class 12 contains 336970 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156967 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 58389 members 
Mstep: Class 18 contains 26142 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30735 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39829 members 
Mstep: Class 27 contains 22320 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6712 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7284 members 
Mstep: Class 33 contains 5080 members 
Mstep: Class 34 contains 6879 members 
Mstep: Class 35 contains 10240 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985280.000000 Penalty: 124751.734375
Iteration 75Q: 37 clusters Score -1.419853e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 29939 members 
Mstep: Class 3 contains 12758 members 
Mstep: Class 4 contains 52784 members 
Mstep: Class 5 contains 2740 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 184922 members 
Mstep: Class 9 contains 17590 members 
Mstep: Class 10 contains 59972 members 
Mstep: Class 11 contains 12805 members 
Mstep: Class 12 contains 337001 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156913 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 26144 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30722 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 434 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39837 members 
Mstep: Class 27 contains 22334 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6742 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7288 members 
Mstep: Class 33 contains 5048 members 
Mstep: Class 34 contains 6913 members 
Mstep: Class 35 contains 10241 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985376.000000 Penalty: 124751.734375
Iteration 76Q: 37 clusters Score -1.419854e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 29869 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 52782 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 184941 members 
Mstep: Class 9 contains 17593 members 
Mstep: Class 10 contains 59997 members 
Mstep: Class 11 contains 12812 members 
Mstep: Class 12 contains 337037 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156863 members 
Mstep: Class 16 contains 5142 members 
Mstep: Class 17 contains 58359 members 
Mstep: Class 18 contains 26146 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30723 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39848 members 
Mstep: Class 27 contains 22340 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6767 members 
Mstep: Class 30 contains 24156 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7295 members 
Mstep: Class 33 contains 5026 members 
Mstep: Class 34 contains 6960 members 
Mstep: Class 35 contains 10239 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985424.000000 Penalty: 124751.734375
Iteration 77Q: 37 clusters Score -1.419854e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 29809 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52790 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 184966 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 60032 members 
Mstep: Class 11 contains 12819 members 
Mstep: Class 12 contains 337049 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156783 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 26143 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30721 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39850 members 
Mstep: Class 27 contains 22346 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6777 members 
Mstep: Class 30 contains 24180 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7303 members 
Mstep: Class 33 contains 4999 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 10239 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985552.000000 Penalty: 124751.734375
Iteration 78Q: 37 clusters Score -1.419856e+08 nChanged 846
Entering ConstructFrom: 
Score: -141985552.000000 Penalty: 124751.734375
Entering ConstructFrom: 
Trying to split cluster 1 (21702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Entering Unmasked Estep 
Score: -2633366.750000 Penalty: 2476.319580
	Iteration 0F: 2 clusters Score -2633367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2618306.000000 Penalty: 4952.639160
	Iteration 0F: 3 clusters Score -2618306 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2623761.500000 Penalty: 4952.639160
	Iteration 1F: 3 clusters Score -2623762 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2624575.750000 Penalty: 4952.639160
	Iteration 2F: 3 clusters Score -2624576 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2625578.500000 Penalty: 4952.639160
	Iteration 3F: 3 clusters Score -2625578 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2626817.250000 Penalty: 4952.639160
	Iteration 4F: 3 clusters Score -2626817 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2627996.750000 Penalty: 4952.639160
	Iteration 5F: 3 clusters Score -2627997 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2629024.000000 Penalty: 4952.639160
	Iteration 6F: 3 clusters Score -2629024 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2629739.250000 Penalty: 4952.639160
	Iteration 7F: 3 clusters Score -2629739 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2630157.250000 Penalty: 4952.639160
	Iteration 8Q: 3 clusters Score -2630157 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2630438.250000 Penalty: 4952.639160
	Iteration 9Q: 3 clusters Score -2630438 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2630638.250000 Penalty: 4952.639160
	Iteration 10Q: 3 clusters Score -2630638 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2630837.750000 Penalty: 4952.639160
	Iteration 11Q: 3 clusters Score -2630838 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2631023.750000 Penalty: 4952.639160
	Iteration 12Q: 3 clusters Score -2631024 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2631210.500000 Penalty: 4952.639160
	Iteration 13Q: 3 clusters Score -2631210 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2631409.000000 Penalty: 4952.639160
	Iteration 14Q: 3 clusters Score -2631409 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2631538.500000 Penalty: 4952.639160
	Iteration 15Q: 3 clusters Score -2631538 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2631645.750000 Penalty: 4952.639160
	Iteration 16Q: 3 clusters Score -2631646 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2631742.750000 Penalty: 4952.639160
	Iteration 17Q: 3 clusters Score -2631743 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2631872.250000 Penalty: 4952.639160
	Iteration 18Q: 3 clusters Score -2631872 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2631985.500000 Penalty: 4952.639160
	Iteration 19Q: 3 clusters Score -2631986 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2632147.500000 Penalty: 4952.639160
	Iteration 20F: 3 clusters Score -2632148 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2632340.250000 Penalty: 4952.639160
	Iteration 21Q: 3 clusters Score -2632340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2632564.250000 Penalty: 4952.639160
	Iteration 22Q: 3 clusters Score -2632564 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2632851.750000 Penalty: 4952.639160
	Iteration 23Q: 3 clusters Score -2632852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2633259.000000 Penalty: 4952.639160
	Iteration 24Q: 3 clusters Score -2633259 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2633683.500000 Penalty: 4952.639160
	Iteration 25Q: 3 clusters Score -2633684 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2634092.500000 Penalty: 4952.639160
	Iteration 26Q: 3 clusters Score -2634092 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2634409.750000 Penalty: 4952.639160
	Iteration 27Q: 3 clusters Score -2634410 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2634652.500000 Penalty: 4952.639160
	Iteration 28Q: 3 clusters Score -2634652 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2634784.500000 Penalty: 4952.639160
	Iteration 29Q: 3 clusters Score -2634784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2634868.000000 Penalty: 4952.639160
	Iteration 30Q: 3 clusters Score -2634868 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2634933.250000 Penalty: 4952.639160
	Iteration 31Q: 3 clusters Score -2634933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2635043.250000 Penalty: 4952.639160
	Iteration 32Q: 3 clusters Score -2635043 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2635236.500000 Penalty: 4952.639160
	Iteration 33Q: 3 clusters Score -2635236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2635626.000000 Penalty: 4952.639160
	Iteration 34Q: 3 clusters Score -2635626 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2636045.000000 Penalty: 4952.639160
	Iteration 35Q: 3 clusters Score -2636045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2636475.000000 Penalty: 4952.639160
	Iteration 36Q: 3 clusters Score -2636475 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2636994.750000 Penalty: 4952.639160
	Iteration 37Q: 3 clusters Score -2636995 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2637300.000000 Penalty: 4952.639160
	Iteration 38Q: 3 clusters Score -2637300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2637411.000000 Penalty: 4952.639160
	Iteration 39Q: 3 clusters Score -2637411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2637464.000000 Penalty: 4952.639160
	Iteration 40F: 3 clusters Score -2637464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2637481.750000 Penalty: 4952.639160
	Iteration 41Q: 3 clusters Score -2637482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2637488.750000 Penalty: 4952.639160
	Iteration 42Q: 3 clusters Score -2637489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2637491.250000 Penalty: 4952.639160
	Iteration 43Q: 3 clusters Score -2637491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2637492.750000 Penalty: 4952.639160
	Iteration 44Q: 3 clusters Score -2637493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2637493.750000 Penalty: 4952.639160
	Iteration 45Q: 3 clusters Score -2637494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2637495.500000 Penalty: 4952.639160
	Iteration 46Q: 3 clusters Score -2637496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2637495.500000 Penalty: 4952.639160
	Iteration 47F: 3 clusters Score -2637496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 337104 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Entering Unmasked Estep 
Score: -141988544.000000 Penalty: 128217.054688
Splitting cluster 1 changes total score from -141985552.000000 to -141988544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (29724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Entering Unmasked Estep 
Score: -3451599.250000 Penalty: 2554.328125
	Iteration 0F: 2 clusters Score -3451599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3431178.000000 Penalty: 5108.656250
	Iteration 0F: 3 clusters Score -3431178 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3438511.750000 Penalty: 5108.656250
	Iteration 1F: 3 clusters Score -3438512 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3439286.250000 Penalty: 5108.656250
	Iteration 2F: 3 clusters Score -3439286 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3440171.000000 Penalty: 5108.656250
	Iteration 3F: 3 clusters Score -3440171 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3441129.000000 Penalty: 5108.656250
	Iteration 4F: 3 clusters Score -3441129 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3442107.250000 Penalty: 5108.656250
	Iteration 5F: 3 clusters Score -3442107 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3443138.750000 Penalty: 5108.656250
	Iteration 6F: 3 clusters Score -3443139 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3444128.500000 Penalty: 5108.656250
	Iteration 7F: 3 clusters Score -3444128 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3444929.500000 Penalty: 5108.656250
	Iteration 8F: 3 clusters Score -3444930 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3445622.750000 Penalty: 5108.656250
	Iteration 9Q: 3 clusters Score -3445623 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3446164.750000 Penalty: 5108.656250
	Iteration 10Q: 3 clusters Score -3446165 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3446586.250000 Penalty: 5108.656250
	Iteration 11Q: 3 clusters Score -3446586 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3446966.250000 Penalty: 5108.656250
	Iteration 12Q: 3 clusters Score -3446966 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3447309.000000 Penalty: 5108.656250
	Iteration 13Q: 3 clusters Score -3447309 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3447597.500000 Penalty: 5108.656250
	Iteration 14Q: 3 clusters Score -3447598 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3447790.000000 Penalty: 5108.656250
	Iteration 15Q: 3 clusters Score -3447790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3447933.500000 Penalty: 5108.656250
	Iteration 16Q: 3 clusters Score -3447934 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3448032.500000 Penalty: 5108.656250
	Iteration 17Q: 3 clusters Score -3448032 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3448094.250000 Penalty: 5108.656250
	Iteration 18Q: 3 clusters Score -3448094 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3448137.750000 Penalty: 5108.656250
	Iteration 19Q: 3 clusters Score -3448138 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3448188.750000 Penalty: 5108.656250
	Iteration 20F: 3 clusters Score -3448189 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3448229.750000 Penalty: 5108.656250
	Iteration 21Q: 3 clusters Score -3448230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3448261.750000 Penalty: 5108.656250
	Iteration 22Q: 3 clusters Score -3448262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3448294.000000 Penalty: 5108.656250
	Iteration 23Q: 3 clusters Score -3448294 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3448328.250000 Penalty: 5108.656250
	Iteration 24Q: 3 clusters Score -3448328 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3448344.750000 Penalty: 5108.656250
	Iteration 25Q: 3 clusters Score -3448345 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3448369.250000 Penalty: 5108.656250
	Iteration 26Q: 3 clusters Score -3448369 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3448394.000000 Penalty: 5108.656250
	Iteration 27Q: 3 clusters Score -3448394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3448416.750000 Penalty: 5108.656250
	Iteration 28Q: 3 clusters Score -3448417 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3448431.750000 Penalty: 5108.656250
	Iteration 29Q: 3 clusters Score -3448432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3448440.750000 Penalty: 5108.656250
	Iteration 30Q: 3 clusters Score -3448441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3448453.250000 Penalty: 5108.656250
	Iteration 31Q: 3 clusters Score -3448453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3448486.000000 Penalty: 5108.656250
	Iteration 32Q: 3 clusters Score -3448486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3448490.750000 Penalty: 5108.656250
	Iteration 33Q: 3 clusters Score -3448491 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3448507.750000 Penalty: 5108.656250
	Iteration 34Q: 3 clusters Score -3448508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3448514.000000 Penalty: 5108.656250
	Iteration 35Q: 3 clusters Score -3448514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3448528.250000 Penalty: 5108.656250
	Iteration 36Q: 3 clusters Score -3448528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3448556.000000 Penalty: 5108.656250
	Iteration 37Q: 3 clusters Score -3448556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3448564.500000 Penalty: 5108.656250
	Iteration 38Q: 3 clusters Score -3448564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3448569.000000 Penalty: 5108.656250
	Iteration 39Q: 3 clusters Score -3448569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3448559.500000 Penalty: 5108.656250
	Iteration 40F: 3 clusters Score -3448560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3448573.500000 Penalty: 5108.656250
	Iteration 41Q: 3 clusters Score -3448574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3448575.500000 Penalty: 5108.656250
	Iteration 42Q: 3 clusters Score -3448576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3448580.000000 Penalty: 5108.656250
	Iteration 43Q: 3 clusters Score -3448580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3448576.250000 Penalty: 5108.656250
	Iteration 44Q: 3 clusters Score -3448576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3448579.750000 Penalty: 5108.656250
	Iteration 45Q: 3 clusters Score -3448580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3448578.250000 Penalty: 5108.656250
	Iteration 46Q: 3 clusters Score -3448578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3448587.000000 Penalty: 5108.656250
	Iteration 47Q: 3 clusters Score -3448587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3448583.750000 Penalty: 5108.656250
	Iteration 48Q: 3 clusters Score -3448584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3448588.750000 Penalty: 5108.656250
	Iteration 49Q: 3 clusters Score -3448589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3448592.500000 Penalty: 5108.656250
	Iteration 50Q: 3 clusters Score -3448592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3448591.000000 Penalty: 5108.656250
	Iteration 51Q: 3 clusters Score -3448591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3448587.500000 Penalty: 5108.656250
	Iteration 52Q: 3 clusters Score -3448588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3448600.750000 Penalty: 5108.656250
	Iteration 53Q: 3 clusters Score -3448601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3448606.000000 Penalty: 5108.656250
	Iteration 54Q: 3 clusters Score -3448606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3448607.500000 Penalty: 5108.656250
	Iteration 55Q: 3 clusters Score -3448608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3448610.000000 Penalty: 5108.656250
	Iteration 56Q: 3 clusters Score -3448610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3448614.250000 Penalty: 5108.656250
	Iteration 57Q: 3 clusters Score -3448614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3448607.000000 Penalty: 5108.656250
	Iteration 58Q: 3 clusters Score -3448607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3448602.500000 Penalty: 5108.656250
	Iteration 59Q: 3 clusters Score -3448602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3448610.750000 Penalty: 5108.656250
	Iteration 60F: 3 clusters Score -3448611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3448610.250000 Penalty: 5108.656250
	Iteration 61Q: 3 clusters Score -3448610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3448607.250000 Penalty: 5108.656250
	Iteration 62Q: 3 clusters Score -3448607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3448605.750000 Penalty: 5108.656250
	Iteration 63Q: 3 clusters Score -3448606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3448605.500000 Penalty: 5108.656250
	Iteration 64Q: 3 clusters Score -3448606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3448612.250000 Penalty: 5108.656250
	Iteration 65Q: 3 clusters Score -3448612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3448614.750000 Penalty: 5108.656250
	Iteration 66Q: 3 clusters Score -3448615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3448617.750000 Penalty: 5108.656250
	Iteration 67Q: 3 clusters Score -3448618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3448619.500000 Penalty: 5108.656250
	Iteration 68Q: 3 clusters Score -3448620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3448622.750000 Penalty: 5108.656250
	Iteration 69Q: 3 clusters Score -3448623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3448616.000000 Penalty: 5108.656250
	Iteration 70Q: 3 clusters Score -3448616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3448622.250000 Penalty: 5108.656250
	Iteration 71Q: 3 clusters Score -3448622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3448619.000000 Penalty: 5108.656250
	Iteration 72Q: 3 clusters Score -3448619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3448615.500000 Penalty: 5108.656250
	Iteration 73Q: 3 clusters Score -3448616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3448611.500000 Penalty: 5108.656250
	Iteration 74Q: 3 clusters Score -3448612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3448611.750000 Penalty: 5108.656250
	Iteration 75Q: 3 clusters Score -3448612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3448614.500000 Penalty: 5108.656250
	Iteration 76Q: 3 clusters Score -3448614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3448617.500000 Penalty: 5108.656250
	Iteration 77Q: 3 clusters Score -3448618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3448612.750000 Penalty: 5108.656250
	Iteration 78Q: 3 clusters Score -3448613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3448617.500000 Penalty: 5108.656250
	Iteration 79Q: 3 clusters Score -3448618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3448618.750000 Penalty: 5108.656250
	Iteration 80F: 3 clusters Score -3448619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3448614.250000 Penalty: 5108.656250
	Iteration 81Q: 3 clusters Score -3448614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3448616.250000 Penalty: 5108.656250
	Iteration 82Q: 3 clusters Score -3448616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3448618.750000 Penalty: 5108.656250
	Iteration 83Q: 3 clusters Score -3448619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3448614.000000 Penalty: 5108.656250
	Iteration 84Q: 3 clusters Score -3448614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3448621.250000 Penalty: 5108.656250
	Iteration 85Q: 3 clusters Score -3448621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3448615.750000 Penalty: 5108.656250
	Iteration 86Q: 3 clusters Score -3448616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3448619.750000 Penalty: 5108.656250
	Iteration 87Q: 3 clusters Score -3448620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3448617.500000 Penalty: 5108.656250
	Iteration 88Q: 3 clusters Score -3448618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3448621.000000 Penalty: 5108.656250
	Iteration 89Q: 3 clusters Score -3448621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3448620.000000 Penalty: 5108.656250
	Iteration 90Q: 3 clusters Score -3448620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3448619.250000 Penalty: 5108.656250
	Iteration 91Q: 3 clusters Score -3448619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3448620.750000 Penalty: 5108.656250
	Iteration 92Q: 3 clusters Score -3448621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3448621.500000 Penalty: 5108.656250
	Iteration 93Q: 3 clusters Score -3448622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3448622.000000 Penalty: 5108.656250
	Iteration 94Q: 3 clusters Score -3448622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3448618.500000 Penalty: 5108.656250
	Iteration 95Q: 3 clusters Score -3448618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3448619.500000 Penalty: 5108.656250
	Iteration 96Q: 3 clusters Score -3448620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3448620.250000 Penalty: 5108.656250
	Iteration 97Q: 3 clusters Score -3448620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3448626.250000 Penalty: 5108.656250
	Iteration 98Q: 3 clusters Score -3448626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3448625.500000 Penalty: 5108.656250
	Iteration 99Q: 3 clusters Score -3448626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3448623.000000 Penalty: 5108.656250
	Iteration 100F: 3 clusters Score -3448623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3448624.500000 Penalty: 5108.656250
	Iteration 101Q: 3 clusters Score -3448624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3448622.750000 Penalty: 5108.656250
	Iteration 102Q: 3 clusters Score -3448623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3448628.250000 Penalty: 5108.656250
	Iteration 103Q: 3 clusters Score -3448628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3448626.750000 Penalty: 5108.656250
	Iteration 104Q: 3 clusters Score -3448627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3448623.500000 Penalty: 5108.656250
	Iteration 105Q: 3 clusters Score -3448624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3448621.500000 Penalty: 5108.656250
	Iteration 106Q: 3 clusters Score -3448622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3448621.500000 Penalty: 5108.656250
	Iteration 107F: 3 clusters Score -3448622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -1550355.625000 Penalty: 2344.434570
	Iteration 0F: 2 clusters Score -1550356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1540958.625000 Penalty: 4688.869141
	Iteration 0F: 3 clusters Score -1540959 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1543920.875000 Penalty: 4688.869141
	Iteration 1F: 3 clusters Score -1543921 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1544624.250000 Penalty: 4688.869141
	Iteration 2F: 3 clusters Score -1544624 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1545524.750000 Penalty: 4688.869141
	Iteration 3F: 3 clusters Score -1545525 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1546524.000000 Penalty: 4688.869141
	Iteration 4F: 3 clusters Score -1546524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1547228.250000 Penalty: 4688.869141
	Iteration 5F: 3 clusters Score -1547228 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1547764.750000 Penalty: 4688.869141
	Iteration 6F: 3 clusters Score -1547765 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1548172.125000 Penalty: 4688.869141
	Iteration 7F: 3 clusters Score -1548172 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1548491.625000 Penalty: 4688.869141
	Iteration 8Q: 3 clusters Score -1548492 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1548736.250000 Penalty: 4688.869141
	Iteration 9Q: 3 clusters Score -1548736 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1548915.750000 Penalty: 4688.869141
	Iteration 10Q: 3 clusters Score -1548916 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1549074.250000 Penalty: 4688.869141
	Iteration 11Q: 3 clusters Score -1549074 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1549173.500000 Penalty: 4688.869141
	Iteration 12Q: 3 clusters Score -1549174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1549242.875000 Penalty: 4688.869141
	Iteration 13Q: 3 clusters Score -1549243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1549295.250000 Penalty: 4688.869141
	Iteration 14Q: 3 clusters Score -1549295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1549334.250000 Penalty: 4688.869141
	Iteration 15Q: 3 clusters Score -1549334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1549362.250000 Penalty: 4688.869141
	Iteration 16Q: 3 clusters Score -1549362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1549385.125000 Penalty: 4688.869141
	Iteration 17Q: 3 clusters Score -1549385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1549404.125000 Penalty: 4688.869141
	Iteration 18Q: 3 clusters Score -1549404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1549418.500000 Penalty: 4688.869141
	Iteration 19Q: 3 clusters Score -1549418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1549433.125000 Penalty: 4688.869141
	Iteration 20F: 3 clusters Score -1549433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1549449.000000 Penalty: 4688.869141
	Iteration 21Q: 3 clusters Score -1549449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1549459.625000 Penalty: 4688.869141
	Iteration 22Q: 3 clusters Score -1549460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1549466.125000 Penalty: 4688.869141
	Iteration 23Q: 3 clusters Score -1549466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1549471.250000 Penalty: 4688.869141
	Iteration 24Q: 3 clusters Score -1549471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1549481.875000 Penalty: 4688.869141
	Iteration 25Q: 3 clusters Score -1549482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1549486.000000 Penalty: 4688.869141
	Iteration 26Q: 3 clusters Score -1549486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1549494.125000 Penalty: 4688.869141
	Iteration 27Q: 3 clusters Score -1549494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1549502.375000 Penalty: 4688.869141
	Iteration 28Q: 3 clusters Score -1549502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1549519.500000 Penalty: 4688.869141
	Iteration 29Q: 3 clusters Score -1549520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1549544.500000 Penalty: 4688.869141
	Iteration 30Q: 3 clusters Score -1549544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1549559.500000 Penalty: 4688.869141
	Iteration 31Q: 3 clusters Score -1549560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1549574.625000 Penalty: 4688.869141
	Iteration 32Q: 3 clusters Score -1549575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1549594.875000 Penalty: 4688.869141
	Iteration 33Q: 3 clusters Score -1549595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1549625.000000 Penalty: 4688.869141
	Iteration 34Q: 3 clusters Score -1549625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1549665.375000 Penalty: 4688.869141
	Iteration 35Q: 3 clusters Score -1549665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1549695.375000 Penalty: 4688.869141
	Iteration 36Q: 3 clusters Score -1549695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1549739.750000 Penalty: 4688.869141
	Iteration 37Q: 3 clusters Score -1549740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1549771.625000 Penalty: 4688.869141
	Iteration 38Q: 3 clusters Score -1549772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1549803.750000 Penalty: 4688.869141
	Iteration 39Q: 3 clusters Score -1549804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1549825.000000 Penalty: 4688.869141
	Iteration 40F: 3 clusters Score -1549825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1549838.375000 Penalty: 4688.869141
	Iteration 41Q: 3 clusters Score -1549838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1549856.125000 Penalty: 4688.869141
	Iteration 42Q: 3 clusters Score -1549856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1549872.125000 Penalty: 4688.869141
	Iteration 43Q: 3 clusters Score -1549872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1549894.125000 Penalty: 4688.869141
	Iteration 44Q: 3 clusters Score -1549894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1549922.375000 Penalty: 4688.869141
	Iteration 45Q: 3 clusters Score -1549922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1549966.000000 Penalty: 4688.869141
	Iteration 46Q: 3 clusters Score -1549966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1550010.625000 Penalty: 4688.869141
	Iteration 47Q: 3 clusters Score -1550011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1550042.625000 Penalty: 4688.869141
	Iteration 48Q: 3 clusters Score -1550043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1550061.250000 Penalty: 4688.869141
	Iteration 49Q: 3 clusters Score -1550061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1550072.125000 Penalty: 4688.869141
	Iteration 50Q: 3 clusters Score -1550072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1550083.625000 Penalty: 4688.869141
	Iteration 51Q: 3 clusters Score -1550084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1550085.000000 Penalty: 4688.869141
	Iteration 52Q: 3 clusters Score -1550085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1550088.875000 Penalty: 4688.869141
	Iteration 53Q: 3 clusters Score -1550089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1550086.750000 Penalty: 4688.869141
	Iteration 54Q: 3 clusters Score -1550087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1550092.250000 Penalty: 4688.869141
	Iteration 55Q: 3 clusters Score -1550092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1550092.250000 Penalty: 4688.869141
	Iteration 56Q: 3 clusters Score -1550092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1550095.625000 Penalty: 4688.869141
	Iteration 57Q: 3 clusters Score -1550096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1550095.000000 Penalty: 4688.869141
	Iteration 58Q: 3 clusters Score -1550095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1550098.125000 Penalty: 4688.869141
	Iteration 59Q: 3 clusters Score -1550098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1550098.500000 Penalty: 4688.869141
	Iteration 60F: 3 clusters Score -1550098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1550099.375000 Penalty: 4688.869141
	Iteration 61Q: 3 clusters Score -1550099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1550098.125000 Penalty: 4688.869141
	Iteration 62Q: 3 clusters Score -1550098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1550099.500000 Penalty: 4688.869141
	Iteration 63Q: 3 clusters Score -1550100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1550099.000000 Penalty: 4688.869141
	Iteration 64Q: 3 clusters Score -1550099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1550097.750000 Penalty: 4688.869141
	Iteration 65Q: 3 clusters Score -1550098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1550098.750000 Penalty: 4688.869141
	Iteration 66Q: 3 clusters Score -1550099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1550102.000000 Penalty: 4688.869141
	Iteration 67Q: 3 clusters Score -1550102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1550100.875000 Penalty: 4688.869141
	Iteration 68Q: 3 clusters Score -1550101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1550103.250000 Penalty: 4688.869141
	Iteration 69Q: 3 clusters Score -1550103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1550103.250000 Penalty: 4688.869141
	Iteration 70F: 3 clusters Score -1550103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Entering Unmasked Estep 
Score: -6690513.500000 Penalty: 2696.785156
	Iteration 0F: 2 clusters Score -6690514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6654821.500000 Penalty: 5393.570312
	Iteration 0F: 3 clusters Score -6654822 nChanged 24405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -6668490.000000 Penalty: 5393.570312
	Iteration 1F: 3 clusters Score -6668490 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6669162.500000 Penalty: 5393.570312
	Iteration 2Q: 3 clusters Score -6669162 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6669861.000000 Penalty: 5393.570312
	Iteration 3Q: 3 clusters Score -6669861 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -6670846.000000 Penalty: 5393.570312
	Iteration 4Q: 3 clusters Score -6670846 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -6672263.000000 Penalty: 5393.570312
	Iteration 5F: 3 clusters Score -6672263 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -6674486.000000 Penalty: 5393.570312
	Iteration 6F: 3 clusters Score -6674486 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -6677663.000000 Penalty: 5393.570312
	Iteration 7F: 3 clusters Score -6677663 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -6681468.500000 Penalty: 5393.570312
	Iteration 8F: 3 clusters Score -6681468 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -6684668.500000 Penalty: 5393.570312
	Iteration 9F: 3 clusters Score -6684668 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6686538.500000 Penalty: 5393.570312
	Iteration 10Q: 3 clusters Score -6686538 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6687405.000000 Penalty: 5393.570312
	Iteration 11Q: 3 clusters Score -6687405 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6687778.500000 Penalty: 5393.570312
	Iteration 12Q: 3 clusters Score -6687778 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6687990.000000 Penalty: 5393.570312
	Iteration 13Q: 3 clusters Score -6687990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -6688098.000000 Penalty: 5393.570312
	Iteration 14Q: 3 clusters Score -6688098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -6688173.500000 Penalty: 5393.570312
	Iteration 15Q: 3 clusters Score -6688174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -6688220.500000 Penalty: 5393.570312
	Iteration 16Q: 3 clusters Score -6688220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -6688258.500000 Penalty: 5393.570312
	Iteration 17Q: 3 clusters Score -6688258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -6688278.000000 Penalty: 5393.570312
	Iteration 18Q: 3 clusters Score -6688278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -6688297.000000 Penalty: 5393.570312
	Iteration 19Q: 3 clusters Score -6688297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6688302.000000 Penalty: 5393.570312
	Iteration 20F: 3 clusters Score -6688302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6688312.000000 Penalty: 5393.570312
	Iteration 21Q: 3 clusters Score -6688312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6688323.500000 Penalty: 5393.570312
	Iteration 22Q: 3 clusters Score -6688324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6688321.500000 Penalty: 5393.570312
	Iteration 23Q: 3 clusters Score -6688322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6688332.000000 Penalty: 5393.570312
	Iteration 24Q: 3 clusters Score -6688332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6688332.000000 Penalty: 5393.570312
	Iteration 25Q: 3 clusters Score -6688332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6688329.500000 Penalty: 5393.570312
	Iteration 26Q: 3 clusters Score -6688330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -6688335.000000 Penalty: 5393.570312
	Iteration 27Q: 3 clusters Score -6688335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -6688337.000000 Penalty: 5393.570312
	Iteration 28Q: 3 clusters Score -6688337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6688337.500000 Penalty: 5393.570312
	Iteration 29Q: 3 clusters Score -6688338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6688350.000000 Penalty: 5393.570312
	Iteration 30Q: 3 clusters Score -6688350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6688350.500000 Penalty: 5393.570312
	Iteration 31Q: 3 clusters Score -6688350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6688357.500000 Penalty: 5393.570312
	Iteration 32Q: 3 clusters Score -6688358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -6688360.500000 Penalty: 5393.570312
	Iteration 33Q: 3 clusters Score -6688360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6688361.500000 Penalty: 5393.570312
	Iteration 34Q: 3 clusters Score -6688362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6688366.000000 Penalty: 5393.570312
	Iteration 35Q: 3 clusters Score -6688366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6688359.500000 Penalty: 5393.570312
	Iteration 36Q: 3 clusters Score -6688360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6688361.500000 Penalty: 5393.570312
	Iteration 37Q: 3 clusters Score -6688362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6688371.500000 Penalty: 5393.570312
	Iteration 38Q: 3 clusters Score -6688372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6688371.500000 Penalty: 5393.570312
	Iteration 39F: 3 clusters Score -6688372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -304442.656250 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -304442.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -301361.156250 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -301361.2 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302215.625000 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -302215.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -302747.906250 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -302747.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -303377.468750 Penalty: 3926.555664
	Iteration 3F: 3 clusters Score -303377.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -303972.125000 Penalty: 3926.555664
	Iteration 4F: 3 clusters Score -303972.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -304321.031250 Penalty: 3926.555664
	Iteration 5F: 3 clusters Score -304321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -304422.531250 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -304422.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -304471.843750 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -304471.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304488.000000 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -304488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304495.687500 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -304495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -304500.531250 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -304500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304502.843750 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -304502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -304504.781250 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -304504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304505.906250 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -304505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -304505.906250 Penalty: 3926.555664
	Iteration 14F: 3 clusters Score -304505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 337104 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Entering Unmasked Estep 
Score: -141987392.000000 Penalty: 131682.390625
Splitting cluster 5 changes total score from -141985552.000000 to -141987392.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -45244.023438 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -45244.02 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 257 members 
Entering Unmasked Estep 
Score: -43893.875000 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -43893.88 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44318.906250 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -44318.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44549.671875 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -44549.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44861.082031 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -44861.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45415.554688 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -45415.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45917.554688 Penalty: 3099.029297
	Iteration 5F: 3 clusters Score -45917.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46050.878906 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -46050.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46095.757812 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -46095.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46102.167969 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -46102.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46111.753906 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -46111.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46127.652344 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -46127.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46127.652344 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -46127.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 337104 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Entering Unmasked Estep 
Score: -141986528.000000 Penalty: 135147.703125
Splitting cluster 6 changes total score from -141985552.000000 to -141986528.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1878528.125000 Penalty: 2380.416992
	Iteration 0F: 2 clusters Score -1878528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1867855.500000 Penalty: 4760.833984
	Iteration 0F: 3 clusters Score -1867856 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1871656.125000 Penalty: 4760.833984
	Iteration 1F: 3 clusters Score -1871656 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1872782.250000 Penalty: 4760.833984
	Iteration 2F: 3 clusters Score -1872782 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1873988.000000 Penalty: 4760.833984
	Iteration 3F: 3 clusters Score -1873988 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1875122.125000 Penalty: 4760.833984
	Iteration 4F: 3 clusters Score -1875122 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1876086.500000 Penalty: 4760.833984
	Iteration 5F: 3 clusters Score -1876086 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1876763.750000 Penalty: 4760.833984
	Iteration 6F: 3 clusters Score -1876764 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1877224.625000 Penalty: 4760.833984
	Iteration 7Q: 3 clusters Score -1877225 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1877555.500000 Penalty: 4760.833984
	Iteration 8Q: 3 clusters Score -1877556 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1877787.500000 Penalty: 4760.833984
	Iteration 9Q: 3 clusters Score -1877788 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1877929.625000 Penalty: 4760.833984
	Iteration 10Q: 3 clusters Score -1877930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1878019.500000 Penalty: 4760.833984
	Iteration 11Q: 3 clusters Score -1878020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1878083.875000 Penalty: 4760.833984
	Iteration 12Q: 3 clusters Score -1878084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1878132.875000 Penalty: 4760.833984
	Iteration 13Q: 3 clusters Score -1878133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1878164.000000 Penalty: 4760.833984
	Iteration 14Q: 3 clusters Score -1878164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1878186.750000 Penalty: 4760.833984
	Iteration 15Q: 3 clusters Score -1878187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1878201.750000 Penalty: 4760.833984
	Iteration 16Q: 3 clusters Score -1878202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1878210.250000 Penalty: 4760.833984
	Iteration 17Q: 3 clusters Score -1878210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1878223.375000 Penalty: 4760.833984
	Iteration 18Q: 3 clusters Score -1878223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1878227.875000 Penalty: 4760.833984
	Iteration 19Q: 3 clusters Score -1878228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1878232.625000 Penalty: 4760.833984
	Iteration 20F: 3 clusters Score -1878233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1878240.375000 Penalty: 4760.833984
	Iteration 21Q: 3 clusters Score -1878240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1878241.000000 Penalty: 4760.833984
	Iteration 22Q: 3 clusters Score -1878241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1878245.625000 Penalty: 4760.833984
	Iteration 23Q: 3 clusters Score -1878246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1878247.250000 Penalty: 4760.833984
	Iteration 24Q: 3 clusters Score -1878247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1878246.500000 Penalty: 4760.833984
	Iteration 25Q: 3 clusters Score -1878246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1878244.875000 Penalty: 4760.833984
	Iteration 26Q: 3 clusters Score -1878245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1878243.750000 Penalty: 4760.833984
	Iteration 27Q: 3 clusters Score -1878244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1878245.500000 Penalty: 4760.833984
	Iteration 28Q: 3 clusters Score -1878246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1878244.500000 Penalty: 4760.833984
	Iteration 29Q: 3 clusters Score -1878244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1878243.375000 Penalty: 4760.833984
	Iteration 30Q: 3 clusters Score -1878243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1878243.375000 Penalty: 4760.833984
	Iteration 31F: 3 clusters Score -1878243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Entering Unmasked Estep 
Score: -23068952.000000 Penalty: 3007.732666
	Iteration 0F: 2 clusters Score -2.306895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -22945770.000000 Penalty: 6015.465332
	Iteration 0F: 3 clusters Score -2.294577e+07 nChanged 88721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -22997702.000000 Penalty: 6015.465332
	Iteration 1F: 3 clusters Score -2.29977e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -22999758.000000 Penalty: 6015.465332
	Iteration 2Q: 3 clusters Score -2.299976e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -23002912.000000 Penalty: 6015.465332
	Iteration 3Q: 3 clusters Score -2.300291e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -23007184.000000 Penalty: 6015.465332
	Iteration 4F: 3 clusters Score -2.300718e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -23013114.000000 Penalty: 6015.465332
	Iteration 5F: 3 clusters Score -2.301311e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -23020730.000000 Penalty: 6015.465332
	Iteration 6F: 3 clusters Score -2.302073e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -23028242.000000 Penalty: 6015.465332
	Iteration 7F: 3 clusters Score -2.302824e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -23035228.000000 Penalty: 6015.465332
	Iteration 8F: 3 clusters Score -2.303523e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -23042008.000000 Penalty: 6015.465332
	Iteration 9Q: 3 clusters Score -2.304201e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -23048386.000000 Penalty: 6015.465332
	Iteration 10Q: 3 clusters Score -2.304839e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -23053224.000000 Penalty: 6015.465332
	Iteration 11Q: 3 clusters Score -2.305322e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -23056504.000000 Penalty: 6015.465332
	Iteration 12Q: 3 clusters Score -2.30565e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -23058350.000000 Penalty: 6015.465332
	Iteration 13Q: 3 clusters Score -2.305835e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163517 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -23059674.000000 Penalty: 6015.465332
	Iteration 14Q: 3 clusters Score -2.305967e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -23060824.000000 Penalty: 6015.465332
	Iteration 15Q: 3 clusters Score -2.306082e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -23061570.000000 Penalty: 6015.465332
	Iteration 16Q: 3 clusters Score -2.306157e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -23062336.000000 Penalty: 6015.465332
	Iteration 17Q: 3 clusters Score -2.306234e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -23062886.000000 Penalty: 6015.465332
	Iteration 18Q: 3 clusters Score -2.306289e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -23063326.000000 Penalty: 6015.465332
	Iteration 19Q: 3 clusters Score -2.306333e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -23063734.000000 Penalty: 6015.465332
	Iteration 20F: 3 clusters Score -2.306373e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174293 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -23064040.000000 Penalty: 6015.465332
	Iteration 21Q: 3 clusters Score -2.306404e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -23064424.000000 Penalty: 6015.465332
	Iteration 22Q: 3 clusters Score -2.306442e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176098 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -23064744.000000 Penalty: 6015.465332
	Iteration 23Q: 3 clusters Score -2.306474e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -23064902.000000 Penalty: 6015.465332
	Iteration 24Q: 3 clusters Score -2.30649e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -23065032.000000 Penalty: 6015.465332
	Iteration 25Q: 3 clusters Score -2.306503e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -23065214.000000 Penalty: 6015.465332
	Iteration 26Q: 3 clusters Score -2.306521e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178661 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 6015.465332
	Iteration 27Q: 3 clusters Score -2.306539e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -23065586.000000 Penalty: 6015.465332
	Iteration 28Q: 3 clusters Score -2.306559e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -23065702.000000 Penalty: 6015.465332
	Iteration 29Q: 3 clusters Score -2.30657e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179920 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -23065796.000000 Penalty: 6015.465332
	Iteration 30Q: 3 clusters Score -2.30658e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -23065876.000000 Penalty: 6015.465332
	Iteration 31Q: 3 clusters Score -2.306588e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -23065978.000000 Penalty: 6015.465332
	Iteration 32Q: 3 clusters Score -2.306598e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180714 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -23066030.000000 Penalty: 6015.465332
	Iteration 33Q: 3 clusters Score -2.306603e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180910 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -23066112.000000 Penalty: 6015.465332
	Iteration 34Q: 3 clusters Score -2.306611e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23066134.000000 Penalty: 6015.465332
	Iteration 35Q: 3 clusters Score -2.306613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -23066120.000000 Penalty: 6015.465332
	Iteration 36Q: 3 clusters Score -2.306612e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181320 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -23066168.000000 Penalty: 6015.465332
	Iteration 37Q: 3 clusters Score -2.306617e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23066218.000000 Penalty: 6015.465332
	Iteration 38Q: 3 clusters Score -2.306622e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181513 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23066304.000000 Penalty: 6015.465332
	Iteration 39Q: 3 clusters Score -2.30663e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181583 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -23066318.000000 Penalty: 6015.465332
	Iteration 40F: 3 clusters Score -2.306632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181643 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23066298.000000 Penalty: 6015.465332
	Iteration 41Q: 3 clusters Score -2.30663e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23066304.000000 Penalty: 6015.465332
	Iteration 42Q: 3 clusters Score -2.30663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181743 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23066310.000000 Penalty: 6015.465332
	Iteration 43Q: 3 clusters Score -2.306631e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181786 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23066326.000000 Penalty: 6015.465332
	Iteration 44Q: 3 clusters Score -2.306633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -23066286.000000 Penalty: 6015.465332
	Iteration 45Q: 3 clusters Score -2.306629e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181854 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -23066312.000000 Penalty: 6015.465332
	Iteration 46Q: 3 clusters Score -2.306631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23066348.000000 Penalty: 6015.465332
	Iteration 47Q: 3 clusters Score -2.306635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181918 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -23066350.000000 Penalty: 6015.465332
	Iteration 48Q: 3 clusters Score -2.306635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -23066354.000000 Penalty: 6015.465332
	Iteration 49Q: 3 clusters Score -2.306635e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181987 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -23066364.000000 Penalty: 6015.465332
	Iteration 50Q: 3 clusters Score -2.306636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -23066376.000000 Penalty: 6015.465332
	Iteration 51Q: 3 clusters Score -2.306638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -23066392.000000 Penalty: 6015.465332
	Iteration 52Q: 3 clusters Score -2.306639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182067 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -23066378.000000 Penalty: 6015.465332
	Iteration 53Q: 3 clusters Score -2.306638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23066408.000000 Penalty: 6015.465332
	Iteration 54Q: 3 clusters Score -2.306641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23066396.000000 Penalty: 6015.465332
	Iteration 55Q: 3 clusters Score -2.30664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182120 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23066382.000000 Penalty: 6015.465332
	Iteration 56Q: 3 clusters Score -2.306638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -23066400.000000 Penalty: 6015.465332
	Iteration 57Q: 3 clusters Score -2.30664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23066382.000000 Penalty: 6015.465332
	Iteration 58Q: 3 clusters Score -2.306638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -23066400.000000 Penalty: 6015.465332
	Iteration 59Q: 3 clusters Score -2.30664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23066414.000000 Penalty: 6015.465332
	Iteration 60F: 3 clusters Score -2.306641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -23066412.000000 Penalty: 6015.465332
	Iteration 61Q: 3 clusters Score -2.306641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -23066408.000000 Penalty: 6015.465332
	Iteration 62Q: 3 clusters Score -2.306641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -23066432.000000 Penalty: 6015.465332
	Iteration 63Q: 3 clusters Score -2.306643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -23066432.000000 Penalty: 6015.465332
	Iteration 64Q: 3 clusters Score -2.306643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182231 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -23066440.000000 Penalty: 6015.465332
	Iteration 65Q: 3 clusters Score -2.306644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182240 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -23066432.000000 Penalty: 6015.465332
	Iteration 66Q: 3 clusters Score -2.306643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -23066462.000000 Penalty: 6015.465332
	Iteration 67Q: 3 clusters Score -2.306646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -23066462.000000 Penalty: 6015.465332
	Iteration 68Q: 3 clusters Score -2.306646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -23066474.000000 Penalty: 6015.465332
	Iteration 69Q: 3 clusters Score -2.306647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23066484.000000 Penalty: 6015.465332
	Iteration 70Q: 3 clusters Score -2.306648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23066482.000000 Penalty: 6015.465332
	Iteration 71Q: 3 clusters Score -2.306648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23066488.000000 Penalty: 6015.465332
	Iteration 72Q: 3 clusters Score -2.306649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -23066464.000000 Penalty: 6015.465332
	Iteration 73Q: 3 clusters Score -2.306646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182307 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 74Q: 3 clusters Score -2.306647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182314 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 75Q: 3 clusters Score -2.306647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -23066464.000000 Penalty: 6015.465332
	Iteration 76Q: 3 clusters Score -2.306646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182323 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -23066460.000000 Penalty: 6015.465332
	Iteration 77Q: 3 clusters Score -2.306646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182328 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 78Q: 3 clusters Score -2.306647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182333 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 79Q: 3 clusters Score -2.306647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -23066472.000000 Penalty: 6015.465332
	Iteration 80F: 3 clusters Score -2.306647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182343 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 81Q: 3 clusters Score -2.306647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23066472.000000 Penalty: 6015.465332
	Iteration 82Q: 3 clusters Score -2.306647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 83Q: 3 clusters Score -2.306647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6015.465332
	Iteration 84F: 3 clusters Score -2.306647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -2182902.000000 Penalty: 2424.320068
	Iteration 0F: 2 clusters Score -2182902 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 8783 members 
Entering Unmasked Estep 
Score: -2170440.250000 Penalty: 4848.640137
	Iteration 0F: 3 clusters Score -2170440 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2174742.250000 Penalty: 4848.640137
	Iteration 1F: 3 clusters Score -2174742 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2175230.500000 Penalty: 4848.640137
	Iteration 2F: 3 clusters Score -2175230 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2175752.250000 Penalty: 4848.640137
	Iteration 3F: 3 clusters Score -2175752 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2176462.000000 Penalty: 4848.640137
	Iteration 4F: 3 clusters Score -2176462 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2177384.250000 Penalty: 4848.640137
	Iteration 5F: 3 clusters Score -2177384 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2178450.250000 Penalty: 4848.640137
	Iteration 6F: 3 clusters Score -2178450 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2179468.250000 Penalty: 4848.640137
	Iteration 7F: 3 clusters Score -2179468 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2180273.250000 Penalty: 4848.640137
	Iteration 8F: 3 clusters Score -2180273 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2180869.000000 Penalty: 4848.640137
	Iteration 9Q: 3 clusters Score -2180869 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2181219.250000 Penalty: 4848.640137
	Iteration 10Q: 3 clusters Score -2181219 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2181438.750000 Penalty: 4848.640137
	Iteration 11Q: 3 clusters Score -2181439 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2181587.750000 Penalty: 4848.640137
	Iteration 12Q: 3 clusters Score -2181588 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2181692.250000 Penalty: 4848.640137
	Iteration 13Q: 3 clusters Score -2181692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2181756.250000 Penalty: 4848.640137
	Iteration 14Q: 3 clusters Score -2181756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2181789.500000 Penalty: 4848.640137
	Iteration 15Q: 3 clusters Score -2181790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2181810.500000 Penalty: 4848.640137
	Iteration 16Q: 3 clusters Score -2181810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2181836.500000 Penalty: 4848.640137
	Iteration 17Q: 3 clusters Score -2181836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2181852.000000 Penalty: 4848.640137
	Iteration 18Q: 3 clusters Score -2181852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2181861.250000 Penalty: 4848.640137
	Iteration 19Q: 3 clusters Score -2181861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2181869.000000 Penalty: 4848.640137
	Iteration 20F: 3 clusters Score -2181869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2181874.000000 Penalty: 4848.640137
	Iteration 21Q: 3 clusters Score -2181874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2181876.500000 Penalty: 4848.640137
	Iteration 22Q: 3 clusters Score -2181876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2181875.750000 Penalty: 4848.640137
	Iteration 23Q: 3 clusters Score -2181876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2181879.000000 Penalty: 4848.640137
	Iteration 24Q: 3 clusters Score -2181879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2181881.750000 Penalty: 4848.640137
	Iteration 25Q: 3 clusters Score -2181882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2181892.250000 Penalty: 4848.640137
	Iteration 26Q: 3 clusters Score -2181892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2181892.750000 Penalty: 4848.640137
	Iteration 27Q: 3 clusters Score -2181893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2181888.750000 Penalty: 4848.640137
	Iteration 28Q: 3 clusters Score -2181889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2181889.250000 Penalty: 4848.640137
	Iteration 29Q: 3 clusters Score -2181889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2181892.250000 Penalty: 4848.640137
	Iteration 30Q: 3 clusters Score -2181892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2181888.750000 Penalty: 4848.640137
	Iteration 31Q: 3 clusters Score -2181889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2181893.000000 Penalty: 4848.640137
	Iteration 32Q: 3 clusters Score -2181893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2181894.750000 Penalty: 4848.640137
	Iteration 33Q: 3 clusters Score -2181895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2181890.250000 Penalty: 4848.640137
	Iteration 34Q: 3 clusters Score -2181890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2181893.500000 Penalty: 4848.640137
	Iteration 35Q: 3 clusters Score -2181894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2181893.500000 Penalty: 4848.640137
	Iteration 36F: 3 clusters Score -2181894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Entering Unmasked Estep 
Score: -7418339.000000 Penalty: 2728.797607
	Iteration 0F: 2 clusters Score -7418339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -7378256.500000 Penalty: 5457.595215
	Iteration 0F: 3 clusters Score -7378256 nChanged 27816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7394434.500000 Penalty: 5457.595215
	Iteration 1F: 3 clusters Score -7394434 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -7395834.000000 Penalty: 5457.595215
	Iteration 2F: 3 clusters Score -7395834 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -7397571.500000 Penalty: 5457.595215
	Iteration 3F: 3 clusters Score -7397572 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -7399297.500000 Penalty: 5457.595215
	Iteration 4F: 3 clusters Score -7399298 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -7401049.000000 Penalty: 5457.595215
	Iteration 5F: 3 clusters Score -7401049 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -7402779.500000 Penalty: 5457.595215
	Iteration 6F: 3 clusters Score -7402780 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -7404167.000000 Penalty: 5457.595215
	Iteration 7F: 3 clusters Score -7404167 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7405353.500000 Penalty: 5457.595215
	Iteration 8Q: 3 clusters Score -7405354 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7406261.000000 Penalty: 5457.595215
	Iteration 9Q: 3 clusters Score -7406261 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7406883.500000 Penalty: 5457.595215
	Iteration 10Q: 3 clusters Score -7406884 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7407436.500000 Penalty: 5457.595215
	Iteration 11Q: 3 clusters Score -7407436 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -7408060.500000 Penalty: 5457.595215
	Iteration 12Q: 3 clusters Score -7408060 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7408679.500000 Penalty: 5457.595215
	Iteration 13Q: 3 clusters Score -7408680 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7409256.000000 Penalty: 5457.595215
	Iteration 14Q: 3 clusters Score -7409256 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -7409905.500000 Penalty: 5457.595215
	Iteration 15Q: 3 clusters Score -7409906 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -7410529.500000 Penalty: 5457.595215
	Iteration 16Q: 3 clusters Score -7410530 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7411161.000000 Penalty: 5457.595215
	Iteration 17Q: 3 clusters Score -7411161 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -7411658.000000 Penalty: 5457.595215
	Iteration 18Q: 3 clusters Score -7411658 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -7412189.500000 Penalty: 5457.595215
	Iteration 19Q: 3 clusters Score -7412190 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -7412738.000000 Penalty: 5457.595215
	Iteration 20F: 3 clusters Score -7412738 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -7413225.500000 Penalty: 5457.595215
	Iteration 21Q: 3 clusters Score -7413226 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -7413592.000000 Penalty: 5457.595215
	Iteration 22Q: 3 clusters Score -7413592 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -7413994.000000 Penalty: 5457.595215
	Iteration 23Q: 3 clusters Score -7413994 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -7414365.000000 Penalty: 5457.595215
	Iteration 24Q: 3 clusters Score -7414365 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -7414720.000000 Penalty: 5457.595215
	Iteration 25Q: 3 clusters Score -7414720 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7415093.000000 Penalty: 5457.595215
	Iteration 26Q: 3 clusters Score -7415093 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -7415396.000000 Penalty: 5457.595215
	Iteration 27Q: 3 clusters Score -7415396 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7415676.500000 Penalty: 5457.595215
	Iteration 28Q: 3 clusters Score -7415676 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7415923.500000 Penalty: 5457.595215
	Iteration 29Q: 3 clusters Score -7415924 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -7416240.500000 Penalty: 5457.595215
	Iteration 30Q: 3 clusters Score -7416240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -7416630.500000 Penalty: 5457.595215
	Iteration 31Q: 3 clusters Score -7416630 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -7417043.500000 Penalty: 5457.595215
	Iteration 32Q: 3 clusters Score -7417044 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -7417312.000000 Penalty: 5457.595215
	Iteration 33Q: 3 clusters Score -7417312 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7417390.500000 Penalty: 5457.595215
	Iteration 34Q: 3 clusters Score -7417390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -7417457.000000 Penalty: 5457.595215
	Iteration 35Q: 3 clusters Score -7417457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7417496.500000 Penalty: 5457.595215
	Iteration 36Q: 3 clusters Score -7417496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -7417534.500000 Penalty: 5457.595215
	Iteration 37Q: 3 clusters Score -7417534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -7417545.500000 Penalty: 5457.595215
	Iteration 38Q: 3 clusters Score -7417546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -7417567.500000 Penalty: 5457.595215
	Iteration 39Q: 3 clusters Score -7417568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -7417582.000000 Penalty: 5457.595215
	Iteration 40F: 3 clusters Score -7417582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -7417601.000000 Penalty: 5457.595215
	Iteration 41Q: 3 clusters Score -7417601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -7417601.500000 Penalty: 5457.595215
	Iteration 42Q: 3 clusters Score -7417602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -7417602.500000 Penalty: 5457.595215
	Iteration 43Q: 3 clusters Score -7417602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -7417608.000000 Penalty: 5457.595215
	Iteration 44Q: 3 clusters Score -7417608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7417615.000000 Penalty: 5457.595215
	Iteration 45Q: 3 clusters Score -7417615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -7417615.500000 Penalty: 5457.595215
	Iteration 46Q: 3 clusters Score -7417616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -7417616.500000 Penalty: 5457.595215
	Iteration 47Q: 3 clusters Score -7417616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -7417633.500000 Penalty: 5457.595215
	Iteration 48Q: 3 clusters Score -7417634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -7417643.000000 Penalty: 5457.595215
	Iteration 49Q: 3 clusters Score -7417643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -7417643.500000 Penalty: 5457.595215
	Iteration 50Q: 3 clusters Score -7417644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -7417642.500000 Penalty: 5457.595215
	Iteration 51Q: 3 clusters Score -7417642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7417634.500000 Penalty: 5457.595215
	Iteration 52Q: 3 clusters Score -7417634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -7417628.000000 Penalty: 5457.595215
	Iteration 53Q: 3 clusters Score -7417628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -7417638.000000 Penalty: 5457.595215
	Iteration 54Q: 3 clusters Score -7417638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -7417646.500000 Penalty: 5457.595215
	Iteration 55Q: 3 clusters Score -7417646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -7417640.000000 Penalty: 5457.595215
	Iteration 56Q: 3 clusters Score -7417640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -7417647.500000 Penalty: 5457.595215
	Iteration 57Q: 3 clusters Score -7417648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -7417647.000000 Penalty: 5457.595215
	Iteration 58Q: 3 clusters Score -7417647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7417644.500000 Penalty: 5457.595215
	Iteration 59Q: 3 clusters Score -7417644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7417641.000000 Penalty: 5457.595215
	Iteration 60F: 3 clusters Score -7417641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -7417638.500000 Penalty: 5457.595215
	Iteration 61Q: 3 clusters Score -7417638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -7417634.000000 Penalty: 5457.595215
	Iteration 62Q: 3 clusters Score -7417634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -7417631.500000 Penalty: 5457.595215
	Iteration 63Q: 3 clusters Score -7417632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -7417634.500000 Penalty: 5457.595215
	Iteration 64Q: 3 clusters Score -7417634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -7417637.000000 Penalty: 5457.595215
	Iteration 65Q: 3 clusters Score -7417637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7417640.000000 Penalty: 5457.595215
	Iteration 66Q: 3 clusters Score -7417640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7417638.500000 Penalty: 5457.595215
	Iteration 67Q: 3 clusters Score -7417638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7417635.500000 Penalty: 5457.595215
	Iteration 68Q: 3 clusters Score -7417636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7417635.500000 Penalty: 5457.595215
	Iteration 69F: 3 clusters Score -7417636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -1543723.625000 Penalty: 2345.850342
	Iteration 0F: 2 clusters Score -1543724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1534299.875000 Penalty: 4691.700684
	Iteration 0F: 3 clusters Score -1534300 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1537271.500000 Penalty: 4691.700684
	Iteration 1F: 3 clusters Score -1537272 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1537689.000000 Penalty: 4691.700684
	Iteration 2F: 3 clusters Score -1537689 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1538127.500000 Penalty: 4691.700684
	Iteration 3F: 3 clusters Score -1538128 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1538675.750000 Penalty: 4691.700684
	Iteration 4F: 3 clusters Score -1538676 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1539331.750000 Penalty: 4691.700684
	Iteration 5F: 3 clusters Score -1539332 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1539998.375000 Penalty: 4691.700684
	Iteration 6F: 3 clusters Score -1539998 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1540628.375000 Penalty: 4691.700684
	Iteration 7F: 3 clusters Score -1540628 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1541176.250000 Penalty: 4691.700684
	Iteration 8Q: 3 clusters Score -1541176 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1541578.500000 Penalty: 4691.700684
	Iteration 9Q: 3 clusters Score -1541578 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1541832.500000 Penalty: 4691.700684
	Iteration 10Q: 3 clusters Score -1541832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1542010.000000 Penalty: 4691.700684
	Iteration 11Q: 3 clusters Score -1542010 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1542155.375000 Penalty: 4691.700684
	Iteration 12Q: 3 clusters Score -1542155 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1542327.750000 Penalty: 4691.700684
	Iteration 13Q: 3 clusters Score -1542328 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1542558.625000 Penalty: 4691.700684
	Iteration 14Q: 3 clusters Score -1542559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1542825.000000 Penalty: 4691.700684
	Iteration 15Q: 3 clusters Score -1542825 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1543081.000000 Penalty: 4691.700684
	Iteration 16Q: 3 clusters Score -1543081 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1543289.125000 Penalty: 4691.700684
	Iteration 17Q: 3 clusters Score -1543289 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1543457.000000 Penalty: 4691.700684
	Iteration 18Q: 3 clusters Score -1543457 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1543578.375000 Penalty: 4691.700684
	Iteration 19Q: 3 clusters Score -1543578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1543647.125000 Penalty: 4691.700684
	Iteration 20F: 3 clusters Score -1543647 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1543702.000000 Penalty: 4691.700684
	Iteration 21Q: 3 clusters Score -1543702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1543748.250000 Penalty: 4691.700684
	Iteration 22Q: 3 clusters Score -1543748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1543787.375000 Penalty: 4691.700684
	Iteration 23Q: 3 clusters Score -1543787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1543815.500000 Penalty: 4691.700684
	Iteration 24Q: 3 clusters Score -1543816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1543840.125000 Penalty: 4691.700684
	Iteration 25Q: 3 clusters Score -1543840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1543859.250000 Penalty: 4691.700684
	Iteration 26Q: 3 clusters Score -1543859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1543873.500000 Penalty: 4691.700684
	Iteration 27Q: 3 clusters Score -1543874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1543890.250000 Penalty: 4691.700684
	Iteration 28Q: 3 clusters Score -1543890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1543909.500000 Penalty: 4691.700684
	Iteration 29Q: 3 clusters Score -1543910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1543921.375000 Penalty: 4691.700684
	Iteration 30Q: 3 clusters Score -1543921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1543925.625000 Penalty: 4691.700684
	Iteration 31Q: 3 clusters Score -1543926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1543934.375000 Penalty: 4691.700684
	Iteration 32Q: 3 clusters Score -1543934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1543938.750000 Penalty: 4691.700684
	Iteration 33Q: 3 clusters Score -1543939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1543944.125000 Penalty: 4691.700684
	Iteration 34Q: 3 clusters Score -1543944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1543949.750000 Penalty: 4691.700684
	Iteration 35Q: 3 clusters Score -1543950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1543955.500000 Penalty: 4691.700684
	Iteration 36Q: 3 clusters Score -1543956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1543956.625000 Penalty: 4691.700684
	Iteration 37Q: 3 clusters Score -1543957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1543954.375000 Penalty: 4691.700684
	Iteration 38Q: 3 clusters Score -1543954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1543955.500000 Penalty: 4691.700684
	Iteration 39Q: 3 clusters Score -1543956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1543957.000000 Penalty: 4691.700684
	Iteration 40F: 3 clusters Score -1543957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1543957.250000 Penalty: 4691.700684
	Iteration 41Q: 3 clusters Score -1543957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1543958.125000 Penalty: 4691.700684
	Iteration 42Q: 3 clusters Score -1543958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1543957.375000 Penalty: 4691.700684
	Iteration 43Q: 3 clusters Score -1543957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1543954.500000 Penalty: 4691.700684
	Iteration 44Q: 3 clusters Score -1543954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1543957.500000 Penalty: 4691.700684
	Iteration 45Q: 3 clusters Score -1543958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1543957.000000 Penalty: 4691.700684
	Iteration 46Q: 3 clusters Score -1543957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1543957.000000 Penalty: 4691.700684
	Iteration 47F: 3 clusters Score -1543957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 337104 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 2507 members 
Entering Unmasked Estep 
Score: -141985424.000000 Penalty: 138613.031250
Splitting cluster 11 changes total score from -141985552.000000 to -141985424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (337104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337104 members 
Entering Unmasked Estep 
Score: -42269596.000000 Penalty: 3156.580322
	Iteration 0F: 2 clusters Score -4.22696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -42061296.000000 Penalty: 6313.160645
	Iteration 0F: 3 clusters Score -4.20613e+07 nChanged 163697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 174827 members 
Entering Unmasked Estep 
Score: -42161620.000000 Penalty: 6313.160645
	Iteration 1F: 3 clusters Score -4.216162e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 178794 members 
Entering Unmasked Estep 
Score: -42164628.000000 Penalty: 6313.160645
	Iteration 2Q: 3 clusters Score -4.216463e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 184906 members 
Entering Unmasked Estep 
Score: -42169892.000000 Penalty: 6313.160645
	Iteration 3Q: 3 clusters Score -4.216989e+07 nChanged 16971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 194149 members 
Entering Unmasked Estep 
Score: -42178216.000000 Penalty: 6313.160645
	Iteration 4F: 3 clusters Score -4.217822e+07 nChanged 20121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129596 members 
Mstep: Class 2 contains 207508 members 
Entering Unmasked Estep 
Score: -42188888.000000 Penalty: 6313.160645
	Iteration 5F: 3 clusters Score -4.218889e+07 nChanged 22808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 224926 members 
Entering Unmasked Estep 
Score: -42203388.000000 Penalty: 6313.160645
	Iteration 6F: 3 clusters Score -4.220339e+07 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 244700 members 
Entering Unmasked Estep 
Score: -42221084.000000 Penalty: 6313.160645
	Iteration 7F: 3 clusters Score -4.222108e+07 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 262963 members 
Entering Unmasked Estep 
Score: -42237856.000000 Penalty: 6313.160645
	Iteration 8F: 3 clusters Score -4.223786e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 276323 members 
Entering Unmasked Estep 
Score: -42249712.000000 Penalty: 6313.160645
	Iteration 9Q: 3 clusters Score -4.224971e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 285538 members 
Entering Unmasked Estep 
Score: -42256372.000000 Penalty: 6313.160645
	Iteration 10Q: 3 clusters Score -4.225637e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 292512 members 
Entering Unmasked Estep 
Score: -42260416.000000 Penalty: 6313.160645
	Iteration 11Q: 3 clusters Score -4.226042e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 298443 members 
Entering Unmasked Estep 
Score: -42263448.000000 Penalty: 6313.160645
	Iteration 12Q: 3 clusters Score -4.226345e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 303540 members 
Entering Unmasked Estep 
Score: -42266252.000000 Penalty: 6313.160645
	Iteration 13Q: 3 clusters Score -4.226625e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 307947 members 
Entering Unmasked Estep 
Score: -42268808.000000 Penalty: 6313.160645
	Iteration 14Q: 3 clusters Score -4.226881e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 311685 members 
Entering Unmasked Estep 
Score: -42271268.000000 Penalty: 6313.160645
	Iteration 15Q: 3 clusters Score -4.227127e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 314680 members 
Entering Unmasked Estep 
Score: -42273824.000000 Penalty: 6313.160645
	Iteration 16Q: 3 clusters Score -4.227382e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 316992 members 
Entering Unmasked Estep 
Score: -42275916.000000 Penalty: 6313.160645
	Iteration 17Q: 3 clusters Score -4.227592e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 318677 members 
Entering Unmasked Estep 
Score: -42277364.000000 Penalty: 6313.160645
	Iteration 18Q: 3 clusters Score -4.227736e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 319898 members 
Entering Unmasked Estep 
Score: -42277988.000000 Penalty: 6313.160645
	Iteration 19Q: 3 clusters Score -4.227799e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 320785 members 
Entering Unmasked Estep 
Score: -42278412.000000 Penalty: 6313.160645
	Iteration 20F: 3 clusters Score -4.227841e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 321474 members 
Entering Unmasked Estep 
Score: -42278704.000000 Penalty: 6313.160645
	Iteration 21Q: 3 clusters Score -4.22787e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 321993 members 
Entering Unmasked Estep 
Score: -42278760.000000 Penalty: 6313.160645
	Iteration 22Q: 3 clusters Score -4.227876e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 322382 members 
Entering Unmasked Estep 
Score: -42278808.000000 Penalty: 6313.160645
	Iteration 23Q: 3 clusters Score -4.227881e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 322687 members 
Entering Unmasked Estep 
Score: -42278936.000000 Penalty: 6313.160645
	Iteration 24Q: 3 clusters Score -4.227894e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 322938 members 
Entering Unmasked Estep 
Score: -42278892.000000 Penalty: 6313.160645
	Iteration 25Q: 3 clusters Score -4.227889e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 323135 members 
Entering Unmasked Estep 
Score: -42278856.000000 Penalty: 6313.160645
	Iteration 26Q: 3 clusters Score -4.227886e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 323319 members 
Entering Unmasked Estep 
Score: -42278876.000000 Penalty: 6313.160645
	Iteration 27Q: 3 clusters Score -4.227888e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 323477 members 
Entering Unmasked Estep 
Score: -42278904.000000 Penalty: 6313.160645
	Iteration 28Q: 3 clusters Score -4.22789e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 323611 members 
Entering Unmasked Estep 
Score: -42278880.000000 Penalty: 6313.160645
	Iteration 29Q: 3 clusters Score -4.227888e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 323725 members 
Entering Unmasked Estep 
Score: -42278880.000000 Penalty: 6313.160645
	Iteration 30Q: 3 clusters Score -4.227888e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 323821 members 
Entering Unmasked Estep 
Score: -42278928.000000 Penalty: 6313.160645
	Iteration 31Q: 3 clusters Score -4.227893e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 323895 members 
Entering Unmasked Estep 
Score: -42278904.000000 Penalty: 6313.160645
	Iteration 32Q: 3 clusters Score -4.22789e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 323954 members 
Entering Unmasked Estep 
Score: -42278952.000000 Penalty: 6313.160645
	Iteration 33Q: 3 clusters Score -4.227895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 324005 members 
Entering Unmasked Estep 
Score: -42278944.000000 Penalty: 6313.160645
	Iteration 34Q: 3 clusters Score -4.227894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 324055 members 
Entering Unmasked Estep 
Score: -42278924.000000 Penalty: 6313.160645
	Iteration 35Q: 3 clusters Score -4.227892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 324102 members 
Entering Unmasked Estep 
Score: -42278872.000000 Penalty: 6313.160645
	Iteration 36Q: 3 clusters Score -4.227887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 324154 members 
Entering Unmasked Estep 
Score: -42278868.000000 Penalty: 6313.160645
	Iteration 37Q: 3 clusters Score -4.227887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 324203 members 
Entering Unmasked Estep 
Score: -42278828.000000 Penalty: 6313.160645
	Iteration 38Q: 3 clusters Score -4.227883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 324241 members 
Entering Unmasked Estep 
Score: -42278852.000000 Penalty: 6313.160645
	Iteration 39Q: 3 clusters Score -4.227885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 324270 members 
Entering Unmasked Estep 
Score: -42278856.000000 Penalty: 6313.160645
	Iteration 40F: 3 clusters Score -4.227886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 324298 members 
Entering Unmasked Estep 
Score: -42278840.000000 Penalty: 6313.160645
	Iteration 41Q: 3 clusters Score -4.227884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 324317 members 
Entering Unmasked Estep 
Score: -42278872.000000 Penalty: 6313.160645
	Iteration 42Q: 3 clusters Score -4.227887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 324336 members 
Entering Unmasked Estep 
Score: -42278876.000000 Penalty: 6313.160645
	Iteration 43Q: 3 clusters Score -4.227888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 324345 members 
Entering Unmasked Estep 
Score: -42278880.000000 Penalty: 6313.160645
	Iteration 44Q: 3 clusters Score -4.227888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 324359 members 
Entering Unmasked Estep 
Score: -42278884.000000 Penalty: 6313.160645
	Iteration 45Q: 3 clusters Score -4.227888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 324374 members 
Entering Unmasked Estep 
Score: -42278896.000000 Penalty: 6313.160645
	Iteration 46Q: 3 clusters Score -4.22789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 324392 members 
Entering Unmasked Estep 
Score: -42278916.000000 Penalty: 6313.160645
	Iteration 47Q: 3 clusters Score -4.227892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 324413 members 
Entering Unmasked Estep 
Score: -42278920.000000 Penalty: 6313.160645
	Iteration 48Q: 3 clusters Score -4.227892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 324428 members 
Entering Unmasked Estep 
Score: -42278912.000000 Penalty: 6313.160645
	Iteration 49Q: 3 clusters Score -4.227891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 324439 members 
Entering Unmasked Estep 
Score: -42278924.000000 Penalty: 6313.160645
	Iteration 50Q: 3 clusters Score -4.227892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 324454 members 
Entering Unmasked Estep 
Score: -42278932.000000 Penalty: 6313.160645
	Iteration 51Q: 3 clusters Score -4.227893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 324465 members 
Entering Unmasked Estep 
Score: -42278916.000000 Penalty: 6313.160645
	Iteration 52Q: 3 clusters Score -4.227892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 324479 members 
Entering Unmasked Estep 
Score: -42278932.000000 Penalty: 6313.160645
	Iteration 53Q: 3 clusters Score -4.227893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 324492 members 
Entering Unmasked Estep 
Score: -42278896.000000 Penalty: 6313.160645
	Iteration 54Q: 3 clusters Score -4.22789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 324498 members 
Entering Unmasked Estep 
Score: -42278904.000000 Penalty: 6313.160645
	Iteration 55Q: 3 clusters Score -4.22789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 324507 members 
Entering Unmasked Estep 
Score: -42278920.000000 Penalty: 6313.160645
	Iteration 56Q: 3 clusters Score -4.227892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 324516 members 
Entering Unmasked Estep 
Score: -42278920.000000 Penalty: 6313.160645
	Iteration 57Q: 3 clusters Score -4.227892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 324523 members 
Entering Unmasked Estep 
Score: -42278924.000000 Penalty: 6313.160645
	Iteration 58Q: 3 clusters Score -4.227892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 324529 members 
Entering Unmasked Estep 
Score: -42278916.000000 Penalty: 6313.160645
	Iteration 59Q: 3 clusters Score -4.227892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 324535 members 
Entering Unmasked Estep 
Score: -42278908.000000 Penalty: 6313.160645
	Iteration 60F: 3 clusters Score -4.227891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 324536 members 
Entering Unmasked Estep 
Score: -42278900.000000 Penalty: 6313.160645
	Iteration 61Q: 3 clusters Score -4.22789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 324536 members 
Entering Unmasked Estep 
Score: -42278900.000000 Penalty: 6313.160645
	Iteration 62F: 3 clusters Score -4.22789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Entering Unmasked Estep 
Score: -141994672.000000 Penalty: 138613.031250
Splitting cluster 12 changes total score from -141985552.000000 to -141994672.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -613888.062500 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -613888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -609085.875000 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -609085.9 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -610336.437500 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -610336.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -610647.562500 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -610647.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -610875.812500 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -610875.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -611026.437500 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -611026.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -611144.375000 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -611144.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -611247.312500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -611247.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -611338.625000 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -611338.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -611417.687500 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -611417.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -611486.625000 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -611486.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -611543.437500 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -611543.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -611584.500000 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -611584.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -611627.312500 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -611627.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -611664.375000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -611664.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -611704.125000 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -611704.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -611744.937500 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -611744.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -611778.687500 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -611778.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -611811.437500 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -611811.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -611854.187500 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -611854.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -611885.375000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -611885.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -611923.000000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -611923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -611962.187500 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -611962.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -611996.062500 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -611996.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -612034.500000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -612034.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -612069.187500 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -612069.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -612093.937500 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -612093.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -612118.375000 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -612118.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -612136.375000 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -612136.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -612155.812500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -612155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -612174.000000 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -612174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -612189.000000 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -612189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -612201.125000 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -612201.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -612216.437500 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -612216.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -612228.750000 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -612228.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -612237.812500 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -612237.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -612244.625000 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -612244.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -612253.250000 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -612253.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -612262.625000 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -612262.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -612266.937500 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -612266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -612276.000000 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -612276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -612284.687500 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -612284.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -612294.750000 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -612294.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -612305.812500 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -612305.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -612317.375000 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -612317.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -612329.500000 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -612329.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -612340.625000 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -612340.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -612349.312500 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -612349.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -612359.500000 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -612359.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -612367.250000 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -612367.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -612375.625000 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -612375.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -612381.437500 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -612381.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -612386.562500 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -612386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -612392.000000 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -612392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -612394.812500 Penalty: 4270.266113
	Iteration 53Q: 3 clusters Score -612394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -612399.875000 Penalty: 4270.266113
	Iteration 54Q: 3 clusters Score -612399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -612399.812500 Penalty: 4270.266113
	Iteration 55Q: 3 clusters Score -612399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -612400.937500 Penalty: 4270.266113
	Iteration 56Q: 3 clusters Score -612400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -612405.000000 Penalty: 4270.266113
	Iteration 57Q: 3 clusters Score -612405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -612405.187500 Penalty: 4270.266113
	Iteration 58Q: 3 clusters Score -612405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -612406.500000 Penalty: 4270.266113
	Iteration 59Q: 3 clusters Score -612406.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -612407.812500 Penalty: 4270.266113
	Iteration 60F: 3 clusters Score -612407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -612407.187500 Penalty: 4270.266113
	Iteration 61Q: 3 clusters Score -612407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -612407.500000 Penalty: 4270.266113
	Iteration 62Q: 3 clusters Score -612407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -612408.750000 Penalty: 4270.266113
	Iteration 63Q: 3 clusters Score -612408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -612409.187500 Penalty: 4270.266113
	Iteration 64Q: 3 clusters Score -612409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -612409.187500 Penalty: 4270.266113
	Iteration 65F: 3 clusters Score -612409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -75497.632812 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -75497.63 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 381 members 
Entering Unmasked Estep 
Score: -73912.843750 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -73912.84 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74598.273438 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -74598.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75232.101562 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -75232.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75907.070312 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -75907.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76617.179688 Penalty: 3302.373535
	Iteration 4F: 3 clusters Score -76617.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76935.718750 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -76935.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77244.640625 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -77244.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77584.125000 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -77584.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77639.328125 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -77639.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77655.335938 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -77655.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77656.515625 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -77656.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77705.453125 Penalty: 3302.373535
	Iteration 11F: 3 clusters Score -77705.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77802.851562 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -77802.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77826.132812 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -77826.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77839.281250 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -77839.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77844.398438 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -77844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77845.882812 Penalty: 3302.373535
	Iteration 16F: 3 clusters Score -77845.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77847.476562 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -77847.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77847.476562 Penalty: 3302.373535
	Iteration 18F: 3 clusters Score -77847.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Entering Unmasked Estep 
Score: -141995280.000000 Penalty: 142078.359375
Splitting cluster 14 changes total score from -141985552.000000 to -141995280.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (156712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156712 members 
Entering Unmasked Estep 
Score: -19403468.000000 Penalty: 2966.616943
	Iteration 0F: 2 clusters Score -1.940347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -19298238.000000 Penalty: 5933.233887
	Iteration 0F: 3 clusters Score -1.929824e+07 nChanged 75003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -19342558.000000 Penalty: 5933.233887
	Iteration 1F: 3 clusters Score -1.934256e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -19344196.000000 Penalty: 5933.233887
	Iteration 2Q: 3 clusters Score -1.93442e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -19346552.000000 Penalty: 5933.233887
	Iteration 3Q: 3 clusters Score -1.934655e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -19350354.000000 Penalty: 5933.233887
	Iteration 4F: 3 clusters Score -1.935035e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -19356696.000000 Penalty: 5933.233887
	Iteration 5F: 3 clusters Score -1.93567e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -19365032.000000 Penalty: 5933.233887
	Iteration 6F: 3 clusters Score -1.936503e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -19374596.000000 Penalty: 5933.233887
	Iteration 7F: 3 clusters Score -1.93746e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -19383272.000000 Penalty: 5933.233887
	Iteration 8F: 3 clusters Score -1.938327e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142803 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -19390336.000000 Penalty: 5933.233887
	Iteration 9F: 3 clusters Score -1.939034e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -19395302.000000 Penalty: 5933.233887
	Iteration 10Q: 3 clusters Score -1.93953e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152155 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -19398264.000000 Penalty: 5933.233887
	Iteration 11Q: 3 clusters Score -1.939826e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153966 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -19399640.000000 Penalty: 5933.233887
	Iteration 12Q: 3 clusters Score -1.939964e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -19400252.000000 Penalty: 5933.233887
	Iteration 13Q: 3 clusters Score -1.940025e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19400614.000000 Penalty: 5933.233887
	Iteration 14Q: 3 clusters Score -1.940061e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19400798.000000 Penalty: 5933.233887
	Iteration 15Q: 3 clusters Score -1.94008e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19400856.000000 Penalty: 5933.233887
	Iteration 16Q: 3 clusters Score -1.940086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19400904.000000 Penalty: 5933.233887
	Iteration 17Q: 3 clusters Score -1.94009e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19400948.000000 Penalty: 5933.233887
	Iteration 18Q: 3 clusters Score -1.940095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19400968.000000 Penalty: 5933.233887
	Iteration 19Q: 3 clusters Score -1.940097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19400982.000000 Penalty: 5933.233887
	Iteration 20F: 3 clusters Score -1.940098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19400998.000000 Penalty: 5933.233887
	Iteration 21Q: 3 clusters Score -1.9401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19401034.000000 Penalty: 5933.233887
	Iteration 22Q: 3 clusters Score -1.940103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19401044.000000 Penalty: 5933.233887
	Iteration 23Q: 3 clusters Score -1.940104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19401074.000000 Penalty: 5933.233887
	Iteration 24Q: 3 clusters Score -1.940107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -19401082.000000 Penalty: 5933.233887
	Iteration 25Q: 3 clusters Score -1.940108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19401086.000000 Penalty: 5933.233887
	Iteration 26Q: 3 clusters Score -1.940109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19401110.000000 Penalty: 5933.233887
	Iteration 27Q: 3 clusters Score -1.940111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19401106.000000 Penalty: 5933.233887
	Iteration 28Q: 3 clusters Score -1.940111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19401108.000000 Penalty: 5933.233887
	Iteration 29Q: 3 clusters Score -1.940111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19401112.000000 Penalty: 5933.233887
	Iteration 30Q: 3 clusters Score -1.940111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19401118.000000 Penalty: 5933.233887
	Iteration 31Q: 3 clusters Score -1.940112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19401122.000000 Penalty: 5933.233887
	Iteration 32Q: 3 clusters Score -1.940112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19401126.000000 Penalty: 5933.233887
	Iteration 33Q: 3 clusters Score -1.940113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19401128.000000 Penalty: 5933.233887
	Iteration 34Q: 3 clusters Score -1.940113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19401122.000000 Penalty: 5933.233887
	Iteration 35Q: 3 clusters Score -1.940112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19401122.000000 Penalty: 5933.233887
	Iteration 36F: 3 clusters Score -1.940112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -626987.875000 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -626987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -622399.562500 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -622399.6 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -623553.250000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -623553.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -623795.750000 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -623795.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -623968.812500 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -623968.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -624130.750000 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -624130.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -624305.000000 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -624305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -624510.062500 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -624510.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -624814.000000 Penalty: 4238.321289
	Iteration 7F: 3 clusters Score -624814 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -625175.875000 Penalty: 4238.321289
	Iteration 8F: 3 clusters Score -625175.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -625539.937500 Penalty: 4238.321289
	Iteration 9F: 3 clusters Score -625539.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -625853.062500 Penalty: 4238.321289
	Iteration 10F: 3 clusters Score -625853.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -626073.187500 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -626073.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -626250.562500 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -626250.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -626358.500000 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -626358.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -626465.437500 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -626465.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -626546.250000 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -626546.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -626597.812500 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -626597.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -626624.000000 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -626624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -626633.375000 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -626633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -626636.437500 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -626636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -626637.875000 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -626637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -626639.375000 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -626639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -626639.875000 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -626639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -626639.437500 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -626639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -626641.312500 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -626641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -626642.312500 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -626642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -626642.312500 Penalty: 4238.321289
	Iteration 26F: 3 clusters Score -626642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Entering Unmasked Estep 
Score: -7174518.000000 Penalty: 2721.469238
	Iteration 0F: 2 clusters Score -7174518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7135253.000000 Penalty: 5442.938477
	Iteration 0F: 3 clusters Score -7135253 nChanged 27201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -7150430.000000 Penalty: 5442.938477
	Iteration 1F: 3 clusters Score -7150430 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -7151063.000000 Penalty: 5442.938477
	Iteration 2Q: 3 clusters Score -7151063 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -7151704.500000 Penalty: 5442.938477
	Iteration 3Q: 3 clusters Score -7151704 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -7152583.500000 Penalty: 5442.938477
	Iteration 4Q: 3 clusters Score -7152584 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -7153810.500000 Penalty: 5442.938477
	Iteration 5Q: 3 clusters Score -7153810 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -7155560.000000 Penalty: 5442.938477
	Iteration 6Q: 3 clusters Score -7155560 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7157861.000000 Penalty: 5442.938477
	Iteration 7F: 3 clusters Score -7157861 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -7160620.500000 Penalty: 5442.938477
	Iteration 8F: 3 clusters Score -7160620 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -7163506.000000 Penalty: 5442.938477
	Iteration 9F: 3 clusters Score -7163506 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7166147.500000 Penalty: 5442.938477
	Iteration 10F: 3 clusters Score -7166148 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7168253.500000 Penalty: 5442.938477
	Iteration 11Q: 3 clusters Score -7168254 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7169786.500000 Penalty: 5442.938477
	Iteration 12Q: 3 clusters Score -7169786 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7170826.500000 Penalty: 5442.938477
	Iteration 13Q: 3 clusters Score -7170826 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7171423.500000 Penalty: 5442.938477
	Iteration 14Q: 3 clusters Score -7171424 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7171737.500000 Penalty: 5442.938477
	Iteration 15Q: 3 clusters Score -7171738 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7171905.500000 Penalty: 5442.938477
	Iteration 16Q: 3 clusters Score -7171906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7172031.000000 Penalty: 5442.938477
	Iteration 17Q: 3 clusters Score -7172031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7172091.500000 Penalty: 5442.938477
	Iteration 18Q: 3 clusters Score -7172092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7172134.000000 Penalty: 5442.938477
	Iteration 19Q: 3 clusters Score -7172134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7172172.000000 Penalty: 5442.938477
	Iteration 20F: 3 clusters Score -7172172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7172209.500000 Penalty: 5442.938477
	Iteration 21Q: 3 clusters Score -7172210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7172228.500000 Penalty: 5442.938477
	Iteration 22Q: 3 clusters Score -7172228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7172250.000000 Penalty: 5442.938477
	Iteration 23Q: 3 clusters Score -7172250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7172254.000000 Penalty: 5442.938477
	Iteration 24Q: 3 clusters Score -7172254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7172258.500000 Penalty: 5442.938477
	Iteration 25Q: 3 clusters Score -7172258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7172265.500000 Penalty: 5442.938477
	Iteration 26Q: 3 clusters Score -7172266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7172263.000000 Penalty: 5442.938477
	Iteration 27Q: 3 clusters Score -7172263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7172268.000000 Penalty: 5442.938477
	Iteration 28Q: 3 clusters Score -7172268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7172264.000000 Penalty: 5442.938477
	Iteration 29Q: 3 clusters Score -7172264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7172265.000000 Penalty: 5442.938477
	Iteration 30Q: 3 clusters Score -7172265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7172271.500000 Penalty: 5442.938477
	Iteration 31Q: 3 clusters Score -7172272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7172271.500000 Penalty: 5442.938477
	Iteration 32F: 3 clusters Score -7172272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Entering Unmasked Estep 
Score: -3329624.250000 Penalty: 2522.510498
	Iteration 0F: 2 clusters Score -3329624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3311561.750000 Penalty: 5045.020996
	Iteration 0F: 3 clusters Score -3311562 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3317840.000000 Penalty: 5045.020996
	Iteration 1F: 3 clusters Score -3317840 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3318268.500000 Penalty: 5045.020996
	Iteration 2F: 3 clusters Score -3318268 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3318634.250000 Penalty: 5045.020996
	Iteration 3Q: 3 clusters Score -3318634 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3318972.000000 Penalty: 5045.020996
	Iteration 4Q: 3 clusters Score -3318972 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3319398.500000 Penalty: 5045.020996
	Iteration 5Q: 3 clusters Score -3319398 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3319902.250000 Penalty: 5045.020996
	Iteration 6Q: 3 clusters Score -3319902 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3320681.000000 Penalty: 5045.020996
	Iteration 7F: 3 clusters Score -3320681 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3321741.000000 Penalty: 5045.020996
	Iteration 8F: 3 clusters Score -3321741 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3323033.250000 Penalty: 5045.020996
	Iteration 9F: 3 clusters Score -3323033 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3324313.500000 Penalty: 5045.020996
	Iteration 10F: 3 clusters Score -3324314 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3325399.750000 Penalty: 5045.020996
	Iteration 11Q: 3 clusters Score -3325400 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3326135.750000 Penalty: 5045.020996
	Iteration 12Q: 3 clusters Score -3326136 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3326617.500000 Penalty: 5045.020996
	Iteration 13Q: 3 clusters Score -3326618 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3326893.500000 Penalty: 5045.020996
	Iteration 14Q: 3 clusters Score -3326894 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3327075.250000 Penalty: 5045.020996
	Iteration 15Q: 3 clusters Score -3327075 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3327177.250000 Penalty: 5045.020996
	Iteration 16Q: 3 clusters Score -3327177 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3327242.750000 Penalty: 5045.020996
	Iteration 17Q: 3 clusters Score -3327243 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3327305.500000 Penalty: 5045.020996
	Iteration 18Q: 3 clusters Score -3327306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3327343.500000 Penalty: 5045.020996
	Iteration 19Q: 3 clusters Score -3327344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3327376.250000 Penalty: 5045.020996
	Iteration 20F: 3 clusters Score -3327376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3327390.500000 Penalty: 5045.020996
	Iteration 21Q: 3 clusters Score -3327390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3327402.250000 Penalty: 5045.020996
	Iteration 22Q: 3 clusters Score -3327402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3327409.000000 Penalty: 5045.020996
	Iteration 23Q: 3 clusters Score -3327409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3327426.250000 Penalty: 5045.020996
	Iteration 24Q: 3 clusters Score -3327426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3327445.250000 Penalty: 5045.020996
	Iteration 25Q: 3 clusters Score -3327445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3327445.750000 Penalty: 5045.020996
	Iteration 26Q: 3 clusters Score -3327446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3327453.750000 Penalty: 5045.020996
	Iteration 27Q: 3 clusters Score -3327454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3327456.250000 Penalty: 5045.020996
	Iteration 28Q: 3 clusters Score -3327456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3327461.500000 Penalty: 5045.020996
	Iteration 29Q: 3 clusters Score -3327462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3327466.250000 Penalty: 5045.020996
	Iteration 30Q: 3 clusters Score -3327466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3327460.750000 Penalty: 5045.020996
	Iteration 31Q: 3 clusters Score -3327461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3327465.750000 Penalty: 5045.020996
	Iteration 32Q: 3 clusters Score -3327466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3327465.750000 Penalty: 5045.020996
	Iteration 33Q: 3 clusters Score -3327466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3327475.500000 Penalty: 5045.020996
	Iteration 34Q: 3 clusters Score -3327476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3327476.250000 Penalty: 5045.020996
	Iteration 35Q: 3 clusters Score -3327476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3327486.000000 Penalty: 5045.020996
	Iteration 36Q: 3 clusters Score -3327486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3327491.000000 Penalty: 5045.020996
	Iteration 37Q: 3 clusters Score -3327491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3327486.250000 Penalty: 5045.020996
	Iteration 38Q: 3 clusters Score -3327486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3327491.750000 Penalty: 5045.020996
	Iteration 39Q: 3 clusters Score -3327492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3327493.750000 Penalty: 5045.020996
	Iteration 40F: 3 clusters Score -3327494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3327498.500000 Penalty: 5045.020996
	Iteration 41Q: 3 clusters Score -3327498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3327505.000000 Penalty: 5045.020996
	Iteration 42Q: 3 clusters Score -3327505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3327509.000000 Penalty: 5045.020996
	Iteration 43Q: 3 clusters Score -3327509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3327505.500000 Penalty: 5045.020996
	Iteration 44Q: 3 clusters Score -3327506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3327504.000000 Penalty: 5045.020996
	Iteration 45Q: 3 clusters Score -3327504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3327506.000000 Penalty: 5045.020996
	Iteration 46Q: 3 clusters Score -3327506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3327504.250000 Penalty: 5045.020996
	Iteration 47Q: 3 clusters Score -3327504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3327506.750000 Penalty: 5045.020996
	Iteration 48Q: 3 clusters Score -3327507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3327508.000000 Penalty: 5045.020996
	Iteration 49Q: 3 clusters Score -3327508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3327510.000000 Penalty: 5045.020996
	Iteration 50Q: 3 clusters Score -3327510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3327511.750000 Penalty: 5045.020996
	Iteration 51Q: 3 clusters Score -3327512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3327512.500000 Penalty: 5045.020996
	Iteration 52Q: 3 clusters Score -3327512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3327514.000000 Penalty: 5045.020996
	Iteration 53Q: 3 clusters Score -3327514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3327510.500000 Penalty: 5045.020996
	Iteration 54Q: 3 clusters Score -3327510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3327512.500000 Penalty: 5045.020996
	Iteration 55Q: 3 clusters Score -3327512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3327512.500000 Penalty: 5045.020996
	Iteration 56F: 3 clusters Score -3327512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -105701.476562 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -105701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103871.117188 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -103871.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104293.296875 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -104293.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104611.296875 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -104611.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104877.968750 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -104878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105135.726562 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -105135.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105385.507812 Penalty: 3395.556396
	Iteration 5F: 3 clusters Score -105385.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -105630.546875 Penalty: 3395.556396
	Iteration 6F: 3 clusters Score -105630.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105837.195312 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -105837.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105948.289062 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -105948.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106050.835938 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -106050.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106127.328125 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -106127.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106177.226562 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -106177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106220.476562 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -106220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106232.273438 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -106232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106237.984375 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -106238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106238.671875 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -106238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106238.671875 Penalty: 3395.556396
	Iteration 16F: 3 clusters Score -106238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Entering Unmasked Estep 
Score: -141993904.000000 Penalty: 145543.687500
Splitting cluster 19 changes total score from -141985552.000000 to -141993904.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -853379.375000 Penalty: 2194.073975
	Iteration 0F: 2 clusters Score -853379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -847546.000000 Penalty: 4388.147949
	Iteration 0F: 3 clusters Score -847546 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -849146.250000 Penalty: 4388.147949
	Iteration 1F: 3 clusters Score -849146.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -849448.812500 Penalty: 4388.147949
	Iteration 2F: 3 clusters Score -849448.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -849765.125000 Penalty: 4388.147949
	Iteration 3F: 3 clusters Score -849765.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -850128.875000 Penalty: 4388.147949
	Iteration 4F: 3 clusters Score -850128.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -850481.437500 Penalty: 4388.147949
	Iteration 5F: 3 clusters Score -850481.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -850779.375000 Penalty: 4388.147949
	Iteration 6F: 3 clusters Score -850779.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -851006.875000 Penalty: 4388.147949
	Iteration 7F: 3 clusters Score -851006.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -851178.437500 Penalty: 4388.147949
	Iteration 8Q: 3 clusters Score -851178.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -851288.312500 Penalty: 4388.147949
	Iteration 9Q: 3 clusters Score -851288.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -851355.687500 Penalty: 4388.147949
	Iteration 10Q: 3 clusters Score -851355.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -851391.875000 Penalty: 4388.147949
	Iteration 11Q: 3 clusters Score -851391.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -851422.250000 Penalty: 4388.147949
	Iteration 12Q: 3 clusters Score -851422.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -851442.375000 Penalty: 4388.147949
	Iteration 13Q: 3 clusters Score -851442.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -851451.875000 Penalty: 4388.147949
	Iteration 14Q: 3 clusters Score -851451.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -851464.437500 Penalty: 4388.147949
	Iteration 15Q: 3 clusters Score -851464.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -851470.312500 Penalty: 4388.147949
	Iteration 16Q: 3 clusters Score -851470.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -851475.375000 Penalty: 4388.147949
	Iteration 17Q: 3 clusters Score -851475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -851477.000000 Penalty: 4388.147949
	Iteration 18Q: 3 clusters Score -851477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -851481.062500 Penalty: 4388.147949
	Iteration 19Q: 3 clusters Score -851481.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -851484.875000 Penalty: 4388.147949
	Iteration 20F: 3 clusters Score -851484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -851485.687500 Penalty: 4388.147949
	Iteration 21Q: 3 clusters Score -851485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -851491.312500 Penalty: 4388.147949
	Iteration 22Q: 3 clusters Score -851491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -851490.125000 Penalty: 4388.147949
	Iteration 23Q: 3 clusters Score -851490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -851490.562500 Penalty: 4388.147949
	Iteration 24Q: 3 clusters Score -851490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -851493.937500 Penalty: 4388.147949
	Iteration 25Q: 3 clusters Score -851493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -851494.500000 Penalty: 4388.147949
	Iteration 26Q: 3 clusters Score -851494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -851496.625000 Penalty: 4388.147949
	Iteration 27Q: 3 clusters Score -851496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -851495.812500 Penalty: 4388.147949
	Iteration 28Q: 3 clusters Score -851495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -851495.250000 Penalty: 4388.147949
	Iteration 29Q: 3 clusters Score -851495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -851495.000000 Penalty: 4388.147949
	Iteration 30Q: 3 clusters Score -851495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -851496.500000 Penalty: 4388.147949
	Iteration 31Q: 3 clusters Score -851496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -851495.312500 Penalty: 4388.147949
	Iteration 32Q: 3 clusters Score -851495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -851496.875000 Penalty: 4388.147949
	Iteration 33Q: 3 clusters Score -851496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -851497.187500 Penalty: 4388.147949
	Iteration 34Q: 3 clusters Score -851497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -851497.125000 Penalty: 4388.147949
	Iteration 35Q: 3 clusters Score -851497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -851499.250000 Penalty: 4388.147949
	Iteration 36Q: 3 clusters Score -851499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -851499.250000 Penalty: 4388.147949
	Iteration 37F: 3 clusters Score -851499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -141640.828125 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -141640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139542.750000 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -139542.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140175.812500 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -140175.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141076.375000 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -141076.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141921.062500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -141921.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142407.546875 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -142407.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -142627.781250 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -142627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -142705.562500 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -142705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -142756.781250 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -142756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -142775.078125 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -142775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142783.187500 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -142783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -142785.578125 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -142785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -142786.593750 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -142786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -142786.593750 Penalty: 3540.484131
	Iteration 12F: 3 clusters Score -142786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Entering Unmasked Estep 
Score: -141992432.000000 Penalty: 149009.015625
Splitting cluster 21 changes total score from -141985552.000000 to -141992432.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (30709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Entering Unmasked Estep 
Score: -3810089.750000 Penalty: 2562.413086
	Iteration 0F: 2 clusters Score -3810090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3789211.500000 Penalty: 5124.826172
	Iteration 0F: 3 clusters Score -3789212 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3796687.000000 Penalty: 5124.826172
	Iteration 1F: 3 clusters Score -3796687 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3797135.250000 Penalty: 5124.826172
	Iteration 2Q: 3 clusters Score -3797135 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3797510.500000 Penalty: 5124.826172
	Iteration 3Q: 3 clusters Score -3797510 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3797821.250000 Penalty: 5124.826172
	Iteration 4Q: 3 clusters Score -3797821 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3798115.000000 Penalty: 5124.826172
	Iteration 5Q: 3 clusters Score -3798115 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3798449.500000 Penalty: 5124.826172
	Iteration 6Q: 3 clusters Score -3798450 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3798874.500000 Penalty: 5124.826172
	Iteration 7Q: 3 clusters Score -3798874 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3799408.750000 Penalty: 5124.826172
	Iteration 8Q: 3 clusters Score -3799409 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3800095.500000 Penalty: 5124.826172
	Iteration 9Q: 3 clusters Score -3800096 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3800938.250000 Penalty: 5124.826172
	Iteration 10Q: 3 clusters Score -3800938 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3801834.250000 Penalty: 5124.826172
	Iteration 11F: 3 clusters Score -3801834 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3802685.750000 Penalty: 5124.826172
	Iteration 12Q: 3 clusters Score -3802686 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3803562.250000 Penalty: 5124.826172
	Iteration 13Q: 3 clusters Score -3803562 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3804400.250000 Penalty: 5124.826172
	Iteration 14Q: 3 clusters Score -3804400 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3805165.250000 Penalty: 5124.826172
	Iteration 15Q: 3 clusters Score -3805165 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3805797.750000 Penalty: 5124.826172
	Iteration 16Q: 3 clusters Score -3805798 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3806242.250000 Penalty: 5124.826172
	Iteration 17Q: 3 clusters Score -3806242 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3806599.500000 Penalty: 5124.826172
	Iteration 18Q: 3 clusters Score -3806600 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3806881.250000 Penalty: 5124.826172
	Iteration 19Q: 3 clusters Score -3806881 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3807111.250000 Penalty: 5124.826172
	Iteration 20F: 3 clusters Score -3807111 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3807323.750000 Penalty: 5124.826172
	Iteration 21Q: 3 clusters Score -3807324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3807489.750000 Penalty: 5124.826172
	Iteration 22Q: 3 clusters Score -3807490 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3807584.500000 Penalty: 5124.826172
	Iteration 23Q: 3 clusters Score -3807584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3807664.750000 Penalty: 5124.826172
	Iteration 24Q: 3 clusters Score -3807665 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3807725.250000 Penalty: 5124.826172
	Iteration 25Q: 3 clusters Score -3807725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3807771.000000 Penalty: 5124.826172
	Iteration 26Q: 3 clusters Score -3807771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3807809.000000 Penalty: 5124.826172
	Iteration 27Q: 3 clusters Score -3807809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3807864.000000 Penalty: 5124.826172
	Iteration 28Q: 3 clusters Score -3807864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3807902.250000 Penalty: 5124.826172
	Iteration 29Q: 3 clusters Score -3807902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3807941.000000 Penalty: 5124.826172
	Iteration 30Q: 3 clusters Score -3807941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3807964.500000 Penalty: 5124.826172
	Iteration 31Q: 3 clusters Score -3807964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3807965.000000 Penalty: 5124.826172
	Iteration 32Q: 3 clusters Score -3807965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3807982.750000 Penalty: 5124.826172
	Iteration 33Q: 3 clusters Score -3807983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3807989.500000 Penalty: 5124.826172
	Iteration 34Q: 3 clusters Score -3807990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3808003.500000 Penalty: 5124.826172
	Iteration 35Q: 3 clusters Score -3808004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3808004.500000 Penalty: 5124.826172
	Iteration 36Q: 3 clusters Score -3808004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3808012.000000 Penalty: 5124.826172
	Iteration 37Q: 3 clusters Score -3808012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3808025.000000 Penalty: 5124.826172
	Iteration 38Q: 3 clusters Score -3808025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3808032.750000 Penalty: 5124.826172
	Iteration 39Q: 3 clusters Score -3808033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3808043.500000 Penalty: 5124.826172
	Iteration 40F: 3 clusters Score -3808044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3808043.500000 Penalty: 5124.826172
	Iteration 41Q: 3 clusters Score -3808044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3808055.500000 Penalty: 5124.826172
	Iteration 42Q: 3 clusters Score -3808056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3808059.750000 Penalty: 5124.826172
	Iteration 43Q: 3 clusters Score -3808060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -3808058.250000 Penalty: 5124.826172
	Iteration 44Q: 3 clusters Score -3808058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3808061.250000 Penalty: 5124.826172
	Iteration 45Q: 3 clusters Score -3808061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3808063.250000 Penalty: 5124.826172
	Iteration 46Q: 3 clusters Score -3808063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3808065.250000 Penalty: 5124.826172
	Iteration 47Q: 3 clusters Score -3808065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3808060.750000 Penalty: 5124.826172
	Iteration 48Q: 3 clusters Score -3808061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3808062.250000 Penalty: 5124.826172
	Iteration 49Q: 3 clusters Score -3808062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3808063.000000 Penalty: 5124.826172
	Iteration 50Q: 3 clusters Score -3808063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3808062.250000 Penalty: 5124.826172
	Iteration 51Q: 3 clusters Score -3808062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3808065.750000 Penalty: 5124.826172
	Iteration 52Q: 3 clusters Score -3808066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3808072.500000 Penalty: 5124.826172
	Iteration 53Q: 3 clusters Score -3808072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3808073.750000 Penalty: 5124.826172
	Iteration 54Q: 3 clusters Score -3808074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3808078.000000 Penalty: 5124.826172
	Iteration 55Q: 3 clusters Score -3808078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3808075.500000 Penalty: 5124.826172
	Iteration 56Q: 3 clusters Score -3808076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3808075.500000 Penalty: 5124.826172
	Iteration 57F: 3 clusters Score -3808076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -267726.812500 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -267726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -265040.406250 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -265040.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265517.187500 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -265517.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -265632.906250 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -265632.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -265685.968750 Penalty: 3800.583984
	Iteration 3Q: 3 clusters Score -265686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -265717.687500 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -265717.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265736.562500 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -265736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -265754.750000 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -265754.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -265768.906250 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -265768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -265774.312500 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -265774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -265780.000000 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -265780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -265782.156250 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -265782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265783.687500 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -265783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -265784.187500 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -265784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265787.062500 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -265787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -265792.062500 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -265792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -265797.031250 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -265797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -265800.406250 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -265800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -265803.937500 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -265803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -265809.125000 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -265809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -265812.750000 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -265812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -265816.812500 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -265816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -265819.718750 Penalty: 3800.583984
	Iteration 21Q: 3 clusters Score -265819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -265823.625000 Penalty: 3800.583984
	Iteration 22Q: 3 clusters Score -265823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -265825.531250 Penalty: 3800.583984
	Iteration 23Q: 3 clusters Score -265825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -265830.812500 Penalty: 3800.583984
	Iteration 24Q: 3 clusters Score -265830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -265833.062500 Penalty: 3800.583984
	Iteration 25Q: 3 clusters Score -265833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -265834.468750 Penalty: 3800.583984
	Iteration 26Q: 3 clusters Score -265834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -265834.625000 Penalty: 3800.583984
	Iteration 27Q: 3 clusters Score -265834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -265835.031250 Penalty: 3800.583984
	Iteration 28Q: 3 clusters Score -265835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -265835.031250 Penalty: 3800.583984
	Iteration 29F: 3 clusters Score -265835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -41516.210938 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -41516.21 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 202 members 
Entering Unmasked Estep 
Score: -40117.968750 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -40117.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40349.406250 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -40349.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40435.382812 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -40435.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40490.175781 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -40490.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40542.082031 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -40542.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40550.445312 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -40550.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40563.707031 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -40563.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40580.460938 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -40580.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40585.148438 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -40585.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40592.597656 Penalty: 3013.371582
	Iteration 9Q: 3 clusters Score -40592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40596.636719 Penalty: 3013.371582
	Iteration 10Q: 3 clusters Score -40596.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40596.636719 Penalty: 3013.371582
	Iteration 11F: 3 clusters Score -40596.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -98403.234375 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -98403.23 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 484 members 
Entering Unmasked Estep 
Score: -96608.281250 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -96608.28 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97151.460938 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -97151.46 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97382.406250 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -97382.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97616.414062 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -97616.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97782.640625 Penalty: 3404.446533
	Iteration 4F: 3 clusters Score -97782.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97944.984375 Penalty: 3404.446533
	Iteration 5F: 3 clusters Score -97944.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98091.039062 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -98091.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98280.929688 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -98280.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98522.562500 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -98522.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -98792.640625 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -98792.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98951.500000 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -98951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99086.148438 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -99086.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99205.265625 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -99205.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99207.359375 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -99207.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99248.703125 Penalty: 3404.446533
	Iteration 14F: 3 clusters Score -99248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99395.101562 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -99395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99401.492188 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -99401.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99402.859375 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -99402.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99402.859375 Penalty: 3404.446533
	Iteration 18F: 3 clusters Score -99402.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 39856 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 635 members 
Entering Unmasked Estep 
Score: -141991488.000000 Penalty: 152474.343750
Splitting cluster 25 changes total score from -141985552.000000 to -141991488.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (39856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Entering Unmasked Estep 
Score: -4905939.500000 Penalty: 2627.071045
	Iteration 0F: 2 clusters Score -4905940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4878860.500000 Penalty: 5254.142090
	Iteration 0F: 3 clusters Score -4878860 nChanged 18221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4888944.000000 Penalty: 5254.142090
	Iteration 1F: 3 clusters Score -4888944 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4889607.000000 Penalty: 5254.142090
	Iteration 2Q: 3 clusters Score -4889607 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4890510.000000 Penalty: 5254.142090
	Iteration 3F: 3 clusters Score -4890510 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4891804.500000 Penalty: 5254.142090
	Iteration 4F: 3 clusters Score -4891804 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4893797.500000 Penalty: 5254.142090
	Iteration 5F: 3 clusters Score -4893798 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4896377.000000 Penalty: 5254.142090
	Iteration 6F: 3 clusters Score -4896377 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4899118.000000 Penalty: 5254.142090
	Iteration 7F: 3 clusters Score -4899118 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4901277.500000 Penalty: 5254.142090
	Iteration 8F: 3 clusters Score -4901278 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4902854.500000 Penalty: 5254.142090
	Iteration 9Q: 3 clusters Score -4902854 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4904173.500000 Penalty: 5254.142090
	Iteration 10Q: 3 clusters Score -4904174 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4904986.000000 Penalty: 5254.142090
	Iteration 11Q: 3 clusters Score -4904986 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4905332.500000 Penalty: 5254.142090
	Iteration 12Q: 3 clusters Score -4905332 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4905509.000000 Penalty: 5254.142090
	Iteration 13Q: 3 clusters Score -4905509 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4905558.500000 Penalty: 5254.142090
	Iteration 14Q: 3 clusters Score -4905558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4905588.000000 Penalty: 5254.142090
	Iteration 15Q: 3 clusters Score -4905588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4905603.500000 Penalty: 5254.142090
	Iteration 16Q: 3 clusters Score -4905604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4905631.500000 Penalty: 5254.142090
	Iteration 17Q: 3 clusters Score -4905632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4905640.000000 Penalty: 5254.142090
	Iteration 18Q: 3 clusters Score -4905640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4905652.000000 Penalty: 5254.142090
	Iteration 19Q: 3 clusters Score -4905652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4905658.500000 Penalty: 5254.142090
	Iteration 20F: 3 clusters Score -4905658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4905664.000000 Penalty: 5254.142090
	Iteration 21Q: 3 clusters Score -4905664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4905684.000000 Penalty: 5254.142090
	Iteration 22Q: 3 clusters Score -4905684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4905677.000000 Penalty: 5254.142090
	Iteration 23Q: 3 clusters Score -4905677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4905687.500000 Penalty: 5254.142090
	Iteration 24Q: 3 clusters Score -4905688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4905711.000000 Penalty: 5254.142090
	Iteration 25Q: 3 clusters Score -4905711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4905728.000000 Penalty: 5254.142090
	Iteration 26Q: 3 clusters Score -4905728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4905754.000000 Penalty: 5254.142090
	Iteration 27Q: 3 clusters Score -4905754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4905811.500000 Penalty: 5254.142090
	Iteration 28Q: 3 clusters Score -4905812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4905879.500000 Penalty: 5254.142090
	Iteration 29Q: 3 clusters Score -4905880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4905965.000000 Penalty: 5254.142090
	Iteration 30Q: 3 clusters Score -4905965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4906048.000000 Penalty: 5254.142090
	Iteration 31Q: 3 clusters Score -4906048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4906108.500000 Penalty: 5254.142090
	Iteration 32Q: 3 clusters Score -4906108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4906133.000000 Penalty: 5254.142090
	Iteration 33Q: 3 clusters Score -4906133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4906159.000000 Penalty: 5254.142090
	Iteration 34Q: 3 clusters Score -4906159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4906159.500000 Penalty: 5254.142090
	Iteration 35Q: 3 clusters Score -4906160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4906164.500000 Penalty: 5254.142090
	Iteration 36Q: 3 clusters Score -4906164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4906157.500000 Penalty: 5254.142090
	Iteration 37Q: 3 clusters Score -4906158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4906166.500000 Penalty: 5254.142090
	Iteration 38Q: 3 clusters Score -4906166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4906168.000000 Penalty: 5254.142090
	Iteration 39Q: 3 clusters Score -4906168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4906171.000000 Penalty: 5254.142090
	Iteration 40F: 3 clusters Score -4906171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4906174.500000 Penalty: 5254.142090
	Iteration 41Q: 3 clusters Score -4906174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4906176.500000 Penalty: 5254.142090
	Iteration 42Q: 3 clusters Score -4906176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4906177.500000 Penalty: 5254.142090
	Iteration 43Q: 3 clusters Score -4906178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4906177.500000 Penalty: 5254.142090
	Iteration 44F: 3 clusters Score -4906178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 786 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 635 members 
Mstep: Class 45 contains 36473 members 
Entering Unmasked Estep 
Score: -141991216.000000 Penalty: 155939.671875
Splitting cluster 26 changes total score from -141985552.000000 to -141991216.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (22356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Entering Unmasked Estep 
Score: -2806413.000000 Penalty: 2483.682617
	Iteration 0F: 2 clusters Score -2806413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2790862.750000 Penalty: 4967.365234
	Iteration 0F: 3 clusters Score -2790863 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2796265.750000 Penalty: 4967.365234
	Iteration 1F: 3 clusters Score -2796266 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2796863.000000 Penalty: 4967.365234
	Iteration 2F: 3 clusters Score -2796863 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2797589.250000 Penalty: 4967.365234
	Iteration 3F: 3 clusters Score -2797589 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2798468.000000 Penalty: 4967.365234
	Iteration 4F: 3 clusters Score -2798468 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2799559.250000 Penalty: 4967.365234
	Iteration 5F: 3 clusters Score -2799559 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2800700.250000 Penalty: 4967.365234
	Iteration 6F: 3 clusters Score -2800700 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2801673.500000 Penalty: 4967.365234
	Iteration 7F: 3 clusters Score -2801674 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2802407.750000 Penalty: 4967.365234
	Iteration 8F: 3 clusters Score -2802408 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2802914.000000 Penalty: 4967.365234
	Iteration 9Q: 3 clusters Score -2802914 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2803206.750000 Penalty: 4967.365234
	Iteration 10Q: 3 clusters Score -2803207 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2803390.250000 Penalty: 4967.365234
	Iteration 11Q: 3 clusters Score -2803390 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2803488.750000 Penalty: 4967.365234
	Iteration 12Q: 3 clusters Score -2803489 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2803551.250000 Penalty: 4967.365234
	Iteration 13Q: 3 clusters Score -2803551 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2803607.500000 Penalty: 4967.365234
	Iteration 14Q: 3 clusters Score -2803608 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2803649.750000 Penalty: 4967.365234
	Iteration 15Q: 3 clusters Score -2803650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2803682.250000 Penalty: 4967.365234
	Iteration 16Q: 3 clusters Score -2803682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2803719.500000 Penalty: 4967.365234
	Iteration 17Q: 3 clusters Score -2803720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2803750.250000 Penalty: 4967.365234
	Iteration 18Q: 3 clusters Score -2803750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2803790.750000 Penalty: 4967.365234
	Iteration 19Q: 3 clusters Score -2803791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2803806.250000 Penalty: 4967.365234
	Iteration 20F: 3 clusters Score -2803806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2803847.250000 Penalty: 4967.365234
	Iteration 21Q: 3 clusters Score -2803847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2803877.750000 Penalty: 4967.365234
	Iteration 22Q: 3 clusters Score -2803878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2803898.500000 Penalty: 4967.365234
	Iteration 23Q: 3 clusters Score -2803898 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2803935.750000 Penalty: 4967.365234
	Iteration 24Q: 3 clusters Score -2803936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2803962.500000 Penalty: 4967.365234
	Iteration 25Q: 3 clusters Score -2803962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2803985.250000 Penalty: 4967.365234
	Iteration 26Q: 3 clusters Score -2803985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2804012.500000 Penalty: 4967.365234
	Iteration 27Q: 3 clusters Score -2804012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2804035.000000 Penalty: 4967.365234
	Iteration 28Q: 3 clusters Score -2804035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2804052.250000 Penalty: 4967.365234
	Iteration 29Q: 3 clusters Score -2804052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2804070.500000 Penalty: 4967.365234
	Iteration 30Q: 3 clusters Score -2804070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2804085.500000 Penalty: 4967.365234
	Iteration 31Q: 3 clusters Score -2804086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2804100.000000 Penalty: 4967.365234
	Iteration 32Q: 3 clusters Score -2804100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2804122.000000 Penalty: 4967.365234
	Iteration 33Q: 3 clusters Score -2804122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2804139.750000 Penalty: 4967.365234
	Iteration 34Q: 3 clusters Score -2804140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2804155.750000 Penalty: 4967.365234
	Iteration 35Q: 3 clusters Score -2804156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2804168.500000 Penalty: 4967.365234
	Iteration 36Q: 3 clusters Score -2804168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2804173.000000 Penalty: 4967.365234
	Iteration 37Q: 3 clusters Score -2804173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2804187.750000 Penalty: 4967.365234
	Iteration 38Q: 3 clusters Score -2804188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2804190.000000 Penalty: 4967.365234
	Iteration 39Q: 3 clusters Score -2804190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2804204.750000 Penalty: 4967.365234
	Iteration 40F: 3 clusters Score -2804205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2804226.000000 Penalty: 4967.365234
	Iteration 41Q: 3 clusters Score -2804226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2804231.500000 Penalty: 4967.365234
	Iteration 42Q: 3 clusters Score -2804232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2804262.000000 Penalty: 4967.365234
	Iteration 43Q: 3 clusters Score -2804262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2804271.000000 Penalty: 4967.365234
	Iteration 44Q: 3 clusters Score -2804271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2804283.250000 Penalty: 4967.365234
	Iteration 45Q: 3 clusters Score -2804283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2804284.750000 Penalty: 4967.365234
	Iteration 46Q: 3 clusters Score -2804285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2804299.250000 Penalty: 4967.365234
	Iteration 47Q: 3 clusters Score -2804299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2804314.000000 Penalty: 4967.365234
	Iteration 48Q: 3 clusters Score -2804314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2804327.500000 Penalty: 4967.365234
	Iteration 49Q: 3 clusters Score -2804328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2804332.000000 Penalty: 4967.365234
	Iteration 50Q: 3 clusters Score -2804332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2804340.000000 Penalty: 4967.365234
	Iteration 51Q: 3 clusters Score -2804340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2804340.250000 Penalty: 4967.365234
	Iteration 52Q: 3 clusters Score -2804340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2804353.500000 Penalty: 4967.365234
	Iteration 53Q: 3 clusters Score -2804354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2804368.000000 Penalty: 4967.365234
	Iteration 54Q: 3 clusters Score -2804368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2804372.750000 Penalty: 4967.365234
	Iteration 55Q: 3 clusters Score -2804373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2804380.750000 Penalty: 4967.365234
	Iteration 56Q: 3 clusters Score -2804381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2804390.000000 Penalty: 4967.365234
	Iteration 57Q: 3 clusters Score -2804390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2804400.250000 Penalty: 4967.365234
	Iteration 58Q: 3 clusters Score -2804400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2804410.750000 Penalty: 4967.365234
	Iteration 59Q: 3 clusters Score -2804411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2804417.000000 Penalty: 4967.365234
	Iteration 60F: 3 clusters Score -2804417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2804420.500000 Penalty: 4967.365234
	Iteration 61Q: 3 clusters Score -2804420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2804422.000000 Penalty: 4967.365234
	Iteration 62Q: 3 clusters Score -2804422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2804434.500000 Penalty: 4967.365234
	Iteration 63Q: 3 clusters Score -2804434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2804428.500000 Penalty: 4967.365234
	Iteration 64Q: 3 clusters Score -2804428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2804435.250000 Penalty: 4967.365234
	Iteration 65Q: 3 clusters Score -2804435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2804436.000000 Penalty: 4967.365234
	Iteration 66Q: 3 clusters Score -2804436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2804439.000000 Penalty: 4967.365234
	Iteration 67Q: 3 clusters Score -2804439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2804438.000000 Penalty: 4967.365234
	Iteration 68Q: 3 clusters Score -2804438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2804440.250000 Penalty: 4967.365234
	Iteration 69Q: 3 clusters Score -2804440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2804447.000000 Penalty: 4967.365234
	Iteration 70Q: 3 clusters Score -2804447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2804448.000000 Penalty: 4967.365234
	Iteration 71Q: 3 clusters Score -2804448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2804451.250000 Penalty: 4967.365234
	Iteration 72Q: 3 clusters Score -2804451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2804453.250000 Penalty: 4967.365234
	Iteration 73Q: 3 clusters Score -2804453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2804458.500000 Penalty: 4967.365234
	Iteration 74Q: 3 clusters Score -2804458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2804456.000000 Penalty: 4967.365234
	Iteration 75Q: 3 clusters Score -2804456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2804460.000000 Penalty: 4967.365234
	Iteration 76Q: 3 clusters Score -2804460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2804458.250000 Penalty: 4967.365234
	Iteration 77Q: 3 clusters Score -2804458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2804462.500000 Penalty: 4967.365234
	Iteration 78Q: 3 clusters Score -2804462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2804462.750000 Penalty: 4967.365234
	Iteration 79Q: 3 clusters Score -2804463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2804462.250000 Penalty: 4967.365234
	Iteration 80F: 3 clusters Score -2804462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2804460.250000 Penalty: 4967.365234
	Iteration 81Q: 3 clusters Score -2804460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2804462.750000 Penalty: 4967.365234
	Iteration 82Q: 3 clusters Score -2804463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2804462.750000 Penalty: 4967.365234
	Iteration 83F: 3 clusters Score -2804463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -287672.000000 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -287672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284834.843750 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -284834.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285378.062500 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -285378.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285506.000000 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -285506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285565.593750 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -285565.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -285611.593750 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -285611.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -285644.375000 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -285644.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -285671.812500 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -285671.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -285690.156250 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -285690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -285706.125000 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -285706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -285721.031250 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -285721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -285736.406250 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -285736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -285741.937500 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -285741.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -285751.250000 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -285751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -285759.125000 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -285759.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -285763.406250 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -285763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -285772.812500 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -285772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -285780.781250 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -285780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -285787.250000 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -285787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -285789.093750 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -285789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -285790.625000 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -285790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -285791.718750 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -285791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -285792.500000 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -285792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -285792.937500 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -285792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285796.781250 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -285796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285800.656250 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -285800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -285802.250000 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -285802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285802.875000 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -285802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285802.875000 Penalty: 3841.091797
	Iteration 27F: 3 clusters Score -285802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -816522.937500 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -816522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -810895.000000 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -810895 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -812533.000000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -812533 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -812895.312500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -812895.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -813250.812500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -813250.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -813669.437500 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -813669.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -814049.312500 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -814049.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -814379.375000 Penalty: 4376.748047
	Iteration 6F: 3 clusters Score -814379.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -814667.875000 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -814667.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -814909.562500 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -814909.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -815047.875000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -815047.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -815181.625000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -815181.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -815274.625000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -815274.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -815339.187500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -815339.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -815385.500000 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -815385.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -815421.937500 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -815421.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -815439.937500 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -815439.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -815451.500000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -815451.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -815461.312500 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -815461.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -815465.687500 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -815465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -815471.937500 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -815471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -815476.437500 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -815476.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -815481.000000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -815481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -815489.000000 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -815489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -815490.687500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -815490.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -815495.687500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -815495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -815496.625000 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -815496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -815501.812500 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -815501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -815501.250000 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -815501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -815501.812500 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -815501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -815501.812500 Penalty: 4376.748047
	Iteration 29F: 3 clusters Score -815501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Entering Unmasked Estep 
Score: -2819300.000000 Penalty: 2503.441162
	Iteration 0F: 2 clusters Score -2819300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2802467.750000 Penalty: 5006.882324
	Iteration 0F: 3 clusters Score -2802468 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2808559.250000 Penalty: 5006.882324
	Iteration 1F: 3 clusters Score -2808559 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2809288.250000 Penalty: 5006.882324
	Iteration 2F: 3 clusters Score -2809288 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2810101.000000 Penalty: 5006.882324
	Iteration 3F: 3 clusters Score -2810101 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2810997.000000 Penalty: 5006.882324
	Iteration 4F: 3 clusters Score -2810997 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2811912.750000 Penalty: 5006.882324
	Iteration 5F: 3 clusters Score -2811913 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2812774.000000 Penalty: 5006.882324
	Iteration 6F: 3 clusters Score -2812774 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2813606.250000 Penalty: 5006.882324
	Iteration 7F: 3 clusters Score -2813606 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2814311.750000 Penalty: 5006.882324
	Iteration 8Q: 3 clusters Score -2814312 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2814856.500000 Penalty: 5006.882324
	Iteration 9Q: 3 clusters Score -2814856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2815221.750000 Penalty: 5006.882324
	Iteration 10Q: 3 clusters Score -2815222 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2815512.000000 Penalty: 5006.882324
	Iteration 11Q: 3 clusters Score -2815512 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2815744.500000 Penalty: 5006.882324
	Iteration 12Q: 3 clusters Score -2815744 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2815957.500000 Penalty: 5006.882324
	Iteration 13Q: 3 clusters Score -2815958 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2816163.750000 Penalty: 5006.882324
	Iteration 14Q: 3 clusters Score -2816164 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2816363.000000 Penalty: 5006.882324
	Iteration 15Q: 3 clusters Score -2816363 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2816602.750000 Penalty: 5006.882324
	Iteration 16Q: 3 clusters Score -2816603 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2816798.000000 Penalty: 5006.882324
	Iteration 17Q: 3 clusters Score -2816798 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2816992.500000 Penalty: 5006.882324
	Iteration 18Q: 3 clusters Score -2816992 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2817188.250000 Penalty: 5006.882324
	Iteration 19Q: 3 clusters Score -2817188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2817325.000000 Penalty: 5006.882324
	Iteration 20F: 3 clusters Score -2817325 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2817459.750000 Penalty: 5006.882324
	Iteration 21Q: 3 clusters Score -2817460 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2817556.000000 Penalty: 5006.882324
	Iteration 22Q: 3 clusters Score -2817556 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2817635.000000 Penalty: 5006.882324
	Iteration 23Q: 3 clusters Score -2817635 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2817704.750000 Penalty: 5006.882324
	Iteration 24Q: 3 clusters Score -2817705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2817743.000000 Penalty: 5006.882324
	Iteration 25Q: 3 clusters Score -2817743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2817773.750000 Penalty: 5006.882324
	Iteration 26Q: 3 clusters Score -2817774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2817805.000000 Penalty: 5006.882324
	Iteration 27Q: 3 clusters Score -2817805 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2817832.250000 Penalty: 5006.882324
	Iteration 28Q: 3 clusters Score -2817832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2817860.250000 Penalty: 5006.882324
	Iteration 29Q: 3 clusters Score -2817860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2817894.250000 Penalty: 5006.882324
	Iteration 30Q: 3 clusters Score -2817894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2817906.750000 Penalty: 5006.882324
	Iteration 31Q: 3 clusters Score -2817907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2817928.250000 Penalty: 5006.882324
	Iteration 32Q: 3 clusters Score -2817928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2817945.000000 Penalty: 5006.882324
	Iteration 33Q: 3 clusters Score -2817945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2817964.750000 Penalty: 5006.882324
	Iteration 34Q: 3 clusters Score -2817965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2817969.000000 Penalty: 5006.882324
	Iteration 35Q: 3 clusters Score -2817969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2817989.250000 Penalty: 5006.882324
	Iteration 36Q: 3 clusters Score -2817989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2817998.500000 Penalty: 5006.882324
	Iteration 37Q: 3 clusters Score -2817998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2818005.000000 Penalty: 5006.882324
	Iteration 38Q: 3 clusters Score -2818005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2818015.750000 Penalty: 5006.882324
	Iteration 39Q: 3 clusters Score -2818016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2818010.000000 Penalty: 5006.882324
	Iteration 40F: 3 clusters Score -2818010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2818017.500000 Penalty: 5006.882324
	Iteration 41Q: 3 clusters Score -2818018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2818030.250000 Penalty: 5006.882324
	Iteration 42Q: 3 clusters Score -2818030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2818026.000000 Penalty: 5006.882324
	Iteration 43Q: 3 clusters Score -2818026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2818034.000000 Penalty: 5006.882324
	Iteration 44Q: 3 clusters Score -2818034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2818045.750000 Penalty: 5006.882324
	Iteration 45Q: 3 clusters Score -2818046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2818056.250000 Penalty: 5006.882324
	Iteration 46Q: 3 clusters Score -2818056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2818062.000000 Penalty: 5006.882324
	Iteration 47Q: 3 clusters Score -2818062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2818063.000000 Penalty: 5006.882324
	Iteration 48Q: 3 clusters Score -2818063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2818074.250000 Penalty: 5006.882324
	Iteration 49Q: 3 clusters Score -2818074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2818078.250000 Penalty: 5006.882324
	Iteration 50Q: 3 clusters Score -2818078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2818079.500000 Penalty: 5006.882324
	Iteration 51Q: 3 clusters Score -2818080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2818089.250000 Penalty: 5006.882324
	Iteration 52Q: 3 clusters Score -2818089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2818093.250000 Penalty: 5006.882324
	Iteration 53Q: 3 clusters Score -2818093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2818105.250000 Penalty: 5006.882324
	Iteration 54Q: 3 clusters Score -2818105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2818109.000000 Penalty: 5006.882324
	Iteration 55Q: 3 clusters Score -2818109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2818108.750000 Penalty: 5006.882324
	Iteration 56Q: 3 clusters Score -2818109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2818112.250000 Penalty: 5006.882324
	Iteration 57Q: 3 clusters Score -2818112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2818115.000000 Penalty: 5006.882324
	Iteration 58Q: 3 clusters Score -2818115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2818117.500000 Penalty: 5006.882324
	Iteration 59Q: 3 clusters Score -2818118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2818116.750000 Penalty: 5006.882324
	Iteration 60F: 3 clusters Score -2818117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2818118.750000 Penalty: 5006.882324
	Iteration 61Q: 3 clusters Score -2818119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2818121.250000 Penalty: 5006.882324
	Iteration 62Q: 3 clusters Score -2818121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2818124.250000 Penalty: 5006.882324
	Iteration 63Q: 3 clusters Score -2818124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2818129.250000 Penalty: 5006.882324
	Iteration 64Q: 3 clusters Score -2818129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2818130.750000 Penalty: 5006.882324
	Iteration 65Q: 3 clusters Score -2818131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2818130.500000 Penalty: 5006.882324
	Iteration 66Q: 3 clusters Score -2818130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2818129.500000 Penalty: 5006.882324
	Iteration 67Q: 3 clusters Score -2818130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2818132.250000 Penalty: 5006.882324
	Iteration 68Q: 3 clusters Score -2818132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2818131.250000 Penalty: 5006.882324
	Iteration 69Q: 3 clusters Score -2818131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2818132.750000 Penalty: 5006.882324
	Iteration 70Q: 3 clusters Score -2818133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2818131.000000 Penalty: 5006.882324
	Iteration 71Q: 3 clusters Score -2818131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2818131.000000 Penalty: 5006.882324
	Iteration 72Q: 3 clusters Score -2818131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2818131.750000 Penalty: 5006.882324
	Iteration 73Q: 3 clusters Score -2818132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2818131.000000 Penalty: 5006.882324
	Iteration 74Q: 3 clusters Score -2818131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2818131.250000 Penalty: 5006.882324
	Iteration 75Q: 3 clusters Score -2818131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2818134.500000 Penalty: 5006.882324
	Iteration 76Q: 3 clusters Score -2818134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2818133.750000 Penalty: 5006.882324
	Iteration 77Q: 3 clusters Score -2818134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2818133.250000 Penalty: 5006.882324
	Iteration 78Q: 3 clusters Score -2818133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2818132.750000 Penalty: 5006.882324
	Iteration 79Q: 3 clusters Score -2818133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2818136.000000 Penalty: 5006.882324
	Iteration 80F: 3 clusters Score -2818136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2818130.500000 Penalty: 5006.882324
	Iteration 81Q: 3 clusters Score -2818130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2818133.500000 Penalty: 5006.882324
	Iteration 82Q: 3 clusters Score -2818134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2818135.000000 Penalty: 5006.882324
	Iteration 83Q: 3 clusters Score -2818135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2818134.500000 Penalty: 5006.882324
	Iteration 84Q: 3 clusters Score -2818134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2818134.500000 Penalty: 5006.882324
	Iteration 85F: 3 clusters Score -2818134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -79338.781250 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -79338.78 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 378 members 
Entering Unmasked Estep 
Score: -77763.132812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -77763.13 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78262.195312 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -78262.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78973.593750 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -78973.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79353.578125 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -79353.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79678.343750 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -79678.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79877.648438 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -79877.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80079.687500 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -80079.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -80153.617188 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -80153.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -80171.765625 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -80171.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -80183.109375 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -80183.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -80195.023438 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -80195.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80198.203125 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -80198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80199.382812 Penalty: 3306.810547
	Iteration 12F: 3 clusters Score -80199.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80210.007812 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -80210.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80263.203125 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -80263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80263.203125 Penalty: 3306.810547
	Iteration 15F: 3 clusters Score -80263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 4981 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 635 members 
Mstep: Class 45 contains 36473 members 
Mstep: Class 46 contains 136 members 
Entering Unmasked Estep 
Score: -141990080.000000 Penalty: 159404.984375
Splitting cluster 31 changes total score from -141985552.000000 to -141990080.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -922034.937500 Penalty: 2206.557373
	Iteration 0F: 2 clusters Score -922034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -916117.000000 Penalty: 4413.114746
	Iteration 0F: 3 clusters Score -916117 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -917616.312500 Penalty: 4413.114746
	Iteration 1F: 3 clusters Score -917616.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -917828.500000 Penalty: 4413.114746
	Iteration 2F: 3 clusters Score -917828.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -917960.937500 Penalty: 4413.114746
	Iteration 3Q: 3 clusters Score -917960.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -918060.875000 Penalty: 4413.114746
	Iteration 4Q: 3 clusters Score -918060.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -918135.312500 Penalty: 4413.114746
	Iteration 5Q: 3 clusters Score -918135.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -918207.437500 Penalty: 4413.114746
	Iteration 6Q: 3 clusters Score -918207.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -918270.812500 Penalty: 4413.114746
	Iteration 7Q: 3 clusters Score -918270.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -918344.375000 Penalty: 4413.114746
	Iteration 8Q: 3 clusters Score -918344.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -918422.875000 Penalty: 4413.114746
	Iteration 9Q: 3 clusters Score -918422.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -918514.500000 Penalty: 4413.114746
	Iteration 10Q: 3 clusters Score -918514.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -918591.000000 Penalty: 4413.114746
	Iteration 11Q: 3 clusters Score -918591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -918663.937500 Penalty: 4413.114746
	Iteration 12Q: 3 clusters Score -918663.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -918768.000000 Penalty: 4413.114746
	Iteration 13Q: 3 clusters Score -918768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -918899.187500 Penalty: 4413.114746
	Iteration 14Q: 3 clusters Score -918899.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -919053.062500 Penalty: 4413.114746
	Iteration 15Q: 3 clusters Score -919053.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -919212.937500 Penalty: 4413.114746
	Iteration 16Q: 3 clusters Score -919212.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -919359.312500 Penalty: 4413.114746
	Iteration 17Q: 3 clusters Score -919359.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -919514.312500 Penalty: 4413.114746
	Iteration 18Q: 3 clusters Score -919514.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -919659.250000 Penalty: 4413.114746
	Iteration 19Q: 3 clusters Score -919659.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -919790.687500 Penalty: 4413.114746
	Iteration 20F: 3 clusters Score -919790.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -919884.250000 Penalty: 4413.114746
	Iteration 21Q: 3 clusters Score -919884.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -919941.937500 Penalty: 4413.114746
	Iteration 22Q: 3 clusters Score -919941.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -919987.812500 Penalty: 4413.114746
	Iteration 23Q: 3 clusters Score -919987.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -920023.062500 Penalty: 4413.114746
	Iteration 24Q: 3 clusters Score -920023.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -920051.625000 Penalty: 4413.114746
	Iteration 25Q: 3 clusters Score -920051.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -920081.750000 Penalty: 4413.114746
	Iteration 26Q: 3 clusters Score -920081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -920103.250000 Penalty: 4413.114746
	Iteration 27Q: 3 clusters Score -920103.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -920123.125000 Penalty: 4413.114746
	Iteration 28Q: 3 clusters Score -920123.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -920152.625000 Penalty: 4413.114746
	Iteration 29Q: 3 clusters Score -920152.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -920168.750000 Penalty: 4413.114746
	Iteration 30Q: 3 clusters Score -920168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -920185.125000 Penalty: 4413.114746
	Iteration 31Q: 3 clusters Score -920185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -920193.812500 Penalty: 4413.114746
	Iteration 32Q: 3 clusters Score -920193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -920208.125000 Penalty: 4413.114746
	Iteration 33Q: 3 clusters Score -920208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -920223.312500 Penalty: 4413.114746
	Iteration 34Q: 3 clusters Score -920223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -920232.312500 Penalty: 4413.114746
	Iteration 35Q: 3 clusters Score -920232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -920242.125000 Penalty: 4413.114746
	Iteration 36Q: 3 clusters Score -920242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -920261.812500 Penalty: 4413.114746
	Iteration 37Q: 3 clusters Score -920261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -920281.187500 Penalty: 4413.114746
	Iteration 38Q: 3 clusters Score -920281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -920291.250000 Penalty: 4413.114746
	Iteration 39Q: 3 clusters Score -920291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -920300.187500 Penalty: 4413.114746
	Iteration 40F: 3 clusters Score -920300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -920310.062500 Penalty: 4413.114746
	Iteration 41Q: 3 clusters Score -920310.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -920323.687500 Penalty: 4413.114746
	Iteration 42Q: 3 clusters Score -920323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -920331.375000 Penalty: 4413.114746
	Iteration 43Q: 3 clusters Score -920331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -920332.750000 Penalty: 4413.114746
	Iteration 44Q: 3 clusters Score -920332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -920334.375000 Penalty: 4413.114746
	Iteration 45Q: 3 clusters Score -920334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -920334.125000 Penalty: 4413.114746
	Iteration 46Q: 3 clusters Score -920334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -920334.125000 Penalty: 4413.114746
	Iteration 47F: 3 clusters Score -920334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -573587.437500 Penalty: 2111.319580
	Iteration 0F: 2 clusters Score -573587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -569121.875000 Penalty: 4222.639160
	Iteration 0F: 3 clusters Score -569121.9 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -570416.687500 Penalty: 4222.639160
	Iteration 1F: 3 clusters Score -570416.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -570896.000000 Penalty: 4222.639160
	Iteration 2F: 3 clusters Score -570896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -571327.812500 Penalty: 4222.639160
	Iteration 3F: 3 clusters Score -571327.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -571738.062500 Penalty: 4222.639160
	Iteration 4F: 3 clusters Score -571738.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -572126.625000 Penalty: 4222.639160
	Iteration 5F: 3 clusters Score -572126.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -572421.812500 Penalty: 4222.639160
	Iteration 6F: 3 clusters Score -572421.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -572646.500000 Penalty: 4222.639160
	Iteration 7Q: 3 clusters Score -572646.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -572853.375000 Penalty: 4222.639160
	Iteration 8Q: 3 clusters Score -572853.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -573040.312500 Penalty: 4222.639160
	Iteration 9Q: 3 clusters Score -573040.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -573184.125000 Penalty: 4222.639160
	Iteration 10Q: 3 clusters Score -573184.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -573292.750000 Penalty: 4222.639160
	Iteration 11Q: 3 clusters Score -573292.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -573380.312500 Penalty: 4222.639160
	Iteration 12Q: 3 clusters Score -573380.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -573455.500000 Penalty: 4222.639160
	Iteration 13Q: 3 clusters Score -573455.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -573508.562500 Penalty: 4222.639160
	Iteration 14Q: 3 clusters Score -573508.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -573550.687500 Penalty: 4222.639160
	Iteration 15Q: 3 clusters Score -573550.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -573594.812500 Penalty: 4222.639160
	Iteration 16Q: 3 clusters Score -573594.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -573667.625000 Penalty: 4222.639160
	Iteration 17Q: 3 clusters Score -573667.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -573826.125000 Penalty: 4222.639160
	Iteration 18Q: 3 clusters Score -573826.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -574096.187500 Penalty: 4222.639160
	Iteration 19Q: 3 clusters Score -574096.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -574229.812500 Penalty: 4222.639160
	Iteration 20F: 3 clusters Score -574229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -574252.062500 Penalty: 4222.639160
	Iteration 21Q: 3 clusters Score -574252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -574259.750000 Penalty: 4222.639160
	Iteration 22Q: 3 clusters Score -574259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -574263.062500 Penalty: 4222.639160
	Iteration 23Q: 3 clusters Score -574263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -574263.625000 Penalty: 4222.639160
	Iteration 24Q: 3 clusters Score -574263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -574263.937500 Penalty: 4222.639160
	Iteration 25Q: 3 clusters Score -574263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -574264.250000 Penalty: 4222.639160
	Iteration 26Q: 3 clusters Score -574264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -574264.250000 Penalty: 4222.639160
	Iteration 27F: 3 clusters Score -574264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 7046 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 635 members 
Mstep: Class 45 contains 36473 members 
Mstep: Class 46 contains 136 members 
Mstep: Class 47 contains 2998 members 
Entering Unmasked Estep 
Score: -141989344.000000 Penalty: 162870.312500
Splitting cluster 33 changes total score from -141985552.000000 to -141989344.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -756527.375000 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -756527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -750780.625000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -750780.6 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -752936.250000 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -752936.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -754057.625000 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -754057.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -754988.625000 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -754988.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -755550.750000 Penalty: 4394.666504
	Iteration 4F: 3 clusters Score -755550.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -755947.937500 Penalty: 4394.666504
	Iteration 5F: 3 clusters Score -755947.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -756267.375000 Penalty: 4394.666504
	Iteration 6Q: 3 clusters Score -756267.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -756529.625000 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -756529.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -756765.250000 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -756765.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -756952.875000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -756952.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -757112.625000 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -757112.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -757270.750000 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -757270.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -757403.687500 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -757403.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -757530.375000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -757530.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -757623.000000 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -757623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -757707.500000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -757707.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -757780.875000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -757780.9 nChanged 68
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: -757838.750000 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -757838.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -757885.937500 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -757885.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -757933.375000 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -757933.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -758010.750000 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -758010.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -758113.500000 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -758113.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -758155.625000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -758155.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -758182.250000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -758182.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -758200.437500 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -758200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -758211.250000 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -758211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -758217.687500 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -758217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -758227.000000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -758227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -758229.937500 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -758229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -758233.625000 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -758233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -758234.875000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -758234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -758235.625000 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -758235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -758235.437500 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -758235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -758239.062500 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -758239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -758239.875000 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -758239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -758239.875000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -758239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -758240.500000 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -758240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -758241.875000 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -758241.9 nChanged 1
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: -758242.562500 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -758242.6 nChanged 0
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: -758242.562500 Penalty: 4394.666504
	Iteration 39F: 3 clusters Score -758242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 5705 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 153 members 
Mstep: Class 40 contains 324536 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 513 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 635 members 
Mstep: Class 45 contains 36473 members 
Mstep: Class 46 contains 136 members 
Mstep: Class 47 contains 2998 members 
Mstep: Class 48 contains 1341 members 
Entering Unmasked Estep 
Score: -141989680.000000 Penalty: 166335.640625
Splitting cluster 34 changes total score from -141985552.000000 to -141989680.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 35 (10238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Entering Unmasked Estep 
Score: -1225927.625000 Penalty: 2289.997803
	Iteration 0F: 2 clusters Score -1225928 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 5119 members 
Entering Unmasked Estep 
Score: -1218149.500000 Penalty: 4579.995605
	Iteration 0F: 3 clusters Score -1218150 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1220511.125000 Penalty: 4579.995605
	Iteration 1F: 3 clusters Score -1220511 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1220844.625000 Penalty: 4579.995605
	Iteration 2F: 3 clusters Score -1220845 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1221105.875000 Penalty: 4579.995605
	Iteration 3F: 3 clusters Score -1221106 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1221342.750000 Penalty: 4579.995605
	Iteration 4Q: 3 clusters Score -1221343 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1221556.125000 Penalty: 4579.995605
	Iteration 5Q: 3 clusters Score -1221556 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1221762.250000 Penalty: 4579.995605
	Iteration 6Q: 3 clusters Score -1221762 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1222008.375000 Penalty: 4579.995605
	Iteration 7Q: 3 clusters Score -1222008 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1222283.125000 Penalty: 4579.995605
	Iteration 8Q: 3 clusters Score -1222283 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1222588.875000 Penalty: 4579.995605
	Iteration 9Q: 3 clusters Score -1222589 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1222907.375000 Penalty: 4579.995605
	Iteration 10Q: 3 clusters Score -1222907 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1223222.500000 Penalty: 4579.995605
	Iteration 11Q: 3 clusters Score -1223222 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1223535.125000 Penalty: 4579.995605
	Iteration 12Q: 3 clusters Score -1223535 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1223837.875000 Penalty: 4579.995605
	Iteration 13Q: 3 clusters Score -1223838 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1224066.625000 Penalty: 4579.995605
	Iteration 14Q: 3 clusters Score -1224067 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1224261.250000 Penalty: 4579.995605
	Iteration 15Q: 3 clusters Score -1224261 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1224440.500000 Penalty: 4579.995605
	Iteration 16Q: 3 clusters Score -1224440 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1224596.750000 Penalty: 4579.995605
	Iteration 17Q: 3 clusters Score -1224597 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1224697.500000 Penalty: 4579.995605
	Iteration 18Q: 3 clusters Score -1224698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1224753.250000 Penalty: 4579.995605
	Iteration 19Q: 3 clusters Score -1224753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1224777.625000 Penalty: 4579.995605
	Iteration 20F: 3 clusters Score -1224778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1224792.250000 Penalty: 4579.995605
	Iteration 21Q: 3 clusters Score -1224792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1224809.875000 Penalty: 4579.995605
	Iteration 22Q: 3 clusters Score -1224810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1224822.500000 Penalty: 4579.995605
	Iteration 23Q: 3 clusters Score -1224822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1224825.375000 Penalty: 4579.995605
	Iteration 24Q: 3 clusters Score -1224825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1224826.750000 Penalty: 4579.995605
	Iteration 25Q: 3 clusters Score -1224827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1224832.125000 Penalty: 4579.995605
	Iteration 26Q: 3 clusters Score -1224832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1224834.250000 Penalty: 4579.995605
	Iteration 27Q: 3 clusters Score -1224834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1224835.375000 Penalty: 4579.995605
	Iteration 28Q: 3 clusters Score -1224835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1224833.250000 Penalty: 4579.995605
	Iteration 29Q: 3 clusters Score -1224833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1224834.000000 Penalty: 4579.995605
	Iteration 30Q: 3 clusters Score -1224834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1224835.375000 Penalty: 4579.995605
	Iteration 31Q: 3 clusters Score -1224835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1224836.750000 Penalty: 4579.995605
	Iteration 32Q: 3 clusters Score -1224837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1224837.750000 Penalty: 4579.995605
	Iteration 33Q: 3 clusters Score -1224838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1224835.250000 Penalty: 4579.995605
	Iteration 34Q: 3 clusters Score -1224835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1224835.250000 Penalty: 4579.995605
	Iteration 35Q: 3 clusters Score -1224835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1224837.000000 Penalty: 4579.995605
	Iteration 36Q: 3 clusters Score -1224837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1224837.000000 Penalty: 4579.995605
	Iteration 37F: 3 clusters Score -1224837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -128829.007812 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -128829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126847.781250 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -126847.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127216.101562 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -127216.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127448.828125 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -127448.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -127753.687500 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -127753.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -128046.234375 Penalty: 3478.902100
	Iteration 4F: 3 clusters Score -128046.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -128233.906250 Penalty: 3478.902100
	Iteration 5F: 3 clusters Score -128233.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -128341.570312 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -128341.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -128391.593750 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -128391.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -128407.359375 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -128407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -128411.585938 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -128411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -128417.093750 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -128417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -128417.960938 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -128418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -128417.960938 Penalty: 3478.902100
	Iteration 12F: 3 clusters Score -128418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 12751 members 
Mstep: Class 4 contains 52793 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 60067 members 
Mstep: Class 11 contains 12824 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 58318 members 
Mstep: Class 18 contains 26145 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30709 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 5705 members 
Mstep: Class 35 contains 10238 members 
Mstep: Class 36 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997200.000000 Penalty: 166335.640625
Iteration 79Q: 49 clusters Score -1.419972e+08 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 29865 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 8 contains 186437 members 
Mstep: Class 9 contains 17601 members 
Mstep: Class 10 contains 59886 members 
Mstep: Class 11 contains 12837 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 5445 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 157062 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 26309 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 20 contains 6875 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30760 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 419 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 3656 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6699 members 
Mstep: Class 30 contains 24233 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 2331 members 
Mstep: Class 34 contains 5965 members 
Mstep: Class 35 contains 10294 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 14601 members 
Mstep: Class 38 contains 1375 members 
Mstep: Class 39 contains 173 members 
Mstep: Class 40 contains 320893 members 
Mstep: Class 41 contains 287 members 
Mstep: Class 42 contains 510 members 
Mstep: Class 43 contains 281 members 
Mstep: Class 44 contains 633 members 
Mstep: Class 45 contains 35859 members 
Mstep: Class 46 contains 158 members 
Mstep: Class 47 contains 2766 members 
Mstep: Class 48 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004912.000000 Penalty: 166335.640625
Iteration 80F: 49 clusters Score -1.420049e+08 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 29376 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 52714 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 185603 members 
Mstep: Class 9 contains 17575 members 
Mstep: Class 10 contains 59743 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 13844 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 156704 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 56801 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 391 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 22493 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 6640 members 
Mstep: Class 30 contains 24132 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 7343 members 
Mstep: Class 33 contains 2602 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 10146 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14606 members 
Mstep: Class 38 contains 1476 members 
Mstep: Class 39 contains 193 members 
Mstep: Class 40 contains 323160 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 615 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 630 members 
Mstep: Class 45 contains 35912 members 
Mstep: Class 46 contains 163 members 
Mstep: Class 47 contains 3063 members 
Mstep: Class 48 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009072.000000 Penalty: 166335.640625
Iteration 81Q: 49 clusters Score -1.420091e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 12692 members 
Mstep: Class 4 contains 52526 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 184985 members 
Mstep: Class 9 contains 17557 members 
Mstep: Class 10 contains 59631 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 14269 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156543 members 
Mstep: Class 16 contains 5328 members 
Mstep: Class 17 contains 55744 members 
Mstep: Class 18 contains 26162 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 6780 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30513 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 377 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 22482 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 6565 members 
Mstep: Class 30 contains 24130 members 
Mstep: Class 31 contains 667 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 10076 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14595 members 
Mstep: Class 38 contains 1523 members 
Mstep: Class 39 contains 190 members 
Mstep: Class 40 contains 324533 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 663 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 637 members 
Mstep: Class 45 contains 35864 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 3230 members 
Mstep: Class 48 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010576.000000 Penalty: 166335.640625
Iteration 82Q: 49 clusters Score -1.420106e+08 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 28666 members 
Mstep: Class 3 contains 12662 members 
Mstep: Class 4 contains 52400 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 184454 members 
Mstep: Class 9 contains 17552 members 
Mstep: Class 10 contains 59506 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 14619 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156511 members 
Mstep: Class 16 contains 5336 members 
Mstep: Class 17 contains 54992 members 
Mstep: Class 18 contains 26117 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30425 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 372 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 6492 members 
Mstep: Class 30 contains 24165 members 
Mstep: Class 31 contains 669 members 
Mstep: Class 32 contains 7383 members 
Mstep: Class 33 contains 2976 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 10041 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14604 members 
Mstep: Class 38 contains 1545 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 325465 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 686 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 643 members 
Mstep: Class 45 contains 35798 members 
Mstep: Class 46 contains 157 members 
Mstep: Class 47 contains 3368 members 
Mstep: Class 48 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011328.000000 Penalty: 166335.640625
Iteration 83Q: 49 clusters Score -1.420113e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 28360 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 52287 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 370 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 184025 members 
Mstep: Class 9 contains 17540 members 
Mstep: Class 10 contains 59410 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 14909 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156496 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 54395 members 
Mstep: Class 18 contains 26088 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30343 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 3935 members 
Mstep: Class 27 contains 22493 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 6431 members 
Mstep: Class 30 contains 24231 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7411 members 
Mstep: Class 33 contains 3116 members 
Mstep: Class 34 contains 6415 members 
Mstep: Class 35 contains 10014 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14606 members 
Mstep: Class 38 contains 1557 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 326191 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 699 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 646 members 
Mstep: Class 45 contains 35739 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3488 members 
Mstep: Class 48 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011248.000000 Penalty: 166335.640625
Iteration 84Q: 49 clusters Score -1.420112e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 28078 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 52196 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 183599 members 
Mstep: Class 9 contains 17548 members 
Mstep: Class 10 contains 59306 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 15147 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156505 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 53964 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30277 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 22504 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 6379 members 
Mstep: Class 30 contains 24329 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7433 members 
Mstep: Class 33 contains 3225 members 
Mstep: Class 34 contains 6487 members 
Mstep: Class 35 contains 10001 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14598 members 
Mstep: Class 38 contains 1572 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 326724 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 708 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35704 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3590 members 
Mstep: Class 48 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012016.000000 Penalty: 166335.640625
Iteration 85Q: 49 clusters Score -1.42012e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 27811 members 
Mstep: Class 3 contains 12653 members 
Mstep: Class 4 contains 52116 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 183218 members 
Mstep: Class 9 contains 17552 members 
Mstep: Class 10 contains 59198 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 15378 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156539 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 53572 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30224 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 24413 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7444 members 
Mstep: Class 33 contains 3334 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 9987 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14586 members 
Mstep: Class 38 contains 1579 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 327183 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 714 members 
Mstep: Class 43 contains 284 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35666 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3681 members 
Mstep: Class 48 contains 2318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012640.000000 Penalty: 166335.640625
Iteration 86Q: 49 clusters Score -1.420126e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 12657 members 
Mstep: Class 4 contains 52052 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 182902 members 
Mstep: Class 9 contains 17553 members 
Mstep: Class 10 contains 59101 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 15596 members 
Mstep: Class 13 contains 5517 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156570 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 53251 members 
Mstep: Class 18 contains 26017 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 30188 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4029 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 6272 members 
Mstep: Class 30 contains 24505 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7459 members 
Mstep: Class 33 contains 3419 members 
Mstep: Class 34 contains 6600 members 
Mstep: Class 35 contains 9981 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14583 members 
Mstep: Class 38 contains 1587 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 327557 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 717 members 
Mstep: Class 43 contains 283 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35620 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3785 members 
Mstep: Class 48 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012784.000000 Penalty: 166335.640625
Iteration 87Q: 49 clusters Score -1.420128e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 27279 members 
Mstep: Class 3 contains 12658 members 
Mstep: Class 4 contains 51991 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 182626 members 
Mstep: Class 9 contains 17559 members 
Mstep: Class 10 contains 59012 members 
Mstep: Class 11 contains 12788 members 
Mstep: Class 12 contains 15801 members 
Mstep: Class 13 contains 5520 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156615 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 52939 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30149 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4050 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 6218 members 
Mstep: Class 30 contains 24588 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7470 members 
Mstep: Class 33 contains 3508 members 
Mstep: Class 34 contains 6654 members 
Mstep: Class 35 contains 9981 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14578 members 
Mstep: Class 38 contains 1592 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 327878 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 719 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35581 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3881 members 
Mstep: Class 48 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013040.000000 Penalty: 166335.640625
Iteration 88Q: 49 clusters Score -1.42013e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 12655 members 
Mstep: Class 4 contains 51929 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15183 members 
Mstep: Class 8 contains 182368 members 
Mstep: Class 9 contains 17559 members 
Mstep: Class 10 contains 58887 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 15994 members 
Mstep: Class 13 contains 5530 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156657 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 52710 members 
Mstep: Class 18 contains 25959 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30118 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4061 members 
Mstep: Class 27 contains 22515 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 6160 members 
Mstep: Class 30 contains 24678 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 3577 members 
Mstep: Class 34 contains 6708 members 
Mstep: Class 35 contains 9969 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14581 members 
Mstep: Class 38 contains 1602 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 328161 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 719 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35555 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 3962 members 
Mstep: Class 48 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013232.000000 Penalty: 166335.640625
Iteration 89Q: 49 clusters Score -1.420132e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 12656 members 
Mstep: Class 4 contains 51872 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15201 members 
Mstep: Class 8 contains 182126 members 
Mstep: Class 9 contains 17558 members 
Mstep: Class 10 contains 58735 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 16166 members 
Mstep: Class 13 contains 5536 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156722 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 25934 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30093 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 24761 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 3628 members 
Mstep: Class 34 contains 6756 members 
Mstep: Class 35 contains 9965 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14577 members 
Mstep: Class 38 contains 1611 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 328391 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 720 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35533 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4024 members 
Mstep: Class 48 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013424.000000 Penalty: 166335.640625
Iteration 90Q: 49 clusters Score -1.420134e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 51806 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15226 members 
Mstep: Class 8 contains 181849 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 58586 members 
Mstep: Class 11 contains 12795 members 
Mstep: Class 12 contains 16326 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156779 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 52389 members 
Mstep: Class 18 contains 25925 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 22536 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 6049 members 
Mstep: Class 30 contains 24844 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7496 members 
Mstep: Class 33 contains 3669 members 
Mstep: Class 34 contains 6806 members 
Mstep: Class 35 contains 9963 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14578 members 
Mstep: Class 38 contains 1616 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 328658 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 723 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35512 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4092 members 
Mstep: Class 48 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013840.000000 Penalty: 166335.640625
Iteration 91Q: 49 clusters Score -1.420138e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 26288 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 51745 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 181571 members 
Mstep: Class 9 contains 17561 members 
Mstep: Class 10 contains 58410 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 16454 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156842 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 52268 members 
Mstep: Class 18 contains 25918 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30052 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 22551 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5988 members 
Mstep: Class 30 contains 24920 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7509 members 
Mstep: Class 33 contains 3705 members 
Mstep: Class 34 contains 6860 members 
Mstep: Class 35 contains 9951 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14575 members 
Mstep: Class 38 contains 1622 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 328925 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 725 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35496 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4152 members 
Mstep: Class 48 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013952.000000 Penalty: 166335.640625
Iteration 92Q: 49 clusters Score -1.42014e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 26088 members 
Mstep: Class 3 contains 12653 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15244 members 
Mstep: Class 8 contains 181338 members 
Mstep: Class 9 contains 17562 members 
Mstep: Class 10 contains 58206 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 16567 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156899 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 52168 members 
Mstep: Class 18 contains 25902 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30031 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 22565 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 25026 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 3742 members 
Mstep: Class 34 contains 6899 members 
Mstep: Class 35 contains 9944 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14576 members 
Mstep: Class 38 contains 1624 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 329130 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35466 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4212 members 
Mstep: Class 48 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014320.000000 Penalty: 166335.640625
Iteration 93Q: 49 clusters Score -1.420143e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 25895 members 
Mstep: Class 3 contains 12650 members 
Mstep: Class 4 contains 51644 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 181108 members 
Mstep: Class 9 contains 17553 members 
Mstep: Class 10 contains 57995 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156950 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 18 contains 25897 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 22577 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5870 members 
Mstep: Class 30 contains 25109 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7516 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 6938 members 
Mstep: Class 35 contains 9940 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14581 members 
Mstep: Class 38 contains 1629 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 329347 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 731 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35448 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4262 members 
Mstep: Class 48 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014496.000000 Penalty: 166335.640625
Iteration 94Q: 49 clusters Score -1.420145e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 25719 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 51593 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 180859 members 
Mstep: Class 9 contains 17547 members 
Mstep: Class 10 contains 57803 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157005 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 25897 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29990 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 22595 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 25207 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 3815 members 
Mstep: Class 34 contains 6960 members 
Mstep: Class 35 contains 9932 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14585 members 
Mstep: Class 38 contains 1632 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 329594 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 736 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35429 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4309 members 
Mstep: Class 48 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014976.000000 Penalty: 166335.640625
Iteration 95Q: 49 clusters Score -1.42015e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 25570 members 
Mstep: Class 3 contains 12647 members 
Mstep: Class 4 contains 51545 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15259 members 
Mstep: Class 8 contains 180590 members 
Mstep: Class 9 contains 17542 members 
Mstep: Class 10 contains 57601 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 16830 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157047 members 
Mstep: Class 16 contains 5326 members 
Mstep: Class 17 contains 51879 members 
Mstep: Class 18 contains 25895 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29979 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 22603 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5729 members 
Mstep: Class 30 contains 25290 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 3840 members 
Mstep: Class 34 contains 6994 members 
Mstep: Class 35 contains 9936 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14589 members 
Mstep: Class 38 contains 1631 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 329839 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 740 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35391 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4351 members 
Mstep: Class 48 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014928.000000 Penalty: 166335.640625
Iteration 96Q: 49 clusters Score -1.420149e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 25412 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 51511 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15265 members 
Mstep: Class 8 contains 180332 members 
Mstep: Class 9 contains 17554 members 
Mstep: Class 10 contains 57379 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157097 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 51817 members 
Mstep: Class 18 contains 25893 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6522 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29974 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 22605 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5662 members 
Mstep: Class 30 contains 25370 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7532 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 7023 members 
Mstep: Class 35 contains 9936 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14587 members 
Mstep: Class 38 contains 1634 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 330057 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 741 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35367 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142015152.000000 Penalty: 166335.640625
Iteration 97Q: 49 clusters Score -1.420152e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 25280 members 
Mstep: Class 3 contains 12648 members 
Mstep: Class 4 contains 51470 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15269 members 
Mstep: Class 8 contains 180059 members 
Mstep: Class 9 contains 17563 members 
Mstep: Class 10 contains 57124 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 5577 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157140 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 51750 members 
Mstep: Class 18 contains 25894 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29955 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 25456 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7534 members 
Mstep: Class 33 contains 3880 members 
Mstep: Class 34 contains 7056 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14584 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 330309 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 742 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35353 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4424 members 
Mstep: Class 48 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142015488.000000 Penalty: 166335.640625
Iteration 98Q: 49 clusters Score -1.420155e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 25144 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 51443 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15271 members 
Mstep: Class 8 contains 179813 members 
Mstep: Class 9 contains 17567 members 
Mstep: Class 10 contains 56859 members 
Mstep: Class 11 contains 12774 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 157181 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 51700 members 
Mstep: Class 18 contains 25898 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29946 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5520 members 
Mstep: Class 30 contains 25529 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7540 members 
Mstep: Class 33 contains 3894 members 
Mstep: Class 34 contains 7087 members 
Mstep: Class 35 contains 9934 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14587 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 330542 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 744 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35337 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4452 members 
Mstep: Class 48 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142015648.000000 Penalty: 166335.640625
Iteration 99Q: 49 clusters Score -1.420156e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 25013 members 
Mstep: Class 3 contains 12650 members 
Mstep: Class 4 contains 51423 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 371 members 
Mstep: Class 7 contains 15267 members 
Mstep: Class 8 contains 179589 members 
Mstep: Class 9 contains 17569 members 
Mstep: Class 10 contains 56610 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 17062 members 
Mstep: Class 13 contains 5594 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 157208 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 51648 members 
Mstep: Class 18 contains 25896 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29944 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4201 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 25602 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7545 members 
Mstep: Class 33 contains 3912 members 
Mstep: Class 34 contains 7108 members 
Mstep: Class 35 contains 9934 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14593 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 330765 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 744 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35329 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4478 members 
Mstep: Class 48 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142016128.000000 Penalty: 166335.640625
Iteration 100F: 49 clusters Score -1.420161e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 24898 members 
Mstep: Class 3 contains 12648 members 
Mstep: Class 4 contains 51400 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 374 members 
Mstep: Class 7 contains 15271 members 
Mstep: Class 8 contains 179386 members 
Mstep: Class 9 contains 17565 members 
Mstep: Class 10 contains 56310 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 17095 members 
Mstep: Class 13 contains 5600 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 157202 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 51611 members 
Mstep: Class 18 contains 25892 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6510 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29946 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4203 members 
Mstep: Class 27 contains 22605 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5379 members 
Mstep: Class 30 contains 25680 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7550 members 
Mstep: Class 33 contains 3924 members 
Mstep: Class 34 contains 7126 members 
Mstep: Class 35 contains 9940 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14593 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 330982 members 
Mstep: Class 41 contains 283 members 
Mstep: Class 42 contains 744 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35318 members 
Mstep: Class 46 contains 158 members 
Mstep: Class 47 contains 4503 members 
Mstep: Class 48 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142016432.000000 Penalty: 166335.640625
Iteration 101Q: 49 clusters Score -1.420164e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 24783 members 
Mstep: Class 3 contains 12646 members 
Mstep: Class 4 contains 51378 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 380 members 
Mstep: Class 7 contains 15277 members 
Mstep: Class 8 contains 179193 members 
Mstep: Class 9 contains 17562 members 
Mstep: Class 10 contains 56000 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 17118 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157193 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 51564 members 
Mstep: Class 18 contains 25907 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29941 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4204 members 
Mstep: Class 27 contains 22612 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5321 members 
Mstep: Class 30 contains 25765 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7554 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 9939 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14595 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 331187 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 744 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35306 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4517 members 
Mstep: Class 48 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142016720.000000 Penalty: 166335.640625
Iteration 102Q: 49 clusters Score -1.420167e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 24677 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 51353 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 15283 members 
Mstep: Class 8 contains 179002 members 
Mstep: Class 9 contains 17559 members 
Mstep: Class 10 contains 55671 members 
Mstep: Class 11 contains 12768 members 
Mstep: Class 12 contains 17132 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157196 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 17 contains 51523 members 
Mstep: Class 18 contains 25927 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29938 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 22612 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 25860 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7562 members 
Mstep: Class 33 contains 3949 members 
Mstep: Class 34 contains 7144 members 
Mstep: Class 35 contains 9939 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14590 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 175 members 
Mstep: Class 40 contains 331402 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35294 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4534 members 
Mstep: Class 48 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142017424.000000 Penalty: 166335.640625
Iteration 103Q: 49 clusters Score -1.420174e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 24585 members 
Mstep: Class 3 contains 12642 members 
Mstep: Class 4 contains 51325 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 7 contains 15285 members 
Mstep: Class 8 contains 178794 members 
Mstep: Class 9 contains 17563 members 
Mstep: Class 10 contains 55347 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 17145 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157206 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 51494 members 
Mstep: Class 18 contains 25936 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29935 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 22617 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 25962 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7567 members 
Mstep: Class 33 contains 3965 members 
Mstep: Class 34 contains 7164 members 
Mstep: Class 35 contains 9942 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14590 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 173 members 
Mstep: Class 40 contains 331606 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35281 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4547 members 
Mstep: Class 48 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142017808.000000 Penalty: 166335.640625
Iteration 104Q: 49 clusters Score -1.420178e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 24511 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 51305 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15291 members 
Mstep: Class 8 contains 178616 members 
Mstep: Class 9 contains 17568 members 
Mstep: Class 10 contains 55063 members 
Mstep: Class 11 contains 12770 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157196 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 51471 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29937 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4208 members 
Mstep: Class 27 contains 22614 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5193 members 
Mstep: Class 30 contains 26028 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 3979 members 
Mstep: Class 34 contains 7189 members 
Mstep: Class 35 contains 9941 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14586 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 331791 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35267 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4565 members 
Mstep: Class 48 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018032.000000 Penalty: 166335.640625
Iteration 105Q: 49 clusters Score -1.42018e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 24448 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 51294 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15290 members 
Mstep: Class 8 contains 178444 members 
Mstep: Class 9 contains 17569 members 
Mstep: Class 10 contains 54779 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 17176 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157202 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 51450 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29932 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4207 members 
Mstep: Class 27 contains 22617 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5153 members 
Mstep: Class 30 contains 26079 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7577 members 
Mstep: Class 33 contains 3990 members 
Mstep: Class 34 contains 7215 members 
Mstep: Class 35 contains 9939 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14587 members 
Mstep: Class 38 contains 1640 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 331956 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 747 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35260 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4575 members 
Mstep: Class 48 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018448.000000 Penalty: 166335.640625
Iteration 106Q: 49 clusters Score -1.420184e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 24378 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 51278 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 178271 members 
Mstep: Class 9 contains 17566 members 
Mstep: Class 10 contains 54526 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157204 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 51431 members 
Mstep: Class 18 contains 25950 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29933 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4210 members 
Mstep: Class 27 contains 22609 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5129 members 
Mstep: Class 30 contains 26125 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 4000 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 9933 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14581 members 
Mstep: Class 38 contains 1641 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332127 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35248 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4587 members 
Mstep: Class 48 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018384.000000 Penalty: 166335.640625
Iteration 107Q: 49 clusters Score -1.420184e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 24324 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 51272 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15285 members 
Mstep: Class 8 contains 178117 members 
Mstep: Class 9 contains 17558 members 
Mstep: Class 10 contains 54278 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 17208 members 
Mstep: Class 13 contains 5643 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157208 members 
Mstep: Class 16 contains 5364 members 
Mstep: Class 17 contains 51421 members 
Mstep: Class 18 contains 25967 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29928 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 22600 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5104 members 
Mstep: Class 30 contains 26167 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7591 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 7263 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14574 members 
Mstep: Class 38 contains 1641 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332268 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35244 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4597 members 
Mstep: Class 48 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018672.000000 Penalty: 166335.640625
Iteration 108Q: 49 clusters Score -1.420187e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 24262 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 51261 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15281 members 
Mstep: Class 8 contains 177971 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 54049 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 17221 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157198 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 51418 members 
Mstep: Class 18 contains 25976 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29921 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 26217 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7601 members 
Mstep: Class 33 contains 4017 members 
Mstep: Class 34 contains 7277 members 
Mstep: Class 35 contains 9931 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14569 members 
Mstep: Class 38 contains 1642 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332393 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35242 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4604 members 
Mstep: Class 48 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018704.000000 Penalty: 166335.640625
Iteration 109Q: 49 clusters Score -1.420187e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 24198 members 
Mstep: Class 3 contains 12631 members 
Mstep: Class 4 contains 51247 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15276 members 
Mstep: Class 8 contains 177842 members 
Mstep: Class 9 contains 17557 members 
Mstep: Class 10 contains 53810 members 
Mstep: Class 11 contains 12768 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157171 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 51417 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29923 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 22599 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5084 members 
Mstep: Class 30 contains 26278 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7608 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 7283 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14564 members 
Mstep: Class 38 contains 1643 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332505 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35233 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4620 members 
Mstep: Class 48 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018720.000000 Penalty: 166335.640625
Iteration 110Q: 49 clusters Score -1.420187e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 24140 members 
Mstep: Class 3 contains 12628 members 
Mstep: Class 4 contains 51226 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15269 members 
Mstep: Class 8 contains 177712 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 53596 members 
Mstep: Class 11 contains 12765 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157138 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 51419 members 
Mstep: Class 18 contains 26013 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29918 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4216 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5077 members 
Mstep: Class 30 contains 26339 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7617 members 
Mstep: Class 33 contains 4025 members 
Mstep: Class 34 contains 7287 members 
Mstep: Class 35 contains 9931 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14560 members 
Mstep: Class 38 contains 1644 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332635 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35227 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4628 members 
Mstep: Class 48 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018480.000000 Penalty: 166335.640625
Iteration 111Q: 49 clusters Score -1.420185e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 24087 members 
Mstep: Class 3 contains 12626 members 
Mstep: Class 4 contains 51209 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15268 members 
Mstep: Class 8 contains 177609 members 
Mstep: Class 9 contains 17550 members 
Mstep: Class 10 contains 53398 members 
Mstep: Class 11 contains 12765 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157105 members 
Mstep: Class 16 contains 5368 members 
Mstep: Class 17 contains 51410 members 
Mstep: Class 18 contains 26017 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29916 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 22599 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5059 members 
Mstep: Class 30 contains 26395 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 4030 members 
Mstep: Class 34 contains 7294 members 
Mstep: Class 35 contains 9927 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14561 members 
Mstep: Class 38 contains 1644 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332753 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 751 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35222 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4641 members 
Mstep: Class 48 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018320.000000 Penalty: 166335.640625
Iteration 112Q: 49 clusters Score -1.420183e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 24066 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 51196 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15265 members 
Mstep: Class 8 contains 177515 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 53207 members 
Mstep: Class 11 contains 12762 members 
Mstep: Class 12 contains 17270 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157073 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 51410 members 
Mstep: Class 18 contains 26030 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29911 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4218 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 26431 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7637 members 
Mstep: Class 33 contains 4034 members 
Mstep: Class 34 contains 7305 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14558 members 
Mstep: Class 38 contains 1645 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332834 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 753 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35216 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4658 members 
Mstep: Class 48 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018464.000000 Penalty: 166335.640625
Iteration 113Q: 49 clusters Score -1.420185e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 24033 members 
Mstep: Class 3 contains 12622 members 
Mstep: Class 4 contains 51183 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15259 members 
Mstep: Class 8 contains 177440 members 
Mstep: Class 9 contains 17548 members 
Mstep: Class 10 contains 53026 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 12 contains 17278 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157053 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 51406 members 
Mstep: Class 18 contains 26037 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29905 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 26467 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7643 members 
Mstep: Class 33 contains 4041 members 
Mstep: Class 34 contains 7314 members 
Mstep: Class 35 contains 9924 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14548 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332897 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35220 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4675 members 
Mstep: Class 48 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018384.000000 Penalty: 166335.640625
Iteration 114Q: 49 clusters Score -1.420184e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 23994 members 
Mstep: Class 3 contains 12622 members 
Mstep: Class 4 contains 51177 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15258 members 
Mstep: Class 8 contains 177348 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 52835 members 
Mstep: Class 11 contains 12752 members 
Mstep: Class 12 contains 17280 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 157021 members 
Mstep: Class 16 contains 5376 members 
Mstep: Class 17 contains 51408 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29900 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 5012 members 
Mstep: Class 30 contains 26514 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7646 members 
Mstep: Class 33 contains 4044 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 9924 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 332957 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 757 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35225 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4689 members 
Mstep: Class 48 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018656.000000 Penalty: 166335.640625
Iteration 115Q: 49 clusters Score -1.420187e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 23946 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 51166 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 177282 members 
Mstep: Class 9 contains 17547 members 
Mstep: Class 10 contains 52644 members 
Mstep: Class 11 contains 12753 members 
Mstep: Class 12 contains 17286 members 
Mstep: Class 13 contains 5706 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156999 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 51405 members 
Mstep: Class 18 contains 26063 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29896 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 22600 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 4994 members 
Mstep: Class 30 contains 26568 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7649 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 7323 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14539 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333013 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 758 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35227 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4703 members 
Mstep: Class 48 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018688.000000 Penalty: 166335.640625
Iteration 116Q: 49 clusters Score -1.420187e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 51159 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15253 members 
Mstep: Class 8 contains 177219 members 
Mstep: Class 9 contains 17544 members 
Mstep: Class 10 contains 52462 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 17291 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156971 members 
Mstep: Class 16 contains 5380 members 
Mstep: Class 17 contains 51404 members 
Mstep: Class 18 contains 26067 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29893 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 22601 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 26612 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7652 members 
Mstep: Class 33 contains 4047 members 
Mstep: Class 34 contains 7332 members 
Mstep: Class 35 contains 9927 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14534 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333054 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 758 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35228 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4717 members 
Mstep: Class 48 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018848.000000 Penalty: 166335.640625
Iteration 117Q: 49 clusters Score -1.420188e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 23895 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 51150 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15253 members 
Mstep: Class 8 contains 177132 members 
Mstep: Class 9 contains 17540 members 
Mstep: Class 10 contains 52314 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 17297 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156948 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 51399 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29890 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 22604 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 4984 members 
Mstep: Class 30 contains 26656 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7655 members 
Mstep: Class 33 contains 4051 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14528 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333117 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 758 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35225 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4721 members 
Mstep: Class 48 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018496.000000 Penalty: 166335.640625
Iteration 118Q: 49 clusters Score -1.420185e+08 nChanged 515
Entering ConstructFrom: 
Score: -142018496.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (16333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Entering Unmasked Estep 
Score: -2012131.250000 Penalty: 2405.833984
	Iteration 0F: 2 clusters Score -2012131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2000549.875000 Penalty: 4811.667969
	Iteration 0F: 3 clusters Score -2000550 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2004233.500000 Penalty: 4811.667969
	Iteration 1F: 3 clusters Score -2004234 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2004643.875000 Penalty: 4811.667969
	Iteration 2F: 3 clusters Score -2004644 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2005034.750000 Penalty: 4811.667969
	Iteration 3F: 3 clusters Score -2005035 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2005478.500000 Penalty: 4811.667969
	Iteration 4F: 3 clusters Score -2005478 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2006009.625000 Penalty: 4811.667969
	Iteration 5F: 3 clusters Score -2006010 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2006652.500000 Penalty: 4811.667969
	Iteration 6F: 3 clusters Score -2006652 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2007365.000000 Penalty: 4811.667969
	Iteration 7F: 3 clusters Score -2007365 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2007968.500000 Penalty: 4811.667969
	Iteration 8F: 3 clusters Score -2007968 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2008375.500000 Penalty: 4811.667969
	Iteration 9Q: 3 clusters Score -2008376 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2008702.500000 Penalty: 4811.667969
	Iteration 10Q: 3 clusters Score -2008702 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2008915.375000 Penalty: 4811.667969
	Iteration 11Q: 3 clusters Score -2008915 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2009088.750000 Penalty: 4811.667969
	Iteration 12Q: 3 clusters Score -2009089 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2009255.375000 Penalty: 4811.667969
	Iteration 13Q: 3 clusters Score -2009255 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2009417.875000 Penalty: 4811.667969
	Iteration 14Q: 3 clusters Score -2009418 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2009582.125000 Penalty: 4811.667969
	Iteration 15Q: 3 clusters Score -2009582 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2009711.750000 Penalty: 4811.667969
	Iteration 16Q: 3 clusters Score -2009712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2009811.500000 Penalty: 4811.667969
	Iteration 17Q: 3 clusters Score -2009812 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2009918.875000 Penalty: 4811.667969
	Iteration 18Q: 3 clusters Score -2009919 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2010004.250000 Penalty: 4811.667969
	Iteration 19Q: 3 clusters Score -2010004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2010059.875000 Penalty: 4811.667969
	Iteration 20F: 3 clusters Score -2010060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2010095.625000 Penalty: 4811.667969
	Iteration 21Q: 3 clusters Score -2010096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2010125.375000 Penalty: 4811.667969
	Iteration 22Q: 3 clusters Score -2010125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2010152.125000 Penalty: 4811.667969
	Iteration 23Q: 3 clusters Score -2010152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2010186.500000 Penalty: 4811.667969
	Iteration 24Q: 3 clusters Score -2010186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2010204.375000 Penalty: 4811.667969
	Iteration 25Q: 3 clusters Score -2010204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2010211.500000 Penalty: 4811.667969
	Iteration 26Q: 3 clusters Score -2010212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2010230.875000 Penalty: 4811.667969
	Iteration 27Q: 3 clusters Score -2010231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2010241.250000 Penalty: 4811.667969
	Iteration 28Q: 3 clusters Score -2010241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2010248.875000 Penalty: 4811.667969
	Iteration 29Q: 3 clusters Score -2010249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2010256.750000 Penalty: 4811.667969
	Iteration 30Q: 3 clusters Score -2010257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2010269.125000 Penalty: 4811.667969
	Iteration 31Q: 3 clusters Score -2010269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2010268.250000 Penalty: 4811.667969
	Iteration 32Q: 3 clusters Score -2010268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2010271.000000 Penalty: 4811.667969
	Iteration 33Q: 3 clusters Score -2010271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2010274.125000 Penalty: 4811.667969
	Iteration 34Q: 3 clusters Score -2010274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2010275.750000 Penalty: 4811.667969
	Iteration 35Q: 3 clusters Score -2010276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2010280.875000 Penalty: 4811.667969
	Iteration 36Q: 3 clusters Score -2010281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2010277.375000 Penalty: 4811.667969
	Iteration 37Q: 3 clusters Score -2010277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2010283.000000 Penalty: 4811.667969
	Iteration 38Q: 3 clusters Score -2010283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2010282.000000 Penalty: 4811.667969
	Iteration 39Q: 3 clusters Score -2010282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2010282.875000 Penalty: 4811.667969
	Iteration 40F: 3 clusters Score -2010283 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2010284.375000 Penalty: 4811.667969
	Iteration 41Q: 3 clusters Score -2010284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2010282.250000 Penalty: 4811.667969
	Iteration 42Q: 3 clusters Score -2010282 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2010287.500000 Penalty: 4811.667969
	Iteration 43Q: 3 clusters Score -2010288 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2010289.125000 Penalty: 4811.667969
	Iteration 44Q: 3 clusters Score -2010289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2010290.375000 Penalty: 4811.667969
	Iteration 45Q: 3 clusters Score -2010290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2010292.750000 Penalty: 4811.667969
	Iteration 46Q: 3 clusters Score -2010293 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2010297.750000 Penalty: 4811.667969
	Iteration 47Q: 3 clusters Score -2010298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2010293.500000 Penalty: 4811.667969
	Iteration 48Q: 3 clusters Score -2010294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2010293.500000 Penalty: 4811.667969
	Iteration 49Q: 3 clusters Score -2010294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2010295.125000 Penalty: 4811.667969
	Iteration 50Q: 3 clusters Score -2010295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2010297.125000 Penalty: 4811.667969
	Iteration 51Q: 3 clusters Score -2010297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2010295.250000 Penalty: 4811.667969
	Iteration 52Q: 3 clusters Score -2010295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2010297.125000 Penalty: 4811.667969
	Iteration 53Q: 3 clusters Score -2010297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2010297.125000 Penalty: 4811.667969
	Iteration 54Q: 3 clusters Score -2010297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2010300.500000 Penalty: 4811.667969
	Iteration 55Q: 3 clusters Score -2010300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2010298.000000 Penalty: 4811.667969
	Iteration 56Q: 3 clusters Score -2010298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2010298.500000 Penalty: 4811.667969
	Iteration 57Q: 3 clusters Score -2010298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2010296.500000 Penalty: 4811.667969
	Iteration 58Q: 3 clusters Score -2010296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2010301.375000 Penalty: 4811.667969
	Iteration 59Q: 3 clusters Score -2010301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2010304.250000 Penalty: 4811.667969
	Iteration 60F: 3 clusters Score -2010304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2010306.250000 Penalty: 4811.667969
	Iteration 61Q: 3 clusters Score -2010306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2010301.250000 Penalty: 4811.667969
	Iteration 62Q: 3 clusters Score -2010301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2010302.000000 Penalty: 4811.667969
	Iteration 63Q: 3 clusters Score -2010302 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2010302.875000 Penalty: 4811.667969
	Iteration 64Q: 3 clusters Score -2010303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2010301.375000 Penalty: 4811.667969
	Iteration 65Q: 3 clusters Score -2010301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2010304.125000 Penalty: 4811.667969
	Iteration 66Q: 3 clusters Score -2010304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2010308.000000 Penalty: 4811.667969
	Iteration 67Q: 3 clusters Score -2010308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2010307.250000 Penalty: 4811.667969
	Iteration 68Q: 3 clusters Score -2010307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2010302.875000 Penalty: 4811.667969
	Iteration 69Q: 3 clusters Score -2010303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2010309.250000 Penalty: 4811.667969
	Iteration 70Q: 3 clusters Score -2010309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2010310.000000 Penalty: 4811.667969
	Iteration 71Q: 3 clusters Score -2010310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2010314.000000 Penalty: 4811.667969
	Iteration 72Q: 3 clusters Score -2010314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2010318.625000 Penalty: 4811.667969
	Iteration 73Q: 3 clusters Score -2010319 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2010320.375000 Penalty: 4811.667969
	Iteration 74Q: 3 clusters Score -2010320 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2010327.125000 Penalty: 4811.667969
	Iteration 75Q: 3 clusters Score -2010327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2010322.125000 Penalty: 4811.667969
	Iteration 76Q: 3 clusters Score -2010322 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2010335.125000 Penalty: 4811.667969
	Iteration 77Q: 3 clusters Score -2010335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2010338.875000 Penalty: 4811.667969
	Iteration 78Q: 3 clusters Score -2010339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2010342.250000 Penalty: 4811.667969
	Iteration 79Q: 3 clusters Score -2010342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2010350.375000 Penalty: 4811.667969
	Iteration 80F: 3 clusters Score -2010350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2010342.750000 Penalty: 4811.667969
	Iteration 81Q: 3 clusters Score -2010343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2010347.625000 Penalty: 4811.667969
	Iteration 82Q: 3 clusters Score -2010348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2010352.375000 Penalty: 4811.667969
	Iteration 83Q: 3 clusters Score -2010352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2010351.875000 Penalty: 4811.667969
	Iteration 84Q: 3 clusters Score -2010352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2010351.125000 Penalty: 4811.667969
	Iteration 85Q: 3 clusters Score -2010351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2010349.375000 Penalty: 4811.667969
	Iteration 86Q: 3 clusters Score -2010349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2010352.375000 Penalty: 4811.667969
	Iteration 87Q: 3 clusters Score -2010352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2010353.875000 Penalty: 4811.667969
	Iteration 88Q: 3 clusters Score -2010354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2010357.625000 Penalty: 4811.667969
	Iteration 89Q: 3 clusters Score -2010358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2010357.750000 Penalty: 4811.667969
	Iteration 90Q: 3 clusters Score -2010358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2010359.750000 Penalty: 4811.667969
	Iteration 91Q: 3 clusters Score -2010360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2010363.500000 Penalty: 4811.667969
	Iteration 92Q: 3 clusters Score -2010364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2010365.125000 Penalty: 4811.667969
	Iteration 93Q: 3 clusters Score -2010365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2010365.375000 Penalty: 4811.667969
	Iteration 94Q: 3 clusters Score -2010365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2010368.875000 Penalty: 4811.667969
	Iteration 95Q: 3 clusters Score -2010369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2010371.375000 Penalty: 4811.667969
	Iteration 96Q: 3 clusters Score -2010371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2010369.375000 Penalty: 4811.667969
	Iteration 97Q: 3 clusters Score -2010369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2010376.000000 Penalty: 4811.667969
	Iteration 98Q: 3 clusters Score -2010376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2010373.750000 Penalty: 4811.667969
	Iteration 99Q: 3 clusters Score -2010374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2010372.000000 Penalty: 4811.667969
	Iteration 100F: 3 clusters Score -2010372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2010379.000000 Penalty: 4811.667969
	Iteration 101Q: 3 clusters Score -2010379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2010380.250000 Penalty: 4811.667969
	Iteration 102Q: 3 clusters Score -2010380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2010377.625000 Penalty: 4811.667969
	Iteration 103Q: 3 clusters Score -2010378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2010381.250000 Penalty: 4811.667969
	Iteration 104Q: 3 clusters Score -2010381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2010379.875000 Penalty: 4811.667969
	Iteration 105Q: 3 clusters Score -2010380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2010376.250000 Penalty: 4811.667969
	Iteration 106Q: 3 clusters Score -2010376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2010381.500000 Penalty: 4811.667969
	Iteration 107Q: 3 clusters Score -2010382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2010383.125000 Penalty: 4811.667969
	Iteration 108Q: 3 clusters Score -2010383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2010385.750000 Penalty: 4811.667969
	Iteration 109Q: 3 clusters Score -2010386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2010384.250000 Penalty: 4811.667969
	Iteration 110Q: 3 clusters Score -2010384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2010389.000000 Penalty: 4811.667969
	Iteration 111Q: 3 clusters Score -2010389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2010389.875000 Penalty: 4811.667969
	Iteration 112Q: 3 clusters Score -2010390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2010390.000000 Penalty: 4811.667969
	Iteration 113Q: 3 clusters Score -2010390 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2010387.625000 Penalty: 4811.667969
	Iteration 114Q: 3 clusters Score -2010388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2010387.250000 Penalty: 4811.667969
	Iteration 115Q: 3 clusters Score -2010387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2010389.750000 Penalty: 4811.667969
	Iteration 116Q: 3 clusters Score -2010390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2010389.125000 Penalty: 4811.667969
	Iteration 117Q: 3 clusters Score -2010389 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2010391.625000 Penalty: 4811.667969
	Iteration 118Q: 3 clusters Score -2010392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2010394.750000 Penalty: 4811.667969
	Iteration 119Q: 3 clusters Score -2010395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2010395.250000 Penalty: 4811.667969
	Iteration 120F: 3 clusters Score -2010395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2010397.000000 Penalty: 4811.667969
	Iteration 121Q: 3 clusters Score -2010397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2010395.500000 Penalty: 4811.667969
	Iteration 122Q: 3 clusters Score -2010396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2010393.125000 Penalty: 4811.667969
	Iteration 123Q: 3 clusters Score -2010393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2010396.000000 Penalty: 4811.667969
	Iteration 124Q: 3 clusters Score -2010396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2010393.375000 Penalty: 4811.667969
	Iteration 125Q: 3 clusters Score -2010393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2010395.250000 Penalty: 4811.667969
	Iteration 126Q: 3 clusters Score -2010395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2010397.125000 Penalty: 4811.667969
	Iteration 127Q: 3 clusters Score -2010397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2010397.125000 Penalty: 4811.667969
	Iteration 128F: 3 clusters Score -2010397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Entering Unmasked Estep 
Score: -2782380.250000 Penalty: 2499.871338
	Iteration 0F: 2 clusters Score -2782380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2765803.000000 Penalty: 4999.742676
	Iteration 0F: 3 clusters Score -2765803 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2771863.000000 Penalty: 4999.742676
	Iteration 1F: 3 clusters Score -2771863 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2772601.500000 Penalty: 4999.742676
	Iteration 2F: 3 clusters Score -2772602 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2773334.000000 Penalty: 4999.742676
	Iteration 3F: 3 clusters Score -2773334 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2774167.500000 Penalty: 4999.742676
	Iteration 4F: 3 clusters Score -2774168 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2775058.500000 Penalty: 4999.742676
	Iteration 5F: 3 clusters Score -2775058 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2775943.250000 Penalty: 4999.742676
	Iteration 6F: 3 clusters Score -2775943 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2776756.750000 Penalty: 4999.742676
	Iteration 7F: 3 clusters Score -2776757 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2777404.750000 Penalty: 4999.742676
	Iteration 8Q: 3 clusters Score -2777405 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2777963.250000 Penalty: 4999.742676
	Iteration 9Q: 3 clusters Score -2777963 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2778382.500000 Penalty: 4999.742676
	Iteration 10Q: 3 clusters Score -2778382 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2778683.750000 Penalty: 4999.742676
	Iteration 11Q: 3 clusters Score -2778684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2778882.000000 Penalty: 4999.742676
	Iteration 12Q: 3 clusters Score -2778882 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2779028.250000 Penalty: 4999.742676
	Iteration 13Q: 3 clusters Score -2779028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2779111.750000 Penalty: 4999.742676
	Iteration 14Q: 3 clusters Score -2779112 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2779170.250000 Penalty: 4999.742676
	Iteration 15Q: 3 clusters Score -2779170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2779232.250000 Penalty: 4999.742676
	Iteration 16Q: 3 clusters Score -2779232 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2779281.000000 Penalty: 4999.742676
	Iteration 17Q: 3 clusters Score -2779281 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2779312.500000 Penalty: 4999.742676
	Iteration 18Q: 3 clusters Score -2779312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2779334.000000 Penalty: 4999.742676
	Iteration 19Q: 3 clusters Score -2779334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2779352.750000 Penalty: 4999.742676
	Iteration 20F: 3 clusters Score -2779353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2779379.500000 Penalty: 4999.742676
	Iteration 21Q: 3 clusters Score -2779380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2779395.500000 Penalty: 4999.742676
	Iteration 22Q: 3 clusters Score -2779396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2779422.500000 Penalty: 4999.742676
	Iteration 23Q: 3 clusters Score -2779422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2779432.000000 Penalty: 4999.742676
	Iteration 24Q: 3 clusters Score -2779432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2779438.500000 Penalty: 4999.742676
	Iteration 25Q: 3 clusters Score -2779438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2779446.250000 Penalty: 4999.742676
	Iteration 26Q: 3 clusters Score -2779446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2779448.500000 Penalty: 4999.742676
	Iteration 27Q: 3 clusters Score -2779448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2779452.000000 Penalty: 4999.742676
	Iteration 28Q: 3 clusters Score -2779452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2779458.000000 Penalty: 4999.742676
	Iteration 29Q: 3 clusters Score -2779458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2779465.750000 Penalty: 4999.742676
	Iteration 30Q: 3 clusters Score -2779466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2779478.250000 Penalty: 4999.742676
	Iteration 31Q: 3 clusters Score -2779478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2779471.250000 Penalty: 4999.742676
	Iteration 32Q: 3 clusters Score -2779471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2779471.500000 Penalty: 4999.742676
	Iteration 33Q: 3 clusters Score -2779472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2779478.000000 Penalty: 4999.742676
	Iteration 34Q: 3 clusters Score -2779478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2779487.000000 Penalty: 4999.742676
	Iteration 35Q: 3 clusters Score -2779487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2779489.750000 Penalty: 4999.742676
	Iteration 36Q: 3 clusters Score -2779490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2779491.250000 Penalty: 4999.742676
	Iteration 37Q: 3 clusters Score -2779491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2779501.250000 Penalty: 4999.742676
	Iteration 38Q: 3 clusters Score -2779501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2779494.000000 Penalty: 4999.742676
	Iteration 39Q: 3 clusters Score -2779494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2779498.000000 Penalty: 4999.742676
	Iteration 40F: 3 clusters Score -2779498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2779509.500000 Penalty: 4999.742676
	Iteration 41Q: 3 clusters Score -2779510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2779504.750000 Penalty: 4999.742676
	Iteration 42Q: 3 clusters Score -2779505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2779515.000000 Penalty: 4999.742676
	Iteration 43Q: 3 clusters Score -2779515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2779515.500000 Penalty: 4999.742676
	Iteration 44Q: 3 clusters Score -2779516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2779522.500000 Penalty: 4999.742676
	Iteration 45Q: 3 clusters Score -2779522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2779521.500000 Penalty: 4999.742676
	Iteration 46Q: 3 clusters Score -2779522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2779531.000000 Penalty: 4999.742676
	Iteration 47Q: 3 clusters Score -2779531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2779533.500000 Penalty: 4999.742676
	Iteration 48Q: 3 clusters Score -2779534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2779543.500000 Penalty: 4999.742676
	Iteration 49Q: 3 clusters Score -2779544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2779540.000000 Penalty: 4999.742676
	Iteration 50Q: 3 clusters Score -2779540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2779542.750000 Penalty: 4999.742676
	Iteration 51Q: 3 clusters Score -2779543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2779543.500000 Penalty: 4999.742676
	Iteration 52Q: 3 clusters Score -2779544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2779539.750000 Penalty: 4999.742676
	Iteration 53Q: 3 clusters Score -2779540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2779538.500000 Penalty: 4999.742676
	Iteration 54Q: 3 clusters Score -2779538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2779538.000000 Penalty: 4999.742676
	Iteration 55Q: 3 clusters Score -2779538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2779549.750000 Penalty: 4999.742676
	Iteration 56Q: 3 clusters Score -2779550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2779543.500000 Penalty: 4999.742676
	Iteration 57Q: 3 clusters Score -2779544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2779547.750000 Penalty: 4999.742676
	Iteration 58Q: 3 clusters Score -2779548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2779552.000000 Penalty: 4999.742676
	Iteration 59Q: 3 clusters Score -2779552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2779558.000000 Penalty: 4999.742676
	Iteration 60F: 3 clusters Score -2779558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2779553.000000 Penalty: 4999.742676
	Iteration 61Q: 3 clusters Score -2779553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2779557.250000 Penalty: 4999.742676
	Iteration 62Q: 3 clusters Score -2779557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2779560.250000 Penalty: 4999.742676
	Iteration 63Q: 3 clusters Score -2779560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2779562.000000 Penalty: 4999.742676
	Iteration 64Q: 3 clusters Score -2779562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2779559.250000 Penalty: 4999.742676
	Iteration 65Q: 3 clusters Score -2779559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2779555.750000 Penalty: 4999.742676
	Iteration 66Q: 3 clusters Score -2779556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2779554.250000 Penalty: 4999.742676
	Iteration 67Q: 3 clusters Score -2779554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2779554.250000 Penalty: 4999.742676
	Iteration 68Q: 3 clusters Score -2779554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2779560.500000 Penalty: 4999.742676
	Iteration 69Q: 3 clusters Score -2779560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2779557.750000 Penalty: 4999.742676
	Iteration 70Q: 3 clusters Score -2779558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2779553.250000 Penalty: 4999.742676
	Iteration 71Q: 3 clusters Score -2779553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2779555.000000 Penalty: 4999.742676
	Iteration 72Q: 3 clusters Score -2779555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2779563.000000 Penalty: 4999.742676
	Iteration 73Q: 3 clusters Score -2779563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2779568.000000 Penalty: 4999.742676
	Iteration 74Q: 3 clusters Score -2779568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2779566.750000 Penalty: 4999.742676
	Iteration 75Q: 3 clusters Score -2779567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2779572.000000 Penalty: 4999.742676
	Iteration 76Q: 3 clusters Score -2779572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2779571.500000 Penalty: 4999.742676
	Iteration 77Q: 3 clusters Score -2779572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2779570.000000 Penalty: 4999.742676
	Iteration 78Q: 3 clusters Score -2779570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2779572.750000 Penalty: 4999.742676
	Iteration 79Q: 3 clusters Score -2779573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2779572.250000 Penalty: 4999.742676
	Iteration 80F: 3 clusters Score -2779572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2779573.250000 Penalty: 4999.742676
	Iteration 81Q: 3 clusters Score -2779573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2779570.250000 Penalty: 4999.742676
	Iteration 82Q: 3 clusters Score -2779570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2779574.000000 Penalty: 4999.742676
	Iteration 83Q: 3 clusters Score -2779574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2779572.750000 Penalty: 4999.742676
	Iteration 84Q: 3 clusters Score -2779573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2779578.250000 Penalty: 4999.742676
	Iteration 85Q: 3 clusters Score -2779578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2779575.750000 Penalty: 4999.742676
	Iteration 86Q: 3 clusters Score -2779576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2779575.500000 Penalty: 4999.742676
	Iteration 87Q: 3 clusters Score -2779576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2779574.000000 Penalty: 4999.742676
	Iteration 88Q: 3 clusters Score -2779574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2779574.000000 Penalty: 4999.742676
	Iteration 89F: 3 clusters Score -2779574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Entering Unmasked Estep 
Score: -1536120.000000 Penalty: 2341.834229
	Iteration 0F: 2 clusters Score -1536120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1526813.000000 Penalty: 4683.668457
	Iteration 0F: 3 clusters Score -1526813 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1529936.625000 Penalty: 4683.668457
	Iteration 1F: 3 clusters Score -1529937 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1530760.125000 Penalty: 4683.668457
	Iteration 2F: 3 clusters Score -1530760 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1531827.250000 Penalty: 4683.668457
	Iteration 3F: 3 clusters Score -1531827 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1532850.125000 Penalty: 4683.668457
	Iteration 4F: 3 clusters Score -1532850 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1533555.625000 Penalty: 4683.668457
	Iteration 5F: 3 clusters Score -1533556 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1534013.000000 Penalty: 4683.668457
	Iteration 6F: 3 clusters Score -1534013 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1534297.375000 Penalty: 4683.668457
	Iteration 7Q: 3 clusters Score -1534297 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1534454.875000 Penalty: 4683.668457
	Iteration 8Q: 3 clusters Score -1534455 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1534581.375000 Penalty: 4683.668457
	Iteration 9Q: 3 clusters Score -1534581 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1534685.750000 Penalty: 4683.668457
	Iteration 10Q: 3 clusters Score -1534686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1534766.875000 Penalty: 4683.668457
	Iteration 11Q: 3 clusters Score -1534767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1534838.000000 Penalty: 4683.668457
	Iteration 12Q: 3 clusters Score -1534838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1534901.750000 Penalty: 4683.668457
	Iteration 13Q: 3 clusters Score -1534902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1534977.250000 Penalty: 4683.668457
	Iteration 14Q: 3 clusters Score -1534977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1535050.875000 Penalty: 4683.668457
	Iteration 15Q: 3 clusters Score -1535051 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1535132.125000 Penalty: 4683.668457
	Iteration 16Q: 3 clusters Score -1535132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1535186.000000 Penalty: 4683.668457
	Iteration 17Q: 3 clusters Score -1535186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1535231.750000 Penalty: 4683.668457
	Iteration 18Q: 3 clusters Score -1535232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1535274.125000 Penalty: 4683.668457
	Iteration 19Q: 3 clusters Score -1535274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1535298.000000 Penalty: 4683.668457
	Iteration 20F: 3 clusters Score -1535298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1535317.500000 Penalty: 4683.668457
	Iteration 21Q: 3 clusters Score -1535318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1535339.875000 Penalty: 4683.668457
	Iteration 22Q: 3 clusters Score -1535340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1535355.875000 Penalty: 4683.668457
	Iteration 23Q: 3 clusters Score -1535356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1535368.375000 Penalty: 4683.668457
	Iteration 24Q: 3 clusters Score -1535368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1535380.250000 Penalty: 4683.668457
	Iteration 25Q: 3 clusters Score -1535380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1535390.125000 Penalty: 4683.668457
	Iteration 26Q: 3 clusters Score -1535390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1535395.500000 Penalty: 4683.668457
	Iteration 27Q: 3 clusters Score -1535396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1535402.375000 Penalty: 4683.668457
	Iteration 28Q: 3 clusters Score -1535402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1535407.625000 Penalty: 4683.668457
	Iteration 29Q: 3 clusters Score -1535408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1535419.375000 Penalty: 4683.668457
	Iteration 30Q: 3 clusters Score -1535419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1535430.500000 Penalty: 4683.668457
	Iteration 31Q: 3 clusters Score -1535430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1535450.750000 Penalty: 4683.668457
	Iteration 32Q: 3 clusters Score -1535451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1535467.375000 Penalty: 4683.668457
	Iteration 33Q: 3 clusters Score -1535467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1535478.375000 Penalty: 4683.668457
	Iteration 34Q: 3 clusters Score -1535478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1535495.500000 Penalty: 4683.668457
	Iteration 35Q: 3 clusters Score -1535496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1535508.750000 Penalty: 4683.668457
	Iteration 36Q: 3 clusters Score -1535509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1535520.000000 Penalty: 4683.668457
	Iteration 37Q: 3 clusters Score -1535520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1535531.625000 Penalty: 4683.668457
	Iteration 38Q: 3 clusters Score -1535532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1535546.875000 Penalty: 4683.668457
	Iteration 39Q: 3 clusters Score -1535547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1535555.000000 Penalty: 4683.668457
	Iteration 40F: 3 clusters Score -1535555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1535554.625000 Penalty: 4683.668457
	Iteration 41Q: 3 clusters Score -1535555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1535561.625000 Penalty: 4683.668457
	Iteration 42Q: 3 clusters Score -1535562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1535570.875000 Penalty: 4683.668457
	Iteration 43Q: 3 clusters Score -1535571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1535574.250000 Penalty: 4683.668457
	Iteration 44Q: 3 clusters Score -1535574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1535577.625000 Penalty: 4683.668457
	Iteration 45Q: 3 clusters Score -1535578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1535581.250000 Penalty: 4683.668457
	Iteration 46Q: 3 clusters Score -1535581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1535583.750000 Penalty: 4683.668457
	Iteration 47Q: 3 clusters Score -1535584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1535583.625000 Penalty: 4683.668457
	Iteration 48Q: 3 clusters Score -1535584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1535583.625000 Penalty: 4683.668457
	Iteration 49F: 3 clusters Score -1535584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Entering Unmasked Estep 
Score: -6485485.500000 Penalty: 2688.920166
	Iteration 0F: 2 clusters Score -6485486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6451137.000000 Penalty: 5377.840332
	Iteration 0F: 3 clusters Score -6451137 nChanged 23708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6464267.500000 Penalty: 5377.840332
	Iteration 1F: 3 clusters Score -6464268 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -6465006.500000 Penalty: 5377.840332
	Iteration 2Q: 3 clusters Score -6465006 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -6465824.000000 Penalty: 5377.840332
	Iteration 3Q: 3 clusters Score -6465824 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6466839.000000 Penalty: 5377.840332
	Iteration 4Q: 3 clusters Score -6466839 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -6468380.000000 Penalty: 5377.840332
	Iteration 5F: 3 clusters Score -6468380 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -6470726.500000 Penalty: 5377.840332
	Iteration 6F: 3 clusters Score -6470726 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -6473895.000000 Penalty: 5377.840332
	Iteration 7F: 3 clusters Score -6473895 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -6477183.000000 Penalty: 5377.840332
	Iteration 8F: 3 clusters Score -6477183 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -6479420.000000 Penalty: 5377.840332
	Iteration 9Q: 3 clusters Score -6479420 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -6480671.000000 Penalty: 5377.840332
	Iteration 10Q: 3 clusters Score -6480671 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6481361.500000 Penalty: 5377.840332
	Iteration 11Q: 3 clusters Score -6481362 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6481704.500000 Penalty: 5377.840332
	Iteration 12Q: 3 clusters Score -6481704 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6481934.000000 Penalty: 5377.840332
	Iteration 13Q: 3 clusters Score -6481934 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6482116.000000 Penalty: 5377.840332
	Iteration 14Q: 3 clusters Score -6482116 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6482317.500000 Penalty: 5377.840332
	Iteration 15Q: 3 clusters Score -6482318 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6482478.000000 Penalty: 5377.840332
	Iteration 16Q: 3 clusters Score -6482478 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6482610.000000 Penalty: 5377.840332
	Iteration 17Q: 3 clusters Score -6482610 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -6482744.000000 Penalty: 5377.840332
	Iteration 18Q: 3 clusters Score -6482744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6482844.000000 Penalty: 5377.840332
	Iteration 19Q: 3 clusters Score -6482844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6482911.000000 Penalty: 5377.840332
	Iteration 20F: 3 clusters Score -6482911 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -6482978.000000 Penalty: 5377.840332
	Iteration 21Q: 3 clusters Score -6482978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6483050.000000 Penalty: 5377.840332
	Iteration 22Q: 3 clusters Score -6483050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -6483082.500000 Penalty: 5377.840332
	Iteration 23Q: 3 clusters Score -6483082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6483122.500000 Penalty: 5377.840332
	Iteration 24Q: 3 clusters Score -6483122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6483144.000000 Penalty: 5377.840332
	Iteration 25Q: 3 clusters Score -6483144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -6483191.500000 Penalty: 5377.840332
	Iteration 26Q: 3 clusters Score -6483192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6483200.500000 Penalty: 5377.840332
	Iteration 27Q: 3 clusters Score -6483200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6483222.000000 Penalty: 5377.840332
	Iteration 28Q: 3 clusters Score -6483222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -6483227.500000 Penalty: 5377.840332
	Iteration 29Q: 3 clusters Score -6483228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6483251.000000 Penalty: 5377.840332
	Iteration 30Q: 3 clusters Score -6483251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6483252.500000 Penalty: 5377.840332
	Iteration 31Q: 3 clusters Score -6483252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6483259.000000 Penalty: 5377.840332
	Iteration 32Q: 3 clusters Score -6483259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6483266.000000 Penalty: 5377.840332
	Iteration 33Q: 3 clusters Score -6483266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -6483263.500000 Penalty: 5377.840332
	Iteration 34Q: 3 clusters Score -6483264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6483268.500000 Penalty: 5377.840332
	Iteration 35Q: 3 clusters Score -6483268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -6483272.000000 Penalty: 5377.840332
	Iteration 36Q: 3 clusters Score -6483272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6483271.000000 Penalty: 5377.840332
	Iteration 37Q: 3 clusters Score -6483271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -6483270.000000 Penalty: 5377.840332
	Iteration 38Q: 3 clusters Score -6483270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -6483274.000000 Penalty: 5377.840332
	Iteration 39Q: 3 clusters Score -6483274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -6483269.000000 Penalty: 5377.840332
	Iteration 40F: 3 clusters Score -6483269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6483275.000000 Penalty: 5377.840332
	Iteration 41Q: 3 clusters Score -6483275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6483276.000000 Penalty: 5377.840332
	Iteration 42Q: 3 clusters Score -6483276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -6483278.000000 Penalty: 5377.840332
	Iteration 43Q: 3 clusters Score -6483278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6483282.000000 Penalty: 5377.840332
	Iteration 44Q: 3 clusters Score -6483282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6483282.000000 Penalty: 5377.840332
	Iteration 45Q: 3 clusters Score -6483282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6483285.500000 Penalty: 5377.840332
	Iteration 46Q: 3 clusters Score -6483286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6483289.000000 Penalty: 5377.840332
	Iteration 47Q: 3 clusters Score -6483289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -6483293.000000 Penalty: 5377.840332
	Iteration 48Q: 3 clusters Score -6483293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6483292.500000 Penalty: 5377.840332
	Iteration 49Q: 3 clusters Score -6483292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6483291.500000 Penalty: 5377.840332
	Iteration 50Q: 3 clusters Score -6483292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -6483293.000000 Penalty: 5377.840332
	Iteration 51Q: 3 clusters Score -6483293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6483289.500000 Penalty: 5377.840332
	Iteration 52Q: 3 clusters Score -6483290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -6483292.000000 Penalty: 5377.840332
	Iteration 53Q: 3 clusters Score -6483292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -6483292.000000 Penalty: 5377.840332
	Iteration 54Q: 3 clusters Score -6483292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6483293.500000 Penalty: 5377.840332
	Iteration 55Q: 3 clusters Score -6483294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6483289.500000 Penalty: 5377.840332
	Iteration 56Q: 3 clusters Score -6483290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6483290.500000 Penalty: 5377.840332
	Iteration 57Q: 3 clusters Score -6483290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6483294.000000 Penalty: 5377.840332
	Iteration 58Q: 3 clusters Score -6483294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6483298.000000 Penalty: 5377.840332
	Iteration 59Q: 3 clusters Score -6483298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6483298.000000 Penalty: 5377.840332
	Iteration 60F: 3 clusters Score -6483298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -191106.140625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -191106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188711.984375 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -188712 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189136.703125 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -189136.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189243.203125 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -189243.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -189285.953125 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -189286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -189318.328125 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -189318.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -189337.078125 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -189337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -189354.359375 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -189354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189366.093750 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -189366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -189372.453125 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -189372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -189378.578125 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -189378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189388.734375 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -189388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189392.359375 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -189392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189397.015625 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -189397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189399.375000 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -189399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189404.937500 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -189404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -189408.906250 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -189408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -189414.906250 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -189414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -189418.000000 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -189418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -189418.000000 Penalty: 3685.630615
	Iteration 18F: 3 clusters Score -189418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -36955.136719 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -36955.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35586.863281 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -35586.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35795.960938 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -35795.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35914.281250 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -35914.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35976.976562 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -35976.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36017.691406 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -36017.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36073.304688 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -36073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36132.414062 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -36132.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36186.355469 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -36186.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36233.644531 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -36233.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36282.257812 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -36282.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36313.968750 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -36313.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36322.882812 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -36322.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36361.343750 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -36361.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36408.105469 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -36408.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36485.976562 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -36485.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36553.894531 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -36553.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36690.003906 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -36690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36808.007812 Penalty: 2955.378662
	Iteration 17Q: 3 clusters Score -36808.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36829.656250 Penalty: 2955.378662
	Iteration 18Q: 3 clusters Score -36829.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36832.382812 Penalty: 2955.378662
	Iteration 19Q: 3 clusters Score -36832.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36851.949219 Penalty: 2955.378662
	Iteration 20F: 3 clusters Score -36851.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36884.972656 Penalty: 2955.378662
	Iteration 21Q: 3 clusters Score -36884.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36897.140625 Penalty: 2955.378662
	Iteration 22Q: 3 clusters Score -36897.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36897.140625 Penalty: 2955.378662
	Iteration 23F: 3 clusters Score -36897.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Entering Unmasked Estep 
Score: -1941914.250000 Penalty: 2388.851562
	Iteration 0F: 2 clusters Score -1941914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1930916.375000 Penalty: 4777.703125
	Iteration 0F: 3 clusters Score -1930916 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1934518.375000 Penalty: 4777.703125
	Iteration 1F: 3 clusters Score -1934518 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1935233.125000 Penalty: 4777.703125
	Iteration 2F: 3 clusters Score -1935233 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1936171.000000 Penalty: 4777.703125
	Iteration 3F: 3 clusters Score -1936171 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1937167.125000 Penalty: 4777.703125
	Iteration 4F: 3 clusters Score -1937167 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1938083.000000 Penalty: 4777.703125
	Iteration 5F: 3 clusters Score -1938083 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1938947.875000 Penalty: 4777.703125
	Iteration 6F: 3 clusters Score -1938948 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1939698.375000 Penalty: 4777.703125
	Iteration 7F: 3 clusters Score -1939698 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1940255.250000 Penalty: 4777.703125
	Iteration 8F: 3 clusters Score -1940255 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1940652.125000 Penalty: 4777.703125
	Iteration 9Q: 3 clusters Score -1940652 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1940934.125000 Penalty: 4777.703125
	Iteration 10Q: 3 clusters Score -1940934 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1941144.875000 Penalty: 4777.703125
	Iteration 11Q: 3 clusters Score -1941145 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1941297.125000 Penalty: 4777.703125
	Iteration 12Q: 3 clusters Score -1941297 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1941405.500000 Penalty: 4777.703125
	Iteration 13Q: 3 clusters Score -1941406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1941482.750000 Penalty: 4777.703125
	Iteration 14Q: 3 clusters Score -1941483 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1941547.875000 Penalty: 4777.703125
	Iteration 15Q: 3 clusters Score -1941548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1941582.375000 Penalty: 4777.703125
	Iteration 16Q: 3 clusters Score -1941582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1941609.875000 Penalty: 4777.703125
	Iteration 17Q: 3 clusters Score -1941610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1941623.375000 Penalty: 4777.703125
	Iteration 18Q: 3 clusters Score -1941623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1941633.375000 Penalty: 4777.703125
	Iteration 19Q: 3 clusters Score -1941633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1941641.750000 Penalty: 4777.703125
	Iteration 20F: 3 clusters Score -1941642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1941653.250000 Penalty: 4777.703125
	Iteration 21Q: 3 clusters Score -1941653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1941660.000000 Penalty: 4777.703125
	Iteration 22Q: 3 clusters Score -1941660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1941666.250000 Penalty: 4777.703125
	Iteration 23Q: 3 clusters Score -1941666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1941671.500000 Penalty: 4777.703125
	Iteration 24Q: 3 clusters Score -1941672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1941679.875000 Penalty: 4777.703125
	Iteration 25Q: 3 clusters Score -1941680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1941683.625000 Penalty: 4777.703125
	Iteration 26Q: 3 clusters Score -1941684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1941679.750000 Penalty: 4777.703125
	Iteration 27Q: 3 clusters Score -1941680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1941680.750000 Penalty: 4777.703125
	Iteration 28Q: 3 clusters Score -1941681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1941685.250000 Penalty: 4777.703125
	Iteration 29Q: 3 clusters Score -1941685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1941688.750000 Penalty: 4777.703125
	Iteration 30Q: 3 clusters Score -1941689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1941685.375000 Penalty: 4777.703125
	Iteration 31Q: 3 clusters Score -1941685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1941689.250000 Penalty: 4777.703125
	Iteration 32Q: 3 clusters Score -1941689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1941688.125000 Penalty: 4777.703125
	Iteration 33Q: 3 clusters Score -1941688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1941688.500000 Penalty: 4777.703125
	Iteration 34Q: 3 clusters Score -1941688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1941688.500000 Penalty: 4777.703125
	Iteration 35F: 3 clusters Score -1941688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Entering Unmasked Estep 
Score: -22090104.000000 Penalty: 2996.906494
	Iteration 0F: 2 clusters Score -2.20901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -21971974.000000 Penalty: 5993.812988
	Iteration 0F: 3 clusters Score -2.197197e+07 nChanged 85235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -22021732.000000 Penalty: 5993.812988
	Iteration 1F: 3 clusters Score -2.202173e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -22023128.000000 Penalty: 5993.812988
	Iteration 2Q: 3 clusters Score -2.202313e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -22025192.000000 Penalty: 5993.812988
	Iteration 3Q: 3 clusters Score -2.202519e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -22028102.000000 Penalty: 5993.812988
	Iteration 4Q: 3 clusters Score -2.20281e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -22031892.000000 Penalty: 5993.812988
	Iteration 5Q: 3 clusters Score -2.203189e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -22037180.000000 Penalty: 5993.812988
	Iteration 6F: 3 clusters Score -2.203718e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -22042724.000000 Penalty: 5993.812988
	Iteration 7F: 3 clusters Score -2.204272e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -22047616.000000 Penalty: 5993.812988
	Iteration 8F: 3 clusters Score -2.204762e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -22051318.000000 Penalty: 5993.812988
	Iteration 9Q: 3 clusters Score -2.205132e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -22054274.000000 Penalty: 5993.812988
	Iteration 10Q: 3 clusters Score -2.205427e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -22056982.000000 Penalty: 5993.812988
	Iteration 11Q: 3 clusters Score -2.205698e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -22059600.000000 Penalty: 5993.812988
	Iteration 12Q: 3 clusters Score -2.20596e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -22062232.000000 Penalty: 5993.812988
	Iteration 13Q: 3 clusters Score -2.206223e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -22064600.000000 Penalty: 5993.812988
	Iteration 14Q: 3 clusters Score -2.20646e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -22066600.000000 Penalty: 5993.812988
	Iteration 15Q: 3 clusters Score -2.20666e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -22067712.000000 Penalty: 5993.812988
	Iteration 16Q: 3 clusters Score -2.206771e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -22068636.000000 Penalty: 5993.812988
	Iteration 17Q: 3 clusters Score -2.206864e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 124954 members 
Entering Unmasked Estep 
Score: -22069386.000000 Penalty: 5993.812988
	Iteration 18Q: 3 clusters Score -2.206939e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -22070282.000000 Penalty: 5993.812988
	Iteration 19Q: 3 clusters Score -2.207028e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -22071080.000000 Penalty: 5993.812988
	Iteration 20F: 3 clusters Score -2.207108e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -22072040.000000 Penalty: 5993.812988
	Iteration 21Q: 3 clusters Score -2.207204e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -22073294.000000 Penalty: 5993.812988
	Iteration 22Q: 3 clusters Score -2.207329e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -22074346.000000 Penalty: 5993.812988
	Iteration 23Q: 3 clusters Score -2.207435e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -22075524.000000 Penalty: 5993.812988
	Iteration 24Q: 3 clusters Score -2.207552e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 144797 members 
Entering Unmasked Estep 
Score: -22076622.000000 Penalty: 5993.812988
	Iteration 25Q: 3 clusters Score -2.207662e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -22077624.000000 Penalty: 5993.812988
	Iteration 26Q: 3 clusters Score -2.207762e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 150036 members 
Entering Unmasked Estep 
Score: -22078798.000000 Penalty: 5993.812988
	Iteration 27Q: 3 clusters Score -2.20788e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -22079694.000000 Penalty: 5993.812988
	Iteration 28Q: 3 clusters Score -2.207969e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -22080570.000000 Penalty: 5993.812988
	Iteration 29Q: 3 clusters Score -2.208057e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -22081538.000000 Penalty: 5993.812988
	Iteration 30Q: 3 clusters Score -2.208154e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -22082236.000000 Penalty: 5993.812988
	Iteration 31Q: 3 clusters Score -2.208224e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -22082860.000000 Penalty: 5993.812988
	Iteration 32Q: 3 clusters Score -2.208286e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 161476 members 
Entering Unmasked Estep 
Score: -22083376.000000 Penalty: 5993.812988
	Iteration 33Q: 3 clusters Score -2.208338e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -22083830.000000 Penalty: 5993.812988
	Iteration 34Q: 3 clusters Score -2.208383e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -22084348.000000 Penalty: 5993.812988
	Iteration 35Q: 3 clusters Score -2.208435e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 165221 members 
Entering Unmasked Estep 
Score: -22084720.000000 Penalty: 5993.812988
	Iteration 36Q: 3 clusters Score -2.208472e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -22085062.000000 Penalty: 5993.812988
	Iteration 37Q: 3 clusters Score -2.208506e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -22085412.000000 Penalty: 5993.812988
	Iteration 38Q: 3 clusters Score -2.208541e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -22085798.000000 Penalty: 5993.812988
	Iteration 39Q: 3 clusters Score -2.20858e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -22085980.000000 Penalty: 5993.812988
	Iteration 40F: 3 clusters Score -2.208598e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -22086282.000000 Penalty: 5993.812988
	Iteration 41Q: 3 clusters Score -2.208628e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -22086478.000000 Penalty: 5993.812988
	Iteration 42Q: 3 clusters Score -2.208648e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -22086666.000000 Penalty: 5993.812988
	Iteration 43Q: 3 clusters Score -2.208667e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 171374 members 
Entering Unmasked Estep 
Score: -22086848.000000 Penalty: 5993.812988
	Iteration 44Q: 3 clusters Score -2.208685e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 171827 members 
Entering Unmasked Estep 
Score: -22086982.000000 Penalty: 5993.812988
	Iteration 45Q: 3 clusters Score -2.208698e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22087116.000000 Penalty: 5993.812988
	Iteration 46Q: 3 clusters Score -2.208712e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -22087212.000000 Penalty: 5993.812988
	Iteration 47Q: 3 clusters Score -2.208721e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -22087278.000000 Penalty: 5993.812988
	Iteration 48Q: 3 clusters Score -2.208728e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -22087314.000000 Penalty: 5993.812988
	Iteration 49Q: 3 clusters Score -2.208731e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 173320 members 
Entering Unmasked Estep 
Score: -22087366.000000 Penalty: 5993.812988
	Iteration 50Q: 3 clusters Score -2.208737e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -22087388.000000 Penalty: 5993.812988
	Iteration 51Q: 3 clusters Score -2.208739e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 173691 members 
Entering Unmasked Estep 
Score: -22087436.000000 Penalty: 5993.812988
	Iteration 52Q: 3 clusters Score -2.208744e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -22087460.000000 Penalty: 5993.812988
	Iteration 53Q: 3 clusters Score -2.208746e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -22087448.000000 Penalty: 5993.812988
	Iteration 54Q: 3 clusters Score -2.208745e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -22087536.000000 Penalty: 5993.812988
	Iteration 55Q: 3 clusters Score -2.208754e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -22087580.000000 Penalty: 5993.812988
	Iteration 56Q: 3 clusters Score -2.208758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 174252 members 
Entering Unmasked Estep 
Score: -22087578.000000 Penalty: 5993.812988
	Iteration 57Q: 3 clusters Score -2.208758e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 174323 members 
Entering Unmasked Estep 
Score: -22087586.000000 Penalty: 5993.812988
	Iteration 58Q: 3 clusters Score -2.208759e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 174383 members 
Entering Unmasked Estep 
Score: -22087568.000000 Penalty: 5993.812988
	Iteration 59Q: 3 clusters Score -2.208757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -22087586.000000 Penalty: 5993.812988
	Iteration 60F: 3 clusters Score -2.208759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 174467 members 
Entering Unmasked Estep 
Score: -22087564.000000 Penalty: 5993.812988
	Iteration 61Q: 3 clusters Score -2.208756e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -22087582.000000 Penalty: 5993.812988
	Iteration 62Q: 3 clusters Score -2.208758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -22087576.000000 Penalty: 5993.812988
	Iteration 63Q: 3 clusters Score -2.208758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 5993.812988
	Iteration 64Q: 3 clusters Score -2.208755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -22087566.000000 Penalty: 5993.812988
	Iteration 65Q: 3 clusters Score -2.208757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -22087558.000000 Penalty: 5993.812988
	Iteration 66Q: 3 clusters Score -2.208756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -22087568.000000 Penalty: 5993.812988
	Iteration 67Q: 3 clusters Score -2.208757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -22087558.000000 Penalty: 5993.812988
	Iteration 68Q: 3 clusters Score -2.208756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -22087520.000000 Penalty: 5993.812988
	Iteration 69Q: 3 clusters Score -2.208752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -22087530.000000 Penalty: 5993.812988
	Iteration 70Q: 3 clusters Score -2.208753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -22087540.000000 Penalty: 5993.812988
	Iteration 71Q: 3 clusters Score -2.208754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 5993.812988
	Iteration 72Q: 3 clusters Score -2.208754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -22087560.000000 Penalty: 5993.812988
	Iteration 73Q: 3 clusters Score -2.208756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -22087556.000000 Penalty: 5993.812988
	Iteration 74Q: 3 clusters Score -2.208756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -22087562.000000 Penalty: 5993.812988
	Iteration 75Q: 3 clusters Score -2.208756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -22087570.000000 Penalty: 5993.812988
	Iteration 76Q: 3 clusters Score -2.208757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22087556.000000 Penalty: 5993.812988
	Iteration 77Q: 3 clusters Score -2.208756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 174676 members 
Entering Unmasked Estep 
Score: -22087562.000000 Penalty: 5993.812988
	Iteration 78Q: 3 clusters Score -2.208756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -22087560.000000 Penalty: 5993.812988
	Iteration 79Q: 3 clusters Score -2.208756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -22087556.000000 Penalty: 5993.812988
	Iteration 80F: 3 clusters Score -2.208756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -22087540.000000 Penalty: 5993.812988
	Iteration 81Q: 3 clusters Score -2.208754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -22087558.000000 Penalty: 5993.812988
	Iteration 82Q: 3 clusters Score -2.208756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -22087542.000000 Penalty: 5993.812988
	Iteration 83Q: 3 clusters Score -2.208754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -22087552.000000 Penalty: 5993.812988
	Iteration 84Q: 3 clusters Score -2.208755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 5993.812988
	Iteration 85Q: 3 clusters Score -2.208754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 5993.812988
	Iteration 86F: 3 clusters Score -2.208754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Entering Unmasked Estep 
Score: -2176198.500000 Penalty: 2423.374023
	Iteration 0F: 2 clusters Score -2176198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2163634.750000 Penalty: 4846.748047
	Iteration 0F: 3 clusters Score -2163635 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2167823.500000 Penalty: 4846.748047
	Iteration 1F: 3 clusters Score -2167824 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2168242.500000 Penalty: 4846.748047
	Iteration 2F: 3 clusters Score -2168242 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2168615.750000 Penalty: 4846.748047
	Iteration 3Q: 3 clusters Score -2168616 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2169045.750000 Penalty: 4846.748047
	Iteration 4Q: 3 clusters Score -2169046 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2169626.250000 Penalty: 4846.748047
	Iteration 5F: 3 clusters Score -2169626 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2170373.750000 Penalty: 4846.748047
	Iteration 6F: 3 clusters Score -2170374 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2171351.000000 Penalty: 4846.748047
	Iteration 7F: 3 clusters Score -2171351 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2172449.250000 Penalty: 4846.748047
	Iteration 8F: 3 clusters Score -2172449 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2173365.000000 Penalty: 4846.748047
	Iteration 9F: 3 clusters Score -2173365 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2173947.250000 Penalty: 4846.748047
	Iteration 10Q: 3 clusters Score -2173947 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2174318.250000 Penalty: 4846.748047
	Iteration 11Q: 3 clusters Score -2174318 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2174562.750000 Penalty: 4846.748047
	Iteration 12Q: 3 clusters Score -2174563 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2174731.000000 Penalty: 4846.748047
	Iteration 13Q: 3 clusters Score -2174731 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2174847.750000 Penalty: 4846.748047
	Iteration 14Q: 3 clusters Score -2174848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2174916.500000 Penalty: 4846.748047
	Iteration 15Q: 3 clusters Score -2174916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2174964.500000 Penalty: 4846.748047
	Iteration 16Q: 3 clusters Score -2174964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2175015.000000 Penalty: 4846.748047
	Iteration 17Q: 3 clusters Score -2175015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2175052.500000 Penalty: 4846.748047
	Iteration 18Q: 3 clusters Score -2175052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2175077.500000 Penalty: 4846.748047
	Iteration 19Q: 3 clusters Score -2175078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2175091.250000 Penalty: 4846.748047
	Iteration 20F: 3 clusters Score -2175091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2175104.750000 Penalty: 4846.748047
	Iteration 21Q: 3 clusters Score -2175105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2175113.500000 Penalty: 4846.748047
	Iteration 22Q: 3 clusters Score -2175114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2175124.500000 Penalty: 4846.748047
	Iteration 23Q: 3 clusters Score -2175124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2175134.500000 Penalty: 4846.748047
	Iteration 24Q: 3 clusters Score -2175134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2175150.250000 Penalty: 4846.748047
	Iteration 25Q: 3 clusters Score -2175150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2175161.500000 Penalty: 4846.748047
	Iteration 26Q: 3 clusters Score -2175162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2175170.750000 Penalty: 4846.748047
	Iteration 27Q: 3 clusters Score -2175171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2175173.250000 Penalty: 4846.748047
	Iteration 28Q: 3 clusters Score -2175173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2175177.000000 Penalty: 4846.748047
	Iteration 29Q: 3 clusters Score -2175177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2175184.500000 Penalty: 4846.748047
	Iteration 30Q: 3 clusters Score -2175184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2175179.250000 Penalty: 4846.748047
	Iteration 31Q: 3 clusters Score -2175179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2175184.250000 Penalty: 4846.748047
	Iteration 32Q: 3 clusters Score -2175184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2175185.000000 Penalty: 4846.748047
	Iteration 33Q: 3 clusters Score -2175185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2175185.500000 Penalty: 4846.748047
	Iteration 34Q: 3 clusters Score -2175186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2175184.500000 Penalty: 4846.748047
	Iteration 35Q: 3 clusters Score -2175184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2175182.750000 Penalty: 4846.748047
	Iteration 36Q: 3 clusters Score -2175183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2175182.250000 Penalty: 4846.748047
	Iteration 37Q: 3 clusters Score -2175182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2175181.750000 Penalty: 4846.748047
	Iteration 38Q: 3 clusters Score -2175182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2175185.000000 Penalty: 4846.748047
	Iteration 39Q: 3 clusters Score -2175185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2175184.750000 Penalty: 4846.748047
	Iteration 40F: 3 clusters Score -2175185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2175186.250000 Penalty: 4846.748047
	Iteration 41Q: 3 clusters Score -2175186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2175188.750000 Penalty: 4846.748047
	Iteration 42Q: 3 clusters Score -2175189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2175188.750000 Penalty: 4846.748047
	Iteration 43F: 3 clusters Score -2175189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Entering Unmasked Estep 
Score: -6451737.500000 Penalty: 2693.688965
	Iteration 0F: 2 clusters Score -6451738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -6416671.500000 Penalty: 5387.377930
	Iteration 0F: 3 clusters Score -6416672 nChanged 24200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6430231.000000 Penalty: 5387.377930
	Iteration 1F: 3 clusters Score -6430231 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6430827.500000 Penalty: 5387.377930
	Iteration 2Q: 3 clusters Score -6430828 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6431561.000000 Penalty: 5387.377930
	Iteration 3Q: 3 clusters Score -6431561 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6432412.000000 Penalty: 5387.377930
	Iteration 4Q: 3 clusters Score -6432412 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6433435.500000 Penalty: 5387.377930
	Iteration 5Q: 3 clusters Score -6433436 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -6434970.500000 Penalty: 5387.377930
	Iteration 6F: 3 clusters Score -6434970 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6436855.000000 Penalty: 5387.377930
	Iteration 7F: 3 clusters Score -6436855 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6438860.000000 Penalty: 5387.377930
	Iteration 8F: 3 clusters Score -6438860 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6440700.000000 Penalty: 5387.377930
	Iteration 9F: 3 clusters Score -6440700 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6442366.000000 Penalty: 5387.377930
	Iteration 10F: 3 clusters Score -6442366 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -6443872.500000 Penalty: 5387.377930
	Iteration 11Q: 3 clusters Score -6443872 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -6445360.000000 Penalty: 5387.377930
	Iteration 12Q: 3 clusters Score -6445360 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6446608.000000 Penalty: 5387.377930
	Iteration 13Q: 3 clusters Score -6446608 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6447816.000000 Penalty: 5387.377930
	Iteration 14Q: 3 clusters Score -6447816 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -6448967.500000 Penalty: 5387.377930
	Iteration 15Q: 3 clusters Score -6448968 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6449939.000000 Penalty: 5387.377930
	Iteration 16Q: 3 clusters Score -6449939 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -6450526.500000 Penalty: 5387.377930
	Iteration 17Q: 3 clusters Score -6450526 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -6450857.500000 Penalty: 5387.377930
	Iteration 18Q: 3 clusters Score -6450858 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -6450955.000000 Penalty: 5387.377930
	Iteration 19Q: 3 clusters Score -6450955 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -6451021.500000 Penalty: 5387.377930
	Iteration 20F: 3 clusters Score -6451022 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -6451038.000000 Penalty: 5387.377930
	Iteration 21Q: 3 clusters Score -6451038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -6451061.000000 Penalty: 5387.377930
	Iteration 22Q: 3 clusters Score -6451061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -6451078.500000 Penalty: 5387.377930
	Iteration 23Q: 3 clusters Score -6451078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -6451065.500000 Penalty: 5387.377930
	Iteration 24Q: 3 clusters Score -6451066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -6451072.500000 Penalty: 5387.377930
	Iteration 25Q: 3 clusters Score -6451072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -6451065.000000 Penalty: 5387.377930
	Iteration 26Q: 3 clusters Score -6451065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -6451068.500000 Penalty: 5387.377930
	Iteration 27Q: 3 clusters Score -6451068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -6451065.000000 Penalty: 5387.377930
	Iteration 28Q: 3 clusters Score -6451065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6451073.000000 Penalty: 5387.377930
	Iteration 29Q: 3 clusters Score -6451073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6451068.500000 Penalty: 5387.377930
	Iteration 30Q: 3 clusters Score -6451068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6451074.000000 Penalty: 5387.377930
	Iteration 31Q: 3 clusters Score -6451074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -6451072.500000 Penalty: 5387.377930
	Iteration 32Q: 3 clusters Score -6451072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -6451081.000000 Penalty: 5387.377930
	Iteration 33Q: 3 clusters Score -6451081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6451086.000000 Penalty: 5387.377930
	Iteration 34Q: 3 clusters Score -6451086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6451090.500000 Penalty: 5387.377930
	Iteration 35Q: 3 clusters Score -6451090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -6451088.500000 Penalty: 5387.377930
	Iteration 36Q: 3 clusters Score -6451088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6451083.500000 Penalty: 5387.377930
	Iteration 37Q: 3 clusters Score -6451084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -6451083.000000 Penalty: 5387.377930
	Iteration 38Q: 3 clusters Score -6451083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -6451084.000000 Penalty: 5387.377930
	Iteration 39Q: 3 clusters Score -6451084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -6451079.500000 Penalty: 5387.377930
	Iteration 40F: 3 clusters Score -6451080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -1536379.875000 Penalty: 2344.512451
	Iteration 0F: 2 clusters Score -1536380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1526891.750000 Penalty: 4689.024902
	Iteration 0F: 3 clusters Score -1526892 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1530246.625000 Penalty: 4689.024902
	Iteration 1F: 3 clusters Score -1530247 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1531246.750000 Penalty: 4689.024902
	Iteration 2F: 3 clusters Score -1531247 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1532469.500000 Penalty: 4689.024902
	Iteration 3F: 3 clusters Score -1532470 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1533884.375000 Penalty: 4689.024902
	Iteration 4F: 3 clusters Score -1533884 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1535209.750000 Penalty: 4689.024902
	Iteration 5F: 3 clusters Score -1535210 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1536055.000000 Penalty: 4689.024902
	Iteration 6F: 3 clusters Score -1536055 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1536396.125000 Penalty: 4689.024902
	Iteration 7Q: 3 clusters Score -1536396 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1536563.125000 Penalty: 4689.024902
	Iteration 8Q: 3 clusters Score -1536563 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1536656.125000 Penalty: 4689.024902
	Iteration 9Q: 3 clusters Score -1536656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1536709.250000 Penalty: 4689.024902
	Iteration 10Q: 3 clusters Score -1536709 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1536737.875000 Penalty: 4689.024902
	Iteration 11Q: 3 clusters Score -1536738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1536751.875000 Penalty: 4689.024902
	Iteration 12Q: 3 clusters Score -1536752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1536772.750000 Penalty: 4689.024902
	Iteration 13Q: 3 clusters Score -1536773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1536786.750000 Penalty: 4689.024902
	Iteration 14Q: 3 clusters Score -1536787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1536810.250000 Penalty: 4689.024902
	Iteration 15Q: 3 clusters Score -1536810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1536833.500000 Penalty: 4689.024902
	Iteration 16Q: 3 clusters Score -1536834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1536852.625000 Penalty: 4689.024902
	Iteration 17Q: 3 clusters Score -1536853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1536903.250000 Penalty: 4689.024902
	Iteration 18Q: 3 clusters Score -1536903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1537018.875000 Penalty: 4689.024902
	Iteration 19Q: 3 clusters Score -1537019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1537204.250000 Penalty: 4689.024902
	Iteration 20F: 3 clusters Score -1537204 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1537415.875000 Penalty: 4689.024902
	Iteration 21Q: 3 clusters Score -1537416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1537553.125000 Penalty: 4689.024902
	Iteration 22Q: 3 clusters Score -1537553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1537628.875000 Penalty: 4689.024902
	Iteration 23Q: 3 clusters Score -1537629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1537655.750000 Penalty: 4689.024902
	Iteration 24Q: 3 clusters Score -1537656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1537675.250000 Penalty: 4689.024902
	Iteration 25Q: 3 clusters Score -1537675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1537684.750000 Penalty: 4689.024902
	Iteration 26Q: 3 clusters Score -1537685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1537686.500000 Penalty: 4689.024902
	Iteration 27Q: 3 clusters Score -1537686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1537688.125000 Penalty: 4689.024902
	Iteration 28Q: 3 clusters Score -1537688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1537689.875000 Penalty: 4689.024902
	Iteration 29Q: 3 clusters Score -1537690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1537688.250000 Penalty: 4689.024902
	Iteration 30Q: 3 clusters Score -1537688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1537688.750000 Penalty: 4689.024902
	Iteration 31Q: 3 clusters Score -1537689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1537688.750000 Penalty: 4689.024902
	Iteration 32F: 3 clusters Score -1537689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 23864 members 
Mstep: Class 3 contains 12618 members 
Mstep: Class 4 contains 51145 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 177070 members 
Mstep: Class 9 contains 17530 members 
Mstep: Class 10 contains 52138 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156935 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 51397 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 4976 members 
Mstep: Class 30 contains 26688 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 7339 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14529 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333187 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 759 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35223 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4727 members 
Mstep: Class 48 contains 2694 members 
Mstep: Class 49 contains 9078 members 
Entering Unmasked Estep 
Score: -142018352.000000 Penalty: 169800.968750
Splitting cluster 11 changes total score from -142018496.000000 to -142018352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -2203469.500000 Penalty: 2420.098633
	Iteration 0F: 2 clusters Score -2203470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2191103.750000 Penalty: 4840.197266
	Iteration 0F: 3 clusters Score -2191104 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2195116.750000 Penalty: 4840.197266
	Iteration 1F: 3 clusters Score -2195117 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2195427.500000 Penalty: 4840.197266
	Iteration 2F: 3 clusters Score -2195428 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2195675.250000 Penalty: 4840.197266
	Iteration 3Q: 3 clusters Score -2195675 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2195920.250000 Penalty: 4840.197266
	Iteration 4Q: 3 clusters Score -2195920 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2196130.750000 Penalty: 4840.197266
	Iteration 5Q: 3 clusters Score -2196131 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2196355.750000 Penalty: 4840.197266
	Iteration 6Q: 3 clusters Score -2196356 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2196575.250000 Penalty: 4840.197266
	Iteration 7Q: 3 clusters Score -2196575 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2196775.750000 Penalty: 4840.197266
	Iteration 8Q: 3 clusters Score -2196776 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2196995.000000 Penalty: 4840.197266
	Iteration 9Q: 3 clusters Score -2196995 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2197274.500000 Penalty: 4840.197266
	Iteration 10Q: 3 clusters Score -2197274 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2197612.750000 Penalty: 4840.197266
	Iteration 11Q: 3 clusters Score -2197613 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2198048.250000 Penalty: 4840.197266
	Iteration 12Q: 3 clusters Score -2198048 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2198538.250000 Penalty: 4840.197266
	Iteration 13Q: 3 clusters Score -2198538 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2199073.000000 Penalty: 4840.197266
	Iteration 14Q: 3 clusters Score -2199073 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2199538.250000 Penalty: 4840.197266
	Iteration 15Q: 3 clusters Score -2199538 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2199838.500000 Penalty: 4840.197266
	Iteration 16Q: 3 clusters Score -2199838 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2200023.750000 Penalty: 4840.197266
	Iteration 17Q: 3 clusters Score -2200024 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2200139.750000 Penalty: 4840.197266
	Iteration 18Q: 3 clusters Score -2200140 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2200219.250000 Penalty: 4840.197266
	Iteration 19Q: 3 clusters Score -2200219 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2200284.000000 Penalty: 4840.197266
	Iteration 20F: 3 clusters Score -2200284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2200322.500000 Penalty: 4840.197266
	Iteration 21Q: 3 clusters Score -2200322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2200372.000000 Penalty: 4840.197266
	Iteration 22Q: 3 clusters Score -2200372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2200392.000000 Penalty: 4840.197266
	Iteration 23Q: 3 clusters Score -2200392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2200401.250000 Penalty: 4840.197266
	Iteration 24Q: 3 clusters Score -2200401 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2200428.000000 Penalty: 4840.197266
	Iteration 25Q: 3 clusters Score -2200428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2200460.750000 Penalty: 4840.197266
	Iteration 26Q: 3 clusters Score -2200461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2200486.000000 Penalty: 4840.197266
	Iteration 27Q: 3 clusters Score -2200486 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2200517.500000 Penalty: 4840.197266
	Iteration 28Q: 3 clusters Score -2200518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2200541.500000 Penalty: 4840.197266
	Iteration 29Q: 3 clusters Score -2200542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2200562.250000 Penalty: 4840.197266
	Iteration 30Q: 3 clusters Score -2200562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2200581.250000 Penalty: 4840.197266
	Iteration 31Q: 3 clusters Score -2200581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2200606.250000 Penalty: 4840.197266
	Iteration 32Q: 3 clusters Score -2200606 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2200635.500000 Penalty: 4840.197266
	Iteration 33Q: 3 clusters Score -2200636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2200649.500000 Penalty: 4840.197266
	Iteration 34Q: 3 clusters Score -2200650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2200670.750000 Penalty: 4840.197266
	Iteration 35Q: 3 clusters Score -2200671 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2200696.250000 Penalty: 4840.197266
	Iteration 36Q: 3 clusters Score -2200696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2200706.250000 Penalty: 4840.197266
	Iteration 37Q: 3 clusters Score -2200706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2200715.250000 Penalty: 4840.197266
	Iteration 38Q: 3 clusters Score -2200715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2200734.750000 Penalty: 4840.197266
	Iteration 39Q: 3 clusters Score -2200735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2200750.500000 Penalty: 4840.197266
	Iteration 40F: 3 clusters Score -2200750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2200765.500000 Penalty: 4840.197266
	Iteration 41Q: 3 clusters Score -2200766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2200777.750000 Penalty: 4840.197266
	Iteration 42Q: 3 clusters Score -2200778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2200791.250000 Penalty: 4840.197266
	Iteration 43Q: 3 clusters Score -2200791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2200802.750000 Penalty: 4840.197266
	Iteration 44Q: 3 clusters Score -2200803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2200814.500000 Penalty: 4840.197266
	Iteration 45Q: 3 clusters Score -2200814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2200826.000000 Penalty: 4840.197266
	Iteration 46Q: 3 clusters Score -2200826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2200839.000000 Penalty: 4840.197266
	Iteration 47Q: 3 clusters Score -2200839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2200839.750000 Penalty: 4840.197266
	Iteration 48Q: 3 clusters Score -2200840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2200852.750000 Penalty: 4840.197266
	Iteration 49Q: 3 clusters Score -2200853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2200871.250000 Penalty: 4840.197266
	Iteration 50Q: 3 clusters Score -2200871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2200883.750000 Penalty: 4840.197266
	Iteration 51Q: 3 clusters Score -2200884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2200889.250000 Penalty: 4840.197266
	Iteration 52Q: 3 clusters Score -2200889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2200909.750000 Penalty: 4840.197266
	Iteration 53Q: 3 clusters Score -2200910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2200926.250000 Penalty: 4840.197266
	Iteration 54Q: 3 clusters Score -2200926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2200936.500000 Penalty: 4840.197266
	Iteration 55Q: 3 clusters Score -2200936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2200950.500000 Penalty: 4840.197266
	Iteration 56Q: 3 clusters Score -2200950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2200959.500000 Penalty: 4840.197266
	Iteration 57Q: 3 clusters Score -2200960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2200970.500000 Penalty: 4840.197266
	Iteration 58Q: 3 clusters Score -2200970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2200987.000000 Penalty: 4840.197266
	Iteration 59Q: 3 clusters Score -2200987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2200994.500000 Penalty: 4840.197266
	Iteration 60F: 3 clusters Score -2200994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2201004.750000 Penalty: 4840.197266
	Iteration 61Q: 3 clusters Score -2201005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2201015.000000 Penalty: 4840.197266
	Iteration 62Q: 3 clusters Score -2201015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2201019.750000 Penalty: 4840.197266
	Iteration 63Q: 3 clusters Score -2201020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2201034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2201050.750000 Penalty: 4840.197266
	Iteration 65Q: 3 clusters Score -2201051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2201055.000000 Penalty: 4840.197266
	Iteration 66Q: 3 clusters Score -2201055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2201062.000000 Penalty: 4840.197266
	Iteration 67Q: 3 clusters Score -2201062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2201065.250000 Penalty: 4840.197266
	Iteration 68Q: 3 clusters Score -2201065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2201081.500000 Penalty: 4840.197266
	Iteration 69Q: 3 clusters Score -2201082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2201091.250000 Penalty: 4840.197266
	Iteration 70Q: 3 clusters Score -2201091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2201102.750000 Penalty: 4840.197266
	Iteration 71Q: 3 clusters Score -2201103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2201111.500000 Penalty: 4840.197266
	Iteration 72Q: 3 clusters Score -2201112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2201123.500000 Penalty: 4840.197266
	Iteration 73Q: 3 clusters Score -2201124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2201125.500000 Penalty: 4840.197266
	Iteration 74Q: 3 clusters Score -2201126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2201140.500000 Penalty: 4840.197266
	Iteration 75Q: 3 clusters Score -2201140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2201156.250000 Penalty: 4840.197266
	Iteration 76Q: 3 clusters Score -2201156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2201161.250000 Penalty: 4840.197266
	Iteration 77Q: 3 clusters Score -2201161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2201176.750000 Penalty: 4840.197266
	Iteration 78Q: 3 clusters Score -2201177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2201188.250000 Penalty: 4840.197266
	Iteration 79Q: 3 clusters Score -2201188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2201197.500000 Penalty: 4840.197266
	Iteration 80F: 3 clusters Score -2201198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2201205.750000 Penalty: 4840.197266
	Iteration 81Q: 3 clusters Score -2201206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2201215.750000 Penalty: 4840.197266
	Iteration 82Q: 3 clusters Score -2201216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2201227.500000 Penalty: 4840.197266
	Iteration 83Q: 3 clusters Score -2201228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2201240.500000 Penalty: 4840.197266
	Iteration 84Q: 3 clusters Score -2201240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2201243.750000 Penalty: 4840.197266
	Iteration 85Q: 3 clusters Score -2201244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2201256.750000 Penalty: 4840.197266
	Iteration 86Q: 3 clusters Score -2201257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2201269.500000 Penalty: 4840.197266
	Iteration 87Q: 3 clusters Score -2201270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2201274.250000 Penalty: 4840.197266
	Iteration 88Q: 3 clusters Score -2201274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2201283.250000 Penalty: 4840.197266
	Iteration 89Q: 3 clusters Score -2201283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2201286.000000 Penalty: 4840.197266
	Iteration 90Q: 3 clusters Score -2201286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2201283.750000 Penalty: 4840.197266
	Iteration 91Q: 3 clusters Score -2201284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2201286.750000 Penalty: 4840.197266
	Iteration 92Q: 3 clusters Score -2201287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2201288.500000 Penalty: 4840.197266
	Iteration 93Q: 3 clusters Score -2201288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2201289.750000 Penalty: 4840.197266
	Iteration 94Q: 3 clusters Score -2201290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2201293.500000 Penalty: 4840.197266
	Iteration 95Q: 3 clusters Score -2201294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2201301.250000 Penalty: 4840.197266
	Iteration 96Q: 3 clusters Score -2201301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2201310.750000 Penalty: 4840.197266
	Iteration 97Q: 3 clusters Score -2201311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2201312.750000 Penalty: 4840.197266
	Iteration 98Q: 3 clusters Score -2201313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2201313.250000 Penalty: 4840.197266
	Iteration 99Q: 3 clusters Score -2201313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2201316.500000 Penalty: 4840.197266
	Iteration 100F: 3 clusters Score -2201316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2201312.750000 Penalty: 4840.197266
	Iteration 101Q: 3 clusters Score -2201313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2201322.250000 Penalty: 4840.197266
	Iteration 102Q: 3 clusters Score -2201322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2201325.250000 Penalty: 4840.197266
	Iteration 103Q: 3 clusters Score -2201325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2201330.000000 Penalty: 4840.197266
	Iteration 104Q: 3 clusters Score -2201330 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2201332.750000 Penalty: 4840.197266
	Iteration 105Q: 3 clusters Score -2201333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2201335.000000 Penalty: 4840.197266
	Iteration 106Q: 3 clusters Score -2201335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2201337.750000 Penalty: 4840.197266
	Iteration 107Q: 3 clusters Score -2201338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2201339.000000 Penalty: 4840.197266
	Iteration 108Q: 3 clusters Score -2201339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2201339.000000 Penalty: 4840.197266
	Iteration 109Q: 3 clusters Score -2201339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2201348.250000 Penalty: 4840.197266
	Iteration 110Q: 3 clusters Score -2201348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2201348.000000 Penalty: 4840.197266
	Iteration 111Q: 3 clusters Score -2201348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2201351.500000 Penalty: 4840.197266
	Iteration 112Q: 3 clusters Score -2201352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2201348.750000 Penalty: 4840.197266
	Iteration 113Q: 3 clusters Score -2201349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2201353.000000 Penalty: 4840.197266
	Iteration 114Q: 3 clusters Score -2201353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2201354.750000 Penalty: 4840.197266
	Iteration 115Q: 3 clusters Score -2201355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2201363.750000 Penalty: 4840.197266
	Iteration 116Q: 3 clusters Score -2201364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2201367.000000 Penalty: 4840.197266
	Iteration 117Q: 3 clusters Score -2201367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2201381.500000 Penalty: 4840.197266
	Iteration 118Q: 3 clusters Score -2201382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2201388.250000 Penalty: 4840.197266
	Iteration 119Q: 3 clusters Score -2201388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2201393.750000 Penalty: 4840.197266
	Iteration 120F: 3 clusters Score -2201394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2201397.750000 Penalty: 4840.197266
	Iteration 121Q: 3 clusters Score -2201398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2201410.500000 Penalty: 4840.197266
	Iteration 122Q: 3 clusters Score -2201410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2201418.000000 Penalty: 4840.197266
	Iteration 123Q: 3 clusters Score -2201418 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2201422.750000 Penalty: 4840.197266
	Iteration 124Q: 3 clusters Score -2201423 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2201428.000000 Penalty: 4840.197266
	Iteration 125Q: 3 clusters Score -2201428 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2201428.750000 Penalty: 4840.197266
	Iteration 126Q: 3 clusters Score -2201429 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2201431.500000 Penalty: 4840.197266
	Iteration 127Q: 3 clusters Score -2201432 nChanged 13
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Mstep: Class 1 contains 15564 members 
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Entering Unmasked Estep 
Score: -2201431.250000 Penalty: 4840.197266
	Iteration 128Q: 3 clusters Score -2201431 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2201439.000000 Penalty: 4840.197266
	Iteration 129Q: 3 clusters Score -2201439 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15577 members 
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Entering Unmasked Estep 
Score: -2201435.500000 Penalty: 4840.197266
	Iteration 130Q: 3 clusters Score -2201436 nChanged 4
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Mstep: Class 1 contains 15581 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2201436 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2201440.500000 Penalty: 4840.197266
	Iteration 132Q: 3 clusters Score -2201440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2201442.750000 Penalty: 4840.197266
	Iteration 133Q: 3 clusters Score -2201443 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2201442.000000 Penalty: 4840.197266
	Iteration 134Q: 3 clusters Score -2201442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2201450.250000 Penalty: 4840.197266
	Iteration 135Q: 3 clusters Score -2201450 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2201448.000000 Penalty: 4840.197266
	Iteration 136Q: 3 clusters Score -2201448 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2201447.250000 Penalty: 4840.197266
	Iteration 137Q: 3 clusters Score -2201447 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2201450.250000 Penalty: 4840.197266
	Iteration 138Q: 3 clusters Score -2201450 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15636 members 
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Entering Unmasked Estep 
Score: -2201449.750000 Penalty: 4840.197266
	Iteration 139Q: 3 clusters Score -2201450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
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Entering Unmasked Estep 
Score: -2201455.500000 Penalty: 4840.197266
	Iteration 140F: 3 clusters Score -2201456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2201454.750000 Penalty: 4840.197266
	Iteration 141Q: 3 clusters Score -2201455 nChanged 3
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Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2201454 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2201458.500000 Penalty: 4840.197266
	Iteration 143Q: 3 clusters Score -2201458 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2201456.250000 Penalty: 4840.197266
	Iteration 144Q: 3 clusters Score -2201456 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2201461.750000 Penalty: 4840.197266
	Iteration 145Q: 3 clusters Score -2201462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2201457.750000 Penalty: 4840.197266
	Iteration 146Q: 3 clusters Score -2201458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2201456.750000 Penalty: 4840.197266
	Iteration 147Q: 3 clusters Score -2201457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2201458.750000 Penalty: 4840.197266
	Iteration 148Q: 3 clusters Score -2201459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2201466.750000 Penalty: 4840.197266
	Iteration 149Q: 3 clusters Score -2201467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2201470.250000 Penalty: 4840.197266
	Iteration 150Q: 3 clusters Score -2201470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2201472.500000 Penalty: 4840.197266
	Iteration 151Q: 3 clusters Score -2201472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2201471.250000 Penalty: 4840.197266
	Iteration 152Q: 3 clusters Score -2201471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2201472.500000 Penalty: 4840.197266
	Iteration 153Q: 3 clusters Score -2201472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2201481.250000 Penalty: 4840.197266
	Iteration 154Q: 3 clusters Score -2201481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2201476.000000 Penalty: 4840.197266
	Iteration 155Q: 3 clusters Score -2201476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2201481.000000 Penalty: 4840.197266
	Iteration 156Q: 3 clusters Score -2201481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2201478.250000 Penalty: 4840.197266
	Iteration 157Q: 3 clusters Score -2201478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2201485.000000 Penalty: 4840.197266
	Iteration 158Q: 3 clusters Score -2201485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2201487.000000 Penalty: 4840.197266
	Iteration 159Q: 3 clusters Score -2201487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2201484.250000 Penalty: 4840.197266
	Iteration 160F: 3 clusters Score -2201484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2201489.000000 Penalty: 4840.197266
	Iteration 161Q: 3 clusters Score -2201489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2201488.500000 Penalty: 4840.197266
	Iteration 162Q: 3 clusters Score -2201488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2201493.750000 Penalty: 4840.197266
	Iteration 163Q: 3 clusters Score -2201494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2201494.250000 Penalty: 4840.197266
	Iteration 164Q: 3 clusters Score -2201494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2201492.750000 Penalty: 4840.197266
	Iteration 165Q: 3 clusters Score -2201493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2201496.000000 Penalty: 4840.197266
	Iteration 166Q: 3 clusters Score -2201496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2201500.500000 Penalty: 4840.197266
	Iteration 167Q: 3 clusters Score -2201500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2201506.250000 Penalty: 4840.197266
	Iteration 168Q: 3 clusters Score -2201506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2201506.000000 Penalty: 4840.197266
	Iteration 169Q: 3 clusters Score -2201506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2201517.000000 Penalty: 4840.197266
	Iteration 170Q: 3 clusters Score -2201517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2201519.000000 Penalty: 4840.197266
	Iteration 171Q: 3 clusters Score -2201519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2201529.500000 Penalty: 4840.197266
	Iteration 172Q: 3 clusters Score -2201530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2201524.500000 Penalty: 4840.197266
	Iteration 173Q: 3 clusters Score -2201524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2201532.500000 Penalty: 4840.197266
	Iteration 174Q: 3 clusters Score -2201532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2201534.500000 Penalty: 4840.197266
	Iteration 175Q: 3 clusters Score -2201534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2201536.750000 Penalty: 4840.197266
	Iteration 176Q: 3 clusters Score -2201537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2201533.500000 Penalty: 4840.197266
	Iteration 177Q: 3 clusters Score -2201534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2201536.500000 Penalty: 4840.197266
	Iteration 178Q: 3 clusters Score -2201536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2201538.000000 Penalty: 4840.197266
	Iteration 179Q: 3 clusters Score -2201538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2201537.500000 Penalty: 4840.197266
	Iteration 180F: 3 clusters Score -2201538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2201539.000000 Penalty: 4840.197266
	Iteration 181Q: 3 clusters Score -2201539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2201540.250000 Penalty: 4840.197266
	Iteration 182Q: 3 clusters Score -2201540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2201538.500000 Penalty: 4840.197266
	Iteration 183Q: 3 clusters Score -2201538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2201537.750000 Penalty: 4840.197266
	Iteration 184Q: 3 clusters Score -2201538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2201538.750000 Penalty: 4840.197266
	Iteration 185Q: 3 clusters Score -2201539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2201540.000000 Penalty: 4840.197266
	Iteration 186Q: 3 clusters Score -2201540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2201544.000000 Penalty: 4840.197266
	Iteration 187Q: 3 clusters Score -2201544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2201543.000000 Penalty: 4840.197266
	Iteration 188Q: 3 clusters Score -2201543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2201541.250000 Penalty: 4840.197266
	Iteration 189Q: 3 clusters Score -2201541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2201546.000000 Penalty: 4840.197266
	Iteration 190Q: 3 clusters Score -2201546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2201548.750000 Penalty: 4840.197266
	Iteration 191Q: 3 clusters Score -2201549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2201548.750000 Penalty: 4840.197266
	Iteration 192Q: 3 clusters Score -2201549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2201550.750000 Penalty: 4840.197266
	Iteration 193Q: 3 clusters Score -2201551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2201551.000000 Penalty: 4840.197266
	Iteration 194Q: 3 clusters Score -2201551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2201552.250000 Penalty: 4840.197266
	Iteration 195Q: 3 clusters Score -2201552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2201552.750000 Penalty: 4840.197266
	Iteration 196Q: 3 clusters Score -2201553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2201552.750000 Penalty: 4840.197266
	Iteration 197F: 3 clusters Score -2201553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -639343.187500 Penalty: 2145.887695
	Iteration 0F: 2 clusters Score -639343.2 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 2873 members 
Entering Unmasked Estep 
Score: -634347.062500 Penalty: 4291.775391
	Iteration 0F: 3 clusters Score -634347.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -635661.375000 Penalty: 4291.775391
	Iteration 1F: 3 clusters Score -635661.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -636005.875000 Penalty: 4291.775391
	Iteration 2F: 3 clusters Score -636005.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -636272.000000 Penalty: 4291.775391
	Iteration 3F: 3 clusters Score -636272 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -636518.312500 Penalty: 4291.775391
	Iteration 4F: 3 clusters Score -636518.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -636757.437500 Penalty: 4291.775391
	Iteration 5F: 3 clusters Score -636757.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -636947.500000 Penalty: 4291.775391
	Iteration 6Q: 3 clusters Score -636947.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -637096.937500 Penalty: 4291.775391
	Iteration 7Q: 3 clusters Score -637096.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -637220.250000 Penalty: 4291.775391
	Iteration 8Q: 3 clusters Score -637220.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -637313.625000 Penalty: 4291.775391
	Iteration 9Q: 3 clusters Score -637313.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -637390.875000 Penalty: 4291.775391
	Iteration 10Q: 3 clusters Score -637390.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -637453.062500 Penalty: 4291.775391
	Iteration 11Q: 3 clusters Score -637453.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -637514.750000 Penalty: 4291.775391
	Iteration 12Q: 3 clusters Score -637514.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -637580.812500 Penalty: 4291.775391
	Iteration 13Q: 3 clusters Score -637580.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -637632.062500 Penalty: 4291.775391
	Iteration 14Q: 3 clusters Score -637632.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -637683.375000 Penalty: 4291.775391
	Iteration 15Q: 3 clusters Score -637683.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -637729.812500 Penalty: 4291.775391
	Iteration 16Q: 3 clusters Score -637729.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -637765.000000 Penalty: 4291.775391
	Iteration 17Q: 3 clusters Score -637765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -637794.875000 Penalty: 4291.775391
	Iteration 18Q: 3 clusters Score -637794.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -637806.000000 Penalty: 4291.775391
	Iteration 19Q: 3 clusters Score -637806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -637824.062500 Penalty: 4291.775391
	Iteration 20F: 3 clusters Score -637824.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -637852.750000 Penalty: 4291.775391
	Iteration 21Q: 3 clusters Score -637852.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -637874.812500 Penalty: 4291.775391
	Iteration 22Q: 3 clusters Score -637874.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -637884.875000 Penalty: 4291.775391
	Iteration 23Q: 3 clusters Score -637884.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -637896.187500 Penalty: 4291.775391
	Iteration 24Q: 3 clusters Score -637896.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -637903.812500 Penalty: 4291.775391
	Iteration 25Q: 3 clusters Score -637903.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -637909.625000 Penalty: 4291.775391
	Iteration 26Q: 3 clusters Score -637909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -637916.562500 Penalty: 4291.775391
	Iteration 27Q: 3 clusters Score -637916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -637918.687500 Penalty: 4291.775391
	Iteration 28Q: 3 clusters Score -637918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -637921.625000 Penalty: 4291.775391
	Iteration 29Q: 3 clusters Score -637921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -637923.437500 Penalty: 4291.775391
	Iteration 30Q: 3 clusters Score -637923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -637923.937500 Penalty: 4291.775391
	Iteration 31Q: 3 clusters Score -637923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -637926.375000 Penalty: 4291.775391
	Iteration 32Q: 3 clusters Score -637926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -637926.750000 Penalty: 4291.775391
	Iteration 33Q: 3 clusters Score -637926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -637927.312500 Penalty: 4291.775391
	Iteration 34Q: 3 clusters Score -637927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -637927.312500 Penalty: 4291.775391
	Iteration 35F: 3 clusters Score -637927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -55390.062500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -55390.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53902.976562 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -53902.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54143.898438 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -54143.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54272.328125 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -54272.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54382.503906 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -54382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54452.398438 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -54452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54508.910156 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -54508.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54524.457031 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -54524.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54529.703125 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -54529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54531.128906 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -54531.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54532.703125 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -54532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54533.601562 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -54533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54533.601562 Penalty: 3097.106689
	Iteration 11F: 3 clusters Score -54533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Entering Unmasked Estep 
Score: -19430928.000000 Penalty: 2966.969482
	Iteration 0F: 2 clusters Score -1.943093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -19325518.000000 Penalty: 5933.938965
	Iteration 0F: 3 clusters Score -1.932552e+07 nChanged 74868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -19369420.000000 Penalty: 5933.938965
	Iteration 1F: 3 clusters Score -1.936942e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -19371010.000000 Penalty: 5933.938965
	Iteration 2Q: 3 clusters Score -1.937101e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -19373762.000000 Penalty: 5933.938965
	Iteration 3Q: 3 clusters Score -1.937376e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -19378912.000000 Penalty: 5933.938965
	Iteration 4F: 3 clusters Score -1.937891e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -19388050.000000 Penalty: 5933.938965
	Iteration 5F: 3 clusters Score -1.938805e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -19401614.000000 Penalty: 5933.938965
	Iteration 6F: 3 clusters Score -1.940161e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -19414956.000000 Penalty: 5933.938965
	Iteration 7F: 3 clusters Score -1.941496e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 151056 members 
Entering Unmasked Estep 
Score: -19423098.000000 Penalty: 5933.938965
	Iteration 8F: 3 clusters Score -1.94231e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -19426596.000000 Penalty: 5933.938965
	Iteration 9Q: 3 clusters Score -1.94266e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -19427690.000000 Penalty: 5933.938965
	Iteration 10Q: 3 clusters Score -1.942769e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -19428092.000000 Penalty: 5933.938965
	Iteration 11Q: 3 clusters Score -1.942809e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -19428266.000000 Penalty: 5933.938965
	Iteration 12Q: 3 clusters Score -1.942827e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -19428346.000000 Penalty: 5933.938965
	Iteration 13Q: 3 clusters Score -1.942835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -19428352.000000 Penalty: 5933.938965
	Iteration 14Q: 3 clusters Score -1.942835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -19428376.000000 Penalty: 5933.938965
	Iteration 15Q: 3 clusters Score -1.942838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 156422 members 
Entering Unmasked Estep 
Score: -19428406.000000 Penalty: 5933.938965
	Iteration 16Q: 3 clusters Score -1.942841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -19428394.000000 Penalty: 5933.938965
	Iteration 17Q: 3 clusters Score -1.942839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -19428404.000000 Penalty: 5933.938965
	Iteration 18Q: 3 clusters Score -1.94284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -19428400.000000 Penalty: 5933.938965
	Iteration 19Q: 3 clusters Score -1.94284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -19428418.000000 Penalty: 5933.938965
	Iteration 20F: 3 clusters Score -1.942842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -19428412.000000 Penalty: 5933.938965
	Iteration 21Q: 3 clusters Score -1.942841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -19428406.000000 Penalty: 5933.938965
	Iteration 22Q: 3 clusters Score -1.942841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 156445 members 
Entering Unmasked Estep 
Score: -19428400.000000 Penalty: 5933.938965
	Iteration 23Q: 3 clusters Score -1.94284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -19428400.000000 Penalty: 5933.938965
	Iteration 24Q: 3 clusters Score -1.94284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 156450 members 
Entering Unmasked Estep 
Score: -19428400.000000 Penalty: 5933.938965
	Iteration 25Q: 3 clusters Score -1.94284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -19428392.000000 Penalty: 5933.938965
	Iteration 26Q: 3 clusters Score -1.942839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -19428402.000000 Penalty: 5933.938965
	Iteration 27Q: 3 clusters Score -1.94284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -19428414.000000 Penalty: 5933.938965
	Iteration 28Q: 3 clusters Score -1.942841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19428412.000000 Penalty: 5933.938965
	Iteration 29Q: 3 clusters Score -1.942841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -19428412.000000 Penalty: 5933.938965
	Iteration 30F: 3 clusters Score -1.942841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -656083.875000 Penalty: 2130.476074
	Iteration 0F: 2 clusters Score -656083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -651297.250000 Penalty: 4260.952148
	Iteration 0F: 3 clusters Score -651297.2 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -652486.812500 Penalty: 4260.952148
	Iteration 1F: 3 clusters Score -652486.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -652748.625000 Penalty: 4260.952148
	Iteration 2F: 3 clusters Score -652748.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -652912.062500 Penalty: 4260.952148
	Iteration 3F: 3 clusters Score -652912.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -653023.875000 Penalty: 4260.952148
	Iteration 4Q: 3 clusters Score -653023.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -653106.875000 Penalty: 4260.952148
	Iteration 5Q: 3 clusters Score -653106.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -653162.687500 Penalty: 4260.952148
	Iteration 6Q: 3 clusters Score -653162.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -653209.000000 Penalty: 4260.952148
	Iteration 7Q: 3 clusters Score -653209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -653251.750000 Penalty: 4260.952148
	Iteration 8Q: 3 clusters Score -653251.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -653286.750000 Penalty: 4260.952148
	Iteration 9Q: 3 clusters Score -653286.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -653322.437500 Penalty: 4260.952148
	Iteration 10Q: 3 clusters Score -653322.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -653354.937500 Penalty: 4260.952148
	Iteration 11Q: 3 clusters Score -653354.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -653388.625000 Penalty: 4260.952148
	Iteration 12Q: 3 clusters Score -653388.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -653412.562500 Penalty: 4260.952148
	Iteration 13Q: 3 clusters Score -653412.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -653433.000000 Penalty: 4260.952148
	Iteration 14Q: 3 clusters Score -653433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -653458.687500 Penalty: 4260.952148
	Iteration 15Q: 3 clusters Score -653458.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -653486.187500 Penalty: 4260.952148
	Iteration 16Q: 3 clusters Score -653486.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -653517.250000 Penalty: 4260.952148
	Iteration 17Q: 3 clusters Score -653517.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -653550.187500 Penalty: 4260.952148
	Iteration 18Q: 3 clusters Score -653550.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -653579.312500 Penalty: 4260.952148
	Iteration 19Q: 3 clusters Score -653579.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -653606.500000 Penalty: 4260.952148
	Iteration 20F: 3 clusters Score -653606.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -653634.750000 Penalty: 4260.952148
	Iteration 21Q: 3 clusters Score -653634.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -653664.812500 Penalty: 4260.952148
	Iteration 22Q: 3 clusters Score -653664.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -653694.000000 Penalty: 4260.952148
	Iteration 23Q: 3 clusters Score -653694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -653721.187500 Penalty: 4260.952148
	Iteration 24Q: 3 clusters Score -653721.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -653755.000000 Penalty: 4260.952148
	Iteration 25Q: 3 clusters Score -653755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -653793.812500 Penalty: 4260.952148
	Iteration 26Q: 3 clusters Score -653793.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -653814.625000 Penalty: 4260.952148
	Iteration 27Q: 3 clusters Score -653814.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -653840.812500 Penalty: 4260.952148
	Iteration 28Q: 3 clusters Score -653840.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -653875.437500 Penalty: 4260.952148
	Iteration 29Q: 3 clusters Score -653875.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -653909.875000 Penalty: 4260.952148
	Iteration 30Q: 3 clusters Score -653909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -653937.062500 Penalty: 4260.952148
	Iteration 31Q: 3 clusters Score -653937.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -653957.187500 Penalty: 4260.952148
	Iteration 32Q: 3 clusters Score -653957.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -653977.250000 Penalty: 4260.952148
	Iteration 33Q: 3 clusters Score -653977.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -653996.250000 Penalty: 4260.952148
	Iteration 34Q: 3 clusters Score -653996.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -654019.937500 Penalty: 4260.952148
	Iteration 35Q: 3 clusters Score -654019.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -654041.000000 Penalty: 4260.952148
	Iteration 36Q: 3 clusters Score -654041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -654056.062500 Penalty: 4260.952148
	Iteration 37Q: 3 clusters Score -654056.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -654067.937500 Penalty: 4260.952148
	Iteration 38Q: 3 clusters Score -654067.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -654080.062500 Penalty: 4260.952148
	Iteration 39Q: 3 clusters Score -654080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -654088.312500 Penalty: 4260.952148
	Iteration 40F: 3 clusters Score -654088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -654100.187500 Penalty: 4260.952148
	Iteration 41Q: 3 clusters Score -654100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -654105.562500 Penalty: 4260.952148
	Iteration 42Q: 3 clusters Score -654105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -654109.687500 Penalty: 4260.952148
	Iteration 43Q: 3 clusters Score -654109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -654114.062500 Penalty: 4260.952148
	Iteration 44Q: 3 clusters Score -654114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -654118.312500 Penalty: 4260.952148
	Iteration 45Q: 3 clusters Score -654118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -654125.125000 Penalty: 4260.952148
	Iteration 46Q: 3 clusters Score -654125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -654127.937500 Penalty: 4260.952148
	Iteration 47Q: 3 clusters Score -654127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -654131.375000 Penalty: 4260.952148
	Iteration 48Q: 3 clusters Score -654131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -654134.500000 Penalty: 4260.952148
	Iteration 49Q: 3 clusters Score -654134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -654141.562500 Penalty: 4260.952148
	Iteration 50Q: 3 clusters Score -654141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -654148.500000 Penalty: 4260.952148
	Iteration 51Q: 3 clusters Score -654148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -654154.687500 Penalty: 4260.952148
	Iteration 52Q: 3 clusters Score -654154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -654160.625000 Penalty: 4260.952148
	Iteration 53Q: 3 clusters Score -654160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -654168.812500 Penalty: 4260.952148
	Iteration 54Q: 3 clusters Score -654168.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -654178.187500 Penalty: 4260.952148
	Iteration 55Q: 3 clusters Score -654178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -654187.062500 Penalty: 4260.952148
	Iteration 56Q: 3 clusters Score -654187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -654193.187500 Penalty: 4260.952148
	Iteration 57Q: 3 clusters Score -654193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -654202.250000 Penalty: 4260.952148
	Iteration 58Q: 3 clusters Score -654202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -654208.250000 Penalty: 4260.952148
	Iteration 59Q: 3 clusters Score -654208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -654213.062500 Penalty: 4260.952148
	Iteration 60F: 3 clusters Score -654213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -654215.687500 Penalty: 4260.952148
	Iteration 61Q: 3 clusters Score -654215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -654217.625000 Penalty: 4260.952148
	Iteration 62Q: 3 clusters Score -654217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -654218.125000 Penalty: 4260.952148
	Iteration 63Q: 3 clusters Score -654218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -654218.312500 Penalty: 4260.952148
	Iteration 64Q: 3 clusters Score -654218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -654218.312500 Penalty: 4260.952148
	Iteration 65F: 3 clusters Score -654218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Entering Unmasked Estep 
Score: -6328109.000000 Penalty: 2690.139160
	Iteration 0F: 2 clusters Score -6328109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -6293363.000000 Penalty: 5380.278320
	Iteration 0F: 3 clusters Score -6293363 nChanged 23868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6306638.000000 Penalty: 5380.278320
	Iteration 1F: 3 clusters Score -6306638 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -6307191.500000 Penalty: 5380.278320
	Iteration 2Q: 3 clusters Score -6307192 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6307801.500000 Penalty: 5380.278320
	Iteration 3Q: 3 clusters Score -6307802 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6308420.000000 Penalty: 5380.278320
	Iteration 4Q: 3 clusters Score -6308420 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6309134.000000 Penalty: 5380.278320
	Iteration 5Q: 3 clusters Score -6309134 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -6309994.000000 Penalty: 5380.278320
	Iteration 6Q: 3 clusters Score -6309994 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6311006.000000 Penalty: 5380.278320
	Iteration 7Q: 3 clusters Score -6311006 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -6312340.000000 Penalty: 5380.278320
	Iteration 8F: 3 clusters Score -6312340 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -6313784.500000 Penalty: 5380.278320
	Iteration 9F: 3 clusters Score -6313784 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -6315217.000000 Penalty: 5380.278320
	Iteration 10F: 3 clusters Score -6315217 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6316711.000000 Penalty: 5380.278320
	Iteration 11Q: 3 clusters Score -6316711 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -6318284.500000 Penalty: 5380.278320
	Iteration 12Q: 3 clusters Score -6318284 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -6320054.500000 Penalty: 5380.278320
	Iteration 13Q: 3 clusters Score -6320054 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6321866.500000 Penalty: 5380.278320
	Iteration 14Q: 3 clusters Score -6321866 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6323584.000000 Penalty: 5380.278320
	Iteration 15Q: 3 clusters Score -6323584 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6324727.000000 Penalty: 5380.278320
	Iteration 16Q: 3 clusters Score -6324727 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6325281.500000 Penalty: 5380.278320
	Iteration 17Q: 3 clusters Score -6325282 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6325509.500000 Penalty: 5380.278320
	Iteration 18Q: 3 clusters Score -6325510 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6325634.500000 Penalty: 5380.278320
	Iteration 19Q: 3 clusters Score -6325634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6325697.500000 Penalty: 5380.278320
	Iteration 20F: 3 clusters Score -6325698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6325755.500000 Penalty: 5380.278320
	Iteration 21Q: 3 clusters Score -6325756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6325798.000000 Penalty: 5380.278320
	Iteration 22Q: 3 clusters Score -6325798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6325810.500000 Penalty: 5380.278320
	Iteration 23Q: 3 clusters Score -6325810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6325841.500000 Penalty: 5380.278320
	Iteration 24Q: 3 clusters Score -6325842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6325860.000000 Penalty: 5380.278320
	Iteration 25Q: 3 clusters Score -6325860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6325873.500000 Penalty: 5380.278320
	Iteration 26Q: 3 clusters Score -6325874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6325872.500000 Penalty: 5380.278320
	Iteration 27Q: 3 clusters Score -6325872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6325875.500000 Penalty: 5380.278320
	Iteration 28Q: 3 clusters Score -6325876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6325882.500000 Penalty: 5380.278320
	Iteration 29Q: 3 clusters Score -6325882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325889.500000 Penalty: 5380.278320
	Iteration 30Q: 3 clusters Score -6325890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6325886.000000 Penalty: 5380.278320
	Iteration 31Q: 3 clusters Score -6325886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6325883.500000 Penalty: 5380.278320
	Iteration 32Q: 3 clusters Score -6325884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6325894.500000 Penalty: 5380.278320
	Iteration 33Q: 3 clusters Score -6325894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325891.000000 Penalty: 5380.278320
	Iteration 34Q: 3 clusters Score -6325891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325895.500000 Penalty: 5380.278320
	Iteration 35Q: 3 clusters Score -6325896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325899.500000 Penalty: 5380.278320
	Iteration 36Q: 3 clusters Score -6325900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6325896.000000 Penalty: 5380.278320
	Iteration 37Q: 3 clusters Score -6325896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325897.500000 Penalty: 5380.278320
	Iteration 38Q: 3 clusters Score -6325898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6325897.500000 Penalty: 5380.278320
	Iteration 39F: 3 clusters Score -6325898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Entering Unmasked Estep 
Score: -3318813.500000 Penalty: 2521.779053
	Iteration 0F: 2 clusters Score -3318814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3300678.500000 Penalty: 5043.558105
	Iteration 0F: 3 clusters Score -3300678 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3307113.000000 Penalty: 5043.558105
	Iteration 1F: 3 clusters Score -3307113 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3307460.750000 Penalty: 5043.558105
	Iteration 2Q: 3 clusters Score -3307461 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3307754.500000 Penalty: 5043.558105
	Iteration 3Q: 3 clusters Score -3307754 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3308004.250000 Penalty: 5043.558105
	Iteration 4Q: 3 clusters Score -3308004 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3308216.250000 Penalty: 5043.558105
	Iteration 5Q: 3 clusters Score -3308216 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3308455.000000 Penalty: 5043.558105
	Iteration 6Q: 3 clusters Score -3308455 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3308721.750000 Penalty: 5043.558105
	Iteration 7Q: 3 clusters Score -3308722 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3309006.500000 Penalty: 5043.558105
	Iteration 8Q: 3 clusters Score -3309006 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3309384.750000 Penalty: 5043.558105
	Iteration 9Q: 3 clusters Score -3309385 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3309874.000000 Penalty: 5043.558105
	Iteration 10Q: 3 clusters Score -3309874 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3310466.750000 Penalty: 5043.558105
	Iteration 11Q: 3 clusters Score -3310467 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3311235.750000 Penalty: 5043.558105
	Iteration 12Q: 3 clusters Score -3311236 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3312168.000000 Penalty: 5043.558105
	Iteration 13Q: 3 clusters Score -3312168 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3313094.000000 Penalty: 5043.558105
	Iteration 14Q: 3 clusters Score -3313094 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3314046.250000 Penalty: 5043.558105
	Iteration 15Q: 3 clusters Score -3314046 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3314882.000000 Penalty: 5043.558105
	Iteration 16Q: 3 clusters Score -3314882 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3315475.500000 Penalty: 5043.558105
	Iteration 17Q: 3 clusters Score -3315476 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3315850.000000 Penalty: 5043.558105
	Iteration 18Q: 3 clusters Score -3315850 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3316133.250000 Penalty: 5043.558105
	Iteration 19Q: 3 clusters Score -3316133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3316299.000000 Penalty: 5043.558105
	Iteration 20F: 3 clusters Score -3316299 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3316418.750000 Penalty: 5043.558105
	Iteration 21Q: 3 clusters Score -3316419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3316492.750000 Penalty: 5043.558105
	Iteration 22Q: 3 clusters Score -3316493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3316539.750000 Penalty: 5043.558105
	Iteration 23Q: 3 clusters Score -3316540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3316576.750000 Penalty: 5043.558105
	Iteration 24Q: 3 clusters Score -3316577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3316593.750000 Penalty: 5043.558105
	Iteration 25Q: 3 clusters Score -3316594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3316605.750000 Penalty: 5043.558105
	Iteration 26Q: 3 clusters Score -3316606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3316634.250000 Penalty: 5043.558105
	Iteration 27Q: 3 clusters Score -3316634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3316639.250000 Penalty: 5043.558105
	Iteration 28Q: 3 clusters Score -3316639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3316646.000000 Penalty: 5043.558105
	Iteration 29Q: 3 clusters Score -3316646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3316653.250000 Penalty: 5043.558105
	Iteration 30Q: 3 clusters Score -3316653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3316656.750000 Penalty: 5043.558105
	Iteration 31Q: 3 clusters Score -3316657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3316663.750000 Penalty: 5043.558105
	Iteration 32Q: 3 clusters Score -3316664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3316671.500000 Penalty: 5043.558105
	Iteration 33Q: 3 clusters Score -3316672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3316669.250000 Penalty: 5043.558105
	Iteration 34Q: 3 clusters Score -3316669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3316673.000000 Penalty: 5043.558105
	Iteration 35Q: 3 clusters Score -3316673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3316677.500000 Penalty: 5043.558105
	Iteration 36Q: 3 clusters Score -3316678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3316678.000000 Penalty: 5043.558105
	Iteration 37Q: 3 clusters Score -3316678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3316679.250000 Penalty: 5043.558105
	Iteration 38Q: 3 clusters Score -3316679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3316678.750000 Penalty: 5043.558105
	Iteration 39Q: 3 clusters Score -3316679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3316678.750000 Penalty: 5043.558105
	Iteration 40F: 3 clusters Score -3316679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -49668.554688 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -49668.55 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 224 members 
Entering Unmasked Estep 
Score: -48225.335938 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -48225.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48384.078125 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -48384.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48439.531250 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -48439.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48478.644531 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -48478.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48498.785156 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -48498.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48512.203125 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -48512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48515.734375 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -48515.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48518.941406 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -48518.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48520.066406 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -48520.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48520.066406 Penalty: 3014.510742
	Iteration 9F: 3 clusters Score -48520.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -798637.000000 Penalty: 2176.489502
	Iteration 0F: 2 clusters Score -798637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -793212.375000 Penalty: 4352.979004
	Iteration 0F: 3 clusters Score -793212.4 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -794639.312500 Penalty: 4352.979004
	Iteration 1F: 3 clusters Score -794639.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -794909.375000 Penalty: 4352.979004
	Iteration 2F: 3 clusters Score -794909.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -795129.187500 Penalty: 4352.979004
	Iteration 3F: 3 clusters Score -795129.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -795299.750000 Penalty: 4352.979004
	Iteration 4Q: 3 clusters Score -795299.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -795432.625000 Penalty: 4352.979004
	Iteration 5Q: 3 clusters Score -795432.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -795542.937500 Penalty: 4352.979004
	Iteration 6Q: 3 clusters Score -795542.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -795632.750000 Penalty: 4352.979004
	Iteration 7Q: 3 clusters Score -795632.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -795718.187500 Penalty: 4352.979004
	Iteration 8Q: 3 clusters Score -795718.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -795806.687500 Penalty: 4352.979004
	Iteration 9Q: 3 clusters Score -795806.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -795879.250000 Penalty: 4352.979004
	Iteration 10Q: 3 clusters Score -795879.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -795931.250000 Penalty: 4352.979004
	Iteration 11Q: 3 clusters Score -795931.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -795984.000000 Penalty: 4352.979004
	Iteration 12Q: 3 clusters Score -795984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -796036.750000 Penalty: 4352.979004
	Iteration 13Q: 3 clusters Score -796036.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -796082.875000 Penalty: 4352.979004
	Iteration 14Q: 3 clusters Score -796082.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -796120.562500 Penalty: 4352.979004
	Iteration 15Q: 3 clusters Score -796120.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -796154.750000 Penalty: 4352.979004
	Iteration 16Q: 3 clusters Score -796154.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -796179.000000 Penalty: 4352.979004
	Iteration 17Q: 3 clusters Score -796179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -796204.062500 Penalty: 4352.979004
	Iteration 18Q: 3 clusters Score -796204.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -796227.625000 Penalty: 4352.979004
	Iteration 19Q: 3 clusters Score -796227.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -796247.562500 Penalty: 4352.979004
	Iteration 20F: 3 clusters Score -796247.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -796272.125000 Penalty: 4352.979004
	Iteration 21Q: 3 clusters Score -796272.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -796289.687500 Penalty: 4352.979004
	Iteration 22Q: 3 clusters Score -796289.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -796313.062500 Penalty: 4352.979004
	Iteration 23Q: 3 clusters Score -796313.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -796339.687500 Penalty: 4352.979004
	Iteration 24Q: 3 clusters Score -796339.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -796358.687500 Penalty: 4352.979004
	Iteration 25Q: 3 clusters Score -796358.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -796375.875000 Penalty: 4352.979004
	Iteration 26Q: 3 clusters Score -796375.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -796390.187500 Penalty: 4352.979004
	Iteration 27Q: 3 clusters Score -796390.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -796404.875000 Penalty: 4352.979004
	Iteration 28Q: 3 clusters Score -796404.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -796412.750000 Penalty: 4352.979004
	Iteration 29Q: 3 clusters Score -796412.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -796420.875000 Penalty: 4352.979004
	Iteration 30Q: 3 clusters Score -796420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -796427.937500 Penalty: 4352.979004
	Iteration 31Q: 3 clusters Score -796427.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -796438.625000 Penalty: 4352.979004
	Iteration 32Q: 3 clusters Score -796438.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -796448.500000 Penalty: 4352.979004
	Iteration 33Q: 3 clusters Score -796448.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -796460.500000 Penalty: 4352.979004
	Iteration 34Q: 3 clusters Score -796460.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -796469.312500 Penalty: 4352.979004
	Iteration 35Q: 3 clusters Score -796469.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -796476.500000 Penalty: 4352.979004
	Iteration 36Q: 3 clusters Score -796476.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -796484.312500 Penalty: 4352.979004
	Iteration 37Q: 3 clusters Score -796484.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -796494.250000 Penalty: 4352.979004
	Iteration 38Q: 3 clusters Score -796494.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -796501.625000 Penalty: 4352.979004
	Iteration 39Q: 3 clusters Score -796501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -796509.062500 Penalty: 4352.979004
	Iteration 40F: 3 clusters Score -796509.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -796517.062500 Penalty: 4352.979004
	Iteration 41Q: 3 clusters Score -796517.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -796521.500000 Penalty: 4352.979004
	Iteration 42Q: 3 clusters Score -796521.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -796524.812500 Penalty: 4352.979004
	Iteration 43Q: 3 clusters Score -796524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -796526.937500 Penalty: 4352.979004
	Iteration 44Q: 3 clusters Score -796526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -796531.062500 Penalty: 4352.979004
	Iteration 45Q: 3 clusters Score -796531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -796532.812500 Penalty: 4352.979004
	Iteration 46Q: 3 clusters Score -796532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -796535.125000 Penalty: 4352.979004
	Iteration 47Q: 3 clusters Score -796535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -796541.312500 Penalty: 4352.979004
	Iteration 48Q: 3 clusters Score -796541.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -796548.250000 Penalty: 4352.979004
	Iteration 49Q: 3 clusters Score -796548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -796553.687500 Penalty: 4352.979004
	Iteration 50Q: 3 clusters Score -796553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -796557.625000 Penalty: 4352.979004
	Iteration 51Q: 3 clusters Score -796557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -796563.937500 Penalty: 4352.979004
	Iteration 52Q: 3 clusters Score -796563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -796568.500000 Penalty: 4352.979004
	Iteration 53Q: 3 clusters Score -796568.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -796574.937500 Penalty: 4352.979004
	Iteration 54Q: 3 clusters Score -796574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -796581.437500 Penalty: 4352.979004
	Iteration 55Q: 3 clusters Score -796581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -796584.500000 Penalty: 4352.979004
	Iteration 56Q: 3 clusters Score -796584.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -796590.750000 Penalty: 4352.979004
	Iteration 57Q: 3 clusters Score -796590.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -796594.250000 Penalty: 4352.979004
	Iteration 58Q: 3 clusters Score -796594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -796599.000000 Penalty: 4352.979004
	Iteration 59Q: 3 clusters Score -796599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -796603.437500 Penalty: 4352.979004
	Iteration 60F: 3 clusters Score -796603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -796611.312500 Penalty: 4352.979004
	Iteration 61Q: 3 clusters Score -796611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -796610.437500 Penalty: 4352.979004
	Iteration 62Q: 3 clusters Score -796610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -796617.562500 Penalty: 4352.979004
	Iteration 63Q: 3 clusters Score -796617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -796620.750000 Penalty: 4352.979004
	Iteration 64Q: 3 clusters Score -796620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -796621.375000 Penalty: 4352.979004
	Iteration 65Q: 3 clusters Score -796621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -796623.562500 Penalty: 4352.979004
	Iteration 66Q: 3 clusters Score -796623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -796627.000000 Penalty: 4352.979004
	Iteration 67Q: 3 clusters Score -796627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -796629.125000 Penalty: 4352.979004
	Iteration 68Q: 3 clusters Score -796629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -796630.187500 Penalty: 4352.979004
	Iteration 69Q: 3 clusters Score -796630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -796632.500000 Penalty: 4352.979004
	Iteration 70Q: 3 clusters Score -796632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -796634.875000 Penalty: 4352.979004
	Iteration 71Q: 3 clusters Score -796634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -796637.375000 Penalty: 4352.979004
	Iteration 72Q: 3 clusters Score -796637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -796640.187500 Penalty: 4352.979004
	Iteration 73Q: 3 clusters Score -796640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -796642.312500 Penalty: 4352.979004
	Iteration 74Q: 3 clusters Score -796642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -796644.500000 Penalty: 4352.979004
	Iteration 75Q: 3 clusters Score -796644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -796645.437500 Penalty: 4352.979004
	Iteration 76Q: 3 clusters Score -796645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -796645.937500 Penalty: 4352.979004
	Iteration 77Q: 3 clusters Score -796645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -796649.062500 Penalty: 4352.979004
	Iteration 78Q: 3 clusters Score -796649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -796651.062500 Penalty: 4352.979004
	Iteration 79Q: 3 clusters Score -796651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -796651.375000 Penalty: 4352.979004
	Iteration 80F: 3 clusters Score -796651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -796654.062500 Penalty: 4352.979004
	Iteration 81Q: 3 clusters Score -796654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -796653.375000 Penalty: 4352.979004
	Iteration 82Q: 3 clusters Score -796653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -796653.750000 Penalty: 4352.979004
	Iteration 83Q: 3 clusters Score -796653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -796653.812500 Penalty: 4352.979004
	Iteration 84Q: 3 clusters Score -796653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -796655.312500 Penalty: 4352.979004
	Iteration 85Q: 3 clusters Score -796655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -796656.812500 Penalty: 4352.979004
	Iteration 86Q: 3 clusters Score -796656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -796658.937500 Penalty: 4352.979004
	Iteration 87Q: 3 clusters Score -796658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -796660.125000 Penalty: 4352.979004
	Iteration 88Q: 3 clusters Score -796660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -796662.062500 Penalty: 4352.979004
	Iteration 89Q: 3 clusters Score -796662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -796664.750000 Penalty: 4352.979004
	Iteration 90Q: 3 clusters Score -796664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -796664.562500 Penalty: 4352.979004
	Iteration 91Q: 3 clusters Score -796664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -796669.937500 Penalty: 4352.979004
	Iteration 92Q: 3 clusters Score -796669.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -796672.750000 Penalty: 4352.979004
	Iteration 93Q: 3 clusters Score -796672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -796674.625000 Penalty: 4352.979004
	Iteration 94Q: 3 clusters Score -796674.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -796681.125000 Penalty: 4352.979004
	Iteration 95Q: 3 clusters Score -796681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -796685.250000 Penalty: 4352.979004
	Iteration 96Q: 3 clusters Score -796685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -796685.937500 Penalty: 4352.979004
	Iteration 97Q: 3 clusters Score -796685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -796686.375000 Penalty: 4352.979004
	Iteration 98Q: 3 clusters Score -796686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -796685.375000 Penalty: 4352.979004
	Iteration 99Q: 3 clusters Score -796685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -796688.562500 Penalty: 4352.979004
	Iteration 100F: 3 clusters Score -796688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -796688.625000 Penalty: 4352.979004
	Iteration 101Q: 3 clusters Score -796688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -796690.312500 Penalty: 4352.979004
	Iteration 102Q: 3 clusters Score -796690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -796691.000000 Penalty: 4352.979004
	Iteration 103Q: 3 clusters Score -796691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -796691.500000 Penalty: 4352.979004
	Iteration 104Q: 3 clusters Score -796691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -796691.500000 Penalty: 4352.979004
	Iteration 105Q: 3 clusters Score -796691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -796691.812500 Penalty: 4352.979004
	Iteration 106Q: 3 clusters Score -796691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -796691.562500 Penalty: 4352.979004
	Iteration 107Q: 3 clusters Score -796691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -796692.125000 Penalty: 4352.979004
	Iteration 108Q: 3 clusters Score -796692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -796691.625000 Penalty: 4352.979004
	Iteration 109Q: 3 clusters Score -796691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -796691.625000 Penalty: 4352.979004
	Iteration 110F: 3 clusters Score -796691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -113168.359375 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -113168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111305.015625 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -111305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111588.687500 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -111588.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111714.429688 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -111714.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111778.687500 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -111778.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111818.015625 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -111818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111845.546875 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -111845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111863.750000 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -111863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111873.945312 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -111873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111890.023438 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -111890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111905.625000 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -111905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111923.601562 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -111923.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111951.054688 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -111951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111979.171875 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -111979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112008.546875 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -112008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112034.484375 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -112034.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112057.148438 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -112057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112082.203125 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -112082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112115.781250 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -112115.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112152.578125 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -112152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112169.140625 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -112169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112196.992188 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -112197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -112248.062500 Penalty: 3415.719727
	Iteration 21Q: 3 clusters Score -112248.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112302.351562 Penalty: 3415.719727
	Iteration 22Q: 3 clusters Score -112302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112343.289062 Penalty: 3415.719727
	Iteration 23Q: 3 clusters Score -112343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112373.460938 Penalty: 3415.719727
	Iteration 24Q: 3 clusters Score -112373.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112429.796875 Penalty: 3415.719727
	Iteration 25Q: 3 clusters Score -112429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112467.992188 Penalty: 3415.719727
	Iteration 26Q: 3 clusters Score -112468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112482.585938 Penalty: 3415.719727
	Iteration 27Q: 3 clusters Score -112482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112501.007812 Penalty: 3415.719727
	Iteration 28Q: 3 clusters Score -112501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112507.078125 Penalty: 3415.719727
	Iteration 29Q: 3 clusters Score -112507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112508.304688 Penalty: 3415.719727
	Iteration 30Q: 3 clusters Score -112508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112508.304688 Penalty: 3415.719727
	Iteration 31F: 3 clusters Score -112508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Entering Unmasked Estep 
Score: -3709752.750000 Penalty: 2555.684326
	Iteration 0F: 2 clusters Score -3709753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3689402.250000 Penalty: 5111.368652
	Iteration 0F: 3 clusters Score -3689402 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3696626.750000 Penalty: 5111.368652
	Iteration 1F: 3 clusters Score -3696627 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3697032.250000 Penalty: 5111.368652
	Iteration 2Q: 3 clusters Score -3697032 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3697405.250000 Penalty: 5111.368652
	Iteration 3Q: 3 clusters Score -3697405 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3697674.750000 Penalty: 5111.368652
	Iteration 4Q: 3 clusters Score -3697675 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3697928.250000 Penalty: 5111.368652
	Iteration 5Q: 3 clusters Score -3697928 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3698223.750000 Penalty: 5111.368652
	Iteration 6Q: 3 clusters Score -3698224 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3698485.250000 Penalty: 5111.368652
	Iteration 7Q: 3 clusters Score -3698485 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3698756.000000 Penalty: 5111.368652
	Iteration 8Q: 3 clusters Score -3698756 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3699024.000000 Penalty: 5111.368652
	Iteration 9Q: 3 clusters Score -3699024 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3699325.250000 Penalty: 5111.368652
	Iteration 10Q: 3 clusters Score -3699325 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3699647.000000 Penalty: 5111.368652
	Iteration 11Q: 3 clusters Score -3699647 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3700060.750000 Penalty: 5111.368652
	Iteration 12Q: 3 clusters Score -3700061 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3700456.000000 Penalty: 5111.368652
	Iteration 13Q: 3 clusters Score -3700456 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3700924.500000 Penalty: 5111.368652
	Iteration 14Q: 3 clusters Score -3700924 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3701421.000000 Penalty: 5111.368652
	Iteration 15Q: 3 clusters Score -3701421 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3701862.500000 Penalty: 5111.368652
	Iteration 16Q: 3 clusters Score -3701862 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3702268.500000 Penalty: 5111.368652
	Iteration 17Q: 3 clusters Score -3702268 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3702557.500000 Penalty: 5111.368652
	Iteration 18Q: 3 clusters Score -3702558 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3702766.500000 Penalty: 5111.368652
	Iteration 19Q: 3 clusters Score -3702766 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3702870.500000 Penalty: 5111.368652
	Iteration 20F: 3 clusters Score -3702870 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3702948.000000 Penalty: 5111.368652
	Iteration 21Q: 3 clusters Score -3702948 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3703003.000000 Penalty: 5111.368652
	Iteration 22Q: 3 clusters Score -3703003 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3703040.000000 Penalty: 5111.368652
	Iteration 23Q: 3 clusters Score -3703040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3703070.250000 Penalty: 5111.368652
	Iteration 24Q: 3 clusters Score -3703070 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3703106.250000 Penalty: 5111.368652
	Iteration 25Q: 3 clusters Score -3703106 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3703139.250000 Penalty: 5111.368652
	Iteration 26Q: 3 clusters Score -3703139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3703144.250000 Penalty: 5111.368652
	Iteration 27Q: 3 clusters Score -3703144 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3703155.750000 Penalty: 5111.368652
	Iteration 28Q: 3 clusters Score -3703156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3703180.500000 Penalty: 5111.368652
	Iteration 29Q: 3 clusters Score -3703180 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3703218.000000 Penalty: 5111.368652
	Iteration 30Q: 3 clusters Score -3703218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3703259.500000 Penalty: 5111.368652
	Iteration 31Q: 3 clusters Score -3703260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3703282.250000 Penalty: 5111.368652
	Iteration 32Q: 3 clusters Score -3703282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3703320.000000 Penalty: 5111.368652
	Iteration 33Q: 3 clusters Score -3703320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3703363.250000 Penalty: 5111.368652
	Iteration 34Q: 3 clusters Score -3703363 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3703381.750000 Penalty: 5111.368652
	Iteration 35Q: 3 clusters Score -3703382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3703419.000000 Penalty: 5111.368652
	Iteration 36Q: 3 clusters Score -3703419 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3703456.250000 Penalty: 5111.368652
	Iteration 37Q: 3 clusters Score -3703456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3703491.750000 Penalty: 5111.368652
	Iteration 38Q: 3 clusters Score -3703492 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3703531.750000 Penalty: 5111.368652
	Iteration 39Q: 3 clusters Score -3703532 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3703562.000000 Penalty: 5111.368652
	Iteration 40F: 3 clusters Score -3703562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3703620.250000 Penalty: 5111.368652
	Iteration 41Q: 3 clusters Score -3703620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3703658.250000 Penalty: 5111.368652
	Iteration 42Q: 3 clusters Score -3703658 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3703699.500000 Penalty: 5111.368652
	Iteration 43Q: 3 clusters Score -3703700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3703739.500000 Penalty: 5111.368652
	Iteration 44Q: 3 clusters Score -3703740 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3703771.750000 Penalty: 5111.368652
	Iteration 45Q: 3 clusters Score -3703772 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3703827.750000 Penalty: 5111.368652
	Iteration 46Q: 3 clusters Score -3703828 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3703891.750000 Penalty: 5111.368652
	Iteration 47Q: 3 clusters Score -3703892 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3703943.250000 Penalty: 5111.368652
	Iteration 48Q: 3 clusters Score -3703943 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3704029.250000 Penalty: 5111.368652
	Iteration 49Q: 3 clusters Score -3704029 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3704127.750000 Penalty: 5111.368652
	Iteration 50Q: 3 clusters Score -3704128 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3704233.750000 Penalty: 5111.368652
	Iteration 51Q: 3 clusters Score -3704234 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3704387.500000 Penalty: 5111.368652
	Iteration 52Q: 3 clusters Score -3704388 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3704540.250000 Penalty: 5111.368652
	Iteration 53Q: 3 clusters Score -3704540 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3704690.500000 Penalty: 5111.368652
	Iteration 54Q: 3 clusters Score -3704690 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3704865.250000 Penalty: 5111.368652
	Iteration 55Q: 3 clusters Score -3704865 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3705063.000000 Penalty: 5111.368652
	Iteration 56Q: 3 clusters Score -3705063 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3705273.500000 Penalty: 5111.368652
	Iteration 57Q: 3 clusters Score -3705274 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3705537.000000 Penalty: 5111.368652
	Iteration 58Q: 3 clusters Score -3705537 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3705804.250000 Penalty: 5111.368652
	Iteration 59Q: 3 clusters Score -3705804 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3706080.500000 Penalty: 5111.368652
	Iteration 60F: 3 clusters Score -3706080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3706334.250000 Penalty: 5111.368652
	Iteration 61Q: 3 clusters Score -3706334 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3706590.000000 Penalty: 5111.368652
	Iteration 62Q: 3 clusters Score -3706590 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3706842.000000 Penalty: 5111.368652
	Iteration 63Q: 3 clusters Score -3706842 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3707048.000000 Penalty: 5111.368652
	Iteration 64Q: 3 clusters Score -3707048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3707191.000000 Penalty: 5111.368652
	Iteration 65Q: 3 clusters Score -3707191 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3707264.250000 Penalty: 5111.368652
	Iteration 66Q: 3 clusters Score -3707264 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3707342.750000 Penalty: 5111.368652
	Iteration 67Q: 3 clusters Score -3707343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3707401.250000 Penalty: 5111.368652
	Iteration 68Q: 3 clusters Score -3707401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3707442.250000 Penalty: 5111.368652
	Iteration 69Q: 3 clusters Score -3707442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3707491.250000 Penalty: 5111.368652
	Iteration 70Q: 3 clusters Score -3707491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3707507.000000 Penalty: 5111.368652
	Iteration 71Q: 3 clusters Score -3707507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3707534.250000 Penalty: 5111.368652
	Iteration 72Q: 3 clusters Score -3707534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3707554.000000 Penalty: 5111.368652
	Iteration 73Q: 3 clusters Score -3707554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3707564.750000 Penalty: 5111.368652
	Iteration 74Q: 3 clusters Score -3707565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3707580.500000 Penalty: 5111.368652
	Iteration 75Q: 3 clusters Score -3707580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3707587.750000 Penalty: 5111.368652
	Iteration 76Q: 3 clusters Score -3707588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3707593.000000 Penalty: 5111.368652
	Iteration 77Q: 3 clusters Score -3707593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3707601.000000 Penalty: 5111.368652
	Iteration 78Q: 3 clusters Score -3707601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3707600.000000 Penalty: 5111.368652
	Iteration 79Q: 3 clusters Score -3707600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3707607.500000 Penalty: 5111.368652
	Iteration 80F: 3 clusters Score -3707608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3707609.250000 Penalty: 5111.368652
	Iteration 81Q: 3 clusters Score -3707609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3707608.000000 Penalty: 5111.368652
	Iteration 82Q: 3 clusters Score -3707608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3707610.250000 Penalty: 5111.368652
	Iteration 83Q: 3 clusters Score -3707610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3707616.250000 Penalty: 5111.368652
	Iteration 84Q: 3 clusters Score -3707616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3707620.750000 Penalty: 5111.368652
	Iteration 85Q: 3 clusters Score -3707621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3707625.750000 Penalty: 5111.368652
	Iteration 86Q: 3 clusters Score -3707626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3707630.250000 Penalty: 5111.368652
	Iteration 87Q: 3 clusters Score -3707630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3707633.000000 Penalty: 5111.368652
	Iteration 88Q: 3 clusters Score -3707633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3707636.250000 Penalty: 5111.368652
	Iteration 89Q: 3 clusters Score -3707636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3707641.750000 Penalty: 5111.368652
	Iteration 90Q: 3 clusters Score -3707642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3707644.500000 Penalty: 5111.368652
	Iteration 91Q: 3 clusters Score -3707644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3707650.250000 Penalty: 5111.368652
	Iteration 92Q: 3 clusters Score -3707650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3707655.250000 Penalty: 5111.368652
	Iteration 93Q: 3 clusters Score -3707655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3707656.500000 Penalty: 5111.368652
	Iteration 94Q: 3 clusters Score -3707656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3707656.500000 Penalty: 5111.368652
	Iteration 95F: 3 clusters Score -3707656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -267870.718750 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -267870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265121.718750 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -265121.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -265587.718750 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -265587.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -265702.437500 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -265702.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265775.250000 Penalty: 3800.817139
	Iteration 3Q: 3 clusters Score -265775.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -265821.593750 Penalty: 3800.817139
	Iteration 4Q: 3 clusters Score -265821.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -265852.625000 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -265852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265883.375000 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -265883.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -265900.468750 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -265900.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -265910.187500 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -265910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -265914.218750 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -265914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -265918.281250 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -265918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265925.812500 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -265925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -265939.531250 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -265939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265947.250000 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -265947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265951.125000 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -265951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -265955.218750 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -265955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -265960.625000 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -265960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -265967.187500 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -265967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -265972.906250 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -265972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265980.750000 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -265980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265986.281250 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -265986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -265988.375000 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -265988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -265989.031250 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -265989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -265989.031250 Penalty: 3800.817139
	Iteration 23F: 3 clusters Score -265989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33237.746094 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33237.75 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 180 members 
Entering Unmasked Estep 
Score: -31971.623047 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31971.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32090.378906 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32090.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32116.546875 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -32116.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32134.445312 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32134.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32139.867188 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32139.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32143.947266 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32143.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32145.619141 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32145.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32147.236328 Penalty: 2908.361084
	Iteration 7Q: 3 clusters Score -32147.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32147.236328 Penalty: 2908.361084
	Iteration 8F: 3 clusters Score -32147.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -38945.656250 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -38945.66 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 191 members 
Entering Unmasked Estep 
Score: -37590.781250 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -37590.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37707.921875 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -37707.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37734.703125 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -37734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37774.570312 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -37774.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37789.164062 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -37789.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37809.230469 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -37809.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37823.101562 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -37823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37827.468750 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -37827.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37827.468750 Penalty: 2918.127930
	Iteration 8F: 3 clusters Score -37827.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -519965.437500 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -519965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -515899.687500 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -515899.7 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -516814.906250 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -516814.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -517017.437500 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -517017.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -517124.468750 Penalty: 4140.521973
	Iteration 3Q: 3 clusters Score -517124.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -517192.843750 Penalty: 4140.521973
	Iteration 4Q: 3 clusters Score -517192.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -517248.718750 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -517248.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -517293.218750 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -517293.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -517323.093750 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -517323.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -517348.281250 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -517348.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -517366.343750 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -517366.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -517381.593750 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -517381.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -517398.656250 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -517398.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -517412.062500 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -517412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -517421.250000 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -517421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -517430.968750 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -517431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -517440.125000 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -517440.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -517450.562500 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -517450.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -517463.906250 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -517463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -517475.781250 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -517475.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -517486.625000 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -517486.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -517502.937500 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -517502.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -517517.781250 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -517517.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -517529.781250 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -517529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -517541.156250 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -517541.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -517553.093750 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -517553.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -517567.281250 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -517567.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -517578.812500 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -517578.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -517596.187500 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -517596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -517612.187500 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -517612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -517626.250000 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -517626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -517638.375000 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -517638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -517649.531250 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -517649.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -517663.125000 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -517663.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517677.593750 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -517677.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -517693.718750 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -517693.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -517709.156250 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -517709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -517717.437500 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -517717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -517725.218750 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -517725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -517738.781250 Penalty: 4140.521973
	Iteration 38Q: 3 clusters Score -517738.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -517754.906250 Penalty: 4140.521973
	Iteration 39Q: 3 clusters Score -517754.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -517769.937500 Penalty: 4140.521973
	Iteration 40F: 3 clusters Score -517769.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -517782.781250 Penalty: 4140.521973
	Iteration 41Q: 3 clusters Score -517782.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -517793.468750 Penalty: 4140.521973
	Iteration 42Q: 3 clusters Score -517793.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -517805.375000 Penalty: 4140.521973
	Iteration 43Q: 3 clusters Score -517805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -517818.187500 Penalty: 4140.521973
	Iteration 44Q: 3 clusters Score -517818.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -517828.156250 Penalty: 4140.521973
	Iteration 45Q: 3 clusters Score -517828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -517841.093750 Penalty: 4140.521973
	Iteration 46Q: 3 clusters Score -517841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -517858.062500 Penalty: 4140.521973
	Iteration 47Q: 3 clusters Score -517858.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -517874.906250 Penalty: 4140.521973
	Iteration 48Q: 3 clusters Score -517874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -517881.687500 Penalty: 4140.521973
	Iteration 49Q: 3 clusters Score -517881.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -517885.906250 Penalty: 4140.521973
	Iteration 50Q: 3 clusters Score -517885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -517890.468750 Penalty: 4140.521973
	Iteration 51Q: 3 clusters Score -517890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -517895.750000 Penalty: 4140.521973
	Iteration 52Q: 3 clusters Score -517895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -517903.218750 Penalty: 4140.521973
	Iteration 53Q: 3 clusters Score -517903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -517912.250000 Penalty: 4140.521973
	Iteration 54Q: 3 clusters Score -517912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -517923.781250 Penalty: 4140.521973
	Iteration 55Q: 3 clusters Score -517923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -517932.625000 Penalty: 4140.521973
	Iteration 56Q: 3 clusters Score -517932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -517943.218750 Penalty: 4140.521973
	Iteration 57Q: 3 clusters Score -517943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -517956.031250 Penalty: 4140.521973
	Iteration 58Q: 3 clusters Score -517956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -517965.218750 Penalty: 4140.521973
	Iteration 59Q: 3 clusters Score -517965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -517974.062500 Penalty: 4140.521973
	Iteration 60F: 3 clusters Score -517974.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -517986.812500 Penalty: 4140.521973
	Iteration 61Q: 3 clusters Score -517986.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -518003.937500 Penalty: 4140.521973
	Iteration 62Q: 3 clusters Score -518003.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -518016.656250 Penalty: 4140.521973
	Iteration 63Q: 3 clusters Score -518016.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518025.156250 Penalty: 4140.521973
	Iteration 64Q: 3 clusters Score -518025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -518030.937500 Penalty: 4140.521973
	Iteration 65Q: 3 clusters Score -518030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -518035.031250 Penalty: 4140.521973
	Iteration 66Q: 3 clusters Score -518035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -518040.656250 Penalty: 4140.521973
	Iteration 67Q: 3 clusters Score -518040.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -518050.968750 Penalty: 4140.521973
	Iteration 68Q: 3 clusters Score -518051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -518063.187500 Penalty: 4140.521973
	Iteration 69Q: 3 clusters Score -518063.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -518076.656250 Penalty: 4140.521973
	Iteration 70Q: 3 clusters Score -518076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -518085.375000 Penalty: 4140.521973
	Iteration 71Q: 3 clusters Score -518085.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -518097.218750 Penalty: 4140.521973
	Iteration 72Q: 3 clusters Score -518097.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -518108.625000 Penalty: 4140.521973
	Iteration 73Q: 3 clusters Score -518108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -518114.843750 Penalty: 4140.521973
	Iteration 74Q: 3 clusters Score -518114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -518120.750000 Penalty: 4140.521973
	Iteration 75Q: 3 clusters Score -518120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -518127.843750 Penalty: 4140.521973
	Iteration 76Q: 3 clusters Score -518127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -518133.031250 Penalty: 4140.521973
	Iteration 77Q: 3 clusters Score -518133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -518136.906250 Penalty: 4140.521973
	Iteration 78Q: 3 clusters Score -518136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -518138.343750 Penalty: 4140.521973
	Iteration 79Q: 3 clusters Score -518138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -518140.343750 Penalty: 4140.521973
	Iteration 80F: 3 clusters Score -518140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -518143.437500 Penalty: 4140.521973
	Iteration 81Q: 3 clusters Score -518143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -518143.343750 Penalty: 4140.521973
	Iteration 82Q: 3 clusters Score -518143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -518144.750000 Penalty: 4140.521973
	Iteration 83Q: 3 clusters Score -518144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -518145.718750 Penalty: 4140.521973
	Iteration 84Q: 3 clusters Score -518145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -518147.812500 Penalty: 4140.521973
	Iteration 85Q: 3 clusters Score -518147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -518148.250000 Penalty: 4140.521973
	Iteration 86Q: 3 clusters Score -518148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -518148.250000 Penalty: 4140.521973
	Iteration 87F: 3 clusters Score -518148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -2835612.250000 Penalty: 2486.396973
	Iteration 0F: 2 clusters Score -2835612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2820002.750000 Penalty: 4972.793945
	Iteration 0F: 3 clusters Score -2820003 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2825429.250000 Penalty: 4972.793945
	Iteration 1F: 3 clusters Score -2825429 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2825944.250000 Penalty: 4972.793945
	Iteration 2F: 3 clusters Score -2825944 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2826406.750000 Penalty: 4972.793945
	Iteration 3Q: 3 clusters Score -2826407 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2826851.500000 Penalty: 4972.793945
	Iteration 4Q: 3 clusters Score -2826852 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2827323.750000 Penalty: 4972.793945
	Iteration 5Q: 3 clusters Score -2827324 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2827880.750000 Penalty: 4972.793945
	Iteration 6Q: 3 clusters Score -2827881 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2828583.000000 Penalty: 4972.793945
	Iteration 7Q: 3 clusters Score -2828583 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2829299.250000 Penalty: 4972.793945
	Iteration 8Q: 3 clusters Score -2829299 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2829947.750000 Penalty: 4972.793945
	Iteration 9Q: 3 clusters Score -2829948 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2830551.500000 Penalty: 4972.793945
	Iteration 10Q: 3 clusters Score -2830552 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2831026.750000 Penalty: 4972.793945
	Iteration 11Q: 3 clusters Score -2831027 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2831425.750000 Penalty: 4972.793945
	Iteration 12Q: 3 clusters Score -2831426 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2831740.250000 Penalty: 4972.793945
	Iteration 13Q: 3 clusters Score -2831740 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2832027.000000 Penalty: 4972.793945
	Iteration 14Q: 3 clusters Score -2832027 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2832255.250000 Penalty: 4972.793945
	Iteration 15Q: 3 clusters Score -2832255 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2832481.500000 Penalty: 4972.793945
	Iteration 16Q: 3 clusters Score -2832482 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2832695.250000 Penalty: 4972.793945
	Iteration 17Q: 3 clusters Score -2832695 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2832849.000000 Penalty: 4972.793945
	Iteration 18Q: 3 clusters Score -2832849 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2832975.250000 Penalty: 4972.793945
	Iteration 19Q: 3 clusters Score -2832975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2833064.250000 Penalty: 4972.793945
	Iteration 20F: 3 clusters Score -2833064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2833138.500000 Penalty: 4972.793945
	Iteration 21Q: 3 clusters Score -2833138 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2833212.000000 Penalty: 4972.793945
	Iteration 22Q: 3 clusters Score -2833212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2833259.500000 Penalty: 4972.793945
	Iteration 23Q: 3 clusters Score -2833260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2833300.500000 Penalty: 4972.793945
	Iteration 24Q: 3 clusters Score -2833300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2833336.250000 Penalty: 4972.793945
	Iteration 25Q: 3 clusters Score -2833336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2833346.750000 Penalty: 4972.793945
	Iteration 26Q: 3 clusters Score -2833347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2833372.500000 Penalty: 4972.793945
	Iteration 27Q: 3 clusters Score -2833372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2833383.000000 Penalty: 4972.793945
	Iteration 28Q: 3 clusters Score -2833383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2833392.000000 Penalty: 4972.793945
	Iteration 29Q: 3 clusters Score -2833392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2833396.750000 Penalty: 4972.793945
	Iteration 30Q: 3 clusters Score -2833397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2833404.000000 Penalty: 4972.793945
	Iteration 31Q: 3 clusters Score -2833404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2833416.500000 Penalty: 4972.793945
	Iteration 32Q: 3 clusters Score -2833416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2833427.250000 Penalty: 4972.793945
	Iteration 33Q: 3 clusters Score -2833427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2833440.750000 Penalty: 4972.793945
	Iteration 34Q: 3 clusters Score -2833441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2833455.000000 Penalty: 4972.793945
	Iteration 35Q: 3 clusters Score -2833455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2833457.500000 Penalty: 4972.793945
	Iteration 36Q: 3 clusters Score -2833458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2833462.750000 Penalty: 4972.793945
	Iteration 37Q: 3 clusters Score -2833463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2833462.250000 Penalty: 4972.793945
	Iteration 38Q: 3 clusters Score -2833462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2833469.000000 Penalty: 4972.793945
	Iteration 39Q: 3 clusters Score -2833469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2833473.250000 Penalty: 4972.793945
	Iteration 40F: 3 clusters Score -2833473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2833469.000000 Penalty: 4972.793945
	Iteration 41Q: 3 clusters Score -2833469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2833470.000000 Penalty: 4972.793945
	Iteration 42Q: 3 clusters Score -2833470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2833473.000000 Penalty: 4972.793945
	Iteration 43Q: 3 clusters Score -2833473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2833471.750000 Penalty: 4972.793945
	Iteration 44Q: 3 clusters Score -2833472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2833471.500000 Penalty: 4972.793945
	Iteration 45Q: 3 clusters Score -2833472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2833475.500000 Penalty: 4972.793945
	Iteration 46Q: 3 clusters Score -2833476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2833474.750000 Penalty: 4972.793945
	Iteration 47Q: 3 clusters Score -2833475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2833478.250000 Penalty: 4972.793945
	Iteration 48Q: 3 clusters Score -2833478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2833478.250000 Penalty: 4972.793945
	Iteration 49Q: 3 clusters Score -2833478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2833482.250000 Penalty: 4972.793945
	Iteration 50Q: 3 clusters Score -2833482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2833481.000000 Penalty: 4972.793945
	Iteration 51Q: 3 clusters Score -2833481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2833485.000000 Penalty: 4972.793945
	Iteration 52Q: 3 clusters Score -2833485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2833492.500000 Penalty: 4972.793945
	Iteration 53Q: 3 clusters Score -2833492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2833492.250000 Penalty: 4972.793945
	Iteration 54Q: 3 clusters Score -2833492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2833496.500000 Penalty: 4972.793945
	Iteration 55Q: 3 clusters Score -2833496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2833496.250000 Penalty: 4972.793945
	Iteration 56Q: 3 clusters Score -2833496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2833501.000000 Penalty: 4972.793945
	Iteration 57Q: 3 clusters Score -2833501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2833505.500000 Penalty: 4972.793945
	Iteration 58Q: 3 clusters Score -2833506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2833509.750000 Penalty: 4972.793945
	Iteration 59Q: 3 clusters Score -2833510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2833510.500000 Penalty: 4972.793945
	Iteration 60F: 3 clusters Score -2833510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2833510.000000 Penalty: 4972.793945
	Iteration 61Q: 3 clusters Score -2833510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2833509.500000 Penalty: 4972.793945
	Iteration 62Q: 3 clusters Score -2833510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2833510.750000 Penalty: 4972.793945
	Iteration 63Q: 3 clusters Score -2833511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2833512.000000 Penalty: 4972.793945
	Iteration 64Q: 3 clusters Score -2833512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2833514.250000 Penalty: 4972.793945
	Iteration 65Q: 3 clusters Score -2833514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2833517.250000 Penalty: 4972.793945
	Iteration 66Q: 3 clusters Score -2833517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2833520.000000 Penalty: 4972.793945
	Iteration 67Q: 3 clusters Score -2833520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2833520.000000 Penalty: 4972.793945
	Iteration 68Q: 3 clusters Score -2833520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2833517.500000 Penalty: 4972.793945
	Iteration 69Q: 3 clusters Score -2833518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2833529.250000 Penalty: 4972.793945
	Iteration 70Q: 3 clusters Score -2833529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2833526.250000 Penalty: 4972.793945
	Iteration 71Q: 3 clusters Score -2833526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2833528.500000 Penalty: 4972.793945
	Iteration 72Q: 3 clusters Score -2833528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2833526.250000 Penalty: 4972.793945
	Iteration 73Q: 3 clusters Score -2833526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2833526.250000 Penalty: 4972.793945
	Iteration 74F: 3 clusters Score -2833526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -287403.468750 Penalty: 1920.330933
	Iteration 0F: 2 clusters Score -287403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -284561.937500 Penalty: 3840.661865
	Iteration 0F: 3 clusters Score -284561.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285059.343750 Penalty: 3840.661865
	Iteration 1F: 3 clusters Score -285059.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285176.937500 Penalty: 3840.661865
	Iteration 2F: 3 clusters Score -285176.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -285238.031250 Penalty: 3840.661865
	Iteration 3Q: 3 clusters Score -285238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285269.750000 Penalty: 3840.661865
	Iteration 4Q: 3 clusters Score -285269.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -285291.656250 Penalty: 3840.661865
	Iteration 5Q: 3 clusters Score -285291.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285308.875000 Penalty: 3840.661865
	Iteration 6Q: 3 clusters Score -285308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -285317.437500 Penalty: 3840.661865
	Iteration 7Q: 3 clusters Score -285317.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -285322.906250 Penalty: 3840.661865
	Iteration 8Q: 3 clusters Score -285322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285331.531250 Penalty: 3840.661865
	Iteration 9Q: 3 clusters Score -285331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285340.343750 Penalty: 3840.661865
	Iteration 10Q: 3 clusters Score -285340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285347.062500 Penalty: 3840.661865
	Iteration 11Q: 3 clusters Score -285347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285351.656250 Penalty: 3840.661865
	Iteration 12Q: 3 clusters Score -285351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285357.187500 Penalty: 3840.661865
	Iteration 13Q: 3 clusters Score -285357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -285363.687500 Penalty: 3840.661865
	Iteration 14Q: 3 clusters Score -285363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -285369.812500 Penalty: 3840.661865
	Iteration 15Q: 3 clusters Score -285369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285373.531250 Penalty: 3840.661865
	Iteration 16Q: 3 clusters Score -285373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285377.968750 Penalty: 3840.661865
	Iteration 17Q: 3 clusters Score -285378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285381.968750 Penalty: 3840.661865
	Iteration 18Q: 3 clusters Score -285382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285384.500000 Penalty: 3840.661865
	Iteration 19Q: 3 clusters Score -285384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -285390.062500 Penalty: 3840.661865
	Iteration 20F: 3 clusters Score -285390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285396.781250 Penalty: 3840.661865
	Iteration 21Q: 3 clusters Score -285396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285399.812500 Penalty: 3840.661865
	Iteration 22Q: 3 clusters Score -285399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285402.968750 Penalty: 3840.661865
	Iteration 23Q: 3 clusters Score -285403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285405.093750 Penalty: 3840.661865
	Iteration 24Q: 3 clusters Score -285405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285406.062500 Penalty: 3840.661865
	Iteration 25Q: 3 clusters Score -285406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285408.437500 Penalty: 3840.661865
	Iteration 26Q: 3 clusters Score -285408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285410.218750 Penalty: 3840.661865
	Iteration 27Q: 3 clusters Score -285410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285411.937500 Penalty: 3840.661865
	Iteration 28Q: 3 clusters Score -285411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285415.406250 Penalty: 3840.661865
	Iteration 29Q: 3 clusters Score -285415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285419.406250 Penalty: 3840.661865
	Iteration 30Q: 3 clusters Score -285419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285420.500000 Penalty: 3840.661865
	Iteration 31Q: 3 clusters Score -285420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285421.093750 Penalty: 3840.661865
	Iteration 32Q: 3 clusters Score -285421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285421.093750 Penalty: 3840.661865
	Iteration 33F: 3 clusters Score -285421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -595099.312500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -595099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -590586.562500 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -590586.6 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -591771.812500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -591771.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -592005.375000 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -592005.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -592131.750000 Penalty: 4222.141113
	Iteration 3Q: 3 clusters Score -592131.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -592224.500000 Penalty: 4222.141113
	Iteration 4Q: 3 clusters Score -592224.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -592316.875000 Penalty: 4222.141113
	Iteration 5Q: 3 clusters Score -592316.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -592401.500000 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -592401.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -592481.750000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -592481.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -592557.437500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -592557.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -592628.187500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -592628.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -592676.125000 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -592676.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -592717.187500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -592717.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -592766.625000 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -592766.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -592820.062500 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -592820.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -592870.187500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -592870.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -592937.562500 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -592937.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -593002.812500 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -593002.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -593050.687500 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -593050.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -593091.812500 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -593091.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -593123.625000 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -593123.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -593142.812500 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -593142.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -593160.000000 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -593160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -593173.187500 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -593173.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -593184.125000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -593184.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -593197.687500 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -593197.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -593214.812500 Penalty: 4222.141113
	Iteration 25Q: 3 clusters Score -593214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -593225.125000 Penalty: 4222.141113
	Iteration 26Q: 3 clusters Score -593225.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -593235.187500 Penalty: 4222.141113
	Iteration 27Q: 3 clusters Score -593235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -593248.375000 Penalty: 4222.141113
	Iteration 28Q: 3 clusters Score -593248.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -593259.437500 Penalty: 4222.141113
	Iteration 29Q: 3 clusters Score -593259.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -593267.750000 Penalty: 4222.141113
	Iteration 30Q: 3 clusters Score -593267.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -593276.000000 Penalty: 4222.141113
	Iteration 31Q: 3 clusters Score -593276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -593284.000000 Penalty: 4222.141113
	Iteration 32Q: 3 clusters Score -593284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -593290.000000 Penalty: 4222.141113
	Iteration 33Q: 3 clusters Score -593290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -593296.312500 Penalty: 4222.141113
	Iteration 34Q: 3 clusters Score -593296.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -593304.187500 Penalty: 4222.141113
	Iteration 35Q: 3 clusters Score -593304.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -593310.937500 Penalty: 4222.141113
	Iteration 36Q: 3 clusters Score -593310.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -593317.812500 Penalty: 4222.141113
	Iteration 37Q: 3 clusters Score -593317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -593325.312500 Penalty: 4222.141113
	Iteration 38Q: 3 clusters Score -593325.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -593330.875000 Penalty: 4222.141113
	Iteration 39Q: 3 clusters Score -593330.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -593338.750000 Penalty: 4222.141113
	Iteration 40F: 3 clusters Score -593338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -593344.250000 Penalty: 4222.141113
	Iteration 41Q: 3 clusters Score -593344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -593353.625000 Penalty: 4222.141113
	Iteration 42Q: 3 clusters Score -593353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -593357.437500 Penalty: 4222.141113
	Iteration 43Q: 3 clusters Score -593357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -593363.562500 Penalty: 4222.141113
	Iteration 44Q: 3 clusters Score -593363.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -593367.312500 Penalty: 4222.141113
	Iteration 45Q: 3 clusters Score -593367.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -593375.562500 Penalty: 4222.141113
	Iteration 46Q: 3 clusters Score -593375.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -593386.250000 Penalty: 4222.141113
	Iteration 47Q: 3 clusters Score -593386.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -593397.562500 Penalty: 4222.141113
	Iteration 48Q: 3 clusters Score -593397.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -593406.562500 Penalty: 4222.141113
	Iteration 49Q: 3 clusters Score -593406.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -593417.250000 Penalty: 4222.141113
	Iteration 50Q: 3 clusters Score -593417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -593422.062500 Penalty: 4222.141113
	Iteration 51Q: 3 clusters Score -593422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -593427.125000 Penalty: 4222.141113
	Iteration 52Q: 3 clusters Score -593427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -593431.000000 Penalty: 4222.141113
	Iteration 53Q: 3 clusters Score -593431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -593432.875000 Penalty: 4222.141113
	Iteration 54Q: 3 clusters Score -593432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -593434.062500 Penalty: 4222.141113
	Iteration 55Q: 3 clusters Score -593434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -593437.375000 Penalty: 4222.141113
	Iteration 56Q: 3 clusters Score -593437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -593439.125000 Penalty: 4222.141113
	Iteration 57Q: 3 clusters Score -593439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -593439.375000 Penalty: 4222.141113
	Iteration 58Q: 3 clusters Score -593439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -593440.062500 Penalty: 4222.141113
	Iteration 59Q: 3 clusters Score -593440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -593441.062500 Penalty: 4222.141113
	Iteration 60F: 3 clusters Score -593441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -593443.062500 Penalty: 4222.141113
	Iteration 61Q: 3 clusters Score -593443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -593444.125000 Penalty: 4222.141113
	Iteration 62Q: 3 clusters Score -593444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -593444.500000 Penalty: 4222.141113
	Iteration 63Q: 3 clusters Score -593444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -593444.500000 Penalty: 4222.141113
	Iteration 64F: 3 clusters Score -593444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Entering Unmasked Estep 
Score: -3123642.000000 Penalty: 2527.608398
	Iteration 0F: 2 clusters Score -3123642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3105261.000000 Penalty: 5055.216797
	Iteration 0F: 3 clusters Score -3105261 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3112121.000000 Penalty: 5055.216797
	Iteration 1F: 3 clusters Score -3112121 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3113140.250000 Penalty: 5055.216797
	Iteration 2F: 3 clusters Score -3113140 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3114147.250000 Penalty: 5055.216797
	Iteration 3F: 3 clusters Score -3114147 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3115127.500000 Penalty: 5055.216797
	Iteration 4F: 3 clusters Score -3115128 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3115999.750000 Penalty: 5055.216797
	Iteration 5F: 3 clusters Score -3116000 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3116822.500000 Penalty: 5055.216797
	Iteration 6F: 3 clusters Score -3116822 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3117548.000000 Penalty: 5055.216797
	Iteration 7Q: 3 clusters Score -3117548 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3118217.500000 Penalty: 5055.216797
	Iteration 8Q: 3 clusters Score -3118218 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3118793.500000 Penalty: 5055.216797
	Iteration 9Q: 3 clusters Score -3118794 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3119238.250000 Penalty: 5055.216797
	Iteration 10Q: 3 clusters Score -3119238 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3119512.000000 Penalty: 5055.216797
	Iteration 11Q: 3 clusters Score -3119512 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3119713.250000 Penalty: 5055.216797
	Iteration 12Q: 3 clusters Score -3119713 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3119839.250000 Penalty: 5055.216797
	Iteration 13Q: 3 clusters Score -3119839 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3119952.500000 Penalty: 5055.216797
	Iteration 14Q: 3 clusters Score -3119952 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3120029.000000 Penalty: 5055.216797
	Iteration 15Q: 3 clusters Score -3120029 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3120097.000000 Penalty: 5055.216797
	Iteration 16Q: 3 clusters Score -3120097 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3120155.750000 Penalty: 5055.216797
	Iteration 17Q: 3 clusters Score -3120156 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3120216.000000 Penalty: 5055.216797
	Iteration 18Q: 3 clusters Score -3120216 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3120250.500000 Penalty: 5055.216797
	Iteration 19Q: 3 clusters Score -3120250 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3120301.500000 Penalty: 5055.216797
	Iteration 20F: 3 clusters Score -3120302 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3120333.000000 Penalty: 5055.216797
	Iteration 21Q: 3 clusters Score -3120333 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3120365.750000 Penalty: 5055.216797
	Iteration 22Q: 3 clusters Score -3120366 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3120396.000000 Penalty: 5055.216797
	Iteration 23Q: 3 clusters Score -3120396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3120411.000000 Penalty: 5055.216797
	Iteration 24Q: 3 clusters Score -3120411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3120431.500000 Penalty: 5055.216797
	Iteration 25Q: 3 clusters Score -3120432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3120446.250000 Penalty: 5055.216797
	Iteration 26Q: 3 clusters Score -3120446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3120476.750000 Penalty: 5055.216797
	Iteration 27Q: 3 clusters Score -3120477 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3120486.500000 Penalty: 5055.216797
	Iteration 28Q: 3 clusters Score -3120486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3120522.000000 Penalty: 5055.216797
	Iteration 29Q: 3 clusters Score -3120522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3120552.000000 Penalty: 5055.216797
	Iteration 30Q: 3 clusters Score -3120552 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3120567.000000 Penalty: 5055.216797
	Iteration 31Q: 3 clusters Score -3120567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3120596.750000 Penalty: 5055.216797
	Iteration 32Q: 3 clusters Score -3120597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3120617.750000 Penalty: 5055.216797
	Iteration 33Q: 3 clusters Score -3120618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3120648.000000 Penalty: 5055.216797
	Iteration 34Q: 3 clusters Score -3120648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3120670.500000 Penalty: 5055.216797
	Iteration 35Q: 3 clusters Score -3120670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3120679.750000 Penalty: 5055.216797
	Iteration 36Q: 3 clusters Score -3120680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3120702.750000 Penalty: 5055.216797
	Iteration 37Q: 3 clusters Score -3120703 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3120727.250000 Penalty: 5055.216797
	Iteration 38Q: 3 clusters Score -3120727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3120775.000000 Penalty: 5055.216797
	Iteration 39Q: 3 clusters Score -3120775 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3120832.000000 Penalty: 5055.216797
	Iteration 40F: 3 clusters Score -3120832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3120872.250000 Penalty: 5055.216797
	Iteration 41Q: 3 clusters Score -3120872 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3120900.500000 Penalty: 5055.216797
	Iteration 42Q: 3 clusters Score -3120900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3120930.500000 Penalty: 5055.216797
	Iteration 43Q: 3 clusters Score -3120930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3120979.500000 Penalty: 5055.216797
	Iteration 44Q: 3 clusters Score -3120980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3121012.500000 Penalty: 5055.216797
	Iteration 45Q: 3 clusters Score -3121012 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3121040.000000 Penalty: 5055.216797
	Iteration 46Q: 3 clusters Score -3121040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3121087.000000 Penalty: 5055.216797
	Iteration 47Q: 3 clusters Score -3121087 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3121126.750000 Penalty: 5055.216797
	Iteration 48Q: 3 clusters Score -3121127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3121174.000000 Penalty: 5055.216797
	Iteration 49Q: 3 clusters Score -3121174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3121209.000000 Penalty: 5055.216797
	Iteration 50Q: 3 clusters Score -3121209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3121237.250000 Penalty: 5055.216797
	Iteration 51Q: 3 clusters Score -3121237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3121289.000000 Penalty: 5055.216797
	Iteration 52Q: 3 clusters Score -3121289 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3121323.500000 Penalty: 5055.216797
	Iteration 53Q: 3 clusters Score -3121324 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3121359.500000 Penalty: 5055.216797
	Iteration 54Q: 3 clusters Score -3121360 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3121391.500000 Penalty: 5055.216797
	Iteration 55Q: 3 clusters Score -3121392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3121420.250000 Penalty: 5055.216797
	Iteration 56Q: 3 clusters Score -3121420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3121461.750000 Penalty: 5055.216797
	Iteration 57Q: 3 clusters Score -3121462 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3121501.750000 Penalty: 5055.216797
	Iteration 58Q: 3 clusters Score -3121502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3121535.250000 Penalty: 5055.216797
	Iteration 59Q: 3 clusters Score -3121535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3121586.250000 Penalty: 5055.216797
	Iteration 60F: 3 clusters Score -3121586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3121625.500000 Penalty: 5055.216797
	Iteration 61Q: 3 clusters Score -3121626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3121659.750000 Penalty: 5055.216797
	Iteration 62Q: 3 clusters Score -3121660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3121704.250000 Penalty: 5055.216797
	Iteration 63Q: 3 clusters Score -3121704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3121741.500000 Penalty: 5055.216797
	Iteration 64Q: 3 clusters Score -3121742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3121784.500000 Penalty: 5055.216797
	Iteration 65Q: 3 clusters Score -3121784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3121808.250000 Penalty: 5055.216797
	Iteration 66Q: 3 clusters Score -3121808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3121846.000000 Penalty: 5055.216797
	Iteration 67Q: 3 clusters Score -3121846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3121863.250000 Penalty: 5055.216797
	Iteration 68Q: 3 clusters Score -3121863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3121873.250000 Penalty: 5055.216797
	Iteration 69Q: 3 clusters Score -3121873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3121896.500000 Penalty: 5055.216797
	Iteration 70Q: 3 clusters Score -3121896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3121909.000000 Penalty: 5055.216797
	Iteration 71Q: 3 clusters Score -3121909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3121922.750000 Penalty: 5055.216797
	Iteration 72Q: 3 clusters Score -3121923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3121937.000000 Penalty: 5055.216797
	Iteration 73Q: 3 clusters Score -3121937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3121952.250000 Penalty: 5055.216797
	Iteration 74Q: 3 clusters Score -3121952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3121964.750000 Penalty: 5055.216797
	Iteration 75Q: 3 clusters Score -3121965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3121980.000000 Penalty: 5055.216797
	Iteration 76Q: 3 clusters Score -3121980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3121982.500000 Penalty: 5055.216797
	Iteration 77Q: 3 clusters Score -3121982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3121985.250000 Penalty: 5055.216797
	Iteration 78Q: 3 clusters Score -3121985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3122002.500000 Penalty: 5055.216797
	Iteration 79Q: 3 clusters Score -3122002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3122008.250000 Penalty: 5055.216797
	Iteration 80F: 3 clusters Score -3122008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3122021.000000 Penalty: 5055.216797
	Iteration 81Q: 3 clusters Score -3122021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3122035.250000 Penalty: 5055.216797
	Iteration 82Q: 3 clusters Score -3122035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3122044.500000 Penalty: 5055.216797
	Iteration 83Q: 3 clusters Score -3122044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3122045.250000 Penalty: 5055.216797
	Iteration 84Q: 3 clusters Score -3122045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3122063.500000 Penalty: 5055.216797
	Iteration 85Q: 3 clusters Score -3122064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3122080.000000 Penalty: 5055.216797
	Iteration 86Q: 3 clusters Score -3122080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3122099.250000 Penalty: 5055.216797
	Iteration 87Q: 3 clusters Score -3122099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3122116.500000 Penalty: 5055.216797
	Iteration 88Q: 3 clusters Score -3122116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3122134.000000 Penalty: 5055.216797
	Iteration 89Q: 3 clusters Score -3122134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3122134.500000 Penalty: 5055.216797
	Iteration 90Q: 3 clusters Score -3122134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3122138.750000 Penalty: 5055.216797
	Iteration 91Q: 3 clusters Score -3122139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3122149.000000 Penalty: 5055.216797
	Iteration 92Q: 3 clusters Score -3122149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3122163.000000 Penalty: 5055.216797
	Iteration 93Q: 3 clusters Score -3122163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3122173.250000 Penalty: 5055.216797
	Iteration 94Q: 3 clusters Score -3122173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3122183.750000 Penalty: 5055.216797
	Iteration 95Q: 3 clusters Score -3122184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3122188.750000 Penalty: 5055.216797
	Iteration 96Q: 3 clusters Score -3122189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3122192.750000 Penalty: 5055.216797
	Iteration 97Q: 3 clusters Score -3122193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3122195.000000 Penalty: 5055.216797
	Iteration 98Q: 3 clusters Score -3122195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3122194.250000 Penalty: 5055.216797
	Iteration 99Q: 3 clusters Score -3122194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3122197.500000 Penalty: 5055.216797
	Iteration 100F: 3 clusters Score -3122198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3122202.750000 Penalty: 5055.216797
	Iteration 101Q: 3 clusters Score -3122203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3122202.750000 Penalty: 5055.216797
	Iteration 102Q: 3 clusters Score -3122203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3122203.500000 Penalty: 5055.216797
	Iteration 103Q: 3 clusters Score -3122204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3122205.750000 Penalty: 5055.216797
	Iteration 104Q: 3 clusters Score -3122206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3122204.000000 Penalty: 5055.216797
	Iteration 105Q: 3 clusters Score -3122204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3122205.250000 Penalty: 5055.216797
	Iteration 106Q: 3 clusters Score -3122205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3122206.750000 Penalty: 5055.216797
	Iteration 107Q: 3 clusters Score -3122207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3122206.750000 Penalty: 5055.216797
	Iteration 108Q: 3 clusters Score -3122207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3122206.250000 Penalty: 5055.216797
	Iteration 109Q: 3 clusters Score -3122206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3122204.000000 Penalty: 5055.216797
	Iteration 110Q: 3 clusters Score -3122204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3122200.500000 Penalty: 5055.216797
	Iteration 111Q: 3 clusters Score -3122200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3122206.000000 Penalty: 5055.216797
	Iteration 112Q: 3 clusters Score -3122206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3122204.750000 Penalty: 5055.216797
	Iteration 113Q: 3 clusters Score -3122205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3122206.500000 Penalty: 5055.216797
	Iteration 114Q: 3 clusters Score -3122206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3122208.000000 Penalty: 5055.216797
	Iteration 115Q: 3 clusters Score -3122208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3122208.250000 Penalty: 5055.216797
	Iteration 116Q: 3 clusters Score -3122208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3122214.000000 Penalty: 5055.216797
	Iteration 117Q: 3 clusters Score -3122214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3122216.750000 Penalty: 5055.216797
	Iteration 118Q: 3 clusters Score -3122217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3122210.750000 Penalty: 5055.216797
	Iteration 119Q: 3 clusters Score -3122211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3122208.250000 Penalty: 5055.216797
	Iteration 120F: 3 clusters Score -3122208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3122217.000000 Penalty: 5055.216797
	Iteration 121Q: 3 clusters Score -3122217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3122216.000000 Penalty: 5055.216797
	Iteration 122Q: 3 clusters Score -3122216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3122223.000000 Penalty: 5055.216797
	Iteration 123Q: 3 clusters Score -3122223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3122222.000000 Penalty: 5055.216797
	Iteration 124Q: 3 clusters Score -3122222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3122214.750000 Penalty: 5055.216797
	Iteration 125Q: 3 clusters Score -3122215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3122222.750000 Penalty: 5055.216797
	Iteration 126Q: 3 clusters Score -3122223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3122224.500000 Penalty: 5055.216797
	Iteration 127Q: 3 clusters Score -3122224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3122236.000000 Penalty: 5055.216797
	Iteration 128Q: 3 clusters Score -3122236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3122237.250000 Penalty: 5055.216797
	Iteration 129Q: 3 clusters Score -3122237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3122236.500000 Penalty: 5055.216797
	Iteration 130Q: 3 clusters Score -3122236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3122234.500000 Penalty: 5055.216797
	Iteration 131Q: 3 clusters Score -3122234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3122237.500000 Penalty: 5055.216797
	Iteration 132Q: 3 clusters Score -3122238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3122240.250000 Penalty: 5055.216797
	Iteration 133Q: 3 clusters Score -3122240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3122238.500000 Penalty: 5055.216797
	Iteration 134Q: 3 clusters Score -3122238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3122243.250000 Penalty: 5055.216797
	Iteration 135Q: 3 clusters Score -3122243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3122243.250000 Penalty: 5055.216797
	Iteration 136F: 3 clusters Score -3122243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -70893.695312 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -70893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69242.296875 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -69242.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69577.015625 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -69577.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69731.179688 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -69731.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69909.710938 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -69909.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70126.312500 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -70126.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70326.859375 Penalty: 3227.609619
	Iteration 5F: 3 clusters Score -70326.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70419.257812 Penalty: 3227.609619
	Iteration 6F: 3 clusters Score -70419.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70489.710938 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -70489.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70547.601562 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -70547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70564.671875 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -70564.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70571.875000 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -70571.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70579.031250 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -70579.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70584.929688 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -70584.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70586.953125 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -70586.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -70586.953125 Penalty: 3227.609619
	Iteration 14F: 3 clusters Score -70586.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -965402.125000 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -965402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -959272.375000 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -959272.4 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -960906.375000 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -960906.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -961151.000000 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -961151 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -961304.000000 Penalty: 4435.979004
	Iteration 3Q: 3 clusters Score -961304 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -961438.625000 Penalty: 4435.979004
	Iteration 4Q: 3 clusters Score -961438.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -961571.000000 Penalty: 4435.979004
	Iteration 5Q: 3 clusters Score -961571 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -961703.500000 Penalty: 4435.979004
	Iteration 6Q: 3 clusters Score -961703.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -961842.750000 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -961842.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -961985.687500 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -961985.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -962149.812500 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -962149.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -962325.812500 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -962325.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -962506.562500 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -962506.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -962701.187500 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -962701.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -962858.125000 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -962858.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -962994.000000 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -962994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -963104.187500 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -963104.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -963186.250000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -963186.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -963268.125000 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -963268.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -963336.562500 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -963336.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -963385.000000 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -963385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -963423.562500 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -963423.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -963449.125000 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -963449.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -963472.875000 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -963472.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -963493.125000 Penalty: 4435.979004
	Iteration 23Q: 3 clusters Score -963493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -963504.375000 Penalty: 4435.979004
	Iteration 24Q: 3 clusters Score -963504.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -963516.125000 Penalty: 4435.979004
	Iteration 25Q: 3 clusters Score -963516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -963521.812500 Penalty: 4435.979004
	Iteration 26Q: 3 clusters Score -963521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -963523.687500 Penalty: 4435.979004
	Iteration 27Q: 3 clusters Score -963523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -963526.625000 Penalty: 4435.979004
	Iteration 28Q: 3 clusters Score -963526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -963530.062500 Penalty: 4435.979004
	Iteration 29Q: 3 clusters Score -963530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -963529.937500 Penalty: 4435.979004
	Iteration 30Q: 3 clusters Score -963529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -963530.000000 Penalty: 4435.979004
	Iteration 31Q: 3 clusters Score -963530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -963530.125000 Penalty: 4435.979004
	Iteration 32Q: 3 clusters Score -963530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -963530.187500 Penalty: 4435.979004
	Iteration 33Q: 3 clusters Score -963530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -963535.250000 Penalty: 4435.979004
	Iteration 34Q: 3 clusters Score -963535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -963538.375000 Penalty: 4435.979004
	Iteration 35Q: 3 clusters Score -963538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -963541.875000 Penalty: 4435.979004
	Iteration 36Q: 3 clusters Score -963541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -963541.500000 Penalty: 4435.979004
	Iteration 37Q: 3 clusters Score -963541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -963545.000000 Penalty: 4435.979004
	Iteration 38Q: 3 clusters Score -963545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -963547.000000 Penalty: 4435.979004
	Iteration 39Q: 3 clusters Score -963547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -963551.125000 Penalty: 4435.979004
	Iteration 40F: 3 clusters Score -963551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -488401.781250 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -488401.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -484490.375000 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -484490.4 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -485450.156250 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -485450.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -485673.281250 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -485673.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -485850.718750 Penalty: 4120.377441
	Iteration 3F: 3 clusters Score -485850.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -485983.031250 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -485983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -486085.687500 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -486085.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -486176.531250 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -486176.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -486271.375000 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -486271.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -486349.000000 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -486349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -486422.437500 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -486422.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -486507.312500 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -486507.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -486590.500000 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -486590.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -486663.875000 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -486663.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -486735.218750 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -486735.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -486796.750000 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -486796.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -486844.812500 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -486844.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -486880.718750 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -486880.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -486908.343750 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -486908.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -486928.343750 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -486928.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -486942.718750 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -486942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -486948.968750 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -486949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -486954.625000 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -486954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -486960.218750 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -486960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -486964.031250 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -486964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -486969.000000 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -486969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -486972.031250 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -486972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -486976.437500 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -486976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -486978.156250 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -486978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -486980.156250 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -486980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -486980.750000 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -486980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -486980.750000 Penalty: 4120.377441
	Iteration 30F: 3 clusters Score -486980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -796645.937500 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -796645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -790704.062500 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -790704.1 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -792802.312500 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -792802.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -793544.250000 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -793544.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -794141.562500 Penalty: 4414.875000
	Iteration 3F: 3 clusters Score -794141.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -794577.375000 Penalty: 4414.875000
	Iteration 4F: 3 clusters Score -794577.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -794878.875000 Penalty: 4414.875000
	Iteration 5F: 3 clusters Score -794878.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -795092.875000 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -795092.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -795273.250000 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -795273.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -795413.125000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -795413.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -795548.125000 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -795548.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -795670.375000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -795670.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -795783.312500 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -795783.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -795870.625000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -795870.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -795929.687500 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -795929.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -795974.375000 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -795974.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -796017.187500 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -796017.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -796069.437500 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -796069.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -796104.250000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -796104.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -796132.937500 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -796132.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -796155.562500 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -796155.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -796171.500000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -796171.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -796194.500000 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -796194.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -796215.437500 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -796215.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -796237.937500 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -796237.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -796258.750000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -796258.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -796276.375000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -796276.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -796287.000000 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -796287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -796293.687500 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -796293.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -796300.187500 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -796300.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -796309.437500 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -796309.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -796318.312500 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -796318.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -796335.250000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -796335.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -796350.937500 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -796350.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -796369.562500 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -796369.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -796375.375000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -796375.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -796382.187500 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -796382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -796382.312500 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -796382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -796382.187500 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -796382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -796383.875000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -796383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -796384.000000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -796384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -796384.000000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -796384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -1192263.250000 Penalty: 2282.422363
	Iteration 0F: 2 clusters Score -1192263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1184659.000000 Penalty: 4564.844727
	Iteration 0F: 3 clusters Score -1184659 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1186863.500000 Penalty: 4564.844727
	Iteration 1F: 3 clusters Score -1186864 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1187131.250000 Penalty: 4564.844727
	Iteration 2F: 3 clusters Score -1187131 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1187314.750000 Penalty: 4564.844727
	Iteration 3Q: 3 clusters Score -1187315 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1187448.750000 Penalty: 4564.844727
	Iteration 4Q: 3 clusters Score -1187449 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1187548.500000 Penalty: 4564.844727
	Iteration 5Q: 3 clusters Score -1187548 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1187630.750000 Penalty: 4564.844727
	Iteration 6Q: 3 clusters Score -1187631 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1187703.500000 Penalty: 4564.844727
	Iteration 7Q: 3 clusters Score -1187704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1187765.250000 Penalty: 4564.844727
	Iteration 8Q: 3 clusters Score -1187765 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1187822.375000 Penalty: 4564.844727
	Iteration 9Q: 3 clusters Score -1187822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1187889.875000 Penalty: 4564.844727
	Iteration 10Q: 3 clusters Score -1187890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1187941.500000 Penalty: 4564.844727
	Iteration 11Q: 3 clusters Score -1187942 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1188001.875000 Penalty: 4564.844727
	Iteration 12Q: 3 clusters Score -1188002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1188060.250000 Penalty: 4564.844727
	Iteration 13Q: 3 clusters Score -1188060 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1188110.750000 Penalty: 4564.844727
	Iteration 14Q: 3 clusters Score -1188111 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1188162.250000 Penalty: 4564.844727
	Iteration 15Q: 3 clusters Score -1188162 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1188210.875000 Penalty: 4564.844727
	Iteration 16Q: 3 clusters Score -1188211 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1188259.875000 Penalty: 4564.844727
	Iteration 17Q: 3 clusters Score -1188260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1188312.875000 Penalty: 4564.844727
	Iteration 18Q: 3 clusters Score -1188313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1188371.875000 Penalty: 4564.844727
	Iteration 19Q: 3 clusters Score -1188372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1188441.375000 Penalty: 4564.844727
	Iteration 20F: 3 clusters Score -1188441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1188551.250000 Penalty: 4564.844727
	Iteration 21Q: 3 clusters Score -1188551 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1188682.625000 Penalty: 4564.844727
	Iteration 22Q: 3 clusters Score -1188683 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1188845.875000 Penalty: 4564.844727
	Iteration 23Q: 3 clusters Score -1188846 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1188986.625000 Penalty: 4564.844727
	Iteration 24Q: 3 clusters Score -1188987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1189118.625000 Penalty: 4564.844727
	Iteration 25Q: 3 clusters Score -1189119 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1189233.125000 Penalty: 4564.844727
	Iteration 26Q: 3 clusters Score -1189233 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1189306.625000 Penalty: 4564.844727
	Iteration 27Q: 3 clusters Score -1189307 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1189372.250000 Penalty: 4564.844727
	Iteration 28Q: 3 clusters Score -1189372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1189425.625000 Penalty: 4564.844727
	Iteration 29Q: 3 clusters Score -1189426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1189457.000000 Penalty: 4564.844727
	Iteration 30Q: 3 clusters Score -1189457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1189486.000000 Penalty: 4564.844727
	Iteration 31Q: 3 clusters Score -1189486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1189509.750000 Penalty: 4564.844727
	Iteration 32Q: 3 clusters Score -1189510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1189528.375000 Penalty: 4564.844727
	Iteration 33Q: 3 clusters Score -1189528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1189538.875000 Penalty: 4564.844727
	Iteration 34Q: 3 clusters Score -1189539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1189553.375000 Penalty: 4564.844727
	Iteration 35Q: 3 clusters Score -1189553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1189561.250000 Penalty: 4564.844727
	Iteration 36Q: 3 clusters Score -1189561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1189571.875000 Penalty: 4564.844727
	Iteration 37Q: 3 clusters Score -1189572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1189574.875000 Penalty: 4564.844727
	Iteration 38Q: 3 clusters Score -1189575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1189584.500000 Penalty: 4564.844727
	Iteration 39Q: 3 clusters Score -1189584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1189587.625000 Penalty: 4564.844727
	Iteration 40F: 3 clusters Score -1189588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1189592.625000 Penalty: 4564.844727
	Iteration 41Q: 3 clusters Score -1189593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1189597.625000 Penalty: 4564.844727
	Iteration 42Q: 3 clusters Score -1189598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1189602.500000 Penalty: 4564.844727
	Iteration 43Q: 3 clusters Score -1189602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1189603.250000 Penalty: 4564.844727
	Iteration 44Q: 3 clusters Score -1189603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1189607.750000 Penalty: 4564.844727
	Iteration 45Q: 3 clusters Score -1189608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1189613.375000 Penalty: 4564.844727
	Iteration 46Q: 3 clusters Score -1189613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1189616.375000 Penalty: 4564.844727
	Iteration 47Q: 3 clusters Score -1189616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1189619.000000 Penalty: 4564.844727
	Iteration 48Q: 3 clusters Score -1189619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1189628.375000 Penalty: 4564.844727
	Iteration 49Q: 3 clusters Score -1189628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1189631.500000 Penalty: 4564.844727
	Iteration 50Q: 3 clusters Score -1189632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1189637.625000 Penalty: 4564.844727
	Iteration 51Q: 3 clusters Score -1189638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1189645.000000 Penalty: 4564.844727
	Iteration 52Q: 3 clusters Score -1189645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1189650.875000 Penalty: 4564.844727
	Iteration 53Q: 3 clusters Score -1189651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1189657.750000 Penalty: 4564.844727
	Iteration 54Q: 3 clusters Score -1189658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1189667.375000 Penalty: 4564.844727
	Iteration 55Q: 3 clusters Score -1189667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1189670.250000 Penalty: 4564.844727
	Iteration 56Q: 3 clusters Score -1189670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1189679.000000 Penalty: 4564.844727
	Iteration 57Q: 3 clusters Score -1189679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1189689.000000 Penalty: 4564.844727
	Iteration 58Q: 3 clusters Score -1189689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1189697.125000 Penalty: 4564.844727
	Iteration 59Q: 3 clusters Score -1189697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1189702.125000 Penalty: 4564.844727
	Iteration 60F: 3 clusters Score -1189702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1189707.875000 Penalty: 4564.844727
	Iteration 61Q: 3 clusters Score -1189708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1189709.000000 Penalty: 4564.844727
	Iteration 62Q: 3 clusters Score -1189709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1189709.500000 Penalty: 4564.844727
	Iteration 63Q: 3 clusters Score -1189710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1189713.875000 Penalty: 4564.844727
	Iteration 64Q: 3 clusters Score -1189714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1189712.875000 Penalty: 4564.844727
	Iteration 65Q: 3 clusters Score -1189713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1189714.250000 Penalty: 4564.844727
	Iteration 66Q: 3 clusters Score -1189714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1189715.250000 Penalty: 4564.844727
	Iteration 67Q: 3 clusters Score -1189715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1189714.500000 Penalty: 4564.844727
	Iteration 68Q: 3 clusters Score -1189714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1189716.375000 Penalty: 4564.844727
	Iteration 69Q: 3 clusters Score -1189716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1189716.750000 Penalty: 4564.844727
	Iteration 70Q: 3 clusters Score -1189717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1189716.375000 Penalty: 4564.844727
	Iteration 71Q: 3 clusters Score -1189716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1189715.625000 Penalty: 4564.844727
	Iteration 72Q: 3 clusters Score -1189716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1189715.375000 Penalty: 4564.844727
	Iteration 73Q: 3 clusters Score -1189715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1189719.375000 Penalty: 4564.844727
	Iteration 74Q: 3 clusters Score -1189719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1189718.500000 Penalty: 4564.844727
	Iteration 75Q: 3 clusters Score -1189718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1189717.875000 Penalty: 4564.844727
	Iteration 76Q: 3 clusters Score -1189718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1189718.000000 Penalty: 4564.844727
	Iteration 77Q: 3 clusters Score -1189718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1189717.750000 Penalty: 4564.844727
	Iteration 78Q: 3 clusters Score -1189718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1189718.000000 Penalty: 4564.844727
	Iteration 79Q: 3 clusters Score -1189718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1189717.625000 Penalty: 4564.844727
	Iteration 80F: 3 clusters Score -1189718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1189721.750000 Penalty: 4564.844727
	Iteration 81Q: 3 clusters Score -1189722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1189725.250000 Penalty: 4564.844727
	Iteration 82Q: 3 clusters Score -1189725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1189725.000000 Penalty: 4564.844727
	Iteration 83Q: 3 clusters Score -1189725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1189725.375000 Penalty: 4564.844727
	Iteration 84Q: 3 clusters Score -1189725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1189723.625000 Penalty: 4564.844727
	Iteration 85Q: 3 clusters Score -1189724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1189724.000000 Penalty: 4564.844727
	Iteration 86Q: 3 clusters Score -1189724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1189724.625000 Penalty: 4564.844727
	Iteration 87Q: 3 clusters Score -1189725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1189725.375000 Penalty: 4564.844727
	Iteration 88Q: 3 clusters Score -1189725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1189725.375000 Penalty: 4564.844727
	Iteration 89Q: 3 clusters Score -1189725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1189725.875000 Penalty: 4564.844727
	Iteration 90Q: 3 clusters Score -1189726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1189728.000000 Penalty: 4564.844727
	Iteration 91Q: 3 clusters Score -1189728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1189728.000000 Penalty: 4564.844727
	Iteration 92F: 3 clusters Score -1189728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128527.039062 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -128527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126558.835938 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -126558.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126893.343750 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -126893.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126977.593750 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -126977.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127006.390625 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -127006.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127029.562500 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -127029.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127058.250000 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -127058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127071.523438 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -127071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127097.601562 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -127097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127114.523438 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -127114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127129.039062 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -127129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127145.351562 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -127145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127151.710938 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -127151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127156.382812 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -127156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127158.703125 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -127158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127159.539062 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -127159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127162.789062 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -127162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127166.867188 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -127166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127167.750000 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -127167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127169.203125 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -127169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127169.601562 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -127169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127169.601562 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -127169.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Entering Unmasked Estep 
Score: -1776399.375000 Penalty: 2376.807861
	Iteration 0F: 2 clusters Score -1776399 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 7374 members 
Entering Unmasked Estep 
Score: -1765898.875000 Penalty: 4753.615723
	Iteration 0F: 3 clusters Score -1765899 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1769341.250000 Penalty: 4753.615723
	Iteration 1F: 3 clusters Score -1769341 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1770007.500000 Penalty: 4753.615723
	Iteration 2F: 3 clusters Score -1770008 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1770868.625000 Penalty: 4753.615723
	Iteration 3F: 3 clusters Score -1770869 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1771940.375000 Penalty: 4753.615723
	Iteration 4F: 3 clusters Score -1771940 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1772969.000000 Penalty: 4753.615723
	Iteration 5F: 3 clusters Score -1772969 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1773729.750000 Penalty: 4753.615723
	Iteration 6F: 3 clusters Score -1773730 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1774189.000000 Penalty: 4753.615723
	Iteration 7Q: 3 clusters Score -1774189 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1774495.500000 Penalty: 4753.615723
	Iteration 8Q: 3 clusters Score -1774496 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1774733.750000 Penalty: 4753.615723
	Iteration 9Q: 3 clusters Score -1774734 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1774912.250000 Penalty: 4753.615723
	Iteration 10Q: 3 clusters Score -1774912 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1775067.000000 Penalty: 4753.615723
	Iteration 11Q: 3 clusters Score -1775067 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1775198.375000 Penalty: 4753.615723
	Iteration 12Q: 3 clusters Score -1775198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1775289.500000 Penalty: 4753.615723
	Iteration 13Q: 3 clusters Score -1775290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1775356.875000 Penalty: 4753.615723
	Iteration 14Q: 3 clusters Score -1775357 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1775403.250000 Penalty: 4753.615723
	Iteration 15Q: 3 clusters Score -1775403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1775437.500000 Penalty: 4753.615723
	Iteration 16Q: 3 clusters Score -1775438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1775456.125000 Penalty: 4753.615723
	Iteration 17Q: 3 clusters Score -1775456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1775467.750000 Penalty: 4753.615723
	Iteration 18Q: 3 clusters Score -1775468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1775469.750000 Penalty: 4753.615723
	Iteration 19Q: 3 clusters Score -1775470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1775472.625000 Penalty: 4753.615723
	Iteration 20F: 3 clusters Score -1775473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1775479.250000 Penalty: 4753.615723
	Iteration 21Q: 3 clusters Score -1775479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1775483.000000 Penalty: 4753.615723
	Iteration 22Q: 3 clusters Score -1775483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1775490.250000 Penalty: 4753.615723
	Iteration 23Q: 3 clusters Score -1775490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1775490.750000 Penalty: 4753.615723
	Iteration 24Q: 3 clusters Score -1775491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1775497.125000 Penalty: 4753.615723
	Iteration 25Q: 3 clusters Score -1775497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1775502.500000 Penalty: 4753.615723
	Iteration 26Q: 3 clusters Score -1775502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1775507.125000 Penalty: 4753.615723
	Iteration 27Q: 3 clusters Score -1775507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1775506.250000 Penalty: 4753.615723
	Iteration 28Q: 3 clusters Score -1775506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1775503.375000 Penalty: 4753.615723
	Iteration 29Q: 3 clusters Score -1775503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1775513.750000 Penalty: 4753.615723
	Iteration 30Q: 3 clusters Score -1775514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1775512.375000 Penalty: 4753.615723
	Iteration 31Q: 3 clusters Score -1775512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1775514.875000 Penalty: 4753.615723
	Iteration 32Q: 3 clusters Score -1775515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1775516.500000 Penalty: 4753.615723
	Iteration 33Q: 3 clusters Score -1775516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1775516.500000 Penalty: 4753.615723
	Iteration 34F: 3 clusters Score -1775516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -184479.484375 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -184479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182083.796875 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -182083.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -182457.265625 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -182457.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -182560.593750 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -182560.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182633.125000 Penalty: 3673.728516
	Iteration 3Q: 3 clusters Score -182633.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -182679.640625 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -182679.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182706.156250 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -182706.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182722.093750 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -182722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -182734.203125 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -182734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -182746.734375 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -182746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182756.812500 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -182756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182763.390625 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -182763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182767.812500 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -182767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -182771.437500 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -182771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182777.562500 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -182777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182782.453125 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -182782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -182784.593750 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -182784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182784.453125 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -182784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182784.453125 Penalty: 3673.728516
	Iteration 17F: 3 clusters Score -182784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -12449.515625 Penalty: 1276.578613
	Iteration 0F: 2 clusters Score -12449.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11491.988281 Penalty: 2553.157227
	Iteration 0F: 3 clusters Score -11491.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11565.207031 Penalty: 2553.157227
	Iteration 1F: 3 clusters Score -11565.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11591.258789 Penalty: 2553.157227
	Iteration 2Q: 3 clusters Score -11591.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11599.457031 Penalty: 2553.157227
	Iteration 3Q: 3 clusters Score -11599.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11599.457031 Penalty: 2553.157227
	Iteration 4F: 3 clusters Score -11599.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (333187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333187 members 
Entering Unmasked Estep 
Score: -41790696.000000 Penalty: 3153.681885
	Iteration 0F: 2 clusters Score -4.17907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -41581388.000000 Penalty: 6307.363770
	Iteration 0F: 3 clusters Score -4.158139e+07 nChanged 161736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -41674876.000000 Penalty: 6307.363770
	Iteration 1F: 3 clusters Score -4.167488e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -41676184.000000 Penalty: 6307.363770
	Iteration 2Q: 3 clusters Score -4.167618e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150271 members 
Mstep: Class 2 contains 182916 members 
Entering Unmasked Estep 
Score: -41678248.000000 Penalty: 6307.363770
	Iteration 3Q: 3 clusters Score -4.167825e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 192950 members 
Entering Unmasked Estep 
Score: -41681748.000000 Penalty: 6307.363770
	Iteration 4Q: 3 clusters Score -4.168175e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 208317 members 
Entering Unmasked Estep 
Score: -41688952.000000 Penalty: 6307.363770
	Iteration 5Q: 3 clusters Score -4.168895e+07 nChanged 22832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 230857 members 
Entering Unmasked Estep 
Score: -41703068.000000 Penalty: 6307.363770
	Iteration 6F: 3 clusters Score -4.170307e+07 nChanged 29399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 260184 members 
Entering Unmasked Estep 
Score: -41724592.000000 Penalty: 6307.363770
	Iteration 7F: 3 clusters Score -4.172459e+07 nChanged 31113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 291271 members 
Entering Unmasked Estep 
Score: -41750464.000000 Penalty: 6307.363770
	Iteration 8F: 3 clusters Score -4.175046e+07 nChanged 23500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 314753 members 
Entering Unmasked Estep 
Score: -41770616.000000 Penalty: 6307.363770
	Iteration 9F: 3 clusters Score -4.177062e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 326539 members 
Entering Unmasked Estep 
Score: -41781488.000000 Penalty: 6307.363770
	Iteration 10Q: 3 clusters Score -4.178149e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 330859 members 
Entering Unmasked Estep 
Score: -41785604.000000 Penalty: 6307.363770
	Iteration 11Q: 3 clusters Score -4.17856e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 332175 members 
Entering Unmasked Estep 
Score: -41787040.000000 Penalty: 6307.363770
	Iteration 12Q: 3 clusters Score -4.178704e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 332564 members 
Entering Unmasked Estep 
Score: -41787500.000000 Penalty: 6307.363770
	Iteration 13Q: 3 clusters Score -4.17875e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 332677 members 
Entering Unmasked Estep 
Score: -41787700.000000 Penalty: 6307.363770
	Iteration 14Q: 3 clusters Score -4.17877e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 332710 members 
Entering Unmasked Estep 
Score: -41787756.000000 Penalty: 6307.363770
	Iteration 15Q: 3 clusters Score -4.178776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 332718 members 
Entering Unmasked Estep 
Score: -41787796.000000 Penalty: 6307.363770
	Iteration 16Q: 3 clusters Score -4.17878e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 332715 members 
Entering Unmasked Estep 
Score: -41787832.000000 Penalty: 6307.363770
	Iteration 17Q: 3 clusters Score -4.178783e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 332712 members 
Entering Unmasked Estep 
Score: -41787876.000000 Penalty: 6307.363770
	Iteration 18Q: 3 clusters Score -4.178788e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 332706 members 
Entering Unmasked Estep 
Score: -41787916.000000 Penalty: 6307.363770
	Iteration 19Q: 3 clusters Score -4.178792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 332705 members 
Entering Unmasked Estep 
Score: -41787924.000000 Penalty: 6307.363770
	Iteration 20F: 3 clusters Score -4.178792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 332700 members 
Entering Unmasked Estep 
Score: -41787944.000000 Penalty: 6307.363770
	Iteration 21Q: 3 clusters Score -4.178794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332693 members 
Entering Unmasked Estep 
Score: -41787940.000000 Penalty: 6307.363770
	Iteration 22Q: 3 clusters Score -4.178794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 332689 members 
Entering Unmasked Estep 
Score: -41787948.000000 Penalty: 6307.363770
	Iteration 23Q: 3 clusters Score -4.178795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 332690 members 
Entering Unmasked Estep 
Score: -41787956.000000 Penalty: 6307.363770
	Iteration 24Q: 3 clusters Score -4.178796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 332690 members 
Entering Unmasked Estep 
Score: -41787984.000000 Penalty: 6307.363770
	Iteration 25Q: 3 clusters Score -4.178798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332693 members 
Entering Unmasked Estep 
Score: -41787996.000000 Penalty: 6307.363770
	Iteration 26Q: 3 clusters Score -4.1788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 332696 members 
Entering Unmasked Estep 
Score: -41787992.000000 Penalty: 6307.363770
	Iteration 27Q: 3 clusters Score -4.178799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 332694 members 
Entering Unmasked Estep 
Score: -41788012.000000 Penalty: 6307.363770
	Iteration 28Q: 3 clusters Score -4.178801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 332687 members 
Entering Unmasked Estep 
Score: -41788000.000000 Penalty: 6307.363770
	Iteration 29Q: 3 clusters Score -4.1788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 332675 members 
Entering Unmasked Estep 
Score: -41788012.000000 Penalty: 6307.363770
	Iteration 30Q: 3 clusters Score -4.178801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 332669 members 
Entering Unmasked Estep 
Score: -41788036.000000 Penalty: 6307.363770
	Iteration 31Q: 3 clusters Score -4.178804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 332667 members 
Entering Unmasked Estep 
Score: -41788024.000000 Penalty: 6307.363770
	Iteration 32Q: 3 clusters Score -4.178802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 332669 members 
Entering Unmasked Estep 
Score: -41788016.000000 Penalty: 6307.363770
	Iteration 33Q: 3 clusters Score -4.178802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 332665 members 
Entering Unmasked Estep 
Score: -41788020.000000 Penalty: 6307.363770
	Iteration 34Q: 3 clusters Score -4.178802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 332661 members 
Entering Unmasked Estep 
Score: -41788028.000000 Penalty: 6307.363770
	Iteration 35Q: 3 clusters Score -4.178803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 332661 members 
Entering Unmasked Estep 
Score: -41788040.000000 Penalty: 6307.363770
	Iteration 36Q: 3 clusters Score -4.178804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 332658 members 
Entering Unmasked Estep 
Score: -41788052.000000 Penalty: 6307.363770
	Iteration 37Q: 3 clusters Score -4.178805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 332654 members 
Entering Unmasked Estep 
Score: -41788048.000000 Penalty: 6307.363770
	Iteration 38Q: 3 clusters Score -4.178805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 332653 members 
Entering Unmasked Estep 
Score: -41788052.000000 Penalty: 6307.363770
	Iteration 39Q: 3 clusters Score -4.178805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 332651 members 
Entering Unmasked Estep 
Score: -41788080.000000 Penalty: 6307.363770
	Iteration 40F: 3 clusters Score -4.178808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 332647 members 
Entering Unmasked Estep 
Score: -41788064.000000 Penalty: 6307.363770
	Iteration 41Q: 3 clusters Score -4.178806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 332644 members 
Entering Unmasked Estep 
Score: -41788076.000000 Penalty: 6307.363770
	Iteration 42Q: 3 clusters Score -4.178808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 332640 members 
Entering Unmasked Estep 
Score: -41788100.000000 Penalty: 6307.363770
	Iteration 43Q: 3 clusters Score -4.17881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 332639 members 
Entering Unmasked Estep 
Score: -41788092.000000 Penalty: 6307.363770
	Iteration 44Q: 3 clusters Score -4.178809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 332639 members 
Entering Unmasked Estep 
Score: -41788088.000000 Penalty: 6307.363770
	Iteration 45Q: 3 clusters Score -4.178809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 332637 members 
Entering Unmasked Estep 
Score: -41788076.000000 Penalty: 6307.363770
	Iteration 46Q: 3 clusters Score -4.178808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 332632 members 
Entering Unmasked Estep 
Score: -41788092.000000 Penalty: 6307.363770
	Iteration 47Q: 3 clusters Score -4.178809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 332625 members 
Entering Unmasked Estep 
Score: -41788124.000000 Penalty: 6307.363770
	Iteration 48Q: 3 clusters Score -4.178812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 332619 members 
Entering Unmasked Estep 
Score: -41788124.000000 Penalty: 6307.363770
	Iteration 49Q: 3 clusters Score -4.178812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 332619 members 
Entering Unmasked Estep 
Score: -41788100.000000 Penalty: 6307.363770
	Iteration 50Q: 3 clusters Score -4.17881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 332617 members 
Entering Unmasked Estep 
Score: -41788108.000000 Penalty: 6307.363770
	Iteration 51Q: 3 clusters Score -4.178811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 332614 members 
Entering Unmasked Estep 
Score: -41788120.000000 Penalty: 6307.363770
	Iteration 52Q: 3 clusters Score -4.178812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 332602 members 
Entering Unmasked Estep 
Score: -41788144.000000 Penalty: 6307.363770
	Iteration 53Q: 3 clusters Score -4.178814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 332585 members 
Entering Unmasked Estep 
Score: -41788180.000000 Penalty: 6307.363770
	Iteration 54Q: 3 clusters Score -4.178818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 332573 members 
Entering Unmasked Estep 
Score: -41788184.000000 Penalty: 6307.363770
	Iteration 55Q: 3 clusters Score -4.178818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 332560 members 
Entering Unmasked Estep 
Score: -41788160.000000 Penalty: 6307.363770
	Iteration 56Q: 3 clusters Score -4.178816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 332558 members 
Entering Unmasked Estep 
Score: -41788184.000000 Penalty: 6307.363770
	Iteration 57Q: 3 clusters Score -4.178818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 332556 members 
Entering Unmasked Estep 
Score: -41788200.000000 Penalty: 6307.363770
	Iteration 58Q: 3 clusters Score -4.17882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 332556 members 
Entering Unmasked Estep 
Score: -41788204.000000 Penalty: 6307.363770
	Iteration 59Q: 3 clusters Score -4.17882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 332554 members 
Entering Unmasked Estep 
Score: -41788204.000000 Penalty: 6307.363770
	Iteration 60F: 3 clusters Score -4.17882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 332549 members 
Entering Unmasked Estep 
Score: -41788208.000000 Penalty: 6307.363770
	Iteration 61Q: 3 clusters Score -4.178821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 332543 members 
Entering Unmasked Estep 
Score: -41788208.000000 Penalty: 6307.363770
	Iteration 62Q: 3 clusters Score -4.178821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 332540 members 
Entering Unmasked Estep 
Score: -41788204.000000 Penalty: 6307.363770
	Iteration 63Q: 3 clusters Score -4.17882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 332527 members 
Entering Unmasked Estep 
Score: -41788200.000000 Penalty: 6307.363770
	Iteration 64Q: 3 clusters Score -4.17882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 332512 members 
Entering Unmasked Estep 
Score: -41788240.000000 Penalty: 6307.363770
	Iteration 65Q: 3 clusters Score -4.178824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 332501 members 
Entering Unmasked Estep 
Score: -41788244.000000 Penalty: 6307.363770
	Iteration 66Q: 3 clusters Score -4.178824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 332482 members 
Entering Unmasked Estep 
Score: -41788272.000000 Penalty: 6307.363770
	Iteration 67Q: 3 clusters Score -4.178827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 332467 members 
Entering Unmasked Estep 
Score: -41788280.000000 Penalty: 6307.363770
	Iteration 68Q: 3 clusters Score -4.178828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 332455 members 
Entering Unmasked Estep 
Score: -41788296.000000 Penalty: 6307.363770
	Iteration 69Q: 3 clusters Score -4.17883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 332443 members 
Entering Unmasked Estep 
Score: -41788276.000000 Penalty: 6307.363770
	Iteration 70Q: 3 clusters Score -4.178828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 332437 members 
Entering Unmasked Estep 
Score: -41788264.000000 Penalty: 6307.363770
	Iteration 71Q: 3 clusters Score -4.178826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 332424 members 
Entering Unmasked Estep 
Score: -41788272.000000 Penalty: 6307.363770
	Iteration 72Q: 3 clusters Score -4.178827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 332414 members 
Entering Unmasked Estep 
Score: -41788280.000000 Penalty: 6307.363770
	Iteration 73Q: 3 clusters Score -4.178828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 332406 members 
Entering Unmasked Estep 
Score: -41788288.000000 Penalty: 6307.363770
	Iteration 74Q: 3 clusters Score -4.178829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 332402 members 
Entering Unmasked Estep 
Score: -41788288.000000 Penalty: 6307.363770
	Iteration 75Q: 3 clusters Score -4.178829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 332399 members 
Entering Unmasked Estep 
Score: -41788336.000000 Penalty: 6307.363770
	Iteration 76Q: 3 clusters Score -4.178834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 332387 members 
Entering Unmasked Estep 
Score: -41788328.000000 Penalty: 6307.363770
	Iteration 77Q: 3 clusters Score -4.178833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 332373 members 
Entering Unmasked Estep 
Score: -41788340.000000 Penalty: 6307.363770
	Iteration 78Q: 3 clusters Score -4.178834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 332355 members 
Entering Unmasked Estep 
Score: -41788380.000000 Penalty: 6307.363770
	Iteration 79Q: 3 clusters Score -4.178838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 332328 members 
Entering Unmasked Estep 
Score: -41788376.000000 Penalty: 6307.363770
	Iteration 80F: 3 clusters Score -4.178838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 332302 members 
Entering Unmasked Estep 
Score: -41788400.000000 Penalty: 6307.363770
	Iteration 81Q: 3 clusters Score -4.17884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 332279 members 
Entering Unmasked Estep 
Score: -41788444.000000 Penalty: 6307.363770
	Iteration 82Q: 3 clusters Score -4.178844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 332268 members 
Entering Unmasked Estep 
Score: -41788456.000000 Penalty: 6307.363770
	Iteration 83Q: 3 clusters Score -4.178846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 332260 members 
Entering Unmasked Estep 
Score: -41788464.000000 Penalty: 6307.363770
	Iteration 84Q: 3 clusters Score -4.178846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 332250 members 
Entering Unmasked Estep 
Score: -41788484.000000 Penalty: 6307.363770
	Iteration 85Q: 3 clusters Score -4.178848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 332241 members 
Entering Unmasked Estep 
Score: -41788492.000000 Penalty: 6307.363770
	Iteration 86Q: 3 clusters Score -4.178849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 332228 members 
Entering Unmasked Estep 
Score: -41788520.000000 Penalty: 6307.363770
	Iteration 87Q: 3 clusters Score -4.178852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 332220 members 
Entering Unmasked Estep 
Score: -41788508.000000 Penalty: 6307.363770
	Iteration 88Q: 3 clusters Score -4.178851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 332217 members 
Entering Unmasked Estep 
Score: -41788496.000000 Penalty: 6307.363770
	Iteration 89Q: 3 clusters Score -4.17885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 332209 members 
Entering Unmasked Estep 
Score: -41788496.000000 Penalty: 6307.363770
	Iteration 90Q: 3 clusters Score -4.17885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 332199 members 
Entering Unmasked Estep 
Score: -41788500.000000 Penalty: 6307.363770
	Iteration 91Q: 3 clusters Score -4.17885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 332201 members 
Entering Unmasked Estep 
Score: -41788504.000000 Penalty: 6307.363770
	Iteration 92Q: 3 clusters Score -4.17885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 332194 members 
Entering Unmasked Estep 
Score: -41788472.000000 Penalty: 6307.363770
	Iteration 93Q: 3 clusters Score -4.178847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 332183 members 
Entering Unmasked Estep 
Score: -41788492.000000 Penalty: 6307.363770
	Iteration 94Q: 3 clusters Score -4.178849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 332164 members 
Entering Unmasked Estep 
Score: -41788496.000000 Penalty: 6307.363770
	Iteration 95Q: 3 clusters Score -4.17885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 332149 members 
Entering Unmasked Estep 
Score: -41788496.000000 Penalty: 6307.363770
	Iteration 96Q: 3 clusters Score -4.17885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 332127 members 
Entering Unmasked Estep 
Score: -41788492.000000 Penalty: 6307.363770
	Iteration 97Q: 3 clusters Score -4.178849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 332104 members 
Entering Unmasked Estep 
Score: -41788484.000000 Penalty: 6307.363770
	Iteration 98Q: 3 clusters Score -4.178848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 332082 members 
Entering Unmasked Estep 
Score: -41788500.000000 Penalty: 6307.363770
	Iteration 99Q: 3 clusters Score -4.17885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 332062 members 
Entering Unmasked Estep 
Score: -41788532.000000 Penalty: 6307.363770
	Iteration 100F: 3 clusters Score -4.178853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 332040 members 
Entering Unmasked Estep 
Score: -41788600.000000 Penalty: 6307.363770
	Iteration 101Q: 3 clusters Score -4.17886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 332021 members 
Entering Unmasked Estep 
Score: -41788608.000000 Penalty: 6307.363770
	Iteration 102Q: 3 clusters Score -4.178861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 332001 members 
Entering Unmasked Estep 
Score: -41788632.000000 Penalty: 6307.363770
	Iteration 103Q: 3 clusters Score -4.178863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 331981 members 
Entering Unmasked Estep 
Score: -41788616.000000 Penalty: 6307.363770
	Iteration 104Q: 3 clusters Score -4.178862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 331969 members 
Entering Unmasked Estep 
Score: -41788648.000000 Penalty: 6307.363770
	Iteration 105Q: 3 clusters Score -4.178865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 331958 members 
Entering Unmasked Estep 
Score: -41788664.000000 Penalty: 6307.363770
	Iteration 106Q: 3 clusters Score -4.178866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 331948 members 
Entering Unmasked Estep 
Score: -41788704.000000 Penalty: 6307.363770
	Iteration 107Q: 3 clusters Score -4.17887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 331940 members 
Entering Unmasked Estep 
Score: -41788720.000000 Penalty: 6307.363770
	Iteration 108Q: 3 clusters Score -4.178872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 331926 members 
Entering Unmasked Estep 
Score: -41788696.000000 Penalty: 6307.363770
	Iteration 109Q: 3 clusters Score -4.17887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 331910 members 
Entering Unmasked Estep 
Score: -41788728.000000 Penalty: 6307.363770
	Iteration 110Q: 3 clusters Score -4.178873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 331892 members 
Entering Unmasked Estep 
Score: -41788744.000000 Penalty: 6307.363770
	Iteration 111Q: 3 clusters Score -4.178874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 331880 members 
Entering Unmasked Estep 
Score: -41788732.000000 Penalty: 6307.363770
	Iteration 112Q: 3 clusters Score -4.178873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 331864 members 
Entering Unmasked Estep 
Score: -41788748.000000 Penalty: 6307.363770
	Iteration 113Q: 3 clusters Score -4.178875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 331849 members 
Entering Unmasked Estep 
Score: -41788764.000000 Penalty: 6307.363770
	Iteration 114Q: 3 clusters Score -4.178876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 331841 members 
Entering Unmasked Estep 
Score: -41788776.000000 Penalty: 6307.363770
	Iteration 115Q: 3 clusters Score -4.178878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 331837 members 
Entering Unmasked Estep 
Score: -41788804.000000 Penalty: 6307.363770
	Iteration 116Q: 3 clusters Score -4.17888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 331830 members 
Entering Unmasked Estep 
Score: -41788756.000000 Penalty: 6307.363770
	Iteration 117Q: 3 clusters Score -4.178876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 331825 members 
Entering Unmasked Estep 
Score: -41788760.000000 Penalty: 6307.363770
	Iteration 118Q: 3 clusters Score -4.178876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 331821 members 
Entering Unmasked Estep 
Score: -41788784.000000 Penalty: 6307.363770
	Iteration 119Q: 3 clusters Score -4.178878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 331820 members 
Entering Unmasked Estep 
Score: -41788792.000000 Penalty: 6307.363770
	Iteration 120F: 3 clusters Score -4.178879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 331819 members 
Entering Unmasked Estep 
Score: -41788792.000000 Penalty: 6307.363770
	Iteration 121Q: 3 clusters Score -4.178879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 331819 members 
Entering Unmasked Estep 
Score: -41788792.000000 Penalty: 6307.363770
	Iteration 122Q: 3 clusters Score -4.178879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 331819 members 
Entering Unmasked Estep 
Score: -41788788.000000 Penalty: 6307.363770
	Iteration 123Q: 3 clusters Score -4.178879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 331813 members 
Entering Unmasked Estep 
Score: -41788808.000000 Penalty: 6307.363770
	Iteration 124Q: 3 clusters Score -4.178881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 331809 members 
Entering Unmasked Estep 
Score: -41788788.000000 Penalty: 6307.363770
	Iteration 125Q: 3 clusters Score -4.178879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 331801 members 
Entering Unmasked Estep 
Score: -41788796.000000 Penalty: 6307.363770
	Iteration 126Q: 3 clusters Score -4.17888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 331789 members 
Entering Unmasked Estep 
Score: -41788852.000000 Penalty: 6307.363770
	Iteration 127Q: 3 clusters Score -4.178885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 331773 members 
Entering Unmasked Estep 
Score: -41788888.000000 Penalty: 6307.363770
	Iteration 128Q: 3 clusters Score -4.178889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 331760 members 
Entering Unmasked Estep 
Score: -41788876.000000 Penalty: 6307.363770
	Iteration 129Q: 3 clusters Score -4.178888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 331747 members 
Entering Unmasked Estep 
Score: -41788892.000000 Penalty: 6307.363770
	Iteration 130Q: 3 clusters Score -4.178889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 331739 members 
Entering Unmasked Estep 
Score: -41788888.000000 Penalty: 6307.363770
	Iteration 131Q: 3 clusters Score -4.178889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 331733 members 
Entering Unmasked Estep 
Score: -41788880.000000 Penalty: 6307.363770
	Iteration 132Q: 3 clusters Score -4.178888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 331727 members 
Entering Unmasked Estep 
Score: -41788876.000000 Penalty: 6307.363770
	Iteration 133Q: 3 clusters Score -4.178888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 331722 members 
Entering Unmasked Estep 
Score: -41788860.000000 Penalty: 6307.363770
	Iteration 134Q: 3 clusters Score -4.178886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 331716 members 
Entering Unmasked Estep 
Score: -41788856.000000 Penalty: 6307.363770
	Iteration 135Q: 3 clusters Score -4.178886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 331717 members 
Entering Unmasked Estep 
Score: -41788888.000000 Penalty: 6307.363770
	Iteration 136Q: 3 clusters Score -4.178889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 331714 members 
Entering Unmasked Estep 
Score: -41788908.000000 Penalty: 6307.363770
	Iteration 137Q: 3 clusters Score -4.178891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 331712 members 
Entering Unmasked Estep 
Score: -41788892.000000 Penalty: 6307.363770
	Iteration 138Q: 3 clusters Score -4.178889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 331710 members 
Entering Unmasked Estep 
Score: -41788896.000000 Penalty: 6307.363770
	Iteration 139Q: 3 clusters Score -4.17889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 331710 members 
Entering Unmasked Estep 
Score: -41788896.000000 Penalty: 6307.363770
	Iteration 140F: 3 clusters Score -4.17889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -25407.666016 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -25407.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24269.400391 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -24269.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24642.527344 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -24642.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24808.462891 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -24808.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24961.917969 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -24961.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25105.183594 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -25105.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25160.423828 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -25160.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25183.958984 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -25183.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25187.769531 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -25187.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25190.582031 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -25190.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25190.582031 Penalty: 2803.634521
	Iteration 9F: 3 clusters Score -25190.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -88730.515625 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -88730.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86982.679688 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -86982.68 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87211.312500 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -87211.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87266.953125 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -87266.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87300.476562 Penalty: 3289.472900
	Iteration 3Q: 3 clusters Score -87300.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87316.335938 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -87316.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87326.593750 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -87326.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87331.945312 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -87331.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87333.492188 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -87333.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87336.523438 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -87336.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87337.601562 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -87337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87337.601562 Penalty: 3289.472900
	Iteration 10F: 3 clusters Score -87337.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30972.265625 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -30972.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29749.107422 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -29749.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29840.636719 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -29840.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29856.533203 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -29856.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29859.751953 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -29859.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29863.003906 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -29863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29863.003906 Penalty: 2798.385986
	Iteration 5F: 3 clusters Score -29863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -67891.492188 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -67891.49 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 312 members 
Entering Unmasked Estep 
Score: -66227.515625 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -66227.52 nChanged 135
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: -66478.218750 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -66478.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66584.609375 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -66584.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66628.242188 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -66628.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66676.406250 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -66676.41 nChanged 9
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: -66703.140625 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -66703.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66715.390625 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -66715.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66726.632812 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -66726.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66731.312500 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -66731.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66731.312500 Penalty: 3210.283691
	Iteration 9F: 3 clusters Score -66731.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (35223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Entering Unmasked Estep 
Score: -4353130.500000 Penalty: 2596.424805
	Iteration 0F: 2 clusters Score -4353130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4329198.000000 Penalty: 5192.849609
	Iteration 0F: 3 clusters Score -4329198 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4338302.000000 Penalty: 5192.849609
	Iteration 1F: 3 clusters Score -4338302 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4339134.000000 Penalty: 5192.849609
	Iteration 2F: 3 clusters Score -4339134 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4340083.000000 Penalty: 5192.849609
	Iteration 3F: 3 clusters Score -4340083 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4341222.500000 Penalty: 5192.849609
	Iteration 4F: 3 clusters Score -4341222 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4342636.000000 Penalty: 5192.849609
	Iteration 5F: 3 clusters Score -4342636 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4344194.000000 Penalty: 5192.849609
	Iteration 6F: 3 clusters Score -4344194 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4345688.000000 Penalty: 5192.849609
	Iteration 7F: 3 clusters Score -4345688 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -4346907.000000 Penalty: 5192.849609
	Iteration 8Q: 3 clusters Score -4346907 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4348013.000000 Penalty: 5192.849609
	Iteration 9Q: 3 clusters Score -4348013 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4348917.000000 Penalty: 5192.849609
	Iteration 10Q: 3 clusters Score -4348917 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4349562.000000 Penalty: 5192.849609
	Iteration 11Q: 3 clusters Score -4349562 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4350016.500000 Penalty: 5192.849609
	Iteration 12Q: 3 clusters Score -4350016 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4350328.000000 Penalty: 5192.849609
	Iteration 13Q: 3 clusters Score -4350328 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4350538.500000 Penalty: 5192.849609
	Iteration 14Q: 3 clusters Score -4350538 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4350679.500000 Penalty: 5192.849609
	Iteration 15Q: 3 clusters Score -4350680 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4350834.000000 Penalty: 5192.849609
	Iteration 16Q: 3 clusters Score -4350834 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4350992.500000 Penalty: 5192.849609
	Iteration 17Q: 3 clusters Score -4350992 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4351104.500000 Penalty: 5192.849609
	Iteration 18Q: 3 clusters Score -4351104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4351188.500000 Penalty: 5192.849609
	Iteration 19Q: 3 clusters Score -4351188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4351239.000000 Penalty: 5192.849609
	Iteration 20F: 3 clusters Score -4351239 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4351305.000000 Penalty: 5192.849609
	Iteration 21Q: 3 clusters Score -4351305 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4351362.000000 Penalty: 5192.849609
	Iteration 22Q: 3 clusters Score -4351362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4351414.000000 Penalty: 5192.849609
	Iteration 23Q: 3 clusters Score -4351414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4351445.500000 Penalty: 5192.849609
	Iteration 24Q: 3 clusters Score -4351446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4351476.500000 Penalty: 5192.849609
	Iteration 25Q: 3 clusters Score -4351476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4351513.000000 Penalty: 5192.849609
	Iteration 26Q: 3 clusters Score -4351513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4351551.000000 Penalty: 5192.849609
	Iteration 27Q: 3 clusters Score -4351551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4351595.500000 Penalty: 5192.849609
	Iteration 28Q: 3 clusters Score -4351596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4351618.000000 Penalty: 5192.849609
	Iteration 29Q: 3 clusters Score -4351618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4351657.000000 Penalty: 5192.849609
	Iteration 30Q: 3 clusters Score -4351657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4351678.000000 Penalty: 5192.849609
	Iteration 31Q: 3 clusters Score -4351678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4351696.500000 Penalty: 5192.849609
	Iteration 32Q: 3 clusters Score -4351696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4351713.000000 Penalty: 5192.849609
	Iteration 33Q: 3 clusters Score -4351713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4351726.000000 Penalty: 5192.849609
	Iteration 34Q: 3 clusters Score -4351726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4351740.500000 Penalty: 5192.849609
	Iteration 35Q: 3 clusters Score -4351740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4351748.000000 Penalty: 5192.849609
	Iteration 36Q: 3 clusters Score -4351748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4351747.000000 Penalty: 5192.849609
	Iteration 37Q: 3 clusters Score -4351747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4351757.000000 Penalty: 5192.849609
	Iteration 38Q: 3 clusters Score -4351757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4351763.000000 Penalty: 5192.849609
	Iteration 39Q: 3 clusters Score -4351763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4351764.500000 Penalty: 5192.849609
	Iteration 40F: 3 clusters Score -4351764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4351759.000000 Penalty: 5192.849609
	Iteration 41Q: 3 clusters Score -4351759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4351762.500000 Penalty: 5192.849609
	Iteration 42Q: 3 clusters Score -4351762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4351761.000000 Penalty: 5192.849609
	Iteration 43Q: 3 clusters Score -4351761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4351762.000000 Penalty: 5192.849609
	Iteration 44Q: 3 clusters Score -4351762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4351770.000000 Penalty: 5192.849609
	Iteration 45Q: 3 clusters Score -4351770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4351768.000000 Penalty: 5192.849609
	Iteration 46Q: 3 clusters Score -4351768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4351768.500000 Penalty: 5192.849609
	Iteration 47Q: 3 clusters Score -4351768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4351773.500000 Penalty: 5192.849609
	Iteration 48Q: 3 clusters Score -4351774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4351778.000000 Penalty: 5192.849609
	Iteration 49Q: 3 clusters Score -4351778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4351773.500000 Penalty: 5192.849609
	Iteration 50Q: 3 clusters Score -4351774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4351774.000000 Penalty: 5192.849609
	Iteration 51Q: 3 clusters Score -4351774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4351773.000000 Penalty: 5192.849609
	Iteration 52Q: 3 clusters Score -4351773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4351773.000000 Penalty: 5192.849609
	Iteration 53F: 3 clusters Score -4351773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -13549.776367 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -13549.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12562.914062 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -12562.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12669.261719 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -12669.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12693.243164 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -12693.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12693.243164 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -12693.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -540518.687500 Penalty: 2098.339355
	Iteration 0F: 2 clusters Score -540518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -536215.437500 Penalty: 4196.678711
	Iteration 0F: 3 clusters Score -536215.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -537350.000000 Penalty: 4196.678711
	Iteration 1F: 3 clusters Score -537350 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -537735.937500 Penalty: 4196.678711
	Iteration 2F: 3 clusters Score -537735.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -538052.500000 Penalty: 4196.678711
	Iteration 3F: 3 clusters Score -538052.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -538291.625000 Penalty: 4196.678711
	Iteration 4F: 3 clusters Score -538291.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -538466.625000 Penalty: 4196.678711
	Iteration 5Q: 3 clusters Score -538466.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -538587.750000 Penalty: 4196.678711
	Iteration 6Q: 3 clusters Score -538587.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -538669.125000 Penalty: 4196.678711
	Iteration 7Q: 3 clusters Score -538669.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -538745.875000 Penalty: 4196.678711
	Iteration 8Q: 3 clusters Score -538745.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -538807.500000 Penalty: 4196.678711
	Iteration 9Q: 3 clusters Score -538807.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -538863.437500 Penalty: 4196.678711
	Iteration 10Q: 3 clusters Score -538863.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -538919.500000 Penalty: 4196.678711
	Iteration 11Q: 3 clusters Score -538919.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -538975.812500 Penalty: 4196.678711
	Iteration 12Q: 3 clusters Score -538975.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -539031.562500 Penalty: 4196.678711
	Iteration 13Q: 3 clusters Score -539031.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539076.812500 Penalty: 4196.678711
	Iteration 14Q: 3 clusters Score -539076.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -539134.562500 Penalty: 4196.678711
	Iteration 15Q: 3 clusters Score -539134.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -539190.812500 Penalty: 4196.678711
	Iteration 16Q: 3 clusters Score -539190.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -539254.375000 Penalty: 4196.678711
	Iteration 17Q: 3 clusters Score -539254.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -539312.937500 Penalty: 4196.678711
	Iteration 18Q: 3 clusters Score -539312.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -539369.625000 Penalty: 4196.678711
	Iteration 19Q: 3 clusters Score -539369.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -539420.812500 Penalty: 4196.678711
	Iteration 20F: 3 clusters Score -539420.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -539455.500000 Penalty: 4196.678711
	Iteration 21Q: 3 clusters Score -539455.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -539483.000000 Penalty: 4196.678711
	Iteration 22Q: 3 clusters Score -539483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -539499.812500 Penalty: 4196.678711
	Iteration 23Q: 3 clusters Score -539499.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -539513.125000 Penalty: 4196.678711
	Iteration 24Q: 3 clusters Score -539513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -539523.750000 Penalty: 4196.678711
	Iteration 25Q: 3 clusters Score -539523.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -539533.375000 Penalty: 4196.678711
	Iteration 26Q: 3 clusters Score -539533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -539538.500000 Penalty: 4196.678711
	Iteration 27Q: 3 clusters Score -539538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -539543.437500 Penalty: 4196.678711
	Iteration 28Q: 3 clusters Score -539543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -539546.250000 Penalty: 4196.678711
	Iteration 29Q: 3 clusters Score -539546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -539552.000000 Penalty: 4196.678711
	Iteration 30Q: 3 clusters Score -539552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -539557.125000 Penalty: 4196.678711
	Iteration 31Q: 3 clusters Score -539557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -539560.937500 Penalty: 4196.678711
	Iteration 32Q: 3 clusters Score -539560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -539564.437500 Penalty: 4196.678711
	Iteration 33Q: 3 clusters Score -539564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -539566.062500 Penalty: 4196.678711
	Iteration 34Q: 3 clusters Score -539566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -539568.687500 Penalty: 4196.678711
	Iteration 35Q: 3 clusters Score -539568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -539570.125000 Penalty: 4196.678711
	Iteration 36Q: 3 clusters Score -539570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -539571.625000 Penalty: 4196.678711
	Iteration 37Q: 3 clusters Score -539571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -539571.625000 Penalty: 4196.678711
	Iteration 38F: 3 clusters Score -539571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -307454.281250 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -307454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304387.562500 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -304387.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -305064.312500 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -305064.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -305295.656250 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -305295.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -305485.937500 Penalty: 3917.795898
	Iteration 3F: 3 clusters Score -305485.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -305626.437500 Penalty: 3917.795898
	Iteration 4F: 3 clusters Score -305626.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -305777.750000 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -305777.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305896.406250 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -305896.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -305990.312500 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -305990.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -306061.093750 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -306061.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -306119.531250 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -306119.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -306169.750000 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -306169.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -306206.031250 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -306206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -306229.968750 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -306230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -306253.968750 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -306254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306286.218750 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -306286.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306309.406250 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -306309.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306326.687500 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -306326.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -306338.937500 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -306338.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -306348.250000 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -306348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -306352.906250 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -306352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306358.593750 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -306358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306362.312500 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -306362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306363.593750 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -306363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306365.031250 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -306365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306366.343750 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -306366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306367.187500 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -306367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306367.750000 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -306367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -306369.406250 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -306369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -306370.812500 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -306370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -306370.812500 Penalty: 3917.795898
	Iteration 29F: 3 clusters Score -306370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 23864 members 
Mstep: Class 3 contains 12618 members 
Mstep: Class 4 contains 51145 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 177070 members 
Mstep: Class 9 contains 17530 members 
Mstep: Class 10 contains 52138 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156935 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 51397 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4221 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 4976 members 
Mstep: Class 30 contains 26688 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 7339 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14529 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333187 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 759 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35223 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4727 members 
Mstep: Class 48 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142018768.000000 Penalty: 166335.640625
Iteration 119Q: 49 clusters Score -1.420188e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 23845 members 
Mstep: Class 3 contains 12616 members 
Mstep: Class 4 contains 51142 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 176995 members 
Mstep: Class 9 contains 17514 members 
Mstep: Class 10 contains 51971 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 17301 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156925 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 51388 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29886 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4223 members 
Mstep: Class 27 contains 22603 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4970 members 
Mstep: Class 30 contains 26722 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 7347 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14527 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 333262 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 762 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35220 members 
Mstep: Class 46 contains 156 members 
Mstep: Class 47 contains 4733 members 
Mstep: Class 48 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019024.000000 Penalty: 166335.640625
Iteration 120F: 49 clusters Score -1.42019e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 23832 members 
Mstep: Class 3 contains 12613 members 
Mstep: Class 4 contains 51137 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 15248 members 
Mstep: Class 8 contains 176934 members 
Mstep: Class 9 contains 17504 members 
Mstep: Class 10 contains 51815 members 
Mstep: Class 11 contains 12753 members 
Mstep: Class 12 contains 17301 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156904 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51385 members 
Mstep: Class 18 contains 26075 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29884 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 22606 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4959 members 
Mstep: Class 30 contains 26759 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 7667 members 
Mstep: Class 33 contains 4062 members 
Mstep: Class 34 contains 7357 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14525 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 164 members 
Mstep: Class 40 contains 333325 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 35213 members 
Mstep: Class 46 contains 157 members 
Mstep: Class 47 contains 4741 members 
Mstep: Class 48 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019472.000000 Penalty: 166335.640625
Iteration 121Q: 49 clusters Score -1.420195e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 23817 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 51134 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 15246 members 
Mstep: Class 8 contains 176879 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 51672 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 156890 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51379 members 
Mstep: Class 18 contains 26074 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4224 members 
Mstep: Class 27 contains 22608 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4956 members 
Mstep: Class 30 contains 26784 members 
Mstep: Class 31 contains 669 members 
Mstep: Class 32 contains 7673 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 7362 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14526 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 157 members 
Mstep: Class 40 contains 333385 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 766 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35211 members 
Mstep: Class 46 contains 158 members 
Mstep: Class 47 contains 4744 members 
Mstep: Class 48 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019664.000000 Penalty: 166335.640625
Iteration 122Q: 49 clusters Score -1.420197e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 51131 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 407 members 
Mstep: Class 7 contains 15241 members 
Mstep: Class 8 contains 176813 members 
Mstep: Class 9 contains 17488 members 
Mstep: Class 10 contains 51540 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 17302 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156881 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 51374 members 
Mstep: Class 18 contains 26077 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4225 members 
Mstep: Class 27 contains 22614 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4949 members 
Mstep: Class 30 contains 26790 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7678 members 
Mstep: Class 33 contains 4067 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14525 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 156 members 
Mstep: Class 40 contains 333453 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 767 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35211 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4749 members 
Mstep: Class 48 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019600.000000 Penalty: 166335.640625
Iteration 123Q: 49 clusters Score -1.420196e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 23789 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 51121 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 176754 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 51406 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156880 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51373 members 
Mstep: Class 18 contains 26087 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 22614 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 26802 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7682 members 
Mstep: Class 33 contains 4069 members 
Mstep: Class 34 contains 7374 members 
Mstep: Class 35 contains 9927 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14525 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 333523 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 768 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35210 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4756 members 
Mstep: Class 48 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019408.000000 Penalty: 166335.640625
Iteration 124Q: 49 clusters Score -1.420194e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 51117 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15232 members 
Mstep: Class 8 contains 176680 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 51259 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 12 contains 17309 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156871 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 51370 members 
Mstep: Class 18 contains 26096 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 22615 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 26830 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7686 members 
Mstep: Class 33 contains 4070 members 
Mstep: Class 34 contains 7380 members 
Mstep: Class 35 contains 9926 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14527 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333596 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 768 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35207 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4764 members 
Mstep: Class 48 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019392.000000 Penalty: 166335.640625
Iteration 125Q: 49 clusters Score -1.420194e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 23759 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 51108 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15231 members 
Mstep: Class 8 contains 176611 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 51116 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 17311 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156874 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 51366 members 
Mstep: Class 18 contains 26100 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29885 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 22612 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 26860 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7692 members 
Mstep: Class 33 contains 4071 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14527 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333677 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 768 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35204 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4766 members 
Mstep: Class 48 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019232.000000 Penalty: 166335.640625
Iteration 126Q: 49 clusters Score -1.420192e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 23755 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 51102 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15229 members 
Mstep: Class 8 contains 176569 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 50964 members 
Mstep: Class 11 contains 12758 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156868 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51365 members 
Mstep: Class 18 contains 26105 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29889 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 22615 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4937 members 
Mstep: Class 30 contains 26876 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7701 members 
Mstep: Class 33 contains 4074 members 
Mstep: Class 34 contains 7381 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14522 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333721 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 768 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35200 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4773 members 
Mstep: Class 48 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019392.000000 Penalty: 166335.640625
Iteration 127Q: 49 clusters Score -1.420194e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 23736 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 51098 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15224 members 
Mstep: Class 8 contains 176518 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 50804 members 
Mstep: Class 11 contains 12761 members 
Mstep: Class 12 contains 17309 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156874 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 51362 members 
Mstep: Class 18 contains 26109 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29889 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 22616 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4933 members 
Mstep: Class 30 contains 26897 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7711 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 7384 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14519 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333777 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35199 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4781 members 
Mstep: Class 48 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019232.000000 Penalty: 166335.640625
Iteration 128Q: 49 clusters Score -1.420192e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 23716 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 51095 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 176471 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 50631 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 17313 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156873 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 51358 members 
Mstep: Class 18 contains 26118 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29886 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 22615 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4932 members 
Mstep: Class 30 contains 26915 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7714 members 
Mstep: Class 33 contains 4079 members 
Mstep: Class 34 contains 7387 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14521 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333830 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35198 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4785 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019312.000000 Penalty: 166335.640625
Iteration 129Q: 49 clusters Score -1.420193e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 23708 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 51091 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 176427 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 50436 members 
Mstep: Class 11 contains 12768 members 
Mstep: Class 12 contains 17316 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156869 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 51355 members 
Mstep: Class 18 contains 26119 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29884 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 22618 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4929 members 
Mstep: Class 30 contains 26936 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7718 members 
Mstep: Class 33 contains 4080 members 
Mstep: Class 34 contains 7394 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14521 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333879 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35198 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4786 members 
Mstep: Class 48 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019408.000000 Penalty: 166335.640625
Iteration 130Q: 49 clusters Score -1.420194e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 23689 members 
Mstep: Class 3 contains 12611 members 
Mstep: Class 4 contains 51086 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15209 members 
Mstep: Class 8 contains 176400 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 50214 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 17320 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156871 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 51353 members 
Mstep: Class 18 contains 26119 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29884 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 22620 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4932 members 
Mstep: Class 30 contains 26949 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7726 members 
Mstep: Class 33 contains 4082 members 
Mstep: Class 34 contains 7401 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14517 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333920 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35195 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4793 members 
Mstep: Class 48 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019488.000000 Penalty: 166335.640625
Iteration 131Q: 49 clusters Score -1.420195e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 23683 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 51080 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 176382 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 49977 members 
Mstep: Class 11 contains 12768 members 
Mstep: Class 12 contains 17326 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156865 members 
Mstep: Class 16 contains 5384 members 
Mstep: Class 17 contains 51354 members 
Mstep: Class 18 contains 26129 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4230 members 
Mstep: Class 27 contains 22624 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4928 members 
Mstep: Class 30 contains 26953 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 4086 members 
Mstep: Class 34 contains 7404 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14518 members 
Mstep: Class 38 contains 1647 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333952 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35193 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4800 members 
Mstep: Class 48 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019456.000000 Penalty: 166335.640625
Iteration 132Q: 49 clusters Score -1.420195e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 51072 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 176357 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 49748 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 17331 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156865 members 
Mstep: Class 16 contains 5384 members 
Mstep: Class 17 contains 51352 members 
Mstep: Class 18 contains 26139 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22627 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4930 members 
Mstep: Class 30 contains 26963 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 4091 members 
Mstep: Class 34 contains 7409 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14517 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 333987 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35195 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4807 members 
Mstep: Class 48 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019472.000000 Penalty: 166335.640625
Iteration 133Q: 49 clusters Score -1.420195e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 23647 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 51067 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 176365 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 49521 members 
Mstep: Class 11 contains 12768 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156862 members 
Mstep: Class 16 contains 5384 members 
Mstep: Class 17 contains 51352 members 
Mstep: Class 18 contains 26146 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29884 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22632 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4932 members 
Mstep: Class 30 contains 26966 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7730 members 
Mstep: Class 33 contains 4093 members 
Mstep: Class 34 contains 7410 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14518 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334002 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35193 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4812 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019504.000000 Penalty: 166335.640625
Iteration 134Q: 49 clusters Score -1.420195e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 23630 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 51061 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 176358 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 49268 members 
Mstep: Class 11 contains 12770 members 
Mstep: Class 12 contains 17335 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156859 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 51349 members 
Mstep: Class 18 contains 26160 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22637 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4935 members 
Mstep: Class 30 contains 26968 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7732 members 
Mstep: Class 33 contains 4096 members 
Mstep: Class 34 contains 7414 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14519 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334039 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35191 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4818 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142019712.000000 Penalty: 166335.640625
Iteration 135Q: 49 clusters Score -1.420197e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 23611 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 51058 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15201 members 
Mstep: Class 8 contains 176343 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 49015 members 
Mstep: Class 11 contains 12771 members 
Mstep: Class 12 contains 17341 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156860 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 51350 members 
Mstep: Class 18 contains 26177 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22644 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 26981 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 4097 members 
Mstep: Class 34 contains 7414 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14515 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334068 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35190 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4823 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020016.000000 Penalty: 166335.640625
Iteration 136Q: 49 clusters Score -1.4202e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 23600 members 
Mstep: Class 3 contains 12606 members 
Mstep: Class 4 contains 51052 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 176339 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 48731 members 
Mstep: Class 11 contains 12772 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156870 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 51346 members 
Mstep: Class 18 contains 26196 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29873 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22655 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4935 members 
Mstep: Class 30 contains 26988 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7738 members 
Mstep: Class 33 contains 4099 members 
Mstep: Class 34 contains 7415 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14516 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334095 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 769 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35189 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4834 members 
Mstep: Class 48 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020096.000000 Penalty: 166335.640625
Iteration 137Q: 49 clusters Score -1.420201e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 23582 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 51050 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15198 members 
Mstep: Class 8 contains 176336 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 48427 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156861 members 
Mstep: Class 16 contains 5376 members 
Mstep: Class 17 contains 51343 members 
Mstep: Class 18 contains 26218 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29874 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22658 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 27003 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7739 members 
Mstep: Class 33 contains 4101 members 
Mstep: Class 34 contains 7421 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14518 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334118 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 770 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35185 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4837 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020032.000000 Penalty: 166335.640625
Iteration 138Q: 49 clusters Score -1.4202e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 23561 members 
Mstep: Class 3 contains 12607 members 
Mstep: Class 4 contains 51039 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15194 members 
Mstep: Class 8 contains 176356 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 48108 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 17357 members 
Mstep: Class 13 contains 5767 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156875 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 26224 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22660 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 27019 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7741 members 
Mstep: Class 33 contains 4102 members 
Mstep: Class 34 contains 7426 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14517 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334161 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35183 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4848 members 
Mstep: Class 48 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020272.000000 Penalty: 166335.640625
Iteration 139Q: 49 clusters Score -1.420203e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 23546 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 51030 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 176390 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 47753 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 17361 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156891 members 
Mstep: Class 16 contains 5375 members 
Mstep: Class 17 contains 51335 members 
Mstep: Class 18 contains 26230 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29868 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4231 members 
Mstep: Class 27 contains 22663 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4938 members 
Mstep: Class 30 contains 27039 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 4103 members 
Mstep: Class 34 contains 7433 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14516 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 154 members 
Mstep: Class 40 contains 334185 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35180 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4858 members 
Mstep: Class 48 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020512.000000 Penalty: 166335.640625
Iteration 140F: 49 clusters Score -1.420205e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 23530 members 
Mstep: Class 3 contains 12596 members 
Mstep: Class 4 contains 51029 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 176434 members 
Mstep: Class 9 contains 17474 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 17362 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156898 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 51332 members 
Mstep: Class 18 contains 26234 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29866 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4232 members 
Mstep: Class 27 contains 22665 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 27054 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7749 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7439 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14518 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334214 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35181 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020576.000000 Penalty: 166335.640625
Iteration 141Q: 49 clusters Score -1.420206e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 23513 members 
Mstep: Class 3 contains 12596 members 
Mstep: Class 4 contains 51029 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 176498 members 
Mstep: Class 9 contains 17478 members 
Mstep: Class 10 contains 46868 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 17363 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156890 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 51334 members 
Mstep: Class 18 contains 26242 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29869 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4233 members 
Mstep: Class 27 contains 22673 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4933 members 
Mstep: Class 30 contains 27081 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7753 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7442 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14518 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334235 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35179 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4866 members 
Mstep: Class 48 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020656.000000 Penalty: 166335.640625
Iteration 142Q: 49 clusters Score -1.420207e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 23498 members 
Mstep: Class 3 contains 12597 members 
Mstep: Class 4 contains 51026 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 176575 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 46380 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 17366 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156889 members 
Mstep: Class 16 contains 5361 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 26243 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29871 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 22683 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4937 members 
Mstep: Class 30 contains 27100 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7758 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7443 members 
Mstep: Class 35 contains 9921 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14520 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334258 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35178 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020800.000000 Penalty: 166335.640625
Iteration 143Q: 49 clusters Score -1.420208e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23480 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 51026 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 176650 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 45832 members 
Mstep: Class 11 contains 12773 members 
Mstep: Class 12 contains 17368 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156882 members 
Mstep: Class 16 contains 5362 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 26245 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29874 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22691 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 27121 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7763 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7452 members 
Mstep: Class 35 contains 9921 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14521 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334281 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35179 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4880 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020976.000000 Penalty: 166335.640625
Iteration 144Q: 49 clusters Score -1.42021e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 23462 members 
Mstep: Class 3 contains 12590 members 
Mstep: Class 4 contains 51022 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 176784 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 12776 members 
Mstep: Class 12 contains 17370 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156882 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 51323 members 
Mstep: Class 18 contains 26241 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29879 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22695 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4938 members 
Mstep: Class 30 contains 27145 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7458 members 
Mstep: Class 35 contains 9921 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14523 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334294 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35177 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4880 members 
Mstep: Class 48 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020816.000000 Penalty: 166335.640625
Iteration 145Q: 49 clusters Score -1.420208e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 23442 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 51017 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 176892 members 
Mstep: Class 9 contains 17478 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 12776 members 
Mstep: Class 12 contains 17371 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156880 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 26252 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22702 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4940 members 
Mstep: Class 30 contains 27163 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7778 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7465 members 
Mstep: Class 35 contains 9921 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14523 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334304 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35177 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4883 members 
Mstep: Class 48 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142020960.000000 Penalty: 166335.640625
Iteration 146Q: 49 clusters Score -1.42021e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 51016 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 177049 members 
Mstep: Class 9 contains 17479 members 
Mstep: Class 10 contains 43779 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 17373 members 
Mstep: Class 13 contains 5781 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156872 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26249 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22707 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 27208 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7467 members 
Mstep: Class 35 contains 9921 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14522 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334297 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35179 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4883 members 
Mstep: Class 48 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142021344.000000 Penalty: 166335.640625
Iteration 147Q: 49 clusters Score -1.420213e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 23408 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 51013 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 177188 members 
Mstep: Class 9 contains 17480 members 
Mstep: Class 10 contains 43104 members 
Mstep: Class 11 contains 12775 members 
Mstep: Class 12 contains 17375 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156853 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26247 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 4954 members 
Mstep: Class 30 contains 27241 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7470 members 
Mstep: Class 35 contains 9922 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14519 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334303 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35177 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4883 members 
Mstep: Class 48 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142021696.000000 Penalty: 166335.640625
Iteration 148Q: 49 clusters Score -1.420217e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 23386 members 
Mstep: Class 3 contains 12581 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 177340 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 42452 members 
Mstep: Class 11 contains 12774 members 
Mstep: Class 12 contains 17376 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156830 members 
Mstep: Class 16 contains 5362 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 26239 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22698 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 27274 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7795 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7482 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14521 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334316 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35177 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4885 members 
Mstep: Class 48 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022240.000000 Penalty: 166335.640625
Iteration 149Q: 49 clusters Score -1.420222e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 23357 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 177516 members 
Mstep: Class 9 contains 17484 members 
Mstep: Class 10 contains 41804 members 
Mstep: Class 11 contains 12774 members 
Mstep: Class 12 contains 17379 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156795 members 
Mstep: Class 16 contains 5364 members 
Mstep: Class 17 contains 51323 members 
Mstep: Class 18 contains 26245 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29859 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 22695 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 4981 members 
Mstep: Class 30 contains 27297 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7803 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14522 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334303 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35179 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4886 members 
Mstep: Class 48 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022240.000000 Penalty: 166335.640625
Iteration 150Q: 49 clusters Score -1.420222e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 23332 members 
Mstep: Class 3 contains 12574 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 177646 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 41252 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 17380 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156764 members 
Mstep: Class 16 contains 5370 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 26250 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29850 members 
Mstep: Class 23 contains 2129 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4236 members 
Mstep: Class 27 contains 22676 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 4996 members 
Mstep: Class 30 contains 27323 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7500 members 
Mstep: Class 35 contains 9924 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14530 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334287 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35175 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4885 members 
Mstep: Class 48 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022560.000000 Penalty: 166335.640625
Iteration 151Q: 49 clusters Score -1.420226e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 23316 members 
Mstep: Class 3 contains 12572 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 177781 members 
Mstep: Class 9 contains 17486 members 
Mstep: Class 10 contains 40796 members 
Mstep: Class 11 contains 12780 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156712 members 
Mstep: Class 16 contains 5373 members 
Mstep: Class 17 contains 51324 members 
Mstep: Class 18 contains 26262 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22660 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 27327 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7506 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14543 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334239 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35171 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4889 members 
Mstep: Class 48 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022688.000000 Penalty: 166335.640625
Iteration 152Q: 49 clusters Score -1.420227e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 23305 members 
Mstep: Class 3 contains 12568 members 
Mstep: Class 4 contains 51010 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 177867 members 
Mstep: Class 9 contains 17485 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 12783 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 5784 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156673 members 
Mstep: Class 16 contains 5380 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 26263 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29848 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22651 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5018 members 
Mstep: Class 30 contains 27343 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 4105 members 
Mstep: Class 34 contains 7507 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14551 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334202 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35173 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4890 members 
Mstep: Class 48 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022768.000000 Penalty: 166335.640625
Iteration 153Q: 49 clusters Score -1.420228e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 23280 members 
Mstep: Class 3 contains 12566 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 177969 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 40082 members 
Mstep: Class 11 contains 12784 members 
Mstep: Class 12 contains 17387 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156640 members 
Mstep: Class 16 contains 5384 members 
Mstep: Class 17 contains 51322 members 
Mstep: Class 18 contains 26272 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29845 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22622 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 27340 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 7515 members 
Mstep: Class 35 contains 9922 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14559 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334192 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35168 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4894 members 
Mstep: Class 48 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142022864.000000 Penalty: 166335.640625
Iteration 154Q: 49 clusters Score -1.420229e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 23266 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15184 members 
Mstep: Class 8 contains 178007 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 39841 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156624 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51324 members 
Mstep: Class 18 contains 26292 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29846 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22604 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5044 members 
Mstep: Class 30 contains 27329 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 7518 members 
Mstep: Class 35 contains 9922 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14560 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334168 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35168 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4898 members 
Mstep: Class 48 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023120.000000 Penalty: 166335.640625
Iteration 155Q: 49 clusters Score -1.420231e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15179 members 
Mstep: Class 8 contains 178045 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 39645 members 
Mstep: Class 11 contains 12785 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156620 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 26312 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29846 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22602 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 27315 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 7520 members 
Mstep: Class 35 contains 9922 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14559 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334154 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35167 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4898 members 
Mstep: Class 48 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023024.000000 Penalty: 166335.640625
Iteration 156Q: 49 clusters Score -1.42023e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 23212 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51006 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 178046 members 
Mstep: Class 9 contains 17477 members 
Mstep: Class 10 contains 39508 members 
Mstep: Class 11 contains 12786 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156606 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 26325 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29852 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 27324 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 7522 members 
Mstep: Class 35 contains 9922 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14556 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334164 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35166 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4896 members 
Mstep: Class 48 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023216.000000 Penalty: 166335.640625
Iteration 157Q: 49 clusters Score -1.420232e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 23182 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 178069 members 
Mstep: Class 9 contains 17474 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 17388 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156610 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 26333 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29853 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22587 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 27334 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 7527 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14556 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334149 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35158 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4896 members 
Mstep: Class 48 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023136.000000 Penalty: 166335.640625
Iteration 158Q: 49 clusters Score -1.420231e+08 nChanged 342
Entering ConstructFrom: 
Score: -142023136.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -3307145.250000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -3307145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3288842.000000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -3288842 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3295288.000000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -3295288 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3295776.500000 Penalty: 5058.163086
	Iteration 2F: 3 clusters Score -3295776 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3296299.250000 Penalty: 5058.163086
	Iteration 3Q: 3 clusters Score -3296299 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3296795.000000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -3296795 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3297353.750000 Penalty: 5058.163086
	Iteration 5Q: 3 clusters Score -3297354 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3298090.250000 Penalty: 5058.163086
	Iteration 6Q: 3 clusters Score -3298090 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3299055.750000 Penalty: 5058.163086
	Iteration 7Q: 3 clusters Score -3299056 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3300160.750000 Penalty: 5058.163086
	Iteration 8F: 3 clusters Score -3300161 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3301161.500000 Penalty: 5058.163086
	Iteration 9F: 3 clusters Score -3301162 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3301920.750000 Penalty: 5058.163086
	Iteration 10F: 3 clusters Score -3301921 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3302496.000000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -3302496 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3302823.500000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -3302824 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3303065.000000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -3303065 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3303239.250000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -3303239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3303399.250000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -3303399 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3303557.500000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -3303558 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3303716.000000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -3303716 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3303892.000000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -3303892 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3304083.750000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -3304084 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3304293.750000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -3304294 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3304562.250000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -3304562 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3304881.500000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -3304882 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3305187.500000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -3305188 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3305461.500000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -3305462 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3305685.000000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -3305685 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3305857.000000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -3305857 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3306004.750000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -3306005 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3306118.500000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -3306118 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3306237.750000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -3306238 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3306313.750000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -3306314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3306394.250000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -3306394 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3306474.000000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -3306474 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3306558.750000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -3306559 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3306603.750000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -3306604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3306628.000000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -3306628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3306640.500000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -3306640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3306650.000000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -3306650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3306673.500000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -3306674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3306678.750000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -3306679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3306684.250000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -3306684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3306688.250000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -3306688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3306688.000000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -3306688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3306688.500000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -3306688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3306692.000000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -3306692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3306692.000000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -3306692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3306699.500000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -3306700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3306703.000000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -3306703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3306700.750000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -3306701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3306699.500000 Penalty: 5058.163086
	Iteration 49Q: 3 clusters Score -3306700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3306695.000000 Penalty: 5058.163086
	Iteration 50Q: 3 clusters Score -3306695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3306693.000000 Penalty: 5058.163086
	Iteration 51Q: 3 clusters Score -3306693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3306698.000000 Penalty: 5058.163086
	Iteration 52Q: 3 clusters Score -3306698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3306698.000000 Penalty: 5058.163086
	Iteration 53Q: 3 clusters Score -3306698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3306698.000000 Penalty: 5058.163086
	Iteration 54F: 3 clusters Score -3306698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Entering Unmasked Estep 
Score: -2700840.500000 Penalty: 2492.327148
	Iteration 0F: 2 clusters Score -2700840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2684763.250000 Penalty: 4984.654297
	Iteration 0F: 3 clusters Score -2684763 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2690612.000000 Penalty: 4984.654297
	Iteration 1F: 3 clusters Score -2690612 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2691282.500000 Penalty: 4984.654297
	Iteration 2F: 3 clusters Score -2691282 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2691957.750000 Penalty: 4984.654297
	Iteration 3F: 3 clusters Score -2691958 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2692630.000000 Penalty: 4984.654297
	Iteration 4F: 3 clusters Score -2692630 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2693321.750000 Penalty: 4984.654297
	Iteration 5F: 3 clusters Score -2693322 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2694062.000000 Penalty: 4984.654297
	Iteration 6F: 3 clusters Score -2694062 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2694865.750000 Penalty: 4984.654297
	Iteration 7F: 3 clusters Score -2694866 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2695667.000000 Penalty: 4984.654297
	Iteration 8Q: 3 clusters Score -2695667 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2696397.500000 Penalty: 4984.654297
	Iteration 9Q: 3 clusters Score -2696398 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2696959.000000 Penalty: 4984.654297
	Iteration 10Q: 3 clusters Score -2696959 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2697356.750000 Penalty: 4984.654297
	Iteration 11Q: 3 clusters Score -2697357 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2697651.250000 Penalty: 4984.654297
	Iteration 12Q: 3 clusters Score -2697651 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2697866.750000 Penalty: 4984.654297
	Iteration 13Q: 3 clusters Score -2697867 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2698044.000000 Penalty: 4984.654297
	Iteration 14Q: 3 clusters Score -2698044 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2698175.750000 Penalty: 4984.654297
	Iteration 15Q: 3 clusters Score -2698176 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2698270.750000 Penalty: 4984.654297
	Iteration 16Q: 3 clusters Score -2698271 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2698378.750000 Penalty: 4984.654297
	Iteration 17Q: 3 clusters Score -2698379 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2698457.750000 Penalty: 4984.654297
	Iteration 18Q: 3 clusters Score -2698458 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2698533.750000 Penalty: 4984.654297
	Iteration 19Q: 3 clusters Score -2698534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2698573.250000 Penalty: 4984.654297
	Iteration 20F: 3 clusters Score -2698573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2698620.500000 Penalty: 4984.654297
	Iteration 21Q: 3 clusters Score -2698620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2698662.500000 Penalty: 4984.654297
	Iteration 22Q: 3 clusters Score -2698662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2698693.500000 Penalty: 4984.654297
	Iteration 23Q: 3 clusters Score -2698694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2698711.750000 Penalty: 4984.654297
	Iteration 24Q: 3 clusters Score -2698712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2698756.500000 Penalty: 4984.654297
	Iteration 25Q: 3 clusters Score -2698756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2698783.750000 Penalty: 4984.654297
	Iteration 26Q: 3 clusters Score -2698784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2698833.250000 Penalty: 4984.654297
	Iteration 27Q: 3 clusters Score -2698833 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2698871.250000 Penalty: 4984.654297
	Iteration 28Q: 3 clusters Score -2698871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2698915.500000 Penalty: 4984.654297
	Iteration 29Q: 3 clusters Score -2698916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2698972.250000 Penalty: 4984.654297
	Iteration 30Q: 3 clusters Score -2698972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2699019.000000 Penalty: 4984.654297
	Iteration 31Q: 3 clusters Score -2699019 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2699076.250000 Penalty: 4984.654297
	Iteration 32Q: 3 clusters Score -2699076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2699136.750000 Penalty: 4984.654297
	Iteration 33Q: 3 clusters Score -2699137 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2699194.750000 Penalty: 4984.654297
	Iteration 34Q: 3 clusters Score -2699195 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2699231.000000 Penalty: 4984.654297
	Iteration 35Q: 3 clusters Score -2699231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2699294.000000 Penalty: 4984.654297
	Iteration 36Q: 3 clusters Score -2699294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2699342.000000 Penalty: 4984.654297
	Iteration 37Q: 3 clusters Score -2699342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2699387.250000 Penalty: 4984.654297
	Iteration 38Q: 3 clusters Score -2699387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2699413.500000 Penalty: 4984.654297
	Iteration 39Q: 3 clusters Score -2699414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2699442.000000 Penalty: 4984.654297
	Iteration 40F: 3 clusters Score -2699442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2699464.250000 Penalty: 4984.654297
	Iteration 41Q: 3 clusters Score -2699464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2699483.750000 Penalty: 4984.654297
	Iteration 42Q: 3 clusters Score -2699484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2699493.750000 Penalty: 4984.654297
	Iteration 43Q: 3 clusters Score -2699494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2699494.250000 Penalty: 4984.654297
	Iteration 44Q: 3 clusters Score -2699494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2699517.000000 Penalty: 4984.654297
	Iteration 45Q: 3 clusters Score -2699517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2699522.750000 Penalty: 4984.654297
	Iteration 46Q: 3 clusters Score -2699523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2699534.500000 Penalty: 4984.654297
	Iteration 47Q: 3 clusters Score -2699534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2699535.000000 Penalty: 4984.654297
	Iteration 48Q: 3 clusters Score -2699535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2699543.750000 Penalty: 4984.654297
	Iteration 49Q: 3 clusters Score -2699544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2699546.250000 Penalty: 4984.654297
	Iteration 50Q: 3 clusters Score -2699546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2699557.000000 Penalty: 4984.654297
	Iteration 51Q: 3 clusters Score -2699557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2699572.750000 Penalty: 4984.654297
	Iteration 52Q: 3 clusters Score -2699573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2699576.750000 Penalty: 4984.654297
	Iteration 53Q: 3 clusters Score -2699577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2699580.250000 Penalty: 4984.654297
	Iteration 54Q: 3 clusters Score -2699580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2699584.750000 Penalty: 4984.654297
	Iteration 55Q: 3 clusters Score -2699585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2699597.250000 Penalty: 4984.654297
	Iteration 56Q: 3 clusters Score -2699597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2699599.000000 Penalty: 4984.654297
	Iteration 57Q: 3 clusters Score -2699599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2699607.250000 Penalty: 4984.654297
	Iteration 58Q: 3 clusters Score -2699607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2699614.750000 Penalty: 4984.654297
	Iteration 59Q: 3 clusters Score -2699615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2699618.500000 Penalty: 4984.654297
	Iteration 60F: 3 clusters Score -2699618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2699621.500000 Penalty: 4984.654297
	Iteration 61Q: 3 clusters Score -2699622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2699622.250000 Penalty: 4984.654297
	Iteration 62Q: 3 clusters Score -2699622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2699627.250000 Penalty: 4984.654297
	Iteration 63Q: 3 clusters Score -2699627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2699631.000000 Penalty: 4984.654297
	Iteration 64Q: 3 clusters Score -2699631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2699630.000000 Penalty: 4984.654297
	Iteration 65Q: 3 clusters Score -2699630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2699627.500000 Penalty: 4984.654297
	Iteration 66Q: 3 clusters Score -2699628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2699626.750000 Penalty: 4984.654297
	Iteration 67Q: 3 clusters Score -2699627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2699632.000000 Penalty: 4984.654297
	Iteration 68Q: 3 clusters Score -2699632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2699635.000000 Penalty: 4984.654297
	Iteration 69Q: 3 clusters Score -2699635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2699629.250000 Penalty: 4984.654297
	Iteration 70Q: 3 clusters Score -2699629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2699634.500000 Penalty: 4984.654297
	Iteration 71Q: 3 clusters Score -2699634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2699633.500000 Penalty: 4984.654297
	Iteration 72Q: 3 clusters Score -2699634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2699637.750000 Penalty: 4984.654297
	Iteration 73Q: 3 clusters Score -2699638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2699640.250000 Penalty: 4984.654297
	Iteration 74Q: 3 clusters Score -2699640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2699639.500000 Penalty: 4984.654297
	Iteration 75Q: 3 clusters Score -2699640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2699641.250000 Penalty: 4984.654297
	Iteration 76Q: 3 clusters Score -2699641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2699640.750000 Penalty: 4984.654297
	Iteration 77Q: 3 clusters Score -2699641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2699641.750000 Penalty: 4984.654297
	Iteration 78Q: 3 clusters Score -2699642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2699644.250000 Penalty: 4984.654297
	Iteration 79Q: 3 clusters Score -2699644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2699644.750000 Penalty: 4984.654297
	Iteration 80F: 3 clusters Score -2699645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2699642.750000 Penalty: 4984.654297
	Iteration 81Q: 3 clusters Score -2699643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2699640.500000 Penalty: 4984.654297
	Iteration 82Q: 3 clusters Score -2699640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2699639.750000 Penalty: 4984.654297
	Iteration 83Q: 3 clusters Score -2699640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2699641.000000 Penalty: 4984.654297
	Iteration 84Q: 3 clusters Score -2699641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2699642.500000 Penalty: 4984.654297
	Iteration 85Q: 3 clusters Score -2699642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2699644.750000 Penalty: 4984.654297
	Iteration 86Q: 3 clusters Score -2699645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2699639.000000 Penalty: 4984.654297
	Iteration 87Q: 3 clusters Score -2699639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2699646.000000 Penalty: 4984.654297
	Iteration 88Q: 3 clusters Score -2699646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2699654.750000 Penalty: 4984.654297
	Iteration 89Q: 3 clusters Score -2699655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2699651.500000 Penalty: 4984.654297
	Iteration 90Q: 3 clusters Score -2699652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2699657.500000 Penalty: 4984.654297
	Iteration 91Q: 3 clusters Score -2699658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2699658.000000 Penalty: 4984.654297
	Iteration 92Q: 3 clusters Score -2699658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2699654.750000 Penalty: 4984.654297
	Iteration 93Q: 3 clusters Score -2699655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2699656.750000 Penalty: 4984.654297
	Iteration 94Q: 3 clusters Score -2699657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2699654.750000 Penalty: 4984.654297
	Iteration 95Q: 3 clusters Score -2699655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2699654.750000 Penalty: 4984.654297
	Iteration 96F: 3 clusters Score -2699655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Entering Unmasked Estep 
Score: -1529734.875000 Penalty: 2340.730957
	Iteration 0F: 2 clusters Score -1529735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1520480.875000 Penalty: 4681.461914
	Iteration 0F: 3 clusters Score -1520481 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1523402.000000 Penalty: 4681.461914
	Iteration 1F: 3 clusters Score -1523402 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1524118.125000 Penalty: 4681.461914
	Iteration 2F: 3 clusters Score -1524118 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1525004.125000 Penalty: 4681.461914
	Iteration 3F: 3 clusters Score -1525004 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1525764.625000 Penalty: 4681.461914
	Iteration 4F: 3 clusters Score -1525765 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1526293.000000 Penalty: 4681.461914
	Iteration 5F: 3 clusters Score -1526293 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1526633.500000 Penalty: 4681.461914
	Iteration 6F: 3 clusters Score -1526634 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1526959.250000 Penalty: 4681.461914
	Iteration 7Q: 3 clusters Score -1526959 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1527294.875000 Penalty: 4681.461914
	Iteration 8Q: 3 clusters Score -1527295 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1527624.000000 Penalty: 4681.461914
	Iteration 9Q: 3 clusters Score -1527624 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1527915.000000 Penalty: 4681.461914
	Iteration 10Q: 3 clusters Score -1527915 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1528144.625000 Penalty: 4681.461914
	Iteration 11Q: 3 clusters Score -1528145 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1528350.000000 Penalty: 4681.461914
	Iteration 12Q: 3 clusters Score -1528350 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1528563.125000 Penalty: 4681.461914
	Iteration 13Q: 3 clusters Score -1528563 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1528730.000000 Penalty: 4681.461914
	Iteration 14Q: 3 clusters Score -1528730 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1528861.750000 Penalty: 4681.461914
	Iteration 15Q: 3 clusters Score -1528862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1528969.125000 Penalty: 4681.461914
	Iteration 16Q: 3 clusters Score -1528969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1529042.250000 Penalty: 4681.461914
	Iteration 17Q: 3 clusters Score -1529042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1529086.000000 Penalty: 4681.461914
	Iteration 18Q: 3 clusters Score -1529086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1529109.875000 Penalty: 4681.461914
	Iteration 19Q: 3 clusters Score -1529110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1529133.875000 Penalty: 4681.461914
	Iteration 20F: 3 clusters Score -1529134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1529150.125000 Penalty: 4681.461914
	Iteration 21Q: 3 clusters Score -1529150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1529164.125000 Penalty: 4681.461914
	Iteration 22Q: 3 clusters Score -1529164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1529170.250000 Penalty: 4681.461914
	Iteration 23Q: 3 clusters Score -1529170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1529172.250000 Penalty: 4681.461914
	Iteration 24Q: 3 clusters Score -1529172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1529176.250000 Penalty: 4681.461914
	Iteration 25Q: 3 clusters Score -1529176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1529178.875000 Penalty: 4681.461914
	Iteration 26Q: 3 clusters Score -1529179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1529179.250000 Penalty: 4681.461914
	Iteration 27Q: 3 clusters Score -1529179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1529183.750000 Penalty: 4681.461914
	Iteration 28Q: 3 clusters Score -1529184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1529185.000000 Penalty: 4681.461914
	Iteration 29Q: 3 clusters Score -1529185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1529192.750000 Penalty: 4681.461914
	Iteration 30Q: 3 clusters Score -1529193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1529192.625000 Penalty: 4681.461914
	Iteration 31Q: 3 clusters Score -1529193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1529192.875000 Penalty: 4681.461914
	Iteration 32Q: 3 clusters Score -1529193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1529192.875000 Penalty: 4681.461914
	Iteration 33F: 3 clusters Score -1529193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Entering Unmasked Estep 
Score: -6468655.000000 Penalty: 2688.259766
	Iteration 0F: 2 clusters Score -6468655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6434415.500000 Penalty: 5376.519531
	Iteration 0F: 3 clusters Score -6434416 nChanged 23610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -6447433.000000 Penalty: 5376.519531
	Iteration 1F: 3 clusters Score -6447433 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6447929.000000 Penalty: 5376.519531
	Iteration 2Q: 3 clusters Score -6447929 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -6448546.500000 Penalty: 5376.519531
	Iteration 3Q: 3 clusters Score -6448546 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6449332.500000 Penalty: 5376.519531
	Iteration 4Q: 3 clusters Score -6449332 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -6450430.500000 Penalty: 5376.519531
	Iteration 5Q: 3 clusters Score -6450430 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -6452231.000000 Penalty: 5376.519531
	Iteration 6F: 3 clusters Score -6452231 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -6455129.000000 Penalty: 5376.519531
	Iteration 7F: 3 clusters Score -6455129 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6458939.000000 Penalty: 5376.519531
	Iteration 8F: 3 clusters Score -6458939 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6462545.500000 Penalty: 5376.519531
	Iteration 9F: 3 clusters Score -6462546 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6464764.000000 Penalty: 5376.519531
	Iteration 10Q: 3 clusters Score -6464764 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6465716.000000 Penalty: 5376.519531
	Iteration 11Q: 3 clusters Score -6465716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6466015.000000 Penalty: 5376.519531
	Iteration 12Q: 3 clusters Score -6466015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6466132.000000 Penalty: 5376.519531
	Iteration 13Q: 3 clusters Score -6466132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6466201.000000 Penalty: 5376.519531
	Iteration 14Q: 3 clusters Score -6466201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6466243.500000 Penalty: 5376.519531
	Iteration 15Q: 3 clusters Score -6466244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6466253.000000 Penalty: 5376.519531
	Iteration 16Q: 3 clusters Score -6466253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6466268.000000 Penalty: 5376.519531
	Iteration 17Q: 3 clusters Score -6466268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6466290.000000 Penalty: 5376.519531
	Iteration 18Q: 3 clusters Score -6466290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6466297.000000 Penalty: 5376.519531
	Iteration 19Q: 3 clusters Score -6466297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6466300.500000 Penalty: 5376.519531
	Iteration 20F: 3 clusters Score -6466300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6466307.500000 Penalty: 5376.519531
	Iteration 21Q: 3 clusters Score -6466308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6466308.000000 Penalty: 5376.519531
	Iteration 22Q: 3 clusters Score -6466308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6466315.000000 Penalty: 5376.519531
	Iteration 23Q: 3 clusters Score -6466315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6466319.000000 Penalty: 5376.519531
	Iteration 24Q: 3 clusters Score -6466319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6466319.000000 Penalty: 5376.519531
	Iteration 25F: 3 clusters Score -6466319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -191106.140625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -191106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188685.812500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -188685.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189104.953125 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -189105 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189247.656250 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -189247.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189340.593750 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -189340.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -189405.406250 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -189405.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -189453.703125 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -189453.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -189502.890625 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -189502.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -189548.281250 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -189548.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -189581.843750 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -189581.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -189609.828125 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -189609.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -189625.562500 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -189625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -189631.250000 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -189631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189634.687500 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -189634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189638.640625 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -189638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189641.843750 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -189641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -189647.031250 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -189647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -189657.515625 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -189657.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189674.109375 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -189674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189692.093750 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -189692.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189710.734375 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -189710.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189727.609375 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -189727.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189743.000000 Penalty: 3685.630615
	Iteration 21Q: 3 clusters Score -189743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189757.015625 Penalty: 3685.630615
	Iteration 22Q: 3 clusters Score -189757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189763.187500 Penalty: 3685.630615
	Iteration 23Q: 3 clusters Score -189763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -189765.265625 Penalty: 3685.630615
	Iteration 24Q: 3 clusters Score -189765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189772.312500 Penalty: 3685.630615
	Iteration 25Q: 3 clusters Score -189772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189777.468750 Penalty: 3685.630615
	Iteration 26Q: 3 clusters Score -189777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189779.734375 Penalty: 3685.630615
	Iteration 27Q: 3 clusters Score -189779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189782.109375 Penalty: 3685.630615
	Iteration 28Q: 3 clusters Score -189782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -189785.875000 Penalty: 3685.630615
	Iteration 29Q: 3 clusters Score -189785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -189788.906250 Penalty: 3685.630615
	Iteration 30Q: 3 clusters Score -189788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -189791.140625 Penalty: 3685.630615
	Iteration 31Q: 3 clusters Score -189791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189793.031250 Penalty: 3685.630615
	Iteration 32Q: 3 clusters Score -189793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -189798.156250 Penalty: 3685.630615
	Iteration 33Q: 3 clusters Score -189798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -189801.734375 Penalty: 3685.630615
	Iteration 34Q: 3 clusters Score -189801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -189803.812500 Penalty: 3685.630615
	Iteration 35Q: 3 clusters Score -189803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -189804.796875 Penalty: 3685.630615
	Iteration 36Q: 3 clusters Score -189804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189805.531250 Penalty: 3685.630615
	Iteration 37Q: 3 clusters Score -189805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189805.531250 Penalty: 3685.630615
	Iteration 38F: 3 clusters Score -189805.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -39119.687500 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -39119.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37770.550781 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -37770.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37996.476562 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -37996.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38132.656250 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -38132.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38223.992188 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -38223.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38299.613281 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -38299.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38352.695312 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -38352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38364.476562 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -38364.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38396.800781 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -38396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38433.019531 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -38433.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38483.964844 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -38483.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38604.656250 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -38604.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38709.785156 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -38709.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38742.976562 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -38742.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38770.207031 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -38770.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38787.644531 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -38787.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38817.363281 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -38817.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38842.218750 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -38842.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38874.921875 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -38874.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38889.445312 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -38889.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38929.652344 Penalty: 2984.013916
	Iteration 19Q: 3 clusters Score -38929.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38938.156250 Penalty: 2984.013916
	Iteration 20F: 3 clusters Score -38938.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1931978.250000 Penalty: 2387.596191
	Iteration 0F: 2 clusters Score -1931978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1920959.875000 Penalty: 4775.192383
	Iteration 0F: 3 clusters Score -1920960 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1924430.750000 Penalty: 4775.192383
	Iteration 1F: 3 clusters Score -1924431 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1925012.375000 Penalty: 4775.192383
	Iteration 2F: 3 clusters Score -1925012 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1925684.250000 Penalty: 4775.192383
	Iteration 3F: 3 clusters Score -1925684 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1926418.750000 Penalty: 4775.192383
	Iteration 4F: 3 clusters Score -1926419 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1927291.375000 Penalty: 4775.192383
	Iteration 5F: 3 clusters Score -1927291 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1928281.625000 Penalty: 4775.192383
	Iteration 6F: 3 clusters Score -1928282 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1929236.500000 Penalty: 4775.192383
	Iteration 7F: 3 clusters Score -1929236 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1930024.125000 Penalty: 4775.192383
	Iteration 8F: 3 clusters Score -1930024 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1930590.250000 Penalty: 4775.192383
	Iteration 9F: 3 clusters Score -1930590 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1930982.250000 Penalty: 4775.192383
	Iteration 10Q: 3 clusters Score -1930982 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1931236.375000 Penalty: 4775.192383
	Iteration 11Q: 3 clusters Score -1931236 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1931397.125000 Penalty: 4775.192383
	Iteration 12Q: 3 clusters Score -1931397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1931509.750000 Penalty: 4775.192383
	Iteration 13Q: 3 clusters Score -1931510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1931576.875000 Penalty: 4775.192383
	Iteration 14Q: 3 clusters Score -1931577 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1931628.000000 Penalty: 4775.192383
	Iteration 15Q: 3 clusters Score -1931628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1931665.875000 Penalty: 4775.192383
	Iteration 16Q: 3 clusters Score -1931666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1931686.125000 Penalty: 4775.192383
	Iteration 17Q: 3 clusters Score -1931686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1931703.750000 Penalty: 4775.192383
	Iteration 18Q: 3 clusters Score -1931704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1931710.125000 Penalty: 4775.192383
	Iteration 19Q: 3 clusters Score -1931710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1931724.750000 Penalty: 4775.192383
	Iteration 20F: 3 clusters Score -1931725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1931740.125000 Penalty: 4775.192383
	Iteration 21Q: 3 clusters Score -1931740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1931752.375000 Penalty: 4775.192383
	Iteration 22Q: 3 clusters Score -1931752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1931756.125000 Penalty: 4775.192383
	Iteration 23Q: 3 clusters Score -1931756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1931756.375000 Penalty: 4775.192383
	Iteration 24Q: 3 clusters Score -1931756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1931758.250000 Penalty: 4775.192383
	Iteration 25Q: 3 clusters Score -1931758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1931758.375000 Penalty: 4775.192383
	Iteration 26Q: 3 clusters Score -1931758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1931760.125000 Penalty: 4775.192383
	Iteration 27Q: 3 clusters Score -1931760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1931761.000000 Penalty: 4775.192383
	Iteration 28Q: 3 clusters Score -1931761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1931763.000000 Penalty: 4775.192383
	Iteration 29Q: 3 clusters Score -1931763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1931762.125000 Penalty: 4775.192383
	Iteration 30Q: 3 clusters Score -1931762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1931759.875000 Penalty: 4775.192383
	Iteration 31Q: 3 clusters Score -1931760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1931761.500000 Penalty: 4775.192383
	Iteration 32Q: 3 clusters Score -1931762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1931760.750000 Penalty: 4775.192383
	Iteration 33Q: 3 clusters Score -1931761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1931766.375000 Penalty: 4775.192383
	Iteration 34Q: 3 clusters Score -1931766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1931767.000000 Penalty: 4775.192383
	Iteration 35Q: 3 clusters Score -1931767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1931767.000000 Penalty: 4775.192383
	Iteration 36F: 3 clusters Score -1931767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Entering Unmasked Estep 
Score: -22214220.000000 Penalty: 2998.332275
	Iteration 0F: 2 clusters Score -2.221422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -22095534.000000 Penalty: 5996.664551
	Iteration 0F: 3 clusters Score -2.209553e+07 nChanged 85500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -22145538.000000 Penalty: 5996.664551
	Iteration 1F: 3 clusters Score -2.214554e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -22146906.000000 Penalty: 5996.664551
	Iteration 2Q: 3 clusters Score -2.214691e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -22148580.000000 Penalty: 5996.664551
	Iteration 3Q: 3 clusters Score -2.214858e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -22150710.000000 Penalty: 5996.664551
	Iteration 4Q: 3 clusters Score -2.215071e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -22153422.000000 Penalty: 5996.664551
	Iteration 5Q: 3 clusters Score -2.215342e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -22157370.000000 Penalty: 5996.664551
	Iteration 6Q: 3 clusters Score -2.215737e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -22162396.000000 Penalty: 5996.664551
	Iteration 7F: 3 clusters Score -2.21624e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -22168728.000000 Penalty: 5996.664551
	Iteration 8F: 3 clusters Score -2.216873e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -22175988.000000 Penalty: 5996.664551
	Iteration 9F: 3 clusters Score -2.217599e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -22181780.000000 Penalty: 5996.664551
	Iteration 10F: 3 clusters Score -2.218178e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -22185504.000000 Penalty: 5996.664551
	Iteration 11Q: 3 clusters Score -2.21855e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -22187534.000000 Penalty: 5996.664551
	Iteration 12Q: 3 clusters Score -2.218753e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -22188782.000000 Penalty: 5996.664551
	Iteration 13Q: 3 clusters Score -2.218878e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -22189614.000000 Penalty: 5996.664551
	Iteration 14Q: 3 clusters Score -2.218961e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -22190364.000000 Penalty: 5996.664551
	Iteration 15Q: 3 clusters Score -2.219036e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -22190854.000000 Penalty: 5996.664551
	Iteration 16Q: 3 clusters Score -2.219085e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -22191268.000000 Penalty: 5996.664551
	Iteration 17Q: 3 clusters Score -2.219127e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -22191706.000000 Penalty: 5996.664551
	Iteration 18Q: 3 clusters Score -2.219171e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -22192210.000000 Penalty: 5996.664551
	Iteration 19Q: 3 clusters Score -2.219221e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -22192658.000000 Penalty: 5996.664551
	Iteration 20F: 3 clusters Score -2.219266e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 132133 members 
Entering Unmasked Estep 
Score: -22193264.000000 Penalty: 5996.664551
	Iteration 21Q: 3 clusters Score -2.219326e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -22193934.000000 Penalty: 5996.664551
	Iteration 22Q: 3 clusters Score -2.219393e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -22194752.000000 Penalty: 5996.664551
	Iteration 23Q: 3 clusters Score -2.219475e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -22195684.000000 Penalty: 5996.664551
	Iteration 24Q: 3 clusters Score -2.219568e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -22196654.000000 Penalty: 5996.664551
	Iteration 25Q: 3 clusters Score -2.219665e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -22197788.000000 Penalty: 5996.664551
	Iteration 26Q: 3 clusters Score -2.219779e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -22199252.000000 Penalty: 5996.664551
	Iteration 27Q: 3 clusters Score -2.219925e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -22200846.000000 Penalty: 5996.664551
	Iteration 28Q: 3 clusters Score -2.220085e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -22202662.000000 Penalty: 5996.664551
	Iteration 29Q: 3 clusters Score -2.220266e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -22204816.000000 Penalty: 5996.664551
	Iteration 30Q: 3 clusters Score -2.220482e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -22206868.000000 Penalty: 5996.664551
	Iteration 31Q: 3 clusters Score -2.220687e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 162534 members 
Entering Unmasked Estep 
Score: -22208284.000000 Penalty: 5996.664551
	Iteration 32Q: 3 clusters Score -2.220828e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -22209206.000000 Penalty: 5996.664551
	Iteration 33Q: 3 clusters Score -2.220921e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -22209848.000000 Penalty: 5996.664551
	Iteration 34Q: 3 clusters Score -2.220985e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -22210170.000000 Penalty: 5996.664551
	Iteration 35Q: 3 clusters Score -2.221017e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 166654 members 
Entering Unmasked Estep 
Score: -22210492.000000 Penalty: 5996.664551
	Iteration 36Q: 3 clusters Score -2.221049e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -22210764.000000 Penalty: 5996.664551
	Iteration 37Q: 3 clusters Score -2.221076e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 167818 members 
Entering Unmasked Estep 
Score: -22210852.000000 Penalty: 5996.664551
	Iteration 38Q: 3 clusters Score -2.221085e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 168356 members 
Entering Unmasked Estep 
Score: -22211050.000000 Penalty: 5996.664551
	Iteration 39Q: 3 clusters Score -2.221105e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 168847 members 
Entering Unmasked Estep 
Score: -22211252.000000 Penalty: 5996.664551
	Iteration 40F: 3 clusters Score -2.221125e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -22211350.000000 Penalty: 5996.664551
	Iteration 41Q: 3 clusters Score -2.221135e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 169661 members 
Entering Unmasked Estep 
Score: -22211478.000000 Penalty: 5996.664551
	Iteration 42Q: 3 clusters Score -2.221148e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -22211504.000000 Penalty: 5996.664551
	Iteration 43Q: 3 clusters Score -2.22115e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 170328 members 
Entering Unmasked Estep 
Score: -22211560.000000 Penalty: 5996.664551
	Iteration 44Q: 3 clusters Score -2.221156e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 170624 members 
Entering Unmasked Estep 
Score: -22211680.000000 Penalty: 5996.664551
	Iteration 45Q: 3 clusters Score -2.221168e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -22211712.000000 Penalty: 5996.664551
	Iteration 46Q: 3 clusters Score -2.221171e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -22211742.000000 Penalty: 5996.664551
	Iteration 47Q: 3 clusters Score -2.221174e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -22211822.000000 Penalty: 5996.664551
	Iteration 48Q: 3 clusters Score -2.221182e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -22211888.000000 Penalty: 5996.664551
	Iteration 49Q: 3 clusters Score -2.221189e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -22211938.000000 Penalty: 5996.664551
	Iteration 50Q: 3 clusters Score -2.221194e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 172144 members 
Entering Unmasked Estep 
Score: -22211988.000000 Penalty: 5996.664551
	Iteration 51Q: 3 clusters Score -2.221199e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 172321 members 
Entering Unmasked Estep 
Score: -22212086.000000 Penalty: 5996.664551
	Iteration 52Q: 3 clusters Score -2.221209e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -22212122.000000 Penalty: 5996.664551
	Iteration 53Q: 3 clusters Score -2.221212e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -22212104.000000 Penalty: 5996.664551
	Iteration 54Q: 3 clusters Score -2.22121e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -22212142.000000 Penalty: 5996.664551
	Iteration 55Q: 3 clusters Score -2.221214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -22212220.000000 Penalty: 5996.664551
	Iteration 56Q: 3 clusters Score -2.221222e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -22212186.000000 Penalty: 5996.664551
	Iteration 57Q: 3 clusters Score -2.221219e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -22212170.000000 Penalty: 5996.664551
	Iteration 58Q: 3 clusters Score -2.221217e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -22212166.000000 Penalty: 5996.664551
	Iteration 59Q: 3 clusters Score -2.221217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -22212190.000000 Penalty: 5996.664551
	Iteration 60F: 3 clusters Score -2.221219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 173145 members 
Entering Unmasked Estep 
Score: -22212172.000000 Penalty: 5996.664551
	Iteration 61Q: 3 clusters Score -2.221217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 173188 members 
Entering Unmasked Estep 
Score: -22212192.000000 Penalty: 5996.664551
	Iteration 62Q: 3 clusters Score -2.221219e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -22212178.000000 Penalty: 5996.664551
	Iteration 63Q: 3 clusters Score -2.221218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -22212170.000000 Penalty: 5996.664551
	Iteration 64Q: 3 clusters Score -2.221217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 173322 members 
Entering Unmasked Estep 
Score: -22212160.000000 Penalty: 5996.664551
	Iteration 65Q: 3 clusters Score -2.221216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 173367 members 
Entering Unmasked Estep 
Score: -22212150.000000 Penalty: 5996.664551
	Iteration 66Q: 3 clusters Score -2.221215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 173401 members 
Entering Unmasked Estep 
Score: -22212176.000000 Penalty: 5996.664551
	Iteration 67Q: 3 clusters Score -2.221218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22212186.000000 Penalty: 5996.664551
	Iteration 68Q: 3 clusters Score -2.221219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -22212186.000000 Penalty: 5996.664551
	Iteration 69Q: 3 clusters Score -2.221219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -22212162.000000 Penalty: 5996.664551
	Iteration 70Q: 3 clusters Score -2.221216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -22212154.000000 Penalty: 5996.664551
	Iteration 71Q: 3 clusters Score -2.221215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -22212164.000000 Penalty: 5996.664551
	Iteration 72Q: 3 clusters Score -2.221216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 173592 members 
Entering Unmasked Estep 
Score: -22212192.000000 Penalty: 5996.664551
	Iteration 73Q: 3 clusters Score -2.221219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -22212224.000000 Penalty: 5996.664551
	Iteration 74Q: 3 clusters Score -2.221222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -22212220.000000 Penalty: 5996.664551
	Iteration 75Q: 3 clusters Score -2.221222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -22212242.000000 Penalty: 5996.664551
	Iteration 76Q: 3 clusters Score -2.221224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 173662 members 
Entering Unmasked Estep 
Score: -22212238.000000 Penalty: 5996.664551
	Iteration 77Q: 3 clusters Score -2.221224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -22212248.000000 Penalty: 5996.664551
	Iteration 78Q: 3 clusters Score -2.221225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 173676 members 
Entering Unmasked Estep 
Score: -22212242.000000 Penalty: 5996.664551
	Iteration 79Q: 3 clusters Score -2.221224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -22212238.000000 Penalty: 5996.664551
	Iteration 80F: 3 clusters Score -2.221224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 173693 members 
Entering Unmasked Estep 
Score: -22212250.000000 Penalty: 5996.664551
	Iteration 81Q: 3 clusters Score -2.221225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 173700 members 
Entering Unmasked Estep 
Score: -22212252.000000 Penalty: 5996.664551
	Iteration 82Q: 3 clusters Score -2.221225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -22212246.000000 Penalty: 5996.664551
	Iteration 83Q: 3 clusters Score -2.221225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 173714 members 
Entering Unmasked Estep 
Score: -22212256.000000 Penalty: 5996.664551
	Iteration 84Q: 3 clusters Score -2.221226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 173721 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 85Q: 3 clusters Score -2.221225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -22212256.000000 Penalty: 5996.664551
	Iteration 86Q: 3 clusters Score -2.221226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 87Q: 3 clusters Score -2.221225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -22212262.000000 Penalty: 5996.664551
	Iteration 88Q: 3 clusters Score -2.221226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -22212256.000000 Penalty: 5996.664551
	Iteration 89Q: 3 clusters Score -2.221226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 173749 members 
Entering Unmasked Estep 
Score: -22212250.000000 Penalty: 5996.664551
	Iteration 90Q: 3 clusters Score -2.221225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 173758 members 
Entering Unmasked Estep 
Score: -22212236.000000 Penalty: 5996.664551
	Iteration 91Q: 3 clusters Score -2.221224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -22212214.000000 Penalty: 5996.664551
	Iteration 92Q: 3 clusters Score -2.221221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -22212222.000000 Penalty: 5996.664551
	Iteration 93Q: 3 clusters Score -2.221222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 173790 members 
Entering Unmasked Estep 
Score: -22212224.000000 Penalty: 5996.664551
	Iteration 94Q: 3 clusters Score -2.221222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -22212214.000000 Penalty: 5996.664551
	Iteration 95Q: 3 clusters Score -2.221221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -22212222.000000 Penalty: 5996.664551
	Iteration 96Q: 3 clusters Score -2.221222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -22212236.000000 Penalty: 5996.664551
	Iteration 97Q: 3 clusters Score -2.221224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -22212246.000000 Penalty: 5996.664551
	Iteration 98Q: 3 clusters Score -2.221225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -22212238.000000 Penalty: 5996.664551
	Iteration 99Q: 3 clusters Score -2.221224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -22212238.000000 Penalty: 5996.664551
	Iteration 100F: 3 clusters Score -2.221224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -22212242.000000 Penalty: 5996.664551
	Iteration 101Q: 3 clusters Score -2.221224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -22212244.000000 Penalty: 5996.664551
	Iteration 102Q: 3 clusters Score -2.221224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -22212250.000000 Penalty: 5996.664551
	Iteration 103Q: 3 clusters Score -2.221225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 173854 members 
Entering Unmasked Estep 
Score: -22212252.000000 Penalty: 5996.664551
	Iteration 104Q: 3 clusters Score -2.221225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -22212248.000000 Penalty: 5996.664551
	Iteration 105Q: 3 clusters Score -2.221225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -22212262.000000 Penalty: 5996.664551
	Iteration 106Q: 3 clusters Score -2.221226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 107Q: 3 clusters Score -2.221225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 108Q: 3 clusters Score -2.221225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -22212252.000000 Penalty: 5996.664551
	Iteration 109Q: 3 clusters Score -2.221225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -22212252.000000 Penalty: 5996.664551
	Iteration 110Q: 3 clusters Score -2.221225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 111Q: 3 clusters Score -2.221225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 112Q: 3 clusters Score -2.221225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 173872 members 
Entering Unmasked Estep 
Score: -22212254.000000 Penalty: 5996.664551
	Iteration 113F: 3 clusters Score -2.221225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2169499.250000 Penalty: 2422.566162
	Iteration 0F: 2 clusters Score -2169499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2157161.750000 Penalty: 4845.132324
	Iteration 0F: 3 clusters Score -2157162 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2161137.500000 Penalty: 4845.132324
	Iteration 1F: 3 clusters Score -2161138 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2161564.750000 Penalty: 4845.132324
	Iteration 2F: 3 clusters Score -2161565 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2161935.500000 Penalty: 4845.132324
	Iteration 3F: 3 clusters Score -2161936 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2162262.250000 Penalty: 4845.132324
	Iteration 4Q: 3 clusters Score -2162262 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2162665.000000 Penalty: 4845.132324
	Iteration 5Q: 3 clusters Score -2162665 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2163172.250000 Penalty: 4845.132324
	Iteration 6Q: 3 clusters Score -2163172 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2163851.250000 Penalty: 4845.132324
	Iteration 7F: 3 clusters Score -2163851 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2164671.250000 Penalty: 4845.132324
	Iteration 8F: 3 clusters Score -2164671 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2165562.500000 Penalty: 4845.132324
	Iteration 9F: 3 clusters Score -2165562 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2166363.500000 Penalty: 4845.132324
	Iteration 10F: 3 clusters Score -2166364 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2166944.000000 Penalty: 4845.132324
	Iteration 11F: 3 clusters Score -2166944 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2167336.250000 Penalty: 4845.132324
	Iteration 12Q: 3 clusters Score -2167336 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2167609.250000 Penalty: 4845.132324
	Iteration 13Q: 3 clusters Score -2167609 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2167829.500000 Penalty: 4845.132324
	Iteration 14Q: 3 clusters Score -2167830 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2167992.250000 Penalty: 4845.132324
	Iteration 15Q: 3 clusters Score -2167992 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2168112.500000 Penalty: 4845.132324
	Iteration 16Q: 3 clusters Score -2168112 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2168218.250000 Penalty: 4845.132324
	Iteration 17Q: 3 clusters Score -2168218 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2168295.000000 Penalty: 4845.132324
	Iteration 18Q: 3 clusters Score -2168295 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2168344.000000 Penalty: 4845.132324
	Iteration 19Q: 3 clusters Score -2168344 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2168393.500000 Penalty: 4845.132324
	Iteration 20F: 3 clusters Score -2168394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2168411.750000 Penalty: 4845.132324
	Iteration 21Q: 3 clusters Score -2168412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2168429.250000 Penalty: 4845.132324
	Iteration 22Q: 3 clusters Score -2168429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2168441.500000 Penalty: 4845.132324
	Iteration 23Q: 3 clusters Score -2168442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2168455.500000 Penalty: 4845.132324
	Iteration 24Q: 3 clusters Score -2168456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2168461.500000 Penalty: 4845.132324
	Iteration 25Q: 3 clusters Score -2168462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2168470.750000 Penalty: 4845.132324
	Iteration 26Q: 3 clusters Score -2168471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2168477.250000 Penalty: 4845.132324
	Iteration 27Q: 3 clusters Score -2168477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2168483.500000 Penalty: 4845.132324
	Iteration 28Q: 3 clusters Score -2168484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2168487.500000 Penalty: 4845.132324
	Iteration 29Q: 3 clusters Score -2168488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2168492.250000 Penalty: 4845.132324
	Iteration 30Q: 3 clusters Score -2168492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2168497.750000 Penalty: 4845.132324
	Iteration 31Q: 3 clusters Score -2168498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2168498.000000 Penalty: 4845.132324
	Iteration 32Q: 3 clusters Score -2168498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2168501.000000 Penalty: 4845.132324
	Iteration 33Q: 3 clusters Score -2168501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2168507.250000 Penalty: 4845.132324
	Iteration 34Q: 3 clusters Score -2168507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2168510.250000 Penalty: 4845.132324
	Iteration 35Q: 3 clusters Score -2168510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2168510.000000 Penalty: 4845.132324
	Iteration 36Q: 3 clusters Score -2168510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2168517.250000 Penalty: 4845.132324
	Iteration 37Q: 3 clusters Score -2168517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2168516.750000 Penalty: 4845.132324
	Iteration 38Q: 3 clusters Score -2168517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2168519.250000 Penalty: 4845.132324
	Iteration 39Q: 3 clusters Score -2168519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2168519.250000 Penalty: 4845.132324
	Iteration 40F: 3 clusters Score -2168519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Entering Unmasked Estep 
Score: -4884785.000000 Penalty: 2623.719238
	Iteration 0F: 2 clusters Score -4884785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4857975.500000 Penalty: 5247.438477
	Iteration 0F: 3 clusters Score -4857976 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4868282.000000 Penalty: 5247.438477
	Iteration 1F: 3 clusters Score -4868282 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4869184.000000 Penalty: 5247.438477
	Iteration 2F: 3 clusters Score -4869184 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -4870453.500000 Penalty: 5247.438477
	Iteration 3F: 3 clusters Score -4870454 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4872140.000000 Penalty: 5247.438477
	Iteration 4F: 3 clusters Score -4872140 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4874163.500000 Penalty: 5247.438477
	Iteration 5F: 3 clusters Score -4874164 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4876211.000000 Penalty: 5247.438477
	Iteration 6F: 3 clusters Score -4876211 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4878013.500000 Penalty: 5247.438477
	Iteration 7F: 3 clusters Score -4878014 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4879399.500000 Penalty: 5247.438477
	Iteration 8F: 3 clusters Score -4879400 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4880394.000000 Penalty: 5247.438477
	Iteration 9Q: 3 clusters Score -4880394 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4881081.500000 Penalty: 5247.438477
	Iteration 10Q: 3 clusters Score -4881082 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4881628.500000 Penalty: 5247.438477
	Iteration 11Q: 3 clusters Score -4881628 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4881908.000000 Penalty: 5247.438477
	Iteration 12Q: 3 clusters Score -4881908 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4882078.000000 Penalty: 5247.438477
	Iteration 13Q: 3 clusters Score -4882078 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4882233.500000 Penalty: 5247.438477
	Iteration 14Q: 3 clusters Score -4882234 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4882336.000000 Penalty: 5247.438477
	Iteration 15Q: 3 clusters Score -4882336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4882407.500000 Penalty: 5247.438477
	Iteration 16Q: 3 clusters Score -4882408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4882485.000000 Penalty: 5247.438477
	Iteration 17Q: 3 clusters Score -4882485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4882517.500000 Penalty: 5247.438477
	Iteration 18Q: 3 clusters Score -4882518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4882551.500000 Penalty: 5247.438477
	Iteration 19Q: 3 clusters Score -4882552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4882562.000000 Penalty: 5247.438477
	Iteration 20F: 3 clusters Score -4882562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4882580.500000 Penalty: 5247.438477
	Iteration 21Q: 3 clusters Score -4882580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4882601.500000 Penalty: 5247.438477
	Iteration 22Q: 3 clusters Score -4882602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4882614.000000 Penalty: 5247.438477
	Iteration 23Q: 3 clusters Score -4882614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4882641.500000 Penalty: 5247.438477
	Iteration 24Q: 3 clusters Score -4882642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4882661.000000 Penalty: 5247.438477
	Iteration 25Q: 3 clusters Score -4882661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4882674.500000 Penalty: 5247.438477
	Iteration 26Q: 3 clusters Score -4882674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -4882683.500000 Penalty: 5247.438477
	Iteration 27Q: 3 clusters Score -4882684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -4882700.000000 Penalty: 5247.438477
	Iteration 28Q: 3 clusters Score -4882700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4882699.500000 Penalty: 5247.438477
	Iteration 29Q: 3 clusters Score -4882700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -4882705.500000 Penalty: 5247.438477
	Iteration 30Q: 3 clusters Score -4882706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4882710.500000 Penalty: 5247.438477
	Iteration 31Q: 3 clusters Score -4882710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4882717.000000 Penalty: 5247.438477
	Iteration 32Q: 3 clusters Score -4882717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4882723.000000 Penalty: 5247.438477
	Iteration 33Q: 3 clusters Score -4882723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -4882725.500000 Penalty: 5247.438477
	Iteration 34Q: 3 clusters Score -4882726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4882724.500000 Penalty: 5247.438477
	Iteration 35Q: 3 clusters Score -4882724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -4882720.500000 Penalty: 5247.438477
	Iteration 36Q: 3 clusters Score -4882720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4882724.500000 Penalty: 5247.438477
	Iteration 37Q: 3 clusters Score -4882724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4882728.000000 Penalty: 5247.438477
	Iteration 38Q: 3 clusters Score -4882728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4882726.000000 Penalty: 5247.438477
	Iteration 39Q: 3 clusters Score -4882726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4882728.500000 Penalty: 5247.438477
	Iteration 40F: 3 clusters Score -4882728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1540748.875000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1540749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1531438.250000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1531438 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1535176.875000 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1535177 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1536520.375000 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1536520 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1537791.625000 Penalty: 4690.422852
	Iteration 3F: 3 clusters Score -1537792 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1538857.625000 Penalty: 4690.422852
	Iteration 4F: 3 clusters Score -1538858 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1539606.500000 Penalty: 4690.422852
	Iteration 5F: 3 clusters Score -1539606 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1540083.750000 Penalty: 4690.422852
	Iteration 6Q: 3 clusters Score -1540084 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1540323.875000 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1540324 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1540464.375000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1540464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1540531.000000 Penalty: 4690.422852
	Iteration 9Q: 3 clusters Score -1540531 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1540573.000000 Penalty: 4690.422852
	Iteration 10Q: 3 clusters Score -1540573 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1540596.000000 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1540596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1540633.500000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1540634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1540676.500000 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1540676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1540747.625000 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1540748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1540829.000000 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1540829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1540902.000000 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1540902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1540988.250000 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1540988 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1541062.250000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1541062 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1541129.625000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1541130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1541188.125000 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1541188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1541231.375000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1541231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1541278.625000 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1541279 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1541326.125000 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1541326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1541372.625000 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1541373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1541410.250000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1541410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1541454.875000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1541455 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1541492.000000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1541492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1541531.750000 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1541532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1541568.875000 Penalty: 4690.422852
	Iteration 29Q: 3 clusters Score -1541569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1541596.125000 Penalty: 4690.422852
	Iteration 30Q: 3 clusters Score -1541596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1541611.250000 Penalty: 4690.422852
	Iteration 31Q: 3 clusters Score -1541611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1541617.500000 Penalty: 4690.422852
	Iteration 32Q: 3 clusters Score -1541618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1541630.250000 Penalty: 4690.422852
	Iteration 33Q: 3 clusters Score -1541630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1541644.000000 Penalty: 4690.422852
	Iteration 34Q: 3 clusters Score -1541644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1541649.125000 Penalty: 4690.422852
	Iteration 35Q: 3 clusters Score -1541649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1541652.250000 Penalty: 4690.422852
	Iteration 36Q: 3 clusters Score -1541652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1541661.500000 Penalty: 4690.422852
	Iteration 37Q: 3 clusters Score -1541662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1541663.875000 Penalty: 4690.422852
	Iteration 38Q: 3 clusters Score -1541664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1541662.625000 Penalty: 4690.422852
	Iteration 39Q: 3 clusters Score -1541663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1541668.125000 Penalty: 4690.422852
	Iteration 40F: 3 clusters Score -1541668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1541672.875000 Penalty: 4690.422852
	Iteration 41Q: 3 clusters Score -1541673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1541678.000000 Penalty: 4690.422852
	Iteration 42Q: 3 clusters Score -1541678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1541678.625000 Penalty: 4690.422852
	Iteration 43Q: 3 clusters Score -1541679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1541682.000000 Penalty: 4690.422852
	Iteration 44Q: 3 clusters Score -1541682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1541689.125000 Penalty: 4690.422852
	Iteration 45Q: 3 clusters Score -1541689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1541686.875000 Penalty: 4690.422852
	Iteration 46Q: 3 clusters Score -1541687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1541691.750000 Penalty: 4690.422852
	Iteration 47Q: 3 clusters Score -1541692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1541688.500000 Penalty: 4690.422852
	Iteration 48Q: 3 clusters Score -1541688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1541688.250000 Penalty: 4690.422852
	Iteration 49Q: 3 clusters Score -1541688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1541688.375000 Penalty: 4690.422852
	Iteration 50Q: 3 clusters Score -1541688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1541688.500000 Penalty: 4690.422852
	Iteration 51Q: 3 clusters Score -1541688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1541690.750000 Penalty: 4690.422852
	Iteration 52Q: 3 clusters Score -1541691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1541690.625000 Penalty: 4690.422852
	Iteration 53Q: 3 clusters Score -1541691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1541693.250000 Penalty: 4690.422852
	Iteration 54Q: 3 clusters Score -1541693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1541693.250000 Penalty: 4690.422852
	Iteration 55F: 3 clusters Score -1541693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 23149 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51009 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178091 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 39321 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 17388 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156606 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29855 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22574 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 27338 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7528 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14554 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334144 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35157 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4897 members 
Mstep: Class 48 contains 2720 members 
Mstep: Class 49 contains 6037 members 
Entering Unmasked Estep 
Score: -142022976.000000 Penalty: 169800.968750
Splitting cluster 11 changes total score from -142023136.000000 to -142022976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -2214655.250000 Penalty: 2421.356689
	Iteration 0F: 2 clusters Score -2214655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2202198.250000 Penalty: 4842.713379
	Iteration 0F: 3 clusters Score -2202198 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2206223.000000 Penalty: 4842.713379
	Iteration 1F: 3 clusters Score -2206223 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2206635.500000 Penalty: 4842.713379
	Iteration 2F: 3 clusters Score -2206636 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2206983.500000 Penalty: 4842.713379
	Iteration 3F: 3 clusters Score -2206984 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2207263.750000 Penalty: 4842.713379
	Iteration 4Q: 3 clusters Score -2207264 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2207508.250000 Penalty: 4842.713379
	Iteration 5Q: 3 clusters Score -2207508 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2207787.250000 Penalty: 4842.713379
	Iteration 6Q: 3 clusters Score -2207787 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2208107.000000 Penalty: 4842.713379
	Iteration 7Q: 3 clusters Score -2208107 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2208436.250000 Penalty: 4842.713379
	Iteration 8Q: 3 clusters Score -2208436 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2208768.500000 Penalty: 4842.713379
	Iteration 9Q: 3 clusters Score -2208768 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2209100.000000 Penalty: 4842.713379
	Iteration 10Q: 3 clusters Score -2209100 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2209414.750000 Penalty: 4842.713379
	Iteration 11Q: 3 clusters Score -2209415 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2209716.500000 Penalty: 4842.713379
	Iteration 12Q: 3 clusters Score -2209716 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2210047.750000 Penalty: 4842.713379
	Iteration 13Q: 3 clusters Score -2210048 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2210386.250000 Penalty: 4842.713379
	Iteration 14Q: 3 clusters Score -2210386 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2210704.500000 Penalty: 4842.713379
	Iteration 15Q: 3 clusters Score -2210704 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2210950.750000 Penalty: 4842.713379
	Iteration 16Q: 3 clusters Score -2210951 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2211126.250000 Penalty: 4842.713379
	Iteration 17Q: 3 clusters Score -2211126 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2211275.000000 Penalty: 4842.713379
	Iteration 18Q: 3 clusters Score -2211275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2211357.750000 Penalty: 4842.713379
	Iteration 19Q: 3 clusters Score -2211358 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2211420.250000 Penalty: 4842.713379
	Iteration 20F: 3 clusters Score -2211420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2211477.250000 Penalty: 4842.713379
	Iteration 21Q: 3 clusters Score -2211477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2211506.500000 Penalty: 4842.713379
	Iteration 22Q: 3 clusters Score -2211506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2211540.500000 Penalty: 4842.713379
	Iteration 23Q: 3 clusters Score -2211540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2211564.250000 Penalty: 4842.713379
	Iteration 24Q: 3 clusters Score -2211564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2211587.250000 Penalty: 4842.713379
	Iteration 25Q: 3 clusters Score -2211587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2211616.000000 Penalty: 4842.713379
	Iteration 26Q: 3 clusters Score -2211616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2211635.250000 Penalty: 4842.713379
	Iteration 27Q: 3 clusters Score -2211635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2211656.500000 Penalty: 4842.713379
	Iteration 28Q: 3 clusters Score -2211656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2211677.500000 Penalty: 4842.713379
	Iteration 29Q: 3 clusters Score -2211678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2211691.750000 Penalty: 4842.713379
	Iteration 30Q: 3 clusters Score -2211692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2211713.500000 Penalty: 4842.713379
	Iteration 31Q: 3 clusters Score -2211714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2211732.250000 Penalty: 4842.713379
	Iteration 32Q: 3 clusters Score -2211732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2211754.000000 Penalty: 4842.713379
	Iteration 33Q: 3 clusters Score -2211754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2211771.250000 Penalty: 4842.713379
	Iteration 34Q: 3 clusters Score -2211771 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2211789.000000 Penalty: 4842.713379
	Iteration 35Q: 3 clusters Score -2211789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2211811.000000 Penalty: 4842.713379
	Iteration 36Q: 3 clusters Score -2211811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2211825.750000 Penalty: 4842.713379
	Iteration 37Q: 3 clusters Score -2211826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2211843.750000 Penalty: 4842.713379
	Iteration 38Q: 3 clusters Score -2211844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2211853.750000 Penalty: 4842.713379
	Iteration 39Q: 3 clusters Score -2211854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2211870.750000 Penalty: 4842.713379
	Iteration 40F: 3 clusters Score -2211871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2211898.000000 Penalty: 4842.713379
	Iteration 41Q: 3 clusters Score -2211898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2211906.000000 Penalty: 4842.713379
	Iteration 42Q: 3 clusters Score -2211906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2211928.250000 Penalty: 4842.713379
	Iteration 43Q: 3 clusters Score -2211928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2211947.500000 Penalty: 4842.713379
	Iteration 44Q: 3 clusters Score -2211948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2211958.750000 Penalty: 4842.713379
	Iteration 45Q: 3 clusters Score -2211959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2211970.500000 Penalty: 4842.713379
	Iteration 46Q: 3 clusters Score -2211970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2211985.750000 Penalty: 4842.713379
	Iteration 47Q: 3 clusters Score -2211986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2212000.250000 Penalty: 4842.713379
	Iteration 48Q: 3 clusters Score -2212000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2212020.000000 Penalty: 4842.713379
	Iteration 49Q: 3 clusters Score -2212020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2212042.250000 Penalty: 4842.713379
	Iteration 50Q: 3 clusters Score -2212042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2212047.750000 Penalty: 4842.713379
	Iteration 51Q: 3 clusters Score -2212048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2212057.500000 Penalty: 4842.713379
	Iteration 52Q: 3 clusters Score -2212058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2212072.000000 Penalty: 4842.713379
	Iteration 53Q: 3 clusters Score -2212072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2212092.750000 Penalty: 4842.713379
	Iteration 54Q: 3 clusters Score -2212093 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2212121.750000 Penalty: 4842.713379
	Iteration 55Q: 3 clusters Score -2212122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2212140.250000 Penalty: 4842.713379
	Iteration 56Q: 3 clusters Score -2212140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2212153.000000 Penalty: 4842.713379
	Iteration 57Q: 3 clusters Score -2212153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2212173.750000 Penalty: 4842.713379
	Iteration 58Q: 3 clusters Score -2212174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2212194.000000 Penalty: 4842.713379
	Iteration 59Q: 3 clusters Score -2212194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2212207.000000 Penalty: 4842.713379
	Iteration 60F: 3 clusters Score -2212207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2212220.500000 Penalty: 4842.713379
	Iteration 61Q: 3 clusters Score -2212220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2212226.000000 Penalty: 4842.713379
	Iteration 62Q: 3 clusters Score -2212226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2212252.000000 Penalty: 4842.713379
	Iteration 63Q: 3 clusters Score -2212252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2212260.750000 Penalty: 4842.713379
	Iteration 64Q: 3 clusters Score -2212261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2212266.250000 Penalty: 4842.713379
	Iteration 65Q: 3 clusters Score -2212266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2212274.250000 Penalty: 4842.713379
	Iteration 66Q: 3 clusters Score -2212274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2212283.000000 Penalty: 4842.713379
	Iteration 67Q: 3 clusters Score -2212283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2212298.250000 Penalty: 4842.713379
	Iteration 68Q: 3 clusters Score -2212298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2212312.500000 Penalty: 4842.713379
	Iteration 69Q: 3 clusters Score -2212312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2212309.000000 Penalty: 4842.713379
	Iteration 70Q: 3 clusters Score -2212309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2212313.250000 Penalty: 4842.713379
	Iteration 71Q: 3 clusters Score -2212313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2212323.750000 Penalty: 4842.713379
	Iteration 72Q: 3 clusters Score -2212324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2212335.500000 Penalty: 4842.713379
	Iteration 73Q: 3 clusters Score -2212336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2212342.500000 Penalty: 4842.713379
	Iteration 74Q: 3 clusters Score -2212342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2212352.500000 Penalty: 4842.713379
	Iteration 75Q: 3 clusters Score -2212352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2212363.250000 Penalty: 4842.713379
	Iteration 76Q: 3 clusters Score -2212363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2212363.500000 Penalty: 4842.713379
	Iteration 77Q: 3 clusters Score -2212364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2212369.750000 Penalty: 4842.713379
	Iteration 78Q: 3 clusters Score -2212370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2212381.500000 Penalty: 4842.713379
	Iteration 79Q: 3 clusters Score -2212382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2212391.500000 Penalty: 4842.713379
	Iteration 80F: 3 clusters Score -2212392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2212401.250000 Penalty: 4842.713379
	Iteration 81Q: 3 clusters Score -2212401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2212405.750000 Penalty: 4842.713379
	Iteration 82Q: 3 clusters Score -2212406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2212420.000000 Penalty: 4842.713379
	Iteration 83Q: 3 clusters Score -2212420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2212426.250000 Penalty: 4842.713379
	Iteration 84Q: 3 clusters Score -2212426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2212429.750000 Penalty: 4842.713379
	Iteration 85Q: 3 clusters Score -2212430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2212436.000000 Penalty: 4842.713379
	Iteration 86Q: 3 clusters Score -2212436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2212440.500000 Penalty: 4842.713379
	Iteration 87Q: 3 clusters Score -2212440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2212446.250000 Penalty: 4842.713379
	Iteration 88Q: 3 clusters Score -2212446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2212452.250000 Penalty: 4842.713379
	Iteration 89Q: 3 clusters Score -2212452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2212462.500000 Penalty: 4842.713379
	Iteration 90Q: 3 clusters Score -2212462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2212465.250000 Penalty: 4842.713379
	Iteration 91Q: 3 clusters Score -2212465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2212469.500000 Penalty: 4842.713379
	Iteration 92Q: 3 clusters Score -2212470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2212474.000000 Penalty: 4842.713379
	Iteration 93Q: 3 clusters Score -2212474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2212476.750000 Penalty: 4842.713379
	Iteration 94Q: 3 clusters Score -2212477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2212481.750000 Penalty: 4842.713379
	Iteration 95Q: 3 clusters Score -2212482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2212481.250000 Penalty: 4842.713379
	Iteration 96Q: 3 clusters Score -2212481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2212491.000000 Penalty: 4842.713379
	Iteration 97Q: 3 clusters Score -2212491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2212498.250000 Penalty: 4842.713379
	Iteration 98Q: 3 clusters Score -2212498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2212503.000000 Penalty: 4842.713379
	Iteration 99Q: 3 clusters Score -2212503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2212507.250000 Penalty: 4842.713379
	Iteration 100F: 3 clusters Score -2212507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2212512.000000 Penalty: 4842.713379
	Iteration 101Q: 3 clusters Score -2212512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2212516.250000 Penalty: 4842.713379
	Iteration 102Q: 3 clusters Score -2212516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2212517.500000 Penalty: 4842.713379
	Iteration 103Q: 3 clusters Score -2212518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2212522.250000 Penalty: 4842.713379
	Iteration 104Q: 3 clusters Score -2212522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2212526.500000 Penalty: 4842.713379
	Iteration 105Q: 3 clusters Score -2212526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2212525.750000 Penalty: 4842.713379
	Iteration 106Q: 3 clusters Score -2212526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2212529.750000 Penalty: 4842.713379
	Iteration 107Q: 3 clusters Score -2212530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2212536.000000 Penalty: 4842.713379
	Iteration 108Q: 3 clusters Score -2212536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2212534.750000 Penalty: 4842.713379
	Iteration 109Q: 3 clusters Score -2212535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2212538.750000 Penalty: 4842.713379
	Iteration 110Q: 3 clusters Score -2212539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2212541.250000 Penalty: 4842.713379
	Iteration 111Q: 3 clusters Score -2212541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2212543.250000 Penalty: 4842.713379
	Iteration 112Q: 3 clusters Score -2212543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2212542.000000 Penalty: 4842.713379
	Iteration 113Q: 3 clusters Score -2212542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2212541.000000 Penalty: 4842.713379
	Iteration 114Q: 3 clusters Score -2212541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2212541.750000 Penalty: 4842.713379
	Iteration 115Q: 3 clusters Score -2212542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2212544.500000 Penalty: 4842.713379
	Iteration 116Q: 3 clusters Score -2212544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2212546.500000 Penalty: 4842.713379
	Iteration 117Q: 3 clusters Score -2212546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2212550.000000 Penalty: 4842.713379
	Iteration 118Q: 3 clusters Score -2212550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2212554.500000 Penalty: 4842.713379
	Iteration 119Q: 3 clusters Score -2212554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2212556.500000 Penalty: 4842.713379
	Iteration 120F: 3 clusters Score -2212556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2212562.000000 Penalty: 4842.713379
	Iteration 121Q: 3 clusters Score -2212562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2212567.250000 Penalty: 4842.713379
	Iteration 122Q: 3 clusters Score -2212567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2212574.000000 Penalty: 4842.713379
	Iteration 123Q: 3 clusters Score -2212574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2212581.500000 Penalty: 4842.713379
	Iteration 124Q: 3 clusters Score -2212582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2212584.750000 Penalty: 4842.713379
	Iteration 125Q: 3 clusters Score -2212585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2212593.000000 Penalty: 4842.713379
	Iteration 126Q: 3 clusters Score -2212593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2212599.250000 Penalty: 4842.713379
	Iteration 127Q: 3 clusters Score -2212599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2212603.000000 Penalty: 4842.713379
	Iteration 128Q: 3 clusters Score -2212603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2212604.000000 Penalty: 4842.713379
	Iteration 129Q: 3 clusters Score -2212604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2212605.750000 Penalty: 4842.713379
	Iteration 130Q: 3 clusters Score -2212606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2212608.750000 Penalty: 4842.713379
	Iteration 131Q: 3 clusters Score -2212609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2212613.500000 Penalty: 4842.713379
	Iteration 132Q: 3 clusters Score -2212614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2212621.000000 Penalty: 4842.713379
	Iteration 133Q: 3 clusters Score -2212621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2212620.500000 Penalty: 4842.713379
	Iteration 134Q: 3 clusters Score -2212620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2212624.000000 Penalty: 4842.713379
	Iteration 135Q: 3 clusters Score -2212624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2212621.250000 Penalty: 4842.713379
	Iteration 136Q: 3 clusters Score -2212621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2212626.250000 Penalty: 4842.713379
	Iteration 137Q: 3 clusters Score -2212626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2212625.250000 Penalty: 4842.713379
	Iteration 138Q: 3 clusters Score -2212625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2212620.750000 Penalty: 4842.713379
	Iteration 139Q: 3 clusters Score -2212621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2212625.250000 Penalty: 4842.713379
	Iteration 140F: 3 clusters Score -2212625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2212622.000000 Penalty: 4842.713379
	Iteration 141Q: 3 clusters Score -2212622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2212628.750000 Penalty: 4842.713379
	Iteration 142Q: 3 clusters Score -2212629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2212630.750000 Penalty: 4842.713379
	Iteration 143Q: 3 clusters Score -2212631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2212632.500000 Penalty: 4842.713379
	Iteration 144Q: 3 clusters Score -2212632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2212636.000000 Penalty: 4842.713379
	Iteration 145Q: 3 clusters Score -2212636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2212635.000000 Penalty: 4842.713379
	Iteration 146Q: 3 clusters Score -2212635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2212635.250000 Penalty: 4842.713379
	Iteration 147Q: 3 clusters Score -2212635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2212633.500000 Penalty: 4842.713379
	Iteration 148Q: 3 clusters Score -2212634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2212634.250000 Penalty: 4842.713379
	Iteration 149Q: 3 clusters Score -2212634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2212634.750000 Penalty: 4842.713379
	Iteration 150Q: 3 clusters Score -2212635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2212634.750000 Penalty: 4842.713379
	Iteration 151Q: 3 clusters Score -2212635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2212640.000000 Penalty: 4842.713379
	Iteration 152Q: 3 clusters Score -2212640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2212638.500000 Penalty: 4842.713379
	Iteration 153Q: 3 clusters Score -2212638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2212645.000000 Penalty: 4842.713379
	Iteration 154Q: 3 clusters Score -2212645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2212644.250000 Penalty: 4842.713379
	Iteration 155Q: 3 clusters Score -2212644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2212643.750000 Penalty: 4842.713379
	Iteration 156Q: 3 clusters Score -2212644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2212645.500000 Penalty: 4842.713379
	Iteration 157Q: 3 clusters Score -2212646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2212648.250000 Penalty: 4842.713379
	Iteration 158Q: 3 clusters Score -2212648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2212653.000000 Penalty: 4842.713379
	Iteration 159Q: 3 clusters Score -2212653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2212655.000000 Penalty: 4842.713379
	Iteration 160F: 3 clusters Score -2212655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2212660.000000 Penalty: 4842.713379
	Iteration 161Q: 3 clusters Score -2212660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2212663.000000 Penalty: 4842.713379
	Iteration 162Q: 3 clusters Score -2212663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2212665.750000 Penalty: 4842.713379
	Iteration 163Q: 3 clusters Score -2212666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2212665.500000 Penalty: 4842.713379
	Iteration 164Q: 3 clusters Score -2212666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2212665.500000 Penalty: 4842.713379
	Iteration 165Q: 3 clusters Score -2212666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2212666.500000 Penalty: 4842.713379
	Iteration 166Q: 3 clusters Score -2212666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2212672.000000 Penalty: 4842.713379
	Iteration 167Q: 3 clusters Score -2212672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2212669.500000 Penalty: 4842.713379
	Iteration 168Q: 3 clusters Score -2212670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2212670.250000 Penalty: 4842.713379
	Iteration 169Q: 3 clusters Score -2212670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2212672.000000 Penalty: 4842.713379
	Iteration 170Q: 3 clusters Score -2212672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2212672.500000 Penalty: 4842.713379
	Iteration 171Q: 3 clusters Score -2212672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2212679.000000 Penalty: 4842.713379
	Iteration 172Q: 3 clusters Score -2212679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2212683.250000 Penalty: 4842.713379
	Iteration 173Q: 3 clusters Score -2212683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2212683.500000 Penalty: 4842.713379
	Iteration 174Q: 3 clusters Score -2212684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2212687.500000 Penalty: 4842.713379
	Iteration 175Q: 3 clusters Score -2212688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2212686.750000 Penalty: 4842.713379
	Iteration 176Q: 3 clusters Score -2212687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2212686.750000 Penalty: 4842.713379
	Iteration 177Q: 3 clusters Score -2212687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2212691.500000 Penalty: 4842.713379
	Iteration 178Q: 3 clusters Score -2212692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2212692.000000 Penalty: 4842.713379
	Iteration 179Q: 3 clusters Score -2212692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2212689.000000 Penalty: 4842.713379
	Iteration 180F: 3 clusters Score -2212689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2212692.000000 Penalty: 4842.713379
	Iteration 181Q: 3 clusters Score -2212692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2212699.500000 Penalty: 4842.713379
	Iteration 182Q: 3 clusters Score -2212700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2212699.250000 Penalty: 4842.713379
	Iteration 183Q: 3 clusters Score -2212699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2212702.500000 Penalty: 4842.713379
	Iteration 184Q: 3 clusters Score -2212702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2212702.250000 Penalty: 4842.713379
	Iteration 185Q: 3 clusters Score -2212702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2212708.500000 Penalty: 4842.713379
	Iteration 186Q: 3 clusters Score -2212708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2212711.000000 Penalty: 4842.713379
	Iteration 187Q: 3 clusters Score -2212711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2212715.750000 Penalty: 4842.713379
	Iteration 188Q: 3 clusters Score -2212716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2212717.250000 Penalty: 4842.713379
	Iteration 189Q: 3 clusters Score -2212717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2212718.250000 Penalty: 4842.713379
	Iteration 190Q: 3 clusters Score -2212718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2212724.250000 Penalty: 4842.713379
	Iteration 191Q: 3 clusters Score -2212724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2212724.500000 Penalty: 4842.713379
	Iteration 192Q: 3 clusters Score -2212724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2212729.500000 Penalty: 4842.713379
	Iteration 193Q: 3 clusters Score -2212730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2212730.500000 Penalty: 4842.713379
	Iteration 194Q: 3 clusters Score -2212730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2212730.250000 Penalty: 4842.713379
	Iteration 195Q: 3 clusters Score -2212730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2212732.500000 Penalty: 4842.713379
	Iteration 196Q: 3 clusters Score -2212732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2212736.000000 Penalty: 4842.713379
	Iteration 197Q: 3 clusters Score -2212736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2212736.500000 Penalty: 4842.713379
	Iteration 198Q: 3 clusters Score -2212736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2212736.750000 Penalty: 4842.713379
	Iteration 199Q: 3 clusters Score -2212737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2212739.750000 Penalty: 4842.713379
	Iteration 200F: 3 clusters Score -2212740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2212740.500000 Penalty: 4842.713379
	Iteration 201Q: 3 clusters Score -2212740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2212742.250000 Penalty: 4842.713379
	Iteration 202Q: 3 clusters Score -2212742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2212742.000000 Penalty: 4842.713379
	Iteration 203Q: 3 clusters Score -2212742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2212742.000000 Penalty: 4842.713379
	Iteration 204F: 3 clusters Score -2212742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -646399.687500 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -646399.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -641455.375000 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -641455.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -642862.062500 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -642862.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -643162.750000 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -643162.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -643378.625000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -643378.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -643546.500000 Penalty: 4297.459473
	Iteration 4Q: 3 clusters Score -643546.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -643686.062500 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -643686.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -643818.062500 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -643818.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -643958.062500 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -643958.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -644100.875000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -644100.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -644210.625000 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -644210.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -644304.375000 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -644304.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -644391.812500 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -644391.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -644478.625000 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -644478.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -644547.625000 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -644547.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -644605.562500 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -644605.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -644655.687500 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -644655.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -644708.875000 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -644708.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -644759.500000 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -644759.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -644789.250000 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -644789.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -644812.062500 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -644812.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -644840.187500 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -644840.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -644861.437500 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -644861.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -644875.187500 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -644875.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -644891.875000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -644891.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -644907.437500 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -644907.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -644916.375000 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -644916.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -644920.812500 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -644920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -644923.625000 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -644923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -644926.500000 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -644926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -644928.875000 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -644928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -644932.000000 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -644932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -644933.000000 Penalty: 4297.459473
	Iteration 31Q: 3 clusters Score -644933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -644934.500000 Penalty: 4297.459473
	Iteration 32Q: 3 clusters Score -644934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -644936.750000 Penalty: 4297.459473
	Iteration 33Q: 3 clusters Score -644936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -644938.125000 Penalty: 4297.459473
	Iteration 34Q: 3 clusters Score -644938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -644938.500000 Penalty: 4297.459473
	Iteration 35Q: 3 clusters Score -644938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -644941.937500 Penalty: 4297.459473
	Iteration 36Q: 3 clusters Score -644941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -644942.625000 Penalty: 4297.459473
	Iteration 37Q: 3 clusters Score -644942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -644943.937500 Penalty: 4297.459473
	Iteration 38Q: 3 clusters Score -644943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -644943.937500 Penalty: 4297.459473
	Iteration 39F: 3 clusters Score -644943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -55299.960938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -55299.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53798.542969 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -53798.54 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54086.746094 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -54086.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54357.609375 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -54357.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54625.296875 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -54625.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54730.652344 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -54730.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54791.125000 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -54791.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54823.351562 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -54823.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54849.437500 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -54849.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54874.003906 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -54874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54885.488281 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -54885.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54885.488281 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -54885.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Entering Unmasked Estep 
Score: -19391138.000000 Penalty: 2966.449219
	Iteration 0F: 2 clusters Score -1.939114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -19285624.000000 Penalty: 5932.898438
	Iteration 0F: 3 clusters Score -1.928562e+07 nChanged 75034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -19329842.000000 Penalty: 5932.898438
	Iteration 1F: 3 clusters Score -1.932984e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -19331398.000000 Penalty: 5932.898438
	Iteration 2Q: 3 clusters Score -1.93314e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -19333502.000000 Penalty: 5932.898438
	Iteration 3Q: 3 clusters Score -1.93335e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -19336382.000000 Penalty: 5932.898438
	Iteration 4Q: 3 clusters Score -1.933638e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -19339966.000000 Penalty: 5932.898438
	Iteration 5Q: 3 clusters Score -1.933997e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -19344430.000000 Penalty: 5932.898438
	Iteration 6F: 3 clusters Score -1.934443e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -19348986.000000 Penalty: 5932.898438
	Iteration 7F: 3 clusters Score -1.934899e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -19353446.000000 Penalty: 5932.898438
	Iteration 8F: 3 clusters Score -1.935345e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -19357660.000000 Penalty: 5932.898438
	Iteration 9Q: 3 clusters Score -1.935766e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 110326 members 
Entering Unmasked Estep 
Score: -19362066.000000 Penalty: 5932.898438
	Iteration 10Q: 3 clusters Score -1.936207e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -19366686.000000 Penalty: 5932.898438
	Iteration 11F: 3 clusters Score -1.936669e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -19371196.000000 Penalty: 5932.898438
	Iteration 12Q: 3 clusters Score -1.93712e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -19375642.000000 Penalty: 5932.898438
	Iteration 13Q: 3 clusters Score -1.937564e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -19379526.000000 Penalty: 5932.898438
	Iteration 14Q: 3 clusters Score -1.937953e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -19382658.000000 Penalty: 5932.898438
	Iteration 15Q: 3 clusters Score -1.938266e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 148180 members 
Entering Unmasked Estep 
Score: -19384824.000000 Penalty: 5932.898438
	Iteration 16Q: 3 clusters Score -1.938482e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -19386294.000000 Penalty: 5932.898438
	Iteration 17Q: 3 clusters Score -1.938629e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 152389 members 
Entering Unmasked Estep 
Score: -19387208.000000 Penalty: 5932.898438
	Iteration 18Q: 3 clusters Score -1.938721e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -19387728.000000 Penalty: 5932.898438
	Iteration 19Q: 3 clusters Score -1.938773e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -19388072.000000 Penalty: 5932.898438
	Iteration 20F: 3 clusters Score -1.938807e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -19388256.000000 Penalty: 5932.898438
	Iteration 21Q: 3 clusters Score -1.938826e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 154782 members 
Entering Unmasked Estep 
Score: -19388326.000000 Penalty: 5932.898438
	Iteration 22Q: 3 clusters Score -1.938833e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -19388436.000000 Penalty: 5932.898438
	Iteration 23Q: 3 clusters Score -1.938844e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -19388526.000000 Penalty: 5932.898438
	Iteration 24Q: 3 clusters Score -1.938853e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -19388600.000000 Penalty: 5932.898438
	Iteration 25Q: 3 clusters Score -1.93886e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -19388650.000000 Penalty: 5932.898438
	Iteration 26Q: 3 clusters Score -1.938865e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -19388638.000000 Penalty: 5932.898438
	Iteration 27Q: 3 clusters Score -1.938864e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -19388684.000000 Penalty: 5932.898438
	Iteration 28Q: 3 clusters Score -1.938868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -19388722.000000 Penalty: 5932.898438
	Iteration 29Q: 3 clusters Score -1.938872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -19388764.000000 Penalty: 5932.898438
	Iteration 30Q: 3 clusters Score -1.938876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -19388770.000000 Penalty: 5932.898438
	Iteration 31Q: 3 clusters Score -1.938877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -19388784.000000 Penalty: 5932.898438
	Iteration 32Q: 3 clusters Score -1.938878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -19388798.000000 Penalty: 5932.898438
	Iteration 33Q: 3 clusters Score -1.93888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -19388806.000000 Penalty: 5932.898438
	Iteration 34Q: 3 clusters Score -1.938881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -19388818.000000 Penalty: 5932.898438
	Iteration 35Q: 3 clusters Score -1.938882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -19388824.000000 Penalty: 5932.898438
	Iteration 36Q: 3 clusters Score -1.938882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -19388832.000000 Penalty: 5932.898438
	Iteration 37Q: 3 clusters Score -1.938883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -19388840.000000 Penalty: 5932.898438
	Iteration 38Q: 3 clusters Score -1.938884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -19388832.000000 Penalty: 5932.898438
	Iteration 39Q: 3 clusters Score -1.938883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -19388834.000000 Penalty: 5932.898438
	Iteration 40F: 3 clusters Score -1.938883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 155621 members 
Entering Unmasked Estep 
Score: -19388848.000000 Penalty: 5932.898438
	Iteration 41Q: 3 clusters Score -1.938885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -19388836.000000 Penalty: 5932.898438
	Iteration 42Q: 3 clusters Score -1.938884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -19388832.000000 Penalty: 5932.898438
	Iteration 43Q: 3 clusters Score -1.938883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -19388838.000000 Penalty: 5932.898438
	Iteration 44Q: 3 clusters Score -1.938884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -19388846.000000 Penalty: 5932.898438
	Iteration 45Q: 3 clusters Score -1.938885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -19388830.000000 Penalty: 5932.898438
	Iteration 46Q: 3 clusters Score -1.938883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -19388828.000000 Penalty: 5932.898438
	Iteration 47Q: 3 clusters Score -1.938883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -19388834.000000 Penalty: 5932.898438
	Iteration 48Q: 3 clusters Score -1.938883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -19388826.000000 Penalty: 5932.898438
	Iteration 49Q: 3 clusters Score -1.938883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -19388832.000000 Penalty: 5932.898438
	Iteration 50Q: 3 clusters Score -1.938883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -19388838.000000 Penalty: 5932.898438
	Iteration 51Q: 3 clusters Score -1.938884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -19388838.000000 Penalty: 5932.898438
	Iteration 52F: 3 clusters Score -1.938884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -657638.062500 Penalty: 2131.074463
	Iteration 0F: 2 clusters Score -657638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -652845.437500 Penalty: 4262.148926
	Iteration 0F: 3 clusters Score -652845.4 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -654093.250000 Penalty: 4262.148926
	Iteration 1F: 3 clusters Score -654093.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -654396.000000 Penalty: 4262.148926
	Iteration 2F: 3 clusters Score -654396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -654640.562500 Penalty: 4262.148926
	Iteration 3F: 3 clusters Score -654640.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -654845.062500 Penalty: 4262.148926
	Iteration 4F: 3 clusters Score -654845.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -655030.750000 Penalty: 4262.148926
	Iteration 5Q: 3 clusters Score -655030.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -655241.437500 Penalty: 4262.148926
	Iteration 6Q: 3 clusters Score -655241.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -655522.250000 Penalty: 4262.148926
	Iteration 7Q: 3 clusters Score -655522.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -655837.187500 Penalty: 4262.148926
	Iteration 8Q: 3 clusters Score -655837.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -656103.312500 Penalty: 4262.148926
	Iteration 9Q: 3 clusters Score -656103.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -656299.125000 Penalty: 4262.148926
	Iteration 10Q: 3 clusters Score -656299.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -656422.312500 Penalty: 4262.148926
	Iteration 11Q: 3 clusters Score -656422.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -656512.937500 Penalty: 4262.148926
	Iteration 12Q: 3 clusters Score -656512.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -656578.437500 Penalty: 4262.148926
	Iteration 13Q: 3 clusters Score -656578.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -656622.562500 Penalty: 4262.148926
	Iteration 14Q: 3 clusters Score -656622.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -656673.750000 Penalty: 4262.148926
	Iteration 15Q: 3 clusters Score -656673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -656697.812500 Penalty: 4262.148926
	Iteration 16Q: 3 clusters Score -656697.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -656718.375000 Penalty: 4262.148926
	Iteration 17Q: 3 clusters Score -656718.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -656729.000000 Penalty: 4262.148926
	Iteration 18Q: 3 clusters Score -656729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -656737.687500 Penalty: 4262.148926
	Iteration 19Q: 3 clusters Score -656737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -656747.500000 Penalty: 4262.148926
	Iteration 20F: 3 clusters Score -656747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -656754.750000 Penalty: 4262.148926
	Iteration 21Q: 3 clusters Score -656754.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -656761.562500 Penalty: 4262.148926
	Iteration 22Q: 3 clusters Score -656761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -656769.812500 Penalty: 4262.148926
	Iteration 23Q: 3 clusters Score -656769.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -656778.687500 Penalty: 4262.148926
	Iteration 24Q: 3 clusters Score -656778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -656784.812500 Penalty: 4262.148926
	Iteration 25Q: 3 clusters Score -656784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -656790.000000 Penalty: 4262.148926
	Iteration 26Q: 3 clusters Score -656790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656793.062500 Penalty: 4262.148926
	Iteration 27Q: 3 clusters Score -656793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -656798.250000 Penalty: 4262.148926
	Iteration 28Q: 3 clusters Score -656798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -656801.187500 Penalty: 4262.148926
	Iteration 29Q: 3 clusters Score -656801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -656803.750000 Penalty: 4262.148926
	Iteration 30Q: 3 clusters Score -656803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -656807.000000 Penalty: 4262.148926
	Iteration 31Q: 3 clusters Score -656807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -656810.875000 Penalty: 4262.148926
	Iteration 32Q: 3 clusters Score -656810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -656811.562500 Penalty: 4262.148926
	Iteration 33Q: 3 clusters Score -656811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -656813.687500 Penalty: 4262.148926
	Iteration 34Q: 3 clusters Score -656813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -656819.562500 Penalty: 4262.148926
	Iteration 35Q: 3 clusters Score -656819.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -656824.437500 Penalty: 4262.148926
	Iteration 36Q: 3 clusters Score -656824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -656829.375000 Penalty: 4262.148926
	Iteration 37Q: 3 clusters Score -656829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -656832.687500 Penalty: 4262.148926
	Iteration 38Q: 3 clusters Score -656832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -656839.125000 Penalty: 4262.148926
	Iteration 39Q: 3 clusters Score -656839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -656844.000000 Penalty: 4262.148926
	Iteration 40F: 3 clusters Score -656844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -656854.687500 Penalty: 4262.148926
	Iteration 41Q: 3 clusters Score -656854.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -656862.250000 Penalty: 4262.148926
	Iteration 42Q: 3 clusters Score -656862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -656867.937500 Penalty: 4262.148926
	Iteration 43Q: 3 clusters Score -656867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -656871.937500 Penalty: 4262.148926
	Iteration 44Q: 3 clusters Score -656871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -656874.937500 Penalty: 4262.148926
	Iteration 45Q: 3 clusters Score -656874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -656877.437500 Penalty: 4262.148926
	Iteration 46Q: 3 clusters Score -656877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -656879.125000 Penalty: 4262.148926
	Iteration 47Q: 3 clusters Score -656879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -656879.937500 Penalty: 4262.148926
	Iteration 48Q: 3 clusters Score -656879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -656879.875000 Penalty: 4262.148926
	Iteration 49Q: 3 clusters Score -656879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -656880.812500 Penalty: 4262.148926
	Iteration 50Q: 3 clusters Score -656880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -656882.437500 Penalty: 4262.148926
	Iteration 51Q: 3 clusters Score -656882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -656884.062500 Penalty: 4262.148926
	Iteration 52Q: 3 clusters Score -656884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -656886.375000 Penalty: 4262.148926
	Iteration 53Q: 3 clusters Score -656886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -656887.125000 Penalty: 4262.148926
	Iteration 54Q: 3 clusters Score -656887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -656888.750000 Penalty: 4262.148926
	Iteration 55Q: 3 clusters Score -656888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -656889.062500 Penalty: 4262.148926
	Iteration 56Q: 3 clusters Score -656889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -656889.000000 Penalty: 4262.148926
	Iteration 57Q: 3 clusters Score -656889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -656890.125000 Penalty: 4262.148926
	Iteration 58Q: 3 clusters Score -656890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -656889.312500 Penalty: 4262.148926
	Iteration 59Q: 3 clusters Score -656889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -656889.312500 Penalty: 4262.148926
	Iteration 60F: 3 clusters Score -656889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Entering Unmasked Estep 
Score: -6320412.500000 Penalty: 2689.791260
	Iteration 0F: 2 clusters Score -6320412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6285968.000000 Penalty: 5379.582520
	Iteration 0F: 3 clusters Score -6285968 nChanged 23667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -6298942.000000 Penalty: 5379.582520
	Iteration 1F: 3 clusters Score -6298942 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -6299470.000000 Penalty: 5379.582520
	Iteration 2Q: 3 clusters Score -6299470 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -6299977.000000 Penalty: 5379.582520
	Iteration 3Q: 3 clusters Score -6299977 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6300538.500000 Penalty: 5379.582520
	Iteration 4Q: 3 clusters Score -6300538 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -6301014.000000 Penalty: 5379.582520
	Iteration 5Q: 3 clusters Score -6301014 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -6301615.500000 Penalty: 5379.582520
	Iteration 6Q: 3 clusters Score -6301616 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6302145.500000 Penalty: 5379.582520
	Iteration 7Q: 3 clusters Score -6302146 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -6302843.500000 Penalty: 5379.582520
	Iteration 8Q: 3 clusters Score -6302844 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -6303603.500000 Penalty: 5379.582520
	Iteration 9Q: 3 clusters Score -6303604 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -6304568.500000 Penalty: 5379.582520
	Iteration 10Q: 3 clusters Score -6304568 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6305799.000000 Penalty: 5379.582520
	Iteration 11Q: 3 clusters Score -6305799 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -6307523.000000 Penalty: 5379.582520
	Iteration 12F: 3 clusters Score -6307523 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6309700.500000 Penalty: 5379.582520
	Iteration 13F: 3 clusters Score -6309700 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -6312036.500000 Penalty: 5379.582520
	Iteration 14F: 3 clusters Score -6312036 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -6314221.500000 Penalty: 5379.582520
	Iteration 15F: 3 clusters Score -6314222 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -6315884.000000 Penalty: 5379.582520
	Iteration 16Q: 3 clusters Score -6315884 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6316932.500000 Penalty: 5379.582520
	Iteration 17Q: 3 clusters Score -6316932 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6317478.000000 Penalty: 5379.582520
	Iteration 18Q: 3 clusters Score -6317478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6317721.000000 Penalty: 5379.582520
	Iteration 19Q: 3 clusters Score -6317721 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -6317831.500000 Penalty: 5379.582520
	Iteration 20F: 3 clusters Score -6317832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -6317923.500000 Penalty: 5379.582520
	Iteration 21Q: 3 clusters Score -6317924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6317987.500000 Penalty: 5379.582520
	Iteration 22Q: 3 clusters Score -6317988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6318021.000000 Penalty: 5379.582520
	Iteration 23Q: 3 clusters Score -6318021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6318045.500000 Penalty: 5379.582520
	Iteration 24Q: 3 clusters Score -6318046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -6318068.500000 Penalty: 5379.582520
	Iteration 25Q: 3 clusters Score -6318068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6318072.000000 Penalty: 5379.582520
	Iteration 26Q: 3 clusters Score -6318072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -6318086.000000 Penalty: 5379.582520
	Iteration 27Q: 3 clusters Score -6318086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6318088.500000 Penalty: 5379.582520
	Iteration 28Q: 3 clusters Score -6318088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -6318097.500000 Penalty: 5379.582520
	Iteration 29Q: 3 clusters Score -6318098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6318101.500000 Penalty: 5379.582520
	Iteration 30Q: 3 clusters Score -6318102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -6318096.000000 Penalty: 5379.582520
	Iteration 31Q: 3 clusters Score -6318096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -6318100.000000 Penalty: 5379.582520
	Iteration 32Q: 3 clusters Score -6318100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -6318106.000000 Penalty: 5379.582520
	Iteration 33Q: 3 clusters Score -6318106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -6318103.000000 Penalty: 5379.582520
	Iteration 34Q: 3 clusters Score -6318103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6318106.500000 Penalty: 5379.582520
	Iteration 35Q: 3 clusters Score -6318106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6318107.000000 Penalty: 5379.582520
	Iteration 36Q: 3 clusters Score -6318107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6318108.500000 Penalty: 5379.582520
	Iteration 37Q: 3 clusters Score -6318108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -6318111.500000 Penalty: 5379.582520
	Iteration 38Q: 3 clusters Score -6318112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6318111.500000 Penalty: 5379.582520
	Iteration 39Q: 3 clusters Score -6318112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6318116.500000 Penalty: 5379.582520
	Iteration 40F: 3 clusters Score -6318116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6318115.500000 Penalty: 5379.582520
	Iteration 41Q: 3 clusters Score -6318116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6318113.500000 Penalty: 5379.582520
	Iteration 42Q: 3 clusters Score -6318114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6318115.500000 Penalty: 5379.582520
	Iteration 43Q: 3 clusters Score -6318116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6318115.500000 Penalty: 5379.582520
	Iteration 44F: 3 clusters Score -6318116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Entering Unmasked Estep 
Score: -3351561.000000 Penalty: 2524.268555
	Iteration 0F: 2 clusters Score -3351561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3333372.500000 Penalty: 5048.537109
	Iteration 0F: 3 clusters Score -3333372 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3339935.500000 Penalty: 5048.537109
	Iteration 1F: 3 clusters Score -3339936 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3340627.000000 Penalty: 5048.537109
	Iteration 2F: 3 clusters Score -3340627 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3341427.500000 Penalty: 5048.537109
	Iteration 3F: 3 clusters Score -3341428 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3342464.250000 Penalty: 5048.537109
	Iteration 4F: 3 clusters Score -3342464 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3343664.000000 Penalty: 5048.537109
	Iteration 5F: 3 clusters Score -3343664 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3345100.000000 Penalty: 5048.537109
	Iteration 6F: 3 clusters Score -3345100 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3346462.750000 Penalty: 5048.537109
	Iteration 7F: 3 clusters Score -3346463 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3347357.000000 Penalty: 5048.537109
	Iteration 8Q: 3 clusters Score -3347357 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3347784.500000 Penalty: 5048.537109
	Iteration 9Q: 3 clusters Score -3347784 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3348043.000000 Penalty: 5048.537109
	Iteration 10Q: 3 clusters Score -3348043 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3348235.500000 Penalty: 5048.537109
	Iteration 11Q: 3 clusters Score -3348236 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3348389.500000 Penalty: 5048.537109
	Iteration 12Q: 3 clusters Score -3348390 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3348491.750000 Penalty: 5048.537109
	Iteration 13Q: 3 clusters Score -3348492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3348597.250000 Penalty: 5048.537109
	Iteration 14Q: 3 clusters Score -3348597 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3348705.500000 Penalty: 5048.537109
	Iteration 15Q: 3 clusters Score -3348706 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3348787.000000 Penalty: 5048.537109
	Iteration 16Q: 3 clusters Score -3348787 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3348863.000000 Penalty: 5048.537109
	Iteration 17Q: 3 clusters Score -3348863 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3348949.000000 Penalty: 5048.537109
	Iteration 18Q: 3 clusters Score -3348949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3349035.250000 Penalty: 5048.537109
	Iteration 19Q: 3 clusters Score -3349035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3349100.000000 Penalty: 5048.537109
	Iteration 20F: 3 clusters Score -3349100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3349153.250000 Penalty: 5048.537109
	Iteration 21Q: 3 clusters Score -3349153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3349175.500000 Penalty: 5048.537109
	Iteration 22Q: 3 clusters Score -3349176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3349193.500000 Penalty: 5048.537109
	Iteration 23Q: 3 clusters Score -3349194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3349207.500000 Penalty: 5048.537109
	Iteration 24Q: 3 clusters Score -3349208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3349220.000000 Penalty: 5048.537109
	Iteration 25Q: 3 clusters Score -3349220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3349223.500000 Penalty: 5048.537109
	Iteration 26Q: 3 clusters Score -3349224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3349238.250000 Penalty: 5048.537109
	Iteration 27Q: 3 clusters Score -3349238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3349242.500000 Penalty: 5048.537109
	Iteration 28Q: 3 clusters Score -3349242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3349247.500000 Penalty: 5048.537109
	Iteration 29Q: 3 clusters Score -3349248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3349245.750000 Penalty: 5048.537109
	Iteration 30Q: 3 clusters Score -3349246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3349251.250000 Penalty: 5048.537109
	Iteration 31Q: 3 clusters Score -3349251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3349255.000000 Penalty: 5048.537109
	Iteration 32Q: 3 clusters Score -3349255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3349255.250000 Penalty: 5048.537109
	Iteration 33Q: 3 clusters Score -3349255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3349254.250000 Penalty: 5048.537109
	Iteration 34Q: 3 clusters Score -3349254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3349261.500000 Penalty: 5048.537109
	Iteration 35Q: 3 clusters Score -3349262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3349262.000000 Penalty: 5048.537109
	Iteration 36Q: 3 clusters Score -3349262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3349263.500000 Penalty: 5048.537109
	Iteration 37Q: 3 clusters Score -3349264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3349261.250000 Penalty: 5048.537109
	Iteration 38Q: 3 clusters Score -3349261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3349265.000000 Penalty: 5048.537109
	Iteration 39Q: 3 clusters Score -3349265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3349267.250000 Penalty: 5048.537109
	Iteration 40F: 3 clusters Score -3349267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3349263.250000 Penalty: 5048.537109
	Iteration 41Q: 3 clusters Score -3349263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3349263.250000 Penalty: 5048.537109
	Iteration 42Q: 3 clusters Score -3349263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3349264.250000 Penalty: 5048.537109
	Iteration 43Q: 3 clusters Score -3349264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3349265.250000 Penalty: 5048.537109
	Iteration 44Q: 3 clusters Score -3349265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3349268.750000 Penalty: 5048.537109
	Iteration 45Q: 3 clusters Score -3349269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3349275.750000 Penalty: 5048.537109
	Iteration 46Q: 3 clusters Score -3349276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3349274.000000 Penalty: 5048.537109
	Iteration 47Q: 3 clusters Score -3349274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3349270.000000 Penalty: 5048.537109
	Iteration 48Q: 3 clusters Score -3349270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3349272.000000 Penalty: 5048.537109
	Iteration 49Q: 3 clusters Score -3349272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3349277.500000 Penalty: 5048.537109
	Iteration 50Q: 3 clusters Score -3349278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3349279.500000 Penalty: 5048.537109
	Iteration 51Q: 3 clusters Score -3349280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3349281.000000 Penalty: 5048.537109
	Iteration 52Q: 3 clusters Score -3349281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3349286.500000 Penalty: 5048.537109
	Iteration 53Q: 3 clusters Score -3349286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3349283.000000 Penalty: 5048.537109
	Iteration 54Q: 3 clusters Score -3349283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3349280.750000 Penalty: 5048.537109
	Iteration 55Q: 3 clusters Score -3349281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3349283.500000 Penalty: 5048.537109
	Iteration 56Q: 3 clusters Score -3349284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3349282.000000 Penalty: 5048.537109
	Iteration 57Q: 3 clusters Score -3349282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3349286.000000 Penalty: 5048.537109
	Iteration 58Q: 3 clusters Score -3349286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3349282.500000 Penalty: 5048.537109
	Iteration 59Q: 3 clusters Score -3349282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3349282.500000 Penalty: 5048.537109
	Iteration 60F: 3 clusters Score -3349282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3349284.000000 Penalty: 5048.537109
	Iteration 61Q: 3 clusters Score -3349284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3349281.500000 Penalty: 5048.537109
	Iteration 62Q: 3 clusters Score -3349282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3349281.500000 Penalty: 5048.537109
	Iteration 63Q: 3 clusters Score -3349282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3349281.750000 Penalty: 5048.537109
	Iteration 64Q: 3 clusters Score -3349282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3349282.250000 Penalty: 5048.537109
	Iteration 65Q: 3 clusters Score -3349282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3349286.500000 Penalty: 5048.537109
	Iteration 66Q: 3 clusters Score -3349286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3349286.000000 Penalty: 5048.537109
	Iteration 67Q: 3 clusters Score -3349286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3349289.000000 Penalty: 5048.537109
	Iteration 68Q: 3 clusters Score -3349289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3349286.750000 Penalty: 5048.537109
	Iteration 69Q: 3 clusters Score -3349287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3349289.750000 Penalty: 5048.537109
	Iteration 70Q: 3 clusters Score -3349290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3349289.500000 Penalty: 5048.537109
	Iteration 71Q: 3 clusters Score -3349290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3349289.250000 Penalty: 5048.537109
	Iteration 72Q: 3 clusters Score -3349289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3349290.250000 Penalty: 5048.537109
	Iteration 73Q: 3 clusters Score -3349290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3349285.500000 Penalty: 5048.537109
	Iteration 74Q: 3 clusters Score -3349286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3349285.500000 Penalty: 5048.537109
	Iteration 75F: 3 clusters Score -3349286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -49890.921875 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -49890.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48445.250000 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -48445.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48568.835938 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -48568.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48615.496094 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -48615.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48657.691406 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -48657.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48675.250000 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -48675.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48682.207031 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -48682.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48690.730469 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -48690.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48697.328125 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -48697.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48697.328125 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -48697.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -798738.562500 Penalty: 2176.527832
	Iteration 0F: 2 clusters Score -798738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -793278.625000 Penalty: 4353.055664
	Iteration 0F: 3 clusters Score -793278.6 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -794661.437500 Penalty: 4353.055664
	Iteration 1F: 3 clusters Score -794661.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -794877.375000 Penalty: 4353.055664
	Iteration 2F: 3 clusters Score -794877.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -795030.312500 Penalty: 4353.055664
	Iteration 3Q: 3 clusters Score -795030.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -795154.625000 Penalty: 4353.055664
	Iteration 4Q: 3 clusters Score -795154.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -795270.562500 Penalty: 4353.055664
	Iteration 5Q: 3 clusters Score -795270.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -795348.625000 Penalty: 4353.055664
	Iteration 6Q: 3 clusters Score -795348.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -795409.437500 Penalty: 4353.055664
	Iteration 7Q: 3 clusters Score -795409.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -795467.687500 Penalty: 4353.055664
	Iteration 8Q: 3 clusters Score -795467.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -795533.500000 Penalty: 4353.055664
	Iteration 9Q: 3 clusters Score -795533.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -795603.125000 Penalty: 4353.055664
	Iteration 10Q: 3 clusters Score -795603.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -795665.812500 Penalty: 4353.055664
	Iteration 11Q: 3 clusters Score -795665.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -795732.000000 Penalty: 4353.055664
	Iteration 12Q: 3 clusters Score -795732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -795800.875000 Penalty: 4353.055664
	Iteration 13Q: 3 clusters Score -795800.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -795886.500000 Penalty: 4353.055664
	Iteration 14Q: 3 clusters Score -795886.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -795989.437500 Penalty: 4353.055664
	Iteration 15Q: 3 clusters Score -795989.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -796077.937500 Penalty: 4353.055664
	Iteration 16Q: 3 clusters Score -796077.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -796153.875000 Penalty: 4353.055664
	Iteration 17Q: 3 clusters Score -796153.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -796218.125000 Penalty: 4353.055664
	Iteration 18Q: 3 clusters Score -796218.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -796275.687500 Penalty: 4353.055664
	Iteration 19Q: 3 clusters Score -796275.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -796333.875000 Penalty: 4353.055664
	Iteration 20F: 3 clusters Score -796333.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -796390.875000 Penalty: 4353.055664
	Iteration 21Q: 3 clusters Score -796390.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -796446.125000 Penalty: 4353.055664
	Iteration 22Q: 3 clusters Score -796446.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -796492.062500 Penalty: 4353.055664
	Iteration 23Q: 3 clusters Score -796492.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -796541.375000 Penalty: 4353.055664
	Iteration 24Q: 3 clusters Score -796541.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -796581.250000 Penalty: 4353.055664
	Iteration 25Q: 3 clusters Score -796581.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -796609.875000 Penalty: 4353.055664
	Iteration 26Q: 3 clusters Score -796609.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -796637.187500 Penalty: 4353.055664
	Iteration 27Q: 3 clusters Score -796637.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -796666.812500 Penalty: 4353.055664
	Iteration 28Q: 3 clusters Score -796666.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -796684.562500 Penalty: 4353.055664
	Iteration 29Q: 3 clusters Score -796684.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -796704.750000 Penalty: 4353.055664
	Iteration 30Q: 3 clusters Score -796704.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -796726.437500 Penalty: 4353.055664
	Iteration 31Q: 3 clusters Score -796726.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -796745.375000 Penalty: 4353.055664
	Iteration 32Q: 3 clusters Score -796745.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -796761.500000 Penalty: 4353.055664
	Iteration 33Q: 3 clusters Score -796761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -796766.312500 Penalty: 4353.055664
	Iteration 34Q: 3 clusters Score -796766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -796768.937500 Penalty: 4353.055664
	Iteration 35Q: 3 clusters Score -796768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -796769.500000 Penalty: 4353.055664
	Iteration 36Q: 3 clusters Score -796769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -796771.125000 Penalty: 4353.055664
	Iteration 37Q: 3 clusters Score -796771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -796773.562500 Penalty: 4353.055664
	Iteration 38Q: 3 clusters Score -796773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -796776.000000 Penalty: 4353.055664
	Iteration 39Q: 3 clusters Score -796776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -796778.750000 Penalty: 4353.055664
	Iteration 40F: 3 clusters Score -796778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -796778.812500 Penalty: 4353.055664
	Iteration 41Q: 3 clusters Score -796778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -796779.875000 Penalty: 4353.055664
	Iteration 42Q: 3 clusters Score -796779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -796783.625000 Penalty: 4353.055664
	Iteration 43Q: 3 clusters Score -796783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -796784.812500 Penalty: 4353.055664
	Iteration 44Q: 3 clusters Score -796784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -796785.375000 Penalty: 4353.055664
	Iteration 45Q: 3 clusters Score -796785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -796787.125000 Penalty: 4353.055664
	Iteration 46Q: 3 clusters Score -796787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -796789.312500 Penalty: 4353.055664
	Iteration 47Q: 3 clusters Score -796789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -796793.875000 Penalty: 4353.055664
	Iteration 48Q: 3 clusters Score -796793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -796800.875000 Penalty: 4353.055664
	Iteration 49Q: 3 clusters Score -796800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -796805.187500 Penalty: 4353.055664
	Iteration 50Q: 3 clusters Score -796805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -796812.875000 Penalty: 4353.055664
	Iteration 51Q: 3 clusters Score -796812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -796815.625000 Penalty: 4353.055664
	Iteration 52Q: 3 clusters Score -796815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -796817.687500 Penalty: 4353.055664
	Iteration 53Q: 3 clusters Score -796817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -796817.687500 Penalty: 4353.055664
	Iteration 54F: 3 clusters Score -796817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -113168.359375 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -113168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111271.945312 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -111271.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111623.468750 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -111623.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111741.781250 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -111741.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111805.328125 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -111805.3 nChanged 30
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: -111855.679688 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -111855.7 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: -111941.359375 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -111941.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112032.734375 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -112032.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112125.531250 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -112125.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112242.476562 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -112242.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112339.343750 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -112339.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112418.757812 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -112418.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112504.367188 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -112504.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112596.601562 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -112596.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112652.578125 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -112652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112702.343750 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -112702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112756.968750 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -112757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112792.273438 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -112792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112814.507812 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -112814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112827.632812 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -112827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112831.335938 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -112831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112832.781250 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -112832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Entering Unmasked Estep 
Score: -3705660.250000 Penalty: 2555.418701
	Iteration 0F: 2 clusters Score -3705660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3685204.250000 Penalty: 5110.837402
	Iteration 0F: 3 clusters Score -3685204 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3692421.750000 Penalty: 5110.837402
	Iteration 1F: 3 clusters Score -3692422 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3692896.500000 Penalty: 5110.837402
	Iteration 2Q: 3 clusters Score -3692896 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3693366.000000 Penalty: 5110.837402
	Iteration 3Q: 3 clusters Score -3693366 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3693867.000000 Penalty: 5110.837402
	Iteration 4Q: 3 clusters Score -3693867 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3694470.750000 Penalty: 5110.837402
	Iteration 5Q: 3 clusters Score -3694471 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3695267.000000 Penalty: 5110.837402
	Iteration 6F: 3 clusters Score -3695267 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3696228.000000 Penalty: 5110.837402
	Iteration 7F: 3 clusters Score -3696228 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3697366.750000 Penalty: 5110.837402
	Iteration 8F: 3 clusters Score -3697367 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3698513.750000 Penalty: 5110.837402
	Iteration 9F: 3 clusters Score -3698514 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3699568.750000 Penalty: 5110.837402
	Iteration 10F: 3 clusters Score -3699569 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3700507.250000 Penalty: 5110.837402
	Iteration 11Q: 3 clusters Score -3700507 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3701293.250000 Penalty: 5110.837402
	Iteration 12Q: 3 clusters Score -3701293 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3701937.750000 Penalty: 5110.837402
	Iteration 13Q: 3 clusters Score -3701938 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3702432.750000 Penalty: 5110.837402
	Iteration 14Q: 3 clusters Score -3702433 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3702810.000000 Penalty: 5110.837402
	Iteration 15Q: 3 clusters Score -3702810 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3703102.250000 Penalty: 5110.837402
	Iteration 16Q: 3 clusters Score -3703102 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3703269.250000 Penalty: 5110.837402
	Iteration 17Q: 3 clusters Score -3703269 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3703369.000000 Penalty: 5110.837402
	Iteration 18Q: 3 clusters Score -3703369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3703429.000000 Penalty: 5110.837402
	Iteration 19Q: 3 clusters Score -3703429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3703476.250000 Penalty: 5110.837402
	Iteration 20F: 3 clusters Score -3703476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3703514.750000 Penalty: 5110.837402
	Iteration 21Q: 3 clusters Score -3703515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3703531.500000 Penalty: 5110.837402
	Iteration 22Q: 3 clusters Score -3703532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3703546.000000 Penalty: 5110.837402
	Iteration 23Q: 3 clusters Score -3703546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3703556.500000 Penalty: 5110.837402
	Iteration 24Q: 3 clusters Score -3703556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3703564.250000 Penalty: 5110.837402
	Iteration 25Q: 3 clusters Score -3703564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3703570.250000 Penalty: 5110.837402
	Iteration 26Q: 3 clusters Score -3703570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3703570.750000 Penalty: 5110.837402
	Iteration 27Q: 3 clusters Score -3703571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3703569.000000 Penalty: 5110.837402
	Iteration 28Q: 3 clusters Score -3703569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3703581.250000 Penalty: 5110.837402
	Iteration 29Q: 3 clusters Score -3703581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3703592.500000 Penalty: 5110.837402
	Iteration 30Q: 3 clusters Score -3703592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3703590.000000 Penalty: 5110.837402
	Iteration 31Q: 3 clusters Score -3703590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3703598.250000 Penalty: 5110.837402
	Iteration 32Q: 3 clusters Score -3703598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3703603.000000 Penalty: 5110.837402
	Iteration 33Q: 3 clusters Score -3703603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3703614.500000 Penalty: 5110.837402
	Iteration 34Q: 3 clusters Score -3703614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3703623.000000 Penalty: 5110.837402
	Iteration 35Q: 3 clusters Score -3703623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3703643.250000 Penalty: 5110.837402
	Iteration 36Q: 3 clusters Score -3703643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3703657.250000 Penalty: 5110.837402
	Iteration 37Q: 3 clusters Score -3703657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3703664.250000 Penalty: 5110.837402
	Iteration 38Q: 3 clusters Score -3703664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3703678.750000 Penalty: 5110.837402
	Iteration 39Q: 3 clusters Score -3703679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3703681.500000 Penalty: 5110.837402
	Iteration 40F: 3 clusters Score -3703682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3703686.500000 Penalty: 5110.837402
	Iteration 41Q: 3 clusters Score -3703686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3703691.750000 Penalty: 5110.837402
	Iteration 42Q: 3 clusters Score -3703692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3703689.250000 Penalty: 5110.837402
	Iteration 43Q: 3 clusters Score -3703689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3703695.000000 Penalty: 5110.837402
	Iteration 44Q: 3 clusters Score -3703695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3703695.000000 Penalty: 5110.837402
	Iteration 45F: 3 clusters Score -3703695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -268105.843750 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -268105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265445.218750 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -265445.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -265880.093750 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -265880.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265998.593750 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -265998.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -266059.375000 Penalty: 3801.283203
	Iteration 3Q: 3 clusters Score -266059.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -266095.187500 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -266095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -266114.406250 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -266114.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -266138.531250 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -266138.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -266159.968750 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -266160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -266168.187500 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -266168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -266176.500000 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -266176.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -266182.718750 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -266182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -266189.468750 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -266189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -266195.406250 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -266195.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266201.281250 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -266201.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -266208.281250 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -266208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -266210.437500 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -266210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266211.468750 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -266211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266212.031250 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -266212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266212.031250 Penalty: 3801.283203
	Iteration 18F: 3 clusters Score -266212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33237.746094 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33237.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31921.810547 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31921.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32087.933594 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32087.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32195.611328 Penalty: 2908.361084
	Iteration 2F: 3 clusters Score -32195.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32232.277344 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32232.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32273.244141 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32273.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32293.398438 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32298.287109 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32298.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32299.703125 Penalty: 2908.361084
	Iteration 7Q: 3 clusters Score -32299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32299.703125 Penalty: 2908.361084
	Iteration 8F: 3 clusters Score -32299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -38945.656250 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -38945.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37606.085938 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -37606.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37743.308594 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -37743.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37785.335938 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -37785.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37801.539062 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -37801.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37810.687500 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -37810.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37826.640625 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -37826.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37832.964844 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -37832.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37844.148438 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -37844.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37856.761719 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -37856.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37868.359375 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -37868.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37874.152344 Penalty: 2918.127930
	Iteration 10Q: 3 clusters Score -37874.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37874.152344 Penalty: 2918.127930
	Iteration 11F: 3 clusters Score -37874.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -521845.656250 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -521845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -517765.093750 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -517765.1 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -518628.187500 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -518628.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -518795.656250 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -518795.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -518888.031250 Penalty: 4142.398926
	Iteration 3Q: 3 clusters Score -518888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -518945.406250 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -518945.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -518983.031250 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -518983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -519007.562500 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -519007.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -519032.093750 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -519032.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -519057.468750 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -519057.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -519074.812500 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -519074.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -519094.593750 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -519094.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -519112.156250 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -519112.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519120.781250 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -519120.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -519127.687500 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -519127.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -519136.062500 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -519136.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -519143.750000 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -519143.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -519152.187500 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -519152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -519159.937500 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -519159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -519165.500000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -519165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519166.875000 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -519166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519169.156250 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -519169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519170.375000 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -519170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519171.000000 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -519171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -519171.562500 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -519171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -519172.312500 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -519172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519174.406250 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -519174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519176.187500 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -519176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519177.468750 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -519177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -519179.406250 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -519179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -519181.468750 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -519181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -519181.781250 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -519181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -519182.781250 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -519182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -519182.968750 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -519183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519183.625000 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -519183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -519184.000000 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -519184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -519185.562500 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -519185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -519187.562500 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -519187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -519188.250000 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -519188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519187.968750 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -519188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519187.968750 Penalty: 4142.398926
	Iteration 39F: 3 clusters Score -519188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Entering Unmasked Estep 
Score: -2832347.500000 Penalty: 2486.089355
	Iteration 0F: 2 clusters Score -2832348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2816655.750000 Penalty: 4972.178711
	Iteration 0F: 3 clusters Score -2816656 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2821894.750000 Penalty: 4972.178711
	Iteration 1F: 3 clusters Score -2821895 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2822367.250000 Penalty: 4972.178711
	Iteration 2F: 3 clusters Score -2822367 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2822870.500000 Penalty: 4972.178711
	Iteration 3Q: 3 clusters Score -2822870 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2823527.750000 Penalty: 4972.178711
	Iteration 4F: 3 clusters Score -2823528 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2824289.000000 Penalty: 4972.178711
	Iteration 5F: 3 clusters Score -2824289 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2825156.500000 Penalty: 4972.178711
	Iteration 6F: 3 clusters Score -2825156 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2826070.000000 Penalty: 4972.178711
	Iteration 7F: 3 clusters Score -2826070 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2826957.000000 Penalty: 4972.178711
	Iteration 8F: 3 clusters Score -2826957 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2827801.000000 Penalty: 4972.178711
	Iteration 9Q: 3 clusters Score -2827801 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2828431.750000 Penalty: 4972.178711
	Iteration 10Q: 3 clusters Score -2828432 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2828808.250000 Penalty: 4972.178711
	Iteration 11Q: 3 clusters Score -2828808 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2829040.250000 Penalty: 4972.178711
	Iteration 12Q: 3 clusters Score -2829040 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2829173.500000 Penalty: 4972.178711
	Iteration 13Q: 3 clusters Score -2829174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2829280.000000 Penalty: 4972.178711
	Iteration 14Q: 3 clusters Score -2829280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2829362.500000 Penalty: 4972.178711
	Iteration 15Q: 3 clusters Score -2829362 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2829449.750000 Penalty: 4972.178711
	Iteration 16Q: 3 clusters Score -2829450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2829534.000000 Penalty: 4972.178711
	Iteration 17Q: 3 clusters Score -2829534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2829595.250000 Penalty: 4972.178711
	Iteration 18Q: 3 clusters Score -2829595 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2829662.750000 Penalty: 4972.178711
	Iteration 19Q: 3 clusters Score -2829663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2829710.750000 Penalty: 4972.178711
	Iteration 20F: 3 clusters Score -2829711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2829759.250000 Penalty: 4972.178711
	Iteration 21Q: 3 clusters Score -2829759 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2829820.750000 Penalty: 4972.178711
	Iteration 22Q: 3 clusters Score -2829821 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2829870.250000 Penalty: 4972.178711
	Iteration 23Q: 3 clusters Score -2829870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2829929.750000 Penalty: 4972.178711
	Iteration 24Q: 3 clusters Score -2829930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2829964.250000 Penalty: 4972.178711
	Iteration 25Q: 3 clusters Score -2829964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2829991.500000 Penalty: 4972.178711
	Iteration 26Q: 3 clusters Score -2829992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2830035.000000 Penalty: 4972.178711
	Iteration 27Q: 3 clusters Score -2830035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2830064.000000 Penalty: 4972.178711
	Iteration 28Q: 3 clusters Score -2830064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2830104.250000 Penalty: 4972.178711
	Iteration 29Q: 3 clusters Score -2830104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2830145.000000 Penalty: 4972.178711
	Iteration 30Q: 3 clusters Score -2830145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2830191.250000 Penalty: 4972.178711
	Iteration 31Q: 3 clusters Score -2830191 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2830218.000000 Penalty: 4972.178711
	Iteration 32Q: 3 clusters Score -2830218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2830229.750000 Penalty: 4972.178711
	Iteration 33Q: 3 clusters Score -2830230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2830253.750000 Penalty: 4972.178711
	Iteration 34Q: 3 clusters Score -2830254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2830269.250000 Penalty: 4972.178711
	Iteration 35Q: 3 clusters Score -2830269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2830295.500000 Penalty: 4972.178711
	Iteration 36Q: 3 clusters Score -2830296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2830313.250000 Penalty: 4972.178711
	Iteration 37Q: 3 clusters Score -2830313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2830329.500000 Penalty: 4972.178711
	Iteration 38Q: 3 clusters Score -2830330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2830342.000000 Penalty: 4972.178711
	Iteration 39Q: 3 clusters Score -2830342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2830362.750000 Penalty: 4972.178711
	Iteration 40F: 3 clusters Score -2830363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2830373.500000 Penalty: 4972.178711
	Iteration 41Q: 3 clusters Score -2830374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2830379.000000 Penalty: 4972.178711
	Iteration 42Q: 3 clusters Score -2830379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2830391.750000 Penalty: 4972.178711
	Iteration 43Q: 3 clusters Score -2830392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2830404.000000 Penalty: 4972.178711
	Iteration 44Q: 3 clusters Score -2830404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2830406.500000 Penalty: 4972.178711
	Iteration 45Q: 3 clusters Score -2830406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2830409.250000 Penalty: 4972.178711
	Iteration 46Q: 3 clusters Score -2830409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2830407.500000 Penalty: 4972.178711
	Iteration 47Q: 3 clusters Score -2830408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2830420.000000 Penalty: 4972.178711
	Iteration 48Q: 3 clusters Score -2830420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2830429.750000 Penalty: 4972.178711
	Iteration 49Q: 3 clusters Score -2830430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2830436.750000 Penalty: 4972.178711
	Iteration 50Q: 3 clusters Score -2830437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2830438.000000 Penalty: 4972.178711
	Iteration 51Q: 3 clusters Score -2830438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2830441.750000 Penalty: 4972.178711
	Iteration 52Q: 3 clusters Score -2830442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2830447.500000 Penalty: 4972.178711
	Iteration 53Q: 3 clusters Score -2830448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2830453.250000 Penalty: 4972.178711
	Iteration 54Q: 3 clusters Score -2830453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2830456.250000 Penalty: 4972.178711
	Iteration 55Q: 3 clusters Score -2830456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2830469.500000 Penalty: 4972.178711
	Iteration 56Q: 3 clusters Score -2830470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2830469.500000 Penalty: 4972.178711
	Iteration 57Q: 3 clusters Score -2830470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2830475.250000 Penalty: 4972.178711
	Iteration 58Q: 3 clusters Score -2830475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2830476.750000 Penalty: 4972.178711
	Iteration 59Q: 3 clusters Score -2830477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2830478.500000 Penalty: 4972.178711
	Iteration 60F: 3 clusters Score -2830478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2830483.000000 Penalty: 4972.178711
	Iteration 61Q: 3 clusters Score -2830483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2830479.500000 Penalty: 4972.178711
	Iteration 62Q: 3 clusters Score -2830480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2830474.250000 Penalty: 4972.178711
	Iteration 63Q: 3 clusters Score -2830474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2830481.250000 Penalty: 4972.178711
	Iteration 64Q: 3 clusters Score -2830481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2830485.250000 Penalty: 4972.178711
	Iteration 65Q: 3 clusters Score -2830485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2830490.000000 Penalty: 4972.178711
	Iteration 66Q: 3 clusters Score -2830490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2830489.500000 Penalty: 4972.178711
	Iteration 67Q: 3 clusters Score -2830490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2830493.250000 Penalty: 4972.178711
	Iteration 68Q: 3 clusters Score -2830493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2830492.250000 Penalty: 4972.178711
	Iteration 69Q: 3 clusters Score -2830492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2830497.500000 Penalty: 4972.178711
	Iteration 70Q: 3 clusters Score -2830498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2830496.000000 Penalty: 4972.178711
	Iteration 71Q: 3 clusters Score -2830496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2830496.750000 Penalty: 4972.178711
	Iteration 72Q: 3 clusters Score -2830497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2830496.250000 Penalty: 4972.178711
	Iteration 73Q: 3 clusters Score -2830496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2830496.500000 Penalty: 4972.178711
	Iteration 74Q: 3 clusters Score -2830496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2830498.500000 Penalty: 4972.178711
	Iteration 75Q: 3 clusters Score -2830498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2830503.000000 Penalty: 4972.178711
	Iteration 76Q: 3 clusters Score -2830503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2830506.500000 Penalty: 4972.178711
	Iteration 77Q: 3 clusters Score -2830506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2830501.000000 Penalty: 4972.178711
	Iteration 78Q: 3 clusters Score -2830501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2830500.750000 Penalty: 4972.178711
	Iteration 79Q: 3 clusters Score -2830501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2830502.250000 Penalty: 4972.178711
	Iteration 80F: 3 clusters Score -2830502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2830504.250000 Penalty: 4972.178711
	Iteration 81Q: 3 clusters Score -2830504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2830505.250000 Penalty: 4972.178711
	Iteration 82Q: 3 clusters Score -2830505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2830504.500000 Penalty: 4972.178711
	Iteration 83Q: 3 clusters Score -2830504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2830504.500000 Penalty: 4972.178711
	Iteration 84F: 3 clusters Score -2830504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -287770.375000 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -287770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284936.156250 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -284936.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -285461.468750 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -285461.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285581.625000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -285581.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -285636.375000 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -285636.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285672.250000 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -285672.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285695.906250 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -285695.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285711.625000 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -285711.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -285720.687500 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -285720.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -285727.875000 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -285727.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -285736.187500 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -285736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285745.593750 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -285745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285754.375000 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -285754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -285763.000000 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -285763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285767.062500 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -285767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285770.437500 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -285770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285771.281250 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -285771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285771.812500 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -285771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285771.812500 Penalty: 3841.306641
	Iteration 17F: 3 clusters Score -285771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -608407.000000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -608407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -603852.625000 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -603852.6 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -604985.875000 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -604985.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -605185.187500 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -605185.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -605313.875000 Penalty: 4232.986816
	Iteration 3Q: 3 clusters Score -605313.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -605408.125000 Penalty: 4232.986816
	Iteration 4Q: 3 clusters Score -605408.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -605496.500000 Penalty: 4232.986816
	Iteration 5Q: 3 clusters Score -605496.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -605572.750000 Penalty: 4232.986816
	Iteration 6Q: 3 clusters Score -605572.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -605639.187500 Penalty: 4232.986816
	Iteration 7Q: 3 clusters Score -605639.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -605693.250000 Penalty: 4232.986816
	Iteration 8Q: 3 clusters Score -605693.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -605745.187500 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -605745.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -605787.687500 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -605787.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -605825.187500 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -605825.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -605851.187500 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -605851.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -605878.187500 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -605878.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -605907.562500 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -605907.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -605927.687500 Penalty: 4232.986816
	Iteration 15Q: 3 clusters Score -605927.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -605951.875000 Penalty: 4232.986816
	Iteration 16Q: 3 clusters Score -605951.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -605971.500000 Penalty: 4232.986816
	Iteration 17Q: 3 clusters Score -605971.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -605994.875000 Penalty: 4232.986816
	Iteration 18Q: 3 clusters Score -605994.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -606016.750000 Penalty: 4232.986816
	Iteration 19Q: 3 clusters Score -606016.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -606038.812500 Penalty: 4232.986816
	Iteration 20F: 3 clusters Score -606038.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -606059.000000 Penalty: 4232.986816
	Iteration 21Q: 3 clusters Score -606059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -606073.750000 Penalty: 4232.986816
	Iteration 22Q: 3 clusters Score -606073.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -606092.000000 Penalty: 4232.986816
	Iteration 23Q: 3 clusters Score -606092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -606112.687500 Penalty: 4232.986816
	Iteration 24Q: 3 clusters Score -606112.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -606137.625000 Penalty: 4232.986816
	Iteration 25Q: 3 clusters Score -606137.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -606158.375000 Penalty: 4232.986816
	Iteration 26Q: 3 clusters Score -606158.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -606183.625000 Penalty: 4232.986816
	Iteration 27Q: 3 clusters Score -606183.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -606214.937500 Penalty: 4232.986816
	Iteration 28Q: 3 clusters Score -606214.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -606248.437500 Penalty: 4232.986816
	Iteration 29Q: 3 clusters Score -606248.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -606283.187500 Penalty: 4232.986816
	Iteration 30Q: 3 clusters Score -606283.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -606318.437500 Penalty: 4232.986816
	Iteration 31Q: 3 clusters Score -606318.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -606361.875000 Penalty: 4232.986816
	Iteration 32Q: 3 clusters Score -606361.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -606398.250000 Penalty: 4232.986816
	Iteration 33Q: 3 clusters Score -606398.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606425.000000 Penalty: 4232.986816
	Iteration 34Q: 3 clusters Score -606425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -606448.312500 Penalty: 4232.986816
	Iteration 35Q: 3 clusters Score -606448.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -606471.312500 Penalty: 4232.986816
	Iteration 36Q: 3 clusters Score -606471.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -606499.687500 Penalty: 4232.986816
	Iteration 37Q: 3 clusters Score -606499.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -606530.125000 Penalty: 4232.986816
	Iteration 38Q: 3 clusters Score -606530.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -606564.750000 Penalty: 4232.986816
	Iteration 39Q: 3 clusters Score -606564.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -606596.687500 Penalty: 4232.986816
	Iteration 40F: 3 clusters Score -606596.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -606628.812500 Penalty: 4232.986816
	Iteration 41Q: 3 clusters Score -606628.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -606652.562500 Penalty: 4232.986816
	Iteration 42Q: 3 clusters Score -606652.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -606672.687500 Penalty: 4232.986816
	Iteration 43Q: 3 clusters Score -606672.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -606686.437500 Penalty: 4232.986816
	Iteration 44Q: 3 clusters Score -606686.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -606696.000000 Penalty: 4232.986816
	Iteration 45Q: 3 clusters Score -606696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -606704.437500 Penalty: 4232.986816
	Iteration 46Q: 3 clusters Score -606704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -606706.875000 Penalty: 4232.986816
	Iteration 47Q: 3 clusters Score -606706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -606707.625000 Penalty: 4232.986816
	Iteration 48Q: 3 clusters Score -606707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -606709.312500 Penalty: 4232.986816
	Iteration 49Q: 3 clusters Score -606709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -606710.375000 Penalty: 4232.986816
	Iteration 50Q: 3 clusters Score -606710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -606710.312500 Penalty: 4232.986816
	Iteration 51Q: 3 clusters Score -606710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -606710.312500 Penalty: 4232.986816
	Iteration 52F: 3 clusters Score -606710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Entering Unmasked Estep 
Score: -3200560.250000 Penalty: 2533.576172
	Iteration 0F: 2 clusters Score -3200560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3181682.500000 Penalty: 5067.152344
	Iteration 0F: 3 clusters Score -3181682 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3188656.750000 Penalty: 5067.152344
	Iteration 1F: 3 clusters Score -3188657 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3189310.750000 Penalty: 5067.152344
	Iteration 2F: 3 clusters Score -3189311 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3189919.750000 Penalty: 5067.152344
	Iteration 3F: 3 clusters Score -3189920 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3190521.750000 Penalty: 5067.152344
	Iteration 4Q: 3 clusters Score -3190522 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3191187.750000 Penalty: 5067.152344
	Iteration 5Q: 3 clusters Score -3191188 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3191894.500000 Penalty: 5067.152344
	Iteration 6F: 3 clusters Score -3191894 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3192709.250000 Penalty: 5067.152344
	Iteration 7F: 3 clusters Score -3192709 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3193485.000000 Penalty: 5067.152344
	Iteration 8Q: 3 clusters Score -3193485 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3194236.750000 Penalty: 5067.152344
	Iteration 9Q: 3 clusters Score -3194237 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3195015.750000 Penalty: 5067.152344
	Iteration 10Q: 3 clusters Score -3195016 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3195645.250000 Penalty: 5067.152344
	Iteration 11Q: 3 clusters Score -3195645 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3196109.500000 Penalty: 5067.152344
	Iteration 12Q: 3 clusters Score -3196110 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3196420.250000 Penalty: 5067.152344
	Iteration 13Q: 3 clusters Score -3196420 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3196651.000000 Penalty: 5067.152344
	Iteration 14Q: 3 clusters Score -3196651 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3196812.750000 Penalty: 5067.152344
	Iteration 15Q: 3 clusters Score -3196813 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3196950.500000 Penalty: 5067.152344
	Iteration 16Q: 3 clusters Score -3196950 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3197033.750000 Penalty: 5067.152344
	Iteration 17Q: 3 clusters Score -3197034 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3197128.250000 Penalty: 5067.152344
	Iteration 18Q: 3 clusters Score -3197128 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3197189.250000 Penalty: 5067.152344
	Iteration 19Q: 3 clusters Score -3197189 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3197246.500000 Penalty: 5067.152344
	Iteration 20F: 3 clusters Score -3197246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3197309.750000 Penalty: 5067.152344
	Iteration 21Q: 3 clusters Score -3197310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3197346.750000 Penalty: 5067.152344
	Iteration 22Q: 3 clusters Score -3197347 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3197399.750000 Penalty: 5067.152344
	Iteration 23Q: 3 clusters Score -3197400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3197474.250000 Penalty: 5067.152344
	Iteration 24Q: 3 clusters Score -3197474 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3197517.250000 Penalty: 5067.152344
	Iteration 25Q: 3 clusters Score -3197517 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3197590.000000 Penalty: 5067.152344
	Iteration 26Q: 3 clusters Score -3197590 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3197642.500000 Penalty: 5067.152344
	Iteration 27Q: 3 clusters Score -3197642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3197692.750000 Penalty: 5067.152344
	Iteration 28Q: 3 clusters Score -3197693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3197774.750000 Penalty: 5067.152344
	Iteration 29Q: 3 clusters Score -3197775 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3197869.750000 Penalty: 5067.152344
	Iteration 30Q: 3 clusters Score -3197870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3197986.000000 Penalty: 5067.152344
	Iteration 31Q: 3 clusters Score -3197986 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3198079.750000 Penalty: 5067.152344
	Iteration 32Q: 3 clusters Score -3198080 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3198169.000000 Penalty: 5067.152344
	Iteration 33Q: 3 clusters Score -3198169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3198241.500000 Penalty: 5067.152344
	Iteration 34Q: 3 clusters Score -3198242 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3198329.500000 Penalty: 5067.152344
	Iteration 35Q: 3 clusters Score -3198330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3198401.000000 Penalty: 5067.152344
	Iteration 36Q: 3 clusters Score -3198401 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3198464.750000 Penalty: 5067.152344
	Iteration 37Q: 3 clusters Score -3198465 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3198525.500000 Penalty: 5067.152344
	Iteration 38Q: 3 clusters Score -3198526 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3198578.500000 Penalty: 5067.152344
	Iteration 39Q: 3 clusters Score -3198578 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3198631.750000 Penalty: 5067.152344
	Iteration 40F: 3 clusters Score -3198632 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3198668.750000 Penalty: 5067.152344
	Iteration 41Q: 3 clusters Score -3198669 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3198716.250000 Penalty: 5067.152344
	Iteration 42Q: 3 clusters Score -3198716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3198747.500000 Penalty: 5067.152344
	Iteration 43Q: 3 clusters Score -3198748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3198785.750000 Penalty: 5067.152344
	Iteration 44Q: 3 clusters Score -3198786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3198802.750000 Penalty: 5067.152344
	Iteration 45Q: 3 clusters Score -3198803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3198822.750000 Penalty: 5067.152344
	Iteration 46Q: 3 clusters Score -3198823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3198834.500000 Penalty: 5067.152344
	Iteration 47Q: 3 clusters Score -3198834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3198846.500000 Penalty: 5067.152344
	Iteration 48Q: 3 clusters Score -3198846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3198860.750000 Penalty: 5067.152344
	Iteration 49Q: 3 clusters Score -3198861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3198877.750000 Penalty: 5067.152344
	Iteration 50Q: 3 clusters Score -3198878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3198887.000000 Penalty: 5067.152344
	Iteration 51Q: 3 clusters Score -3198887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3198905.750000 Penalty: 5067.152344
	Iteration 52Q: 3 clusters Score -3198906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3198926.000000 Penalty: 5067.152344
	Iteration 53Q: 3 clusters Score -3198926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3198932.000000 Penalty: 5067.152344
	Iteration 54Q: 3 clusters Score -3198932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3198961.500000 Penalty: 5067.152344
	Iteration 55Q: 3 clusters Score -3198962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3198969.750000 Penalty: 5067.152344
	Iteration 56Q: 3 clusters Score -3198970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3198983.250000 Penalty: 5067.152344
	Iteration 57Q: 3 clusters Score -3198983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3199007.500000 Penalty: 5067.152344
	Iteration 58Q: 3 clusters Score -3199008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3199012.250000 Penalty: 5067.152344
	Iteration 59Q: 3 clusters Score -3199012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3199027.000000 Penalty: 5067.152344
	Iteration 60F: 3 clusters Score -3199027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3199042.250000 Penalty: 5067.152344
	Iteration 61Q: 3 clusters Score -3199042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3199055.250000 Penalty: 5067.152344
	Iteration 62Q: 3 clusters Score -3199055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3199060.000000 Penalty: 5067.152344
	Iteration 63Q: 3 clusters Score -3199060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3199061.750000 Penalty: 5067.152344
	Iteration 64Q: 3 clusters Score -3199062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3199077.250000 Penalty: 5067.152344
	Iteration 65Q: 3 clusters Score -3199077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3199087.500000 Penalty: 5067.152344
	Iteration 66Q: 3 clusters Score -3199088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3199088.250000 Penalty: 5067.152344
	Iteration 67Q: 3 clusters Score -3199088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3199092.000000 Penalty: 5067.152344
	Iteration 68Q: 3 clusters Score -3199092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3199102.500000 Penalty: 5067.152344
	Iteration 69Q: 3 clusters Score -3199102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3199102.000000 Penalty: 5067.152344
	Iteration 70Q: 3 clusters Score -3199102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3199111.000000 Penalty: 5067.152344
	Iteration 71Q: 3 clusters Score -3199111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3199118.000000 Penalty: 5067.152344
	Iteration 72Q: 3 clusters Score -3199118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3199121.250000 Penalty: 5067.152344
	Iteration 73Q: 3 clusters Score -3199121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3199130.000000 Penalty: 5067.152344
	Iteration 74Q: 3 clusters Score -3199130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3199132.000000 Penalty: 5067.152344
	Iteration 75Q: 3 clusters Score -3199132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3199138.250000 Penalty: 5067.152344
	Iteration 76Q: 3 clusters Score -3199138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3199145.000000 Penalty: 5067.152344
	Iteration 77Q: 3 clusters Score -3199145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3199145.750000 Penalty: 5067.152344
	Iteration 78Q: 3 clusters Score -3199146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3199150.750000 Penalty: 5067.152344
	Iteration 79Q: 3 clusters Score -3199151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3199150.750000 Penalty: 5067.152344
	Iteration 80F: 3 clusters Score -3199151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3199151.500000 Penalty: 5067.152344
	Iteration 81Q: 3 clusters Score -3199152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3199153.750000 Penalty: 5067.152344
	Iteration 82Q: 3 clusters Score -3199154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3199156.250000 Penalty: 5067.152344
	Iteration 83Q: 3 clusters Score -3199156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3199154.500000 Penalty: 5067.152344
	Iteration 84Q: 3 clusters Score -3199154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3199156.500000 Penalty: 5067.152344
	Iteration 85Q: 3 clusters Score -3199156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3199155.000000 Penalty: 5067.152344
	Iteration 86Q: 3 clusters Score -3199155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3199158.500000 Penalty: 5067.152344
	Iteration 87Q: 3 clusters Score -3199158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3199161.750000 Penalty: 5067.152344
	Iteration 88Q: 3 clusters Score -3199162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3199154.750000 Penalty: 5067.152344
	Iteration 89Q: 3 clusters Score -3199155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3199158.250000 Penalty: 5067.152344
	Iteration 90Q: 3 clusters Score -3199158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3199163.000000 Penalty: 5067.152344
	Iteration 91Q: 3 clusters Score -3199163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3199158.750000 Penalty: 5067.152344
	Iteration 92Q: 3 clusters Score -3199159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3199159.250000 Penalty: 5067.152344
	Iteration 93Q: 3 clusters Score -3199159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3199156.750000 Penalty: 5067.152344
	Iteration 94Q: 3 clusters Score -3199157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3199160.250000 Penalty: 5067.152344
	Iteration 95Q: 3 clusters Score -3199160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3199160.000000 Penalty: 5067.152344
	Iteration 96Q: 3 clusters Score -3199160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3199160.250000 Penalty: 5067.152344
	Iteration 97Q: 3 clusters Score -3199160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3199157.250000 Penalty: 5067.152344
	Iteration 98Q: 3 clusters Score -3199157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3199159.500000 Penalty: 5067.152344
	Iteration 99Q: 3 clusters Score -3199160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3199162.500000 Penalty: 5067.152344
	Iteration 100F: 3 clusters Score -3199162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3199162.750000 Penalty: 5067.152344
	Iteration 101Q: 3 clusters Score -3199163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3199166.250000 Penalty: 5067.152344
	Iteration 102Q: 3 clusters Score -3199166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3199162.000000 Penalty: 5067.152344
	Iteration 103Q: 3 clusters Score -3199162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3199161.750000 Penalty: 5067.152344
	Iteration 104Q: 3 clusters Score -3199162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3199163.000000 Penalty: 5067.152344
	Iteration 105Q: 3 clusters Score -3199163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3199161.250000 Penalty: 5067.152344
	Iteration 106Q: 3 clusters Score -3199161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3199161.750000 Penalty: 5067.152344
	Iteration 107Q: 3 clusters Score -3199162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3199161.250000 Penalty: 5067.152344
	Iteration 108Q: 3 clusters Score -3199161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3199163.000000 Penalty: 5067.152344
	Iteration 109Q: 3 clusters Score -3199163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3199167.000000 Penalty: 5067.152344
	Iteration 110Q: 3 clusters Score -3199167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3199163.500000 Penalty: 5067.152344
	Iteration 111Q: 3 clusters Score -3199164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3199164.750000 Penalty: 5067.152344
	Iteration 112Q: 3 clusters Score -3199165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3199162.500000 Penalty: 5067.152344
	Iteration 113Q: 3 clusters Score -3199162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3199162.500000 Penalty: 5067.152344
	Iteration 114F: 3 clusters Score -3199162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -70724.531250 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -70724.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69055.890625 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -69055.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69302.835938 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -69302.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69396.312500 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -69396.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69428.804688 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -69428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69451.382812 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -69451.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69471.570312 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -69471.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69491.804688 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -69491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69517.070312 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -69517.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69541.031250 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -69541.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69593.914062 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -69593.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69677.429688 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -69677.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69868.093750 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -69868.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70065.203125 Penalty: 3226.126953
	Iteration 12F: 3 clusters Score -70065.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70178.828125 Penalty: 3226.126953
	Iteration 13F: 3 clusters Score -70178.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70243.984375 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -70243.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -70285.031250 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -70285.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70318.148438 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -70318.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70354.835938 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -70354.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70377.242188 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -70377.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70388.070312 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -70388.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70399.796875 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -70399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70405.468750 Penalty: 3226.126953
	Iteration 21Q: 3 clusters Score -70405.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70407.507812 Penalty: 3226.126953
	Iteration 22Q: 3 clusters Score -70407.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70416.625000 Penalty: 3226.126953
	Iteration 23Q: 3 clusters Score -70416.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70420.929688 Penalty: 3226.126953
	Iteration 24Q: 3 clusters Score -70420.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70420.929688 Penalty: 3226.126953
	Iteration 25F: 3 clusters Score -70420.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -986919.437500 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -986919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -980594.937500 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -980594.9 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -982319.187500 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -982319.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -982587.125000 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -982587.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -982748.562500 Penalty: 4446.995605
	Iteration 3Q: 3 clusters Score -982748.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -982885.625000 Penalty: 4446.995605
	Iteration 4Q: 3 clusters Score -982885.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -983023.000000 Penalty: 4446.995605
	Iteration 5Q: 3 clusters Score -983023 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -983148.562500 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -983148.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -983273.125000 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -983273.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -983405.562500 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -983405.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -983553.500000 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -983553.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -983715.687500 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -983715.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -983888.687500 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -983888.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -984084.937500 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -984084.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -984299.625000 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -984299.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -984513.750000 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -984513.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -984692.062500 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -984692.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -984827.125000 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -984827.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -984923.812500 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -984923.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -985001.000000 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -985001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -985052.062500 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -985052.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -985089.687500 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -985089.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -985119.375000 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -985119.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -985133.062500 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -985133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -985145.250000 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -985145.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -985149.062500 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -985149.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -985154.687500 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -985154.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -985159.187500 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -985159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -985161.250000 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -985161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -985163.687500 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -985163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -985165.437500 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -985165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -985166.125000 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -985166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -985166.062500 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -985166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -985168.187500 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -985168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -985168.750000 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -985168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -985170.437500 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -985170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -985170.125000 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -985170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -985170.687500 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -985170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -985168.750000 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -985168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -985168.750000 Penalty: 4446.995605
	Iteration 38F: 3 clusters Score -985168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -495259.250000 Penalty: 2063.652344
	Iteration 0F: 2 clusters Score -495259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -491307.750000 Penalty: 4127.304688
	Iteration 0F: 3 clusters Score -491307.8 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -492336.343750 Penalty: 4127.304688
	Iteration 1F: 3 clusters Score -492336.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -492608.093750 Penalty: 4127.304688
	Iteration 2F: 3 clusters Score -492608.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -492822.093750 Penalty: 4127.304688
	Iteration 3F: 3 clusters Score -492822.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -493053.281250 Penalty: 4127.304688
	Iteration 4F: 3 clusters Score -493053.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -493214.687500 Penalty: 4127.304688
	Iteration 5F: 3 clusters Score -493214.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -493359.312500 Penalty: 4127.304688
	Iteration 6Q: 3 clusters Score -493359.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -493471.750000 Penalty: 4127.304688
	Iteration 7Q: 3 clusters Score -493471.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -493545.125000 Penalty: 4127.304688
	Iteration 8Q: 3 clusters Score -493545.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -493605.531250 Penalty: 4127.304688
	Iteration 9Q: 3 clusters Score -493605.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -493653.593750 Penalty: 4127.304688
	Iteration 10Q: 3 clusters Score -493653.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -493685.656250 Penalty: 4127.304688
	Iteration 11Q: 3 clusters Score -493685.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -493716.312500 Penalty: 4127.304688
	Iteration 12Q: 3 clusters Score -493716.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -493742.843750 Penalty: 4127.304688
	Iteration 13Q: 3 clusters Score -493742.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -493760.343750 Penalty: 4127.304688
	Iteration 14Q: 3 clusters Score -493760.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -493773.562500 Penalty: 4127.304688
	Iteration 15Q: 3 clusters Score -493773.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -493792.187500 Penalty: 4127.304688
	Iteration 16Q: 3 clusters Score -493792.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -493813.156250 Penalty: 4127.304688
	Iteration 17Q: 3 clusters Score -493813.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -493826.406250 Penalty: 4127.304688
	Iteration 18Q: 3 clusters Score -493826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -493836.156250 Penalty: 4127.304688
	Iteration 19Q: 3 clusters Score -493836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -493843.343750 Penalty: 4127.304688
	Iteration 20F: 3 clusters Score -493843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -493847.187500 Penalty: 4127.304688
	Iteration 21Q: 3 clusters Score -493847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -493857.187500 Penalty: 4127.304688
	Iteration 22Q: 3 clusters Score -493857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -493864.062500 Penalty: 4127.304688
	Iteration 23Q: 3 clusters Score -493864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -493873.218750 Penalty: 4127.304688
	Iteration 24Q: 3 clusters Score -493873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -493878.625000 Penalty: 4127.304688
	Iteration 25Q: 3 clusters Score -493878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -493883.312500 Penalty: 4127.304688
	Iteration 26Q: 3 clusters Score -493883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -493885.468750 Penalty: 4127.304688
	Iteration 27Q: 3 clusters Score -493885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -493886.750000 Penalty: 4127.304688
	Iteration 28Q: 3 clusters Score -493886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -493888.343750 Penalty: 4127.304688
	Iteration 29Q: 3 clusters Score -493888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -493888.843750 Penalty: 4127.304688
	Iteration 30Q: 3 clusters Score -493888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -493891.468750 Penalty: 4127.304688
	Iteration 31Q: 3 clusters Score -493891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -493891.625000 Penalty: 4127.304688
	Iteration 32Q: 3 clusters Score -493891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -493892.125000 Penalty: 4127.304688
	Iteration 33Q: 3 clusters Score -493892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -493892.125000 Penalty: 4127.304688
	Iteration 34F: 3 clusters Score -493892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -818214.125000 Penalty: 2213.743408
	Iteration 0F: 2 clusters Score -818214.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -812164.250000 Penalty: 4427.486816
	Iteration 0F: 3 clusters Score -812164.2 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -814180.187500 Penalty: 4427.486816
	Iteration 1F: 3 clusters Score -814180.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -814848.562500 Penalty: 4427.486816
	Iteration 2F: 3 clusters Score -814848.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -815561.062500 Penalty: 4427.486816
	Iteration 3F: 3 clusters Score -815561.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -816161.062500 Penalty: 4427.486816
	Iteration 4F: 3 clusters Score -816161.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -816523.062500 Penalty: 4427.486816
	Iteration 5F: 3 clusters Score -816523.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -816740.312500 Penalty: 4427.486816
	Iteration 6Q: 3 clusters Score -816740.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -816871.437500 Penalty: 4427.486816
	Iteration 7Q: 3 clusters Score -816871.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -816945.500000 Penalty: 4427.486816
	Iteration 8Q: 3 clusters Score -816945.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -817007.562500 Penalty: 4427.486816
	Iteration 9Q: 3 clusters Score -817007.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -817065.187500 Penalty: 4427.486816
	Iteration 10Q: 3 clusters Score -817065.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -817109.500000 Penalty: 4427.486816
	Iteration 11Q: 3 clusters Score -817109.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -817140.750000 Penalty: 4427.486816
	Iteration 12Q: 3 clusters Score -817140.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -817169.250000 Penalty: 4427.486816
	Iteration 13Q: 3 clusters Score -817169.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -817191.687500 Penalty: 4427.486816
	Iteration 14Q: 3 clusters Score -817191.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -817210.437500 Penalty: 4427.486816
	Iteration 15Q: 3 clusters Score -817210.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -817228.625000 Penalty: 4427.486816
	Iteration 16Q: 3 clusters Score -817228.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -817249.812500 Penalty: 4427.486816
	Iteration 17Q: 3 clusters Score -817249.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -817262.937500 Penalty: 4427.486816
	Iteration 18Q: 3 clusters Score -817262.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -817271.000000 Penalty: 4427.486816
	Iteration 19Q: 3 clusters Score -817271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -817278.187500 Penalty: 4427.486816
	Iteration 20F: 3 clusters Score -817278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -817283.250000 Penalty: 4427.486816
	Iteration 21Q: 3 clusters Score -817283.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -817286.437500 Penalty: 4427.486816
	Iteration 22Q: 3 clusters Score -817286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -817293.125000 Penalty: 4427.486816
	Iteration 23Q: 3 clusters Score -817293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -817297.000000 Penalty: 4427.486816
	Iteration 24Q: 3 clusters Score -817297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -817300.000000 Penalty: 4427.486816
	Iteration 25Q: 3 clusters Score -817300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -817300.125000 Penalty: 4427.486816
	Iteration 26Q: 3 clusters Score -817300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -817300.250000 Penalty: 4427.486816
	Iteration 27Q: 3 clusters Score -817300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -817304.062500 Penalty: 4427.486816
	Iteration 28Q: 3 clusters Score -817304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -817308.625000 Penalty: 4427.486816
	Iteration 29Q: 3 clusters Score -817308.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -817312.437500 Penalty: 4427.486816
	Iteration 30Q: 3 clusters Score -817312.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -817316.250000 Penalty: 4427.486816
	Iteration 31Q: 3 clusters Score -817316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -817319.812500 Penalty: 4427.486816
	Iteration 32Q: 3 clusters Score -817319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -817323.500000 Penalty: 4427.486816
	Iteration 33Q: 3 clusters Score -817323.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -817327.500000 Penalty: 4427.486816
	Iteration 34Q: 3 clusters Score -817327.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -817328.750000 Penalty: 4427.486816
	Iteration 35Q: 3 clusters Score -817328.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -817334.562500 Penalty: 4427.486816
	Iteration 36Q: 3 clusters Score -817334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -817335.437500 Penalty: 4427.486816
	Iteration 37Q: 3 clusters Score -817335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -817337.937500 Penalty: 4427.486816
	Iteration 38Q: 3 clusters Score -817337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -817340.000000 Penalty: 4427.486816
	Iteration 39Q: 3 clusters Score -817340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -817342.062500 Penalty: 4427.486816
	Iteration 40F: 3 clusters Score -817342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -817346.062500 Penalty: 4427.486816
	Iteration 41Q: 3 clusters Score -817346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -817348.250000 Penalty: 4427.486816
	Iteration 42Q: 3 clusters Score -817348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -817347.562500 Penalty: 4427.486816
	Iteration 43Q: 3 clusters Score -817347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -817351.625000 Penalty: 4427.486816
	Iteration 44Q: 3 clusters Score -817351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -817352.125000 Penalty: 4427.486816
	Iteration 45Q: 3 clusters Score -817352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -817352.687500 Penalty: 4427.486816
	Iteration 46Q: 3 clusters Score -817352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -817354.187500 Penalty: 4427.486816
	Iteration 47Q: 3 clusters Score -817354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -817352.937500 Penalty: 4427.486816
	Iteration 48Q: 3 clusters Score -817352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -817352.750000 Penalty: 4427.486816
	Iteration 49Q: 3 clusters Score -817352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -817352.750000 Penalty: 4427.486816
	Iteration 50F: 3 clusters Score -817352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -1191491.000000 Penalty: 2282.247559
	Iteration 0F: 2 clusters Score -1191491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1183916.125000 Penalty: 4564.495117
	Iteration 0F: 3 clusters Score -1183916 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1186126.500000 Penalty: 4564.495117
	Iteration 1F: 3 clusters Score -1186126 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1186497.375000 Penalty: 4564.495117
	Iteration 2F: 3 clusters Score -1186497 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1186764.750000 Penalty: 4564.495117
	Iteration 3F: 3 clusters Score -1186765 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1186984.125000 Penalty: 4564.495117
	Iteration 4Q: 3 clusters Score -1186984 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1187180.250000 Penalty: 4564.495117
	Iteration 5Q: 3 clusters Score -1187180 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1187390.500000 Penalty: 4564.495117
	Iteration 6Q: 3 clusters Score -1187390 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1187599.125000 Penalty: 4564.495117
	Iteration 7Q: 3 clusters Score -1187599 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1187813.875000 Penalty: 4564.495117
	Iteration 8Q: 3 clusters Score -1187814 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1188007.875000 Penalty: 4564.495117
	Iteration 9Q: 3 clusters Score -1188008 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1188227.000000 Penalty: 4564.495117
	Iteration 10Q: 3 clusters Score -1188227 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1188480.125000 Penalty: 4564.495117
	Iteration 11Q: 3 clusters Score -1188480 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1188716.375000 Penalty: 4564.495117
	Iteration 12Q: 3 clusters Score -1188716 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1188942.875000 Penalty: 4564.495117
	Iteration 13Q: 3 clusters Score -1188943 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1189127.375000 Penalty: 4564.495117
	Iteration 14Q: 3 clusters Score -1189127 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1189286.875000 Penalty: 4564.495117
	Iteration 15Q: 3 clusters Score -1189287 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1189412.125000 Penalty: 4564.495117
	Iteration 16Q: 3 clusters Score -1189412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1189491.500000 Penalty: 4564.495117
	Iteration 17Q: 3 clusters Score -1189492 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1189550.625000 Penalty: 4564.495117
	Iteration 18Q: 3 clusters Score -1189551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1189615.750000 Penalty: 4564.495117
	Iteration 19Q: 3 clusters Score -1189616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1189664.250000 Penalty: 4564.495117
	Iteration 20F: 3 clusters Score -1189664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1189691.375000 Penalty: 4564.495117
	Iteration 21Q: 3 clusters Score -1189691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1189718.750000 Penalty: 4564.495117
	Iteration 22Q: 3 clusters Score -1189719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1189732.000000 Penalty: 4564.495117
	Iteration 23Q: 3 clusters Score -1189732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1189742.875000 Penalty: 4564.495117
	Iteration 24Q: 3 clusters Score -1189743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1189745.500000 Penalty: 4564.495117
	Iteration 25Q: 3 clusters Score -1189746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1189749.750000 Penalty: 4564.495117
	Iteration 26Q: 3 clusters Score -1189750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1189750.500000 Penalty: 4564.495117
	Iteration 27Q: 3 clusters Score -1189750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1189753.000000 Penalty: 4564.495117
	Iteration 28Q: 3 clusters Score -1189753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1189751.500000 Penalty: 4564.495117
	Iteration 29Q: 3 clusters Score -1189752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1189755.625000 Penalty: 4564.495117
	Iteration 30Q: 3 clusters Score -1189756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1189753.500000 Penalty: 4564.495117
	Iteration 31Q: 3 clusters Score -1189754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1189755.375000 Penalty: 4564.495117
	Iteration 32Q: 3 clusters Score -1189755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1189755.375000 Penalty: 4564.495117
	Iteration 33F: 3 clusters Score -1189755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128527.039062 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -128527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126581.867188 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -126581.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126962.460938 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -126962.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127103.765625 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -127103.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127226.804688 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -127226.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127351.632812 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -127351.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127471.492188 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -127471.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127553.117188 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -127553.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127630.828125 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -127630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127660.164062 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -127660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127674.453125 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -127674.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127690.718750 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -127690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127746.875000 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -127746.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127888.437500 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -127888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127952.289062 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -127952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127975.882812 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -127975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127994.570312 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -127994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128010.140625 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -128010.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128028.140625 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -128028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128044.109375 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -128044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128068.750000 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -128068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128097.039062 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -128097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128122.429688 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -128122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128138.882812 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -128138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128150.093750 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -128150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128159.210938 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -128159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128167.117188 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -128167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128175.367188 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -128175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128184.429688 Penalty: 3477.562012
	Iteration 27Q: 3 clusters Score -128184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128190.500000 Penalty: 3477.562012
	Iteration 28Q: 3 clusters Score -128190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128192.750000 Penalty: 3477.562012
	Iteration 29Q: 3 clusters Score -128192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128192.750000 Penalty: 3477.562012
	Iteration 30F: 3 clusters Score -128192.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Entering Unmasked Estep 
Score: -1779458.125000 Penalty: 2377.233887
	Iteration 0F: 2 clusters Score -1779458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1768886.500000 Penalty: 4754.467773
	Iteration 0F: 3 clusters Score -1768886 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1772745.250000 Penalty: 4754.467773
	Iteration 1F: 3 clusters Score -1772745 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1773617.250000 Penalty: 4754.467773
	Iteration 2F: 3 clusters Score -1773617 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1774528.625000 Penalty: 4754.467773
	Iteration 3F: 3 clusters Score -1774529 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1775471.000000 Penalty: 4754.467773
	Iteration 4F: 3 clusters Score -1775471 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1776410.000000 Penalty: 4754.467773
	Iteration 5F: 3 clusters Score -1776410 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1777220.375000 Penalty: 4754.467773
	Iteration 6F: 3 clusters Score -1777220 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1777863.250000 Penalty: 4754.467773
	Iteration 7Q: 3 clusters Score -1777863 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1778288.000000 Penalty: 4754.467773
	Iteration 8Q: 3 clusters Score -1778288 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1778504.375000 Penalty: 4754.467773
	Iteration 9Q: 3 clusters Score -1778504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1778586.125000 Penalty: 4754.467773
	Iteration 10Q: 3 clusters Score -1778586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1778624.125000 Penalty: 4754.467773
	Iteration 11Q: 3 clusters Score -1778624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1778649.875000 Penalty: 4754.467773
	Iteration 12Q: 3 clusters Score -1778650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1778662.250000 Penalty: 4754.467773
	Iteration 13Q: 3 clusters Score -1778662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1778672.125000 Penalty: 4754.467773
	Iteration 14Q: 3 clusters Score -1778672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1778677.875000 Penalty: 4754.467773
	Iteration 15Q: 3 clusters Score -1778678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1778685.750000 Penalty: 4754.467773
	Iteration 16Q: 3 clusters Score -1778686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1778695.250000 Penalty: 4754.467773
	Iteration 17Q: 3 clusters Score -1778695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1778697.875000 Penalty: 4754.467773
	Iteration 18Q: 3 clusters Score -1778698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1778700.750000 Penalty: 4754.467773
	Iteration 19Q: 3 clusters Score -1778701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1778703.625000 Penalty: 4754.467773
	Iteration 20F: 3 clusters Score -1778704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1778702.375000 Penalty: 4754.467773
	Iteration 21Q: 3 clusters Score -1778702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1778701.500000 Penalty: 4754.467773
	Iteration 22Q: 3 clusters Score -1778702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1778704.375000 Penalty: 4754.467773
	Iteration 23Q: 3 clusters Score -1778704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1778704.375000 Penalty: 4754.467773
	Iteration 24F: 3 clusters Score -1778704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -184369.328125 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -184369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -181946.406250 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -181946.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182379.031250 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -182379 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182508.953125 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -182509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182584.718750 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -182584.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182634.578125 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -182634.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -182675.531250 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -182675.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182703.734375 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -182703.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182730.203125 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -182730.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182762.296875 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -182762.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182785.437500 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -182785.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182813.078125 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -182813.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -182845.531250 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -182845.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182864.406250 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -182864.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182875.296875 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -182875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -182879.656250 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -182879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -182884.984375 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -182885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182890.171875 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -182890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -182898.343750 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -182898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182905.671875 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -182905.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182916.640625 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -182916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182921.593750 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -182921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182922.937500 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -182922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182924.062500 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -182924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182924.796875 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -182924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182925.671875 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -182925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182925.671875 Penalty: 3673.427246
	Iteration 25F: 3 clusters Score -182925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -11022.687500 Penalty: 1258.643066
	Iteration 0F: 2 clusters Score -11022.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10057.222656 Penalty: 2517.286133
	Iteration 0F: 3 clusters Score -10057.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10094.047852 Penalty: 2517.286133
	Iteration 1F: 3 clusters Score -10094.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10104.136719 Penalty: 2517.286133
	Iteration 2Q: 3 clusters Score -10104.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10129.773438 Penalty: 2517.286133
	Iteration 3Q: 3 clusters Score -10129.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10165.749023 Penalty: 2517.286133
	Iteration 4Q: 3 clusters Score -10165.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10200.610352 Penalty: 2517.286133
	Iteration 5Q: 3 clusters Score -10200.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10200.610352 Penalty: 2517.286133
	Iteration 6F: 3 clusters Score -10200.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (334144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334144 members 
Entering Unmasked Estep 
Score: -41906580.000000 Penalty: 3154.393066
	Iteration 0F: 2 clusters Score -4.190658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167162 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -41696964.000000 Penalty: 6308.786133
	Iteration 0F: 3 clusters Score -4.169696e+07 nChanged 162214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -41792676.000000 Penalty: 6308.786133
	Iteration 1F: 3 clusters Score -4.179268e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -41793548.000000 Penalty: 6308.786133
	Iteration 2Q: 3 clusters Score -4.179355e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 160597 members 
Entering Unmasked Estep 
Score: -41794700.000000 Penalty: 6308.786133
	Iteration 3Q: 3 clusters Score -4.17947e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176939 members 
Mstep: Class 2 contains 157205 members 
Entering Unmasked Estep 
Score: -41795836.000000 Penalty: 6308.786133
	Iteration 4Q: 3 clusters Score -4.179584e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -41797800.000000 Penalty: 6308.786133
	Iteration 5Q: 3 clusters Score -4.17978e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189928 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -41801096.000000 Penalty: 6308.786133
	Iteration 6Q: 3 clusters Score -4.18011e+07 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201705 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -41806592.000000 Penalty: 6308.786133
	Iteration 7Q: 3 clusters Score -4.180659e+07 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218501 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -41816800.000000 Penalty: 6308.786133
	Iteration 8F: 3 clusters Score -4.18168e+07 nChanged 23573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240818 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -41832952.000000 Penalty: 6308.786133
	Iteration 9F: 3 clusters Score -4.183295e+07 nChanged 25719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265943 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -41852648.000000 Penalty: 6308.786133
	Iteration 10F: 3 clusters Score -4.185265e+07 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288234 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -41870908.000000 Penalty: 6308.786133
	Iteration 11F: 3 clusters Score -4.187091e+07 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304082 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -41884140.000000 Penalty: 6308.786133
	Iteration 12Q: 3 clusters Score -4.188414e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313855 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -41892468.000000 Penalty: 6308.786133
	Iteration 13Q: 3 clusters Score -4.189247e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319692 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -41897152.000000 Penalty: 6308.786133
	Iteration 14Q: 3 clusters Score -4.189715e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323409 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -41900024.000000 Penalty: 6308.786133
	Iteration 15Q: 3 clusters Score -4.190002e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325886 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -41901748.000000 Penalty: 6308.786133
	Iteration 16Q: 3 clusters Score -4.190175e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327474 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -41902616.000000 Penalty: 6308.786133
	Iteration 17Q: 3 clusters Score -4.190262e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328627 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -41903372.000000 Penalty: 6308.786133
	Iteration 18Q: 3 clusters Score -4.190337e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329441 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -41903848.000000 Penalty: 6308.786133
	Iteration 19Q: 3 clusters Score -4.190385e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329993 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -41904076.000000 Penalty: 6308.786133
	Iteration 20F: 3 clusters Score -4.190408e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330385 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -41904264.000000 Penalty: 6308.786133
	Iteration 21Q: 3 clusters Score -4.190426e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330686 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -41904436.000000 Penalty: 6308.786133
	Iteration 22Q: 3 clusters Score -4.190444e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330885 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -41904560.000000 Penalty: 6308.786133
	Iteration 23Q: 3 clusters Score -4.190456e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331035 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -41904664.000000 Penalty: 6308.786133
	Iteration 24Q: 3 clusters Score -4.190466e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331151 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -41904740.000000 Penalty: 6308.786133
	Iteration 25Q: 3 clusters Score -4.190474e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331243 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -41904708.000000 Penalty: 6308.786133
	Iteration 26Q: 3 clusters Score -4.190471e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331331 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -41904740.000000 Penalty: 6308.786133
	Iteration 27Q: 3 clusters Score -4.190474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331396 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -41904744.000000 Penalty: 6308.786133
	Iteration 28Q: 3 clusters Score -4.190474e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331438 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -41904796.000000 Penalty: 6308.786133
	Iteration 29Q: 3 clusters Score -4.19048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331471 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -41904784.000000 Penalty: 6308.786133
	Iteration 30Q: 3 clusters Score -4.190478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331501 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -41904848.000000 Penalty: 6308.786133
	Iteration 31Q: 3 clusters Score -4.190485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331531 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -41904816.000000 Penalty: 6308.786133
	Iteration 32Q: 3 clusters Score -4.190482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331553 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -41904808.000000 Penalty: 6308.786133
	Iteration 33Q: 3 clusters Score -4.190481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331574 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -41904820.000000 Penalty: 6308.786133
	Iteration 34Q: 3 clusters Score -4.190482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331587 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -41904836.000000 Penalty: 6308.786133
	Iteration 35Q: 3 clusters Score -4.190484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331598 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -41904852.000000 Penalty: 6308.786133
	Iteration 36Q: 3 clusters Score -4.190485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331612 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -41904852.000000 Penalty: 6308.786133
	Iteration 37Q: 3 clusters Score -4.190485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331615 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -41904868.000000 Penalty: 6308.786133
	Iteration 38Q: 3 clusters Score -4.190487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331623 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -41904860.000000 Penalty: 6308.786133
	Iteration 39Q: 3 clusters Score -4.190486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331627 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -41904856.000000 Penalty: 6308.786133
	Iteration 40F: 3 clusters Score -4.190486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331628 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -41904868.000000 Penalty: 6308.786133
	Iteration 41Q: 3 clusters Score -4.190487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331628 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -41904868.000000 Penalty: 6308.786133
	Iteration 42Q: 3 clusters Score -4.190487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331629 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -41904888.000000 Penalty: 6308.786133
	Iteration 43Q: 3 clusters Score -4.190489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331632 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -41904876.000000 Penalty: 6308.786133
	Iteration 44Q: 3 clusters Score -4.190488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331633 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -41904860.000000 Penalty: 6308.786133
	Iteration 45Q: 3 clusters Score -4.190486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331634 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -41904856.000000 Penalty: 6308.786133
	Iteration 46Q: 3 clusters Score -4.190486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331640 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -41904848.000000 Penalty: 6308.786133
	Iteration 47Q: 3 clusters Score -4.190485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331642 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -41904856.000000 Penalty: 6308.786133
	Iteration 48Q: 3 clusters Score -4.190486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331643 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -41904852.000000 Penalty: 6308.786133
	Iteration 49Q: 3 clusters Score -4.190485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -41904868.000000 Penalty: 6308.786133
	Iteration 50Q: 3 clusters Score -4.190487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -41904868.000000 Penalty: 6308.786133
	Iteration 51F: 3 clusters Score -4.190487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25518.394531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -25518.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24321.097656 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -24321.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24541.126953 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -24541.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24638.289062 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -24638.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24658.541016 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -24658.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24665.253906 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -24665.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24668.007812 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -24668.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24668.007812 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -24668.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -90166.664062 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -90166.66 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 372 members 
Entering Unmasked Estep 
Score: -88381.882812 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -88381.88 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88598.679688 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -88598.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88655.617188 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -88655.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88690.945312 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -88690.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88701.812500 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -88701.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88704.578125 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -88704.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88708.343750 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -88708.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88709.195312 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -88709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88710.507812 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -88710.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88711.625000 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -88711.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88713.507812 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -88713.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88715.445312 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -88715.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88717.335938 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -88717.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88719.343750 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -88719.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88720.750000 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -88720.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88721.570312 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -88721.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88721.570312 Penalty: 3297.253418
	Iteration 16F: 3 clusters Score -88721.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30972.265625 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -30972.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29754.669922 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -29754.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29828.527344 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -29828.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29852.986328 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -29852.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29862.486328 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -29862.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29862.486328 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -29862.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -67975.820312 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -67975.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66324.492188 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -66324.49 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66601.289062 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -66601.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66683.375000 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -66683.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66733.960938 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -66733.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66769.531250 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -66769.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66798.593750 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -66798.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66844.296875 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -66844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66863.984375 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -66863.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66884.937500 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -66884.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66911.085938 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -66911.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66936.703125 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -66936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66952.687500 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -66952.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66976.335938 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -66976.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67011.710938 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -67011.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67053.335938 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -67053.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67078.546875 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -67078.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67111.476562 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -67111.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67145.101562 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -67145.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67163.070312 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -67163.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67173.921875 Penalty: 3211.049805
	Iteration 19Q: 3 clusters Score -67173.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67182.125000 Penalty: 3211.049805
	Iteration 20F: 3 clusters Score -67182.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67212.296875 Penalty: 3211.049805
	Iteration 21Q: 3 clusters Score -67212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67245.914062 Penalty: 3211.049805
	Iteration 22Q: 3 clusters Score -67245.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67289.000000 Penalty: 3211.049805
	Iteration 23Q: 3 clusters Score -67289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67313.453125 Penalty: 3211.049805
	Iteration 24Q: 3 clusters Score -67313.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67326.546875 Penalty: 3211.049805
	Iteration 25Q: 3 clusters Score -67326.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67333.906250 Penalty: 3211.049805
	Iteration 26Q: 3 clusters Score -67333.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67339.531250 Penalty: 3211.049805
	Iteration 27Q: 3 clusters Score -67339.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67342.914062 Penalty: 3211.049805
	Iteration 28Q: 3 clusters Score -67342.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67345.726562 Penalty: 3211.049805
	Iteration 29Q: 3 clusters Score -67345.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67345.726562 Penalty: 3211.049805
	Iteration 30F: 3 clusters Score -67345.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (35157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Entering Unmasked Estep 
Score: -4345028.000000 Penalty: 2595.959473
	Iteration 0F: 2 clusters Score -4345028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4321178.000000 Penalty: 5191.918945
	Iteration 0F: 3 clusters Score -4321178 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4330224.000000 Penalty: 5191.918945
	Iteration 1F: 3 clusters Score -4330224 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4330926.500000 Penalty: 5191.918945
	Iteration 2Q: 3 clusters Score -4330926 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4331750.500000 Penalty: 5191.918945
	Iteration 3F: 3 clusters Score -4331750 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4332814.000000 Penalty: 5191.918945
	Iteration 4F: 3 clusters Score -4332814 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4334234.500000 Penalty: 5191.918945
	Iteration 5F: 3 clusters Score -4334234 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4336062.000000 Penalty: 5191.918945
	Iteration 6F: 3 clusters Score -4336062 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4338005.500000 Penalty: 5191.918945
	Iteration 7F: 3 clusters Score -4338006 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4339648.500000 Penalty: 5191.918945
	Iteration 8F: 3 clusters Score -4339648 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4340880.000000 Penalty: 5191.918945
	Iteration 9Q: 3 clusters Score -4340880 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4341820.500000 Penalty: 5191.918945
	Iteration 10Q: 3 clusters Score -4341820 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4342476.500000 Penalty: 5191.918945
	Iteration 11Q: 3 clusters Score -4342476 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4342914.500000 Penalty: 5191.918945
	Iteration 12Q: 3 clusters Score -4342914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4343183.500000 Penalty: 5191.918945
	Iteration 13Q: 3 clusters Score -4343184 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4343351.000000 Penalty: 5191.918945
	Iteration 14Q: 3 clusters Score -4343351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4343454.500000 Penalty: 5191.918945
	Iteration 15Q: 3 clusters Score -4343454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4343524.500000 Penalty: 5191.918945
	Iteration 16Q: 3 clusters Score -4343524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4343557.500000 Penalty: 5191.918945
	Iteration 17Q: 3 clusters Score -4343558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4343584.500000 Penalty: 5191.918945
	Iteration 18Q: 3 clusters Score -4343584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4343603.000000 Penalty: 5191.918945
	Iteration 19Q: 3 clusters Score -4343603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4343613.500000 Penalty: 5191.918945
	Iteration 20F: 3 clusters Score -4343614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4343626.000000 Penalty: 5191.918945
	Iteration 21Q: 3 clusters Score -4343626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4343632.000000 Penalty: 5191.918945
	Iteration 22Q: 3 clusters Score -4343632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4343627.500000 Penalty: 5191.918945
	Iteration 23Q: 3 clusters Score -4343628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4343638.000000 Penalty: 5191.918945
	Iteration 24Q: 3 clusters Score -4343638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4343636.500000 Penalty: 5191.918945
	Iteration 25Q: 3 clusters Score -4343636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4343640.500000 Penalty: 5191.918945
	Iteration 26Q: 3 clusters Score -4343640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4343644.000000 Penalty: 5191.918945
	Iteration 27Q: 3 clusters Score -4343644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4343646.000000 Penalty: 5191.918945
	Iteration 28Q: 3 clusters Score -4343646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4343654.500000 Penalty: 5191.918945
	Iteration 29Q: 3 clusters Score -4343654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4343654.500000 Penalty: 5191.918945
	Iteration 30Q: 3 clusters Score -4343654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4343653.500000 Penalty: 5191.918945
	Iteration 31Q: 3 clusters Score -4343654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4343654.500000 Penalty: 5191.918945
	Iteration 32Q: 3 clusters Score -4343654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4343652.000000 Penalty: 5191.918945
	Iteration 33Q: 3 clusters Score -4343652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4343651.000000 Penalty: 5191.918945
	Iteration 34Q: 3 clusters Score -4343651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4343652.000000 Penalty: 5191.918945
	Iteration 35Q: 3 clusters Score -4343652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4343652.000000 Penalty: 5191.918945
	Iteration 36Q: 3 clusters Score -4343652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4343649.500000 Penalty: 5191.918945
	Iteration 37Q: 3 clusters Score -4343650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4343652.500000 Penalty: 5191.918945
	Iteration 38Q: 3 clusters Score -4343652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4343653.500000 Penalty: 5191.918945
	Iteration 39Q: 3 clusters Score -4343654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4343654.000000 Penalty: 5191.918945
	Iteration 40F: 3 clusters Score -4343654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4343650.000000 Penalty: 5191.918945
	Iteration 41Q: 3 clusters Score -4343650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4343653.500000 Penalty: 5191.918945
	Iteration 42Q: 3 clusters Score -4343654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -4343656.000000 Penalty: 5191.918945
	Iteration 43Q: 3 clusters Score -4343656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4343655.000000 Penalty: 5191.918945
	Iteration 44Q: 3 clusters Score -4343655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4343655.000000 Penalty: 5191.918945
	Iteration 45F: 3 clusters Score -4343655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13759.666016 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12772.066406 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12772.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12905.765625 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12905.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12914.858398 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12914.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12914.858398 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -12914.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -560072.125000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -560072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -555606.562500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -555606.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -556779.937500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -556779.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -557190.562500 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -557190.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -557600.437500 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -557600.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -558034.562500 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -558034.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -558413.687500 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -558413.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -558650.000000 Penalty: 4214.203613
	Iteration 6F: 3 clusters Score -558650 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -558774.937500 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -558774.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -558845.687500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -558845.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -558897.562500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -558897.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -558929.625000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -558929.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -558947.375000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -558947.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -558960.250000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -558960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -558969.562500 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -558969.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -558973.000000 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -558973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -558977.375000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -558977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -558979.625000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -558979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -558983.125000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -558983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -558984.312500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -558984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -558985.437500 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -558985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -558985.000000 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -558985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -310484.812500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -310484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -307409.812500 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -307409.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308022.156250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -308022.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308196.093750 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -308196.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308286.375000 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -308286.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -308350.906250 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -308350.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -308413.343750 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -308413.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -308471.125000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -308471.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -308529.937500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -308529.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -308588.593750 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -308588.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308639.437500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -308639.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308688.125000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -308688.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -308728.531250 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -308728.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -308762.531250 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -308762.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -308781.312500 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -308781.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -308794.937500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -308794.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -308808.281250 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -308808.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -308823.968750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -308824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -308843.125000 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -308843.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -308863.250000 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -308863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -308878.468750 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -308878.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -308887.687500 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -308887.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -308892.812500 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -308892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -308898.093750 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -308898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -308903.468750 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -308903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308910.031250 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -308910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -308913.750000 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -308913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -308917.187500 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -308917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -308923.343750 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -308923.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308929.937500 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -308929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -308936.968750 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -308937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -308947.156250 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -308947.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -308959.562500 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -308959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -308978.812500 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -308978.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -308993.375000 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -308993.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -309000.968750 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -309001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309011.000000 Penalty: 3922.560059
	Iteration 35Q: 3 clusters Score -309011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -309023.187500 Penalty: 3922.560059
	Iteration 36Q: 3 clusters Score -309023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -309031.781250 Penalty: 3922.560059
	Iteration 37Q: 3 clusters Score -309031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -309040.812500 Penalty: 3922.560059
	Iteration 38Q: 3 clusters Score -309040.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -309048.687500 Penalty: 3922.560059
	Iteration 39Q: 3 clusters Score -309048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -309053.562500 Penalty: 3922.560059
	Iteration 40F: 3 clusters Score -309053.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309064.781250 Penalty: 3922.560059
	Iteration 41Q: 3 clusters Score -309064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309076.687500 Penalty: 3922.560059
	Iteration 42Q: 3 clusters Score -309076.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309092.531250 Penalty: 3922.560059
	Iteration 43Q: 3 clusters Score -309092.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -309104.406250 Penalty: 3922.560059
	Iteration 44Q: 3 clusters Score -309104.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -309118.281250 Penalty: 3922.560059
	Iteration 45Q: 3 clusters Score -309118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -309125.531250 Penalty: 3922.560059
	Iteration 46Q: 3 clusters Score -309125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -309132.343750 Penalty: 3922.560059
	Iteration 47Q: 3 clusters Score -309132.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -309136.531250 Penalty: 3922.560059
	Iteration 48Q: 3 clusters Score -309136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -309139.718750 Penalty: 3922.560059
	Iteration 49Q: 3 clusters Score -309139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -309144.281250 Penalty: 3922.560059
	Iteration 50Q: 3 clusters Score -309144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -309149.281250 Penalty: 3922.560059
	Iteration 51Q: 3 clusters Score -309149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -309158.625000 Penalty: 3922.560059
	Iteration 52Q: 3 clusters Score -309158.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -309169.343750 Penalty: 3922.560059
	Iteration 53Q: 3 clusters Score -309169.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -309178.656250 Penalty: 3922.560059
	Iteration 54Q: 3 clusters Score -309178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -309186.531250 Penalty: 3922.560059
	Iteration 55Q: 3 clusters Score -309186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -309192.656250 Penalty: 3922.560059
	Iteration 56Q: 3 clusters Score -309192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -309196.218750 Penalty: 3922.560059
	Iteration 57Q: 3 clusters Score -309196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -309203.375000 Penalty: 3922.560059
	Iteration 58Q: 3 clusters Score -309203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -309212.218750 Penalty: 3922.560059
	Iteration 59Q: 3 clusters Score -309212.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309220.156250 Penalty: 3922.560059
	Iteration 60F: 3 clusters Score -309220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -309226.843750 Penalty: 3922.560059
	Iteration 61Q: 3 clusters Score -309226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -309231.625000 Penalty: 3922.560059
	Iteration 62Q: 3 clusters Score -309231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -309237.093750 Penalty: 3922.560059
	Iteration 63Q: 3 clusters Score -309237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -309246.062500 Penalty: 3922.560059
	Iteration 64Q: 3 clusters Score -309246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -309252.750000 Penalty: 3922.560059
	Iteration 65Q: 3 clusters Score -309252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -309259.093750 Penalty: 3922.560059
	Iteration 66Q: 3 clusters Score -309259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -309266.093750 Penalty: 3922.560059
	Iteration 67Q: 3 clusters Score -309266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -309271.062500 Penalty: 3922.560059
	Iteration 68Q: 3 clusters Score -309271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -309273.656250 Penalty: 3922.560059
	Iteration 69Q: 3 clusters Score -309273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -309276.343750 Penalty: 3922.560059
	Iteration 70Q: 3 clusters Score -309276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -309277.468750 Penalty: 3922.560059
	Iteration 71Q: 3 clusters Score -309277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -309278.437500 Penalty: 3922.560059
	Iteration 72Q: 3 clusters Score -309278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -309282.250000 Penalty: 3922.560059
	Iteration 73Q: 3 clusters Score -309282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -309288.062500 Penalty: 3922.560059
	Iteration 74Q: 3 clusters Score -309288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -309294.218750 Penalty: 3922.560059
	Iteration 75Q: 3 clusters Score -309294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -309299.437500 Penalty: 3922.560059
	Iteration 76Q: 3 clusters Score -309299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -309307.531250 Penalty: 3922.560059
	Iteration 77Q: 3 clusters Score -309307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -309315.218750 Penalty: 3922.560059
	Iteration 78Q: 3 clusters Score -309315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -309320.437500 Penalty: 3922.560059
	Iteration 79Q: 3 clusters Score -309320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -309325.875000 Penalty: 3922.560059
	Iteration 80F: 3 clusters Score -309325.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -309331.031250 Penalty: 3922.560059
	Iteration 81Q: 3 clusters Score -309331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -309337.531250 Penalty: 3922.560059
	Iteration 82Q: 3 clusters Score -309337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -309340.375000 Penalty: 3922.560059
	Iteration 83Q: 3 clusters Score -309340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -309341.156250 Penalty: 3922.560059
	Iteration 84Q: 3 clusters Score -309341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -309341.625000 Penalty: 3922.560059
	Iteration 85Q: 3 clusters Score -309341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -309341.625000 Penalty: 3922.560059
	Iteration 86F: 3 clusters Score -309341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 23149 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51009 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178091 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 39321 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17388 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156606 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29855 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22574 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 27338 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7528 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14554 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334144 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35157 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4897 members 
Mstep: Class 48 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023104.000000 Penalty: 166335.640625
Iteration 159Q: 49 clusters Score -1.420231e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 23118 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51009 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178103 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 39256 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 5790 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156600 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 51326 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29858 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22571 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5093 members 
Mstep: Class 30 contains 27337 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7832 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 9923 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14551 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 160 members 
Mstep: Class 40 contains 334155 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35158 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4898 members 
Mstep: Class 48 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023248.000000 Penalty: 166335.640625
Iteration 160F: 49 clusters Score -1.420232e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 23102 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 178111 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 39201 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156592 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29858 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22552 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5096 members 
Mstep: Class 30 contains 27335 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7838 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7531 members 
Mstep: Class 35 contains 9924 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14550 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334148 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 648 members 
Mstep: Class 45 contains 35158 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4899 members 
Mstep: Class 48 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023488.000000 Penalty: 166335.640625
Iteration 161Q: 49 clusters Score -1.420235e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 23073 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 178107 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 39157 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156581 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 26338 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29861 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22537 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5097 members 
Mstep: Class 30 contains 27338 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7841 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7534 members 
Mstep: Class 35 contains 9924 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14548 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334172 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35158 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023280.000000 Penalty: 166335.640625
Iteration 162Q: 49 clusters Score -1.420233e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 23050 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178112 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 39118 members 
Mstep: Class 11 contains 12792 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156577 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 26340 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29860 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22527 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 27340 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7539 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14547 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334180 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35157 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4910 members 
Mstep: Class 48 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023408.000000 Penalty: 166335.640625
Iteration 163Q: 49 clusters Score -1.420234e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 23029 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51006 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178118 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 39092 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156570 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 26340 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29861 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5101 members 
Mstep: Class 30 contains 27345 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7541 members 
Mstep: Class 35 contains 9925 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14547 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334185 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 771 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4914 members 
Mstep: Class 48 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023424.000000 Penalty: 166335.640625
Iteration 164Q: 49 clusters Score -1.420234e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 23009 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178106 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 39074 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17390 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156570 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 26338 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29865 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22515 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 27347 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7543 members 
Mstep: Class 35 contains 9927 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14547 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334197 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4917 members 
Mstep: Class 48 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023472.000000 Penalty: 166335.640625
Iteration 165Q: 49 clusters Score -1.420235e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 22995 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 178094 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 39059 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17392 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156568 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 26338 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29867 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22507 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5105 members 
Mstep: Class 30 contains 27351 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7542 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14546 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334208 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35153 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4920 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023424.000000 Penalty: 166335.640625
Iteration 166Q: 49 clusters Score -1.420234e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 22981 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178085 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 39050 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156559 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26341 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29870 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22505 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 27353 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7543 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14546 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334209 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35154 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023552.000000 Penalty: 166335.640625
Iteration 167Q: 49 clusters Score -1.420236e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 22969 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 178079 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 39044 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156560 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26338 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29873 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22502 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 27355 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7544 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14545 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334207 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4924 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023552.000000 Penalty: 166335.640625
Iteration 168Q: 49 clusters Score -1.420236e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 22958 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178071 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 39033 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17395 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156554 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26338 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29875 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22496 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 27363 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7545 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334210 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 773 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4925 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023424.000000 Penalty: 166335.640625
Iteration 169Q: 49 clusters Score -1.420234e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 22955 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178073 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 39027 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156547 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26339 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29875 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22490 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 27366 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7546 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14543 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334210 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35153 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4925 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023520.000000 Penalty: 166335.640625
Iteration 170Q: 49 clusters Score -1.420235e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 22949 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178078 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 39021 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26344 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29876 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22485 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5108 members 
Mstep: Class 30 contains 27371 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7547 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14543 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334205 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35153 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4925 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023504.000000 Penalty: 166335.640625
Iteration 171Q: 49 clusters Score -1.420235e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 22942 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178080 members 
Mstep: Class 9 contains 17467 members 
Mstep: Class 10 contains 39017 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156540 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26346 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29876 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22478 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5109 members 
Mstep: Class 30 contains 27377 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7845 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7547 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14543 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334208 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4924 members 
Mstep: Class 48 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023424.000000 Penalty: 166335.640625
Iteration 172Q: 49 clusters Score -1.420234e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 22937 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178083 members 
Mstep: Class 9 contains 17468 members 
Mstep: Class 10 contains 39010 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26343 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29875 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22475 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5110 members 
Mstep: Class 30 contains 27377 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7848 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7547 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334212 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023488.000000 Penalty: 166335.640625
Iteration 173Q: 49 clusters Score -1.420235e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178084 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 39004 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156538 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26345 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29874 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5110 members 
Mstep: Class 30 contains 27381 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7849 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334214 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023552.000000 Penalty: 166335.640625
Iteration 174Q: 49 clusters Score -1.420236e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15175 members 
Mstep: Class 8 contains 178083 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38998 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156533 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26346 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29876 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5112 members 
Mstep: Class 30 contains 27382 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334217 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35151 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4922 members 
Mstep: Class 48 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023440.000000 Penalty: 166335.640625
Iteration 175Q: 49 clusters Score -1.420234e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 22928 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51006 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 178080 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38994 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156532 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 26344 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29878 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27384 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334220 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35152 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023568.000000 Penalty: 166335.640625
Iteration 176Q: 49 clusters Score -1.420236e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 22925 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178075 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38991 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156530 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26342 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29879 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27381 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334226 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35154 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023424.000000 Penalty: 166335.640625
Iteration 177Q: 49 clusters Score -1.420234e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 22923 members 
Mstep: Class 3 contains 12560 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178073 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38986 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156531 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26339 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29879 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27382 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7549 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334230 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35154 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023456.000000 Penalty: 166335.640625
Iteration 178Q: 49 clusters Score -1.420235e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 22919 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178072 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38981 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156532 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 26337 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29878 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22464 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27380 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7549 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334234 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023440.000000 Penalty: 166335.640625
Iteration 179Q: 49 clusters Score -1.420234e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 22916 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 51003 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178067 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38977 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17395 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156536 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29878 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27375 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 165 members 
Mstep: Class 40 contains 334239 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023616.000000 Penalty: 166335.640625
Iteration 180F: 49 clusters Score -1.420236e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 51003 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178058 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38972 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17396 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156538 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29879 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27376 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 334246 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 650 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023840.000000 Penalty: 166335.640625
Iteration 181Q: 49 clusters Score -1.420238e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 22916 members 
Mstep: Class 3 contains 12560 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178056 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38968 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17397 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156540 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 26334 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27377 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 334249 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023808.000000 Penalty: 166335.640625
Iteration 182Q: 49 clusters Score -1.420238e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 22916 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 178058 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38962 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17398 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26330 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27377 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334250 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023968.000000 Penalty: 166335.640625
Iteration 183Q: 49 clusters Score -1.42024e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 22916 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178055 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38958 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27378 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334251 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023904.000000 Penalty: 166335.640625
Iteration 184Q: 49 clusters Score -1.420239e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178052 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38954 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334253 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023936.000000 Penalty: 166335.640625
Iteration 185Q: 49 clusters Score -1.420239e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178050 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38949 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156543 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334256 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023904.000000 Penalty: 166335.640625
Iteration 186Q: 49 clusters Score -1.420239e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178045 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38945 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156545 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27380 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334260 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023952.000000 Penalty: 166335.640625
Iteration 187Q: 49 clusters Score -1.42024e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178040 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38943 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156544 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27380 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14542 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334266 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023904.000000 Penalty: 166335.640625
Iteration 188Q: 49 clusters Score -1.420239e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38941 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156543 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14543 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334265 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35156 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023888.000000 Penalty: 166335.640625
Iteration 189Q: 49 clusters Score -1.420239e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178040 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38940 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156543 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334267 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023904.000000 Penalty: 166335.640625
Iteration 190Q: 49 clusters Score -1.420239e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 22915 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156543 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334267 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023952.000000 Penalty: 166335.640625
Iteration 191Q: 49 clusters Score -1.42024e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 22914 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178035 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156540 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26335 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334272 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023920.000000 Penalty: 166335.640625
Iteration 192Q: 49 clusters Score -1.420239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 22913 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178036 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26334 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29881 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334272 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023920.000000 Penalty: 166335.640625
Iteration 193Q: 49 clusters Score -1.420239e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 22912 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15179 members 
Mstep: Class 8 contains 178037 members 
Mstep: Class 9 contains 17470 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334272 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023936.000000 Penalty: 166335.640625
Iteration 194Q: 49 clusters Score -1.420239e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22912 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15178 members 
Mstep: Class 8 contains 178036 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334274 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023936.000000 Penalty: 166335.640625
Iteration 195Q: 49 clusters Score -1.420239e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22910 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334275 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023984.000000 Penalty: 166335.640625
Iteration 196Q: 49 clusters Score -1.42024e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22907 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27379 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334280 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023968.000000 Penalty: 166335.640625
Iteration 197Q: 49 clusters Score -1.42024e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22903 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51002 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178037 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27381 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334283 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023968.000000 Penalty: 166335.640625
Iteration 198Q: 49 clusters Score -1.42024e+08 nChanged 9
Entering ConstructFrom: 
Score: -142023968.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (27381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Entering Unmasked Estep 
Score: -3372361.000000 Penalty: 2533.966064
	Iteration 0F: 2 clusters Score -3372361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3353589.000000 Penalty: 5067.932129
	Iteration 0F: 3 clusters Score -3353589 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3360480.500000 Penalty: 5067.932129
	Iteration 1F: 3 clusters Score -3360480 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3361330.000000 Penalty: 5067.932129
	Iteration 2F: 3 clusters Score -3361330 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3362617.000000 Penalty: 5067.932129
	Iteration 3F: 3 clusters Score -3362617 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3364492.750000 Penalty: 5067.932129
	Iteration 4F: 3 clusters Score -3364493 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3366714.250000 Penalty: 5067.932129
	Iteration 5F: 3 clusters Score -3366714 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3368673.250000 Penalty: 5067.932129
	Iteration 6F: 3 clusters Score -3368673 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3369991.500000 Penalty: 5067.932129
	Iteration 7F: 3 clusters Score -3369992 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3370789.750000 Penalty: 5067.932129
	Iteration 8Q: 3 clusters Score -3370790 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3371171.250000 Penalty: 5067.932129
	Iteration 9Q: 3 clusters Score -3371171 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3371402.500000 Penalty: 5067.932129
	Iteration 10Q: 3 clusters Score -3371402 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3371560.500000 Penalty: 5067.932129
	Iteration 11Q: 3 clusters Score -3371560 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3371671.250000 Penalty: 5067.932129
	Iteration 12Q: 3 clusters Score -3371671 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3371743.250000 Penalty: 5067.932129
	Iteration 13Q: 3 clusters Score -3371743 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3371781.500000 Penalty: 5067.932129
	Iteration 14Q: 3 clusters Score -3371782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3371818.500000 Penalty: 5067.932129
	Iteration 15Q: 3 clusters Score -3371818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3371841.500000 Penalty: 5067.932129
	Iteration 16Q: 3 clusters Score -3371842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3371850.250000 Penalty: 5067.932129
	Iteration 17Q: 3 clusters Score -3371850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3371861.250000 Penalty: 5067.932129
	Iteration 18Q: 3 clusters Score -3371861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3371869.000000 Penalty: 5067.932129
	Iteration 19Q: 3 clusters Score -3371869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3371876.750000 Penalty: 5067.932129
	Iteration 20F: 3 clusters Score -3371877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3371886.250000 Penalty: 5067.932129
	Iteration 21Q: 3 clusters Score -3371886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3371890.250000 Penalty: 5067.932129
	Iteration 22Q: 3 clusters Score -3371890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3371897.250000 Penalty: 5067.932129
	Iteration 23Q: 3 clusters Score -3371897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3371899.500000 Penalty: 5067.932129
	Iteration 24Q: 3 clusters Score -3371900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3371892.000000 Penalty: 5067.932129
	Iteration 25Q: 3 clusters Score -3371892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3371900.250000 Penalty: 5067.932129
	Iteration 26Q: 3 clusters Score -3371900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3371904.250000 Penalty: 5067.932129
	Iteration 27Q: 3 clusters Score -3371904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3371900.000000 Penalty: 5067.932129
	Iteration 28Q: 3 clusters Score -3371900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3371900.000000 Penalty: 5067.932129
	Iteration 29Q: 3 clusters Score -3371900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3371900.500000 Penalty: 5067.932129
	Iteration 30Q: 3 clusters Score -3371900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3371900.500000 Penalty: 5067.932129
	Iteration 31F: 3 clusters Score -3371900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Entering Unmasked Estep 
Score: -2672396.250000 Penalty: 2489.656006
	Iteration 0F: 2 clusters Score -2672396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2656434.250000 Penalty: 4979.312012
	Iteration 0F: 3 clusters Score -2656434 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2662133.250000 Penalty: 4979.312012
	Iteration 1F: 3 clusters Score -2662133 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2662815.750000 Penalty: 4979.312012
	Iteration 2F: 3 clusters Score -2662816 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2663447.750000 Penalty: 4979.312012
	Iteration 3F: 3 clusters Score -2663448 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2664088.750000 Penalty: 4979.312012
	Iteration 4F: 3 clusters Score -2664089 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2664788.250000 Penalty: 4979.312012
	Iteration 5F: 3 clusters Score -2664788 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2665540.750000 Penalty: 4979.312012
	Iteration 6F: 3 clusters Score -2665541 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2666302.500000 Penalty: 4979.312012
	Iteration 7F: 3 clusters Score -2666302 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2667141.250000 Penalty: 4979.312012
	Iteration 8F: 3 clusters Score -2667141 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2667971.500000 Penalty: 4979.312012
	Iteration 9Q: 3 clusters Score -2667972 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2668713.750000 Penalty: 4979.312012
	Iteration 10Q: 3 clusters Score -2668714 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2669330.750000 Penalty: 4979.312012
	Iteration 11Q: 3 clusters Score -2669331 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2669821.500000 Penalty: 4979.312012
	Iteration 12Q: 3 clusters Score -2669822 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2670171.000000 Penalty: 4979.312012
	Iteration 13Q: 3 clusters Score -2670171 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2670479.000000 Penalty: 4979.312012
	Iteration 14Q: 3 clusters Score -2670479 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2670712.000000 Penalty: 4979.312012
	Iteration 15Q: 3 clusters Score -2670712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2670891.000000 Penalty: 4979.312012
	Iteration 16Q: 3 clusters Score -2670891 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2671045.250000 Penalty: 4979.312012
	Iteration 17Q: 3 clusters Score -2671045 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2671134.000000 Penalty: 4979.312012
	Iteration 18Q: 3 clusters Score -2671134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2671198.500000 Penalty: 4979.312012
	Iteration 19Q: 3 clusters Score -2671198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2671234.500000 Penalty: 4979.312012
	Iteration 20F: 3 clusters Score -2671234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2671257.750000 Penalty: 4979.312012
	Iteration 21Q: 3 clusters Score -2671258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2671276.250000 Penalty: 4979.312012
	Iteration 22Q: 3 clusters Score -2671276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2671295.500000 Penalty: 4979.312012
	Iteration 23Q: 3 clusters Score -2671296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2671293.500000 Penalty: 4979.312012
	Iteration 24Q: 3 clusters Score -2671294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2671295.000000 Penalty: 4979.312012
	Iteration 25Q: 3 clusters Score -2671295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2671293.000000 Penalty: 4979.312012
	Iteration 26Q: 3 clusters Score -2671293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2671303.000000 Penalty: 4979.312012
	Iteration 27Q: 3 clusters Score -2671303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2671307.000000 Penalty: 4979.312012
	Iteration 28Q: 3 clusters Score -2671307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2671308.000000 Penalty: 4979.312012
	Iteration 29Q: 3 clusters Score -2671308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2671312.750000 Penalty: 4979.312012
	Iteration 30Q: 3 clusters Score -2671313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2671311.500000 Penalty: 4979.312012
	Iteration 31Q: 3 clusters Score -2671312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2671309.500000 Penalty: 4979.312012
	Iteration 32Q: 3 clusters Score -2671310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2671312.000000 Penalty: 4979.312012
	Iteration 33Q: 3 clusters Score -2671312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2671311.250000 Penalty: 4979.312012
	Iteration 34Q: 3 clusters Score -2671311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2671313.500000 Penalty: 4979.312012
	Iteration 35Q: 3 clusters Score -2671314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2671310.750000 Penalty: 4979.312012
	Iteration 36Q: 3 clusters Score -2671311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2671309.000000 Penalty: 4979.312012
	Iteration 37Q: 3 clusters Score -2671309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2671313.250000 Penalty: 4979.312012
	Iteration 38Q: 3 clusters Score -2671313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2671316.250000 Penalty: 4979.312012
	Iteration 39Q: 3 clusters Score -2671316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2671314.500000 Penalty: 4979.312012
	Iteration 40F: 3 clusters Score -2671314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2671317.750000 Penalty: 4979.312012
	Iteration 41Q: 3 clusters Score -2671318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2671321.250000 Penalty: 4979.312012
	Iteration 42Q: 3 clusters Score -2671321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2671321.250000 Penalty: 4979.312012
	Iteration 43F: 3 clusters Score -2671321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Entering Unmasked Estep 
Score: -1529389.750000 Penalty: 2340.671631
	Iteration 0F: 2 clusters Score -1529390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1520143.000000 Penalty: 4681.343262
	Iteration 0F: 3 clusters Score -1520143 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1523047.750000 Penalty: 4681.343262
	Iteration 1F: 3 clusters Score -1523048 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1523653.125000 Penalty: 4681.343262
	Iteration 2F: 3 clusters Score -1523653 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1524347.500000 Penalty: 4681.343262
	Iteration 3F: 3 clusters Score -1524348 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1525079.375000 Penalty: 4681.343262
	Iteration 4F: 3 clusters Score -1525079 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1525783.375000 Penalty: 4681.343262
	Iteration 5F: 3 clusters Score -1525783 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1526405.875000 Penalty: 4681.343262
	Iteration 6F: 3 clusters Score -1526406 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1526973.750000 Penalty: 4681.343262
	Iteration 7F: 3 clusters Score -1526974 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1527463.875000 Penalty: 4681.343262
	Iteration 8F: 3 clusters Score -1527464 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1527862.625000 Penalty: 4681.343262
	Iteration 9Q: 3 clusters Score -1527863 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1528189.000000 Penalty: 4681.343262
	Iteration 10Q: 3 clusters Score -1528189 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1528475.000000 Penalty: 4681.343262
	Iteration 11Q: 3 clusters Score -1528475 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1528703.125000 Penalty: 4681.343262
	Iteration 12Q: 3 clusters Score -1528703 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1528887.750000 Penalty: 4681.343262
	Iteration 13Q: 3 clusters Score -1528888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1529018.250000 Penalty: 4681.343262
	Iteration 14Q: 3 clusters Score -1529018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1529109.000000 Penalty: 4681.343262
	Iteration 15Q: 3 clusters Score -1529109 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1529175.250000 Penalty: 4681.343262
	Iteration 16Q: 3 clusters Score -1529175 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1529215.500000 Penalty: 4681.343262
	Iteration 17Q: 3 clusters Score -1529216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1529230.625000 Penalty: 4681.343262
	Iteration 18Q: 3 clusters Score -1529231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1529245.000000 Penalty: 4681.343262
	Iteration 19Q: 3 clusters Score -1529245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1529251.500000 Penalty: 4681.343262
	Iteration 20F: 3 clusters Score -1529252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1529259.500000 Penalty: 4681.343262
	Iteration 21Q: 3 clusters Score -1529260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1529266.500000 Penalty: 4681.343262
	Iteration 22Q: 3 clusters Score -1529266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1529269.250000 Penalty: 4681.343262
	Iteration 23Q: 3 clusters Score -1529269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1529269.625000 Penalty: 4681.343262
	Iteration 24Q: 3 clusters Score -1529270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1529275.000000 Penalty: 4681.343262
	Iteration 25Q: 3 clusters Score -1529275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1529274.500000 Penalty: 4681.343262
	Iteration 26Q: 3 clusters Score -1529274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1529277.625000 Penalty: 4681.343262
	Iteration 27Q: 3 clusters Score -1529278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1529278.000000 Penalty: 4681.343262
	Iteration 28Q: 3 clusters Score -1529278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1529279.000000 Penalty: 4681.343262
	Iteration 29Q: 3 clusters Score -1529279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1529277.750000 Penalty: 4681.343262
	Iteration 30Q: 3 clusters Score -1529278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1529279.125000 Penalty: 4681.343262
	Iteration 31Q: 3 clusters Score -1529279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1529279.750000 Penalty: 4681.343262
	Iteration 32Q: 3 clusters Score -1529280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1529279.750000 Penalty: 4681.343262
	Iteration 33F: 3 clusters Score -1529280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Entering Unmasked Estep 
Score: -6467569.000000 Penalty: 2688.220947
	Iteration 0F: 2 clusters Score -6467569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6433064.000000 Penalty: 5376.441895
	Iteration 0F: 3 clusters Score -6433064 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6446369.500000 Penalty: 5376.441895
	Iteration 1F: 3 clusters Score -6446370 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6446893.500000 Penalty: 5376.441895
	Iteration 2Q: 3 clusters Score -6446894 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6447348.500000 Penalty: 5376.441895
	Iteration 3Q: 3 clusters Score -6447348 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6447823.500000 Penalty: 5376.441895
	Iteration 4Q: 3 clusters Score -6447824 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -6448340.500000 Penalty: 5376.441895
	Iteration 5Q: 3 clusters Score -6448340 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6448874.500000 Penalty: 5376.441895
	Iteration 6Q: 3 clusters Score -6448874 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6449516.500000 Penalty: 5376.441895
	Iteration 7Q: 3 clusters Score -6449516 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -6450231.500000 Penalty: 5376.441895
	Iteration 8Q: 3 clusters Score -6450232 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -6451054.500000 Penalty: 5376.441895
	Iteration 9Q: 3 clusters Score -6451054 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -6451994.500000 Penalty: 5376.441895
	Iteration 10Q: 3 clusters Score -6451994 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6453018.500000 Penalty: 5376.441895
	Iteration 11Q: 3 clusters Score -6453018 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -6454290.000000 Penalty: 5376.441895
	Iteration 12Q: 3 clusters Score -6454290 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -6455576.500000 Penalty: 5376.441895
	Iteration 13Q: 3 clusters Score -6455576 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -6456988.000000 Penalty: 5376.441895
	Iteration 14Q: 3 clusters Score -6456988 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -6458384.500000 Penalty: 5376.441895
	Iteration 15Q: 3 clusters Score -6458384 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -6459547.500000 Penalty: 5376.441895
	Iteration 16Q: 3 clusters Score -6459548 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6460594.500000 Penalty: 5376.441895
	Iteration 17Q: 3 clusters Score -6460594 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -6461312.000000 Penalty: 5376.441895
	Iteration 18Q: 3 clusters Score -6461312 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -6461836.500000 Penalty: 5376.441895
	Iteration 19Q: 3 clusters Score -6461836 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6462254.000000 Penalty: 5376.441895
	Iteration 20F: 3 clusters Score -6462254 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -6462605.000000 Penalty: 5376.441895
	Iteration 21Q: 3 clusters Score -6462605 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6462933.000000 Penalty: 5376.441895
	Iteration 22Q: 3 clusters Score -6462933 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -6463222.000000 Penalty: 5376.441895
	Iteration 23Q: 3 clusters Score -6463222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6463454.000000 Penalty: 5376.441895
	Iteration 24Q: 3 clusters Score -6463454 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6463682.500000 Penalty: 5376.441895
	Iteration 25Q: 3 clusters Score -6463682 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6463851.000000 Penalty: 5376.441895
	Iteration 26Q: 3 clusters Score -6463851 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6464009.500000 Penalty: 5376.441895
	Iteration 27Q: 3 clusters Score -6464010 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6464163.500000 Penalty: 5376.441895
	Iteration 28Q: 3 clusters Score -6464164 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6464305.000000 Penalty: 5376.441895
	Iteration 29Q: 3 clusters Score -6464305 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6464427.500000 Penalty: 5376.441895
	Iteration 30Q: 3 clusters Score -6464428 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6464543.000000 Penalty: 5376.441895
	Iteration 31Q: 3 clusters Score -6464543 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6464636.000000 Penalty: 5376.441895
	Iteration 32Q: 3 clusters Score -6464636 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6464736.500000 Penalty: 5376.441895
	Iteration 33Q: 3 clusters Score -6464736 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6464845.500000 Penalty: 5376.441895
	Iteration 34Q: 3 clusters Score -6464846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6464889.000000 Penalty: 5376.441895
	Iteration 35Q: 3 clusters Score -6464889 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6464935.500000 Penalty: 5376.441895
	Iteration 36Q: 3 clusters Score -6464936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6464998.500000 Penalty: 5376.441895
	Iteration 37Q: 3 clusters Score -6464998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6465034.000000 Penalty: 5376.441895
	Iteration 38Q: 3 clusters Score -6465034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6465099.500000 Penalty: 5376.441895
	Iteration 39Q: 3 clusters Score -6465100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6465143.500000 Penalty: 5376.441895
	Iteration 40F: 3 clusters Score -6465144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6465180.000000 Penalty: 5376.441895
	Iteration 41Q: 3 clusters Score -6465180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6465220.000000 Penalty: 5376.441895
	Iteration 42Q: 3 clusters Score -6465220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6465244.000000 Penalty: 5376.441895
	Iteration 43Q: 3 clusters Score -6465244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6465277.500000 Penalty: 5376.441895
	Iteration 44Q: 3 clusters Score -6465278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6465309.500000 Penalty: 5376.441895
	Iteration 45Q: 3 clusters Score -6465310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6465312.500000 Penalty: 5376.441895
	Iteration 46Q: 3 clusters Score -6465312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6465329.500000 Penalty: 5376.441895
	Iteration 47Q: 3 clusters Score -6465330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6465333.000000 Penalty: 5376.441895
	Iteration 48Q: 3 clusters Score -6465333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6465351.000000 Penalty: 5376.441895
	Iteration 49Q: 3 clusters Score -6465351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6465367.000000 Penalty: 5376.441895
	Iteration 50Q: 3 clusters Score -6465367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6465369.500000 Penalty: 5376.441895
	Iteration 51Q: 3 clusters Score -6465370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6465375.500000 Penalty: 5376.441895
	Iteration 52Q: 3 clusters Score -6465376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6465373.000000 Penalty: 5376.441895
	Iteration 53Q: 3 clusters Score -6465373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6465372.500000 Penalty: 5376.441895
	Iteration 54Q: 3 clusters Score -6465372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6465383.000000 Penalty: 5376.441895
	Iteration 55Q: 3 clusters Score -6465383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6465379.000000 Penalty: 5376.441895
	Iteration 56Q: 3 clusters Score -6465379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6465383.000000 Penalty: 5376.441895
	Iteration 57Q: 3 clusters Score -6465383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6465380.500000 Penalty: 5376.441895
	Iteration 58Q: 3 clusters Score -6465380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6465380.500000 Penalty: 5376.441895
	Iteration 59F: 3 clusters Score -6465380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -191106.140625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -191106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188739.187500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -188739.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -189131.796875 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -189131.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189264.109375 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -189264.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -189339.546875 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -189339.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -189388.734375 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -189388.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -189431.140625 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -189431.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -189466.640625 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -189466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189487.046875 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -189487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189501.796875 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -189501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -189509.343750 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -189509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -189515.734375 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -189515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189522.828125 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -189522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -189530.203125 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -189530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189536.500000 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -189536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -189537.953125 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -189538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -189539.890625 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -189539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189540.515625 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -189540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189541.546875 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -189541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -189542.171875 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -189542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189543.000000 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -189543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189543.000000 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -189543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -39082.304688 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -39082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37681.531250 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -37681.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37912.914062 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -37912.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38065.894531 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -38065.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38275.226562 Penalty: 2982.802734
	Iteration 3F: 3 clusters Score -38275.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38610.691406 Penalty: 2982.802734
	Iteration 4F: 3 clusters Score -38610.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38703.875000 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -38703.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38718.394531 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -38718.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38721.824219 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -38721.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38721.824219 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -38721.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Entering Unmasked Estep 
Score: -1931567.125000 Penalty: 2387.547363
	Iteration 0F: 2 clusters Score -1931567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1920598.875000 Penalty: 4775.094727
	Iteration 0F: 3 clusters Score -1920599 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1924074.375000 Penalty: 4775.094727
	Iteration 1F: 3 clusters Score -1924074 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1924394.125000 Penalty: 4775.094727
	Iteration 2F: 3 clusters Score -1924394 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1924642.000000 Penalty: 4775.094727
	Iteration 3Q: 3 clusters Score -1924642 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1924898.875000 Penalty: 4775.094727
	Iteration 4Q: 3 clusters Score -1924899 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1925289.750000 Penalty: 4775.094727
	Iteration 5Q: 3 clusters Score -1925290 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1925920.750000 Penalty: 4775.094727
	Iteration 6F: 3 clusters Score -1925921 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1927041.375000 Penalty: 4775.094727
	Iteration 7F: 3 clusters Score -1927041 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1928470.750000 Penalty: 4775.094727
	Iteration 8F: 3 clusters Score -1928471 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1929799.875000 Penalty: 4775.094727
	Iteration 9F: 3 clusters Score -1929800 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1930606.625000 Penalty: 4775.094727
	Iteration 10F: 3 clusters Score -1930607 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1931002.375000 Penalty: 4775.094727
	Iteration 11Q: 3 clusters Score -1931002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1931178.375000 Penalty: 4775.094727
	Iteration 12Q: 3 clusters Score -1931178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1931250.250000 Penalty: 4775.094727
	Iteration 13Q: 3 clusters Score -1931250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1931288.875000 Penalty: 4775.094727
	Iteration 14Q: 3 clusters Score -1931289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1931305.250000 Penalty: 4775.094727
	Iteration 15Q: 3 clusters Score -1931305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1931315.250000 Penalty: 4775.094727
	Iteration 16Q: 3 clusters Score -1931315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1931334.375000 Penalty: 4775.094727
	Iteration 17Q: 3 clusters Score -1931334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1931338.000000 Penalty: 4775.094727
	Iteration 18Q: 3 clusters Score -1931338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1931350.125000 Penalty: 4775.094727
	Iteration 19Q: 3 clusters Score -1931350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1931348.000000 Penalty: 4775.094727
	Iteration 20F: 3 clusters Score -1931348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1931350.375000 Penalty: 4775.094727
	Iteration 21Q: 3 clusters Score -1931350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1931359.875000 Penalty: 4775.094727
	Iteration 22Q: 3 clusters Score -1931360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1931357.000000 Penalty: 4775.094727
	Iteration 23Q: 3 clusters Score -1931357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1931361.000000 Penalty: 4775.094727
	Iteration 24Q: 3 clusters Score -1931361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1931359.500000 Penalty: 4775.094727
	Iteration 25Q: 3 clusters Score -1931360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1931358.000000 Penalty: 4775.094727
	Iteration 26Q: 3 clusters Score -1931358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1931362.000000 Penalty: 4775.094727
	Iteration 27Q: 3 clusters Score -1931362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1931364.125000 Penalty: 4775.094727
	Iteration 28Q: 3 clusters Score -1931364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1931364.750000 Penalty: 4775.094727
	Iteration 29Q: 3 clusters Score -1931365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1931364.750000 Penalty: 4775.094727
	Iteration 30F: 3 clusters Score -1931365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Entering Unmasked Estep 
Score: -22207246.000000 Penalty: 2998.258545
	Iteration 0F: 2 clusters Score -2.220725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -22088380.000000 Penalty: 5996.517090
	Iteration 0F: 3 clusters Score -2.208838e+07 nChanged 85365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -22138328.000000 Penalty: 5996.517090
	Iteration 1F: 3 clusters Score -2.213833e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -22139662.000000 Penalty: 5996.517090
	Iteration 2Q: 3 clusters Score -2.213966e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -22141216.000000 Penalty: 5996.517090
	Iteration 3Q: 3 clusters Score -2.214122e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -22143130.000000 Penalty: 5996.517090
	Iteration 4Q: 3 clusters Score -2.214313e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -22145796.000000 Penalty: 5996.517090
	Iteration 5Q: 3 clusters Score -2.21458e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -22149552.000000 Penalty: 5996.517090
	Iteration 6Q: 3 clusters Score -2.214955e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -22155090.000000 Penalty: 5996.517090
	Iteration 7F: 3 clusters Score -2.215509e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -22162206.000000 Penalty: 5996.517090
	Iteration 8F: 3 clusters Score -2.216221e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -22170248.000000 Penalty: 5996.517090
	Iteration 9F: 3 clusters Score -2.217025e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -22177006.000000 Penalty: 5996.517090
	Iteration 10F: 3 clusters Score -2.217701e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -22180374.000000 Penalty: 5996.517090
	Iteration 11Q: 3 clusters Score -2.218037e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -22182192.000000 Penalty: 5996.517090
	Iteration 12Q: 3 clusters Score -2.218219e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 111660 members 
Entering Unmasked Estep 
Score: -22183192.000000 Penalty: 5996.517090
	Iteration 13Q: 3 clusters Score -2.218319e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -22184098.000000 Penalty: 5996.517090
	Iteration 14Q: 3 clusters Score -2.21841e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 116439 members 
Entering Unmasked Estep 
Score: -22185236.000000 Penalty: 5996.517090
	Iteration 15Q: 3 clusters Score -2.218524e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -22186240.000000 Penalty: 5996.517090
	Iteration 16Q: 3 clusters Score -2.218624e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -22187440.000000 Penalty: 5996.517090
	Iteration 17Q: 3 clusters Score -2.218744e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -22188780.000000 Penalty: 5996.517090
	Iteration 18Q: 3 clusters Score -2.218878e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -22190436.000000 Penalty: 5996.517090
	Iteration 19Q: 3 clusters Score -2.219044e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -22191864.000000 Penalty: 5996.517090
	Iteration 20F: 3 clusters Score -2.219186e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -22193434.000000 Penalty: 5996.517090
	Iteration 21Q: 3 clusters Score -2.219343e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -22194886.000000 Penalty: 5996.517090
	Iteration 22Q: 3 clusters Score -2.219489e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -22196356.000000 Penalty: 5996.517090
	Iteration 23Q: 3 clusters Score -2.219636e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 140406 members 
Entering Unmasked Estep 
Score: -22197602.000000 Penalty: 5996.517090
	Iteration 24Q: 3 clusters Score -2.21976e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -22198652.000000 Penalty: 5996.517090
	Iteration 25Q: 3 clusters Score -2.219865e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -22199368.000000 Penalty: 5996.517090
	Iteration 26Q: 3 clusters Score -2.219937e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 145918 members 
Entering Unmasked Estep 
Score: -22200122.000000 Penalty: 5996.517090
	Iteration 27Q: 3 clusters Score -2.220012e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 147392 members 
Entering Unmasked Estep 
Score: -22200478.000000 Penalty: 5996.517090
	Iteration 28Q: 3 clusters Score -2.220048e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -22200838.000000 Penalty: 5996.517090
	Iteration 29Q: 3 clusters Score -2.220084e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -22201044.000000 Penalty: 5996.517090
	Iteration 30Q: 3 clusters Score -2.220104e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -22201312.000000 Penalty: 5996.517090
	Iteration 31Q: 3 clusters Score -2.220131e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -22201536.000000 Penalty: 5996.517090
	Iteration 32Q: 3 clusters Score -2.220154e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -22201720.000000 Penalty: 5996.517090
	Iteration 33Q: 3 clusters Score -2.220172e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -22201800.000000 Penalty: 5996.517090
	Iteration 34Q: 3 clusters Score -2.22018e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -22201944.000000 Penalty: 5996.517090
	Iteration 35Q: 3 clusters Score -2.220194e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -22202170.000000 Penalty: 5996.517090
	Iteration 36Q: 3 clusters Score -2.220217e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -22202384.000000 Penalty: 5996.517090
	Iteration 37Q: 3 clusters Score -2.220238e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -22202488.000000 Penalty: 5996.517090
	Iteration 38Q: 3 clusters Score -2.220249e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -22202690.000000 Penalty: 5996.517090
	Iteration 39Q: 3 clusters Score -2.220269e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 159003 members 
Entering Unmasked Estep 
Score: -22202796.000000 Penalty: 5996.517090
	Iteration 40F: 3 clusters Score -2.22028e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -22202822.000000 Penalty: 5996.517090
	Iteration 41Q: 3 clusters Score -2.220282e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -22202900.000000 Penalty: 5996.517090
	Iteration 42Q: 3 clusters Score -2.22029e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -22203056.000000 Penalty: 5996.517090
	Iteration 43Q: 3 clusters Score -2.220306e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 161610 members 
Entering Unmasked Estep 
Score: -22203236.000000 Penalty: 5996.517090
	Iteration 44Q: 3 clusters Score -2.220324e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 162208 members 
Entering Unmasked Estep 
Score: -22203274.000000 Penalty: 5996.517090
	Iteration 45Q: 3 clusters Score -2.220327e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -22203438.000000 Penalty: 5996.517090
	Iteration 46Q: 3 clusters Score -2.220344e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -22203432.000000 Penalty: 5996.517090
	Iteration 47Q: 3 clusters Score -2.220343e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 163810 members 
Entering Unmasked Estep 
Score: -22203536.000000 Penalty: 5996.517090
	Iteration 48Q: 3 clusters Score -2.220354e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -22203660.000000 Penalty: 5996.517090
	Iteration 49Q: 3 clusters Score -2.220366e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 164850 members 
Entering Unmasked Estep 
Score: -22203782.000000 Penalty: 5996.517090
	Iteration 50Q: 3 clusters Score -2.220378e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -22203854.000000 Penalty: 5996.517090
	Iteration 51Q: 3 clusters Score -2.220385e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -22203906.000000 Penalty: 5996.517090
	Iteration 52Q: 3 clusters Score -2.220391e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -22204066.000000 Penalty: 5996.517090
	Iteration 53Q: 3 clusters Score -2.220407e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -22204096.000000 Penalty: 5996.517090
	Iteration 54Q: 3 clusters Score -2.22041e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -22204188.000000 Penalty: 5996.517090
	Iteration 55Q: 3 clusters Score -2.220419e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -22204300.000000 Penalty: 5996.517090
	Iteration 56Q: 3 clusters Score -2.22043e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 168048 members 
Entering Unmasked Estep 
Score: -22204360.000000 Penalty: 5996.517090
	Iteration 57Q: 3 clusters Score -2.220436e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 168455 members 
Entering Unmasked Estep 
Score: -22204414.000000 Penalty: 5996.517090
	Iteration 58Q: 3 clusters Score -2.220441e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -22204444.000000 Penalty: 5996.517090
	Iteration 59Q: 3 clusters Score -2.220444e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 169155 members 
Entering Unmasked Estep 
Score: -22204510.000000 Penalty: 5996.517090
	Iteration 60F: 3 clusters Score -2.220451e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -22204566.000000 Penalty: 5996.517090
	Iteration 61Q: 3 clusters Score -2.220457e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 169798 members 
Entering Unmasked Estep 
Score: -22204578.000000 Penalty: 5996.517090
	Iteration 62Q: 3 clusters Score -2.220458e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -22204656.000000 Penalty: 5996.517090
	Iteration 63Q: 3 clusters Score -2.220466e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -22204654.000000 Penalty: 5996.517090
	Iteration 64Q: 3 clusters Score -2.220465e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 170568 members 
Entering Unmasked Estep 
Score: -22204764.000000 Penalty: 5996.517090
	Iteration 65Q: 3 clusters Score -2.220476e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -22204808.000000 Penalty: 5996.517090
	Iteration 66Q: 3 clusters Score -2.220481e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 171026 members 
Entering Unmasked Estep 
Score: -22204860.000000 Penalty: 5996.517090
	Iteration 67Q: 3 clusters Score -2.220486e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -22204868.000000 Penalty: 5996.517090
	Iteration 68Q: 3 clusters Score -2.220487e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -22204924.000000 Penalty: 5996.517090
	Iteration 69Q: 3 clusters Score -2.220492e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -22204986.000000 Penalty: 5996.517090
	Iteration 70Q: 3 clusters Score -2.220499e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -22205048.000000 Penalty: 5996.517090
	Iteration 71Q: 3 clusters Score -2.220505e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 172033 members 
Entering Unmasked Estep 
Score: -22205032.000000 Penalty: 5996.517090
	Iteration 72Q: 3 clusters Score -2.220503e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -22205096.000000 Penalty: 5996.517090
	Iteration 73Q: 3 clusters Score -2.22051e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 172389 members 
Entering Unmasked Estep 
Score: -22205108.000000 Penalty: 5996.517090
	Iteration 74Q: 3 clusters Score -2.220511e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 172526 members 
Entering Unmasked Estep 
Score: -22205120.000000 Penalty: 5996.517090
	Iteration 75Q: 3 clusters Score -2.220512e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -22205134.000000 Penalty: 5996.517090
	Iteration 76Q: 3 clusters Score -2.220513e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -22205152.000000 Penalty: 5996.517090
	Iteration 77Q: 3 clusters Score -2.220515e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 172901 members 
Entering Unmasked Estep 
Score: -22205178.000000 Penalty: 5996.517090
	Iteration 78Q: 3 clusters Score -2.220518e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22205166.000000 Penalty: 5996.517090
	Iteration 79Q: 3 clusters Score -2.220517e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -22205184.000000 Penalty: 5996.517090
	Iteration 80F: 3 clusters Score -2.220518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -22205226.000000 Penalty: 5996.517090
	Iteration 81Q: 3 clusters Score -2.220523e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 173305 members 
Entering Unmasked Estep 
Score: -22205238.000000 Penalty: 5996.517090
	Iteration 82Q: 3 clusters Score -2.220524e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 173397 members 
Entering Unmasked Estep 
Score: -22205256.000000 Penalty: 5996.517090
	Iteration 83Q: 3 clusters Score -2.220526e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -22205260.000000 Penalty: 5996.517090
	Iteration 84Q: 3 clusters Score -2.220526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -22205280.000000 Penalty: 5996.517090
	Iteration 85Q: 3 clusters Score -2.220528e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -22205292.000000 Penalty: 5996.517090
	Iteration 86Q: 3 clusters Score -2.220529e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 173707 members 
Entering Unmasked Estep 
Score: -22205300.000000 Penalty: 5996.517090
	Iteration 87Q: 3 clusters Score -2.22053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 173780 members 
Entering Unmasked Estep 
Score: -22205328.000000 Penalty: 5996.517090
	Iteration 88Q: 3 clusters Score -2.220533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 173837 members 
Entering Unmasked Estep 
Score: -22205346.000000 Penalty: 5996.517090
	Iteration 89Q: 3 clusters Score -2.220535e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -22205368.000000 Penalty: 5996.517090
	Iteration 90Q: 3 clusters Score -2.220537e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -22205370.000000 Penalty: 5996.517090
	Iteration 91Q: 3 clusters Score -2.220537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -22205376.000000 Penalty: 5996.517090
	Iteration 92Q: 3 clusters Score -2.220538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -22205398.000000 Penalty: 5996.517090
	Iteration 93Q: 3 clusters Score -2.22054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -22205426.000000 Penalty: 5996.517090
	Iteration 94Q: 3 clusters Score -2.220543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 95Q: 3 clusters Score -2.220544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -22205446.000000 Penalty: 5996.517090
	Iteration 96Q: 3 clusters Score -2.220545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22205448.000000 Penalty: 5996.517090
	Iteration 97Q: 3 clusters Score -2.220545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -22205458.000000 Penalty: 5996.517090
	Iteration 98Q: 3 clusters Score -2.220546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 174286 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 99Q: 3 clusters Score -2.220544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 174310 members 
Entering Unmasked Estep 
Score: -22205444.000000 Penalty: 5996.517090
	Iteration 100F: 3 clusters Score -2.220544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 174342 members 
Entering Unmasked Estep 
Score: -22205416.000000 Penalty: 5996.517090
	Iteration 101Q: 3 clusters Score -2.220542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 102Q: 3 clusters Score -2.220542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 174391 members 
Entering Unmasked Estep 
Score: -22205470.000000 Penalty: 5996.517090
	Iteration 103Q: 3 clusters Score -2.220547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -22205476.000000 Penalty: 5996.517090
	Iteration 104Q: 3 clusters Score -2.220548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 174436 members 
Entering Unmasked Estep 
Score: -22205488.000000 Penalty: 5996.517090
	Iteration 105Q: 3 clusters Score -2.220549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -22205470.000000 Penalty: 5996.517090
	Iteration 106Q: 3 clusters Score -2.220547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -22205480.000000 Penalty: 5996.517090
	Iteration 107Q: 3 clusters Score -2.220548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -22205492.000000 Penalty: 5996.517090
	Iteration 108Q: 3 clusters Score -2.220549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -22205482.000000 Penalty: 5996.517090
	Iteration 109Q: 3 clusters Score -2.220548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -22205492.000000 Penalty: 5996.517090
	Iteration 110Q: 3 clusters Score -2.220549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -22205488.000000 Penalty: 5996.517090
	Iteration 111Q: 3 clusters Score -2.220549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 174544 members 
Entering Unmasked Estep 
Score: -22205496.000000 Penalty: 5996.517090
	Iteration 112Q: 3 clusters Score -2.22055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -22205498.000000 Penalty: 5996.517090
	Iteration 113Q: 3 clusters Score -2.22055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -22205510.000000 Penalty: 5996.517090
	Iteration 114Q: 3 clusters Score -2.220551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 174576 members 
Entering Unmasked Estep 
Score: -22205500.000000 Penalty: 5996.517090
	Iteration 115Q: 3 clusters Score -2.22055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -22205526.000000 Penalty: 5996.517090
	Iteration 116Q: 3 clusters Score -2.220553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -22205526.000000 Penalty: 5996.517090
	Iteration 117Q: 3 clusters Score -2.220553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -22205516.000000 Penalty: 5996.517090
	Iteration 118Q: 3 clusters Score -2.220552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -22205498.000000 Penalty: 5996.517090
	Iteration 119Q: 3 clusters Score -2.22055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -22205498.000000 Penalty: 5996.517090
	Iteration 120F: 3 clusters Score -2.22055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -22205480.000000 Penalty: 5996.517090
	Iteration 121Q: 3 clusters Score -2.220548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -22205484.000000 Penalty: 5996.517090
	Iteration 122Q: 3 clusters Score -2.220548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -22205494.000000 Penalty: 5996.517090
	Iteration 123Q: 3 clusters Score -2.220549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 174656 members 
Entering Unmasked Estep 
Score: -22205492.000000 Penalty: 5996.517090
	Iteration 124Q: 3 clusters Score -2.220549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -22205494.000000 Penalty: 5996.517090
	Iteration 125Q: 3 clusters Score -2.220549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -22205512.000000 Penalty: 5996.517090
	Iteration 126Q: 3 clusters Score -2.220551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -22205504.000000 Penalty: 5996.517090
	Iteration 127Q: 3 clusters Score -2.22055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -22205504.000000 Penalty: 5996.517090
	Iteration 128F: 3 clusters Score -2.22055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Entering Unmasked Estep 
Score: -2169066.250000 Penalty: 2422.509277
	Iteration 0F: 2 clusters Score -2169066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2156620.750000 Penalty: 4845.018555
	Iteration 0F: 3 clusters Score -2156621 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2160881.000000 Penalty: 4845.018555
	Iteration 1F: 3 clusters Score -2160881 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2161407.500000 Penalty: 4845.018555
	Iteration 2F: 3 clusters Score -2161408 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2162012.250000 Penalty: 4845.018555
	Iteration 3F: 3 clusters Score -2162012 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2162821.250000 Penalty: 4845.018555
	Iteration 4F: 3 clusters Score -2162821 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2163818.500000 Penalty: 4845.018555
	Iteration 5F: 3 clusters Score -2163818 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2164895.750000 Penalty: 4845.018555
	Iteration 6F: 3 clusters Score -2164896 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2165810.750000 Penalty: 4845.018555
	Iteration 7F: 3 clusters Score -2165811 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2166510.000000 Penalty: 4845.018555
	Iteration 8F: 3 clusters Score -2166510 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2166904.250000 Penalty: 4845.018555
	Iteration 9Q: 3 clusters Score -2166904 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2167151.750000 Penalty: 4845.018555
	Iteration 10Q: 3 clusters Score -2167152 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2167301.750000 Penalty: 4845.018555
	Iteration 11Q: 3 clusters Score -2167302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2167398.000000 Penalty: 4845.018555
	Iteration 12Q: 3 clusters Score -2167398 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2167451.500000 Penalty: 4845.018555
	Iteration 13Q: 3 clusters Score -2167452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2167475.250000 Penalty: 4845.018555
	Iteration 14Q: 3 clusters Score -2167475 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2167505.750000 Penalty: 4845.018555
	Iteration 15Q: 3 clusters Score -2167506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2167519.750000 Penalty: 4845.018555
	Iteration 16Q: 3 clusters Score -2167520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2167534.250000 Penalty: 4845.018555
	Iteration 17Q: 3 clusters Score -2167534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2167555.500000 Penalty: 4845.018555
	Iteration 18Q: 3 clusters Score -2167556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2167570.750000 Penalty: 4845.018555
	Iteration 19Q: 3 clusters Score -2167571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2167581.500000 Penalty: 4845.018555
	Iteration 20F: 3 clusters Score -2167582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2167597.250000 Penalty: 4845.018555
	Iteration 21Q: 3 clusters Score -2167597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2167606.250000 Penalty: 4845.018555
	Iteration 22Q: 3 clusters Score -2167606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2167614.250000 Penalty: 4845.018555
	Iteration 23Q: 3 clusters Score -2167614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2167625.250000 Penalty: 4845.018555
	Iteration 24Q: 3 clusters Score -2167625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2167638.250000 Penalty: 4845.018555
	Iteration 25Q: 3 clusters Score -2167638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2167638.750000 Penalty: 4845.018555
	Iteration 26Q: 3 clusters Score -2167639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2167646.750000 Penalty: 4845.018555
	Iteration 27Q: 3 clusters Score -2167647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2167662.500000 Penalty: 4845.018555
	Iteration 28Q: 3 clusters Score -2167662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2167667.750000 Penalty: 4845.018555
	Iteration 29Q: 3 clusters Score -2167668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2167681.750000 Penalty: 4845.018555
	Iteration 30Q: 3 clusters Score -2167682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2167691.000000 Penalty: 4845.018555
	Iteration 31Q: 3 clusters Score -2167691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2167698.750000 Penalty: 4845.018555
	Iteration 32Q: 3 clusters Score -2167699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2167702.750000 Penalty: 4845.018555
	Iteration 33Q: 3 clusters Score -2167703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2167708.000000 Penalty: 4845.018555
	Iteration 34Q: 3 clusters Score -2167708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2167717.250000 Penalty: 4845.018555
	Iteration 35Q: 3 clusters Score -2167717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2167719.500000 Penalty: 4845.018555
	Iteration 36Q: 3 clusters Score -2167720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2167723.000000 Penalty: 4845.018555
	Iteration 37Q: 3 clusters Score -2167723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2167731.500000 Penalty: 4845.018555
	Iteration 38Q: 3 clusters Score -2167732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2167743.750000 Penalty: 4845.018555
	Iteration 39Q: 3 clusters Score -2167744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2167749.250000 Penalty: 4845.018555
	Iteration 40F: 3 clusters Score -2167749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2167761.250000 Penalty: 4845.018555
	Iteration 41Q: 3 clusters Score -2167761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2167772.250000 Penalty: 4845.018555
	Iteration 42Q: 3 clusters Score -2167772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2167779.750000 Penalty: 4845.018555
	Iteration 43Q: 3 clusters Score -2167780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2167794.500000 Penalty: 4845.018555
	Iteration 44Q: 3 clusters Score -2167794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2167799.250000 Penalty: 4845.018555
	Iteration 45Q: 3 clusters Score -2167799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2167819.000000 Penalty: 4845.018555
	Iteration 46Q: 3 clusters Score -2167819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2167829.750000 Penalty: 4845.018555
	Iteration 47Q: 3 clusters Score -2167830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2167845.250000 Penalty: 4845.018555
	Iteration 48Q: 3 clusters Score -2167845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2167854.250000 Penalty: 4845.018555
	Iteration 49Q: 3 clusters Score -2167854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2167867.250000 Penalty: 4845.018555
	Iteration 50Q: 3 clusters Score -2167867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2167879.000000 Penalty: 4845.018555
	Iteration 51Q: 3 clusters Score -2167879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2167887.250000 Penalty: 4845.018555
	Iteration 52Q: 3 clusters Score -2167887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2167889.250000 Penalty: 4845.018555
	Iteration 53Q: 3 clusters Score -2167889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2167892.000000 Penalty: 4845.018555
	Iteration 54Q: 3 clusters Score -2167892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2167896.250000 Penalty: 4845.018555
	Iteration 55Q: 3 clusters Score -2167896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2167899.750000 Penalty: 4845.018555
	Iteration 56Q: 3 clusters Score -2167900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2167906.500000 Penalty: 4845.018555
	Iteration 57Q: 3 clusters Score -2167906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2167908.000000 Penalty: 4845.018555
	Iteration 58Q: 3 clusters Score -2167908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2167911.250000 Penalty: 4845.018555
	Iteration 59Q: 3 clusters Score -2167911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2167909.500000 Penalty: 4845.018555
	Iteration 60F: 3 clusters Score -2167910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2167913.250000 Penalty: 4845.018555
	Iteration 61Q: 3 clusters Score -2167913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2167917.000000 Penalty: 4845.018555
	Iteration 62Q: 3 clusters Score -2167917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2167918.750000 Penalty: 4845.018555
	Iteration 63Q: 3 clusters Score -2167919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2167917.500000 Penalty: 4845.018555
	Iteration 64Q: 3 clusters Score -2167918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2167921.000000 Penalty: 4845.018555
	Iteration 65Q: 3 clusters Score -2167921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2167920.000000 Penalty: 4845.018555
	Iteration 66Q: 3 clusters Score -2167920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2167925.000000 Penalty: 4845.018555
	Iteration 67Q: 3 clusters Score -2167925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2167926.750000 Penalty: 4845.018555
	Iteration 68Q: 3 clusters Score -2167927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2167931.000000 Penalty: 4845.018555
	Iteration 69Q: 3 clusters Score -2167931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2167930.250000 Penalty: 4845.018555
	Iteration 70Q: 3 clusters Score -2167930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2167930.250000 Penalty: 4845.018555
	Iteration 71Q: 3 clusters Score -2167930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2167929.500000 Penalty: 4845.018555
	Iteration 72Q: 3 clusters Score -2167930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2167930.750000 Penalty: 4845.018555
	Iteration 73Q: 3 clusters Score -2167931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2167935.750000 Penalty: 4845.018555
	Iteration 74Q: 3 clusters Score -2167936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2167932.750000 Penalty: 4845.018555
	Iteration 75Q: 3 clusters Score -2167933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2167932.500000 Penalty: 4845.018555
	Iteration 76Q: 3 clusters Score -2167932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2167934.500000 Penalty: 4845.018555
	Iteration 77Q: 3 clusters Score -2167934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2167931.000000 Penalty: 4845.018555
	Iteration 78Q: 3 clusters Score -2167931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2167930.500000 Penalty: 4845.018555
	Iteration 79Q: 3 clusters Score -2167930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2167937.000000 Penalty: 4845.018555
	Iteration 80F: 3 clusters Score -2167937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2167934.000000 Penalty: 4845.018555
	Iteration 81Q: 3 clusters Score -2167934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2167934.000000 Penalty: 4845.018555
	Iteration 82Q: 3 clusters Score -2167934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2167937.000000 Penalty: 4845.018555
	Iteration 83Q: 3 clusters Score -2167937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2167937.000000 Penalty: 4845.018555
	Iteration 84F: 3 clusters Score -2167937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Entering Unmasked Estep 
Score: -4837926.500000 Penalty: 2621.298340
	Iteration 0F: 2 clusters Score -4837926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4811592.000000 Penalty: 5242.596680
	Iteration 0F: 3 clusters Score -4811592 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4821270.000000 Penalty: 5242.596680
	Iteration 1F: 3 clusters Score -4821270 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4821776.500000 Penalty: 5242.596680
	Iteration 2Q: 3 clusters Score -4821776 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4822302.000000 Penalty: 5242.596680
	Iteration 3Q: 3 clusters Score -4822302 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4822796.000000 Penalty: 5242.596680
	Iteration 4Q: 3 clusters Score -4822796 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4823441.000000 Penalty: 5242.596680
	Iteration 5Q: 3 clusters Score -4823441 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4824289.000000 Penalty: 5242.596680
	Iteration 6Q: 3 clusters Score -4824289 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4825374.000000 Penalty: 5242.596680
	Iteration 7F: 3 clusters Score -4825374 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4826538.000000 Penalty: 5242.596680
	Iteration 8F: 3 clusters Score -4826538 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4827686.000000 Penalty: 5242.596680
	Iteration 9F: 3 clusters Score -4827686 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4828646.500000 Penalty: 5242.596680
	Iteration 10F: 3 clusters Score -4828646 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4829374.500000 Penalty: 5242.596680
	Iteration 11Q: 3 clusters Score -4829374 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4829934.000000 Penalty: 5242.596680
	Iteration 12Q: 3 clusters Score -4829934 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4830368.500000 Penalty: 5242.596680
	Iteration 13Q: 3 clusters Score -4830368 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4830733.500000 Penalty: 5242.596680
	Iteration 14Q: 3 clusters Score -4830734 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4831086.000000 Penalty: 5242.596680
	Iteration 15Q: 3 clusters Score -4831086 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4831473.500000 Penalty: 5242.596680
	Iteration 16Q: 3 clusters Score -4831474 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4831937.500000 Penalty: 5242.596680
	Iteration 17Q: 3 clusters Score -4831938 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4832421.000000 Penalty: 5242.596680
	Iteration 18Q: 3 clusters Score -4832421 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4832900.000000 Penalty: 5242.596680
	Iteration 19Q: 3 clusters Score -4832900 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4833443.000000 Penalty: 5242.596680
	Iteration 20F: 3 clusters Score -4833443 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4833922.000000 Penalty: 5242.596680
	Iteration 21Q: 3 clusters Score -4833922 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4834369.500000 Penalty: 5242.596680
	Iteration 22Q: 3 clusters Score -4834370 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4834738.000000 Penalty: 5242.596680
	Iteration 23Q: 3 clusters Score -4834738 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4834988.000000 Penalty: 5242.596680
	Iteration 24Q: 3 clusters Score -4834988 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4835184.000000 Penalty: 5242.596680
	Iteration 25Q: 3 clusters Score -4835184 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4835336.000000 Penalty: 5242.596680
	Iteration 26Q: 3 clusters Score -4835336 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4835440.000000 Penalty: 5242.596680
	Iteration 27Q: 3 clusters Score -4835440 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -4835526.000000 Penalty: 5242.596680
	Iteration 28Q: 3 clusters Score -4835526 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4835592.500000 Penalty: 5242.596680
	Iteration 29Q: 3 clusters Score -4835592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4835642.000000 Penalty: 5242.596680
	Iteration 30Q: 3 clusters Score -4835642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4835695.000000 Penalty: 5242.596680
	Iteration 31Q: 3 clusters Score -4835695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4835715.500000 Penalty: 5242.596680
	Iteration 32Q: 3 clusters Score -4835716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4835745.000000 Penalty: 5242.596680
	Iteration 33Q: 3 clusters Score -4835745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4835768.500000 Penalty: 5242.596680
	Iteration 34Q: 3 clusters Score -4835768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4835789.500000 Penalty: 5242.596680
	Iteration 35Q: 3 clusters Score -4835790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4835807.000000 Penalty: 5242.596680
	Iteration 36Q: 3 clusters Score -4835807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4835821.500000 Penalty: 5242.596680
	Iteration 37Q: 3 clusters Score -4835822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4835828.000000 Penalty: 5242.596680
	Iteration 38Q: 3 clusters Score -4835828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4835834.000000 Penalty: 5242.596680
	Iteration 39Q: 3 clusters Score -4835834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4835848.000000 Penalty: 5242.596680
	Iteration 40F: 3 clusters Score -4835848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -4835856.000000 Penalty: 5242.596680
	Iteration 41Q: 3 clusters Score -4835856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -4835859.500000 Penalty: 5242.596680
	Iteration 42Q: 3 clusters Score -4835860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4835864.000000 Penalty: 5242.596680
	Iteration 43Q: 3 clusters Score -4835864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4835864.500000 Penalty: 5242.596680
	Iteration 44Q: 3 clusters Score -4835864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4835867.000000 Penalty: 5242.596680
	Iteration 45Q: 3 clusters Score -4835867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4835863.500000 Penalty: 5242.596680
	Iteration 46Q: 3 clusters Score -4835864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -4835866.500000 Penalty: 5242.596680
	Iteration 47Q: 3 clusters Score -4835866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4835870.000000 Penalty: 5242.596680
	Iteration 48Q: 3 clusters Score -4835870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4835869.500000 Penalty: 5242.596680
	Iteration 49Q: 3 clusters Score -4835870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4835869.500000 Penalty: 5242.596680
	Iteration 50Q: 3 clusters Score -4835870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4835869.500000 Penalty: 5242.596680
	Iteration 51F: 3 clusters Score -4835870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1540638.875000 Penalty: 2345.191895
	Iteration 0F: 2 clusters Score -1540639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1531208.250000 Penalty: 4690.383789
	Iteration 0F: 3 clusters Score -1531208 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1534340.250000 Penalty: 4690.383789
	Iteration 1F: 3 clusters Score -1534340 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1535169.500000 Penalty: 4690.383789
	Iteration 2F: 3 clusters Score -1535170 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1536192.625000 Penalty: 4690.383789
	Iteration 3F: 3 clusters Score -1536193 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1537366.500000 Penalty: 4690.383789
	Iteration 4F: 3 clusters Score -1537366 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1538486.000000 Penalty: 4690.383789
	Iteration 5F: 3 clusters Score -1538486 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1539437.250000 Penalty: 4690.383789
	Iteration 6F: 3 clusters Score -1539437 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1540134.750000 Penalty: 4690.383789
	Iteration 7Q: 3 clusters Score -1540135 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1540551.000000 Penalty: 4690.383789
	Iteration 8Q: 3 clusters Score -1540551 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1540736.000000 Penalty: 4690.383789
	Iteration 9Q: 3 clusters Score -1540736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1540806.250000 Penalty: 4690.383789
	Iteration 10Q: 3 clusters Score -1540806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1540865.125000 Penalty: 4690.383789
	Iteration 11Q: 3 clusters Score -1540865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1540888.875000 Penalty: 4690.383789
	Iteration 12Q: 3 clusters Score -1540889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1540901.875000 Penalty: 4690.383789
	Iteration 13Q: 3 clusters Score -1540902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1540901.375000 Penalty: 4690.383789
	Iteration 14Q: 3 clusters Score -1540901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1540902.625000 Penalty: 4690.383789
	Iteration 15Q: 3 clusters Score -1540903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1540902.750000 Penalty: 4690.383789
	Iteration 16Q: 3 clusters Score -1540903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1540908.125000 Penalty: 4690.383789
	Iteration 17Q: 3 clusters Score -1540908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1540911.750000 Penalty: 4690.383789
	Iteration 18Q: 3 clusters Score -1540912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1540911.875000 Penalty: 4690.383789
	Iteration 19Q: 3 clusters Score -1540912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1540913.125000 Penalty: 4690.383789
	Iteration 20F: 3 clusters Score -1540913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1540916.625000 Penalty: 4690.383789
	Iteration 21Q: 3 clusters Score -1540917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1540916.625000 Penalty: 4690.383789
	Iteration 22F: 3 clusters Score -1540917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 10608 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334283 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 2182 members 
Entering Unmasked Estep 
Score: -142023280.000000 Penalty: 169800.968750
Splitting cluster 11 changes total score from -142023968.000000 to -142023280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (17399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Entering Unmasked Estep 
Score: -2216025.500000 Penalty: 2421.513672
	Iteration 0F: 2 clusters Score -2216026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2203609.750000 Penalty: 4843.027344
	Iteration 0F: 3 clusters Score -2203610 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2207656.500000 Penalty: 4843.027344
	Iteration 1F: 3 clusters Score -2207656 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2208096.750000 Penalty: 4843.027344
	Iteration 2F: 3 clusters Score -2208097 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2208564.000000 Penalty: 4843.027344
	Iteration 3F: 3 clusters Score -2208564 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2209092.250000 Penalty: 4843.027344
	Iteration 4F: 3 clusters Score -2209092 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2209670.250000 Penalty: 4843.027344
	Iteration 5F: 3 clusters Score -2209670 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2210341.250000 Penalty: 4843.027344
	Iteration 6F: 3 clusters Score -2210341 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2211056.500000 Penalty: 4843.027344
	Iteration 7F: 3 clusters Score -2211056 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2211793.250000 Penalty: 4843.027344
	Iteration 8F: 3 clusters Score -2211793 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2212486.000000 Penalty: 4843.027344
	Iteration 9Q: 3 clusters Score -2212486 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2213010.000000 Penalty: 4843.027344
	Iteration 10Q: 3 clusters Score -2213010 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2213359.500000 Penalty: 4843.027344
	Iteration 11Q: 3 clusters Score -2213360 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2213541.750000 Penalty: 4843.027344
	Iteration 12Q: 3 clusters Score -2213542 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2213633.750000 Penalty: 4843.027344
	Iteration 13Q: 3 clusters Score -2213634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2213701.500000 Penalty: 4843.027344
	Iteration 14Q: 3 clusters Score -2213702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2213733.000000 Penalty: 4843.027344
	Iteration 15Q: 3 clusters Score -2213733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2213756.000000 Penalty: 4843.027344
	Iteration 16Q: 3 clusters Score -2213756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2213789.500000 Penalty: 4843.027344
	Iteration 17Q: 3 clusters Score -2213790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2213806.250000 Penalty: 4843.027344
	Iteration 18Q: 3 clusters Score -2213806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2213820.250000 Penalty: 4843.027344
	Iteration 19Q: 3 clusters Score -2213820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2213835.250000 Penalty: 4843.027344
	Iteration 20F: 3 clusters Score -2213835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2213852.750000 Penalty: 4843.027344
	Iteration 21Q: 3 clusters Score -2213853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2213867.000000 Penalty: 4843.027344
	Iteration 22Q: 3 clusters Score -2213867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2213875.000000 Penalty: 4843.027344
	Iteration 23Q: 3 clusters Score -2213875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2213881.000000 Penalty: 4843.027344
	Iteration 24Q: 3 clusters Score -2213881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2213888.000000 Penalty: 4843.027344
	Iteration 25Q: 3 clusters Score -2213888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2213893.000000 Penalty: 4843.027344
	Iteration 26Q: 3 clusters Score -2213893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2213904.750000 Penalty: 4843.027344
	Iteration 27Q: 3 clusters Score -2213905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2213917.750000 Penalty: 4843.027344
	Iteration 28Q: 3 clusters Score -2213918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2213920.250000 Penalty: 4843.027344
	Iteration 29Q: 3 clusters Score -2213920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2213922.750000 Penalty: 4843.027344
	Iteration 30Q: 3 clusters Score -2213923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2213930.250000 Penalty: 4843.027344
	Iteration 31Q: 3 clusters Score -2213930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2213942.750000 Penalty: 4843.027344
	Iteration 32Q: 3 clusters Score -2213943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2213942.250000 Penalty: 4843.027344
	Iteration 33Q: 3 clusters Score -2213942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2213951.500000 Penalty: 4843.027344
	Iteration 34Q: 3 clusters Score -2213952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2213951.000000 Penalty: 4843.027344
	Iteration 35Q: 3 clusters Score -2213951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2213961.500000 Penalty: 4843.027344
	Iteration 36Q: 3 clusters Score -2213962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2213965.000000 Penalty: 4843.027344
	Iteration 37Q: 3 clusters Score -2213965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2213966.500000 Penalty: 4843.027344
	Iteration 38Q: 3 clusters Score -2213966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2213967.500000 Penalty: 4843.027344
	Iteration 39Q: 3 clusters Score -2213968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2213971.250000 Penalty: 4843.027344
	Iteration 40F: 3 clusters Score -2213971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2213974.750000 Penalty: 4843.027344
	Iteration 41Q: 3 clusters Score -2213975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2213969.750000 Penalty: 4843.027344
	Iteration 42Q: 3 clusters Score -2213970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2213975.750000 Penalty: 4843.027344
	Iteration 43Q: 3 clusters Score -2213976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2213983.250000 Penalty: 4843.027344
	Iteration 44Q: 3 clusters Score -2213983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2213982.750000 Penalty: 4843.027344
	Iteration 45Q: 3 clusters Score -2213983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2213980.500000 Penalty: 4843.027344
	Iteration 46Q: 3 clusters Score -2213980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2213982.250000 Penalty: 4843.027344
	Iteration 47Q: 3 clusters Score -2213982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2213990.750000 Penalty: 4843.027344
	Iteration 48Q: 3 clusters Score -2213991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2213993.000000 Penalty: 4843.027344
	Iteration 49Q: 3 clusters Score -2213993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2213993.750000 Penalty: 4843.027344
	Iteration 50Q: 3 clusters Score -2213994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2213996.250000 Penalty: 4843.027344
	Iteration 51Q: 3 clusters Score -2213996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2214001.000000 Penalty: 4843.027344
	Iteration 52Q: 3 clusters Score -2214001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2214004.750000 Penalty: 4843.027344
	Iteration 53Q: 3 clusters Score -2214005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2214008.250000 Penalty: 4843.027344
	Iteration 54Q: 3 clusters Score -2214008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2214006.750000 Penalty: 4843.027344
	Iteration 55Q: 3 clusters Score -2214007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2214005.750000 Penalty: 4843.027344
	Iteration 56Q: 3 clusters Score -2214006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2214011.500000 Penalty: 4843.027344
	Iteration 57Q: 3 clusters Score -2214012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2214011.750000 Penalty: 4843.027344
	Iteration 58Q: 3 clusters Score -2214012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2214022.750000 Penalty: 4843.027344
	Iteration 59Q: 3 clusters Score -2214023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2214027.750000 Penalty: 4843.027344
	Iteration 60F: 3 clusters Score -2214028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2214033.250000 Penalty: 4843.027344
	Iteration 61Q: 3 clusters Score -2214033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2214039.500000 Penalty: 4843.027344
	Iteration 62Q: 3 clusters Score -2214040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2214042.250000 Penalty: 4843.027344
	Iteration 63Q: 3 clusters Score -2214042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2214045.750000 Penalty: 4843.027344
	Iteration 64Q: 3 clusters Score -2214046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2214050.500000 Penalty: 4843.027344
	Iteration 65Q: 3 clusters Score -2214050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2214052.250000 Penalty: 4843.027344
	Iteration 66Q: 3 clusters Score -2214052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2214054.250000 Penalty: 4843.027344
	Iteration 67Q: 3 clusters Score -2214054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2214056.250000 Penalty: 4843.027344
	Iteration 68Q: 3 clusters Score -2214056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2214058.500000 Penalty: 4843.027344
	Iteration 69Q: 3 clusters Score -2214058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2214059.750000 Penalty: 4843.027344
	Iteration 70Q: 3 clusters Score -2214060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2214056.500000 Penalty: 4843.027344
	Iteration 71Q: 3 clusters Score -2214056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2214056.750000 Penalty: 4843.027344
	Iteration 72Q: 3 clusters Score -2214057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2214057.000000 Penalty: 4843.027344
	Iteration 73Q: 3 clusters Score -2214057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2214057.000000 Penalty: 4843.027344
	Iteration 74F: 3 clusters Score -2214057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -646609.562500 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -646609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -641593.312500 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -641593.3 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -642942.062500 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -642942.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -643354.187500 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -643354.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -643677.250000 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -643677.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -643893.750000 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -643893.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -644073.187500 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -644073.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -644243.937500 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -644243.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -644366.937500 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -644366.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -644455.875000 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -644455.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -644547.812500 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -644547.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -644626.687500 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -644626.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -644680.875000 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -644680.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -644731.375000 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -644731.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -644794.500000 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -644794.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -644862.625000 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -644862.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -644928.750000 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -644928.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -644974.062500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -644974.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -645004.687500 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -645004.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -645035.875000 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -645035.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -645062.062500 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -645062.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -645086.187500 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -645086.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -645106.937500 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -645106.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -645119.062500 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -645119.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -645129.812500 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -645129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -645142.687500 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -645142.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -645149.375000 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -645149.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -645154.000000 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -645154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -645160.000000 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -645160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -645163.875000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -645163.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -645165.875000 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -645165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -645169.500000 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -645169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -645173.250000 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -645173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -645177.687500 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -645177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -645181.187500 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -645181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -645186.250000 Penalty: 4297.630859
	Iteration 34Q: 3 clusters Score -645186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -645188.875000 Penalty: 4297.630859
	Iteration 35Q: 3 clusters Score -645188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -645189.937500 Penalty: 4297.630859
	Iteration 36Q: 3 clusters Score -645189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -645190.500000 Penalty: 4297.630859
	Iteration 37Q: 3 clusters Score -645190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -645190.625000 Penalty: 4297.630859
	Iteration 38Q: 3 clusters Score -645190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -645190.625000 Penalty: 4297.630859
	Iteration 39F: 3 clusters Score -645190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -55299.960938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -55299.96 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 262 members 
Entering Unmasked Estep 
Score: -53897.011719 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -53897.01 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54145.097656 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -54145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54360.085938 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -54360.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54646.222656 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -54646.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54773.730469 Penalty: 3096.142822
	Iteration 4F: 3 clusters Score -54773.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -54823.820312 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -54823.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54873.894531 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -54873.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54905.785156 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -54905.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54913.785156 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -54913.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54947.394531 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -54947.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -54959.910156 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -54959.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54992.945312 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -54992.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55029.832031 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -55029.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55033.199219 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -55033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55033.199219 Penalty: 3096.142822
	Iteration 14F: 3 clusters Score -55033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Entering Unmasked Estep 
Score: -19383332.000000 Penalty: 2966.346191
	Iteration 0F: 2 clusters Score -1.938333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -19277984.000000 Penalty: 5932.692383
	Iteration 0F: 3 clusters Score -1.927798e+07 nChanged 75214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -19323010.000000 Penalty: 5932.692383
	Iteration 1F: 3 clusters Score -1.932301e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -19325344.000000 Penalty: 5932.692383
	Iteration 2Q: 3 clusters Score -1.932534e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -19329336.000000 Penalty: 5932.692383
	Iteration 3F: 3 clusters Score -1.932934e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -19335058.000000 Penalty: 5932.692383
	Iteration 4F: 3 clusters Score -1.933506e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -19342244.000000 Penalty: 5932.692383
	Iteration 5F: 3 clusters Score -1.934224e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -19349400.000000 Penalty: 5932.692383
	Iteration 6F: 3 clusters Score -1.93494e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -19356124.000000 Penalty: 5932.692383
	Iteration 7F: 3 clusters Score -1.935612e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -19362588.000000 Penalty: 5932.692383
	Iteration 8F: 3 clusters Score -1.936259e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -19368116.000000 Penalty: 5932.692383
	Iteration 9Q: 3 clusters Score -1.936812e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -19372734.000000 Penalty: 5932.692383
	Iteration 10Q: 3 clusters Score -1.937273e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -19376268.000000 Penalty: 5932.692383
	Iteration 11Q: 3 clusters Score -1.937627e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -19378312.000000 Penalty: 5932.692383
	Iteration 12Q: 3 clusters Score -1.937831e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -19379430.000000 Penalty: 5932.692383
	Iteration 13Q: 3 clusters Score -1.937943e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -19380140.000000 Penalty: 5932.692383
	Iteration 14Q: 3 clusters Score -1.938014e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -19380388.000000 Penalty: 5932.692383
	Iteration 15Q: 3 clusters Score -1.938039e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -19380566.000000 Penalty: 5932.692383
	Iteration 16Q: 3 clusters Score -1.938057e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -19380688.000000 Penalty: 5932.692383
	Iteration 17Q: 3 clusters Score -1.938069e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -19380802.000000 Penalty: 5932.692383
	Iteration 18Q: 3 clusters Score -1.93808e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -19380854.000000 Penalty: 5932.692383
	Iteration 19Q: 3 clusters Score -1.938085e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -19380900.000000 Penalty: 5932.692383
	Iteration 20F: 3 clusters Score -1.93809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -19380930.000000 Penalty: 5932.692383
	Iteration 21Q: 3 clusters Score -1.938093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -19380944.000000 Penalty: 5932.692383
	Iteration 22Q: 3 clusters Score -1.938094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 155695 members 
Entering Unmasked Estep 
Score: -19380958.000000 Penalty: 5932.692383
	Iteration 23Q: 3 clusters Score -1.938096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -19380988.000000 Penalty: 5932.692383
	Iteration 24Q: 3 clusters Score -1.938099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -19381004.000000 Penalty: 5932.692383
	Iteration 25Q: 3 clusters Score -1.9381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -19381002.000000 Penalty: 5932.692383
	Iteration 26Q: 3 clusters Score -1.9381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 155729 members 
Entering Unmasked Estep 
Score: -19380988.000000 Penalty: 5932.692383
	Iteration 27Q: 3 clusters Score -1.938099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -19381012.000000 Penalty: 5932.692383
	Iteration 28Q: 3 clusters Score -1.938101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 155738 members 
Entering Unmasked Estep 
Score: -19381016.000000 Penalty: 5932.692383
	Iteration 29Q: 3 clusters Score -1.938102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -19380996.000000 Penalty: 5932.692383
	Iteration 30Q: 3 clusters Score -1.9381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -19380988.000000 Penalty: 5932.692383
	Iteration 31Q: 3 clusters Score -1.938099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -19381004.000000 Penalty: 5932.692383
	Iteration 32Q: 3 clusters Score -1.9381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -19381006.000000 Penalty: 5932.692383
	Iteration 33Q: 3 clusters Score -1.938101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 155747 members 
Entering Unmasked Estep 
Score: -19381002.000000 Penalty: 5932.692383
	Iteration 34Q: 3 clusters Score -1.9381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -19381016.000000 Penalty: 5932.692383
	Iteration 35Q: 3 clusters Score -1.938102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -19381018.000000 Penalty: 5932.692383
	Iteration 36Q: 3 clusters Score -1.938102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -19381032.000000 Penalty: 5932.692383
	Iteration 37Q: 3 clusters Score -1.938103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -19381026.000000 Penalty: 5932.692383
	Iteration 38Q: 3 clusters Score -1.938103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -19381024.000000 Penalty: 5932.692383
	Iteration 39Q: 3 clusters Score -1.938102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -19381034.000000 Penalty: 5932.692383
	Iteration 40F: 3 clusters Score -1.938103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -19381032.000000 Penalty: 5932.692383
	Iteration 41Q: 3 clusters Score -1.938103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -19381030.000000 Penalty: 5932.692383
	Iteration 42Q: 3 clusters Score -1.938103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 155765 members 
Entering Unmasked Estep 
Score: -19381010.000000 Penalty: 5932.692383
	Iteration 43Q: 3 clusters Score -1.938101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 155769 members 
Entering Unmasked Estep 
Score: -19381000.000000 Penalty: 5932.692383
	Iteration 44Q: 3 clusters Score -1.9381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -19381000.000000 Penalty: 5932.692383
	Iteration 45Q: 3 clusters Score -1.9381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -19381032.000000 Penalty: 5932.692383
	Iteration 46Q: 3 clusters Score -1.938103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -19381012.000000 Penalty: 5932.692383
	Iteration 47Q: 3 clusters Score -1.938101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -19381022.000000 Penalty: 5932.692383
	Iteration 48Q: 3 clusters Score -1.938102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -19381026.000000 Penalty: 5932.692383
	Iteration 49Q: 3 clusters Score -1.938103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -19381028.000000 Penalty: 5932.692383
	Iteration 50Q: 3 clusters Score -1.938103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -19381036.000000 Penalty: 5932.692383
	Iteration 51Q: 3 clusters Score -1.938104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -19381042.000000 Penalty: 5932.692383
	Iteration 52Q: 3 clusters Score -1.938104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -19381044.000000 Penalty: 5932.692383
	Iteration 53Q: 3 clusters Score -1.938104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -19381042.000000 Penalty: 5932.692383
	Iteration 54Q: 3 clusters Score -1.938104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -19381030.000000 Penalty: 5932.692383
	Iteration 55Q: 3 clusters Score -1.938103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -19381030.000000 Penalty: 5932.692383
	Iteration 56F: 3 clusters Score -1.938103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -657844.375000 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -657844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -653087.125000 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -653087.1 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -654327.500000 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -654327.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654752.500000 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -654752.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -655140.875000 Penalty: 4262.333008
	Iteration 3F: 3 clusters Score -655140.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -655584.812500 Penalty: 4262.333008
	Iteration 4F: 3 clusters Score -655584.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -656022.062500 Penalty: 4262.333008
	Iteration 5F: 3 clusters Score -656022.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -656381.125000 Penalty: 4262.333008
	Iteration 6F: 3 clusters Score -656381.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -656644.312500 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -656644.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -656785.250000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -656785.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -656864.687500 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -656864.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -656905.687500 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -656905.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -656934.375000 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -656934.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -656958.812500 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -656958.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -656977.500000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -656977.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -657001.625000 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -657001.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -657024.500000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -657024.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -657046.562500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -657046.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -657072.937500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -657072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -657107.875000 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -657107.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -657153.375000 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -657153.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -657195.812500 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -657195.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -657248.687500 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -657248.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -657278.437500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -657278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -657289.625000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -657289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -657295.937500 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -657295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -657302.250000 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -657302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -657306.000000 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -657306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -657305.875000 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -657305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -657307.250000 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -657307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -657306.062500 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -657306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -657305.875000 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -657305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -657307.625000 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -657307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -657308.250000 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -657308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -657307.937500 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -657307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -657307.937500 Penalty: 4262.333008
	Iteration 34F: 3 clusters Score -657307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Entering Unmasked Estep 
Score: -6319703.000000 Penalty: 2689.762451
	Iteration 0F: 2 clusters Score -6319703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6285163.500000 Penalty: 5379.524902
	Iteration 0F: 3 clusters Score -6285164 nChanged 23662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6298383.000000 Penalty: 5379.524902
	Iteration 1F: 3 clusters Score -6298383 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -6299019.000000 Penalty: 5379.524902
	Iteration 2Q: 3 clusters Score -6299019 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6299571.500000 Penalty: 5379.524902
	Iteration 3Q: 3 clusters Score -6299572 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6300070.500000 Penalty: 5379.524902
	Iteration 4Q: 3 clusters Score -6300070 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -6300674.500000 Penalty: 5379.524902
	Iteration 5Q: 3 clusters Score -6300674 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6301424.500000 Penalty: 5379.524902
	Iteration 6Q: 3 clusters Score -6301424 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -6302484.000000 Penalty: 5379.524902
	Iteration 7Q: 3 clusters Score -6302484 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -6304040.000000 Penalty: 5379.524902
	Iteration 8F: 3 clusters Score -6304040 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -6306408.000000 Penalty: 5379.524902
	Iteration 9F: 3 clusters Score -6306408 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -6309485.000000 Penalty: 5379.524902
	Iteration 10F: 3 clusters Score -6309485 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6312693.500000 Penalty: 5379.524902
	Iteration 11F: 3 clusters Score -6312694 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6315081.000000 Penalty: 5379.524902
	Iteration 12Q: 3 clusters Score -6315081 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6316325.500000 Penalty: 5379.524902
	Iteration 13Q: 3 clusters Score -6316326 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6316840.500000 Penalty: 5379.524902
	Iteration 14Q: 3 clusters Score -6316840 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6317060.000000 Penalty: 5379.524902
	Iteration 15Q: 3 clusters Score -6317060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6317174.000000 Penalty: 5379.524902
	Iteration 16Q: 3 clusters Score -6317174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6317240.000000 Penalty: 5379.524902
	Iteration 17Q: 3 clusters Score -6317240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6317288.500000 Penalty: 5379.524902
	Iteration 18Q: 3 clusters Score -6317288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6317309.500000 Penalty: 5379.524902
	Iteration 19Q: 3 clusters Score -6317310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6317335.500000 Penalty: 5379.524902
	Iteration 20F: 3 clusters Score -6317336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6317353.500000 Penalty: 5379.524902
	Iteration 21Q: 3 clusters Score -6317354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6317367.500000 Penalty: 5379.524902
	Iteration 22Q: 3 clusters Score -6317368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6317370.500000 Penalty: 5379.524902
	Iteration 23Q: 3 clusters Score -6317370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6317370.500000 Penalty: 5379.524902
	Iteration 24F: 3 clusters Score -6317370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Entering Unmasked Estep 
Score: -3351607.750000 Penalty: 2524.268555
	Iteration 0F: 2 clusters Score -3351608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3333456.000000 Penalty: 5048.537109
	Iteration 0F: 3 clusters Score -3333456 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3339833.250000 Penalty: 5048.537109
	Iteration 1F: 3 clusters Score -3339833 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3340271.250000 Penalty: 5048.537109
	Iteration 2Q: 3 clusters Score -3340271 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3340672.250000 Penalty: 5048.537109
	Iteration 3Q: 3 clusters Score -3340672 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3341063.250000 Penalty: 5048.537109
	Iteration 4Q: 3 clusters Score -3341063 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3341443.000000 Penalty: 5048.537109
	Iteration 5Q: 3 clusters Score -3341443 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3341859.250000 Penalty: 5048.537109
	Iteration 6Q: 3 clusters Score -3341859 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3342347.750000 Penalty: 5048.537109
	Iteration 7Q: 3 clusters Score -3342348 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3342880.250000 Penalty: 5048.537109
	Iteration 8Q: 3 clusters Score -3342880 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3343518.500000 Penalty: 5048.537109
	Iteration 9Q: 3 clusters Score -3343518 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3344340.750000 Penalty: 5048.537109
	Iteration 10F: 3 clusters Score -3344341 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3345234.000000 Penalty: 5048.537109
	Iteration 11F: 3 clusters Score -3345234 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3345928.000000 Penalty: 5048.537109
	Iteration 12Q: 3 clusters Score -3345928 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3346351.000000 Penalty: 5048.537109
	Iteration 13Q: 3 clusters Score -3346351 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3346645.250000 Penalty: 5048.537109
	Iteration 14Q: 3 clusters Score -3346645 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3346865.250000 Penalty: 5048.537109
	Iteration 15Q: 3 clusters Score -3346865 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3347051.750000 Penalty: 5048.537109
	Iteration 16Q: 3 clusters Score -3347052 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3347194.000000 Penalty: 5048.537109
	Iteration 17Q: 3 clusters Score -3347194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3347295.500000 Penalty: 5048.537109
	Iteration 18Q: 3 clusters Score -3347296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3347402.500000 Penalty: 5048.537109
	Iteration 19Q: 3 clusters Score -3347402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3347481.750000 Penalty: 5048.537109
	Iteration 20F: 3 clusters Score -3347482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3347572.250000 Penalty: 5048.537109
	Iteration 21Q: 3 clusters Score -3347572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3347666.000000 Penalty: 5048.537109
	Iteration 22Q: 3 clusters Score -3347666 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3347759.000000 Penalty: 5048.537109
	Iteration 23Q: 3 clusters Score -3347759 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3347803.250000 Penalty: 5048.537109
	Iteration 24Q: 3 clusters Score -3347803 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3347877.250000 Penalty: 5048.537109
	Iteration 25Q: 3 clusters Score -3347877 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3347938.000000 Penalty: 5048.537109
	Iteration 26Q: 3 clusters Score -3347938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3347993.000000 Penalty: 5048.537109
	Iteration 27Q: 3 clusters Score -3347993 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3348058.750000 Penalty: 5048.537109
	Iteration 28Q: 3 clusters Score -3348059 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3348127.000000 Penalty: 5048.537109
	Iteration 29Q: 3 clusters Score -3348127 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3348177.250000 Penalty: 5048.537109
	Iteration 30Q: 3 clusters Score -3348177 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3348237.000000 Penalty: 5048.537109
	Iteration 31Q: 3 clusters Score -3348237 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3348307.250000 Penalty: 5048.537109
	Iteration 32Q: 3 clusters Score -3348307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3348366.000000 Penalty: 5048.537109
	Iteration 33Q: 3 clusters Score -3348366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3348423.750000 Penalty: 5048.537109
	Iteration 34Q: 3 clusters Score -3348424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3348462.000000 Penalty: 5048.537109
	Iteration 35Q: 3 clusters Score -3348462 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3348526.000000 Penalty: 5048.537109
	Iteration 36Q: 3 clusters Score -3348526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3348569.500000 Penalty: 5048.537109
	Iteration 37Q: 3 clusters Score -3348570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3348610.750000 Penalty: 5048.537109
	Iteration 38Q: 3 clusters Score -3348611 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3348648.750000 Penalty: 5048.537109
	Iteration 39Q: 3 clusters Score -3348649 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3348675.000000 Penalty: 5048.537109
	Iteration 40F: 3 clusters Score -3348675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3348712.000000 Penalty: 5048.537109
	Iteration 41Q: 3 clusters Score -3348712 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3348756.000000 Penalty: 5048.537109
	Iteration 42Q: 3 clusters Score -3348756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3348794.750000 Penalty: 5048.537109
	Iteration 43Q: 3 clusters Score -3348795 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3348833.250000 Penalty: 5048.537109
	Iteration 44Q: 3 clusters Score -3348833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3348857.000000 Penalty: 5048.537109
	Iteration 45Q: 3 clusters Score -3348857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3348891.250000 Penalty: 5048.537109
	Iteration 46Q: 3 clusters Score -3348891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3348922.750000 Penalty: 5048.537109
	Iteration 47Q: 3 clusters Score -3348923 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3348949.000000 Penalty: 5048.537109
	Iteration 48Q: 3 clusters Score -3348949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3348976.000000 Penalty: 5048.537109
	Iteration 49Q: 3 clusters Score -3348976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3349024.250000 Penalty: 5048.537109
	Iteration 50Q: 3 clusters Score -3349024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3349057.750000 Penalty: 5048.537109
	Iteration 51Q: 3 clusters Score -3349058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3349090.000000 Penalty: 5048.537109
	Iteration 52Q: 3 clusters Score -3349090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3349130.250000 Penalty: 5048.537109
	Iteration 53Q: 3 clusters Score -3349130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3349182.000000 Penalty: 5048.537109
	Iteration 54Q: 3 clusters Score -3349182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3349215.750000 Penalty: 5048.537109
	Iteration 55Q: 3 clusters Score -3349216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3349258.500000 Penalty: 5048.537109
	Iteration 56Q: 3 clusters Score -3349258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3349277.250000 Penalty: 5048.537109
	Iteration 57Q: 3 clusters Score -3349277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3349309.000000 Penalty: 5048.537109
	Iteration 58Q: 3 clusters Score -3349309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3349337.750000 Penalty: 5048.537109
	Iteration 59Q: 3 clusters Score -3349338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3349357.000000 Penalty: 5048.537109
	Iteration 60F: 3 clusters Score -3349357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3349385.250000 Penalty: 5048.537109
	Iteration 61Q: 3 clusters Score -3349385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3349406.000000 Penalty: 5048.537109
	Iteration 62Q: 3 clusters Score -3349406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3349418.750000 Penalty: 5048.537109
	Iteration 63Q: 3 clusters Score -3349419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3349430.000000 Penalty: 5048.537109
	Iteration 64Q: 3 clusters Score -3349430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3349449.500000 Penalty: 5048.537109
	Iteration 65Q: 3 clusters Score -3349450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3349466.000000 Penalty: 5048.537109
	Iteration 66Q: 3 clusters Score -3349466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3349484.000000 Penalty: 5048.537109
	Iteration 67Q: 3 clusters Score -3349484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3349496.250000 Penalty: 5048.537109
	Iteration 68Q: 3 clusters Score -3349496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3349502.250000 Penalty: 5048.537109
	Iteration 69Q: 3 clusters Score -3349502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3349510.500000 Penalty: 5048.537109
	Iteration 70Q: 3 clusters Score -3349510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3349517.500000 Penalty: 5048.537109
	Iteration 71Q: 3 clusters Score -3349518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3349526.500000 Penalty: 5048.537109
	Iteration 72Q: 3 clusters Score -3349526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3349532.250000 Penalty: 5048.537109
	Iteration 73Q: 3 clusters Score -3349532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3349535.500000 Penalty: 5048.537109
	Iteration 74Q: 3 clusters Score -3349536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3349539.500000 Penalty: 5048.537109
	Iteration 75Q: 3 clusters Score -3349540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3349547.500000 Penalty: 5048.537109
	Iteration 76Q: 3 clusters Score -3349548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3349545.750000 Penalty: 5048.537109
	Iteration 77Q: 3 clusters Score -3349546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3349548.250000 Penalty: 5048.537109
	Iteration 78Q: 3 clusters Score -3349548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3349555.250000 Penalty: 5048.537109
	Iteration 79Q: 3 clusters Score -3349555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3349560.500000 Penalty: 5048.537109
	Iteration 80F: 3 clusters Score -3349560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3349559.750000 Penalty: 5048.537109
	Iteration 81Q: 3 clusters Score -3349560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3349567.250000 Penalty: 5048.537109
	Iteration 82Q: 3 clusters Score -3349567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3349572.000000 Penalty: 5048.537109
	Iteration 83Q: 3 clusters Score -3349572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3349567.750000 Penalty: 5048.537109
	Iteration 84Q: 3 clusters Score -3349568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3349573.500000 Penalty: 5048.537109
	Iteration 85Q: 3 clusters Score -3349574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3349577.000000 Penalty: 5048.537109
	Iteration 86Q: 3 clusters Score -3349577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3349586.500000 Penalty: 5048.537109
	Iteration 87Q: 3 clusters Score -3349586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3349583.500000 Penalty: 5048.537109
	Iteration 88Q: 3 clusters Score -3349584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3349587.000000 Penalty: 5048.537109
	Iteration 89Q: 3 clusters Score -3349587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3349585.750000 Penalty: 5048.537109
	Iteration 90Q: 3 clusters Score -3349586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3349588.250000 Penalty: 5048.537109
	Iteration 91Q: 3 clusters Score -3349588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3349591.000000 Penalty: 5048.537109
	Iteration 92Q: 3 clusters Score -3349591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3349590.500000 Penalty: 5048.537109
	Iteration 93Q: 3 clusters Score -3349590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3349588.500000 Penalty: 5048.537109
	Iteration 94Q: 3 clusters Score -3349588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3349585.000000 Penalty: 5048.537109
	Iteration 95Q: 3 clusters Score -3349585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3349587.500000 Penalty: 5048.537109
	Iteration 96Q: 3 clusters Score -3349588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3349589.500000 Penalty: 5048.537109
	Iteration 97Q: 3 clusters Score -3349590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3349590.000000 Penalty: 5048.537109
	Iteration 98Q: 3 clusters Score -3349590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3349590.500000 Penalty: 5048.537109
	Iteration 99Q: 3 clusters Score -3349590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3349589.000000 Penalty: 5048.537109
	Iteration 100F: 3 clusters Score -3349589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3349591.000000 Penalty: 5048.537109
	Iteration 101Q: 3 clusters Score -3349591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3349590.750000 Penalty: 5048.537109
	Iteration 102Q: 3 clusters Score -3349591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3349590.000000 Penalty: 5048.537109
	Iteration 103Q: 3 clusters Score -3349590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3349591.250000 Penalty: 5048.537109
	Iteration 104Q: 3 clusters Score -3349591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3349593.250000 Penalty: 5048.537109
	Iteration 105Q: 3 clusters Score -3349593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3349595.750000 Penalty: 5048.537109
	Iteration 106Q: 3 clusters Score -3349596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3349590.500000 Penalty: 5048.537109
	Iteration 107Q: 3 clusters Score -3349590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3349590.000000 Penalty: 5048.537109
	Iteration 108Q: 3 clusters Score -3349590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3349594.750000 Penalty: 5048.537109
	Iteration 109Q: 3 clusters Score -3349595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3349592.750000 Penalty: 5048.537109
	Iteration 110Q: 3 clusters Score -3349593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3349598.000000 Penalty: 5048.537109
	Iteration 111Q: 3 clusters Score -3349598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3349598.500000 Penalty: 5048.537109
	Iteration 112Q: 3 clusters Score -3349598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3349599.750000 Penalty: 5048.537109
	Iteration 113Q: 3 clusters Score -3349600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3349599.750000 Penalty: 5048.537109
	Iteration 114F: 3 clusters Score -3349600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -49890.921875 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -49890.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48437.984375 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -48437.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48640.898438 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -48640.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48705.265625 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -48705.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48753.980469 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -48753.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48793.445312 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -48793.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48809.210938 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -48809.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48817.312500 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -48817.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48817.312500 Penalty: 3016.780762
	Iteration 7F: 3 clusters Score -48817.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -798738.562500 Penalty: 2176.527832
	Iteration 0F: 2 clusters Score -798738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -793271.500000 Penalty: 4353.055664
	Iteration 0F: 3 clusters Score -793271.5 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -794706.062500 Penalty: 4353.055664
	Iteration 1F: 3 clusters Score -794706.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -794978.875000 Penalty: 4353.055664
	Iteration 2F: 3 clusters Score -794978.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -795147.000000 Penalty: 4353.055664
	Iteration 3F: 3 clusters Score -795147 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -795302.687500 Penalty: 4353.055664
	Iteration 4Q: 3 clusters Score -795302.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -795408.937500 Penalty: 4353.055664
	Iteration 5Q: 3 clusters Score -795408.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -795503.062500 Penalty: 4353.055664
	Iteration 6Q: 3 clusters Score -795503.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -795574.875000 Penalty: 4353.055664
	Iteration 7Q: 3 clusters Score -795574.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -795631.250000 Penalty: 4353.055664
	Iteration 8Q: 3 clusters Score -795631.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -795670.187500 Penalty: 4353.055664
	Iteration 9Q: 3 clusters Score -795670.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -795710.062500 Penalty: 4353.055664
	Iteration 10Q: 3 clusters Score -795710.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -795753.000000 Penalty: 4353.055664
	Iteration 11Q: 3 clusters Score -795753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -795791.000000 Penalty: 4353.055664
	Iteration 12Q: 3 clusters Score -795791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -795820.500000 Penalty: 4353.055664
	Iteration 13Q: 3 clusters Score -795820.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -795846.125000 Penalty: 4353.055664
	Iteration 14Q: 3 clusters Score -795846.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -795866.375000 Penalty: 4353.055664
	Iteration 15Q: 3 clusters Score -795866.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -795888.687500 Penalty: 4353.055664
	Iteration 16Q: 3 clusters Score -795888.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -795912.625000 Penalty: 4353.055664
	Iteration 17Q: 3 clusters Score -795912.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -795936.312500 Penalty: 4353.055664
	Iteration 18Q: 3 clusters Score -795936.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -795967.687500 Penalty: 4353.055664
	Iteration 19Q: 3 clusters Score -795967.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -795997.500000 Penalty: 4353.055664
	Iteration 20F: 3 clusters Score -795997.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -796027.687500 Penalty: 4353.055664
	Iteration 21Q: 3 clusters Score -796027.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -796056.937500 Penalty: 4353.055664
	Iteration 22Q: 3 clusters Score -796056.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -796082.375000 Penalty: 4353.055664
	Iteration 23Q: 3 clusters Score -796082.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -796109.500000 Penalty: 4353.055664
	Iteration 24Q: 3 clusters Score -796109.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -796132.187500 Penalty: 4353.055664
	Iteration 25Q: 3 clusters Score -796132.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -796158.875000 Penalty: 4353.055664
	Iteration 26Q: 3 clusters Score -796158.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -796194.937500 Penalty: 4353.055664
	Iteration 27Q: 3 clusters Score -796194.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -796233.625000 Penalty: 4353.055664
	Iteration 28Q: 3 clusters Score -796233.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -796278.500000 Penalty: 4353.055664
	Iteration 29Q: 3 clusters Score -796278.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -796319.250000 Penalty: 4353.055664
	Iteration 30Q: 3 clusters Score -796319.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -796364.187500 Penalty: 4353.055664
	Iteration 31Q: 3 clusters Score -796364.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -796408.437500 Penalty: 4353.055664
	Iteration 32Q: 3 clusters Score -796408.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -796459.500000 Penalty: 4353.055664
	Iteration 33Q: 3 clusters Score -796459.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -796503.812500 Penalty: 4353.055664
	Iteration 34Q: 3 clusters Score -796503.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -796550.062500 Penalty: 4353.055664
	Iteration 35Q: 3 clusters Score -796550.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -796591.000000 Penalty: 4353.055664
	Iteration 36Q: 3 clusters Score -796591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -796626.062500 Penalty: 4353.055664
	Iteration 37Q: 3 clusters Score -796626.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -796658.312500 Penalty: 4353.055664
	Iteration 38Q: 3 clusters Score -796658.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -796690.562500 Penalty: 4353.055664
	Iteration 39Q: 3 clusters Score -796690.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -796718.750000 Penalty: 4353.055664
	Iteration 40F: 3 clusters Score -796718.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -796744.875000 Penalty: 4353.055664
	Iteration 41Q: 3 clusters Score -796744.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -796767.125000 Penalty: 4353.055664
	Iteration 42Q: 3 clusters Score -796767.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -796783.312500 Penalty: 4353.055664
	Iteration 43Q: 3 clusters Score -796783.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -796800.375000 Penalty: 4353.055664
	Iteration 44Q: 3 clusters Score -796800.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -796807.875000 Penalty: 4353.055664
	Iteration 45Q: 3 clusters Score -796807.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -796815.250000 Penalty: 4353.055664
	Iteration 46Q: 3 clusters Score -796815.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -796827.625000 Penalty: 4353.055664
	Iteration 47Q: 3 clusters Score -796827.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -796836.062500 Penalty: 4353.055664
	Iteration 48Q: 3 clusters Score -796836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -796845.375000 Penalty: 4353.055664
	Iteration 49Q: 3 clusters Score -796845.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -796855.125000 Penalty: 4353.055664
	Iteration 50Q: 3 clusters Score -796855.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -796864.250000 Penalty: 4353.055664
	Iteration 51Q: 3 clusters Score -796864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -796873.687500 Penalty: 4353.055664
	Iteration 52Q: 3 clusters Score -796873.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -796880.062500 Penalty: 4353.055664
	Iteration 53Q: 3 clusters Score -796880.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -796883.000000 Penalty: 4353.055664
	Iteration 54Q: 3 clusters Score -796883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -796890.750000 Penalty: 4353.055664
	Iteration 55Q: 3 clusters Score -796890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -796895.437500 Penalty: 4353.055664
	Iteration 56Q: 3 clusters Score -796895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -796902.625000 Penalty: 4353.055664
	Iteration 57Q: 3 clusters Score -796902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -796906.312500 Penalty: 4353.055664
	Iteration 58Q: 3 clusters Score -796906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -796912.250000 Penalty: 4353.055664
	Iteration 59Q: 3 clusters Score -796912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -796915.125000 Penalty: 4353.055664
	Iteration 60F: 3 clusters Score -796915.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -796919.625000 Penalty: 4353.055664
	Iteration 61Q: 3 clusters Score -796919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -796923.187500 Penalty: 4353.055664
	Iteration 62Q: 3 clusters Score -796923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -796926.437500 Penalty: 4353.055664
	Iteration 63Q: 3 clusters Score -796926.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -796929.687500 Penalty: 4353.055664
	Iteration 64Q: 3 clusters Score -796929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -796932.437500 Penalty: 4353.055664
	Iteration 65Q: 3 clusters Score -796932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -796934.875000 Penalty: 4353.055664
	Iteration 66Q: 3 clusters Score -796934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -796936.625000 Penalty: 4353.055664
	Iteration 67Q: 3 clusters Score -796936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -796937.187500 Penalty: 4353.055664
	Iteration 68Q: 3 clusters Score -796937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -796937.187500 Penalty: 4353.055664
	Iteration 69F: 3 clusters Score -796937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -113168.359375 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -113168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111247.656250 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -111247.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111534.843750 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -111534.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111622.109375 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -111622.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111672.882812 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -111672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111728.210938 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -111728.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111773.429688 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -111773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111812.929688 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -111812.9 nChanged 14
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: -111834.500000 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -111834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111864.984375 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -111865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111891.789062 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -111891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111908.492188 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -111908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111925.031250 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -111925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111943.335938 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -111943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111961.593750 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -111961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111981.320312 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -111981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111996.750000 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -111996.8 nChanged 7
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: -112005.132812 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -112005.1 nChanged 6
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: -112018.617188 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -112018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112033.828125 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -112033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112049.031250 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -112049 nChanged 9
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: -112069.429688 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -112069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112081.421875 Penalty: 3415.719727
	Iteration 21Q: 3 clusters Score -112081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112090.609375 Penalty: 3415.719727
	Iteration 22Q: 3 clusters Score -112090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112095.890625 Penalty: 3415.719727
	Iteration 23Q: 3 clusters Score -112095.9 nChanged 3
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: -112099.445312 Penalty: 3415.719727
	Iteration 24Q: 3 clusters Score -112099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112100.718750 Penalty: 3415.719727
	Iteration 25Q: 3 clusters Score -112100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112101.726562 Penalty: 3415.719727
	Iteration 26Q: 3 clusters Score -112101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112105.437500 Penalty: 3415.719727
	Iteration 27Q: 3 clusters Score -112105.4 nChanged 5
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: -112113.867188 Penalty: 3415.719727
	Iteration 28Q: 3 clusters Score -112113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112120.453125 Penalty: 3415.719727
	Iteration 29Q: 3 clusters Score -112120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112123.945312 Penalty: 3415.719727
	Iteration 30Q: 3 clusters Score -112123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112125.789062 Penalty: 3415.719727
	Iteration 31Q: 3 clusters Score -112125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112127.906250 Penalty: 3415.719727
	Iteration 32Q: 3 clusters Score -112127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112127.906250 Penalty: 3415.719727
	Iteration 33F: 3 clusters Score -112127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Entering Unmasked Estep 
Score: -3708968.250000 Penalty: 2555.651123
	Iteration 0F: 2 clusters Score -3708968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3688440.750000 Penalty: 5111.302246
	Iteration 0F: 3 clusters Score -3688441 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3695930.500000 Penalty: 5111.302246
	Iteration 1F: 3 clusters Score -3695930 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3696549.250000 Penalty: 5111.302246
	Iteration 2F: 3 clusters Score -3696549 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3697215.750000 Penalty: 5111.302246
	Iteration 3F: 3 clusters Score -3697216 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3697997.500000 Penalty: 5111.302246
	Iteration 4F: 3 clusters Score -3697998 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3698853.250000 Penalty: 5111.302246
	Iteration 5F: 3 clusters Score -3698853 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3699633.000000 Penalty: 5111.302246
	Iteration 6F: 3 clusters Score -3699633 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3700426.250000 Penalty: 5111.302246
	Iteration 7Q: 3 clusters Score -3700426 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3701182.750000 Penalty: 5111.302246
	Iteration 8Q: 3 clusters Score -3701183 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3701923.250000 Penalty: 5111.302246
	Iteration 9Q: 3 clusters Score -3701923 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3702478.000000 Penalty: 5111.302246
	Iteration 10Q: 3 clusters Score -3702478 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3702897.250000 Penalty: 5111.302246
	Iteration 11Q: 3 clusters Score -3702897 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3703202.000000 Penalty: 5111.302246
	Iteration 12Q: 3 clusters Score -3703202 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3703460.000000 Penalty: 5111.302246
	Iteration 13Q: 3 clusters Score -3703460 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3703628.250000 Penalty: 5111.302246
	Iteration 14Q: 3 clusters Score -3703628 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3703741.750000 Penalty: 5111.302246
	Iteration 15Q: 3 clusters Score -3703742 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3703843.250000 Penalty: 5111.302246
	Iteration 16Q: 3 clusters Score -3703843 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3703934.500000 Penalty: 5111.302246
	Iteration 17Q: 3 clusters Score -3703934 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3704023.000000 Penalty: 5111.302246
	Iteration 18Q: 3 clusters Score -3704023 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3704126.750000 Penalty: 5111.302246
	Iteration 19Q: 3 clusters Score -3704127 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3704222.250000 Penalty: 5111.302246
	Iteration 20F: 3 clusters Score -3704222 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3704328.000000 Penalty: 5111.302246
	Iteration 21Q: 3 clusters Score -3704328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3704428.750000 Penalty: 5111.302246
	Iteration 22Q: 3 clusters Score -3704429 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3704535.750000 Penalty: 5111.302246
	Iteration 23Q: 3 clusters Score -3704536 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3704645.750000 Penalty: 5111.302246
	Iteration 24Q: 3 clusters Score -3704646 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3704750.000000 Penalty: 5111.302246
	Iteration 25Q: 3 clusters Score -3704750 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3704831.750000 Penalty: 5111.302246
	Iteration 26Q: 3 clusters Score -3704832 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3704893.750000 Penalty: 5111.302246
	Iteration 27Q: 3 clusters Score -3704894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3704995.750000 Penalty: 5111.302246
	Iteration 28Q: 3 clusters Score -3704996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3705082.750000 Penalty: 5111.302246
	Iteration 29Q: 3 clusters Score -3705083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3705140.250000 Penalty: 5111.302246
	Iteration 30Q: 3 clusters Score -3705140 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3705220.500000 Penalty: 5111.302246
	Iteration 31Q: 3 clusters Score -3705220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3705290.250000 Penalty: 5111.302246
	Iteration 32Q: 3 clusters Score -3705290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3705372.500000 Penalty: 5111.302246
	Iteration 33Q: 3 clusters Score -3705372 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3705437.000000 Penalty: 5111.302246
	Iteration 34Q: 3 clusters Score -3705437 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3705508.000000 Penalty: 5111.302246
	Iteration 35Q: 3 clusters Score -3705508 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3705560.500000 Penalty: 5111.302246
	Iteration 36Q: 3 clusters Score -3705560 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3705611.750000 Penalty: 5111.302246
	Iteration 37Q: 3 clusters Score -3705612 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3705685.250000 Penalty: 5111.302246
	Iteration 38Q: 3 clusters Score -3705685 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3705737.250000 Penalty: 5111.302246
	Iteration 39Q: 3 clusters Score -3705737 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3705812.500000 Penalty: 5111.302246
	Iteration 40F: 3 clusters Score -3705812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3705885.250000 Penalty: 5111.302246
	Iteration 41Q: 3 clusters Score -3705885 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3705944.250000 Penalty: 5111.302246
	Iteration 42Q: 3 clusters Score -3705944 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3705999.250000 Penalty: 5111.302246
	Iteration 43Q: 3 clusters Score -3705999 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3706059.000000 Penalty: 5111.302246
	Iteration 44Q: 3 clusters Score -3706059 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3706104.250000 Penalty: 5111.302246
	Iteration 45Q: 3 clusters Score -3706104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3706156.750000 Penalty: 5111.302246
	Iteration 46Q: 3 clusters Score -3706157 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3706219.250000 Penalty: 5111.302246
	Iteration 47Q: 3 clusters Score -3706219 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3706258.750000 Penalty: 5111.302246
	Iteration 48Q: 3 clusters Score -3706259 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3706316.750000 Penalty: 5111.302246
	Iteration 49Q: 3 clusters Score -3706317 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3706380.250000 Penalty: 5111.302246
	Iteration 50Q: 3 clusters Score -3706380 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3706433.500000 Penalty: 5111.302246
	Iteration 51Q: 3 clusters Score -3706434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3706482.750000 Penalty: 5111.302246
	Iteration 52Q: 3 clusters Score -3706483 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3706526.000000 Penalty: 5111.302246
	Iteration 53Q: 3 clusters Score -3706526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3706566.000000 Penalty: 5111.302246
	Iteration 54Q: 3 clusters Score -3706566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3706595.000000 Penalty: 5111.302246
	Iteration 55Q: 3 clusters Score -3706595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3706636.000000 Penalty: 5111.302246
	Iteration 56Q: 3 clusters Score -3706636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3706667.500000 Penalty: 5111.302246
	Iteration 57Q: 3 clusters Score -3706668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3706684.000000 Penalty: 5111.302246
	Iteration 58Q: 3 clusters Score -3706684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3706693.000000 Penalty: 5111.302246
	Iteration 59Q: 3 clusters Score -3706693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3706706.250000 Penalty: 5111.302246
	Iteration 60F: 3 clusters Score -3706706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3706734.500000 Penalty: 5111.302246
	Iteration 61Q: 3 clusters Score -3706734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3706753.000000 Penalty: 5111.302246
	Iteration 62Q: 3 clusters Score -3706753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3706781.250000 Penalty: 5111.302246
	Iteration 63Q: 3 clusters Score -3706781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3706789.250000 Penalty: 5111.302246
	Iteration 64Q: 3 clusters Score -3706789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3706800.500000 Penalty: 5111.302246
	Iteration 65Q: 3 clusters Score -3706800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3706816.000000 Penalty: 5111.302246
	Iteration 66Q: 3 clusters Score -3706816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3706822.250000 Penalty: 5111.302246
	Iteration 67Q: 3 clusters Score -3706822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3706836.250000 Penalty: 5111.302246
	Iteration 68Q: 3 clusters Score -3706836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3706849.750000 Penalty: 5111.302246
	Iteration 69Q: 3 clusters Score -3706850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3706858.750000 Penalty: 5111.302246
	Iteration 70Q: 3 clusters Score -3706859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3706870.750000 Penalty: 5111.302246
	Iteration 71Q: 3 clusters Score -3706871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3706885.500000 Penalty: 5111.302246
	Iteration 72Q: 3 clusters Score -3706886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3706894.500000 Penalty: 5111.302246
	Iteration 73Q: 3 clusters Score -3706894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3706902.750000 Penalty: 5111.302246
	Iteration 74Q: 3 clusters Score -3706903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3706913.250000 Penalty: 5111.302246
	Iteration 75Q: 3 clusters Score -3706913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3706920.500000 Penalty: 5111.302246
	Iteration 76Q: 3 clusters Score -3706920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3706933.500000 Penalty: 5111.302246
	Iteration 77Q: 3 clusters Score -3706934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3706926.250000 Penalty: 5111.302246
	Iteration 78Q: 3 clusters Score -3706926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3706927.250000 Penalty: 5111.302246
	Iteration 79Q: 3 clusters Score -3706927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3706931.250000 Penalty: 5111.302246
	Iteration 80F: 3 clusters Score -3706931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3706930.750000 Penalty: 5111.302246
	Iteration 81Q: 3 clusters Score -3706931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3706928.250000 Penalty: 5111.302246
	Iteration 82Q: 3 clusters Score -3706928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3706937.250000 Penalty: 5111.302246
	Iteration 83Q: 3 clusters Score -3706937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3706936.500000 Penalty: 5111.302246
	Iteration 84Q: 3 clusters Score -3706936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3706939.750000 Penalty: 5111.302246
	Iteration 85Q: 3 clusters Score -3706940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3706937.000000 Penalty: 5111.302246
	Iteration 86Q: 3 clusters Score -3706937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3706935.250000 Penalty: 5111.302246
	Iteration 87Q: 3 clusters Score -3706935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3706936.500000 Penalty: 5111.302246
	Iteration 88Q: 3 clusters Score -3706936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3706935.500000 Penalty: 5111.302246
	Iteration 89Q: 3 clusters Score -3706936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3706935.000000 Penalty: 5111.302246
	Iteration 90Q: 3 clusters Score -3706935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3706935.750000 Penalty: 5111.302246
	Iteration 91Q: 3 clusters Score -3706936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3706940.500000 Penalty: 5111.302246
	Iteration 92Q: 3 clusters Score -3706940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3706943.500000 Penalty: 5111.302246
	Iteration 93Q: 3 clusters Score -3706944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3706942.000000 Penalty: 5111.302246
	Iteration 94Q: 3 clusters Score -3706942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3706942.500000 Penalty: 5111.302246
	Iteration 95Q: 3 clusters Score -3706942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3706945.250000 Penalty: 5111.302246
	Iteration 96Q: 3 clusters Score -3706945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3706945.250000 Penalty: 5111.302246
	Iteration 97F: 3 clusters Score -3706945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -268105.843750 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -268105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -265398.562500 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -265398.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265879.781250 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -265879.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -265993.250000 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -265993.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -266049.437500 Penalty: 3801.283203
	Iteration 3Q: 3 clusters Score -266049.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -266100.625000 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -266100.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -266129.781250 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -266129.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -266146.375000 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -266146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -266155.906250 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -266155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -266160.437500 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -266160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -266161.968750 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -266162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -266165.968750 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -266166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -266170.375000 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -266170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -266177.125000 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -266177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -266183.343750 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -266183.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -266187.406250 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -266187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -266188.000000 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -266188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -266188.468750 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -266188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -266190.812500 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -266190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -266192.593750 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -266192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266195.375000 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -266195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -266196.500000 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -266196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -266198.593750 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -266198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -266200.687500 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -266200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -266204.218750 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -266204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -266208.125000 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -266208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -266210.468750 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -266210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -266214.312500 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -266214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -266216.562500 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -266216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -266217.218750 Penalty: 3801.283203
	Iteration 28Q: 3 clusters Score -266217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -266218.406250 Penalty: 3801.283203
	Iteration 29Q: 3 clusters Score -266218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -266218.406250 Penalty: 3801.283203
	Iteration 30F: 3 clusters Score -266218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33237.746094 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33237.75 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 178 members 
Entering Unmasked Estep 
Score: -31951.015625 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31951.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32086.126953 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32086.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32145.583984 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -32145.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32214.345703 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32214.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32225.439453 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32225.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32227.978516 Penalty: 2908.361084
	Iteration 5Q: 3 clusters Score -32227.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32232.208984 Penalty: 2908.361084
	Iteration 6Q: 3 clusters Score -32232.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32235.933594 Penalty: 2908.361084
	Iteration 7Q: 3 clusters Score -32235.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32240.542969 Penalty: 2908.361084
	Iteration 8Q: 3 clusters Score -32240.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32240.542969 Penalty: 2908.361084
	Iteration 9F: 3 clusters Score -32240.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -38945.656250 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -38945.66 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 191 members 
Entering Unmasked Estep 
Score: -37596.128906 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -37596.13 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37726.566406 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -37726.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37776.937500 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -37776.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37790.855469 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -37790.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37797.781250 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -37797.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37801.535156 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -37801.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37806.062500 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -37806.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37806.062500 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -37806.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -521845.656250 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -521845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -517792.437500 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -517792.4 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -518705.875000 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -518705.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -518931.437500 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -518931.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -519079.687500 Penalty: 4142.398926
	Iteration 3F: 3 clusters Score -519079.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -519167.250000 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -519167.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -519221.625000 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -519221.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -519259.718750 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -519259.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -519292.093750 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -519292.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -519322.031250 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -519322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -519345.906250 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -519345.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -519368.687500 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -519368.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -519397.125000 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -519397.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -519424.687500 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -519424.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -519445.968750 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -519446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -519461.625000 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -519461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -519481.281250 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -519481.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -519497.281250 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -519497.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -519517.250000 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -519517.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -519535.250000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -519535.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -519550.843750 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -519550.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -519562.156250 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -519562.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -519568.625000 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -519568.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -519580.750000 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -519580.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -519595.718750 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -519595.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -519607.218750 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -519607.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -519621.000000 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -519621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -519630.750000 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -519630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -519641.250000 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -519641.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -519649.750000 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -519649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -519661.093750 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -519661.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -519673.687500 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -519673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -519685.218750 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -519685.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -519697.218750 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -519697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -519704.281250 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -519704.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -519714.406250 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -519714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -519723.312500 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -519723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -519732.031250 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -519732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -519745.656250 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -519745.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -519756.687500 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -519756.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -519764.968750 Penalty: 4142.398926
	Iteration 39Q: 3 clusters Score -519765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -519773.625000 Penalty: 4142.398926
	Iteration 40F: 3 clusters Score -519773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -519783.093750 Penalty: 4142.398926
	Iteration 41Q: 3 clusters Score -519783.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -519794.750000 Penalty: 4142.398926
	Iteration 42Q: 3 clusters Score -519794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -519800.562500 Penalty: 4142.398926
	Iteration 43Q: 3 clusters Score -519800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -519810.000000 Penalty: 4142.398926
	Iteration 44Q: 3 clusters Score -519810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -519819.687500 Penalty: 4142.398926
	Iteration 45Q: 3 clusters Score -519819.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -519828.406250 Penalty: 4142.398926
	Iteration 46Q: 3 clusters Score -519828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -519838.281250 Penalty: 4142.398926
	Iteration 47Q: 3 clusters Score -519838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -519846.000000 Penalty: 4142.398926
	Iteration 48Q: 3 clusters Score -519846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -519856.187500 Penalty: 4142.398926
	Iteration 49Q: 3 clusters Score -519856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -519866.593750 Penalty: 4142.398926
	Iteration 50Q: 3 clusters Score -519866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -519877.531250 Penalty: 4142.398926
	Iteration 51Q: 3 clusters Score -519877.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -519888.562500 Penalty: 4142.398926
	Iteration 52Q: 3 clusters Score -519888.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -519897.906250 Penalty: 4142.398926
	Iteration 53Q: 3 clusters Score -519897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -519903.593750 Penalty: 4142.398926
	Iteration 54Q: 3 clusters Score -519903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -519906.281250 Penalty: 4142.398926
	Iteration 55Q: 3 clusters Score -519906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -519907.250000 Penalty: 4142.398926
	Iteration 56Q: 3 clusters Score -519907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -519908.281250 Penalty: 4142.398926
	Iteration 57Q: 3 clusters Score -519908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -519909.625000 Penalty: 4142.398926
	Iteration 58Q: 3 clusters Score -519909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -519909.937500 Penalty: 4142.398926
	Iteration 59Q: 3 clusters Score -519909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -519910.281250 Penalty: 4142.398926
	Iteration 60F: 3 clusters Score -519910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -519913.062500 Penalty: 4142.398926
	Iteration 61Q: 3 clusters Score -519913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -519914.406250 Penalty: 4142.398926
	Iteration 62Q: 3 clusters Score -519914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519914.906250 Penalty: 4142.398926
	Iteration 63Q: 3 clusters Score -519914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519914.906250 Penalty: 4142.398926
	Iteration 64F: 3 clusters Score -519914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Entering Unmasked Estep 
Score: -2819718.500000 Penalty: 2484.944336
	Iteration 0F: 2 clusters Score -2819718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2804082.750000 Penalty: 4969.888672
	Iteration 0F: 3 clusters Score -2804083 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2809485.750000 Penalty: 4969.888672
	Iteration 1F: 3 clusters Score -2809486 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2810103.500000 Penalty: 4969.888672
	Iteration 2F: 3 clusters Score -2810104 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2810886.500000 Penalty: 4969.888672
	Iteration 3F: 3 clusters Score -2810886 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2811776.250000 Penalty: 4969.888672
	Iteration 4F: 3 clusters Score -2811776 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2812843.250000 Penalty: 4969.888672
	Iteration 5F: 3 clusters Score -2812843 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2813944.250000 Penalty: 4969.888672
	Iteration 6F: 3 clusters Score -2813944 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2814878.250000 Penalty: 4969.888672
	Iteration 7F: 3 clusters Score -2814878 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2815509.750000 Penalty: 4969.888672
	Iteration 8Q: 3 clusters Score -2815510 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2815854.000000 Penalty: 4969.888672
	Iteration 9Q: 3 clusters Score -2815854 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2816047.500000 Penalty: 4969.888672
	Iteration 10Q: 3 clusters Score -2816048 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2816148.000000 Penalty: 4969.888672
	Iteration 11Q: 3 clusters Score -2816148 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2816227.250000 Penalty: 4969.888672
	Iteration 12Q: 3 clusters Score -2816227 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2816259.500000 Penalty: 4969.888672
	Iteration 13Q: 3 clusters Score -2816260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2816288.750000 Penalty: 4969.888672
	Iteration 14Q: 3 clusters Score -2816289 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2816321.250000 Penalty: 4969.888672
	Iteration 15Q: 3 clusters Score -2816321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2816335.000000 Penalty: 4969.888672
	Iteration 16Q: 3 clusters Score -2816335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2816347.000000 Penalty: 4969.888672
	Iteration 17Q: 3 clusters Score -2816347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2816368.750000 Penalty: 4969.888672
	Iteration 18Q: 3 clusters Score -2816369 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2816394.750000 Penalty: 4969.888672
	Iteration 19Q: 3 clusters Score -2816395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2816412.250000 Penalty: 4969.888672
	Iteration 20F: 3 clusters Score -2816412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2816428.750000 Penalty: 4969.888672
	Iteration 21Q: 3 clusters Score -2816429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2816437.750000 Penalty: 4969.888672
	Iteration 22Q: 3 clusters Score -2816438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2816453.500000 Penalty: 4969.888672
	Iteration 23Q: 3 clusters Score -2816454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2816459.000000 Penalty: 4969.888672
	Iteration 24Q: 3 clusters Score -2816459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2816465.750000 Penalty: 4969.888672
	Iteration 25Q: 3 clusters Score -2816466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2816484.750000 Penalty: 4969.888672
	Iteration 26Q: 3 clusters Score -2816485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2816507.250000 Penalty: 4969.888672
	Iteration 27Q: 3 clusters Score -2816507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2816512.750000 Penalty: 4969.888672
	Iteration 28Q: 3 clusters Score -2816513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2816525.750000 Penalty: 4969.888672
	Iteration 29Q: 3 clusters Score -2816526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2816526.500000 Penalty: 4969.888672
	Iteration 30Q: 3 clusters Score -2816526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2816539.750000 Penalty: 4969.888672
	Iteration 31Q: 3 clusters Score -2816540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2816562.750000 Penalty: 4969.888672
	Iteration 32Q: 3 clusters Score -2816563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2816567.750000 Penalty: 4969.888672
	Iteration 33Q: 3 clusters Score -2816568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2816580.500000 Penalty: 4969.888672
	Iteration 34Q: 3 clusters Score -2816580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2816577.500000 Penalty: 4969.888672
	Iteration 35Q: 3 clusters Score -2816578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2816591.000000 Penalty: 4969.888672
	Iteration 36Q: 3 clusters Score -2816591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2816596.750000 Penalty: 4969.888672
	Iteration 37Q: 3 clusters Score -2816597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2816603.250000 Penalty: 4969.888672
	Iteration 38Q: 3 clusters Score -2816603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2816613.750000 Penalty: 4969.888672
	Iteration 39Q: 3 clusters Score -2816614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2816619.500000 Penalty: 4969.888672
	Iteration 40F: 3 clusters Score -2816620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2816622.250000 Penalty: 4969.888672
	Iteration 41Q: 3 clusters Score -2816622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2816628.750000 Penalty: 4969.888672
	Iteration 42Q: 3 clusters Score -2816629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2816626.750000 Penalty: 4969.888672
	Iteration 43Q: 3 clusters Score -2816627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2816646.250000 Penalty: 4969.888672
	Iteration 44Q: 3 clusters Score -2816646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2816650.500000 Penalty: 4969.888672
	Iteration 45Q: 3 clusters Score -2816650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2816664.500000 Penalty: 4969.888672
	Iteration 46Q: 3 clusters Score -2816664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2816669.250000 Penalty: 4969.888672
	Iteration 47Q: 3 clusters Score -2816669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2816659.750000 Penalty: 4969.888672
	Iteration 48Q: 3 clusters Score -2816660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2816655.750000 Penalty: 4969.888672
	Iteration 49Q: 3 clusters Score -2816656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2816666.000000 Penalty: 4969.888672
	Iteration 50Q: 3 clusters Score -2816666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2816681.000000 Penalty: 4969.888672
	Iteration 51Q: 3 clusters Score -2816681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2816689.500000 Penalty: 4969.888672
	Iteration 52Q: 3 clusters Score -2816690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2816701.750000 Penalty: 4969.888672
	Iteration 53Q: 3 clusters Score -2816702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2816713.250000 Penalty: 4969.888672
	Iteration 54Q: 3 clusters Score -2816713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2816719.750000 Penalty: 4969.888672
	Iteration 55Q: 3 clusters Score -2816720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2816729.000000 Penalty: 4969.888672
	Iteration 56Q: 3 clusters Score -2816729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2816737.750000 Penalty: 4969.888672
	Iteration 57Q: 3 clusters Score -2816738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2816766.000000 Penalty: 4969.888672
	Iteration 58Q: 3 clusters Score -2816766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2816775.500000 Penalty: 4969.888672
	Iteration 59Q: 3 clusters Score -2816776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2816789.750000 Penalty: 4969.888672
	Iteration 60F: 3 clusters Score -2816790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2816818.250000 Penalty: 4969.888672
	Iteration 61Q: 3 clusters Score -2816818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2816829.750000 Penalty: 4969.888672
	Iteration 62Q: 3 clusters Score -2816830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2816848.000000 Penalty: 4969.888672
	Iteration 63Q: 3 clusters Score -2816848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2816877.250000 Penalty: 4969.888672
	Iteration 64Q: 3 clusters Score -2816877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2816902.000000 Penalty: 4969.888672
	Iteration 65Q: 3 clusters Score -2816902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2816922.000000 Penalty: 4969.888672
	Iteration 66Q: 3 clusters Score -2816922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2816947.000000 Penalty: 4969.888672
	Iteration 67Q: 3 clusters Score -2816947 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2816982.000000 Penalty: 4969.888672
	Iteration 68Q: 3 clusters Score -2816982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2817003.500000 Penalty: 4969.888672
	Iteration 69Q: 3 clusters Score -2817004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2817026.000000 Penalty: 4969.888672
	Iteration 70Q: 3 clusters Score -2817026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2817060.750000 Penalty: 4969.888672
	Iteration 71Q: 3 clusters Score -2817061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2817077.500000 Penalty: 4969.888672
	Iteration 72Q: 3 clusters Score -2817078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2817112.000000 Penalty: 4969.888672
	Iteration 73Q: 3 clusters Score -2817112 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2817139.000000 Penalty: 4969.888672
	Iteration 74Q: 3 clusters Score -2817139 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2817175.250000 Penalty: 4969.888672
	Iteration 75Q: 3 clusters Score -2817175 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2817212.500000 Penalty: 4969.888672
	Iteration 76Q: 3 clusters Score -2817212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2817235.000000 Penalty: 4969.888672
	Iteration 77Q: 3 clusters Score -2817235 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2817254.000000 Penalty: 4969.888672
	Iteration 78Q: 3 clusters Score -2817254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2817268.000000 Penalty: 4969.888672
	Iteration 79Q: 3 clusters Score -2817268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2817286.500000 Penalty: 4969.888672
	Iteration 80F: 3 clusters Score -2817286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2817300.000000 Penalty: 4969.888672
	Iteration 81Q: 3 clusters Score -2817300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2817300.500000 Penalty: 4969.888672
	Iteration 82Q: 3 clusters Score -2817300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2817323.750000 Penalty: 4969.888672
	Iteration 83Q: 3 clusters Score -2817324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2817353.500000 Penalty: 4969.888672
	Iteration 84Q: 3 clusters Score -2817354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2817373.500000 Penalty: 4969.888672
	Iteration 85Q: 3 clusters Score -2817374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2817402.000000 Penalty: 4969.888672
	Iteration 86Q: 3 clusters Score -2817402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2817432.750000 Penalty: 4969.888672
	Iteration 87Q: 3 clusters Score -2817433 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2817456.250000 Penalty: 4969.888672
	Iteration 88Q: 3 clusters Score -2817456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2817480.250000 Penalty: 4969.888672
	Iteration 89Q: 3 clusters Score -2817480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2817503.250000 Penalty: 4969.888672
	Iteration 90Q: 3 clusters Score -2817503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2817543.250000 Penalty: 4969.888672
	Iteration 91Q: 3 clusters Score -2817543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2817561.250000 Penalty: 4969.888672
	Iteration 92Q: 3 clusters Score -2817561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2817592.500000 Penalty: 4969.888672
	Iteration 93Q: 3 clusters Score -2817592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2817618.000000 Penalty: 4969.888672
	Iteration 94Q: 3 clusters Score -2817618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2817643.500000 Penalty: 4969.888672
	Iteration 95Q: 3 clusters Score -2817644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2817681.500000 Penalty: 4969.888672
	Iteration 96Q: 3 clusters Score -2817682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2817697.750000 Penalty: 4969.888672
	Iteration 97Q: 3 clusters Score -2817698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2817701.750000 Penalty: 4969.888672
	Iteration 98Q: 3 clusters Score -2817702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2817711.750000 Penalty: 4969.888672
	Iteration 99Q: 3 clusters Score -2817712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2817724.250000 Penalty: 4969.888672
	Iteration 100F: 3 clusters Score -2817724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2817742.000000 Penalty: 4969.888672
	Iteration 101Q: 3 clusters Score -2817742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2817744.500000 Penalty: 4969.888672
	Iteration 102Q: 3 clusters Score -2817744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2817755.500000 Penalty: 4969.888672
	Iteration 103Q: 3 clusters Score -2817756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2817763.750000 Penalty: 4969.888672
	Iteration 104Q: 3 clusters Score -2817764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2817773.750000 Penalty: 4969.888672
	Iteration 105Q: 3 clusters Score -2817774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2817778.000000 Penalty: 4969.888672
	Iteration 106Q: 3 clusters Score -2817778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2817784.000000 Penalty: 4969.888672
	Iteration 107Q: 3 clusters Score -2817784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2817784.250000 Penalty: 4969.888672
	Iteration 108Q: 3 clusters Score -2817784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2817795.000000 Penalty: 4969.888672
	Iteration 109Q: 3 clusters Score -2817795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2817801.750000 Penalty: 4969.888672
	Iteration 110Q: 3 clusters Score -2817802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2817804.250000 Penalty: 4969.888672
	Iteration 111Q: 3 clusters Score -2817804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2817815.000000 Penalty: 4969.888672
	Iteration 112Q: 3 clusters Score -2817815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2817813.500000 Penalty: 4969.888672
	Iteration 113Q: 3 clusters Score -2817814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2817817.500000 Penalty: 4969.888672
	Iteration 114Q: 3 clusters Score -2817818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2817821.250000 Penalty: 4969.888672
	Iteration 115Q: 3 clusters Score -2817821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2817825.000000 Penalty: 4969.888672
	Iteration 116Q: 3 clusters Score -2817825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2817829.250000 Penalty: 4969.888672
	Iteration 117Q: 3 clusters Score -2817829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2817831.500000 Penalty: 4969.888672
	Iteration 118Q: 3 clusters Score -2817832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2817838.500000 Penalty: 4969.888672
	Iteration 119Q: 3 clusters Score -2817838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2817845.000000 Penalty: 4969.888672
	Iteration 120F: 3 clusters Score -2817845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2817849.750000 Penalty: 4969.888672
	Iteration 121Q: 3 clusters Score -2817850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2817853.500000 Penalty: 4969.888672
	Iteration 122Q: 3 clusters Score -2817854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2817859.500000 Penalty: 4969.888672
	Iteration 123Q: 3 clusters Score -2817860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2817863.750000 Penalty: 4969.888672
	Iteration 124Q: 3 clusters Score -2817864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2817867.250000 Penalty: 4969.888672
	Iteration 125Q: 3 clusters Score -2817867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2817876.750000 Penalty: 4969.888672
	Iteration 126Q: 3 clusters Score -2817877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2817881.750000 Penalty: 4969.888672
	Iteration 127Q: 3 clusters Score -2817882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2817881.500000 Penalty: 4969.888672
	Iteration 128Q: 3 clusters Score -2817882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2817885.750000 Penalty: 4969.888672
	Iteration 129Q: 3 clusters Score -2817886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2817892.000000 Penalty: 4969.888672
	Iteration 130Q: 3 clusters Score -2817892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2817896.250000 Penalty: 4969.888672
	Iteration 131Q: 3 clusters Score -2817896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2817900.750000 Penalty: 4969.888672
	Iteration 132Q: 3 clusters Score -2817901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2817899.000000 Penalty: 4969.888672
	Iteration 133Q: 3 clusters Score -2817899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2817905.000000 Penalty: 4969.888672
	Iteration 134Q: 3 clusters Score -2817905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2817908.250000 Penalty: 4969.888672
	Iteration 135Q: 3 clusters Score -2817908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2817919.250000 Penalty: 4969.888672
	Iteration 136Q: 3 clusters Score -2817919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2817920.250000 Penalty: 4969.888672
	Iteration 137Q: 3 clusters Score -2817920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2817919.250000 Penalty: 4969.888672
	Iteration 138Q: 3 clusters Score -2817919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2817920.250000 Penalty: 4969.888672
	Iteration 139Q: 3 clusters Score -2817920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2817922.500000 Penalty: 4969.888672
	Iteration 140F: 3 clusters Score -2817922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2817925.250000 Penalty: 4969.888672
	Iteration 141Q: 3 clusters Score -2817925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2817930.000000 Penalty: 4969.888672
	Iteration 142Q: 3 clusters Score -2817930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2817930.000000 Penalty: 4969.888672
	Iteration 143F: 3 clusters Score -2817930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -287770.375000 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -287770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -284937.187500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -284937.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -285400.562500 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -285400.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -285510.187500 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -285510.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -285592.156250 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -285592.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -285633.562500 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -285633.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -285651.500000 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -285651.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285662.000000 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -285662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -285670.906250 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -285670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285683.218750 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -285683.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -285692.250000 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -285692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285702.656250 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -285702.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285711.437500 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -285711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -285718.687500 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -285718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -285725.156250 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -285725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285729.875000 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -285729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285735.093750 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -285735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285738.875000 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -285738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285745.093750 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -285745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285752.343750 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -285752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285756.375000 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -285756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285759.343750 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -285759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285760.718750 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -285760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285763.906250 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -285763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285767.625000 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -285767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285768.656250 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -285768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285768.687500 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -285768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285768.687500 Penalty: 3841.306641
	Iteration 26F: 3 clusters Score -285768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -611778.687500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -611778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -607187.500000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -607187.5 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -608360.500000 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -608360.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -608705.625000 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -608705.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -608935.000000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -608935 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -609125.625000 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -609125.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -609290.125000 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -609290.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -609418.562500 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -609418.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -609513.437500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -609513.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -609590.125000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -609590.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -609648.187500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -609648.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -609688.187500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -609688.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -609719.500000 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -609719.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -609749.750000 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -609749.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -609774.937500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -609774.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -609791.562500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -609791.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -609806.437500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -609806.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -609815.750000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -609815.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -609824.250000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -609824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -609831.687500 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -609831.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -609836.250000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -609836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -609838.250000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -609838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -609842.062500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -609842.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -609846.875000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -609846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -609850.062500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -609850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -609851.875000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -609851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -609853.250000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -609853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -609855.625000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -609855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -609856.625000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -609856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -609857.625000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -609857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -609858.062500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -609858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -609857.937500 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -609857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -609857.812500 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -609857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -609858.562500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -609858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -609858.562500 Penalty: 4235.709473
	Iteration 33F: 3 clusters Score -609858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Entering Unmasked Estep 
Score: -3205470.250000 Penalty: 2533.984131
	Iteration 0F: 2 clusters Score -3205470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3186592.750000 Penalty: 5067.968262
	Iteration 0F: 3 clusters Score -3186593 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3193397.500000 Penalty: 5067.968262
	Iteration 1F: 3 clusters Score -3193398 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3194123.750000 Penalty: 5067.968262
	Iteration 2F: 3 clusters Score -3194124 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3194914.000000 Penalty: 5067.968262
	Iteration 3F: 3 clusters Score -3194914 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3195882.750000 Penalty: 5067.968262
	Iteration 4F: 3 clusters Score -3195883 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3196887.500000 Penalty: 5067.968262
	Iteration 5F: 3 clusters Score -3196888 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3197905.500000 Penalty: 5067.968262
	Iteration 6F: 3 clusters Score -3197906 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3198920.250000 Penalty: 5067.968262
	Iteration 7F: 3 clusters Score -3198920 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3199900.500000 Penalty: 5067.968262
	Iteration 8F: 3 clusters Score -3199900 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3200725.250000 Penalty: 5067.968262
	Iteration 9Q: 3 clusters Score -3200725 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3201267.000000 Penalty: 5067.968262
	Iteration 10Q: 3 clusters Score -3201267 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3201594.000000 Penalty: 5067.968262
	Iteration 11Q: 3 clusters Score -3201594 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3201743.500000 Penalty: 5067.968262
	Iteration 12Q: 3 clusters Score -3201744 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3201846.500000 Penalty: 5067.968262
	Iteration 13Q: 3 clusters Score -3201846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3201920.250000 Penalty: 5067.968262
	Iteration 14Q: 3 clusters Score -3201920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3201966.000000 Penalty: 5067.968262
	Iteration 15Q: 3 clusters Score -3201966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3201993.250000 Penalty: 5067.968262
	Iteration 16Q: 3 clusters Score -3201993 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3202022.250000 Penalty: 5067.968262
	Iteration 17Q: 3 clusters Score -3202022 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3202062.250000 Penalty: 5067.968262
	Iteration 18Q: 3 clusters Score -3202062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3202077.500000 Penalty: 5067.968262
	Iteration 19Q: 3 clusters Score -3202078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3202096.500000 Penalty: 5067.968262
	Iteration 20F: 3 clusters Score -3202096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3202120.000000 Penalty: 5067.968262
	Iteration 21Q: 3 clusters Score -3202120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3202139.250000 Penalty: 5067.968262
	Iteration 22Q: 3 clusters Score -3202139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3202164.000000 Penalty: 5067.968262
	Iteration 23Q: 3 clusters Score -3202164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3202170.500000 Penalty: 5067.968262
	Iteration 24Q: 3 clusters Score -3202170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3202195.000000 Penalty: 5067.968262
	Iteration 25Q: 3 clusters Score -3202195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3202199.500000 Penalty: 5067.968262
	Iteration 26Q: 3 clusters Score -3202200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3202202.000000 Penalty: 5067.968262
	Iteration 27Q: 3 clusters Score -3202202 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3202205.250000 Penalty: 5067.968262
	Iteration 28Q: 3 clusters Score -3202205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3202212.250000 Penalty: 5067.968262
	Iteration 29Q: 3 clusters Score -3202212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3202217.000000 Penalty: 5067.968262
	Iteration 30Q: 3 clusters Score -3202217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3202226.750000 Penalty: 5067.968262
	Iteration 31Q: 3 clusters Score -3202227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3202228.500000 Penalty: 5067.968262
	Iteration 32Q: 3 clusters Score -3202228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3202227.750000 Penalty: 5067.968262
	Iteration 33Q: 3 clusters Score -3202228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3202229.750000 Penalty: 5067.968262
	Iteration 34Q: 3 clusters Score -3202230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3202235.750000 Penalty: 5067.968262
	Iteration 35Q: 3 clusters Score -3202236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3202229.000000 Penalty: 5067.968262
	Iteration 36Q: 3 clusters Score -3202229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3202222.750000 Penalty: 5067.968262
	Iteration 37Q: 3 clusters Score -3202223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3202225.750000 Penalty: 5067.968262
	Iteration 38Q: 3 clusters Score -3202226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3202234.250000 Penalty: 5067.968262
	Iteration 39Q: 3 clusters Score -3202234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3202243.000000 Penalty: 5067.968262
	Iteration 40F: 3 clusters Score -3202243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3202242.250000 Penalty: 5067.968262
	Iteration 41Q: 3 clusters Score -3202242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3202240.750000 Penalty: 5067.968262
	Iteration 42Q: 3 clusters Score -3202241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3202242.000000 Penalty: 5067.968262
	Iteration 43Q: 3 clusters Score -3202242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3202242.750000 Penalty: 5067.968262
	Iteration 44Q: 3 clusters Score -3202243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3202245.250000 Penalty: 5067.968262
	Iteration 45Q: 3 clusters Score -3202245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3202249.250000 Penalty: 5067.968262
	Iteration 46Q: 3 clusters Score -3202249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3202264.750000 Penalty: 5067.968262
	Iteration 47Q: 3 clusters Score -3202265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3202263.750000 Penalty: 5067.968262
	Iteration 48Q: 3 clusters Score -3202264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3202259.750000 Penalty: 5067.968262
	Iteration 49Q: 3 clusters Score -3202260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3202262.000000 Penalty: 5067.968262
	Iteration 50Q: 3 clusters Score -3202262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3202258.250000 Penalty: 5067.968262
	Iteration 51Q: 3 clusters Score -3202258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3202260.750000 Penalty: 5067.968262
	Iteration 52Q: 3 clusters Score -3202261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3202255.500000 Penalty: 5067.968262
	Iteration 53Q: 3 clusters Score -3202256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3202249.250000 Penalty: 5067.968262
	Iteration 54Q: 3 clusters Score -3202249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3202267.500000 Penalty: 5067.968262
	Iteration 55Q: 3 clusters Score -3202268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3202270.500000 Penalty: 5067.968262
	Iteration 56Q: 3 clusters Score -3202270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3202274.000000 Penalty: 5067.968262
	Iteration 57Q: 3 clusters Score -3202274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3202271.750000 Penalty: 5067.968262
	Iteration 58Q: 3 clusters Score -3202272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3202285.500000 Penalty: 5067.968262
	Iteration 59Q: 3 clusters Score -3202286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3202286.750000 Penalty: 5067.968262
	Iteration 60F: 3 clusters Score -3202287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3202288.750000 Penalty: 5067.968262
	Iteration 61Q: 3 clusters Score -3202289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3202289.000000 Penalty: 5067.968262
	Iteration 62Q: 3 clusters Score -3202289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3202289.750000 Penalty: 5067.968262
	Iteration 63Q: 3 clusters Score -3202290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3202299.000000 Penalty: 5067.968262
	Iteration 64Q: 3 clusters Score -3202299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3202294.250000 Penalty: 5067.968262
	Iteration 65Q: 3 clusters Score -3202294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3202306.250000 Penalty: 5067.968262
	Iteration 66Q: 3 clusters Score -3202306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3202297.750000 Penalty: 5067.968262
	Iteration 67Q: 3 clusters Score -3202298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3202297.750000 Penalty: 5067.968262
	Iteration 68Q: 3 clusters Score -3202298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3202300.000000 Penalty: 5067.968262
	Iteration 69Q: 3 clusters Score -3202300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3202302.000000 Penalty: 5067.968262
	Iteration 70Q: 3 clusters Score -3202302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3202304.250000 Penalty: 5067.968262
	Iteration 71Q: 3 clusters Score -3202304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3202303.500000 Penalty: 5067.968262
	Iteration 72Q: 3 clusters Score -3202304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3202300.750000 Penalty: 5067.968262
	Iteration 73Q: 3 clusters Score -3202301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3202305.000000 Penalty: 5067.968262
	Iteration 74Q: 3 clusters Score -3202305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3202300.750000 Penalty: 5067.968262
	Iteration 75Q: 3 clusters Score -3202301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3202303.250000 Penalty: 5067.968262
	Iteration 76Q: 3 clusters Score -3202303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3202305.750000 Penalty: 5067.968262
	Iteration 77Q: 3 clusters Score -3202306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3202303.500000 Penalty: 5067.968262
	Iteration 78Q: 3 clusters Score -3202304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3202304.500000 Penalty: 5067.968262
	Iteration 79Q: 3 clusters Score -3202304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3202306.500000 Penalty: 5067.968262
	Iteration 80F: 3 clusters Score -3202306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3202300.250000 Penalty: 5067.968262
	Iteration 81Q: 3 clusters Score -3202300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3202302.500000 Penalty: 5067.968262
	Iteration 82Q: 3 clusters Score -3202302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3202303.500000 Penalty: 5067.968262
	Iteration 83Q: 3 clusters Score -3202304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3202298.500000 Penalty: 5067.968262
	Iteration 84Q: 3 clusters Score -3202298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3202302.500000 Penalty: 5067.968262
	Iteration 85Q: 3 clusters Score -3202302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3202301.750000 Penalty: 5067.968262
	Iteration 86Q: 3 clusters Score -3202302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3202304.500000 Penalty: 5067.968262
	Iteration 87Q: 3 clusters Score -3202304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3202306.750000 Penalty: 5067.968262
	Iteration 88Q: 3 clusters Score -3202307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3202305.000000 Penalty: 5067.968262
	Iteration 89Q: 3 clusters Score -3202305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3202305.000000 Penalty: 5067.968262
	Iteration 90Q: 3 clusters Score -3202305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3202303.500000 Penalty: 5067.968262
	Iteration 91Q: 3 clusters Score -3202304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3202303.500000 Penalty: 5067.968262
	Iteration 92F: 3 clusters Score -3202304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -70724.531250 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -70724.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69143.085938 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -69143.09 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69502.976562 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -69502.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69752.687500 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -69752.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69987.695312 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -69987.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70179.054688 Penalty: 3226.126953
	Iteration 4F: 3 clusters Score -70179.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70238.242188 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -70238.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70280.570312 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -70280.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70313.382812 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -70313.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70335.625000 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -70335.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70335.625000 Penalty: 3226.126953
	Iteration 9F: 3 clusters Score -70335.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -989362.875000 Penalty: 2224.130615
	Iteration 0F: 2 clusters Score -989362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -983061.562500 Penalty: 4448.261230
	Iteration 0F: 3 clusters Score -983061.6 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -984752.812500 Penalty: 4448.261230
	Iteration 1F: 3 clusters Score -984752.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -985047.062500 Penalty: 4448.261230
	Iteration 2F: 3 clusters Score -985047.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -985264.875000 Penalty: 4448.261230
	Iteration 3F: 3 clusters Score -985264.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -985444.625000 Penalty: 4448.261230
	Iteration 4Q: 3 clusters Score -985444.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -985630.875000 Penalty: 4448.261230
	Iteration 5Q: 3 clusters Score -985630.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -985858.437500 Penalty: 4448.261230
	Iteration 6Q: 3 clusters Score -985858.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -986102.500000 Penalty: 4448.261230
	Iteration 7Q: 3 clusters Score -986102.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -986357.500000 Penalty: 4448.261230
	Iteration 8Q: 3 clusters Score -986357.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -986626.437500 Penalty: 4448.261230
	Iteration 9Q: 3 clusters Score -986626.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -986862.187500 Penalty: 4448.261230
	Iteration 10Q: 3 clusters Score -986862.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -987080.625000 Penalty: 4448.261230
	Iteration 11Q: 3 clusters Score -987080.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -987255.187500 Penalty: 4448.261230
	Iteration 12Q: 3 clusters Score -987255.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -987377.937500 Penalty: 4448.261230
	Iteration 13Q: 3 clusters Score -987377.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -987462.375000 Penalty: 4448.261230
	Iteration 14Q: 3 clusters Score -987462.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -987520.000000 Penalty: 4448.261230
	Iteration 15Q: 3 clusters Score -987520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -987555.812500 Penalty: 4448.261230
	Iteration 16Q: 3 clusters Score -987555.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -987580.187500 Penalty: 4448.261230
	Iteration 17Q: 3 clusters Score -987580.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -987599.812500 Penalty: 4448.261230
	Iteration 18Q: 3 clusters Score -987599.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -987621.375000 Penalty: 4448.261230
	Iteration 19Q: 3 clusters Score -987621.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -987643.937500 Penalty: 4448.261230
	Iteration 20F: 3 clusters Score -987643.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -987667.500000 Penalty: 4448.261230
	Iteration 21Q: 3 clusters Score -987667.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -987682.375000 Penalty: 4448.261230
	Iteration 22Q: 3 clusters Score -987682.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -987691.437500 Penalty: 4448.261230
	Iteration 23Q: 3 clusters Score -987691.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -987701.875000 Penalty: 4448.261230
	Iteration 24Q: 3 clusters Score -987701.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -987715.875000 Penalty: 4448.261230
	Iteration 25Q: 3 clusters Score -987715.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -987725.375000 Penalty: 4448.261230
	Iteration 26Q: 3 clusters Score -987725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -987733.937500 Penalty: 4448.261230
	Iteration 27Q: 3 clusters Score -987733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -987749.250000 Penalty: 4448.261230
	Iteration 28Q: 3 clusters Score -987749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -987757.812500 Penalty: 4448.261230
	Iteration 29Q: 3 clusters Score -987757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -987772.875000 Penalty: 4448.261230
	Iteration 30Q: 3 clusters Score -987772.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -987788.187500 Penalty: 4448.261230
	Iteration 31Q: 3 clusters Score -987788.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -987800.562500 Penalty: 4448.261230
	Iteration 32Q: 3 clusters Score -987800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -987814.937500 Penalty: 4448.261230
	Iteration 33Q: 3 clusters Score -987814.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -987823.875000 Penalty: 4448.261230
	Iteration 34Q: 3 clusters Score -987823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -987834.250000 Penalty: 4448.261230
	Iteration 35Q: 3 clusters Score -987834.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -987841.125000 Penalty: 4448.261230
	Iteration 36Q: 3 clusters Score -987841.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -987842.812500 Penalty: 4448.261230
	Iteration 37Q: 3 clusters Score -987842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -987844.125000 Penalty: 4448.261230
	Iteration 38Q: 3 clusters Score -987844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -987846.062500 Penalty: 4448.261230
	Iteration 39Q: 3 clusters Score -987846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -987847.750000 Penalty: 4448.261230
	Iteration 40F: 3 clusters Score -987847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -987851.875000 Penalty: 4448.261230
	Iteration 41Q: 3 clusters Score -987851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -987852.250000 Penalty: 4448.261230
	Iteration 42Q: 3 clusters Score -987852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -987854.500000 Penalty: 4448.261230
	Iteration 43Q: 3 clusters Score -987854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -987856.312500 Penalty: 4448.261230
	Iteration 44Q: 3 clusters Score -987856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -987855.625000 Penalty: 4448.261230
	Iteration 45Q: 3 clusters Score -987855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -987855.625000 Penalty: 4448.261230
	Iteration 46F: 3 clusters Score -987855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -495259.250000 Penalty: 2063.652344
	Iteration 0F: 2 clusters Score -495259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -491327.437500 Penalty: 4127.304688
	Iteration 0F: 3 clusters Score -491327.4 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -492168.718750 Penalty: 4127.304688
	Iteration 1F: 3 clusters Score -492168.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -492378.687500 Penalty: 4127.304688
	Iteration 2F: 3 clusters Score -492378.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492492.687500 Penalty: 4127.304688
	Iteration 3Q: 3 clusters Score -492492.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -492585.593750 Penalty: 4127.304688
	Iteration 4Q: 3 clusters Score -492585.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -492642.750000 Penalty: 4127.304688
	Iteration 5Q: 3 clusters Score -492642.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -492692.031250 Penalty: 4127.304688
	Iteration 6Q: 3 clusters Score -492692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -492735.750000 Penalty: 4127.304688
	Iteration 7Q: 3 clusters Score -492735.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -492775.281250 Penalty: 4127.304688
	Iteration 8Q: 3 clusters Score -492775.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -492815.250000 Penalty: 4127.304688
	Iteration 9Q: 3 clusters Score -492815.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -492855.875000 Penalty: 4127.304688
	Iteration 10Q: 3 clusters Score -492855.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -492891.812500 Penalty: 4127.304688
	Iteration 11Q: 3 clusters Score -492891.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -492925.875000 Penalty: 4127.304688
	Iteration 12Q: 3 clusters Score -492925.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492968.093750 Penalty: 4127.304688
	Iteration 13Q: 3 clusters Score -492968.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -493018.500000 Penalty: 4127.304688
	Iteration 14Q: 3 clusters Score -493018.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493076.375000 Penalty: 4127.304688
	Iteration 15Q: 3 clusters Score -493076.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -493140.093750 Penalty: 4127.304688
	Iteration 16Q: 3 clusters Score -493140.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -493211.062500 Penalty: 4127.304688
	Iteration 17Q: 3 clusters Score -493211.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -493282.125000 Penalty: 4127.304688
	Iteration 18Q: 3 clusters Score -493282.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -493357.125000 Penalty: 4127.304688
	Iteration 19Q: 3 clusters Score -493357.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -493418.406250 Penalty: 4127.304688
	Iteration 20F: 3 clusters Score -493418.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -493467.375000 Penalty: 4127.304688
	Iteration 21Q: 3 clusters Score -493467.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -493509.406250 Penalty: 4127.304688
	Iteration 22Q: 3 clusters Score -493509.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -493545.843750 Penalty: 4127.304688
	Iteration 23Q: 3 clusters Score -493545.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -493571.093750 Penalty: 4127.304688
	Iteration 24Q: 3 clusters Score -493571.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -493587.781250 Penalty: 4127.304688
	Iteration 25Q: 3 clusters Score -493587.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -493604.625000 Penalty: 4127.304688
	Iteration 26Q: 3 clusters Score -493604.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -493625.218750 Penalty: 4127.304688
	Iteration 27Q: 3 clusters Score -493625.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -493641.812500 Penalty: 4127.304688
	Iteration 28Q: 3 clusters Score -493641.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -493655.093750 Penalty: 4127.304688
	Iteration 29Q: 3 clusters Score -493655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -493666.125000 Penalty: 4127.304688
	Iteration 30Q: 3 clusters Score -493666.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -493675.781250 Penalty: 4127.304688
	Iteration 31Q: 3 clusters Score -493675.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -493685.531250 Penalty: 4127.304688
	Iteration 32Q: 3 clusters Score -493685.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -493694.281250 Penalty: 4127.304688
	Iteration 33Q: 3 clusters Score -493694.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -493699.343750 Penalty: 4127.304688
	Iteration 34Q: 3 clusters Score -493699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -493709.125000 Penalty: 4127.304688
	Iteration 35Q: 3 clusters Score -493709.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -493717.593750 Penalty: 4127.304688
	Iteration 36Q: 3 clusters Score -493717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -493724.281250 Penalty: 4127.304688
	Iteration 37Q: 3 clusters Score -493724.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -493733.312500 Penalty: 4127.304688
	Iteration 38Q: 3 clusters Score -493733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -493735.187500 Penalty: 4127.304688
	Iteration 39Q: 3 clusters Score -493735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -493739.593750 Penalty: 4127.304688
	Iteration 40F: 3 clusters Score -493739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -493743.593750 Penalty: 4127.304688
	Iteration 41Q: 3 clusters Score -493743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -493749.156250 Penalty: 4127.304688
	Iteration 42Q: 3 clusters Score -493749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -493754.375000 Penalty: 4127.304688
	Iteration 43Q: 3 clusters Score -493754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -493759.750000 Penalty: 4127.304688
	Iteration 44Q: 3 clusters Score -493759.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -493764.187500 Penalty: 4127.304688
	Iteration 45Q: 3 clusters Score -493764.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -493767.500000 Penalty: 4127.304688
	Iteration 46Q: 3 clusters Score -493767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -493772.062500 Penalty: 4127.304688
	Iteration 47Q: 3 clusters Score -493772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -493771.906250 Penalty: 4127.304688
	Iteration 48Q: 3 clusters Score -493771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -493773.718750 Penalty: 4127.304688
	Iteration 49Q: 3 clusters Score -493773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -493774.687500 Penalty: 4127.304688
	Iteration 50Q: 3 clusters Score -493774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -493775.687500 Penalty: 4127.304688
	Iteration 51Q: 3 clusters Score -493775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -493775.687500 Penalty: 4127.304688
	Iteration 52F: 3 clusters Score -493775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -820675.250000 Penalty: 2214.467285
	Iteration 0F: 2 clusters Score -820675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -814592.375000 Penalty: 4428.934570
	Iteration 0F: 3 clusters Score -814592.4 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -816462.812500 Penalty: 4428.934570
	Iteration 1F: 3 clusters Score -816462.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -816884.312500 Penalty: 4428.934570
	Iteration 2F: 3 clusters Score -816884.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -817275.687500 Penalty: 4428.934570
	Iteration 3F: 3 clusters Score -817275.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -817710.250000 Penalty: 4428.934570
	Iteration 4F: 3 clusters Score -817710.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -818148.875000 Penalty: 4428.934570
	Iteration 5F: 3 clusters Score -818148.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -818555.750000 Penalty: 4428.934570
	Iteration 6F: 3 clusters Score -818555.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -818843.687500 Penalty: 4428.934570
	Iteration 7Q: 3 clusters Score -818843.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -819054.000000 Penalty: 4428.934570
	Iteration 8Q: 3 clusters Score -819054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -819213.625000 Penalty: 4428.934570
	Iteration 9Q: 3 clusters Score -819213.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -819333.875000 Penalty: 4428.934570
	Iteration 10Q: 3 clusters Score -819333.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -819422.312500 Penalty: 4428.934570
	Iteration 11Q: 3 clusters Score -819422.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -819493.625000 Penalty: 4428.934570
	Iteration 12Q: 3 clusters Score -819493.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -819559.687500 Penalty: 4428.934570
	Iteration 13Q: 3 clusters Score -819559.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -819614.812500 Penalty: 4428.934570
	Iteration 14Q: 3 clusters Score -819614.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -819666.750000 Penalty: 4428.934570
	Iteration 15Q: 3 clusters Score -819666.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -819711.687500 Penalty: 4428.934570
	Iteration 16Q: 3 clusters Score -819711.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -819773.875000 Penalty: 4428.934570
	Iteration 17Q: 3 clusters Score -819773.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -819840.687500 Penalty: 4428.934570
	Iteration 18Q: 3 clusters Score -819840.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -819901.250000 Penalty: 4428.934570
	Iteration 19Q: 3 clusters Score -819901.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -819950.437500 Penalty: 4428.934570
	Iteration 20F: 3 clusters Score -819950.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -819986.062500 Penalty: 4428.934570
	Iteration 21Q: 3 clusters Score -819986.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -820014.625000 Penalty: 4428.934570
	Iteration 22Q: 3 clusters Score -820014.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -820042.562500 Penalty: 4428.934570
	Iteration 23Q: 3 clusters Score -820042.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -820069.937500 Penalty: 4428.934570
	Iteration 24Q: 3 clusters Score -820069.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -820090.375000 Penalty: 4428.934570
	Iteration 25Q: 3 clusters Score -820090.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -820109.187500 Penalty: 4428.934570
	Iteration 26Q: 3 clusters Score -820109.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -820131.625000 Penalty: 4428.934570
	Iteration 27Q: 3 clusters Score -820131.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -820153.375000 Penalty: 4428.934570
	Iteration 28Q: 3 clusters Score -820153.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -820177.875000 Penalty: 4428.934570
	Iteration 29Q: 3 clusters Score -820177.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -820190.375000 Penalty: 4428.934570
	Iteration 30Q: 3 clusters Score -820190.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -820202.187500 Penalty: 4428.934570
	Iteration 31Q: 3 clusters Score -820202.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -820209.562500 Penalty: 4428.934570
	Iteration 32Q: 3 clusters Score -820209.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -820216.875000 Penalty: 4428.934570
	Iteration 33Q: 3 clusters Score -820216.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -820221.437500 Penalty: 4428.934570
	Iteration 34Q: 3 clusters Score -820221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -820223.187500 Penalty: 4428.934570
	Iteration 35Q: 3 clusters Score -820223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -820228.500000 Penalty: 4428.934570
	Iteration 36Q: 3 clusters Score -820228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -820231.062500 Penalty: 4428.934570
	Iteration 37Q: 3 clusters Score -820231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -820232.750000 Penalty: 4428.934570
	Iteration 38Q: 3 clusters Score -820232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -820234.125000 Penalty: 4428.934570
	Iteration 39Q: 3 clusters Score -820234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -820234.562500 Penalty: 4428.934570
	Iteration 40F: 3 clusters Score -820234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -820234.812500 Penalty: 4428.934570
	Iteration 41Q: 3 clusters Score -820234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -820239.125000 Penalty: 4428.934570
	Iteration 42Q: 3 clusters Score -820239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -820240.062500 Penalty: 4428.934570
	Iteration 43Q: 3 clusters Score -820240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -820240.812500 Penalty: 4428.934570
	Iteration 44Q: 3 clusters Score -820240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -820241.375000 Penalty: 4428.934570
	Iteration 45Q: 3 clusters Score -820241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -820243.625000 Penalty: 4428.934570
	Iteration 46Q: 3 clusters Score -820243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -820244.562500 Penalty: 4428.934570
	Iteration 47Q: 3 clusters Score -820244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -820244.250000 Penalty: 4428.934570
	Iteration 48Q: 3 clusters Score -820244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -820245.312500 Penalty: 4428.934570
	Iteration 49Q: 3 clusters Score -820245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -820245.875000 Penalty: 4428.934570
	Iteration 50Q: 3 clusters Score -820245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -820244.937500 Penalty: 4428.934570
	Iteration 51Q: 3 clusters Score -820244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -820245.625000 Penalty: 4428.934570
	Iteration 52Q: 3 clusters Score -820245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -820245.312500 Penalty: 4428.934570
	Iteration 53Q: 3 clusters Score -820245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -820246.875000 Penalty: 4428.934570
	Iteration 54Q: 3 clusters Score -820246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -820247.125000 Penalty: 4428.934570
	Iteration 55Q: 3 clusters Score -820247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -820247.125000 Penalty: 4428.934570
	Iteration 56Q: 3 clusters Score -820247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -820249.062500 Penalty: 4428.934570
	Iteration 57Q: 3 clusters Score -820249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -820250.812500 Penalty: 4428.934570
	Iteration 58Q: 3 clusters Score -820250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -820248.625000 Penalty: 4428.934570
	Iteration 59Q: 3 clusters Score -820248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -820249.062500 Penalty: 4428.934570
	Iteration 60F: 3 clusters Score -820249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -820249.062500 Penalty: 4428.934570
	Iteration 61Q: 3 clusters Score -820249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -820249.062500 Penalty: 4428.934570
	Iteration 62F: 3 clusters Score -820249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -1192160.375000 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -1192160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1184490.125000 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -1184490 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1186672.125000 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -1186672 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1187005.750000 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -1187006 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1187235.125000 Penalty: 4564.794434
	Iteration 3F: 3 clusters Score -1187235 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1187428.750000 Penalty: 4564.794434
	Iteration 4Q: 3 clusters Score -1187429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1187608.750000 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -1187609 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1187768.750000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -1187769 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1187931.125000 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -1187931 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1188096.375000 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -1188096 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1188300.875000 Penalty: 4564.794434
	Iteration 9Q: 3 clusters Score -1188301 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1188552.375000 Penalty: 4564.794434
	Iteration 10Q: 3 clusters Score -1188552 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1188826.000000 Penalty: 4564.794434
	Iteration 11Q: 3 clusters Score -1188826 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1189097.750000 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -1189098 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1189334.625000 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -1189335 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1189560.750000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -1189561 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1189732.875000 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -1189733 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1189873.625000 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -1189874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1189969.750000 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -1189970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1190011.625000 Penalty: 4564.794434
	Iteration 18Q: 3 clusters Score -1190012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1190056.125000 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -1190056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1190084.875000 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -1190085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1190109.875000 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -1190110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1190123.750000 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -1190124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1190134.000000 Penalty: 4564.794434
	Iteration 23Q: 3 clusters Score -1190134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1190138.875000 Penalty: 4564.794434
	Iteration 24Q: 3 clusters Score -1190139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1190140.625000 Penalty: 4564.794434
	Iteration 25Q: 3 clusters Score -1190141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1190145.375000 Penalty: 4564.794434
	Iteration 26Q: 3 clusters Score -1190145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1190145.500000 Penalty: 4564.794434
	Iteration 27Q: 3 clusters Score -1190146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1190145.250000 Penalty: 4564.794434
	Iteration 28Q: 3 clusters Score -1190145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1190145.875000 Penalty: 4564.794434
	Iteration 29Q: 3 clusters Score -1190146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1190145.875000 Penalty: 4564.794434
	Iteration 30F: 3 clusters Score -1190146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128527.039062 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -128527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -126531.945312 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -126531.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126948.406250 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -126948.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127103.796875 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -127103.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127211.914062 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -127211.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127334.742188 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -127334.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127462.304688 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -127462.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127564.054688 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -127564.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -127700.093750 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -127700.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -127799.914062 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -127799.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -127848.164062 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -127848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -127875.648438 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -127875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127896.437500 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -127896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127928.953125 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -127929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127975.734375 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -127975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128004.351562 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -128004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -128026.328125 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -128026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -128042.960938 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -128043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -128059.242188 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -128059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128070.476562 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -128070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -128078.429688 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -128078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -128078.429688 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -128078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -1778255.250000 Penalty: 2377.063721
	Iteration 0F: 2 clusters Score -1778255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1767719.625000 Penalty: 4754.127441
	Iteration 0F: 3 clusters Score -1767720 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1771286.375000 Penalty: 4754.127441
	Iteration 1F: 3 clusters Score -1771286 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1771836.500000 Penalty: 4754.127441
	Iteration 2F: 3 clusters Score -1771836 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1772445.750000 Penalty: 4754.127441
	Iteration 3F: 3 clusters Score -1772446 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1773226.750000 Penalty: 4754.127441
	Iteration 4F: 3 clusters Score -1773227 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1774125.500000 Penalty: 4754.127441
	Iteration 5F: 3 clusters Score -1774126 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1775007.250000 Penalty: 4754.127441
	Iteration 6F: 3 clusters Score -1775007 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1775746.250000 Penalty: 4754.127441
	Iteration 7F: 3 clusters Score -1775746 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1776263.000000 Penalty: 4754.127441
	Iteration 8Q: 3 clusters Score -1776263 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1776638.000000 Penalty: 4754.127441
	Iteration 9Q: 3 clusters Score -1776638 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1776899.625000 Penalty: 4754.127441
	Iteration 10Q: 3 clusters Score -1776900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1777060.500000 Penalty: 4754.127441
	Iteration 11Q: 3 clusters Score -1777060 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1777179.125000 Penalty: 4754.127441
	Iteration 12Q: 3 clusters Score -1777179 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1777266.250000 Penalty: 4754.127441
	Iteration 13Q: 3 clusters Score -1777266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1777313.750000 Penalty: 4754.127441
	Iteration 14Q: 3 clusters Score -1777314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1777347.875000 Penalty: 4754.127441
	Iteration 15Q: 3 clusters Score -1777348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1777380.125000 Penalty: 4754.127441
	Iteration 16Q: 3 clusters Score -1777380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1777398.875000 Penalty: 4754.127441
	Iteration 17Q: 3 clusters Score -1777399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1777418.625000 Penalty: 4754.127441
	Iteration 18Q: 3 clusters Score -1777419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1777436.625000 Penalty: 4754.127441
	Iteration 19Q: 3 clusters Score -1777437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1777451.125000 Penalty: 4754.127441
	Iteration 20F: 3 clusters Score -1777451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1777459.750000 Penalty: 4754.127441
	Iteration 21Q: 3 clusters Score -1777460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1777465.875000 Penalty: 4754.127441
	Iteration 22Q: 3 clusters Score -1777466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1777468.500000 Penalty: 4754.127441
	Iteration 23Q: 3 clusters Score -1777468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1777471.000000 Penalty: 4754.127441
	Iteration 24Q: 3 clusters Score -1777471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1777477.625000 Penalty: 4754.127441
	Iteration 25Q: 3 clusters Score -1777478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1777478.125000 Penalty: 4754.127441
	Iteration 26Q: 3 clusters Score -1777478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1777478.750000 Penalty: 4754.127441
	Iteration 27Q: 3 clusters Score -1777479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1777486.125000 Penalty: 4754.127441
	Iteration 28Q: 3 clusters Score -1777486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1777486.125000 Penalty: 4754.127441
	Iteration 29Q: 3 clusters Score -1777486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1777490.875000 Penalty: 4754.127441
	Iteration 30Q: 3 clusters Score -1777491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1777496.250000 Penalty: 4754.127441
	Iteration 31Q: 3 clusters Score -1777496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1777503.875000 Penalty: 4754.127441
	Iteration 32Q: 3 clusters Score -1777504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1777505.250000 Penalty: 4754.127441
	Iteration 33Q: 3 clusters Score -1777505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1777506.000000 Penalty: 4754.127441
	Iteration 34Q: 3 clusters Score -1777506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1777506.500000 Penalty: 4754.127441
	Iteration 35Q: 3 clusters Score -1777506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1777506.875000 Penalty: 4754.127441
	Iteration 36Q: 3 clusters Score -1777507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1777506.625000 Penalty: 4754.127441
	Iteration 37Q: 3 clusters Score -1777507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1777511.250000 Penalty: 4754.127441
	Iteration 38Q: 3 clusters Score -1777511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1777509.250000 Penalty: 4754.127441
	Iteration 39Q: 3 clusters Score -1777509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1777509.625000 Penalty: 4754.127441
	Iteration 40F: 3 clusters Score -1777510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1777512.500000 Penalty: 4754.127441
	Iteration 41Q: 3 clusters Score -1777512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1777508.375000 Penalty: 4754.127441
	Iteration 42Q: 3 clusters Score -1777508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1777513.500000 Penalty: 4754.127441
	Iteration 43Q: 3 clusters Score -1777514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1777511.875000 Penalty: 4754.127441
	Iteration 44Q: 3 clusters Score -1777512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1777513.375000 Penalty: 4754.127441
	Iteration 45Q: 3 clusters Score -1777513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1777513.625000 Penalty: 4754.127441
	Iteration 46Q: 3 clusters Score -1777514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1777511.625000 Penalty: 4754.127441
	Iteration 47Q: 3 clusters Score -1777512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1777513.000000 Penalty: 4754.127441
	Iteration 48Q: 3 clusters Score -1777513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1777515.000000 Penalty: 4754.127441
	Iteration 49Q: 3 clusters Score -1777515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1777513.750000 Penalty: 4754.127441
	Iteration 50Q: 3 clusters Score -1777514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1777516.750000 Penalty: 4754.127441
	Iteration 51Q: 3 clusters Score -1777517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1777516.250000 Penalty: 4754.127441
	Iteration 52Q: 3 clusters Score -1777516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1777516.500000 Penalty: 4754.127441
	Iteration 53Q: 3 clusters Score -1777516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1777517.000000 Penalty: 4754.127441
	Iteration 54Q: 3 clusters Score -1777517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1777516.250000 Penalty: 4754.127441
	Iteration 55Q: 3 clusters Score -1777516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1777519.000000 Penalty: 4754.127441
	Iteration 56Q: 3 clusters Score -1777519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1777519.250000 Penalty: 4754.127441
	Iteration 57Q: 3 clusters Score -1777519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1777518.375000 Penalty: 4754.127441
	Iteration 58Q: 3 clusters Score -1777518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1777519.750000 Penalty: 4754.127441
	Iteration 59Q: 3 clusters Score -1777520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1777522.125000 Penalty: 4754.127441
	Iteration 60F: 3 clusters Score -1777522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1777519.625000 Penalty: 4754.127441
	Iteration 61Q: 3 clusters Score -1777520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1777520.250000 Penalty: 4754.127441
	Iteration 62Q: 3 clusters Score -1777520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1777523.625000 Penalty: 4754.127441
	Iteration 63Q: 3 clusters Score -1777524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1777526.250000 Penalty: 4754.127441
	Iteration 64Q: 3 clusters Score -1777526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1777528.500000 Penalty: 4754.127441
	Iteration 65Q: 3 clusters Score -1777528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1777528.750000 Penalty: 4754.127441
	Iteration 66Q: 3 clusters Score -1777529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1777529.000000 Penalty: 4754.127441
	Iteration 67Q: 3 clusters Score -1777529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1777532.000000 Penalty: 4754.127441
	Iteration 68Q: 3 clusters Score -1777532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1777531.000000 Penalty: 4754.127441
	Iteration 69Q: 3 clusters Score -1777531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1777531.125000 Penalty: 4754.127441
	Iteration 70Q: 3 clusters Score -1777531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1777531.125000 Penalty: 4754.127441
	Iteration 71Q: 3 clusters Score -1777531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1777531.125000 Penalty: 4754.127441
	Iteration 72Q: 3 clusters Score -1777531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1777535.250000 Penalty: 4754.127441
	Iteration 73Q: 3 clusters Score -1777535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1777533.750000 Penalty: 4754.127441
	Iteration 74Q: 3 clusters Score -1777534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1777533.125000 Penalty: 4754.127441
	Iteration 75Q: 3 clusters Score -1777533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1777533.125000 Penalty: 4754.127441
	Iteration 76F: 3 clusters Score -1777533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -184369.328125 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -184369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181996.890625 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -181996.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -182407.421875 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -182407.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182558.250000 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -182558.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182652.187500 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -182652.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182718.578125 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -182718.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -182773.578125 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -182773.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182798.906250 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -182798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -182818.734375 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -182818.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -182835.187500 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -182835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182848.375000 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -182848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -182860.921875 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -182860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -182866.250000 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -182866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182868.046875 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -182868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182871.968750 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -182872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182872.359375 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -182872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182873.156250 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -182873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182873.156250 Penalty: 3673.427246
	Iteration 16F: 3 clusters Score -182873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -11407.401367 Penalty: 1275.132568
	Iteration 0F: 2 clusters Score -11407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10492.983398 Penalty: 2550.265137
	Iteration 0F: 3 clusters Score -10492.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10726.934570 Penalty: 2550.265137
	Iteration 1F: 3 clusters Score -10726.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10779.565430 Penalty: 2550.265137
	Iteration 2Q: 3 clusters Score -10779.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10824.738281 Penalty: 2550.265137
	Iteration 3Q: 3 clusters Score -10824.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10836.338867 Penalty: 2550.265137
	Iteration 4Q: 3 clusters Score -10836.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10836.338867 Penalty: 2550.265137
	Iteration 5F: 3 clusters Score -10836.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (334283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334283 members 
Entering Unmasked Estep 
Score: -41923824.000000 Penalty: 3154.496094
	Iteration 0F: 2 clusters Score -4.192382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 167307 members 
Entering Unmasked Estep 
Score: -41714888.000000 Penalty: 6308.992188
	Iteration 0F: 3 clusters Score -4.171489e+07 nChanged 161994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -41809800.000000 Penalty: 6308.992188
	Iteration 1F: 3 clusters Score -4.18098e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160616 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -41811320.000000 Penalty: 6308.992188
	Iteration 2Q: 3 clusters Score -4.181132e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -41813600.000000 Penalty: 6308.992188
	Iteration 3Q: 3 clusters Score -4.18136e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 182658 members 
Entering Unmasked Estep 
Score: -41816960.000000 Penalty: 6308.992188
	Iteration 4Q: 3 clusters Score -4.181696e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 190677 members 
Entering Unmasked Estep 
Score: -41821708.000000 Penalty: 6308.992188
	Iteration 5Q: 3 clusters Score -4.182171e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132237 members 
Mstep: Class 2 contains 202046 members 
Entering Unmasked Estep 
Score: -41829592.000000 Penalty: 6308.992188
	Iteration 6Q: 3 clusters Score -4.182959e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 216902 members 
Entering Unmasked Estep 
Score: -41842104.000000 Penalty: 6308.992188
	Iteration 7F: 3 clusters Score -4.18421e+07 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 233491 members 
Entering Unmasked Estep 
Score: -41857896.000000 Penalty: 6308.992188
	Iteration 8F: 3 clusters Score -4.18579e+07 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 248636 members 
Entering Unmasked Estep 
Score: -41873656.000000 Penalty: 6308.992188
	Iteration 9F: 3 clusters Score -4.187366e+07 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 259477 members 
Entering Unmasked Estep 
Score: -41884140.000000 Penalty: 6308.992188
	Iteration 10F: 3 clusters Score -4.188414e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 266856 members 
Entering Unmasked Estep 
Score: -41889872.000000 Penalty: 6308.992188
	Iteration 11Q: 3 clusters Score -4.188987e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 272982 members 
Entering Unmasked Estep 
Score: -41892624.000000 Penalty: 6308.992188
	Iteration 12Q: 3 clusters Score -4.189262e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 278645 members 
Entering Unmasked Estep 
Score: -41893896.000000 Penalty: 6308.992188
	Iteration 13Q: 3 clusters Score -4.18939e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 283967 members 
Entering Unmasked Estep 
Score: -41895340.000000 Penalty: 6308.992188
	Iteration 14Q: 3 clusters Score -4.189534e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 289107 members 
Entering Unmasked Estep 
Score: -41896768.000000 Penalty: 6308.992188
	Iteration 15Q: 3 clusters Score -4.189677e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 294004 members 
Entering Unmasked Estep 
Score: -41898720.000000 Penalty: 6308.992188
	Iteration 16Q: 3 clusters Score -4.189872e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 298705 members 
Entering Unmasked Estep 
Score: -41900148.000000 Penalty: 6308.992188
	Iteration 17Q: 3 clusters Score -4.190015e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 303156 members 
Entering Unmasked Estep 
Score: -41901840.000000 Penalty: 6308.992188
	Iteration 18Q: 3 clusters Score -4.190184e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 307368 members 
Entering Unmasked Estep 
Score: -41903696.000000 Penalty: 6308.992188
	Iteration 19Q: 3 clusters Score -4.19037e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 311246 members 
Entering Unmasked Estep 
Score: -41905648.000000 Penalty: 6308.992188
	Iteration 20F: 3 clusters Score -4.190565e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 314640 members 
Entering Unmasked Estep 
Score: -41907396.000000 Penalty: 6308.992188
	Iteration 21Q: 3 clusters Score -4.19074e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 317635 members 
Entering Unmasked Estep 
Score: -41908768.000000 Penalty: 6308.992188
	Iteration 22Q: 3 clusters Score -4.190877e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 320240 members 
Entering Unmasked Estep 
Score: -41910444.000000 Penalty: 6308.992188
	Iteration 23Q: 3 clusters Score -4.191044e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 322549 members 
Entering Unmasked Estep 
Score: -41912140.000000 Penalty: 6308.992188
	Iteration 24Q: 3 clusters Score -4.191214e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 324554 members 
Entering Unmasked Estep 
Score: -41913292.000000 Penalty: 6308.992188
	Iteration 25Q: 3 clusters Score -4.191329e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 326344 members 
Entering Unmasked Estep 
Score: -41914424.000000 Penalty: 6308.992188
	Iteration 26Q: 3 clusters Score -4.191442e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 327788 members 
Entering Unmasked Estep 
Score: -41915304.000000 Penalty: 6308.992188
	Iteration 27Q: 3 clusters Score -4.19153e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 328986 members 
Entering Unmasked Estep 
Score: -41916488.000000 Penalty: 6308.992188
	Iteration 28Q: 3 clusters Score -4.191649e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 329964 members 
Entering Unmasked Estep 
Score: -41917396.000000 Penalty: 6308.992188
	Iteration 29Q: 3 clusters Score -4.19174e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 330730 members 
Entering Unmasked Estep 
Score: -41918160.000000 Penalty: 6308.992188
	Iteration 30Q: 3 clusters Score -4.191816e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 331345 members 
Entering Unmasked Estep 
Score: -41918856.000000 Penalty: 6308.992188
	Iteration 31Q: 3 clusters Score -4.191886e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 331801 members 
Entering Unmasked Estep 
Score: -41919360.000000 Penalty: 6308.992188
	Iteration 32Q: 3 clusters Score -4.191936e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 332150 members 
Entering Unmasked Estep 
Score: -41919648.000000 Penalty: 6308.992188
	Iteration 33Q: 3 clusters Score -4.191965e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 332425 members 
Entering Unmasked Estep 
Score: -41919908.000000 Penalty: 6308.992188
	Iteration 34Q: 3 clusters Score -4.191991e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 332653 members 
Entering Unmasked Estep 
Score: -41920004.000000 Penalty: 6308.992188
	Iteration 35Q: 3 clusters Score -4.192e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 332813 members 
Entering Unmasked Estep 
Score: -41920084.000000 Penalty: 6308.992188
	Iteration 36Q: 3 clusters Score -4.192008e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 332939 members 
Entering Unmasked Estep 
Score: -41920184.000000 Penalty: 6308.992188
	Iteration 37Q: 3 clusters Score -4.192018e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 333038 members 
Entering Unmasked Estep 
Score: -41920272.000000 Penalty: 6308.992188
	Iteration 38Q: 3 clusters Score -4.192027e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 333120 members 
Entering Unmasked Estep 
Score: -41920320.000000 Penalty: 6308.992188
	Iteration 39Q: 3 clusters Score -4.192032e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 333186 members 
Entering Unmasked Estep 
Score: -41920356.000000 Penalty: 6308.992188
	Iteration 40F: 3 clusters Score -4.192036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 333236 members 
Entering Unmasked Estep 
Score: -41920456.000000 Penalty: 6308.992188
	Iteration 41Q: 3 clusters Score -4.192046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 333287 members 
Entering Unmasked Estep 
Score: -41920476.000000 Penalty: 6308.992188
	Iteration 42Q: 3 clusters Score -4.192048e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 333333 members 
Entering Unmasked Estep 
Score: -41920552.000000 Penalty: 6308.992188
	Iteration 43Q: 3 clusters Score -4.192055e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 333370 members 
Entering Unmasked Estep 
Score: -41920568.000000 Penalty: 6308.992188
	Iteration 44Q: 3 clusters Score -4.192057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 333389 members 
Entering Unmasked Estep 
Score: -41920592.000000 Penalty: 6308.992188
	Iteration 45Q: 3 clusters Score -4.192059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 333404 members 
Entering Unmasked Estep 
Score: -41920596.000000 Penalty: 6308.992188
	Iteration 46Q: 3 clusters Score -4.19206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 333423 members 
Entering Unmasked Estep 
Score: -41920636.000000 Penalty: 6308.992188
	Iteration 47Q: 3 clusters Score -4.192064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 333442 members 
Entering Unmasked Estep 
Score: -41920652.000000 Penalty: 6308.992188
	Iteration 48Q: 3 clusters Score -4.192065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 333460 members 
Entering Unmasked Estep 
Score: -41920656.000000 Penalty: 6308.992188
	Iteration 49Q: 3 clusters Score -4.192066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 333467 members 
Entering Unmasked Estep 
Score: -41920688.000000 Penalty: 6308.992188
	Iteration 50Q: 3 clusters Score -4.192069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 333469 members 
Entering Unmasked Estep 
Score: -41920700.000000 Penalty: 6308.992188
	Iteration 51Q: 3 clusters Score -4.19207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 333476 members 
Entering Unmasked Estep 
Score: -41920692.000000 Penalty: 6308.992188
	Iteration 52Q: 3 clusters Score -4.192069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 333482 members 
Entering Unmasked Estep 
Score: -41920688.000000 Penalty: 6308.992188
	Iteration 53Q: 3 clusters Score -4.192069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 333491 members 
Entering Unmasked Estep 
Score: -41920700.000000 Penalty: 6308.992188
	Iteration 54Q: 3 clusters Score -4.19207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 333502 members 
Entering Unmasked Estep 
Score: -41920728.000000 Penalty: 6308.992188
	Iteration 55Q: 3 clusters Score -4.192073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 333507 members 
Entering Unmasked Estep 
Score: -41920744.000000 Penalty: 6308.992188
	Iteration 56Q: 3 clusters Score -4.192074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 333517 members 
Entering Unmasked Estep 
Score: -41920768.000000 Penalty: 6308.992188
	Iteration 57Q: 3 clusters Score -4.192077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 333525 members 
Entering Unmasked Estep 
Score: -41920812.000000 Penalty: 6308.992188
	Iteration 58Q: 3 clusters Score -4.192081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 333536 members 
Entering Unmasked Estep 
Score: -41920800.000000 Penalty: 6308.992188
	Iteration 59Q: 3 clusters Score -4.19208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 333549 members 
Entering Unmasked Estep 
Score: -41920840.000000 Penalty: 6308.992188
	Iteration 60F: 3 clusters Score -4.192084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 333554 members 
Entering Unmasked Estep 
Score: -41920864.000000 Penalty: 6308.992188
	Iteration 61Q: 3 clusters Score -4.192086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 333557 members 
Entering Unmasked Estep 
Score: -41920856.000000 Penalty: 6308.992188
	Iteration 62Q: 3 clusters Score -4.192086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 333560 members 
Entering Unmasked Estep 
Score: -41920876.000000 Penalty: 6308.992188
	Iteration 63Q: 3 clusters Score -4.192088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 333561 members 
Entering Unmasked Estep 
Score: -41920856.000000 Penalty: 6308.992188
	Iteration 64Q: 3 clusters Score -4.192086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 333560 members 
Entering Unmasked Estep 
Score: -41920844.000000 Penalty: 6308.992188
	Iteration 65Q: 3 clusters Score -4.192084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 333559 members 
Entering Unmasked Estep 
Score: -41920848.000000 Penalty: 6308.992188
	Iteration 66Q: 3 clusters Score -4.192085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 333559 members 
Entering Unmasked Estep 
Score: -41920848.000000 Penalty: 6308.992188
	Iteration 67F: 3 clusters Score -4.192085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25518.394531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -25518.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24350.712891 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -24350.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24532.503906 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -24532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24601.822266 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -24601.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24692.632812 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -24692.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24795.121094 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -24795.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24879.806641 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -24879.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24989.888672 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -24989.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25171.175781 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -25171.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25194.583984 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -25194.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25216.826172 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -25216.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25217.787109 Penalty: 2805.372070
	Iteration 10F: 3 clusters Score -25217.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25220.201172 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -25220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25220.201172 Penalty: 2805.372070
	Iteration 12F: 3 clusters Score -25220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -90518.234375 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -90518.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88783.687500 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -88783.69 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89007.070312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -89007.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89057.414062 Penalty: 3299.179688
	Iteration 2Q: 3 clusters Score -89057.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89087.250000 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -89087.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89098.062500 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -89098.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89102.226562 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -89102.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89104.242188 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -89104.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89105.062500 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -89105.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89106.523438 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -89106.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89106.523438 Penalty: 3299.179688
	Iteration 9F: 3 clusters Score -89106.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30972.265625 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -30972.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29733.851562 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -29733.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29827.343750 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -29827.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29856.111328 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -29856.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29876.841797 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -29876.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29883.722656 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -29883.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29886.976562 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -29886.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29889.339844 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -29889.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29889.339844 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -29889.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -68218.929688 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -68218.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66583.343750 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -66583.34 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66882.726562 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -66882.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67019.531250 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -67019.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67092.625000 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -67092.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67139.117188 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -67139.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67171.570312 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67171.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67212.914062 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67212.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67239.304688 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67242.710938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67242.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67242.710938 Penalty: 3213.340576
	Iteration 9F: 3 clusters Score -67242.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (35155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Entering Unmasked Estep 
Score: -4344773.500000 Penalty: 2595.945312
	Iteration 0F: 2 clusters Score -4344774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4320897.500000 Penalty: 5191.890625
	Iteration 0F: 3 clusters Score -4320898 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4330026.500000 Penalty: 5191.890625
	Iteration 1F: 3 clusters Score -4330026 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4330863.500000 Penalty: 5191.890625
	Iteration 2F: 3 clusters Score -4330864 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4331768.000000 Penalty: 5191.890625
	Iteration 3F: 3 clusters Score -4331768 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4332744.500000 Penalty: 5191.890625
	Iteration 4F: 3 clusters Score -4332744 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4333866.000000 Penalty: 5191.890625
	Iteration 5F: 3 clusters Score -4333866 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4335065.500000 Penalty: 5191.890625
	Iteration 6F: 3 clusters Score -4335066 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4336191.500000 Penalty: 5191.890625
	Iteration 7F: 3 clusters Score -4336192 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4337177.000000 Penalty: 5191.890625
	Iteration 8F: 3 clusters Score -4337177 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4338028.500000 Penalty: 5191.890625
	Iteration 9Q: 3 clusters Score -4338028 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4338715.000000 Penalty: 5191.890625
	Iteration 10Q: 3 clusters Score -4338715 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4339070.500000 Penalty: 5191.890625
	Iteration 11Q: 3 clusters Score -4339070 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4339326.500000 Penalty: 5191.890625
	Iteration 12Q: 3 clusters Score -4339326 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4339435.000000 Penalty: 5191.890625
	Iteration 13Q: 3 clusters Score -4339435 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -4339517.500000 Penalty: 5191.890625
	Iteration 14Q: 3 clusters Score -4339518 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4339628.000000 Penalty: 5191.890625
	Iteration 15Q: 3 clusters Score -4339628 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4339702.500000 Penalty: 5191.890625
	Iteration 16Q: 3 clusters Score -4339702 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4339796.000000 Penalty: 5191.890625
	Iteration 17Q: 3 clusters Score -4339796 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4339860.500000 Penalty: 5191.890625
	Iteration 18Q: 3 clusters Score -4339860 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4339915.000000 Penalty: 5191.890625
	Iteration 19Q: 3 clusters Score -4339915 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4339972.000000 Penalty: 5191.890625
	Iteration 20F: 3 clusters Score -4339972 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4340053.000000 Penalty: 5191.890625
	Iteration 21Q: 3 clusters Score -4340053 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4340117.500000 Penalty: 5191.890625
	Iteration 22Q: 3 clusters Score -4340118 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4340185.000000 Penalty: 5191.890625
	Iteration 23Q: 3 clusters Score -4340185 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4340276.000000 Penalty: 5191.890625
	Iteration 24Q: 3 clusters Score -4340276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4340360.500000 Penalty: 5191.890625
	Iteration 25Q: 3 clusters Score -4340360 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4340440.500000 Penalty: 5191.890625
	Iteration 26Q: 3 clusters Score -4340440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4340543.000000 Penalty: 5191.890625
	Iteration 27Q: 3 clusters Score -4340543 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4340627.000000 Penalty: 5191.890625
	Iteration 28Q: 3 clusters Score -4340627 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4340759.500000 Penalty: 5191.890625
	Iteration 29Q: 3 clusters Score -4340760 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4340910.500000 Penalty: 5191.890625
	Iteration 30Q: 3 clusters Score -4340910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4341075.000000 Penalty: 5191.890625
	Iteration 31Q: 3 clusters Score -4341075 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4341191.500000 Penalty: 5191.890625
	Iteration 32Q: 3 clusters Score -4341192 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4341258.500000 Penalty: 5191.890625
	Iteration 33Q: 3 clusters Score -4341258 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -4341306.500000 Penalty: 5191.890625
	Iteration 34Q: 3 clusters Score -4341306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4341358.000000 Penalty: 5191.890625
	Iteration 35Q: 3 clusters Score -4341358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4341375.000000 Penalty: 5191.890625
	Iteration 36Q: 3 clusters Score -4341375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -4341396.500000 Penalty: 5191.890625
	Iteration 37Q: 3 clusters Score -4341396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4341404.000000 Penalty: 5191.890625
	Iteration 38Q: 3 clusters Score -4341404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4341413.500000 Penalty: 5191.890625
	Iteration 39Q: 3 clusters Score -4341414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4341412.000000 Penalty: 5191.890625
	Iteration 40F: 3 clusters Score -4341412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4341409.500000 Penalty: 5191.890625
	Iteration 41Q: 3 clusters Score -4341410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4341406.000000 Penalty: 5191.890625
	Iteration 42Q: 3 clusters Score -4341406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4341408.500000 Penalty: 5191.890625
	Iteration 43Q: 3 clusters Score -4341408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4341410.500000 Penalty: 5191.890625
	Iteration 44Q: 3 clusters Score -4341410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4341407.500000 Penalty: 5191.890625
	Iteration 45Q: 3 clusters Score -4341408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4341416.500000 Penalty: 5191.890625
	Iteration 46Q: 3 clusters Score -4341416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4341412.500000 Penalty: 5191.890625
	Iteration 47Q: 3 clusters Score -4341412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4341418.000000 Penalty: 5191.890625
	Iteration 48Q: 3 clusters Score -4341418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4341406.500000 Penalty: 5191.890625
	Iteration 49Q: 3 clusters Score -4341406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4341412.000000 Penalty: 5191.890625
	Iteration 50Q: 3 clusters Score -4341412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4341407.500000 Penalty: 5191.890625
	Iteration 51Q: 3 clusters Score -4341408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4341410.000000 Penalty: 5191.890625
	Iteration 52Q: 3 clusters Score -4341410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4341411.500000 Penalty: 5191.890625
	Iteration 53Q: 3 clusters Score -4341412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4341408.000000 Penalty: 5191.890625
	Iteration 54Q: 3 clusters Score -4341408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4341412.000000 Penalty: 5191.890625
	Iteration 55Q: 3 clusters Score -4341412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4341414.500000 Penalty: 5191.890625
	Iteration 56Q: 3 clusters Score -4341414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4341413.500000 Penalty: 5191.890625
	Iteration 57Q: 3 clusters Score -4341414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4341419.000000 Penalty: 5191.890625
	Iteration 58Q: 3 clusters Score -4341419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4341417.500000 Penalty: 5191.890625
	Iteration 59Q: 3 clusters Score -4341418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4341421.000000 Penalty: 5191.890625
	Iteration 60F: 3 clusters Score -4341421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4341413.500000 Penalty: 5191.890625
	Iteration 61Q: 3 clusters Score -4341414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4341409.500000 Penalty: 5191.890625
	Iteration 62Q: 3 clusters Score -4341410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4341410.500000 Penalty: 5191.890625
	Iteration 63Q: 3 clusters Score -4341410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4341412.000000 Penalty: 5191.890625
	Iteration 64Q: 3 clusters Score -4341412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4341415.500000 Penalty: 5191.890625
	Iteration 65Q: 3 clusters Score -4341416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4341419.000000 Penalty: 5191.890625
	Iteration 66Q: 3 clusters Score -4341419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4341420.500000 Penalty: 5191.890625
	Iteration 67Q: 3 clusters Score -4341420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4341417.500000 Penalty: 5191.890625
	Iteration 68Q: 3 clusters Score -4341418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4341419.500000 Penalty: 5191.890625
	Iteration 69Q: 3 clusters Score -4341420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4341424.500000 Penalty: 5191.890625
	Iteration 70Q: 3 clusters Score -4341424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4341424.000000 Penalty: 5191.890625
	Iteration 71Q: 3 clusters Score -4341424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4341424.000000 Penalty: 5191.890625
	Iteration 72Q: 3 clusters Score -4341424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4341426.500000 Penalty: 5191.890625
	Iteration 73Q: 3 clusters Score -4341426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4341426.500000 Penalty: 5191.890625
	Iteration 74Q: 3 clusters Score -4341426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4341419.000000 Penalty: 5191.890625
	Iteration 75Q: 3 clusters Score -4341419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4341419.000000 Penalty: 5191.890625
	Iteration 76F: 3 clusters Score -4341419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13759.666016 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12805.807617 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12805.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12846.091797 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12846.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12862.800781 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12862.800781 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -12862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -563097.187500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -563097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -558615.812500 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -558615.8 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -559761.500000 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -559761.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -560077.000000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -560077 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -560363.250000 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -560363.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -560683.125000 Penalty: 4216.830078
	Iteration 4F: 3 clusters Score -560683.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -560987.250000 Penalty: 4216.830078
	Iteration 5F: 3 clusters Score -560987.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -561268.812500 Penalty: 4216.830078
	Iteration 6F: 3 clusters Score -561268.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -561487.937500 Penalty: 4216.830078
	Iteration 7F: 3 clusters Score -561487.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -561644.187500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -561644.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -561732.250000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -561732.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -561777.062500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -561777.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -561811.437500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -561811.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -561831.125000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -561831.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -561847.687500 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -561847.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -561859.437500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -561859.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -561866.875000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -561866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -561868.875000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -561868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -561871.500000 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -561871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -561873.937500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -561873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -561875.062500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -561875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -561876.312500 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -561876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -561877.812500 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -561877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -561878.812500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -561878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -561880.875000 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -561880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -561883.312500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -561883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -561885.562500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -561885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -561887.500000 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -561887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -561887.562500 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -561887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -561890.125000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -561890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -561889.812500 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -561889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -561889.812500 Penalty: 4216.830078
	Iteration 30F: 3 clusters Score -561889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -313133.812500 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -313133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -310033.156250 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -310033.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -310636.812500 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -310636.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -310812.812500 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -310812.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -310917.125000 Penalty: 3926.736572
	Iteration 3F: 3 clusters Score -310917.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -310986.062500 Penalty: 3926.736572
	Iteration 4Q: 3 clusters Score -310986.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -311018.718750 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -311018.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -311043.062500 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -311043.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311067.312500 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -311067.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311089.250000 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -311089.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311114.187500 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -311114.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -311137.062500 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -311137.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -311156.375000 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -311156.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -311169.531250 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -311169.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -311179.531250 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -311179.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -311189.031250 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -311189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -311195.468750 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -311195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -311202.656250 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -311202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -311210.750000 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -311210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -311220.250000 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -311220.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311235.500000 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -311235.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -311252.000000 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -311252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -311266.781250 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -311266.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -311278.531250 Penalty: 3926.736572
	Iteration 22Q: 3 clusters Score -311278.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -311292.531250 Penalty: 3926.736572
	Iteration 23Q: 3 clusters Score -311292.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311307.281250 Penalty: 3926.736572
	Iteration 24Q: 3 clusters Score -311307.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -311321.281250 Penalty: 3926.736572
	Iteration 25Q: 3 clusters Score -311321.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311328.468750 Penalty: 3926.736572
	Iteration 26Q: 3 clusters Score -311328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311334.718750 Penalty: 3926.736572
	Iteration 27Q: 3 clusters Score -311334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -311341.812500 Penalty: 3926.736572
	Iteration 28Q: 3 clusters Score -311341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -311346.250000 Penalty: 3926.736572
	Iteration 29Q: 3 clusters Score -311346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311349.093750 Penalty: 3926.736572
	Iteration 30Q: 3 clusters Score -311349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311351.562500 Penalty: 3926.736572
	Iteration 31Q: 3 clusters Score -311351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -311354.031250 Penalty: 3926.736572
	Iteration 32Q: 3 clusters Score -311354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -311358.093750 Penalty: 3926.736572
	Iteration 33Q: 3 clusters Score -311358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -311361.062500 Penalty: 3926.736572
	Iteration 34Q: 3 clusters Score -311361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311363.375000 Penalty: 3926.736572
	Iteration 35Q: 3 clusters Score -311363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311364.468750 Penalty: 3926.736572
	Iteration 36Q: 3 clusters Score -311364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -311367.218750 Penalty: 3926.736572
	Iteration 37Q: 3 clusters Score -311367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311370.093750 Penalty: 3926.736572
	Iteration 38Q: 3 clusters Score -311370.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311374.500000 Penalty: 3926.736572
	Iteration 39Q: 3 clusters Score -311374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -311377.156250 Penalty: 3926.736572
	Iteration 40F: 3 clusters Score -311377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311379.031250 Penalty: 3926.736572
	Iteration 41Q: 3 clusters Score -311379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311380.625000 Penalty: 3926.736572
	Iteration 42Q: 3 clusters Score -311380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311382.468750 Penalty: 3926.736572
	Iteration 43Q: 3 clusters Score -311382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -311383.437500 Penalty: 3926.736572
	Iteration 44Q: 3 clusters Score -311383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311384.093750 Penalty: 3926.736572
	Iteration 45Q: 3 clusters Score -311384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311384.093750 Penalty: 3926.736572
	Iteration 46F: 3 clusters Score -311384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156541 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334283 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142023968.000000 Penalty: 166335.640625
Iteration 199Q: 49 clusters Score -1.42024e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22901 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178037 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26331 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27382 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 171 members 
Mstep: Class 40 contains 334284 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024176.000000 Penalty: 166335.640625
Iteration 200F: 49 clusters Score -1.420242e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 22898 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178036 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38938 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156545 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27382 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334285 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024208.000000 Penalty: 166335.640625
Iteration 201Q: 49 clusters Score -1.420242e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22897 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178036 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38935 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156545 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27384 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024176.000000 Penalty: 166335.640625
Iteration 202Q: 49 clusters Score -1.420242e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22897 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 51000 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38934 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156545 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024176.000000 Penalty: 166335.640625
Iteration 203Q: 49 clusters Score -1.420242e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334285 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024208.000000 Penalty: 166335.640625
Iteration 204Q: 49 clusters Score -1.420242e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024208.000000 Penalty: 166335.640625
Iteration 205Q: 49 clusters Score -1.420242e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024240.000000 Penalty: 166335.640625
Iteration 206F: 49 clusters Score -1.420242e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 651 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024336.000000 Penalty: 166335.640625
Iteration 207Q: 49 clusters Score -1.420243e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 652 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024336.000000 Penalty: 166335.640625
Iteration 208Q: 49 clusters Score -1.420243e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 652 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024336.000000 Penalty: 166335.640625
Iteration 209F: 49 clusters Score -1.420243e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 652 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024400.000000 Penalty: 166335.640625
Iteration 210Q: 49 clusters Score -1.420244e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 652 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024432.000000 Penalty: 166335.640625
Iteration 211Q: 49 clusters Score -1.420244e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 653 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024448.000000 Penalty: 166335.640625
Iteration 212Q: 49 clusters Score -1.420244e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 654 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024496.000000 Penalty: 166335.640625
Iteration 213Q: 49 clusters Score -1.420245e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 655 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024496.000000 Penalty: 166335.640625
Iteration 214Q: 49 clusters Score -1.420245e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 358 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 656 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024480.000000 Penalty: 166335.640625
Iteration 215Q: 49 clusters Score -1.420245e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7549 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 659 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024480.000000 Penalty: 166335.640625
Iteration 216Q: 49 clusters Score -1.420245e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 355 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 662 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024544.000000 Penalty: 166335.640625
Iteration 217Q: 49 clusters Score -1.420245e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 664 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024592.000000 Penalty: 166335.640625
Iteration 218Q: 49 clusters Score -1.420246e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024544.000000 Penalty: 166335.640625
Iteration 219Q: 49 clusters Score -1.420245e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178042 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024592.000000 Penalty: 166335.640625
Iteration 220F: 49 clusters Score -1.420246e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178042 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9929 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334285 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024592.000000 Penalty: 166335.640625
Iteration 221Q: 49 clusters Score -1.420246e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178041 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334286 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024560.000000 Penalty: 166335.640625
Iteration 222Q: 49 clusters Score -1.420246e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50998 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178039 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51319 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334287 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024560.000000 Penalty: 166335.640625
Iteration 223Q: 49 clusters Score -1.420246e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50998 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334287 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024544.000000 Penalty: 166335.640625
Iteration 224Q: 49 clusters Score -1.420245e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50998 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334287 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142024544.000000 Penalty: 166335.640625
Iteration 225F: 49 clusters Score -1.420245e+08 nChanged 0
Entering ConstructFrom: 
Score: -142024544.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (27382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Entering Unmasked Estep 
Score: -3372479.250000 Penalty: 2533.974854
	Iteration 0F: 2 clusters Score -3372479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3353849.500000 Penalty: 5067.949707
	Iteration 0F: 3 clusters Score -3353850 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3360507.250000 Penalty: 5067.949707
	Iteration 1F: 3 clusters Score -3360507 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3361056.750000 Penalty: 5067.949707
	Iteration 2F: 3 clusters Score -3361057 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3361527.500000 Penalty: 5067.949707
	Iteration 3Q: 3 clusters Score -3361528 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3362036.000000 Penalty: 5067.949707
	Iteration 4Q: 3 clusters Score -3362036 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3362571.500000 Penalty: 5067.949707
	Iteration 5Q: 3 clusters Score -3362572 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3363285.000000 Penalty: 5067.949707
	Iteration 6Q: 3 clusters Score -3363285 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3364226.000000 Penalty: 5067.949707
	Iteration 7F: 3 clusters Score -3364226 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3365466.000000 Penalty: 5067.949707
	Iteration 8F: 3 clusters Score -3365466 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3366884.750000 Penalty: 5067.949707
	Iteration 9F: 3 clusters Score -3366885 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3368213.500000 Penalty: 5067.949707
	Iteration 10F: 3 clusters Score -3368214 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3369097.250000 Penalty: 5067.949707
	Iteration 11F: 3 clusters Score -3369097 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3369714.500000 Penalty: 5067.949707
	Iteration 12Q: 3 clusters Score -3369714 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3370175.500000 Penalty: 5067.949707
	Iteration 13Q: 3 clusters Score -3370176 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3370523.750000 Penalty: 5067.949707
	Iteration 14Q: 3 clusters Score -3370524 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3370860.000000 Penalty: 5067.949707
	Iteration 15Q: 3 clusters Score -3370860 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3371100.750000 Penalty: 5067.949707
	Iteration 16Q: 3 clusters Score -3371101 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3371294.000000 Penalty: 5067.949707
	Iteration 17Q: 3 clusters Score -3371294 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3371492.250000 Penalty: 5067.949707
	Iteration 18Q: 3 clusters Score -3371492 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3371630.250000 Penalty: 5067.949707
	Iteration 19Q: 3 clusters Score -3371630 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3371756.750000 Penalty: 5067.949707
	Iteration 20F: 3 clusters Score -3371757 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3371855.250000 Penalty: 5067.949707
	Iteration 21Q: 3 clusters Score -3371855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3371911.750000 Penalty: 5067.949707
	Iteration 22Q: 3 clusters Score -3371912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3371945.500000 Penalty: 5067.949707
	Iteration 23Q: 3 clusters Score -3371946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3371965.500000 Penalty: 5067.949707
	Iteration 24Q: 3 clusters Score -3371966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3371977.000000 Penalty: 5067.949707
	Iteration 25Q: 3 clusters Score -3371977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3371982.750000 Penalty: 5067.949707
	Iteration 26Q: 3 clusters Score -3371983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3371998.750000 Penalty: 5067.949707
	Iteration 27Q: 3 clusters Score -3371999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3372000.000000 Penalty: 5067.949707
	Iteration 28Q: 3 clusters Score -3372000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3372015.750000 Penalty: 5067.949707
	Iteration 29Q: 3 clusters Score -3372016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3372010.750000 Penalty: 5067.949707
	Iteration 30Q: 3 clusters Score -3372011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3372021.250000 Penalty: 5067.949707
	Iteration 31Q: 3 clusters Score -3372021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3372023.750000 Penalty: 5067.949707
	Iteration 32Q: 3 clusters Score -3372024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3372019.250000 Penalty: 5067.949707
	Iteration 33Q: 3 clusters Score -3372019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3372017.750000 Penalty: 5067.949707
	Iteration 34Q: 3 clusters Score -3372018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3372021.250000 Penalty: 5067.949707
	Iteration 35Q: 3 clusters Score -3372021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3372024.500000 Penalty: 5067.949707
	Iteration 36Q: 3 clusters Score -3372024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3372026.500000 Penalty: 5067.949707
	Iteration 37Q: 3 clusters Score -3372026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3372025.250000 Penalty: 5067.949707
	Iteration 38Q: 3 clusters Score -3372025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3372025.750000 Penalty: 5067.949707
	Iteration 39Q: 3 clusters Score -3372026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3372029.000000 Penalty: 5067.949707
	Iteration 40F: 3 clusters Score -3372029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Entering Unmasked Estep 
Score: -2671656.250000 Penalty: 2489.591064
	Iteration 0F: 2 clusters Score -2671656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2655620.000000 Penalty: 4979.182129
	Iteration 0F: 3 clusters Score -2655620 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2661275.000000 Penalty: 4979.182129
	Iteration 1F: 3 clusters Score -2661275 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2661829.000000 Penalty: 4979.182129
	Iteration 2F: 3 clusters Score -2661829 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2662383.500000 Penalty: 4979.182129
	Iteration 3F: 3 clusters Score -2662384 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2662964.000000 Penalty: 4979.182129
	Iteration 4Q: 3 clusters Score -2662964 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2663617.000000 Penalty: 4979.182129
	Iteration 5F: 3 clusters Score -2663617 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2664306.250000 Penalty: 4979.182129
	Iteration 6F: 3 clusters Score -2664306 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2665070.750000 Penalty: 4979.182129
	Iteration 7F: 3 clusters Score -2665071 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2665791.500000 Penalty: 4979.182129
	Iteration 8Q: 3 clusters Score -2665792 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2666420.250000 Penalty: 4979.182129
	Iteration 9Q: 3 clusters Score -2666420 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2666910.000000 Penalty: 4979.182129
	Iteration 10Q: 3 clusters Score -2666910 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2667237.250000 Penalty: 4979.182129
	Iteration 11Q: 3 clusters Score -2667237 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2667503.000000 Penalty: 4979.182129
	Iteration 12Q: 3 clusters Score -2667503 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2667731.500000 Penalty: 4979.182129
	Iteration 13Q: 3 clusters Score -2667732 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2667890.750000 Penalty: 4979.182129
	Iteration 14Q: 3 clusters Score -2667891 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2668045.750000 Penalty: 4979.182129
	Iteration 15Q: 3 clusters Score -2668046 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2668154.750000 Penalty: 4979.182129
	Iteration 16Q: 3 clusters Score -2668155 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2668281.500000 Penalty: 4979.182129
	Iteration 17Q: 3 clusters Score -2668282 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2668421.250000 Penalty: 4979.182129
	Iteration 18Q: 3 clusters Score -2668421 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2668518.000000 Penalty: 4979.182129
	Iteration 19Q: 3 clusters Score -2668518 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2668627.000000 Penalty: 4979.182129
	Iteration 20F: 3 clusters Score -2668627 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2668730.250000 Penalty: 4979.182129
	Iteration 21Q: 3 clusters Score -2668730 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2668810.750000 Penalty: 4979.182129
	Iteration 22Q: 3 clusters Score -2668811 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2668908.000000 Penalty: 4979.182129
	Iteration 23Q: 3 clusters Score -2668908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2668977.750000 Penalty: 4979.182129
	Iteration 24Q: 3 clusters Score -2668978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2669049.750000 Penalty: 4979.182129
	Iteration 25Q: 3 clusters Score -2669050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2669124.750000 Penalty: 4979.182129
	Iteration 26Q: 3 clusters Score -2669125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2669188.250000 Penalty: 4979.182129
	Iteration 27Q: 3 clusters Score -2669188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2669239.000000 Penalty: 4979.182129
	Iteration 28Q: 3 clusters Score -2669239 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2669292.250000 Penalty: 4979.182129
	Iteration 29Q: 3 clusters Score -2669292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2669353.000000 Penalty: 4979.182129
	Iteration 30Q: 3 clusters Score -2669353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2669400.750000 Penalty: 4979.182129
	Iteration 31Q: 3 clusters Score -2669401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2669459.750000 Penalty: 4979.182129
	Iteration 32Q: 3 clusters Score -2669460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2669519.250000 Penalty: 4979.182129
	Iteration 33Q: 3 clusters Score -2669519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2669560.000000 Penalty: 4979.182129
	Iteration 34Q: 3 clusters Score -2669560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2669621.750000 Penalty: 4979.182129
	Iteration 35Q: 3 clusters Score -2669622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2669663.000000 Penalty: 4979.182129
	Iteration 36Q: 3 clusters Score -2669663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2669702.000000 Penalty: 4979.182129
	Iteration 37Q: 3 clusters Score -2669702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2669736.000000 Penalty: 4979.182129
	Iteration 38Q: 3 clusters Score -2669736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2669768.250000 Penalty: 4979.182129
	Iteration 39Q: 3 clusters Score -2669768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2669792.000000 Penalty: 4979.182129
	Iteration 40F: 3 clusters Score -2669792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2669804.250000 Penalty: 4979.182129
	Iteration 41Q: 3 clusters Score -2669804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2669810.250000 Penalty: 4979.182129
	Iteration 42Q: 3 clusters Score -2669810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2669814.750000 Penalty: 4979.182129
	Iteration 43Q: 3 clusters Score -2669815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2669811.750000 Penalty: 4979.182129
	Iteration 44Q: 3 clusters Score -2669812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2669819.250000 Penalty: 4979.182129
	Iteration 45Q: 3 clusters Score -2669819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2669823.750000 Penalty: 4979.182129
	Iteration 46Q: 3 clusters Score -2669824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2669824.250000 Penalty: 4979.182129
	Iteration 47Q: 3 clusters Score -2669824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2669833.000000 Penalty: 4979.182129
	Iteration 48Q: 3 clusters Score -2669833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2669835.000000 Penalty: 4979.182129
	Iteration 49Q: 3 clusters Score -2669835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2669845.250000 Penalty: 4979.182129
	Iteration 50Q: 3 clusters Score -2669845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2669850.750000 Penalty: 4979.182129
	Iteration 51Q: 3 clusters Score -2669851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2669862.000000 Penalty: 4979.182129
	Iteration 52Q: 3 clusters Score -2669862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2669866.000000 Penalty: 4979.182129
	Iteration 53Q: 3 clusters Score -2669866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2669870.250000 Penalty: 4979.182129
	Iteration 54Q: 3 clusters Score -2669870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2669873.250000 Penalty: 4979.182129
	Iteration 55Q: 3 clusters Score -2669873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2669881.750000 Penalty: 4979.182129
	Iteration 56Q: 3 clusters Score -2669882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2669880.500000 Penalty: 4979.182129
	Iteration 57Q: 3 clusters Score -2669880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2669890.750000 Penalty: 4979.182129
	Iteration 58Q: 3 clusters Score -2669891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2669899.250000 Penalty: 4979.182129
	Iteration 59Q: 3 clusters Score -2669899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2669901.750000 Penalty: 4979.182129
	Iteration 60F: 3 clusters Score -2669902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2669905.750000 Penalty: 4979.182129
	Iteration 61Q: 3 clusters Score -2669906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2669904.000000 Penalty: 4979.182129
	Iteration 62Q: 3 clusters Score -2669904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2669906.750000 Penalty: 4979.182129
	Iteration 63Q: 3 clusters Score -2669907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2669914.500000 Penalty: 4979.182129
	Iteration 64Q: 3 clusters Score -2669914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2669922.500000 Penalty: 4979.182129
	Iteration 65Q: 3 clusters Score -2669922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2669935.500000 Penalty: 4979.182129
	Iteration 66Q: 3 clusters Score -2669936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2669956.250000 Penalty: 4979.182129
	Iteration 67Q: 3 clusters Score -2669956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2669975.250000 Penalty: 4979.182129
	Iteration 68Q: 3 clusters Score -2669975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2669990.000000 Penalty: 4979.182129
	Iteration 69Q: 3 clusters Score -2669990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2669997.750000 Penalty: 4979.182129
	Iteration 70Q: 3 clusters Score -2669998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2670014.000000 Penalty: 4979.182129
	Iteration 71Q: 3 clusters Score -2670014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2670025.750000 Penalty: 4979.182129
	Iteration 72Q: 3 clusters Score -2670026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2670043.750000 Penalty: 4979.182129
	Iteration 73Q: 3 clusters Score -2670044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2670046.000000 Penalty: 4979.182129
	Iteration 74Q: 3 clusters Score -2670046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2670071.500000 Penalty: 4979.182129
	Iteration 75Q: 3 clusters Score -2670072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2670102.500000 Penalty: 4979.182129
	Iteration 76Q: 3 clusters Score -2670102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2670122.750000 Penalty: 4979.182129
	Iteration 77Q: 3 clusters Score -2670123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2670133.500000 Penalty: 4979.182129
	Iteration 78Q: 3 clusters Score -2670134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2670141.500000 Penalty: 4979.182129
	Iteration 79Q: 3 clusters Score -2670142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2670150.250000 Penalty: 4979.182129
	Iteration 80F: 3 clusters Score -2670150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2670157.750000 Penalty: 4979.182129
	Iteration 81Q: 3 clusters Score -2670158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2670154.250000 Penalty: 4979.182129
	Iteration 82Q: 3 clusters Score -2670154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2670154.250000 Penalty: 4979.182129
	Iteration 83Q: 3 clusters Score -2670154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2670152.750000 Penalty: 4979.182129
	Iteration 84Q: 3 clusters Score -2670153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2670156.000000 Penalty: 4979.182129
	Iteration 85Q: 3 clusters Score -2670156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2670157.500000 Penalty: 4979.182129
	Iteration 86Q: 3 clusters Score -2670158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2670158.000000 Penalty: 4979.182129
	Iteration 87Q: 3 clusters Score -2670158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2670163.000000 Penalty: 4979.182129
	Iteration 88Q: 3 clusters Score -2670163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2670172.750000 Penalty: 4979.182129
	Iteration 89Q: 3 clusters Score -2670173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2670177.250000 Penalty: 4979.182129
	Iteration 90Q: 3 clusters Score -2670177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2670180.750000 Penalty: 4979.182129
	Iteration 91Q: 3 clusters Score -2670181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2670189.500000 Penalty: 4979.182129
	Iteration 92Q: 3 clusters Score -2670190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2670190.250000 Penalty: 4979.182129
	Iteration 93Q: 3 clusters Score -2670190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2670190.750000 Penalty: 4979.182129
	Iteration 94Q: 3 clusters Score -2670191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2670194.500000 Penalty: 4979.182129
	Iteration 95Q: 3 clusters Score -2670194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2670200.750000 Penalty: 4979.182129
	Iteration 96Q: 3 clusters Score -2670201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2670203.500000 Penalty: 4979.182129
	Iteration 97Q: 3 clusters Score -2670204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2670205.000000 Penalty: 4979.182129
	Iteration 98Q: 3 clusters Score -2670205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2670210.000000 Penalty: 4979.182129
	Iteration 99Q: 3 clusters Score -2670210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2670209.250000 Penalty: 4979.182129
	Iteration 100F: 3 clusters Score -2670209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2670215.750000 Penalty: 4979.182129
	Iteration 101Q: 3 clusters Score -2670216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2670216.250000 Penalty: 4979.182129
	Iteration 102Q: 3 clusters Score -2670216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2670219.500000 Penalty: 4979.182129
	Iteration 103Q: 3 clusters Score -2670220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2670217.500000 Penalty: 4979.182129
	Iteration 104Q: 3 clusters Score -2670218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2670219.750000 Penalty: 4979.182129
	Iteration 105Q: 3 clusters Score -2670220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2670221.500000 Penalty: 4979.182129
	Iteration 106Q: 3 clusters Score -2670222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2670221.500000 Penalty: 4979.182129
	Iteration 107F: 3 clusters Score -2670222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Entering Unmasked Estep 
Score: -1529389.750000 Penalty: 2340.671631
	Iteration 0F: 2 clusters Score -1529390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1520130.750000 Penalty: 4681.343262
	Iteration 0F: 3 clusters Score -1520131 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1523045.875000 Penalty: 4681.343262
	Iteration 1F: 3 clusters Score -1523046 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1523606.750000 Penalty: 4681.343262
	Iteration 2F: 3 clusters Score -1523607 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1524319.625000 Penalty: 4681.343262
	Iteration 3F: 3 clusters Score -1524320 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1525200.750000 Penalty: 4681.343262
	Iteration 4F: 3 clusters Score -1525201 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1525852.750000 Penalty: 4681.343262
	Iteration 5F: 3 clusters Score -1525853 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1526208.250000 Penalty: 4681.343262
	Iteration 6F: 3 clusters Score -1526208 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1526439.625000 Penalty: 4681.343262
	Iteration 7Q: 3 clusters Score -1526440 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1526608.250000 Penalty: 4681.343262
	Iteration 8Q: 3 clusters Score -1526608 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1526758.750000 Penalty: 4681.343262
	Iteration 9Q: 3 clusters Score -1526759 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1526871.000000 Penalty: 4681.343262
	Iteration 10Q: 3 clusters Score -1526871 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1526963.625000 Penalty: 4681.343262
	Iteration 11Q: 3 clusters Score -1526964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1527045.750000 Penalty: 4681.343262
	Iteration 12Q: 3 clusters Score -1527046 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1527117.375000 Penalty: 4681.343262
	Iteration 13Q: 3 clusters Score -1527117 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1527176.875000 Penalty: 4681.343262
	Iteration 14Q: 3 clusters Score -1527177 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1527234.000000 Penalty: 4681.343262
	Iteration 15Q: 3 clusters Score -1527234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1527277.125000 Penalty: 4681.343262
	Iteration 16Q: 3 clusters Score -1527277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1527311.625000 Penalty: 4681.343262
	Iteration 17Q: 3 clusters Score -1527312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1527346.250000 Penalty: 4681.343262
	Iteration 18Q: 3 clusters Score -1527346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1527376.875000 Penalty: 4681.343262
	Iteration 19Q: 3 clusters Score -1527377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1527407.500000 Penalty: 4681.343262
	Iteration 20F: 3 clusters Score -1527408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1527434.500000 Penalty: 4681.343262
	Iteration 21Q: 3 clusters Score -1527434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1527466.250000 Penalty: 4681.343262
	Iteration 22Q: 3 clusters Score -1527466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1527498.000000 Penalty: 4681.343262
	Iteration 23Q: 3 clusters Score -1527498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1527517.625000 Penalty: 4681.343262
	Iteration 24Q: 3 clusters Score -1527518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1527546.750000 Penalty: 4681.343262
	Iteration 25Q: 3 clusters Score -1527547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1527577.375000 Penalty: 4681.343262
	Iteration 26Q: 3 clusters Score -1527577 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1527600.625000 Penalty: 4681.343262
	Iteration 27Q: 3 clusters Score -1527601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1527626.625000 Penalty: 4681.343262
	Iteration 28Q: 3 clusters Score -1527627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1527648.875000 Penalty: 4681.343262
	Iteration 29Q: 3 clusters Score -1527649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1527658.875000 Penalty: 4681.343262
	Iteration 30Q: 3 clusters Score -1527659 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1527677.250000 Penalty: 4681.343262
	Iteration 31Q: 3 clusters Score -1527677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1527690.125000 Penalty: 4681.343262
	Iteration 32Q: 3 clusters Score -1527690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1527706.875000 Penalty: 4681.343262
	Iteration 33Q: 3 clusters Score -1527707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1527726.000000 Penalty: 4681.343262
	Iteration 34Q: 3 clusters Score -1527726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1527746.875000 Penalty: 4681.343262
	Iteration 35Q: 3 clusters Score -1527747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1527770.125000 Penalty: 4681.343262
	Iteration 36Q: 3 clusters Score -1527770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1527803.375000 Penalty: 4681.343262
	Iteration 37Q: 3 clusters Score -1527803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1527821.250000 Penalty: 4681.343262
	Iteration 38Q: 3 clusters Score -1527821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1527860.375000 Penalty: 4681.343262
	Iteration 39Q: 3 clusters Score -1527860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1527901.000000 Penalty: 4681.343262
	Iteration 40F: 3 clusters Score -1527901 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1527938.625000 Penalty: 4681.343262
	Iteration 41Q: 3 clusters Score -1527939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1527994.750000 Penalty: 4681.343262
	Iteration 42Q: 3 clusters Score -1527995 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1528059.375000 Penalty: 4681.343262
	Iteration 43Q: 3 clusters Score -1528059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1528112.625000 Penalty: 4681.343262
	Iteration 44Q: 3 clusters Score -1528113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1528167.750000 Penalty: 4681.343262
	Iteration 45Q: 3 clusters Score -1528168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1528227.250000 Penalty: 4681.343262
	Iteration 46Q: 3 clusters Score -1528227 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1528293.125000 Penalty: 4681.343262
	Iteration 47Q: 3 clusters Score -1528293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1528350.750000 Penalty: 4681.343262
	Iteration 48Q: 3 clusters Score -1528351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1528389.000000 Penalty: 4681.343262
	Iteration 49Q: 3 clusters Score -1528389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1528432.000000 Penalty: 4681.343262
	Iteration 50Q: 3 clusters Score -1528432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1528474.000000 Penalty: 4681.343262
	Iteration 51Q: 3 clusters Score -1528474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1528515.250000 Penalty: 4681.343262
	Iteration 52Q: 3 clusters Score -1528515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1528537.750000 Penalty: 4681.343262
	Iteration 53Q: 3 clusters Score -1528538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1528555.875000 Penalty: 4681.343262
	Iteration 54Q: 3 clusters Score -1528556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1528578.250000 Penalty: 4681.343262
	Iteration 55Q: 3 clusters Score -1528578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1528601.125000 Penalty: 4681.343262
	Iteration 56Q: 3 clusters Score -1528601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1528617.500000 Penalty: 4681.343262
	Iteration 57Q: 3 clusters Score -1528618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1528624.875000 Penalty: 4681.343262
	Iteration 58Q: 3 clusters Score -1528625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1528624.000000 Penalty: 4681.343262
	Iteration 59Q: 3 clusters Score -1528624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1528625.125000 Penalty: 4681.343262
	Iteration 60F: 3 clusters Score -1528625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1528632.750000 Penalty: 4681.343262
	Iteration 61Q: 3 clusters Score -1528633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1528633.250000 Penalty: 4681.343262
	Iteration 62Q: 3 clusters Score -1528633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1528635.125000 Penalty: 4681.343262
	Iteration 63Q: 3 clusters Score -1528635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1528640.125000 Penalty: 4681.343262
	Iteration 64Q: 3 clusters Score -1528640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1528639.250000 Penalty: 4681.343262
	Iteration 65Q: 3 clusters Score -1528639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1528640.875000 Penalty: 4681.343262
	Iteration 66Q: 3 clusters Score -1528641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1528644.625000 Penalty: 4681.343262
	Iteration 67Q: 3 clusters Score -1528645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1528642.875000 Penalty: 4681.343262
	Iteration 68Q: 3 clusters Score -1528643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1528642.250000 Penalty: 4681.343262
	Iteration 69Q: 3 clusters Score -1528642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1528642.000000 Penalty: 4681.343262
	Iteration 70Q: 3 clusters Score -1528642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1528645.625000 Penalty: 4681.343262
	Iteration 71Q: 3 clusters Score -1528646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1528646.625000 Penalty: 4681.343262
	Iteration 72Q: 3 clusters Score -1528647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1528649.375000 Penalty: 4681.343262
	Iteration 73Q: 3 clusters Score -1528649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1528650.000000 Penalty: 4681.343262
	Iteration 74Q: 3 clusters Score -1528650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1528650.000000 Penalty: 4681.343262
	Iteration 75Q: 3 clusters Score -1528650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1528651.375000 Penalty: 4681.343262
	Iteration 76Q: 3 clusters Score -1528651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1528650.000000 Penalty: 4681.343262
	Iteration 77Q: 3 clusters Score -1528650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1528649.875000 Penalty: 4681.343262
	Iteration 78Q: 3 clusters Score -1528650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1528648.625000 Penalty: 4681.343262
	Iteration 79Q: 3 clusters Score -1528649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1528651.750000 Penalty: 4681.343262
	Iteration 80F: 3 clusters Score -1528652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1528651.875000 Penalty: 4681.343262
	Iteration 81Q: 3 clusters Score -1528652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1528655.625000 Penalty: 4681.343262
	Iteration 82Q: 3 clusters Score -1528656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1528658.250000 Penalty: 4681.343262
	Iteration 83Q: 3 clusters Score -1528658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1528657.875000 Penalty: 4681.343262
	Iteration 84Q: 3 clusters Score -1528658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1528660.625000 Penalty: 4681.343262
	Iteration 85Q: 3 clusters Score -1528661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1528659.375000 Penalty: 4681.343262
	Iteration 86Q: 3 clusters Score -1528659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1528659.875000 Penalty: 4681.343262
	Iteration 87Q: 3 clusters Score -1528660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1528660.625000 Penalty: 4681.343262
	Iteration 88Q: 3 clusters Score -1528661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1528661.125000 Penalty: 4681.343262
	Iteration 89Q: 3 clusters Score -1528661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1528661.500000 Penalty: 4681.343262
	Iteration 90Q: 3 clusters Score -1528662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1528661.125000 Penalty: 4681.343262
	Iteration 91Q: 3 clusters Score -1528661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1528661.125000 Penalty: 4681.343262
	Iteration 92F: 3 clusters Score -1528661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Entering Unmasked Estep 
Score: -6467216.000000 Penalty: 2688.206299
	Iteration 0F: 2 clusters Score -6467216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6432794.500000 Penalty: 5376.412598
	Iteration 0F: 3 clusters Score -6432794 nChanged 23557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -6445935.000000 Penalty: 5376.412598
	Iteration 1F: 3 clusters Score -6445935 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6446395.500000 Penalty: 5376.412598
	Iteration 2Q: 3 clusters Score -6446396 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -6446880.000000 Penalty: 5376.412598
	Iteration 3Q: 3 clusters Score -6446880 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6447468.000000 Penalty: 5376.412598
	Iteration 4Q: 3 clusters Score -6447468 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6448100.000000 Penalty: 5376.412598
	Iteration 5Q: 3 clusters Score -6448100 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -6449024.000000 Penalty: 5376.412598
	Iteration 6Q: 3 clusters Score -6449024 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6450352.500000 Penalty: 5376.412598
	Iteration 7Q: 3 clusters Score -6450352 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6452161.500000 Penalty: 5376.412598
	Iteration 8F: 3 clusters Score -6452162 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -6454593.500000 Penalty: 5376.412598
	Iteration 9F: 3 clusters Score -6454594 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6457108.500000 Penalty: 5376.412598
	Iteration 10F: 3 clusters Score -6457108 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -6459034.000000 Penalty: 5376.412598
	Iteration 11F: 3 clusters Score -6459034 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6460163.500000 Penalty: 5376.412598
	Iteration 12Q: 3 clusters Score -6460164 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6460895.000000 Penalty: 5376.412598
	Iteration 13Q: 3 clusters Score -6460895 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -6461404.000000 Penalty: 5376.412598
	Iteration 14Q: 3 clusters Score -6461404 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -6461900.500000 Penalty: 5376.412598
	Iteration 15Q: 3 clusters Score -6461900 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6462258.000000 Penalty: 5376.412598
	Iteration 16Q: 3 clusters Score -6462258 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -6462620.500000 Penalty: 5376.412598
	Iteration 17Q: 3 clusters Score -6462620 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6462987.500000 Penalty: 5376.412598
	Iteration 18Q: 3 clusters Score -6462988 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6463271.000000 Penalty: 5376.412598
	Iteration 19Q: 3 clusters Score -6463271 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6463483.000000 Penalty: 5376.412598
	Iteration 20F: 3 clusters Score -6463483 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6463661.500000 Penalty: 5376.412598
	Iteration 21Q: 3 clusters Score -6463662 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6463863.500000 Penalty: 5376.412598
	Iteration 22Q: 3 clusters Score -6463864 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -6464019.000000 Penalty: 5376.412598
	Iteration 23Q: 3 clusters Score -6464019 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6464168.500000 Penalty: 5376.412598
	Iteration 24Q: 3 clusters Score -6464168 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6464272.500000 Penalty: 5376.412598
	Iteration 25Q: 3 clusters Score -6464272 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -6464329.500000 Penalty: 5376.412598
	Iteration 26Q: 3 clusters Score -6464330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -6464425.500000 Penalty: 5376.412598
	Iteration 27Q: 3 clusters Score -6464426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -6464520.000000 Penalty: 5376.412598
	Iteration 28Q: 3 clusters Score -6464520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -6464587.500000 Penalty: 5376.412598
	Iteration 29Q: 3 clusters Score -6464588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6464654.500000 Penalty: 5376.412598
	Iteration 30Q: 3 clusters Score -6464654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6464736.500000 Penalty: 5376.412598
	Iteration 31Q: 3 clusters Score -6464736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -6464773.000000 Penalty: 5376.412598
	Iteration 32Q: 3 clusters Score -6464773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6464815.000000 Penalty: 5376.412598
	Iteration 33Q: 3 clusters Score -6464815 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6464877.500000 Penalty: 5376.412598
	Iteration 34Q: 3 clusters Score -6464878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -6464906.000000 Penalty: 5376.412598
	Iteration 35Q: 3 clusters Score -6464906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -6464941.000000 Penalty: 5376.412598
	Iteration 36Q: 3 clusters Score -6464941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6464959.500000 Penalty: 5376.412598
	Iteration 37Q: 3 clusters Score -6464960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6464979.500000 Penalty: 5376.412598
	Iteration 38Q: 3 clusters Score -6464980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -6464981.500000 Penalty: 5376.412598
	Iteration 39Q: 3 clusters Score -6464982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6464987.500000 Penalty: 5376.412598
	Iteration 40F: 3 clusters Score -6464988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6464986.000000 Penalty: 5376.412598
	Iteration 41Q: 3 clusters Score -6464986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -6464986.000000 Penalty: 5376.412598
	Iteration 42Q: 3 clusters Score -6464986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -6464986.000000 Penalty: 5376.412598
	Iteration 43Q: 3 clusters Score -6464986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6464986.000000 Penalty: 5376.412598
	Iteration 44Q: 3 clusters Score -6464986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -6464995.000000 Penalty: 5376.412598
	Iteration 45Q: 3 clusters Score -6464995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6465000.000000 Penalty: 5376.412598
	Iteration 46Q: 3 clusters Score -6465000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -6464998.000000 Penalty: 5376.412598
	Iteration 47Q: 3 clusters Score -6464998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -6464991.500000 Penalty: 5376.412598
	Iteration 48Q: 3 clusters Score -6464992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6465000.000000 Penalty: 5376.412598
	Iteration 49Q: 3 clusters Score -6465000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6464999.000000 Penalty: 5376.412598
	Iteration 50Q: 3 clusters Score -6464999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6464999.500000 Penalty: 5376.412598
	Iteration 51Q: 3 clusters Score -6465000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6465003.500000 Penalty: 5376.412598
	Iteration 52Q: 3 clusters Score -6465004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6465007.000000 Penalty: 5376.412598
	Iteration 53Q: 3 clusters Score -6465007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6465012.500000 Penalty: 5376.412598
	Iteration 54Q: 3 clusters Score -6465012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6465009.500000 Penalty: 5376.412598
	Iteration 55Q: 3 clusters Score -6465010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6465009.000000 Penalty: 5376.412598
	Iteration 56Q: 3 clusters Score -6465009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -6465011.500000 Penalty: 5376.412598
	Iteration 57Q: 3 clusters Score -6465012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -6465008.500000 Penalty: 5376.412598
	Iteration 58Q: 3 clusters Score -6465008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -6465008.500000 Penalty: 5376.412598
	Iteration 59Q: 3 clusters Score -6465008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -6465011.000000 Penalty: 5376.412598
	Iteration 60F: 3 clusters Score -6465011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6465012.000000 Penalty: 5376.412598
	Iteration 61Q: 3 clusters Score -6465012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -6465025.000000 Penalty: 5376.412598
	Iteration 62Q: 3 clusters Score -6465025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -6465018.500000 Penalty: 5376.412598
	Iteration 63Q: 3 clusters Score -6465018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6465021.000000 Penalty: 5376.412598
	Iteration 64Q: 3 clusters Score -6465021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6465021.000000 Penalty: 5376.412598
	Iteration 65F: 3 clusters Score -6465021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -191106.140625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -191106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -188683.515625 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -188683.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189132.406250 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -189132.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189277.609375 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -189277.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189366.875000 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -189366.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189431.265625 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -189431.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -189472.421875 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -189472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189503.656250 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -189503.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189521.750000 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -189521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189541.140625 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -189541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189557.859375 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -189557.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189572.859375 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -189572.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189581.078125 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -189581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189590.468750 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -189590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189599.453125 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -189599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189607.875000 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -189607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189615.375000 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -189615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -189620.125000 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -189620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189624.109375 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -189624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -189628.500000 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -189628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189628.718750 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -189628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189628.718750 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -189628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -39082.304688 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -39082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37727.847656 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -37727.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37898.972656 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -37898.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37961.031250 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -37961.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38007.382812 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -38007.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38050.222656 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -38050.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38096.417969 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -38096.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38116.222656 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -38116.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38136.000000 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -38136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38169.148438 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -38169.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38303.503906 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -38303.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38425.656250 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -38425.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38492.335938 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -38492.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38544.035156 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -38544.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38587.617188 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -38587.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38614.496094 Penalty: 2982.802734
	Iteration 14Q: 3 clusters Score -38614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38626.343750 Penalty: 2982.802734
	Iteration 15Q: 3 clusters Score -38626.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38637.089844 Penalty: 2982.802734
	Iteration 16Q: 3 clusters Score -38637.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38646.429688 Penalty: 2982.802734
	Iteration 17Q: 3 clusters Score -38646.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38648.000000 Penalty: 2982.802734
	Iteration 18Q: 3 clusters Score -38648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38653.417969 Penalty: 2982.802734
	Iteration 19Q: 3 clusters Score -38653.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38662.769531 Penalty: 2982.802734
	Iteration 20F: 3 clusters Score -38662.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38670.203125 Penalty: 2982.802734
	Iteration 21Q: 3 clusters Score -38670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38673.296875 Penalty: 2982.802734
	Iteration 22Q: 3 clusters Score -38673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38707.070312 Penalty: 2982.802734
	Iteration 23Q: 3 clusters Score -38707.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38715.882812 Penalty: 2982.802734
	Iteration 24Q: 3 clusters Score -38715.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38717.398438 Penalty: 2982.802734
	Iteration 25Q: 3 clusters Score -38717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38717.398438 Penalty: 2982.802734
	Iteration 26F: 3 clusters Score -38717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Entering Unmasked Estep 
Score: -1931567.125000 Penalty: 2387.547363
	Iteration 0F: 2 clusters Score -1931567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1920595.375000 Penalty: 4775.094727
	Iteration 0F: 3 clusters Score -1920595 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1924012.625000 Penalty: 4775.094727
	Iteration 1F: 3 clusters Score -1924013 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1924403.500000 Penalty: 4775.094727
	Iteration 2F: 3 clusters Score -1924404 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1924788.625000 Penalty: 4775.094727
	Iteration 3Q: 3 clusters Score -1924789 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1925240.875000 Penalty: 4775.094727
	Iteration 4Q: 3 clusters Score -1925241 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1925851.000000 Penalty: 4775.094727
	Iteration 5Q: 3 clusters Score -1925851 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1926556.125000 Penalty: 4775.094727
	Iteration 6F: 3 clusters Score -1926556 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1927295.250000 Penalty: 4775.094727
	Iteration 7F: 3 clusters Score -1927295 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1928022.125000 Penalty: 4775.094727
	Iteration 8F: 3 clusters Score -1928022 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1928620.750000 Penalty: 4775.094727
	Iteration 9F: 3 clusters Score -1928621 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1929114.250000 Penalty: 4775.094727
	Iteration 10F: 3 clusters Score -1929114 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1929534.000000 Penalty: 4775.094727
	Iteration 11Q: 3 clusters Score -1929534 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1929866.500000 Penalty: 4775.094727
	Iteration 12Q: 3 clusters Score -1929866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1930135.875000 Penalty: 4775.094727
	Iteration 13Q: 3 clusters Score -1930136 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1930367.375000 Penalty: 4775.094727
	Iteration 14Q: 3 clusters Score -1930367 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1930568.500000 Penalty: 4775.094727
	Iteration 15Q: 3 clusters Score -1930568 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1930738.000000 Penalty: 4775.094727
	Iteration 16Q: 3 clusters Score -1930738 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1930880.625000 Penalty: 4775.094727
	Iteration 17Q: 3 clusters Score -1930881 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1931005.375000 Penalty: 4775.094727
	Iteration 18Q: 3 clusters Score -1931005 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1931106.375000 Penalty: 4775.094727
	Iteration 19Q: 3 clusters Score -1931106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1931174.750000 Penalty: 4775.094727
	Iteration 20F: 3 clusters Score -1931175 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1931215.750000 Penalty: 4775.094727
	Iteration 21Q: 3 clusters Score -1931216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1931252.750000 Penalty: 4775.094727
	Iteration 22Q: 3 clusters Score -1931253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1931274.750000 Penalty: 4775.094727
	Iteration 23Q: 3 clusters Score -1931275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1931290.500000 Penalty: 4775.094727
	Iteration 24Q: 3 clusters Score -1931290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1931300.250000 Penalty: 4775.094727
	Iteration 25Q: 3 clusters Score -1931300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1931306.875000 Penalty: 4775.094727
	Iteration 26Q: 3 clusters Score -1931307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1931317.125000 Penalty: 4775.094727
	Iteration 27Q: 3 clusters Score -1931317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1931327.000000 Penalty: 4775.094727
	Iteration 28Q: 3 clusters Score -1931327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1931332.125000 Penalty: 4775.094727
	Iteration 29Q: 3 clusters Score -1931332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1931345.250000 Penalty: 4775.094727
	Iteration 30Q: 3 clusters Score -1931345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1931344.750000 Penalty: 4775.094727
	Iteration 31Q: 3 clusters Score -1931345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1931343.250000 Penalty: 4775.094727
	Iteration 32Q: 3 clusters Score -1931343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1931349.000000 Penalty: 4775.094727
	Iteration 33Q: 3 clusters Score -1931349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1931350.625000 Penalty: 4775.094727
	Iteration 34Q: 3 clusters Score -1931351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1931350.375000 Penalty: 4775.094727
	Iteration 35Q: 3 clusters Score -1931350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1931349.875000 Penalty: 4775.094727
	Iteration 36Q: 3 clusters Score -1931350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1931352.125000 Penalty: 4775.094727
	Iteration 37Q: 3 clusters Score -1931352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1931354.625000 Penalty: 4775.094727
	Iteration 38Q: 3 clusters Score -1931355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1931355.625000 Penalty: 4775.094727
	Iteration 39Q: 3 clusters Score -1931356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1931353.125000 Penalty: 4775.094727
	Iteration 40F: 3 clusters Score -1931353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1931351.000000 Penalty: 4775.094727
	Iteration 41Q: 3 clusters Score -1931351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1931353.000000 Penalty: 4775.094727
	Iteration 42Q: 3 clusters Score -1931353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1931354.500000 Penalty: 4775.094727
	Iteration 43Q: 3 clusters Score -1931354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1931356.875000 Penalty: 4775.094727
	Iteration 44Q: 3 clusters Score -1931357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1931355.500000 Penalty: 4775.094727
	Iteration 45Q: 3 clusters Score -1931356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1931355.500000 Penalty: 4775.094727
	Iteration 46F: 3 clusters Score -1931356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Entering Unmasked Estep 
Score: -22207218.000000 Penalty: 2998.258545
	Iteration 0F: 2 clusters Score -2.220722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -22088560.000000 Penalty: 5996.517090
	Iteration 0F: 3 clusters Score -2.208856e+07 nChanged 85541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -22138182.000000 Penalty: 5996.517090
	Iteration 1F: 3 clusters Score -2.213818e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -22139602.000000 Penalty: 5996.517090
	Iteration 2Q: 3 clusters Score -2.21396e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -22141484.000000 Penalty: 5996.517090
	Iteration 3Q: 3 clusters Score -2.214148e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -22144578.000000 Penalty: 5996.517090
	Iteration 4Q: 3 clusters Score -2.214458e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -22149804.000000 Penalty: 5996.517090
	Iteration 5F: 3 clusters Score -2.21498e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -22157534.000000 Penalty: 5996.517090
	Iteration 6F: 3 clusters Score -2.215753e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -22168144.000000 Penalty: 5996.517090
	Iteration 7F: 3 clusters Score -2.216814e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -22178926.000000 Penalty: 5996.517090
	Iteration 8F: 3 clusters Score -2.217893e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -22187136.000000 Penalty: 5996.517090
	Iteration 9F: 3 clusters Score -2.218714e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -22192530.000000 Penalty: 5996.517090
	Iteration 10Q: 3 clusters Score -2.219253e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -22195386.000000 Penalty: 5996.517090
	Iteration 11Q: 3 clusters Score -2.219539e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -22197406.000000 Penalty: 5996.517090
	Iteration 12Q: 3 clusters Score -2.219741e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -22198862.000000 Penalty: 5996.517090
	Iteration 13Q: 3 clusters Score -2.219886e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -22199874.000000 Penalty: 5996.517090
	Iteration 14Q: 3 clusters Score -2.219987e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167960 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -22200888.000000 Penalty: 5996.517090
	Iteration 15Q: 3 clusters Score -2.220089e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -22201802.000000 Penalty: 5996.517090
	Iteration 16Q: 3 clusters Score -2.22018e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -22202576.000000 Penalty: 5996.517090
	Iteration 17Q: 3 clusters Score -2.220258e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -22203102.000000 Penalty: 5996.517090
	Iteration 18Q: 3 clusters Score -2.22031e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -22203550.000000 Penalty: 5996.517090
	Iteration 19Q: 3 clusters Score -2.220355e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172135 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -22203852.000000 Penalty: 5996.517090
	Iteration 20F: 3 clusters Score -2.220385e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -22204050.000000 Penalty: 5996.517090
	Iteration 21Q: 3 clusters Score -2.220405e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -22204256.000000 Penalty: 5996.517090
	Iteration 22Q: 3 clusters Score -2.220426e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22204384.000000 Penalty: 5996.517090
	Iteration 23Q: 3 clusters Score -2.220438e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173460 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -22204584.000000 Penalty: 5996.517090
	Iteration 24Q: 3 clusters Score -2.220458e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -22204678.000000 Penalty: 5996.517090
	Iteration 25Q: 3 clusters Score -2.220468e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22204796.000000 Penalty: 5996.517090
	Iteration 26Q: 3 clusters Score -2.22048e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174051 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -22204870.000000 Penalty: 5996.517090
	Iteration 27Q: 3 clusters Score -2.220487e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22204932.000000 Penalty: 5996.517090
	Iteration 28Q: 3 clusters Score -2.220493e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -22204986.000000 Penalty: 5996.517090
	Iteration 29Q: 3 clusters Score -2.220499e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174446 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -22205012.000000 Penalty: 5996.517090
	Iteration 30Q: 3 clusters Score -2.220501e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174552 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -22205102.000000 Penalty: 5996.517090
	Iteration 31Q: 3 clusters Score -2.22051e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -22205108.000000 Penalty: 5996.517090
	Iteration 32Q: 3 clusters Score -2.220511e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -22205152.000000 Penalty: 5996.517090
	Iteration 33Q: 3 clusters Score -2.220515e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22205184.000000 Penalty: 5996.517090
	Iteration 34Q: 3 clusters Score -2.220518e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174840 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -22205238.000000 Penalty: 5996.517090
	Iteration 35Q: 3 clusters Score -2.220524e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174906 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22205294.000000 Penalty: 5996.517090
	Iteration 36Q: 3 clusters Score -2.220529e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -22205286.000000 Penalty: 5996.517090
	Iteration 37Q: 3 clusters Score -2.220529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -22205350.000000 Penalty: 5996.517090
	Iteration 38Q: 3 clusters Score -2.220535e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175091 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22205368.000000 Penalty: 5996.517090
	Iteration 39Q: 3 clusters Score -2.220537e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -22205366.000000 Penalty: 5996.517090
	Iteration 40F: 3 clusters Score -2.220537e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -22205382.000000 Penalty: 5996.517090
	Iteration 41Q: 3 clusters Score -2.220538e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22205408.000000 Penalty: 5996.517090
	Iteration 42Q: 3 clusters Score -2.220541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175274 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22205440.000000 Penalty: 5996.517090
	Iteration 43Q: 3 clusters Score -2.220544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175303 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 44Q: 3 clusters Score -2.220542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175331 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 45Q: 3 clusters Score -2.220544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22205420.000000 Penalty: 5996.517090
	Iteration 46Q: 3 clusters Score -2.220542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175360 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22205430.000000 Penalty: 5996.517090
	Iteration 47Q: 3 clusters Score -2.220543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22205428.000000 Penalty: 5996.517090
	Iteration 48Q: 3 clusters Score -2.220543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 49Q: 3 clusters Score -2.220542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -22205414.000000 Penalty: 5996.517090
	Iteration 50Q: 3 clusters Score -2.220541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22205454.000000 Penalty: 5996.517090
	Iteration 51Q: 3 clusters Score -2.220545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 52Q: 3 clusters Score -2.220542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175412 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -22205428.000000 Penalty: 5996.517090
	Iteration 53Q: 3 clusters Score -2.220543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175423 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 54Q: 3 clusters Score -2.220544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 55Q: 3 clusters Score -2.220542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -22205418.000000 Penalty: 5996.517090
	Iteration 56Q: 3 clusters Score -2.220542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22205422.000000 Penalty: 5996.517090
	Iteration 57Q: 3 clusters Score -2.220542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175456 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -22205444.000000 Penalty: 5996.517090
	Iteration 58Q: 3 clusters Score -2.220544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22205442.000000 Penalty: 5996.517090
	Iteration 59Q: 3 clusters Score -2.220544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -22205424.000000 Penalty: 5996.517090
	Iteration 60F: 3 clusters Score -2.220542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -22205432.000000 Penalty: 5996.517090
	Iteration 61Q: 3 clusters Score -2.220543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175472 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 62Q: 3 clusters Score -2.220544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -22205436.000000 Penalty: 5996.517090
	Iteration 63Q: 3 clusters Score -2.220544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -22205426.000000 Penalty: 5996.517090
	Iteration 64Q: 3 clusters Score -2.220543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -22205426.000000 Penalty: 5996.517090
	Iteration 65F: 3 clusters Score -2.220543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Entering Unmasked Estep 
Score: -2169066.250000 Penalty: 2422.509277
	Iteration 0F: 2 clusters Score -2169066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2156612.750000 Penalty: 4845.018555
	Iteration 0F: 3 clusters Score -2156613 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2160724.000000 Penalty: 4845.018555
	Iteration 1F: 3 clusters Score -2160724 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2161364.750000 Penalty: 4845.018555
	Iteration 2F: 3 clusters Score -2161365 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2162140.000000 Penalty: 4845.018555
	Iteration 3F: 3 clusters Score -2162140 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2163197.000000 Penalty: 4845.018555
	Iteration 4F: 3 clusters Score -2163197 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2164427.750000 Penalty: 4845.018555
	Iteration 5F: 3 clusters Score -2164428 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2165518.750000 Penalty: 4845.018555
	Iteration 6F: 3 clusters Score -2165519 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2166213.750000 Penalty: 4845.018555
	Iteration 7F: 3 clusters Score -2166214 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2166590.500000 Penalty: 4845.018555
	Iteration 8Q: 3 clusters Score -2166590 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2166802.500000 Penalty: 4845.018555
	Iteration 9Q: 3 clusters Score -2166802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2166941.000000 Penalty: 4845.018555
	Iteration 10Q: 3 clusters Score -2166941 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2167019.250000 Penalty: 4845.018555
	Iteration 11Q: 3 clusters Score -2167019 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2167080.750000 Penalty: 4845.018555
	Iteration 12Q: 3 clusters Score -2167081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2167125.750000 Penalty: 4845.018555
	Iteration 13Q: 3 clusters Score -2167126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2167167.000000 Penalty: 4845.018555
	Iteration 14Q: 3 clusters Score -2167167 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2167187.250000 Penalty: 4845.018555
	Iteration 15Q: 3 clusters Score -2167187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2167209.000000 Penalty: 4845.018555
	Iteration 16Q: 3 clusters Score -2167209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2167230.500000 Penalty: 4845.018555
	Iteration 17Q: 3 clusters Score -2167230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2167244.250000 Penalty: 4845.018555
	Iteration 18Q: 3 clusters Score -2167244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2167257.250000 Penalty: 4845.018555
	Iteration 19Q: 3 clusters Score -2167257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2167266.250000 Penalty: 4845.018555
	Iteration 20F: 3 clusters Score -2167266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2167274.250000 Penalty: 4845.018555
	Iteration 21Q: 3 clusters Score -2167274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2167279.750000 Penalty: 4845.018555
	Iteration 22Q: 3 clusters Score -2167280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2167286.500000 Penalty: 4845.018555
	Iteration 23Q: 3 clusters Score -2167286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2167299.250000 Penalty: 4845.018555
	Iteration 24Q: 3 clusters Score -2167299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2167310.000000 Penalty: 4845.018555
	Iteration 25Q: 3 clusters Score -2167310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2167312.250000 Penalty: 4845.018555
	Iteration 26Q: 3 clusters Score -2167312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2167325.500000 Penalty: 4845.018555
	Iteration 27Q: 3 clusters Score -2167326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2167326.750000 Penalty: 4845.018555
	Iteration 28Q: 3 clusters Score -2167327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2167338.000000 Penalty: 4845.018555
	Iteration 29Q: 3 clusters Score -2167338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2167337.750000 Penalty: 4845.018555
	Iteration 30Q: 3 clusters Score -2167338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2167344.250000 Penalty: 4845.018555
	Iteration 31Q: 3 clusters Score -2167344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2167354.500000 Penalty: 4845.018555
	Iteration 32Q: 3 clusters Score -2167354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2167363.750000 Penalty: 4845.018555
	Iteration 33Q: 3 clusters Score -2167364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2167370.500000 Penalty: 4845.018555
	Iteration 34Q: 3 clusters Score -2167370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2167383.750000 Penalty: 4845.018555
	Iteration 35Q: 3 clusters Score -2167384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2167385.500000 Penalty: 4845.018555
	Iteration 36Q: 3 clusters Score -2167386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2167398.000000 Penalty: 4845.018555
	Iteration 37Q: 3 clusters Score -2167398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2167409.000000 Penalty: 4845.018555
	Iteration 38Q: 3 clusters Score -2167409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2167415.000000 Penalty: 4845.018555
	Iteration 39Q: 3 clusters Score -2167415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2167425.750000 Penalty: 4845.018555
	Iteration 40F: 3 clusters Score -2167426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2167432.250000 Penalty: 4845.018555
	Iteration 41Q: 3 clusters Score -2167432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2167438.250000 Penalty: 4845.018555
	Iteration 42Q: 3 clusters Score -2167438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2167445.250000 Penalty: 4845.018555
	Iteration 43Q: 3 clusters Score -2167445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2167439.750000 Penalty: 4845.018555
	Iteration 44Q: 3 clusters Score -2167440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2167445.500000 Penalty: 4845.018555
	Iteration 45Q: 3 clusters Score -2167446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2167456.750000 Penalty: 4845.018555
	Iteration 46Q: 3 clusters Score -2167457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2167464.250000 Penalty: 4845.018555
	Iteration 47Q: 3 clusters Score -2167464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2167470.750000 Penalty: 4845.018555
	Iteration 48Q: 3 clusters Score -2167471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2167481.250000 Penalty: 4845.018555
	Iteration 49Q: 3 clusters Score -2167481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2167487.500000 Penalty: 4845.018555
	Iteration 50Q: 3 clusters Score -2167488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2167496.250000 Penalty: 4845.018555
	Iteration 51Q: 3 clusters Score -2167496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2167499.500000 Penalty: 4845.018555
	Iteration 52Q: 3 clusters Score -2167500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2167505.250000 Penalty: 4845.018555
	Iteration 53Q: 3 clusters Score -2167505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2167514.500000 Penalty: 4845.018555
	Iteration 54Q: 3 clusters Score -2167514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2167519.750000 Penalty: 4845.018555
	Iteration 55Q: 3 clusters Score -2167520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2167521.750000 Penalty: 4845.018555
	Iteration 56Q: 3 clusters Score -2167522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2167529.750000 Penalty: 4845.018555
	Iteration 57Q: 3 clusters Score -2167530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2167533.500000 Penalty: 4845.018555
	Iteration 58Q: 3 clusters Score -2167534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2167542.500000 Penalty: 4845.018555
	Iteration 59Q: 3 clusters Score -2167542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2167542.000000 Penalty: 4845.018555
	Iteration 60F: 3 clusters Score -2167542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2167548.750000 Penalty: 4845.018555
	Iteration 61Q: 3 clusters Score -2167549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2167555.500000 Penalty: 4845.018555
	Iteration 62Q: 3 clusters Score -2167556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2167560.500000 Penalty: 4845.018555
	Iteration 63Q: 3 clusters Score -2167560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2167571.750000 Penalty: 4845.018555
	Iteration 64Q: 3 clusters Score -2167572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2167577.750000 Penalty: 4845.018555
	Iteration 65Q: 3 clusters Score -2167578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2167584.750000 Penalty: 4845.018555
	Iteration 66Q: 3 clusters Score -2167585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2167588.750000 Penalty: 4845.018555
	Iteration 67Q: 3 clusters Score -2167589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2167596.250000 Penalty: 4845.018555
	Iteration 68Q: 3 clusters Score -2167596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2167603.000000 Penalty: 4845.018555
	Iteration 69Q: 3 clusters Score -2167603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2167604.750000 Penalty: 4845.018555
	Iteration 70Q: 3 clusters Score -2167605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2167610.500000 Penalty: 4845.018555
	Iteration 71Q: 3 clusters Score -2167610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2167614.750000 Penalty: 4845.018555
	Iteration 72Q: 3 clusters Score -2167615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2167617.500000 Penalty: 4845.018555
	Iteration 73Q: 3 clusters Score -2167618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2167625.250000 Penalty: 4845.018555
	Iteration 74Q: 3 clusters Score -2167625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2167624.250000 Penalty: 4845.018555
	Iteration 75Q: 3 clusters Score -2167624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2167622.750000 Penalty: 4845.018555
	Iteration 76Q: 3 clusters Score -2167623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2167629.500000 Penalty: 4845.018555
	Iteration 77Q: 3 clusters Score -2167630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2167637.500000 Penalty: 4845.018555
	Iteration 78Q: 3 clusters Score -2167638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2167645.750000 Penalty: 4845.018555
	Iteration 79Q: 3 clusters Score -2167646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2167658.000000 Penalty: 4845.018555
	Iteration 80F: 3 clusters Score -2167658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2167656.500000 Penalty: 4845.018555
	Iteration 81Q: 3 clusters Score -2167656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2167666.250000 Penalty: 4845.018555
	Iteration 82Q: 3 clusters Score -2167666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2167673.500000 Penalty: 4845.018555
	Iteration 83Q: 3 clusters Score -2167674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2167684.500000 Penalty: 4845.018555
	Iteration 84Q: 3 clusters Score -2167684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2167695.500000 Penalty: 4845.018555
	Iteration 85Q: 3 clusters Score -2167696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2167692.250000 Penalty: 4845.018555
	Iteration 86Q: 3 clusters Score -2167692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2167699.250000 Penalty: 4845.018555
	Iteration 87Q: 3 clusters Score -2167699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2167711.000000 Penalty: 4845.018555
	Iteration 88Q: 3 clusters Score -2167711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2167713.000000 Penalty: 4845.018555
	Iteration 89Q: 3 clusters Score -2167713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2167725.000000 Penalty: 4845.018555
	Iteration 90Q: 3 clusters Score -2167725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2167728.000000 Penalty: 4845.018555
	Iteration 91Q: 3 clusters Score -2167728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2167738.500000 Penalty: 4845.018555
	Iteration 92Q: 3 clusters Score -2167738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2167738.500000 Penalty: 4845.018555
	Iteration 93Q: 3 clusters Score -2167738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2167747.750000 Penalty: 4845.018555
	Iteration 94Q: 3 clusters Score -2167748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2167765.000000 Penalty: 4845.018555
	Iteration 95Q: 3 clusters Score -2167765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2167775.750000 Penalty: 4845.018555
	Iteration 96Q: 3 clusters Score -2167776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2167787.000000 Penalty: 4845.018555
	Iteration 97Q: 3 clusters Score -2167787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2167796.000000 Penalty: 4845.018555
	Iteration 98Q: 3 clusters Score -2167796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2167811.250000 Penalty: 4845.018555
	Iteration 99Q: 3 clusters Score -2167811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2167827.000000 Penalty: 4845.018555
	Iteration 100F: 3 clusters Score -2167827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2167835.250000 Penalty: 4845.018555
	Iteration 101Q: 3 clusters Score -2167835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2167850.250000 Penalty: 4845.018555
	Iteration 102Q: 3 clusters Score -2167850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2167869.250000 Penalty: 4845.018555
	Iteration 103Q: 3 clusters Score -2167869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2167871.500000 Penalty: 4845.018555
	Iteration 104Q: 3 clusters Score -2167872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2167874.250000 Penalty: 4845.018555
	Iteration 105Q: 3 clusters Score -2167874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2167885.500000 Penalty: 4845.018555
	Iteration 106Q: 3 clusters Score -2167886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2167899.750000 Penalty: 4845.018555
	Iteration 107Q: 3 clusters Score -2167900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2167899.000000 Penalty: 4845.018555
	Iteration 108Q: 3 clusters Score -2167899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2167896.000000 Penalty: 4845.018555
	Iteration 109Q: 3 clusters Score -2167896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2167903.500000 Penalty: 4845.018555
	Iteration 110Q: 3 clusters Score -2167904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2167907.750000 Penalty: 4845.018555
	Iteration 111Q: 3 clusters Score -2167908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2167917.750000 Penalty: 4845.018555
	Iteration 112Q: 3 clusters Score -2167918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2167917.000000 Penalty: 4845.018555
	Iteration 113Q: 3 clusters Score -2167917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2167917.500000 Penalty: 4845.018555
	Iteration 114Q: 3 clusters Score -2167918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2167914.500000 Penalty: 4845.018555
	Iteration 115Q: 3 clusters Score -2167914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2167915.000000 Penalty: 4845.018555
	Iteration 116Q: 3 clusters Score -2167915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2167917.000000 Penalty: 4845.018555
	Iteration 117Q: 3 clusters Score -2167917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2167922.000000 Penalty: 4845.018555
	Iteration 118Q: 3 clusters Score -2167922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 4845.018555
	Iteration 119Q: 3 clusters Score -2167924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2167924.750000 Penalty: 4845.018555
	Iteration 120F: 3 clusters Score -2167925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2167927.250000 Penalty: 4845.018555
	Iteration 121Q: 3 clusters Score -2167927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2167926.250000 Penalty: 4845.018555
	Iteration 122Q: 3 clusters Score -2167926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2167929.750000 Penalty: 4845.018555
	Iteration 123Q: 3 clusters Score -2167930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2167931.750000 Penalty: 4845.018555
	Iteration 124Q: 3 clusters Score -2167932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2167929.500000 Penalty: 4845.018555
	Iteration 125Q: 3 clusters Score -2167930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2167931.250000 Penalty: 4845.018555
	Iteration 126Q: 3 clusters Score -2167931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2167931.250000 Penalty: 4845.018555
	Iteration 127Q: 3 clusters Score -2167931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2167931.250000 Penalty: 4845.018555
	Iteration 128Q: 3 clusters Score -2167931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2167933.500000 Penalty: 4845.018555
	Iteration 129Q: 3 clusters Score -2167934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2167935.250000 Penalty: 4845.018555
	Iteration 130Q: 3 clusters Score -2167935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2167936.500000 Penalty: 4845.018555
	Iteration 131Q: 3 clusters Score -2167936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2167935.000000 Penalty: 4845.018555
	Iteration 132Q: 3 clusters Score -2167935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2167935.000000 Penalty: 4845.018555
	Iteration 133F: 3 clusters Score -2167935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Entering Unmasked Estep 
Score: -4837224.500000 Penalty: 2621.260010
	Iteration 0F: 2 clusters Score -4837224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4810993.500000 Penalty: 5242.520020
	Iteration 0F: 3 clusters Score -4810994 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4820613.500000 Penalty: 5242.520020
	Iteration 1F: 3 clusters Score -4820614 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4821122.500000 Penalty: 5242.520020
	Iteration 2Q: 3 clusters Score -4821122 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4821600.500000 Penalty: 5242.520020
	Iteration 3Q: 3 clusters Score -4821600 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4822137.000000 Penalty: 5242.520020
	Iteration 4Q: 3 clusters Score -4822137 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4822800.500000 Penalty: 5242.520020
	Iteration 5Q: 3 clusters Score -4822800 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4823514.500000 Penalty: 5242.520020
	Iteration 6Q: 3 clusters Score -4823514 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4824422.000000 Penalty: 5242.520020
	Iteration 7Q: 3 clusters Score -4824422 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -4825548.500000 Penalty: 5242.520020
	Iteration 8F: 3 clusters Score -4825548 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4826688.500000 Penalty: 5242.520020
	Iteration 9Q: 3 clusters Score -4826688 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4827691.000000 Penalty: 5242.520020
	Iteration 10Q: 3 clusters Score -4827691 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4828503.500000 Penalty: 5242.520020
	Iteration 11Q: 3 clusters Score -4828504 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4829103.500000 Penalty: 5242.520020
	Iteration 12Q: 3 clusters Score -4829104 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4829628.500000 Penalty: 5242.520020
	Iteration 13Q: 3 clusters Score -4829628 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4830101.500000 Penalty: 5242.520020
	Iteration 14Q: 3 clusters Score -4830102 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4830562.500000 Penalty: 5242.520020
	Iteration 15Q: 3 clusters Score -4830562 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -4830988.000000 Penalty: 5242.520020
	Iteration 16Q: 3 clusters Score -4830988 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4831366.000000 Penalty: 5242.520020
	Iteration 17Q: 3 clusters Score -4831366 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4831825.000000 Penalty: 5242.520020
	Iteration 18Q: 3 clusters Score -4831825 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4832261.000000 Penalty: 5242.520020
	Iteration 19Q: 3 clusters Score -4832261 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4832690.500000 Penalty: 5242.520020
	Iteration 20F: 3 clusters Score -4832690 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4833131.000000 Penalty: 5242.520020
	Iteration 21Q: 3 clusters Score -4833131 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4833505.500000 Penalty: 5242.520020
	Iteration 22Q: 3 clusters Score -4833506 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4833839.500000 Penalty: 5242.520020
	Iteration 23Q: 3 clusters Score -4833840 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4834088.500000 Penalty: 5242.520020
	Iteration 24Q: 3 clusters Score -4834088 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4834284.000000 Penalty: 5242.520020
	Iteration 25Q: 3 clusters Score -4834284 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4834441.000000 Penalty: 5242.520020
	Iteration 26Q: 3 clusters Score -4834441 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4834552.000000 Penalty: 5242.520020
	Iteration 27Q: 3 clusters Score -4834552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4834648.500000 Penalty: 5242.520020
	Iteration 28Q: 3 clusters Score -4834648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4834705.500000 Penalty: 5242.520020
	Iteration 29Q: 3 clusters Score -4834706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -4834762.000000 Penalty: 5242.520020
	Iteration 30Q: 3 clusters Score -4834762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4834804.500000 Penalty: 5242.520020
	Iteration 31Q: 3 clusters Score -4834804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4834836.000000 Penalty: 5242.520020
	Iteration 32Q: 3 clusters Score -4834836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4834894.000000 Penalty: 5242.520020
	Iteration 33Q: 3 clusters Score -4834894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4834924.000000 Penalty: 5242.520020
	Iteration 34Q: 3 clusters Score -4834924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -4834940.500000 Penalty: 5242.520020
	Iteration 35Q: 3 clusters Score -4834940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -4834974.000000 Penalty: 5242.520020
	Iteration 36Q: 3 clusters Score -4834974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4834989.500000 Penalty: 5242.520020
	Iteration 37Q: 3 clusters Score -4834990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4835006.000000 Penalty: 5242.520020
	Iteration 38Q: 3 clusters Score -4835006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4835012.500000 Penalty: 5242.520020
	Iteration 39Q: 3 clusters Score -4835012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4835025.000000 Penalty: 5242.520020
	Iteration 40F: 3 clusters Score -4835025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4835054.000000 Penalty: 5242.520020
	Iteration 41Q: 3 clusters Score -4835054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4835055.500000 Penalty: 5242.520020
	Iteration 42Q: 3 clusters Score -4835056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -4835052.000000 Penalty: 5242.520020
	Iteration 43Q: 3 clusters Score -4835052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4835061.500000 Penalty: 5242.520020
	Iteration 44Q: 3 clusters Score -4835062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4835060.000000 Penalty: 5242.520020
	Iteration 45Q: 3 clusters Score -4835060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4835064.000000 Penalty: 5242.520020
	Iteration 46Q: 3 clusters Score -4835064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4835067.000000 Penalty: 5242.520020
	Iteration 47Q: 3 clusters Score -4835067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4835066.000000 Penalty: 5242.520020
	Iteration 48Q: 3 clusters Score -4835066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4835071.000000 Penalty: 5242.520020
	Iteration 49Q: 3 clusters Score -4835071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -4835073.000000 Penalty: 5242.520020
	Iteration 50Q: 3 clusters Score -4835073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4835073.500000 Penalty: 5242.520020
	Iteration 51Q: 3 clusters Score -4835074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4835074.000000 Penalty: 5242.520020
	Iteration 52Q: 3 clusters Score -4835074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4835074.500000 Penalty: 5242.520020
	Iteration 53Q: 3 clusters Score -4835074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4835074.500000 Penalty: 5242.520020
	Iteration 54F: 3 clusters Score -4835074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1540759.625000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1540760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1531379.125000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1531379 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1534441.125000 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1534441 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1535589.500000 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1535590 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1537362.875000 Penalty: 4690.422852
	Iteration 3F: 3 clusters Score -1537363 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1538982.875000 Penalty: 4690.422852
	Iteration 4F: 3 clusters Score -1538983 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1540019.500000 Penalty: 4690.422852
	Iteration 5F: 3 clusters Score -1540020 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1540675.375000 Penalty: 4690.422852
	Iteration 6F: 3 clusters Score -1540675 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1541153.125000 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1541153 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1541534.125000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1541534 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1541771.750000 Penalty: 4690.422852
	Iteration 9Q: 3 clusters Score -1541772 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1541866.125000 Penalty: 4690.422852
	Iteration 10Q: 3 clusters Score -1541866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1541931.125000 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1541931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1541966.875000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1541967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1541996.500000 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1541996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1542011.250000 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1542011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1542025.750000 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1542026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1542039.500000 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1542040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1542044.250000 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1542044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1542056.875000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1542057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1542059.000000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1542059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1542061.375000 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1542061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1542067.125000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1542067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1542065.500000 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1542066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1542065.250000 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1542065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1542067.875000 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1542068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1542066.750000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1542067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1542067.500000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1542068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1542070.750000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1542071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1542069.750000 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1542070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1542069.625000 Penalty: 4690.422852
	Iteration 29Q: 3 clusters Score -1542070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1542070.750000 Penalty: 4690.422852
	Iteration 30Q: 3 clusters Score -1542071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1542071.625000 Penalty: 4690.422852
	Iteration 31Q: 3 clusters Score -1542072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1542070.500000 Penalty: 4690.422852
	Iteration 32Q: 3 clusters Score -1542070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1542072.125000 Penalty: 4690.422852
	Iteration 33Q: 3 clusters Score -1542072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1542073.250000 Penalty: 4690.422852
	Iteration 34Q: 3 clusters Score -1542073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1542071.625000 Penalty: 4690.422852
	Iteration 35Q: 3 clusters Score -1542072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1542073.125000 Penalty: 4690.422852
	Iteration 36Q: 3 clusters Score -1542073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1542073.125000 Penalty: 4690.422852
	Iteration 37F: 3 clusters Score -1542073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 12559 members 
Mstep: Class 4 contains 50998 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 178038 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 38933 members 
Mstep: Class 11 contains 3744 members 
Mstep: Class 12 contains 17399 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 514 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 29883 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 2309 members 
Mstep: Class 29 contains 5114 members 
Mstep: Class 30 contains 27383 members 
Mstep: Class 31 contains 668 members 
Mstep: Class 32 contains 7850 members 
Mstep: Class 33 contains 4110 members 
Mstep: Class 34 contains 7548 members 
Mstep: Class 35 contains 9928 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 334287 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 774 members 
Mstep: Class 43 contains 282 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 35155 members 
Mstep: Class 46 contains 159 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 9047 members 
Entering Unmasked Estep 
Score: -142024224.000000 Penalty: 169800.968750
Splitting cluster 11 changes total score from -142024544.000000 to -142024224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (17399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Entering Unmasked Estep 
Score: -2216025.500000 Penalty: 2421.513672
	Iteration 0F: 2 clusters Score -2216026 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 8675 members 
Entering Unmasked Estep 
Score: -2203599.250000 Penalty: 4843.027344
	Iteration 0F: 3 clusters Score -2203599 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2207767.000000 Penalty: 4843.027344
	Iteration 1F: 3 clusters Score -2207767 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2208209 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2208568 nChanged 808
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Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2208932.500000 Penalty: 4843.027344
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2209903.500000 Penalty: 4843.027344
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2210613.500000 Penalty: 4843.027344
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2211387 nChanged 909
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Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2212098.750000 Penalty: 4843.027344
	Iteration 9F: 3 clusters Score -2212099 nChanged 734
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Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2212664.750000 Penalty: 4843.027344
	Iteration 10Q: 3 clusters Score -2212665 nChanged 559
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Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2213002.250000 Penalty: 4843.027344
	Iteration 11Q: 3 clusters Score -2213002 nChanged 369
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Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2213167.500000 Penalty: 4843.027344
	Iteration 12Q: 3 clusters Score -2213168 nChanged 239
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Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2213273.500000 Penalty: 4843.027344
	Iteration 13Q: 3 clusters Score -2213274 nChanged 207
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2213358.250000 Penalty: 4843.027344
	Iteration 14Q: 3 clusters Score -2213358 nChanged 179
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Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2213430.250000 Penalty: 4843.027344
	Iteration 15Q: 3 clusters Score -2213430 nChanged 173
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Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2213503.000000 Penalty: 4843.027344
	Iteration 16Q: 3 clusters Score -2213503 nChanged 146
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Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2213554.000000 Penalty: 4843.027344
	Iteration 17Q: 3 clusters Score -2213554 nChanged 119
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2213584.500000 Penalty: 4843.027344
	Iteration 18Q: 3 clusters Score -2213584 nChanged 102
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Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2213616.750000 Penalty: 4843.027344
	Iteration 19Q: 3 clusters Score -2213617 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2213646.250000 Penalty: 4843.027344
	Iteration 20F: 3 clusters Score -2213646 nChanged 89
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Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2213668.750000 Penalty: 4843.027344
	Iteration 21Q: 3 clusters Score -2213669 nChanged 81
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Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2213692.750000 Penalty: 4843.027344
	Iteration 22Q: 3 clusters Score -2213693 nChanged 69
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Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2213705.500000 Penalty: 4843.027344
	Iteration 23Q: 3 clusters Score -2213706 nChanged 55
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Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2213726.250000 Penalty: 4843.027344
	Iteration 24Q: 3 clusters Score -2213726 nChanged 51
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Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2213734.250000 Penalty: 4843.027344
	Iteration 25Q: 3 clusters Score -2213734 nChanged 56
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2213744.500000 Penalty: 4843.027344
	Iteration 26Q: 3 clusters Score -2213744 nChanged 46
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Mstep: Class 1 contains 14631 members 
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Entering Unmasked Estep 
Score: -2213753.000000 Penalty: 4843.027344
	Iteration 27Q: 3 clusters Score -2213753 nChanged 49
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Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2213767.750000 Penalty: 4843.027344
	Iteration 28Q: 3 clusters Score -2213768 nChanged 39
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Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2213772.000000 Penalty: 4843.027344
	Iteration 29Q: 3 clusters Score -2213772 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2213783.500000 Penalty: 4843.027344
	Iteration 30Q: 3 clusters Score -2213784 nChanged 35
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Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2213791.000000 Penalty: 4843.027344
	Iteration 31Q: 3 clusters Score -2213791 nChanged 36
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Mstep: Class 1 contains 14814 members 
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Entering Unmasked Estep 
Score: -2213794.500000 Penalty: 4843.027344
	Iteration 32Q: 3 clusters Score -2213794 nChanged 40
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Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2213811.750000 Penalty: 4843.027344
	Iteration 33Q: 3 clusters Score -2213812 nChanged 34
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Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2213821.500000 Penalty: 4843.027344
	Iteration 34Q: 3 clusters Score -2213822 nChanged 36
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Entering Unmasked Estep 
Score: -2213822.250000 Penalty: 4843.027344
	Iteration 35Q: 3 clusters Score -2213822 nChanged 35
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Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2213830.000000 Penalty: 4843.027344
	Iteration 36Q: 3 clusters Score -2213830 nChanged 34
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Mstep: Class 1 contains 14989 members 
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Entering Unmasked Estep 
Score: -2213838.750000 Penalty: 4843.027344
	Iteration 37Q: 3 clusters Score -2213839 nChanged 26
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Mstep: Class 1 contains 15015 members 
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Entering Unmasked Estep 
Score: -2213841.250000 Penalty: 4843.027344
	Iteration 38Q: 3 clusters Score -2213841 nChanged 15
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Mstep: Class 1 contains 15030 members 
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Entering Unmasked Estep 
Score: -2213845.750000 Penalty: 4843.027344
	Iteration 39Q: 3 clusters Score -2213846 nChanged 14
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Mstep: Class 1 contains 15044 members 
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Entering Unmasked Estep 
Score: -2213849.250000 Penalty: 4843.027344
	Iteration 40F: 3 clusters Score -2213849 nChanged 19
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Mstep: Class 1 contains 15063 members 
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Entering Unmasked Estep 
Score: -2213852.250000 Penalty: 4843.027344
	Iteration 41Q: 3 clusters Score -2213852 nChanged 19
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Mstep: Class 1 contains 15080 members 
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Entering Unmasked Estep 
Score: -2213854.000000 Penalty: 4843.027344
	Iteration 42Q: 3 clusters Score -2213854 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2213857 nChanged 17
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Entering Unmasked Estep 
Score: -2213855.500000 Penalty: 4843.027344
	Iteration 44Q: 3 clusters Score -2213856 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2213863.750000 Penalty: 4843.027344
	Iteration 45Q: 3 clusters Score -2213864 nChanged 20
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Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2213869.250000 Penalty: 4843.027344
	Iteration 46Q: 3 clusters Score -2213869 nChanged 24
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Entering Unmasked Estep 
Score: -2213875.000000 Penalty: 4843.027344
	Iteration 47Q: 3 clusters Score -2213875 nChanged 27
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Score: -2213880.000000 Penalty: 4843.027344
	Iteration 48Q: 3 clusters Score -2213880 nChanged 21
Entering Unmasked Mstep 
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Score: -2213888.000000 Penalty: 4843.027344
	Iteration 49Q: 3 clusters Score -2213888 nChanged 19
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Mstep: Class 1 contains 15247 members 
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Entering Unmasked Estep 
Score: -2213892.750000 Penalty: 4843.027344
	Iteration 50Q: 3 clusters Score -2213893 nChanged 18
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Mstep: Class 1 contains 15265 members 
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Entering Unmasked Estep 
Score: -2213900.750000 Penalty: 4843.027344
	Iteration 51Q: 3 clusters Score -2213901 nChanged 15
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Score: -2213908.500000 Penalty: 4843.027344
	Iteration 52Q: 3 clusters Score -2213908 nChanged 14
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Score: -2213909.750000 Penalty: 4843.027344
	Iteration 53Q: 3 clusters Score -2213910 nChanged 12
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Entering Unmasked Estep 
Score: -2213915.750000 Penalty: 4843.027344
	Iteration 54Q: 3 clusters Score -2213916 nChanged 24
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Entering Unmasked Estep 
Score: -2213926.000000 Penalty: 4843.027344
	Iteration 55Q: 3 clusters Score -2213926 nChanged 28
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Score: -2213931.500000 Penalty: 4843.027344
	Iteration 56Q: 3 clusters Score -2213932 nChanged 28
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Entering Unmasked Estep 
Score: -2213930.250000 Penalty: 4843.027344
	Iteration 57Q: 3 clusters Score -2213930 nChanged 32
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Mstep: Class 1 contains 15416 members 
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Score: -2213937.000000 Penalty: 4843.027344
	Iteration 58Q: 3 clusters Score -2213937 nChanged 32
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Mstep: Class 1 contains 15448 members 
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Entering Unmasked Estep 
Score: -2213947.250000 Penalty: 4843.027344
	Iteration 59Q: 3 clusters Score -2213947 nChanged 29
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Mstep: Class 1 contains 15477 members 
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Entering Unmasked Estep 
Score: -2213955.250000 Penalty: 4843.027344
	Iteration 60F: 3 clusters Score -2213955 nChanged 26
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Mstep: Class 1 contains 15501 members 
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Entering Unmasked Estep 
Score: -2213961.750000 Penalty: 4843.027344
	Iteration 61Q: 3 clusters Score -2213962 nChanged 20
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Entering Unmasked Estep 
Score: -2213968.000000 Penalty: 4843.027344
	Iteration 62Q: 3 clusters Score -2213968 nChanged 17
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Mstep: Class 1 contains 15536 members 
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Entering Unmasked Estep 
Score: -2213972.250000 Penalty: 4843.027344
	Iteration 63Q: 3 clusters Score -2213972 nChanged 21
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Entering Unmasked Estep 
Score: -2213974.000000 Penalty: 4843.027344
	Iteration 64Q: 3 clusters Score -2213974 nChanged 26
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Mstep: Class 1 contains 15581 members 
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Entering Unmasked Estep 
Score: -2213984.500000 Penalty: 4843.027344
	Iteration 65Q: 3 clusters Score -2213984 nChanged 23
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Mstep: Class 1 contains 15604 members 
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Entering Unmasked Estep 
Score: -2213987.750000 Penalty: 4843.027344
	Iteration 66Q: 3 clusters Score -2213988 nChanged 25
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Mstep: Class 1 contains 15629 members 
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Entering Unmasked Estep 
Score: -2214001.000000 Penalty: 4843.027344
	Iteration 67Q: 3 clusters Score -2214001 nChanged 26
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2214006 nChanged 20
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Entering Unmasked Estep 
Score: -2214012.250000 Penalty: 4843.027344
	Iteration 69Q: 3 clusters Score -2214012 nChanged 20
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Entering Unmasked Estep 
Score: -2214014.500000 Penalty: 4843.027344
	Iteration 70Q: 3 clusters Score -2214014 nChanged 13
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Entering Unmasked Estep 
Score: -2214016.500000 Penalty: 4843.027344
	Iteration 71Q: 3 clusters Score -2214016 nChanged 10
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2214017 nChanged 7
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2214018 nChanged 9
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Entering Unmasked Estep 
Score: -2214011.500000 Penalty: 4843.027344
	Iteration 74Q: 3 clusters Score -2214012 nChanged 8
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Entering Unmasked Estep 
Score: -2214021.500000 Penalty: 4843.027344
	Iteration 75Q: 3 clusters Score -2214022 nChanged 11
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Entering Unmasked Estep 
Score: -2214024.000000 Penalty: 4843.027344
	Iteration 76Q: 3 clusters Score -2214024 nChanged 3
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Entering Unmasked Estep 
Score: -2214021.250000 Penalty: 4843.027344
	Iteration 77Q: 3 clusters Score -2214021 nChanged 5
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Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2214022.250000 Penalty: 4843.027344
	Iteration 78Q: 3 clusters Score -2214022 nChanged 5
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Entering Unmasked Estep 
Score: -2214023.000000 Penalty: 4843.027344
	Iteration 79Q: 3 clusters Score -2214023 nChanged 7
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Entering Unmasked Estep 
Score: -2214023.500000 Penalty: 4843.027344
	Iteration 80F: 3 clusters Score -2214024 nChanged 4
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Entering Unmasked Estep 
Score: -2214024.250000 Penalty: 4843.027344
	Iteration 81Q: 3 clusters Score -2214024 nChanged 4
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Entering Unmasked Estep 
Score: -2214028.500000 Penalty: 4843.027344
	Iteration 82Q: 3 clusters Score -2214028 nChanged 4
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Entering Unmasked Estep 
Score: -2214033.250000 Penalty: 4843.027344
	Iteration 83Q: 3 clusters Score -2214033 nChanged 2
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Entering Unmasked Estep 
Score: -2214030.250000 Penalty: 4843.027344
	Iteration 84Q: 3 clusters Score -2214030 nChanged 2
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2214029 nChanged 5
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2214029 nChanged 8
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2214033 nChanged 6
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Entering Unmasked Estep 
Score: -2214035.250000 Penalty: 4843.027344
	Iteration 88Q: 3 clusters Score -2214035 nChanged 7
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Entering Unmasked Estep 
Score: -2214035.250000 Penalty: 4843.027344
	Iteration 89Q: 3 clusters Score -2214035 nChanged 8
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Entering Unmasked Estep 
Score: -2214036.750000 Penalty: 4843.027344
	Iteration 90Q: 3 clusters Score -2214037 nChanged 15
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Entering Unmasked Estep 
Score: -2214039.000000 Penalty: 4843.027344
	Iteration 91Q: 3 clusters Score -2214039 nChanged 17
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Entering Unmasked Estep 
Score: -2214042.750000 Penalty: 4843.027344
	Iteration 92Q: 3 clusters Score -2214043 nChanged 19
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Entering Unmasked Estep 
Score: -2214047.750000 Penalty: 4843.027344
	Iteration 93Q: 3 clusters Score -2214048 nChanged 15
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Entering Unmasked Estep 
Score: -2214058.000000 Penalty: 4843.027344
	Iteration 94Q: 3 clusters Score -2214058 nChanged 10
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Entering Unmasked Estep 
Score: -2214052.250000 Penalty: 4843.027344
	Iteration 95Q: 3 clusters Score -2214052 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2214057.000000 Penalty: 4843.027344
	Iteration 96Q: 3 clusters Score -2214057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2214062.250000 Penalty: 4843.027344
	Iteration 97Q: 3 clusters Score -2214062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2214058.250000 Penalty: 4843.027344
	Iteration 98Q: 3 clusters Score -2214058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2214064.750000 Penalty: 4843.027344
	Iteration 99Q: 3 clusters Score -2214065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2214067.000000 Penalty: 4843.027344
	Iteration 100F: 3 clusters Score -2214067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2214063.750000 Penalty: 4843.027344
	Iteration 101Q: 3 clusters Score -2214064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2214068.500000 Penalty: 4843.027344
	Iteration 102Q: 3 clusters Score -2214068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2214068.500000 Penalty: 4843.027344
	Iteration 103Q: 3 clusters Score -2214068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2214069.000000 Penalty: 4843.027344
	Iteration 104Q: 3 clusters Score -2214069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2214068.000000 Penalty: 4843.027344
	Iteration 105Q: 3 clusters Score -2214068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2214066.000000 Penalty: 4843.027344
	Iteration 106Q: 3 clusters Score -2214066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2214067.750000 Penalty: 4843.027344
	Iteration 107Q: 3 clusters Score -2214068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2214074.750000 Penalty: 4843.027344
	Iteration 108Q: 3 clusters Score -2214075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2214077.250000 Penalty: 4843.027344
	Iteration 109Q: 3 clusters Score -2214077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2214076.250000 Penalty: 4843.027344
	Iteration 110Q: 3 clusters Score -2214076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2214076.500000 Penalty: 4843.027344
	Iteration 111Q: 3 clusters Score -2214076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2214084.500000 Penalty: 4843.027344
	Iteration 112Q: 3 clusters Score -2214084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2214089.500000 Penalty: 4843.027344
	Iteration 113Q: 3 clusters Score -2214090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2214091.000000 Penalty: 4843.027344
	Iteration 114Q: 3 clusters Score -2214091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2214090.750000 Penalty: 4843.027344
	Iteration 115Q: 3 clusters Score -2214091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2214097.250000 Penalty: 4843.027344
	Iteration 116Q: 3 clusters Score -2214097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2214094.000000 Penalty: 4843.027344
	Iteration 117Q: 3 clusters Score -2214094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2214093.000000 Penalty: 4843.027344
	Iteration 118Q: 3 clusters Score -2214093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2214091.250000 Penalty: 4843.027344
	Iteration 119Q: 3 clusters Score -2214091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2214094.000000 Penalty: 4843.027344
	Iteration 120F: 3 clusters Score -2214094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2214095.500000 Penalty: 4843.027344
	Iteration 121Q: 3 clusters Score -2214096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2214094.000000 Penalty: 4843.027344
	Iteration 122Q: 3 clusters Score -2214094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2214094.250000 Penalty: 4843.027344
	Iteration 123Q: 3 clusters Score -2214094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2214097.500000 Penalty: 4843.027344
	Iteration 124Q: 3 clusters Score -2214098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2214095.000000 Penalty: 4843.027344
	Iteration 125Q: 3 clusters Score -2214095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2214095.250000 Penalty: 4843.027344
	Iteration 126Q: 3 clusters Score -2214095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2214105.250000 Penalty: 4843.027344
	Iteration 127Q: 3 clusters Score -2214105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2214101.750000 Penalty: 4843.027344
	Iteration 128Q: 3 clusters Score -2214102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2214103.750000 Penalty: 4843.027344
	Iteration 129Q: 3 clusters Score -2214104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2214103.750000 Penalty: 4843.027344
	Iteration 130Q: 3 clusters Score -2214104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2214107.500000 Penalty: 4843.027344
	Iteration 131Q: 3 clusters Score -2214108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2214107.000000 Penalty: 4843.027344
	Iteration 132Q: 3 clusters Score -2214107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2214109.750000 Penalty: 4843.027344
	Iteration 133Q: 3 clusters Score -2214110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2214108.500000 Penalty: 4843.027344
	Iteration 134Q: 3 clusters Score -2214108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2214108.500000 Penalty: 4843.027344
	Iteration 135F: 3 clusters Score -2214108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -646609.562500 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -646609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -641613.375000 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -641613.4 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -643115.937500 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -643115.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -643449.875000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -643449.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -643696.312500 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -643696.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -643879.000000 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -643879 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -644045.937500 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -644045.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -644182.437500 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -644182.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -644300.687500 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -644300.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -644398.437500 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -644398.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -644477.125000 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -644477.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -644547.000000 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -644547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -644609.500000 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -644609.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -644657.562500 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -644657.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -644706.812500 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -644706.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -644766.437500 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -644766.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -644822.750000 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -644822.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -644866.062500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -644866.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -644897.250000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -644897.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -644922.875000 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -644922.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -644950.312500 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -644950.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -644971.375000 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -644971.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -644987.000000 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -644987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -645001.625000 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -645001.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -645016.250000 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -645016.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -645029.812500 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -645029.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -645038.437500 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -645038.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -645050.562500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -645050.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -645059.750000 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -645059.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -645067.250000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -645067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -645072.812500 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -645072.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -645077.812500 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -645077.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -645087.437500 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -645087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -645095.750000 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -645095.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -645101.375000 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -645101.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -645105.625000 Penalty: 4297.630859
	Iteration 34Q: 3 clusters Score -645105.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -645110.750000 Penalty: 4297.630859
	Iteration 35Q: 3 clusters Score -645110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -645114.062500 Penalty: 4297.630859
	Iteration 36Q: 3 clusters Score -645114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -645114.000000 Penalty: 4297.630859
	Iteration 37Q: 3 clusters Score -645114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -645115.875000 Penalty: 4297.630859
	Iteration 38Q: 3 clusters Score -645115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -645118.312500 Penalty: 4297.630859
	Iteration 39Q: 3 clusters Score -645118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -645118.812500 Penalty: 4297.630859
	Iteration 40F: 3 clusters Score -645118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -645119.687500 Penalty: 4297.630859
	Iteration 41Q: 3 clusters Score -645119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -645121.250000 Penalty: 4297.630859
	Iteration 42Q: 3 clusters Score -645121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -645122.437500 Penalty: 4297.630859
	Iteration 43Q: 3 clusters Score -645122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -645122.250000 Penalty: 4297.630859
	Iteration 44Q: 3 clusters Score -645122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -645123.250000 Penalty: 4297.630859
	Iteration 45Q: 3 clusters Score -645123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -645124.125000 Penalty: 4297.630859
	Iteration 46Q: 3 clusters Score -645124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -645124.375000 Penalty: 4297.630859
	Iteration 47Q: 3 clusters Score -645124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -645124.125000 Penalty: 4297.630859
	Iteration 48Q: 3 clusters Score -645124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -645124.125000 Penalty: 4297.630859
	Iteration 49F: 3 clusters Score -645124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -55299.960938 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -55299.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53886.734375 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -53886.73 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54146.472656 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -54146.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54289.417969 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -54289.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54401.882812 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -54401.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54515.234375 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -54515.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54623.742188 Penalty: 3096.142822
	Iteration 5F: 3 clusters Score -54623.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54788.851562 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -54788.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54837.488281 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -54837.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54838.035156 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -54838.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54840.687500 Penalty: 3096.142822
	Iteration 9F: 3 clusters Score -54840.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54857.085938 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -54857.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54857.085938 Penalty: 3096.142822
	Iteration 11F: 3 clusters Score -54857.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Entering Unmasked Estep 
Score: -19383912.000000 Penalty: 2966.354004
	Iteration 0F: 2 clusters Score -1.938391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -19278328.000000 Penalty: 5932.708008
	Iteration 0F: 3 clusters Score -1.927833e+07 nChanged 75220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -19322256.000000 Penalty: 5932.708008
	Iteration 1F: 3 clusters Score -1.932226e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -19323040.000000 Penalty: 5932.708008
	Iteration 2Q: 3 clusters Score -1.932304e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -19324092.000000 Penalty: 5932.708008
	Iteration 3Q: 3 clusters Score -1.932409e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -19325598.000000 Penalty: 5932.708008
	Iteration 4Q: 3 clusters Score -1.93256e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -19328118.000000 Penalty: 5932.708008
	Iteration 5Q: 3 clusters Score -1.932812e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -19333176.000000 Penalty: 5932.708008
	Iteration 6F: 3 clusters Score -1.933318e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -19342504.000000 Penalty: 5932.708008
	Iteration 7F: 3 clusters Score -1.93425e+07 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 128805 members 
Entering Unmasked Estep 
Score: -19355386.000000 Penalty: 5932.708008
	Iteration 8F: 3 clusters Score -1.935539e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -19367664.000000 Penalty: 5932.708008
	Iteration 9F: 3 clusters Score -1.936766e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -19375282.000000 Penalty: 5932.708008
	Iteration 10F: 3 clusters Score -1.937528e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -19378826.000000 Penalty: 5932.708008
	Iteration 11Q: 3 clusters Score -1.937883e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -19380280.000000 Penalty: 5932.708008
	Iteration 12Q: 3 clusters Score -1.938028e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -19380898.000000 Penalty: 5932.708008
	Iteration 13Q: 3 clusters Score -1.93809e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 155780 members 
Entering Unmasked Estep 
Score: -19381098.000000 Penalty: 5932.708008
	Iteration 14Q: 3 clusters Score -1.93811e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -19381208.000000 Penalty: 5932.708008
	Iteration 15Q: 3 clusters Score -1.938121e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -19381298.000000 Penalty: 5932.708008
	Iteration 16Q: 3 clusters Score -1.93813e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -19381358.000000 Penalty: 5932.708008
	Iteration 17Q: 3 clusters Score -1.938136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -19381404.000000 Penalty: 5932.708008
	Iteration 18Q: 3 clusters Score -1.93814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -19381422.000000 Penalty: 5932.708008
	Iteration 19Q: 3 clusters Score -1.938142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -19381430.000000 Penalty: 5932.708008
	Iteration 20F: 3 clusters Score -1.938143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -19381452.000000 Penalty: 5932.708008
	Iteration 21Q: 3 clusters Score -1.938145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -19381456.000000 Penalty: 5932.708008
	Iteration 22Q: 3 clusters Score -1.938146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 156082 members 
Entering Unmasked Estep 
Score: -19381464.000000 Penalty: 5932.708008
	Iteration 23Q: 3 clusters Score -1.938146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -19381498.000000 Penalty: 5932.708008
	Iteration 24Q: 3 clusters Score -1.93815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -19381490.000000 Penalty: 5932.708008
	Iteration 25Q: 3 clusters Score -1.938149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156081 members 
Entering Unmasked Estep 
Score: -19381498.000000 Penalty: 5932.708008
	Iteration 26Q: 3 clusters Score -1.93815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -19381496.000000 Penalty: 5932.708008
	Iteration 27Q: 3 clusters Score -1.93815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -19381506.000000 Penalty: 5932.708008
	Iteration 28Q: 3 clusters Score -1.938151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -19381500.000000 Penalty: 5932.708008
	Iteration 29Q: 3 clusters Score -1.93815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 156088 members 
Entering Unmasked Estep 
Score: -19381494.000000 Penalty: 5932.708008
	Iteration 30Q: 3 clusters Score -1.938149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -19381512.000000 Penalty: 5932.708008
	Iteration 31Q: 3 clusters Score -1.938151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -19381498.000000 Penalty: 5932.708008
	Iteration 32Q: 3 clusters Score -1.93815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -19381510.000000 Penalty: 5932.708008
	Iteration 33Q: 3 clusters Score -1.938151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -19381510.000000 Penalty: 5932.708008
	Iteration 34F: 3 clusters Score -1.938151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -657844.375000 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -657844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -653071.937500 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -653071.9 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -654288.750000 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -654288.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -654481.625000 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -654481.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -654622.500000 Penalty: 4262.333008
	Iteration 3Q: 3 clusters Score -654622.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -654729.687500 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -654729.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -654816.187500 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -654816.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -654892.500000 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -654892.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -654968.375000 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -654968.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -655035.750000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -655035.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -655107.250000 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -655107.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -655232.000000 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -655232 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -655372.625000 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -655372.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -655533.250000 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -655533.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -655671.000000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -655671 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -655794.187500 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -655794.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -655908.000000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -655908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -656043.437500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -656043.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -656190.625000 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -656190.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -656335.625000 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -656335.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -656496.250000 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -656496.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -656612.875000 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -656612.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -656709.000000 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -656709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -656799.187500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -656799.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -656858.250000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -656858.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -656909.750000 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -656909.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -656955.000000 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -656955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -656989.062500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -656989.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -657013.250000 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -657013.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -657051.875000 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -657051.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -657089.125000 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -657089.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -657125.250000 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -657125.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -657157.250000 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -657157.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -657201.187500 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -657201.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -657236.250000 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -657236.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -657263.062500 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -657263.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -657272.687500 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -657272.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -657277.687500 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -657277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -657279.562500 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -657279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -657283.187500 Penalty: 4262.333008
	Iteration 38Q: 3 clusters Score -657283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -657284.812500 Penalty: 4262.333008
	Iteration 39Q: 3 clusters Score -657284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -657287.187500 Penalty: 4262.333008
	Iteration 40F: 3 clusters Score -657287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -657293.375000 Penalty: 4262.333008
	Iteration 41Q: 3 clusters Score -657293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -657296.625000 Penalty: 4262.333008
	Iteration 42Q: 3 clusters Score -657296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -657300.750000 Penalty: 4262.333008
	Iteration 43Q: 3 clusters Score -657300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -657301.500000 Penalty: 4262.333008
	Iteration 44Q: 3 clusters Score -657301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -657301.937500 Penalty: 4262.333008
	Iteration 45Q: 3 clusters Score -657301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -657302.375000 Penalty: 4262.333008
	Iteration 46Q: 3 clusters Score -657302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -657302.375000 Penalty: 4262.333008
	Iteration 47F: 3 clusters Score -657302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Entering Unmasked Estep 
Score: -6319826.500000 Penalty: 2689.767334
	Iteration 0F: 2 clusters Score -6319826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6285375.000000 Penalty: 5379.534668
	Iteration 0F: 3 clusters Score -6285375 nChanged 23787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6298528.000000 Penalty: 5379.534668
	Iteration 1F: 3 clusters Score -6298528 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -6299291.000000 Penalty: 5379.534668
	Iteration 2Q: 3 clusters Score -6299291 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -6300168.500000 Penalty: 5379.534668
	Iteration 3Q: 3 clusters Score -6300168 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6301205.000000 Penalty: 5379.534668
	Iteration 4Q: 3 clusters Score -6301205 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -6302639.500000 Penalty: 5379.534668
	Iteration 5F: 3 clusters Score -6302640 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -6304801.000000 Penalty: 5379.534668
	Iteration 6F: 3 clusters Score -6304801 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -6307660.500000 Penalty: 5379.534668
	Iteration 7F: 3 clusters Score -6307660 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -6311042.000000 Penalty: 5379.534668
	Iteration 8F: 3 clusters Score -6311042 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6314094.500000 Penalty: 5379.534668
	Iteration 9F: 3 clusters Score -6314094 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6315948.000000 Penalty: 5379.534668
	Iteration 10Q: 3 clusters Score -6315948 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6316816.500000 Penalty: 5379.534668
	Iteration 11Q: 3 clusters Score -6316816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -6317210.000000 Penalty: 5379.534668
	Iteration 12Q: 3 clusters Score -6317210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -6317362.500000 Penalty: 5379.534668
	Iteration 13Q: 3 clusters Score -6317362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6317435.500000 Penalty: 5379.534668
	Iteration 14Q: 3 clusters Score -6317436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6317461.500000 Penalty: 5379.534668
	Iteration 15Q: 3 clusters Score -6317462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6317484.000000 Penalty: 5379.534668
	Iteration 16Q: 3 clusters Score -6317484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -6317498.000000 Penalty: 5379.534668
	Iteration 17Q: 3 clusters Score -6317498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6317492.500000 Penalty: 5379.534668
	Iteration 18Q: 3 clusters Score -6317492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -6317498.000000 Penalty: 5379.534668
	Iteration 19Q: 3 clusters Score -6317498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -6317497.000000 Penalty: 5379.534668
	Iteration 20F: 3 clusters Score -6317497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6317508.500000 Penalty: 5379.534668
	Iteration 21Q: 3 clusters Score -6317508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6317511.500000 Penalty: 5379.534668
	Iteration 22Q: 3 clusters Score -6317512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6317516.000000 Penalty: 5379.534668
	Iteration 23Q: 3 clusters Score -6317516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6317518.000000 Penalty: 5379.534668
	Iteration 24Q: 3 clusters Score -6317518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6317520.000000 Penalty: 5379.534668
	Iteration 25Q: 3 clusters Score -6317520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6317533.500000 Penalty: 5379.534668
	Iteration 26Q: 3 clusters Score -6317534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6317529.500000 Penalty: 5379.534668
	Iteration 27Q: 3 clusters Score -6317530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -6317538.000000 Penalty: 5379.534668
	Iteration 28Q: 3 clusters Score -6317538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -6317539.000000 Penalty: 5379.534668
	Iteration 29Q: 3 clusters Score -6317539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -6317539.000000 Penalty: 5379.534668
	Iteration 30F: 3 clusters Score -6317539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Entering Unmasked Estep 
Score: -3351732.250000 Penalty: 2524.278076
	Iteration 0F: 2 clusters Score -3351732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3333475.500000 Penalty: 5048.556152
	Iteration 0F: 3 clusters Score -3333476 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3339782.000000 Penalty: 5048.556152
	Iteration 1F: 3 clusters Score -3339782 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3340191.750000 Penalty: 5048.556152
	Iteration 2Q: 3 clusters Score -3340192 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3340580.500000 Penalty: 5048.556152
	Iteration 3Q: 3 clusters Score -3340580 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3340972.250000 Penalty: 5048.556152
	Iteration 4Q: 3 clusters Score -3340972 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3341409.750000 Penalty: 5048.556152
	Iteration 5Q: 3 clusters Score -3341410 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3342020.500000 Penalty: 5048.556152
	Iteration 6Q: 3 clusters Score -3342020 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3342933.250000 Penalty: 5048.556152
	Iteration 7F: 3 clusters Score -3342933 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3344303.000000 Penalty: 5048.556152
	Iteration 8F: 3 clusters Score -3344303 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3345863.500000 Penalty: 5048.556152
	Iteration 9F: 3 clusters Score -3345864 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3347335.000000 Penalty: 5048.556152
	Iteration 10F: 3 clusters Score -3347335 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3348394.750000 Penalty: 5048.556152
	Iteration 11Q: 3 clusters Score -3348395 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3348955.000000 Penalty: 5048.556152
	Iteration 12Q: 3 clusters Score -3348955 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3349232.750000 Penalty: 5048.556152
	Iteration 13Q: 3 clusters Score -3349233 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3349363.250000 Penalty: 5048.556152
	Iteration 14Q: 3 clusters Score -3349363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3349438.250000 Penalty: 5048.556152
	Iteration 15Q: 3 clusters Score -3349438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3349498.250000 Penalty: 5048.556152
	Iteration 16Q: 3 clusters Score -3349498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3349524.000000 Penalty: 5048.556152
	Iteration 17Q: 3 clusters Score -3349524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3349539.000000 Penalty: 5048.556152
	Iteration 18Q: 3 clusters Score -3349539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3349560.250000 Penalty: 5048.556152
	Iteration 19Q: 3 clusters Score -3349560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3349570.250000 Penalty: 5048.556152
	Iteration 20F: 3 clusters Score -3349570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3349575.000000 Penalty: 5048.556152
	Iteration 21Q: 3 clusters Score -3349575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3349580.250000 Penalty: 5048.556152
	Iteration 22Q: 3 clusters Score -3349580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3349578.750000 Penalty: 5048.556152
	Iteration 23Q: 3 clusters Score -3349579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3349579.750000 Penalty: 5048.556152
	Iteration 24Q: 3 clusters Score -3349580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3349579.750000 Penalty: 5048.556152
	Iteration 25F: 3 clusters Score -3349580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -49890.921875 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -49890.92 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 218 members 
Entering Unmasked Estep 
Score: -48478.371094 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -48478.37 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48699.179688 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -48699.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48775.582031 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -48775.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48795.437500 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -48795.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48800.945312 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -48800.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48806.863281 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -48806.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48806.863281 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -48806.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -798738.562500 Penalty: 2176.527832
	Iteration 0F: 2 clusters Score -798738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -793292.937500 Penalty: 4353.055664
	Iteration 0F: 3 clusters Score -793292.9 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -794641.250000 Penalty: 4353.055664
	Iteration 1F: 3 clusters Score -794641.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -794864.562500 Penalty: 4353.055664
	Iteration 2F: 3 clusters Score -794864.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -795007.125000 Penalty: 4353.055664
	Iteration 3Q: 3 clusters Score -795007.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -795108.687500 Penalty: 4353.055664
	Iteration 4Q: 3 clusters Score -795108.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -795183.187500 Penalty: 4353.055664
	Iteration 5Q: 3 clusters Score -795183.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -795237.500000 Penalty: 4353.055664
	Iteration 6Q: 3 clusters Score -795237.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -795276.437500 Penalty: 4353.055664
	Iteration 7Q: 3 clusters Score -795276.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -795306.000000 Penalty: 4353.055664
	Iteration 8Q: 3 clusters Score -795306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -795335.750000 Penalty: 4353.055664
	Iteration 9Q: 3 clusters Score -795335.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -795371.812500 Penalty: 4353.055664
	Iteration 10Q: 3 clusters Score -795371.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -795397.250000 Penalty: 4353.055664
	Iteration 11Q: 3 clusters Score -795397.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -795418.000000 Penalty: 4353.055664
	Iteration 12Q: 3 clusters Score -795418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -795439.125000 Penalty: 4353.055664
	Iteration 13Q: 3 clusters Score -795439.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -795462.437500 Penalty: 4353.055664
	Iteration 14Q: 3 clusters Score -795462.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -795480.312500 Penalty: 4353.055664
	Iteration 15Q: 3 clusters Score -795480.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -795498.875000 Penalty: 4353.055664
	Iteration 16Q: 3 clusters Score -795498.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -795511.562500 Penalty: 4353.055664
	Iteration 17Q: 3 clusters Score -795511.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -795524.687500 Penalty: 4353.055664
	Iteration 18Q: 3 clusters Score -795524.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -795537.562500 Penalty: 4353.055664
	Iteration 19Q: 3 clusters Score -795537.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -795557.000000 Penalty: 4353.055664
	Iteration 20F: 3 clusters Score -795557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -795580.125000 Penalty: 4353.055664
	Iteration 21Q: 3 clusters Score -795580.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -795607.687500 Penalty: 4353.055664
	Iteration 22Q: 3 clusters Score -795607.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -795633.062500 Penalty: 4353.055664
	Iteration 23Q: 3 clusters Score -795633.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -795663.187500 Penalty: 4353.055664
	Iteration 24Q: 3 clusters Score -795663.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -795689.437500 Penalty: 4353.055664
	Iteration 25Q: 3 clusters Score -795689.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -795712.187500 Penalty: 4353.055664
	Iteration 26Q: 3 clusters Score -795712.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -795729.000000 Penalty: 4353.055664
	Iteration 27Q: 3 clusters Score -795729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -795752.437500 Penalty: 4353.055664
	Iteration 28Q: 3 clusters Score -795752.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -795774.750000 Penalty: 4353.055664
	Iteration 29Q: 3 clusters Score -795774.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -795806.687500 Penalty: 4353.055664
	Iteration 30Q: 3 clusters Score -795806.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -795840.812500 Penalty: 4353.055664
	Iteration 31Q: 3 clusters Score -795840.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -795873.937500 Penalty: 4353.055664
	Iteration 32Q: 3 clusters Score -795873.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -795904.000000 Penalty: 4353.055664
	Iteration 33Q: 3 clusters Score -795904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -795933.125000 Penalty: 4353.055664
	Iteration 34Q: 3 clusters Score -795933.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -795957.500000 Penalty: 4353.055664
	Iteration 35Q: 3 clusters Score -795957.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -795986.000000 Penalty: 4353.055664
	Iteration 36Q: 3 clusters Score -795986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -796020.312500 Penalty: 4353.055664
	Iteration 37Q: 3 clusters Score -796020.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -796047.250000 Penalty: 4353.055664
	Iteration 38Q: 3 clusters Score -796047.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -796079.687500 Penalty: 4353.055664
	Iteration 39Q: 3 clusters Score -796079.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -796127.437500 Penalty: 4353.055664
	Iteration 40F: 3 clusters Score -796127.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -796165.875000 Penalty: 4353.055664
	Iteration 41Q: 3 clusters Score -796165.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -796223.125000 Penalty: 4353.055664
	Iteration 42Q: 3 clusters Score -796223.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -796269.562500 Penalty: 4353.055664
	Iteration 43Q: 3 clusters Score -796269.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -796324.312500 Penalty: 4353.055664
	Iteration 44Q: 3 clusters Score -796324.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -796368.750000 Penalty: 4353.055664
	Iteration 45Q: 3 clusters Score -796368.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -796410.187500 Penalty: 4353.055664
	Iteration 46Q: 3 clusters Score -796410.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -796451.437500 Penalty: 4353.055664
	Iteration 47Q: 3 clusters Score -796451.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -796484.500000 Penalty: 4353.055664
	Iteration 48Q: 3 clusters Score -796484.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -796510.375000 Penalty: 4353.055664
	Iteration 49Q: 3 clusters Score -796510.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -796536.500000 Penalty: 4353.055664
	Iteration 50Q: 3 clusters Score -796536.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -796565.125000 Penalty: 4353.055664
	Iteration 51Q: 3 clusters Score -796565.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -796591.562500 Penalty: 4353.055664
	Iteration 52Q: 3 clusters Score -796591.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -796615.875000 Penalty: 4353.055664
	Iteration 53Q: 3 clusters Score -796615.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -796641.062500 Penalty: 4353.055664
	Iteration 54Q: 3 clusters Score -796641.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -796670.750000 Penalty: 4353.055664
	Iteration 55Q: 3 clusters Score -796670.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -796698.312500 Penalty: 4353.055664
	Iteration 56Q: 3 clusters Score -796698.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -796726.750000 Penalty: 4353.055664
	Iteration 57Q: 3 clusters Score -796726.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -796749.500000 Penalty: 4353.055664
	Iteration 58Q: 3 clusters Score -796749.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -796763.000000 Penalty: 4353.055664
	Iteration 59Q: 3 clusters Score -796763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -796775.312500 Penalty: 4353.055664
	Iteration 60F: 3 clusters Score -796775.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -796784.312500 Penalty: 4353.055664
	Iteration 61Q: 3 clusters Score -796784.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -796795.125000 Penalty: 4353.055664
	Iteration 62Q: 3 clusters Score -796795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -796803.187500 Penalty: 4353.055664
	Iteration 63Q: 3 clusters Score -796803.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -796813.687500 Penalty: 4353.055664
	Iteration 64Q: 3 clusters Score -796813.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -796823.625000 Penalty: 4353.055664
	Iteration 65Q: 3 clusters Score -796823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -796828.750000 Penalty: 4353.055664
	Iteration 66Q: 3 clusters Score -796828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -796835.250000 Penalty: 4353.055664
	Iteration 67Q: 3 clusters Score -796835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -796843.062500 Penalty: 4353.055664
	Iteration 68Q: 3 clusters Score -796843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -796852.625000 Penalty: 4353.055664
	Iteration 69Q: 3 clusters Score -796852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -796863.250000 Penalty: 4353.055664
	Iteration 70Q: 3 clusters Score -796863.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -796870.812500 Penalty: 4353.055664
	Iteration 71Q: 3 clusters Score -796870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -796880.625000 Penalty: 4353.055664
	Iteration 72Q: 3 clusters Score -796880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -796888.500000 Penalty: 4353.055664
	Iteration 73Q: 3 clusters Score -796888.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -796895.937500 Penalty: 4353.055664
	Iteration 74Q: 3 clusters Score -796895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -796900.750000 Penalty: 4353.055664
	Iteration 75Q: 3 clusters Score -796900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -796907.875000 Penalty: 4353.055664
	Iteration 76Q: 3 clusters Score -796907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -796912.625000 Penalty: 4353.055664
	Iteration 77Q: 3 clusters Score -796912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -796914.812500 Penalty: 4353.055664
	Iteration 78Q: 3 clusters Score -796914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -796916.187500 Penalty: 4353.055664
	Iteration 79Q: 3 clusters Score -796916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -796920.437500 Penalty: 4353.055664
	Iteration 80F: 3 clusters Score -796920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -796922.250000 Penalty: 4353.055664
	Iteration 81Q: 3 clusters Score -796922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -796924.750000 Penalty: 4353.055664
	Iteration 82Q: 3 clusters Score -796924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -796925.000000 Penalty: 4353.055664
	Iteration 83Q: 3 clusters Score -796925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -796925.875000 Penalty: 4353.055664
	Iteration 84Q: 3 clusters Score -796925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -796926.250000 Penalty: 4353.055664
	Iteration 85Q: 3 clusters Score -796926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -796927.375000 Penalty: 4353.055664
	Iteration 86Q: 3 clusters Score -796927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -796932.437500 Penalty: 4353.055664
	Iteration 87Q: 3 clusters Score -796932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -796934.125000 Penalty: 4353.055664
	Iteration 88Q: 3 clusters Score -796934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -796936.562500 Penalty: 4353.055664
	Iteration 89Q: 3 clusters Score -796936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -796938.062500 Penalty: 4353.055664
	Iteration 90Q: 3 clusters Score -796938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -796938.125000 Penalty: 4353.055664
	Iteration 91Q: 3 clusters Score -796938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -796938.187500 Penalty: 4353.055664
	Iteration 92Q: 3 clusters Score -796938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -796938.187500 Penalty: 4353.055664
	Iteration 93F: 3 clusters Score -796938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -113168.359375 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -113168.4 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 482 members 
Entering Unmasked Estep 
Score: -111229.390625 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -111229.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111508.765625 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -111508.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111622.640625 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -111622.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111700.585938 Penalty: 3415.719727
	Iteration 3Q: 3 clusters Score -111700.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111799.312500 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -111799.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111895.492188 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -111895.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111982.734375 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -111982.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112064.367188 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -112064.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112128.804688 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -112128.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112211.281250 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -112211.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112262.093750 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -112262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112330.554688 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -112330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112368.789062 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -112368.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112411.773438 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -112411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112430.906250 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -112430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112438.617188 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -112438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112440.640625 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -112440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112440.640625 Penalty: 3415.719727
	Iteration 17F: 3 clusters Score -112440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Entering Unmasked Estep 
Score: -3708968.250000 Penalty: 2555.651123
	Iteration 0F: 2 clusters Score -3708968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3688440.250000 Penalty: 5111.302246
	Iteration 0F: 3 clusters Score -3688440 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3695628.250000 Penalty: 5111.302246
	Iteration 1F: 3 clusters Score -3695628 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3696223.500000 Penalty: 5111.302246
	Iteration 2F: 3 clusters Score -3696224 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3696823.750000 Penalty: 5111.302246
	Iteration 3F: 3 clusters Score -3696824 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3697490.250000 Penalty: 5111.302246
	Iteration 4F: 3 clusters Score -3697490 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3698480.000000 Penalty: 5111.302246
	Iteration 5F: 3 clusters Score -3698480 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3699927.250000 Penalty: 5111.302246
	Iteration 6F: 3 clusters Score -3699927 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3701769.000000 Penalty: 5111.302246
	Iteration 7F: 3 clusters Score -3701769 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3703622.750000 Penalty: 5111.302246
	Iteration 8F: 3 clusters Score -3703623 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3705003.250000 Penalty: 5111.302246
	Iteration 9F: 3 clusters Score -3705003 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3705797.500000 Penalty: 5111.302246
	Iteration 10Q: 3 clusters Score -3705798 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3706261.750000 Penalty: 5111.302246
	Iteration 11Q: 3 clusters Score -3706262 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3706497.750000 Penalty: 5111.302246
	Iteration 12Q: 3 clusters Score -3706498 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3706646.750000 Penalty: 5111.302246
	Iteration 13Q: 3 clusters Score -3706647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3706733.000000 Penalty: 5111.302246
	Iteration 14Q: 3 clusters Score -3706733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3706770.500000 Penalty: 5111.302246
	Iteration 15Q: 3 clusters Score -3706770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3706797.750000 Penalty: 5111.302246
	Iteration 16Q: 3 clusters Score -3706798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3706823.000000 Penalty: 5111.302246
	Iteration 17Q: 3 clusters Score -3706823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3706831.750000 Penalty: 5111.302246
	Iteration 18Q: 3 clusters Score -3706832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3706843.500000 Penalty: 5111.302246
	Iteration 19Q: 3 clusters Score -3706844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3706856.250000 Penalty: 5111.302246
	Iteration 20F: 3 clusters Score -3706856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3706862.250000 Penalty: 5111.302246
	Iteration 21Q: 3 clusters Score -3706862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3706874.500000 Penalty: 5111.302246
	Iteration 22Q: 3 clusters Score -3706874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3706876.750000 Penalty: 5111.302246
	Iteration 23Q: 3 clusters Score -3706877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3706880.750000 Penalty: 5111.302246
	Iteration 24Q: 3 clusters Score -3706881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3706883.250000 Penalty: 5111.302246
	Iteration 25Q: 3 clusters Score -3706883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3706885.750000 Penalty: 5111.302246
	Iteration 26Q: 3 clusters Score -3706886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3706890.750000 Penalty: 5111.302246
	Iteration 27Q: 3 clusters Score -3706891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3706896.500000 Penalty: 5111.302246
	Iteration 28Q: 3 clusters Score -3706896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3706897.750000 Penalty: 5111.302246
	Iteration 29Q: 3 clusters Score -3706898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3706902.000000 Penalty: 5111.302246
	Iteration 30Q: 3 clusters Score -3706902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3706902.750000 Penalty: 5111.302246
	Iteration 31Q: 3 clusters Score -3706903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3706905.250000 Penalty: 5111.302246
	Iteration 32Q: 3 clusters Score -3706905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3706908.500000 Penalty: 5111.302246
	Iteration 33Q: 3 clusters Score -3706908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3706911.750000 Penalty: 5111.302246
	Iteration 34Q: 3 clusters Score -3706912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3706914.500000 Penalty: 5111.302246
	Iteration 35Q: 3 clusters Score -3706914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3706915.000000 Penalty: 5111.302246
	Iteration 36Q: 3 clusters Score -3706915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3706920.250000 Penalty: 5111.302246
	Iteration 37Q: 3 clusters Score -3706920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3706923.250000 Penalty: 5111.302246
	Iteration 38Q: 3 clusters Score -3706923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3706924.000000 Penalty: 5111.302246
	Iteration 39Q: 3 clusters Score -3706924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3706926.000000 Penalty: 5111.302246
	Iteration 40F: 3 clusters Score -3706926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3706928.500000 Penalty: 5111.302246
	Iteration 41Q: 3 clusters Score -3706928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3706928.500000 Penalty: 5111.302246
	Iteration 42F: 3 clusters Score -3706928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -268105.843750 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -268105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265404.593750 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -265404.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -265893.562500 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -265893.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266013.125000 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -266013.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -266091.093750 Penalty: 3801.283203
	Iteration 3Q: 3 clusters Score -266091.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266129.187500 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -266129.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -266152.468750 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -266152.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -266170.093750 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -266170.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -266178.843750 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -266178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -266186.093750 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -266186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -266191.156250 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -266191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -266195.156250 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -266195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -266198.312500 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -266198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266198.968750 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -266199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -266198.968750 Penalty: 3801.283203
	Iteration 13F: 3 clusters Score -266199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -33237.746094 Penalty: 1454.180542
	Iteration 0F: 2 clusters Score -33237.75 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 178 members 
Entering Unmasked Estep 
Score: -31915.980469 Penalty: 2908.361084
	Iteration 0F: 3 clusters Score -31915.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32123.103516 Penalty: 2908.361084
	Iteration 1F: 3 clusters Score -32123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32168.210938 Penalty: 2908.361084
	Iteration 2Q: 3 clusters Score -32168.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32180.378906 Penalty: 2908.361084
	Iteration 3Q: 3 clusters Score -32180.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32181.126953 Penalty: 2908.361084
	Iteration 4Q: 3 clusters Score -32181.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32181.126953 Penalty: 2908.361084
	Iteration 5F: 3 clusters Score -32181.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -38184.492188 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -38184.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36851.578125 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -36851.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36961.906250 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -36961.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36990.734375 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -36990.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37004.851562 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -37004.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37010.183594 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -37010.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37012.640625 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -37012.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37012.640625 Penalty: 2906.950195
	Iteration 6F: 3 clusters Score -37012.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -521845.656250 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -521845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -517802.093750 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -517802.1 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -518696.000000 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -518696 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -518860.906250 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -518860.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -518939.968750 Penalty: 4142.398926
	Iteration 3Q: 3 clusters Score -518940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -518994.656250 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -518994.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -519030.000000 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -519030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -519059.281250 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -519059.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -519079.125000 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -519079.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -519097.375000 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -519097.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -519109.375000 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -519109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -519118.531250 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -519118.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -519125.312500 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -519125.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -519129.062500 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -519129.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -519134.125000 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -519134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -519136.093750 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -519136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -519137.812500 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -519137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -519141.781250 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -519141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -519143.843750 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -519143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -519147.031250 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -519147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -519151.343750 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -519151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -519154.718750 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -519154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -519158.093750 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -519158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -519161.093750 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -519161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -519168.156250 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -519168.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -519172.906250 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -519172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -519182.531250 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -519182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -519190.343750 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -519190.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -519199.000000 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -519199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -519208.031250 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -519208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -519216.750000 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -519216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -519224.156250 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -519224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -519232.500000 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -519232.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -519243.187500 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -519243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -519254.343750 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -519254.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519264.031250 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -519264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -519279.625000 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -519279.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -519288.812500 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -519288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -519298.468750 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -519298.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -519313.531250 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -519313.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -519331.562500 Penalty: 4142.398926
	Iteration 39Q: 3 clusters Score -519331.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -519349.468750 Penalty: 4142.398926
	Iteration 40F: 3 clusters Score -519349.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -519372.500000 Penalty: 4142.398926
	Iteration 41Q: 3 clusters Score -519372.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -519393.375000 Penalty: 4142.398926
	Iteration 42Q: 3 clusters Score -519393.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -519418.968750 Penalty: 4142.398926
	Iteration 43Q: 3 clusters Score -519419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -519447.031250 Penalty: 4142.398926
	Iteration 44Q: 3 clusters Score -519447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -519475.843750 Penalty: 4142.398926
	Iteration 45Q: 3 clusters Score -519475.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -519510.187500 Penalty: 4142.398926
	Iteration 46Q: 3 clusters Score -519510.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -519547.500000 Penalty: 4142.398926
	Iteration 47Q: 3 clusters Score -519547.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -519581.156250 Penalty: 4142.398926
	Iteration 48Q: 3 clusters Score -519581.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -519622.062500 Penalty: 4142.398926
	Iteration 49Q: 3 clusters Score -519622.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -519655.468750 Penalty: 4142.398926
	Iteration 50Q: 3 clusters Score -519655.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -519684.562500 Penalty: 4142.398926
	Iteration 51Q: 3 clusters Score -519684.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -519715.625000 Penalty: 4142.398926
	Iteration 52Q: 3 clusters Score -519715.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -519743.531250 Penalty: 4142.398926
	Iteration 53Q: 3 clusters Score -519743.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -519773.843750 Penalty: 4142.398926
	Iteration 54Q: 3 clusters Score -519773.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -519798.312500 Penalty: 4142.398926
	Iteration 55Q: 3 clusters Score -519798.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -519824.500000 Penalty: 4142.398926
	Iteration 56Q: 3 clusters Score -519824.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -519849.843750 Penalty: 4142.398926
	Iteration 57Q: 3 clusters Score -519849.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -519880.031250 Penalty: 4142.398926
	Iteration 58Q: 3 clusters Score -519880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -519900.906250 Penalty: 4142.398926
	Iteration 59Q: 3 clusters Score -519900.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -519917.250000 Penalty: 4142.398926
	Iteration 60F: 3 clusters Score -519917.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -519933.562500 Penalty: 4142.398926
	Iteration 61Q: 3 clusters Score -519933.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -519951.875000 Penalty: 4142.398926
	Iteration 62Q: 3 clusters Score -519951.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -519967.156250 Penalty: 4142.398926
	Iteration 63Q: 3 clusters Score -519967.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -519985.468750 Penalty: 4142.398926
	Iteration 64Q: 3 clusters Score -519985.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -520008.031250 Penalty: 4142.398926
	Iteration 65Q: 3 clusters Score -520008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -520022.000000 Penalty: 4142.398926
	Iteration 66Q: 3 clusters Score -520022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -520029.781250 Penalty: 4142.398926
	Iteration 67Q: 3 clusters Score -520029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -520040.562500 Penalty: 4142.398926
	Iteration 68Q: 3 clusters Score -520040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -520045.906250 Penalty: 4142.398926
	Iteration 69Q: 3 clusters Score -520045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -520050.843750 Penalty: 4142.398926
	Iteration 70Q: 3 clusters Score -520050.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -520059.812500 Penalty: 4142.398926
	Iteration 71Q: 3 clusters Score -520059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -520065.562500 Penalty: 4142.398926
	Iteration 72Q: 3 clusters Score -520065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -520066.500000 Penalty: 4142.398926
	Iteration 73Q: 3 clusters Score -520066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -520068.781250 Penalty: 4142.398926
	Iteration 74Q: 3 clusters Score -520068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -520068.781250 Penalty: 4142.398926
	Iteration 75F: 3 clusters Score -520068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Entering Unmasked Estep 
Score: -2820224.750000 Penalty: 2484.988281
	Iteration 0F: 2 clusters Score -2820225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2804515.500000 Penalty: 4969.976562
	Iteration 0F: 3 clusters Score -2804516 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2810035.000000 Penalty: 4969.976562
	Iteration 1F: 3 clusters Score -2810035 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2810483.250000 Penalty: 4969.976562
	Iteration 2F: 3 clusters Score -2810483 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2810895.000000 Penalty: 4969.976562
	Iteration 3Q: 3 clusters Score -2810895 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2811316.500000 Penalty: 4969.976562
	Iteration 4Q: 3 clusters Score -2811316 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2811756.000000 Penalty: 4969.976562
	Iteration 5Q: 3 clusters Score -2811756 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2812254.500000 Penalty: 4969.976562
	Iteration 6Q: 3 clusters Score -2812254 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2812789.500000 Penalty: 4969.976562
	Iteration 7Q: 3 clusters Score -2812790 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2813436.250000 Penalty: 4969.976562
	Iteration 8F: 3 clusters Score -2813436 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2814121.500000 Penalty: 4969.976562
	Iteration 9Q: 3 clusters Score -2814122 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2814903.250000 Penalty: 4969.976562
	Iteration 10Q: 3 clusters Score -2814903 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2815682.250000 Penalty: 4969.976562
	Iteration 11Q: 3 clusters Score -2815682 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2816240.750000 Penalty: 4969.976562
	Iteration 12Q: 3 clusters Score -2816241 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2816616.500000 Penalty: 4969.976562
	Iteration 13Q: 3 clusters Score -2816616 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2816838.500000 Penalty: 4969.976562
	Iteration 14Q: 3 clusters Score -2816838 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2816981.750000 Penalty: 4969.976562
	Iteration 15Q: 3 clusters Score -2816982 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2817082.000000 Penalty: 4969.976562
	Iteration 16Q: 3 clusters Score -2817082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2817145.500000 Penalty: 4969.976562
	Iteration 17Q: 3 clusters Score -2817146 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2817199.500000 Penalty: 4969.976562
	Iteration 18Q: 3 clusters Score -2817200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2817283.250000 Penalty: 4969.976562
	Iteration 19Q: 3 clusters Score -2817283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2817326.000000 Penalty: 4969.976562
	Iteration 20F: 3 clusters Score -2817326 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2817378.250000 Penalty: 4969.976562
	Iteration 21Q: 3 clusters Score -2817378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2817429.250000 Penalty: 4969.976562
	Iteration 22Q: 3 clusters Score -2817429 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2817472.000000 Penalty: 4969.976562
	Iteration 23Q: 3 clusters Score -2817472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2817512.500000 Penalty: 4969.976562
	Iteration 24Q: 3 clusters Score -2817512 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2817544.750000 Penalty: 4969.976562
	Iteration 25Q: 3 clusters Score -2817545 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2817582.500000 Penalty: 4969.976562
	Iteration 26Q: 3 clusters Score -2817582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2817624.000000 Penalty: 4969.976562
	Iteration 27Q: 3 clusters Score -2817624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2817655.000000 Penalty: 4969.976562
	Iteration 28Q: 3 clusters Score -2817655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2817676.000000 Penalty: 4969.976562
	Iteration 29Q: 3 clusters Score -2817676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2817712.250000 Penalty: 4969.976562
	Iteration 30Q: 3 clusters Score -2817712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2817751.500000 Penalty: 4969.976562
	Iteration 31Q: 3 clusters Score -2817752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2817781.750000 Penalty: 4969.976562
	Iteration 32Q: 3 clusters Score -2817782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2817819.500000 Penalty: 4969.976562
	Iteration 33Q: 3 clusters Score -2817820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2817860.250000 Penalty: 4969.976562
	Iteration 34Q: 3 clusters Score -2817860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2817893.500000 Penalty: 4969.976562
	Iteration 35Q: 3 clusters Score -2817894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2817913.750000 Penalty: 4969.976562
	Iteration 36Q: 3 clusters Score -2817914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2817947.250000 Penalty: 4969.976562
	Iteration 37Q: 3 clusters Score -2817947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2817967.500000 Penalty: 4969.976562
	Iteration 38Q: 3 clusters Score -2817968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2817997.000000 Penalty: 4969.976562
	Iteration 39Q: 3 clusters Score -2817997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2818031.000000 Penalty: 4969.976562
	Iteration 40F: 3 clusters Score -2818031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2818060.250000 Penalty: 4969.976562
	Iteration 41Q: 3 clusters Score -2818060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2818083.750000 Penalty: 4969.976562
	Iteration 42Q: 3 clusters Score -2818084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2818098.000000 Penalty: 4969.976562
	Iteration 43Q: 3 clusters Score -2818098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2818117.750000 Penalty: 4969.976562
	Iteration 44Q: 3 clusters Score -2818118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2818135.500000 Penalty: 4969.976562
	Iteration 45Q: 3 clusters Score -2818136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2818153.500000 Penalty: 4969.976562
	Iteration 46Q: 3 clusters Score -2818154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2818174.500000 Penalty: 4969.976562
	Iteration 47Q: 3 clusters Score -2818174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2818192.500000 Penalty: 4969.976562
	Iteration 48Q: 3 clusters Score -2818192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2818209.750000 Penalty: 4969.976562
	Iteration 49Q: 3 clusters Score -2818210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2818218.750000 Penalty: 4969.976562
	Iteration 50Q: 3 clusters Score -2818219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2818227.500000 Penalty: 4969.976562
	Iteration 51Q: 3 clusters Score -2818228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2818233.750000 Penalty: 4969.976562
	Iteration 52Q: 3 clusters Score -2818234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2818242.500000 Penalty: 4969.976562
	Iteration 53Q: 3 clusters Score -2818242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2818240.750000 Penalty: 4969.976562
	Iteration 54Q: 3 clusters Score -2818241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2818247.750000 Penalty: 4969.976562
	Iteration 55Q: 3 clusters Score -2818248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2818251.750000 Penalty: 4969.976562
	Iteration 56Q: 3 clusters Score -2818252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2818257.500000 Penalty: 4969.976562
	Iteration 57Q: 3 clusters Score -2818258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2818260.500000 Penalty: 4969.976562
	Iteration 58Q: 3 clusters Score -2818260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2818266.500000 Penalty: 4969.976562
	Iteration 59Q: 3 clusters Score -2818266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2818270.750000 Penalty: 4969.976562
	Iteration 60F: 3 clusters Score -2818271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2818272.500000 Penalty: 4969.976562
	Iteration 61Q: 3 clusters Score -2818272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2818274.500000 Penalty: 4969.976562
	Iteration 62Q: 3 clusters Score -2818274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2818273.000000 Penalty: 4969.976562
	Iteration 63Q: 3 clusters Score -2818273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2818275.500000 Penalty: 4969.976562
	Iteration 64Q: 3 clusters Score -2818276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2818280.000000 Penalty: 4969.976562
	Iteration 65Q: 3 clusters Score -2818280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2818283.000000 Penalty: 4969.976562
	Iteration 66Q: 3 clusters Score -2818283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2818279.250000 Penalty: 4969.976562
	Iteration 67Q: 3 clusters Score -2818279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2818280.500000 Penalty: 4969.976562
	Iteration 68Q: 3 clusters Score -2818280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2818288.500000 Penalty: 4969.976562
	Iteration 69Q: 3 clusters Score -2818288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2818289.000000 Penalty: 4969.976562
	Iteration 70Q: 3 clusters Score -2818289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2818293.250000 Penalty: 4969.976562
	Iteration 71Q: 3 clusters Score -2818293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2818289.500000 Penalty: 4969.976562
	Iteration 72Q: 3 clusters Score -2818290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2818289.500000 Penalty: 4969.976562
	Iteration 73Q: 3 clusters Score -2818290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2818290.250000 Penalty: 4969.976562
	Iteration 74Q: 3 clusters Score -2818290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2818295.500000 Penalty: 4969.976562
	Iteration 75Q: 3 clusters Score -2818296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2818290.500000 Penalty: 4969.976562
	Iteration 76Q: 3 clusters Score -2818290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2818290.500000 Penalty: 4969.976562
	Iteration 77F: 3 clusters Score -2818290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -287770.375000 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -287770.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284950.312500 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -284950.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285493.031250 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -285493 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -285640.343750 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -285640.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285716.812500 Penalty: 3841.306641
	Iteration 3Q: 3 clusters Score -285716.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -285764.843750 Penalty: 3841.306641
	Iteration 4Q: 3 clusters Score -285764.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -285787.500000 Penalty: 3841.306641
	Iteration 5Q: 3 clusters Score -285787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285802.093750 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -285802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285812.187500 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -285812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285820.437500 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -285820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285825.718750 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -285825.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285830.500000 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -285830.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285833.468750 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -285833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285835.656250 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -285835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285836.250000 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -285836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285836.250000 Penalty: 3841.306641
	Iteration 14F: 3 clusters Score -285836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -611778.687500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -611778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -607172.625000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -607172.6 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -608335.437500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -608335.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -608542.937500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -608542.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -608666.562500 Penalty: 4235.709473
	Iteration 3Q: 3 clusters Score -608666.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -608794.812500 Penalty: 4235.709473
	Iteration 4Q: 3 clusters Score -608794.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -608931.437500 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -608931.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -609076.750000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -609076.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -609221.312500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -609221.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -609366.625000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -609366.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -609503.750000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -609503.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -609609.875000 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -609609.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -609693.187500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -609693.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -609759.937500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -609759.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -609817.437500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -609817.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -609855.750000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -609855.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -609888.062500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -609888.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -609915.312500 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -609915.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -609931.375000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -609931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -609942.312500 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -609942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -609950.000000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -609950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -609960.875000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -609960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -609966.187500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -609966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -609973.687500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -609973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -609980.187500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -609980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -609986.687500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -609986.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -609988.875000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -609988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -609995.500000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -609995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -610003.625000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -610003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -610008.687500 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -610008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -610010.500000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -610010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -610013.750000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -610013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -610016.125000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -610016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -610020.062500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -610020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -610022.000000 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -610022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -610022.562500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -610022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -610023.062500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -610023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -610023.500000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -610023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -610026.187500 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -610026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -610030.250000 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -610030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -610030.875000 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -610030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -610031.437500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -610031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -610032.875000 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -610032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -610034.625000 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -610034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -610033.812500 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -610033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -610033.812500 Penalty: 4235.709473
	Iteration 44F: 3 clusters Score -610033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Entering Unmasked Estep 
Score: -3205456.500000 Penalty: 2533.984131
	Iteration 0F: 2 clusters Score -3205456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3186522.750000 Penalty: 5067.968262
	Iteration 0F: 3 clusters Score -3186523 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3193600.250000 Penalty: 5067.968262
	Iteration 1F: 3 clusters Score -3193600 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3194449.000000 Penalty: 5067.968262
	Iteration 2F: 3 clusters Score -3194449 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3195324.250000 Penalty: 5067.968262
	Iteration 3F: 3 clusters Score -3195324 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3196189.500000 Penalty: 5067.968262
	Iteration 4F: 3 clusters Score -3196190 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3197105.500000 Penalty: 5067.968262
	Iteration 5F: 3 clusters Score -3197106 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3198001.250000 Penalty: 5067.968262
	Iteration 6F: 3 clusters Score -3198001 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3198817.250000 Penalty: 5067.968262
	Iteration 7Q: 3 clusters Score -3198817 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3199575.750000 Penalty: 5067.968262
	Iteration 8Q: 3 clusters Score -3199576 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3200210.000000 Penalty: 5067.968262
	Iteration 9Q: 3 clusters Score -3200210 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3200636.750000 Penalty: 5067.968262
	Iteration 10Q: 3 clusters Score -3200637 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3200899.250000 Penalty: 5067.968262
	Iteration 11Q: 3 clusters Score -3200899 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3201102.000000 Penalty: 5067.968262
	Iteration 12Q: 3 clusters Score -3201102 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3201269.750000 Penalty: 5067.968262
	Iteration 13Q: 3 clusters Score -3201270 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3201458.500000 Penalty: 5067.968262
	Iteration 14Q: 3 clusters Score -3201458 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3201648.250000 Penalty: 5067.968262
	Iteration 15Q: 3 clusters Score -3201648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3201851.750000 Penalty: 5067.968262
	Iteration 16Q: 3 clusters Score -3201852 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3202014.250000 Penalty: 5067.968262
	Iteration 17Q: 3 clusters Score -3202014 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3202180.250000 Penalty: 5067.968262
	Iteration 18Q: 3 clusters Score -3202180 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3202375.250000 Penalty: 5067.968262
	Iteration 19Q: 3 clusters Score -3202375 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3202528.500000 Penalty: 5067.968262
	Iteration 20F: 3 clusters Score -3202528 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3202698.000000 Penalty: 5067.968262
	Iteration 21Q: 3 clusters Score -3202698 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3202859.750000 Penalty: 5067.968262
	Iteration 22Q: 3 clusters Score -3202860 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3202992.000000 Penalty: 5067.968262
	Iteration 23Q: 3 clusters Score -3202992 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3203117.500000 Penalty: 5067.968262
	Iteration 24Q: 3 clusters Score -3203118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3203239.000000 Penalty: 5067.968262
	Iteration 25Q: 3 clusters Score -3203239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3203319.000000 Penalty: 5067.968262
	Iteration 26Q: 3 clusters Score -3203319 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3203424.250000 Penalty: 5067.968262
	Iteration 27Q: 3 clusters Score -3203424 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3203510.750000 Penalty: 5067.968262
	Iteration 28Q: 3 clusters Score -3203511 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3203613.250000 Penalty: 5067.968262
	Iteration 29Q: 3 clusters Score -3203613 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3203706.750000 Penalty: 5067.968262
	Iteration 30Q: 3 clusters Score -3203707 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3203793.500000 Penalty: 5067.968262
	Iteration 31Q: 3 clusters Score -3203794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3203856.250000 Penalty: 5067.968262
	Iteration 32Q: 3 clusters Score -3203856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3203900.500000 Penalty: 5067.968262
	Iteration 33Q: 3 clusters Score -3203900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3203942.250000 Penalty: 5067.968262
	Iteration 34Q: 3 clusters Score -3203942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3203970.250000 Penalty: 5067.968262
	Iteration 35Q: 3 clusters Score -3203970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3203990.750000 Penalty: 5067.968262
	Iteration 36Q: 3 clusters Score -3203991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3204011.500000 Penalty: 5067.968262
	Iteration 37Q: 3 clusters Score -3204012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3204028.250000 Penalty: 5067.968262
	Iteration 38Q: 3 clusters Score -3204028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3204031.250000 Penalty: 5067.968262
	Iteration 39Q: 3 clusters Score -3204031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3204031.500000 Penalty: 5067.968262
	Iteration 40F: 3 clusters Score -3204032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3204046.000000 Penalty: 5067.968262
	Iteration 41Q: 3 clusters Score -3204046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3204055.500000 Penalty: 5067.968262
	Iteration 42Q: 3 clusters Score -3204056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3204063.500000 Penalty: 5067.968262
	Iteration 43Q: 3 clusters Score -3204064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3204065.500000 Penalty: 5067.968262
	Iteration 44Q: 3 clusters Score -3204066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3204074.500000 Penalty: 5067.968262
	Iteration 45Q: 3 clusters Score -3204074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3204074.500000 Penalty: 5067.968262
	Iteration 46Q: 3 clusters Score -3204074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3204078.500000 Penalty: 5067.968262
	Iteration 47Q: 3 clusters Score -3204078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3204080.750000 Penalty: 5067.968262
	Iteration 48Q: 3 clusters Score -3204081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3204084.750000 Penalty: 5067.968262
	Iteration 49Q: 3 clusters Score -3204085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3204094.250000 Penalty: 5067.968262
	Iteration 50Q: 3 clusters Score -3204094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3204093.000000 Penalty: 5067.968262
	Iteration 51Q: 3 clusters Score -3204093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3204089.250000 Penalty: 5067.968262
	Iteration 52Q: 3 clusters Score -3204089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3204094.000000 Penalty: 5067.968262
	Iteration 53Q: 3 clusters Score -3204094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3204097.250000 Penalty: 5067.968262
	Iteration 54Q: 3 clusters Score -3204097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3204108.750000 Penalty: 5067.968262
	Iteration 55Q: 3 clusters Score -3204109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3204111.500000 Penalty: 5067.968262
	Iteration 56Q: 3 clusters Score -3204112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3204125.000000 Penalty: 5067.968262
	Iteration 57Q: 3 clusters Score -3204125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3204127.250000 Penalty: 5067.968262
	Iteration 58Q: 3 clusters Score -3204127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3204131.250000 Penalty: 5067.968262
	Iteration 59Q: 3 clusters Score -3204131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3204138.000000 Penalty: 5067.968262
	Iteration 60F: 3 clusters Score -3204138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3204140.500000 Penalty: 5067.968262
	Iteration 61Q: 3 clusters Score -3204140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3204142.250000 Penalty: 5067.968262
	Iteration 62Q: 3 clusters Score -3204142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3204139.500000 Penalty: 5067.968262
	Iteration 63Q: 3 clusters Score -3204140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3204143.000000 Penalty: 5067.968262
	Iteration 64Q: 3 clusters Score -3204143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3204142.750000 Penalty: 5067.968262
	Iteration 65Q: 3 clusters Score -3204143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3204144.000000 Penalty: 5067.968262
	Iteration 66Q: 3 clusters Score -3204144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3204147.250000 Penalty: 5067.968262
	Iteration 67Q: 3 clusters Score -3204147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3204148.000000 Penalty: 5067.968262
	Iteration 68Q: 3 clusters Score -3204148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3204148.000000 Penalty: 5067.968262
	Iteration 69Q: 3 clusters Score -3204148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3204145.000000 Penalty: 5067.968262
	Iteration 70Q: 3 clusters Score -3204145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3204145.750000 Penalty: 5067.968262
	Iteration 71Q: 3 clusters Score -3204146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3204148.000000 Penalty: 5067.968262
	Iteration 72Q: 3 clusters Score -3204148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3204156.000000 Penalty: 5067.968262
	Iteration 73Q: 3 clusters Score -3204156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3204155.750000 Penalty: 5067.968262
	Iteration 74Q: 3 clusters Score -3204156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3204159.500000 Penalty: 5067.968262
	Iteration 75Q: 3 clusters Score -3204160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3204160.750000 Penalty: 5067.968262
	Iteration 76Q: 3 clusters Score -3204161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3204156.750000 Penalty: 5067.968262
	Iteration 77Q: 3 clusters Score -3204157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3204155.500000 Penalty: 5067.968262
	Iteration 78Q: 3 clusters Score -3204156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3204158.750000 Penalty: 5067.968262
	Iteration 79Q: 3 clusters Score -3204159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3204159.000000 Penalty: 5067.968262
	Iteration 80F: 3 clusters Score -3204159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3204161.250000 Penalty: 5067.968262
	Iteration 81Q: 3 clusters Score -3204161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3204161.750000 Penalty: 5067.968262
	Iteration 82Q: 3 clusters Score -3204162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3204158.250000 Penalty: 5067.968262
	Iteration 83Q: 3 clusters Score -3204158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3204158.500000 Penalty: 5067.968262
	Iteration 84Q: 3 clusters Score -3204158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3204158.500000 Penalty: 5067.968262
	Iteration 85F: 3 clusters Score -3204158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -70724.531250 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -70724.53 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 337 members 
Entering Unmasked Estep 
Score: -69069.609375 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -69069.61 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69316.828125 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -69316.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69444.289062 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -69444.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69492.273438 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -69492.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69520.843750 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -69520.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69531.507812 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -69531.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69550.593750 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -69550.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69568.218750 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -69568.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69590.171875 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -69590.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69637.132812 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -69637.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69728.718750 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -69728.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69906.359375 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -69906.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70061.390625 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -70061.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70130.257812 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -70130.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70186.796875 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -70186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70215.500000 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -70215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70246.250000 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -70246.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70279.484375 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -70279.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70299.023438 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -70299.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70310.437500 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -70310.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70320.867188 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -70320.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70335.187500 Penalty: 3226.126953
	Iteration 21Q: 3 clusters Score -70335.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70345.640625 Penalty: 3226.126953
	Iteration 22Q: 3 clusters Score -70345.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70362.304688 Penalty: 3226.126953
	Iteration 23Q: 3 clusters Score -70362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70373.078125 Penalty: 3226.126953
	Iteration 24Q: 3 clusters Score -70373.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70379.273438 Penalty: 3226.126953
	Iteration 25Q: 3 clusters Score -70379.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70382.953125 Penalty: 3226.126953
	Iteration 26Q: 3 clusters Score -70382.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70384.335938 Penalty: 3226.126953
	Iteration 27Q: 3 clusters Score -70384.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70384.335938 Penalty: 3226.126953
	Iteration 28F: 3 clusters Score -70384.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Entering Unmasked Estep 
Score: -989362.875000 Penalty: 2224.130615
	Iteration 0F: 2 clusters Score -989362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -983060.625000 Penalty: 4448.261230
	Iteration 0F: 3 clusters Score -983060.6 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -984702.125000 Penalty: 4448.261230
	Iteration 1F: 3 clusters Score -984702.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -984957.000000 Penalty: 4448.261230
	Iteration 2F: 3 clusters Score -984957 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -985123.812500 Penalty: 4448.261230
	Iteration 3F: 3 clusters Score -985123.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -985232.812500 Penalty: 4448.261230
	Iteration 4Q: 3 clusters Score -985232.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -985323.875000 Penalty: 4448.261230
	Iteration 5Q: 3 clusters Score -985323.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -985407.937500 Penalty: 4448.261230
	Iteration 6Q: 3 clusters Score -985407.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -985478.937500 Penalty: 4448.261230
	Iteration 7Q: 3 clusters Score -985478.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -985552.125000 Penalty: 4448.261230
	Iteration 8Q: 3 clusters Score -985552.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -985609.812500 Penalty: 4448.261230
	Iteration 9Q: 3 clusters Score -985609.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -985664.312500 Penalty: 4448.261230
	Iteration 10Q: 3 clusters Score -985664.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -985713.000000 Penalty: 4448.261230
	Iteration 11Q: 3 clusters Score -985713 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -985767.562500 Penalty: 4448.261230
	Iteration 12Q: 3 clusters Score -985767.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -985844.437500 Penalty: 4448.261230
	Iteration 13Q: 3 clusters Score -985844.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -985938.375000 Penalty: 4448.261230
	Iteration 14Q: 3 clusters Score -985938.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -986026.562500 Penalty: 4448.261230
	Iteration 15Q: 3 clusters Score -986026.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -986105.875000 Penalty: 4448.261230
	Iteration 16Q: 3 clusters Score -986105.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -986189.500000 Penalty: 4448.261230
	Iteration 17Q: 3 clusters Score -986189.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -986264.062500 Penalty: 4448.261230
	Iteration 18Q: 3 clusters Score -986264.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -986369.000000 Penalty: 4448.261230
	Iteration 19Q: 3 clusters Score -986369 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -986480.687500 Penalty: 4448.261230
	Iteration 20F: 3 clusters Score -986480.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -986583.625000 Penalty: 4448.261230
	Iteration 21Q: 3 clusters Score -986583.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -986691.312500 Penalty: 4448.261230
	Iteration 22Q: 3 clusters Score -986691.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -986812.687500 Penalty: 4448.261230
	Iteration 23Q: 3 clusters Score -986812.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -986922.750000 Penalty: 4448.261230
	Iteration 24Q: 3 clusters Score -986922.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -987026.125000 Penalty: 4448.261230
	Iteration 25Q: 3 clusters Score -987026.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -987110.375000 Penalty: 4448.261230
	Iteration 26Q: 3 clusters Score -987110.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -987179.937500 Penalty: 4448.261230
	Iteration 27Q: 3 clusters Score -987179.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -987228.562500 Penalty: 4448.261230
	Iteration 28Q: 3 clusters Score -987228.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -987272.875000 Penalty: 4448.261230
	Iteration 29Q: 3 clusters Score -987272.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -987294.125000 Penalty: 4448.261230
	Iteration 30Q: 3 clusters Score -987294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -987306.437500 Penalty: 4448.261230
	Iteration 31Q: 3 clusters Score -987306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -987314.250000 Penalty: 4448.261230
	Iteration 32Q: 3 clusters Score -987314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -987318.187500 Penalty: 4448.261230
	Iteration 33Q: 3 clusters Score -987318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -987317.312500 Penalty: 4448.261230
	Iteration 34Q: 3 clusters Score -987317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -987317.312500 Penalty: 4448.261230
	Iteration 35F: 3 clusters Score -987317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -495259.250000 Penalty: 2063.652344
	Iteration 0F: 2 clusters Score -495259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -491304.843750 Penalty: 4127.304688
	Iteration 0F: 3 clusters Score -491304.8 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -492229.812500 Penalty: 4127.304688
	Iteration 1F: 3 clusters Score -492229.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -492503.593750 Penalty: 4127.304688
	Iteration 2F: 3 clusters Score -492503.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -492719.187500 Penalty: 4127.304688
	Iteration 3F: 3 clusters Score -492719.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -492894.468750 Penalty: 4127.304688
	Iteration 4F: 3 clusters Score -492894.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -493089.187500 Penalty: 4127.304688
	Iteration 5F: 3 clusters Score -493089.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -493235.843750 Penalty: 4127.304688
	Iteration 6Q: 3 clusters Score -493235.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -493351.656250 Penalty: 4127.304688
	Iteration 7Q: 3 clusters Score -493351.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -493451.500000 Penalty: 4127.304688
	Iteration 8Q: 3 clusters Score -493451.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -493521.906250 Penalty: 4127.304688
	Iteration 9Q: 3 clusters Score -493521.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -493584.218750 Penalty: 4127.304688
	Iteration 10Q: 3 clusters Score -493584.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -493637.437500 Penalty: 4127.304688
	Iteration 11Q: 3 clusters Score -493637.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -493680.937500 Penalty: 4127.304688
	Iteration 12Q: 3 clusters Score -493680.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -493713.562500 Penalty: 4127.304688
	Iteration 13Q: 3 clusters Score -493713.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -493737.437500 Penalty: 4127.304688
	Iteration 14Q: 3 clusters Score -493737.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -493750.625000 Penalty: 4127.304688
	Iteration 15Q: 3 clusters Score -493750.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -493761.812500 Penalty: 4127.304688
	Iteration 16Q: 3 clusters Score -493761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -493769.875000 Penalty: 4127.304688
	Iteration 17Q: 3 clusters Score -493769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -493778.156250 Penalty: 4127.304688
	Iteration 18Q: 3 clusters Score -493778.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -493785.250000 Penalty: 4127.304688
	Iteration 19Q: 3 clusters Score -493785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -493793.156250 Penalty: 4127.304688
	Iteration 20F: 3 clusters Score -493793.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -493803.281250 Penalty: 4127.304688
	Iteration 21Q: 3 clusters Score -493803.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -493810.843750 Penalty: 4127.304688
	Iteration 22Q: 3 clusters Score -493810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -493818.031250 Penalty: 4127.304688
	Iteration 23Q: 3 clusters Score -493818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -493823.031250 Penalty: 4127.304688
	Iteration 24Q: 3 clusters Score -493823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -493828.281250 Penalty: 4127.304688
	Iteration 25Q: 3 clusters Score -493828.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -493832.656250 Penalty: 4127.304688
	Iteration 26Q: 3 clusters Score -493832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -493833.093750 Penalty: 4127.304688
	Iteration 27Q: 3 clusters Score -493833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -493834.968750 Penalty: 4127.304688
	Iteration 28Q: 3 clusters Score -493835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -493835.031250 Penalty: 4127.304688
	Iteration 29Q: 3 clusters Score -493835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -493835.031250 Penalty: 4127.304688
	Iteration 30F: 3 clusters Score -493835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Entering Unmasked Estep 
Score: -820468.000000 Penalty: 2214.401367
	Iteration 0F: 2 clusters Score -820468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -814381.187500 Penalty: 4428.802734
	Iteration 0F: 3 clusters Score -814381.2 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -816366.437500 Penalty: 4428.802734
	Iteration 1F: 3 clusters Score -816366.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -817017.062500 Penalty: 4428.802734
	Iteration 2F: 3 clusters Score -817017.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -817585.812500 Penalty: 4428.802734
	Iteration 3F: 3 clusters Score -817585.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -818107.500000 Penalty: 4428.802734
	Iteration 4F: 3 clusters Score -818107.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -818441.562500 Penalty: 4428.802734
	Iteration 5F: 3 clusters Score -818441.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -818645.750000 Penalty: 4428.802734
	Iteration 6Q: 3 clusters Score -818645.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -818789.937500 Penalty: 4428.802734
	Iteration 7Q: 3 clusters Score -818789.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -818897.937500 Penalty: 4428.802734
	Iteration 8Q: 3 clusters Score -818897.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -818973.875000 Penalty: 4428.802734
	Iteration 9Q: 3 clusters Score -818973.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -819037.312500 Penalty: 4428.802734
	Iteration 10Q: 3 clusters Score -819037.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -819082.312500 Penalty: 4428.802734
	Iteration 11Q: 3 clusters Score -819082.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -819121.312500 Penalty: 4428.802734
	Iteration 12Q: 3 clusters Score -819121.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -819156.437500 Penalty: 4428.802734
	Iteration 13Q: 3 clusters Score -819156.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -819186.000000 Penalty: 4428.802734
	Iteration 14Q: 3 clusters Score -819186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -819219.687500 Penalty: 4428.802734
	Iteration 15Q: 3 clusters Score -819219.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -819245.937500 Penalty: 4428.802734
	Iteration 16Q: 3 clusters Score -819245.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -819262.187500 Penalty: 4428.802734
	Iteration 17Q: 3 clusters Score -819262.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -819274.812500 Penalty: 4428.802734
	Iteration 18Q: 3 clusters Score -819274.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -819280.812500 Penalty: 4428.802734
	Iteration 19Q: 3 clusters Score -819280.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -819285.937500 Penalty: 4428.802734
	Iteration 20F: 3 clusters Score -819285.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -819294.187500 Penalty: 4428.802734
	Iteration 21Q: 3 clusters Score -819294.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -819306.125000 Penalty: 4428.802734
	Iteration 22Q: 3 clusters Score -819306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -819312.000000 Penalty: 4428.802734
	Iteration 23Q: 3 clusters Score -819312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -819319.687500 Penalty: 4428.802734
	Iteration 24Q: 3 clusters Score -819319.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -819325.687500 Penalty: 4428.802734
	Iteration 25Q: 3 clusters Score -819325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -819328.062500 Penalty: 4428.802734
	Iteration 26Q: 3 clusters Score -819328.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -819335.125000 Penalty: 4428.802734
	Iteration 27Q: 3 clusters Score -819335.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -819339.750000 Penalty: 4428.802734
	Iteration 28Q: 3 clusters Score -819339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -819343.312500 Penalty: 4428.802734
	Iteration 29Q: 3 clusters Score -819343.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -819348.687500 Penalty: 4428.802734
	Iteration 30Q: 3 clusters Score -819348.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -819356.687500 Penalty: 4428.802734
	Iteration 31Q: 3 clusters Score -819356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -819360.437500 Penalty: 4428.802734
	Iteration 32Q: 3 clusters Score -819360.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -819364.812500 Penalty: 4428.802734
	Iteration 33Q: 3 clusters Score -819364.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -819367.562500 Penalty: 4428.802734
	Iteration 34Q: 3 clusters Score -819367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -819368.187500 Penalty: 4428.802734
	Iteration 35Q: 3 clusters Score -819368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -819370.250000 Penalty: 4428.802734
	Iteration 36Q: 3 clusters Score -819370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -819373.937500 Penalty: 4428.802734
	Iteration 37Q: 3 clusters Score -819373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -819377.437500 Penalty: 4428.802734
	Iteration 38Q: 3 clusters Score -819377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -819378.750000 Penalty: 4428.802734
	Iteration 39Q: 3 clusters Score -819378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -819389.125000 Penalty: 4428.802734
	Iteration 40F: 3 clusters Score -819389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -819390.937500 Penalty: 4428.802734
	Iteration 41Q: 3 clusters Score -819390.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -819399.312500 Penalty: 4428.802734
	Iteration 42Q: 3 clusters Score -819399.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -819401.375000 Penalty: 4428.802734
	Iteration 43Q: 3 clusters Score -819401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -819405.000000 Penalty: 4428.802734
	Iteration 44Q: 3 clusters Score -819405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -819406.250000 Penalty: 4428.802734
	Iteration 45Q: 3 clusters Score -819406.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -819412.062500 Penalty: 4428.802734
	Iteration 46Q: 3 clusters Score -819412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -819415.687500 Penalty: 4428.802734
	Iteration 47Q: 3 clusters Score -819415.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -819421.000000 Penalty: 4428.802734
	Iteration 48Q: 3 clusters Score -819421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -819425.562500 Penalty: 4428.802734
	Iteration 49Q: 3 clusters Score -819425.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -819427.437500 Penalty: 4428.802734
	Iteration 50Q: 3 clusters Score -819427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -819429.437500 Penalty: 4428.802734
	Iteration 51Q: 3 clusters Score -819429.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -819434.500000 Penalty: 4428.802734
	Iteration 52Q: 3 clusters Score -819434.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -819437.125000 Penalty: 4428.802734
	Iteration 53Q: 3 clusters Score -819437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -819442.750000 Penalty: 4428.802734
	Iteration 54Q: 3 clusters Score -819442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -819445.500000 Penalty: 4428.802734
	Iteration 55Q: 3 clusters Score -819445.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -819448.062500 Penalty: 4428.802734
	Iteration 56Q: 3 clusters Score -819448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -819447.250000 Penalty: 4428.802734
	Iteration 57Q: 3 clusters Score -819447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -819449.187500 Penalty: 4428.802734
	Iteration 58Q: 3 clusters Score -819449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -819450.625000 Penalty: 4428.802734
	Iteration 59Q: 3 clusters Score -819450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -819450.625000 Penalty: 4428.802734
	Iteration 60F: 3 clusters Score -819450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -1192038.500000 Penalty: 2282.372314
	Iteration 0F: 2 clusters Score -1192038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1184464.375000 Penalty: 4564.744629
	Iteration 0F: 3 clusters Score -1184464 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1186743.000000 Penalty: 4564.744629
	Iteration 1F: 3 clusters Score -1186743 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1187099.875000 Penalty: 4564.744629
	Iteration 2F: 3 clusters Score -1187100 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1187347.375000 Penalty: 4564.744629
	Iteration 3F: 3 clusters Score -1187347 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1187572.125000 Penalty: 4564.744629
	Iteration 4Q: 3 clusters Score -1187572 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1187795.500000 Penalty: 4564.744629
	Iteration 5Q: 3 clusters Score -1187796 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1188034.125000 Penalty: 4564.744629
	Iteration 6Q: 3 clusters Score -1188034 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1188259.000000 Penalty: 4564.744629
	Iteration 7Q: 3 clusters Score -1188259 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1188470.000000 Penalty: 4564.744629
	Iteration 8Q: 3 clusters Score -1188470 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1188715.375000 Penalty: 4564.744629
	Iteration 9Q: 3 clusters Score -1188715 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1188974.625000 Penalty: 4564.744629
	Iteration 10Q: 3 clusters Score -1188975 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1189190.625000 Penalty: 4564.744629
	Iteration 11Q: 3 clusters Score -1189191 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1189379.875000 Penalty: 4564.744629
	Iteration 12Q: 3 clusters Score -1189380 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1189530.250000 Penalty: 4564.744629
	Iteration 13Q: 3 clusters Score -1189530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1189648.750000 Penalty: 4564.744629
	Iteration 14Q: 3 clusters Score -1189649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1189731.125000 Penalty: 4564.744629
	Iteration 15Q: 3 clusters Score -1189731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1189786.375000 Penalty: 4564.744629
	Iteration 16Q: 3 clusters Score -1189786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1189828.125000 Penalty: 4564.744629
	Iteration 17Q: 3 clusters Score -1189828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1189861.875000 Penalty: 4564.744629
	Iteration 18Q: 3 clusters Score -1189862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1189892.250000 Penalty: 4564.744629
	Iteration 19Q: 3 clusters Score -1189892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1189913.875000 Penalty: 4564.744629
	Iteration 20F: 3 clusters Score -1189914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1189928.875000 Penalty: 4564.744629
	Iteration 21Q: 3 clusters Score -1189929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1189942.875000 Penalty: 4564.744629
	Iteration 22Q: 3 clusters Score -1189943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1189951.000000 Penalty: 4564.744629
	Iteration 23Q: 3 clusters Score -1189951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1189959.625000 Penalty: 4564.744629
	Iteration 24Q: 3 clusters Score -1189960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1189974.500000 Penalty: 4564.744629
	Iteration 25Q: 3 clusters Score -1189974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1189989.125000 Penalty: 4564.744629
	Iteration 26Q: 3 clusters Score -1189989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1190002.625000 Penalty: 4564.744629
	Iteration 27Q: 3 clusters Score -1190003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1190008.500000 Penalty: 4564.744629
	Iteration 28Q: 3 clusters Score -1190008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1190016.000000 Penalty: 4564.744629
	Iteration 29Q: 3 clusters Score -1190016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1190025.875000 Penalty: 4564.744629
	Iteration 30Q: 3 clusters Score -1190026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1190035.625000 Penalty: 4564.744629
	Iteration 31Q: 3 clusters Score -1190036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1190040.625000 Penalty: 4564.744629
	Iteration 32Q: 3 clusters Score -1190041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1190044.625000 Penalty: 4564.744629
	Iteration 33Q: 3 clusters Score -1190045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1190054.000000 Penalty: 4564.744629
	Iteration 34Q: 3 clusters Score -1190054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1190068.750000 Penalty: 4564.744629
	Iteration 35Q: 3 clusters Score -1190069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1190073.875000 Penalty: 4564.744629
	Iteration 36Q: 3 clusters Score -1190074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1190079.625000 Penalty: 4564.744629
	Iteration 37Q: 3 clusters Score -1190080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1190087.500000 Penalty: 4564.744629
	Iteration 38Q: 3 clusters Score -1190088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1190090.875000 Penalty: 4564.744629
	Iteration 39Q: 3 clusters Score -1190091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1190097.875000 Penalty: 4564.744629
	Iteration 40F: 3 clusters Score -1190098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1190102.625000 Penalty: 4564.744629
	Iteration 41Q: 3 clusters Score -1190103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1190104.000000 Penalty: 4564.744629
	Iteration 42Q: 3 clusters Score -1190104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1190107.750000 Penalty: 4564.744629
	Iteration 43Q: 3 clusters Score -1190108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1190111.500000 Penalty: 4564.744629
	Iteration 44Q: 3 clusters Score -1190112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1190111.000000 Penalty: 4564.744629
	Iteration 45Q: 3 clusters Score -1190111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1190111.000000 Penalty: 4564.744629
	Iteration 46F: 3 clusters Score -1190111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128527.039062 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -128527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126697.007812 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -126697 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127214.125000 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -127214.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127612.164062 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -127612.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -127825.179688 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -127825.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -127946.273438 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -127946.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -128015.429688 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -128015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -128051.382812 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -128051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -128064.960938 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -128065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -128073.445312 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -128073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -128075.085938 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -128075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -128075.085938 Penalty: 3477.562012
	Iteration 10F: 3 clusters Score -128075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -1778255.250000 Penalty: 2377.063721
	Iteration 0F: 2 clusters Score -1778255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1767736.375000 Penalty: 4754.127441
	Iteration 0F: 3 clusters Score -1767736 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1771200.375000 Penalty: 4754.127441
	Iteration 1F: 3 clusters Score -1771200 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1771813.875000 Penalty: 4754.127441
	Iteration 2F: 3 clusters Score -1771814 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1772482.625000 Penalty: 4754.127441
	Iteration 3F: 3 clusters Score -1772483 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1773146.000000 Penalty: 4754.127441
	Iteration 4F: 3 clusters Score -1773146 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1773654.125000 Penalty: 4754.127441
	Iteration 5F: 3 clusters Score -1773654 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1774018.750000 Penalty: 4754.127441
	Iteration 6Q: 3 clusters Score -1774019 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1774313.750000 Penalty: 4754.127441
	Iteration 7Q: 3 clusters Score -1774314 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1774558.250000 Penalty: 4754.127441
	Iteration 8Q: 3 clusters Score -1774558 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1774775.625000 Penalty: 4754.127441
	Iteration 9Q: 3 clusters Score -1774776 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1775013.875000 Penalty: 4754.127441
	Iteration 10Q: 3 clusters Score -1775014 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1775229.625000 Penalty: 4754.127441
	Iteration 11Q: 3 clusters Score -1775230 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1775430.375000 Penalty: 4754.127441
	Iteration 12Q: 3 clusters Score -1775430 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1775620.500000 Penalty: 4754.127441
	Iteration 13Q: 3 clusters Score -1775620 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1775787.000000 Penalty: 4754.127441
	Iteration 14Q: 3 clusters Score -1775787 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1775977.625000 Penalty: 4754.127441
	Iteration 15Q: 3 clusters Score -1775978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1776195.875000 Penalty: 4754.127441
	Iteration 16Q: 3 clusters Score -1776196 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1776432.875000 Penalty: 4754.127441
	Iteration 17Q: 3 clusters Score -1776433 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1776632.625000 Penalty: 4754.127441
	Iteration 18Q: 3 clusters Score -1776633 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1776817.000000 Penalty: 4754.127441
	Iteration 19Q: 3 clusters Score -1776817 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1776954.250000 Penalty: 4754.127441
	Iteration 20F: 3 clusters Score -1776954 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1777065.375000 Penalty: 4754.127441
	Iteration 21Q: 3 clusters Score -1777065 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1777140.125000 Penalty: 4754.127441
	Iteration 22Q: 3 clusters Score -1777140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1777191.875000 Penalty: 4754.127441
	Iteration 23Q: 3 clusters Score -1777192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1777241.000000 Penalty: 4754.127441
	Iteration 24Q: 3 clusters Score -1777241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1777274.125000 Penalty: 4754.127441
	Iteration 25Q: 3 clusters Score -1777274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1777314.625000 Penalty: 4754.127441
	Iteration 26Q: 3 clusters Score -1777315 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1777341.000000 Penalty: 4754.127441
	Iteration 27Q: 3 clusters Score -1777341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1777364.375000 Penalty: 4754.127441
	Iteration 28Q: 3 clusters Score -1777364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1777382.000000 Penalty: 4754.127441
	Iteration 29Q: 3 clusters Score -1777382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1777403.000000 Penalty: 4754.127441
	Iteration 30Q: 3 clusters Score -1777403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1777418.625000 Penalty: 4754.127441
	Iteration 31Q: 3 clusters Score -1777419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1777436.500000 Penalty: 4754.127441
	Iteration 32Q: 3 clusters Score -1777436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1777451.250000 Penalty: 4754.127441
	Iteration 33Q: 3 clusters Score -1777451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1777458.875000 Penalty: 4754.127441
	Iteration 34Q: 3 clusters Score -1777459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1777465.375000 Penalty: 4754.127441
	Iteration 35Q: 3 clusters Score -1777465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1777472.500000 Penalty: 4754.127441
	Iteration 36Q: 3 clusters Score -1777472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1777479.750000 Penalty: 4754.127441
	Iteration 37Q: 3 clusters Score -1777480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1777487.125000 Penalty: 4754.127441
	Iteration 38Q: 3 clusters Score -1777487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1777490.250000 Penalty: 4754.127441
	Iteration 39Q: 3 clusters Score -1777490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1777497.125000 Penalty: 4754.127441
	Iteration 40F: 3 clusters Score -1777497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1777498.750000 Penalty: 4754.127441
	Iteration 41Q: 3 clusters Score -1777499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1777503.000000 Penalty: 4754.127441
	Iteration 42Q: 3 clusters Score -1777503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1777505.250000 Penalty: 4754.127441
	Iteration 43Q: 3 clusters Score -1777505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1777505.375000 Penalty: 4754.127441
	Iteration 44Q: 3 clusters Score -1777505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1777506.625000 Penalty: 4754.127441
	Iteration 45Q: 3 clusters Score -1777507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1777507.500000 Penalty: 4754.127441
	Iteration 46Q: 3 clusters Score -1777508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1777511.625000 Penalty: 4754.127441
	Iteration 47Q: 3 clusters Score -1777512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1777512.875000 Penalty: 4754.127441
	Iteration 48Q: 3 clusters Score -1777513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1777513.625000 Penalty: 4754.127441
	Iteration 49Q: 3 clusters Score -1777514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1777510.250000 Penalty: 4754.127441
	Iteration 50Q: 3 clusters Score -1777510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1777512.875000 Penalty: 4754.127441
	Iteration 51Q: 3 clusters Score -1777513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1777512.875000 Penalty: 4754.127441
	Iteration 52F: 3 clusters Score -1777513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -184369.328125 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -184369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181974.765625 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -181974.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182410.390625 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -182410.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182523.656250 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -182523.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182584.750000 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -182584.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -182622.000000 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -182622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182654.000000 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -182654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182684.734375 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -182684.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182708.187500 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -182708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -182729.265625 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -182729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -182749.015625 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -182749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -182773.687500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -182773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182797.734375 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -182797.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -182815.265625 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -182815.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -182831.640625 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -182831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -182849.687500 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -182849.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -182860.296875 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -182860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -182862.968750 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -182863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182865.000000 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -182865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182868.078125 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -182868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182870.343750 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -182870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182870.984375 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -182871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -182871.828125 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -182871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182873.156250 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -182873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -182873.765625 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -182873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -182877.375000 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -182877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -182884.312500 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -182884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -182889.187500 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -182889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -182893.953125 Penalty: 3673.427246
	Iteration 27Q: 3 clusters Score -182894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182896.843750 Penalty: 3673.427246
	Iteration 28Q: 3 clusters Score -182896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182899.812500 Penalty: 3673.427246
	Iteration 29Q: 3 clusters Score -182899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -182902.593750 Penalty: 3673.427246
	Iteration 30Q: 3 clusters Score -182902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -182903.031250 Penalty: 3673.427246
	Iteration 31Q: 3 clusters Score -182903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182905.093750 Penalty: 3673.427246
	Iteration 32Q: 3 clusters Score -182905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182908.875000 Penalty: 3673.427246
	Iteration 33Q: 3 clusters Score -182908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182911.656250 Penalty: 3673.427246
	Iteration 34Q: 3 clusters Score -182911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -182915.218750 Penalty: 3673.427246
	Iteration 35Q: 3 clusters Score -182915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -182921.250000 Penalty: 3673.427246
	Iteration 36Q: 3 clusters Score -182921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182924.531250 Penalty: 3673.427246
	Iteration 37Q: 3 clusters Score -182924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182925.296875 Penalty: 3673.427246
	Iteration 38Q: 3 clusters Score -182925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182925.296875 Penalty: 3673.427246
	Iteration 39F: 3 clusters Score -182925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -11537.147461 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -11537.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10591.627930 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -10591.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10750.332031 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -10750.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10853.893555 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -10853.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10886.731445 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -10886.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10898.823242 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -10898.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10898.823242 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -10898.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (334287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334287 members 
Entering Unmasked Estep 
Score: -41924300.000000 Penalty: 3154.499268
	Iteration 0F: 2 clusters Score -4.19243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 167360 members 
Entering Unmasked Estep 
Score: -41714820.000000 Penalty: 6308.998535
	Iteration 0F: 3 clusters Score -4.171482e+07 nChanged 162174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165115 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -41810512.000000 Penalty: 6308.998535
	Iteration 1F: 3 clusters Score -4.181051e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -41811864.000000 Penalty: 6308.998535
	Iteration 2Q: 3 clusters Score -4.181186e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -41813196.000000 Penalty: 6308.998535
	Iteration 3Q: 3 clusters Score -4.18132e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 175517 members 
Entering Unmasked Estep 
Score: -41815240.000000 Penalty: 6308.998535
	Iteration 4Q: 3 clusters Score -4.181524e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -41817436.000000 Penalty: 6308.998535
	Iteration 5Q: 3 clusters Score -4.181744e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 187493 members 
Entering Unmasked Estep 
Score: -41821488.000000 Penalty: 6308.998535
	Iteration 6Q: 3 clusters Score -4.182149e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136059 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -41827496.000000 Penalty: 6308.998535
	Iteration 7Q: 3 clusters Score -4.18275e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120953 members 
Mstep: Class 2 contains 213334 members 
Entering Unmasked Estep 
Score: -41837160.000000 Penalty: 6308.998535
	Iteration 8F: 3 clusters Score -4.183716e+07 nChanged 20695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 232663 members 
Entering Unmasked Estep 
Score: -41850948.000000 Penalty: 6308.998535
	Iteration 9F: 3 clusters Score -4.185095e+07 nChanged 22394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 254261 members 
Entering Unmasked Estep 
Score: -41867600.000000 Penalty: 6308.998535
	Iteration 10F: 3 clusters Score -4.18676e+07 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 274780 members 
Entering Unmasked Estep 
Score: -41882208.000000 Penalty: 6308.998535
	Iteration 11F: 3 clusters Score -4.188221e+07 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 291649 members 
Entering Unmasked Estep 
Score: -41893576.000000 Penalty: 6308.998535
	Iteration 12F: 3 clusters Score -4.189358e+07 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 304544 members 
Entering Unmasked Estep 
Score: -41901840.000000 Penalty: 6308.998535
	Iteration 13Q: 3 clusters Score -4.190184e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 314110 members 
Entering Unmasked Estep 
Score: -41908248.000000 Penalty: 6308.998535
	Iteration 14Q: 3 clusters Score -4.190825e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 320819 members 
Entering Unmasked Estep 
Score: -41912792.000000 Penalty: 6308.998535
	Iteration 15Q: 3 clusters Score -4.191279e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 325413 members 
Entering Unmasked Estep 
Score: -41915896.000000 Penalty: 6308.998535
	Iteration 16Q: 3 clusters Score -4.19159e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 328391 members 
Entering Unmasked Estep 
Score: -41917748.000000 Penalty: 6308.998535
	Iteration 17Q: 3 clusters Score -4.191775e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 330249 members 
Entering Unmasked Estep 
Score: -41919136.000000 Penalty: 6308.998535
	Iteration 18Q: 3 clusters Score -4.191914e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 331373 members 
Entering Unmasked Estep 
Score: -41920064.000000 Penalty: 6308.998535
	Iteration 19Q: 3 clusters Score -4.192006e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 332022 members 
Entering Unmasked Estep 
Score: -41920600.000000 Penalty: 6308.998535
	Iteration 20F: 3 clusters Score -4.19206e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 332416 members 
Entering Unmasked Estep 
Score: -41920828.000000 Penalty: 6308.998535
	Iteration 21Q: 3 clusters Score -4.192083e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 332660 members 
Entering Unmasked Estep 
Score: -41921072.000000 Penalty: 6308.998535
	Iteration 22Q: 3 clusters Score -4.192107e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 332819 members 
Entering Unmasked Estep 
Score: -41921164.000000 Penalty: 6308.998535
	Iteration 23Q: 3 clusters Score -4.192116e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 332938 members 
Entering Unmasked Estep 
Score: -41921284.000000 Penalty: 6308.998535
	Iteration 24Q: 3 clusters Score -4.192128e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 333011 members 
Entering Unmasked Estep 
Score: -41921364.000000 Penalty: 6308.998535
	Iteration 25Q: 3 clusters Score -4.192136e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 333067 members 
Entering Unmasked Estep 
Score: -41921396.000000 Penalty: 6308.998535
	Iteration 26Q: 3 clusters Score -4.19214e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 333110 members 
Entering Unmasked Estep 
Score: -41921424.000000 Penalty: 6308.998535
	Iteration 27Q: 3 clusters Score -4.192142e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 333135 members 
Entering Unmasked Estep 
Score: -41921440.000000 Penalty: 6308.998535
	Iteration 28Q: 3 clusters Score -4.192144e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 333165 members 
Entering Unmasked Estep 
Score: -41921472.000000 Penalty: 6308.998535
	Iteration 29Q: 3 clusters Score -4.192147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 333191 members 
Entering Unmasked Estep 
Score: -41921488.000000 Penalty: 6308.998535
	Iteration 30Q: 3 clusters Score -4.192149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 333203 members 
Entering Unmasked Estep 
Score: -41921504.000000 Penalty: 6308.998535
	Iteration 31Q: 3 clusters Score -4.19215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 333211 members 
Entering Unmasked Estep 
Score: -41921568.000000 Penalty: 6308.998535
	Iteration 32Q: 3 clusters Score -4.192157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 333222 members 
Entering Unmasked Estep 
Score: -41921572.000000 Penalty: 6308.998535
	Iteration 33Q: 3 clusters Score -4.192157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 333237 members 
Entering Unmasked Estep 
Score: -41921584.000000 Penalty: 6308.998535
	Iteration 34Q: 3 clusters Score -4.192158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 333245 members 
Entering Unmasked Estep 
Score: -41921632.000000 Penalty: 6308.998535
	Iteration 35Q: 3 clusters Score -4.192163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 333259 members 
Entering Unmasked Estep 
Score: -41921660.000000 Penalty: 6308.998535
	Iteration 36Q: 3 clusters Score -4.192166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 333269 members 
Entering Unmasked Estep 
Score: -41921656.000000 Penalty: 6308.998535
	Iteration 37Q: 3 clusters Score -4.192166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 333277 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 38Q: 3 clusters Score -4.192167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 333281 members 
Entering Unmasked Estep 
Score: -41921640.000000 Penalty: 6308.998535
	Iteration 39Q: 3 clusters Score -4.192164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 333285 members 
Entering Unmasked Estep 
Score: -41921680.000000 Penalty: 6308.998535
	Iteration 40F: 3 clusters Score -4.192168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 333291 members 
Entering Unmasked Estep 
Score: -41921672.000000 Penalty: 6308.998535
	Iteration 41Q: 3 clusters Score -4.192167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 333297 members 
Entering Unmasked Estep 
Score: -41921664.000000 Penalty: 6308.998535
	Iteration 42Q: 3 clusters Score -4.192166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 333298 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 43Q: 3 clusters Score -4.192167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 333300 members 
Entering Unmasked Estep 
Score: -41921680.000000 Penalty: 6308.998535
	Iteration 44Q: 3 clusters Score -4.192168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 333302 members 
Entering Unmasked Estep 
Score: -41921680.000000 Penalty: 6308.998535
	Iteration 45Q: 3 clusters Score -4.192168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 333302 members 
Entering Unmasked Estep 
Score: -41921680.000000 Penalty: 6308.998535
	Iteration 46Q: 3 clusters Score -4.192168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 333305 members 
Entering Unmasked Estep 
Score: -41921676.000000 Penalty: 6308.998535
	Iteration 47Q: 3 clusters Score -4.192168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 333304 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 48Q: 3 clusters Score -4.192167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 333307 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 49Q: 3 clusters Score -4.192167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 333307 members 
Entering Unmasked Estep 
Score: -41921652.000000 Penalty: 6308.998535
	Iteration 50Q: 3 clusters Score -4.192165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 333304 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 51Q: 3 clusters Score -4.192167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 333305 members 
Entering Unmasked Estep 
Score: -41921684.000000 Penalty: 6308.998535
	Iteration 52Q: 3 clusters Score -4.192168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 333308 members 
Entering Unmasked Estep 
Score: -41921692.000000 Penalty: 6308.998535
	Iteration 53Q: 3 clusters Score -4.192169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 333309 members 
Entering Unmasked Estep 
Score: -41921672.000000 Penalty: 6308.998535
	Iteration 54Q: 3 clusters Score -4.192167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 333315 members 
Entering Unmasked Estep 
Score: -41921668.000000 Penalty: 6308.998535
	Iteration 55Q: 3 clusters Score -4.192167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 333319 members 
Entering Unmasked Estep 
Score: -41921684.000000 Penalty: 6308.998535
	Iteration 56Q: 3 clusters Score -4.192168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 333321 members 
Entering Unmasked Estep 
Score: -41921696.000000 Penalty: 6308.998535
	Iteration 57Q: 3 clusters Score -4.19217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 333324 members 
Entering Unmasked Estep 
Score: -41921692.000000 Penalty: 6308.998535
	Iteration 58Q: 3 clusters Score -4.192169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 333325 members 
Entering Unmasked Estep 
Score: -41921696.000000 Penalty: 6308.998535
	Iteration 59Q: 3 clusters Score -4.19217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 333327 members 
Entering Unmasked Estep 
Score: -41921688.000000 Penalty: 6308.998535
	Iteration 60F: 3 clusters Score -4.192169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 333328 members 
Entering Unmasked Estep 
Score: -41921700.000000 Penalty: 6308.998535
	Iteration 61Q: 3 clusters Score -4.19217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 333328 members 
Entering Unmasked Estep 
Score: -41921700.000000 Penalty: 6308.998535
	Iteration 62F: 3 clusters Score -4.19217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25518.394531 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -25518.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24407.144531 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -24407.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24611.076172 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -24611.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24677.863281 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -24677.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24735.498047 Penalty: 2805.372070
	Iteration 3F: 3 clusters Score -24735.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24789.523438 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -24789.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24815.085938 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -24815.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24826.906250 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -24826.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24849.822266 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -24849.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24863.027344 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -24863.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24908.316406 Penalty: 2805.372070
	Iteration 9Q: 3 clusters Score -24908.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24914.078125 Penalty: 2805.372070
	Iteration 10Q: 3 clusters Score -24914.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24926.076172 Penalty: 2805.372070
	Iteration 11Q: 3 clusters Score -24926.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24932.404297 Penalty: 2805.372070
	Iteration 12Q: 3 clusters Score -24932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24932.404297 Penalty: 2805.372070
	Iteration 13F: 3 clusters Score -24932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -90518.234375 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -90518.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88758.937500 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -88758.94 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89002.781250 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -89002.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89074.289062 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -89074.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89108.687500 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -89108.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89129.070312 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -89129.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89141.906250 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -89141.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89146.742188 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -89146.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89156.132812 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -89156.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89156.132812 Penalty: 3299.179688
	Iteration 8F: 3 clusters Score -89156.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -30972.265625 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -30972.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29756.433594 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -29756.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29880.857422 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -29880.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29936.685547 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -29936.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29955.123047 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -29955.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29959.048828 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -29959.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29967.593750 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -29967.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29977.093750 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -29977.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29977.093750 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -29977.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -69529.828125 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -69529.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67879.843750 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -67879.84 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68153.945312 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -68153.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68257.265625 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -68257.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68290.468750 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -68290.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68316.828125 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -68316.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68336.710938 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -68336.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68346.281250 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -68346.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68354.742188 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -68354.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68359.968750 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -68359.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68371.359375 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -68371.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68378.445312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -68378.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68387.562500 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -68387.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68392.804688 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -68392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68395.500000 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -68395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68400.078125 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -68400.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68404.320312 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -68404.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68404.320312 Penalty: 3223.894287
	Iteration 16F: 3 clusters Score -68404.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (35155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Entering Unmasked Estep 
Score: -4344773.500000 Penalty: 2595.945312
	Iteration 0F: 2 clusters Score -4344774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4320807.000000 Penalty: 5191.890625
	Iteration 0F: 3 clusters Score -4320807 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4329898.000000 Penalty: 5191.890625
	Iteration 1F: 3 clusters Score -4329898 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4330827.500000 Penalty: 5191.890625
	Iteration 2F: 3 clusters Score -4330828 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4332042.000000 Penalty: 5191.890625
	Iteration 3F: 3 clusters Score -4332042 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4333632.000000 Penalty: 5191.890625
	Iteration 4F: 3 clusters Score -4333632 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4335337.500000 Penalty: 5191.890625
	Iteration 5F: 3 clusters Score -4335338 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4336911.500000 Penalty: 5191.890625
	Iteration 6F: 3 clusters Score -4336912 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4338257.500000 Penalty: 5191.890625
	Iteration 7F: 3 clusters Score -4338258 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4339324.000000 Penalty: 5191.890625
	Iteration 8Q: 3 clusters Score -4339324 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4340203.000000 Penalty: 5191.890625
	Iteration 9Q: 3 clusters Score -4340203 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4340857.000000 Penalty: 5191.890625
	Iteration 10Q: 3 clusters Score -4340857 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -4341336.500000 Penalty: 5191.890625
	Iteration 11Q: 3 clusters Score -4341336 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4341651.000000 Penalty: 5191.890625
	Iteration 12Q: 3 clusters Score -4341651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4341866.500000 Penalty: 5191.890625
	Iteration 13Q: 3 clusters Score -4341866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4342032.000000 Penalty: 5191.890625
	Iteration 14Q: 3 clusters Score -4342032 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4342126.000000 Penalty: 5191.890625
	Iteration 15Q: 3 clusters Score -4342126 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4342224.500000 Penalty: 5191.890625
	Iteration 16Q: 3 clusters Score -4342224 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4342318.500000 Penalty: 5191.890625
	Iteration 17Q: 3 clusters Score -4342318 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4342433.000000 Penalty: 5191.890625
	Iteration 18Q: 3 clusters Score -4342433 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4342514.500000 Penalty: 5191.890625
	Iteration 19Q: 3 clusters Score -4342514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4342603.000000 Penalty: 5191.890625
	Iteration 20F: 3 clusters Score -4342603 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4342678.000000 Penalty: 5191.890625
	Iteration 21Q: 3 clusters Score -4342678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4342735.000000 Penalty: 5191.890625
	Iteration 22Q: 3 clusters Score -4342735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4342794.000000 Penalty: 5191.890625
	Iteration 23Q: 3 clusters Score -4342794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4342865.500000 Penalty: 5191.890625
	Iteration 24Q: 3 clusters Score -4342866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4342920.000000 Penalty: 5191.890625
	Iteration 25Q: 3 clusters Score -4342920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4342971.000000 Penalty: 5191.890625
	Iteration 26Q: 3 clusters Score -4342971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4343025.500000 Penalty: 5191.890625
	Iteration 27Q: 3 clusters Score -4343026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4343065.000000 Penalty: 5191.890625
	Iteration 28Q: 3 clusters Score -4343065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4343099.000000 Penalty: 5191.890625
	Iteration 29Q: 3 clusters Score -4343099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4343134.500000 Penalty: 5191.890625
	Iteration 30Q: 3 clusters Score -4343134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4343165.500000 Penalty: 5191.890625
	Iteration 31Q: 3 clusters Score -4343166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4343188.500000 Penalty: 5191.890625
	Iteration 32Q: 3 clusters Score -4343188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4343235.500000 Penalty: 5191.890625
	Iteration 33Q: 3 clusters Score -4343236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4343247.500000 Penalty: 5191.890625
	Iteration 34Q: 3 clusters Score -4343248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4343277.500000 Penalty: 5191.890625
	Iteration 35Q: 3 clusters Score -4343278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4343297.000000 Penalty: 5191.890625
	Iteration 36Q: 3 clusters Score -4343297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4343316.500000 Penalty: 5191.890625
	Iteration 37Q: 3 clusters Score -4343316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4343333.000000 Penalty: 5191.890625
	Iteration 38Q: 3 clusters Score -4343333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4343343.500000 Penalty: 5191.890625
	Iteration 39Q: 3 clusters Score -4343344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4343349.000000 Penalty: 5191.890625
	Iteration 40F: 3 clusters Score -4343349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4343359.000000 Penalty: 5191.890625
	Iteration 41Q: 3 clusters Score -4343359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4343372.500000 Penalty: 5191.890625
	Iteration 42Q: 3 clusters Score -4343372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4343371.500000 Penalty: 5191.890625
	Iteration 43Q: 3 clusters Score -4343372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4343377.000000 Penalty: 5191.890625
	Iteration 44Q: 3 clusters Score -4343377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4343377.000000 Penalty: 5191.890625
	Iteration 45Q: 3 clusters Score -4343377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4343376.000000 Penalty: 5191.890625
	Iteration 46Q: 3 clusters Score -4343376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4343381.000000 Penalty: 5191.890625
	Iteration 47Q: 3 clusters Score -4343381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4343381.000000 Penalty: 5191.890625
	Iteration 48Q: 3 clusters Score -4343381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4343386.500000 Penalty: 5191.890625
	Iteration 49Q: 3 clusters Score -4343386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4343391.000000 Penalty: 5191.890625
	Iteration 50Q: 3 clusters Score -4343391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4343397.000000 Penalty: 5191.890625
	Iteration 51Q: 3 clusters Score -4343397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4343407.500000 Penalty: 5191.890625
	Iteration 52Q: 3 clusters Score -4343408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4343404.500000 Penalty: 5191.890625
	Iteration 53Q: 3 clusters Score -4343404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4343402.500000 Penalty: 5191.890625
	Iteration 54Q: 3 clusters Score -4343402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4343402.500000 Penalty: 5191.890625
	Iteration 55Q: 3 clusters Score -4343402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4343405.000000 Penalty: 5191.890625
	Iteration 56Q: 3 clusters Score -4343405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4343406.500000 Penalty: 5191.890625
	Iteration 57Q: 3 clusters Score -4343406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4343406.500000 Penalty: 5191.890625
	Iteration 58F: 3 clusters Score -4343406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13759.666016 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12783.280273 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12783.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12819.498047 Penalty: 2514.176514
	Iteration 1Q: 3 clusters Score -12819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12836.984375 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12836.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12846.025391 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12846.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12846.025391 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -12846.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -563097.187500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -563097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -558618.687500 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -558618.7 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -559745.250000 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -559745.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -560024.250000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -560024.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -560216.812500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -560216.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -560378.312500 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -560378.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -560581.500000 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -560581.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -560867.750000 Penalty: 4216.830078
	Iteration 6F: 3 clusters Score -560867.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -561163.250000 Penalty: 4216.830078
	Iteration 7F: 3 clusters Score -561163.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -561448.187500 Penalty: 4216.830078
	Iteration 8F: 3 clusters Score -561448.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -561638.937500 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -561638.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -561751.750000 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -561751.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -561822.187500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -561822.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -561858.750000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -561858.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -561884.000000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -561884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -561899.937500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -561899.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -561908.750000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -561908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -561916.937500 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -561916.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -561916.937500 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -561916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -561918.687500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -561918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -561919.500000 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -561919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -561920.187500 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -561920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -561920.437500 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -561920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -561922.125000 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -561922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -561922.125000 Penalty: 4216.830078
	Iteration 23F: 3 clusters Score -561922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -313133.812500 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -313133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -310034.468750 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -310034.5 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -310674.875000 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -310674.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -310942.750000 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -310942.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311153.312500 Penalty: 3926.736572
	Iteration 3F: 3 clusters Score -311153.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311345.406250 Penalty: 3926.736572
	Iteration 4F: 3 clusters Score -311345.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -311517.093750 Penalty: 3926.736572
	Iteration 5F: 3 clusters Score -311517.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -311620.343750 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -311620.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -311700.531250 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -311700.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -311764.968750 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -311765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -311791.812500 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -311791.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -311819.625000 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -311819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -311843.281250 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -311843.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -311866.531250 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -311866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -311887.437500 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -311887.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -311906.406250 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -311906.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -311929.062500 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -311929.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -311949.781250 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -311949.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -311968.031250 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -311968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -311983.968750 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -311984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -311999.625000 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -311999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -312006.750000 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -312006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -312012.375000 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -312012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -312017.875000 Penalty: 3926.736572
	Iteration 22Q: 3 clusters Score -312017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -312021.031250 Penalty: 3926.736572
	Iteration 23Q: 3 clusters Score -312021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -312021.843750 Penalty: 3926.736572
	Iteration 24Q: 3 clusters Score -312021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -312023.406250 Penalty: 3926.736572
	Iteration 25Q: 3 clusters Score -312023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -312025.906250 Penalty: 3926.736572
	Iteration 26Q: 3 clusters Score -312025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -312028.687500 Penalty: 3926.736572
	Iteration 27Q: 3 clusters Score -312028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -312029.968750 Penalty: 3926.736572
	Iteration 28Q: 3 clusters Score -312030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -312032.000000 Penalty: 3926.736572
	Iteration 29Q: 3 clusters Score -312032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -312034.812500 Penalty: 3926.736572
	Iteration 30Q: 3 clusters Score -312034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -312036.343750 Penalty: 3926.736572
	Iteration 31Q: 3 clusters Score -312036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -312038.593750 Penalty: 3926.736572
	Iteration 32Q: 3 clusters Score -312038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -312041.343750 Penalty: 3926.736572
	Iteration 33Q: 3 clusters Score -312041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312041.812500 Penalty: 3926.736572
	Iteration 34Q: 3 clusters Score -312041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312042.687500 Penalty: 3926.736572
	Iteration 35Q: 3 clusters Score -312042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312043.437500 Penalty: 3926.736572
	Iteration 36Q: 3 clusters Score -312043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312044.687500 Penalty: 3926.736572
	Iteration 37Q: 3 clusters Score -312044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312045.000000 Penalty: 3926.736572
	Iteration 38Q: 3 clusters Score -312045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312045.000000 Penalty: 3926.736572
	Iteration 39F: 3 clusters Score -312045 nChanged 0
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -433046528.000000 Penalty: 179413.531250
22->49 Clusters: Score -433046528.000000, best is -433076160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 53557 members 
Mstep: Class 3 contains 53070 members 
Mstep: Class 4 contains 53156 members 
Mstep: Class 5 contains 53155 members 
Mstep: Class 6 contains 52885 members 
Mstep: Class 7 contains 53298 members 
Mstep: Class 8 contains 53412 members 
Mstep: Class 9 contains 53484 members 
Mstep: Class 10 contains 53480 members 
Mstep: Class 11 contains 53370 members 
Mstep: Class 12 contains 53071 members 
Mstep: Class 13 contains 53389 members 
Mstep: Class 14 contains 53020 members 
Mstep: Class 15 contains 53025 members 
Mstep: Class 16 contains 53194 members 
Mstep: Class 17 contains 53077 members 
Mstep: Class 18 contains 53027 members 
Mstep: Class 19 contains 53294 members 
Mstep: Class 20 contains 53651 members 
Mstep: Class 21 contains 53210 members 
Mstep: Class 22 contains 53150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1050.652466 but Gain 3465.328125
Score: -133228440.000000 Penalty: 72771.843750
Iteration 0F: 22 clusters Score -1.332284e+08 nChanged 1116207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5339 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 107540 members 
Mstep: Class 5 contains 32778 members 
Mstep: Class 6 contains 51502 members 
Mstep: Class 7 contains 12172 members 
Mstep: Class 8 contains 23824 members 
Mstep: Class 9 contains 26448 members 
Mstep: Class 10 contains 24133 members 
Mstep: Class 11 contains 20410 members 
Mstep: Class 12 contains 42535 members 
Mstep: Class 13 contains 53786 members 
Mstep: Class 14 contains 13601 members 
Mstep: Class 15 contains 42050 members 
Mstep: Class 16 contains 17274 members 
Mstep: Class 17 contains 498971 members 
Mstep: Class 19 contains 22218 members 
Mstep: Class 20 contains 90694 members 
Mstep: Class 21 contains 13670 members 
Mstep: Class 22 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138775168.000000 Penalty: 72771.843750
Iteration 1F: 22 clusters Score -1.387752e+08 nChanged 446681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4179 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 11131 members 
Mstep: Class 4 contains 103953 members 
Mstep: Class 5 contains 21513 members 
Mstep: Class 6 contains 30370 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 25552 members 
Mstep: Class 9 contains 36329 members 
Mstep: Class 10 contains 22921 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 29907 members 
Mstep: Class 13 contains 45214 members 
Mstep: Class 14 contains 7749 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 621786 members 
Mstep: Class 19 contains 15808 members 
Mstep: Class 20 contains 90764 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 15308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2698.039062 but Gain 3465.328125
Score: -139940304.000000 Penalty: 69306.515625
Iteration 2F: 21 clusters Score -1.399403e+08 nChanged 286655
Entering Unmasked Mstep 
Mstep: Class 0 contains 2861 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 125389 members 
Mstep: Class 5 contains 17450 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 26292 members 
Mstep: Class 9 contains 45710 members 
Mstep: Class 10 contains 24947 members 
Mstep: Class 11 contains 18625 members 
Mstep: Class 12 contains 44354 members 
Mstep: Class 13 contains 43888 members 
Mstep: Class 14 contains 6246 members 
Mstep: Class 15 contains 24750 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 587516 members 
Mstep: Class 19 contains 14063 members 
Mstep: Class 20 contains 112944 members 
Mstep: Class 22 contains 26965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140562336.000000 Penalty: 69306.515625
Iteration 3F: 21 clusters Score -1.405623e+08 nChanged 213560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2734 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 164329 members 
Mstep: Class 5 contains 15367 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 4217 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 29621 members 
Mstep: Class 11 contains 19076 members 
Mstep: Class 12 contains 59277 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 15 contains 23890 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 506607 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 148790 members 
Mstep: Class 22 contains 33025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2998.900391 but Gain 3465.320312
Score: -140948928.000000 Penalty: 65841.195312
Iteration 4F: 20 clusters Score -1.409489e+08 nChanged 163038
Entering Unmasked Mstep 
Mstep: Class 0 contains 2380 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 4 contains 200088 members 
Mstep: Class 5 contains 12962 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 21079 members 
Mstep: Class 9 contains 41059 members 
Mstep: Class 10 contains 33924 members 
Mstep: Class 11 contains 19080 members 
Mstep: Class 12 contains 65882 members 
Mstep: Class 13 contains 45813 members 
Mstep: Class 14 contains 6694 members 
Mstep: Class 15 contains 24277 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 437595 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 185223 members 
Mstep: Class 22 contains 34411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141271360.000000 Penalty: 65841.195312
Iteration 5F: 20 clusters Score -1.412714e+08 nChanged 116109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1633 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 4 contains 223102 members 
Mstep: Class 5 contains 11335 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 22124 members 
Mstep: Class 9 contains 36909 members 
Mstep: Class 10 contains 36080 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 68400 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 24557 members 
Mstep: Class 16 contains 5012 members 
Mstep: Class 17 contains 394034 members 
Mstep: Class 19 contains 11858 members 
Mstep: Class 20 contains 208367 members 
Mstep: Class 22 contains 35114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141430784.000000 Penalty: 65841.195312
Iteration 6F: 20 clusters Score -1.414308e+08 nChanged 85115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1390 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 4 contains 241516 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 23309 members 
Mstep: Class 9 contains 33738 members 
Mstep: Class 10 contains 37291 members 
Mstep: Class 11 contains 18867 members 
Mstep: Class 12 contains 69262 members 
Mstep: Class 13 contains 43796 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 24509 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 361300 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 20 contains 222239 members 
Mstep: Class 22 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141531328.000000 Penalty: 65841.195312
Iteration 7F: 20 clusters Score -1.415313e+08 nChanged 66610
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 4 contains 259659 members 
Mstep: Class 5 contains 12890 members 
Mstep: Class 6 contains 10706 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 31601 members 
Mstep: Class 10 contains 37981 members 
Mstep: Class 11 contains 18822 members 
Mstep: Class 12 contains 69244 members 
Mstep: Class 13 contains 44409 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 24659 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 332457 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 229847 members 
Mstep: Class 22 contains 37221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141603296.000000 Penalty: 65841.195312
Iteration 8F: 20 clusters Score -1.416033e+08 nChanged 56008
Entering Unmasked Mstep 
Mstep: Class 0 contains 622 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1461 members 
Mstep: Class 4 contains 278758 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 11835 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 24148 members 
Mstep: Class 9 contains 30244 members 
Mstep: Class 10 contains 38251 members 
Mstep: Class 11 contains 18826 members 
Mstep: Class 12 contains 69167 members 
Mstep: Class 13 contains 45905 members 
Mstep: Class 14 contains 8351 members 
Mstep: Class 15 contains 24827 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 304935 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 233043 members 
Mstep: Class 22 contains 38726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141637216.000000 Penalty: 65841.195312
Iteration 9Q: 20 clusters Score -1.416372e+08 nChanged 48257
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 4 contains 298718 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 13231 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 8 contains 23942 members 
Mstep: Class 9 contains 29404 members 
Mstep: Class 10 contains 38063 members 
Mstep: Class 11 contains 18838 members 
Mstep: Class 12 contains 69104 members 
Mstep: Class 13 contains 47546 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 25072 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 278578 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 233268 members 
Mstep: Class 22 contains 40554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141665216.000000 Penalty: 65841.195312
Iteration 10Q: 20 clusters Score -1.416652e+08 nChanged 42904
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 4 contains 317368 members 
Mstep: Class 5 contains 19824 members 
Mstep: Class 6 contains 14714 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 23484 members 
Mstep: Class 9 contains 28913 members 
Mstep: Class 10 contains 37498 members 
Mstep: Class 11 contains 18822 members 
Mstep: Class 12 contains 69006 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 15 contains 25259 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 255381 members 
Mstep: Class 19 contains 10879 members 
Mstep: Class 20 contains 231741 members 
Mstep: Class 22 contains 42644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141685824.000000 Penalty: 65841.195312
Iteration 11Q: 20 clusters Score -1.416858e+08 nChanged 38477
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 4 contains 333693 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 16207 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 22924 members 
Mstep: Class 9 contains 28608 members 
Mstep: Class 10 contains 36778 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 68858 members 
Mstep: Class 13 contains 50111 members 
Mstep: Class 14 contains 8946 members 
Mstep: Class 15 contains 25382 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 236208 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 229090 members 
Mstep: Class 22 contains 44873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141703200.000000 Penalty: 65841.195312
Iteration 12Q: 20 clusters Score -1.417032e+08 nChanged 35912
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 4 contains 347793 members 
Mstep: Class 5 contains 24847 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 22335 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 35962 members 
Mstep: Class 11 contains 18789 members 
Mstep: Class 12 contains 68642 members 
Mstep: Class 13 contains 50804 members 
Mstep: Class 14 contains 9077 members 
Mstep: Class 15 contains 25410 members 
Mstep: Class 16 contains 6058 members 
Mstep: Class 17 contains 220376 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 226002 members 
Mstep: Class 22 contains 47090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716496.000000 Penalty: 65841.195312
Iteration 13Q: 20 clusters Score -1.417165e+08 nChanged 34936
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 4 contains 360189 members 
Mstep: Class 5 contains 27199 members 
Mstep: Class 6 contains 19300 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 21743 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 35084 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 68267 members 
Mstep: Class 13 contains 51210 members 
Mstep: Class 14 contains 9196 members 
Mstep: Class 15 contains 25355 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 206900 members 
Mstep: Class 19 contains 9897 members 
Mstep: Class 20 contains 222924 members 
Mstep: Class 22 contains 49284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141722800.000000 Penalty: 65841.195312
Iteration 14Q: 20 clusters Score -1.417228e+08 nChanged 31946
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 4 contains 370266 members 
Mstep: Class 5 contains 29375 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 21203 members 
Mstep: Class 9 contains 27961 members 
Mstep: Class 10 contains 34226 members 
Mstep: Class 11 contains 18714 members 
Mstep: Class 12 contains 67754 members 
Mstep: Class 13 contains 51487 members 
Mstep: Class 14 contains 9295 members 
Mstep: Class 15 contains 25290 members 
Mstep: Class 16 contains 6010 members 
Mstep: Class 17 contains 195818 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 220195 members 
Mstep: Class 22 contains 51415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726240.000000 Penalty: 65841.195312
Iteration 15Q: 20 clusters Score -1.417262e+08 nChanged 27755
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 4 contains 377245 members 
Mstep: Class 5 contains 31421 members 
Mstep: Class 6 contains 22397 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 20691 members 
Mstep: Class 9 contains 27798 members 
Mstep: Class 10 contains 33491 members 
Mstep: Class 11 contains 18630 members 
Mstep: Class 12 contains 67250 members 
Mstep: Class 13 contains 51658 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 25175 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 187512 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 20 contains 217963 members 
Mstep: Class 22 contains 53518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726448.000000 Penalty: 65841.195312
Iteration 16Q: 20 clusters Score -1.417264e+08 nChanged 23646
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 4 contains 381364 members 
Mstep: Class 5 contains 33354 members 
Mstep: Class 6 contains 23827 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 20236 members 
Mstep: Class 9 contains 27638 members 
Mstep: Class 10 contains 32790 members 
Mstep: Class 11 contains 18580 members 
Mstep: Class 12 contains 66872 members 
Mstep: Class 13 contains 51669 members 
Mstep: Class 14 contains 9466 members 
Mstep: Class 15 contains 25028 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 181703 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 216272 members 
Mstep: Class 22 contains 55514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141727856.000000 Penalty: 65841.195312
Iteration 17Q: 20 clusters Score -1.417279e+08 nChanged 19847
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 4 contains 383634 members 
Mstep: Class 5 contains 34999 members 
Mstep: Class 6 contains 25202 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 19813 members 
Mstep: Class 9 contains 27532 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 18549 members 
Mstep: Class 12 contains 66593 members 
Mstep: Class 13 contains 51628 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 24854 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 177665 members 
Mstep: Class 19 contains 9045 members 
Mstep: Class 20 contains 214980 members 
Mstep: Class 22 contains 57329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728864.000000 Penalty: 65841.195312
Iteration 18Q: 20 clusters Score -1.417289e+08 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 4 contains 384495 members 
Mstep: Class 5 contains 36487 members 
Mstep: Class 6 contains 26580 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 27450 members 
Mstep: Class 10 contains 31480 members 
Mstep: Class 11 contains 18526 members 
Mstep: Class 12 contains 66302 members 
Mstep: Class 13 contains 51612 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 24747 members 
Mstep: Class 16 contains 6055 members 
Mstep: Class 17 contains 174955 members 
Mstep: Class 19 contains 8937 members 
Mstep: Class 20 contains 213918 members 
Mstep: Class 22 contains 58969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729744.000000 Penalty: 65841.195312
Iteration 19Q: 20 clusters Score -1.417297e+08 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 4 contains 384614 members 
Mstep: Class 5 contains 37773 members 
Mstep: Class 6 contains 27867 members 
Mstep: Class 7 contains 4197 members 
Mstep: Class 8 contains 19278 members 
Mstep: Class 9 contains 27388 members 
Mstep: Class 10 contains 30879 members 
Mstep: Class 11 contains 18525 members 
Mstep: Class 12 contains 65983 members 
Mstep: Class 13 contains 51550 members 
Mstep: Class 14 contains 9496 members 
Mstep: Class 15 contains 24658 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 173250 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 212966 members 
Mstep: Class 22 contains 60348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141732384.000000 Penalty: 65841.195312
Iteration 20F: 20 clusters Score -1.417324e+08 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 592 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 384447 members 
Mstep: Class 5 contains 39318 members 
Mstep: Class 6 contains 29577 members 
Mstep: Class 7 contains 4188 members 
Mstep: Class 8 contains 18887 members 
Mstep: Class 9 contains 27325 members 
Mstep: Class 10 contains 30119 members 
Mstep: Class 11 contains 18504 members 
Mstep: Class 12 contains 65593 members 
Mstep: Class 13 contains 51482 members 
Mstep: Class 14 contains 9532 members 
Mstep: Class 15 contains 24559 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 171715 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 212137 members 
Mstep: Class 22 contains 61502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141734528.000000 Penalty: 65841.195312
Iteration 21Q: 20 clusters Score -1.417345e+08 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 4 contains 383939 members 
Mstep: Class 5 contains 40640 members 
Mstep: Class 6 contains 31123 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 27271 members 
Mstep: Class 10 contains 29496 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 65230 members 
Mstep: Class 13 contains 51379 members 
Mstep: Class 14 contains 9535 members 
Mstep: Class 15 contains 24525 members 
Mstep: Class 16 contains 6201 members 
Mstep: Class 17 contains 170686 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 211419 members 
Mstep: Class 22 contains 62516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141736480.000000 Penalty: 65841.195312
Iteration 22Q: 20 clusters Score -1.417365e+08 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 383291 members 
Mstep: Class 5 contains 41910 members 
Mstep: Class 6 contains 32509 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 18364 members 
Mstep: Class 9 contains 27223 members 
Mstep: Class 10 contains 28981 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 64801 members 
Mstep: Class 13 contains 51253 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 24491 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 169996 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 20 contains 210795 members 
Mstep: Class 22 contains 63374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738544.000000 Penalty: 65841.195312
Iteration 23Q: 20 clusters Score -1.417385e+08 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 382580 members 
Mstep: Class 5 contains 43067 members 
Mstep: Class 6 contains 33738 members 
Mstep: Class 7 contains 4191 members 
Mstep: Class 8 contains 18191 members 
Mstep: Class 9 contains 27187 members 
Mstep: Class 10 contains 28466 members 
Mstep: Class 11 contains 18434 members 
Mstep: Class 12 contains 64403 members 
Mstep: Class 13 contains 51101 members 
Mstep: Class 14 contains 9503 members 
Mstep: Class 15 contains 24472 members 
Mstep: Class 16 contains 6266 members 
Mstep: Class 17 contains 169672 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 210215 members 
Mstep: Class 22 contains 64060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739424.000000 Penalty: 65841.195312
Iteration 24Q: 20 clusters Score -1.417394e+08 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 381901 members 
Mstep: Class 5 contains 44051 members 
Mstep: Class 6 contains 34726 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 18091 members 
Mstep: Class 9 contains 27150 members 
Mstep: Class 10 contains 27991 members 
Mstep: Class 11 contains 18408 members 
Mstep: Class 12 contains 64023 members 
Mstep: Class 13 contains 50910 members 
Mstep: Class 14 contains 9460 members 
Mstep: Class 15 contains 24470 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 169608 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 20 contains 209705 members 
Mstep: Class 22 contains 64661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740400.000000 Penalty: 65841.195312
Iteration 25Q: 20 clusters Score -1.417404e+08 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 381335 members 
Mstep: Class 5 contains 44947 members 
Mstep: Class 6 contains 35521 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 18014 members 
Mstep: Class 9 contains 27135 members 
Mstep: Class 10 contains 27541 members 
Mstep: Class 11 contains 18397 members 
Mstep: Class 12 contains 63619 members 
Mstep: Class 13 contains 50718 members 
Mstep: Class 14 contains 9380 members 
Mstep: Class 15 contains 24464 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 169715 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 209259 members 
Mstep: Class 22 contains 65164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141740688.000000 Penalty: 65841.195312
Iteration 26Q: 20 clusters Score -1.417407e+08 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 380761 members 
Mstep: Class 5 contains 45757 members 
Mstep: Class 6 contains 36172 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 17969 members 
Mstep: Class 9 contains 27113 members 
Mstep: Class 10 contains 27108 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 63210 members 
Mstep: Class 13 contains 50498 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 24479 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 170021 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 208852 members 
Mstep: Class 22 contains 65611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741648.000000 Penalty: 65841.195312
Iteration 27Q: 20 clusters Score -1.417416e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 380134 members 
Mstep: Class 5 contains 46487 members 
Mstep: Class 6 contains 36682 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 17903 members 
Mstep: Class 9 contains 27088 members 
Mstep: Class 10 contains 26735 members 
Mstep: Class 11 contains 18387 members 
Mstep: Class 12 contains 62824 members 
Mstep: Class 13 contains 50245 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 24523 members 
Mstep: Class 16 contains 6437 members 
Mstep: Class 17 contains 170514 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 208491 members 
Mstep: Class 22 contains 66043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741952.000000 Penalty: 65841.195312
Iteration 28Q: 20 clusters Score -1.41742e+08 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 379596 members 
Mstep: Class 5 contains 47163 members 
Mstep: Class 6 contains 37127 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 17866 members 
Mstep: Class 9 contains 27062 members 
Mstep: Class 10 contains 26323 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 62475 members 
Mstep: Class 13 contains 49996 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 24572 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 171060 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 208161 members 
Mstep: Class 22 contains 66385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742496.000000 Penalty: 65841.195312
Iteration 29Q: 20 clusters Score -1.417425e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 379165 members 
Mstep: Class 5 contains 47757 members 
Mstep: Class 6 contains 37528 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 17837 members 
Mstep: Class 9 contains 27044 members 
Mstep: Class 10 contains 25899 members 
Mstep: Class 11 contains 18365 members 
Mstep: Class 12 contains 62125 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 9162 members 
Mstep: Class 15 contains 24613 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 171643 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 207861 members 
Mstep: Class 22 contains 66683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742816.000000 Penalty: 65841.195312
Iteration 30Q: 20 clusters Score -1.417428e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 378779 members 
Mstep: Class 5 contains 48351 members 
Mstep: Class 6 contains 37903 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17815 members 
Mstep: Class 9 contains 27028 members 
Mstep: Class 10 contains 25463 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 61768 members 
Mstep: Class 13 contains 49476 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 24651 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 172247 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 207558 members 
Mstep: Class 22 contains 66971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141742816.000000 Penalty: 65841.195312
Iteration 31Q: 20 clusters Score -1.417428e+08 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 378420 members 
Mstep: Class 5 contains 48853 members 
Mstep: Class 6 contains 38272 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 17788 members 
Mstep: Class 9 contains 27028 members 
Mstep: Class 10 contains 25008 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 61434 members 
Mstep: Class 13 contains 49202 members 
Mstep: Class 14 contains 8986 members 
Mstep: Class 15 contains 24697 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 172937 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 207266 members 
Mstep: Class 22 contains 67202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743664.000000 Penalty: 65841.195312
Iteration 32Q: 20 clusters Score -1.417437e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 377970 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 38623 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 27024 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 18358 members 
Mstep: Class 12 contains 61089 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 8894 members 
Mstep: Class 15 contains 24768 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 173654 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 206990 members 
Mstep: Class 22 contains 67444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743584.000000 Penalty: 65841.195312
Iteration 33Q: 20 clusters Score -1.417436e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 377541 members 
Mstep: Class 5 contains 49751 members 
Mstep: Class 6 contains 38963 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17763 members 
Mstep: Class 9 contains 27019 members 
Mstep: Class 10 contains 24124 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 60788 members 
Mstep: Class 13 contains 48745 members 
Mstep: Class 14 contains 8786 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 174362 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 206728 members 
Mstep: Class 22 contains 67670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743312.000000 Penalty: 65841.195312
Iteration 34Q: 20 clusters Score -1.417433e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 377140 members 
Mstep: Class 5 contains 50108 members 
Mstep: Class 6 contains 39260 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 17757 members 
Mstep: Class 9 contains 27012 members 
Mstep: Class 10 contains 23704 members 
Mstep: Class 11 contains 18350 members 
Mstep: Class 12 contains 60526 members 
Mstep: Class 13 contains 48534 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 24936 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 175090 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 206475 members 
Mstep: Class 22 contains 67886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744192.000000 Penalty: 65841.195312
Iteration 35Q: 20 clusters Score -1.417442e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 376723 members 
Mstep: Class 5 contains 50441 members 
Mstep: Class 6 contains 39576 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 17751 members 
Mstep: Class 9 contains 27005 members 
Mstep: Class 10 contains 23269 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 60293 members 
Mstep: Class 13 contains 48341 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 25029 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 175805 members 
Mstep: Class 19 contains 7441 members 
Mstep: Class 20 contains 206224 members 
Mstep: Class 22 contains 68077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141744592.000000 Penalty: 65841.195312
Iteration 36Q: 20 clusters Score -1.417446e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 376416 members 
Mstep: Class 5 contains 50728 members 
Mstep: Class 6 contains 39833 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17754 members 
Mstep: Class 9 contains 27010 members 
Mstep: Class 10 contains 22869 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 60040 members 
Mstep: Class 13 contains 48144 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 25119 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 176461 members 
Mstep: Class 19 contains 7413 members 
Mstep: Class 20 contains 206007 members 
Mstep: Class 22 contains 68252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745072.000000 Penalty: 65841.195312
Iteration 37Q: 20 clusters Score -1.417451e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 376126 members 
Mstep: Class 5 contains 50998 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17774 members 
Mstep: Class 9 contains 27015 members 
Mstep: Class 10 contains 22475 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 59804 members 
Mstep: Class 13 contains 47956 members 
Mstep: Class 14 contains 8444 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 177088 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 205794 members 
Mstep: Class 22 contains 68428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745680.000000 Penalty: 65841.195312
Iteration 38Q: 20 clusters Score -1.417457e+08 nChanged 2873
Entering ConstructFrom: 
Score: -141745680.000000 Penalty: 65841.195312
Entering ConstructFrom: 
Trying to split cluster 1 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -540753.437500 Penalty: 2104.403076
	Iteration 0F: 2 clusters Score -540753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -536874.875000 Penalty: 4208.806152
	Iteration 0F: 3 clusters Score -536874.9 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -539807.437500 Penalty: 4208.806152
	Iteration 1F: 3 clusters Score -539807.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -541991.812500 Penalty: 4208.806152
	Iteration 2F: 3 clusters Score -541991.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -548322.250000 Penalty: 4208.806152
	Iteration 3F: 3 clusters Score -548322.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -558813.000000 Penalty: 4208.806152
	Iteration 4F: 3 clusters Score -558813 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -568772.187500 Penalty: 4208.806152
	Iteration 5Q: 3 clusters Score -568772.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -574734.000000 Penalty: 4208.806152
	Iteration 6Q: 3 clusters Score -574734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -574774.937500 Penalty: 4208.806152
	Iteration 7Q: 3 clusters Score -574774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -574774.937500 Penalty: 4208.806152
	Iteration 8F: 3 clusters Score -574774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 375844 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 22 contains 68563 members 
Entering Unmasked Estep 
Score: -141779456.000000 Penalty: 69306.515625
Splitting cluster 1 changes total score from -141745680.000000 to -141779456.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -137882.609375 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -137882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -135784.562500 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -135784.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136972.609375 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -136972.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138371.062500 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -138371.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139638.640625 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -139638.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -140027.062500 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -140027.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140187.359375 Penalty: 3611.908447
	Iteration 5Q: 3 clusters Score -140187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -140330.625000 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -140330.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -140588.796875 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -140588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140676.421875 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -140676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140683.265625 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -140683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140689.015625 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -140689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140689.953125 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -140690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140689.953125 Penalty: 3611.908447
	Iteration 12F: 3 clusters Score -140690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 375844 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 22 contains 68563 members 
Entering Unmasked Estep 
Score: -141780288.000000 Penalty: 72771.843750
Splitting cluster 2 changes total score from -141745680.000000 to -141780288.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (375844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375844 members 
Entering Unmasked Estep 
Score: -47044372.000000 Penalty: 3183.558594
	Iteration 0F: 2 clusters Score -4.704437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 188231 members 
Entering Unmasked Estep 
Score: -46830000.000000 Penalty: 6367.117188
	Iteration 0F: 3 clusters Score -4.683e+07 nChanged 182828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Mstep: Class 2 contains 195479 members 
Entering Unmasked Estep 
Score: -46941580.000000 Penalty: 6367.117188
	Iteration 1F: 3 clusters Score -4.694158e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -46945852.000000 Penalty: 6367.117188
	Iteration 2Q: 3 clusters Score -4.694585e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 212224 members 
Entering Unmasked Estep 
Score: -46954280.000000 Penalty: 6367.117188
	Iteration 3Q: 3 clusters Score -4.695428e+07 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 227566 members 
Entering Unmasked Estep 
Score: -46965756.000000 Penalty: 6367.117188
	Iteration 4F: 3 clusters Score -4.696576e+07 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127403 members 
Mstep: Class 2 contains 248441 members 
Entering Unmasked Estep 
Score: -46981748.000000 Penalty: 6367.117188
	Iteration 5F: 3 clusters Score -4.698175e+07 nChanged 28274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 272441 members 
Entering Unmasked Estep 
Score: -47000068.000000 Penalty: 6367.117188
	Iteration 6F: 3 clusters Score -4.700007e+07 nChanged 25306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 294099 members 
Entering Unmasked Estep 
Score: -47017656.000000 Penalty: 6367.117188
	Iteration 7F: 3 clusters Score -4.701766e+07 nChanged 19379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 309652 members 
Entering Unmasked Estep 
Score: -47030836.000000 Penalty: 6367.117188
	Iteration 8F: 3 clusters Score -4.703084e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 319419 members 
Entering Unmasked Estep 
Score: -47038628.000000 Penalty: 6367.117188
	Iteration 9Q: 3 clusters Score -4.703863e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 325993 members 
Entering Unmasked Estep 
Score: -47042268.000000 Penalty: 6367.117188
	Iteration 10Q: 3 clusters Score -4.704227e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 331185 members 
Entering Unmasked Estep 
Score: -47045488.000000 Penalty: 6367.117188
	Iteration 11Q: 3 clusters Score -4.704549e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 335774 members 
Entering Unmasked Estep 
Score: -47047856.000000 Penalty: 6367.117188
	Iteration 12Q: 3 clusters Score -4.704786e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 339983 members 
Entering Unmasked Estep 
Score: -47049884.000000 Penalty: 6367.117188
	Iteration 13Q: 3 clusters Score -4.704988e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 343726 members 
Entering Unmasked Estep 
Score: -47052052.000000 Penalty: 6367.117188
	Iteration 14Q: 3 clusters Score -4.705205e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 347227 members 
Entering Unmasked Estep 
Score: -47054108.000000 Penalty: 6367.117188
	Iteration 15Q: 3 clusters Score -4.705411e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 350446 members 
Entering Unmasked Estep 
Score: -47055964.000000 Penalty: 6367.117188
	Iteration 16Q: 3 clusters Score -4.705596e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 353172 members 
Entering Unmasked Estep 
Score: -47057176.000000 Penalty: 6367.117188
	Iteration 17Q: 3 clusters Score -4.705718e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 355428 members 
Entering Unmasked Estep 
Score: -47058160.000000 Penalty: 6367.117188
	Iteration 18Q: 3 clusters Score -4.705816e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 357187 members 
Entering Unmasked Estep 
Score: -47058800.000000 Penalty: 6367.117188
	Iteration 19Q: 3 clusters Score -4.70588e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 358529 members 
Entering Unmasked Estep 
Score: -47059348.000000 Penalty: 6367.117188
	Iteration 20F: 3 clusters Score -4.705935e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 359542 members 
Entering Unmasked Estep 
Score: -47059492.000000 Penalty: 6367.117188
	Iteration 21Q: 3 clusters Score -4.705949e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 360272 members 
Entering Unmasked Estep 
Score: -47059504.000000 Penalty: 6367.117188
	Iteration 22Q: 3 clusters Score -4.70595e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 360801 members 
Entering Unmasked Estep 
Score: -47059644.000000 Penalty: 6367.117188
	Iteration 23Q: 3 clusters Score -4.705964e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 361227 members 
Entering Unmasked Estep 
Score: -47059768.000000 Penalty: 6367.117188
	Iteration 24Q: 3 clusters Score -4.705977e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 361548 members 
Entering Unmasked Estep 
Score: -47059712.000000 Penalty: 6367.117188
	Iteration 25Q: 3 clusters Score -4.705971e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 361807 members 
Entering Unmasked Estep 
Score: -47059588.000000 Penalty: 6367.117188
	Iteration 26Q: 3 clusters Score -4.705959e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 362021 members 
Entering Unmasked Estep 
Score: -47059548.000000 Penalty: 6367.117188
	Iteration 27Q: 3 clusters Score -4.705955e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 362175 members 
Entering Unmasked Estep 
Score: -47059484.000000 Penalty: 6367.117188
	Iteration 28Q: 3 clusters Score -4.705948e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 362307 members 
Entering Unmasked Estep 
Score: -47059556.000000 Penalty: 6367.117188
	Iteration 29Q: 3 clusters Score -4.705956e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 362395 members 
Entering Unmasked Estep 
Score: -47059532.000000 Penalty: 6367.117188
	Iteration 30Q: 3 clusters Score -4.705953e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 362468 members 
Entering Unmasked Estep 
Score: -47059504.000000 Penalty: 6367.117188
	Iteration 31Q: 3 clusters Score -4.70595e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 362535 members 
Entering Unmasked Estep 
Score: -47059504.000000 Penalty: 6367.117188
	Iteration 32Q: 3 clusters Score -4.70595e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 362577 members 
Entering Unmasked Estep 
Score: -47059488.000000 Penalty: 6367.117188
	Iteration 33Q: 3 clusters Score -4.705949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 362617 members 
Entering Unmasked Estep 
Score: -47059532.000000 Penalty: 6367.117188
	Iteration 34Q: 3 clusters Score -4.705953e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 362652 members 
Entering Unmasked Estep 
Score: -47059544.000000 Penalty: 6367.117188
	Iteration 35Q: 3 clusters Score -4.705954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 362680 members 
Entering Unmasked Estep 
Score: -47059556.000000 Penalty: 6367.117188
	Iteration 36Q: 3 clusters Score -4.705956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 362697 members 
Entering Unmasked Estep 
Score: -47059556.000000 Penalty: 6367.117188
	Iteration 37Q: 3 clusters Score -4.705956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 362708 members 
Entering Unmasked Estep 
Score: -47059568.000000 Penalty: 6367.117188
	Iteration 38Q: 3 clusters Score -4.705957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 362720 members 
Entering Unmasked Estep 
Score: -47059548.000000 Penalty: 6367.117188
	Iteration 39Q: 3 clusters Score -4.705955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 362733 members 
Entering Unmasked Estep 
Score: -47059536.000000 Penalty: 6367.117188
	Iteration 40F: 3 clusters Score -4.705954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 362748 members 
Entering Unmasked Estep 
Score: -47059540.000000 Penalty: 6367.117188
	Iteration 41Q: 3 clusters Score -4.705954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 362764 members 
Entering Unmasked Estep 
Score: -47059532.000000 Penalty: 6367.117188
	Iteration 42Q: 3 clusters Score -4.705953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 362772 members 
Entering Unmasked Estep 
Score: -47059508.000000 Penalty: 6367.117188
	Iteration 43Q: 3 clusters Score -4.705951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 362781 members 
Entering Unmasked Estep 
Score: -47059496.000000 Penalty: 6367.117188
	Iteration 44Q: 3 clusters Score -4.70595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 362791 members 
Entering Unmasked Estep 
Score: -47059512.000000 Penalty: 6367.117188
	Iteration 45Q: 3 clusters Score -4.705951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 362804 members 
Entering Unmasked Estep 
Score: -47059488.000000 Penalty: 6367.117188
	Iteration 46Q: 3 clusters Score -4.705949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 362813 members 
Entering Unmasked Estep 
Score: -47059488.000000 Penalty: 6367.117188
	Iteration 47Q: 3 clusters Score -4.705949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 362819 members 
Entering Unmasked Estep 
Score: -47059508.000000 Penalty: 6367.117188
	Iteration 48Q: 3 clusters Score -4.705951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 362826 members 
Entering Unmasked Estep 
Score: -47059512.000000 Penalty: 6367.117188
	Iteration 49Q: 3 clusters Score -4.705951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 362827 members 
Entering Unmasked Estep 
Score: -47059508.000000 Penalty: 6367.117188
	Iteration 50Q: 3 clusters Score -4.705951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 362827 members 
Entering Unmasked Estep 
Score: -47059508.000000 Penalty: 6367.117188
	Iteration 51F: 3 clusters Score -4.705951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 40336 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Entering Unmasked Estep 
Score: -141794000.000000 Penalty: 76237.171875
Splitting cluster 4 changes total score from -141745680.000000 to -141794000.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (51225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Entering Unmasked Estep 
Score: -6044429.000000 Penalty: 2689.307617
	Iteration 0F: 2 clusters Score -6044429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6009848.000000 Penalty: 5378.615234
	Iteration 0F: 3 clusters Score -6009848 nChanged 23598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6023544.500000 Penalty: 5378.615234
	Iteration 1F: 3 clusters Score -6023544 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -6024698.000000 Penalty: 5378.615234
	Iteration 2F: 3 clusters Score -6024698 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -6025985.000000 Penalty: 5378.615234
	Iteration 3F: 3 clusters Score -6025985 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6027343.500000 Penalty: 5378.615234
	Iteration 4F: 3 clusters Score -6027344 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6028754.000000 Penalty: 5378.615234
	Iteration 5F: 3 clusters Score -6028754 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -6030227.000000 Penalty: 5378.615234
	Iteration 6F: 3 clusters Score -6030227 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6031853.000000 Penalty: 5378.615234
	Iteration 7F: 3 clusters Score -6031853 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6033481.000000 Penalty: 5378.615234
	Iteration 8F: 3 clusters Score -6033481 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6035067.500000 Penalty: 5378.615234
	Iteration 9Q: 3 clusters Score -6035068 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -6036336.500000 Penalty: 5378.615234
	Iteration 10Q: 3 clusters Score -6036336 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -6037332.500000 Penalty: 5378.615234
	Iteration 11Q: 3 clusters Score -6037332 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -6037908.500000 Penalty: 5378.615234
	Iteration 12Q: 3 clusters Score -6037908 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -6038358.000000 Penalty: 5378.615234
	Iteration 13Q: 3 clusters Score -6038358 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -6038651.000000 Penalty: 5378.615234
	Iteration 14Q: 3 clusters Score -6038651 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -6038873.500000 Penalty: 5378.615234
	Iteration 15Q: 3 clusters Score -6038874 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -6039142.000000 Penalty: 5378.615234
	Iteration 16Q: 3 clusters Score -6039142 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -6039368.500000 Penalty: 5378.615234
	Iteration 17Q: 3 clusters Score -6039368 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -6039622.500000 Penalty: 5378.615234
	Iteration 18Q: 3 clusters Score -6039622 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -6039894.500000 Penalty: 5378.615234
	Iteration 19Q: 3 clusters Score -6039894 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6040148.000000 Penalty: 5378.615234
	Iteration 20F: 3 clusters Score -6040148 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -6040431.000000 Penalty: 5378.615234
	Iteration 21Q: 3 clusters Score -6040431 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -6040733.000000 Penalty: 5378.615234
	Iteration 22Q: 3 clusters Score -6040733 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6041004.000000 Penalty: 5378.615234
	Iteration 23Q: 3 clusters Score -6041004 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6041294.000000 Penalty: 5378.615234
	Iteration 24Q: 3 clusters Score -6041294 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -6041623.000000 Penalty: 5378.615234
	Iteration 25Q: 3 clusters Score -6041623 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6041915.000000 Penalty: 5378.615234
	Iteration 26Q: 3 clusters Score -6041915 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -6042217.000000 Penalty: 5378.615234
	Iteration 27Q: 3 clusters Score -6042217 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -6042475.000000 Penalty: 5378.615234
	Iteration 28Q: 3 clusters Score -6042475 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6042726.000000 Penalty: 5378.615234
	Iteration 29Q: 3 clusters Score -6042726 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6042931.500000 Penalty: 5378.615234
	Iteration 30Q: 3 clusters Score -6042932 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6043073.000000 Penalty: 5378.615234
	Iteration 31Q: 3 clusters Score -6043073 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6043186.000000 Penalty: 5378.615234
	Iteration 32Q: 3 clusters Score -6043186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6043279.500000 Penalty: 5378.615234
	Iteration 33Q: 3 clusters Score -6043280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -6043333.500000 Penalty: 5378.615234
	Iteration 34Q: 3 clusters Score -6043334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -6043401.000000 Penalty: 5378.615234
	Iteration 35Q: 3 clusters Score -6043401 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6043441.500000 Penalty: 5378.615234
	Iteration 36Q: 3 clusters Score -6043442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6043475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6043496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -6043535.500000 Penalty: 5378.615234
	Iteration 39Q: 3 clusters Score -6043536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6043569.000000 Penalty: 5378.615234
	Iteration 40F: 3 clusters Score -6043569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -6043566.500000 Penalty: 5378.615234
	Iteration 41Q: 3 clusters Score -6043566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6043579.500000 Penalty: 5378.615234
	Iteration 42Q: 3 clusters Score -6043580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6043604.000000 Penalty: 5378.615234
	Iteration 43Q: 3 clusters Score -6043604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -6043610.000000 Penalty: 5378.615234
	Iteration 44Q: 3 clusters Score -6043610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6043623.500000 Penalty: 5378.615234
	Iteration 45Q: 3 clusters Score -6043624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6043636.500000 Penalty: 5378.615234
	Iteration 46Q: 3 clusters Score -6043636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -6043632.500000 Penalty: 5378.615234
	Iteration 47Q: 3 clusters Score -6043632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6043635.500000 Penalty: 5378.615234
	Iteration 48Q: 3 clusters Score -6043636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -6043633.000000 Penalty: 5378.615234
	Iteration 49Q: 3 clusters Score -6043633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -6043630.000000 Penalty: 5378.615234
	Iteration 50Q: 3 clusters Score -6043630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6043636.000000 Penalty: 5378.615234
	Iteration 51Q: 3 clusters Score -6043636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6043643.000000 Penalty: 5378.615234
	Iteration 52Q: 3 clusters Score -6043643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6043645.500000 Penalty: 5378.615234
	Iteration 53Q: 3 clusters Score -6043646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -6043659.500000 Penalty: 5378.615234
	Iteration 54Q: 3 clusters Score -6043660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6043676.000000 Penalty: 5378.615234
	Iteration 55Q: 3 clusters Score -6043676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6043681.500000 Penalty: 5378.615234
	Iteration 56Q: 3 clusters Score -6043682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -6043683.500000 Penalty: 5378.615234
	Iteration 57Q: 3 clusters Score -6043684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -6043696.500000 Penalty: 5378.615234
	Iteration 58Q: 3 clusters Score -6043696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -6043717.000000 Penalty: 5378.615234
	Iteration 59Q: 3 clusters Score -6043717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -6043727.500000 Penalty: 5378.615234
	Iteration 60F: 3 clusters Score -6043728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 5378.615234
	Iteration 61Q: 3 clusters Score -6043734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6043738.500000 Penalty: 5378.615234
	Iteration 62Q: 3 clusters Score -6043738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6043723.000000 Penalty: 5378.615234
	Iteration 63Q: 3 clusters Score -6043723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6043733.000000 Penalty: 5378.615234
	Iteration 64Q: 3 clusters Score -6043733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 5378.615234
	Iteration 65Q: 3 clusters Score -6043734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6043730.500000 Penalty: 5378.615234
	Iteration 66Q: 3 clusters Score -6043730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -6043731.500000 Penalty: 5378.615234
	Iteration 67Q: 3 clusters Score -6043732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6043726.500000 Penalty: 5378.615234
	Iteration 68Q: 3 clusters Score -6043726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -6043731.500000 Penalty: 5378.615234
	Iteration 69Q: 3 clusters Score -6043732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 5378.615234
	Iteration 70Q: 3 clusters Score -6043734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6043734.500000 Penalty: 5378.615234
	Iteration 71Q: 3 clusters Score -6043734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6043735.500000 Penalty: 5378.615234
	Iteration 72Q: 3 clusters Score -6043736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -6043727.500000 Penalty: 5378.615234
	Iteration 73Q: 3 clusters Score -6043728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -6043731.000000 Penalty: 5378.615234
	Iteration 74Q: 3 clusters Score -6043731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6043729.000000 Penalty: 5378.615234
	Iteration 75Q: 3 clusters Score -6043729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6043727.500000 Penalty: 5378.615234
	Iteration 76Q: 3 clusters Score -6043728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -6043729.500000 Penalty: 5378.615234
	Iteration 77Q: 3 clusters Score -6043730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 5378.615234
	Iteration 78Q: 3 clusters Score -6043734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6043731.500000 Penalty: 5378.615234
	Iteration 79Q: 3 clusters Score -6043732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -6043734.500000 Penalty: 5378.615234
	Iteration 80F: 3 clusters Score -6043734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6043737.000000 Penalty: 5378.615234
	Iteration 81Q: 3 clusters Score -6043737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6043733.500000 Penalty: 5378.615234
	Iteration 82Q: 3 clusters Score -6043734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -6043729.500000 Penalty: 5378.615234
	Iteration 83Q: 3 clusters Score -6043730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6043726.500000 Penalty: 5378.615234
	Iteration 84Q: 3 clusters Score -6043726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6043735.000000 Penalty: 5378.615234
	Iteration 85Q: 3 clusters Score -6043735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6043729.500000 Penalty: 5378.615234
	Iteration 86Q: 3 clusters Score -6043730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -6043732.000000 Penalty: 5378.615234
	Iteration 87Q: 3 clusters Score -6043732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -6043734.000000 Penalty: 5378.615234
	Iteration 88Q: 3 clusters Score -6043734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -6043735.000000 Penalty: 5378.615234
	Iteration 89Q: 3 clusters Score -6043735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6043732.000000 Penalty: 5378.615234
	Iteration 90Q: 3 clusters Score -6043732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6043731.000000 Penalty: 5378.615234
	Iteration 91Q: 3 clusters Score -6043731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6043732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6043732.000000 Penalty: 5378.615234
	Iteration 93F: 3 clusters Score -6043732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40336 members 
Entering Unmasked Estep 
Score: -4990533.000000 Penalty: 2630.039795
	Iteration 0F: 2 clusters Score -4990533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4963025.000000 Penalty: 5260.079590
	Iteration 0F: 3 clusters Score -4963025 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4973690.000000 Penalty: 5260.079590
	Iteration 1F: 3 clusters Score -4973690 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4974626 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4975807.000000 Penalty: 5260.079590
	Iteration 3F: 3 clusters Score -4975807 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4977339.000000 Penalty: 5260.079590
	Iteration 4F: 3 clusters Score -4977339 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4979378.500000 Penalty: 5260.079590
	Iteration 5F: 3 clusters Score -4979378 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4981739.500000 Penalty: 5260.079590
	Iteration 6F: 3 clusters Score -4981740 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4984148.500000 Penalty: 5260.079590
	Iteration 7F: 3 clusters Score -4984148 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4986054.000000 Penalty: 5260.079590
	Iteration 8F: 3 clusters Score -4986054 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4987359.500000 Penalty: 5260.079590
	Iteration 9F: 3 clusters Score -4987360 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4988451.000000 Penalty: 5260.079590
	Iteration 10Q: 3 clusters Score -4988451 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4989322.000000 Penalty: 5260.079590
	Iteration 11Q: 3 clusters Score -4989322 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4990010.000000 Penalty: 5260.079590
	Iteration 12Q: 3 clusters Score -4990010 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4990571.500000 Penalty: 5260.079590
	Iteration 13Q: 3 clusters Score -4990572 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4991081.500000 Penalty: 5260.079590
	Iteration 14Q: 3 clusters Score -4991082 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4991640.500000 Penalty: 5260.079590
	Iteration 15Q: 3 clusters Score -4991640 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -4992132.500000 Penalty: 5260.079590
	Iteration 16Q: 3 clusters Score -4992132 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4992690.500000 Penalty: 5260.079590
	Iteration 17Q: 3 clusters Score -4992690 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4993253.000000 Penalty: 5260.079590
	Iteration 18Q: 3 clusters Score -4993253 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4993780.500000 Penalty: 5260.079590
	Iteration 19Q: 3 clusters Score -4993780 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4994220.500000 Penalty: 5260.079590
	Iteration 20F: 3 clusters Score -4994220 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4994599.000000 Penalty: 5260.079590
	Iteration 21Q: 3 clusters Score -4994599 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4994868.000000 Penalty: 5260.079590
	Iteration 22Q: 3 clusters Score -4994868 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4995032.500000 Penalty: 5260.079590
	Iteration 23Q: 3 clusters Score -4995032 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4995126.000000 Penalty: 5260.079590
	Iteration 24Q: 3 clusters Score -4995126 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4995198.000000 Penalty: 5260.079590
	Iteration 25Q: 3 clusters Score -4995198 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4995231.000000 Penalty: 5260.079590
	Iteration 26Q: 3 clusters Score -4995231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4995258.000000 Penalty: 5260.079590
	Iteration 27Q: 3 clusters Score -4995258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4995290.000000 Penalty: 5260.079590
	Iteration 28Q: 3 clusters Score -4995290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4995299.500000 Penalty: 5260.079590
	Iteration 29Q: 3 clusters Score -4995300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4995312.500000 Penalty: 5260.079590
	Iteration 30Q: 3 clusters Score -4995312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4995323.000000 Penalty: 5260.079590
	Iteration 31Q: 3 clusters Score -4995323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4995316.500000 Penalty: 5260.079590
	Iteration 32Q: 3 clusters Score -4995316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4995326.000000 Penalty: 5260.079590
	Iteration 33Q: 3 clusters Score -4995326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4995321.000000 Penalty: 5260.079590
	Iteration 34Q: 3 clusters Score -4995321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4995331.500000 Penalty: 5260.079590
	Iteration 35Q: 3 clusters Score -4995332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4995337.500000 Penalty: 5260.079590
	Iteration 36Q: 3 clusters Score -4995338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4995333.000000 Penalty: 5260.079590
	Iteration 37Q: 3 clusters Score -4995333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4995331.000000 Penalty: 5260.079590
	Iteration 38Q: 3 clusters Score -4995331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4995335.000000 Penalty: 5260.079590
	Iteration 39Q: 3 clusters Score -4995335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4995336.000000 Penalty: 5260.079590
	Iteration 40F: 3 clusters Score -4995336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4995334.000000 Penalty: 5260.079590
	Iteration 41Q: 3 clusters Score -4995334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4995339.000000 Penalty: 5260.079590
	Iteration 42Q: 3 clusters Score -4995339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4995346.000000 Penalty: 5260.079590
	Iteration 43Q: 3 clusters Score -4995346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4995340.000000 Penalty: 5260.079590
	Iteration 44Q: 3 clusters Score -4995340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4995348.000000 Penalty: 5260.079590
	Iteration 45Q: 3 clusters Score -4995348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4995351.500000 Penalty: 5260.079590
	Iteration 46Q: 3 clusters Score -4995352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4995347.500000 Penalty: 5260.079590
	Iteration 47Q: 3 clusters Score -4995348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4995347.500000 Penalty: 5260.079590
	Iteration 48Q: 3 clusters Score -4995348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4995348.000000 Penalty: 5260.079590
	Iteration 49Q: 3 clusters Score -4995348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4995351.500000 Penalty: 5260.079590
	Iteration 50Q: 3 clusters Score -4995352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4995343.500000 Penalty: 5260.079590
	Iteration 51Q: 3 clusters Score -4995344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4995352.000000 Penalty: 5260.079590
	Iteration 52Q: 3 clusters Score -4995352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4995352.000000 Penalty: 5260.079590
	Iteration 53F: 3 clusters Score -4995352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Entering Unmasked Estep 
Score: -141797872.000000 Penalty: 79702.492188
Splitting cluster 6 changes total score from -141745680.000000 to -141797872.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -424072.343750 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -424072.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -420589.156250 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -420589.2 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -425077.281250 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -425077.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -431875.343750 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -431875.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -437684.312500 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -437684.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -438833.093750 Penalty: 4137.458008
	Iteration 4F: 3 clusters Score -438833.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -438941.937500 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -438941.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -438975.593750 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -438975.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -439027.937500 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -439027.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -439137.781250 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -439137.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -439152.843750 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -439152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -439154.468750 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -439154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -439157.937500 Penalty: 4137.458008
	Iteration 11F: 3 clusters Score -439157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -439165.343750 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -439165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -439212.281250 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -439212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -439436.812500 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -439436.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -440234.812500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -440234.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -440753.062500 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -440753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440777.375000 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -440777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -440813.843750 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -440813.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -440971.250000 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -440971.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -441596.750000 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -441596.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -442871.468750 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -442871.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -443688.218750 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -443688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -444294.531250 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -444294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -445245.656250 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -445245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -445251.125000 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -445251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445260.468750 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -445260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445261.281250 Penalty: 4137.458008
	Iteration 27F: 3 clusters Score -445261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -445270.125000 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -445270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -445270.125000 Penalty: 4137.458008
	Iteration 29F: 3 clusters Score -445270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Entering Unmasked Estep 
Score: -141822832.000000 Penalty: 83167.820312
Splitting cluster 7 changes total score from -141745680.000000 to -141822832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (17784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Entering Unmasked Estep 
Score: -1968861.250000 Penalty: 2426.941650
	Iteration 0F: 2 clusters Score -1968861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1956290.375000 Penalty: 4853.883301
	Iteration 0F: 3 clusters Score -1956290 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1961415.125000 Penalty: 4853.883301
	Iteration 1F: 3 clusters Score -1961415 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1963093.875000 Penalty: 4853.883301
	Iteration 2F: 3 clusters Score -1963094 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1964914.750000 Penalty: 4853.883301
	Iteration 3F: 3 clusters Score -1964915 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1966285.875000 Penalty: 4853.883301
	Iteration 4F: 3 clusters Score -1966286 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1967090.250000 Penalty: 4853.883301
	Iteration 5F: 3 clusters Score -1967090 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1967551.625000 Penalty: 4853.883301
	Iteration 6Q: 3 clusters Score -1967552 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1967830.625000 Penalty: 4853.883301
	Iteration 7Q: 3 clusters Score -1967831 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1968049.000000 Penalty: 4853.883301
	Iteration 8Q: 3 clusters Score -1968049 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1968248.625000 Penalty: 4853.883301
	Iteration 9Q: 3 clusters Score -1968249 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1968397.125000 Penalty: 4853.883301
	Iteration 10Q: 3 clusters Score -1968397 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1968525.000000 Penalty: 4853.883301
	Iteration 11Q: 3 clusters Score -1968525 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1968613.250000 Penalty: 4853.883301
	Iteration 12Q: 3 clusters Score -1968613 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1968693.125000 Penalty: 4853.883301
	Iteration 13Q: 3 clusters Score -1968693 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1968779.875000 Penalty: 4853.883301
	Iteration 14Q: 3 clusters Score -1968780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1968843.250000 Penalty: 4853.883301
	Iteration 15Q: 3 clusters Score -1968843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1968889.000000 Penalty: 4853.883301
	Iteration 16Q: 3 clusters Score -1968889 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1968947.000000 Penalty: 4853.883301
	Iteration 17Q: 3 clusters Score -1968947 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1968997.500000 Penalty: 4853.883301
	Iteration 18Q: 3 clusters Score -1968998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1969045.125000 Penalty: 4853.883301
	Iteration 19Q: 3 clusters Score -1969045 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1969081.875000 Penalty: 4853.883301
	Iteration 20F: 3 clusters Score -1969082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1969136.500000 Penalty: 4853.883301
	Iteration 21Q: 3 clusters Score -1969136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1969186.000000 Penalty: 4853.883301
	Iteration 22Q: 3 clusters Score -1969186 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1969232.125000 Penalty: 4853.883301
	Iteration 23Q: 3 clusters Score -1969232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1969269.875000 Penalty: 4853.883301
	Iteration 24Q: 3 clusters Score -1969270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1969319.625000 Penalty: 4853.883301
	Iteration 25Q: 3 clusters Score -1969320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1969363.250000 Penalty: 4853.883301
	Iteration 26Q: 3 clusters Score -1969363 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1969394.500000 Penalty: 4853.883301
	Iteration 27Q: 3 clusters Score -1969394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1969431.250000 Penalty: 4853.883301
	Iteration 28Q: 3 clusters Score -1969431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1969464.625000 Penalty: 4853.883301
	Iteration 29Q: 3 clusters Score -1969465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1969493.250000 Penalty: 4853.883301
	Iteration 30Q: 3 clusters Score -1969493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1969517.875000 Penalty: 4853.883301
	Iteration 31Q: 3 clusters Score -1969518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1969532.500000 Penalty: 4853.883301
	Iteration 32Q: 3 clusters Score -1969532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1969555.625000 Penalty: 4853.883301
	Iteration 33Q: 3 clusters Score -1969556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1969573.750000 Penalty: 4853.883301
	Iteration 34Q: 3 clusters Score -1969574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1969589.375000 Penalty: 4853.883301
	Iteration 35Q: 3 clusters Score -1969589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1969610.500000 Penalty: 4853.883301
	Iteration 36Q: 3 clusters Score -1969610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1969631.000000 Penalty: 4853.883301
	Iteration 37Q: 3 clusters Score -1969631 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1969653.500000 Penalty: 4853.883301
	Iteration 38Q: 3 clusters Score -1969654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1969675.750000 Penalty: 4853.883301
	Iteration 39Q: 3 clusters Score -1969676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1969700.125000 Penalty: 4853.883301
	Iteration 40F: 3 clusters Score -1969700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1969732.625000 Penalty: 4853.883301
	Iteration 41Q: 3 clusters Score -1969733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1969754.250000 Penalty: 4853.883301
	Iteration 42Q: 3 clusters Score -1969754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1969781.000000 Penalty: 4853.883301
	Iteration 43Q: 3 clusters Score -1969781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1969823.500000 Penalty: 4853.883301
	Iteration 44Q: 3 clusters Score -1969824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1969860.250000 Penalty: 4853.883301
	Iteration 45Q: 3 clusters Score -1969860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1969897.875000 Penalty: 4853.883301
	Iteration 46Q: 3 clusters Score -1969898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1969932.750000 Penalty: 4853.883301
	Iteration 47Q: 3 clusters Score -1969933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1969962.000000 Penalty: 4853.883301
	Iteration 48Q: 3 clusters Score -1969962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1969991.375000 Penalty: 4853.883301
	Iteration 49Q: 3 clusters Score -1969991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1970018.125000 Penalty: 4853.883301
	Iteration 50Q: 3 clusters Score -1970018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1970046.500000 Penalty: 4853.883301
	Iteration 51Q: 3 clusters Score -1970046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1970072.375000 Penalty: 4853.883301
	Iteration 52Q: 3 clusters Score -1970072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1970094.625000 Penalty: 4853.883301
	Iteration 53Q: 3 clusters Score -1970095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1970117.500000 Penalty: 4853.883301
	Iteration 54Q: 3 clusters Score -1970118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1970128.500000 Penalty: 4853.883301
	Iteration 55Q: 3 clusters Score -1970128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1970141.625000 Penalty: 4853.883301
	Iteration 56Q: 3 clusters Score -1970142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1970143.500000 Penalty: 4853.883301
	Iteration 57Q: 3 clusters Score -1970144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1970151.000000 Penalty: 4853.883301
	Iteration 58Q: 3 clusters Score -1970151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1970157.125000 Penalty: 4853.883301
	Iteration 59Q: 3 clusters Score -1970157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1970167.125000 Penalty: 4853.883301
	Iteration 60F: 3 clusters Score -1970167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1970166.625000 Penalty: 4853.883301
	Iteration 61Q: 3 clusters Score -1970167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1970168.375000 Penalty: 4853.883301
	Iteration 62Q: 3 clusters Score -1970168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1970167.875000 Penalty: 4853.883301
	Iteration 63Q: 3 clusters Score -1970168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1970173.375000 Penalty: 4853.883301
	Iteration 64Q: 3 clusters Score -1970173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1970175.625000 Penalty: 4853.883301
	Iteration 65Q: 3 clusters Score -1970176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1970174.000000 Penalty: 4853.883301
	Iteration 66Q: 3 clusters Score -1970174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1970179.250000 Penalty: 4853.883301
	Iteration 67Q: 3 clusters Score -1970179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1970179.250000 Penalty: 4853.883301
	Iteration 68Q: 3 clusters Score -1970179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1970180.375000 Penalty: 4853.883301
	Iteration 69Q: 3 clusters Score -1970180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1970185.000000 Penalty: 4853.883301
	Iteration 70Q: 3 clusters Score -1970185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1970183.875000 Penalty: 4853.883301
	Iteration 71Q: 3 clusters Score -1970184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1970182.625000 Penalty: 4853.883301
	Iteration 72Q: 3 clusters Score -1970183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1970186.125000 Penalty: 4853.883301
	Iteration 73Q: 3 clusters Score -1970186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1970186.375000 Penalty: 4853.883301
	Iteration 74Q: 3 clusters Score -1970186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1970186.750000 Penalty: 4853.883301
	Iteration 75Q: 3 clusters Score -1970187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1970188.500000 Penalty: 4853.883301
	Iteration 76Q: 3 clusters Score -1970188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1970188.750000 Penalty: 4853.883301
	Iteration 77Q: 3 clusters Score -1970189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1970192.375000 Penalty: 4853.883301
	Iteration 78Q: 3 clusters Score -1970192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1970193.500000 Penalty: 4853.883301
	Iteration 79Q: 3 clusters Score -1970194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1970191.375000 Penalty: 4853.883301
	Iteration 80F: 3 clusters Score -1970191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Entering Unmasked Estep 
Score: -141822928.000000 Penalty: 86633.148438
Splitting cluster 8 changes total score from -141745680.000000 to -141822928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (27026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Entering Unmasked Estep 
Score: -3265290.750000 Penalty: 2530.729492
	Iteration 0F: 2 clusters Score -3265291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3246682.250000 Penalty: 5061.458984
	Iteration 0F: 3 clusters Score -3246682 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3253706.000000 Penalty: 5061.458984
	Iteration 1F: 3 clusters Score -3253706 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3254933.500000 Penalty: 5061.458984
	Iteration 2F: 3 clusters Score -3254934 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3256713.500000 Penalty: 5061.458984
	Iteration 3F: 3 clusters Score -3256714 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3258793.500000 Penalty: 5061.458984
	Iteration 4F: 3 clusters Score -3258794 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3260633.500000 Penalty: 5061.458984
	Iteration 5F: 3 clusters Score -3260634 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3261991.750000 Penalty: 5061.458984
	Iteration 6F: 3 clusters Score -3261992 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3262855.500000 Penalty: 5061.458984
	Iteration 7F: 3 clusters Score -3262856 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3263385.250000 Penalty: 5061.458984
	Iteration 8Q: 3 clusters Score -3263385 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3263772.750000 Penalty: 5061.458984
	Iteration 9Q: 3 clusters Score -3263773 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3264285.250000 Penalty: 5061.458984
	Iteration 10Q: 3 clusters Score -3264285 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3264753.750000 Penalty: 5061.458984
	Iteration 11Q: 3 clusters Score -3264754 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3265215.250000 Penalty: 5061.458984
	Iteration 12Q: 3 clusters Score -3265215 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3265624.500000 Penalty: 5061.458984
	Iteration 13Q: 3 clusters Score -3265624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3266123.250000 Penalty: 5061.458984
	Iteration 14Q: 3 clusters Score -3266123 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3266733.500000 Penalty: 5061.458984
	Iteration 15Q: 3 clusters Score -3266734 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3267321.250000 Penalty: 5061.458984
	Iteration 16Q: 3 clusters Score -3267321 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3267905.500000 Penalty: 5061.458984
	Iteration 17Q: 3 clusters Score -3267906 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3268630.500000 Penalty: 5061.458984
	Iteration 18Q: 3 clusters Score -3268630 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3269823.750000 Penalty: 5061.458984
	Iteration 19Q: 3 clusters Score -3269824 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3271950.250000 Penalty: 5061.458984
	Iteration 20F: 3 clusters Score -3271950 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3273374.750000 Penalty: 5061.458984
	Iteration 21Q: 3 clusters Score -3273375 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3274018.750000 Penalty: 5061.458984
	Iteration 22Q: 3 clusters Score -3274019 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3274394.500000 Penalty: 5061.458984
	Iteration 23Q: 3 clusters Score -3274394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3274511.000000 Penalty: 5061.458984
	Iteration 24Q: 3 clusters Score -3274511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3274559.250000 Penalty: 5061.458984
	Iteration 25Q: 3 clusters Score -3274559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3274591.500000 Penalty: 5061.458984
	Iteration 26Q: 3 clusters Score -3274592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3274633.500000 Penalty: 5061.458984
	Iteration 27Q: 3 clusters Score -3274634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3274663.500000 Penalty: 5061.458984
	Iteration 28Q: 3 clusters Score -3274664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3274682.500000 Penalty: 5061.458984
	Iteration 29Q: 3 clusters Score -3274682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3274692.250000 Penalty: 5061.458984
	Iteration 30Q: 3 clusters Score -3274692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3274710.750000 Penalty: 5061.458984
	Iteration 31Q: 3 clusters Score -3274711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3274732.250000 Penalty: 5061.458984
	Iteration 32Q: 3 clusters Score -3274732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3274751.500000 Penalty: 5061.458984
	Iteration 33Q: 3 clusters Score -3274752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3274772.750000 Penalty: 5061.458984
	Iteration 34Q: 3 clusters Score -3274773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3274812.500000 Penalty: 5061.458984
	Iteration 35Q: 3 clusters Score -3274812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3274835.500000 Penalty: 5061.458984
	Iteration 36Q: 3 clusters Score -3274836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3274848.500000 Penalty: 5061.458984
	Iteration 37Q: 3 clusters Score -3274848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3274863.750000 Penalty: 5061.458984
	Iteration 38Q: 3 clusters Score -3274864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3274880.250000 Penalty: 5061.458984
	Iteration 39Q: 3 clusters Score -3274880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3274924.750000 Penalty: 5061.458984
	Iteration 40F: 3 clusters Score -3274925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3274967.750000 Penalty: 5061.458984
	Iteration 41Q: 3 clusters Score -3274968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3275003.500000 Penalty: 5061.458984
	Iteration 42Q: 3 clusters Score -3275004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3275014.750000 Penalty: 5061.458984
	Iteration 43Q: 3 clusters Score -3275015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3275018.750000 Penalty: 5061.458984
	Iteration 44Q: 3 clusters Score -3275019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3275032.750000 Penalty: 5061.458984
	Iteration 45Q: 3 clusters Score -3275033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3275038.500000 Penalty: 5061.458984
	Iteration 46Q: 3 clusters Score -3275038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3275049.750000 Penalty: 5061.458984
	Iteration 47Q: 3 clusters Score -3275050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3275063.250000 Penalty: 5061.458984
	Iteration 48Q: 3 clusters Score -3275063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3275065.000000 Penalty: 5061.458984
	Iteration 49Q: 3 clusters Score -3275065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3275075.000000 Penalty: 5061.458984
	Iteration 50Q: 3 clusters Score -3275075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3275070.750000 Penalty: 5061.458984
	Iteration 51Q: 3 clusters Score -3275071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3275071.250000 Penalty: 5061.458984
	Iteration 52Q: 3 clusters Score -3275071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3275077.000000 Penalty: 5061.458984
	Iteration 53Q: 3 clusters Score -3275077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3275074.500000 Penalty: 5061.458984
	Iteration 54Q: 3 clusters Score -3275074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3275083.750000 Penalty: 5061.458984
	Iteration 55Q: 3 clusters Score -3275084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3275084.500000 Penalty: 5061.458984
	Iteration 56Q: 3 clusters Score -3275084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3275085.500000 Penalty: 5061.458984
	Iteration 57Q: 3 clusters Score -3275086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3275085.500000 Penalty: 5061.458984
	Iteration 58F: 3 clusters Score -3275086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Entering Unmasked Estep 
Score: -141832080.000000 Penalty: 90098.476562
Splitting cluster 9 changes total score from -141745680.000000 to -141832080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (22103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Entering Unmasked Estep 
Score: -2644554.250000 Penalty: 2480.860107
	Iteration 0F: 2 clusters Score -2644554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2629157.000000 Penalty: 4961.720215
	Iteration 0F: 3 clusters Score -2629157 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2635194.250000 Penalty: 4961.720215
	Iteration 1F: 3 clusters Score -2635194 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2636658.000000 Penalty: 4961.720215
	Iteration 2F: 3 clusters Score -2636658 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2638545.000000 Penalty: 4961.720215
	Iteration 3F: 3 clusters Score -2638545 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2640877.000000 Penalty: 4961.720215
	Iteration 4F: 3 clusters Score -2640877 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2643154.500000 Penalty: 4961.720215
	Iteration 5F: 3 clusters Score -2643154 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2644790.750000 Penalty: 4961.720215
	Iteration 6F: 3 clusters Score -2644791 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2645756.250000 Penalty: 4961.720215
	Iteration 7F: 3 clusters Score -2645756 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2646400.250000 Penalty: 4961.720215
	Iteration 8Q: 3 clusters Score -2646400 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2646848.250000 Penalty: 4961.720215
	Iteration 9Q: 3 clusters Score -2646848 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2647093.000000 Penalty: 4961.720215
	Iteration 10Q: 3 clusters Score -2647093 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2647214.750000 Penalty: 4961.720215
	Iteration 11Q: 3 clusters Score -2647215 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2647268.500000 Penalty: 4961.720215
	Iteration 12Q: 3 clusters Score -2647268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2647306.250000 Penalty: 4961.720215
	Iteration 13Q: 3 clusters Score -2647306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2647346.250000 Penalty: 4961.720215
	Iteration 14Q: 3 clusters Score -2647346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2647394.500000 Penalty: 4961.720215
	Iteration 15Q: 3 clusters Score -2647394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2647435.250000 Penalty: 4961.720215
	Iteration 16Q: 3 clusters Score -2647435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2647468.250000 Penalty: 4961.720215
	Iteration 17Q: 3 clusters Score -2647468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2647503.750000 Penalty: 4961.720215
	Iteration 18Q: 3 clusters Score -2647504 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2647546.750000 Penalty: 4961.720215
	Iteration 19Q: 3 clusters Score -2647547 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2647611.750000 Penalty: 4961.720215
	Iteration 20F: 3 clusters Score -2647612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2647674.750000 Penalty: 4961.720215
	Iteration 21Q: 3 clusters Score -2647675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2647757.500000 Penalty: 4961.720215
	Iteration 22Q: 3 clusters Score -2647758 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2647867.000000 Penalty: 4961.720215
	Iteration 23Q: 3 clusters Score -2647867 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2647982.000000 Penalty: 4961.720215
	Iteration 24Q: 3 clusters Score -2647982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2648068.250000 Penalty: 4961.720215
	Iteration 25Q: 3 clusters Score -2648068 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2648126.000000 Penalty: 4961.720215
	Iteration 26Q: 3 clusters Score -2648126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2648153.250000 Penalty: 4961.720215
	Iteration 27Q: 3 clusters Score -2648153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2648166.250000 Penalty: 4961.720215
	Iteration 28Q: 3 clusters Score -2648166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2648190.500000 Penalty: 4961.720215
	Iteration 29Q: 3 clusters Score -2648190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2648195.250000 Penalty: 4961.720215
	Iteration 30Q: 3 clusters Score -2648195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2648199.250000 Penalty: 4961.720215
	Iteration 31Q: 3 clusters Score -2648199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2648209.750000 Penalty: 4961.720215
	Iteration 32Q: 3 clusters Score -2648210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2648210.750000 Penalty: 4961.720215
	Iteration 33Q: 3 clusters Score -2648211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2648224.750000 Penalty: 4961.720215
	Iteration 34Q: 3 clusters Score -2648225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2648218.750000 Penalty: 4961.720215
	Iteration 35Q: 3 clusters Score -2648219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2648218.500000 Penalty: 4961.720215
	Iteration 36Q: 3 clusters Score -2648218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2648214.750000 Penalty: 4961.720215
	Iteration 37Q: 3 clusters Score -2648215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2648218.250000 Penalty: 4961.720215
	Iteration 38Q: 3 clusters Score -2648218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2648219.000000 Penalty: 4961.720215
	Iteration 39Q: 3 clusters Score -2648219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2648217.250000 Penalty: 4961.720215
	Iteration 40F: 3 clusters Score -2648217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2648218.750000 Penalty: 4961.720215
	Iteration 41Q: 3 clusters Score -2648219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2648226.250000 Penalty: 4961.720215
	Iteration 42Q: 3 clusters Score -2648226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2648215.500000 Penalty: 4961.720215
	Iteration 43Q: 3 clusters Score -2648216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2648217.250000 Penalty: 4961.720215
	Iteration 44Q: 3 clusters Score -2648217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2648220.500000 Penalty: 4961.720215
	Iteration 45Q: 3 clusters Score -2648220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2648222.000000 Penalty: 4961.720215
	Iteration 46Q: 3 clusters Score -2648222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2648215.000000 Penalty: 4961.720215
	Iteration 47Q: 3 clusters Score -2648215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2648216.750000 Penalty: 4961.720215
	Iteration 48Q: 3 clusters Score -2648217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2648216.000000 Penalty: 4961.720215
	Iteration 49Q: 3 clusters Score -2648216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2648217.000000 Penalty: 4961.720215
	Iteration 50Q: 3 clusters Score -2648217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2648218.250000 Penalty: 4961.720215
	Iteration 51Q: 3 clusters Score -2648218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2648219.750000 Penalty: 4961.720215
	Iteration 52Q: 3 clusters Score -2648220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2648222.000000 Penalty: 4961.720215
	Iteration 53Q: 3 clusters Score -2648222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2648222.000000 Penalty: 4961.720215
	Iteration 54Q: 3 clusters Score -2648222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2648226.250000 Penalty: 4961.720215
	Iteration 55Q: 3 clusters Score -2648226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2648224.750000 Penalty: 4961.720215
	Iteration 56Q: 3 clusters Score -2648225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2648228.000000 Penalty: 4961.720215
	Iteration 57Q: 3 clusters Score -2648228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2648228.250000 Penalty: 4961.720215
	Iteration 58Q: 3 clusters Score -2648228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2648227.750000 Penalty: 4961.720215
	Iteration 59Q: 3 clusters Score -2648228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2648228.750000 Penalty: 4961.720215
	Iteration 60F: 3 clusters Score -2648229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2648228.500000 Penalty: 4961.720215
	Iteration 61Q: 3 clusters Score -2648228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2648226.500000 Penalty: 4961.720215
	Iteration 62Q: 3 clusters Score -2648226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2648226.250000 Penalty: 4961.720215
	Iteration 63Q: 3 clusters Score -2648226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2648228.500000 Penalty: 4961.720215
	Iteration 64Q: 3 clusters Score -2648228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2648226.750000 Penalty: 4961.720215
	Iteration 65Q: 3 clusters Score -2648227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2648225.750000 Penalty: 4961.720215
	Iteration 66Q: 3 clusters Score -2648226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2648225.750000 Penalty: 4961.720215
	Iteration 67F: 3 clusters Score -2648226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Entering Unmasked Estep 
Score: -141834384.000000 Penalty: 93563.796875
Splitting cluster 10 changes total score from -141745680.000000 to -141834384.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (18327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Entering Unmasked Estep 
Score: -2178889.500000 Penalty: 2434.400391
	Iteration 0F: 2 clusters Score -2178890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2166042.250000 Penalty: 4868.800781
	Iteration 0F: 3 clusters Score -2166042 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2171301.750000 Penalty: 4868.800781
	Iteration 1F: 3 clusters Score -2171302 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2173952.750000 Penalty: 4868.800781
	Iteration 2F: 3 clusters Score -2173953 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2177694.250000 Penalty: 4868.800781
	Iteration 3F: 3 clusters Score -2177694 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2180231.000000 Penalty: 4868.800781
	Iteration 4F: 3 clusters Score -2180231 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2181247.250000 Penalty: 4868.800781
	Iteration 5F: 3 clusters Score -2181247 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2181594.500000 Penalty: 4868.800781
	Iteration 6Q: 3 clusters Score -2181594 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2181732.750000 Penalty: 4868.800781
	Iteration 7Q: 3 clusters Score -2181733 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2181831.000000 Penalty: 4868.800781
	Iteration 8Q: 3 clusters Score -2181831 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2181925.750000 Penalty: 4868.800781
	Iteration 9Q: 3 clusters Score -2181926 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2182010.750000 Penalty: 4868.800781
	Iteration 10Q: 3 clusters Score -2182011 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2182076.750000 Penalty: 4868.800781
	Iteration 11Q: 3 clusters Score -2182077 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2182114.000000 Penalty: 4868.800781
	Iteration 12Q: 3 clusters Score -2182114 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2182145.500000 Penalty: 4868.800781
	Iteration 13Q: 3 clusters Score -2182146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2182171.750000 Penalty: 4868.800781
	Iteration 14Q: 3 clusters Score -2182172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2182192.500000 Penalty: 4868.800781
	Iteration 15Q: 3 clusters Score -2182192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2182204.000000 Penalty: 4868.800781
	Iteration 16Q: 3 clusters Score -2182204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2182222.000000 Penalty: 4868.800781
	Iteration 17Q: 3 clusters Score -2182222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2182224.750000 Penalty: 4868.800781
	Iteration 18Q: 3 clusters Score -2182225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2182238.250000 Penalty: 4868.800781
	Iteration 19Q: 3 clusters Score -2182238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2182245.250000 Penalty: 4868.800781
	Iteration 20F: 3 clusters Score -2182245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2182254.750000 Penalty: 4868.800781
	Iteration 21Q: 3 clusters Score -2182255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2182259.250000 Penalty: 4868.800781
	Iteration 22Q: 3 clusters Score -2182259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2182265.250000 Penalty: 4868.800781
	Iteration 23Q: 3 clusters Score -2182265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2182272.250000 Penalty: 4868.800781
	Iteration 24Q: 3 clusters Score -2182272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2182267.750000 Penalty: 4868.800781
	Iteration 25Q: 3 clusters Score -2182268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2182269.750000 Penalty: 4868.800781
	Iteration 26Q: 3 clusters Score -2182270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2182275.250000 Penalty: 4868.800781
	Iteration 27Q: 3 clusters Score -2182275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2182280.750000 Penalty: 4868.800781
	Iteration 28Q: 3 clusters Score -2182281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2182284.500000 Penalty: 4868.800781
	Iteration 29Q: 3 clusters Score -2182284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2182289.000000 Penalty: 4868.800781
	Iteration 30Q: 3 clusters Score -2182289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2182288.000000 Penalty: 4868.800781
	Iteration 31Q: 3 clusters Score -2182288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2182294.000000 Penalty: 4868.800781
	Iteration 32Q: 3 clusters Score -2182294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2182289.750000 Penalty: 4868.800781
	Iteration 33Q: 3 clusters Score -2182290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2182289.500000 Penalty: 4868.800781
	Iteration 34Q: 3 clusters Score -2182290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2182293.750000 Penalty: 4868.800781
	Iteration 35Q: 3 clusters Score -2182294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2182295.250000 Penalty: 4868.800781
	Iteration 36Q: 3 clusters Score -2182295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2182292.500000 Penalty: 4868.800781
	Iteration 37Q: 3 clusters Score -2182292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2182291.000000 Penalty: 4868.800781
	Iteration 38Q: 3 clusters Score -2182291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2182296.500000 Penalty: 4868.800781
	Iteration 39Q: 3 clusters Score -2182296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2182296.750000 Penalty: 4868.800781
	Iteration 40F: 3 clusters Score -2182297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2182302.000000 Penalty: 4868.800781
	Iteration 41Q: 3 clusters Score -2182302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2182302.750000 Penalty: 4868.800781
	Iteration 42Q: 3 clusters Score -2182303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2182306.000000 Penalty: 4868.800781
	Iteration 43Q: 3 clusters Score -2182306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2182303.500000 Penalty: 4868.800781
	Iteration 44Q: 3 clusters Score -2182304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2182305.000000 Penalty: 4868.800781
	Iteration 45Q: 3 clusters Score -2182305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2182299.750000 Penalty: 4868.800781
	Iteration 46Q: 3 clusters Score -2182300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2182299.000000 Penalty: 4868.800781
	Iteration 47Q: 3 clusters Score -2182299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2182301.500000 Penalty: 4868.800781
	Iteration 48Q: 3 clusters Score -2182302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2182302.500000 Penalty: 4868.800781
	Iteration 49Q: 3 clusters Score -2182302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2182304.250000 Penalty: 4868.800781
	Iteration 50Q: 3 clusters Score -2182304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2182301.000000 Penalty: 4868.800781
	Iteration 51Q: 3 clusters Score -2182301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2182301.000000 Penalty: 4868.800781
	Iteration 52Q: 3 clusters Score -2182301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2182306.250000 Penalty: 4868.800781
	Iteration 53Q: 3 clusters Score -2182306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2182302.500000 Penalty: 4868.800781
	Iteration 54Q: 3 clusters Score -2182302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2182302.500000 Penalty: 4868.800781
	Iteration 55F: 3 clusters Score -2182302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Entering Unmasked Estep 
Score: -141840576.000000 Penalty: 97029.125000
Splitting cluster 11 changes total score from -141745680.000000 to -141840576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (59596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Entering Unmasked Estep 
Score: -7354227.500000 Penalty: 2726.845459
	Iteration 0F: 2 clusters Score -7354228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7314158.500000 Penalty: 5453.690918
	Iteration 0F: 3 clusters Score -7314158 nChanged 27705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -7329988.500000 Penalty: 5453.690918
	Iteration 1F: 3 clusters Score -7329988 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7330714.500000 Penalty: 5453.690918
	Iteration 2Q: 3 clusters Score -7330714 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7331763.000000 Penalty: 5453.690918
	Iteration 3Q: 3 clusters Score -7331763 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -7333529.500000 Penalty: 5453.690918
	Iteration 4Q: 3 clusters Score -7333530 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7336553.500000 Penalty: 5453.690918
	Iteration 5F: 3 clusters Score -7336554 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -7340746.000000 Penalty: 5453.690918
	Iteration 6F: 3 clusters Score -7340746 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -7345013.500000 Penalty: 5453.690918
	Iteration 7F: 3 clusters Score -7345014 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -7348299.000000 Penalty: 5453.690918
	Iteration 8F: 3 clusters Score -7348299 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7350626.500000 Penalty: 5453.690918
	Iteration 9F: 3 clusters Score -7350626 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -7352152.500000 Penalty: 5453.690918
	Iteration 10Q: 3 clusters Score -7352152 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -7353070.000000 Penalty: 5453.690918
	Iteration 11Q: 3 clusters Score -7353070 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7353557.500000 Penalty: 5453.690918
	Iteration 12Q: 3 clusters Score -7353558 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7353959.000000 Penalty: 5453.690918
	Iteration 13Q: 3 clusters Score -7353959 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7354280.500000 Penalty: 5453.690918
	Iteration 14Q: 3 clusters Score -7354280 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7354590.500000 Penalty: 5453.690918
	Iteration 15Q: 3 clusters Score -7354590 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -7355039.500000 Penalty: 5453.690918
	Iteration 16Q: 3 clusters Score -7355040 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7355346.000000 Penalty: 5453.690918
	Iteration 17Q: 3 clusters Score -7355346 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7355627.500000 Penalty: 5453.690918
	Iteration 18Q: 3 clusters Score -7355628 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -7355752.500000 Penalty: 5453.690918
	Iteration 19Q: 3 clusters Score -7355752 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -7355824.000000 Penalty: 5453.690918
	Iteration 20F: 3 clusters Score -7355824 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7355898.000000 Penalty: 5453.690918
	Iteration 21Q: 3 clusters Score -7355898 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -7355925.000000 Penalty: 5453.690918
	Iteration 22Q: 3 clusters Score -7355925 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -7355976.000000 Penalty: 5453.690918
	Iteration 23Q: 3 clusters Score -7355976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7356002.000000 Penalty: 5453.690918
	Iteration 24Q: 3 clusters Score -7356002 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7356051.500000 Penalty: 5453.690918
	Iteration 25Q: 3 clusters Score -7356052 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7356109.000000 Penalty: 5453.690918
	Iteration 26Q: 3 clusters Score -7356109 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -7356149.000000 Penalty: 5453.690918
	Iteration 27Q: 3 clusters Score -7356149 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7356198.500000 Penalty: 5453.690918
	Iteration 28Q: 3 clusters Score -7356198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -7356239.000000 Penalty: 5453.690918
	Iteration 29Q: 3 clusters Score -7356239 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -7356264.000000 Penalty: 5453.690918
	Iteration 30Q: 3 clusters Score -7356264 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7356272.000000 Penalty: 5453.690918
	Iteration 31Q: 3 clusters Score -7356272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -7356299.500000 Penalty: 5453.690918
	Iteration 32Q: 3 clusters Score -7356300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7356275.000000 Penalty: 5453.690918
	Iteration 33Q: 3 clusters Score -7356275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -7356306.000000 Penalty: 5453.690918
	Iteration 34Q: 3 clusters Score -7356306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7356333.500000 Penalty: 5453.690918
	Iteration 35Q: 3 clusters Score -7356334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7356331.000000 Penalty: 5453.690918
	Iteration 36Q: 3 clusters Score -7356331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -7356347.500000 Penalty: 5453.690918
	Iteration 37Q: 3 clusters Score -7356348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7356358.500000 Penalty: 5453.690918
	Iteration 38Q: 3 clusters Score -7356358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7356366.500000 Penalty: 5453.690918
	Iteration 39Q: 3 clusters Score -7356366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7356365.000000 Penalty: 5453.690918
	Iteration 40F: 3 clusters Score -7356365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7356372.500000 Penalty: 5453.690918
	Iteration 41Q: 3 clusters Score -7356372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -7356378.000000 Penalty: 5453.690918
	Iteration 42Q: 3 clusters Score -7356378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7356381.000000 Penalty: 5453.690918
	Iteration 43Q: 3 clusters Score -7356381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -7356385.500000 Penalty: 5453.690918
	Iteration 44Q: 3 clusters Score -7356386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7356390.000000 Penalty: 5453.690918
	Iteration 45Q: 3 clusters Score -7356390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -7356403.000000 Penalty: 5453.690918
	Iteration 46Q: 3 clusters Score -7356403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -7356407.000000 Penalty: 5453.690918
	Iteration 47Q: 3 clusters Score -7356407 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -7356403.000000 Penalty: 5453.690918
	Iteration 48Q: 3 clusters Score -7356403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7356400.000000 Penalty: 5453.690918
	Iteration 49Q: 3 clusters Score -7356400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7356406.500000 Penalty: 5453.690918
	Iteration 50Q: 3 clusters Score -7356406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7356411.000000 Penalty: 5453.690918
	Iteration 51Q: 3 clusters Score -7356411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -7356409.500000 Penalty: 5453.690918
	Iteration 52Q: 3 clusters Score -7356410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -7356413.500000 Penalty: 5453.690918
	Iteration 53Q: 3 clusters Score -7356414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -7356417.500000 Penalty: 5453.690918
	Iteration 54Q: 3 clusters Score -7356418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -7356416.500000 Penalty: 5453.690918
	Iteration 55Q: 3 clusters Score -7356416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7356416.000000 Penalty: 5453.690918
	Iteration 56Q: 3 clusters Score -7356416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7356413.500000 Penalty: 5453.690918
	Iteration 57Q: 3 clusters Score -7356414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7356413.500000 Penalty: 5453.690918
	Iteration 58F: 3 clusters Score -7356414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 177756 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 19041 members 
Entering Unmasked Estep 
Score: -141842448.000000 Penalty: 100494.453125
Splitting cluster 12 changes total score from -141745680.000000 to -141842448.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (47755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Entering Unmasked Estep 
Score: -5923884.500000 Penalty: 2671.912109
	Iteration 0F: 2 clusters Score -5923884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -5891863.500000 Penalty: 5343.824219
	Iteration 0F: 3 clusters Score -5891864 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5904102.500000 Penalty: 5343.824219
	Iteration 1F: 3 clusters Score -5904102 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5904772.500000 Penalty: 5343.824219
	Iteration 2Q: 3 clusters Score -5904772 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5905611.000000 Penalty: 5343.824219
	Iteration 3Q: 3 clusters Score -5905611 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5906788.500000 Penalty: 5343.824219
	Iteration 4Q: 3 clusters Score -5906788 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5908386.000000 Penalty: 5343.824219
	Iteration 5F: 3 clusters Score -5908386 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5910185.000000 Penalty: 5343.824219
	Iteration 6F: 3 clusters Score -5910185 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5911919.000000 Penalty: 5343.824219
	Iteration 7F: 3 clusters Score -5911919 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5913471.500000 Penalty: 5343.824219
	Iteration 8F: 3 clusters Score -5913472 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -5914606.500000 Penalty: 5343.824219
	Iteration 9Q: 3 clusters Score -5914606 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -5915470.500000 Penalty: 5343.824219
	Iteration 10Q: 3 clusters Score -5915470 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -5916147.000000 Penalty: 5343.824219
	Iteration 11Q: 3 clusters Score -5916147 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5916820.000000 Penalty: 5343.824219
	Iteration 12Q: 3 clusters Score -5916820 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5917393.500000 Penalty: 5343.824219
	Iteration 13Q: 3 clusters Score -5917394 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5918028.500000 Penalty: 5343.824219
	Iteration 14Q: 3 clusters Score -5918028 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5918654.000000 Penalty: 5343.824219
	Iteration 15Q: 3 clusters Score -5918654 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5919313.500000 Penalty: 5343.824219
	Iteration 16Q: 3 clusters Score -5919314 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5919882.500000 Penalty: 5343.824219
	Iteration 17Q: 3 clusters Score -5919882 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5920415.500000 Penalty: 5343.824219
	Iteration 18Q: 3 clusters Score -5920416 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5920885.500000 Penalty: 5343.824219
	Iteration 19Q: 3 clusters Score -5920886 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5921269.500000 Penalty: 5343.824219
	Iteration 20F: 3 clusters Score -5921270 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5921629.000000 Penalty: 5343.824219
	Iteration 21Q: 3 clusters Score -5921629 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5921949.500000 Penalty: 5343.824219
	Iteration 22Q: 3 clusters Score -5921950 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -5922270.000000 Penalty: 5343.824219
	Iteration 23Q: 3 clusters Score -5922270 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5922553.000000 Penalty: 5343.824219
	Iteration 24Q: 3 clusters Score -5922553 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5922805.000000 Penalty: 5343.824219
	Iteration 25Q: 3 clusters Score -5922805 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5922976.000000 Penalty: 5343.824219
	Iteration 26Q: 3 clusters Score -5922976 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5923084.500000 Penalty: 5343.824219
	Iteration 27Q: 3 clusters Score -5923084 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -5923164.000000 Penalty: 5343.824219
	Iteration 28Q: 3 clusters Score -5923164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5923234.000000 Penalty: 5343.824219
	Iteration 29Q: 3 clusters Score -5923234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5923257.000000 Penalty: 5343.824219
	Iteration 30Q: 3 clusters Score -5923257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5923294.000000 Penalty: 5343.824219
	Iteration 31Q: 3 clusters Score -5923294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5923329.500000 Penalty: 5343.824219
	Iteration 32Q: 3 clusters Score -5923330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5923340.000000 Penalty: 5343.824219
	Iteration 33Q: 3 clusters Score -5923340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5923346.500000 Penalty: 5343.824219
	Iteration 34Q: 3 clusters Score -5923346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5923359.000000 Penalty: 5343.824219
	Iteration 35Q: 3 clusters Score -5923359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5923367.500000 Penalty: 5343.824219
	Iteration 36Q: 3 clusters Score -5923368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -5923378.500000 Penalty: 5343.824219
	Iteration 37Q: 3 clusters Score -5923378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5923393.000000 Penalty: 5343.824219
	Iteration 38Q: 3 clusters Score -5923393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5923394.000000 Penalty: 5343.824219
	Iteration 39Q: 3 clusters Score -5923394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5923395.000000 Penalty: 5343.824219
	Iteration 40F: 3 clusters Score -5923395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5923386.500000 Penalty: 5343.824219
	Iteration 41Q: 3 clusters Score -5923386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5923386.000000 Penalty: 5343.824219
	Iteration 42Q: 3 clusters Score -5923386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5923395.000000 Penalty: 5343.824219
	Iteration 43Q: 3 clusters Score -5923395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5923399.500000 Penalty: 5343.824219
	Iteration 44Q: 3 clusters Score -5923400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5923415.000000 Penalty: 5343.824219
	Iteration 45Q: 3 clusters Score -5923415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5923410.500000 Penalty: 5343.824219
	Iteration 46Q: 3 clusters Score -5923410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5923415.000000 Penalty: 5343.824219
	Iteration 47Q: 3 clusters Score -5923415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5923420.500000 Penalty: 5343.824219
	Iteration 48Q: 3 clusters Score -5923420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -5923418.000000 Penalty: 5343.824219
	Iteration 49Q: 3 clusters Score -5923418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5923404.000000 Penalty: 5343.824219
	Iteration 50Q: 3 clusters Score -5923404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5923407.500000 Penalty: 5343.824219
	Iteration 51Q: 3 clusters Score -5923408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -5923411.000000 Penalty: 5343.824219
	Iteration 52Q: 3 clusters Score -5923411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5923412.000000 Penalty: 5343.824219
	Iteration 53Q: 3 clusters Score -5923412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -5923413.000000 Penalty: 5343.824219
	Iteration 54Q: 3 clusters Score -5923413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5923418.000000 Penalty: 5343.824219
	Iteration 55Q: 3 clusters Score -5923418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5923418.500000 Penalty: 5343.824219
	Iteration 56Q: 3 clusters Score -5923418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5923418.500000 Penalty: 5343.824219
	Iteration 57F: 3 clusters Score -5923418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -1020518.875000 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -1020519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1013920.500000 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -1013920 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1015777.937500 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -1015778 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1016054.312500 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -1016054 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1016249.437500 Penalty: 4478.353516
	Iteration 3Q: 3 clusters Score -1016249 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1016399.937500 Penalty: 4478.353516
	Iteration 4Q: 3 clusters Score -1016400 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1016557.625000 Penalty: 4478.353516
	Iteration 5Q: 3 clusters Score -1016558 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1016744.187500 Penalty: 4478.353516
	Iteration 6Q: 3 clusters Score -1016744 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1016947.500000 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -1016948 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1017148.187500 Penalty: 4478.353516
	Iteration 8Q: 3 clusters Score -1017148 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1017366.562500 Penalty: 4478.353516
	Iteration 9Q: 3 clusters Score -1017367 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1017571.750000 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -1017572 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1017768.437500 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -1017768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1017909.250000 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -1017909 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1018060.812500 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -1018061 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1018220.062500 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -1018220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1018368.812500 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -1018369 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1018553.625000 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -1018554 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1018782.562500 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -1018783 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1018998.000000 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -1018998 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1019217.687500 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -1019218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1019386.750000 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -1019387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1019489.250000 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -1019489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1019549.437500 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -1019549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1019575.375000 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -1019575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1019589.375000 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -1019589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1019597.250000 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -1019597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1019602.875000 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -1019603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1019605.250000 Penalty: 4478.353516
	Iteration 27Q: 3 clusters Score -1019605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1019604.562500 Penalty: 4478.353516
	Iteration 28Q: 3 clusters Score -1019605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1019605.187500 Penalty: 4478.353516
	Iteration 29Q: 3 clusters Score -1019605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1019607.187500 Penalty: 4478.353516
	Iteration 30Q: 3 clusters Score -1019607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1019606.812500 Penalty: 4478.353516
	Iteration 31Q: 3 clusters Score -1019607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1019608.000000 Penalty: 4478.353516
	Iteration 32Q: 3 clusters Score -1019608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1019608.312500 Penalty: 4478.353516
	Iteration 33Q: 3 clusters Score -1019608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1019608.312500 Penalty: 4478.353516
	Iteration 34F: 3 clusters Score -1019608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Entering Unmasked Estep 
Score: -3128245.000000 Penalty: 2514.627441
	Iteration 0F: 2 clusters Score -3128245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3110814.250000 Penalty: 5029.254883
	Iteration 0F: 3 clusters Score -3110814 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3117177.500000 Penalty: 5029.254883
	Iteration 1F: 3 clusters Score -3117178 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3117677.500000 Penalty: 5029.254883
	Iteration 2F: 3 clusters Score -3117678 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3118167.250000 Penalty: 5029.254883
	Iteration 3Q: 3 clusters Score -3118167 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3118734.000000 Penalty: 5029.254883
	Iteration 4Q: 3 clusters Score -3118734 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3119435.000000 Penalty: 5029.254883
	Iteration 5F: 3 clusters Score -3119435 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3120232.250000 Penalty: 5029.254883
	Iteration 6F: 3 clusters Score -3120232 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3121145.750000 Penalty: 5029.254883
	Iteration 7F: 3 clusters Score -3121146 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3122017.750000 Penalty: 5029.254883
	Iteration 8F: 3 clusters Score -3122018 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3122906.750000 Penalty: 5029.254883
	Iteration 9Q: 3 clusters Score -3122907 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3123748.250000 Penalty: 5029.254883
	Iteration 10Q: 3 clusters Score -3123748 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3124492.250000 Penalty: 5029.254883
	Iteration 11Q: 3 clusters Score -3124492 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3124994.000000 Penalty: 5029.254883
	Iteration 12Q: 3 clusters Score -3124994 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3125355.750000 Penalty: 5029.254883
	Iteration 13Q: 3 clusters Score -3125356 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3125589.000000 Penalty: 5029.254883
	Iteration 14Q: 3 clusters Score -3125589 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3125762.250000 Penalty: 5029.254883
	Iteration 15Q: 3 clusters Score -3125762 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3125908.250000 Penalty: 5029.254883
	Iteration 16Q: 3 clusters Score -3125908 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3126066.000000 Penalty: 5029.254883
	Iteration 17Q: 3 clusters Score -3126066 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3126262.500000 Penalty: 5029.254883
	Iteration 18Q: 3 clusters Score -3126262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3126477.750000 Penalty: 5029.254883
	Iteration 19Q: 3 clusters Score -3126478 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3126685.250000 Penalty: 5029.254883
	Iteration 20F: 3 clusters Score -3126685 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3126832.750000 Penalty: 5029.254883
	Iteration 21Q: 3 clusters Score -3126833 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3126953.000000 Penalty: 5029.254883
	Iteration 22Q: 3 clusters Score -3126953 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3127045.750000 Penalty: 5029.254883
	Iteration 23Q: 3 clusters Score -3127046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3127126.000000 Penalty: 5029.254883
	Iteration 24Q: 3 clusters Score -3127126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3127206.750000 Penalty: 5029.254883
	Iteration 25Q: 3 clusters Score -3127207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3127255.250000 Penalty: 5029.254883
	Iteration 26Q: 3 clusters Score -3127255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3127306.750000 Penalty: 5029.254883
	Iteration 27Q: 3 clusters Score -3127307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3127358.500000 Penalty: 5029.254883
	Iteration 28Q: 3 clusters Score -3127358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3127377.000000 Penalty: 5029.254883
	Iteration 29Q: 3 clusters Score -3127377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3127403.750000 Penalty: 5029.254883
	Iteration 30Q: 3 clusters Score -3127404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3127418.750000 Penalty: 5029.254883
	Iteration 31Q: 3 clusters Score -3127419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3127420.250000 Penalty: 5029.254883
	Iteration 32Q: 3 clusters Score -3127420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3127425.500000 Penalty: 5029.254883
	Iteration 33Q: 3 clusters Score -3127426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3127435.000000 Penalty: 5029.254883
	Iteration 34Q: 3 clusters Score -3127435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3127437.250000 Penalty: 5029.254883
	Iteration 35Q: 3 clusters Score -3127437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3127441.250000 Penalty: 5029.254883
	Iteration 36Q: 3 clusters Score -3127441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3127441.000000 Penalty: 5029.254883
	Iteration 37Q: 3 clusters Score -3127441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3127442.500000 Penalty: 5029.254883
	Iteration 38Q: 3 clusters Score -3127442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3127450.750000 Penalty: 5029.254883
	Iteration 39Q: 3 clusters Score -3127451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3127451.750000 Penalty: 5029.254883
	Iteration 40F: 3 clusters Score -3127452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3127453.750000 Penalty: 5029.254883
	Iteration 41Q: 3 clusters Score -3127454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3127455.750000 Penalty: 5029.254883
	Iteration 42Q: 3 clusters Score -3127456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3127455.000000 Penalty: 5029.254883
	Iteration 43Q: 3 clusters Score -3127455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3127456.750000 Penalty: 5029.254883
	Iteration 44Q: 3 clusters Score -3127457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3127457.750000 Penalty: 5029.254883
	Iteration 45Q: 3 clusters Score -3127458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3127457.750000 Penalty: 5029.254883
	Iteration 46F: 3 clusters Score -3127458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -749062.875000 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -749062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -743675.875000 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -743675.9 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -745840.750000 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -745840.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -746388.812500 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -746388.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -746801.625000 Penalty: 4369.173828
	Iteration 3F: 3 clusters Score -746801.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -747177.062500 Penalty: 4369.173828
	Iteration 4F: 3 clusters Score -747177.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -747537.000000 Penalty: 4369.173828
	Iteration 5F: 3 clusters Score -747537 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -747857.187500 Penalty: 4369.173828
	Iteration 6Q: 3 clusters Score -747857.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -748142.000000 Penalty: 4369.173828
	Iteration 7Q: 3 clusters Score -748142 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -748359.000000 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -748359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -748477.937500 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -748477.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -748561.312500 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -748561.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -748603.500000 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -748603.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -748625.937500 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -748625.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -748638.000000 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -748638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -748652.312500 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -748652.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -748658.250000 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -748658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -748665.375000 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -748665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -748672.625000 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -748672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -748678.562500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -748678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -748685.125000 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -748685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -748692.125000 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -748692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -748697.187500 Penalty: 4369.173828
	Iteration 21Q: 3 clusters Score -748697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -748704.375000 Penalty: 4369.173828
	Iteration 22Q: 3 clusters Score -748704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -748704.687500 Penalty: 4369.173828
	Iteration 23Q: 3 clusters Score -748704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -748710.812500 Penalty: 4369.173828
	Iteration 24Q: 3 clusters Score -748710.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -748712.937500 Penalty: 4369.173828
	Iteration 25Q: 3 clusters Score -748712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748712.687500 Penalty: 4369.173828
	Iteration 26Q: 3 clusters Score -748712.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -748711.375000 Penalty: 4369.173828
	Iteration 27Q: 3 clusters Score -748711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748713.500000 Penalty: 4369.173828
	Iteration 28Q: 3 clusters Score -748713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -748713.312500 Penalty: 4369.173828
	Iteration 29Q: 3 clusters Score -748713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -748715.625000 Penalty: 4369.173828
	Iteration 30Q: 3 clusters Score -748715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -748716.875000 Penalty: 4369.173828
	Iteration 31Q: 3 clusters Score -748716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -748720.875000 Penalty: 4369.173828
	Iteration 32Q: 3 clusters Score -748720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -748720.312500 Penalty: 4369.173828
	Iteration 33Q: 3 clusters Score -748720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -748720.125000 Penalty: 4369.173828
	Iteration 34Q: 3 clusters Score -748720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -748721.687500 Penalty: 4369.173828
	Iteration 35Q: 3 clusters Score -748721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -748722.625000 Penalty: 4369.173828
	Iteration 36Q: 3 clusters Score -748722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -748722.062500 Penalty: 4369.173828
	Iteration 37Q: 3 clusters Score -748722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -748722.062500 Penalty: 4369.173828
	Iteration 38Q: 3 clusters Score -748722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -748722.187500 Penalty: 4369.173828
	Iteration 39Q: 3 clusters Score -748722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -748721.875000 Penalty: 4369.173828
	Iteration 40F: 3 clusters Score -748721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -748723.625000 Penalty: 4369.173828
	Iteration 41Q: 3 clusters Score -748723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -748725.625000 Penalty: 4369.173828
	Iteration 42Q: 3 clusters Score -748725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -748729.250000 Penalty: 4369.173828
	Iteration 43Q: 3 clusters Score -748729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -748730.125000 Penalty: 4369.173828
	Iteration 44Q: 3 clusters Score -748730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -748732.687500 Penalty: 4369.173828
	Iteration 45Q: 3 clusters Score -748732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -748733.312500 Penalty: 4369.173828
	Iteration 46Q: 3 clusters Score -748733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -748734.125000 Penalty: 4369.173828
	Iteration 47Q: 3 clusters Score -748734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -748737.187500 Penalty: 4369.173828
	Iteration 48Q: 3 clusters Score -748737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -748737.000000 Penalty: 4369.173828
	Iteration 49Q: 3 clusters Score -748737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -748736.937500 Penalty: 4369.173828
	Iteration 50Q: 3 clusters Score -748736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -748736.625000 Penalty: 4369.173828
	Iteration 51Q: 3 clusters Score -748736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -748737.375000 Penalty: 4369.173828
	Iteration 52Q: 3 clusters Score -748737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -748737.375000 Penalty: 4369.173828
	Iteration 53F: 3 clusters Score -748737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (177756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177756 members 
Entering Unmasked Estep 
Score: -22271748.000000 Penalty: 2997.865479
	Iteration 0F: 2 clusters Score -2.227175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -22153212.000000 Penalty: 5995.730957
	Iteration 0F: 3 clusters Score -2.215321e+07 nChanged 85245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -22202010.000000 Penalty: 5995.730957
	Iteration 1F: 3 clusters Score -2.220201e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -22203074.000000 Penalty: 5995.730957
	Iteration 2Q: 3 clusters Score -2.220307e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -22204906.000000 Penalty: 5995.730957
	Iteration 3Q: 3 clusters Score -2.220491e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -22207046.000000 Penalty: 5995.730957
	Iteration 4Q: 3 clusters Score -2.220705e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -22210398.000000 Penalty: 5995.730957
	Iteration 5Q: 3 clusters Score -2.22104e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -22215388.000000 Penalty: 5995.730957
	Iteration 6F: 3 clusters Score -2.221539e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -22222316.000000 Penalty: 5995.730957
	Iteration 7F: 3 clusters Score -2.222232e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -22231496.000000 Penalty: 5995.730957
	Iteration 8F: 3 clusters Score -2.22315e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -22240954.000000 Penalty: 5995.730957
	Iteration 9F: 3 clusters Score -2.224095e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -22248820.000000 Penalty: 5995.730957
	Iteration 10F: 3 clusters Score -2.224882e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -22253352.000000 Penalty: 5995.730957
	Iteration 11Q: 3 clusters Score -2.225335e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -22255878.000000 Penalty: 5995.730957
	Iteration 12Q: 3 clusters Score -2.225588e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -22257638.000000 Penalty: 5995.730957
	Iteration 13Q: 3 clusters Score -2.225764e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -22259206.000000 Penalty: 5995.730957
	Iteration 14Q: 3 clusters Score -2.225921e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -22260486.000000 Penalty: 5995.730957
	Iteration 15Q: 3 clusters Score -2.226049e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -22261900.000000 Penalty: 5995.730957
	Iteration 16Q: 3 clusters Score -2.22619e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -22263494.000000 Penalty: 5995.730957
	Iteration 17Q: 3 clusters Score -2.226349e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -22265916.000000 Penalty: 5995.730957
	Iteration 18Q: 3 clusters Score -2.226592e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -22269474.000000 Penalty: 5995.730957
	Iteration 19Q: 3 clusters Score -2.226947e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -22274014.000000 Penalty: 5995.730957
	Iteration 20F: 3 clusters Score -2.227401e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -22277232.000000 Penalty: 5995.730957
	Iteration 21Q: 3 clusters Score -2.227723e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 115897 members 
Entering Unmasked Estep 
Score: -22278296.000000 Penalty: 5995.730957
	Iteration 22Q: 3 clusters Score -2.22783e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -22278642.000000 Penalty: 5995.730957
	Iteration 23Q: 3 clusters Score -2.227864e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 117981 members 
Entering Unmasked Estep 
Score: -22278958.000000 Penalty: 5995.730957
	Iteration 24Q: 3 clusters Score -2.227896e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -22278924.000000 Penalty: 5995.730957
	Iteration 25Q: 3 clusters Score -2.227892e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -22278916.000000 Penalty: 5995.730957
	Iteration 26Q: 3 clusters Score -2.227892e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -22278926.000000 Penalty: 5995.730957
	Iteration 27Q: 3 clusters Score -2.227893e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -22278940.000000 Penalty: 5995.730957
	Iteration 28Q: 3 clusters Score -2.227894e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -22278964.000000 Penalty: 5995.730957
	Iteration 29Q: 3 clusters Score -2.227896e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -22278968.000000 Penalty: 5995.730957
	Iteration 30Q: 3 clusters Score -2.227897e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -22278966.000000 Penalty: 5995.730957
	Iteration 31Q: 3 clusters Score -2.227897e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 121411 members 
Entering Unmasked Estep 
Score: -22278986.000000 Penalty: 5995.730957
	Iteration 32Q: 3 clusters Score -2.227899e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 121615 members 
Entering Unmasked Estep 
Score: -22278980.000000 Penalty: 5995.730957
	Iteration 33Q: 3 clusters Score -2.227898e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 121797 members 
Entering Unmasked Estep 
Score: -22279028.000000 Penalty: 5995.730957
	Iteration 34Q: 3 clusters Score -2.227903e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -22278988.000000 Penalty: 5995.730957
	Iteration 35Q: 3 clusters Score -2.227899e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -22279024.000000 Penalty: 5995.730957
	Iteration 36Q: 3 clusters Score -2.227902e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -22279036.000000 Penalty: 5995.730957
	Iteration 37Q: 3 clusters Score -2.227904e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 122370 members 
Entering Unmasked Estep 
Score: -22279046.000000 Penalty: 5995.730957
	Iteration 38Q: 3 clusters Score -2.227905e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -22279020.000000 Penalty: 5995.730957
	Iteration 39Q: 3 clusters Score -2.227902e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -22279042.000000 Penalty: 5995.730957
	Iteration 40F: 3 clusters Score -2.227904e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -22279040.000000 Penalty: 5995.730957
	Iteration 41Q: 3 clusters Score -2.227904e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -22279044.000000 Penalty: 5995.730957
	Iteration 42Q: 3 clusters Score -2.227904e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -22279024.000000 Penalty: 5995.730957
	Iteration 43Q: 3 clusters Score -2.227902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -22279018.000000 Penalty: 5995.730957
	Iteration 44Q: 3 clusters Score -2.227902e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 123003 members 
Entering Unmasked Estep 
Score: -22279016.000000 Penalty: 5995.730957
	Iteration 45Q: 3 clusters Score -2.227902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -22278986.000000 Penalty: 5995.730957
	Iteration 46Q: 3 clusters Score -2.227899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 123095 members 
Entering Unmasked Estep 
Score: -22278968.000000 Penalty: 5995.730957
	Iteration 47Q: 3 clusters Score -2.227897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -22278992.000000 Penalty: 5995.730957
	Iteration 48Q: 3 clusters Score -2.227899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -22278976.000000 Penalty: 5995.730957
	Iteration 49Q: 3 clusters Score -2.227898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -22279012.000000 Penalty: 5995.730957
	Iteration 50Q: 3 clusters Score -2.227901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -22279044.000000 Penalty: 5995.730957
	Iteration 51Q: 3 clusters Score -2.227904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -22279024.000000 Penalty: 5995.730957
	Iteration 52Q: 3 clusters Score -2.227902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -22278978.000000 Penalty: 5995.730957
	Iteration 53Q: 3 clusters Score -2.227898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 123312 members 
Entering Unmasked Estep 
Score: -22278998.000000 Penalty: 5995.730957
	Iteration 54Q: 3 clusters Score -2.2279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -22279028.000000 Penalty: 5995.730957
	Iteration 55Q: 3 clusters Score -2.227903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -22279032.000000 Penalty: 5995.730957
	Iteration 56Q: 3 clusters Score -2.227903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 123362 members 
Entering Unmasked Estep 
Score: -22279042.000000 Penalty: 5995.730957
	Iteration 57Q: 3 clusters Score -2.227904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -22279030.000000 Penalty: 5995.730957
	Iteration 58Q: 3 clusters Score -2.227903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -22279034.000000 Penalty: 5995.730957
	Iteration 59Q: 3 clusters Score -2.227903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -22279026.000000 Penalty: 5995.730957
	Iteration 60F: 3 clusters Score -2.227903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -22279018.000000 Penalty: 5995.730957
	Iteration 61Q: 3 clusters Score -2.227902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -22279032.000000 Penalty: 5995.730957
	Iteration 62Q: 3 clusters Score -2.227903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 123441 members 
Entering Unmasked Estep 
Score: -22279042.000000 Penalty: 5995.730957
	Iteration 63Q: 3 clusters Score -2.227904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -22279052.000000 Penalty: 5995.730957
	Iteration 64Q: 3 clusters Score -2.227905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -22279026.000000 Penalty: 5995.730957
	Iteration 65Q: 3 clusters Score -2.227903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
Score: -22279022.000000 Penalty: 5995.730957
	Iteration 66Q: 3 clusters Score -2.227902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -22279050.000000 Penalty: 5995.730957
	Iteration 67Q: 3 clusters Score -2.227905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -22279040.000000 Penalty: 5995.730957
	Iteration 68Q: 3 clusters Score -2.227904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -22279046.000000 Penalty: 5995.730957
	Iteration 69Q: 3 clusters Score -2.227905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -22279040.000000 Penalty: 5995.730957
	Iteration 70Q: 3 clusters Score -2.227904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
Score: -22279050.000000 Penalty: 5995.730957
	Iteration 71Q: 3 clusters Score -2.227905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
Score: -22279050.000000 Penalty: 5995.730957
	Iteration 72Q: 3 clusters Score -2.227905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -22279050.000000 Penalty: 5995.730957
	Iteration 73Q: 3 clusters Score -2.227905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -22279050.000000 Penalty: 5995.730957
	Iteration 74F: 3 clusters Score -2.227905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 7369 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 19041 members 
Mstep: Class 30 contains 123497 members 
Entering Unmasked Estep 
Score: -141848368.000000 Penalty: 103959.773438
Splitting cluster 17 changes total score from -141745680.000000 to -141848368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -844457.500000 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -844457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -838512.125000 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -838512.1 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -840233.062500 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -840233.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -840592.750000 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -840592.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -840888.437500 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -840888.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -841129.500000 Penalty: 4416.898438
	Iteration 4Q: 3 clusters Score -841129.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -841344.312500 Penalty: 4416.898438
	Iteration 5Q: 3 clusters Score -841344.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -841521.937500 Penalty: 4416.898438
	Iteration 6Q: 3 clusters Score -841521.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -841672.437500 Penalty: 4416.898438
	Iteration 7Q: 3 clusters Score -841672.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -841858.500000 Penalty: 4416.898438
	Iteration 8Q: 3 clusters Score -841858.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -842086.250000 Penalty: 4416.898438
	Iteration 9Q: 3 clusters Score -842086.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -842301.500000 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -842301.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -842547.250000 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -842547.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -842734.000000 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -842734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -842877.000000 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -842877 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -843011.687500 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -843011.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -843152.937500 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -843152.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -843323.625000 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -843323.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -843519.750000 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -843519.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -843734.437500 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -843734.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -843971.562500 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -843971.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -844272.250000 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -844272.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -844531.937500 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -844531.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -844692.125000 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -844692.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -844768.625000 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -844768.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -844806.000000 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -844806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -844826.875000 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -844826.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -844846.062500 Penalty: 4416.898438
	Iteration 26Q: 3 clusters Score -844846.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -844865.687500 Penalty: 4416.898438
	Iteration 27Q: 3 clusters Score -844865.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -844874.625000 Penalty: 4416.898438
	Iteration 28Q: 3 clusters Score -844874.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -844883.062500 Penalty: 4416.898438
	Iteration 29Q: 3 clusters Score -844883.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -844890.375000 Penalty: 4416.898438
	Iteration 30Q: 3 clusters Score -844890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -844894.750000 Penalty: 4416.898438
	Iteration 31Q: 3 clusters Score -844894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -844898.312500 Penalty: 4416.898438
	Iteration 32Q: 3 clusters Score -844898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -844901.250000 Penalty: 4416.898438
	Iteration 33Q: 3 clusters Score -844901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -844904.062500 Penalty: 4416.898438
	Iteration 34Q: 3 clusters Score -844904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -844906.625000 Penalty: 4416.898438
	Iteration 35Q: 3 clusters Score -844906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -844906.687500 Penalty: 4416.898438
	Iteration 36Q: 3 clusters Score -844906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -844907.125000 Penalty: 4416.898438
	Iteration 37Q: 3 clusters Score -844907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -844909.437500 Penalty: 4416.898438
	Iteration 38Q: 3 clusters Score -844909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -844909.437500 Penalty: 4416.898438
	Iteration 39F: 3 clusters Score -844909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 205551 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 19041 members 
Mstep: Class 30 contains 123497 members 
Mstep: Class 31 contains 5268 members 
Entering Unmasked Estep 
Score: -141848080.000000 Penalty: 107425.101562
Splitting cluster 19 changes total score from -141745680.000000 to -141848080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (205551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205551 members 
Entering Unmasked Estep 
Score: -25332192.000000 Penalty: 3033.895508
	Iteration 0F: 2 clusters Score -2.533219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 102413 members 
Entering Unmasked Estep 
Score: -25197140.000000 Penalty: 6067.791016
	Iteration 0F: 3 clusters Score -2.519714e+07 nChanged 98892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -25255142.000000 Penalty: 6067.791016
	Iteration 1F: 3 clusters Score -2.525514e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -25257804.000000 Penalty: 6067.791016
	Iteration 2Q: 3 clusters Score -2.52578e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -25263028.000000 Penalty: 6067.791016
	Iteration 3F: 3 clusters Score -2.526303e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -25273210.000000 Penalty: 6067.791016
	Iteration 4F: 3 clusters Score -2.527321e+07 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -25289008.000000 Penalty: 6067.791016
	Iteration 5F: 3 clusters Score -2.528901e+07 nChanged 18259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -25305706.000000 Penalty: 6067.791016
	Iteration 6F: 3 clusters Score -2.530571e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181996 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -25318130.000000 Penalty: 6067.791016
	Iteration 7F: 3 clusters Score -2.531813e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190854 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -25325298.000000 Penalty: 6067.791016
	Iteration 8Q: 3 clusters Score -2.53253e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195957 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -25328984.000000 Penalty: 6067.791016
	Iteration 9Q: 3 clusters Score -2.532898e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198893 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -25330990.000000 Penalty: 6067.791016
	Iteration 10Q: 3 clusters Score -2.533099e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200447 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -25332082.000000 Penalty: 6067.791016
	Iteration 11Q: 3 clusters Score -2.533208e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201296 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -25332762.000000 Penalty: 6067.791016
	Iteration 12Q: 3 clusters Score -2.533276e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201770 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -25333372.000000 Penalty: 6067.791016
	Iteration 13Q: 3 clusters Score -2.533337e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202075 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -25333948.000000 Penalty: 6067.791016
	Iteration 14Q: 3 clusters Score -2.533395e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202231 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -25334332.000000 Penalty: 6067.791016
	Iteration 15Q: 3 clusters Score -2.533433e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202322 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -25334638.000000 Penalty: 6067.791016
	Iteration 16Q: 3 clusters Score -2.533464e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202407 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25334932.000000 Penalty: 6067.791016
	Iteration 17Q: 3 clusters Score -2.533493e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202497 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -25335166.000000 Penalty: 6067.791016
	Iteration 18Q: 3 clusters Score -2.533517e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -25335380.000000 Penalty: 6067.791016
	Iteration 19Q: 3 clusters Score -2.533538e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202657 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -25335654.000000 Penalty: 6067.791016
	Iteration 20F: 3 clusters Score -2.533565e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202715 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -25335904.000000 Penalty: 6067.791016
	Iteration 21Q: 3 clusters Score -2.53359e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -25336200.000000 Penalty: 6067.791016
	Iteration 22Q: 3 clusters Score -2.53362e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202744 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -25336472.000000 Penalty: 6067.791016
	Iteration 23Q: 3 clusters Score -2.533647e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202690 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -25336682.000000 Penalty: 6067.791016
	Iteration 24Q: 3 clusters Score -2.533668e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202582 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -25336736.000000 Penalty: 6067.791016
	Iteration 25Q: 3 clusters Score -2.533674e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202460 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -25336820.000000 Penalty: 6067.791016
	Iteration 26Q: 3 clusters Score -2.533682e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202364 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -25336868.000000 Penalty: 6067.791016
	Iteration 27Q: 3 clusters Score -2.533687e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202310 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -25336870.000000 Penalty: 6067.791016
	Iteration 28Q: 3 clusters Score -2.533687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202266 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -25336870.000000 Penalty: 6067.791016
	Iteration 29Q: 3 clusters Score -2.533687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202247 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -25336878.000000 Penalty: 6067.791016
	Iteration 30Q: 3 clusters Score -2.533688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202235 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -25336864.000000 Penalty: 6067.791016
	Iteration 31Q: 3 clusters Score -2.533686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202228 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25336882.000000 Penalty: 6067.791016
	Iteration 32Q: 3 clusters Score -2.533688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202221 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -25336880.000000 Penalty: 6067.791016
	Iteration 33Q: 3 clusters Score -2.533688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202218 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25336866.000000 Penalty: 6067.791016
	Iteration 34Q: 3 clusters Score -2.533687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202217 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -25336890.000000 Penalty: 6067.791016
	Iteration 35Q: 3 clusters Score -2.533689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202216 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -25336870.000000 Penalty: 6067.791016
	Iteration 36Q: 3 clusters Score -2.533687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202216 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -25336910.000000 Penalty: 6067.791016
	Iteration 37F: 3 clusters Score -2.533691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202160 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -25336948.000000 Penalty: 6067.791016
	Iteration 38Q: 3 clusters Score -2.533695e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -25336946.000000 Penalty: 6067.791016
	Iteration 39Q: 3 clusters Score -2.533695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202016 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -25336962.000000 Penalty: 6067.791016
	Iteration 40F: 3 clusters Score -2.533696e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201930 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -25337044.000000 Penalty: 6067.791016
	Iteration 41Q: 3 clusters Score -2.533704e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201831 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -25337066.000000 Penalty: 6067.791016
	Iteration 42Q: 3 clusters Score -2.533707e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -25337090.000000 Penalty: 6067.791016
	Iteration 43Q: 3 clusters Score -2.533709e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201603 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -25337160.000000 Penalty: 6067.791016
	Iteration 44Q: 3 clusters Score -2.533716e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201457 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -25337284.000000 Penalty: 6067.791016
	Iteration 45Q: 3 clusters Score -2.533728e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201306 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -25337380.000000 Penalty: 6067.791016
	Iteration 46Q: 3 clusters Score -2.533738e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201152 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -25337458.000000 Penalty: 6067.791016
	Iteration 47Q: 3 clusters Score -2.533746e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201003 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -25337524.000000 Penalty: 6067.791016
	Iteration 48Q: 3 clusters Score -2.533752e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200849 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -25337602.000000 Penalty: 6067.791016
	Iteration 49Q: 3 clusters Score -2.53376e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -25337700.000000 Penalty: 6067.791016
	Iteration 50Q: 3 clusters Score -2.53377e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200538 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -25337728.000000 Penalty: 6067.791016
	Iteration 51Q: 3 clusters Score -2.533773e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200426 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -25337754.000000 Penalty: 6067.791016
	Iteration 52Q: 3 clusters Score -2.533775e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200348 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -25337768.000000 Penalty: 6067.791016
	Iteration 53Q: 3 clusters Score -2.533777e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200280 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -25337784.000000 Penalty: 6067.791016
	Iteration 54Q: 3 clusters Score -2.533778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200237 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -25337796.000000 Penalty: 6067.791016
	Iteration 55Q: 3 clusters Score -2.53378e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -25337802.000000 Penalty: 6067.791016
	Iteration 56Q: 3 clusters Score -2.53378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200178 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -25337794.000000 Penalty: 6067.791016
	Iteration 57Q: 3 clusters Score -2.533779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -25337786.000000 Penalty: 6067.791016
	Iteration 58Q: 3 clusters Score -2.533779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -25337780.000000 Penalty: 6067.791016
	Iteration 59Q: 3 clusters Score -2.533778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200140 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -25337928.000000 Penalty: 6067.791016
	Iteration 60F: 3 clusters Score -2.533793e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199994 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -25338100.000000 Penalty: 6067.791016
	Iteration 61Q: 3 clusters Score -2.53381e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199809 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -25338126.000000 Penalty: 6067.791016
	Iteration 62Q: 3 clusters Score -2.533813e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199617 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -25338180.000000 Penalty: 6067.791016
	Iteration 63Q: 3 clusters Score -2.533818e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -25338264.000000 Penalty: 6067.791016
	Iteration 64Q: 3 clusters Score -2.533826e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -25338204.000000 Penalty: 6067.791016
	Iteration 65Q: 3 clusters Score -2.53382e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199107 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -25338272.000000 Penalty: 6067.791016
	Iteration 66Q: 3 clusters Score -2.533827e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -25338344.000000 Penalty: 6067.791016
	Iteration 67Q: 3 clusters Score -2.533834e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198852 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -25338378.000000 Penalty: 6067.791016
	Iteration 68Q: 3 clusters Score -2.533838e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198728 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -25338404.000000 Penalty: 6067.791016
	Iteration 69Q: 3 clusters Score -2.53384e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198652 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -25338474.000000 Penalty: 6067.791016
	Iteration 70Q: 3 clusters Score -2.533847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198583 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -25338466.000000 Penalty: 6067.791016
	Iteration 71Q: 3 clusters Score -2.533847e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198514 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -25338480.000000 Penalty: 6067.791016
	Iteration 72Q: 3 clusters Score -2.533848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198447 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -25338484.000000 Penalty: 6067.791016
	Iteration 73Q: 3 clusters Score -2.533848e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198394 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -25338498.000000 Penalty: 6067.791016
	Iteration 74Q: 3 clusters Score -2.53385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198361 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -25338506.000000 Penalty: 6067.791016
	Iteration 75Q: 3 clusters Score -2.533851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198330 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6067.791016
	Iteration 76Q: 3 clusters Score -2.533851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -25338498.000000 Penalty: 6067.791016
	Iteration 77Q: 3 clusters Score -2.53385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198287 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -25338492.000000 Penalty: 6067.791016
	Iteration 78Q: 3 clusters Score -2.533849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198267 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -25338482.000000 Penalty: 6067.791016
	Iteration 79Q: 3 clusters Score -2.533848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -25338510.000000 Penalty: 6067.791016
	Iteration 80F: 3 clusters Score -2.533851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198209 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -25338524.000000 Penalty: 6067.791016
	Iteration 81Q: 3 clusters Score -2.533852e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -25338488.000000 Penalty: 6067.791016
	Iteration 82Q: 3 clusters Score -2.533849e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198162 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -25338500.000000 Penalty: 6067.791016
	Iteration 83Q: 3 clusters Score -2.53385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -25338502.000000 Penalty: 6067.791016
	Iteration 84Q: 3 clusters Score -2.53385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198113 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -25338500.000000 Penalty: 6067.791016
	Iteration 85Q: 3 clusters Score -2.53385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198092 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -25338496.000000 Penalty: 6067.791016
	Iteration 86Q: 3 clusters Score -2.53385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198073 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -25338502.000000 Penalty: 6067.791016
	Iteration 87Q: 3 clusters Score -2.53385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198055 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -25338488.000000 Penalty: 6067.791016
	Iteration 88Q: 3 clusters Score -2.533849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198043 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -25338490.000000 Penalty: 6067.791016
	Iteration 89Q: 3 clusters Score -2.533849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198034 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -25338500.000000 Penalty: 6067.791016
	Iteration 90Q: 3 clusters Score -2.53385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198022 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -25338484.000000 Penalty: 6067.791016
	Iteration 91Q: 3 clusters Score -2.533848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198016 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -25338496.000000 Penalty: 6067.791016
	Iteration 92Q: 3 clusters Score -2.53385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198012 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -25338490.000000 Penalty: 6067.791016
	Iteration 93Q: 3 clusters Score -2.533849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198011 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -25338494.000000 Penalty: 6067.791016
	Iteration 94Q: 3 clusters Score -2.533849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198007 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -25338488.000000 Penalty: 6067.791016
	Iteration 95Q: 3 clusters Score -2.533849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198004 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -25338476.000000 Penalty: 6067.791016
	Iteration 96Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198003 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -25338480.000000 Penalty: 6067.791016
	Iteration 97Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198002 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6067.791016
	Iteration 98Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198001 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -25338488.000000 Penalty: 6067.791016
	Iteration 99Q: 3 clusters Score -2.533849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197998 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -25338492.000000 Penalty: 6067.791016
	Iteration 100F: 3 clusters Score -2.533849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197997 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -25338488.000000 Penalty: 6067.791016
	Iteration 101Q: 3 clusters Score -2.533849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197996 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6067.791016
	Iteration 102Q: 3 clusters Score -2.533848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197994 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -25338476.000000 Penalty: 6067.791016
	Iteration 103Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197993 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -25338486.000000 Penalty: 6067.791016
	Iteration 104Q: 3 clusters Score -2.533849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197992 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6067.791016
	Iteration 105Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197991 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -25338482.000000 Penalty: 6067.791016
	Iteration 106Q: 3 clusters Score -2.533848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197990 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6067.791016
	Iteration 107Q: 3 clusters Score -2.533848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197990 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6067.791016
	Iteration 108F: 3 clusters Score -2.533848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 197990 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 68563 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 19041 members 
Mstep: Class 30 contains 123497 members 
Mstep: Class 31 contains 5268 members 
Mstep: Class 32 contains 7561 members 
Entering Unmasked Estep 
Score: -141854112.000000 Penalty: 110890.429688
Splitting cluster 20 changes total score from -141745680.000000 to -141854112.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (68563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Entering Unmasked Estep 
Score: -8402375.000000 Penalty: 2761.606201
	Iteration 0F: 2 clusters Score -8402375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -8356097.000000 Penalty: 5523.212402
	Iteration 0F: 3 clusters Score -8356097 nChanged 32124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -8374637.000000 Penalty: 5523.212402
	Iteration 1F: 3 clusters Score -8374637 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -8375602.500000 Penalty: 5523.212402
	Iteration 2Q: 3 clusters Score -8375602 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -8376814.000000 Penalty: 5523.212402
	Iteration 3Q: 3 clusters Score -8376814 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -8378732.500000 Penalty: 5523.212402
	Iteration 4Q: 3 clusters Score -8378732 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -8381579.500000 Penalty: 5523.212402
	Iteration 5F: 3 clusters Score -8381580 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -8385197.000000 Penalty: 5523.212402
	Iteration 6F: 3 clusters Score -8385197 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8388378.000000 Penalty: 5523.212402
	Iteration 7F: 3 clusters Score -8388378 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8391236.000000 Penalty: 5523.212402
	Iteration 8F: 3 clusters Score -8391236 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -8393641.000000 Penalty: 5523.212402
	Iteration 9F: 3 clusters Score -8393641 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -8395667.000000 Penalty: 5523.212402
	Iteration 10F: 3 clusters Score -8395667 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -8397303.000000 Penalty: 5523.212402
	Iteration 11Q: 3 clusters Score -8397303 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -8398822.000000 Penalty: 5523.212402
	Iteration 12Q: 3 clusters Score -8398822 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -8400297.000000 Penalty: 5523.212402
	Iteration 13Q: 3 clusters Score -8400297 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8401812.000000 Penalty: 5523.212402
	Iteration 14Q: 3 clusters Score -8401812 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -8403486.000000 Penalty: 5523.212402
	Iteration 15Q: 3 clusters Score -8403486 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8404964.000000 Penalty: 5523.212402
	Iteration 16Q: 3 clusters Score -8404964 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8405871.000000 Penalty: 5523.212402
	Iteration 17Q: 3 clusters Score -8405871 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -8406380.000000 Penalty: 5523.212402
	Iteration 18Q: 3 clusters Score -8406380 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8406666.000000 Penalty: 5523.212402
	Iteration 19Q: 3 clusters Score -8406666 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8406801.000000 Penalty: 5523.212402
	Iteration 20F: 3 clusters Score -8406801 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -8406856.000000 Penalty: 5523.212402
	Iteration 21Q: 3 clusters Score -8406856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -8406901.000000 Penalty: 5523.212402
	Iteration 22Q: 3 clusters Score -8406901 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8406959.000000 Penalty: 5523.212402
	Iteration 23Q: 3 clusters Score -8406959 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -8406967.000000 Penalty: 5523.212402
	Iteration 24Q: 3 clusters Score -8406967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -8406968.000000 Penalty: 5523.212402
	Iteration 25Q: 3 clusters Score -8406968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8406984.000000 Penalty: 5523.212402
	Iteration 26Q: 3 clusters Score -8406984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8406997.000000 Penalty: 5523.212402
	Iteration 27Q: 3 clusters Score -8406997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -8407012.000000 Penalty: 5523.212402
	Iteration 28Q: 3 clusters Score -8407012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8407013.000000 Penalty: 5523.212402
	Iteration 29Q: 3 clusters Score -8407013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8407038.000000 Penalty: 5523.212402
	Iteration 30Q: 3 clusters Score -8407038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8407033.000000 Penalty: 5523.212402
	Iteration 31Q: 3 clusters Score -8407033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8407026.000000 Penalty: 5523.212402
	Iteration 32Q: 3 clusters Score -8407026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8407027.000000 Penalty: 5523.212402
	Iteration 33Q: 3 clusters Score -8407027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8407024.000000 Penalty: 5523.212402
	Iteration 34Q: 3 clusters Score -8407024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8407027.000000 Penalty: 5523.212402
	Iteration 35Q: 3 clusters Score -8407027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8407027.000000 Penalty: 5523.212402
	Iteration 36Q: 3 clusters Score -8407027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -8407018.000000 Penalty: 5523.212402
	Iteration 37Q: 3 clusters Score -8407018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8407027.000000 Penalty: 5523.212402
	Iteration 38Q: 3 clusters Score -8407027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8407025.000000 Penalty: 5523.212402
	Iteration 39Q: 3 clusters Score -8407025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8407025.000000 Penalty: 5523.212402
	Iteration 40F: 3 clusters Score -8407025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 197990 members 
Mstep: Class 21 contains 362827 members 
Mstep: Class 22 contains 64110 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 7061 members 
Mstep: Class 29 contains 19041 members 
Mstep: Class 30 contains 123497 members 
Mstep: Class 31 contains 5268 members 
Mstep: Class 32 contains 7561 members 
Mstep: Class 33 contains 4453 members 
Entering Unmasked Estep 
Score: -141858608.000000 Penalty: 114355.757812
Splitting cluster 22 changes total score from -141745680.000000 to -141858608.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 40555 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 54259 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 197990 members 
Mstep: Class 22 contains 64110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141881776.000000 Penalty: 114355.757812
Iteration 39Q: 34 clusters Score -1.418818e+08 nChanged 41540
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 13706 members 
Mstep: Class 5 contains 52706 members 
Mstep: Class 6 contains 33752 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 15095 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 39561 members 
Mstep: Class 13 contains 47791 members 
Mstep: Class 14 contains 8215 members 
Mstep: Class 15 contains 25580 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 57484 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 197883 members 
Mstep: Class 21 contains 361610 members 
Mstep: Class 22 contains 65784 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 15643 members 
Mstep: Class 26 contains 11584 members 
Mstep: Class 27 contains 8286 members 
Mstep: Class 28 contains 7034 members 
Mstep: Class 29 contains 19289 members 
Mstep: Class 30 contains 118217 members 
Mstep: Class 31 contains 5043 members 
Mstep: Class 32 contains 7754 members 
Mstep: Class 33 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909104.000000 Penalty: 114355.757812
Iteration 40F: 34 clusters Score -1.419091e+08 nChanged 27327
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 51757 members 
Mstep: Class 6 contains 33762 members 
Mstep: Class 7 contains 2413 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 14924 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 38436 members 
Mstep: Class 13 contains 47339 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 17 contains 58164 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 195450 members 
Mstep: Class 21 contains 365037 members 
Mstep: Class 22 contains 66082 members 
Mstep: Class 23 contains 9006 members 
Mstep: Class 24 contains 1844 members 
Mstep: Class 25 contains 16377 members 
Mstep: Class 26 contains 11711 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 20219 members 
Mstep: Class 30 contains 115691 members 
Mstep: Class 31 contains 5211 members 
Mstep: Class 32 contains 7970 members 
Mstep: Class 33 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141926720.000000 Penalty: 114355.757812
Iteration 41Q: 34 clusters Score -1.419267e+08 nChanged 17019
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 51121 members 
Mstep: Class 6 contains 34008 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 14827 members 
Mstep: Class 10 contains 12172 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 37576 members 
Mstep: Class 13 contains 46978 members 
Mstep: Class 14 contains 7968 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 58727 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 193659 members 
Mstep: Class 21 contains 367447 members 
Mstep: Class 22 contains 66385 members 
Mstep: Class 23 contains 9591 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 16739 members 
Mstep: Class 26 contains 11794 members 
Mstep: Class 27 contains 8135 members 
Mstep: Class 28 contains 7187 members 
Mstep: Class 29 contains 21175 members 
Mstep: Class 30 contains 113325 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 8197 members 
Mstep: Class 33 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141929312.000000 Penalty: 114355.757812
Iteration 42Q: 34 clusters Score -1.419293e+08 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 14617 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 14760 members 
Mstep: Class 10 contains 11938 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 36903 members 
Mstep: Class 13 contains 46667 members 
Mstep: Class 14 contains 7897 members 
Mstep: Class 15 contains 25760 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 59100 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 192172 members 
Mstep: Class 21 contains 369360 members 
Mstep: Class 22 contains 66636 members 
Mstep: Class 23 contains 10088 members 
Mstep: Class 24 contains 1913 members 
Mstep: Class 25 contains 16942 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 7203 members 
Mstep: Class 29 contains 22030 members 
Mstep: Class 30 contains 111270 members 
Mstep: Class 31 contains 5529 members 
Mstep: Class 32 contains 8385 members 
Mstep: Class 33 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141930656.000000 Penalty: 114355.757812
Iteration 43Q: 34 clusters Score -1.419307e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 50192 members 
Mstep: Class 6 contains 34571 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 14731 members 
Mstep: Class 10 contains 11737 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 36325 members 
Mstep: Class 13 contains 46426 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 25840 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 17 contains 59432 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 190944 members 
Mstep: Class 21 contains 371064 members 
Mstep: Class 22 contains 66786 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 1931 members 
Mstep: Class 25 contains 17061 members 
Mstep: Class 26 contains 11890 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 7213 members 
Mstep: Class 29 contains 22832 members 
Mstep: Class 30 contains 109401 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 8558 members 
Mstep: Class 33 contains 4800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931504.000000 Penalty: 114355.757812
Iteration 44Q: 34 clusters Score -1.419315e+08 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 49800 members 
Mstep: Class 6 contains 34764 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 11599 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 35879 members 
Mstep: Class 13 contains 46209 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 25941 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 59653 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 189941 members 
Mstep: Class 21 contains 372605 members 
Mstep: Class 22 contains 66904 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 17121 members 
Mstep: Class 26 contains 11915 members 
Mstep: Class 27 contains 7951 members 
Mstep: Class 28 contains 7221 members 
Mstep: Class 29 contains 23594 members 
Mstep: Class 30 contains 107659 members 
Mstep: Class 31 contains 5768 members 
Mstep: Class 32 contains 8731 members 
Mstep: Class 33 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931408.000000 Penalty: 114355.757812
Iteration 45Q: 34 clusters Score -1.419314e+08 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 15330 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 9 contains 14690 members 
Mstep: Class 10 contains 11481 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 35595 members 
Mstep: Class 13 contains 46048 members 
Mstep: Class 14 contains 7804 members 
Mstep: Class 15 contains 26028 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 59777 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 189066 members 
Mstep: Class 21 contains 374042 members 
Mstep: Class 22 contains 67012 members 
Mstep: Class 23 contains 10961 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 17135 members 
Mstep: Class 26 contains 11933 members 
Mstep: Class 27 contains 7930 members 
Mstep: Class 28 contains 7229 members 
Mstep: Class 29 contains 24307 members 
Mstep: Class 30 contains 105977 members 
Mstep: Class 31 contains 5870 members 
Mstep: Class 32 contains 8888 members 
Mstep: Class 33 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931344.000000 Penalty: 114355.757812
Iteration 46Q: 34 clusters Score -1.419313e+08 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 15523 members 
Mstep: Class 5 contains 49025 members 
Mstep: Class 6 contains 35133 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 14676 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 11162 members 
Mstep: Class 12 contains 35362 members 
Mstep: Class 13 contains 45924 members 
Mstep: Class 14 contains 7789 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 59841 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 188308 members 
Mstep: Class 21 contains 375323 members 
Mstep: Class 22 contains 67130 members 
Mstep: Class 23 contains 11133 members 
Mstep: Class 24 contains 1959 members 
Mstep: Class 25 contains 17148 members 
Mstep: Class 26 contains 11950 members 
Mstep: Class 27 contains 7913 members 
Mstep: Class 28 contains 7237 members 
Mstep: Class 29 contains 25009 members 
Mstep: Class 30 contains 104362 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 9035 members 
Mstep: Class 33 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931616.000000 Penalty: 114355.757812
Iteration 47Q: 34 clusters Score -1.419316e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 15692 members 
Mstep: Class 5 contains 48657 members 
Mstep: Class 6 contains 35254 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 11158 members 
Mstep: Class 12 contains 35157 members 
Mstep: Class 13 contains 45781 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 26183 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 59864 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 187638 members 
Mstep: Class 21 contains 376549 members 
Mstep: Class 22 contains 67243 members 
Mstep: Class 23 contains 11289 members 
Mstep: Class 24 contains 1964 members 
Mstep: Class 25 contains 17162 members 
Mstep: Class 26 contains 11975 members 
Mstep: Class 27 contains 7928 members 
Mstep: Class 28 contains 7239 members 
Mstep: Class 29 contains 25676 members 
Mstep: Class 30 contains 102833 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 9173 members 
Mstep: Class 33 contains 5164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931360.000000 Penalty: 114355.757812
Iteration 48Q: 34 clusters Score -1.419314e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 15856 members 
Mstep: Class 5 contains 48348 members 
Mstep: Class 6 contains 35351 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1964 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 11154 members 
Mstep: Class 12 contains 35025 members 
Mstep: Class 13 contains 45697 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 26246 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 59839 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 187039 members 
Mstep: Class 21 contains 377705 members 
Mstep: Class 22 contains 67354 members 
Mstep: Class 23 contains 11413 members 
Mstep: Class 24 contains 1964 members 
Mstep: Class 25 contains 17171 members 
Mstep: Class 26 contains 11984 members 
Mstep: Class 27 contains 7933 members 
Mstep: Class 28 contains 7240 members 
Mstep: Class 29 contains 26310 members 
Mstep: Class 30 contains 101337 members 
Mstep: Class 31 contains 6140 members 
Mstep: Class 32 contains 9295 members 
Mstep: Class 33 contains 5257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931152.000000 Penalty: 114355.757812
Iteration 49Q: 34 clusters Score -1.419312e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 15999 members 
Mstep: Class 5 contains 48116 members 
Mstep: Class 6 contains 35449 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 11221 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 34948 members 
Mstep: Class 13 contains 45642 members 
Mstep: Class 14 contains 7754 members 
Mstep: Class 15 contains 26325 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 59770 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 186473 members 
Mstep: Class 21 contains 378752 members 
Mstep: Class 22 contains 67488 members 
Mstep: Class 23 contains 11522 members 
Mstep: Class 24 contains 1965 members 
Mstep: Class 25 contains 17157 members 
Mstep: Class 26 contains 11988 members 
Mstep: Class 27 contains 7936 members 
Mstep: Class 28 contains 7242 members 
Mstep: Class 29 contains 26903 members 
Mstep: Class 30 contains 99896 members 
Mstep: Class 31 contains 6202 members 
Mstep: Class 32 contains 9426 members 
Mstep: Class 33 contains 5316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931136.000000 Penalty: 114355.757812
Iteration 50Q: 34 clusters Score -1.419311e+08 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 47860 members 
Mstep: Class 6 contains 35513 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 34858 members 
Mstep: Class 13 contains 45578 members 
Mstep: Class 14 contains 7757 members 
Mstep: Class 15 contains 26385 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 59743 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 185895 members 
Mstep: Class 21 contains 379788 members 
Mstep: Class 22 contains 67635 members 
Mstep: Class 23 contains 11611 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 17172 members 
Mstep: Class 26 contains 11993 members 
Mstep: Class 27 contains 7950 members 
Mstep: Class 28 contains 7246 members 
Mstep: Class 29 contains 27448 members 
Mstep: Class 30 contains 98533 members 
Mstep: Class 31 contains 6252 members 
Mstep: Class 32 contains 9575 members 
Mstep: Class 33 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931120.000000 Penalty: 114355.757812
Iteration 51Q: 34 clusters Score -1.419311e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 47681 members 
Mstep: Class 6 contains 35580 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34787 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 15 contains 26450 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 59735 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 185353 members 
Mstep: Class 21 contains 380766 members 
Mstep: Class 22 contains 67806 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 1970 members 
Mstep: Class 25 contains 17179 members 
Mstep: Class 26 contains 11997 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 7251 members 
Mstep: Class 29 contains 27920 members 
Mstep: Class 30 contains 97161 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 9687 members 
Mstep: Class 33 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931296.000000 Penalty: 114355.757812
Iteration 52Q: 34 clusters Score -1.419313e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 47493 members 
Mstep: Class 6 contains 35621 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 14649 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 34722 members 
Mstep: Class 13 contains 45492 members 
Mstep: Class 14 contains 7750 members 
Mstep: Class 15 contains 26508 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 59719 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 184833 members 
Mstep: Class 21 contains 381768 members 
Mstep: Class 22 contains 67975 members 
Mstep: Class 23 contains 11743 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 17191 members 
Mstep: Class 26 contains 12000 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 7254 members 
Mstep: Class 29 contains 28352 members 
Mstep: Class 30 contains 95845 members 
Mstep: Class 31 contains 6301 members 
Mstep: Class 32 contains 9819 members 
Mstep: Class 33 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931616.000000 Penalty: 114355.757812
Iteration 53Q: 34 clusters Score -1.419316e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 16533 members 
Mstep: Class 5 contains 47352 members 
Mstep: Class 6 contains 35662 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 11116 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 34685 members 
Mstep: Class 13 contains 45445 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 26555 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 59668 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 184331 members 
Mstep: Class 21 contains 382747 members 
Mstep: Class 22 contains 68171 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 12004 members 
Mstep: Class 27 contains 8002 members 
Mstep: Class 28 contains 7257 members 
Mstep: Class 29 contains 28698 members 
Mstep: Class 30 contains 94595 members 
Mstep: Class 31 contains 6319 members 
Mstep: Class 32 contains 9928 members 
Mstep: Class 33 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931504.000000 Penalty: 114355.757812
Iteration 54Q: 34 clusters Score -1.419315e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 16637 members 
Mstep: Class 5 contains 47199 members 
Mstep: Class 6 contains 35680 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 11148 members 
Mstep: Class 12 contains 34644 members 
Mstep: Class 13 contains 45380 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 26637 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 59699 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2599 members 
Mstep: Class 20 contains 183875 members 
Mstep: Class 21 contains 383523 members 
Mstep: Class 22 contains 68431 members 
Mstep: Class 23 contains 11837 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 12008 members 
Mstep: Class 27 contains 8009 members 
Mstep: Class 28 contains 7257 members 
Mstep: Class 29 contains 29014 members 
Mstep: Class 30 contains 93465 members 
Mstep: Class 31 contains 6332 members 
Mstep: Class 32 contains 10050 members 
Mstep: Class 33 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141931056.000000 Penalty: 114355.757812
Iteration 55Q: 34 clusters Score -1.419311e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 16734 members 
Mstep: Class 5 contains 47064 members 
Mstep: Class 6 contains 35700 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 34633 members 
Mstep: Class 13 contains 45301 members 
Mstep: Class 14 contains 7727 members 
Mstep: Class 15 contains 26696 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 59743 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 183425 members 
Mstep: Class 21 contains 384215 members 
Mstep: Class 22 contains 68648 members 
Mstep: Class 23 contains 11871 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 17206 members 
Mstep: Class 26 contains 12016 members 
Mstep: Class 27 contains 8029 members 
Mstep: Class 28 contains 7260 members 
Mstep: Class 29 contains 29309 members 
Mstep: Class 30 contains 92449 members 
Mstep: Class 31 contains 6342 members 
Mstep: Class 32 contains 10165 members 
Mstep: Class 33 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141930752.000000 Penalty: 114355.757812
Iteration 56Q: 34 clusters Score -1.419308e+08 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 16814 members 
Mstep: Class 5 contains 46946 members 
Mstep: Class 6 contains 35724 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 14643 members 
Mstep: Class 10 contains 11081 members 
Mstep: Class 11 contains 11145 members 
Mstep: Class 12 contains 34630 members 
Mstep: Class 13 contains 45215 members 
Mstep: Class 14 contains 7724 members 
Mstep: Class 15 contains 26751 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 59809 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 183027 members 
Mstep: Class 21 contains 384833 members 
Mstep: Class 22 contains 68841 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 1977 members 
Mstep: Class 25 contains 17194 members 
Mstep: Class 26 contains 12027 members 
Mstep: Class 27 contains 8041 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 29598 members 
Mstep: Class 30 contains 91498 members 
Mstep: Class 31 contains 6345 members 
Mstep: Class 32 contains 10260 members 
Mstep: Class 33 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141930704.000000 Penalty: 114355.757812
Iteration 57Q: 34 clusters Score -1.419307e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 16894 members 
Mstep: Class 5 contains 46874 members 
Mstep: Class 6 contains 35734 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 11146 members 
Mstep: Class 12 contains 34627 members 
Mstep: Class 13 contains 45126 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 26799 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 59854 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 182688 members 
Mstep: Class 21 contains 385361 members 
Mstep: Class 22 contains 69005 members 
Mstep: Class 23 contains 11952 members 
Mstep: Class 24 contains 1979 members 
Mstep: Class 25 contains 17182 members 
Mstep: Class 26 contains 12045 members 
Mstep: Class 27 contains 8045 members 
Mstep: Class 28 contains 7266 members 
Mstep: Class 29 contains 29875 members 
Mstep: Class 30 contains 90623 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 10340 members 
Mstep: Class 33 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141930768.000000 Penalty: 114355.757812
Iteration 58Q: 34 clusters Score -1.419308e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 16972 members 
Mstep: Class 5 contains 46819 members 
Mstep: Class 6 contains 35740 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 14639 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 11143 members 
Mstep: Class 12 contains 34627 members 
Mstep: Class 13 contains 45047 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 59866 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 182329 members 
Mstep: Class 21 contains 385950 members 
Mstep: Class 22 contains 69174 members 
Mstep: Class 23 contains 11978 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 17178 members 
Mstep: Class 26 contains 12060 members 
Mstep: Class 27 contains 8051 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 30123 members 
Mstep: Class 30 contains 89744 members 
Mstep: Class 31 contains 6353 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141930576.000000 Penalty: 114355.757812
Iteration 59Q: 34 clusters Score -1.419306e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 17033 members 
Mstep: Class 5 contains 46742 members 
Mstep: Class 6 contains 35748 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 34626 members 
Mstep: Class 13 contains 44939 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 26890 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 59909 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 182044 members 
Mstep: Class 21 contains 386468 members 
Mstep: Class 22 contains 69334 members 
Mstep: Class 23 contains 11998 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 12081 members 
Mstep: Class 27 contains 8051 members 
Mstep: Class 28 contains 7271 members 
Mstep: Class 29 contains 30339 members 
Mstep: Class 30 contains 88951 members 
Mstep: Class 31 contains 6361 members 
Mstep: Class 32 contains 10474 members 
Mstep: Class 33 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141936944.000000 Penalty: 114355.757812
Iteration 60F: 34 clusters Score -1.419369e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 17084 members 
Mstep: Class 5 contains 46691 members 
Mstep: Class 6 contains 35769 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 14636 members 
Mstep: Class 10 contains 11071 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34630 members 
Mstep: Class 13 contains 44828 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 26929 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 59986 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 181763 members 
Mstep: Class 21 contains 386895 members 
Mstep: Class 22 contains 69503 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 1982 members 
Mstep: Class 25 contains 17210 members 
Mstep: Class 26 contains 12102 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 7273 members 
Mstep: Class 29 contains 30536 members 
Mstep: Class 30 contains 88221 members 
Mstep: Class 31 contains 6364 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141937840.000000 Penalty: 114355.757812
Iteration 61Q: 34 clusters Score -1.419378e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 46661 members 
Mstep: Class 6 contains 35780 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 34622 members 
Mstep: Class 13 contains 44711 members 
Mstep: Class 14 contains 7720 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 60092 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 181514 members 
Mstep: Class 21 contains 387139 members 
Mstep: Class 22 contains 69671 members 
Mstep: Class 23 contains 12019 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 17214 members 
Mstep: Class 26 contains 12115 members 
Mstep: Class 27 contains 8060 members 
Mstep: Class 28 contains 7275 members 
Mstep: Class 29 contains 30746 members 
Mstep: Class 30 contains 87620 members 
Mstep: Class 31 contains 6369 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141937872.000000 Penalty: 114355.757812
Iteration 62Q: 34 clusters Score -1.419379e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 17187 members 
Mstep: Class 5 contains 46595 members 
Mstep: Class 6 contains 35793 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 14632 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 11135 members 
Mstep: Class 12 contains 34622 members 
Mstep: Class 13 contains 44584 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 60191 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 181257 members 
Mstep: Class 21 contains 387394 members 
Mstep: Class 22 contains 69832 members 
Mstep: Class 23 contains 12010 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 17206 members 
Mstep: Class 26 contains 12136 members 
Mstep: Class 27 contains 8073 members 
Mstep: Class 28 contains 7279 members 
Mstep: Class 29 contains 30934 members 
Mstep: Class 30 contains 87095 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938080.000000 Penalty: 114355.757812
Iteration 63Q: 34 clusters Score -1.419381e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 17238 members 
Mstep: Class 5 contains 46549 members 
Mstep: Class 6 contains 35802 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 14633 members 
Mstep: Class 10 contains 11080 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 34622 members 
Mstep: Class 13 contains 44459 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 27073 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 60261 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 181016 members 
Mstep: Class 21 contains 387607 members 
Mstep: Class 22 contains 69990 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 17216 members 
Mstep: Class 26 contains 12154 members 
Mstep: Class 27 contains 8083 members 
Mstep: Class 28 contains 7282 members 
Mstep: Class 29 contains 31130 members 
Mstep: Class 30 contains 86592 members 
Mstep: Class 31 contains 6386 members 
Mstep: Class 32 contains 10676 members 
Mstep: Class 33 contains 6037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938224.000000 Penalty: 114355.757812
Iteration 64Q: 34 clusters Score -1.419382e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 17287 members 
Mstep: Class 5 contains 46486 members 
Mstep: Class 6 contains 35809 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 14633 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34632 members 
Mstep: Class 13 contains 44341 members 
Mstep: Class 14 contains 7712 members 
Mstep: Class 15 contains 27123 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 60326 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 180797 members 
Mstep: Class 21 contains 387760 members 
Mstep: Class 22 contains 70119 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 17225 members 
Mstep: Class 26 contains 12167 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 31305 members 
Mstep: Class 30 contains 86189 members 
Mstep: Class 31 contains 6395 members 
Mstep: Class 32 contains 10729 members 
Mstep: Class 33 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938544.000000 Penalty: 114355.757812
Iteration 65Q: 34 clusters Score -1.419385e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 17334 members 
Mstep: Class 5 contains 46453 members 
Mstep: Class 6 contains 35818 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 14633 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34644 members 
Mstep: Class 13 contains 44231 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 27173 members 
Mstep: Class 16 contains 6644 members 
Mstep: Class 17 contains 60372 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 180581 members 
Mstep: Class 21 contains 387908 members 
Mstep: Class 22 contains 70235 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 17222 members 
Mstep: Class 26 contains 12184 members 
Mstep: Class 27 contains 8105 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 31443 members 
Mstep: Class 30 contains 85820 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 10785 members 
Mstep: Class 33 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938272.000000 Penalty: 114355.757812
Iteration 66Q: 34 clusters Score -1.419383e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17372 members 
Mstep: Class 5 contains 46391 members 
Mstep: Class 6 contains 35818 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 14632 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 34644 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 27242 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 60418 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 180366 members 
Mstep: Class 21 contains 388090 members 
Mstep: Class 22 contains 70334 members 
Mstep: Class 23 contains 12019 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 17242 members 
Mstep: Class 26 contains 12192 members 
Mstep: Class 27 contains 8114 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 31573 members 
Mstep: Class 30 contains 85485 members 
Mstep: Class 31 contains 6398 members 
Mstep: Class 32 contains 10835 members 
Mstep: Class 33 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938272.000000 Penalty: 114355.757812
Iteration 67Q: 34 clusters Score -1.419383e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17385 members 
Mstep: Class 5 contains 46356 members 
Mstep: Class 6 contains 35828 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34653 members 
Mstep: Class 13 contains 43988 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 27296 members 
Mstep: Class 16 contains 6618 members 
Mstep: Class 17 contains 60463 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 180163 members 
Mstep: Class 21 contains 388253 members 
Mstep: Class 22 contains 70446 members 
Mstep: Class 23 contains 12021 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 17248 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 8115 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 31689 members 
Mstep: Class 30 contains 85183 members 
Mstep: Class 31 contains 6403 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938032.000000 Penalty: 114355.757812
Iteration 68Q: 34 clusters Score -1.41938e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17406 members 
Mstep: Class 5 contains 46339 members 
Mstep: Class 6 contains 35826 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 14633 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 43890 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 27353 members 
Mstep: Class 16 contains 6609 members 
Mstep: Class 17 contains 60506 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 179938 members 
Mstep: Class 21 contains 388395 members 
Mstep: Class 22 contains 70545 members 
Mstep: Class 23 contains 12028 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 17273 members 
Mstep: Class 26 contains 12217 members 
Mstep: Class 27 contains 8119 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 31772 members 
Mstep: Class 30 contains 84921 members 
Mstep: Class 31 contains 6413 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938288.000000 Penalty: 114355.757812
Iteration 69Q: 34 clusters Score -1.419383e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17426 members 
Mstep: Class 5 contains 46321 members 
Mstep: Class 6 contains 35829 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 14635 members 
Mstep: Class 10 contains 11073 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34672 members 
Mstep: Class 13 contains 43795 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 27397 members 
Mstep: Class 16 contains 6604 members 
Mstep: Class 17 contains 60569 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 179740 members 
Mstep: Class 21 contains 388481 members 
Mstep: Class 22 contains 70670 members 
Mstep: Class 23 contains 12029 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17274 members 
Mstep: Class 26 contains 12224 members 
Mstep: Class 27 contains 8124 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 31840 members 
Mstep: Class 30 contains 84682 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938304.000000 Penalty: 114355.757812
Iteration 70Q: 34 clusters Score -1.419383e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17454 members 
Mstep: Class 5 contains 46318 members 
Mstep: Class 6 contains 35832 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 14632 members 
Mstep: Class 10 contains 11079 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34680 members 
Mstep: Class 13 contains 43722 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 27438 members 
Mstep: Class 16 contains 6596 members 
Mstep: Class 17 contains 60615 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 179514 members 
Mstep: Class 21 contains 388584 members 
Mstep: Class 22 contains 70803 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17274 members 
Mstep: Class 26 contains 12229 members 
Mstep: Class 27 contains 8133 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 31881 members 
Mstep: Class 30 contains 84440 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938464.000000 Penalty: 114355.757812
Iteration 71Q: 34 clusters Score -1.419385e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17470 members 
Mstep: Class 5 contains 46285 members 
Mstep: Class 6 contains 35828 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 11086 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34691 members 
Mstep: Class 13 contains 43654 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 60666 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 179312 members 
Mstep: Class 21 contains 388674 members 
Mstep: Class 22 contains 70928 members 
Mstep: Class 23 contains 12035 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17275 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 8142 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 31925 members 
Mstep: Class 30 contains 84247 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 11065 members 
Mstep: Class 33 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938432.000000 Penalty: 114355.757812
Iteration 72Q: 34 clusters Score -1.419384e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17485 members 
Mstep: Class 5 contains 46260 members 
Mstep: Class 6 contains 35826 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 14637 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 34691 members 
Mstep: Class 13 contains 43581 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 27524 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 60690 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 179115 members 
Mstep: Class 21 contains 388750 members 
Mstep: Class 22 contains 71044 members 
Mstep: Class 23 contains 12041 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17260 members 
Mstep: Class 26 contains 12245 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 31964 members 
Mstep: Class 30 contains 84087 members 
Mstep: Class 31 contains 6457 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938368.000000 Penalty: 114355.757812
Iteration 73Q: 34 clusters Score -1.419384e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17502 members 
Mstep: Class 5 contains 46215 members 
Mstep: Class 6 contains 35817 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 34707 members 
Mstep: Class 13 contains 43503 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 27569 members 
Mstep: Class 16 contains 6581 members 
Mstep: Class 17 contains 60714 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 178902 members 
Mstep: Class 21 contains 388878 members 
Mstep: Class 22 contains 71156 members 
Mstep: Class 23 contains 12040 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17255 members 
Mstep: Class 26 contains 12248 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 7292 members 
Mstep: Class 29 contains 31989 members 
Mstep: Class 30 contains 83918 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 11158 members 
Mstep: Class 33 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938304.000000 Penalty: 114355.757812
Iteration 74Q: 34 clusters Score -1.419383e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17510 members 
Mstep: Class 5 contains 46171 members 
Mstep: Class 6 contains 35814 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 11135 members 
Mstep: Class 12 contains 34718 members 
Mstep: Class 13 contains 43439 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 27619 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 60717 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 178693 members 
Mstep: Class 21 contains 388991 members 
Mstep: Class 22 contains 71262 members 
Mstep: Class 23 contains 12040 members 
Mstep: Class 24 contains 1996 members 
Mstep: Class 25 contains 17250 members 
Mstep: Class 26 contains 12258 members 
Mstep: Class 27 contains 8185 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32019 members 
Mstep: Class 30 contains 83762 members 
Mstep: Class 31 contains 6475 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938320.000000 Penalty: 114355.757812
Iteration 75Q: 34 clusters Score -1.419383e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17517 members 
Mstep: Class 5 contains 46139 members 
Mstep: Class 6 contains 35816 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 11107 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 34730 members 
Mstep: Class 13 contains 43382 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 27665 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 60736 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 178491 members 
Mstep: Class 21 contains 389070 members 
Mstep: Class 22 contains 71369 members 
Mstep: Class 23 contains 12037 members 
Mstep: Class 24 contains 1996 members 
Mstep: Class 25 contains 17231 members 
Mstep: Class 26 contains 12257 members 
Mstep: Class 27 contains 8193 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32033 members 
Mstep: Class 30 contains 83626 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 11259 members 
Mstep: Class 33 contains 6390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938256.000000 Penalty: 114355.757812
Iteration 76Q: 34 clusters Score -1.419383e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 46092 members 
Mstep: Class 6 contains 35828 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 14647 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 12 contains 34726 members 
Mstep: Class 13 contains 43342 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 27728 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 60757 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 178244 members 
Mstep: Class 21 contains 389156 members 
Mstep: Class 22 contains 71454 members 
Mstep: Class 23 contains 12031 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17227 members 
Mstep: Class 26 contains 12266 members 
Mstep: Class 27 contains 8203 members 
Mstep: Class 28 contains 7289 members 
Mstep: Class 29 contains 32050 members 
Mstep: Class 30 contains 83506 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 6411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938320.000000 Penalty: 114355.757812
Iteration 77Q: 34 clusters Score -1.419383e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 46047 members 
Mstep: Class 6 contains 35843 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 11140 members 
Mstep: Class 12 contains 34730 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 27789 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 60794 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 177965 members 
Mstep: Class 21 contains 389201 members 
Mstep: Class 22 contains 71552 members 
Mstep: Class 23 contains 12028 members 
Mstep: Class 24 contains 1996 members 
Mstep: Class 25 contains 17228 members 
Mstep: Class 26 contains 12277 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32085 members 
Mstep: Class 30 contains 83402 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 6424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141938096.000000 Penalty: 114355.757812
Iteration 78Q: 34 clusters Score -1.419381e+08 nChanged 1117
Entering ConstructFrom: 
Score: -141938096.000000 Penalty: 114355.757812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -147494.703125 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -147494.7 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 773 members 
Entering Unmasked Estep 
Score: -145616.609375 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -145616.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148380.828125 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -148380.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -150269.656250 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -150269.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -150615.953125 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -150616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150735.156250 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -150735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150741.406250 Penalty: 3630.652832
	Iteration 5Q: 3 clusters Score -150741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150743.000000 Penalty: 3630.652832
	Iteration 6F: 3 clusters Score -150743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -150762.812500 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -150762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -150814.843750 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -150814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -150910.875000 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -150910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -150978.156250 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -150978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -151053.953125 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -151054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -151104.359375 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -151104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -151110.546875 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -151110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -151121.421875 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -151121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -151123.593750 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -151123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151127.875000 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -151127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151136.953125 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -151137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -151146.890625 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -151146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151152.968750 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -151153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151164.187500 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -151164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -151182.406250 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -151182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151202.062500 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -151202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -151222.125000 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -151222.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -151270.265625 Penalty: 3630.652832
	Iteration 24Q: 3 clusters Score -151270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -151375.703125 Penalty: 3630.652832
	Iteration 25Q: 3 clusters Score -151375.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -151801.265625 Penalty: 3630.652832
	Iteration 26Q: 3 clusters Score -151801.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -151934.625000 Penalty: 3630.652832
	Iteration 27Q: 3 clusters Score -151934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -151956.984375 Penalty: 3630.652832
	Iteration 28Q: 3 clusters Score -151957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -151974.812500 Penalty: 3630.652832
	Iteration 29F: 3 clusters Score -151974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152026.437500 Penalty: 3630.652832
	Iteration 30Q: 3 clusters Score -152026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152064.406250 Penalty: 3630.652832
	Iteration 31Q: 3 clusters Score -152064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152075.828125 Penalty: 3630.652832
	Iteration 32Q: 3 clusters Score -152075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152081.140625 Penalty: 3630.652832
	Iteration 33Q: 3 clusters Score -152081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152087.812500 Penalty: 3630.652832
	Iteration 34Q: 3 clusters Score -152087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -152127.375000 Penalty: 3630.652832
	Iteration 35Q: 3 clusters Score -152127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152175.984375 Penalty: 3630.652832
	Iteration 36Q: 3 clusters Score -152176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152206.562500 Penalty: 3630.652832
	Iteration 37Q: 3 clusters Score -152206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152265.375000 Penalty: 3630.652832
	Iteration 38Q: 3 clusters Score -152265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152271.046875 Penalty: 3630.652832
	Iteration 39Q: 3 clusters Score -152271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152272.109375 Penalty: 3630.652832
	Iteration 40F: 3 clusters Score -152272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152272.640625 Penalty: 3630.652832
	Iteration 41Q: 3 clusters Score -152272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152272.640625 Penalty: 3630.652832
	Iteration 42F: 3 clusters Score -152272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 389208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Entering Unmasked Estep 
Score: -141941664.000000 Penalty: 117821.078125
Splitting cluster 1 changes total score from -141938096.000000 to -141941664.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -102897.726562 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -102897.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100984.132812 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -100984.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101462.750000 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -101462.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101767.679688 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -101767.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102096.937500 Penalty: 3442.350342
	Iteration 3F: 3 clusters Score -102096.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102627.148438 Penalty: 3442.350342
	Iteration 4F: 3 clusters Score -102627.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103389.164062 Penalty: 3442.350342
	Iteration 5F: 3 clusters Score -103389.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103793.953125 Penalty: 3442.350342
	Iteration 6F: 3 clusters Score -103794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103921.382812 Penalty: 3442.350342
	Iteration 7Q: 3 clusters Score -103921.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -104001.984375 Penalty: 3442.350342
	Iteration 8Q: 3 clusters Score -104002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104068.953125 Penalty: 3442.350342
	Iteration 9Q: 3 clusters Score -104069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104148.382812 Penalty: 3442.350342
	Iteration 10Q: 3 clusters Score -104148.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -104206.242188 Penalty: 3442.350342
	Iteration 11Q: 3 clusters Score -104206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104265.203125 Penalty: 3442.350342
	Iteration 12Q: 3 clusters Score -104265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104307.484375 Penalty: 3442.350342
	Iteration 13Q: 3 clusters Score -104307.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -104331.218750 Penalty: 3442.350342
	Iteration 14Q: 3 clusters Score -104331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104356.656250 Penalty: 3442.350342
	Iteration 15Q: 3 clusters Score -104356.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104408.921875 Penalty: 3442.350342
	Iteration 16Q: 3 clusters Score -104408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104504.031250 Penalty: 3442.350342
	Iteration 17Q: 3 clusters Score -104504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104674.398438 Penalty: 3442.350342
	Iteration 18Q: 3 clusters Score -104674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -104718.507812 Penalty: 3442.350342
	Iteration 19Q: 3 clusters Score -104718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -104723.710938 Penalty: 3442.350342
	Iteration 20F: 3 clusters Score -104723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 389208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Entering Unmasked Estep 
Score: -141941888.000000 Penalty: 121286.406250
Splitting cluster 2 changes total score from -141938096.000000 to -141941888.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -556437.750000 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -556437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -552203.562500 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -552203.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -553323.875000 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -553323.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -553648.062500 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -553648.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -553924.937500 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -553924.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -554242.437500 Penalty: 4170.280762
	Iteration 4F: 3 clusters Score -554242.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -554653.375000 Penalty: 4170.280762
	Iteration 5F: 3 clusters Score -554653.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -555175.000000 Penalty: 4170.280762
	Iteration 6F: 3 clusters Score -555175 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -555919.000000 Penalty: 4170.280762
	Iteration 7F: 3 clusters Score -555919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -556585.062500 Penalty: 4170.280762
	Iteration 8F: 3 clusters Score -556585.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -556878.000000 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -556878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -556964.375000 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -556964.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -556991.687500 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -556991.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -557009.750000 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -557009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -557019.812500 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -557019.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -557034.250000 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -557034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -557044.375000 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -557044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -557054.500000 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -557054.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -557059.687500 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -557059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -557062.125000 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -557062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -557064.750000 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -557064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -557069.562500 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -557069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -557073.812500 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -557073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -557079.125000 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -557079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -557080.562500 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -557080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -557081.125000 Penalty: 4170.280762
	Iteration 24Q: 3 clusters Score -557081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -557081.062500 Penalty: 4170.280762
	Iteration 25Q: 3 clusters Score -557081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -557081.062500 Penalty: 4170.280762
	Iteration 26F: 3 clusters Score -557081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 389208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2190 members 
Entering Unmasked Estep 
Score: -141941200.000000 Penalty: 124751.734375
Splitting cluster 3 changes total score from -141938096.000000 to -141941200.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2236894.000000 Penalty: 2424.150635
	Iteration 0F: 2 clusters Score -2236894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2224482.000000 Penalty: 4848.301270
	Iteration 0F: 3 clusters Score -2224482 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2228445.500000 Penalty: 4848.301270
	Iteration 1F: 3 clusters Score -2228446 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2228753.500000 Penalty: 4848.301270
	Iteration 2F: 3 clusters Score -2228754 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2228980.000000 Penalty: 4848.301270
	Iteration 3Q: 3 clusters Score -2228980 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2229157.750000 Penalty: 4848.301270
	Iteration 4Q: 3 clusters Score -2229158 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2229282.500000 Penalty: 4848.301270
	Iteration 5Q: 3 clusters Score -2229282 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2229416.000000 Penalty: 4848.301270
	Iteration 6Q: 3 clusters Score -2229416 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2229538.000000 Penalty: 4848.301270
	Iteration 7Q: 3 clusters Score -2229538 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2229695.500000 Penalty: 4848.301270
	Iteration 8Q: 3 clusters Score -2229696 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2229898.000000 Penalty: 4848.301270
	Iteration 9Q: 3 clusters Score -2229898 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2230205.750000 Penalty: 4848.301270
	Iteration 10Q: 3 clusters Score -2230206 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2230675.750000 Penalty: 4848.301270
	Iteration 11Q: 3 clusters Score -2230676 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2231259.750000 Penalty: 4848.301270
	Iteration 12F: 3 clusters Score -2231260 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2232070.500000 Penalty: 4848.301270
	Iteration 13F: 3 clusters Score -2232070 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2232974.500000 Penalty: 4848.301270
	Iteration 14F: 3 clusters Score -2232974 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2233775.000000 Penalty: 4848.301270
	Iteration 15Q: 3 clusters Score -2233775 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2234314.250000 Penalty: 4848.301270
	Iteration 16Q: 3 clusters Score -2234314 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2234676.000000 Penalty: 4848.301270
	Iteration 17Q: 3 clusters Score -2234676 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2234867.750000 Penalty: 4848.301270
	Iteration 18Q: 3 clusters Score -2234868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2234961.250000 Penalty: 4848.301270
	Iteration 19Q: 3 clusters Score -2234961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2235021.750000 Penalty: 4848.301270
	Iteration 20F: 3 clusters Score -2235022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2235060.500000 Penalty: 4848.301270
	Iteration 21Q: 3 clusters Score -2235060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2235084.500000 Penalty: 4848.301270
	Iteration 22Q: 3 clusters Score -2235084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2235105.000000 Penalty: 4848.301270
	Iteration 23Q: 3 clusters Score -2235105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2235119.250000 Penalty: 4848.301270
	Iteration 24Q: 3 clusters Score -2235119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2235130.500000 Penalty: 4848.301270
	Iteration 25Q: 3 clusters Score -2235130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2235135.750000 Penalty: 4848.301270
	Iteration 26Q: 3 clusters Score -2235136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2235139.500000 Penalty: 4848.301270
	Iteration 27Q: 3 clusters Score -2235140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2235145.500000 Penalty: 4848.301270
	Iteration 28Q: 3 clusters Score -2235146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2235150.000000 Penalty: 4848.301270
	Iteration 29Q: 3 clusters Score -2235150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2235158.250000 Penalty: 4848.301270
	Iteration 30Q: 3 clusters Score -2235158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2235162.750000 Penalty: 4848.301270
	Iteration 31Q: 3 clusters Score -2235163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2235160.750000 Penalty: 4848.301270
	Iteration 32Q: 3 clusters Score -2235161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2235164.250000 Penalty: 4848.301270
	Iteration 33Q: 3 clusters Score -2235164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2235168.250000 Penalty: 4848.301270
	Iteration 34Q: 3 clusters Score -2235168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2235175.250000 Penalty: 4848.301270
	Iteration 35Q: 3 clusters Score -2235175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2235174.500000 Penalty: 4848.301270
	Iteration 36Q: 3 clusters Score -2235174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2235175.500000 Penalty: 4848.301270
	Iteration 37Q: 3 clusters Score -2235176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2235177.250000 Penalty: 4848.301270
	Iteration 38Q: 3 clusters Score -2235177 nChanged 7
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: -2235181.750000 Penalty: 4848.301270
	Iteration 39Q: 3 clusters Score -2235182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2235186.500000 Penalty: 4848.301270
	Iteration 40F: 3 clusters Score -2235186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2235191.000000 Penalty: 4848.301270
	Iteration 41Q: 3 clusters Score -2235191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2235190.250000 Penalty: 4848.301270
	Iteration 42Q: 3 clusters Score -2235190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2235191.750000 Penalty: 4848.301270
	Iteration 43Q: 3 clusters Score -2235192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2235190.750000 Penalty: 4848.301270
	Iteration 44Q: 3 clusters Score -2235191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2235193.000000 Penalty: 4848.301270
	Iteration 45Q: 3 clusters Score -2235193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2235194.250000 Penalty: 4848.301270
	Iteration 46Q: 3 clusters Score -2235194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2235194.250000 Penalty: 4848.301270
	Iteration 47F: 3 clusters Score -2235194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Entering Unmasked Estep 
Score: -5418254.000000 Penalty: 2662.572510
	Iteration 0F: 2 clusters Score -5418254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5387335.000000 Penalty: 5325.145020
	Iteration 0F: 3 clusters Score -5387335 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5399668.500000 Penalty: 5325.145020
	Iteration 1F: 3 clusters Score -5399668 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5400864.000000 Penalty: 5325.145020
	Iteration 2F: 3 clusters Score -5400864 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5402379.500000 Penalty: 5325.145020
	Iteration 3F: 3 clusters Score -5402380 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5404233.000000 Penalty: 5325.145020
	Iteration 4F: 3 clusters Score -5404233 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5406213.500000 Penalty: 5325.145020
	Iteration 5F: 3 clusters Score -5406214 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5408092.000000 Penalty: 5325.145020
	Iteration 6F: 3 clusters Score -5408092 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5409795.000000 Penalty: 5325.145020
	Iteration 7F: 3 clusters Score -5409795 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -5411361.500000 Penalty: 5325.145020
	Iteration 8Q: 3 clusters Score -5411362 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5412574.000000 Penalty: 5325.145020
	Iteration 9Q: 3 clusters Score -5412574 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -5413633.500000 Penalty: 5325.145020
	Iteration 10Q: 3 clusters Score -5413634 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5414413.500000 Penalty: 5325.145020
	Iteration 11Q: 3 clusters Score -5414414 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5414999.500000 Penalty: 5325.145020
	Iteration 12Q: 3 clusters Score -5415000 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -5415349.500000 Penalty: 5325.145020
	Iteration 13Q: 3 clusters Score -5415350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5415517.500000 Penalty: 5325.145020
	Iteration 14Q: 3 clusters Score -5415518 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -5415668.500000 Penalty: 5325.145020
	Iteration 15Q: 3 clusters Score -5415668 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5415777.500000 Penalty: 5325.145020
	Iteration 16Q: 3 clusters Score -5415778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5415862.500000 Penalty: 5325.145020
	Iteration 17Q: 3 clusters Score -5415862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5415904.500000 Penalty: 5325.145020
	Iteration 18Q: 3 clusters Score -5415904 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5415994.500000 Penalty: 5325.145020
	Iteration 19Q: 3 clusters Score -5415994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5416037.000000 Penalty: 5325.145020
	Iteration 20F: 3 clusters Score -5416037 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5416081.000000 Penalty: 5325.145020
	Iteration 21Q: 3 clusters Score -5416081 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5416142.000000 Penalty: 5325.145020
	Iteration 22Q: 3 clusters Score -5416142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5416199.500000 Penalty: 5325.145020
	Iteration 23Q: 3 clusters Score -5416200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5416273.500000 Penalty: 5325.145020
	Iteration 24Q: 3 clusters Score -5416274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5416358.000000 Penalty: 5325.145020
	Iteration 25Q: 3 clusters Score -5416358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5416445.500000 Penalty: 5325.145020
	Iteration 26Q: 3 clusters Score -5416446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5416486.000000 Penalty: 5325.145020
	Iteration 27Q: 3 clusters Score -5416486 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5416535.000000 Penalty: 5325.145020
	Iteration 28Q: 3 clusters Score -5416535 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -5416591.500000 Penalty: 5325.145020
	Iteration 29Q: 3 clusters Score -5416592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5416641.500000 Penalty: 5325.145020
	Iteration 30Q: 3 clusters Score -5416642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5416702.000000 Penalty: 5325.145020
	Iteration 31Q: 3 clusters Score -5416702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5416742.000000 Penalty: 5325.145020
	Iteration 32Q: 3 clusters Score -5416742 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5416782.000000 Penalty: 5325.145020
	Iteration 33Q: 3 clusters Score -5416782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5416801.500000 Penalty: 5325.145020
	Iteration 34Q: 3 clusters Score -5416802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -5416850.500000 Penalty: 5325.145020
	Iteration 35Q: 3 clusters Score -5416850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5416879.500000 Penalty: 5325.145020
	Iteration 36Q: 3 clusters Score -5416880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5416918.000000 Penalty: 5325.145020
	Iteration 37Q: 3 clusters Score -5416918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5416969.000000 Penalty: 5325.145020
	Iteration 38Q: 3 clusters Score -5416969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5416998.000000 Penalty: 5325.145020
	Iteration 39Q: 3 clusters Score -5416998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5417050.000000 Penalty: 5325.145020
	Iteration 40F: 3 clusters Score -5417050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5417104.500000 Penalty: 5325.145020
	Iteration 41Q: 3 clusters Score -5417104 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5417178.500000 Penalty: 5325.145020
	Iteration 42Q: 3 clusters Score -5417178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5417308.000000 Penalty: 5325.145020
	Iteration 43Q: 3 clusters Score -5417308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5417412.500000 Penalty: 5325.145020
	Iteration 44Q: 3 clusters Score -5417412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5417487.500000 Penalty: 5325.145020
	Iteration 45Q: 3 clusters Score -5417488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5417524.500000 Penalty: 5325.145020
	Iteration 46Q: 3 clusters Score -5417524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5417536.500000 Penalty: 5325.145020
	Iteration 47Q: 3 clusters Score -5417536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5417544.000000 Penalty: 5325.145020
	Iteration 48Q: 3 clusters Score -5417544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5417535.500000 Penalty: 5325.145020
	Iteration 49Q: 3 clusters Score -5417536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5417542.500000 Penalty: 5325.145020
	Iteration 50Q: 3 clusters Score -5417542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5417541.000000 Penalty: 5325.145020
	Iteration 51Q: 3 clusters Score -5417541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5417543.500000 Penalty: 5325.145020
	Iteration 52Q: 3 clusters Score -5417544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5417545.500000 Penalty: 5325.145020
	Iteration 53Q: 3 clusters Score -5417546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5417548.000000 Penalty: 5325.145020
	Iteration 54Q: 3 clusters Score -5417548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5417550.000000 Penalty: 5325.145020
	Iteration 55Q: 3 clusters Score -5417550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5417554.000000 Penalty: 5325.145020
	Iteration 56Q: 3 clusters Score -5417554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5417552.000000 Penalty: 5325.145020
	Iteration 57Q: 3 clusters Score -5417552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5417549.000000 Penalty: 5325.145020
	Iteration 58Q: 3 clusters Score -5417549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5417556.500000 Penalty: 5325.145020
	Iteration 59Q: 3 clusters Score -5417556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5417556.500000 Penalty: 5325.145020
	Iteration 60F: 3 clusters Score -5417556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Entering Unmasked Estep 
Score: -4429058.000000 Penalty: 2600.793701
	Iteration 0F: 2 clusters Score -4429058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4404518.500000 Penalty: 5201.587402
	Iteration 0F: 3 clusters Score -4404518 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4413681.500000 Penalty: 5201.587402
	Iteration 1F: 3 clusters Score -4413682 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4414460.000000 Penalty: 5201.587402
	Iteration 2F: 3 clusters Score -4414460 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4415253.000000 Penalty: 5201.587402
	Iteration 3Q: 3 clusters Score -4415253 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4416062.000000 Penalty: 5201.587402
	Iteration 4Q: 3 clusters Score -4416062 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4416895.000000 Penalty: 5201.587402
	Iteration 5Q: 3 clusters Score -4416895 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4417863.000000 Penalty: 5201.587402
	Iteration 6Q: 3 clusters Score -4417863 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4418921.500000 Penalty: 5201.587402
	Iteration 7F: 3 clusters Score -4418922 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4420253.000000 Penalty: 5201.587402
	Iteration 8F: 3 clusters Score -4420253 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4421771.500000 Penalty: 5201.587402
	Iteration 9F: 3 clusters Score -4421772 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4423321.000000 Penalty: 5201.587402
	Iteration 10F: 3 clusters Score -4423321 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4424602.500000 Penalty: 5201.587402
	Iteration 11Q: 3 clusters Score -4424602 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4425533.000000 Penalty: 5201.587402
	Iteration 12Q: 3 clusters Score -4425533 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4426071.500000 Penalty: 5201.587402
	Iteration 13Q: 3 clusters Score -4426072 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4426395.000000 Penalty: 5201.587402
	Iteration 14Q: 3 clusters Score -4426395 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4426566.000000 Penalty: 5201.587402
	Iteration 15Q: 3 clusters Score -4426566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4426663.500000 Penalty: 5201.587402
	Iteration 16Q: 3 clusters Score -4426664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4426753.500000 Penalty: 5201.587402
	Iteration 17Q: 3 clusters Score -4426754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -4426827.000000 Penalty: 5201.587402
	Iteration 18Q: 3 clusters Score -4426827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4426882.000000 Penalty: 5201.587402
	Iteration 19Q: 3 clusters Score -4426882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4426920.500000 Penalty: 5201.587402
	Iteration 20F: 3 clusters Score -4426920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4426963.000000 Penalty: 5201.587402
	Iteration 21Q: 3 clusters Score -4426963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4426972.000000 Penalty: 5201.587402
	Iteration 22Q: 3 clusters Score -4426972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4426985.500000 Penalty: 5201.587402
	Iteration 23Q: 3 clusters Score -4426986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4426998.000000 Penalty: 5201.587402
	Iteration 24Q: 3 clusters Score -4426998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4427002.500000 Penalty: 5201.587402
	Iteration 25Q: 3 clusters Score -4427002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4427010.500000 Penalty: 5201.587402
	Iteration 26Q: 3 clusters Score -4427010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4427016.000000 Penalty: 5201.587402
	Iteration 27Q: 3 clusters Score -4427016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4427020.000000 Penalty: 5201.587402
	Iteration 28Q: 3 clusters Score -4427020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4427020.000000 Penalty: 5201.587402
	Iteration 29Q: 3 clusters Score -4427020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4427021.500000 Penalty: 5201.587402
	Iteration 30Q: 3 clusters Score -4427022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4427021.500000 Penalty: 5201.587402
	Iteration 31F: 3 clusters Score -4427022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -267843.906250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -267843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -265083.093750 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -265083.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266632.562500 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -266632.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267936.718750 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -267936.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -268392.031250 Penalty: 3863.569336
	Iteration 3F: 3 clusters Score -268392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -268539.750000 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -268539.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -268591.562500 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -268591.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -268617.187500 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -268617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -268644.625000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -268644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -268665.843750 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -268665.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -268687.000000 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -268687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268730.375000 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -268730.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -268813.468750 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -268813.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -268933.250000 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -268933.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -269181.468750 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -269181.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -269512.968750 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -269513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -270045.687500 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -270045.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270646.218750 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -270646.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270882.062500 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -270882.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -271013.625000 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -271013.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271226.500000 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -271226.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271882.812500 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -271882.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -273047.656250 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -273047.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -273265.437500 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -273265.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -274003.562500 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -274003.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275355.656250 Penalty: 3863.569336
	Iteration 24Q: 3 clusters Score -275355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275355.656250 Penalty: 3863.569336
	Iteration 25F: 3 clusters Score -275355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 389208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2190 members 
Mstep: Class 37 contains 1167 members 
Entering Unmasked Estep 
Score: -141945184.000000 Penalty: 128217.054688
Splitting cluster 7 changes total score from -141938096.000000 to -141945184.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 8 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -344970.875000 Penalty: 2007.405884
	Iteration 0F: 2 clusters Score -344970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -341644.781250 Penalty: 4014.811768
	Iteration 0F: 3 clusters Score -341644.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -342592.750000 Penalty: 4014.811768
	Iteration 1F: 3 clusters Score -342592.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -342986.593750 Penalty: 4014.811768
	Iteration 2F: 3 clusters Score -342986.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343320.875000 Penalty: 4014.811768
	Iteration 3F: 3 clusters Score -343320.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -343617.906250 Penalty: 4014.811768
	Iteration 4F: 3 clusters Score -343617.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -343877.500000 Penalty: 4014.811768
	Iteration 5F: 3 clusters Score -343877.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -344061.343750 Penalty: 4014.811768
	Iteration 6F: 3 clusters Score -344061.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -344186.156250 Penalty: 4014.811768
	Iteration 7Q: 3 clusters Score -344186.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -344239.437500 Penalty: 4014.811768
	Iteration 8Q: 3 clusters Score -344239.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -344267.718750 Penalty: 4014.811768
	Iteration 9Q: 3 clusters Score -344267.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -344288.968750 Penalty: 4014.811768
	Iteration 10Q: 3 clusters Score -344289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -344305.093750 Penalty: 4014.811768
	Iteration 11Q: 3 clusters Score -344305.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -344313.656250 Penalty: 4014.811768
	Iteration 12Q: 3 clusters Score -344313.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -344319.406250 Penalty: 4014.811768
	Iteration 13Q: 3 clusters Score -344319.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -344324.093750 Penalty: 4014.811768
	Iteration 14Q: 3 clusters Score -344324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -344328.406250 Penalty: 4014.811768
	Iteration 15Q: 3 clusters Score -344328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -344332.562500 Penalty: 4014.811768
	Iteration 16Q: 3 clusters Score -344332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -344335.968750 Penalty: 4014.811768
	Iteration 17Q: 3 clusters Score -344336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -344336.906250 Penalty: 4014.811768
	Iteration 18Q: 3 clusters Score -344336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -344339.406250 Penalty: 4014.811768
	Iteration 19Q: 3 clusters Score -344339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -344340.468750 Penalty: 4014.811768
	Iteration 20F: 3 clusters Score -344340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -344340.000000 Penalty: 4014.811768
	Iteration 21Q: 3 clusters Score -344340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -344340.000000 Penalty: 4014.811768
	Iteration 22F: 3 clusters Score -344340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1787754.125000 Penalty: 2378.762939
	Iteration 0F: 2 clusters Score -1787754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1777221.375000 Penalty: 4757.525879
	Iteration 0F: 3 clusters Score -1777221 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1780618.500000 Penalty: 4757.525879
	Iteration 1F: 3 clusters Score -1780618 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1781123.375000 Penalty: 4757.525879
	Iteration 2F: 3 clusters Score -1781123 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1781731.250000 Penalty: 4757.525879
	Iteration 3F: 3 clusters Score -1781731 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1782574.625000 Penalty: 4757.525879
	Iteration 4F: 3 clusters Score -1782575 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1783594.625000 Penalty: 4757.525879
	Iteration 5F: 3 clusters Score -1783595 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1784454.500000 Penalty: 4757.525879
	Iteration 6F: 3 clusters Score -1784454 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1785084.250000 Penalty: 4757.525879
	Iteration 7F: 3 clusters Score -1785084 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1785459.875000 Penalty: 4757.525879
	Iteration 8Q: 3 clusters Score -1785460 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1785710.625000 Penalty: 4757.525879
	Iteration 9Q: 3 clusters Score -1785711 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1785840.625000 Penalty: 4757.525879
	Iteration 10Q: 3 clusters Score -1785841 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1785941.125000 Penalty: 4757.525879
	Iteration 11Q: 3 clusters Score -1785941 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1786014.125000 Penalty: 4757.525879
	Iteration 12Q: 3 clusters Score -1786014 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1786075.875000 Penalty: 4757.525879
	Iteration 13Q: 3 clusters Score -1786076 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1786150.875000 Penalty: 4757.525879
	Iteration 14Q: 3 clusters Score -1786151 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1786234.625000 Penalty: 4757.525879
	Iteration 15Q: 3 clusters Score -1786235 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1786328.250000 Penalty: 4757.525879
	Iteration 16Q: 3 clusters Score -1786328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1786421.000000 Penalty: 4757.525879
	Iteration 17Q: 3 clusters Score -1786421 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1786523.125000 Penalty: 4757.525879
	Iteration 18Q: 3 clusters Score -1786523 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1786621.625000 Penalty: 4757.525879
	Iteration 19Q: 3 clusters Score -1786622 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1786714.625000 Penalty: 4757.525879
	Iteration 20F: 3 clusters Score -1786715 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1786785.125000 Penalty: 4757.525879
	Iteration 21Q: 3 clusters Score -1786785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1786839.875000 Penalty: 4757.525879
	Iteration 22Q: 3 clusters Score -1786840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1786883.750000 Penalty: 4757.525879
	Iteration 23Q: 3 clusters Score -1786884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1786929.375000 Penalty: 4757.525879
	Iteration 24Q: 3 clusters Score -1786929 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1786974.250000 Penalty: 4757.525879
	Iteration 25Q: 3 clusters Score -1786974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1787000.750000 Penalty: 4757.525879
	Iteration 26Q: 3 clusters Score -1787001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1787036.625000 Penalty: 4757.525879
	Iteration 27Q: 3 clusters Score -1787037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1787061.250000 Penalty: 4757.525879
	Iteration 28Q: 3 clusters Score -1787061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1787089.625000 Penalty: 4757.525879
	Iteration 29Q: 3 clusters Score -1787090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1787102.875000 Penalty: 4757.525879
	Iteration 30Q: 3 clusters Score -1787103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1787117.625000 Penalty: 4757.525879
	Iteration 31Q: 3 clusters Score -1787118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1787125.000000 Penalty: 4757.525879
	Iteration 32Q: 3 clusters Score -1787125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1787136.375000 Penalty: 4757.525879
	Iteration 33Q: 3 clusters Score -1787136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1787153.750000 Penalty: 4757.525879
	Iteration 34Q: 3 clusters Score -1787154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1787169.000000 Penalty: 4757.525879
	Iteration 35Q: 3 clusters Score -1787169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1787169.000000 Penalty: 4757.525879
	Iteration 36Q: 3 clusters Score -1787169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1787181.125000 Penalty: 4757.525879
	Iteration 37Q: 3 clusters Score -1787181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1787189.125000 Penalty: 4757.525879
	Iteration 38Q: 3 clusters Score -1787189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1787194.000000 Penalty: 4757.525879
	Iteration 39Q: 3 clusters Score -1787194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1787201.750000 Penalty: 4757.525879
	Iteration 40F: 3 clusters Score -1787202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1787204.250000 Penalty: 4757.525879
	Iteration 41Q: 3 clusters Score -1787204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1787210.125000 Penalty: 4757.525879
	Iteration 42Q: 3 clusters Score -1787210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1787215.625000 Penalty: 4757.525879
	Iteration 43Q: 3 clusters Score -1787216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1787214.125000 Penalty: 4757.525879
	Iteration 44Q: 3 clusters Score -1787214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1787220.000000 Penalty: 4757.525879
	Iteration 45Q: 3 clusters Score -1787220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1787223.500000 Penalty: 4757.525879
	Iteration 46Q: 3 clusters Score -1787224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1787222.125000 Penalty: 4757.525879
	Iteration 47Q: 3 clusters Score -1787222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1787222.375000 Penalty: 4757.525879
	Iteration 48Q: 3 clusters Score -1787222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1787223.375000 Penalty: 4757.525879
	Iteration 49Q: 3 clusters Score -1787223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1787220.250000 Penalty: 4757.525879
	Iteration 50Q: 3 clusters Score -1787220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1787228.125000 Penalty: 4757.525879
	Iteration 51Q: 3 clusters Score -1787228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1787232.750000 Penalty: 4757.525879
	Iteration 52Q: 3 clusters Score -1787233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1787236.125000 Penalty: 4757.525879
	Iteration 53Q: 3 clusters Score -1787236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1787239.000000 Penalty: 4757.525879
	Iteration 54Q: 3 clusters Score -1787239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1787239.750000 Penalty: 4757.525879
	Iteration 55Q: 3 clusters Score -1787240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1787243.750000 Penalty: 4757.525879
	Iteration 56Q: 3 clusters Score -1787244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1787245.250000 Penalty: 4757.525879
	Iteration 57Q: 3 clusters Score -1787245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1787245.500000 Penalty: 4757.525879
	Iteration 58Q: 3 clusters Score -1787246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1787244.500000 Penalty: 4757.525879
	Iteration 59Q: 3 clusters Score -1787244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1787244.500000 Penalty: 4757.525879
	Iteration 60F: 3 clusters Score -1787244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1342926.125000 Penalty: 2310.380615
	Iteration 0F: 2 clusters Score -1342926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1334556.125000 Penalty: 4620.761230
	Iteration 0F: 3 clusters Score -1334556 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1337157.125000 Penalty: 4620.761230
	Iteration 1F: 3 clusters Score -1337157 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1337813.125000 Penalty: 4620.761230
	Iteration 2F: 3 clusters Score -1337813 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1338658.750000 Penalty: 4620.761230
	Iteration 3F: 3 clusters Score -1338659 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1339569.250000 Penalty: 4620.761230
	Iteration 4F: 3 clusters Score -1339569 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1340254.750000 Penalty: 4620.761230
	Iteration 5F: 3 clusters Score -1340255 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1340674.000000 Penalty: 4620.761230
	Iteration 6F: 3 clusters Score -1340674 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1340873.500000 Penalty: 4620.761230
	Iteration 7Q: 3 clusters Score -1340874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1340962.375000 Penalty: 4620.761230
	Iteration 8Q: 3 clusters Score -1340962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1341021.375000 Penalty: 4620.761230
	Iteration 9Q: 3 clusters Score -1341021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1341049.625000 Penalty: 4620.761230
	Iteration 10Q: 3 clusters Score -1341050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1341064.500000 Penalty: 4620.761230
	Iteration 11Q: 3 clusters Score -1341064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1341079.375000 Penalty: 4620.761230
	Iteration 12Q: 3 clusters Score -1341079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1341090.625000 Penalty: 4620.761230
	Iteration 13Q: 3 clusters Score -1341091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1341099.750000 Penalty: 4620.761230
	Iteration 14Q: 3 clusters Score -1341100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1341106.250000 Penalty: 4620.761230
	Iteration 15Q: 3 clusters Score -1341106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1341111.500000 Penalty: 4620.761230
	Iteration 16Q: 3 clusters Score -1341112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1341117.000000 Penalty: 4620.761230
	Iteration 17Q: 3 clusters Score -1341117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1341116.750000 Penalty: 4620.761230
	Iteration 18Q: 3 clusters Score -1341117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1341115.500000 Penalty: 4620.761230
	Iteration 19Q: 3 clusters Score -1341116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1341112.750000 Penalty: 4620.761230
	Iteration 20F: 3 clusters Score -1341113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1341116.250000 Penalty: 4620.761230
	Iteration 21Q: 3 clusters Score -1341116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1341117.000000 Penalty: 4620.761230
	Iteration 22Q: 3 clusters Score -1341117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1341116.500000 Penalty: 4620.761230
	Iteration 23Q: 3 clusters Score -1341116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1341120.500000 Penalty: 4620.761230
	Iteration 24Q: 3 clusters Score -1341120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1341121.000000 Penalty: 4620.761230
	Iteration 25Q: 3 clusters Score -1341121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1341126.625000 Penalty: 4620.761230
	Iteration 26Q: 3 clusters Score -1341127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1341125.375000 Penalty: 4620.761230
	Iteration 27Q: 3 clusters Score -1341125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1341123.750000 Penalty: 4620.761230
	Iteration 28Q: 3 clusters Score -1341124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1341125.000000 Penalty: 4620.761230
	Iteration 29Q: 3 clusters Score -1341125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1341126.625000 Penalty: 4620.761230
	Iteration 30Q: 3 clusters Score -1341127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1341129.000000 Penalty: 4620.761230
	Iteration 31Q: 3 clusters Score -1341129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1341127.875000 Penalty: 4620.761230
	Iteration 32Q: 3 clusters Score -1341128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1341128.000000 Penalty: 4620.761230
	Iteration 33Q: 3 clusters Score -1341128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1341131.500000 Penalty: 4620.761230
	Iteration 34Q: 3 clusters Score -1341132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1341132.250000 Penalty: 4620.761230
	Iteration 35Q: 3 clusters Score -1341132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1341132.250000 Penalty: 4620.761230
	Iteration 36Q: 3 clusters Score -1341132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1341132.250000 Penalty: 4620.761230
	Iteration 37F: 3 clusters Score -1341132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1322615.750000 Penalty: 2310.959961
	Iteration 0F: 2 clusters Score -1322616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1314225.375000 Penalty: 4621.919922
	Iteration 0F: 3 clusters Score -1314225 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1316783.625000 Penalty: 4621.919922
	Iteration 1F: 3 clusters Score -1316784 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1317198.750000 Penalty: 4621.919922
	Iteration 2F: 3 clusters Score -1317199 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1317550.500000 Penalty: 4621.919922
	Iteration 3F: 3 clusters Score -1317550 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1317872.625000 Penalty: 4621.919922
	Iteration 4F: 3 clusters Score -1317873 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1318259.500000 Penalty: 4621.919922
	Iteration 5Q: 3 clusters Score -1318260 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1318860.500000 Penalty: 4621.919922
	Iteration 6F: 3 clusters Score -1318860 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1319667.500000 Penalty: 4621.919922
	Iteration 7F: 3 clusters Score -1319668 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1320517.500000 Penalty: 4621.919922
	Iteration 8F: 3 clusters Score -1320518 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1321140.500000 Penalty: 4621.919922
	Iteration 9F: 3 clusters Score -1321140 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1321475.750000 Penalty: 4621.919922
	Iteration 10Q: 3 clusters Score -1321476 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1321658.125000 Penalty: 4621.919922
	Iteration 11Q: 3 clusters Score -1321658 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1321770.750000 Penalty: 4621.919922
	Iteration 12Q: 3 clusters Score -1321771 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1321863.625000 Penalty: 4621.919922
	Iteration 13Q: 3 clusters Score -1321864 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1321937.750000 Penalty: 4621.919922
	Iteration 14Q: 3 clusters Score -1321938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1321988.625000 Penalty: 4621.919922
	Iteration 15Q: 3 clusters Score -1321989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1322034.750000 Penalty: 4621.919922
	Iteration 16Q: 3 clusters Score -1322035 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1322081.250000 Penalty: 4621.919922
	Iteration 17Q: 3 clusters Score -1322081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1322108.500000 Penalty: 4621.919922
	Iteration 18Q: 3 clusters Score -1322108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1322136.250000 Penalty: 4621.919922
	Iteration 19Q: 3 clusters Score -1322136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1322164.375000 Penalty: 4621.919922
	Iteration 20F: 3 clusters Score -1322164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1322176.625000 Penalty: 4621.919922
	Iteration 21Q: 3 clusters Score -1322177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1322186.000000 Penalty: 4621.919922
	Iteration 22Q: 3 clusters Score -1322186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1322194.625000 Penalty: 4621.919922
	Iteration 23Q: 3 clusters Score -1322195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1322197.125000 Penalty: 4621.919922
	Iteration 24Q: 3 clusters Score -1322197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1322206.625000 Penalty: 4621.919922
	Iteration 25Q: 3 clusters Score -1322207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1322209.000000 Penalty: 4621.919922
	Iteration 26Q: 3 clusters Score -1322209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1322207.875000 Penalty: 4621.919922
	Iteration 27Q: 3 clusters Score -1322208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1322212.750000 Penalty: 4621.919922
	Iteration 28Q: 3 clusters Score -1322213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1322216.125000 Penalty: 4621.919922
	Iteration 29Q: 3 clusters Score -1322216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1322221.750000 Penalty: 4621.919922
	Iteration 30Q: 3 clusters Score -1322222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1322222.125000 Penalty: 4621.919922
	Iteration 31Q: 3 clusters Score -1322222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1322220.375000 Penalty: 4621.919922
	Iteration 32Q: 3 clusters Score -1322220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1322228.750000 Penalty: 4621.919922
	Iteration 33Q: 3 clusters Score -1322229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1322229.750000 Penalty: 4621.919922
	Iteration 34Q: 3 clusters Score -1322230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1322227.125000 Penalty: 4621.919922
	Iteration 35Q: 3 clusters Score -1322227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1322226.750000 Penalty: 4621.919922
	Iteration 36Q: 3 clusters Score -1322227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1322227.500000 Penalty: 4621.919922
	Iteration 37Q: 3 clusters Score -1322228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1322227.500000 Penalty: 4621.919922
	Iteration 38F: 3 clusters Score -1322228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -4299854.000000 Penalty: 2592.886230
	Iteration 0F: 2 clusters Score -4299854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4276246.000000 Penalty: 5185.772461
	Iteration 0F: 3 clusters Score -4276246 nChanged 15662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4284807.500000 Penalty: 5185.772461
	Iteration 1F: 3 clusters Score -4284808 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4285466.500000 Penalty: 5185.772461
	Iteration 2Q: 3 clusters Score -4285466 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4286171.500000 Penalty: 5185.772461
	Iteration 3F: 3 clusters Score -4286172 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4286895.500000 Penalty: 5185.772461
	Iteration 4Q: 3 clusters Score -4286896 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4287668.500000 Penalty: 5185.772461
	Iteration 5Q: 3 clusters Score -4287668 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -4288633.500000 Penalty: 5185.772461
	Iteration 6F: 3 clusters Score -4288634 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4289830.000000 Penalty: 5185.772461
	Iteration 7F: 3 clusters Score -4289830 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4291145.000000 Penalty: 5185.772461
	Iteration 8F: 3 clusters Score -4291145 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4292522.500000 Penalty: 5185.772461
	Iteration 9F: 3 clusters Score -4292522 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4293758.500000 Penalty: 5185.772461
	Iteration 10Q: 3 clusters Score -4293758 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4294761.500000 Penalty: 5185.772461
	Iteration 11Q: 3 clusters Score -4294762 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4295481.500000 Penalty: 5185.772461
	Iteration 12Q: 3 clusters Score -4295482 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4296024.500000 Penalty: 5185.772461
	Iteration 13Q: 3 clusters Score -4296024 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4296428.000000 Penalty: 5185.772461
	Iteration 14Q: 3 clusters Score -4296428 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4296687.000000 Penalty: 5185.772461
	Iteration 15Q: 3 clusters Score -4296687 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4296898.500000 Penalty: 5185.772461
	Iteration 16Q: 3 clusters Score -4296898 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4297071.500000 Penalty: 5185.772461
	Iteration 17Q: 3 clusters Score -4297072 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4297199.500000 Penalty: 5185.772461
	Iteration 18Q: 3 clusters Score -4297200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4297297.000000 Penalty: 5185.772461
	Iteration 19Q: 3 clusters Score -4297297 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4297380.000000 Penalty: 5185.772461
	Iteration 20F: 3 clusters Score -4297380 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4297455.000000 Penalty: 5185.772461
	Iteration 21Q: 3 clusters Score -4297455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4297507.000000 Penalty: 5185.772461
	Iteration 22Q: 3 clusters Score -4297507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4297575.500000 Penalty: 5185.772461
	Iteration 23Q: 3 clusters Score -4297576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4297609.500000 Penalty: 5185.772461
	Iteration 24Q: 3 clusters Score -4297610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4297657.500000 Penalty: 5185.772461
	Iteration 25Q: 3 clusters Score -4297658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4297687.500000 Penalty: 5185.772461
	Iteration 26Q: 3 clusters Score -4297688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4297705.500000 Penalty: 5185.772461
	Iteration 27Q: 3 clusters Score -4297706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4297730.000000 Penalty: 5185.772461
	Iteration 28Q: 3 clusters Score -4297730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4297736.000000 Penalty: 5185.772461
	Iteration 29Q: 3 clusters Score -4297736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4297749.000000 Penalty: 5185.772461
	Iteration 30Q: 3 clusters Score -4297749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4297761.500000 Penalty: 5185.772461
	Iteration 31Q: 3 clusters Score -4297762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4297766.500000 Penalty: 5185.772461
	Iteration 32Q: 3 clusters Score -4297766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4297777.500000 Penalty: 5185.772461
	Iteration 33Q: 3 clusters Score -4297778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4297784.500000 Penalty: 5185.772461
	Iteration 34Q: 3 clusters Score -4297784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4297788.500000 Penalty: 5185.772461
	Iteration 35Q: 3 clusters Score -4297788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4297803.500000 Penalty: 5185.772461
	Iteration 36Q: 3 clusters Score -4297804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4297807.000000 Penalty: 5185.772461
	Iteration 37Q: 3 clusters Score -4297807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4297810.000000 Penalty: 5185.772461
	Iteration 38Q: 3 clusters Score -4297810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4297813.000000 Penalty: 5185.772461
	Iteration 39Q: 3 clusters Score -4297813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4297812.500000 Penalty: 5185.772461
	Iteration 40F: 3 clusters Score -4297812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4297810.000000 Penalty: 5185.772461
	Iteration 41Q: 3 clusters Score -4297810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4297811.000000 Penalty: 5185.772461
	Iteration 42Q: 3 clusters Score -4297811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4297816.000000 Penalty: 5185.772461
	Iteration 43Q: 3 clusters Score -4297816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4297811.000000 Penalty: 5185.772461
	Iteration 44Q: 3 clusters Score -4297811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4297816.000000 Penalty: 5185.772461
	Iteration 45Q: 3 clusters Score -4297816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4297813.500000 Penalty: 5185.772461
	Iteration 46Q: 3 clusters Score -4297814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4297818.000000 Penalty: 5185.772461
	Iteration 47Q: 3 clusters Score -4297818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4297817.000000 Penalty: 5185.772461
	Iteration 48Q: 3 clusters Score -4297817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4297819.000000 Penalty: 5185.772461
	Iteration 49Q: 3 clusters Score -4297819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4297819.000000 Penalty: 5185.772461
	Iteration 50Q: 3 clusters Score -4297819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4297824.000000 Penalty: 5185.772461
	Iteration 51Q: 3 clusters Score -4297824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4297825.000000 Penalty: 5185.772461
	Iteration 52Q: 3 clusters Score -4297825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4297827.000000 Penalty: 5185.772461
	Iteration 53Q: 3 clusters Score -4297827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4297824.500000 Penalty: 5185.772461
	Iteration 54Q: 3 clusters Score -4297824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4297828.500000 Penalty: 5185.772461
	Iteration 55Q: 3 clusters Score -4297828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4297827.500000 Penalty: 5185.772461
	Iteration 56Q: 3 clusters Score -4297828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4297830.000000 Penalty: 5185.772461
	Iteration 57Q: 3 clusters Score -4297830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4297830.000000 Penalty: 5185.772461
	Iteration 58F: 3 clusters Score -4297830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Entering Unmasked Estep 
Score: -5371994.000000 Penalty: 2647.321533
	Iteration 0F: 2 clusters Score -5371994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -5342684.000000 Penalty: 5294.643066
	Iteration 0F: 3 clusters Score -5342684 nChanged 19962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5353759.500000 Penalty: 5294.643066
	Iteration 1F: 3 clusters Score -5353760 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5354605.500000 Penalty: 5294.643066
	Iteration 2Q: 3 clusters Score -5354606 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5355809.500000 Penalty: 5294.643066
	Iteration 3F: 3 clusters Score -5355810 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5357421.500000 Penalty: 5294.643066
	Iteration 4F: 3 clusters Score -5357422 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5359601.500000 Penalty: 5294.643066
	Iteration 5F: 3 clusters Score -5359602 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -5361824.500000 Penalty: 5294.643066
	Iteration 6F: 3 clusters Score -5361824 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5363775.000000 Penalty: 5294.643066
	Iteration 7F: 3 clusters Score -5363775 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -5365294.500000 Penalty: 5294.643066
	Iteration 8F: 3 clusters Score -5365294 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -5366476.500000 Penalty: 5294.643066
	Iteration 9Q: 3 clusters Score -5366476 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5367330.500000 Penalty: 5294.643066
	Iteration 10Q: 3 clusters Score -5367330 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5367926.500000 Penalty: 5294.643066
	Iteration 11Q: 3 clusters Score -5367926 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5368419.000000 Penalty: 5294.643066
	Iteration 12Q: 3 clusters Score -5368419 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5368769.500000 Penalty: 5294.643066
	Iteration 13Q: 3 clusters Score -5368770 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5369036.000000 Penalty: 5294.643066
	Iteration 14Q: 3 clusters Score -5369036 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5369262.000000 Penalty: 5294.643066
	Iteration 15Q: 3 clusters Score -5369262 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5369429.000000 Penalty: 5294.643066
	Iteration 16Q: 3 clusters Score -5369429 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5369516.500000 Penalty: 5294.643066
	Iteration 17Q: 3 clusters Score -5369516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5369588.000000 Penalty: 5294.643066
	Iteration 18Q: 3 clusters Score -5369588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5369643.500000 Penalty: 5294.643066
	Iteration 19Q: 3 clusters Score -5369644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5369695.500000 Penalty: 5294.643066
	Iteration 20F: 3 clusters Score -5369696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5369725.500000 Penalty: 5294.643066
	Iteration 21Q: 3 clusters Score -5369726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5369774.500000 Penalty: 5294.643066
	Iteration 22Q: 3 clusters Score -5369774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5369806.500000 Penalty: 5294.643066
	Iteration 23Q: 3 clusters Score -5369806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5369840.500000 Penalty: 5294.643066
	Iteration 24Q: 3 clusters Score -5369840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5369879.000000 Penalty: 5294.643066
	Iteration 25Q: 3 clusters Score -5369879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5369901.000000 Penalty: 5294.643066
	Iteration 26Q: 3 clusters Score -5369901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5369908.000000 Penalty: 5294.643066
	Iteration 27Q: 3 clusters Score -5369908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5369902.500000 Penalty: 5294.643066
	Iteration 28Q: 3 clusters Score -5369902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5369906.000000 Penalty: 5294.643066
	Iteration 29Q: 3 clusters Score -5369906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5369913.000000 Penalty: 5294.643066
	Iteration 30Q: 3 clusters Score -5369913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5369905.000000 Penalty: 5294.643066
	Iteration 31Q: 3 clusters Score -5369905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5369917.500000 Penalty: 5294.643066
	Iteration 32Q: 3 clusters Score -5369918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5369919.000000 Penalty: 5294.643066
	Iteration 33Q: 3 clusters Score -5369919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5369911.500000 Penalty: 5294.643066
	Iteration 34Q: 3 clusters Score -5369912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5369911.500000 Penalty: 5294.643066
	Iteration 35Q: 3 clusters Score -5369912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5369911.500000 Penalty: 5294.643066
	Iteration 36Q: 3 clusters Score -5369912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5369909.000000 Penalty: 5294.643066
	Iteration 37Q: 3 clusters Score -5369909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5369907.500000 Penalty: 5294.643066
	Iteration 38Q: 3 clusters Score -5369908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5369913.000000 Penalty: 5294.643066
	Iteration 39Q: 3 clusters Score -5369913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5369924.000000 Penalty: 5294.643066
	Iteration 40F: 3 clusters Score -5369924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5369915.500000 Penalty: 5294.643066
	Iteration 41Q: 3 clusters Score -5369916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5369920.500000 Penalty: 5294.643066
	Iteration 42Q: 3 clusters Score -5369920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5369920.500000 Penalty: 5294.643066
	Iteration 43F: 3 clusters Score -5369920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Entering Unmasked Estep 
Score: -939907.125000 Penalty: 2218.862305
	Iteration 0F: 2 clusters Score -939907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -933671.500000 Penalty: 4437.724609
	Iteration 0F: 3 clusters Score -933671.5 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -935397.750000 Penalty: 4437.724609
	Iteration 1F: 3 clusters Score -935397.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -935763.437500 Penalty: 4437.724609
	Iteration 2F: 3 clusters Score -935763.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -936016.562500 Penalty: 4437.724609
	Iteration 3F: 3 clusters Score -936016.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -936230.062500 Penalty: 4437.724609
	Iteration 4Q: 3 clusters Score -936230.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -936422.062500 Penalty: 4437.724609
	Iteration 5Q: 3 clusters Score -936422.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -936590.250000 Penalty: 4437.724609
	Iteration 6Q: 3 clusters Score -936590.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -936770.875000 Penalty: 4437.724609
	Iteration 7Q: 3 clusters Score -936770.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -936956.750000 Penalty: 4437.724609
	Iteration 8Q: 3 clusters Score -936956.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -937141.500000 Penalty: 4437.724609
	Iteration 9Q: 3 clusters Score -937141.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -937353.875000 Penalty: 4437.724609
	Iteration 10Q: 3 clusters Score -937353.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -937578.562500 Penalty: 4437.724609
	Iteration 11Q: 3 clusters Score -937578.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -937823.562500 Penalty: 4437.724609
	Iteration 12Q: 3 clusters Score -937823.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -938076.437500 Penalty: 4437.724609
	Iteration 13Q: 3 clusters Score -938076.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -938286.562500 Penalty: 4437.724609
	Iteration 14Q: 3 clusters Score -938286.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -938435.937500 Penalty: 4437.724609
	Iteration 15Q: 3 clusters Score -938435.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -938543.375000 Penalty: 4437.724609
	Iteration 16Q: 3 clusters Score -938543.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -938629.375000 Penalty: 4437.724609
	Iteration 17Q: 3 clusters Score -938629.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -938700.437500 Penalty: 4437.724609
	Iteration 18Q: 3 clusters Score -938700.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -938746.062500 Penalty: 4437.724609
	Iteration 19Q: 3 clusters Score -938746.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -938784.000000 Penalty: 4437.724609
	Iteration 20F: 3 clusters Score -938784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -938806.250000 Penalty: 4437.724609
	Iteration 21Q: 3 clusters Score -938806.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -938825.625000 Penalty: 4437.724609
	Iteration 22Q: 3 clusters Score -938825.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -938838.812500 Penalty: 4437.724609
	Iteration 23Q: 3 clusters Score -938838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -938848.562500 Penalty: 4437.724609
	Iteration 24Q: 3 clusters Score -938848.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -938861.375000 Penalty: 4437.724609
	Iteration 25Q: 3 clusters Score -938861.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -938870.625000 Penalty: 4437.724609
	Iteration 26Q: 3 clusters Score -938870.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -938875.937500 Penalty: 4437.724609
	Iteration 27Q: 3 clusters Score -938875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -938877.375000 Penalty: 4437.724609
	Iteration 28Q: 3 clusters Score -938877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -938880.000000 Penalty: 4437.724609
	Iteration 29Q: 3 clusters Score -938880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -938883.125000 Penalty: 4437.724609
	Iteration 30Q: 3 clusters Score -938883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -938884.937500 Penalty: 4437.724609
	Iteration 31Q: 3 clusters Score -938884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -938885.375000 Penalty: 4437.724609
	Iteration 32Q: 3 clusters Score -938885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -938886.250000 Penalty: 4437.724609
	Iteration 33Q: 3 clusters Score -938886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -938887.750000 Penalty: 4437.724609
	Iteration 34Q: 3 clusters Score -938887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -938888.500000 Penalty: 4437.724609
	Iteration 35Q: 3 clusters Score -938888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -938887.312500 Penalty: 4437.724609
	Iteration 36Q: 3 clusters Score -938887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -938888.625000 Penalty: 4437.724609
	Iteration 37Q: 3 clusters Score -938888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -938889.187500 Penalty: 4437.724609
	Iteration 38Q: 3 clusters Score -938889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -938888.250000 Penalty: 4437.724609
	Iteration 39Q: 3 clusters Score -938888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -938890.125000 Penalty: 4437.724609
	Iteration 40F: 3 clusters Score -938890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -938891.250000 Penalty: 4437.724609
	Iteration 41Q: 3 clusters Score -938891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -938890.125000 Penalty: 4437.724609
	Iteration 42Q: 3 clusters Score -938890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -938891.062500 Penalty: 4437.724609
	Iteration 43Q: 3 clusters Score -938891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -938890.937500 Penalty: 4437.724609
	Iteration 44Q: 3 clusters Score -938890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -938890.937500 Penalty: 4437.724609
	Iteration 45F: 3 clusters Score -938890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Entering Unmasked Estep 
Score: -3434445.750000 Penalty: 2538.106445
	Iteration 0F: 2 clusters Score -3434446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3415321.500000 Penalty: 5076.212891
	Iteration 0F: 3 clusters Score -3415322 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3422178.250000 Penalty: 5076.212891
	Iteration 1F: 3 clusters Score -3422178 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3422861.250000 Penalty: 5076.212891
	Iteration 2F: 3 clusters Score -3422861 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3423672.250000 Penalty: 5076.212891
	Iteration 3F: 3 clusters Score -3423672 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3424644.000000 Penalty: 5076.212891
	Iteration 4F: 3 clusters Score -3424644 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3425804.250000 Penalty: 5076.212891
	Iteration 5F: 3 clusters Score -3425804 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3427082.500000 Penalty: 5076.212891
	Iteration 6F: 3 clusters Score -3427082 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3428161.250000 Penalty: 5076.212891
	Iteration 7F: 3 clusters Score -3428161 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3428970.750000 Penalty: 5076.212891
	Iteration 8F: 3 clusters Score -3428971 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3429582.250000 Penalty: 5076.212891
	Iteration 9Q: 3 clusters Score -3429582 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3430077.250000 Penalty: 5076.212891
	Iteration 10Q: 3 clusters Score -3430077 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3430453.250000 Penalty: 5076.212891
	Iteration 11Q: 3 clusters Score -3430453 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3430803.000000 Penalty: 5076.212891
	Iteration 12Q: 3 clusters Score -3430803 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3431154.750000 Penalty: 5076.212891
	Iteration 13Q: 3 clusters Score -3431155 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3431493.750000 Penalty: 5076.212891
	Iteration 14Q: 3 clusters Score -3431494 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3431792.750000 Penalty: 5076.212891
	Iteration 15Q: 3 clusters Score -3431793 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3432079.750000 Penalty: 5076.212891
	Iteration 16Q: 3 clusters Score -3432080 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3432294.750000 Penalty: 5076.212891
	Iteration 17Q: 3 clusters Score -3432295 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3432488.250000 Penalty: 5076.212891
	Iteration 18Q: 3 clusters Score -3432488 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3432636.000000 Penalty: 5076.212891
	Iteration 19Q: 3 clusters Score -3432636 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3432795.750000 Penalty: 5076.212891
	Iteration 20F: 3 clusters Score -3432796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3432906.000000 Penalty: 5076.212891
	Iteration 21Q: 3 clusters Score -3432906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3432991.500000 Penalty: 5076.212891
	Iteration 22Q: 3 clusters Score -3432992 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3433090.750000 Penalty: 5076.212891
	Iteration 23Q: 3 clusters Score -3433091 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3433206.750000 Penalty: 5076.212891
	Iteration 24Q: 3 clusters Score -3433207 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3433272.250000 Penalty: 5076.212891
	Iteration 25Q: 3 clusters Score -3433272 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3433344.500000 Penalty: 5076.212891
	Iteration 26Q: 3 clusters Score -3433344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3433400.500000 Penalty: 5076.212891
	Iteration 27Q: 3 clusters Score -3433400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3433476.250000 Penalty: 5076.212891
	Iteration 28Q: 3 clusters Score -3433476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3433531.000000 Penalty: 5076.212891
	Iteration 29Q: 3 clusters Score -3433531 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3433565.750000 Penalty: 5076.212891
	Iteration 30Q: 3 clusters Score -3433566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3433624.250000 Penalty: 5076.212891
	Iteration 31Q: 3 clusters Score -3433624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3433648.500000 Penalty: 5076.212891
	Iteration 32Q: 3 clusters Score -3433648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3433672.250000 Penalty: 5076.212891
	Iteration 33Q: 3 clusters Score -3433672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3433696.250000 Penalty: 5076.212891
	Iteration 34Q: 3 clusters Score -3433696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3433740.500000 Penalty: 5076.212891
	Iteration 35Q: 3 clusters Score -3433740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3433746.000000 Penalty: 5076.212891
	Iteration 36Q: 3 clusters Score -3433746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3433777.000000 Penalty: 5076.212891
	Iteration 37Q: 3 clusters Score -3433777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3433784.750000 Penalty: 5076.212891
	Iteration 38Q: 3 clusters Score -3433785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3433791.500000 Penalty: 5076.212891
	Iteration 39Q: 3 clusters Score -3433792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3433807.750000 Penalty: 5076.212891
	Iteration 40F: 3 clusters Score -3433808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3433809.500000 Penalty: 5076.212891
	Iteration 41Q: 3 clusters Score -3433810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3433807.750000 Penalty: 5076.212891
	Iteration 42Q: 3 clusters Score -3433808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3433806.250000 Penalty: 5076.212891
	Iteration 43Q: 3 clusters Score -3433806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3433809.250000 Penalty: 5076.212891
	Iteration 44Q: 3 clusters Score -3433809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3433815.000000 Penalty: 5076.212891
	Iteration 45Q: 3 clusters Score -3433815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3433819.250000 Penalty: 5076.212891
	Iteration 46Q: 3 clusters Score -3433819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3433830.250000 Penalty: 5076.212891
	Iteration 47Q: 3 clusters Score -3433830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3433842.000000 Penalty: 5076.212891
	Iteration 48Q: 3 clusters Score -3433842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3433838.750000 Penalty: 5076.212891
	Iteration 49Q: 3 clusters Score -3433839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3433837.500000 Penalty: 5076.212891
	Iteration 50Q: 3 clusters Score -3433838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3433841.750000 Penalty: 5076.212891
	Iteration 51Q: 3 clusters Score -3433842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3433842.500000 Penalty: 5076.212891
	Iteration 52Q: 3 clusters Score -3433842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3433839.750000 Penalty: 5076.212891
	Iteration 53Q: 3 clusters Score -3433840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3433829.000000 Penalty: 5076.212891
	Iteration 54Q: 3 clusters Score -3433829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3433831.750000 Penalty: 5076.212891
	Iteration 55Q: 3 clusters Score -3433832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3433832.000000 Penalty: 5076.212891
	Iteration 56Q: 3 clusters Score -3433832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3433836.000000 Penalty: 5076.212891
	Iteration 57Q: 3 clusters Score -3433836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3433837.750000 Penalty: 5076.212891
	Iteration 58Q: 3 clusters Score -3433838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3433838.250000 Penalty: 5076.212891
	Iteration 59Q: 3 clusters Score -3433838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3433836.500000 Penalty: 5076.212891
	Iteration 60F: 3 clusters Score -3433836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3433834.500000 Penalty: 5076.212891
	Iteration 61Q: 3 clusters Score -3433834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3433834.500000 Penalty: 5076.212891
	Iteration 62F: 3 clusters Score -3433834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -741345.687500 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -741345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -735972.375000 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -735972.4 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -737549.687500 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -737549.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -738040.375000 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -738040.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -738502.625000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -738502.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -739079.000000 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -739079 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -739627.937500 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -739627.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -740113.125000 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -740113.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -740499.437500 Penalty: 4359.822266
	Iteration 7F: 3 clusters Score -740499.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -740787.500000 Penalty: 4359.822266
	Iteration 8F: 3 clusters Score -740787.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -741018.250000 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -741018.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -741198.750000 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -741198.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -741325.187500 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -741325.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -741388.500000 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -741388.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -741430.125000 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -741430.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -741471.437500 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -741471.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -741496.875000 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -741496.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -741510.312500 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -741510.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -741519.500000 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -741519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -741527.812500 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -741527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -741530.312500 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -741530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -741536.125000 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -741536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -741539.375000 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -741539.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -741546.000000 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -741546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -741551.187500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -741551.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -741554.312500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -741554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -741559.000000 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -741559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -741559.625000 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -741559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -741561.000000 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -741561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -741566.000000 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -741566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -741568.250000 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -741568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -741571.125000 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -741571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -741572.187500 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -741572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -741572.875000 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -741572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -741573.687500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -741573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -741573.687500 Penalty: 4359.822266
	Iteration 34F: 3 clusters Score -741573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 389208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2190 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4832 members 
Entering Unmasked Estep 
Score: -141943968.000000 Penalty: 131682.390625
Splitting cluster 16 changes total score from -141938096.000000 to -141943968.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (60828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Entering Unmasked Estep 
Score: -7669791.500000 Penalty: 2731.919678
	Iteration 0F: 2 clusters Score -7669792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7628720.000000 Penalty: 5463.839355
	Iteration 0F: 3 clusters Score -7628720 nChanged 28421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7645041.500000 Penalty: 5463.839355
	Iteration 1F: 3 clusters Score -7645042 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7645913.000000 Penalty: 5463.839355
	Iteration 2Q: 3 clusters Score -7645913 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -7646927.500000 Penalty: 5463.839355
	Iteration 3Q: 3 clusters Score -7646928 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7648042.500000 Penalty: 5463.839355
	Iteration 4Q: 3 clusters Score -7648042 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -7649416.500000 Penalty: 5463.839355
	Iteration 5Q: 3 clusters Score -7649416 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -7651045.500000 Penalty: 5463.839355
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Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7659922 nChanged 1768
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Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 24586 members 
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Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 23970 members 
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Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 22200 members 
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Mstep: Class 1 contains 39726 members 
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	Iteration 29Q: 3 clusters Score -7663378 nChanged 534
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	Iteration 60F: 3 clusters Score -7666669 nChanged 244
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	Iteration 70Q: 3 clusters Score -7667140 nChanged 108
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	Iteration 97Q: 3 clusters Score -7667517 nChanged 25
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Score: -7667518.000000 Penalty: 5463.839355
	Iteration 98Q: 3 clusters Score -7667518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7667532.500000 Penalty: 5463.839355
	Iteration 99Q: 3 clusters Score -7667532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7667542.000000 Penalty: 5463.839355
	Iteration 100F: 3 clusters Score -7667542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7667556.500000 Penalty: 5463.839355
	Iteration 101Q: 3 clusters Score -7667556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7667547.500000 Penalty: 5463.839355
	Iteration 102Q: 3 clusters Score -7667548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7667554.000000 Penalty: 5463.839355
	Iteration 103Q: 3 clusters Score -7667554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7667562.000000 Penalty: 5463.839355
	Iteration 104Q: 3 clusters Score -7667562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7667574.000000 Penalty: 5463.839355
	Iteration 105Q: 3 clusters Score -7667574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7667576.500000 Penalty: 5463.839355
	Iteration 106Q: 3 clusters Score -7667576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7667577.000000 Penalty: 5463.839355
	Iteration 107Q: 3 clusters Score -7667577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7667591.000000 Penalty: 5463.839355
	Iteration 108Q: 3 clusters Score -7667591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7667600.000000 Penalty: 5463.839355
	Iteration 109Q: 3 clusters Score -7667600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7667626.500000 Penalty: 5463.839355
	Iteration 110Q: 3 clusters Score -7667626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7667630.000000 Penalty: 5463.839355
	Iteration 111Q: 3 clusters Score -7667630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7667624.000000 Penalty: 5463.839355
	Iteration 112Q: 3 clusters Score -7667624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7667628.000000 Penalty: 5463.839355
	Iteration 113Q: 3 clusters Score -7667628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7667636.500000 Penalty: 5463.839355
	Iteration 114Q: 3 clusters Score -7667636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7667637.500000 Penalty: 5463.839355
	Iteration 115Q: 3 clusters Score -7667638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7667639.000000 Penalty: 5463.839355
	Iteration 116Q: 3 clusters Score -7667639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7667639.500000 Penalty: 5463.839355
	Iteration 117Q: 3 clusters Score -7667640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7667637.500000 Penalty: 5463.839355
	Iteration 118Q: 3 clusters Score -7667638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7667640.000000 Penalty: 5463.839355
	Iteration 119Q: 3 clusters Score -7667640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7667646.500000 Penalty: 5463.839355
	Iteration 120F: 3 clusters Score -7667646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7667646.500000 Penalty: 5463.839355
	Iteration 121Q: 3 clusters Score -7667646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7667648.000000 Penalty: 5463.839355
	Iteration 122Q: 3 clusters Score -7667648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7667651.500000 Penalty: 5463.839355
	Iteration 123Q: 3 clusters Score -7667652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7667655.000000 Penalty: 5463.839355
	Iteration 124Q: 3 clusters Score -7667655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7667650.000000 Penalty: 5463.839355
	Iteration 125Q: 3 clusters Score -7667650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7667648.000000 Penalty: 5463.839355
	Iteration 126Q: 3 clusters Score -7667648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7667646.000000 Penalty: 5463.839355
	Iteration 127Q: 3 clusters Score -7667646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7667646.000000 Penalty: 5463.839355
	Iteration 128F: 3 clusters Score -7667646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -38910.093750 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -38910.09 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 200 members 
Entering Unmasked Estep 
Score: -37631.136719 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -37631.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37867.933594 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -37867.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37970.773438 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -37970.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38094.906250 Penalty: 3005.324951
	Iteration 3F: 3 clusters Score -38094.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38207.558594 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -38207.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38321.746094 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -38321.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38382.257812 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -38382.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38413.296875 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -38413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38415.066406 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -38415.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38416.492188 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -38416.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38416.492188 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -38416.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -318431.968750 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -318432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315411.000000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -315411 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -315932.000000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -315932 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -316073.843750 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -316073.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316164.375000 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -316164.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -316234.687500 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -316234.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -316305.875000 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -316305.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -316353.500000 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -316353.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -316382.531250 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -316382.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316408.531250 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -316408.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316433.593750 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -316433.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316457.156250 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -316457.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316482.437500 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -316482.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -316499.906250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -316499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -316510.593750 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -316510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316516.656250 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -316516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -316524.093750 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -316524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -316535.093750 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -316535.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -316546.750000 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -316546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -316554.250000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -316554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -316559.031250 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -316559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -316560.812500 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -316560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -316563.031250 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -316563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -316564.750000 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -316564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -316565.218750 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -316565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -316565.593750 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -316565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316566.656250 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -316566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -316566.656250 Penalty: 3907.188965
	Iteration 26F: 3 clusters Score -316566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Entering Unmasked Estep 
Score: -21952444.000000 Penalty: 2997.781738
	Iteration 0F: 2 clusters Score -2.195244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -21833686.000000 Penalty: 5995.563477
	Iteration 0F: 3 clusters Score -2.183369e+07 nChanged 85090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -21882826.000000 Penalty: 5995.563477
	Iteration 1F: 3 clusters Score -2.188283e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -21883668.000000 Penalty: 5995.563477
	Iteration 2Q: 3 clusters Score -2.188367e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -21884698.000000 Penalty: 5995.563477
	Iteration 3Q: 3 clusters Score -2.18847e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -21885878.000000 Penalty: 5995.563477
	Iteration 4Q: 3 clusters Score -2.188588e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -21887464.000000 Penalty: 5995.563477
	Iteration 5Q: 3 clusters Score -2.188746e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -21889832.000000 Penalty: 5995.563477
	Iteration 6Q: 3 clusters Score -2.188983e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -21893014.000000 Penalty: 5995.563477
	Iteration 7Q: 3 clusters Score -2.189301e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -21898312.000000 Penalty: 5995.563477
	Iteration 8F: 3 clusters Score -2.189831e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -21906384.000000 Penalty: 5995.563477
	Iteration 9F: 3 clusters Score -2.190638e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
Score: -21916758.000000 Penalty: 5995.563477
	Iteration 10F: 3 clusters Score -2.191676e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -21927760.000000 Penalty: 5995.563477
	Iteration 11F: 3 clusters Score -2.192776e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -21937464.000000 Penalty: 5995.563477
	Iteration 12F: 3 clusters Score -2.193746e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 169216 members 
Entering Unmasked Estep 
Score: -21944060.000000 Penalty: 5995.563477
	Iteration 13Q: 3 clusters Score -2.194406e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 173305 members 
Entering Unmasked Estep 
Score: -21947390.000000 Penalty: 5995.563477
	Iteration 14Q: 3 clusters Score -2.194739e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 175235 members 
Entering Unmasked Estep 
Score: -21948798.000000 Penalty: 5995.563477
	Iteration 15Q: 3 clusters Score -2.19488e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 176104 members 
Entering Unmasked Estep 
Score: -21949442.000000 Penalty: 5995.563477
	Iteration 16Q: 3 clusters Score -2.194944e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 176498 members 
Entering Unmasked Estep 
Score: -21949732.000000 Penalty: 5995.563477
	Iteration 17Q: 3 clusters Score -2.194973e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -21949856.000000 Penalty: 5995.563477
	Iteration 18Q: 3 clusters Score -2.194986e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 176791 members 
Entering Unmasked Estep 
Score: -21949952.000000 Penalty: 5995.563477
	Iteration 19Q: 3 clusters Score -2.194995e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -21950016.000000 Penalty: 5995.563477
	Iteration 20F: 3 clusters Score -2.195002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -21950038.000000 Penalty: 5995.563477
	Iteration 21Q: 3 clusters Score -2.195004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -21950088.000000 Penalty: 5995.563477
	Iteration 22Q: 3 clusters Score -2.195009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -21950132.000000 Penalty: 5995.563477
	Iteration 23Q: 3 clusters Score -2.195013e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -21950126.000000 Penalty: 5995.563477
	Iteration 24Q: 3 clusters Score -2.195013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -21950178.000000 Penalty: 5995.563477
	Iteration 25Q: 3 clusters Score -2.195018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -21950186.000000 Penalty: 5995.563477
	Iteration 26Q: 3 clusters Score -2.195019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -21950220.000000 Penalty: 5995.563477
	Iteration 27Q: 3 clusters Score -2.195022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -21950240.000000 Penalty: 5995.563477
	Iteration 28Q: 3 clusters Score -2.195024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -21950260.000000 Penalty: 5995.563477
	Iteration 29Q: 3 clusters Score -2.195026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -21950286.000000 Penalty: 5995.563477
	Iteration 30Q: 3 clusters Score -2.195029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -21950316.000000 Penalty: 5995.563477
	Iteration 31Q: 3 clusters Score -2.195032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -21950290.000000 Penalty: 5995.563477
	Iteration 32Q: 3 clusters Score -2.195029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 176934 members 
Entering Unmasked Estep 
Score: -21950292.000000 Penalty: 5995.563477
	Iteration 33Q: 3 clusters Score -2.195029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -21950298.000000 Penalty: 5995.563477
	Iteration 34Q: 3 clusters Score -2.19503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -21950306.000000 Penalty: 5995.563477
	Iteration 35Q: 3 clusters Score -2.195031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 176932 members 
Entering Unmasked Estep 
Score: -21950312.000000 Penalty: 5995.563477
	Iteration 36Q: 3 clusters Score -2.195031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -21950316.000000 Penalty: 5995.563477
	Iteration 37Q: 3 clusters Score -2.195032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -21950324.000000 Penalty: 5995.563477
	Iteration 38Q: 3 clusters Score -2.195032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -21950326.000000 Penalty: 5995.563477
	Iteration 39Q: 3 clusters Score -2.195033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21950332.000000 Penalty: 5995.563477
	Iteration 40F: 3 clusters Score -2.195033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21950346.000000 Penalty: 5995.563477
	Iteration 41Q: 3 clusters Score -2.195035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -21950332.000000 Penalty: 5995.563477
	Iteration 42Q: 3 clusters Score -2.195033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -21950332.000000 Penalty: 5995.563477
	Iteration 43F: 3 clusters Score -2.195033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (389208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389208 members 
Entering Unmasked Estep 
Score: -48739612.000000 Penalty: 3192.223633
	Iteration 0F: 2 clusters Score -4.873961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 194569 members 
Entering Unmasked Estep 
Score: -48529356.000000 Penalty: 6384.447266
	Iteration 0F: 3 clusters Score -4.852936e+07 nChanged 189519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196730 members 
Mstep: Class 2 contains 192478 members 
Entering Unmasked Estep 
Score: -48645348.000000 Penalty: 6384.447266
	Iteration 1F: 3 clusters Score -4.864535e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 194101 members 
Entering Unmasked Estep 
Score: -48649416.000000 Penalty: 6384.447266
	Iteration 2Q: 3 clusters Score -4.864942e+07 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192264 members 
Mstep: Class 2 contains 196944 members 
Entering Unmasked Estep 
Score: -48654928.000000 Penalty: 6384.447266
	Iteration 3Q: 3 clusters Score -4.865493e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187800 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
Score: -48662708.000000 Penalty: 6384.447266
	Iteration 4Q: 3 clusters Score -4.866271e+07 nChanged 21134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181516 members 
Mstep: Class 2 contains 207692 members 
Entering Unmasked Estep 
Score: -48674744.000000 Penalty: 6384.447266
	Iteration 5F: 3 clusters Score -4.867474e+07 nChanged 24225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 215421 members 
Entering Unmasked Estep 
Score: -48691472.000000 Penalty: 6384.447266
	Iteration 6F: 3 clusters Score -4.869147e+07 nChanged 25457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165958 members 
Mstep: Class 2 contains 223250 members 
Entering Unmasked Estep 
Score: -48708632.000000 Penalty: 6384.447266
	Iteration 7F: 3 clusters Score -4.870863e+07 nChanged 21748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 230104 members 
Entering Unmasked Estep 
Score: -48719532.000000 Penalty: 6384.447266
	Iteration 8F: 3 clusters Score -4.871953e+07 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153340 members 
Mstep: Class 2 contains 235868 members 
Entering Unmasked Estep 
Score: -48723928.000000 Penalty: 6384.447266
	Iteration 9Q: 3 clusters Score -4.872393e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 241249 members 
Entering Unmasked Estep 
Score: -48724352.000000 Penalty: 6384.447266
	Iteration 10Q: 3 clusters Score -4.872435e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 246527 members 
Entering Unmasked Estep 
Score: -48725016.000000 Penalty: 6384.447266
	Iteration 11Q: 3 clusters Score -4.872502e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137711 members 
Mstep: Class 2 contains 251497 members 
Entering Unmasked Estep 
Score: -48724772.000000 Penalty: 6384.447266
	Iteration 12Q: 3 clusters Score -4.872477e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 255976 members 
Entering Unmasked Estep 
Score: -48724988.000000 Penalty: 6384.447266
	Iteration 13Q: 3 clusters Score -4.872499e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 259871 members 
Entering Unmasked Estep 
Score: -48725012.000000 Penalty: 6384.447266
	Iteration 14Q: 3 clusters Score -4.872501e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126060 members 
Mstep: Class 2 contains 263148 members 
Entering Unmasked Estep 
Score: -48725024.000000 Penalty: 6384.447266
	Iteration 15Q: 3 clusters Score -4.872502e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 265812 members 
Entering Unmasked Estep 
Score: -48725264.000000 Penalty: 6384.447266
	Iteration 16Q: 3 clusters Score -4.872526e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 268126 members 
Entering Unmasked Estep 
Score: -48725300.000000 Penalty: 6384.447266
	Iteration 17Q: 3 clusters Score -4.87253e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 270093 members 
Entering Unmasked Estep 
Score: -48725244.000000 Penalty: 6384.447266
	Iteration 18Q: 3 clusters Score -4.872524e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117599 members 
Mstep: Class 2 contains 271609 members 
Entering Unmasked Estep 
Score: -48725088.000000 Penalty: 6384.447266
	Iteration 19Q: 3 clusters Score -4.872509e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 272739 members 
Entering Unmasked Estep 
Score: -48725252.000000 Penalty: 6384.447266
	Iteration 20F: 3 clusters Score -4.872525e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115787 members 
Mstep: Class 2 contains 273421 members 
Entering Unmasked Estep 
Score: -48725208.000000 Penalty: 6384.447266
	Iteration 21Q: 3 clusters Score -4.872521e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115393 members 
Mstep: Class 2 contains 273815 members 
Entering Unmasked Estep 
Score: -48725160.000000 Penalty: 6384.447266
	Iteration 22Q: 3 clusters Score -4.872516e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 273912 members 
Entering Unmasked Estep 
Score: -48725064.000000 Penalty: 6384.447266
	Iteration 23Q: 3 clusters Score -4.872506e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 273861 members 
Entering Unmasked Estep 
Score: -48724984.000000 Penalty: 6384.447266
	Iteration 24Q: 3 clusters Score -4.872498e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 273573 members 
Entering Unmasked Estep 
Score: -48724996.000000 Penalty: 6384.447266
	Iteration 25Q: 3 clusters Score -4.8725e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115981 members 
Mstep: Class 2 contains 273227 members 
Entering Unmasked Estep 
Score: -48725004.000000 Penalty: 6384.447266
	Iteration 26Q: 3 clusters Score -4.8725e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 272648 members 
Entering Unmasked Estep 
Score: -48725184.000000 Penalty: 6384.447266
	Iteration 27Q: 3 clusters Score -4.872518e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 271972 members 
Entering Unmasked Estep 
Score: -48725424.000000 Penalty: 6384.447266
	Iteration 28Q: 3 clusters Score -4.872542e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 271184 members 
Entering Unmasked Estep 
Score: -48725692.000000 Penalty: 6384.447266
	Iteration 29Q: 3 clusters Score -4.872569e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 270311 members 
Entering Unmasked Estep 
Score: -48725828.000000 Penalty: 6384.447266
	Iteration 30Q: 3 clusters Score -4.872583e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 269425 members 
Entering Unmasked Estep 
Score: -48726284.000000 Penalty: 6384.447266
	Iteration 31Q: 3 clusters Score -4.872628e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 268519 members 
Entering Unmasked Estep 
Score: -48726144.000000 Penalty: 6384.447266
	Iteration 32Q: 3 clusters Score -4.872614e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 267575 members 
Entering Unmasked Estep 
Score: -48726220.000000 Penalty: 6384.447266
	Iteration 33Q: 3 clusters Score -4.872622e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 266557 members 
Entering Unmasked Estep 
Score: -48726144.000000 Penalty: 6384.447266
	Iteration 34Q: 3 clusters Score -4.872614e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123731 members 
Mstep: Class 2 contains 265477 members 
Entering Unmasked Estep 
Score: -48726172.000000 Penalty: 6384.447266
	Iteration 35Q: 3 clusters Score -4.872617e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 264366 members 
Entering Unmasked Estep 
Score: -48726068.000000 Penalty: 6384.447266
	Iteration 36Q: 3 clusters Score -4.872607e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 263202 members 
Entering Unmasked Estep 
Score: -48726084.000000 Penalty: 6384.447266
	Iteration 37Q: 3 clusters Score -4.872608e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 262019 members 
Entering Unmasked Estep 
Score: -48726188.000000 Penalty: 6384.447266
	Iteration 38Q: 3 clusters Score -4.872619e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 260794 members 
Entering Unmasked Estep 
Score: -48726244.000000 Penalty: 6384.447266
	Iteration 39Q: 3 clusters Score -4.872624e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 259466 members 
Entering Unmasked Estep 
Score: -48726444.000000 Penalty: 6384.447266
	Iteration 40F: 3 clusters Score -4.872644e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 258027 members 
Entering Unmasked Estep 
Score: -48726428.000000 Penalty: 6384.447266
	Iteration 41Q: 3 clusters Score -4.872643e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132599 members 
Mstep: Class 2 contains 256609 members 
Entering Unmasked Estep 
Score: -48726328.000000 Penalty: 6384.447266
	Iteration 42Q: 3 clusters Score -4.872633e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 255148 members 
Entering Unmasked Estep 
Score: -48726224.000000 Penalty: 6384.447266
	Iteration 43Q: 3 clusters Score -4.872622e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 253624 members 
Entering Unmasked Estep 
Score: -48726320.000000 Penalty: 6384.447266
	Iteration 44Q: 3 clusters Score -4.872632e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 252195 members 
Entering Unmasked Estep 
Score: -48726400.000000 Penalty: 6384.447266
	Iteration 45Q: 3 clusters Score -4.87264e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138385 members 
Mstep: Class 2 contains 250823 members 
Entering Unmasked Estep 
Score: -48726628.000000 Penalty: 6384.447266
	Iteration 46Q: 3 clusters Score -4.872663e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139603 members 
Mstep: Class 2 contains 249605 members 
Entering Unmasked Estep 
Score: -48726668.000000 Penalty: 6384.447266
	Iteration 47Q: 3 clusters Score -4.872667e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 248423 members 
Entering Unmasked Estep 
Score: -48726508.000000 Penalty: 6384.447266
	Iteration 48Q: 3 clusters Score -4.872651e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 247311 members 
Entering Unmasked Estep 
Score: -48726488.000000 Penalty: 6384.447266
	Iteration 49Q: 3 clusters Score -4.872649e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 246227 members 
Entering Unmasked Estep 
Score: -48726528.000000 Penalty: 6384.447266
	Iteration 50Q: 3 clusters Score -4.872653e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 245182 members 
Entering Unmasked Estep 
Score: -48726508.000000 Penalty: 6384.447266
	Iteration 51Q: 3 clusters Score -4.872651e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 244135 members 
Entering Unmasked Estep 
Score: -48726476.000000 Penalty: 6384.447266
	Iteration 52Q: 3 clusters Score -4.872648e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145986 members 
Mstep: Class 2 contains 243222 members 
Entering Unmasked Estep 
Score: -48726540.000000 Penalty: 6384.447266
	Iteration 53Q: 3 clusters Score -4.872654e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 242397 members 
Entering Unmasked Estep 
Score: -48726636.000000 Penalty: 6384.447266
	Iteration 54Q: 3 clusters Score -4.872664e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 241633 members 
Entering Unmasked Estep 
Score: -48726692.000000 Penalty: 6384.447266
	Iteration 55Q: 3 clusters Score -4.872669e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 240887 members 
Entering Unmasked Estep 
Score: -48726756.000000 Penalty: 6384.447266
	Iteration 56Q: 3 clusters Score -4.872676e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149073 members 
Mstep: Class 2 contains 240135 members 
Entering Unmasked Estep 
Score: -48726772.000000 Penalty: 6384.447266
	Iteration 57Q: 3 clusters Score -4.872677e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 239401 members 
Entering Unmasked Estep 
Score: -48726796.000000 Penalty: 6384.447266
	Iteration 58Q: 3 clusters Score -4.87268e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150516 members 
Mstep: Class 2 contains 238692 members 
Entering Unmasked Estep 
Score: -48726696.000000 Penalty: 6384.447266
	Iteration 59Q: 3 clusters Score -4.87267e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 237990 members 
Entering Unmasked Estep 
Score: -48726796.000000 Penalty: 6384.447266
	Iteration 60F: 3 clusters Score -4.87268e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 237297 members 
Entering Unmasked Estep 
Score: -48726844.000000 Penalty: 6384.447266
	Iteration 61Q: 3 clusters Score -4.872684e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152594 members 
Mstep: Class 2 contains 236614 members 
Entering Unmasked Estep 
Score: -48726808.000000 Penalty: 6384.447266
	Iteration 62Q: 3 clusters Score -4.872681e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 235937 members 
Entering Unmasked Estep 
Score: -48726768.000000 Penalty: 6384.447266
	Iteration 63Q: 3 clusters Score -4.872677e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 235298 members 
Entering Unmasked Estep 
Score: -48726684.000000 Penalty: 6384.447266
	Iteration 64Q: 3 clusters Score -4.872668e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154508 members 
Mstep: Class 2 contains 234700 members 
Entering Unmasked Estep 
Score: -48726680.000000 Penalty: 6384.447266
	Iteration 65Q: 3 clusters Score -4.872668e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 234153 members 
Entering Unmasked Estep 
Score: -48726668.000000 Penalty: 6384.447266
	Iteration 66Q: 3 clusters Score -4.872667e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 233582 members 
Entering Unmasked Estep 
Score: -48726656.000000 Penalty: 6384.447266
	Iteration 67Q: 3 clusters Score -4.872666e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156199 members 
Mstep: Class 2 contains 233009 members 
Entering Unmasked Estep 
Score: -48726700.000000 Penalty: 6384.447266
	Iteration 68Q: 3 clusters Score -4.87267e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 232380 members 
Entering Unmasked Estep 
Score: -48726724.000000 Penalty: 6384.447266
	Iteration 69Q: 3 clusters Score -4.872672e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 231784 members 
Entering Unmasked Estep 
Score: -48726780.000000 Penalty: 6384.447266
	Iteration 70Q: 3 clusters Score -4.872678e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 231179 members 
Entering Unmasked Estep 
Score: -48726676.000000 Penalty: 6384.447266
	Iteration 71Q: 3 clusters Score -4.872668e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -48726616.000000 Penalty: 6384.447266
	Iteration 72Q: 3 clusters Score -4.872662e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 230071 members 
Entering Unmasked Estep 
Score: -48726632.000000 Penalty: 6384.447266
	Iteration 73Q: 3 clusters Score -4.872663e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159713 members 
Mstep: Class 2 contains 229495 members 
Entering Unmasked Estep 
Score: -48726600.000000 Penalty: 6384.447266
	Iteration 74Q: 3 clusters Score -4.87266e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 228949 members 
Entering Unmasked Estep 
Score: -48726516.000000 Penalty: 6384.447266
	Iteration 75Q: 3 clusters Score -4.872652e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160798 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -48726524.000000 Penalty: 6384.447266
	Iteration 76Q: 3 clusters Score -4.872652e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161364 members 
Mstep: Class 2 contains 227844 members 
Entering Unmasked Estep 
Score: -48726336.000000 Penalty: 6384.447266
	Iteration 77Q: 3 clusters Score -4.872634e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161910 members 
Mstep: Class 2 contains 227298 members 
Entering Unmasked Estep 
Score: -48726256.000000 Penalty: 6384.447266
	Iteration 78Q: 3 clusters Score -4.872626e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 226724 members 
Entering Unmasked Estep 
Score: -48726308.000000 Penalty: 6384.447266
	Iteration 79Q: 3 clusters Score -4.872631e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163067 members 
Mstep: Class 2 contains 226141 members 
Entering Unmasked Estep 
Score: -48726336.000000 Penalty: 6384.447266
	Iteration 80F: 3 clusters Score -4.872634e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163660 members 
Mstep: Class 2 contains 225548 members 
Entering Unmasked Estep 
Score: -48726316.000000 Penalty: 6384.447266
	Iteration 81Q: 3 clusters Score -4.872632e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -48726188.000000 Penalty: 6384.447266
	Iteration 82Q: 3 clusters Score -4.872619e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 224329 members 
Entering Unmasked Estep 
Score: -48726268.000000 Penalty: 6384.447266
	Iteration 83Q: 3 clusters Score -4.872627e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 223652 members 
Entering Unmasked Estep 
Score: -48726076.000000 Penalty: 6384.447266
	Iteration 84Q: 3 clusters Score -4.872608e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 222965 members 
Entering Unmasked Estep 
Score: -48726036.000000 Penalty: 6384.447266
	Iteration 85Q: 3 clusters Score -4.872604e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 222282 members 
Entering Unmasked Estep 
Score: -48725980.000000 Penalty: 6384.447266
	Iteration 86Q: 3 clusters Score -4.872598e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167609 members 
Mstep: Class 2 contains 221599 members 
Entering Unmasked Estep 
Score: -48726008.000000 Penalty: 6384.447266
	Iteration 87Q: 3 clusters Score -4.872601e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 220832 members 
Entering Unmasked Estep 
Score: -48726084.000000 Penalty: 6384.447266
	Iteration 88Q: 3 clusters Score -4.872608e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 219972 members 
Entering Unmasked Estep 
Score: -48726180.000000 Penalty: 6384.447266
	Iteration 89Q: 3 clusters Score -4.872618e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 219044 members 
Entering Unmasked Estep 
Score: -48726256.000000 Penalty: 6384.447266
	Iteration 90Q: 3 clusters Score -4.872626e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 217959 members 
Entering Unmasked Estep 
Score: -48726272.000000 Penalty: 6384.447266
	Iteration 91Q: 3 clusters Score -4.872627e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 216777 members 
Entering Unmasked Estep 
Score: -48726308.000000 Penalty: 6384.447266
	Iteration 92Q: 3 clusters Score -4.872631e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 215578 members 
Entering Unmasked Estep 
Score: -48726344.000000 Penalty: 6384.447266
	Iteration 93Q: 3 clusters Score -4.872634e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 214380 members 
Entering Unmasked Estep 
Score: -48726468.000000 Penalty: 6384.447266
	Iteration 94Q: 3 clusters Score -4.872647e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 213146 members 
Entering Unmasked Estep 
Score: -48726332.000000 Penalty: 6384.447266
	Iteration 95Q: 3 clusters Score -4.872633e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177288 members 
Mstep: Class 2 contains 211920 members 
Entering Unmasked Estep 
Score: -48726448.000000 Penalty: 6384.447266
	Iteration 96Q: 3 clusters Score -4.872645e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 210646 members 
Entering Unmasked Estep 
Score: -48726584.000000 Penalty: 6384.447266
	Iteration 97Q: 3 clusters Score -4.872658e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179822 members 
Mstep: Class 2 contains 209386 members 
Entering Unmasked Estep 
Score: -48726520.000000 Penalty: 6384.447266
	Iteration 98Q: 3 clusters Score -4.872652e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 208109 members 
Entering Unmasked Estep 
Score: -48726624.000000 Penalty: 6384.447266
	Iteration 99Q: 3 clusters Score -4.872662e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 206668 members 
Entering Unmasked Estep 
Score: -48726548.000000 Penalty: 6384.447266
	Iteration 100F: 3 clusters Score -4.872655e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 205091 members 
Entering Unmasked Estep 
Score: -48726652.000000 Penalty: 6384.447266
	Iteration 101Q: 3 clusters Score -4.872665e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185748 members 
Mstep: Class 2 contains 203460 members 
Entering Unmasked Estep 
Score: -48726764.000000 Penalty: 6384.447266
	Iteration 102Q: 3 clusters Score -4.872676e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 201656 members 
Entering Unmasked Estep 
Score: -48726848.000000 Penalty: 6384.447266
	Iteration 103Q: 3 clusters Score -4.872685e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 199688 members 
Entering Unmasked Estep 
Score: -48726908.000000 Penalty: 6384.447266
	Iteration 104Q: 3 clusters Score -4.872691e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191547 members 
Mstep: Class 2 contains 197661 members 
Entering Unmasked Estep 
Score: -48726760.000000 Penalty: 6384.447266
	Iteration 105Q: 3 clusters Score -4.872676e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193693 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -48726924.000000 Penalty: 6384.447266
	Iteration 106Q: 3 clusters Score -4.872692e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195874 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -48726832.000000 Penalty: 6384.447266
	Iteration 107Q: 3 clusters Score -4.872683e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198120 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -48726808.000000 Penalty: 6384.447266
	Iteration 108Q: 3 clusters Score -4.872681e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200544 members 
Mstep: Class 2 contains 188664 members 
Entering Unmasked Estep 
Score: -48726868.000000 Penalty: 6384.447266
	Iteration 109Q: 3 clusters Score -4.872687e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203230 members 
Mstep: Class 2 contains 185978 members 
Entering Unmasked Estep 
Score: -48726880.000000 Penalty: 6384.447266
	Iteration 110Q: 3 clusters Score -4.872688e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206063 members 
Mstep: Class 2 contains 183145 members 
Entering Unmasked Estep 
Score: -48727216.000000 Penalty: 6384.447266
	Iteration 111Q: 3 clusters Score -4.872722e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209043 members 
Mstep: Class 2 contains 180165 members 
Entering Unmasked Estep 
Score: -48727540.000000 Penalty: 6384.447266
	Iteration 112Q: 3 clusters Score -4.872754e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212320 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -48727552.000000 Penalty: 6384.447266
	Iteration 113Q: 3 clusters Score -4.872755e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215783 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -48727540.000000 Penalty: 6384.447266
	Iteration 114Q: 3 clusters Score -4.872754e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219505 members 
Mstep: Class 2 contains 169703 members 
Entering Unmasked Estep 
Score: -48727924.000000 Penalty: 6384.447266
	Iteration 115Q: 3 clusters Score -4.872792e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223439 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -48728396.000000 Penalty: 6384.447266
	Iteration 116Q: 3 clusters Score -4.87284e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227621 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -48728896.000000 Penalty: 6384.447266
	Iteration 117Q: 3 clusters Score -4.87289e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232169 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -48729224.000000 Penalty: 6384.447266
	Iteration 118Q: 3 clusters Score -4.872922e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237358 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -48729908.000000 Penalty: 6384.447266
	Iteration 119Q: 3 clusters Score -4.872991e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242986 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -48729996.000000 Penalty: 6384.447266
	Iteration 120F: 3 clusters Score -4.873e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249140 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -48729812.000000 Penalty: 6384.447266
	Iteration 121Q: 3 clusters Score -4.872981e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255654 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -48729856.000000 Penalty: 6384.447266
	Iteration 122Q: 3 clusters Score -4.872986e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262399 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -48729632.000000 Penalty: 6384.447266
	Iteration 123Q: 3 clusters Score -4.872963e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268942 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -48729752.000000 Penalty: 6384.447266
	Iteration 124Q: 3 clusters Score -4.872975e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275487 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -48729296.000000 Penalty: 6384.447266
	Iteration 125Q: 3 clusters Score -4.87293e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282075 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -48729448.000000 Penalty: 6384.447266
	Iteration 126Q: 3 clusters Score -4.872945e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288367 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -48729684.000000 Penalty: 6384.447266
	Iteration 127Q: 3 clusters Score -4.872968e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294279 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -48729732.000000 Penalty: 6384.447266
	Iteration 128Q: 3 clusters Score -4.872973e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299739 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -48729592.000000 Penalty: 6384.447266
	Iteration 129Q: 3 clusters Score -4.872959e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304675 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -48730092.000000 Penalty: 6384.447266
	Iteration 130Q: 3 clusters Score -4.873009e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309193 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -48730400.000000 Penalty: 6384.447266
	Iteration 131Q: 3 clusters Score -4.87304e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313352 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -48730436.000000 Penalty: 6384.447266
	Iteration 132Q: 3 clusters Score -4.873044e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317007 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -48730696.000000 Penalty: 6384.447266
	Iteration 133Q: 3 clusters Score -4.87307e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320347 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -48730592.000000 Penalty: 6384.447266
	Iteration 134Q: 3 clusters Score -4.873059e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323518 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -48730720.000000 Penalty: 6384.447266
	Iteration 135Q: 3 clusters Score -4.873072e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326330 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -48730624.000000 Penalty: 6384.447266
	Iteration 136Q: 3 clusters Score -4.873062e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328886 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -48731012.000000 Penalty: 6384.447266
	Iteration 137Q: 3 clusters Score -4.873101e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331325 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -48731860.000000 Penalty: 6384.447266
	Iteration 138Q: 3 clusters Score -4.873186e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333783 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -48732608.000000 Penalty: 6384.447266
	Iteration 139Q: 3 clusters Score -4.873261e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336230 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -48733620.000000 Penalty: 6384.447266
	Iteration 140F: 3 clusters Score -4.873362e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338832 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -48734276.000000 Penalty: 6384.447266
	Iteration 141Q: 3 clusters Score -4.873428e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341399 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -48735060.000000 Penalty: 6384.447266
	Iteration 142Q: 3 clusters Score -4.873506e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343956 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -48736240.000000 Penalty: 6384.447266
	Iteration 143Q: 3 clusters Score -4.873624e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346398 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -48737388.000000 Penalty: 6384.447266
	Iteration 144Q: 3 clusters Score -4.873739e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348795 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -48738156.000000 Penalty: 6384.447266
	Iteration 145Q: 3 clusters Score -4.873816e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351200 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -48739040.000000 Penalty: 6384.447266
	Iteration 146Q: 3 clusters Score -4.873904e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353542 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -48739584.000000 Penalty: 6384.447266
	Iteration 147Q: 3 clusters Score -4.873958e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355757 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -48740000.000000 Penalty: 6384.447266
	Iteration 148Q: 3 clusters Score -4.874e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357905 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -48740448.000000 Penalty: 6384.447266
	Iteration 149Q: 3 clusters Score -4.874045e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359902 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -48740584.000000 Penalty: 6384.447266
	Iteration 150Q: 3 clusters Score -4.874058e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361745 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -48740740.000000 Penalty: 6384.447266
	Iteration 151Q: 3 clusters Score -4.874074e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363483 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -48740948.000000 Penalty: 6384.447266
	Iteration 152Q: 3 clusters Score -4.874095e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365186 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -48741208.000000 Penalty: 6384.447266
	Iteration 153Q: 3 clusters Score -4.874121e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366853 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -48741272.000000 Penalty: 6384.447266
	Iteration 154Q: 3 clusters Score -4.874127e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368337 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -48741692.000000 Penalty: 6384.447266
	Iteration 155Q: 3 clusters Score -4.874169e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369735 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -48741888.000000 Penalty: 6384.447266
	Iteration 156Q: 3 clusters Score -4.874189e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371013 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -48742244.000000 Penalty: 6384.447266
	Iteration 157Q: 3 clusters Score -4.874224e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372223 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -48742632.000000 Penalty: 6384.447266
	Iteration 158Q: 3 clusters Score -4.874263e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373318 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -48743100.000000 Penalty: 6384.447266
	Iteration 159Q: 3 clusters Score -4.87431e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374276 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -48743364.000000 Penalty: 6384.447266
	Iteration 160F: 3 clusters Score -4.874336e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375063 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -48743552.000000 Penalty: 6384.447266
	Iteration 161Q: 3 clusters Score -4.874355e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375703 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -48743608.000000 Penalty: 6384.447266
	Iteration 162Q: 3 clusters Score -4.874361e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376248 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 163Q: 3 clusters Score -4.874379e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376675 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -48743868.000000 Penalty: 6384.447266
	Iteration 164Q: 3 clusters Score -4.874387e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377041 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -48743908.000000 Penalty: 6384.447266
	Iteration 165Q: 3 clusters Score -4.874391e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377341 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -48743884.000000 Penalty: 6384.447266
	Iteration 166Q: 3 clusters Score -4.874388e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377589 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -48743952.000000 Penalty: 6384.447266
	Iteration 167Q: 3 clusters Score -4.874395e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377823 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -48744024.000000 Penalty: 6384.447266
	Iteration 168Q: 3 clusters Score -4.874402e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378031 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -48743980.000000 Penalty: 6384.447266
	Iteration 169Q: 3 clusters Score -4.874398e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378210 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -48744048.000000 Penalty: 6384.447266
	Iteration 170Q: 3 clusters Score -4.874405e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378367 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -48744036.000000 Penalty: 6384.447266
	Iteration 171Q: 3 clusters Score -4.874404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378511 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -48743948.000000 Penalty: 6384.447266
	Iteration 172Q: 3 clusters Score -4.874395e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378635 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -48743892.000000 Penalty: 6384.447266
	Iteration 173Q: 3 clusters Score -4.874389e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378733 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -48743864.000000 Penalty: 6384.447266
	Iteration 174Q: 3 clusters Score -4.874386e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378820 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -48743884.000000 Penalty: 6384.447266
	Iteration 175Q: 3 clusters Score -4.874388e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378893 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -48743848.000000 Penalty: 6384.447266
	Iteration 176Q: 3 clusters Score -4.874385e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378959 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -48743848.000000 Penalty: 6384.447266
	Iteration 177Q: 3 clusters Score -4.874385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379018 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -48743840.000000 Penalty: 6384.447266
	Iteration 178Q: 3 clusters Score -4.874384e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379077 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -48743836.000000 Penalty: 6384.447266
	Iteration 179Q: 3 clusters Score -4.874384e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379142 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -48743892.000000 Penalty: 6384.447266
	Iteration 180F: 3 clusters Score -4.874389e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379190 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -48743840.000000 Penalty: 6384.447266
	Iteration 181Q: 3 clusters Score -4.874384e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379244 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -48743828.000000 Penalty: 6384.447266
	Iteration 182Q: 3 clusters Score -4.874383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379284 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -48743892.000000 Penalty: 6384.447266
	Iteration 183Q: 3 clusters Score -4.874389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379327 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -48743868.000000 Penalty: 6384.447266
	Iteration 184Q: 3 clusters Score -4.874387e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379381 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -48743856.000000 Penalty: 6384.447266
	Iteration 185Q: 3 clusters Score -4.874386e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379425 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -48743884.000000 Penalty: 6384.447266
	Iteration 186Q: 3 clusters Score -4.874388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379464 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -48743828.000000 Penalty: 6384.447266
	Iteration 187Q: 3 clusters Score -4.874383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379501 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -48743852.000000 Penalty: 6384.447266
	Iteration 188Q: 3 clusters Score -4.874385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379535 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -48743844.000000 Penalty: 6384.447266
	Iteration 189Q: 3 clusters Score -4.874384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379572 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 190Q: 3 clusters Score -4.874379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379612 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -48743736.000000 Penalty: 6384.447266
	Iteration 191Q: 3 clusters Score -4.874374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379640 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -48743748.000000 Penalty: 6384.447266
	Iteration 192Q: 3 clusters Score -4.874375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379665 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -48743748.000000 Penalty: 6384.447266
	Iteration 193Q: 3 clusters Score -4.874375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379682 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -48743744.000000 Penalty: 6384.447266
	Iteration 194Q: 3 clusters Score -4.874374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379693 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -48743764.000000 Penalty: 6384.447266
	Iteration 195Q: 3 clusters Score -4.874376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379704 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -48743764.000000 Penalty: 6384.447266
	Iteration 196Q: 3 clusters Score -4.874376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379723 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 197Q: 3 clusters Score -4.874379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379745 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -48743796.000000 Penalty: 6384.447266
	Iteration 198Q: 3 clusters Score -4.87438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379773 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -48743780.000000 Penalty: 6384.447266
	Iteration 199Q: 3 clusters Score -4.874378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379792 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 200F: 3 clusters Score -4.874379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379813 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 201Q: 3 clusters Score -4.874379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379831 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -48743804.000000 Penalty: 6384.447266
	Iteration 202Q: 3 clusters Score -4.87438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379844 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 203Q: 3 clusters Score -4.874379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379856 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -48743792.000000 Penalty: 6384.447266
	Iteration 204Q: 3 clusters Score -4.874379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379870 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -48743788.000000 Penalty: 6384.447266
	Iteration 205Q: 3 clusters Score -4.874379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379882 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -48743780.000000 Penalty: 6384.447266
	Iteration 206Q: 3 clusters Score -4.874378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379897 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -48743748.000000 Penalty: 6384.447266
	Iteration 207Q: 3 clusters Score -4.874375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379913 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -48743764.000000 Penalty: 6384.447266
	Iteration 208Q: 3 clusters Score -4.874376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379928 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -48743748.000000 Penalty: 6384.447266
	Iteration 209Q: 3 clusters Score -4.874375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379939 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -48743776.000000 Penalty: 6384.447266
	Iteration 210Q: 3 clusters Score -4.874378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379947 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -48743756.000000 Penalty: 6384.447266
	Iteration 211Q: 3 clusters Score -4.874376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379954 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -48743768.000000 Penalty: 6384.447266
	Iteration 212Q: 3 clusters Score -4.874377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379961 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -48743772.000000 Penalty: 6384.447266
	Iteration 213Q: 3 clusters Score -4.874377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379970 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -48743768.000000 Penalty: 6384.447266
	Iteration 214Q: 3 clusters Score -4.874377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379983 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -48743768.000000 Penalty: 6384.447266
	Iteration 215Q: 3 clusters Score -4.874377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379985 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -48743756.000000 Penalty: 6384.447266
	Iteration 216Q: 3 clusters Score -4.874376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379988 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -48743752.000000 Penalty: 6384.447266
	Iteration 217Q: 3 clusters Score -4.874375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379988 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -48743752.000000 Penalty: 6384.447266
	Iteration 218F: 3 clusters Score -4.874375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 379988 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2190 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4832 members 
Mstep: Class 39 contains 9220 members 
Entering Unmasked Estep 
Score: -141947328.000000 Penalty: 135147.703125
Splitting cluster 21 changes total score from -141938096.000000 to -141947328.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (71649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Entering Unmasked Estep 
Score: -8850004.000000 Penalty: 2772.524658
	Iteration 0F: 2 clusters Score -8850004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -8802115.000000 Penalty: 5545.049316
	Iteration 0F: 3 clusters Score -8802115 nChanged 33563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8821057.000000 Penalty: 5545.049316
	Iteration 1F: 3 clusters Score -8821057 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -8821804.000000 Penalty: 5545.049316
	Iteration 2Q: 3 clusters Score -8821804 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -8822773.000000 Penalty: 5545.049316
	Iteration 3Q: 3 clusters Score -8822773 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -8824068.000000 Penalty: 5545.049316
	Iteration 4Q: 3 clusters Score -8824068 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -8825908.000000 Penalty: 5545.049316
	Iteration 5F: 3 clusters Score -8825908 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8828550.000000 Penalty: 5545.049316
	Iteration 6F: 3 clusters Score -8828550 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -8832315.000000 Penalty: 5545.049316
	Iteration 7F: 3 clusters Score -8832315 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -8836923.000000 Penalty: 5545.049316
	Iteration 8F: 3 clusters Score -8836923 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8841392.000000 Penalty: 5545.049316
	Iteration 9F: 3 clusters Score -8841392 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8844616.000000 Penalty: 5545.049316
	Iteration 10F: 3 clusters Score -8844616 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8846277.000000 Penalty: 5545.049316
	Iteration 11Q: 3 clusters Score -8846277 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8846986.000000 Penalty: 5545.049316
	Iteration 12Q: 3 clusters Score -8846986 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8847351.000000 Penalty: 5545.049316
	Iteration 13Q: 3 clusters Score -8847351 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8847553.000000 Penalty: 5545.049316
	Iteration 14Q: 3 clusters Score -8847553 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8847636.000000 Penalty: 5545.049316
	Iteration 15Q: 3 clusters Score -8847636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8847689.000000 Penalty: 5545.049316
	Iteration 16Q: 3 clusters Score -8847689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8847721.000000 Penalty: 5545.049316
	Iteration 17Q: 3 clusters Score -8847721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8847766.000000 Penalty: 5545.049316
	Iteration 18Q: 3 clusters Score -8847766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8847779.000000 Penalty: 5545.049316
	Iteration 19Q: 3 clusters Score -8847779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8847805.000000 Penalty: 5545.049316
	Iteration 20F: 3 clusters Score -8847805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8847824.000000 Penalty: 5545.049316
	Iteration 21Q: 3 clusters Score -8847824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8847826.000000 Penalty: 5545.049316
	Iteration 22Q: 3 clusters Score -8847826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8847835.000000 Penalty: 5545.049316
	Iteration 23Q: 3 clusters Score -8847835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8847848.000000 Penalty: 5545.049316
	Iteration 24Q: 3 clusters Score -8847848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8847836.000000 Penalty: 5545.049316
	Iteration 25Q: 3 clusters Score -8847836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8847847.000000 Penalty: 5545.049316
	Iteration 26Q: 3 clusters Score -8847847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8847851.000000 Penalty: 5545.049316
	Iteration 27Q: 3 clusters Score -8847851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8847858.000000 Penalty: 5545.049316
	Iteration 28Q: 3 clusters Score -8847858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8847858.000000 Penalty: 5545.049316
	Iteration 29F: 3 clusters Score -8847858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Entering Unmasked Estep 
Score: -1531035.125000 Penalty: 2329.916748
	Iteration 0F: 2 clusters Score -1531035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1522070.625000 Penalty: 4659.833496
	Iteration 0F: 3 clusters Score -1522071 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1525037.250000 Penalty: 4659.833496
	Iteration 1F: 3 clusters Score -1525037 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1525530.250000 Penalty: 4659.833496
	Iteration 2F: 3 clusters Score -1525530 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1526038.750000 Penalty: 4659.833496
	Iteration 3F: 3 clusters Score -1526039 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1526678.875000 Penalty: 4659.833496
	Iteration 4F: 3 clusters Score -1526679 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1527479.250000 Penalty: 4659.833496
	Iteration 5F: 3 clusters Score -1527479 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1528287.500000 Penalty: 4659.833496
	Iteration 6F: 3 clusters Score -1528288 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1528968.750000 Penalty: 4659.833496
	Iteration 7F: 3 clusters Score -1528969 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1529469.250000 Penalty: 4659.833496
	Iteration 8F: 3 clusters Score -1529469 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1529800.125000 Penalty: 4659.833496
	Iteration 9Q: 3 clusters Score -1529800 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1530021.125000 Penalty: 4659.833496
	Iteration 10Q: 3 clusters Score -1530021 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1530146.625000 Penalty: 4659.833496
	Iteration 11Q: 3 clusters Score -1530147 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1530236.125000 Penalty: 4659.833496
	Iteration 12Q: 3 clusters Score -1530236 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1530307.250000 Penalty: 4659.833496
	Iteration 13Q: 3 clusters Score -1530307 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1530366.125000 Penalty: 4659.833496
	Iteration 14Q: 3 clusters Score -1530366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1530412.500000 Penalty: 4659.833496
	Iteration 15Q: 3 clusters Score -1530412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1530442.875000 Penalty: 4659.833496
	Iteration 16Q: 3 clusters Score -1530443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1530455.375000 Penalty: 4659.833496
	Iteration 17Q: 3 clusters Score -1530455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1530470.750000 Penalty: 4659.833496
	Iteration 18Q: 3 clusters Score -1530471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1530480.875000 Penalty: 4659.833496
	Iteration 19Q: 3 clusters Score -1530481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1530485.625000 Penalty: 4659.833496
	Iteration 20F: 3 clusters Score -1530486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1530489.875000 Penalty: 4659.833496
	Iteration 21Q: 3 clusters Score -1530490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1530497.250000 Penalty: 4659.833496
	Iteration 22Q: 3 clusters Score -1530497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1530501.000000 Penalty: 4659.833496
	Iteration 23Q: 3 clusters Score -1530501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1530503.125000 Penalty: 4659.833496
	Iteration 24Q: 3 clusters Score -1530503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1530507.375000 Penalty: 4659.833496
	Iteration 25Q: 3 clusters Score -1530507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1530507.875000 Penalty: 4659.833496
	Iteration 26Q: 3 clusters Score -1530508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1530507.250000 Penalty: 4659.833496
	Iteration 27Q: 3 clusters Score -1530507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1530504.375000 Penalty: 4659.833496
	Iteration 28Q: 3 clusters Score -1530504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1530506.875000 Penalty: 4659.833496
	Iteration 29Q: 3 clusters Score -1530507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1530507.875000 Penalty: 4659.833496
	Iteration 30Q: 3 clusters Score -1530508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1530511.000000 Penalty: 4659.833496
	Iteration 31Q: 3 clusters Score -1530511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1530509.000000 Penalty: 4659.833496
	Iteration 32Q: 3 clusters Score -1530509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1530513.375000 Penalty: 4659.833496
	Iteration 33Q: 3 clusters Score -1530513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1530512.500000 Penalty: 4659.833496
	Iteration 34Q: 3 clusters Score -1530512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1530515.875000 Penalty: 4659.833496
	Iteration 35Q: 3 clusters Score -1530516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1530521.375000 Penalty: 4659.833496
	Iteration 36Q: 3 clusters Score -1530521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1530521.000000 Penalty: 4659.833496
	Iteration 37Q: 3 clusters Score -1530521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1530522.125000 Penalty: 4659.833496
	Iteration 38Q: 3 clusters Score -1530522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1530521.500000 Penalty: 4659.833496
	Iteration 39Q: 3 clusters Score -1530522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1530521.500000 Penalty: 4659.833496
	Iteration 40F: 3 clusters Score -1530522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -203832.343750 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -203832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -201438.218750 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -201438.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -203524.406250 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -203524.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -204667.812500 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -204667.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -204964.687500 Penalty: 3768.805908
	Iteration 3F: 3 clusters Score -204964.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -205066.093750 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -205066.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -205105.734375 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -205105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -205121.531250 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -205121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -205139.890625 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -205139.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -205164.000000 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -205164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -205189.203125 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -205189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -205219.062500 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -205219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -205291.500000 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -205291.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -205371.875000 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -205371.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205422.890625 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -205422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -205437.109375 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -205437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -205438.921875 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -205438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -205442.828125 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -205442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -205445.828125 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -205445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -205450.281250 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -205450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -205452.515625 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -205452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -205454.656250 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -205454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205456.187500 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -205456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205456.187500 Penalty: 3768.805908
	Iteration 22F: 3 clusters Score -205456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 379988 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Mstep: Class 34 contains 465 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2190 members 
Mstep: Class 37 contains 1167 members 
Mstep: Class 38 contains 4832 members 
Mstep: Class 39 contains 9220 members 
Mstep: Class 40 contains 1457 members 
Entering Unmasked Estep 
Score: -141949296.000000 Penalty: 138613.031250
Splitting cluster 24 changes total score from -141938096.000000 to -141949296.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (17272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Entering Unmasked Estep 
Score: -1971940.625000 Penalty: 2419.696777
	Iteration 0F: 2 clusters Score -1971941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1959570.750000 Penalty: 4839.393555
	Iteration 0F: 3 clusters Score -1959571 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1963799.500000 Penalty: 4839.393555
	Iteration 1F: 3 clusters Score -1963800 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1964468.125000 Penalty: 4839.393555
	Iteration 2F: 3 clusters Score -1964468 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1965166.875000 Penalty: 4839.393555
	Iteration 3F: 3 clusters Score -1965167 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1965835.250000 Penalty: 4839.393555
	Iteration 4F: 3 clusters Score -1965835 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1966381.500000 Penalty: 4839.393555
	Iteration 5F: 3 clusters Score -1966382 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1966851.125000 Penalty: 4839.393555
	Iteration 6F: 3 clusters Score -1966851 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1967277.375000 Penalty: 4839.393555
	Iteration 7Q: 3 clusters Score -1967277 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1967595.875000 Penalty: 4839.393555
	Iteration 8Q: 3 clusters Score -1967596 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1967843.000000 Penalty: 4839.393555
	Iteration 9Q: 3 clusters Score -1967843 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1968059.625000 Penalty: 4839.393555
	Iteration 10Q: 3 clusters Score -1968060 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1968234.750000 Penalty: 4839.393555
	Iteration 11Q: 3 clusters Score -1968235 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1968419.125000 Penalty: 4839.393555
	Iteration 12Q: 3 clusters Score -1968419 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1968577.875000 Penalty: 4839.393555
	Iteration 13Q: 3 clusters Score -1968578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1968729.000000 Penalty: 4839.393555
	Iteration 14Q: 3 clusters Score -1968729 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1968883.750000 Penalty: 4839.393555
	Iteration 15Q: 3 clusters Score -1968884 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1969003.625000 Penalty: 4839.393555
	Iteration 16Q: 3 clusters Score -1969004 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1969099.000000 Penalty: 4839.393555
	Iteration 17Q: 3 clusters Score -1969099 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1969188.875000 Penalty: 4839.393555
	Iteration 18Q: 3 clusters Score -1969189 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1969261.750000 Penalty: 4839.393555
	Iteration 19Q: 3 clusters Score -1969262 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1969332.500000 Penalty: 4839.393555
	Iteration 20F: 3 clusters Score -1969332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1969392.000000 Penalty: 4839.393555
	Iteration 21Q: 3 clusters Score -1969392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1969448.750000 Penalty: 4839.393555
	Iteration 22Q: 3 clusters Score -1969449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1969500.250000 Penalty: 4839.393555
	Iteration 23Q: 3 clusters Score -1969500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1969551.875000 Penalty: 4839.393555
	Iteration 24Q: 3 clusters Score -1969552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1969601.000000 Penalty: 4839.393555
	Iteration 25Q: 3 clusters Score -1969601 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1969629.875000 Penalty: 4839.393555
	Iteration 26Q: 3 clusters Score -1969630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1969657.875000 Penalty: 4839.393555
	Iteration 27Q: 3 clusters Score -1969658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1969686.250000 Penalty: 4839.393555
	Iteration 28Q: 3 clusters Score -1969686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1969714.875000 Penalty: 4839.393555
	Iteration 29Q: 3 clusters Score -1969715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1969744.500000 Penalty: 4839.393555
	Iteration 30Q: 3 clusters Score -1969744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1969772.625000 Penalty: 4839.393555
	Iteration 31Q: 3 clusters Score -1969773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1969784.750000 Penalty: 4839.393555
	Iteration 32Q: 3 clusters Score -1969785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1969808.000000 Penalty: 4839.393555
	Iteration 33Q: 3 clusters Score -1969808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1969833.875000 Penalty: 4839.393555
	Iteration 34Q: 3 clusters Score -1969834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1969859.625000 Penalty: 4839.393555
	Iteration 35Q: 3 clusters Score -1969860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1969875.500000 Penalty: 4839.393555
	Iteration 36Q: 3 clusters Score -1969876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1969896.125000 Penalty: 4839.393555
	Iteration 37Q: 3 clusters Score -1969896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1969912.625000 Penalty: 4839.393555
	Iteration 38Q: 3 clusters Score -1969913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1969934.875000 Penalty: 4839.393555
	Iteration 39Q: 3 clusters Score -1969935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1969943.875000 Penalty: 4839.393555
	Iteration 40F: 3 clusters Score -1969944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1969955.875000 Penalty: 4839.393555
	Iteration 41Q: 3 clusters Score -1969956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1969963.500000 Penalty: 4839.393555
	Iteration 42Q: 3 clusters Score -1969964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1969973.625000 Penalty: 4839.393555
	Iteration 43Q: 3 clusters Score -1969974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1969978.125000 Penalty: 4839.393555
	Iteration 44Q: 3 clusters Score -1969978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1969977.750000 Penalty: 4839.393555
	Iteration 45Q: 3 clusters Score -1969978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1969984.375000 Penalty: 4839.393555
	Iteration 46Q: 3 clusters Score -1969984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1969991.000000 Penalty: 4839.393555
	Iteration 47Q: 3 clusters Score -1969991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1969989.750000 Penalty: 4839.393555
	Iteration 48Q: 3 clusters Score -1969990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1969992.500000 Penalty: 4839.393555
	Iteration 49Q: 3 clusters Score -1969992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1969997.250000 Penalty: 4839.393555
	Iteration 50Q: 3 clusters Score -1969997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1970001.875000 Penalty: 4839.393555
	Iteration 51Q: 3 clusters Score -1970002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1970003.125000 Penalty: 4839.393555
	Iteration 52Q: 3 clusters Score -1970003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1970008.875000 Penalty: 4839.393555
	Iteration 53Q: 3 clusters Score -1970009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1970010.250000 Penalty: 4839.393555
	Iteration 54Q: 3 clusters Score -1970010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1970011.625000 Penalty: 4839.393555
	Iteration 55Q: 3 clusters Score -1970012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1970012.500000 Penalty: 4839.393555
	Iteration 56Q: 3 clusters Score -1970012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1970013.875000 Penalty: 4839.393555
	Iteration 57Q: 3 clusters Score -1970014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1970015.500000 Penalty: 4839.393555
	Iteration 58Q: 3 clusters Score -1970016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1970015.875000 Penalty: 4839.393555
	Iteration 59Q: 3 clusters Score -1970016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1970016.750000 Penalty: 4839.393555
	Iteration 60F: 3 clusters Score -1970017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1970014.750000 Penalty: 4839.393555
	Iteration 61Q: 3 clusters Score -1970015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1970014.750000 Penalty: 4839.393555
	Iteration 62F: 3 clusters Score -1970015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -1491976.000000 Penalty: 2335.221436
	Iteration 0F: 2 clusters Score -1491976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1482846.250000 Penalty: 4670.442871
	Iteration 0F: 3 clusters Score -1482846 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1485670.250000 Penalty: 4670.442871
	Iteration 1F: 3 clusters Score -1485670 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1486219.375000 Penalty: 4670.442871
	Iteration 2F: 3 clusters Score -1486219 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1486965.875000 Penalty: 4670.442871
	Iteration 3F: 3 clusters Score -1486966 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1487735.625000 Penalty: 4670.442871
	Iteration 4F: 3 clusters Score -1487736 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1488481.250000 Penalty: 4670.442871
	Iteration 5F: 3 clusters Score -1488481 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1489183.750000 Penalty: 4670.442871
	Iteration 6F: 3 clusters Score -1489184 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1489779.750000 Penalty: 4670.442871
	Iteration 7F: 3 clusters Score -1489780 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1490274.750000 Penalty: 4670.442871
	Iteration 8F: 3 clusters Score -1490275 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1490661.250000 Penalty: 4670.442871
	Iteration 9Q: 3 clusters Score -1490661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1490903.125000 Penalty: 4670.442871
	Iteration 10Q: 3 clusters Score -1490903 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1491090.375000 Penalty: 4670.442871
	Iteration 11Q: 3 clusters Score -1491090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1491215.375000 Penalty: 4670.442871
	Iteration 12Q: 3 clusters Score -1491215 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1491307.500000 Penalty: 4670.442871
	Iteration 13Q: 3 clusters Score -1491308 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1491370.500000 Penalty: 4670.442871
	Iteration 14Q: 3 clusters Score -1491370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1491423.250000 Penalty: 4670.442871
	Iteration 15Q: 3 clusters Score -1491423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1491466.000000 Penalty: 4670.442871
	Iteration 16Q: 3 clusters Score -1491466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1491497.250000 Penalty: 4670.442871
	Iteration 17Q: 3 clusters Score -1491497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1491514.250000 Penalty: 4670.442871
	Iteration 18Q: 3 clusters Score -1491514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1491527.125000 Penalty: 4670.442871
	Iteration 19Q: 3 clusters Score -1491527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1491528.125000 Penalty: 4670.442871
	Iteration 20F: 3 clusters Score -1491528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1491532.750000 Penalty: 4670.442871
	Iteration 21Q: 3 clusters Score -1491533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1491539.375000 Penalty: 4670.442871
	Iteration 22Q: 3 clusters Score -1491539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1491544.375000 Penalty: 4670.442871
	Iteration 23Q: 3 clusters Score -1491544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1491550.750000 Penalty: 4670.442871
	Iteration 24Q: 3 clusters Score -1491551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1491557.250000 Penalty: 4670.442871
	Iteration 25Q: 3 clusters Score -1491557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1491561.625000 Penalty: 4670.442871
	Iteration 26Q: 3 clusters Score -1491562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1491565.375000 Penalty: 4670.442871
	Iteration 27Q: 3 clusters Score -1491565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1491568.875000 Penalty: 4670.442871
	Iteration 28Q: 3 clusters Score -1491569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1491566.500000 Penalty: 4670.442871
	Iteration 29Q: 3 clusters Score -1491566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1491569.375000 Penalty: 4670.442871
	Iteration 30Q: 3 clusters Score -1491569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1491570.375000 Penalty: 4670.442871
	Iteration 31Q: 3 clusters Score -1491570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1491578.000000 Penalty: 4670.442871
	Iteration 32Q: 3 clusters Score -1491578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1491581.750000 Penalty: 4670.442871
	Iteration 33Q: 3 clusters Score -1491582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1491585.000000 Penalty: 4670.442871
	Iteration 34Q: 3 clusters Score -1491585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1491584.250000 Penalty: 4670.442871
	Iteration 35Q: 3 clusters Score -1491584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1491591.000000 Penalty: 4670.442871
	Iteration 36Q: 3 clusters Score -1491591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1491589.500000 Penalty: 4670.442871
	Iteration 37Q: 3 clusters Score -1491590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1491592.500000 Penalty: 4670.442871
	Iteration 38Q: 3 clusters Score -1491592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1491593.000000 Penalty: 4670.442871
	Iteration 39Q: 3 clusters Score -1491593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1491597.375000 Penalty: 4670.442871
	Iteration 40F: 3 clusters Score -1491597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1491597.000000 Penalty: 4670.442871
	Iteration 41Q: 3 clusters Score -1491597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1491601.000000 Penalty: 4670.442871
	Iteration 42Q: 3 clusters Score -1491601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1491600.875000 Penalty: 4670.442871
	Iteration 43Q: 3 clusters Score -1491601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1491603.875000 Penalty: 4670.442871
	Iteration 44Q: 3 clusters Score -1491604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1491604.625000 Penalty: 4670.442871
	Iteration 45Q: 3 clusters Score -1491605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1491606.750000 Penalty: 4670.442871
	Iteration 46Q: 3 clusters Score -1491607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1491610.875000 Penalty: 4670.442871
	Iteration 47Q: 3 clusters Score -1491611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1491612.000000 Penalty: 4670.442871
	Iteration 48Q: 3 clusters Score -1491612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1491612.375000 Penalty: 4670.442871
	Iteration 49Q: 3 clusters Score -1491612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1491613.125000 Penalty: 4670.442871
	Iteration 50Q: 3 clusters Score -1491613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1491615.375000 Penalty: 4670.442871
	Iteration 51Q: 3 clusters Score -1491615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1491616.375000 Penalty: 4670.442871
	Iteration 52Q: 3 clusters Score -1491616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1491614.750000 Penalty: 4670.442871
	Iteration 53Q: 3 clusters Score -1491615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1491613.625000 Penalty: 4670.442871
	Iteration 54Q: 3 clusters Score -1491614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1491613.625000 Penalty: 4670.442871
	Iteration 55Q: 3 clusters Score -1491614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1491613.000000 Penalty: 4670.442871
	Iteration 56Q: 3 clusters Score -1491613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1491613.000000 Penalty: 4670.442871
	Iteration 57F: 3 clusters Score -1491613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Entering Unmasked Estep 
Score: -981940.875000 Penalty: 2235.099609
	Iteration 0F: 2 clusters Score -981940.9 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 4052 members 
Entering Unmasked Estep 
Score: -975451.500000 Penalty: 4470.199219
	Iteration 0F: 3 clusters Score -975451.5 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -977394.875000 Penalty: 4470.199219
	Iteration 1F: 3 clusters Score -977394.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -977752.875000 Penalty: 4470.199219
	Iteration 2F: 3 clusters Score -977752.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -978049.000000 Penalty: 4470.199219
	Iteration 3F: 3 clusters Score -978049 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -978321.062500 Penalty: 4470.199219
	Iteration 4Q: 3 clusters Score -978321.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -978591.500000 Penalty: 4470.199219
	Iteration 5Q: 3 clusters Score -978591.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -978824.937500 Penalty: 4470.199219
	Iteration 6Q: 3 clusters Score -978824.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -979030.562500 Penalty: 4470.199219
	Iteration 7Q: 3 clusters Score -979030.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -979204.687500 Penalty: 4470.199219
	Iteration 8Q: 3 clusters Score -979204.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -979377.812500 Penalty: 4470.199219
	Iteration 9Q: 3 clusters Score -979377.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -979537.187500 Penalty: 4470.199219
	Iteration 10Q: 3 clusters Score -979537.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -979684.187500 Penalty: 4470.199219
	Iteration 11Q: 3 clusters Score -979684.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -979794.875000 Penalty: 4470.199219
	Iteration 12Q: 3 clusters Score -979794.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -979884.937500 Penalty: 4470.199219
	Iteration 13Q: 3 clusters Score -979884.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -979942.562500 Penalty: 4470.199219
	Iteration 14Q: 3 clusters Score -979942.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -980001.000000 Penalty: 4470.199219
	Iteration 15Q: 3 clusters Score -980001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -980035.625000 Penalty: 4470.199219
	Iteration 16Q: 3 clusters Score -980035.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -980061.812500 Penalty: 4470.199219
	Iteration 17Q: 3 clusters Score -980061.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -980079.437500 Penalty: 4470.199219
	Iteration 18Q: 3 clusters Score -980079.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -980096.375000 Penalty: 4470.199219
	Iteration 19Q: 3 clusters Score -980096.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -980107.062500 Penalty: 4470.199219
	Iteration 20F: 3 clusters Score -980107.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -980116.375000 Penalty: 4470.199219
	Iteration 21Q: 3 clusters Score -980116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -980123.625000 Penalty: 4470.199219
	Iteration 22Q: 3 clusters Score -980123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -980136.125000 Penalty: 4470.199219
	Iteration 23Q: 3 clusters Score -980136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -980145.375000 Penalty: 4470.199219
	Iteration 24Q: 3 clusters Score -980145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -980154.312500 Penalty: 4470.199219
	Iteration 25Q: 3 clusters Score -980154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -980163.125000 Penalty: 4470.199219
	Iteration 26Q: 3 clusters Score -980163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -980170.437500 Penalty: 4470.199219
	Iteration 27Q: 3 clusters Score -980170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -980178.125000 Penalty: 4470.199219
	Iteration 28Q: 3 clusters Score -980178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -980179.250000 Penalty: 4470.199219
	Iteration 29Q: 3 clusters Score -980179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -980182.437500 Penalty: 4470.199219
	Iteration 30Q: 3 clusters Score -980182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -980185.812500 Penalty: 4470.199219
	Iteration 31Q: 3 clusters Score -980185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -980188.062500 Penalty: 4470.199219
	Iteration 32Q: 3 clusters Score -980188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -980188.375000 Penalty: 4470.199219
	Iteration 33Q: 3 clusters Score -980188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -980188.500000 Penalty: 4470.199219
	Iteration 34Q: 3 clusters Score -980188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -980190.687500 Penalty: 4470.199219
	Iteration 35Q: 3 clusters Score -980190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -980192.375000 Penalty: 4470.199219
	Iteration 36Q: 3 clusters Score -980192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -980195.687500 Penalty: 4470.199219
	Iteration 37Q: 3 clusters Score -980195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -980195.875000 Penalty: 4470.199219
	Iteration 38Q: 3 clusters Score -980195.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -980199.937500 Penalty: 4470.199219
	Iteration 39Q: 3 clusters Score -980199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -980201.312500 Penalty: 4470.199219
	Iteration 40F: 3 clusters Score -980201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -980202.562500 Penalty: 4470.199219
	Iteration 41Q: 3 clusters Score -980202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -980203.625000 Penalty: 4470.199219
	Iteration 42Q: 3 clusters Score -980203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -980203.812500 Penalty: 4470.199219
	Iteration 43Q: 3 clusters Score -980203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -980204.812500 Penalty: 4470.199219
	Iteration 44Q: 3 clusters Score -980204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -980204.687500 Penalty: 4470.199219
	Iteration 45Q: 3 clusters Score -980204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -980201.562500 Penalty: 4470.199219
	Iteration 46Q: 3 clusters Score -980201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -980201.687500 Penalty: 4470.199219
	Iteration 47Q: 3 clusters Score -980201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -980201.687500 Penalty: 4470.199219
	Iteration 48F: 3 clusters Score -980201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Entering Unmasked Estep 
Score: -887905.375000 Penalty: 2205.810059
	Iteration 0F: 2 clusters Score -887905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -882001.312500 Penalty: 4411.620117
	Iteration 0F: 3 clusters Score -882001.3 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -883701.437500 Penalty: 4411.620117
	Iteration 1F: 3 clusters Score -883701.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -884118.312500 Penalty: 4411.620117
	Iteration 2F: 3 clusters Score -884118.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -884654.250000 Penalty: 4411.620117
	Iteration 3F: 3 clusters Score -884654.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -885416.500000 Penalty: 4411.620117
	Iteration 4F: 3 clusters Score -885416.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -886238.562500 Penalty: 4411.620117
	Iteration 5F: 3 clusters Score -886238.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -886815.812500 Penalty: 4411.620117
	Iteration 6F: 3 clusters Score -886815.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -887117.312500 Penalty: 4411.620117
	Iteration 7F: 3 clusters Score -887117.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -887253.250000 Penalty: 4411.620117
	Iteration 8Q: 3 clusters Score -887253.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -887323.375000 Penalty: 4411.620117
	Iteration 9Q: 3 clusters Score -887323.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -887358.125000 Penalty: 4411.620117
	Iteration 10Q: 3 clusters Score -887358.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -887375.125000 Penalty: 4411.620117
	Iteration 11Q: 3 clusters Score -887375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -887389.062500 Penalty: 4411.620117
	Iteration 12Q: 3 clusters Score -887389.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -887398.375000 Penalty: 4411.620117
	Iteration 13Q: 3 clusters Score -887398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -887404.437500 Penalty: 4411.620117
	Iteration 14Q: 3 clusters Score -887404.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -887412.000000 Penalty: 4411.620117
	Iteration 15Q: 3 clusters Score -887412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -887417.562500 Penalty: 4411.620117
	Iteration 16Q: 3 clusters Score -887417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -887420.750000 Penalty: 4411.620117
	Iteration 17Q: 3 clusters Score -887420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -887424.125000 Penalty: 4411.620117
	Iteration 18Q: 3 clusters Score -887424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -887426.687500 Penalty: 4411.620117
	Iteration 19Q: 3 clusters Score -887426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -887430.437500 Penalty: 4411.620117
	Iteration 20F: 3 clusters Score -887430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -887430.000000 Penalty: 4411.620117
	Iteration 21Q: 3 clusters Score -887430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -887432.500000 Penalty: 4411.620117
	Iteration 22Q: 3 clusters Score -887432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -887431.875000 Penalty: 4411.620117
	Iteration 23Q: 3 clusters Score -887431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -887434.062500 Penalty: 4411.620117
	Iteration 24Q: 3 clusters Score -887434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -887433.000000 Penalty: 4411.620117
	Iteration 25Q: 3 clusters Score -887433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -887431.500000 Penalty: 4411.620117
	Iteration 26Q: 3 clusters Score -887431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -887431.500000 Penalty: 4411.620117
	Iteration 27F: 3 clusters Score -887431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Entering Unmasked Estep 
Score: -4022202.000000 Penalty: 2573.569580
	Iteration 0F: 2 clusters Score -4022202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4000219.250000 Penalty: 5147.139160
	Iteration 0F: 3 clusters Score -4000219 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4008143.500000 Penalty: 5147.139160
	Iteration 1F: 3 clusters Score -4008144 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4008737.500000 Penalty: 5147.139160
	Iteration 2Q: 3 clusters Score -4008738 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4009377.250000 Penalty: 5147.139160
	Iteration 3Q: 3 clusters Score -4009377 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4010033.500000 Penalty: 5147.139160
	Iteration 4Q: 3 clusters Score -4010034 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4010880.750000 Penalty: 5147.139160
	Iteration 5Q: 3 clusters Score -4010881 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4012162.500000 Penalty: 5147.139160
	Iteration 6Q: 3 clusters Score -4012162 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4013638.250000 Penalty: 5147.139160
	Iteration 7F: 3 clusters Score -4013638 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -4014948.000000 Penalty: 5147.139160
	Iteration 8Q: 3 clusters Score -4014948 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4016012.500000 Penalty: 5147.139160
	Iteration 9Q: 3 clusters Score -4016012 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -4016826.750000 Penalty: 5147.139160
	Iteration 10Q: 3 clusters Score -4016827 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4017546.750000 Penalty: 5147.139160
	Iteration 11Q: 3 clusters Score -4017547 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4018120.500000 Penalty: 5147.139160
	Iteration 12Q: 3 clusters Score -4018120 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4018645.750000 Penalty: 5147.139160
	Iteration 13Q: 3 clusters Score -4018646 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4019125.250000 Penalty: 5147.139160
	Iteration 14Q: 3 clusters Score -4019125 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4019548.250000 Penalty: 5147.139160
	Iteration 15Q: 3 clusters Score -4019548 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4019844.000000 Penalty: 5147.139160
	Iteration 16Q: 3 clusters Score -4019844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4020049.000000 Penalty: 5147.139160
	Iteration 17Q: 3 clusters Score -4020049 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4020165.000000 Penalty: 5147.139160
	Iteration 18Q: 3 clusters Score -4020165 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4020224.000000 Penalty: 5147.139160
	Iteration 19Q: 3 clusters Score -4020224 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4020250.250000 Penalty: 5147.139160
	Iteration 20F: 3 clusters Score -4020250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4020276.000000 Penalty: 5147.139160
	Iteration 21Q: 3 clusters Score -4020276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4020301.750000 Penalty: 5147.139160
	Iteration 22Q: 3 clusters Score -4020302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4020322.250000 Penalty: 5147.139160
	Iteration 23Q: 3 clusters Score -4020322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4020342.250000 Penalty: 5147.139160
	Iteration 24Q: 3 clusters Score -4020342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4020345.500000 Penalty: 5147.139160
	Iteration 25Q: 3 clusters Score -4020346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4020359.250000 Penalty: 5147.139160
	Iteration 26Q: 3 clusters Score -4020359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4020366.000000 Penalty: 5147.139160
	Iteration 27Q: 3 clusters Score -4020366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4020384.750000 Penalty: 5147.139160
	Iteration 28Q: 3 clusters Score -4020385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4020395.500000 Penalty: 5147.139160
	Iteration 29Q: 3 clusters Score -4020396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4020405.750000 Penalty: 5147.139160
	Iteration 30Q: 3 clusters Score -4020406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4020408.750000 Penalty: 5147.139160
	Iteration 31Q: 3 clusters Score -4020409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4020415.750000 Penalty: 5147.139160
	Iteration 32Q: 3 clusters Score -4020416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4020424.500000 Penalty: 5147.139160
	Iteration 33Q: 3 clusters Score -4020424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4020426.750000 Penalty: 5147.139160
	Iteration 34Q: 3 clusters Score -4020427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4020436.250000 Penalty: 5147.139160
	Iteration 35Q: 3 clusters Score -4020436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4020436.750000 Penalty: 5147.139160
	Iteration 36Q: 3 clusters Score -4020437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4020435.250000 Penalty: 5147.139160
	Iteration 37Q: 3 clusters Score -4020435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4020436.750000 Penalty: 5147.139160
	Iteration 38Q: 3 clusters Score -4020437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4020442.500000 Penalty: 5147.139160
	Iteration 39Q: 3 clusters Score -4020442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4020444.000000 Penalty: 5147.139160
	Iteration 40F: 3 clusters Score -4020444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4020451.750000 Penalty: 5147.139160
	Iteration 41Q: 3 clusters Score -4020452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4020448.750000 Penalty: 5147.139160
	Iteration 42Q: 3 clusters Score -4020449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4020449.250000 Penalty: 5147.139160
	Iteration 43Q: 3 clusters Score -4020449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4020450.000000 Penalty: 5147.139160
	Iteration 44Q: 3 clusters Score -4020450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4020450.000000 Penalty: 5147.139160
	Iteration 45F: 3 clusters Score -4020450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (83311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Entering Unmasked Estep 
Score: -10485045.000000 Penalty: 2809.923340
	Iteration 0F: 2 clusters Score -1.048504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -10429330.000000 Penalty: 5619.846680
	Iteration 0F: 3 clusters Score -1.042933e+07 nChanged 38993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -10451605.000000 Penalty: 5619.846680
	Iteration 1F: 3 clusters Score -1.04516e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -10452876.000000 Penalty: 5619.846680
	Iteration 2Q: 3 clusters Score -1.045288e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -10454473.000000 Penalty: 5619.846680
	Iteration 3Q: 3 clusters Score -1.045447e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -10456594.000000 Penalty: 5619.846680
	Iteration 4F: 3 clusters Score -1.045659e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -10459843.000000 Penalty: 5619.846680
	Iteration 5F: 3 clusters Score -1.045984e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -10464237.000000 Penalty: 5619.846680
	Iteration 6F: 3 clusters Score -1.046424e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -10469550.000000 Penalty: 5619.846680
	Iteration 7F: 3 clusters Score -1.046955e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -10474518.000000 Penalty: 5619.846680
	Iteration 8F: 3 clusters Score -1.047452e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -10478294.000000 Penalty: 5619.846680
	Iteration 9Q: 3 clusters Score -1.047829e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -10480860.000000 Penalty: 5619.846680
	Iteration 10Q: 3 clusters Score -1.048086e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -10482724.000000 Penalty: 5619.846680
	Iteration 11Q: 3 clusters Score -1.048272e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -10483930.000000 Penalty: 5619.846680
	Iteration 12Q: 3 clusters Score -1.048393e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -10484301.000000 Penalty: 5619.846680
	Iteration 13Q: 3 clusters Score -1.04843e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -10484458.000000 Penalty: 5619.846680
	Iteration 14Q: 3 clusters Score -1.048446e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -10484518.000000 Penalty: 5619.846680
	Iteration 15Q: 3 clusters Score -1.048452e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -10484554.000000 Penalty: 5619.846680
	Iteration 16Q: 3 clusters Score -1.048455e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -10484608.000000 Penalty: 5619.846680
	Iteration 17Q: 3 clusters Score -1.048461e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -10484594.000000 Penalty: 5619.846680
	Iteration 18Q: 3 clusters Score -1.048459e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -10484611.000000 Penalty: 5619.846680
	Iteration 19Q: 3 clusters Score -1.048461e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -10484620.000000 Penalty: 5619.846680
	Iteration 20F: 3 clusters Score -1.048462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -10484623.000000 Penalty: 5619.846680
	Iteration 21Q: 3 clusters Score -1.048462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -10484636.000000 Penalty: 5619.846680
	Iteration 22Q: 3 clusters Score -1.048464e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -10484654.000000 Penalty: 5619.846680
	Iteration 23Q: 3 clusters Score -1.048465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -10484658.000000 Penalty: 5619.846680
	Iteration 24Q: 3 clusters Score -1.048466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -10484676.000000 Penalty: 5619.846680
	Iteration 25Q: 3 clusters Score -1.048468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -10484681.000000 Penalty: 5619.846680
	Iteration 26Q: 3 clusters Score -1.048468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -10484683.000000 Penalty: 5619.846680
	Iteration 27Q: 3 clusters Score -1.048468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -10484687.000000 Penalty: 5619.846680
	Iteration 28Q: 3 clusters Score -1.048469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -10484689.000000 Penalty: 5619.846680
	Iteration 29Q: 3 clusters Score -1.048469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -10484689.000000 Penalty: 5619.846680
	Iteration 30Q: 3 clusters Score -1.048469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -10484690.000000 Penalty: 5619.846680
	Iteration 31Q: 3 clusters Score -1.048469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10484691.000000 Penalty: 5619.846680
	Iteration 32Q: 3 clusters Score -1.048469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10484688.000000 Penalty: 5619.846680
	Iteration 33Q: 3 clusters Score -1.048469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -10484690.000000 Penalty: 5619.846680
	Iteration 34Q: 3 clusters Score -1.048469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -10484686.000000 Penalty: 5619.846680
	Iteration 35Q: 3 clusters Score -1.048469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -10484686.000000 Penalty: 5619.846680
	Iteration 36F: 3 clusters Score -1.048469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -733293.750000 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -733293.8 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 3221 members 
Entering Unmasked Estep 
Score: -727824.375000 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -727824.4 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -729447.875000 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -729447.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -729854.250000 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -729854.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -730164.312500 Penalty: 4355.346680
	Iteration 3F: 3 clusters Score -730164.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -730377.187500 Penalty: 4355.346680
	Iteration 4F: 3 clusters Score -730377.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -730569.125000 Penalty: 4355.346680
	Iteration 5Q: 3 clusters Score -730569.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -730740.750000 Penalty: 4355.346680
	Iteration 6Q: 3 clusters Score -730740.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -730903.937500 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -730903.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -731076.687500 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -731076.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -731208.687500 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -731208.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -731294.312500 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -731294.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -731379.625000 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -731379.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -731455.312500 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -731455.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -731529.125000 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -731529.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -731602.500000 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -731602.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -731669.750000 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -731669.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -731738.937500 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -731738.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -731810.250000 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -731810.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -731858.500000 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -731858.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -731902.875000 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -731902.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -731944.125000 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -731944.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -731993.062500 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -731993.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -732042.437500 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -732042.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -732078.875000 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -732078.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -732103.500000 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -732103.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -732121.000000 Penalty: 4355.346680
	Iteration 25Q: 3 clusters Score -732121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -732134.062500 Penalty: 4355.346680
	Iteration 26Q: 3 clusters Score -732134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -732144.000000 Penalty: 4355.346680
	Iteration 27Q: 3 clusters Score -732144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -732152.000000 Penalty: 4355.346680
	Iteration 28Q: 3 clusters Score -732152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -732160.937500 Penalty: 4355.346680
	Iteration 29Q: 3 clusters Score -732160.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -732171.125000 Penalty: 4355.346680
	Iteration 30Q: 3 clusters Score -732171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -732175.812500 Penalty: 4355.346680
	Iteration 31Q: 3 clusters Score -732175.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -732181.437500 Penalty: 4355.346680
	Iteration 32Q: 3 clusters Score -732181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -732186.375000 Penalty: 4355.346680
	Iteration 33Q: 3 clusters Score -732186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -732190.250000 Penalty: 4355.346680
	Iteration 34Q: 3 clusters Score -732190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -732196.312500 Penalty: 4355.346680
	Iteration 35Q: 3 clusters Score -732196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -732200.750000 Penalty: 4355.346680
	Iteration 36Q: 3 clusters Score -732200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -732206.312500 Penalty: 4355.346680
	Iteration 37Q: 3 clusters Score -732206.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -732211.000000 Penalty: 4355.346680
	Iteration 38Q: 3 clusters Score -732211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -732214.062500 Penalty: 4355.346680
	Iteration 39Q: 3 clusters Score -732214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -732218.750000 Penalty: 4355.346680
	Iteration 40F: 3 clusters Score -732218.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -732220.812500 Penalty: 4355.346680
	Iteration 41Q: 3 clusters Score -732220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -732224.687500 Penalty: 4355.346680
	Iteration 42Q: 3 clusters Score -732224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -732228.875000 Penalty: 4355.346680
	Iteration 43Q: 3 clusters Score -732228.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -732232.062500 Penalty: 4355.346680
	Iteration 44Q: 3 clusters Score -732232.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -732243.187500 Penalty: 4355.346680
	Iteration 45Q: 3 clusters Score -732243.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -732251.875000 Penalty: 4355.346680
	Iteration 46Q: 3 clusters Score -732251.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -732265.125000 Penalty: 4355.346680
	Iteration 47Q: 3 clusters Score -732265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -732274.250000 Penalty: 4355.346680
	Iteration 48Q: 3 clusters Score -732274.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -732282.312500 Penalty: 4355.346680
	Iteration 49Q: 3 clusters Score -732282.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -732289.562500 Penalty: 4355.346680
	Iteration 50Q: 3 clusters Score -732289.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -732289.750000 Penalty: 4355.346680
	Iteration 51Q: 3 clusters Score -732289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -732294.625000 Penalty: 4355.346680
	Iteration 52Q: 3 clusters Score -732294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -732296.812500 Penalty: 4355.346680
	Iteration 53Q: 3 clusters Score -732296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -732305.062500 Penalty: 4355.346680
	Iteration 54Q: 3 clusters Score -732305.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -732308.500000 Penalty: 4355.346680
	Iteration 55Q: 3 clusters Score -732308.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -732313.000000 Penalty: 4355.346680
	Iteration 56Q: 3 clusters Score -732313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -732321.062500 Penalty: 4355.346680
	Iteration 57Q: 3 clusters Score -732321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -732330.875000 Penalty: 4355.346680
	Iteration 58Q: 3 clusters Score -732330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -732345.687500 Penalty: 4355.346680
	Iteration 59Q: 3 clusters Score -732345.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -732354.625000 Penalty: 4355.346680
	Iteration 60F: 3 clusters Score -732354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -732358.937500 Penalty: 4355.346680
	Iteration 61Q: 3 clusters Score -732358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -732360.625000 Penalty: 4355.346680
	Iteration 62Q: 3 clusters Score -732360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -732362.250000 Penalty: 4355.346680
	Iteration 63Q: 3 clusters Score -732362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -732364.125000 Penalty: 4355.346680
	Iteration 64Q: 3 clusters Score -732364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -732362.312500 Penalty: 4355.346680
	Iteration 65Q: 3 clusters Score -732362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -732364.562500 Penalty: 4355.346680
	Iteration 66Q: 3 clusters Score -732364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -732366.375000 Penalty: 4355.346680
	Iteration 67Q: 3 clusters Score -732366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -732368.312500 Penalty: 4355.346680
	Iteration 68Q: 3 clusters Score -732368.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -732371.125000 Penalty: 4355.346680
	Iteration 69Q: 3 clusters Score -732371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -732374.125000 Penalty: 4355.346680
	Iteration 70Q: 3 clusters Score -732374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -732376.375000 Penalty: 4355.346680
	Iteration 71Q: 3 clusters Score -732376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -732376.125000 Penalty: 4355.346680
	Iteration 72Q: 3 clusters Score -732376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -732377.562500 Penalty: 4355.346680
	Iteration 73Q: 3 clusters Score -732377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -732378.812500 Penalty: 4355.346680
	Iteration 74Q: 3 clusters Score -732378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -732380.250000 Penalty: 4355.346680
	Iteration 75Q: 3 clusters Score -732380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -732381.250000 Penalty: 4355.346680
	Iteration 76Q: 3 clusters Score -732381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -732383.187500 Penalty: 4355.346680
	Iteration 77Q: 3 clusters Score -732383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -732384.125000 Penalty: 4355.346680
	Iteration 78Q: 3 clusters Score -732384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -732383.937500 Penalty: 4355.346680
	Iteration 79Q: 3 clusters Score -732383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -732384.000000 Penalty: 4355.346680
	Iteration 80F: 3 clusters Score -732384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -732386.000000 Penalty: 4355.346680
	Iteration 81Q: 3 clusters Score -732386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -732385.062500 Penalty: 4355.346680
	Iteration 82Q: 3 clusters Score -732385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -732386.625000 Penalty: 4355.346680
	Iteration 83Q: 3 clusters Score -732386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -732387.250000 Penalty: 4355.346680
	Iteration 84Q: 3 clusters Score -732387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -732387.312500 Penalty: 4355.346680
	Iteration 85Q: 3 clusters Score -732387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -732387.562500 Penalty: 4355.346680
	Iteration 86Q: 3 clusters Score -732387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -732387.562500 Penalty: 4355.346680
	Iteration 87F: 3 clusters Score -732387.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Entering Unmasked Estep 
Score: -1442772.000000 Penalty: 2317.614746
	Iteration 0F: 2 clusters Score -1442772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1434270.750000 Penalty: 4635.229492
	Iteration 0F: 3 clusters Score -1434271 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1436823.750000 Penalty: 4635.229492
	Iteration 1F: 3 clusters Score -1436824 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1437179.625000 Penalty: 4635.229492
	Iteration 2F: 3 clusters Score -1437180 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1437461.875000 Penalty: 4635.229492
	Iteration 3Q: 3 clusters Score -1437462 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1437759.375000 Penalty: 4635.229492
	Iteration 4Q: 3 clusters Score -1437759 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1438127.625000 Penalty: 4635.229492
	Iteration 5Q: 3 clusters Score -1438128 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1438589.375000 Penalty: 4635.229492
	Iteration 6Q: 3 clusters Score -1438589 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1439117.750000 Penalty: 4635.229492
	Iteration 7F: 3 clusters Score -1439118 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1439721.750000 Penalty: 4635.229492
	Iteration 8F: 3 clusters Score -1439722 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1440384.000000 Penalty: 4635.229492
	Iteration 9F: 3 clusters Score -1440384 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1441096.500000 Penalty: 4635.229492
	Iteration 10F: 3 clusters Score -1441096 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1441698.625000 Penalty: 4635.229492
	Iteration 11F: 3 clusters Score -1441699 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1442054.500000 Penalty: 4635.229492
	Iteration 12Q: 3 clusters Score -1442054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1442231.625000 Penalty: 4635.229492
	Iteration 13Q: 3 clusters Score -1442232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1442296.000000 Penalty: 4635.229492
	Iteration 14Q: 3 clusters Score -1442296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1442324.500000 Penalty: 4635.229492
	Iteration 15Q: 3 clusters Score -1442324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1442342.125000 Penalty: 4635.229492
	Iteration 16Q: 3 clusters Score -1442342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1442351.500000 Penalty: 4635.229492
	Iteration 17Q: 3 clusters Score -1442352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1442354.750000 Penalty: 4635.229492
	Iteration 18Q: 3 clusters Score -1442355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1442353.625000 Penalty: 4635.229492
	Iteration 19Q: 3 clusters Score -1442354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1442357.500000 Penalty: 4635.229492
	Iteration 20F: 3 clusters Score -1442358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1442356.750000 Penalty: 4635.229492
	Iteration 21Q: 3 clusters Score -1442357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1442360.750000 Penalty: 4635.229492
	Iteration 22Q: 3 clusters Score -1442361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1442358.875000 Penalty: 4635.229492
	Iteration 23Q: 3 clusters Score -1442359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1442360.500000 Penalty: 4635.229492
	Iteration 24Q: 3 clusters Score -1442360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1442360.500000 Penalty: 4635.229492
	Iteration 25F: 3 clusters Score -1442360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -776834.375000 Penalty: 2175.261475
	Iteration 0F: 2 clusters Score -776834.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -771404.875000 Penalty: 4350.522949
	Iteration 0F: 3 clusters Score -771404.9 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -772807.000000 Penalty: 4350.522949
	Iteration 1F: 3 clusters Score -772807 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -773037.062500 Penalty: 4350.522949
	Iteration 2F: 3 clusters Score -773037.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -773178.750000 Penalty: 4350.522949
	Iteration 3Q: 3 clusters Score -773178.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -773324.687500 Penalty: 4350.522949
	Iteration 4Q: 3 clusters Score -773324.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -773521.812500 Penalty: 4350.522949
	Iteration 5Q: 3 clusters Score -773521.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -773703.375000 Penalty: 4350.522949
	Iteration 6Q: 3 clusters Score -773703.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -773891.250000 Penalty: 4350.522949
	Iteration 7Q: 3 clusters Score -773891.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -774094.250000 Penalty: 4350.522949
	Iteration 8Q: 3 clusters Score -774094.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -774268.062500 Penalty: 4350.522949
	Iteration 9Q: 3 clusters Score -774268.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -774402.062500 Penalty: 4350.522949
	Iteration 10Q: 3 clusters Score -774402.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -774516.375000 Penalty: 4350.522949
	Iteration 11Q: 3 clusters Score -774516.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -774605.250000 Penalty: 4350.522949
	Iteration 12Q: 3 clusters Score -774605.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -774668.437500 Penalty: 4350.522949
	Iteration 13Q: 3 clusters Score -774668.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -774709.937500 Penalty: 4350.522949
	Iteration 14Q: 3 clusters Score -774709.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -774747.125000 Penalty: 4350.522949
	Iteration 15Q: 3 clusters Score -774747.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -774782.750000 Penalty: 4350.522949
	Iteration 16Q: 3 clusters Score -774782.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -774815.000000 Penalty: 4350.522949
	Iteration 17Q: 3 clusters Score -774815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -774842.375000 Penalty: 4350.522949
	Iteration 18Q: 3 clusters Score -774842.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -774863.437500 Penalty: 4350.522949
	Iteration 19Q: 3 clusters Score -774863.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -774882.375000 Penalty: 4350.522949
	Iteration 20F: 3 clusters Score -774882.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -774898.812500 Penalty: 4350.522949
	Iteration 21Q: 3 clusters Score -774898.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -774914.375000 Penalty: 4350.522949
	Iteration 22Q: 3 clusters Score -774914.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -774930.812500 Penalty: 4350.522949
	Iteration 23Q: 3 clusters Score -774930.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -774951.062500 Penalty: 4350.522949
	Iteration 24Q: 3 clusters Score -774951.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -774970.125000 Penalty: 4350.522949
	Iteration 25Q: 3 clusters Score -774970.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -774983.437500 Penalty: 4350.522949
	Iteration 26Q: 3 clusters Score -774983.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -774996.312500 Penalty: 4350.522949
	Iteration 27Q: 3 clusters Score -774996.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -775009.625000 Penalty: 4350.522949
	Iteration 28Q: 3 clusters Score -775009.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -775024.375000 Penalty: 4350.522949
	Iteration 29Q: 3 clusters Score -775024.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -775037.937500 Penalty: 4350.522949
	Iteration 30Q: 3 clusters Score -775037.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -775047.437500 Penalty: 4350.522949
	Iteration 31Q: 3 clusters Score -775047.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -775058.875000 Penalty: 4350.522949
	Iteration 32Q: 3 clusters Score -775058.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -775067.062500 Penalty: 4350.522949
	Iteration 33Q: 3 clusters Score -775067.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -775076.312500 Penalty: 4350.522949
	Iteration 34Q: 3 clusters Score -775076.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -775083.125000 Penalty: 4350.522949
	Iteration 35Q: 3 clusters Score -775083.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -775094.125000 Penalty: 4350.522949
	Iteration 36Q: 3 clusters Score -775094.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -775102.875000 Penalty: 4350.522949
	Iteration 37Q: 3 clusters Score -775102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -775109.687500 Penalty: 4350.522949
	Iteration 38Q: 3 clusters Score -775109.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -775118.625000 Penalty: 4350.522949
	Iteration 39Q: 3 clusters Score -775118.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -775125.500000 Penalty: 4350.522949
	Iteration 40F: 3 clusters Score -775125.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -775136.500000 Penalty: 4350.522949
	Iteration 41Q: 3 clusters Score -775136.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -775147.125000 Penalty: 4350.522949
	Iteration 42Q: 3 clusters Score -775147.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -775159.312500 Penalty: 4350.522949
	Iteration 43Q: 3 clusters Score -775159.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -775166.437500 Penalty: 4350.522949
	Iteration 44Q: 3 clusters Score -775166.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -775175.000000 Penalty: 4350.522949
	Iteration 45Q: 3 clusters Score -775175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -775179.312500 Penalty: 4350.522949
	Iteration 46Q: 3 clusters Score -775179.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -775185.000000 Penalty: 4350.522949
	Iteration 47Q: 3 clusters Score -775185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -775190.250000 Penalty: 4350.522949
	Iteration 48Q: 3 clusters Score -775190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -775195.875000 Penalty: 4350.522949
	Iteration 49Q: 3 clusters Score -775195.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -775203.875000 Penalty: 4350.522949
	Iteration 50Q: 3 clusters Score -775203.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -775209.000000 Penalty: 4350.522949
	Iteration 51Q: 3 clusters Score -775209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -775214.687500 Penalty: 4350.522949
	Iteration 52Q: 3 clusters Score -775214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -775221.437500 Penalty: 4350.522949
	Iteration 53Q: 3 clusters Score -775221.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -775225.062500 Penalty: 4350.522949
	Iteration 54Q: 3 clusters Score -775225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -775230.125000 Penalty: 4350.522949
	Iteration 55Q: 3 clusters Score -775230.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -775234.250000 Penalty: 4350.522949
	Iteration 56Q: 3 clusters Score -775234.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -775241.187500 Penalty: 4350.522949
	Iteration 57Q: 3 clusters Score -775241.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -775246.062500 Penalty: 4350.522949
	Iteration 58Q: 3 clusters Score -775246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -775251.250000 Penalty: 4350.522949
	Iteration 59Q: 3 clusters Score -775251.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -775257.375000 Penalty: 4350.522949
	Iteration 60F: 3 clusters Score -775257.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -775264.312500 Penalty: 4350.522949
	Iteration 61Q: 3 clusters Score -775264.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -775269.875000 Penalty: 4350.522949
	Iteration 62Q: 3 clusters Score -775269.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -775272.437500 Penalty: 4350.522949
	Iteration 63Q: 3 clusters Score -775272.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -775277.687500 Penalty: 4350.522949
	Iteration 64Q: 3 clusters Score -775277.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -775278.750000 Penalty: 4350.522949
	Iteration 65Q: 3 clusters Score -775278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -775284.687500 Penalty: 4350.522949
	Iteration 66Q: 3 clusters Score -775284.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -775289.437500 Penalty: 4350.522949
	Iteration 67Q: 3 clusters Score -775289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -775291.125000 Penalty: 4350.522949
	Iteration 68Q: 3 clusters Score -775291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -775297.812500 Penalty: 4350.522949
	Iteration 69Q: 3 clusters Score -775297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -775301.062500 Penalty: 4350.522949
	Iteration 70Q: 3 clusters Score -775301.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -775305.500000 Penalty: 4350.522949
	Iteration 71Q: 3 clusters Score -775305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -775310.187500 Penalty: 4350.522949
	Iteration 72Q: 3 clusters Score -775310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -775312.125000 Penalty: 4350.522949
	Iteration 73Q: 3 clusters Score -775312.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -775313.250000 Penalty: 4350.522949
	Iteration 74Q: 3 clusters Score -775313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -775316.312500 Penalty: 4350.522949
	Iteration 75Q: 3 clusters Score -775316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -775317.250000 Penalty: 4350.522949
	Iteration 76Q: 3 clusters Score -775317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -775319.312500 Penalty: 4350.522949
	Iteration 77Q: 3 clusters Score -775319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -775324.250000 Penalty: 4350.522949
	Iteration 78Q: 3 clusters Score -775324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -775326.437500 Penalty: 4350.522949
	Iteration 79Q: 3 clusters Score -775326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -775329.812500 Penalty: 4350.522949
	Iteration 80F: 3 clusters Score -775329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -775332.500000 Penalty: 4350.522949
	Iteration 81Q: 3 clusters Score -775332.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -775335.437500 Penalty: 4350.522949
	Iteration 82Q: 3 clusters Score -775335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -775341.875000 Penalty: 4350.522949
	Iteration 83Q: 3 clusters Score -775341.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -775348.562500 Penalty: 4350.522949
	Iteration 84Q: 3 clusters Score -775348.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -775357.187500 Penalty: 4350.522949
	Iteration 85Q: 3 clusters Score -775357.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -775366.937500 Penalty: 4350.522949
	Iteration 86Q: 3 clusters Score -775366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -775371.687500 Penalty: 4350.522949
	Iteration 87Q: 3 clusters Score -775371.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -775380.687500 Penalty: 4350.522949
	Iteration 88Q: 3 clusters Score -775380.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -775391.875000 Penalty: 4350.522949
	Iteration 89Q: 3 clusters Score -775391.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -775398.937500 Penalty: 4350.522949
	Iteration 90Q: 3 clusters Score -775398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -775403.875000 Penalty: 4350.522949
	Iteration 91Q: 3 clusters Score -775403.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -775409.312500 Penalty: 4350.522949
	Iteration 92Q: 3 clusters Score -775409.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -775410.062500 Penalty: 4350.522949
	Iteration 93Q: 3 clusters Score -775410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -775413.500000 Penalty: 4350.522949
	Iteration 94Q: 3 clusters Score -775413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -775415.250000 Penalty: 4350.522949
	Iteration 95Q: 3 clusters Score -775415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -775418.687500 Penalty: 4350.522949
	Iteration 96Q: 3 clusters Score -775418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -775421.937500 Penalty: 4350.522949
	Iteration 97Q: 3 clusters Score -775421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -775421.250000 Penalty: 4350.522949
	Iteration 98Q: 3 clusters Score -775421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -775425.812500 Penalty: 4350.522949
	Iteration 99Q: 3 clusters Score -775425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -775426.937500 Penalty: 4350.522949
	Iteration 100F: 3 clusters Score -775426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -775426.562500 Penalty: 4350.522949
	Iteration 101Q: 3 clusters Score -775426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -775429.000000 Penalty: 4350.522949
	Iteration 102Q: 3 clusters Score -775429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -775428.625000 Penalty: 4350.522949
	Iteration 103Q: 3 clusters Score -775428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -775430.875000 Penalty: 4350.522949
	Iteration 104Q: 3 clusters Score -775430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -775435.125000 Penalty: 4350.522949
	Iteration 105Q: 3 clusters Score -775435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -775438.937500 Penalty: 4350.522949
	Iteration 106Q: 3 clusters Score -775438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -775441.187500 Penalty: 4350.522949
	Iteration 107Q: 3 clusters Score -775441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -775442.250000 Penalty: 4350.522949
	Iteration 108Q: 3 clusters Score -775442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -775442.875000 Penalty: 4350.522949
	Iteration 109Q: 3 clusters Score -775442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -775442.125000 Penalty: 4350.522949
	Iteration 110Q: 3 clusters Score -775442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -775445.812500 Penalty: 4350.522949
	Iteration 111Q: 3 clusters Score -775445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -775446.437500 Penalty: 4350.522949
	Iteration 112Q: 3 clusters Score -775446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -775449.000000 Penalty: 4350.522949
	Iteration 113Q: 3 clusters Score -775449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -775448.500000 Penalty: 4350.522949
	Iteration 114Q: 3 clusters Score -775448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -775450.687500 Penalty: 4350.522949
	Iteration 115Q: 3 clusters Score -775450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -775453.625000 Penalty: 4350.522949
	Iteration 116Q: 3 clusters Score -775453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -775454.125000 Penalty: 4350.522949
	Iteration 117Q: 3 clusters Score -775454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -775456.750000 Penalty: 4350.522949
	Iteration 118Q: 3 clusters Score -775456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -775456.875000 Penalty: 4350.522949
	Iteration 119Q: 3 clusters Score -775456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -775459.875000 Penalty: 4350.522949
	Iteration 120F: 3 clusters Score -775459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -775460.187500 Penalty: 4350.522949
	Iteration 121Q: 3 clusters Score -775460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -775460.000000 Penalty: 4350.522949
	Iteration 122Q: 3 clusters Score -775460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -775460.250000 Penalty: 4350.522949
	Iteration 123Q: 3 clusters Score -775460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -775463.062500 Penalty: 4350.522949
	Iteration 124Q: 3 clusters Score -775463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -775464.687500 Penalty: 4350.522949
	Iteration 125Q: 3 clusters Score -775464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -775466.250000 Penalty: 4350.522949
	Iteration 126Q: 3 clusters Score -775466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -775466.562500 Penalty: 4350.522949
	Iteration 127Q: 3 clusters Score -775466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -775468.687500 Penalty: 4350.522949
	Iteration 128Q: 3 clusters Score -775468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -775468.062500 Penalty: 4350.522949
	Iteration 129Q: 3 clusters Score -775468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -775467.687500 Penalty: 4350.522949
	Iteration 130Q: 3 clusters Score -775467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -775468.562500 Penalty: 4350.522949
	Iteration 131Q: 3 clusters Score -775468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -775470.875000 Penalty: 4350.522949
	Iteration 132Q: 3 clusters Score -775470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -775474.625000 Penalty: 4350.522949
	Iteration 133Q: 3 clusters Score -775474.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -775477.500000 Penalty: 4350.522949
	Iteration 134Q: 3 clusters Score -775477.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -775482.250000 Penalty: 4350.522949
	Iteration 135Q: 3 clusters Score -775482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -775486.062500 Penalty: 4350.522949
	Iteration 136Q: 3 clusters Score -775486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -775493.187500 Penalty: 4350.522949
	Iteration 137Q: 3 clusters Score -775493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -775497.000000 Penalty: 4350.522949
	Iteration 138Q: 3 clusters Score -775497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -775499.062500 Penalty: 4350.522949
	Iteration 139Q: 3 clusters Score -775499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -775502.062500 Penalty: 4350.522949
	Iteration 140F: 3 clusters Score -775502.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -775506.812500 Penalty: 4350.522949
	Iteration 141Q: 3 clusters Score -775506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -775511.437500 Penalty: 4350.522949
	Iteration 142Q: 3 clusters Score -775511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -775513.125000 Penalty: 4350.522949
	Iteration 143Q: 3 clusters Score -775513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -775513.500000 Penalty: 4350.522949
	Iteration 144Q: 3 clusters Score -775513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -775514.187500 Penalty: 4350.522949
	Iteration 145Q: 3 clusters Score -775514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -775518.562500 Penalty: 4350.522949
	Iteration 146Q: 3 clusters Score -775518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -775519.750000 Penalty: 4350.522949
	Iteration 147Q: 3 clusters Score -775519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -775525.562500 Penalty: 4350.522949
	Iteration 148Q: 3 clusters Score -775525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -775526.812500 Penalty: 4350.522949
	Iteration 149Q: 3 clusters Score -775526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -775529.375000 Penalty: 4350.522949
	Iteration 150Q: 3 clusters Score -775529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -775529.750000 Penalty: 4350.522949
	Iteration 151Q: 3 clusters Score -775529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -775534.812500 Penalty: 4350.522949
	Iteration 152Q: 3 clusters Score -775534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -775540.000000 Penalty: 4350.522949
	Iteration 153Q: 3 clusters Score -775540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -775540.000000 Penalty: 4350.522949
	Iteration 154Q: 3 clusters Score -775540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -775541.625000 Penalty: 4350.522949
	Iteration 155Q: 3 clusters Score -775541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -775541.687500 Penalty: 4350.522949
	Iteration 156Q: 3 clusters Score -775541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -775542.500000 Penalty: 4350.522949
	Iteration 157Q: 3 clusters Score -775542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -775544.500000 Penalty: 4350.522949
	Iteration 158Q: 3 clusters Score -775544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -775545.125000 Penalty: 4350.522949
	Iteration 159Q: 3 clusters Score -775545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -775546.437500 Penalty: 4350.522949
	Iteration 160F: 3 clusters Score -775546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -775547.000000 Penalty: 4350.522949
	Iteration 161Q: 3 clusters Score -775547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -775546.500000 Penalty: 4350.522949
	Iteration 162Q: 3 clusters Score -775546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -775547.375000 Penalty: 4350.522949
	Iteration 163Q: 3 clusters Score -775547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -775549.875000 Penalty: 4350.522949
	Iteration 164Q: 3 clusters Score -775549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -775551.625000 Penalty: 4350.522949
	Iteration 165Q: 3 clusters Score -775551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -775553.437500 Penalty: 4350.522949
	Iteration 166Q: 3 clusters Score -775553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -775552.625000 Penalty: 4350.522949
	Iteration 167Q: 3 clusters Score -775552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -775553.062500 Penalty: 4350.522949
	Iteration 168Q: 3 clusters Score -775553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -775556.250000 Penalty: 4350.522949
	Iteration 169Q: 3 clusters Score -775556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -775556.375000 Penalty: 4350.522949
	Iteration 170Q: 3 clusters Score -775556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -775556.375000 Penalty: 4350.522949
	Iteration 171F: 3 clusters Score -775556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 27842 members 
Mstep: Class 16 contains 1736 members 
Mstep: Class 17 contains 60828 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 177696 members 
Mstep: Class 21 contains 379988 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 17272 members 
Mstep: Class 26 contains 12286 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 32122 members 
Mstep: Class 30 contains 83311 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141951888.000000 Penalty: 138613.031250
Iteration 79Q: 41 clusters Score -1.419519e+08 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 17632 members 
Mstep: Class 5 contains 45905 members 
Mstep: Class 6 contains 35799 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 14554 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 34699 members 
Mstep: Class 13 contains 43361 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 27945 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 60602 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 178312 members 
Mstep: Class 21 contains 380129 members 
Mstep: Class 22 contains 71240 members 
Mstep: Class 23 contains 11995 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 17339 members 
Mstep: Class 26 contains 12277 members 
Mstep: Class 27 contains 8211 members 
Mstep: Class 28 contains 7290 members 
Mstep: Class 29 contains 32049 members 
Mstep: Class 30 contains 83284 members 
Mstep: Class 31 contains 6529 members 
Mstep: Class 32 contains 11555 members 
Mstep: Class 33 contains 6468 members 
Mstep: Class 34 contains 484 members 
Mstep: Class 35 contains 789 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 4518 members 
Mstep: Class 39 contains 9104 members 
Mstep: Class 40 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141955616.000000 Penalty: 138613.031250
Iteration 80F: 41 clusters Score -1.419556e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 45705 members 
Mstep: Class 6 contains 35780 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 10920 members 
Mstep: Class 12 contains 34668 members 
Mstep: Class 13 contains 43213 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 27982 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 60399 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 177397 members 
Mstep: Class 21 contains 380245 members 
Mstep: Class 22 contains 70712 members 
Mstep: Class 23 contains 11982 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 17231 members 
Mstep: Class 26 contains 12277 members 
Mstep: Class 27 contains 8214 members 
Mstep: Class 28 contains 7170 members 
Mstep: Class 29 contains 31977 members 
Mstep: Class 30 contains 83182 members 
Mstep: Class 31 contains 6532 members 
Mstep: Class 32 contains 11527 members 
Mstep: Class 33 contains 6463 members 
Mstep: Class 34 contains 494 members 
Mstep: Class 35 contains 796 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 5112 members 
Mstep: Class 39 contains 10590 members 
Mstep: Class 40 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141958416.000000 Penalty: 138613.031250
Iteration 81Q: 41 clusters Score -1.419584e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 17656 members 
Mstep: Class 5 contains 45520 members 
Mstep: Class 6 contains 35746 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 34657 members 
Mstep: Class 13 contains 43105 members 
Mstep: Class 14 contains 7680 members 
Mstep: Class 15 contains 28025 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 60267 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 176418 members 
Mstep: Class 21 contains 380614 members 
Mstep: Class 22 contains 70319 members 
Mstep: Class 23 contains 11986 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 17210 members 
Mstep: Class 26 contains 12278 members 
Mstep: Class 27 contains 8223 members 
Mstep: Class 28 contains 7114 members 
Mstep: Class 29 contains 31952 members 
Mstep: Class 30 contains 83067 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 11502 members 
Mstep: Class 33 contains 6475 members 
Mstep: Class 34 contains 493 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 5453 members 
Mstep: Class 39 contains 11675 members 
Mstep: Class 40 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141960848.000000 Penalty: 138613.031250
Iteration 82Q: 41 clusters Score -1.419608e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 45402 members 
Mstep: Class 6 contains 35739 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 14450 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 12 contains 34664 members 
Mstep: Class 13 contains 42987 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 28054 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 60206 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 175414 members 
Mstep: Class 21 contains 380887 members 
Mstep: Class 22 contains 70042 members 
Mstep: Class 23 contains 12005 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 17172 members 
Mstep: Class 26 contains 12282 members 
Mstep: Class 27 contains 8228 members 
Mstep: Class 28 contains 7066 members 
Mstep: Class 29 contains 31919 members 
Mstep: Class 30 contains 82987 members 
Mstep: Class 31 contains 6546 members 
Mstep: Class 32 contains 11477 members 
Mstep: Class 33 contains 6492 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 804 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 5667 members 
Mstep: Class 39 contains 12738 members 
Mstep: Class 40 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141961616.000000 Penalty: 138613.031250
Iteration 83Q: 41 clusters Score -1.419616e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 45285 members 
Mstep: Class 6 contains 35720 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 34683 members 
Mstep: Class 13 contains 42909 members 
Mstep: Class 14 contains 7682 members 
Mstep: Class 15 contains 28087 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 60168 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 174384 members 
Mstep: Class 21 contains 381102 members 
Mstep: Class 22 contains 69795 members 
Mstep: Class 23 contains 12014 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 17138 members 
Mstep: Class 26 contains 12287 members 
Mstep: Class 27 contains 8242 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 31891 members 
Mstep: Class 30 contains 82923 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 11485 members 
Mstep: Class 33 contains 6511 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 810 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 5829 members 
Mstep: Class 39 contains 13767 members 
Mstep: Class 40 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141963104.000000 Penalty: 138613.031250
Iteration 84Q: 41 clusters Score -1.419631e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 35711 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 11 contains 10641 members 
Mstep: Class 12 contains 34694 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 7681 members 
Mstep: Class 15 contains 28127 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 60174 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 173320 members 
Mstep: Class 21 contains 381263 members 
Mstep: Class 22 contains 69605 members 
Mstep: Class 23 contains 12031 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 17107 members 
Mstep: Class 26 contains 12288 members 
Mstep: Class 27 contains 8246 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 31853 members 
Mstep: Class 30 contains 82868 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 11473 members 
Mstep: Class 33 contains 6520 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 816 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 5950 members 
Mstep: Class 39 contains 14785 members 
Mstep: Class 40 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141964384.000000 Penalty: 138613.031250
Iteration 85Q: 41 clusters Score -1.419644e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 17683 members 
Mstep: Class 5 contains 45232 members 
Mstep: Class 6 contains 35702 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 10620 members 
Mstep: Class 12 contains 34709 members 
Mstep: Class 13 contains 42800 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 28164 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 60205 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 172298 members 
Mstep: Class 21 contains 381340 members 
Mstep: Class 22 contains 69454 members 
Mstep: Class 23 contains 12050 members 
Mstep: Class 24 contains 453 members 
Mstep: Class 25 contains 17075 members 
Mstep: Class 26 contains 12290 members 
Mstep: Class 27 contains 8248 members 
Mstep: Class 28 contains 6967 members 
Mstep: Class 29 contains 31833 members 
Mstep: Class 30 contains 82809 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 11471 members 
Mstep: Class 33 contains 6526 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6045 members 
Mstep: Class 39 contains 15756 members 
Mstep: Class 40 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141964512.000000 Penalty: 138613.031250
Iteration 86Q: 41 clusters Score -1.419645e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 45250 members 
Mstep: Class 6 contains 35694 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 10600 members 
Mstep: Class 12 contains 34727 members 
Mstep: Class 13 contains 42783 members 
Mstep: Class 14 contains 7687 members 
Mstep: Class 15 contains 28218 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 60230 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 171276 members 
Mstep: Class 21 contains 381410 members 
Mstep: Class 22 contains 69330 members 
Mstep: Class 23 contains 12052 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 17014 members 
Mstep: Class 26 contains 12293 members 
Mstep: Class 27 contains 8241 members 
Mstep: Class 28 contains 6954 members 
Mstep: Class 29 contains 31806 members 
Mstep: Class 30 contains 82762 members 
Mstep: Class 31 contains 6577 members 
Mstep: Class 32 contains 11489 members 
Mstep: Class 33 contains 6531 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6104 members 
Mstep: Class 39 contains 16680 members 
Mstep: Class 40 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141965088.000000 Penalty: 138613.031250
Iteration 87Q: 41 clusters Score -1.419651e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 17683 members 
Mstep: Class 5 contains 45237 members 
Mstep: Class 6 contains 35687 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 10588 members 
Mstep: Class 12 contains 34742 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 2323 members 
Mstep: Class 17 contains 60275 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 170322 members 
Mstep: Class 21 contains 381467 members 
Mstep: Class 22 contains 69224 members 
Mstep: Class 23 contains 12051 members 
Mstep: Class 24 contains 463 members 
Mstep: Class 25 contains 16991 members 
Mstep: Class 26 contains 12298 members 
Mstep: Class 27 contains 8236 members 
Mstep: Class 28 contains 6943 members 
Mstep: Class 29 contains 31765 members 
Mstep: Class 30 contains 82707 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 11500 members 
Mstep: Class 33 contains 6533 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6167 members 
Mstep: Class 39 contains 17524 members 
Mstep: Class 40 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141965472.000000 Penalty: 138613.031250
Iteration 88Q: 41 clusters Score -1.419655e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 45246 members 
Mstep: Class 6 contains 35672 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 11175 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 34759 members 
Mstep: Class 13 contains 42686 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 28380 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 60320 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 169458 members 
Mstep: Class 21 contains 381502 members 
Mstep: Class 22 contains 69142 members 
Mstep: Class 23 contains 12061 members 
Mstep: Class 24 contains 466 members 
Mstep: Class 25 contains 16955 members 
Mstep: Class 26 contains 12302 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 6929 members 
Mstep: Class 29 contains 31721 members 
Mstep: Class 30 contains 82646 members 
Mstep: Class 31 contains 6604 members 
Mstep: Class 32 contains 11522 members 
Mstep: Class 33 contains 6537 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6221 members 
Mstep: Class 39 contains 18288 members 
Mstep: Class 40 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141965648.000000 Penalty: 138613.031250
Iteration 89Q: 41 clusters Score -1.419656e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 17671 members 
Mstep: Class 5 contains 45271 members 
Mstep: Class 6 contains 35657 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 11186 members 
Mstep: Class 11 contains 10560 members 
Mstep: Class 12 contains 34769 members 
Mstep: Class 13 contains 42628 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 28428 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 60356 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 168657 members 
Mstep: Class 21 contains 381502 members 
Mstep: Class 22 contains 69092 members 
Mstep: Class 23 contains 12067 members 
Mstep: Class 24 contains 469 members 
Mstep: Class 25 contains 16926 members 
Mstep: Class 26 contains 12313 members 
Mstep: Class 27 contains 8233 members 
Mstep: Class 28 contains 6915 members 
Mstep: Class 29 contains 31691 members 
Mstep: Class 30 contains 82604 members 
Mstep: Class 31 contains 6602 members 
Mstep: Class 32 contains 11537 members 
Mstep: Class 33 contains 6536 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6267 members 
Mstep: Class 39 contains 19006 members 
Mstep: Class 40 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141965872.000000 Penalty: 138613.031250
Iteration 90Q: 41 clusters Score -1.419659e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 45294 members 
Mstep: Class 6 contains 35652 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 34789 members 
Mstep: Class 13 contains 42578 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 28464 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 60393 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 167938 members 
Mstep: Class 21 contains 381475 members 
Mstep: Class 22 contains 69040 members 
Mstep: Class 23 contains 12070 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 16875 members 
Mstep: Class 26 contains 12317 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 6903 members 
Mstep: Class 29 contains 31662 members 
Mstep: Class 30 contains 82572 members 
Mstep: Class 31 contains 6610 members 
Mstep: Class 32 contains 11542 members 
Mstep: Class 33 contains 6539 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6310 members 
Mstep: Class 39 contains 19659 members 
Mstep: Class 40 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966208.000000 Penalty: 138613.031250
Iteration 91Q: 41 clusters Score -1.419662e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 45303 members 
Mstep: Class 6 contains 35654 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 14452 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 34781 members 
Mstep: Class 13 contains 42530 members 
Mstep: Class 14 contains 7682 members 
Mstep: Class 15 contains 28495 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 17 contains 60410 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 167325 members 
Mstep: Class 21 contains 381488 members 
Mstep: Class 22 contains 68975 members 
Mstep: Class 23 contains 12068 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 16853 members 
Mstep: Class 26 contains 12329 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 31645 members 
Mstep: Class 30 contains 82546 members 
Mstep: Class 31 contains 6608 members 
Mstep: Class 32 contains 11537 members 
Mstep: Class 33 contains 6540 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6352 members 
Mstep: Class 39 contains 20235 members 
Mstep: Class 40 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966432.000000 Penalty: 138613.031250
Iteration 92Q: 41 clusters Score -1.419664e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 45277 members 
Mstep: Class 6 contains 35656 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 14453 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 34772 members 
Mstep: Class 13 contains 42481 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 28517 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 60428 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 166774 members 
Mstep: Class 21 contains 381493 members 
Mstep: Class 22 contains 68927 members 
Mstep: Class 23 contains 12071 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16848 members 
Mstep: Class 26 contains 12337 members 
Mstep: Class 27 contains 8244 members 
Mstep: Class 28 contains 6894 members 
Mstep: Class 29 contains 31638 members 
Mstep: Class 30 contains 82516 members 
Mstep: Class 31 contains 6613 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6384 members 
Mstep: Class 39 contains 20757 members 
Mstep: Class 40 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966496.000000 Penalty: 138613.031250
Iteration 93Q: 41 clusters Score -1.419665e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17686 members 
Mstep: Class 5 contains 45261 members 
Mstep: Class 6 contains 35662 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 11197 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 34756 members 
Mstep: Class 13 contains 42446 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 28535 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 60451 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 166295 members 
Mstep: Class 21 contains 381485 members 
Mstep: Class 22 contains 68887 members 
Mstep: Class 23 contains 12072 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 16854 members 
Mstep: Class 26 contains 12342 members 
Mstep: Class 27 contains 8242 members 
Mstep: Class 28 contains 6885 members 
Mstep: Class 29 contains 31636 members 
Mstep: Class 30 contains 82485 members 
Mstep: Class 31 contains 6617 members 
Mstep: Class 32 contains 11523 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6409 members 
Mstep: Class 39 contains 21211 members 
Mstep: Class 40 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966560.000000 Penalty: 138613.031250
Iteration 94Q: 41 clusters Score -1.419666e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 45249 members 
Mstep: Class 6 contains 35677 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 34752 members 
Mstep: Class 13 contains 42420 members 
Mstep: Class 14 contains 7670 members 
Mstep: Class 15 contains 28573 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 60472 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 165845 members 
Mstep: Class 21 contains 381423 members 
Mstep: Class 22 contains 68860 members 
Mstep: Class 23 contains 12079 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 16823 members 
Mstep: Class 26 contains 12350 members 
Mstep: Class 27 contains 8243 members 
Mstep: Class 28 contains 6879 members 
Mstep: Class 29 contains 31640 members 
Mstep: Class 30 contains 82456 members 
Mstep: Class 31 contains 6624 members 
Mstep: Class 32 contains 11527 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6438 members 
Mstep: Class 39 contains 21635 members 
Mstep: Class 40 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966672.000000 Penalty: 138613.031250
Iteration 95Q: 41 clusters Score -1.419667e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 45244 members 
Mstep: Class 6 contains 35685 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 14455 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 34750 members 
Mstep: Class 13 contains 42383 members 
Mstep: Class 14 contains 7666 members 
Mstep: Class 15 contains 28604 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 60488 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 165410 members 
Mstep: Class 21 contains 381367 members 
Mstep: Class 22 contains 68840 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 16809 members 
Mstep: Class 26 contains 12352 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 6873 members 
Mstep: Class 29 contains 31628 members 
Mstep: Class 30 contains 82432 members 
Mstep: Class 31 contains 6627 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 6549 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6463 members 
Mstep: Class 39 contains 22066 members 
Mstep: Class 40 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141966944.000000 Penalty: 138613.031250
Iteration 96Q: 41 clusters Score -1.419669e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 45248 members 
Mstep: Class 6 contains 35698 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 11188 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34739 members 
Mstep: Class 13 contains 42354 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 60505 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 164998 members 
Mstep: Class 21 contains 381300 members 
Mstep: Class 22 contains 68811 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 480 members 
Mstep: Class 25 contains 16808 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 6865 members 
Mstep: Class 29 contains 31617 members 
Mstep: Class 30 contains 82400 members 
Mstep: Class 31 contains 6637 members 
Mstep: Class 32 contains 11527 members 
Mstep: Class 33 contains 6554 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 22487 members 
Mstep: Class 40 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141967120.000000 Penalty: 138613.031250
Iteration 97Q: 41 clusters Score -1.419671e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 45227 members 
Mstep: Class 6 contains 35713 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 34725 members 
Mstep: Class 13 contains 42327 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28650 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 60505 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 164636 members 
Mstep: Class 21 contains 381249 members 
Mstep: Class 22 contains 68800 members 
Mstep: Class 23 contains 12117 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 16823 members 
Mstep: Class 26 contains 12359 members 
Mstep: Class 27 contains 8228 members 
Mstep: Class 28 contains 6856 members 
Mstep: Class 29 contains 31597 members 
Mstep: Class 30 contains 82383 members 
Mstep: Class 31 contains 6638 members 
Mstep: Class 32 contains 11522 members 
Mstep: Class 33 contains 6556 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6503 members 
Mstep: Class 39 contains 22855 members 
Mstep: Class 40 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141967264.000000 Penalty: 138613.031250
Iteration 98Q: 41 clusters Score -1.419673e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17686 members 
Mstep: Class 5 contains 45207 members 
Mstep: Class 6 contains 35712 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 14461 members 
Mstep: Class 10 contains 11188 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 34714 members 
Mstep: Class 13 contains 42301 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 28669 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 60515 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 164310 members 
Mstep: Class 21 contains 381222 members 
Mstep: Class 22 contains 68787 members 
Mstep: Class 23 contains 12123 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 16856 members 
Mstep: Class 26 contains 12362 members 
Mstep: Class 27 contains 8223 members 
Mstep: Class 28 contains 6855 members 
Mstep: Class 29 contains 31578 members 
Mstep: Class 30 contains 82363 members 
Mstep: Class 31 contains 6634 members 
Mstep: Class 32 contains 11520 members 
Mstep: Class 33 contains 6558 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6527 members 
Mstep: Class 39 contains 23162 members 
Mstep: Class 40 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141967376.000000 Penalty: 138613.031250
Iteration 99Q: 41 clusters Score -1.419674e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 45212 members 
Mstep: Class 6 contains 35721 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 34702 members 
Mstep: Class 13 contains 42282 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 28680 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 60522 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 164057 members 
Mstep: Class 21 contains 381176 members 
Mstep: Class 22 contains 68769 members 
Mstep: Class 23 contains 12134 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 16866 members 
Mstep: Class 26 contains 12371 members 
Mstep: Class 27 contains 8215 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 31558 members 
Mstep: Class 30 contains 82341 members 
Mstep: Class 31 contains 6624 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 6559 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6553 members 
Mstep: Class 39 contains 23434 members 
Mstep: Class 40 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141967952.000000 Penalty: 138613.031250
Iteration 100F: 41 clusters Score -1.41968e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17671 members 
Mstep: Class 5 contains 45189 members 
Mstep: Class 6 contains 35709 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 14458 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 34679 members 
Mstep: Class 13 contains 42260 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 28694 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 60519 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 163617 members 
Mstep: Class 21 contains 381165 members 
Mstep: Class 22 contains 68748 members 
Mstep: Class 23 contains 12138 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 16846 members 
Mstep: Class 26 contains 12385 members 
Mstep: Class 27 contains 8218 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 31532 members 
Mstep: Class 30 contains 82323 members 
Mstep: Class 31 contains 6621 members 
Mstep: Class 32 contains 11471 members 
Mstep: Class 33 contains 6561 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6583 members 
Mstep: Class 39 contains 23942 members 
Mstep: Class 40 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968240.000000 Penalty: 138613.031250
Iteration 101Q: 41 clusters Score -1.419682e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 45152 members 
Mstep: Class 6 contains 35706 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 13 contains 42233 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 28700 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 60523 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 163170 members 
Mstep: Class 21 contains 381186 members 
Mstep: Class 22 contains 68732 members 
Mstep: Class 23 contains 12146 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 16868 members 
Mstep: Class 26 contains 12395 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 31515 members 
Mstep: Class 30 contains 82303 members 
Mstep: Class 31 contains 6622 members 
Mstep: Class 32 contains 11412 members 
Mstep: Class 33 contains 6564 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6606 members 
Mstep: Class 39 contains 24416 members 
Mstep: Class 40 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968480.000000 Penalty: 138613.031250
Iteration 102Q: 41 clusters Score -1.419685e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17662 members 
Mstep: Class 5 contains 45111 members 
Mstep: Class 6 contains 35694 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 42213 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 28698 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 60542 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2662 members 
Mstep: Class 20 contains 162771 members 
Mstep: Class 21 contains 381191 members 
Mstep: Class 22 contains 68726 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 16874 members 
Mstep: Class 26 contains 12404 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 31523 members 
Mstep: Class 30 contains 82287 members 
Mstep: Class 31 contains 6622 members 
Mstep: Class 32 contains 11350 members 
Mstep: Class 33 contains 6564 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6625 members 
Mstep: Class 39 contains 24825 members 
Mstep: Class 40 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969152.000000 Penalty: 138613.031250
Iteration 103Q: 41 clusters Score -1.419692e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 45096 members 
Mstep: Class 6 contains 35691 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 14467 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 13 contains 42190 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 2584 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 162419 members 
Mstep: Class 21 contains 381216 members 
Mstep: Class 22 contains 68716 members 
Mstep: Class 23 contains 12158 members 
Mstep: Class 24 contains 479 members 
Mstep: Class 25 contains 16834 members 
Mstep: Class 26 contains 12415 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 31521 members 
Mstep: Class 30 contains 82273 members 
Mstep: Class 31 contains 6625 members 
Mstep: Class 32 contains 11291 members 
Mstep: Class 33 contains 6565 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 25181 members 
Mstep: Class 40 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969280.000000 Penalty: 138613.031250
Iteration 104Q: 41 clusters Score -1.419693e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17650 members 
Mstep: Class 5 contains 45087 members 
Mstep: Class 6 contains 35696 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 34659 members 
Mstep: Class 13 contains 42165 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 28743 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 60572 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 162155 members 
Mstep: Class 21 contains 381211 members 
Mstep: Class 22 contains 68707 members 
Mstep: Class 23 contains 12162 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 16782 members 
Mstep: Class 26 contains 12423 members 
Mstep: Class 27 contains 8201 members 
Mstep: Class 28 contains 6850 members 
Mstep: Class 29 contains 31516 members 
Mstep: Class 30 contains 82252 members 
Mstep: Class 31 contains 6617 members 
Mstep: Class 32 contains 11237 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6651 members 
Mstep: Class 39 contains 25489 members 
Mstep: Class 40 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969440.000000 Penalty: 138613.031250
Iteration 105Q: 41 clusters Score -1.419694e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 45080 members 
Mstep: Class 6 contains 35703 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 42130 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 28741 members 
Mstep: Class 16 contains 2622 members 
Mstep: Class 17 contains 60580 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 161924 members 
Mstep: Class 21 contains 381228 members 
Mstep: Class 22 contains 68702 members 
Mstep: Class 23 contains 12162 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16757 members 
Mstep: Class 26 contains 12432 members 
Mstep: Class 27 contains 8199 members 
Mstep: Class 28 contains 6849 members 
Mstep: Class 29 contains 31504 members 
Mstep: Class 30 contains 82233 members 
Mstep: Class 31 contains 6615 members 
Mstep: Class 32 contains 11180 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6661 members 
Mstep: Class 39 contains 25775 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969632.000000 Penalty: 138613.031250
Iteration 106Q: 41 clusters Score -1.419696e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17646 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 35706 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34652 members 
Mstep: Class 13 contains 42086 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 28739 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 60592 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 161740 members 
Mstep: Class 21 contains 381246 members 
Mstep: Class 22 contains 68690 members 
Mstep: Class 23 contains 12164 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16740 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 6845 members 
Mstep: Class 29 contains 31493 members 
Mstep: Class 30 contains 82214 members 
Mstep: Class 31 contains 6604 members 
Mstep: Class 32 contains 11136 members 
Mstep: Class 33 contains 6568 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6676 members 
Mstep: Class 39 contains 26011 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969808.000000 Penalty: 138613.031250
Iteration 107Q: 41 clusters Score -1.419698e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17644 members 
Mstep: Class 5 contains 45069 members 
Mstep: Class 6 contains 35714 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 34651 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 60586 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 161580 members 
Mstep: Class 21 contains 381249 members 
Mstep: Class 22 contains 68686 members 
Mstep: Class 23 contains 12171 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16703 members 
Mstep: Class 26 contains 12446 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 6846 members 
Mstep: Class 29 contains 31485 members 
Mstep: Class 30 contains 82206 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 11102 members 
Mstep: Class 33 contains 6567 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6689 members 
Mstep: Class 39 contains 26216 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969456.000000 Penalty: 138613.031250
Iteration 108Q: 41 clusters Score -1.419695e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17643 members 
Mstep: Class 5 contains 45053 members 
Mstep: Class 6 contains 35723 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 34652 members 
Mstep: Class 13 contains 42034 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 60595 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 161440 members 
Mstep: Class 21 contains 381244 members 
Mstep: Class 22 contains 68682 members 
Mstep: Class 23 contains 12171 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16643 members 
Mstep: Class 26 contains 12455 members 
Mstep: Class 27 contains 8192 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 82196 members 
Mstep: Class 31 contains 6599 members 
Mstep: Class 32 contains 11068 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 26408 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969648.000000 Penalty: 138613.031250
Iteration 109Q: 41 clusters Score -1.419696e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17641 members 
Mstep: Class 5 contains 45057 members 
Mstep: Class 6 contains 35726 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5303 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 34646 members 
Mstep: Class 13 contains 42020 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 60595 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 161308 members 
Mstep: Class 21 contains 381241 members 
Mstep: Class 22 contains 68678 members 
Mstep: Class 23 contains 12170 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16594 members 
Mstep: Class 26 contains 12459 members 
Mstep: Class 27 contains 8195 members 
Mstep: Class 28 contains 6845 members 
Mstep: Class 29 contains 31470 members 
Mstep: Class 30 contains 82176 members 
Mstep: Class 31 contains 6592 members 
Mstep: Class 32 contains 11032 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 26596 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969984.000000 Penalty: 138613.031250
Iteration 110Q: 41 clusters Score -1.4197e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17642 members 
Mstep: Class 5 contains 45063 members 
Mstep: Class 6 contains 35731 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5350 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 34634 members 
Mstep: Class 13 contains 41998 members 
Mstep: Class 14 contains 7641 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 60587 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 161192 members 
Mstep: Class 21 contains 381248 members 
Mstep: Class 22 contains 68670 members 
Mstep: Class 23 contains 12168 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16577 members 
Mstep: Class 26 contains 12464 members 
Mstep: Class 27 contains 8191 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31465 members 
Mstep: Class 30 contains 82160 members 
Mstep: Class 31 contains 6590 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 6567 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6726 members 
Mstep: Class 39 contains 26766 members 
Mstep: Class 40 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970208.000000 Penalty: 138613.031250
Iteration 111Q: 41 clusters Score -1.419702e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 45057 members 
Mstep: Class 6 contains 35726 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5395 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 11170 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 34629 members 
Mstep: Class 13 contains 41976 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 28715 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 60586 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 161086 members 
Mstep: Class 21 contains 381257 members 
Mstep: Class 22 contains 68667 members 
Mstep: Class 23 contains 12163 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16544 members 
Mstep: Class 26 contains 12472 members 
Mstep: Class 27 contains 8186 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 31465 members 
Mstep: Class 30 contains 82146 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6733 members 
Mstep: Class 39 contains 26924 members 
Mstep: Class 40 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970208.000000 Penalty: 138613.031250
Iteration 112Q: 41 clusters Score -1.419702e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 45043 members 
Mstep: Class 6 contains 35724 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 34622 members 
Mstep: Class 13 contains 41944 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 28713 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 60586 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 160979 members 
Mstep: Class 21 contains 381279 members 
Mstep: Class 22 contains 68658 members 
Mstep: Class 23 contains 12156 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16516 members 
Mstep: Class 26 contains 12476 members 
Mstep: Class 27 contains 8184 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 31456 members 
Mstep: Class 30 contains 82139 members 
Mstep: Class 31 contains 6588 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 6570 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6744 members 
Mstep: Class 39 contains 27076 members 
Mstep: Class 40 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970352.000000 Penalty: 138613.031250
Iteration 113Q: 41 clusters Score -1.419704e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 45027 members 
Mstep: Class 6 contains 35723 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 34623 members 
Mstep: Class 13 contains 41917 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 28719 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 60592 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 160867 members 
Mstep: Class 21 contains 381298 members 
Mstep: Class 22 contains 68649 members 
Mstep: Class 23 contains 12155 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16501 members 
Mstep: Class 26 contains 12486 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 31453 members 
Mstep: Class 30 contains 82123 members 
Mstep: Class 31 contains 6586 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 6571 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6756 members 
Mstep: Class 39 contains 27197 members 
Mstep: Class 40 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970384.000000 Penalty: 138613.031250
Iteration 114Q: 41 clusters Score -1.419704e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17641 members 
Mstep: Class 5 contains 45022 members 
Mstep: Class 6 contains 35711 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5541 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11161 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34621 members 
Mstep: Class 13 contains 41889 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 60595 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 160759 members 
Mstep: Class 21 contains 381301 members 
Mstep: Class 22 contains 68645 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16476 members 
Mstep: Class 26 contains 12498 members 
Mstep: Class 27 contains 8181 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 31448 members 
Mstep: Class 30 contains 82118 members 
Mstep: Class 31 contains 6584 members 
Mstep: Class 32 contains 10895 members 
Mstep: Class 33 contains 6572 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6766 members 
Mstep: Class 39 contains 27324 members 
Mstep: Class 40 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970304.000000 Penalty: 138613.031250
Iteration 115Q: 41 clusters Score -1.419703e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 45021 members 
Mstep: Class 6 contains 35704 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 10531 members 
Mstep: Class 12 contains 34616 members 
Mstep: Class 13 contains 41866 members 
Mstep: Class 14 contains 7653 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 60605 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 160678 members 
Mstep: Class 21 contains 381320 members 
Mstep: Class 22 contains 68634 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16446 members 
Mstep: Class 26 contains 12500 members 
Mstep: Class 27 contains 8182 members 
Mstep: Class 28 contains 6843 members 
Mstep: Class 29 contains 31440 members 
Mstep: Class 30 contains 82111 members 
Mstep: Class 31 contains 6593 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 6573 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 27429 members 
Mstep: Class 40 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970272.000000 Penalty: 138613.031250
Iteration 116Q: 41 clusters Score -1.419703e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17637 members 
Mstep: Class 5 contains 45008 members 
Mstep: Class 6 contains 35706 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 34613 members 
Mstep: Class 13 contains 41843 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 28738 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60619 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 160601 members 
Mstep: Class 21 contains 381313 members 
Mstep: Class 22 contains 68631 members 
Mstep: Class 23 contains 12155 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16423 members 
Mstep: Class 26 contains 12503 members 
Mstep: Class 27 contains 8182 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31439 members 
Mstep: Class 30 contains 82099 members 
Mstep: Class 31 contains 6599 members 
Mstep: Class 32 contains 10845 members 
Mstep: Class 33 contains 6573 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6782 members 
Mstep: Class 39 contains 27526 members 
Mstep: Class 40 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970384.000000 Penalty: 138613.031250
Iteration 117Q: 41 clusters Score -1.419704e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17632 members 
Mstep: Class 5 contains 44988 members 
Mstep: Class 6 contains 35707 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5634 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 11161 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34609 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 7657 members 
Mstep: Class 15 contains 28748 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 60625 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 160546 members 
Mstep: Class 21 contains 381333 members 
Mstep: Class 22 contains 68630 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16404 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31438 members 
Mstep: Class 30 contains 82086 members 
Mstep: Class 31 contains 6599 members 
Mstep: Class 32 contains 10825 members 
Mstep: Class 33 contains 6572 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 27603 members 
Mstep: Class 40 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970240.000000 Penalty: 138613.031250
Iteration 118Q: 41 clusters Score -1.419702e+08 nChanged 337
Entering ConstructFrom: 
Score: -141970240.000000 Penalty: 138613.031250
Entering ConstructFrom: 
Trying to split cluster 1 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -113437.281250 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -113437.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111479.726562 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -111479.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111910.640625 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -111910.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112079.945312 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -112079.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112206.171875 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -112206.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112394.890625 Penalty: 3459.805176
	Iteration 4F: 3 clusters Score -112394.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112671.546875 Penalty: 3459.805176
	Iteration 5F: 3 clusters Score -112671.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112985.796875 Penalty: 3459.805176
	Iteration 6F: 3 clusters Score -112985.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113296.679688 Penalty: 3459.805176
	Iteration 7F: 3 clusters Score -113296.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113766.632812 Penalty: 3459.805176
	Iteration 8F: 3 clusters Score -113766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114488.171875 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -114488.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114630.453125 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -114630.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114787.625000 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -114787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114828.757812 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -114828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114836.492188 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -114836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114842.835938 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -114842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114854.062500 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -114854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114864.804688 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -114864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114876.914062 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -114876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114880.109375 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -114880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -114882.179688 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -114882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114891.515625 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -114891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114908.804688 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -114908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114941.328125 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -114941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115055.578125 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -115055.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115296.085938 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -115296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115409.328125 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -115409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115435.257812 Penalty: 3459.805176
	Iteration 26Q: 3 clusters Score -115435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115440.390625 Penalty: 3459.805176
	Iteration 27Q: 3 clusters Score -115440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -115440.390625 Penalty: 3459.805176
	Iteration 28F: 3 clusters Score -115440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31434 members 
Mstep: Class 30 contains 82080 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Entering Unmasked Estep 
Score: -141970592.000000 Penalty: 142078.359375
Splitting cluster 1 changes total score from -141970240.000000 to -141970592.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25574.380859 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25574.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24411.255859 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24411.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24499.623047 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24499.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24525.369141 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24525.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24533.244141 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24533.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24542.068359 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -24542.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24542.068359 Penalty: 2732.656738
	Iteration 5F: 3 clusters Score -24542.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -288477.812500 Penalty: 1921.404053
	Iteration 0F: 2 clusters Score -288477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285625.218750 Penalty: 3842.808105
	Iteration 0F: 3 clusters Score -285625.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286133.531250 Penalty: 3842.808105
	Iteration 1F: 3 clusters Score -286133.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -286255.625000 Penalty: 3842.808105
	Iteration 2F: 3 clusters Score -286255.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286329.187500 Penalty: 3842.808105
	Iteration 3Q: 3 clusters Score -286329.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -286365.625000 Penalty: 3842.808105
	Iteration 4Q: 3 clusters Score -286365.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -286394.093750 Penalty: 3842.808105
	Iteration 5Q: 3 clusters Score -286394.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -286421.500000 Penalty: 3842.808105
	Iteration 6Q: 3 clusters Score -286421.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -286446.437500 Penalty: 3842.808105
	Iteration 7Q: 3 clusters Score -286446.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -286467.968750 Penalty: 3842.808105
	Iteration 8Q: 3 clusters Score -286468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286482.218750 Penalty: 3842.808105
	Iteration 9Q: 3 clusters Score -286482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286496.781250 Penalty: 3842.808105
	Iteration 10Q: 3 clusters Score -286496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286506.687500 Penalty: 3842.808105
	Iteration 11Q: 3 clusters Score -286506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -286511.593750 Penalty: 3842.808105
	Iteration 12Q: 3 clusters Score -286511.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286518.750000 Penalty: 3842.808105
	Iteration 13Q: 3 clusters Score -286518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286522.468750 Penalty: 3842.808105
	Iteration 14Q: 3 clusters Score -286522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286525.406250 Penalty: 3842.808105
	Iteration 15Q: 3 clusters Score -286525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -286527.437500 Penalty: 3842.808105
	Iteration 16Q: 3 clusters Score -286527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -286528.656250 Penalty: 3842.808105
	Iteration 17Q: 3 clusters Score -286528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -286529.031250 Penalty: 3842.808105
	Iteration 18Q: 3 clusters Score -286529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -286531.593750 Penalty: 3842.808105
	Iteration 19Q: 3 clusters Score -286531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -286534.468750 Penalty: 3842.808105
	Iteration 20F: 3 clusters Score -286534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286537.062500 Penalty: 3842.808105
	Iteration 21Q: 3 clusters Score -286537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286538.156250 Penalty: 3842.808105
	Iteration 22Q: 3 clusters Score -286538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286539.156250 Penalty: 3842.808105
	Iteration 23Q: 3 clusters Score -286539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286539.218750 Penalty: 3842.808105
	Iteration 24Q: 3 clusters Score -286539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286539.218750 Penalty: 3842.808105
	Iteration 25F: 3 clusters Score -286539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -2243072.750000 Penalty: 2424.770508
	Iteration 0F: 2 clusters Score -2243073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2230492.750000 Penalty: 4849.541016
	Iteration 0F: 3 clusters Score -2230493 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2234685.750000 Penalty: 4849.541016
	Iteration 1F: 3 clusters Score -2234686 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2235180.750000 Penalty: 4849.541016
	Iteration 2F: 3 clusters Score -2235181 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2235624.500000 Penalty: 4849.541016
	Iteration 3F: 3 clusters Score -2235624 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2236070.250000 Penalty: 4849.541016
	Iteration 4Q: 3 clusters Score -2236070 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2236483.750000 Penalty: 4849.541016
	Iteration 5Q: 3 clusters Score -2236484 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2236926.750000 Penalty: 4849.541016
	Iteration 6Q: 3 clusters Score -2236927 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2237424.500000 Penalty: 4849.541016
	Iteration 7Q: 3 clusters Score -2237424 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2238008.250000 Penalty: 4849.541016
	Iteration 8Q: 3 clusters Score -2238008 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2238639.250000 Penalty: 4849.541016
	Iteration 9F: 3 clusters Score -2238639 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2239124.000000 Penalty: 4849.541016
	Iteration 10Q: 3 clusters Score -2239124 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2239460.750000 Penalty: 4849.541016
	Iteration 11Q: 3 clusters Score -2239461 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2239669.250000 Penalty: 4849.541016
	Iteration 12Q: 3 clusters Score -2239669 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2239809.250000 Penalty: 4849.541016
	Iteration 13Q: 3 clusters Score -2239809 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2239914.750000 Penalty: 4849.541016
	Iteration 14Q: 3 clusters Score -2239915 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2239991.750000 Penalty: 4849.541016
	Iteration 15Q: 3 clusters Score -2239992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2240066.250000 Penalty: 4849.541016
	Iteration 16Q: 3 clusters Score -2240066 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2240132.500000 Penalty: 4849.541016
	Iteration 17Q: 3 clusters Score -2240132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2240185.000000 Penalty: 4849.541016
	Iteration 18Q: 3 clusters Score -2240185 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2240226.250000 Penalty: 4849.541016
	Iteration 19Q: 3 clusters Score -2240226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2240280.500000 Penalty: 4849.541016
	Iteration 20F: 3 clusters Score -2240280 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2240328.500000 Penalty: 4849.541016
	Iteration 21Q: 3 clusters Score -2240328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2240359.250000 Penalty: 4849.541016
	Iteration 22Q: 3 clusters Score -2240359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2240392.250000 Penalty: 4849.541016
	Iteration 23Q: 3 clusters Score -2240392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2240430.750000 Penalty: 4849.541016
	Iteration 24Q: 3 clusters Score -2240431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2240465.750000 Penalty: 4849.541016
	Iteration 25Q: 3 clusters Score -2240466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2240494.750000 Penalty: 4849.541016
	Iteration 26Q: 3 clusters Score -2240495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2240529.500000 Penalty: 4849.541016
	Iteration 27Q: 3 clusters Score -2240530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2240550.500000 Penalty: 4849.541016
	Iteration 28Q: 3 clusters Score -2240550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2240588.750000 Penalty: 4849.541016
	Iteration 29Q: 3 clusters Score -2240589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2240611.000000 Penalty: 4849.541016
	Iteration 30Q: 3 clusters Score -2240611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2240627.250000 Penalty: 4849.541016
	Iteration 31Q: 3 clusters Score -2240627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2240645.000000 Penalty: 4849.541016
	Iteration 32Q: 3 clusters Score -2240645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2240677.000000 Penalty: 4849.541016
	Iteration 33Q: 3 clusters Score -2240677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2240696.750000 Penalty: 4849.541016
	Iteration 34Q: 3 clusters Score -2240697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2240705.250000 Penalty: 4849.541016
	Iteration 35Q: 3 clusters Score -2240705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2240730.500000 Penalty: 4849.541016
	Iteration 36Q: 3 clusters Score -2240730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2240744.000000 Penalty: 4849.541016
	Iteration 37Q: 3 clusters Score -2240744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2240764.750000 Penalty: 4849.541016
	Iteration 38Q: 3 clusters Score -2240765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2240785.250000 Penalty: 4849.541016
	Iteration 39Q: 3 clusters Score -2240785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2240814.250000 Penalty: 4849.541016
	Iteration 40F: 3 clusters Score -2240814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2240838.750000 Penalty: 4849.541016
	Iteration 41Q: 3 clusters Score -2240839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2240858.500000 Penalty: 4849.541016
	Iteration 42Q: 3 clusters Score -2240858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2240888.250000 Penalty: 4849.541016
	Iteration 43Q: 3 clusters Score -2240888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2240918.750000 Penalty: 4849.541016
	Iteration 44Q: 3 clusters Score -2240919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2240929.000000 Penalty: 4849.541016
	Iteration 45Q: 3 clusters Score -2240929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2240948.500000 Penalty: 4849.541016
	Iteration 46Q: 3 clusters Score -2240948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2240955.250000 Penalty: 4849.541016
	Iteration 47Q: 3 clusters Score -2240955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2240966.750000 Penalty: 4849.541016
	Iteration 48Q: 3 clusters Score -2240967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2240984.000000 Penalty: 4849.541016
	Iteration 49Q: 3 clusters Score -2240984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2241000.000000 Penalty: 4849.541016
	Iteration 50Q: 3 clusters Score -2241000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2241003.000000 Penalty: 4849.541016
	Iteration 51Q: 3 clusters Score -2241003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2241016.750000 Penalty: 4849.541016
	Iteration 52Q: 3 clusters Score -2241017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2241024.750000 Penalty: 4849.541016
	Iteration 53Q: 3 clusters Score -2241025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2241034.750000 Penalty: 4849.541016
	Iteration 54Q: 3 clusters Score -2241035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2241047.250000 Penalty: 4849.541016
	Iteration 55Q: 3 clusters Score -2241047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2241041.750000 Penalty: 4849.541016
	Iteration 56Q: 3 clusters Score -2241042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2241049.500000 Penalty: 4849.541016
	Iteration 57Q: 3 clusters Score -2241050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2241058.000000 Penalty: 4849.541016
	Iteration 58Q: 3 clusters Score -2241058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2241066.500000 Penalty: 4849.541016
	Iteration 59Q: 3 clusters Score -2241066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2241077.250000 Penalty: 4849.541016
	Iteration 60F: 3 clusters Score -2241077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2241089.000000 Penalty: 4849.541016
	Iteration 61Q: 3 clusters Score -2241089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2241099.000000 Penalty: 4849.541016
	Iteration 62Q: 3 clusters Score -2241099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2241099.250000 Penalty: 4849.541016
	Iteration 63Q: 3 clusters Score -2241099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2241103.750000 Penalty: 4849.541016
	Iteration 64Q: 3 clusters Score -2241104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2241107.500000 Penalty: 4849.541016
	Iteration 65Q: 3 clusters Score -2241108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2241109.000000 Penalty: 4849.541016
	Iteration 66Q: 3 clusters Score -2241109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2241111.750000 Penalty: 4849.541016
	Iteration 67Q: 3 clusters Score -2241112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2241113.250000 Penalty: 4849.541016
	Iteration 68Q: 3 clusters Score -2241113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2241111.250000 Penalty: 4849.541016
	Iteration 69Q: 3 clusters Score -2241111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2241119.250000 Penalty: 4849.541016
	Iteration 70Q: 3 clusters Score -2241119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2241122.500000 Penalty: 4849.541016
	Iteration 71Q: 3 clusters Score -2241122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2241122.000000 Penalty: 4849.541016
	Iteration 72Q: 3 clusters Score -2241122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2241123.250000 Penalty: 4849.541016
	Iteration 73Q: 3 clusters Score -2241123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2241131.500000 Penalty: 4849.541016
	Iteration 74Q: 3 clusters Score -2241132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2241132.750000 Penalty: 4849.541016
	Iteration 75Q: 3 clusters Score -2241133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2241141.750000 Penalty: 4849.541016
	Iteration 76Q: 3 clusters Score -2241142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2241149.250000 Penalty: 4849.541016
	Iteration 77Q: 3 clusters Score -2241149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2241149.750000 Penalty: 4849.541016
	Iteration 78Q: 3 clusters Score -2241150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2241149.500000 Penalty: 4849.541016
	Iteration 79Q: 3 clusters Score -2241150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2241150.750000 Penalty: 4849.541016
	Iteration 80F: 3 clusters Score -2241151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2241152.750000 Penalty: 4849.541016
	Iteration 81Q: 3 clusters Score -2241153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2241153.500000 Penalty: 4849.541016
	Iteration 82Q: 3 clusters Score -2241154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2241159.000000 Penalty: 4849.541016
	Iteration 83Q: 3 clusters Score -2241159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2241156.250000 Penalty: 4849.541016
	Iteration 84Q: 3 clusters Score -2241156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2241155.500000 Penalty: 4849.541016
	Iteration 85Q: 3 clusters Score -2241156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2241158.500000 Penalty: 4849.541016
	Iteration 86Q: 3 clusters Score -2241158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2241157.000000 Penalty: 4849.541016
	Iteration 87Q: 3 clusters Score -2241157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2241158.500000 Penalty: 4849.541016
	Iteration 88Q: 3 clusters Score -2241158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2241163.750000 Penalty: 4849.541016
	Iteration 89Q: 3 clusters Score -2241164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2241165.500000 Penalty: 4849.541016
	Iteration 90Q: 3 clusters Score -2241166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2241168.500000 Penalty: 4849.541016
	Iteration 91Q: 3 clusters Score -2241168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2241171.000000 Penalty: 4849.541016
	Iteration 92Q: 3 clusters Score -2241171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2241170.500000 Penalty: 4849.541016
	Iteration 93Q: 3 clusters Score -2241170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2241170.500000 Penalty: 4849.541016
	Iteration 94Q: 3 clusters Score -2241170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2241171.250000 Penalty: 4849.541016
	Iteration 95Q: 3 clusters Score -2241171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2241171.750000 Penalty: 4849.541016
	Iteration 96Q: 3 clusters Score -2241172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2241172.250000 Penalty: 4849.541016
	Iteration 97Q: 3 clusters Score -2241172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2241169.750000 Penalty: 4849.541016
	Iteration 98Q: 3 clusters Score -2241170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2241169.500000 Penalty: 4849.541016
	Iteration 99Q: 3 clusters Score -2241170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2241169.500000 Penalty: 4849.541016
	Iteration 100F: 3 clusters Score -2241170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Entering Unmasked Estep 
Score: -5301083.000000 Penalty: 2657.070801
	Iteration 0F: 2 clusters Score -5301083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5270648.000000 Penalty: 5314.141602
	Iteration 0F: 3 clusters Score -5270648 nChanged 20651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5282604.500000 Penalty: 5314.141602
	Iteration 1F: 3 clusters Score -5282604 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5283454.500000 Penalty: 5314.141602
	Iteration 2Q: 3 clusters Score -5283454 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5284382.000000 Penalty: 5314.141602
	Iteration 3Q: 3 clusters Score -5284382 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5285419.000000 Penalty: 5314.141602
	Iteration 4Q: 3 clusters Score -5285419 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -5286546.500000 Penalty: 5314.141602
	Iteration 5F: 3 clusters Score -5286546 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5287697.000000 Penalty: 5314.141602
	Iteration 6F: 3 clusters Score -5287697 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5288838.000000 Penalty: 5314.141602
	Iteration 7F: 3 clusters Score -5288838 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5290016.000000 Penalty: 5314.141602
	Iteration 8Q: 3 clusters Score -5290016 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -5291053.500000 Penalty: 5314.141602
	Iteration 9Q: 3 clusters Score -5291054 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -5291920.500000 Penalty: 5314.141602
	Iteration 10Q: 3 clusters Score -5291920 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5292649.000000 Penalty: 5314.141602
	Iteration 11Q: 3 clusters Score -5292649 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5293270.500000 Penalty: 5314.141602
	Iteration 12Q: 3 clusters Score -5293270 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -5293721.000000 Penalty: 5314.141602
	Iteration 13Q: 3 clusters Score -5293721 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5294059.000000 Penalty: 5314.141602
	Iteration 14Q: 3 clusters Score -5294059 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5294348.000000 Penalty: 5314.141602
	Iteration 15Q: 3 clusters Score -5294348 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5294560.000000 Penalty: 5314.141602
	Iteration 16Q: 3 clusters Score -5294560 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5294780.000000 Penalty: 5314.141602
	Iteration 17Q: 3 clusters Score -5294780 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -5294967.500000 Penalty: 5314.141602
	Iteration 18Q: 3 clusters Score -5294968 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5295173.000000 Penalty: 5314.141602
	Iteration 19Q: 3 clusters Score -5295173 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5295401.000000 Penalty: 5314.141602
	Iteration 20F: 3 clusters Score -5295401 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -5295687.000000 Penalty: 5314.141602
	Iteration 21Q: 3 clusters Score -5295687 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -5295993.500000 Penalty: 5314.141602
	Iteration 22Q: 3 clusters Score -5295994 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -5296355.500000 Penalty: 5314.141602
	Iteration 23Q: 3 clusters Score -5296356 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -5296767.500000 Penalty: 5314.141602
	Iteration 24Q: 3 clusters Score -5296768 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5297125.500000 Penalty: 5314.141602
	Iteration 25Q: 3 clusters Score -5297126 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5297451.500000 Penalty: 5314.141602
	Iteration 26Q: 3 clusters Score -5297452 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5297729.000000 Penalty: 5314.141602
	Iteration 27Q: 3 clusters Score -5297729 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5297961.000000 Penalty: 5314.141602
	Iteration 28Q: 3 clusters Score -5297961 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5298156.500000 Penalty: 5314.141602
	Iteration 29Q: 3 clusters Score -5298156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5298349.500000 Penalty: 5314.141602
	Iteration 30Q: 3 clusters Score -5298350 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5298506.000000 Penalty: 5314.141602
	Iteration 31Q: 3 clusters Score -5298506 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5298653.500000 Penalty: 5314.141602
	Iteration 32Q: 3 clusters Score -5298654 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5298813.500000 Penalty: 5314.141602
	Iteration 33Q: 3 clusters Score -5298814 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5298922.500000 Penalty: 5314.141602
	Iteration 34Q: 3 clusters Score -5298922 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5299010.000000 Penalty: 5314.141602
	Iteration 35Q: 3 clusters Score -5299010 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5299071.500000 Penalty: 5314.141602
	Iteration 36Q: 3 clusters Score -5299072 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5299179.500000 Penalty: 5314.141602
	Iteration 37Q: 3 clusters Score -5299180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5299231.000000 Penalty: 5314.141602
	Iteration 38Q: 3 clusters Score -5299231 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5299310.000000 Penalty: 5314.141602
	Iteration 39Q: 3 clusters Score -5299310 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5299353.000000 Penalty: 5314.141602
	Iteration 40F: 3 clusters Score -5299353 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5299398.000000 Penalty: 5314.141602
	Iteration 41Q: 3 clusters Score -5299398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5299459.000000 Penalty: 5314.141602
	Iteration 42Q: 3 clusters Score -5299459 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -5299515.000000 Penalty: 5314.141602
	Iteration 43Q: 3 clusters Score -5299515 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5299553.000000 Penalty: 5314.141602
	Iteration 44Q: 3 clusters Score -5299553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5299573 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5299602.000000 Penalty: 5314.141602
	Iteration 46Q: 3 clusters Score -5299602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5299621.500000 Penalty: 5314.141602
	Iteration 47Q: 3 clusters Score -5299622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5299641.500000 Penalty: 5314.141602
	Iteration 48Q: 3 clusters Score -5299642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5299645.500000 Penalty: 5314.141602
	Iteration 49Q: 3 clusters Score -5299646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -5299654.000000 Penalty: 5314.141602
	Iteration 50Q: 3 clusters Score -5299654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5299664.000000 Penalty: 5314.141602
	Iteration 51Q: 3 clusters Score -5299664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5299679.000000 Penalty: 5314.141602
	Iteration 52Q: 3 clusters Score -5299679 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5299682.500000 Penalty: 5314.141602
	Iteration 53Q: 3 clusters Score -5299682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -5299696.000000 Penalty: 5314.141602
	Iteration 54Q: 3 clusters Score -5299696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5299695.500000 Penalty: 5314.141602
	Iteration 55Q: 3 clusters Score -5299696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5299707.500000 Penalty: 5314.141602
	Iteration 56Q: 3 clusters Score -5299708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5299717.500000 Penalty: 5314.141602
	Iteration 57Q: 3 clusters Score -5299718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5299721.500000 Penalty: 5314.141602
	Iteration 58Q: 3 clusters Score -5299722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5299720.500000 Penalty: 5314.141602
	Iteration 59Q: 3 clusters Score -5299720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5299741.000000 Penalty: 5314.141602
	Iteration 60F: 3 clusters Score -5299741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5299748.000000 Penalty: 5314.141602
	Iteration 61Q: 3 clusters Score -5299748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5299750.000000 Penalty: 5314.141602
	Iteration 62Q: 3 clusters Score -5299750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5299753.500000 Penalty: 5314.141602
	Iteration 63Q: 3 clusters Score -5299754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5299770.000000 Penalty: 5314.141602
	Iteration 64Q: 3 clusters Score -5299770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5299768.000000 Penalty: 5314.141602
	Iteration 65Q: 3 clusters Score -5299768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5299772.500000 Penalty: 5314.141602
	Iteration 66Q: 3 clusters Score -5299772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5299765.000000 Penalty: 5314.141602
	Iteration 67Q: 3 clusters Score -5299765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5299771.500000 Penalty: 5314.141602
	Iteration 68Q: 3 clusters Score -5299772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -5299775.500000 Penalty: 5314.141602
	Iteration 69Q: 3 clusters Score -5299776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5299773.000000 Penalty: 5314.141602
	Iteration 70Q: 3 clusters Score -5299773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5299780.000000 Penalty: 5314.141602
	Iteration 71Q: 3 clusters Score -5299780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5299783.500000 Penalty: 5314.141602
	Iteration 72Q: 3 clusters Score -5299784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5299782.500000 Penalty: 5314.141602
	Iteration 73Q: 3 clusters Score -5299782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5299782.500000 Penalty: 5314.141602
	Iteration 74Q: 3 clusters Score -5299782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5299780.500000 Penalty: 5314.141602
	Iteration 75Q: 3 clusters Score -5299780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5299766.500000 Penalty: 5314.141602
	Iteration 76Q: 3 clusters Score -5299766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5299767.000000 Penalty: 5314.141602
	Iteration 77Q: 3 clusters Score -5299767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5299770.000000 Penalty: 5314.141602
	Iteration 78Q: 3 clusters Score -5299770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5299773.500000 Penalty: 5314.141602
	Iteration 79Q: 3 clusters Score -5299774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5299775.000000 Penalty: 5314.141602
	Iteration 80F: 3 clusters Score -5299775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5299766.000000 Penalty: 5314.141602
	Iteration 81Q: 3 clusters Score -5299766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5299760.500000 Penalty: 5314.141602
	Iteration 82Q: 3 clusters Score -5299760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5299777.000000 Penalty: 5314.141602
	Iteration 83Q: 3 clusters Score -5299777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5299774.500000 Penalty: 5314.141602
	Iteration 84Q: 3 clusters Score -5299774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5299782.500000 Penalty: 5314.141602
	Iteration 85Q: 3 clusters Score -5299782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5299784.000000 Penalty: 5314.141602
	Iteration 86Q: 3 clusters Score -5299784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5299787.000000 Penalty: 5314.141602
	Iteration 87Q: 3 clusters Score -5299787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5299787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5299789.500000 Penalty: 5314.141602
	Iteration 89Q: 3 clusters Score -5299790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5299779.000000 Penalty: 5314.141602
	Iteration 90Q: 3 clusters Score -5299779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5299788.500000 Penalty: 5314.141602
	Iteration 91Q: 3 clusters Score -5299788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5299786.500000 Penalty: 5314.141602
	Iteration 92Q: 3 clusters Score -5299786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5299787.500000 Penalty: 5314.141602
	Iteration 93Q: 3 clusters Score -5299788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5299785.000000 Penalty: 5314.141602
	Iteration 94Q: 3 clusters Score -5299785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5299792.500000 Penalty: 5314.141602
	Iteration 95Q: 3 clusters Score -5299792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5299795.500000 Penalty: 5314.141602
	Iteration 96Q: 3 clusters Score -5299796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
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	Iteration 97F: 3 clusters Score -5299796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35708 members 
Entering Unmasked Estep 
Score: -4410611.000000 Penalty: 2599.816406
	Iteration 0F: 2 clusters Score -4410611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4386546.500000 Penalty: 5199.632812
	Iteration 0F: 3 clusters Score -4386546 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4395538 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4396382 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4397509 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4399035.000000 Penalty: 5199.632812
	Iteration 4F: 3 clusters Score -4399035 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4401042.000000 Penalty: 5199.632812
	Iteration 5F: 3 clusters Score -4401042 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -4403024.500000 Penalty: 5199.632812
	Iteration 6F: 3 clusters Score -4403024 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4404609.000000 Penalty: 5199.632812
	Iteration 7F: 3 clusters Score -4404609 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4405750.500000 Penalty: 5199.632812
	Iteration 8Q: 3 clusters Score -4405750 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4406649.000000 Penalty: 5199.632812
	Iteration 9Q: 3 clusters Score -4406649 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4407275.000000 Penalty: 5199.632812
	Iteration 10Q: 3 clusters Score -4407275 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4407602.500000 Penalty: 5199.632812
	Iteration 11Q: 3 clusters Score -4407602 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4407845.000000 Penalty: 5199.632812
	Iteration 12Q: 3 clusters Score -4407845 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4407996.000000 Penalty: 5199.632812
	Iteration 13Q: 3 clusters Score -4407996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4408102.500000 Penalty: 5199.632812
	Iteration 14Q: 3 clusters Score -4408102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4408157.500000 Penalty: 5199.632812
	Iteration 15Q: 3 clusters Score -4408158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4408225.000000 Penalty: 5199.632812
	Iteration 16Q: 3 clusters Score -4408225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4408253.500000 Penalty: 5199.632812
	Iteration 17Q: 3 clusters Score -4408254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4408288.500000 Penalty: 5199.632812
	Iteration 18Q: 3 clusters Score -4408288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4408310.000000 Penalty: 5199.632812
	Iteration 19Q: 3 clusters Score -4408310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4408332.500000 Penalty: 5199.632812
	Iteration 20F: 3 clusters Score -4408332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4408349.500000 Penalty: 5199.632812
	Iteration 21Q: 3 clusters Score -4408350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4408352.500000 Penalty: 5199.632812
	Iteration 22Q: 3 clusters Score -4408352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4408368.000000 Penalty: 5199.632812
	Iteration 23Q: 3 clusters Score -4408368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4408378.000000 Penalty: 5199.632812
	Iteration 24Q: 3 clusters Score -4408378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4408391.500000 Penalty: 5199.632812
	Iteration 25Q: 3 clusters Score -4408392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4408409.000000 Penalty: 5199.632812
	Iteration 26Q: 3 clusters Score -4408409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4408425.500000 Penalty: 5199.632812
	Iteration 27Q: 3 clusters Score -4408426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4408430.000000 Penalty: 5199.632812
	Iteration 28Q: 3 clusters Score -4408430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4408432.000000 Penalty: 5199.632812
	Iteration 29Q: 3 clusters Score -4408432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4408432.000000 Penalty: 5199.632812
	Iteration 30F: 3 clusters Score -4408432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -144855.515625 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -144855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142817.515625 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -142817.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143401.328125 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -143401.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143940.921875 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -143940.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144340.078125 Penalty: 3536.131592
	Iteration 3F: 3 clusters Score -144340.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -144443.046875 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -144443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144483.000000 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -144483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144498.859375 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -144498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -144513.500000 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -144513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144518.078125 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -144518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -144520.328125 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -144520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -144521.843750 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -144521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -144521.843750 Penalty: 3536.131592
	Iteration 11F: 3 clusters Score -144521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -608893.625000 Penalty: 2143.143799
	Iteration 0F: 2 clusters Score -608893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -603968.000000 Penalty: 4286.287598
	Iteration 0F: 3 clusters Score -603968 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -605404.937500 Penalty: 4286.287598
	Iteration 1F: 3 clusters Score -605404.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -605848.500000 Penalty: 4286.287598
	Iteration 2F: 3 clusters Score -605848.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -606157.437500 Penalty: 4286.287598
	Iteration 3F: 3 clusters Score -606157.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -606376.250000 Penalty: 4286.287598
	Iteration 4F: 3 clusters Score -606376.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -606555.750000 Penalty: 4286.287598
	Iteration 5Q: 3 clusters Score -606555.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -606674.812500 Penalty: 4286.287598
	Iteration 6Q: 3 clusters Score -606674.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -606778.562500 Penalty: 4286.287598
	Iteration 7Q: 3 clusters Score -606778.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -606857.187500 Penalty: 4286.287598
	Iteration 8Q: 3 clusters Score -606857.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -606927.125000 Penalty: 4286.287598
	Iteration 9Q: 3 clusters Score -606927.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -606992.062500 Penalty: 4286.287598
	Iteration 10Q: 3 clusters Score -606992.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -607042.187500 Penalty: 4286.287598
	Iteration 11Q: 3 clusters Score -607042.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -607078.812500 Penalty: 4286.287598
	Iteration 12Q: 3 clusters Score -607078.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -607101.250000 Penalty: 4286.287598
	Iteration 13Q: 3 clusters Score -607101.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -607124.437500 Penalty: 4286.287598
	Iteration 14Q: 3 clusters Score -607124.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -607146.062500 Penalty: 4286.287598
	Iteration 15Q: 3 clusters Score -607146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -607166.875000 Penalty: 4286.287598
	Iteration 16Q: 3 clusters Score -607166.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -607185.875000 Penalty: 4286.287598
	Iteration 17Q: 3 clusters Score -607185.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -607205.500000 Penalty: 4286.287598
	Iteration 18Q: 3 clusters Score -607205.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -607222.750000 Penalty: 4286.287598
	Iteration 19Q: 3 clusters Score -607222.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -607240.875000 Penalty: 4286.287598
	Iteration 20F: 3 clusters Score -607240.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -607258.687500 Penalty: 4286.287598
	Iteration 21Q: 3 clusters Score -607258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -607271.187500 Penalty: 4286.287598
	Iteration 22Q: 3 clusters Score -607271.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -607288.875000 Penalty: 4286.287598
	Iteration 23Q: 3 clusters Score -607288.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -607304.125000 Penalty: 4286.287598
	Iteration 24Q: 3 clusters Score -607304.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -607315.750000 Penalty: 4286.287598
	Iteration 25Q: 3 clusters Score -607315.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -607326.250000 Penalty: 4286.287598
	Iteration 26Q: 3 clusters Score -607326.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -607340.375000 Penalty: 4286.287598
	Iteration 27Q: 3 clusters Score -607340.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -607353.062500 Penalty: 4286.287598
	Iteration 28Q: 3 clusters Score -607353.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -607372.000000 Penalty: 4286.287598
	Iteration 29Q: 3 clusters Score -607372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -607395.375000 Penalty: 4286.287598
	Iteration 30Q: 3 clusters Score -607395.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -607417.125000 Penalty: 4286.287598
	Iteration 31Q: 3 clusters Score -607417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -607446.687500 Penalty: 4286.287598
	Iteration 32Q: 3 clusters Score -607446.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -607480.937500 Penalty: 4286.287598
	Iteration 33Q: 3 clusters Score -607480.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -607508.187500 Penalty: 4286.287598
	Iteration 34Q: 3 clusters Score -607508.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -607531.375000 Penalty: 4286.287598
	Iteration 35Q: 3 clusters Score -607531.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -607562.187500 Penalty: 4286.287598
	Iteration 36Q: 3 clusters Score -607562.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -607585.937500 Penalty: 4286.287598
	Iteration 37Q: 3 clusters Score -607585.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -607609.125000 Penalty: 4286.287598
	Iteration 38Q: 3 clusters Score -607609.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -607629.000000 Penalty: 4286.287598
	Iteration 39Q: 3 clusters Score -607629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -607643.375000 Penalty: 4286.287598
	Iteration 40F: 3 clusters Score -607643.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -607652.875000 Penalty: 4286.287598
	Iteration 41Q: 3 clusters Score -607652.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -607664.812500 Penalty: 4286.287598
	Iteration 42Q: 3 clusters Score -607664.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -607671.687500 Penalty: 4286.287598
	Iteration 43Q: 3 clusters Score -607671.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -607680.562500 Penalty: 4286.287598
	Iteration 44Q: 3 clusters Score -607680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -607692.812500 Penalty: 4286.287598
	Iteration 45Q: 3 clusters Score -607692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -607703.500000 Penalty: 4286.287598
	Iteration 46Q: 3 clusters Score -607703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -607709.562500 Penalty: 4286.287598
	Iteration 47Q: 3 clusters Score -607709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -607715.312500 Penalty: 4286.287598
	Iteration 48Q: 3 clusters Score -607715.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -607726.625000 Penalty: 4286.287598
	Iteration 49Q: 3 clusters Score -607726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -607740.125000 Penalty: 4286.287598
	Iteration 50Q: 3 clusters Score -607740.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -607749.562500 Penalty: 4286.287598
	Iteration 51Q: 3 clusters Score -607749.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -607757.437500 Penalty: 4286.287598
	Iteration 52Q: 3 clusters Score -607757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -607773.187500 Penalty: 4286.287598
	Iteration 53Q: 3 clusters Score -607773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -607779.937500 Penalty: 4286.287598
	Iteration 54Q: 3 clusters Score -607779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -607785.125000 Penalty: 4286.287598
	Iteration 55Q: 3 clusters Score -607785.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -607788.437500 Penalty: 4286.287598
	Iteration 56Q: 3 clusters Score -607788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -607790.875000 Penalty: 4286.287598
	Iteration 57Q: 3 clusters Score -607790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -607791.562500 Penalty: 4286.287598
	Iteration 58F: 3 clusters Score -607791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -607793.062500 Penalty: 4286.287598
	Iteration 59Q: 3 clusters Score -607793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -607796.500000 Penalty: 4286.287598
	Iteration 60F: 3 clusters Score -607796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -607800.312500 Penalty: 4286.287598
	Iteration 61Q: 3 clusters Score -607800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -607806.562500 Penalty: 4286.287598
	Iteration 62Q: 3 clusters Score -607806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -607812.125000 Penalty: 4286.287598
	Iteration 63Q: 3 clusters Score -607812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -607818.812500 Penalty: 4286.287598
	Iteration 64Q: 3 clusters Score -607818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -607824.500000 Penalty: 4286.287598
	Iteration 65Q: 3 clusters Score -607824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -607830.500000 Penalty: 4286.287598
	Iteration 66Q: 3 clusters Score -607830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -607844.687500 Penalty: 4286.287598
	Iteration 67Q: 3 clusters Score -607844.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -607855.625000 Penalty: 4286.287598
	Iteration 68Q: 3 clusters Score -607855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -607863.812500 Penalty: 4286.287598
	Iteration 69Q: 3 clusters Score -607863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -607865.750000 Penalty: 4286.287598
	Iteration 70Q: 3 clusters Score -607865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -607867.625000 Penalty: 4286.287598
	Iteration 71Q: 3 clusters Score -607867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -607870.312500 Penalty: 4286.287598
	Iteration 72Q: 3 clusters Score -607870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -607870.562500 Penalty: 4286.287598
	Iteration 73Q: 3 clusters Score -607870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -607872.187500 Penalty: 4286.287598
	Iteration 74Q: 3 clusters Score -607872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -607872.750000 Penalty: 4286.287598
	Iteration 75Q: 3 clusters Score -607872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -607872.750000 Penalty: 4286.287598
	Iteration 76F: 3 clusters Score -607872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -1769437.500000 Penalty: 2375.952881
	Iteration 0F: 2 clusters Score -1769438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1758890.375000 Penalty: 4751.905762
	Iteration 0F: 3 clusters Score -1758890 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1762419.625000 Penalty: 4751.905762
	Iteration 1F: 3 clusters Score -1762420 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1763151.000000 Penalty: 4751.905762
	Iteration 2F: 3 clusters Score -1763151 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1763984.375000 Penalty: 4751.905762
	Iteration 3F: 3 clusters Score -1763984 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1764847.250000 Penalty: 4751.905762
	Iteration 4F: 3 clusters Score -1764847 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1765659.875000 Penalty: 4751.905762
	Iteration 5F: 3 clusters Score -1765660 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1766286.500000 Penalty: 4751.905762
	Iteration 6F: 3 clusters Score -1766286 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1766727.750000 Penalty: 4751.905762
	Iteration 7F: 3 clusters Score -1766728 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1766993.875000 Penalty: 4751.905762
	Iteration 8Q: 3 clusters Score -1766994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1767167.750000 Penalty: 4751.905762
	Iteration 9Q: 3 clusters Score -1767168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1767275.375000 Penalty: 4751.905762
	Iteration 10Q: 3 clusters Score -1767275 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1767353.250000 Penalty: 4751.905762
	Iteration 11Q: 3 clusters Score -1767353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1767421.500000 Penalty: 4751.905762
	Iteration 12Q: 3 clusters Score -1767422 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1767483.750000 Penalty: 4751.905762
	Iteration 13Q: 3 clusters Score -1767484 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1767529.875000 Penalty: 4751.905762
	Iteration 14Q: 3 clusters Score -1767530 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1767569.125000 Penalty: 4751.905762
	Iteration 15Q: 3 clusters Score -1767569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1767601.125000 Penalty: 4751.905762
	Iteration 16Q: 3 clusters Score -1767601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1767627.250000 Penalty: 4751.905762
	Iteration 17Q: 3 clusters Score -1767627 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1767643.500000 Penalty: 4751.905762
	Iteration 18Q: 3 clusters Score -1767644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1767668.750000 Penalty: 4751.905762
	Iteration 19Q: 3 clusters Score -1767669 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1767700.125000 Penalty: 4751.905762
	Iteration 20F: 3 clusters Score -1767700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1767736.625000 Penalty: 4751.905762
	Iteration 21Q: 3 clusters Score -1767737 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1767764.875000 Penalty: 4751.905762
	Iteration 22Q: 3 clusters Score -1767765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1767789.625000 Penalty: 4751.905762
	Iteration 23Q: 3 clusters Score -1767790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1767819.625000 Penalty: 4751.905762
	Iteration 24Q: 3 clusters Score -1767820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1767840.000000 Penalty: 4751.905762
	Iteration 25Q: 3 clusters Score -1767840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1767864.375000 Penalty: 4751.905762
	Iteration 26Q: 3 clusters Score -1767864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1767884.875000 Penalty: 4751.905762
	Iteration 27Q: 3 clusters Score -1767885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1767907.625000 Penalty: 4751.905762
	Iteration 28Q: 3 clusters Score -1767908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1767926.500000 Penalty: 4751.905762
	Iteration 29Q: 3 clusters Score -1767926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1767935.875000 Penalty: 4751.905762
	Iteration 30Q: 3 clusters Score -1767936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1767951.000000 Penalty: 4751.905762
	Iteration 31Q: 3 clusters Score -1767951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1767967.625000 Penalty: 4751.905762
	Iteration 32Q: 3 clusters Score -1767968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1767979.500000 Penalty: 4751.905762
	Iteration 33Q: 3 clusters Score -1767980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1767994.375000 Penalty: 4751.905762
	Iteration 34Q: 3 clusters Score -1767994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1768009.125000 Penalty: 4751.905762
	Iteration 35Q: 3 clusters Score -1768009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1768025.375000 Penalty: 4751.905762
	Iteration 36Q: 3 clusters Score -1768025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1768035.875000 Penalty: 4751.905762
	Iteration 37Q: 3 clusters Score -1768036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1768060.000000 Penalty: 4751.905762
	Iteration 38Q: 3 clusters Score -1768060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1768086.125000 Penalty: 4751.905762
	Iteration 39Q: 3 clusters Score -1768086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1768123.375000 Penalty: 4751.905762
	Iteration 40F: 3 clusters Score -1768123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1768200.250000 Penalty: 4751.905762
	Iteration 41Q: 3 clusters Score -1768200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1768310.250000 Penalty: 4751.905762
	Iteration 42Q: 3 clusters Score -1768310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1768437.000000 Penalty: 4751.905762
	Iteration 43Q: 3 clusters Score -1768437 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1768531.875000 Penalty: 4751.905762
	Iteration 44Q: 3 clusters Score -1768532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1768600.375000 Penalty: 4751.905762
	Iteration 45Q: 3 clusters Score -1768600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1768654.750000 Penalty: 4751.905762
	Iteration 46Q: 3 clusters Score -1768655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1768698.625000 Penalty: 4751.905762
	Iteration 47Q: 3 clusters Score -1768699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1768733.625000 Penalty: 4751.905762
	Iteration 48Q: 3 clusters Score -1768734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1768754.875000 Penalty: 4751.905762
	Iteration 49Q: 3 clusters Score -1768755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1768761.000000 Penalty: 4751.905762
	Iteration 50Q: 3 clusters Score -1768761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1768772.750000 Penalty: 4751.905762
	Iteration 51Q: 3 clusters Score -1768773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1768780.250000 Penalty: 4751.905762
	Iteration 52Q: 3 clusters Score -1768780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1768795.000000 Penalty: 4751.905762
	Iteration 53Q: 3 clusters Score -1768795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1768803.500000 Penalty: 4751.905762
	Iteration 54Q: 3 clusters Score -1768804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1768813.125000 Penalty: 4751.905762
	Iteration 55Q: 3 clusters Score -1768813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1768813.625000 Penalty: 4751.905762
	Iteration 56Q: 3 clusters Score -1768814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1768820.500000 Penalty: 4751.905762
	Iteration 57Q: 3 clusters Score -1768820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1768822.875000 Penalty: 4751.905762
	Iteration 58Q: 3 clusters Score -1768823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1768830.125000 Penalty: 4751.905762
	Iteration 59Q: 3 clusters Score -1768830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1768841.125000 Penalty: 4751.905762
	Iteration 60F: 3 clusters Score -1768841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1768842.000000 Penalty: 4751.905762
	Iteration 61Q: 3 clusters Score -1768842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1768841.250000 Penalty: 4751.905762
	Iteration 62Q: 3 clusters Score -1768841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1768843.750000 Penalty: 4751.905762
	Iteration 63Q: 3 clusters Score -1768844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1768845.000000 Penalty: 4751.905762
	Iteration 64Q: 3 clusters Score -1768845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1768848.250000 Penalty: 4751.905762
	Iteration 65Q: 3 clusters Score -1768848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1768852.625000 Penalty: 4751.905762
	Iteration 66Q: 3 clusters Score -1768853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1768849.375000 Penalty: 4751.905762
	Iteration 67Q: 3 clusters Score -1768849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1768848.625000 Penalty: 4751.905762
	Iteration 68Q: 3 clusters Score -1768849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1768851.000000 Penalty: 4751.905762
	Iteration 69Q: 3 clusters Score -1768851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1768851.750000 Penalty: 4751.905762
	Iteration 70Q: 3 clusters Score -1768852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1768854.375000 Penalty: 4751.905762
	Iteration 71Q: 3 clusters Score -1768854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1768856.375000 Penalty: 4751.905762
	Iteration 72Q: 3 clusters Score -1768856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1768858.250000 Penalty: 4751.905762
	Iteration 73Q: 3 clusters Score -1768858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1768855.625000 Penalty: 4751.905762
	Iteration 74Q: 3 clusters Score -1768856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1768855.625000 Penalty: 4751.905762
	Iteration 75F: 3 clusters Score -1768856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Entering Unmasked Estep 
Score: -1349019.375000 Penalty: 2311.271484
	Iteration 0F: 2 clusters Score -1349019 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 5534 members 
Entering Unmasked Estep 
Score: -1340587.000000 Penalty: 4622.542969
	Iteration 0F: 3 clusters Score -1340587 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1343153.125000 Penalty: 4622.542969
	Iteration 1F: 3 clusters Score -1343153 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1343515.375000 Penalty: 4622.542969
	Iteration 2F: 3 clusters Score -1343515 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1343887.250000 Penalty: 4622.542969
	Iteration 3F: 3 clusters Score -1343887 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1344352.000000 Penalty: 4622.542969
	Iteration 4F: 3 clusters Score -1344352 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1344928.250000 Penalty: 4622.542969
	Iteration 5F: 3 clusters Score -1344928 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1345535.625000 Penalty: 4622.542969
	Iteration 6F: 3 clusters Score -1345536 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1346047.375000 Penalty: 4622.542969
	Iteration 7F: 3 clusters Score -1346047 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1346407.500000 Penalty: 4622.542969
	Iteration 8F: 3 clusters Score -1346408 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1346611.250000 Penalty: 4622.542969
	Iteration 9Q: 3 clusters Score -1346611 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1346733.875000 Penalty: 4622.542969
	Iteration 10Q: 3 clusters Score -1346734 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1346819.875000 Penalty: 4622.542969
	Iteration 11Q: 3 clusters Score -1346820 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1346873.125000 Penalty: 4622.542969
	Iteration 12Q: 3 clusters Score -1346873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1346906.375000 Penalty: 4622.542969
	Iteration 13Q: 3 clusters Score -1346906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1346932.500000 Penalty: 4622.542969
	Iteration 14Q: 3 clusters Score -1346932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1346958.125000 Penalty: 4622.542969
	Iteration 15Q: 3 clusters Score -1346958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1346984.250000 Penalty: 4622.542969
	Iteration 16Q: 3 clusters Score -1346984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1347001.750000 Penalty: 4622.542969
	Iteration 17Q: 3 clusters Score -1347002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1347021.750000 Penalty: 4622.542969
	Iteration 18Q: 3 clusters Score -1347022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1347030.750000 Penalty: 4622.542969
	Iteration 19Q: 3 clusters Score -1347031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1347052.500000 Penalty: 4622.542969
	Iteration 20F: 3 clusters Score -1347052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1347064.375000 Penalty: 4622.542969
	Iteration 21Q: 3 clusters Score -1347064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1347086.125000 Penalty: 4622.542969
	Iteration 22Q: 3 clusters Score -1347086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1347107.250000 Penalty: 4622.542969
	Iteration 23Q: 3 clusters Score -1347107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1347130.250000 Penalty: 4622.542969
	Iteration 24Q: 3 clusters Score -1347130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1347151.375000 Penalty: 4622.542969
	Iteration 25Q: 3 clusters Score -1347151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1347168.375000 Penalty: 4622.542969
	Iteration 26Q: 3 clusters Score -1347168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1347188.000000 Penalty: 4622.542969
	Iteration 27Q: 3 clusters Score -1347188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1347215.250000 Penalty: 4622.542969
	Iteration 28Q: 3 clusters Score -1347215 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1347230.625000 Penalty: 4622.542969
	Iteration 29Q: 3 clusters Score -1347231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1347250.875000 Penalty: 4622.542969
	Iteration 30Q: 3 clusters Score -1347251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1347268.500000 Penalty: 4622.542969
	Iteration 31Q: 3 clusters Score -1347268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1347290.750000 Penalty: 4622.542969
	Iteration 32Q: 3 clusters Score -1347291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1347317.875000 Penalty: 4622.542969
	Iteration 33Q: 3 clusters Score -1347318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1347338.500000 Penalty: 4622.542969
	Iteration 34Q: 3 clusters Score -1347338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1347353.000000 Penalty: 4622.542969
	Iteration 35Q: 3 clusters Score -1347353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1347371.250000 Penalty: 4622.542969
	Iteration 36Q: 3 clusters Score -1347371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1347385.125000 Penalty: 4622.542969
	Iteration 37Q: 3 clusters Score -1347385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1347393.500000 Penalty: 4622.542969
	Iteration 38Q: 3 clusters Score -1347394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1347406.250000 Penalty: 4622.542969
	Iteration 39Q: 3 clusters Score -1347406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1347412.875000 Penalty: 4622.542969
	Iteration 40F: 3 clusters Score -1347413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1347418.500000 Penalty: 4622.542969
	Iteration 41Q: 3 clusters Score -1347418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1347424.250000 Penalty: 4622.542969
	Iteration 42Q: 3 clusters Score -1347424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1347429.250000 Penalty: 4622.542969
	Iteration 43Q: 3 clusters Score -1347429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1347433.000000 Penalty: 4622.542969
	Iteration 44Q: 3 clusters Score -1347433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1347438.500000 Penalty: 4622.542969
	Iteration 45Q: 3 clusters Score -1347438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1347447.375000 Penalty: 4622.542969
	Iteration 46Q: 3 clusters Score -1347447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1347454.500000 Penalty: 4622.542969
	Iteration 47Q: 3 clusters Score -1347454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1347464.250000 Penalty: 4622.542969
	Iteration 48Q: 3 clusters Score -1347464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1347475.625000 Penalty: 4622.542969
	Iteration 49Q: 3 clusters Score -1347476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1347485.750000 Penalty: 4622.542969
	Iteration 50Q: 3 clusters Score -1347486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1347499.625000 Penalty: 4622.542969
	Iteration 51Q: 3 clusters Score -1347500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1347515.000000 Penalty: 4622.542969
	Iteration 52Q: 3 clusters Score -1347515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1347536.250000 Penalty: 4622.542969
	Iteration 53Q: 3 clusters Score -1347536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1347568.875000 Penalty: 4622.542969
	Iteration 54Q: 3 clusters Score -1347569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1347596.875000 Penalty: 4622.542969
	Iteration 55Q: 3 clusters Score -1347597 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1347618.125000 Penalty: 4622.542969
	Iteration 56Q: 3 clusters Score -1347618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1347643.750000 Penalty: 4622.542969
	Iteration 57Q: 3 clusters Score -1347644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1347661.625000 Penalty: 4622.542969
	Iteration 58Q: 3 clusters Score -1347662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1347676.250000 Penalty: 4622.542969
	Iteration 59Q: 3 clusters Score -1347676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1347686.375000 Penalty: 4622.542969
	Iteration 60F: 3 clusters Score -1347686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1347692.000000 Penalty: 4622.542969
	Iteration 61Q: 3 clusters Score -1347692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1347701.625000 Penalty: 4622.542969
	Iteration 62Q: 3 clusters Score -1347702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1347704.375000 Penalty: 4622.542969
	Iteration 63Q: 3 clusters Score -1347704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1347717.875000 Penalty: 4622.542969
	Iteration 64Q: 3 clusters Score -1347718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1347729.500000 Penalty: 4622.542969
	Iteration 65Q: 3 clusters Score -1347730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1347739.500000 Penalty: 4622.542969
	Iteration 66Q: 3 clusters Score -1347740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1347746.500000 Penalty: 4622.542969
	Iteration 67Q: 3 clusters Score -1347746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1347751.750000 Penalty: 4622.542969
	Iteration 68Q: 3 clusters Score -1347752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1347757.750000 Penalty: 4622.542969
	Iteration 69Q: 3 clusters Score -1347758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1347763.625000 Penalty: 4622.542969
	Iteration 70Q: 3 clusters Score -1347764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1347770.250000 Penalty: 4622.542969
	Iteration 71Q: 3 clusters Score -1347770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1347774.875000 Penalty: 4622.542969
	Iteration 72Q: 3 clusters Score -1347775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1347785.500000 Penalty: 4622.542969
	Iteration 73Q: 3 clusters Score -1347786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1347788.625000 Penalty: 4622.542969
	Iteration 74Q: 3 clusters Score -1347789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1347794.500000 Penalty: 4622.542969
	Iteration 75Q: 3 clusters Score -1347794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1347796.500000 Penalty: 4622.542969
	Iteration 76Q: 3 clusters Score -1347796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1347796.500000 Penalty: 4622.542969
	Iteration 77Q: 3 clusters Score -1347796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1347797.000000 Penalty: 4622.542969
	Iteration 78Q: 3 clusters Score -1347797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1347798.125000 Penalty: 4622.542969
	Iteration 79Q: 3 clusters Score -1347798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1347797.500000 Penalty: 4622.542969
	Iteration 80F: 3 clusters Score -1347798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1347796.500000 Penalty: 4622.542969
	Iteration 81Q: 3 clusters Score -1347796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1347795.875000 Penalty: 4622.542969
	Iteration 82Q: 3 clusters Score -1347796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1347798.500000 Penalty: 4622.542969
	Iteration 83Q: 3 clusters Score -1347798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1347798.000000 Penalty: 4622.542969
	Iteration 84Q: 3 clusters Score -1347798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1347800.125000 Penalty: 4622.542969
	Iteration 85Q: 3 clusters Score -1347800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1347799.625000 Penalty: 4622.542969
	Iteration 86Q: 3 clusters Score -1347800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1347804.500000 Penalty: 4622.542969
	Iteration 87Q: 3 clusters Score -1347804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1347803.375000 Penalty: 4622.542969
	Iteration 88Q: 3 clusters Score -1347803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1347803.125000 Penalty: 4622.542969
	Iteration 89Q: 3 clusters Score -1347803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1347803.375000 Penalty: 4622.542969
	Iteration 90Q: 3 clusters Score -1347803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1347804.375000 Penalty: 4622.542969
	Iteration 91Q: 3 clusters Score -1347804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1347805.625000 Penalty: 4622.542969
	Iteration 92Q: 3 clusters Score -1347806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 4622.542969
	Iteration 93Q: 3 clusters Score -1347807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1347807.625000 Penalty: 4622.542969
	Iteration 94Q: 3 clusters Score -1347808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1347808.875000 Penalty: 4622.542969
	Iteration 95Q: 3 clusters Score -1347809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1347807.125000 Penalty: 4622.542969
	Iteration 96Q: 3 clusters Score -1347807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1347808.875000 Penalty: 4622.542969
	Iteration 97Q: 3 clusters Score -1347809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 4622.542969
	Iteration 98Q: 3 clusters Score -1347807 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 4622.542969
	Iteration 99F: 3 clusters Score -1347807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10535 members 
Entering Unmasked Estep 
Score: -1259623.750000 Penalty: 2297.089844
	Iteration 0F: 2 clusters Score -1259624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1251580.500000 Penalty: 4594.179688
	Iteration 0F: 3 clusters Score -1251580 nChanged 4409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1253902.625000 Penalty: 4594.179688
	Iteration 1F: 3 clusters Score -1253903 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1254304.625000 Penalty: 4594.179688
	Iteration 2F: 3 clusters Score -1254305 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1254595.000000 Penalty: 4594.179688
	Iteration 3F: 3 clusters Score -1254595 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1254818.750000 Penalty: 4594.179688
	Iteration 4Q: 3 clusters Score -1254819 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1255041.375000 Penalty: 4594.179688
	Iteration 5Q: 3 clusters Score -1255041 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1255247.875000 Penalty: 4594.179688
	Iteration 6Q: 3 clusters Score -1255248 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1255455.500000 Penalty: 4594.179688
	Iteration 7Q: 3 clusters Score -1255456 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1255725.375000 Penalty: 4594.179688
	Iteration 8Q: 3 clusters Score -1255725 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1256007.750000 Penalty: 4594.179688
	Iteration 9Q: 3 clusters Score -1256008 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1256239.750000 Penalty: 4594.179688
	Iteration 10Q: 3 clusters Score -1256240 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1256438.250000 Penalty: 4594.179688
	Iteration 11Q: 3 clusters Score -1256438 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1256612.000000 Penalty: 4594.179688
	Iteration 12Q: 3 clusters Score -1256612 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1256782.875000 Penalty: 4594.179688
	Iteration 13Q: 3 clusters Score -1256783 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1256921.875000 Penalty: 4594.179688
	Iteration 14Q: 3 clusters Score -1256922 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1257040.875000 Penalty: 4594.179688
	Iteration 15Q: 3 clusters Score -1257041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1257145.500000 Penalty: 4594.179688
	Iteration 16Q: 3 clusters Score -1257146 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1257248.375000 Penalty: 4594.179688
	Iteration 17Q: 3 clusters Score -1257248 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1257338.375000 Penalty: 4594.179688
	Iteration 18Q: 3 clusters Score -1257338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1257409.250000 Penalty: 4594.179688
	Iteration 19Q: 3 clusters Score -1257409 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1257465.375000 Penalty: 4594.179688
	Iteration 20F: 3 clusters Score -1257465 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1257538.250000 Penalty: 4594.179688
	Iteration 21Q: 3 clusters Score -1257538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1257597.500000 Penalty: 4594.179688
	Iteration 22Q: 3 clusters Score -1257598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1257645.625000 Penalty: 4594.179688
	Iteration 23Q: 3 clusters Score -1257646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1257682.500000 Penalty: 4594.179688
	Iteration 24Q: 3 clusters Score -1257682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1257716.625000 Penalty: 4594.179688
	Iteration 25Q: 3 clusters Score -1257717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1257753.125000 Penalty: 4594.179688
	Iteration 26Q: 3 clusters Score -1257753 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1257785.875000 Penalty: 4594.179688
	Iteration 27Q: 3 clusters Score -1257786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1257816.500000 Penalty: 4594.179688
	Iteration 28Q: 3 clusters Score -1257816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1257841.375000 Penalty: 4594.179688
	Iteration 29Q: 3 clusters Score -1257841 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1257873.125000 Penalty: 4594.179688
	Iteration 30Q: 3 clusters Score -1257873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1257897.250000 Penalty: 4594.179688
	Iteration 31Q: 3 clusters Score -1257897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1257918.625000 Penalty: 4594.179688
	Iteration 32Q: 3 clusters Score -1257919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1257937.625000 Penalty: 4594.179688
	Iteration 33Q: 3 clusters Score -1257938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1257953.625000 Penalty: 4594.179688
	Iteration 34Q: 3 clusters Score -1257954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1257977.000000 Penalty: 4594.179688
	Iteration 35Q: 3 clusters Score -1257977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1257991.875000 Penalty: 4594.179688
	Iteration 36Q: 3 clusters Score -1257992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1258005.250000 Penalty: 4594.179688
	Iteration 37Q: 3 clusters Score -1258005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1258019.000000 Penalty: 4594.179688
	Iteration 38Q: 3 clusters Score -1258019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1258025.375000 Penalty: 4594.179688
	Iteration 39Q: 3 clusters Score -1258025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1258029.750000 Penalty: 4594.179688
	Iteration 40F: 3 clusters Score -1258030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1258035.125000 Penalty: 4594.179688
	Iteration 41Q: 3 clusters Score -1258035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1258038.000000 Penalty: 4594.179688
	Iteration 42Q: 3 clusters Score -1258038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1258041.000000 Penalty: 4594.179688
	Iteration 43Q: 3 clusters Score -1258041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1258047.625000 Penalty: 4594.179688
	Iteration 44Q: 3 clusters Score -1258048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1258049.375000 Penalty: 4594.179688
	Iteration 45Q: 3 clusters Score -1258049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1258054.375000 Penalty: 4594.179688
	Iteration 46Q: 3 clusters Score -1258054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1258054.875000 Penalty: 4594.179688
	Iteration 47Q: 3 clusters Score -1258055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1258055.875000 Penalty: 4594.179688
	Iteration 48Q: 3 clusters Score -1258056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1258055.375000 Penalty: 4594.179688
	Iteration 49Q: 3 clusters Score -1258055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1258056.875000 Penalty: 4594.179688
	Iteration 50Q: 3 clusters Score -1258057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1258060.250000 Penalty: 4594.179688
	Iteration 51Q: 3 clusters Score -1258060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1258060.000000 Penalty: 4594.179688
	Iteration 52Q: 3 clusters Score -1258060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1258059.500000 Penalty: 4594.179688
	Iteration 53Q: 3 clusters Score -1258060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1258062.625000 Penalty: 4594.179688
	Iteration 54Q: 3 clusters Score -1258063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1258062.375000 Penalty: 4594.179688
	Iteration 55Q: 3 clusters Score -1258062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1258062.375000 Penalty: 4594.179688
	Iteration 56F: 3 clusters Score -1258062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Entering Unmasked Estep 
Score: -4286096.000000 Penalty: 2592.056396
	Iteration 0F: 2 clusters Score -4286096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4262580.000000 Penalty: 5184.112793
	Iteration 0F: 3 clusters Score -4262580 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4271529.500000 Penalty: 5184.112793
	Iteration 1F: 3 clusters Score -4271530 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4272266.000000 Penalty: 5184.112793
	Iteration 2F: 3 clusters Score -4272266 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4273095.000000 Penalty: 5184.112793
	Iteration 3F: 3 clusters Score -4273095 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4274101.000000 Penalty: 5184.112793
	Iteration 4F: 3 clusters Score -4274101 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4275405.000000 Penalty: 5184.112793
	Iteration 5F: 3 clusters Score -4275405 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4276753.000000 Penalty: 5184.112793
	Iteration 6F: 3 clusters Score -4276753 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4278023.000000 Penalty: 5184.112793
	Iteration 7F: 3 clusters Score -4278023 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4279231.500000 Penalty: 5184.112793
	Iteration 8F: 3 clusters Score -4279232 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4280299.500000 Penalty: 5184.112793
	Iteration 9Q: 3 clusters Score -4280300 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4281164.000000 Penalty: 5184.112793
	Iteration 10Q: 3 clusters Score -4281164 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -4281819.500000 Penalty: 5184.112793
	Iteration 11Q: 3 clusters Score -4281820 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4282294.000000 Penalty: 5184.112793
	Iteration 12Q: 3 clusters Score -4282294 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4282645.000000 Penalty: 5184.112793
	Iteration 13Q: 3 clusters Score -4282645 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4282925.000000 Penalty: 5184.112793
	Iteration 14Q: 3 clusters Score -4282925 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4283149.500000 Penalty: 5184.112793
	Iteration 15Q: 3 clusters Score -4283150 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4283339.000000 Penalty: 5184.112793
	Iteration 16Q: 3 clusters Score -4283339 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4283512.000000 Penalty: 5184.112793
	Iteration 17Q: 3 clusters Score -4283512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4283640.500000 Penalty: 5184.112793
	Iteration 18Q: 3 clusters Score -4283640 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4283750.500000 Penalty: 5184.112793
	Iteration 19Q: 3 clusters Score -4283750 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4283847.000000 Penalty: 5184.112793
	Iteration 20F: 3 clusters Score -4283847 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4283922.000000 Penalty: 5184.112793
	Iteration 21Q: 3 clusters Score -4283922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4283986.000000 Penalty: 5184.112793
	Iteration 22Q: 3 clusters Score -4283986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4284034.000000 Penalty: 5184.112793
	Iteration 23Q: 3 clusters Score -4284034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4284078.500000 Penalty: 5184.112793
	Iteration 24Q: 3 clusters Score -4284078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4284118.500000 Penalty: 5184.112793
	Iteration 25Q: 3 clusters Score -4284118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4284150.500000 Penalty: 5184.112793
	Iteration 26Q: 3 clusters Score -4284150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4284168.000000 Penalty: 5184.112793
	Iteration 27Q: 3 clusters Score -4284168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4284193.000000 Penalty: 5184.112793
	Iteration 28Q: 3 clusters Score -4284193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4284205.000000 Penalty: 5184.112793
	Iteration 29Q: 3 clusters Score -4284205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4284229.000000 Penalty: 5184.112793
	Iteration 30Q: 3 clusters Score -4284229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4284243.000000 Penalty: 5184.112793
	Iteration 31Q: 3 clusters Score -4284243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4284240.000000 Penalty: 5184.112793
	Iteration 32Q: 3 clusters Score -4284240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4284248.500000 Penalty: 5184.112793
	Iteration 33Q: 3 clusters Score -4284248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4284250.500000 Penalty: 5184.112793
	Iteration 34Q: 3 clusters Score -4284250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4284251.500000 Penalty: 5184.112793
	Iteration 35Q: 3 clusters Score -4284252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4284250.500000 Penalty: 5184.112793
	Iteration 36Q: 3 clusters Score -4284250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4284251.000000 Penalty: 5184.112793
	Iteration 37Q: 3 clusters Score -4284251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4284253.000000 Penalty: 5184.112793
	Iteration 38Q: 3 clusters Score -4284253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4284257.000000 Penalty: 5184.112793
	Iteration 39Q: 3 clusters Score -4284257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4284255.500000 Penalty: 5184.112793
	Iteration 40F: 3 clusters Score -4284256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4284254.500000 Penalty: 5184.112793
	Iteration 41Q: 3 clusters Score -4284254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4284257.000000 Penalty: 5184.112793
	Iteration 42Q: 3 clusters Score -4284257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4284255.000000 Penalty: 5184.112793
	Iteration 43Q: 3 clusters Score -4284255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4284259.000000 Penalty: 5184.112793
	Iteration 44Q: 3 clusters Score -4284259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4284262.500000 Penalty: 5184.112793
	Iteration 45Q: 3 clusters Score -4284262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4284270.500000 Penalty: 5184.112793
	Iteration 46Q: 3 clusters Score -4284270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4284272.500000 Penalty: 5184.112793
	Iteration 47Q: 3 clusters Score -4284272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4284280.000000 Penalty: 5184.112793
	Iteration 48Q: 3 clusters Score -4284280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4284281.000000 Penalty: 5184.112793
	Iteration 49Q: 3 clusters Score -4284281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4284283.500000 Penalty: 5184.112793
	Iteration 50Q: 3 clusters Score -4284284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4284283.500000 Penalty: 5184.112793
	Iteration 51Q: 3 clusters Score -4284284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4284287.000000 Penalty: 5184.112793
	Iteration 52Q: 3 clusters Score -4284287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4284284.000000 Penalty: 5184.112793
	Iteration 53Q: 3 clusters Score -4284284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4284284.000000 Penalty: 5184.112793
	Iteration 54F: 3 clusters Score -4284284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Entering Unmasked Estep 
Score: -5191862.500000 Penalty: 2638.923340
	Iteration 0F: 2 clusters Score -5191862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5163408.000000 Penalty: 5277.846680
	Iteration 0F: 3 clusters Score -5163408 nChanged 19228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -5173937.000000 Penalty: 5277.846680
	Iteration 1F: 3 clusters Score -5173937 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5174389.500000 Penalty: 5277.846680
	Iteration 2Q: 3 clusters Score -5174390 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5174833.500000 Penalty: 5277.846680
	Iteration 3Q: 3 clusters Score -5174834 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5175269.500000 Penalty: 5277.846680
	Iteration 4Q: 3 clusters Score -5175270 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5175823.500000 Penalty: 5277.846680
	Iteration 5Q: 3 clusters Score -5175824 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5176578.500000 Penalty: 5277.846680
	Iteration 6Q: 3 clusters Score -5176578 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5177792.500000 Penalty: 5277.846680
	Iteration 7F: 3 clusters Score -5177792 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5179701.000000 Penalty: 5277.846680
	Iteration 8F: 3 clusters Score -5179701 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5182371.500000 Penalty: 5277.846680
	Iteration 9F: 3 clusters Score -5182372 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5185156.000000 Penalty: 5277.846680
	Iteration 10F: 3 clusters Score -5185156 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5187277.000000 Penalty: 5277.846680
	Iteration 11F: 3 clusters Score -5187277 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5188474.500000 Penalty: 5277.846680
	Iteration 12Q: 3 clusters Score -5188474 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5189042.500000 Penalty: 5277.846680
	Iteration 13Q: 3 clusters Score -5189042 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5189299.000000 Penalty: 5277.846680
	Iteration 14Q: 3 clusters Score -5189299 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5189424.000000 Penalty: 5277.846680
	Iteration 15Q: 3 clusters Score -5189424 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5189496.500000 Penalty: 5277.846680
	Iteration 16Q: 3 clusters Score -5189496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5189537.000000 Penalty: 5277.846680
	Iteration 17Q: 3 clusters Score -5189537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5189583.500000 Penalty: 5277.846680
	Iteration 18Q: 3 clusters Score -5189584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5189615.000000 Penalty: 5277.846680
	Iteration 19Q: 3 clusters Score -5189615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5189622.000000 Penalty: 5277.846680
	Iteration 20F: 3 clusters Score -5189622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5189649.500000 Penalty: 5277.846680
	Iteration 21Q: 3 clusters Score -5189650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5189662.000000 Penalty: 5277.846680
	Iteration 22Q: 3 clusters Score -5189662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5189676.500000 Penalty: 5277.846680
	Iteration 23Q: 3 clusters Score -5189676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5189687.500000 Penalty: 5277.846680
	Iteration 24Q: 3 clusters Score -5189688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5189703.000000 Penalty: 5277.846680
	Iteration 25Q: 3 clusters Score -5189703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5189715.500000 Penalty: 5277.846680
	Iteration 26Q: 3 clusters Score -5189716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5189723.000000 Penalty: 5277.846680
	Iteration 27Q: 3 clusters Score -5189723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5189728.500000 Penalty: 5277.846680
	Iteration 28Q: 3 clusters Score -5189728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5189727.500000 Penalty: 5277.846680
	Iteration 29Q: 3 clusters Score -5189728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5189727.500000 Penalty: 5277.846680
	Iteration 30F: 3 clusters Score -5189728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -936245.187500 Penalty: 2217.859863
	Iteration 0F: 2 clusters Score -936245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -930040.000000 Penalty: 4435.719727
	Iteration 0F: 3 clusters Score -930040 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -931738.125000 Penalty: 4435.719727
	Iteration 1F: 3 clusters Score -931738.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -932038.375000 Penalty: 4435.719727
	Iteration 2F: 3 clusters Score -932038.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -932250.250000 Penalty: 4435.719727
	Iteration 3F: 3 clusters Score -932250.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -932417.812500 Penalty: 4435.719727
	Iteration 4Q: 3 clusters Score -932417.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -932576.875000 Penalty: 4435.719727
	Iteration 5Q: 3 clusters Score -932576.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -932735.500000 Penalty: 4435.719727
	Iteration 6Q: 3 clusters Score -932735.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -932895.375000 Penalty: 4435.719727
	Iteration 7Q: 3 clusters Score -932895.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -933071.562500 Penalty: 4435.719727
	Iteration 8Q: 3 clusters Score -933071.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -933261.000000 Penalty: 4435.719727
	Iteration 9Q: 3 clusters Score -933261 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -933443.875000 Penalty: 4435.719727
	Iteration 10Q: 3 clusters Score -933443.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -933618.750000 Penalty: 4435.719727
	Iteration 11Q: 3 clusters Score -933618.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -933782.375000 Penalty: 4435.719727
	Iteration 12Q: 3 clusters Score -933782.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -933911.625000 Penalty: 4435.719727
	Iteration 13Q: 3 clusters Score -933911.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -934008.562500 Penalty: 4435.719727
	Iteration 14Q: 3 clusters Score -934008.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -934100.375000 Penalty: 4435.719727
	Iteration 15Q: 3 clusters Score -934100.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -934166.750000 Penalty: 4435.719727
	Iteration 16Q: 3 clusters Score -934166.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -934223.875000 Penalty: 4435.719727
	Iteration 17Q: 3 clusters Score -934223.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -934258.312500 Penalty: 4435.719727
	Iteration 18Q: 3 clusters Score -934258.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -934297.312500 Penalty: 4435.719727
	Iteration 19Q: 3 clusters Score -934297.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -934317.250000 Penalty: 4435.719727
	Iteration 20F: 3 clusters Score -934317.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -934335.687500 Penalty: 4435.719727
	Iteration 21Q: 3 clusters Score -934335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -934345.187500 Penalty: 4435.719727
	Iteration 22Q: 3 clusters Score -934345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -934350.312500 Penalty: 4435.719727
	Iteration 23Q: 3 clusters Score -934350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -934350.312500 Penalty: 4435.719727
	Iteration 24F: 3 clusters Score -934350.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Entering Unmasked Estep 
Score: -3545321.000000 Penalty: 2546.091309
	Iteration 0F: 2 clusters Score -3545321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3525559.000000 Penalty: 5092.182617
	Iteration 0F: 3 clusters Score -3525559 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3532638.500000 Penalty: 5092.182617
	Iteration 1F: 3 clusters Score -3532638 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3533119.250000 Penalty: 5092.182617
	Iteration 2Q: 3 clusters Score -3533119 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3533566.000000 Penalty: 5092.182617
	Iteration 3Q: 3 clusters Score -3533566 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3534137.500000 Penalty: 5092.182617
	Iteration 4Q: 3 clusters Score -3534138 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3534976.750000 Penalty: 5092.182617
	Iteration 5Q: 3 clusters Score -3534977 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3536250.250000 Penalty: 5092.182617
	Iteration 6F: 3 clusters Score -3536250 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3537884.500000 Penalty: 5092.182617
	Iteration 7F: 3 clusters Score -3537884 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3539538.750000 Penalty: 5092.182617
	Iteration 8F: 3 clusters Score -3539539 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3540846.250000 Penalty: 5092.182617
	Iteration 9F: 3 clusters Score -3540846 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3541792.750000 Penalty: 5092.182617
	Iteration 10F: 3 clusters Score -3541793 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3542531.750000 Penalty: 5092.182617
	Iteration 11Q: 3 clusters Score -3542532 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3543099.250000 Penalty: 5092.182617
	Iteration 12Q: 3 clusters Score -3543099 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3543522.250000 Penalty: 5092.182617
	Iteration 13Q: 3 clusters Score -3543522 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3543852.750000 Penalty: 5092.182617
	Iteration 14Q: 3 clusters Score -3543853 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3544037.000000 Penalty: 5092.182617
	Iteration 15Q: 3 clusters Score -3544037 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3544182.750000 Penalty: 5092.182617
	Iteration 16Q: 3 clusters Score -3544183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3544289.500000 Penalty: 5092.182617
	Iteration 17Q: 3 clusters Score -3544290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3544356.000000 Penalty: 5092.182617
	Iteration 18Q: 3 clusters Score -3544356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3544443.750000 Penalty: 5092.182617
	Iteration 19Q: 3 clusters Score -3544444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3544502.000000 Penalty: 5092.182617
	Iteration 20F: 3 clusters Score -3544502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3544548.250000 Penalty: 5092.182617
	Iteration 21Q: 3 clusters Score -3544548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3544590.750000 Penalty: 5092.182617
	Iteration 22Q: 3 clusters Score -3544591 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3544617.250000 Penalty: 5092.182617
	Iteration 23Q: 3 clusters Score -3544617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3544635.750000 Penalty: 5092.182617
	Iteration 24Q: 3 clusters Score -3544636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3544660.000000 Penalty: 5092.182617
	Iteration 25Q: 3 clusters Score -3544660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3544669.500000 Penalty: 5092.182617
	Iteration 26Q: 3 clusters Score -3544670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3544689.750000 Penalty: 5092.182617
	Iteration 27Q: 3 clusters Score -3544690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3544705.250000 Penalty: 5092.182617
	Iteration 28Q: 3 clusters Score -3544705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3544712.500000 Penalty: 5092.182617
	Iteration 29Q: 3 clusters Score -3544712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3544716.000000 Penalty: 5092.182617
	Iteration 30Q: 3 clusters Score -3544716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3544733.750000 Penalty: 5092.182617
	Iteration 31Q: 3 clusters Score -3544734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3544739.250000 Penalty: 5092.182617
	Iteration 32Q: 3 clusters Score -3544739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3544748.500000 Penalty: 5092.182617
	Iteration 33Q: 3 clusters Score -3544748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3544744.750000 Penalty: 5092.182617
	Iteration 34Q: 3 clusters Score -3544745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3544750.250000 Penalty: 5092.182617
	Iteration 35Q: 3 clusters Score -3544750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3544756.000000 Penalty: 5092.182617
	Iteration 36Q: 3 clusters Score -3544756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3544743.250000 Penalty: 5092.182617
	Iteration 37Q: 3 clusters Score -3544743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3544741.500000 Penalty: 5092.182617
	Iteration 38Q: 3 clusters Score -3544742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3544745.250000 Penalty: 5092.182617
	Iteration 39Q: 3 clusters Score -3544745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3544747.250000 Penalty: 5092.182617
	Iteration 40F: 3 clusters Score -3544747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3544745.000000 Penalty: 5092.182617
	Iteration 41Q: 3 clusters Score -3544745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3544742.000000 Penalty: 5092.182617
	Iteration 42Q: 3 clusters Score -3544742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3544742.500000 Penalty: 5092.182617
	Iteration 43Q: 3 clusters Score -3544742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3544742.500000 Penalty: 5092.182617
	Iteration 44Q: 3 clusters Score -3544742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3544744.250000 Penalty: 5092.182617
	Iteration 45Q: 3 clusters Score -3544744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3544745.500000 Penalty: 5092.182617
	Iteration 46Q: 3 clusters Score -3544746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3544751.250000 Penalty: 5092.182617
	Iteration 47Q: 3 clusters Score -3544751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3544748.500000 Penalty: 5092.182617
	Iteration 48Q: 3 clusters Score -3544748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3544751.750000 Penalty: 5092.182617
	Iteration 49Q: 3 clusters Score -3544752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3544749.750000 Penalty: 5092.182617
	Iteration 50Q: 3 clusters Score -3544750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3544750.500000 Penalty: 5092.182617
	Iteration 51Q: 3 clusters Score -3544750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3544750.500000 Penalty: 5092.182617
	Iteration 52F: 3 clusters Score -3544750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -306386.531250 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -306386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303319.843750 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -303319.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304047.468750 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -304047.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -304384.718750 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -304384.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -304649.093750 Penalty: 3923.470947
	Iteration 3F: 3 clusters Score -304649.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -304883.500000 Penalty: 3923.470947
	Iteration 4F: 3 clusters Score -304883.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -305125.531250 Penalty: 3923.470947
	Iteration 5F: 3 clusters Score -305125.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -305342.250000 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -305342.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -305537.687500 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -305537.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305693.687500 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -305693.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -305817.187500 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -305817.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -305892.656250 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -305892.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -305957.406250 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -305957.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305999.312500 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -305999.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -306024.218750 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -306024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -306036.875000 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -306036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -306043.031250 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -306043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -306048.843750 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -306048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -306055.937500 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -306055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -306060.750000 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -306060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -306066.750000 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -306066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -306073.937500 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -306073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -306077.250000 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -306077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -306084.656250 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -306084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -306088.375000 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -306088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -306089.906250 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -306089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -306093.593750 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -306093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -306093.593750 Penalty: 3923.470947
	Iteration 26F: 3 clusters Score -306093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Entering Unmasked Estep 
Score: -7637982.000000 Penalty: 2731.139893
	Iteration 0F: 2 clusters Score -7637982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -7597462.000000 Penalty: 5462.279785
	Iteration 0F: 3 clusters Score -7597462 nChanged 27990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -7613204.500000 Penalty: 5462.279785
	Iteration 1F: 3 clusters Score -7613204 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -7614106.500000 Penalty: 5462.279785
	Iteration 2Q: 3 clusters Score -7614106 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -7615180.000000 Penalty: 5462.279785
	Iteration 3Q: 3 clusters Score -7615180 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -7616629.500000 Penalty: 5462.279785
	Iteration 4F: 3 clusters Score -7616630 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -7618532.000000 Penalty: 5462.279785
	Iteration 5F: 3 clusters Score -7618532 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7620664.500000 Penalty: 5462.279785
	Iteration 6F: 3 clusters Score -7620664 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7622787.500000 Penalty: 5462.279785
	Iteration 7F: 3 clusters Score -7622788 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -7625141.500000 Penalty: 5462.279785
	Iteration 8F: 3 clusters Score -7625142 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -7627657.500000 Penalty: 5462.279785
	Iteration 9F: 3 clusters Score -7627658 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7629885.000000 Penalty: 5462.279785
	Iteration 10Q: 3 clusters Score -7629885 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7631364.000000 Penalty: 5462.279785
	Iteration 11Q: 3 clusters Score -7631364 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -7632102.000000 Penalty: 5462.279785
	Iteration 12Q: 3 clusters Score -7632102 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -7632551.500000 Penalty: 5462.279785
	Iteration 13Q: 3 clusters Score -7632552 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -7632836.000000 Penalty: 5462.279785
	Iteration 14Q: 3 clusters Score -7632836 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -7633095.500000 Penalty: 5462.279785
	Iteration 15Q: 3 clusters Score -7633096 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7633306.500000 Penalty: 5462.279785
	Iteration 16Q: 3 clusters Score -7633306 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7633476.000000 Penalty: 5462.279785
	Iteration 17Q: 3 clusters Score -7633476 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -7633675.000000 Penalty: 5462.279785
	Iteration 18Q: 3 clusters Score -7633675 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -7633806.500000 Penalty: 5462.279785
	Iteration 19Q: 3 clusters Score -7633806 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -7633932.000000 Penalty: 5462.279785
	Iteration 20F: 3 clusters Score -7633932 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -7634108.500000 Penalty: 5462.279785
	Iteration 21Q: 3 clusters Score -7634108 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7634232.500000 Penalty: 5462.279785
	Iteration 22Q: 3 clusters Score -7634232 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -7634414.000000 Penalty: 5462.279785
	Iteration 23Q: 3 clusters Score -7634414 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7634549.000000 Penalty: 5462.279785
	Iteration 24Q: 3 clusters Score -7634549 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7634676.000000 Penalty: 5462.279785
	Iteration 25Q: 3 clusters Score -7634676 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -7634779.500000 Penalty: 5462.279785
	Iteration 26Q: 3 clusters Score -7634780 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7634875.000000 Penalty: 5462.279785
	Iteration 27Q: 3 clusters Score -7634875 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7634934.500000 Penalty: 5462.279785
	Iteration 28Q: 3 clusters Score -7634934 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7634995.500000 Penalty: 5462.279785
	Iteration 29Q: 3 clusters Score -7634996 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7635099.000000 Penalty: 5462.279785
	Iteration 30Q: 3 clusters Score -7635099 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7635166.000000 Penalty: 5462.279785
	Iteration 31Q: 3 clusters Score -7635166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7635188.000000 Penalty: 5462.279785
	Iteration 32Q: 3 clusters Score -7635188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7635251.500000 Penalty: 5462.279785
	Iteration 33Q: 3 clusters Score -7635252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7635274.500000 Penalty: 5462.279785
	Iteration 34Q: 3 clusters Score -7635274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7635319.500000 Penalty: 5462.279785
	Iteration 35Q: 3 clusters Score -7635320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7635357.000000 Penalty: 5462.279785
	Iteration 36Q: 3 clusters Score -7635357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7635402.000000 Penalty: 5462.279785
	Iteration 37Q: 3 clusters Score -7635402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7635435.000000 Penalty: 5462.279785
	Iteration 38Q: 3 clusters Score -7635435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7635457.500000 Penalty: 5462.279785
	Iteration 39Q: 3 clusters Score -7635458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7635485.500000 Penalty: 5462.279785
	Iteration 40F: 3 clusters Score -7635486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7635510.000000 Penalty: 5462.279785
	Iteration 41Q: 3 clusters Score -7635510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7635552.000000 Penalty: 5462.279785
	Iteration 42Q: 3 clusters Score -7635552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7635562.500000 Penalty: 5462.279785
	Iteration 43Q: 3 clusters Score -7635562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7635570.000000 Penalty: 5462.279785
	Iteration 44Q: 3 clusters Score -7635570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7635579.000000 Penalty: 5462.279785
	Iteration 45Q: 3 clusters Score -7635579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7635594.500000 Penalty: 5462.279785
	Iteration 46Q: 3 clusters Score -7635594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7635622.500000 Penalty: 5462.279785
	Iteration 47Q: 3 clusters Score -7635622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7635631.000000 Penalty: 5462.279785
	Iteration 48Q: 3 clusters Score -7635631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7635646.500000 Penalty: 5462.279785
	Iteration 49Q: 3 clusters Score -7635646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7635667.500000 Penalty: 5462.279785
	Iteration 50Q: 3 clusters Score -7635668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7635684.500000 Penalty: 5462.279785
	Iteration 51Q: 3 clusters Score -7635684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7635696.000000 Penalty: 5462.279785
	Iteration 52Q: 3 clusters Score -7635696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7635708.000000 Penalty: 5462.279785
	Iteration 53Q: 3 clusters Score -7635708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7635710.500000 Penalty: 5462.279785
	Iteration 54Q: 3 clusters Score -7635710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7635710.000000 Penalty: 5462.279785
	Iteration 55Q: 3 clusters Score -7635710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7635712.500000 Penalty: 5462.279785
	Iteration 56Q: 3 clusters Score -7635712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7635733.500000 Penalty: 5462.279785
	Iteration 57Q: 3 clusters Score -7635734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7635752.000000 Penalty: 5462.279785
	Iteration 58Q: 3 clusters Score -7635752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7635765.000000 Penalty: 5462.279785
	Iteration 59Q: 3 clusters Score -7635765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7635757.000000 Penalty: 5462.279785
	Iteration 60F: 3 clusters Score -7635757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7635759.500000 Penalty: 5462.279785
	Iteration 61Q: 3 clusters Score -7635760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7635772.500000 Penalty: 5462.279785
	Iteration 62Q: 3 clusters Score -7635772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7635772.500000 Penalty: 5462.279785
	Iteration 63Q: 3 clusters Score -7635772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7635773.000000 Penalty: 5462.279785
	Iteration 64Q: 3 clusters Score -7635773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7635770.500000 Penalty: 5462.279785
	Iteration 65Q: 3 clusters Score -7635770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7635777.500000 Penalty: 5462.279785
	Iteration 66Q: 3 clusters Score -7635778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7635789.000000 Penalty: 5462.279785
	Iteration 67Q: 3 clusters Score -7635789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7635787.500000 Penalty: 5462.279785
	Iteration 68Q: 3 clusters Score -7635788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7635790.000000 Penalty: 5462.279785
	Iteration 69Q: 3 clusters Score -7635790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7635797.000000 Penalty: 5462.279785
	Iteration 70Q: 3 clusters Score -7635797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7635809.000000 Penalty: 5462.279785
	Iteration 71Q: 3 clusters Score -7635809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7635816.000000 Penalty: 5462.279785
	Iteration 72Q: 3 clusters Score -7635816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7635817.000000 Penalty: 5462.279785
	Iteration 73Q: 3 clusters Score -7635817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7635821.500000 Penalty: 5462.279785
	Iteration 74Q: 3 clusters Score -7635822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7635829.000000 Penalty: 5462.279785
	Iteration 75Q: 3 clusters Score -7635829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7635826.000000 Penalty: 5462.279785
	Iteration 76Q: 3 clusters Score -7635826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7635817.000000 Penalty: 5462.279785
	Iteration 77Q: 3 clusters Score -7635817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7635821.500000 Penalty: 5462.279785
	Iteration 78Q: 3 clusters Score -7635822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7635821.500000 Penalty: 5462.279785
	Iteration 79F: 3 clusters Score -7635822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -36317.343750 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -36317.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35128.609375 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -35128.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35658.644531 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -35658.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36170.320312 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -36170.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36458.253906 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -36458.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36546.082031 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -36546.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36565.058594 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -36565.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36604.839844 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -36604.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36638.445312 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -36638.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36678.609375 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -36678.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36695.058594 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -36695.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36748.093750 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -36748.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36808.699219 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -36808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36883.894531 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -36883.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37063.949219 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -37063.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37114.832031 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -37114.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37119.332031 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -37119.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37119.332031 Penalty: 2974.240234
	Iteration 16F: 3 clusters Score -37119.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 119 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31434 members 
Mstep: Class 30 contains 82080 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 283 members 
Entering Unmasked Estep 
Score: -141969408.000000 Penalty: 145543.687500
Splitting cluster 18 changes total score from -141970240.000000 to -141969408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -324598.406250 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -324598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321485.375000 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -321485.4 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -322128.687500 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -322128.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -322279.406250 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -322279.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -322353.250000 Penalty: 3916.690186
	Iteration 3Q: 3 clusters Score -322353.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -322405.906250 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -322405.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -322451.500000 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -322451.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -322499.468750 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -322499.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -322538.031250 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -322538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -322561.218750 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -322561.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -322582.093750 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -322582.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -322594.250000 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -322594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -322603.500000 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -322603.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -322611.750000 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -322611.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -322623.218750 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -322623.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -322634.593750 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -322634.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -322650.656250 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -322650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322660.875000 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -322660.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322671.750000 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -322671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -322676.781250 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -322676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322682.406250 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -322682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -322686.406250 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -322686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -322690.593750 Penalty: 3916.690186
	Iteration 21Q: 3 clusters Score -322690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322694.906250 Penalty: 3916.690186
	Iteration 22Q: 3 clusters Score -322694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -322697.781250 Penalty: 3916.690186
	Iteration 23Q: 3 clusters Score -322697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322703.531250 Penalty: 3916.690186
	Iteration 24Q: 3 clusters Score -322703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -322708.250000 Penalty: 3916.690186
	Iteration 25Q: 3 clusters Score -322708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -322710.093750 Penalty: 3916.690186
	Iteration 26Q: 3 clusters Score -322710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322710.968750 Penalty: 3916.690186
	Iteration 27Q: 3 clusters Score -322711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -322712.562500 Penalty: 3916.690186
	Iteration 28Q: 3 clusters Score -322712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -322713.906250 Penalty: 3916.690186
	Iteration 29Q: 3 clusters Score -322713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -322716.125000 Penalty: 3916.690186
	Iteration 30Q: 3 clusters Score -322716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -322717.375000 Penalty: 3916.690186
	Iteration 31Q: 3 clusters Score -322717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -322718.687500 Penalty: 3916.690186
	Iteration 32Q: 3 clusters Score -322718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -322721.312500 Penalty: 3916.690186
	Iteration 33Q: 3 clusters Score -322721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322725.062500 Penalty: 3916.690186
	Iteration 34Q: 3 clusters Score -322725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322728.562500 Penalty: 3916.690186
	Iteration 35Q: 3 clusters Score -322728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -322734.062500 Penalty: 3916.690186
	Iteration 36Q: 3 clusters Score -322734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -322738.218750 Penalty: 3916.690186
	Iteration 37Q: 3 clusters Score -322738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -322742.125000 Penalty: 3916.690186
	Iteration 38Q: 3 clusters Score -322742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -322745.312500 Penalty: 3916.690186
	Iteration 39Q: 3 clusters Score -322745.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -322747.562500 Penalty: 3916.690186
	Iteration 40F: 3 clusters Score -322747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322749.312500 Penalty: 3916.690186
	Iteration 41Q: 3 clusters Score -322749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -322751.406250 Penalty: 3916.690186
	Iteration 42Q: 3 clusters Score -322751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -322752.843750 Penalty: 3916.690186
	Iteration 43Q: 3 clusters Score -322752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -322754.906250 Penalty: 3916.690186
	Iteration 44Q: 3 clusters Score -322754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -322758.562500 Penalty: 3916.690186
	Iteration 45Q: 3 clusters Score -322758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322762.187500 Penalty: 3916.690186
	Iteration 46Q: 3 clusters Score -322762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322765.031250 Penalty: 3916.690186
	Iteration 47Q: 3 clusters Score -322765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322765.718750 Penalty: 3916.690186
	Iteration 48Q: 3 clusters Score -322765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322766.218750 Penalty: 3916.690186
	Iteration 49Q: 3 clusters Score -322766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322767.437500 Penalty: 3916.690186
	Iteration 50Q: 3 clusters Score -322767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -322769.406250 Penalty: 3916.690186
	Iteration 51Q: 3 clusters Score -322769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322770.625000 Penalty: 3916.690186
	Iteration 52Q: 3 clusters Score -322770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322772.281250 Penalty: 3916.690186
	Iteration 53Q: 3 clusters Score -322772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322772.875000 Penalty: 3916.690186
	Iteration 54Q: 3 clusters Score -322772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -322774.781250 Penalty: 3916.690186
	Iteration 55Q: 3 clusters Score -322774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -322774.750000 Penalty: 3916.690186
	Iteration 56Q: 3 clusters Score -322774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322776.500000 Penalty: 3916.690186
	Iteration 57Q: 3 clusters Score -322776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322777.593750 Penalty: 3916.690186
	Iteration 58Q: 3 clusters Score -322777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322778.843750 Penalty: 3916.690186
	Iteration 59Q: 3 clusters Score -322778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -322780.000000 Penalty: 3916.690186
	Iteration 60F: 3 clusters Score -322780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -322780.343750 Penalty: 3916.690186
	Iteration 61Q: 3 clusters Score -322780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -322781.000000 Penalty: 3916.690186
	Iteration 62Q: 3 clusters Score -322781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -322781.375000 Penalty: 3916.690186
	Iteration 63Q: 3 clusters Score -322781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -322781.375000 Penalty: 3916.690186
	Iteration 64F: 3 clusters Score -322781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (160495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Entering Unmasked Estep 
Score: -19857392.000000 Penalty: 2972.532471
	Iteration 0F: 2 clusters Score -1.985739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -19749586.000000 Penalty: 5945.064941
	Iteration 0F: 3 clusters Score -1.974959e+07 nChanged 76881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -19795214.000000 Penalty: 5945.064941
	Iteration 1F: 3 clusters Score -1.979521e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -19797132.000000 Penalty: 5945.064941
	Iteration 2Q: 3 clusters Score -1.979713e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -19799762.000000 Penalty: 5945.064941
	Iteration 3Q: 3 clusters Score -1.979976e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -19803990.000000 Penalty: 5945.064941
	Iteration 4F: 3 clusters Score -1.980399e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -19809794.000000 Penalty: 5945.064941
	Iteration 5F: 3 clusters Score -1.980979e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -19816662.000000 Penalty: 5945.064941
	Iteration 6F: 3 clusters Score -1.981666e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -19823528.000000 Penalty: 5945.064941
	Iteration 7F: 3 clusters Score -1.982353e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 128384 members 
Entering Unmasked Estep 
Score: -19830152.000000 Penalty: 5945.064941
	Iteration 8F: 3 clusters Score -1.983015e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -19836220.000000 Penalty: 5945.064941
	Iteration 9F: 3 clusters Score -1.983622e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -19842098.000000 Penalty: 5945.064941
	Iteration 10Q: 3 clusters Score -1.98421e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 150563 members 
Entering Unmasked Estep 
Score: -19847090.000000 Penalty: 5945.064941
	Iteration 11Q: 3 clusters Score -1.984709e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -19850836.000000 Penalty: 5945.064941
	Iteration 12Q: 3 clusters Score -1.985084e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -19852868.000000 Penalty: 5945.064941
	Iteration 13Q: 3 clusters Score -1.985287e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -19853942.000000 Penalty: 5945.064941
	Iteration 14Q: 3 clusters Score -1.985394e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 159417 members 
Entering Unmasked Estep 
Score: -19854396.000000 Penalty: 5945.064941
	Iteration 15Q: 3 clusters Score -1.98544e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -19854692.000000 Penalty: 5945.064941
	Iteration 16Q: 3 clusters Score -1.985469e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -19854774.000000 Penalty: 5945.064941
	Iteration 17Q: 3 clusters Score -1.985477e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -19854802.000000 Penalty: 5945.064941
	Iteration 18Q: 3 clusters Score -1.98548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -19854878.000000 Penalty: 5945.064941
	Iteration 19Q: 3 clusters Score -1.985488e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -19854942.000000 Penalty: 5945.064941
	Iteration 20F: 3 clusters Score -1.985494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -19854962.000000 Penalty: 5945.064941
	Iteration 21Q: 3 clusters Score -1.985496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -19854972.000000 Penalty: 5945.064941
	Iteration 22Q: 3 clusters Score -1.985497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -19854972.000000 Penalty: 5945.064941
	Iteration 23Q: 3 clusters Score -1.985497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -19854994.000000 Penalty: 5945.064941
	Iteration 24Q: 3 clusters Score -1.985499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -19855024.000000 Penalty: 5945.064941
	Iteration 25Q: 3 clusters Score -1.985502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 159995 members 
Entering Unmasked Estep 
Score: -19855022.000000 Penalty: 5945.064941
	Iteration 26Q: 3 clusters Score -1.985502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -19855032.000000 Penalty: 5945.064941
	Iteration 27Q: 3 clusters Score -1.985503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -19855058.000000 Penalty: 5945.064941
	Iteration 28Q: 3 clusters Score -1.985506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -19855064.000000 Penalty: 5945.064941
	Iteration 29Q: 3 clusters Score -1.985506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 160005 members 
Entering Unmasked Estep 
Score: -19855070.000000 Penalty: 5945.064941
	Iteration 30Q: 3 clusters Score -1.985507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -19855068.000000 Penalty: 5945.064941
	Iteration 31Q: 3 clusters Score -1.985507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 160005 members 
Entering Unmasked Estep 
Score: -19855060.000000 Penalty: 5945.064941
	Iteration 32Q: 3 clusters Score -1.985506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 160005 members 
Entering Unmasked Estep 
Score: -19855060.000000 Penalty: 5945.064941
	Iteration 33F: 3 clusters Score -1.985506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (381331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381331 members 
Entering Unmasked Estep 
Score: -47756180.000000 Penalty: 3187.153076
	Iteration 0F: 2 clusters Score -4.775618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190415 members 
Mstep: Class 2 contains 190916 members 
Entering Unmasked Estep 
Score: -47543208.000000 Penalty: 6374.306152
	Iteration 0F: 3 clusters Score -4.754321e+07 nChanged 185595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 196735 members 
Entering Unmasked Estep 
Score: -47654128.000000 Penalty: 6374.306152
	Iteration 1F: 3 clusters Score -4.765413e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 200315 members 
Entering Unmasked Estep 
Score: -47655820.000000 Penalty: 6374.306152
	Iteration 2Q: 3 clusters Score -4.765582e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175482 members 
Mstep: Class 2 contains 205849 members 
Entering Unmasked Estep 
Score: -47658172.000000 Penalty: 6374.306152
	Iteration 3Q: 3 clusters Score -4.765817e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 214214 members 
Entering Unmasked Estep 
Score: -47662080.000000 Penalty: 6374.306152
	Iteration 4Q: 3 clusters Score -4.766208e+07 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 225863 members 
Entering Unmasked Estep 
Score: -47667660.000000 Penalty: 6374.306152
	Iteration 5Q: 3 clusters Score -4.766766e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 241383 members 
Entering Unmasked Estep 
Score: -47676084.000000 Penalty: 6374.306152
	Iteration 6F: 3 clusters Score -4.767608e+07 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121931 members 
Mstep: Class 2 contains 259400 members 
Entering Unmasked Estep 
Score: -47688000.000000 Penalty: 6374.306152
	Iteration 7F: 3 clusters Score -4.7688e+07 nChanged 24801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 277143 members 
Entering Unmasked Estep 
Score: -47702896.000000 Penalty: 6374.306152
	Iteration 8F: 3 clusters Score -4.77029e+07 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 290033 members 
Entering Unmasked Estep 
Score: -47718496.000000 Penalty: 6374.306152
	Iteration 9F: 3 clusters Score -4.77185e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 296162 members 
Entering Unmasked Estep 
Score: -47728496.000000 Penalty: 6374.306152
	Iteration 10F: 3 clusters Score -4.77285e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 298420 members 
Entering Unmasked Estep 
Score: -47732396.000000 Penalty: 6374.306152
	Iteration 11Q: 3 clusters Score -4.77324e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 299657 members 
Entering Unmasked Estep 
Score: -47732848.000000 Penalty: 6374.306152
	Iteration 12Q: 3 clusters Score -4.773285e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 300609 members 
Entering Unmasked Estep 
Score: -47733080.000000 Penalty: 6374.306152
	Iteration 13Q: 3 clusters Score -4.773308e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 301319 members 
Entering Unmasked Estep 
Score: -47733104.000000 Penalty: 6374.306152
	Iteration 14Q: 3 clusters Score -4.77331e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 301784 members 
Entering Unmasked Estep 
Score: -47733100.000000 Penalty: 6374.306152
	Iteration 15Q: 3 clusters Score -4.77331e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 302049 members 
Entering Unmasked Estep 
Score: -47733268.000000 Penalty: 6374.306152
	Iteration 16Q: 3 clusters Score -4.773327e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 302157 members 
Entering Unmasked Estep 
Score: -47733264.000000 Penalty: 6374.306152
	Iteration 17Q: 3 clusters Score -4.773326e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 302202 members 
Entering Unmasked Estep 
Score: -47733556.000000 Penalty: 6374.306152
	Iteration 18Q: 3 clusters Score -4.773356e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 302135 members 
Entering Unmasked Estep 
Score: -47733604.000000 Penalty: 6374.306152
	Iteration 19Q: 3 clusters Score -4.77336e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 301972 members 
Entering Unmasked Estep 
Score: -47733736.000000 Penalty: 6374.306152
	Iteration 20F: 3 clusters Score -4.773374e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 301803 members 
Entering Unmasked Estep 
Score: -47733648.000000 Penalty: 6374.306152
	Iteration 21Q: 3 clusters Score -4.773365e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 301446 members 
Entering Unmasked Estep 
Score: -47733656.000000 Penalty: 6374.306152
	Iteration 22Q: 3 clusters Score -4.773366e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 300964 members 
Entering Unmasked Estep 
Score: -47733604.000000 Penalty: 6374.306152
	Iteration 23Q: 3 clusters Score -4.77336e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 300383 members 
Entering Unmasked Estep 
Score: -47733820.000000 Penalty: 6374.306152
	Iteration 24Q: 3 clusters Score -4.773382e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 299679 members 
Entering Unmasked Estep 
Score: -47734028.000000 Penalty: 6374.306152
	Iteration 25Q: 3 clusters Score -4.773403e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 298849 members 
Entering Unmasked Estep 
Score: -47734320.000000 Penalty: 6374.306152
	Iteration 26Q: 3 clusters Score -4.773432e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 297940 members 
Entering Unmasked Estep 
Score: -47734476.000000 Penalty: 6374.306152
	Iteration 27Q: 3 clusters Score -4.773448e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 296985 members 
Entering Unmasked Estep 
Score: -47734940.000000 Penalty: 6374.306152
	Iteration 28Q: 3 clusters Score -4.773494e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 296072 members 
Entering Unmasked Estep 
Score: -47734932.000000 Penalty: 6374.306152
	Iteration 29Q: 3 clusters Score -4.773493e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 295057 members 
Entering Unmasked Estep 
Score: -47735072.000000 Penalty: 6374.306152
	Iteration 30Q: 3 clusters Score -4.773507e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 293969 members 
Entering Unmasked Estep 
Score: -47735060.000000 Penalty: 6374.306152
	Iteration 31Q: 3 clusters Score -4.773506e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 292898 members 
Entering Unmasked Estep 
Score: -47735252.000000 Penalty: 6374.306152
	Iteration 32Q: 3 clusters Score -4.773525e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 291835 members 
Entering Unmasked Estep 
Score: -47735572.000000 Penalty: 6374.306152
	Iteration 33Q: 3 clusters Score -4.773557e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 290767 members 
Entering Unmasked Estep 
Score: -47735848.000000 Penalty: 6374.306152
	Iteration 34Q: 3 clusters Score -4.773585e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 289705 members 
Entering Unmasked Estep 
Score: -47736076.000000 Penalty: 6374.306152
	Iteration 35Q: 3 clusters Score -4.773608e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 288590 members 
Entering Unmasked Estep 
Score: -47736252.000000 Penalty: 6374.306152
	Iteration 36Q: 3 clusters Score -4.773625e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 287455 members 
Entering Unmasked Estep 
Score: -47736276.000000 Penalty: 6374.306152
	Iteration 37Q: 3 clusters Score -4.773628e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 286251 members 
Entering Unmasked Estep 
Score: -47736004.000000 Penalty: 6374.306152
	Iteration 38Q: 3 clusters Score -4.7736e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 284964 members 
Entering Unmasked Estep 
Score: -47735948.000000 Penalty: 6374.306152
	Iteration 39Q: 3 clusters Score -4.773595e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 283685 members 
Entering Unmasked Estep 
Score: -47736004.000000 Penalty: 6374.306152
	Iteration 40F: 3 clusters Score -4.7736e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 282320 members 
Entering Unmasked Estep 
Score: -47735972.000000 Penalty: 6374.306152
	Iteration 41Q: 3 clusters Score -4.773597e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 280900 members 
Entering Unmasked Estep 
Score: -47736096.000000 Penalty: 6374.306152
	Iteration 42Q: 3 clusters Score -4.77361e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 279457 members 
Entering Unmasked Estep 
Score: -47736056.000000 Penalty: 6374.306152
	Iteration 43Q: 3 clusters Score -4.773606e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103327 members 
Mstep: Class 2 contains 278004 members 
Entering Unmasked Estep 
Score: -47736072.000000 Penalty: 6374.306152
	Iteration 44Q: 3 clusters Score -4.773607e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 276488 members 
Entering Unmasked Estep 
Score: -47736040.000000 Penalty: 6374.306152
	Iteration 45Q: 3 clusters Score -4.773604e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 275042 members 
Entering Unmasked Estep 
Score: -47735928.000000 Penalty: 6374.306152
	Iteration 46Q: 3 clusters Score -4.773593e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 273633 members 
Entering Unmasked Estep 
Score: -47735928.000000 Penalty: 6374.306152
	Iteration 47Q: 3 clusters Score -4.773593e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 272197 members 
Entering Unmasked Estep 
Score: -47735732.000000 Penalty: 6374.306152
	Iteration 48Q: 3 clusters Score -4.773573e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 270785 members 
Entering Unmasked Estep 
Score: -47735732.000000 Penalty: 6374.306152
	Iteration 49Q: 3 clusters Score -4.773573e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 269446 members 
Entering Unmasked Estep 
Score: -47735848.000000 Penalty: 6374.306152
	Iteration 50Q: 3 clusters Score -4.773585e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 268136 members 
Entering Unmasked Estep 
Score: -47735860.000000 Penalty: 6374.306152
	Iteration 51Q: 3 clusters Score -4.773586e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 266861 members 
Entering Unmasked Estep 
Score: -47736032.000000 Penalty: 6374.306152
	Iteration 52Q: 3 clusters Score -4.773603e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 265561 members 
Entering Unmasked Estep 
Score: -47736192.000000 Penalty: 6374.306152
	Iteration 53Q: 3 clusters Score -4.773619e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117073 members 
Mstep: Class 2 contains 264258 members 
Entering Unmasked Estep 
Score: -47736132.000000 Penalty: 6374.306152
	Iteration 54Q: 3 clusters Score -4.773613e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 262964 members 
Entering Unmasked Estep 
Score: -47736132.000000 Penalty: 6374.306152
	Iteration 55Q: 3 clusters Score -4.773613e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 261634 members 
Entering Unmasked Estep 
Score: -47736200.000000 Penalty: 6374.306152
	Iteration 56Q: 3 clusters Score -4.77362e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121034 members 
Mstep: Class 2 contains 260297 members 
Entering Unmasked Estep 
Score: -47736200.000000 Penalty: 6374.306152
	Iteration 57Q: 3 clusters Score -4.77362e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122321 members 
Mstep: Class 2 contains 259010 members 
Entering Unmasked Estep 
Score: -47736100.000000 Penalty: 6374.306152
	Iteration 58Q: 3 clusters Score -4.77361e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123692 members 
Mstep: Class 2 contains 257639 members 
Entering Unmasked Estep 
Score: -47735964.000000 Penalty: 6374.306152
	Iteration 59Q: 3 clusters Score -4.773596e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124972 members 
Mstep: Class 2 contains 256359 members 
Entering Unmasked Estep 
Score: -47735960.000000 Penalty: 6374.306152
	Iteration 60F: 3 clusters Score -4.773596e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 255129 members 
Entering Unmasked Estep 
Score: -47736060.000000 Penalty: 6374.306152
	Iteration 61Q: 3 clusters Score -4.773606e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 253953 members 
Entering Unmasked Estep 
Score: -47736220.000000 Penalty: 6374.306152
	Iteration 62Q: 3 clusters Score -4.773622e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128513 members 
Mstep: Class 2 contains 252818 members 
Entering Unmasked Estep 
Score: -47736348.000000 Penalty: 6374.306152
	Iteration 63Q: 3 clusters Score -4.773635e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129607 members 
Mstep: Class 2 contains 251724 members 
Entering Unmasked Estep 
Score: -47736308.000000 Penalty: 6374.306152
	Iteration 64Q: 3 clusters Score -4.773631e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 250678 members 
Entering Unmasked Estep 
Score: -47736380.000000 Penalty: 6374.306152
	Iteration 65Q: 3 clusters Score -4.773638e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131626 members 
Mstep: Class 2 contains 249705 members 
Entering Unmasked Estep 
Score: -47736280.000000 Penalty: 6374.306152
	Iteration 66Q: 3 clusters Score -4.773628e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132577 members 
Mstep: Class 2 contains 248754 members 
Entering Unmasked Estep 
Score: -47736308.000000 Penalty: 6374.306152
	Iteration 67Q: 3 clusters Score -4.773631e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133487 members 
Mstep: Class 2 contains 247844 members 
Entering Unmasked Estep 
Score: -47736392.000000 Penalty: 6374.306152
	Iteration 68Q: 3 clusters Score -4.773639e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134346 members 
Mstep: Class 2 contains 246985 members 
Entering Unmasked Estep 
Score: -47736512.000000 Penalty: 6374.306152
	Iteration 69Q: 3 clusters Score -4.773651e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 246260 members 
Entering Unmasked Estep 
Score: -47736584.000000 Penalty: 6374.306152
	Iteration 70Q: 3 clusters Score -4.773658e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -47736580.000000 Penalty: 6374.306152
	Iteration 71Q: 3 clusters Score -4.773658e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136431 members 
Mstep: Class 2 contains 244900 members 
Entering Unmasked Estep 
Score: -47736640.000000 Penalty: 6374.306152
	Iteration 72Q: 3 clusters Score -4.773664e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 244244 members 
Entering Unmasked Estep 
Score: -47736532.000000 Penalty: 6374.306152
	Iteration 73Q: 3 clusters Score -4.773653e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137644 members 
Mstep: Class 2 contains 243687 members 
Entering Unmasked Estep 
Score: -47736560.000000 Penalty: 6374.306152
	Iteration 74Q: 3 clusters Score -4.773656e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138159 members 
Mstep: Class 2 contains 243172 members 
Entering Unmasked Estep 
Score: -47736680.000000 Penalty: 6374.306152
	Iteration 75Q: 3 clusters Score -4.773668e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 242713 members 
Entering Unmasked Estep 
Score: -47736828.000000 Penalty: 6374.306152
	Iteration 76Q: 3 clusters Score -4.773683e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 242305 members 
Entering Unmasked Estep 
Score: -47736756.000000 Penalty: 6374.306152
	Iteration 77Q: 3 clusters Score -4.773676e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 241963 members 
Entering Unmasked Estep 
Score: -47736740.000000 Penalty: 6374.306152
	Iteration 78Q: 3 clusters Score -4.773674e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 241603 members 
Entering Unmasked Estep 
Score: -47736668.000000 Penalty: 6374.306152
	Iteration 79Q: 3 clusters Score -4.773667e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 241243 members 
Entering Unmasked Estep 
Score: -47736720.000000 Penalty: 6374.306152
	Iteration 80F: 3 clusters Score -4.773672e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140387 members 
Mstep: Class 2 contains 240944 members 
Entering Unmasked Estep 
Score: -47736752.000000 Penalty: 6374.306152
	Iteration 81Q: 3 clusters Score -4.773675e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140677 members 
Mstep: Class 2 contains 240654 members 
Entering Unmasked Estep 
Score: -47736708.000000 Penalty: 6374.306152
	Iteration 82Q: 3 clusters Score -4.773671e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -47736724.000000 Penalty: 6374.306152
	Iteration 83Q: 3 clusters Score -4.773672e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 240045 members 
Entering Unmasked Estep 
Score: -47736764.000000 Penalty: 6374.306152
	Iteration 84Q: 3 clusters Score -4.773676e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 239743 members 
Entering Unmasked Estep 
Score: -47736692.000000 Penalty: 6374.306152
	Iteration 85Q: 3 clusters Score -4.773669e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 239439 members 
Entering Unmasked Estep 
Score: -47736744.000000 Penalty: 6374.306152
	Iteration 86Q: 3 clusters Score -4.773674e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142159 members 
Mstep: Class 2 contains 239172 members 
Entering Unmasked Estep 
Score: -47736784.000000 Penalty: 6374.306152
	Iteration 87Q: 3 clusters Score -4.773678e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 238922 members 
Entering Unmasked Estep 
Score: -47736796.000000 Penalty: 6374.306152
	Iteration 88Q: 3 clusters Score -4.77368e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 238688 members 
Entering Unmasked Estep 
Score: -47736820.000000 Penalty: 6374.306152
	Iteration 89Q: 3 clusters Score -4.773682e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 238493 members 
Entering Unmasked Estep 
Score: -47736848.000000 Penalty: 6374.306152
	Iteration 90Q: 3 clusters Score -4.773685e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 238321 members 
Entering Unmasked Estep 
Score: -47736832.000000 Penalty: 6374.306152
	Iteration 91Q: 3 clusters Score -4.773683e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 238180 members 
Entering Unmasked Estep 
Score: -47736896.000000 Penalty: 6374.306152
	Iteration 92Q: 3 clusters Score -4.77369e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 238042 members 
Entering Unmasked Estep 
Score: -47736828.000000 Penalty: 6374.306152
	Iteration 93Q: 3 clusters Score -4.773683e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 237950 members 
Entering Unmasked Estep 
Score: -47736828.000000 Penalty: 6374.306152
	Iteration 94Q: 3 clusters Score -4.773683e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Mstep: Class 2 contains 237861 members 
Entering Unmasked Estep 
Score: -47736876.000000 Penalty: 6374.306152
	Iteration 95Q: 3 clusters Score -4.773688e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 237776 members 
Entering Unmasked Estep 
Score: -47736852.000000 Penalty: 6374.306152
	Iteration 96Q: 3 clusters Score -4.773685e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143645 members 
Mstep: Class 2 contains 237686 members 
Entering Unmasked Estep 
Score: -47736820.000000 Penalty: 6374.306152
	Iteration 97Q: 3 clusters Score -4.773682e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 237605 members 
Entering Unmasked Estep 
Score: -47736884.000000 Penalty: 6374.306152
	Iteration 98Q: 3 clusters Score -4.773688e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 237523 members 
Entering Unmasked Estep 
Score: -47736924.000000 Penalty: 6374.306152
	Iteration 99Q: 3 clusters Score -4.773692e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143876 members 
Mstep: Class 2 contains 237455 members 
Entering Unmasked Estep 
Score: -47736868.000000 Penalty: 6374.306152
	Iteration 100F: 3 clusters Score -4.773687e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 237380 members 
Entering Unmasked Estep 
Score: -47736876.000000 Penalty: 6374.306152
	Iteration 101Q: 3 clusters Score -4.773688e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 237318 members 
Entering Unmasked Estep 
Score: -47736820.000000 Penalty: 6374.306152
	Iteration 102Q: 3 clusters Score -4.773682e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144127 members 
Mstep: Class 2 contains 237204 members 
Entering Unmasked Estep 
Score: -47736920.000000 Penalty: 6374.306152
	Iteration 103Q: 3 clusters Score -4.773692e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144214 members 
Mstep: Class 2 contains 237117 members 
Entering Unmasked Estep 
Score: -47736920.000000 Penalty: 6374.306152
	Iteration 104Q: 3 clusters Score -4.773692e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144318 members 
Mstep: Class 2 contains 237013 members 
Entering Unmasked Estep 
Score: -47736892.000000 Penalty: 6374.306152
	Iteration 105Q: 3 clusters Score -4.773689e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 236958 members 
Entering Unmasked Estep 
Score: -47736968.000000 Penalty: 6374.306152
	Iteration 106Q: 3 clusters Score -4.773697e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 236913 members 
Entering Unmasked Estep 
Score: -47736980.000000 Penalty: 6374.306152
	Iteration 107Q: 3 clusters Score -4.773698e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 236877 members 
Entering Unmasked Estep 
Score: -47737020.000000 Penalty: 6374.306152
	Iteration 108Q: 3 clusters Score -4.773702e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 236862 members 
Entering Unmasked Estep 
Score: -47737064.000000 Penalty: 6374.306152
	Iteration 109Q: 3 clusters Score -4.773706e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 236851 members 
Entering Unmasked Estep 
Score: -47736992.000000 Penalty: 6374.306152
	Iteration 110Q: 3 clusters Score -4.773699e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 236840 members 
Entering Unmasked Estep 
Score: -47737104.000000 Penalty: 6374.306152
	Iteration 111Q: 3 clusters Score -4.77371e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 236820 members 
Entering Unmasked Estep 
Score: -47737100.000000 Penalty: 6374.306152
	Iteration 112Q: 3 clusters Score -4.77371e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 236817 members 
Entering Unmasked Estep 
Score: -47737144.000000 Penalty: 6374.306152
	Iteration 113Q: 3 clusters Score -4.773714e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 236814 members 
Entering Unmasked Estep 
Score: -47737108.000000 Penalty: 6374.306152
	Iteration 114Q: 3 clusters Score -4.773711e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 236834 members 
Entering Unmasked Estep 
Score: -47737180.000000 Penalty: 6374.306152
	Iteration 115Q: 3 clusters Score -4.773718e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144486 members 
Mstep: Class 2 contains 236845 members 
Entering Unmasked Estep 
Score: -47737188.000000 Penalty: 6374.306152
	Iteration 116Q: 3 clusters Score -4.773719e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 236842 members 
Entering Unmasked Estep 
Score: -47737280.000000 Penalty: 6374.306152
	Iteration 117Q: 3 clusters Score -4.773728e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 236850 members 
Entering Unmasked Estep 
Score: -47737232.000000 Penalty: 6374.306152
	Iteration 118Q: 3 clusters Score -4.773723e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 236848 members 
Entering Unmasked Estep 
Score: -47737252.000000 Penalty: 6374.306152
	Iteration 119Q: 3 clusters Score -4.773725e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 236834 members 
Entering Unmasked Estep 
Score: -47737232.000000 Penalty: 6374.306152
	Iteration 120F: 3 clusters Score -4.773723e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 236834 members 
Entering Unmasked Estep 
Score: -47737312.000000 Penalty: 6374.306152
	Iteration 121Q: 3 clusters Score -4.773731e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 236841 members 
Entering Unmasked Estep 
Score: -47737320.000000 Penalty: 6374.306152
	Iteration 122Q: 3 clusters Score -4.773732e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 236851 members 
Entering Unmasked Estep 
Score: -47737304.000000 Penalty: 6374.306152
	Iteration 123Q: 3 clusters Score -4.77373e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 236846 members 
Entering Unmasked Estep 
Score: -47737304.000000 Penalty: 6374.306152
	Iteration 124Q: 3 clusters Score -4.77373e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 236859 members 
Entering Unmasked Estep 
Score: -47737360.000000 Penalty: 6374.306152
	Iteration 125Q: 3 clusters Score -4.773736e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 236867 members 
Entering Unmasked Estep 
Score: -47737380.000000 Penalty: 6374.306152
	Iteration 126Q: 3 clusters Score -4.773738e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144435 members 
Mstep: Class 2 contains 236896 members 
Entering Unmasked Estep 
Score: -47737412.000000 Penalty: 6374.306152
	Iteration 127Q: 3 clusters Score -4.773741e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 236912 members 
Entering Unmasked Estep 
Score: -47737388.000000 Penalty: 6374.306152
	Iteration 128Q: 3 clusters Score -4.773739e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 236919 members 
Entering Unmasked Estep 
Score: -47737396.000000 Penalty: 6374.306152
	Iteration 129Q: 3 clusters Score -4.77374e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 236913 members 
Entering Unmasked Estep 
Score: -47737372.000000 Penalty: 6374.306152
	Iteration 130Q: 3 clusters Score -4.773737e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 236919 members 
Entering Unmasked Estep 
Score: -47737352.000000 Penalty: 6374.306152
	Iteration 131Q: 3 clusters Score -4.773735e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 236914 members 
Entering Unmasked Estep 
Score: -47737368.000000 Penalty: 6374.306152
	Iteration 132Q: 3 clusters Score -4.773737e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 236905 members 
Entering Unmasked Estep 
Score: -47737424.000000 Penalty: 6374.306152
	Iteration 133Q: 3 clusters Score -4.773742e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144421 members 
Mstep: Class 2 contains 236910 members 
Entering Unmasked Estep 
Score: -47737476.000000 Penalty: 6374.306152
	Iteration 134Q: 3 clusters Score -4.773748e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 236920 members 
Entering Unmasked Estep 
Score: -47737408.000000 Penalty: 6374.306152
	Iteration 135Q: 3 clusters Score -4.773741e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 236945 members 
Entering Unmasked Estep 
Score: -47737460.000000 Penalty: 6374.306152
	Iteration 136Q: 3 clusters Score -4.773746e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144365 members 
Mstep: Class 2 contains 236966 members 
Entering Unmasked Estep 
Score: -47737432.000000 Penalty: 6374.306152
	Iteration 137Q: 3 clusters Score -4.773743e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 236987 members 
Entering Unmasked Estep 
Score: -47737516.000000 Penalty: 6374.306152
	Iteration 138Q: 3 clusters Score -4.773752e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 237017 members 
Entering Unmasked Estep 
Score: -47737544.000000 Penalty: 6374.306152
	Iteration 139Q: 3 clusters Score -4.773754e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 237057 members 
Entering Unmasked Estep 
Score: -47737548.000000 Penalty: 6374.306152
	Iteration 140F: 3 clusters Score -4.773755e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144259 members 
Mstep: Class 2 contains 237072 members 
Entering Unmasked Estep 
Score: -47737560.000000 Penalty: 6374.306152
	Iteration 141Q: 3 clusters Score -4.773756e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 237078 members 
Entering Unmasked Estep 
Score: -47737648.000000 Penalty: 6374.306152
	Iteration 142Q: 3 clusters Score -4.773765e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 237112 members 
Entering Unmasked Estep 
Score: -47737632.000000 Penalty: 6374.306152
	Iteration 143Q: 3 clusters Score -4.773763e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 237166 members 
Entering Unmasked Estep 
Score: -47737640.000000 Penalty: 6374.306152
	Iteration 144Q: 3 clusters Score -4.773764e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144118 members 
Mstep: Class 2 contains 237213 members 
Entering Unmasked Estep 
Score: -47737624.000000 Penalty: 6374.306152
	Iteration 145Q: 3 clusters Score -4.773762e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 237266 members 
Entering Unmasked Estep 
Score: -47737700.000000 Penalty: 6374.306152
	Iteration 146Q: 3 clusters Score -4.77377e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 237280 members 
Entering Unmasked Estep 
Score: -47737768.000000 Penalty: 6374.306152
	Iteration 147Q: 3 clusters Score -4.773777e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 237317 members 
Entering Unmasked Estep 
Score: -47737792.000000 Penalty: 6374.306152
	Iteration 148Q: 3 clusters Score -4.773779e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 237371 members 
Entering Unmasked Estep 
Score: -47737824.000000 Penalty: 6374.306152
	Iteration 149Q: 3 clusters Score -4.773782e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 237438 members 
Entering Unmasked Estep 
Score: -47737768.000000 Penalty: 6374.306152
	Iteration 150Q: 3 clusters Score -4.773777e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Mstep: Class 2 contains 237518 members 
Entering Unmasked Estep 
Score: -47737728.000000 Penalty: 6374.306152
	Iteration 151Q: 3 clusters Score -4.773773e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 237587 members 
Entering Unmasked Estep 
Score: -47737832.000000 Penalty: 6374.306152
	Iteration 152Q: 3 clusters Score -4.773783e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 237643 members 
Entering Unmasked Estep 
Score: -47737804.000000 Penalty: 6374.306152
	Iteration 153Q: 3 clusters Score -4.77378e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 237709 members 
Entering Unmasked Estep 
Score: -47737796.000000 Penalty: 6374.306152
	Iteration 154Q: 3 clusters Score -4.77378e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 237767 members 
Entering Unmasked Estep 
Score: -47737772.000000 Penalty: 6374.306152
	Iteration 155Q: 3 clusters Score -4.773777e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 237829 members 
Entering Unmasked Estep 
Score: -47737768.000000 Penalty: 6374.306152
	Iteration 156Q: 3 clusters Score -4.773777e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 237878 members 
Entering Unmasked Estep 
Score: -47737756.000000 Penalty: 6374.306152
	Iteration 157Q: 3 clusters Score -4.773776e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 237945 members 
Entering Unmasked Estep 
Score: -47737808.000000 Penalty: 6374.306152
	Iteration 158Q: 3 clusters Score -4.773781e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 238005 members 
Entering Unmasked Estep 
Score: -47737900.000000 Penalty: 6374.306152
	Iteration 159Q: 3 clusters Score -4.77379e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 238057 members 
Entering Unmasked Estep 
Score: -47737876.000000 Penalty: 6374.306152
	Iteration 160F: 3 clusters Score -4.773788e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143223 members 
Mstep: Class 2 contains 238108 members 
Entering Unmasked Estep 
Score: -47737884.000000 Penalty: 6374.306152
	Iteration 161Q: 3 clusters Score -4.773788e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143148 members 
Mstep: Class 2 contains 238183 members 
Entering Unmasked Estep 
Score: -47737936.000000 Penalty: 6374.306152
	Iteration 162Q: 3 clusters Score -4.773794e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 238257 members 
Entering Unmasked Estep 
Score: -47737936.000000 Penalty: 6374.306152
	Iteration 163Q: 3 clusters Score -4.773794e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 238327 members 
Entering Unmasked Estep 
Score: -47737952.000000 Penalty: 6374.306152
	Iteration 164Q: 3 clusters Score -4.773795e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 238375 members 
Entering Unmasked Estep 
Score: -47738040.000000 Penalty: 6374.306152
	Iteration 165Q: 3 clusters Score -4.773804e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 238410 members 
Entering Unmasked Estep 
Score: -47738024.000000 Penalty: 6374.306152
	Iteration 166Q: 3 clusters Score -4.773802e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 238448 members 
Entering Unmasked Estep 
Score: -47737996.000000 Penalty: 6374.306152
	Iteration 167Q: 3 clusters Score -4.7738e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 238494 members 
Entering Unmasked Estep 
Score: -47737952.000000 Penalty: 6374.306152
	Iteration 168Q: 3 clusters Score -4.773795e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -47737988.000000 Penalty: 6374.306152
	Iteration 169Q: 3 clusters Score -4.773799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 238542 members 
Entering Unmasked Estep 
Score: -47738008.000000 Penalty: 6374.306152
	Iteration 170Q: 3 clusters Score -4.773801e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 238560 members 
Entering Unmasked Estep 
Score: -47737996.000000 Penalty: 6374.306152
	Iteration 171Q: 3 clusters Score -4.7738e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 238584 members 
Entering Unmasked Estep 
Score: -47737968.000000 Penalty: 6374.306152
	Iteration 172Q: 3 clusters Score -4.773797e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 238609 members 
Entering Unmasked Estep 
Score: -47737996.000000 Penalty: 6374.306152
	Iteration 173Q: 3 clusters Score -4.7738e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 238623 members 
Entering Unmasked Estep 
Score: -47737968.000000 Penalty: 6374.306152
	Iteration 174Q: 3 clusters Score -4.773797e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 238638 members 
Entering Unmasked Estep 
Score: -47737948.000000 Penalty: 6374.306152
	Iteration 175Q: 3 clusters Score -4.773795e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142670 members 
Mstep: Class 2 contains 238661 members 
Entering Unmasked Estep 
Score: -47737964.000000 Penalty: 6374.306152
	Iteration 176Q: 3 clusters Score -4.773796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 238681 members 
Entering Unmasked Estep 
Score: -47738012.000000 Penalty: 6374.306152
	Iteration 177Q: 3 clusters Score -4.773801e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 238716 members 
Entering Unmasked Estep 
Score: -47737988.000000 Penalty: 6374.306152
	Iteration 178Q: 3 clusters Score -4.773799e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142580 members 
Mstep: Class 2 contains 238751 members 
Entering Unmasked Estep 
Score: -47737972.000000 Penalty: 6374.306152
	Iteration 179Q: 3 clusters Score -4.773797e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 238778 members 
Entering Unmasked Estep 
Score: -47737952.000000 Penalty: 6374.306152
	Iteration 180F: 3 clusters Score -4.773795e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142502 members 
Mstep: Class 2 contains 238829 members 
Entering Unmasked Estep 
Score: -47737952.000000 Penalty: 6374.306152
	Iteration 181Q: 3 clusters Score -4.773795e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 238894 members 
Entering Unmasked Estep 
Score: -47738028.000000 Penalty: 6374.306152
	Iteration 182Q: 3 clusters Score -4.773803e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142369 members 
Mstep: Class 2 contains 238962 members 
Entering Unmasked Estep 
Score: -47738024.000000 Penalty: 6374.306152
	Iteration 183Q: 3 clusters Score -4.773802e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 239023 members 
Entering Unmasked Estep 
Score: -47738092.000000 Penalty: 6374.306152
	Iteration 184Q: 3 clusters Score -4.773809e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142236 members 
Mstep: Class 2 contains 239095 members 
Entering Unmasked Estep 
Score: -47738096.000000 Penalty: 6374.306152
	Iteration 185Q: 3 clusters Score -4.77381e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 239149 members 
Entering Unmasked Estep 
Score: -47738128.000000 Penalty: 6374.306152
	Iteration 186Q: 3 clusters Score -4.773813e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 239208 members 
Entering Unmasked Estep 
Score: -47738096.000000 Penalty: 6374.306152
	Iteration 187Q: 3 clusters Score -4.77381e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 239260 members 
Entering Unmasked Estep 
Score: -47738124.000000 Penalty: 6374.306152
	Iteration 188Q: 3 clusters Score -4.773812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 239303 members 
Entering Unmasked Estep 
Score: -47738152.000000 Penalty: 6374.306152
	Iteration 189Q: 3 clusters Score -4.773815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 239341 members 
Entering Unmasked Estep 
Score: -47738204.000000 Penalty: 6374.306152
	Iteration 190Q: 3 clusters Score -4.77382e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 239369 members 
Entering Unmasked Estep 
Score: -47738168.000000 Penalty: 6374.306152
	Iteration 191Q: 3 clusters Score -4.773817e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 239402 members 
Entering Unmasked Estep 
Score: -47738156.000000 Penalty: 6374.306152
	Iteration 192Q: 3 clusters Score -4.773816e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141898 members 
Mstep: Class 2 contains 239433 members 
Entering Unmasked Estep 
Score: -47738160.000000 Penalty: 6374.306152
	Iteration 193Q: 3 clusters Score -4.773816e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 239462 members 
Entering Unmasked Estep 
Score: -47738160.000000 Penalty: 6374.306152
	Iteration 194Q: 3 clusters Score -4.773816e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 239477 members 
Entering Unmasked Estep 
Score: -47738132.000000 Penalty: 6374.306152
	Iteration 195Q: 3 clusters Score -4.773813e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 239500 members 
Entering Unmasked Estep 
Score: -47738128.000000 Penalty: 6374.306152
	Iteration 196Q: 3 clusters Score -4.773813e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 239535 members 
Entering Unmasked Estep 
Score: -47738144.000000 Penalty: 6374.306152
	Iteration 197Q: 3 clusters Score -4.773814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141763 members 
Mstep: Class 2 contains 239568 members 
Entering Unmasked Estep 
Score: -47738144.000000 Penalty: 6374.306152
	Iteration 198Q: 3 clusters Score -4.773814e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 239593 members 
Entering Unmasked Estep 
Score: -47738132.000000 Penalty: 6374.306152
	Iteration 199Q: 3 clusters Score -4.773813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 239615 members 
Entering Unmasked Estep 
Score: -47738148.000000 Penalty: 6374.306152
	Iteration 200F: 3 clusters Score -4.773815e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 239629 members 
Entering Unmasked Estep 
Score: -47738116.000000 Penalty: 6374.306152
	Iteration 201Q: 3 clusters Score -4.773812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141672 members 
Mstep: Class 2 contains 239659 members 
Entering Unmasked Estep 
Score: -47738124.000000 Penalty: 6374.306152
	Iteration 202Q: 3 clusters Score -4.773812e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 239697 members 
Entering Unmasked Estep 
Score: -47738128.000000 Penalty: 6374.306152
	Iteration 203Q: 3 clusters Score -4.773813e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 239739 members 
Entering Unmasked Estep 
Score: -47738148.000000 Penalty: 6374.306152
	Iteration 204Q: 3 clusters Score -4.773815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141556 members 
Mstep: Class 2 contains 239775 members 
Entering Unmasked Estep 
Score: -47738116.000000 Penalty: 6374.306152
	Iteration 205Q: 3 clusters Score -4.773812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 239813 members 
Entering Unmasked Estep 
Score: -47738100.000000 Penalty: 6374.306152
	Iteration 206Q: 3 clusters Score -4.77381e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 239847 members 
Entering Unmasked Estep 
Score: -47738160.000000 Penalty: 6374.306152
	Iteration 207Q: 3 clusters Score -4.773816e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -47738204.000000 Penalty: 6374.306152
	Iteration 208Q: 3 clusters Score -4.77382e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 239891 members 
Entering Unmasked Estep 
Score: -47738156.000000 Penalty: 6374.306152
	Iteration 209Q: 3 clusters Score -4.773816e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 239921 members 
Entering Unmasked Estep 
Score: -47738200.000000 Penalty: 6374.306152
	Iteration 210Q: 3 clusters Score -4.77382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141371 members 
Mstep: Class 2 contains 239960 members 
Entering Unmasked Estep 
Score: -47738216.000000 Penalty: 6374.306152
	Iteration 211Q: 3 clusters Score -4.773822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141344 members 
Mstep: Class 2 contains 239987 members 
Entering Unmasked Estep 
Score: -47738244.000000 Penalty: 6374.306152
	Iteration 212Q: 3 clusters Score -4.773824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141331 members 
Mstep: Class 2 contains 240000 members 
Entering Unmasked Estep 
Score: -47738256.000000 Penalty: 6374.306152
	Iteration 213Q: 3 clusters Score -4.773826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141312 members 
Mstep: Class 2 contains 240019 members 
Entering Unmasked Estep 
Score: -47738252.000000 Penalty: 6374.306152
	Iteration 214Q: 3 clusters Score -4.773825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141294 members 
Mstep: Class 2 contains 240037 members 
Entering Unmasked Estep 
Score: -47738272.000000 Penalty: 6374.306152
	Iteration 215Q: 3 clusters Score -4.773827e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141264 members 
Mstep: Class 2 contains 240067 members 
Entering Unmasked Estep 
Score: -47738248.000000 Penalty: 6374.306152
	Iteration 216Q: 3 clusters Score -4.773825e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 240101 members 
Entering Unmasked Estep 
Score: -47738240.000000 Penalty: 6374.306152
	Iteration 217Q: 3 clusters Score -4.773824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 240134 members 
Entering Unmasked Estep 
Score: -47738240.000000 Penalty: 6374.306152
	Iteration 218Q: 3 clusters Score -4.773824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 240173 members 
Entering Unmasked Estep 
Score: -47738252.000000 Penalty: 6374.306152
	Iteration 219Q: 3 clusters Score -4.773825e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141121 members 
Mstep: Class 2 contains 240210 members 
Entering Unmasked Estep 
Score: -47738304.000000 Penalty: 6374.306152
	Iteration 220F: 3 clusters Score -4.77383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 240239 members 
Entering Unmasked Estep 
Score: -47738324.000000 Penalty: 6374.306152
	Iteration 221Q: 3 clusters Score -4.773832e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 240266 members 
Entering Unmasked Estep 
Score: -47738380.000000 Penalty: 6374.306152
	Iteration 222Q: 3 clusters Score -4.773838e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141044 members 
Mstep: Class 2 contains 240287 members 
Entering Unmasked Estep 
Score: -47738372.000000 Penalty: 6374.306152
	Iteration 223Q: 3 clusters Score -4.773837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141029 members 
Mstep: Class 2 contains 240302 members 
Entering Unmasked Estep 
Score: -47738424.000000 Penalty: 6374.306152
	Iteration 224Q: 3 clusters Score -4.773842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141017 members 
Mstep: Class 2 contains 240314 members 
Entering Unmasked Estep 
Score: -47738356.000000 Penalty: 6374.306152
	Iteration 225Q: 3 clusters Score -4.773836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 240331 members 
Entering Unmasked Estep 
Score: -47738336.000000 Penalty: 6374.306152
	Iteration 226Q: 3 clusters Score -4.773834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 240350 members 
Entering Unmasked Estep 
Score: -47738340.000000 Penalty: 6374.306152
	Iteration 227Q: 3 clusters Score -4.773834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140958 members 
Mstep: Class 2 contains 240373 members 
Entering Unmasked Estep 
Score: -47738368.000000 Penalty: 6374.306152
	Iteration 228Q: 3 clusters Score -4.773837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 240385 members 
Entering Unmasked Estep 
Score: -47738360.000000 Penalty: 6374.306152
	Iteration 229Q: 3 clusters Score -4.773836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 240386 members 
Entering Unmasked Estep 
Score: -47738368.000000 Penalty: 6374.306152
	Iteration 230Q: 3 clusters Score -4.773837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 240388 members 
Entering Unmasked Estep 
Score: -47738368.000000 Penalty: 6374.306152
	Iteration 231Q: 3 clusters Score -4.773837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140938 members 
Mstep: Class 2 contains 240393 members 
Entering Unmasked Estep 
Score: -47738360.000000 Penalty: 6374.306152
	Iteration 232Q: 3 clusters Score -4.773836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140925 members 
Mstep: Class 2 contains 240406 members 
Entering Unmasked Estep 
Score: -47738368.000000 Penalty: 6374.306152
	Iteration 233Q: 3 clusters Score -4.773837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 240416 members 
Entering Unmasked Estep 
Score: -47738364.000000 Penalty: 6374.306152
	Iteration 234Q: 3 clusters Score -4.773836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 240418 members 
Entering Unmasked Estep 
Score: -47738380.000000 Penalty: 6374.306152
	Iteration 235Q: 3 clusters Score -4.773838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 240428 members 
Entering Unmasked Estep 
Score: -47738448.000000 Penalty: 6374.306152
	Iteration 236Q: 3 clusters Score -4.773845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 240433 members 
Entering Unmasked Estep 
Score: -47738436.000000 Penalty: 6374.306152
	Iteration 237Q: 3 clusters Score -4.773844e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 240439 members 
Entering Unmasked Estep 
Score: -47738448.000000 Penalty: 6374.306152
	Iteration 238Q: 3 clusters Score -4.773845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 240447 members 
Entering Unmasked Estep 
Score: -47738460.000000 Penalty: 6374.306152
	Iteration 239Q: 3 clusters Score -4.773846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140878 members 
Mstep: Class 2 contains 240453 members 
Entering Unmasked Estep 
Score: -47738460.000000 Penalty: 6374.306152
	Iteration 240F: 3 clusters Score -4.773846e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 240470 members 
Entering Unmasked Estep 
Score: -47738440.000000 Penalty: 6374.306152
	Iteration 241Q: 3 clusters Score -4.773844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 240487 members 
Entering Unmasked Estep 
Score: -47738424.000000 Penalty: 6374.306152
	Iteration 242Q: 3 clusters Score -4.773842e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140833 members 
Mstep: Class 2 contains 240498 members 
Entering Unmasked Estep 
Score: -47738440.000000 Penalty: 6374.306152
	Iteration 243Q: 3 clusters Score -4.773844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 240509 members 
Entering Unmasked Estep 
Score: -47738456.000000 Penalty: 6374.306152
	Iteration 244Q: 3 clusters Score -4.773846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140805 members 
Mstep: Class 2 contains 240526 members 
Entering Unmasked Estep 
Score: -47738428.000000 Penalty: 6374.306152
	Iteration 245Q: 3 clusters Score -4.773843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140775 members 
Mstep: Class 2 contains 240556 members 
Entering Unmasked Estep 
Score: -47738460.000000 Penalty: 6374.306152
	Iteration 246Q: 3 clusters Score -4.773846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140747 members 
Mstep: Class 2 contains 240584 members 
Entering Unmasked Estep 
Score: -47738444.000000 Penalty: 6374.306152
	Iteration 247Q: 3 clusters Score -4.773844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 240607 members 
Entering Unmasked Estep 
Score: -47738456.000000 Penalty: 6374.306152
	Iteration 248Q: 3 clusters Score -4.773846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 240629 members 
Entering Unmasked Estep 
Score: -47738428.000000 Penalty: 6374.306152
	Iteration 249Q: 3 clusters Score -4.773843e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 240646 members 
Entering Unmasked Estep 
Score: -47738460.000000 Penalty: 6374.306152
	Iteration 250Q: 3 clusters Score -4.773846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140667 members 
Mstep: Class 2 contains 240664 members 
Entering Unmasked Estep 
Score: -47738472.000000 Penalty: 6374.306152
	Iteration 251Q: 3 clusters Score -4.773847e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 240691 members 
Entering Unmasked Estep 
Score: -47738476.000000 Penalty: 6374.306152
	Iteration 252Q: 3 clusters Score -4.773848e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 240715 members 
Entering Unmasked Estep 
Score: -47738500.000000 Penalty: 6374.306152
	Iteration 253Q: 3 clusters Score -4.77385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 240740 members 
Entering Unmasked Estep 
Score: -47738436.000000 Penalty: 6374.306152
	Iteration 254Q: 3 clusters Score -4.773844e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140561 members 
Mstep: Class 2 contains 240770 members 
Entering Unmasked Estep 
Score: -47738464.000000 Penalty: 6374.306152
	Iteration 255Q: 3 clusters Score -4.773846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 240797 members 
Entering Unmasked Estep 
Score: -47738452.000000 Penalty: 6374.306152
	Iteration 256Q: 3 clusters Score -4.773845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 240827 members 
Entering Unmasked Estep 
Score: -47738432.000000 Penalty: 6374.306152
	Iteration 257Q: 3 clusters Score -4.773843e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 240854 members 
Entering Unmasked Estep 
Score: -47738420.000000 Penalty: 6374.306152
	Iteration 258Q: 3 clusters Score -4.773842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 240890 members 
Entering Unmasked Estep 
Score: -47738432.000000 Penalty: 6374.306152
	Iteration 259Q: 3 clusters Score -4.773843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140411 members 
Mstep: Class 2 contains 240920 members 
Entering Unmasked Estep 
Score: -47738444.000000 Penalty: 6374.306152
	Iteration 260F: 3 clusters Score -4.773844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140367 members 
Mstep: Class 2 contains 240964 members 
Entering Unmasked Estep 
Score: -47738524.000000 Penalty: 6374.306152
	Iteration 261Q: 3 clusters Score -4.773852e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140325 members 
Mstep: Class 2 contains 241006 members 
Entering Unmasked Estep 
Score: -47738536.000000 Penalty: 6374.306152
	Iteration 262Q: 3 clusters Score -4.773854e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 241041 members 
Entering Unmasked Estep 
Score: -47738560.000000 Penalty: 6374.306152
	Iteration 263Q: 3 clusters Score -4.773856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140277 members 
Mstep: Class 2 contains 241054 members 
Entering Unmasked Estep 
Score: -47738580.000000 Penalty: 6374.306152
	Iteration 264Q: 3 clusters Score -4.773858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140252 members 
Mstep: Class 2 contains 241079 members 
Entering Unmasked Estep 
Score: -47738616.000000 Penalty: 6374.306152
	Iteration 265Q: 3 clusters Score -4.773862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 241121 members 
Entering Unmasked Estep 
Score: -47738548.000000 Penalty: 6374.306152
	Iteration 266Q: 3 clusters Score -4.773855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 241158 members 
Entering Unmasked Estep 
Score: -47738516.000000 Penalty: 6374.306152
	Iteration 267Q: 3 clusters Score -4.773852e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 241189 members 
Entering Unmasked Estep 
Score: -47738532.000000 Penalty: 6374.306152
	Iteration 268Q: 3 clusters Score -4.773853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140111 members 
Mstep: Class 2 contains 241220 members 
Entering Unmasked Estep 
Score: -47738520.000000 Penalty: 6374.306152
	Iteration 269Q: 3 clusters Score -4.773852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 241255 members 
Entering Unmasked Estep 
Score: -47738512.000000 Penalty: 6374.306152
	Iteration 270Q: 3 clusters Score -4.773851e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 241291 members 
Entering Unmasked Estep 
Score: -47738548.000000 Penalty: 6374.306152
	Iteration 271Q: 3 clusters Score -4.773855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140012 members 
Mstep: Class 2 contains 241319 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 272Q: 3 clusters Score -4.773859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140000 members 
Mstep: Class 2 contains 241331 members 
Entering Unmasked Estep 
Score: -47738572.000000 Penalty: 6374.306152
	Iteration 273Q: 3 clusters Score -4.773857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 241351 members 
Entering Unmasked Estep 
Score: -47738544.000000 Penalty: 6374.306152
	Iteration 274Q: 3 clusters Score -4.773854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 241365 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 275Q: 3 clusters Score -4.773855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 241369 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 276Q: 3 clusters Score -4.773855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 241376 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 277Q: 3 clusters Score -4.773856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 241380 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 278Q: 3 clusters Score -4.773856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 241380 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 279Q: 3 clusters Score -4.773855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139947 members 
Mstep: Class 2 contains 241384 members 
Entering Unmasked Estep 
Score: -47738540.000000 Penalty: 6374.306152
	Iteration 280F: 3 clusters Score -4.773854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 241386 members 
Entering Unmasked Estep 
Score: -47738560.000000 Penalty: 6374.306152
	Iteration 281Q: 3 clusters Score -4.773856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 241389 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 282Q: 3 clusters Score -4.773856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 241393 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 283Q: 3 clusters Score -4.773857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 241396 members 
Entering Unmasked Estep 
Score: -47738536.000000 Penalty: 6374.306152
	Iteration 284Q: 3 clusters Score -4.773854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 241401 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 285Q: 3 clusters Score -4.773856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139925 members 
Mstep: Class 2 contains 241406 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 286Q: 3 clusters Score -4.773857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 241411 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 287Q: 3 clusters Score -4.773858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 241413 members 
Entering Unmasked Estep 
Score: -47738548.000000 Penalty: 6374.306152
	Iteration 288Q: 3 clusters Score -4.773855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139911 members 
Mstep: Class 2 contains 241420 members 
Entering Unmasked Estep 
Score: -47738556.000000 Penalty: 6374.306152
	Iteration 289Q: 3 clusters Score -4.773856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139903 members 
Mstep: Class 2 contains 241428 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 290Q: 3 clusters Score -4.773859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139895 members 
Mstep: Class 2 contains 241436 members 
Entering Unmasked Estep 
Score: -47738604.000000 Penalty: 6374.306152
	Iteration 291Q: 3 clusters Score -4.77386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 241441 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 292Q: 3 clusters Score -4.773859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 241441 members 
Entering Unmasked Estep 
Score: -47738608.000000 Penalty: 6374.306152
	Iteration 293Q: 3 clusters Score -4.773861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 241439 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 294Q: 3 clusters Score -4.773859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 241443 members 
Entering Unmasked Estep 
Score: -47738572.000000 Penalty: 6374.306152
	Iteration 295Q: 3 clusters Score -4.773857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139881 members 
Mstep: Class 2 contains 241450 members 
Entering Unmasked Estep 
Score: -47738560.000000 Penalty: 6374.306152
	Iteration 296Q: 3 clusters Score -4.773856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 241453 members 
Entering Unmasked Estep 
Score: -47738532.000000 Penalty: 6374.306152
	Iteration 297Q: 3 clusters Score -4.773853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139879 members 
Mstep: Class 2 contains 241452 members 
Entering Unmasked Estep 
Score: -47738528.000000 Penalty: 6374.306152
	Iteration 298Q: 3 clusters Score -4.773853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 241455 members 
Entering Unmasked Estep 
Score: -47738520.000000 Penalty: 6374.306152
	Iteration 299Q: 3 clusters Score -4.773852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139869 members 
Mstep: Class 2 contains 241462 members 
Entering Unmasked Estep 
Score: -47738504.000000 Penalty: 6374.306152
	Iteration 300F: 3 clusters Score -4.77385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 241468 members 
Entering Unmasked Estep 
Score: -47738512.000000 Penalty: 6374.306152
	Iteration 301Q: 3 clusters Score -4.773851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139855 members 
Mstep: Class 2 contains 241476 members 
Entering Unmasked Estep 
Score: -47738512.000000 Penalty: 6374.306152
	Iteration 302Q: 3 clusters Score -4.773851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 241481 members 
Entering Unmasked Estep 
Score: -47738504.000000 Penalty: 6374.306152
	Iteration 303Q: 3 clusters Score -4.77385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139843 members 
Mstep: Class 2 contains 241488 members 
Entering Unmasked Estep 
Score: -47738532.000000 Penalty: 6374.306152
	Iteration 304Q: 3 clusters Score -4.773853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 241501 members 
Entering Unmasked Estep 
Score: -47738556.000000 Penalty: 6374.306152
	Iteration 305Q: 3 clusters Score -4.773856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 241509 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 306Q: 3 clusters Score -4.773858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139815 members 
Mstep: Class 2 contains 241516 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 307Q: 3 clusters Score -4.773859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 241517 members 
Entering Unmasked Estep 
Score: -47738604.000000 Penalty: 6374.306152
	Iteration 308Q: 3 clusters Score -4.77386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 241524 members 
Entering Unmasked Estep 
Score: -47738604.000000 Penalty: 6374.306152
	Iteration 309Q: 3 clusters Score -4.77386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 241533 members 
Entering Unmasked Estep 
Score: -47738616.000000 Penalty: 6374.306152
	Iteration 310Q: 3 clusters Score -4.773862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 241541 members 
Entering Unmasked Estep 
Score: -47738624.000000 Penalty: 6374.306152
	Iteration 311Q: 3 clusters Score -4.773862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 241549 members 
Entering Unmasked Estep 
Score: -47738612.000000 Penalty: 6374.306152
	Iteration 312Q: 3 clusters Score -4.773861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 241552 members 
Entering Unmasked Estep 
Score: -47738628.000000 Penalty: 6374.306152
	Iteration 313Q: 3 clusters Score -4.773863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 241553 members 
Entering Unmasked Estep 
Score: -47738652.000000 Penalty: 6374.306152
	Iteration 314Q: 3 clusters Score -4.773865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139776 members 
Mstep: Class 2 contains 241555 members 
Entering Unmasked Estep 
Score: -47738652.000000 Penalty: 6374.306152
	Iteration 315Q: 3 clusters Score -4.773865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 241556 members 
Entering Unmasked Estep 
Score: -47738672.000000 Penalty: 6374.306152
	Iteration 316Q: 3 clusters Score -4.773867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 241556 members 
Entering Unmasked Estep 
Score: -47738664.000000 Penalty: 6374.306152
	Iteration 317Q: 3 clusters Score -4.773866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139775 members 
Mstep: Class 2 contains 241556 members 
Entering Unmasked Estep 
Score: -47738672.000000 Penalty: 6374.306152
	Iteration 318Q: 3 clusters Score -4.773867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 241559 members 
Entering Unmasked Estep 
Score: -47738648.000000 Penalty: 6374.306152
	Iteration 319Q: 3 clusters Score -4.773865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 241563 members 
Entering Unmasked Estep 
Score: -47738652.000000 Penalty: 6374.306152
	Iteration 320F: 3 clusters Score -4.773865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139761 members 
Mstep: Class 2 contains 241570 members 
Entering Unmasked Estep 
Score: -47738628.000000 Penalty: 6374.306152
	Iteration 321Q: 3 clusters Score -4.773863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139753 members 
Mstep: Class 2 contains 241578 members 
Entering Unmasked Estep 
Score: -47738644.000000 Penalty: 6374.306152
	Iteration 322Q: 3 clusters Score -4.773864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 241591 members 
Entering Unmasked Estep 
Score: -47738620.000000 Penalty: 6374.306152
	Iteration 323Q: 3 clusters Score -4.773862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 241603 members 
Entering Unmasked Estep 
Score: -47738608.000000 Penalty: 6374.306152
	Iteration 324Q: 3 clusters Score -4.773861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 241614 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 325Q: 3 clusters Score -4.77386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139705 members 
Mstep: Class 2 contains 241626 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 326Q: 3 clusters Score -4.773858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 241635 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 327Q: 3 clusters Score -4.773858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139682 members 
Mstep: Class 2 contains 241649 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 328Q: 3 clusters Score -4.773859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 241658 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 329Q: 3 clusters Score -4.773859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 241672 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 330Q: 3 clusters Score -4.77386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 241690 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 331Q: 3 clusters Score -4.773858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139625 members 
Mstep: Class 2 contains 241706 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 332Q: 3 clusters Score -4.773858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139600 members 
Mstep: Class 2 contains 241731 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 333Q: 3 clusters Score -4.773859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 241745 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 334Q: 3 clusters Score -4.773859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 241753 members 
Entering Unmasked Estep 
Score: -47738608.000000 Penalty: 6374.306152
	Iteration 335Q: 3 clusters Score -4.773861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 241765 members 
Entering Unmasked Estep 
Score: -47738624.000000 Penalty: 6374.306152
	Iteration 336Q: 3 clusters Score -4.773862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Mstep: Class 2 contains 241792 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 337Q: 3 clusters Score -4.77386e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 241821 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 338Q: 3 clusters Score -4.773858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 241842 members 
Entering Unmasked Estep 
Score: -47738612.000000 Penalty: 6374.306152
	Iteration 339Q: 3 clusters Score -4.773861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 241864 members 
Entering Unmasked Estep 
Score: -47738632.000000 Penalty: 6374.306152
	Iteration 340F: 3 clusters Score -4.773863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 241883 members 
Entering Unmasked Estep 
Score: -47738624.000000 Penalty: 6374.306152
	Iteration 341Q: 3 clusters Score -4.773862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139430 members 
Mstep: Class 2 contains 241901 members 
Entering Unmasked Estep 
Score: -47738604.000000 Penalty: 6374.306152
	Iteration 342Q: 3 clusters Score -4.77386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 241907 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 343Q: 3 clusters Score -4.773858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 241917 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 344Q: 3 clusters Score -4.773856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139403 members 
Mstep: Class 2 contains 241928 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 345Q: 3 clusters Score -4.773859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139395 members 
Mstep: Class 2 contains 241936 members 
Entering Unmasked Estep 
Score: -47738580.000000 Penalty: 6374.306152
	Iteration 346Q: 3 clusters Score -4.773858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 241943 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 347Q: 3 clusters Score -4.773859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 241953 members 
Entering Unmasked Estep 
Score: -47738556.000000 Penalty: 6374.306152
	Iteration 348Q: 3 clusters Score -4.773856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 241974 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 349Q: 3 clusters Score -4.77386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139336 members 
Mstep: Class 2 contains 241995 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 350Q: 3 clusters Score -4.773859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 242025 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 351Q: 3 clusters Score -4.773858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139274 members 
Mstep: Class 2 contains 242057 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 352Q: 3 clusters Score -4.773858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 242085 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 353Q: 3 clusters Score -4.773855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 242108 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 354Q: 3 clusters Score -4.773855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 242125 members 
Entering Unmasked Estep 
Score: -47738516.000000 Penalty: 6374.306152
	Iteration 355Q: 3 clusters Score -4.773852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 242151 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 356Q: 3 clusters Score -4.773856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 242168 members 
Entering Unmasked Estep 
Score: -47738548.000000 Penalty: 6374.306152
	Iteration 357Q: 3 clusters Score -4.773855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 242192 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 358Q: 3 clusters Score -4.773858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 242212 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 359Q: 3 clusters Score -4.773859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 242231 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 360F: 3 clusters Score -4.773857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 242251 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 361Q: 3 clusters Score -4.773857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 242270 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 362Q: 3 clusters Score -4.773858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 242286 members 
Entering Unmasked Estep 
Score: -47738560.000000 Penalty: 6374.306152
	Iteration 363Q: 3 clusters Score -4.773856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 242302 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 364Q: 3 clusters Score -4.773858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 242316 members 
Entering Unmasked Estep 
Score: -47738572.000000 Penalty: 6374.306152
	Iteration 365Q: 3 clusters Score -4.773857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139000 members 
Mstep: Class 2 contains 242331 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 366Q: 3 clusters Score -4.773855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 242347 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 367Q: 3 clusters Score -4.773856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 242357 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 368Q: 3 clusters Score -4.77386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138951 members 
Mstep: Class 2 contains 242380 members 
Entering Unmasked Estep 
Score: -47738620.000000 Penalty: 6374.306152
	Iteration 369Q: 3 clusters Score -4.773862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 242401 members 
Entering Unmasked Estep 
Score: -47738636.000000 Penalty: 6374.306152
	Iteration 370Q: 3 clusters Score -4.773864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 242426 members 
Entering Unmasked Estep 
Score: -47738620.000000 Penalty: 6374.306152
	Iteration 371Q: 3 clusters Score -4.773862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 242455 members 
Entering Unmasked Estep 
Score: -47738628.000000 Penalty: 6374.306152
	Iteration 372Q: 3 clusters Score -4.773863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 242478 members 
Entering Unmasked Estep 
Score: -47738616.000000 Penalty: 6374.306152
	Iteration 373Q: 3 clusters Score -4.773862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 242513 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 374Q: 3 clusters Score -4.77386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138789 members 
Mstep: Class 2 contains 242542 members 
Entering Unmasked Estep 
Score: -47738608.000000 Penalty: 6374.306152
	Iteration 375Q: 3 clusters Score -4.773861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 242567 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 376Q: 3 clusters Score -4.77386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 242583 members 
Entering Unmasked Estep 
Score: -47738612.000000 Penalty: 6374.306152
	Iteration 377Q: 3 clusters Score -4.773861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 242599 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 378Q: 3 clusters Score -4.77386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Mstep: Class 2 contains 242609 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 379Q: 3 clusters Score -4.77386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 242616 members 
Entering Unmasked Estep 
Score: -47738600.000000 Penalty: 6374.306152
	Iteration 380F: 3 clusters Score -4.77386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 242634 members 
Entering Unmasked Estep 
Score: -47738624.000000 Penalty: 6374.306152
	Iteration 381Q: 3 clusters Score -4.773862e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 242653 members 
Entering Unmasked Estep 
Score: -47738648.000000 Penalty: 6374.306152
	Iteration 382Q: 3 clusters Score -4.773865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 242677 members 
Entering Unmasked Estep 
Score: -47738648.000000 Penalty: 6374.306152
	Iteration 383Q: 3 clusters Score -4.773865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 242696 members 
Entering Unmasked Estep 
Score: -47738620.000000 Penalty: 6374.306152
	Iteration 384Q: 3 clusters Score -4.773862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 242715 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 385Q: 3 clusters Score -4.773858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Mstep: Class 2 contains 242731 members 
Entering Unmasked Estep 
Score: -47738584.000000 Penalty: 6374.306152
	Iteration 386Q: 3 clusters Score -4.773858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 242746 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 387Q: 3 clusters Score -4.773859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 242761 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 388Q: 3 clusters Score -4.773859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 242764 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 389Q: 3 clusters Score -4.77386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 242774 members 
Entering Unmasked Estep 
Score: -47738616.000000 Penalty: 6374.306152
	Iteration 390Q: 3 clusters Score -4.773862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 242787 members 
Entering Unmasked Estep 
Score: -47738596.000000 Penalty: 6374.306152
	Iteration 391Q: 3 clusters Score -4.77386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138539 members 
Mstep: Class 2 contains 242792 members 
Entering Unmasked Estep 
Score: -47738592.000000 Penalty: 6374.306152
	Iteration 392Q: 3 clusters Score -4.773859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 242795 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 393Q: 3 clusters Score -4.773859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 242796 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 394Q: 3 clusters Score -4.773859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 242802 members 
Entering Unmasked Estep 
Score: -47738572.000000 Penalty: 6374.306152
	Iteration 395Q: 3 clusters Score -4.773857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 242807 members 
Entering Unmasked Estep 
Score: -47738556.000000 Penalty: 6374.306152
	Iteration 396Q: 3 clusters Score -4.773856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Mstep: Class 2 contains 242813 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 397Q: 3 clusters Score -4.773857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 242824 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 398Q: 3 clusters Score -4.773857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138504 members 
Mstep: Class 2 contains 242827 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 399Q: 3 clusters Score -4.773858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 242830 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 400F: 3 clusters Score -4.773855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 242831 members 
Entering Unmasked Estep 
Score: -47738580.000000 Penalty: 6374.306152
	Iteration 401Q: 3 clusters Score -4.773858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 242832 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 402Q: 3 clusters Score -4.773856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138498 members 
Mstep: Class 2 contains 242833 members 
Entering Unmasked Estep 
Score: -47738568.000000 Penalty: 6374.306152
	Iteration 403Q: 3 clusters Score -4.773857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 242834 members 
Entering Unmasked Estep 
Score: -47738552.000000 Penalty: 6374.306152
	Iteration 404Q: 3 clusters Score -4.773855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 242835 members 
Entering Unmasked Estep 
Score: -47738588.000000 Penalty: 6374.306152
	Iteration 405Q: 3 clusters Score -4.773859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 242836 members 
Entering Unmasked Estep 
Score: -47738564.000000 Penalty: 6374.306152
	Iteration 406Q: 3 clusters Score -4.773856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 242837 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 407Q: 3 clusters Score -4.773858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 242837 members 
Entering Unmasked Estep 
Score: -47738576.000000 Penalty: 6374.306152
	Iteration 408F: 3 clusters Score -4.773858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Entering Unmasked Estep 
Score: -8480583.000000 Penalty: 2761.815674
	Iteration 0F: 2 clusters Score -8480583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8434496.000000 Penalty: 5523.631348
	Iteration 0F: 3 clusters Score -8434496 nChanged 32034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8452519.000000 Penalty: 5523.631348
	Iteration 1F: 3 clusters Score -8452519 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8453150.000000 Penalty: 5523.631348
	Iteration 2Q: 3 clusters Score -8453150 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8454014.000000 Penalty: 5523.631348
	Iteration 3Q: 3 clusters Score -8454014 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -8454996.000000 Penalty: 5523.631348
	Iteration 4Q: 3 clusters Score -8454996 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8456248.000000 Penalty: 5523.631348
	Iteration 5Q: 3 clusters Score -8456248 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8458128.000000 Penalty: 5523.631348
	Iteration 6Q: 3 clusters Score -8458128 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -8460809.000000 Penalty: 5523.631348
	Iteration 7F: 3 clusters Score -8460809 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -8464543.000000 Penalty: 5523.631348
	Iteration 8F: 3 clusters Score -8464543 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -8469037.000000 Penalty: 5523.631348
	Iteration 9F: 3 clusters Score -8469037 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8473135.000000 Penalty: 5523.631348
	Iteration 10F: 3 clusters Score -8473135 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -8475763.000000 Penalty: 5523.631348
	Iteration 11Q: 3 clusters Score -8475763 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -8477017.000000 Penalty: 5523.631348
	Iteration 12Q: 3 clusters Score -8477017 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -8477572.000000 Penalty: 5523.631348
	Iteration 13Q: 3 clusters Score -8477572 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -8477836.000000 Penalty: 5523.631348
	Iteration 14Q: 3 clusters Score -8477836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -8477982.000000 Penalty: 5523.631348
	Iteration 15Q: 3 clusters Score -8477982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8478039.000000 Penalty: 5523.631348
	Iteration 16Q: 3 clusters Score -8478039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -8478093.000000 Penalty: 5523.631348
	Iteration 17Q: 3 clusters Score -8478093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -8478145.000000 Penalty: 5523.631348
	Iteration 18Q: 3 clusters Score -8478145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -8478170.000000 Penalty: 5523.631348
	Iteration 19Q: 3 clusters Score -8478170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -8478184.000000 Penalty: 5523.631348
	Iteration 20F: 3 clusters Score -8478184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -8478196.000000 Penalty: 5523.631348
	Iteration 21Q: 3 clusters Score -8478196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -8478211.000000 Penalty: 5523.631348
	Iteration 22Q: 3 clusters Score -8478211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -8478226.000000 Penalty: 5523.631348
	Iteration 23Q: 3 clusters Score -8478226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -8478234.000000 Penalty: 5523.631348
	Iteration 24Q: 3 clusters Score -8478234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -8478246.000000 Penalty: 5523.631348
	Iteration 25Q: 3 clusters Score -8478246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -8478250.000000 Penalty: 5523.631348
	Iteration 26Q: 3 clusters Score -8478250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -8478270.000000 Penalty: 5523.631348
	Iteration 27Q: 3 clusters Score -8478270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -8478271.000000 Penalty: 5523.631348
	Iteration 28Q: 3 clusters Score -8478271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -8478277.000000 Penalty: 5523.631348
	Iteration 29Q: 3 clusters Score -8478277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -8478279.000000 Penalty: 5523.631348
	Iteration 30Q: 3 clusters Score -8478279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -8478279.000000 Penalty: 5523.631348
	Iteration 31F: 3 clusters Score -8478279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Entering Unmasked Estep 
Score: -1547239.750000 Penalty: 2332.542480
	Iteration 0F: 2 clusters Score -1547240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1538239.625000 Penalty: 4665.084961
	Iteration 0F: 3 clusters Score -1538240 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1541025.000000 Penalty: 4665.084961
	Iteration 1F: 3 clusters Score -1541025 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1541539.500000 Penalty: 4665.084961
	Iteration 2F: 3 clusters Score -1541540 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1542207.250000 Penalty: 4665.084961
	Iteration 3F: 3 clusters Score -1542207 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1542900.375000 Penalty: 4665.084961
	Iteration 4F: 3 clusters Score -1542900 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1543646.875000 Penalty: 4665.084961
	Iteration 5F: 3 clusters Score -1543647 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1544394.625000 Penalty: 4665.084961
	Iteration 6F: 3 clusters Score -1544395 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1545063.125000 Penalty: 4665.084961
	Iteration 7F: 3 clusters Score -1545063 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1545561.875000 Penalty: 4665.084961
	Iteration 8F: 3 clusters Score -1545562 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1545884.625000 Penalty: 4665.084961
	Iteration 9Q: 3 clusters Score -1545885 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1546091.125000 Penalty: 4665.084961
	Iteration 10Q: 3 clusters Score -1546091 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1546225.250000 Penalty: 4665.084961
	Iteration 11Q: 3 clusters Score -1546225 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1546334.250000 Penalty: 4665.084961
	Iteration 12Q: 3 clusters Score -1546334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1546416.625000 Penalty: 4665.084961
	Iteration 13Q: 3 clusters Score -1546417 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1546477.750000 Penalty: 4665.084961
	Iteration 14Q: 3 clusters Score -1546478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1546525.625000 Penalty: 4665.084961
	Iteration 15Q: 3 clusters Score -1546526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1546558.250000 Penalty: 4665.084961
	Iteration 16Q: 3 clusters Score -1546558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1546592.875000 Penalty: 4665.084961
	Iteration 17Q: 3 clusters Score -1546593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1546611.375000 Penalty: 4665.084961
	Iteration 18Q: 3 clusters Score -1546611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1546628.750000 Penalty: 4665.084961
	Iteration 19Q: 3 clusters Score -1546629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1546648.125000 Penalty: 4665.084961
	Iteration 20F: 3 clusters Score -1546648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1546662.625000 Penalty: 4665.084961
	Iteration 21Q: 3 clusters Score -1546663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1546677.375000 Penalty: 4665.084961
	Iteration 22Q: 3 clusters Score -1546677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1546687.625000 Penalty: 4665.084961
	Iteration 23Q: 3 clusters Score -1546688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1546697.250000 Penalty: 4665.084961
	Iteration 24Q: 3 clusters Score -1546697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1546697.875000 Penalty: 4665.084961
	Iteration 25Q: 3 clusters Score -1546698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1546705.000000 Penalty: 4665.084961
	Iteration 26Q: 3 clusters Score -1546705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1546708.375000 Penalty: 4665.084961
	Iteration 27Q: 3 clusters Score -1546708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1546709.375000 Penalty: 4665.084961
	Iteration 28Q: 3 clusters Score -1546709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1546713.375000 Penalty: 4665.084961
	Iteration 29Q: 3 clusters Score -1546713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1546716.250000 Penalty: 4665.084961
	Iteration 30Q: 3 clusters Score -1546716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1546714.500000 Penalty: 4665.084961
	Iteration 31Q: 3 clusters Score -1546714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1546718.750000 Penalty: 4665.084961
	Iteration 32Q: 3 clusters Score -1546719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1546716.750000 Penalty: 4665.084961
	Iteration 33Q: 3 clusters Score -1546717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1546717.125000 Penalty: 4665.084961
	Iteration 34Q: 3 clusters Score -1546717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1546715.625000 Penalty: 4665.084961
	Iteration 35Q: 3 clusters Score -1546716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1546717.250000 Penalty: 4665.084961
	Iteration 36Q: 3 clusters Score -1546717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1546716.125000 Penalty: 4665.084961
	Iteration 37Q: 3 clusters Score -1546716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1546716.125000 Penalty: 4665.084961
	Iteration 38F: 3 clusters Score -1546716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -44409.957031 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -44409.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42979.113281 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -42979.11 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43317.808594 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -43317.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43498.437500 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -43498.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43619.710938 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -43619.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43706.457031 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -43706.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43787.140625 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -43787.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43852.273438 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -43852.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43901.687500 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -43901.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43942.480469 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -43942.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43964.070312 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -43964.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43987.109375 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -43987.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43990.328125 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -43990.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44011.589844 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -44011.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44043.160156 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -44043.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44062.402344 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -44062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44091.816406 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -44091.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44114.464844 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -44114.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44140.714844 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -44140.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44169.058594 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -44169.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44181.496094 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -44181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44196.757812 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -44196.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44335.093750 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -44335.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44432.535156 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -44432.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44561.074219 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -44561.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44666.062500 Penalty: 3058.047119
	Iteration 24Q: 3 clusters Score -44666.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44707.773438 Penalty: 3058.047119
	Iteration 25Q: 3 clusters Score -44707.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44718.691406 Penalty: 3058.047119
	Iteration 26Q: 3 clusters Score -44718.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44723.011719 Penalty: 3058.047119
	Iteration 27Q: 3 clusters Score -44723.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44726.246094 Penalty: 3058.047119
	Iteration 28Q: 3 clusters Score -44726.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44729.835938 Penalty: 3058.047119
	Iteration 29F: 3 clusters Score -44729.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44775.609375 Penalty: 3058.047119
	Iteration 30Q: 3 clusters Score -44775.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44795.875000 Penalty: 3058.047119
	Iteration 31Q: 3 clusters Score -44795.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44812.433594 Penalty: 3058.047119
	Iteration 32Q: 3 clusters Score -44812.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44830.601562 Penalty: 3058.047119
	Iteration 33Q: 3 clusters Score -44830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44873.847656 Penalty: 3058.047119
	Iteration 34Q: 3 clusters Score -44873.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44881.218750 Penalty: 3058.047119
	Iteration 35Q: 3 clusters Score -44881.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44892.800781 Penalty: 3058.047119
	Iteration 36F: 3 clusters Score -44892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44924.109375 Penalty: 3058.047119
	Iteration 37Q: 3 clusters Score -44924.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44992.710938 Penalty: 3058.047119
	Iteration 38Q: 3 clusters Score -44992.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45007.082031 Penalty: 3058.047119
	Iteration 39Q: 3 clusters Score -45007.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45007.082031 Penalty: 3058.047119
	Iteration 40F: 3 clusters Score -45007.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 185 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31434 members 
Mstep: Class 30 contains 82080 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 291 members 
Entering Unmasked Estep 
Score: -141969344.000000 Penalty: 145543.687500
Splitting cluster 24 changes total score from -141970240.000000 to -141969344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1907200.750000 Penalty: 2406.848877
	Iteration 0F: 2 clusters Score -1907201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1895514.375000 Penalty: 4813.697754
	Iteration 0F: 3 clusters Score -1895514 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1899403.750000 Penalty: 4813.697754
	Iteration 1F: 3 clusters Score -1899404 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1899946.250000 Penalty: 4813.697754
	Iteration 2F: 3 clusters Score -1899946 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1900508 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1901105 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1901739 nChanged 959
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Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1902402.500000 Penalty: 4813.697754
	Iteration 6F: 3 clusters Score -1902402 nChanged 900
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Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1903015 nChanged 817
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1903523.875000 Penalty: 4813.697754
	Iteration 8Q: 3 clusters Score -1903524 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1903916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1904153.750000 Penalty: 4813.697754
	Iteration 10Q: 3 clusters Score -1904154 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1904300 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1904400 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1904470.125000 Penalty: 4813.697754
	Iteration 13Q: 3 clusters Score -1904470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1904532.250000 Penalty: 4813.697754
	Iteration 14Q: 3 clusters Score -1904532 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1904564.500000 Penalty: 4813.697754
	Iteration 15Q: 3 clusters Score -1904564 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1904596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1904633.625000 Penalty: 4813.697754
	Iteration 17Q: 3 clusters Score -1904634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1904656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1904670.875000 Penalty: 4813.697754
	Iteration 19Q: 3 clusters Score -1904671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1904685.000000 Penalty: 4813.697754
	Iteration 20F: 3 clusters Score -1904685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1904692.750000 Penalty: 4813.697754
	Iteration 21Q: 3 clusters Score -1904693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1904699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1904708.500000 Penalty: 4813.697754
	Iteration 23Q: 3 clusters Score -1904708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1904710.625000 Penalty: 4813.697754
	Iteration 24Q: 3 clusters Score -1904711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1904718.250000 Penalty: 4813.697754
	Iteration 25Q: 3 clusters Score -1904718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1904723.375000 Penalty: 4813.697754
	Iteration 26Q: 3 clusters Score -1904723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1904727.375000 Penalty: 4813.697754
	Iteration 27Q: 3 clusters Score -1904727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1904724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1904735.250000 Penalty: 4813.697754
	Iteration 29Q: 3 clusters Score -1904735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1904738.375000 Penalty: 4813.697754
	Iteration 30Q: 3 clusters Score -1904738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1904742.125000 Penalty: 4813.697754
	Iteration 31Q: 3 clusters Score -1904742 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1904738 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1904740 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1904741 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1904746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1904741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1904747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1904750.875000 Penalty: 4813.697754
	Iteration 38Q: 3 clusters Score -1904751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1904752.750000 Penalty: 4813.697754
	Iteration 39Q: 3 clusters Score -1904753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1904749.125000 Penalty: 4813.697754
	Iteration 40F: 3 clusters Score -1904749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1904752.375000 Penalty: 4813.697754
	Iteration 41Q: 3 clusters Score -1904752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1904752.625000 Penalty: 4813.697754
	Iteration 42Q: 3 clusters Score -1904753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1904757.375000 Penalty: 4813.697754
	Iteration 43Q: 3 clusters Score -1904757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1904756.000000 Penalty: 4813.697754
	Iteration 44Q: 3 clusters Score -1904756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1904763.500000 Penalty: 4813.697754
	Iteration 45Q: 3 clusters Score -1904764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1904762.250000 Penalty: 4813.697754
	Iteration 46Q: 3 clusters Score -1904762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1904759.500000 Penalty: 4813.697754
	Iteration 47Q: 3 clusters Score -1904760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1904762.500000 Penalty: 4813.697754
	Iteration 48Q: 3 clusters Score -1904762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1904762.375000 Penalty: 4813.697754
	Iteration 49Q: 3 clusters Score -1904762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1904763.375000 Penalty: 4813.697754
	Iteration 50Q: 3 clusters Score -1904763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1904762.875000 Penalty: 4813.697754
	Iteration 51Q: 3 clusters Score -1904763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1904766.000000 Penalty: 4813.697754
	Iteration 52Q: 3 clusters Score -1904766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1904762.625000 Penalty: 4813.697754
	Iteration 53Q: 3 clusters Score -1904763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1904764.125000 Penalty: 4813.697754
	Iteration 54Q: 3 clusters Score -1904764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1904761.750000 Penalty: 4813.697754
	Iteration 55Q: 3 clusters Score -1904762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1904765.000000 Penalty: 4813.697754
	Iteration 56Q: 3 clusters Score -1904765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1904767.000000 Penalty: 4813.697754
	Iteration 57Q: 3 clusters Score -1904767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1904770.875000 Penalty: 4813.697754
	Iteration 58Q: 3 clusters Score -1904771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1904771.000000 Penalty: 4813.697754
	Iteration 59Q: 3 clusters Score -1904771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1904769.000000 Penalty: 4813.697754
	Iteration 60F: 3 clusters Score -1904769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1904769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1904774.875000 Penalty: 4813.697754
	Iteration 62Q: 3 clusters Score -1904775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1904772.250000 Penalty: 4813.697754
	Iteration 63Q: 3 clusters Score -1904772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1904774.250000 Penalty: 4813.697754
	Iteration 64Q: 3 clusters Score -1904774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1904771.375000 Penalty: 4813.697754
	Iteration 65Q: 3 clusters Score -1904771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1904772.375000 Penalty: 4813.697754
	Iteration 66Q: 3 clusters Score -1904772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1904773.250000 Penalty: 4813.697754
	Iteration 67Q: 3 clusters Score -1904773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1904771.875000 Penalty: 4813.697754
	Iteration 68Q: 3 clusters Score -1904772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1904772.500000 Penalty: 4813.697754
	Iteration 69Q: 3 clusters Score -1904772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1904768.875000 Penalty: 4813.697754
	Iteration 70Q: 3 clusters Score -1904769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1904768.500000 Penalty: 4813.697754
	Iteration 71Q: 3 clusters Score -1904768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1904774.125000 Penalty: 4813.697754
	Iteration 72Q: 3 clusters Score -1904774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1904770.375000 Penalty: 4813.697754
	Iteration 73Q: 3 clusters Score -1904770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1904770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1904772.750000 Penalty: 4813.697754
	Iteration 75Q: 3 clusters Score -1904773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1904777.750000 Penalty: 4813.697754
	Iteration 76Q: 3 clusters Score -1904778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1904777.000000 Penalty: 4813.697754
	Iteration 77Q: 3 clusters Score -1904777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1904778.375000 Penalty: 4813.697754
	Iteration 78Q: 3 clusters Score -1904778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1904779.125000 Penalty: 4813.697754
	Iteration 79Q: 3 clusters Score -1904779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1904778.000000 Penalty: 4813.697754
	Iteration 80F: 3 clusters Score -1904778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1904776.750000 Penalty: 4813.697754
	Iteration 81Q: 3 clusters Score -1904777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1904779.750000 Penalty: 4813.697754
	Iteration 82Q: 3 clusters Score -1904780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1904779.500000 Penalty: 4813.697754
	Iteration 83Q: 3 clusters Score -1904780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1904778.875000 Penalty: 4813.697754
	Iteration 84Q: 3 clusters Score -1904779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1904777.375000 Penalty: 4813.697754
	Iteration 85Q: 3 clusters Score -1904777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1904778 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -1904778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1519250.375000 Penalty: 2339.603027
	Iteration 0F: 2 clusters Score -1519250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1510022.000000 Penalty: 4679.206055
	Iteration 0F: 3 clusters Score -1510022 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1513147.750000 Penalty: 4679.206055
	Iteration 1F: 3 clusters Score -1513148 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1513931.500000 Penalty: 4679.206055
	Iteration 2F: 3 clusters Score -1513932 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1515040.125000 Penalty: 4679.206055
	Iteration 3F: 3 clusters Score -1515040 nChanged 1155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1516324.500000 Penalty: 4679.206055
	Iteration 4F: 3 clusters Score -1516324 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1517505.375000 Penalty: 4679.206055
	Iteration 5F: 3 clusters Score -1517505 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1518272.125000 Penalty: 4679.206055
	Iteration 6F: 3 clusters Score -1518272 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1518645.250000 Penalty: 4679.206055
	Iteration 7Q: 3 clusters Score -1518645 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1518825.125000 Penalty: 4679.206055
	Iteration 8Q: 3 clusters Score -1518825 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1518912.000000 Penalty: 4679.206055
	Iteration 9Q: 3 clusters Score -1518912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1518966.250000 Penalty: 4679.206055
	Iteration 10Q: 3 clusters Score -1518966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1519001.875000 Penalty: 4679.206055
	Iteration 11Q: 3 clusters Score -1519002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1519032.750000 Penalty: 4679.206055
	Iteration 12Q: 3 clusters Score -1519033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1519069.125000 Penalty: 4679.206055
	Iteration 13Q: 3 clusters Score -1519069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1519109.000000 Penalty: 4679.206055
	Iteration 14Q: 3 clusters Score -1519109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1519138.000000 Penalty: 4679.206055
	Iteration 15Q: 3 clusters Score -1519138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1519162.750000 Penalty: 4679.206055
	Iteration 16Q: 3 clusters Score -1519163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1519197.250000 Penalty: 4679.206055
	Iteration 17Q: 3 clusters Score -1519197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1519227.500000 Penalty: 4679.206055
	Iteration 18Q: 3 clusters Score -1519228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1519248.375000 Penalty: 4679.206055
	Iteration 19Q: 3 clusters Score -1519248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1519252.500000 Penalty: 4679.206055
	Iteration 20F: 3 clusters Score -1519252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1519269.000000 Penalty: 4679.206055
	Iteration 21Q: 3 clusters Score -1519269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1519276.000000 Penalty: 4679.206055
	Iteration 22Q: 3 clusters Score -1519276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1519284.375000 Penalty: 4679.206055
	Iteration 23Q: 3 clusters Score -1519284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1519287.500000 Penalty: 4679.206055
	Iteration 24Q: 3 clusters Score -1519288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1519287.375000 Penalty: 4679.206055
	Iteration 25Q: 3 clusters Score -1519287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1519291.625000 Penalty: 4679.206055
	Iteration 26Q: 3 clusters Score -1519292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1519295.500000 Penalty: 4679.206055
	Iteration 27Q: 3 clusters Score -1519296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1519297.500000 Penalty: 4679.206055
	Iteration 28Q: 3 clusters Score -1519298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1519301.125000 Penalty: 4679.206055
	Iteration 29Q: 3 clusters Score -1519301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1519300.875000 Penalty: 4679.206055
	Iteration 30Q: 3 clusters Score -1519301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1519304.375000 Penalty: 4679.206055
	Iteration 31Q: 3 clusters Score -1519304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1519301.750000 Penalty: 4679.206055
	Iteration 32Q: 3 clusters Score -1519302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1519306.125000 Penalty: 4679.206055
	Iteration 33Q: 3 clusters Score -1519306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1519307.500000 Penalty: 4679.206055
	Iteration 34Q: 3 clusters Score -1519308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1519306.500000 Penalty: 4679.206055
	Iteration 35Q: 3 clusters Score -1519306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1519306.500000 Penalty: 4679.206055
	Iteration 36F: 3 clusters Score -1519306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 9340 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 31434 members 
Mstep: Class 30 contains 82080 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 3165 members 
Entering Unmasked Estep 
Score: -141969584.000000 Penalty: 145543.687500
Splitting cluster 26 changes total score from -141970240.000000 to -141969584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -979865.125000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -979865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -973467.437500 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -973467.4 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -975532.437500 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -975532.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -976187.000000 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -976187 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -976853.562500 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -976853.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -977386.687500 Penalty: 4468.503906
	Iteration 4F: 3 clusters Score -977386.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -977755.937500 Penalty: 4468.503906
	Iteration 5F: 3 clusters Score -977755.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -977983.062500 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -977983.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -978124.437500 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -978124.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -978268.937500 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -978268.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -978415.125000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -978415.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -978565.062500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -978565.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -978713.937500 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -978713.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -978857.250000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -978857.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -978986.375000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -978986.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -979117.250000 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -979117.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -979259.562500 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -979259.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -979405.625000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -979405.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -979478.500000 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -979478.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -979503.125000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -979503.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -979513.500000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -979513.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -979522.437500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -979522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -979526.562500 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -979526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -979532.187500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -979532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -979535.375000 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -979535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -979540.125000 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -979540.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -979540.437500 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -979540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -979542.812500 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -979542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -979542.312500 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -979542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -979541.000000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -979541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -979541.000000 Penalty: 4468.503906
	Iteration 29F: 3 clusters Score -979541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Entering Unmasked Estep 
Score: -837876.187500 Penalty: 2190.119629
	Iteration 0F: 2 clusters Score -837876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -832188.562500 Penalty: 4380.239258
	Iteration 0F: 3 clusters Score -832188.6 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -833740.125000 Penalty: 4380.239258
	Iteration 1F: 3 clusters Score -833740.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -834217.750000 Penalty: 4380.239258
	Iteration 2F: 3 clusters Score -834217.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -834722.187500 Penalty: 4380.239258
	Iteration 3F: 3 clusters Score -834722.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -835217.312500 Penalty: 4380.239258
	Iteration 4F: 3 clusters Score -835217.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -835593.250000 Penalty: 4380.239258
	Iteration 5F: 3 clusters Score -835593.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -835840.375000 Penalty: 4380.239258
	Iteration 6F: 3 clusters Score -835840.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -835981.812500 Penalty: 4380.239258
	Iteration 7Q: 3 clusters Score -835981.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -836061.562500 Penalty: 4380.239258
	Iteration 8Q: 3 clusters Score -836061.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -836120.937500 Penalty: 4380.239258
	Iteration 9Q: 3 clusters Score -836120.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -836158.187500 Penalty: 4380.239258
	Iteration 10Q: 3 clusters Score -836158.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -836179.562500 Penalty: 4380.239258
	Iteration 11Q: 3 clusters Score -836179.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -836191.937500 Penalty: 4380.239258
	Iteration 12Q: 3 clusters Score -836191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -836198.687500 Penalty: 4380.239258
	Iteration 13Q: 3 clusters Score -836198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -836198.625000 Penalty: 4380.239258
	Iteration 14Q: 3 clusters Score -836198.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -836205.437500 Penalty: 4380.239258
	Iteration 15Q: 3 clusters Score -836205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -836207.250000 Penalty: 4380.239258
	Iteration 16Q: 3 clusters Score -836207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -836209.187500 Penalty: 4380.239258
	Iteration 17Q: 3 clusters Score -836209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -836209.875000 Penalty: 4380.239258
	Iteration 18Q: 3 clusters Score -836209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -836207.875000 Penalty: 4380.239258
	Iteration 19Q: 3 clusters Score -836207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -836209.000000 Penalty: 4380.239258
	Iteration 20F: 3 clusters Score -836209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Entering Unmasked Estep 
Score: -3940836.250000 Penalty: 2568.199951
	Iteration 0F: 2 clusters Score -3940836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3919397.250000 Penalty: 5136.399902
	Iteration 0F: 3 clusters Score -3919397 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3927355.750000 Penalty: 5136.399902
	Iteration 1F: 3 clusters Score -3927356 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3928734.000000 Penalty: 5136.399902
	Iteration 2F: 3 clusters Score -3928734 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3930528.250000 Penalty: 5136.399902
	Iteration 3F: 3 clusters Score -3930528 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3932686.000000 Penalty: 5136.399902
	Iteration 4F: 3 clusters Score -3932686 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3935121.250000 Penalty: 5136.399902
	Iteration 5F: 3 clusters Score -3935121 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3937552.000000 Penalty: 5136.399902
	Iteration 6F: 3 clusters Score -3937552 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3939490.250000 Penalty: 5136.399902
	Iteration 7F: 3 clusters Score -3939490 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3940744.750000 Penalty: 5136.399902
	Iteration 8Q: 3 clusters Score -3940745 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3941587.000000 Penalty: 5136.399902
	Iteration 9Q: 3 clusters Score -3941587 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3942062.750000 Penalty: 5136.399902
	Iteration 10Q: 3 clusters Score -3942063 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3942296.250000 Penalty: 5136.399902
	Iteration 11Q: 3 clusters Score -3942296 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3942402.250000 Penalty: 5136.399902
	Iteration 12Q: 3 clusters Score -3942402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3942468.000000 Penalty: 5136.399902
	Iteration 13Q: 3 clusters Score -3942468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3942510.500000 Penalty: 5136.399902
	Iteration 14Q: 3 clusters Score -3942510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3942545.250000 Penalty: 5136.399902
	Iteration 15Q: 3 clusters Score -3942545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3942539.500000 Penalty: 5136.399902
	Iteration 16Q: 3 clusters Score -3942540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3942545.750000 Penalty: 5136.399902
	Iteration 17Q: 3 clusters Score -3942546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3942551.250000 Penalty: 5136.399902
	Iteration 18Q: 3 clusters Score -3942551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3942554.500000 Penalty: 5136.399902
	Iteration 19Q: 3 clusters Score -3942554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3942551.750000 Penalty: 5136.399902
	Iteration 20F: 3 clusters Score -3942552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3942538.500000 Penalty: 5136.399902
	Iteration 21Q: 3 clusters Score -3942538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3942548.500000 Penalty: 5136.399902
	Iteration 22Q: 3 clusters Score -3942548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3942555.000000 Penalty: 5136.399902
	Iteration 23Q: 3 clusters Score -3942555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3942550.250000 Penalty: 5136.399902
	Iteration 24Q: 3 clusters Score -3942550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3942549.750000 Penalty: 5136.399902
	Iteration 25Q: 3 clusters Score -3942550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3942556.000000 Penalty: 5136.399902
	Iteration 26Q: 3 clusters Score -3942556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3942554.250000 Penalty: 5136.399902
	Iteration 27Q: 3 clusters Score -3942554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3942558.500000 Penalty: 5136.399902
	Iteration 28Q: 3 clusters Score -3942558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3942561.250000 Penalty: 5136.399902
	Iteration 29Q: 3 clusters Score -3942561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3942563.000000 Penalty: 5136.399902
	Iteration 30Q: 3 clusters Score -3942563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3942560.250000 Penalty: 5136.399902
	Iteration 31Q: 3 clusters Score -3942560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3942560.250000 Penalty: 5136.399902
	Iteration 32F: 3 clusters Score -3942560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 21891 members 
Mstep: Class 30 contains 82080 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 9543 members 
Entering Unmasked Estep 
Score: -141971296.000000 Penalty: 145543.687500
Splitting cluster 29 changes total score from -141970240.000000 to -141971296.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (82080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Entering Unmasked Estep 
Score: -10333444.000000 Penalty: 2806.231445
	Iteration 0F: 2 clusters Score -1.033344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -10278350.000000 Penalty: 5612.462891
	Iteration 0F: 3 clusters Score -1.027835e+07 nChanged 38684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -10299909.000000 Penalty: 5612.462891
	Iteration 1F: 3 clusters Score -1.029991e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -10300602.000000 Penalty: 5612.462891
	Iteration 2Q: 3 clusters Score -1.03006e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -10301193.000000 Penalty: 5612.462891
	Iteration 3Q: 3 clusters Score -1.030119e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -10302071.000000 Penalty: 5612.462891
	Iteration 4Q: 3 clusters Score -1.030207e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -10303253.000000 Penalty: 5612.462891
	Iteration 5Q: 3 clusters Score -1.030325e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -10304896.000000 Penalty: 5612.462891
	Iteration 6Q: 3 clusters Score -1.03049e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -10307044.000000 Penalty: 5612.462891
	Iteration 7F: 3 clusters Score -1.030704e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -10310323.000000 Penalty: 5612.462891
	Iteration 8F: 3 clusters Score -1.031032e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -10314795.000000 Penalty: 5612.462891
	Iteration 9F: 3 clusters Score -1.03148e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -10320364.000000 Penalty: 5612.462891
	Iteration 10F: 3 clusters Score -1.032036e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -10326560.000000 Penalty: 5612.462891
	Iteration 11F: 3 clusters Score -1.032656e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -10331948.000000 Penalty: 5612.462891
	Iteration 12F: 3 clusters Score -1.033195e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -10335541.000000 Penalty: 5612.462891
	Iteration 13Q: 3 clusters Score -1.033554e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -10337206.000000 Penalty: 5612.462891
	Iteration 14Q: 3 clusters Score -1.033721e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -10337704.000000 Penalty: 5612.462891
	Iteration 15Q: 3 clusters Score -1.03377e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10337789.000000 Penalty: 5612.462891
	Iteration 16Q: 3 clusters Score -1.033779e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -10337843.000000 Penalty: 5612.462891
	Iteration 17Q: 3 clusters Score -1.033784e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -10337836.000000 Penalty: 5612.462891
	Iteration 18Q: 3 clusters Score -1.033784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -10337825.000000 Penalty: 5612.462891
	Iteration 19Q: 3 clusters Score -1.033782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -10337817.000000 Penalty: 5612.462891
	Iteration 20F: 3 clusters Score -1.033782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -10337807.000000 Penalty: 5612.462891
	Iteration 21Q: 3 clusters Score -1.033781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -10337801.000000 Penalty: 5612.462891
	Iteration 22Q: 3 clusters Score -1.03378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -10337818.000000 Penalty: 5612.462891
	Iteration 23Q: 3 clusters Score -1.033782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -10337817.000000 Penalty: 5612.462891
	Iteration 24Q: 3 clusters Score -1.033782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -10337824.000000 Penalty: 5612.462891
	Iteration 25Q: 3 clusters Score -1.033782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -10337818.000000 Penalty: 5612.462891
	Iteration 26Q: 3 clusters Score -1.033782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -10337817.000000 Penalty: 5612.462891
	Iteration 27Q: 3 clusters Score -1.033782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -10337817.000000 Penalty: 5612.462891
	Iteration 28Q: 3 clusters Score -1.033782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -10337810.000000 Penalty: 5612.462891
	Iteration 29Q: 3 clusters Score -1.033781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -10337813.000000 Penalty: 5612.462891
	Iteration 30Q: 3 clusters Score -1.033781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -10337806.000000 Penalty: 5612.462891
	Iteration 31Q: 3 clusters Score -1.033781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -10337806.000000 Penalty: 5612.462891
	Iteration 32Q: 3 clusters Score -1.033781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -10337806.000000 Penalty: 5612.462891
	Iteration 33Q: 3 clusters Score -1.033781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -10337806.000000 Penalty: 5612.462891
	Iteration 34F: 3 clusters Score -1.033781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 21891 members 
Mstep: Class 30 contains 56689 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 2582 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 9543 members 
Mstep: Class 43 contains 25391 members 
Entering Unmasked Estep 
Score: -141974048.000000 Penalty: 149009.015625
Splitting cluster 30 changes total score from -141970240.000000 to -141974048.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -737807.750000 Penalty: 2180.928711
	Iteration 0F: 2 clusters Score -737807.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -732349.687500 Penalty: 4361.857422
	Iteration 0F: 3 clusters Score -732349.7 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -733809.000000 Penalty: 4361.857422
	Iteration 1F: 3 clusters Score -733809 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -734153.375000 Penalty: 4361.857422
	Iteration 2F: 3 clusters Score -734153.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -734411.937500 Penalty: 4361.857422
	Iteration 3F: 3 clusters Score -734411.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -734626.875000 Penalty: 4361.857422
	Iteration 4F: 3 clusters Score -734626.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -734824.687500 Penalty: 4361.857422
	Iteration 5Q: 3 clusters Score -734824.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -735010.500000 Penalty: 4361.857422
	Iteration 6Q: 3 clusters Score -735010.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -735141.187500 Penalty: 4361.857422
	Iteration 7Q: 3 clusters Score -735141.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -735267.500000 Penalty: 4361.857422
	Iteration 8Q: 3 clusters Score -735267.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -735374.500000 Penalty: 4361.857422
	Iteration 9Q: 3 clusters Score -735374.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -735470.937500 Penalty: 4361.857422
	Iteration 10Q: 3 clusters Score -735470.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -735556.000000 Penalty: 4361.857422
	Iteration 11Q: 3 clusters Score -735556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -735649.937500 Penalty: 4361.857422
	Iteration 12Q: 3 clusters Score -735649.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -735733.875000 Penalty: 4361.857422
	Iteration 13Q: 3 clusters Score -735733.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -735807.562500 Penalty: 4361.857422
	Iteration 14Q: 3 clusters Score -735807.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -735889.187500 Penalty: 4361.857422
	Iteration 15Q: 3 clusters Score -735889.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -735974.312500 Penalty: 4361.857422
	Iteration 16Q: 3 clusters Score -735974.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -736036.687500 Penalty: 4361.857422
	Iteration 17Q: 3 clusters Score -736036.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -736086.562500 Penalty: 4361.857422
	Iteration 18Q: 3 clusters Score -736086.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -736124.312500 Penalty: 4361.857422
	Iteration 19Q: 3 clusters Score -736124.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -736158.187500 Penalty: 4361.857422
	Iteration 20F: 3 clusters Score -736158.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -736186.812500 Penalty: 4361.857422
	Iteration 21Q: 3 clusters Score -736186.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -736221.187500 Penalty: 4361.857422
	Iteration 22Q: 3 clusters Score -736221.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -736252.875000 Penalty: 4361.857422
	Iteration 23Q: 3 clusters Score -736252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736273.937500 Penalty: 4361.857422
	Iteration 24Q: 3 clusters Score -736273.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -736291.687500 Penalty: 4361.857422
	Iteration 25Q: 3 clusters Score -736291.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -736311.125000 Penalty: 4361.857422
	Iteration 26Q: 3 clusters Score -736311.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -736323.125000 Penalty: 4361.857422
	Iteration 27Q: 3 clusters Score -736323.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -736336.937500 Penalty: 4361.857422
	Iteration 28Q: 3 clusters Score -736336.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -736350.375000 Penalty: 4361.857422
	Iteration 29Q: 3 clusters Score -736350.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -736362.437500 Penalty: 4361.857422
	Iteration 30Q: 3 clusters Score -736362.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -736371.937500 Penalty: 4361.857422
	Iteration 31Q: 3 clusters Score -736371.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -736382.437500 Penalty: 4361.857422
	Iteration 32Q: 3 clusters Score -736382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -736390.562500 Penalty: 4361.857422
	Iteration 33Q: 3 clusters Score -736390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -736399.500000 Penalty: 4361.857422
	Iteration 34Q: 3 clusters Score -736399.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736405.625000 Penalty: 4361.857422
	Iteration 35Q: 3 clusters Score -736405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -736411.125000 Penalty: 4361.857422
	Iteration 36Q: 3 clusters Score -736411.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -736418.125000 Penalty: 4361.857422
	Iteration 37Q: 3 clusters Score -736418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -736420.687500 Penalty: 4361.857422
	Iteration 38Q: 3 clusters Score -736420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -736422.750000 Penalty: 4361.857422
	Iteration 39Q: 3 clusters Score -736422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -736425.187500 Penalty: 4361.857422
	Iteration 40F: 3 clusters Score -736425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736426.500000 Penalty: 4361.857422
	Iteration 41Q: 3 clusters Score -736426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -736426.187500 Penalty: 4361.857422
	Iteration 42Q: 3 clusters Score -736426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -736426.187500 Penalty: 4361.857422
	Iteration 43Q: 3 clusters Score -736426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736429.750000 Penalty: 4361.857422
	Iteration 44Q: 3 clusters Score -736429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -736429.187500 Penalty: 4361.857422
	Iteration 45Q: 3 clusters Score -736429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -736431.687500 Penalty: 4361.857422
	Iteration 46Q: 3 clusters Score -736431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736432.000000 Penalty: 4361.857422
	Iteration 47Q: 3 clusters Score -736432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736432.750000 Penalty: 4361.857422
	Iteration 48Q: 3 clusters Score -736432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -736434.187500 Penalty: 4361.857422
	Iteration 49Q: 3 clusters Score -736434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -736435.750000 Penalty: 4361.857422
	Iteration 50Q: 3 clusters Score -736435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -736435.187500 Penalty: 4361.857422
	Iteration 51Q: 3 clusters Score -736435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -736435.187500 Penalty: 4361.857422
	Iteration 52F: 3 clusters Score -736435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Entering Unmasked Estep 
Score: -1360962.375000 Penalty: 2303.503174
	Iteration 0F: 2 clusters Score -1360962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1352713.125000 Penalty: 4607.006348
	Iteration 0F: 3 clusters Score -1352713 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1355127.375000 Penalty: 4607.006348
	Iteration 1F: 3 clusters Score -1355127 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1355431.000000 Penalty: 4607.006348
	Iteration 2F: 3 clusters Score -1355431 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1355665.000000 Penalty: 4607.006348
	Iteration 3Q: 3 clusters Score -1355665 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1355899.125000 Penalty: 4607.006348
	Iteration 4Q: 3 clusters Score -1355899 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1356141.750000 Penalty: 4607.006348
	Iteration 5Q: 3 clusters Score -1356142 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1356448.625000 Penalty: 4607.006348
	Iteration 6Q: 3 clusters Score -1356449 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1356875.000000 Penalty: 4607.006348
	Iteration 7F: 3 clusters Score -1356875 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1357373.250000 Penalty: 4607.006348
	Iteration 8F: 3 clusters Score -1357373 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1357894.500000 Penalty: 4607.006348
	Iteration 9F: 3 clusters Score -1357894 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1358420.000000 Penalty: 4607.006348
	Iteration 10F: 3 clusters Score -1358420 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1358806.875000 Penalty: 4607.006348
	Iteration 11Q: 3 clusters Score -1358807 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1359060.750000 Penalty: 4607.006348
	Iteration 12Q: 3 clusters Score -1359061 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1359251.625000 Penalty: 4607.006348
	Iteration 13Q: 3 clusters Score -1359252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1359363.875000 Penalty: 4607.006348
	Iteration 14Q: 3 clusters Score -1359364 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1359472.125000 Penalty: 4607.006348
	Iteration 15Q: 3 clusters Score -1359472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1359552.500000 Penalty: 4607.006348
	Iteration 16Q: 3 clusters Score -1359552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1359606.000000 Penalty: 4607.006348
	Iteration 17Q: 3 clusters Score -1359606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1359658.125000 Penalty: 4607.006348
	Iteration 18Q: 3 clusters Score -1359658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1359701.125000 Penalty: 4607.006348
	Iteration 19Q: 3 clusters Score -1359701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1359747.750000 Penalty: 4607.006348
	Iteration 20F: 3 clusters Score -1359748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1359780.875000 Penalty: 4607.006348
	Iteration 21Q: 3 clusters Score -1359781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1359812.750000 Penalty: 4607.006348
	Iteration 22Q: 3 clusters Score -1359813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1359841.625000 Penalty: 4607.006348
	Iteration 23Q: 3 clusters Score -1359842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1359870.875000 Penalty: 4607.006348
	Iteration 24Q: 3 clusters Score -1359871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1359892.125000 Penalty: 4607.006348
	Iteration 25Q: 3 clusters Score -1359892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1359903.125000 Penalty: 4607.006348
	Iteration 26Q: 3 clusters Score -1359903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1359911.250000 Penalty: 4607.006348
	Iteration 27Q: 3 clusters Score -1359911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1359918.625000 Penalty: 4607.006348
	Iteration 28Q: 3 clusters Score -1359919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1359928.500000 Penalty: 4607.006348
	Iteration 29Q: 3 clusters Score -1359928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1359931.375000 Penalty: 4607.006348
	Iteration 30Q: 3 clusters Score -1359931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1359930.875000 Penalty: 4607.006348
	Iteration 31Q: 3 clusters Score -1359931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1359931.125000 Penalty: 4607.006348
	Iteration 32Q: 3 clusters Score -1359931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1359932.750000 Penalty: 4607.006348
	Iteration 33Q: 3 clusters Score -1359933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1359937.125000 Penalty: 4607.006348
	Iteration 34Q: 3 clusters Score -1359937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1359937.125000 Penalty: 4607.006348
	Iteration 35Q: 3 clusters Score -1359937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1359939.000000 Penalty: 4607.006348
	Iteration 36Q: 3 clusters Score -1359939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1359939.625000 Penalty: 4607.006348
	Iteration 37Q: 3 clusters Score -1359940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1359938.000000 Penalty: 4607.006348
	Iteration 38Q: 3 clusters Score -1359938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1359938.000000 Penalty: 4607.006348
	Iteration 39F: 3 clusters Score -1359938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -792288.437500 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -792288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -786753.187500 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -786753.2 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -788250.750000 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -788250.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -788751.437500 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -788751.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -789196.812500 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -789196.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -789608.500000 Penalty: 4360.275391
	Iteration 4F: 3 clusters Score -789608.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -789986.437500 Penalty: 4360.275391
	Iteration 5F: 3 clusters Score -789986.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -790299.937500 Penalty: 4360.275391
	Iteration 6F: 3 clusters Score -790299.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -790544.062500 Penalty: 4360.275391
	Iteration 7Q: 3 clusters Score -790544.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -790681.187500 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -790681.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -790789.187500 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -790789.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -790859.937500 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -790859.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -790907.937500 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -790907.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -790944.125000 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -790944.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -790968.125000 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -790968.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -790990.375000 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -790990.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -791003.312500 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -791003.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -791010.875000 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -791010.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -791019.625000 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -791019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -791027.812500 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -791027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -791034.437500 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -791034.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -791038.812500 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -791038.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -791045.437500 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -791045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -791049.000000 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -791049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -791050.750000 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -791050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -791057.000000 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -791057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -791061.250000 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -791061.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -791065.250000 Penalty: 4360.275391
	Iteration 26Q: 3 clusters Score -791065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -791068.187500 Penalty: 4360.275391
	Iteration 27Q: 3 clusters Score -791068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -791071.875000 Penalty: 4360.275391
	Iteration 28Q: 3 clusters Score -791071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -791077.375000 Penalty: 4360.275391
	Iteration 29Q: 3 clusters Score -791077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -791078.812500 Penalty: 4360.275391
	Iteration 30Q: 3 clusters Score -791078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -791081.187500 Penalty: 4360.275391
	Iteration 31Q: 3 clusters Score -791081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -791083.375000 Penalty: 4360.275391
	Iteration 32Q: 3 clusters Score -791083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -791084.062500 Penalty: 4360.275391
	Iteration 33Q: 3 clusters Score -791084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -791085.687500 Penalty: 4360.275391
	Iteration 34Q: 3 clusters Score -791085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -791085.187500 Penalty: 4360.275391
	Iteration 35Q: 3 clusters Score -791085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -791086.187500 Penalty: 4360.275391
	Iteration 36Q: 3 clusters Score -791086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -791086.687500 Penalty: 4360.275391
	Iteration 37Q: 3 clusters Score -791086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -791086.687500 Penalty: 4360.275391
	Iteration 38F: 3 clusters Score -791086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -44601.863281 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -44601.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43228.964844 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -43228.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43763.433594 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -43763.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44147.031250 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -44147.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44317.300781 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -44317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44391.933594 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -44391.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44431.953125 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -44431.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44450.015625 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -44450.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44460.726562 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -44460.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44463.183594 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -44463.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44465.457031 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -44465.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44467.109375 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -44467.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44467.109375 Penalty: 3080.457520
	Iteration 11F: 3 clusters Score -44467.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -83533.765625 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -83533.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81826.976562 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -81826.98 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82262.328125 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -82262.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82466.703125 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -82466.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82637.960938 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -82637.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82780.828125 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -82780.83 nChanged 42
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: -82960.937500 Penalty: 3329.626465
	Iteration 5F: 3 clusters Score -82960.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83095.265625 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -83095.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83249.789062 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -83249.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83312.242188 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -83312.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83351.929688 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -83351.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83388.328125 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -83388.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83420.328125 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -83420.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83431.734375 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -83431.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83438.476562 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -83438.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83450.718750 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -83450.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83452.984375 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -83452.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83454.046875 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -83454.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83460.132812 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -83460.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83466.148438 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -83466.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83470.585938 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -83470.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83471.968750 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -83471.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -271806.125000 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -271806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -269095.218750 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -269095.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -269569.406250 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -269569.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269688.437500 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -269688.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -269751.500000 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -269751.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -269801.375000 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -269801.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269827.656250 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -269827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -269843.312500 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -269843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -269855.312500 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -269855.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -269866.687500 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -269866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269871.406250 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -269871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -269875.812500 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -269875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269881.906250 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -269881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269887.156250 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -269887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269890.593750 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -269890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269892.062500 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -269892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -269895.031250 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -269895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -269895.968750 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -269896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -269896.843750 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -269896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -269896.843750 Penalty: 3808.908691
	Iteration 18F: 3 clusters Score -269896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130273.117188 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130273.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130655.445312 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130655.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130864.757812 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -130864.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130984.171875 Penalty: 3501.570312
	Iteration 3Q: 3 clusters Score -130984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131081.718750 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -131081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131171.015625 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131226.406250 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131226.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131297.546875 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131297.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131349.875000 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131349.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131415.296875 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131468.281250 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -131525.390625 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131525.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131578.265625 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131578.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131614.000000 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131674.968750 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -131745.296875 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131762.968750 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131769.687500 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131773.625000 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131780.781250 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131785.109375 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131787.890625 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131789.828125 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -131792.375000 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -131793.187500 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131793.718750 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -131793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -131795.296875 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -131795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131795.890625 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -131795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131795.890625 Penalty: 3501.570312
	Iteration 28F: 3 clusters Score -131795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Entering Unmasked Estep 
Score: -776311.437500 Penalty: 2188.264648
	Iteration 0F: 2 clusters Score -776311.4 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 3431 members 
Entering Unmasked Estep 
Score: -770717.250000 Penalty: 4376.529297
	Iteration 0F: 3 clusters Score -770717.2 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -772266.750000 Penalty: 4376.529297
	Iteration 1F: 3 clusters Score -772266.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -772517.375000 Penalty: 4376.529297
	Iteration 2F: 3 clusters Score -772517.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -772693.812500 Penalty: 4376.529297
	Iteration 3Q: 3 clusters Score -772693.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -772857.812500 Penalty: 4376.529297
	Iteration 4Q: 3 clusters Score -772857.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -773001.812500 Penalty: 4376.529297
	Iteration 5Q: 3 clusters Score -773001.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -773111.875000 Penalty: 4376.529297
	Iteration 6Q: 3 clusters Score -773111.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -773205.187500 Penalty: 4376.529297
	Iteration 7Q: 3 clusters Score -773205.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -773285.312500 Penalty: 4376.529297
	Iteration 8Q: 3 clusters Score -773285.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -773358.625000 Penalty: 4376.529297
	Iteration 9Q: 3 clusters Score -773358.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -773434.187500 Penalty: 4376.529297
	Iteration 10Q: 3 clusters Score -773434.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -773508.187500 Penalty: 4376.529297
	Iteration 11Q: 3 clusters Score -773508.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -773575.750000 Penalty: 4376.529297
	Iteration 12Q: 3 clusters Score -773575.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -773655.000000 Penalty: 4376.529297
	Iteration 13Q: 3 clusters Score -773655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -773745.750000 Penalty: 4376.529297
	Iteration 14Q: 3 clusters Score -773745.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -773841.250000 Penalty: 4376.529297
	Iteration 15Q: 3 clusters Score -773841.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -773953.812500 Penalty: 4376.529297
	Iteration 16Q: 3 clusters Score -773953.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -774066.125000 Penalty: 4376.529297
	Iteration 17Q: 3 clusters Score -774066.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -774181.625000 Penalty: 4376.529297
	Iteration 18Q: 3 clusters Score -774181.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -774295.500000 Penalty: 4376.529297
	Iteration 19Q: 3 clusters Score -774295.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -774409.250000 Penalty: 4376.529297
	Iteration 20F: 3 clusters Score -774409.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -774514.937500 Penalty: 4376.529297
	Iteration 21Q: 3 clusters Score -774514.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -774589.250000 Penalty: 4376.529297
	Iteration 22Q: 3 clusters Score -774589.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -774648.875000 Penalty: 4376.529297
	Iteration 23Q: 3 clusters Score -774648.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -774713.250000 Penalty: 4376.529297
	Iteration 24Q: 3 clusters Score -774713.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -774780.562500 Penalty: 4376.529297
	Iteration 25Q: 3 clusters Score -774780.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -774840.250000 Penalty: 4376.529297
	Iteration 26Q: 3 clusters Score -774840.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -774886.250000 Penalty: 4376.529297
	Iteration 27Q: 3 clusters Score -774886.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -774927.500000 Penalty: 4376.529297
	Iteration 28Q: 3 clusters Score -774927.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -774949.437500 Penalty: 4376.529297
	Iteration 29Q: 3 clusters Score -774949.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -774967.562500 Penalty: 4376.529297
	Iteration 30Q: 3 clusters Score -774967.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -774979.250000 Penalty: 4376.529297
	Iteration 31Q: 3 clusters Score -774979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -774984.562500 Penalty: 4376.529297
	Iteration 32Q: 3 clusters Score -774984.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -774994.562500 Penalty: 4376.529297
	Iteration 33Q: 3 clusters Score -774994.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -775005.687500 Penalty: 4376.529297
	Iteration 34Q: 3 clusters Score -775005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -775013.312500 Penalty: 4376.529297
	Iteration 35Q: 3 clusters Score -775013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -775015.250000 Penalty: 4376.529297
	Iteration 36Q: 3 clusters Score -775015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -775019.437500 Penalty: 4376.529297
	Iteration 37Q: 3 clusters Score -775019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -775024.312500 Penalty: 4376.529297
	Iteration 38Q: 3 clusters Score -775024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -775026.250000 Penalty: 4376.529297
	Iteration 39Q: 3 clusters Score -775026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -775028.687500 Penalty: 4376.529297
	Iteration 40F: 3 clusters Score -775028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -775031.750000 Penalty: 4376.529297
	Iteration 41Q: 3 clusters Score -775031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -775036.375000 Penalty: 4376.529297
	Iteration 42Q: 3 clusters Score -775036.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -775043.000000 Penalty: 4376.529297
	Iteration 43Q: 3 clusters Score -775043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -775048.500000 Penalty: 4376.529297
	Iteration 44Q: 3 clusters Score -775048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -775053.125000 Penalty: 4376.529297
	Iteration 45Q: 3 clusters Score -775053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -775059.750000 Penalty: 4376.529297
	Iteration 46Q: 3 clusters Score -775059.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -775066.937500 Penalty: 4376.529297
	Iteration 47Q: 3 clusters Score -775066.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -775073.312500 Penalty: 4376.529297
	Iteration 48Q: 3 clusters Score -775073.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -775081.000000 Penalty: 4376.529297
	Iteration 49Q: 3 clusters Score -775081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -775089.687500 Penalty: 4376.529297
	Iteration 50Q: 3 clusters Score -775089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -775094.812500 Penalty: 4376.529297
	Iteration 51Q: 3 clusters Score -775094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -775099.187500 Penalty: 4376.529297
	Iteration 52Q: 3 clusters Score -775099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -775103.375000 Penalty: 4376.529297
	Iteration 53Q: 3 clusters Score -775103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -775104.750000 Penalty: 4376.529297
	Iteration 54Q: 3 clusters Score -775104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -775104.812500 Penalty: 4376.529297
	Iteration 55Q: 3 clusters Score -775104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -775105.812500 Penalty: 4376.529297
	Iteration 56Q: 3 clusters Score -775105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -775106.812500 Penalty: 4376.529297
	Iteration 57Q: 3 clusters Score -775106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -775107.125000 Penalty: 4376.529297
	Iteration 58Q: 3 clusters Score -775107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -775107.312500 Penalty: 4376.529297
	Iteration 59Q: 3 clusters Score -775107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -775109.187500 Penalty: 4376.529297
	Iteration 60F: 3 clusters Score -775109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (27680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Entering Unmasked Estep 
Score: -3523623.000000 Penalty: 2536.659424
	Iteration 0F: 2 clusters Score -3523623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3504603.000000 Penalty: 5073.318848
	Iteration 0F: 3 clusters Score -3504603 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3511181 nChanged 1360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3511591 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3513009 nChanged 1028
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Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3513478 nChanged 1143
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Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3514055 nChanged 1224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3514752 nChanged 1276
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3516306 nChanged 1231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3516976 nChanged 1053
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3517437 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3517700 nChanged 537
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Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3517852 nChanged 441
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Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3517956 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3518055 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3518120 nChanged 269
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Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3518181 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3518252 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3518303 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3518357 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3518415 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3518483 nChanged 261
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Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3518549 nChanged 279
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Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3518610 nChanged 258
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Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3518698 nChanged 268
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Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3518758 nChanged 248
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Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3518809 nChanged 232
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Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3518876 nChanged 239
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Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3518918 nChanged 224
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Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3518972 nChanged 220
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Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3519022.750000 Penalty: 5073.318848
	Iteration 33Q: 3 clusters Score -3519023 nChanged 222
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Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3519054 nChanged 189
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Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3519098 nChanged 175
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Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3519129 nChanged 157
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Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3519154 nChanged 180
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Mstep: Class 1 contains 16084 members 
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Entering Unmasked Estep 
Score: -3519182.750000 Penalty: 5073.318848
	Iteration 38Q: 3 clusters Score -3519183 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3519223.750000 Penalty: 5073.318848
	Iteration 39Q: 3 clusters Score -3519224 nChanged 185
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Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3519262.250000 Penalty: 5073.318848
	Iteration 40F: 3 clusters Score -3519262 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3519318 nChanged 235
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Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3519342 nChanged 222
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3519404.750000 Penalty: 5073.318848
	Iteration 43Q: 3 clusters Score -3519405 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3519451 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3519506 nChanged 237
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Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3519567 nChanged 211
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Mstep: Class 1 contains 17917 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3519609 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3519658 nChanged 205
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Mstep: Class 1 contains 18321 members 
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	Iteration 49Q: 3 clusters Score -3519698 nChanged 183
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Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3519737 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3519771 nChanged 191
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Mstep: Class 1 contains 18876 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3519800 nChanged 173
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Mstep: Class 1 contains 19049 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3519816 nChanged 150
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Mstep: Class 1 contains 19197 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3519842 nChanged 153
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Mstep: Class 1 contains 19348 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3519859 nChanged 142
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Mstep: Class 1 contains 19490 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3519888 nChanged 138
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Mstep: Class 1 contains 19628 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3519898 nChanged 150
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Mstep: Class 1 contains 19778 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3519938 nChanged 137
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Mstep: Class 1 contains 19913 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3519962 nChanged 151
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Mstep: Class 1 contains 20064 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3519980 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3520011.000000 Penalty: 5073.318848
	Iteration 61Q: 3 clusters Score -3520011 nChanged 149
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Mstep: Class 1 contains 20364 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3520040 nChanged 159
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Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3520086 nChanged 155
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Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3520129 nChanged 139
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Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3520152 nChanged 131
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Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3520172 nChanged 128
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3520202 nChanged 137
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Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3520228.000000 Penalty: 5073.318848
	Iteration 68Q: 3 clusters Score -3520228 nChanged 120
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Entering Unmasked Estep 
Score: -3520248.250000 Penalty: 5073.318848
	Iteration 69Q: 3 clusters Score -3520248 nChanged 95
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3520260 nChanged 91
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Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3520269.250000 Penalty: 5073.318848
	Iteration 71Q: 3 clusters Score -3520269 nChanged 93
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Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3520290 nChanged 118
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Mstep: Class 1 contains 21730 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3520314 nChanged 110
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Mstep: Class 1 contains 21840 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3520330 nChanged 112
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3520350 nChanged 107
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	Iteration 76Q: 3 clusters Score -3520374 nChanged 98
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	Iteration 77Q: 3 clusters Score -3520396 nChanged 116
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Mstep: Class 1 contains 22269 members 
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	Iteration 78Q: 3 clusters Score -3520420 nChanged 120
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	Iteration 79Q: 3 clusters Score -3520437 nChanged 110
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Mstep: Class 1 contains 22493 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3520466 nChanged 110
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Mstep: Class 1 contains 22603 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3520485 nChanged 108
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Mstep: Class 1 contains 22707 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3520500 nChanged 102
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Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3520513.000000 Penalty: 5073.318848
	Iteration 83Q: 3 clusters Score -3520513 nChanged 103
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Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3520540 nChanged 107
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Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3520563.000000 Penalty: 5073.318848
	Iteration 85Q: 3 clusters Score -3520563 nChanged 126
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Mstep: Class 1 contains 23145 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3520582 nChanged 123
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Mstep: Class 1 contains 23268 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3520615 nChanged 115
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Mstep: Class 1 contains 23383 members 
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Entering Unmasked Estep 
Score: -3520632.500000 Penalty: 5073.318848
	Iteration 88Q: 3 clusters Score -3520632 nChanged 111
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Mstep: Class 1 contains 23494 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3520660 nChanged 117
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Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3520691 nChanged 113
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Mstep: Class 1 contains 23722 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3520710 nChanged 108
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Mstep: Class 1 contains 23828 members 
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Entering Unmasked Estep 
Score: -3520738.250000 Penalty: 5073.318848
	Iteration 92Q: 3 clusters Score -3520738 nChanged 107
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Mstep: Class 1 contains 23935 members 
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Entering Unmasked Estep 
Score: -3520781.500000 Penalty: 5073.318848
	Iteration 93Q: 3 clusters Score -3520782 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24045 members 
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	Iteration 94Q: 3 clusters Score -3520811 nChanged 101
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Mstep: Class 1 contains 24146 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3520834 nChanged 92
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Mstep: Class 1 contains 24236 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3520858 nChanged 74
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Mstep: Class 1 contains 24310 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3520878 nChanged 78
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Mstep: Class 1 contains 24386 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3520900 nChanged 79
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Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3520928 nChanged 80
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Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3520949 nChanged 79
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Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3520979 nChanged 79
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Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3520987 nChanged 61
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Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3520998 nChanged 69
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Mstep: Class 1 contains 24831 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3521005 nChanged 54
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3521023 nChanged 64
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Mstep: Class 1 contains 24949 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3521043 nChanged 63
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Mstep: Class 1 contains 25012 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3521060 nChanged 72
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Mstep: Class 1 contains 25084 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3521083 nChanged 76
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Mstep: Class 1 contains 25160 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3521102 nChanged 73
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Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3521128 nChanged 72
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Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3521150 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3521164 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3521177 nChanged 54
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Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3521206 nChanged 37
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Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3521210 nChanged 31
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Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3521211 nChanged 34
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Mstep: Class 1 contains 25570 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3521219 nChanged 27
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Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3521226 nChanged 35
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Mstep: Class 1 contains 25632 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3521236 nChanged 34
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Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3521250 nChanged 32
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Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3521254 nChanged 37
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3521263 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3521275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3521281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3521296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3521309.000000 Penalty: 5073.318848
	Iteration 126Q: 3 clusters Score -3521309 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3521318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3521330.000000 Penalty: 5073.318848
	Iteration 128Q: 3 clusters Score -3521330 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3521337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3521341 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3521360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3521373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3521385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3521396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3521401.500000 Penalty: 5073.318848
	Iteration 135Q: 3 clusters Score -3521402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3521413.500000 Penalty: 5073.318848
	Iteration 136Q: 3 clusters Score -3521414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3521419.250000 Penalty: 5073.318848
	Iteration 137Q: 3 clusters Score -3521419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3521429.500000 Penalty: 5073.318848
	Iteration 138Q: 3 clusters Score -3521430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3521434.750000 Penalty: 5073.318848
	Iteration 139Q: 3 clusters Score -3521435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3521441.250000 Penalty: 5073.318848
	Iteration 140F: 3 clusters Score -3521441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3521448.500000 Penalty: 5073.318848
	Iteration 141Q: 3 clusters Score -3521448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3521458.250000 Penalty: 5073.318848
	Iteration 142Q: 3 clusters Score -3521458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3521462 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3521461 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26338 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3521467 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3521462 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3521464 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3521468 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3521468 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3521469 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3521476.000000 Penalty: 5073.318848
	Iteration 151Q: 3 clusters Score -3521476 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3521468.750000 Penalty: 5073.318848
	Iteration 152Q: 3 clusters Score -3521469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3521470.500000 Penalty: 5073.318848
	Iteration 153Q: 3 clusters Score -3521470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3521479.250000 Penalty: 5073.318848
	Iteration 154Q: 3 clusters Score -3521479 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3521486 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3521487 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3521490.250000 Penalty: 5073.318848
	Iteration 157Q: 3 clusters Score -3521490 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3521492 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3521493 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3521488.500000 Penalty: 5073.318848
	Iteration 160F: 3 clusters Score -3521488 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3521495.500000 Penalty: 5073.318848
	Iteration 161Q: 3 clusters Score -3521496 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3521494 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3521499.000000 Penalty: 5073.318848
	Iteration 163Q: 3 clusters Score -3521499 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3521499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3521500.250000 Penalty: 5073.318848
	Iteration 165Q: 3 clusters Score -3521500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3521502.750000 Penalty: 5073.318848
	Iteration 166Q: 3 clusters Score -3521503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3521502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3521498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3521504 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3521502 nChanged 0
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Mstep: Class 1 contains 26489 members 
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Entering Unmasked Estep 
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	Iteration 171F: 3 clusters Score -3521502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -283221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1276 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -280327.4 nChanged 940
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -281804.8 nChanged 355
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Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -282543.4 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -283079.8 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -283421.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -283624.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -283780.531250 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -283780.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -283880.812500 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -283880.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -283947.500000 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -283947.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -283983.875000 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -283983.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -284010.250000 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -284010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -284043.531250 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -284043.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -284066.687500 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -284066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -284075.968750 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -284076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -284081.281250 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -284081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -284085.250000 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -284085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -284086.156250 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -284086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -284086.593750 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -284086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -284087.781250 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -284087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284087.875000 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -284087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284088.875000 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -284088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -284091.093750 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -284091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -284094.406250 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -284094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -284096.156250 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -284096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -284097.187500 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -284097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -284097.062500 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -284097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -284097.062500 Penalty: 3896.734375
	Iteration 26F: 3 clusters Score -284097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 21891 members 
Mstep: Class 30 contains 56689 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 977 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 9543 members 
Mstep: Class 43 contains 25391 members 
Mstep: Class 44 contains 1605 members 
Entering Unmasked Estep 
Score: -141973232.000000 Penalty: 152474.343750
Splitting cluster 40 changes total score from -141970240.000000 to -141973232.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5663 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 34608 members 
Mstep: Class 13 contains 41807 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 60637 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 160495 members 
Mstep: Class 21 contains 381331 members 
Mstep: Class 22 contains 68621 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 21891 members 
Mstep: Class 30 contains 56689 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 6574 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 27680 members 
Mstep: Class 40 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141978976.000000 Penalty: 152474.343750
Iteration 119Q: 45 clusters Score -1.41979e+08 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 17630 members 
Mstep: Class 5 contains 45548 members 
Mstep: Class 6 contains 35712 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 34847 members 
Mstep: Class 13 contains 41798 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28783 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 60627 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 160440 members 
Mstep: Class 21 contains 382368 members 
Mstep: Class 22 contains 68609 members 
Mstep: Class 23 contains 12167 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16398 members 
Mstep: Class 26 contains 12503 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 6796 members 
Mstep: Class 29 contains 23398 members 
Mstep: Class 30 contains 55760 members 
Mstep: Class 31 contains 6571 members 
Mstep: Class 32 contains 10796 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6791 members 
Mstep: Class 39 contains 27800 members 
Mstep: Class 40 contains 1073 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 9311 members 
Mstep: Class 43 contains 23072 members 
Mstep: Class 44 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983456.000000 Penalty: 152474.343750
Iteration 120F: 45 clusters Score -1.419835e+08 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17612 members 
Mstep: Class 5 contains 45207 members 
Mstep: Class 6 contains 35699 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 10381 members 
Mstep: Class 12 contains 34665 members 
Mstep: Class 13 contains 41757 members 
Mstep: Class 14 contains 7653 members 
Mstep: Class 15 contains 28633 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 60528 members 
Mstep: Class 18 contains 404 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 160316 members 
Mstep: Class 21 contains 382356 members 
Mstep: Class 22 contains 68543 members 
Mstep: Class 23 contains 12166 members 
Mstep: Class 24 contains 466 members 
Mstep: Class 25 contains 16410 members 
Mstep: Class 26 contains 12505 members 
Mstep: Class 27 contains 8171 members 
Mstep: Class 28 contains 6752 members 
Mstep: Class 29 contains 24172 members 
Mstep: Class 30 contains 55093 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 10778 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 27861 members 
Mstep: Class 40 contains 1132 members 
Mstep: Class 41 contains 560 members 
Mstep: Class 42 contains 9825 members 
Mstep: Class 43 contains 23476 members 
Mstep: Class 44 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986016.000000 Penalty: 152474.343750
Iteration 121Q: 45 clusters Score -1.41986e+08 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 44932 members 
Mstep: Class 6 contains 35700 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 11147 members 
Mstep: Class 11 contains 10316 members 
Mstep: Class 12 contains 34526 members 
Mstep: Class 13 contains 41703 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 28566 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 60418 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 160167 members 
Mstep: Class 21 contains 382498 members 
Mstep: Class 22 contains 68485 members 
Mstep: Class 23 contains 12150 members 
Mstep: Class 24 contains 468 members 
Mstep: Class 25 contains 16417 members 
Mstep: Class 26 contains 12506 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 6714 members 
Mstep: Class 29 contains 24779 members 
Mstep: Class 30 contains 54606 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 10763 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 490 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 27918 members 
Mstep: Class 40 contains 1168 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 10231 members 
Mstep: Class 43 contains 23635 members 
Mstep: Class 44 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987472.000000 Penalty: 152474.343750
Iteration 122Q: 45 clusters Score -1.419875e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17567 members 
Mstep: Class 5 contains 44695 members 
Mstep: Class 6 contains 35690 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 34403 members 
Mstep: Class 13 contains 41675 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 28513 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 60319 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 160068 members 
Mstep: Class 21 contains 382667 members 
Mstep: Class 22 contains 68416 members 
Mstep: Class 23 contains 12133 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 16424 members 
Mstep: Class 26 contains 12506 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 6676 members 
Mstep: Class 29 contains 25279 members 
Mstep: Class 30 contains 54202 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 32 contains 10747 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 27945 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 10591 members 
Mstep: Class 43 contains 23744 members 
Mstep: Class 44 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988128.000000 Penalty: 152474.343750
Iteration 123Q: 45 clusters Score -1.419881e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17526 members 
Mstep: Class 5 contains 44455 members 
Mstep: Class 6 contains 35684 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 14479 members 
Mstep: Class 10 contains 11146 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 34285 members 
Mstep: Class 13 contains 41648 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 28477 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 60243 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 159982 members 
Mstep: Class 21 contains 382764 members 
Mstep: Class 22 contains 68383 members 
Mstep: Class 23 contains 12121 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 16415 members 
Mstep: Class 26 contains 12513 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 6639 members 
Mstep: Class 29 contains 25764 members 
Mstep: Class 30 contains 53929 members 
Mstep: Class 31 contains 6529 members 
Mstep: Class 32 contains 10725 members 
Mstep: Class 33 contains 6579 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 27990 members 
Mstep: Class 40 contains 1213 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 10901 members 
Mstep: Class 43 contains 23769 members 
Mstep: Class 44 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988624.000000 Penalty: 152474.343750
Iteration 124Q: 45 clusters Score -1.419886e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 44239 members 
Mstep: Class 6 contains 35685 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5771 members 
Mstep: Class 9 contains 14478 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 34194 members 
Mstep: Class 13 contains 41634 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 28455 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 60208 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 159879 members 
Mstep: Class 21 contains 382839 members 
Mstep: Class 22 contains 68348 members 
Mstep: Class 23 contains 12117 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 16406 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 8159 members 
Mstep: Class 28 contains 6619 members 
Mstep: Class 29 contains 26208 members 
Mstep: Class 30 contains 53709 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10708 members 
Mstep: Class 33 contains 6578 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6809 members 
Mstep: Class 39 contains 28018 members 
Mstep: Class 40 contains 1223 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 11145 members 
Mstep: Class 43 contains 23768 members 
Mstep: Class 44 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988720.000000 Penalty: 152474.343750
Iteration 125Q: 45 clusters Score -1.419887e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 17458 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 35681 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 34114 members 
Mstep: Class 13 contains 41633 members 
Mstep: Class 14 contains 7652 members 
Mstep: Class 15 contains 28446 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 60197 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 159793 members 
Mstep: Class 21 contains 382952 members 
Mstep: Class 22 contains 68326 members 
Mstep: Class 23 contains 12116 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 16394 members 
Mstep: Class 26 contains 12514 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 6593 members 
Mstep: Class 29 contains 26564 members 
Mstep: Class 30 contains 53509 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 10690 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 28050 members 
Mstep: Class 40 contains 1233 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 11371 members 
Mstep: Class 43 contains 23684 members 
Mstep: Class 44 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988864.000000 Penalty: 152474.343750
Iteration 126Q: 45 clusters Score -1.419889e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17428 members 
Mstep: Class 5 contains 43896 members 
Mstep: Class 6 contains 35670 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 34047 members 
Mstep: Class 13 contains 41625 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 28440 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 60155 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 159729 members 
Mstep: Class 21 contains 383027 members 
Mstep: Class 22 contains 68332 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 16384 members 
Mstep: Class 26 contains 12509 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 6580 members 
Mstep: Class 29 contains 26895 members 
Mstep: Class 30 contains 53341 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 10674 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 28063 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 11587 members 
Mstep: Class 43 contains 23626 members 
Mstep: Class 44 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988480.000000 Penalty: 152474.343750
Iteration 127Q: 45 clusters Score -1.419885e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17402 members 
Mstep: Class 5 contains 43733 members 
Mstep: Class 6 contains 35664 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 33973 members 
Mstep: Class 13 contains 41608 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 28447 members 
Mstep: Class 16 contains 2601 members 
Mstep: Class 17 contains 60105 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 159671 members 
Mstep: Class 21 contains 383083 members 
Mstep: Class 22 contains 68342 members 
Mstep: Class 23 contains 12103 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 16375 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 8149 members 
Mstep: Class 28 contains 6561 members 
Mstep: Class 29 contains 27201 members 
Mstep: Class 30 contains 53208 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10656 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 28101 members 
Mstep: Class 40 contains 1240 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 11773 members 
Mstep: Class 43 contains 23580 members 
Mstep: Class 44 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988912.000000 Penalty: 152474.343750
Iteration 128Q: 45 clusters Score -1.419889e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17376 members 
Mstep: Class 5 contains 43602 members 
Mstep: Class 6 contains 35662 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 11144 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 33894 members 
Mstep: Class 13 contains 41601 members 
Mstep: Class 14 contains 7639 members 
Mstep: Class 15 contains 28448 members 
Mstep: Class 16 contains 2602 members 
Mstep: Class 17 contains 60068 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 159625 members 
Mstep: Class 21 contains 383105 members 
Mstep: Class 22 contains 68366 members 
Mstep: Class 23 contains 12095 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 16367 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 8147 members 
Mstep: Class 28 contains 6548 members 
Mstep: Class 29 contains 27481 members 
Mstep: Class 30 contains 53089 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 10636 members 
Mstep: Class 33 contains 6575 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 28130 members 
Mstep: Class 40 contains 1241 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 11950 members 
Mstep: Class 43 contains 23520 members 
Mstep: Class 44 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988512.000000 Penalty: 152474.343750
Iteration 129Q: 45 clusters Score -1.419885e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 43479 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 33819 members 
Mstep: Class 13 contains 41599 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 28444 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 60041 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159591 members 
Mstep: Class 21 contains 383134 members 
Mstep: Class 22 contains 68389 members 
Mstep: Class 23 contains 12072 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 16365 members 
Mstep: Class 26 contains 12500 members 
Mstep: Class 27 contains 8145 members 
Mstep: Class 28 contains 6538 members 
Mstep: Class 29 contains 27765 members 
Mstep: Class 30 contains 52988 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 10619 members 
Mstep: Class 33 contains 6575 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6839 members 
Mstep: Class 39 contains 28154 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12112 members 
Mstep: Class 43 contains 23435 members 
Mstep: Class 44 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988704.000000 Penalty: 152474.343750
Iteration 130Q: 45 clusters Score -1.419887e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17321 members 
Mstep: Class 5 contains 43395 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 33742 members 
Mstep: Class 13 contains 41589 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 28445 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 60026 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159553 members 
Mstep: Class 21 contains 383170 members 
Mstep: Class 22 contains 68405 members 
Mstep: Class 23 contains 12063 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16366 members 
Mstep: Class 26 contains 12495 members 
Mstep: Class 27 contains 8144 members 
Mstep: Class 28 contains 6528 members 
Mstep: Class 29 contains 27974 members 
Mstep: Class 30 contains 52904 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 6575 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 28178 members 
Mstep: Class 40 contains 1241 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12259 members 
Mstep: Class 43 contains 23351 members 
Mstep: Class 44 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989264.000000 Penalty: 152474.343750
Iteration 131Q: 45 clusters Score -1.419893e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17304 members 
Mstep: Class 5 contains 43313 members 
Mstep: Class 6 contains 35667 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 33669 members 
Mstep: Class 13 contains 41577 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 28448 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 60001 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159521 members 
Mstep: Class 21 contains 383221 members 
Mstep: Class 22 contains 68404 members 
Mstep: Class 23 contains 12057 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16360 members 
Mstep: Class 26 contains 12491 members 
Mstep: Class 27 contains 8143 members 
Mstep: Class 28 contains 6524 members 
Mstep: Class 29 contains 28155 members 
Mstep: Class 30 contains 52850 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 6575 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28199 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12386 members 
Mstep: Class 43 contains 23275 members 
Mstep: Class 44 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989072.000000 Penalty: 152474.343750
Iteration 132Q: 45 clusters Score -1.419891e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17294 members 
Mstep: Class 5 contains 43241 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10315 members 
Mstep: Class 12 contains 33585 members 
Mstep: Class 13 contains 41568 members 
Mstep: Class 14 contains 7636 members 
Mstep: Class 15 contains 28456 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 59973 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159499 members 
Mstep: Class 21 contains 383238 members 
Mstep: Class 22 contains 68420 members 
Mstep: Class 23 contains 12037 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16353 members 
Mstep: Class 26 contains 12488 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 6517 members 
Mstep: Class 29 contains 28336 members 
Mstep: Class 30 contains 52797 members 
Mstep: Class 31 contains 6507 members 
Mstep: Class 32 contains 10589 members 
Mstep: Class 33 contains 6575 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6837 members 
Mstep: Class 39 contains 28227 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12511 members 
Mstep: Class 43 contains 23221 members 
Mstep: Class 44 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989184.000000 Penalty: 152474.343750
Iteration 133Q: 45 clusters Score -1.419892e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17279 members 
Mstep: Class 5 contains 43188 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 12 contains 33502 members 
Mstep: Class 13 contains 41558 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 28461 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 59957 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159482 members 
Mstep: Class 21 contains 383225 members 
Mstep: Class 22 contains 68435 members 
Mstep: Class 23 contains 12026 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16348 members 
Mstep: Class 26 contains 12485 members 
Mstep: Class 27 contains 8138 members 
Mstep: Class 28 contains 6513 members 
Mstep: Class 29 contains 28498 members 
Mstep: Class 30 contains 52757 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28256 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12613 members 
Mstep: Class 43 contains 23186 members 
Mstep: Class 44 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988848.000000 Penalty: 152474.343750
Iteration 134Q: 45 clusters Score -1.419888e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17255 members 
Mstep: Class 5 contains 43150 members 
Mstep: Class 6 contains 35664 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 12 contains 33422 members 
Mstep: Class 13 contains 41558 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 28457 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 59957 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159456 members 
Mstep: Class 21 contains 383193 members 
Mstep: Class 22 contains 68438 members 
Mstep: Class 23 contains 12019 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16349 members 
Mstep: Class 26 contains 12481 members 
Mstep: Class 27 contains 8136 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 28656 members 
Mstep: Class 30 contains 52724 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6841 members 
Mstep: Class 39 contains 28284 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12713 members 
Mstep: Class 43 contains 23151 members 
Mstep: Class 44 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989200.000000 Penalty: 152474.343750
Iteration 135Q: 45 clusters Score -1.419892e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17238 members 
Mstep: Class 5 contains 43130 members 
Mstep: Class 6 contains 35668 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5864 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 10313 members 
Mstep: Class 12 contains 33341 members 
Mstep: Class 13 contains 41554 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 59960 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159427 members 
Mstep: Class 21 contains 383163 members 
Mstep: Class 22 contains 68446 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16328 members 
Mstep: Class 26 contains 12477 members 
Mstep: Class 27 contains 8135 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 28789 members 
Mstep: Class 30 contains 52685 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 10547 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6842 members 
Mstep: Class 39 contains 28332 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12797 members 
Mstep: Class 43 contains 23113 members 
Mstep: Class 44 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989120.000000 Penalty: 152474.343750
Iteration 136Q: 45 clusters Score -1.419891e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 43122 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 10314 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 41553 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 59967 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159418 members 
Mstep: Class 21 contains 383090 members 
Mstep: Class 22 contains 68473 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16317 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 8129 members 
Mstep: Class 28 contains 6511 members 
Mstep: Class 29 contains 28912 members 
Mstep: Class 30 contains 52642 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28366 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12889 members 
Mstep: Class 43 contains 23079 members 
Mstep: Class 44 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989408.000000 Penalty: 152474.343750
Iteration 137Q: 45 clusters Score -1.419894e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17215 members 
Mstep: Class 5 contains 43100 members 
Mstep: Class 6 contains 35669 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 14473 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 10314 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 41551 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 59975 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159394 members 
Mstep: Class 21 contains 383029 members 
Mstep: Class 22 contains 68484 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16313 members 
Mstep: Class 26 contains 12467 members 
Mstep: Class 27 contains 8125 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29014 members 
Mstep: Class 30 contains 52616 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 6582 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 28396 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 12978 members 
Mstep: Class 43 contains 23052 members 
Mstep: Class 44 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989632.000000 Penalty: 152474.343750
Iteration 138Q: 45 clusters Score -1.419896e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 43071 members 
Mstep: Class 6 contains 35668 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 10314 members 
Mstep: Class 12 contains 33143 members 
Mstep: Class 13 contains 41554 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 59985 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159384 members 
Mstep: Class 21 contains 382969 members 
Mstep: Class 22 contains 68505 members 
Mstep: Class 23 contains 12010 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16305 members 
Mstep: Class 26 contains 12458 members 
Mstep: Class 27 contains 8123 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29111 members 
Mstep: Class 30 contains 52599 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10523 members 
Mstep: Class 33 contains 6584 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 28415 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 13073 members 
Mstep: Class 43 contains 23024 members 
Mstep: Class 44 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989632.000000 Penalty: 152474.343750
Iteration 139Q: 45 clusters Score -1.419896e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17184 members 
Mstep: Class 5 contains 43044 members 
Mstep: Class 6 contains 35666 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 5890 members 
Mstep: Class 9 contains 14472 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 10313 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 41555 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 60008 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159358 members 
Mstep: Class 21 contains 382933 members 
Mstep: Class 22 contains 68529 members 
Mstep: Class 23 contains 12009 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 16302 members 
Mstep: Class 26 contains 12453 members 
Mstep: Class 27 contains 8120 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29196 members 
Mstep: Class 30 contains 52589 members 
Mstep: Class 31 contains 6507 members 
Mstep: Class 32 contains 10523 members 
Mstep: Class 33 contains 6582 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 28421 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 13179 members 
Mstep: Class 43 contains 23001 members 
Mstep: Class 44 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989872.000000 Penalty: 152474.343750
Iteration 140F: 45 clusters Score -1.419899e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17175 members 
Mstep: Class 5 contains 43009 members 
Mstep: Class 6 contains 35665 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 5892 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 10311 members 
Mstep: Class 12 contains 32940 members 
Mstep: Class 13 contains 41551 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 60045 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159332 members 
Mstep: Class 21 contains 382854 members 
Mstep: Class 22 contains 68552 members 
Mstep: Class 23 contains 12010 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 12451 members 
Mstep: Class 27 contains 8120 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29283 members 
Mstep: Class 30 contains 52580 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 6583 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 28418 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 13304 members 
Mstep: Class 43 contains 22995 members 
Mstep: Class 44 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990480.000000 Penalty: 152474.343750
Iteration 141Q: 45 clusters Score -1.419905e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 42967 members 
Mstep: Class 6 contains 35664 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5893 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 32843 members 
Mstep: Class 13 contains 41552 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 60073 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159303 members 
Mstep: Class 21 contains 382811 members 
Mstep: Class 22 contains 68574 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 12444 members 
Mstep: Class 27 contains 8120 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29375 members 
Mstep: Class 30 contains 52567 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 6584 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6841 members 
Mstep: Class 39 contains 28419 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 13420 members 
Mstep: Class 43 contains 22979 members 
Mstep: Class 44 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990768.000000 Penalty: 152474.343750
Iteration 142Q: 45 clusters Score -1.419908e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17158 members 
Mstep: Class 5 contains 42937 members 
Mstep: Class 6 contains 35663 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 14466 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 32706 members 
Mstep: Class 13 contains 41553 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 60104 members 
Mstep: Class 18 contains 409 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159278 members 
Mstep: Class 21 contains 382766 members 
Mstep: Class 22 contains 68590 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 16300 members 
Mstep: Class 26 contains 12440 members 
Mstep: Class 27 contains 8122 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29457 members 
Mstep: Class 30 contains 52552 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 6582 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28429 members 
Mstep: Class 40 contains 1251 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 13562 members 
Mstep: Class 43 contains 22962 members 
Mstep: Class 44 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990784.000000 Penalty: 152474.343750
Iteration 143Q: 45 clusters Score -1.419908e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 42923 members 
Mstep: Class 6 contains 35660 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5895 members 
Mstep: Class 9 contains 14461 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 32562 members 
Mstep: Class 13 contains 41550 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 60130 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159261 members 
Mstep: Class 21 contains 382737 members 
Mstep: Class 22 contains 68598 members 
Mstep: Class 23 contains 12011 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 12438 members 
Mstep: Class 27 contains 8121 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29529 members 
Mstep: Class 30 contains 52539 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 10529 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6839 members 
Mstep: Class 39 contains 28427 members 
Mstep: Class 40 contains 1252 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 13715 members 
Mstep: Class 43 contains 22943 members 
Mstep: Class 44 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990880.000000 Penalty: 152474.343750
Iteration 144Q: 45 clusters Score -1.419909e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17152 members 
Mstep: Class 5 contains 42911 members 
Mstep: Class 6 contains 35654 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5900 members 
Mstep: Class 9 contains 14459 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 32406 members 
Mstep: Class 13 contains 41548 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 60169 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159252 members 
Mstep: Class 21 contains 382679 members 
Mstep: Class 22 contains 68613 members 
Mstep: Class 23 contains 12011 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 8120 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 29598 members 
Mstep: Class 30 contains 52526 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28435 members 
Mstep: Class 40 contains 1253 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 13861 members 
Mstep: Class 43 contains 22921 members 
Mstep: Class 44 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990976.000000 Penalty: 152474.343750
Iteration 145Q: 45 clusters Score -1.41991e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17149 members 
Mstep: Class 5 contains 42879 members 
Mstep: Class 6 contains 35653 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5906 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 32295 members 
Mstep: Class 13 contains 41543 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 60206 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159239 members 
Mstep: Class 21 contains 382629 members 
Mstep: Class 22 contains 68624 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16299 members 
Mstep: Class 26 contains 12434 members 
Mstep: Class 27 contains 8119 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 29655 members 
Mstep: Class 30 contains 52509 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 10529 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 28449 members 
Mstep: Class 40 contains 1252 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 13986 members 
Mstep: Class 43 contains 22911 members 
Mstep: Class 44 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990880.000000 Penalty: 152474.343750
Iteration 146Q: 45 clusters Score -1.419909e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17148 members 
Mstep: Class 5 contains 42866 members 
Mstep: Class 6 contains 35651 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 14454 members 
Mstep: Class 10 contains 11133 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 32175 members 
Mstep: Class 13 contains 41541 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 60241 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159221 members 
Mstep: Class 21 contains 382600 members 
Mstep: Class 22 contains 68644 members 
Mstep: Class 23 contains 12011 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 12426 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 29677 members 
Mstep: Class 30 contains 52497 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 28460 members 
Mstep: Class 40 contains 1252 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14119 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991024.000000 Penalty: 152474.343750
Iteration 147Q: 45 clusters Score -1.41991e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17141 members 
Mstep: Class 5 contains 42867 members 
Mstep: Class 6 contains 35646 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 32077 members 
Mstep: Class 13 contains 41541 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 60263 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159203 members 
Mstep: Class 21 contains 382556 members 
Mstep: Class 22 contains 68657 members 
Mstep: Class 23 contains 12009 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 12415 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 29721 members 
Mstep: Class 30 contains 52491 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6839 members 
Mstep: Class 39 contains 28467 members 
Mstep: Class 40 contains 1252 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14252 members 
Mstep: Class 43 contains 22890 members 
Mstep: Class 44 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991056.000000 Penalty: 152474.343750
Iteration 148Q: 45 clusters Score -1.419911e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 42851 members 
Mstep: Class 6 contains 35646 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5929 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 11127 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 31950 members 
Mstep: Class 13 contains 41542 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 60282 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159187 members 
Mstep: Class 21 contains 382517 members 
Mstep: Class 22 contains 68668 members 
Mstep: Class 23 contains 12004 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 12410 members 
Mstep: Class 27 contains 8115 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29765 members 
Mstep: Class 30 contains 52485 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6837 members 
Mstep: Class 39 contains 28469 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14397 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991040.000000 Penalty: 152474.343750
Iteration 149Q: 45 clusters Score -1.41991e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17134 members 
Mstep: Class 5 contains 42827 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 31828 members 
Mstep: Class 13 contains 41539 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 60310 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159173 members 
Mstep: Class 21 contains 382493 members 
Mstep: Class 22 contains 68672 members 
Mstep: Class 23 contains 11999 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 12404 members 
Mstep: Class 27 contains 8113 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29804 members 
Mstep: Class 30 contains 52477 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6837 members 
Mstep: Class 39 contains 28478 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14533 members 
Mstep: Class 43 contains 22898 members 
Mstep: Class 44 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991328.000000 Penalty: 152474.343750
Iteration 150Q: 45 clusters Score -1.419913e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17130 members 
Mstep: Class 5 contains 42816 members 
Mstep: Class 6 contains 35641 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 31725 members 
Mstep: Class 13 contains 41536 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 28468 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 60337 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159162 members 
Mstep: Class 21 contains 382461 members 
Mstep: Class 22 contains 68679 members 
Mstep: Class 23 contains 11992 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16272 members 
Mstep: Class 26 contains 12393 members 
Mstep: Class 27 contains 8111 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29832 members 
Mstep: Class 30 contains 52466 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6841 members 
Mstep: Class 39 contains 28494 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14640 members 
Mstep: Class 43 contains 22909 members 
Mstep: Class 44 contains 2087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991552.000000 Penalty: 152474.343750
Iteration 151Q: 45 clusters Score -1.419916e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17128 members 
Mstep: Class 5 contains 42799 members 
Mstep: Class 6 contains 35635 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 14438 members 
Mstep: Class 10 contains 11116 members 
Mstep: Class 11 contains 10296 members 
Mstep: Class 12 contains 31630 members 
Mstep: Class 13 contains 41530 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 60365 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159147 members 
Mstep: Class 21 contains 382427 members 
Mstep: Class 22 contains 68689 members 
Mstep: Class 23 contains 11990 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 12380 members 
Mstep: Class 27 contains 8109 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29868 members 
Mstep: Class 30 contains 52458 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6580 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6842 members 
Mstep: Class 39 contains 28504 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14756 members 
Mstep: Class 43 contains 22905 members 
Mstep: Class 44 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991296.000000 Penalty: 152474.343750
Iteration 152Q: 45 clusters Score -1.419913e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 42773 members 
Mstep: Class 6 contains 35636 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 11113 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 31535 members 
Mstep: Class 13 contains 41526 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159139 members 
Mstep: Class 21 contains 382383 members 
Mstep: Class 22 contains 68701 members 
Mstep: Class 23 contains 11988 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 12373 members 
Mstep: Class 27 contains 8108 members 
Mstep: Class 28 contains 6510 members 
Mstep: Class 29 contains 29898 members 
Mstep: Class 30 contains 52448 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 6578 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6843 members 
Mstep: Class 39 contains 28513 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14870 members 
Mstep: Class 43 contains 22910 members 
Mstep: Class 44 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991392.000000 Penalty: 152474.343750
Iteration 153Q: 45 clusters Score -1.419914e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17124 members 
Mstep: Class 5 contains 42739 members 
Mstep: Class 6 contains 35635 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5959 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 10290 members 
Mstep: Class 12 contains 31422 members 
Mstep: Class 13 contains 41524 members 
Mstep: Class 14 contains 7628 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 60433 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159128 members 
Mstep: Class 21 contains 382333 members 
Mstep: Class 22 contains 68718 members 
Mstep: Class 23 contains 11987 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 12368 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 6511 members 
Mstep: Class 29 contains 29931 members 
Mstep: Class 30 contains 52440 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6579 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6844 members 
Mstep: Class 39 contains 28514 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 14999 members 
Mstep: Class 43 contains 22915 members 
Mstep: Class 44 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991744.000000 Penalty: 152474.343750
Iteration 154Q: 45 clusters Score -1.419917e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17122 members 
Mstep: Class 5 contains 42700 members 
Mstep: Class 6 contains 35635 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 14433 members 
Mstep: Class 10 contains 11111 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 31310 members 
Mstep: Class 13 contains 41523 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28470 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 60462 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159109 members 
Mstep: Class 21 contains 382289 members 
Mstep: Class 22 contains 68728 members 
Mstep: Class 23 contains 11985 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16272 members 
Mstep: Class 26 contains 12367 members 
Mstep: Class 27 contains 8105 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 29974 members 
Mstep: Class 30 contains 52431 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6582 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6843 members 
Mstep: Class 39 contains 28521 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15143 members 
Mstep: Class 43 contains 22913 members 
Mstep: Class 44 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991904.000000 Penalty: 152474.343750
Iteration 155Q: 45 clusters Score -1.419919e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17123 members 
Mstep: Class 5 contains 42666 members 
Mstep: Class 6 contains 35637 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 31191 members 
Mstep: Class 13 contains 41525 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28469 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 60479 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159097 members 
Mstep: Class 21 contains 382261 members 
Mstep: Class 22 contains 68743 members 
Mstep: Class 23 contains 11984 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 12363 members 
Mstep: Class 27 contains 8104 members 
Mstep: Class 28 contains 6513 members 
Mstep: Class 29 contains 30017 members 
Mstep: Class 30 contains 52422 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6842 members 
Mstep: Class 39 contains 28524 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15272 members 
Mstep: Class 43 contains 22909 members 
Mstep: Class 44 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991968.000000 Penalty: 152474.343750
Iteration 156Q: 45 clusters Score -1.41992e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17124 members 
Mstep: Class 5 contains 42635 members 
Mstep: Class 6 contains 35646 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 31067 members 
Mstep: Class 13 contains 41520 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28468 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 60505 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159088 members 
Mstep: Class 21 contains 382235 members 
Mstep: Class 22 contains 68751 members 
Mstep: Class 23 contains 11982 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16282 members 
Mstep: Class 26 contains 12361 members 
Mstep: Class 27 contains 8102 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 30046 members 
Mstep: Class 30 contains 52416 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6842 members 
Mstep: Class 39 contains 28527 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15401 members 
Mstep: Class 43 contains 22908 members 
Mstep: Class 44 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141991872.000000 Penalty: 152474.343750
Iteration 157Q: 45 clusters Score -1.419919e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17123 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 35650 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30940 members 
Mstep: Class 13 contains 41520 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28467 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 60521 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159078 members 
Mstep: Class 21 contains 382215 members 
Mstep: Class 22 contains 68760 members 
Mstep: Class 23 contains 11981 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16284 members 
Mstep: Class 26 contains 12354 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 30070 members 
Mstep: Class 30 contains 52409 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6842 members 
Mstep: Class 39 contains 28535 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15541 members 
Mstep: Class 43 contains 22906 members 
Mstep: Class 44 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992224.000000 Penalty: 152474.343750
Iteration 158Q: 45 clusters Score -1.419922e+08 nChanged 411
Entering ConstructFrom: 
Score: -141992224.000000 Penalty: 152474.343750
Entering ConstructFrom: 
Trying to split cluster 1 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -59359.375000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -59359.38 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 268 members 
Entering Unmasked Estep 
Score: -57821.695312 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -57821.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58103.078125 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -58103.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58217.691406 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -58217.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58299.664062 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -58299.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58356.710938 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -58356.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58412.070312 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -58412.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58446.832031 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -58446.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58481.425781 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -58481.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58500.210938 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -58500.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58518.160156 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -58518.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -58522.496094 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -58522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58530.941406 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -58530.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58540.675781 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -58540.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58545.371094 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -58545.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58545.371094 Penalty: 3124.278809
	Iteration 14F: 3 clusters Score -58545.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -25574.380859 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -25574.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24386.851562 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24386.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24470.068359 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -24470.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24496.724609 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -24496.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24501.666016 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -24501.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24501.666016 Penalty: 2732.656738
	Iteration 4F: 3 clusters Score -24501.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -288718.968750 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -288719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285849.750000 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -285849.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -286391.000000 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -286391 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -286523.593750 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -286523.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -286574.062500 Penalty: 3843.236084
	Iteration 3Q: 3 clusters Score -286574.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -286601.875000 Penalty: 3843.236084
	Iteration 4Q: 3 clusters Score -286601.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286623.281250 Penalty: 3843.236084
	Iteration 5Q: 3 clusters Score -286623.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -286634.343750 Penalty: 3843.236084
	Iteration 6Q: 3 clusters Score -286634.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286644.125000 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -286644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -286654.000000 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -286654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286666.781250 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -286666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286674.687500 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -286674.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286682.937500 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -286682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -286690.156250 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -286690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286692.468750 Penalty: 3843.236084
	Iteration 13Q: 3 clusters Score -286692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -286695.906250 Penalty: 3843.236084
	Iteration 14Q: 3 clusters Score -286695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286699.062500 Penalty: 3843.236084
	Iteration 15Q: 3 clusters Score -286699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286700.812500 Penalty: 3843.236084
	Iteration 16Q: 3 clusters Score -286700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286701.625000 Penalty: 3843.236084
	Iteration 17Q: 3 clusters Score -286701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -286702.187500 Penalty: 3843.236084
	Iteration 18Q: 3 clusters Score -286702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -286702.468750 Penalty: 3843.236084
	Iteration 19Q: 3 clusters Score -286702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -286702.750000 Penalty: 3843.236084
	Iteration 20F: 3 clusters Score -286702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -286703.062500 Penalty: 3843.236084
	Iteration 21Q: 3 clusters Score -286703.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286703.375000 Penalty: 3843.236084
	Iteration 22Q: 3 clusters Score -286703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286703.375000 Penalty: 3843.236084
	Iteration 23F: 3 clusters Score -286703.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Entering Unmasked Estep 
Score: -2178658.000000 Penalty: 2417.519287
	Iteration 0F: 2 clusters Score -2178658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2166399.250000 Penalty: 4835.038574
	Iteration 0F: 3 clusters Score -2166399 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2170393.750000 Penalty: 4835.038574
	Iteration 1F: 3 clusters Score -2170394 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2170801.500000 Penalty: 4835.038574
	Iteration 2F: 3 clusters Score -2170802 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2171192.500000 Penalty: 4835.038574
	Iteration 3F: 3 clusters Score -2171192 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2171580.000000 Penalty: 4835.038574
	Iteration 4Q: 3 clusters Score -2171580 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2172037.250000 Penalty: 4835.038574
	Iteration 5Q: 3 clusters Score -2172037 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2172599.250000 Penalty: 4835.038574
	Iteration 6F: 3 clusters Score -2172599 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2173230.750000 Penalty: 4835.038574
	Iteration 7F: 3 clusters Score -2173231 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2173868.000000 Penalty: 4835.038574
	Iteration 8F: 3 clusters Score -2173868 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2174537.500000 Penalty: 4835.038574
	Iteration 9F: 3 clusters Score -2174538 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2175128.500000 Penalty: 4835.038574
	Iteration 10Q: 3 clusters Score -2175128 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2175649.750000 Penalty: 4835.038574
	Iteration 11Q: 3 clusters Score -2175650 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2176014.750000 Penalty: 4835.038574
	Iteration 12Q: 3 clusters Score -2176015 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2176216.500000 Penalty: 4835.038574
	Iteration 13Q: 3 clusters Score -2176216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2176312.000000 Penalty: 4835.038574
	Iteration 14Q: 3 clusters Score -2176312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2176376.750000 Penalty: 4835.038574
	Iteration 15Q: 3 clusters Score -2176377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2176421.750000 Penalty: 4835.038574
	Iteration 16Q: 3 clusters Score -2176422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2176456.250000 Penalty: 4835.038574
	Iteration 17Q: 3 clusters Score -2176456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2176474.250000 Penalty: 4835.038574
	Iteration 18Q: 3 clusters Score -2176474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2176496.750000 Penalty: 4835.038574
	Iteration 19Q: 3 clusters Score -2176497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2176508.500000 Penalty: 4835.038574
	Iteration 20F: 3 clusters Score -2176508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2176522.250000 Penalty: 4835.038574
	Iteration 21Q: 3 clusters Score -2176522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2176531.750000 Penalty: 4835.038574
	Iteration 22Q: 3 clusters Score -2176532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2176546.750000 Penalty: 4835.038574
	Iteration 23Q: 3 clusters Score -2176547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2176560.500000 Penalty: 4835.038574
	Iteration 24Q: 3 clusters Score -2176560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2176572.750000 Penalty: 4835.038574
	Iteration 25Q: 3 clusters Score -2176573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2176582.500000 Penalty: 4835.038574
	Iteration 26Q: 3 clusters Score -2176582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2176587.250000 Penalty: 4835.038574
	Iteration 27Q: 3 clusters Score -2176587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2176587.750000 Penalty: 4835.038574
	Iteration 28Q: 3 clusters Score -2176588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2176589.500000 Penalty: 4835.038574
	Iteration 29Q: 3 clusters Score -2176590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2176589.750000 Penalty: 4835.038574
	Iteration 30Q: 3 clusters Score -2176590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2176592.250000 Penalty: 4835.038574
	Iteration 31Q: 3 clusters Score -2176592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2176592.250000 Penalty: 4835.038574
	Iteration 32F: 3 clusters Score -2176592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Entering Unmasked Estep 
Score: -5011330.500000 Penalty: 2643.426025
	Iteration 0F: 2 clusters Score -5011330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4982435.000000 Penalty: 5286.852051
	Iteration 0F: 3 clusters Score -4982435 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4993335.000000 Penalty: 5286.852051
	Iteration 1F: 3 clusters Score -4993335 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4994166.000000 Penalty: 5286.852051
	Iteration 2F: 3 clusters Score -4994166 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4995042.000000 Penalty: 5286.852051
	Iteration 3F: 3 clusters Score -4995042 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4996026.500000 Penalty: 5286.852051
	Iteration 4F: 3 clusters Score -4996026 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4997306.000000 Penalty: 5286.852051
	Iteration 5F: 3 clusters Score -4997306 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4998946.000000 Penalty: 5286.852051
	Iteration 6F: 3 clusters Score -4998946 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -5000989.500000 Penalty: 5286.852051
	Iteration 7F: 3 clusters Score -5000990 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5003202.500000 Penalty: 5286.852051
	Iteration 8F: 3 clusters Score -5003202 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5005288.000000 Penalty: 5286.852051
	Iteration 9F: 3 clusters Score -5005288 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5006906.000000 Penalty: 5286.852051
	Iteration 10Q: 3 clusters Score -5006906 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5008119.000000 Penalty: 5286.852051
	Iteration 11Q: 3 clusters Score -5008119 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5009007.000000 Penalty: 5286.852051
	Iteration 12Q: 3 clusters Score -5009007 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -5009643.000000 Penalty: 5286.852051
	Iteration 13Q: 3 clusters Score -5009643 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5010077.000000 Penalty: 5286.852051
	Iteration 14Q: 3 clusters Score -5010077 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5010315.000000 Penalty: 5286.852051
	Iteration 15Q: 3 clusters Score -5010315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5010446.500000 Penalty: 5286.852051
	Iteration 16Q: 3 clusters Score -5010446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5010487.500000 Penalty: 5286.852051
	Iteration 17Q: 3 clusters Score -5010488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5010539.500000 Penalty: 5286.852051
	Iteration 18Q: 3 clusters Score -5010540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5010594.000000 Penalty: 5286.852051
	Iteration 19Q: 3 clusters Score -5010594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5010637.000000 Penalty: 5286.852051
	Iteration 20F: 3 clusters Score -5010637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -5010636.000000 Penalty: 5286.852051
	Iteration 21Q: 3 clusters Score -5010636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5010651.000000 Penalty: 5286.852051
	Iteration 22Q: 3 clusters Score -5010651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5010647.500000 Penalty: 5286.852051
	Iteration 23Q: 3 clusters Score -5010648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5010653.000000 Penalty: 5286.852051
	Iteration 24Q: 3 clusters Score -5010653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5010651.500000 Penalty: 5286.852051
	Iteration 25Q: 3 clusters Score -5010652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5010651.000000 Penalty: 5286.852051
	Iteration 26Q: 3 clusters Score -5010651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5010651.000000 Penalty: 5286.852051
	Iteration 27Q: 3 clusters Score -5010651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -5010659.500000 Penalty: 5286.852051
	Iteration 28Q: 3 clusters Score -5010660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5010660.500000 Penalty: 5286.852051
	Iteration 29Q: 3 clusters Score -5010660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5010659.500000 Penalty: 5286.852051
	Iteration 30Q: 3 clusters Score -5010660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5010662.500000 Penalty: 5286.852051
	Iteration 31Q: 3 clusters Score -5010662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5010664.500000 Penalty: 5286.852051
	Iteration 32Q: 3 clusters Score -5010664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -5010667.000000 Penalty: 5286.852051
	Iteration 33Q: 3 clusters Score -5010667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5010661.500000 Penalty: 5286.852051
	Iteration 34Q: 3 clusters Score -5010662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5010662.000000 Penalty: 5286.852051
	Iteration 35Q: 3 clusters Score -5010662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5010662.000000 Penalty: 5286.852051
	Iteration 36Q: 3 clusters Score -5010662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5010667.000000 Penalty: 5286.852051
	Iteration 37Q: 3 clusters Score -5010667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5010667.000000 Penalty: 5286.852051
	Iteration 38Q: 3 clusters Score -5010667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5010667.000000 Penalty: 5286.852051
	Iteration 39F: 3 clusters Score -5010667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -4402812.000000 Penalty: 2599.392334
	Iteration 0F: 2 clusters Score -4402812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4378626.500000 Penalty: 5198.784668
	Iteration 0F: 3 clusters Score -4378626 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4387913.500000 Penalty: 5198.784668
	Iteration 1F: 3 clusters Score -4387914 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4389012.500000 Penalty: 5198.784668
	Iteration 2F: 3 clusters Score -4389012 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4390069.000000 Penalty: 5198.784668
	Iteration 3F: 3 clusters Score -4390069 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4391210.000000 Penalty: 5198.784668
	Iteration 4F: 3 clusters Score -4391210 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4392395.000000 Penalty: 5198.784668
	Iteration 5F: 3 clusters Score -4392395 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4393667.000000 Penalty: 5198.784668
	Iteration 6F: 3 clusters Score -4393667 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4394890.500000 Penalty: 5198.784668
	Iteration 7F: 3 clusters Score -4394890 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4396049.500000 Penalty: 5198.784668
	Iteration 8Q: 3 clusters Score -4396050 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4396861.500000 Penalty: 5198.784668
	Iteration 9Q: 3 clusters Score -4396862 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4397449.000000 Penalty: 5198.784668
	Iteration 10Q: 3 clusters Score -4397449 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4397796.500000 Penalty: 5198.784668
	Iteration 11Q: 3 clusters Score -4397796 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4398053.000000 Penalty: 5198.784668
	Iteration 12Q: 3 clusters Score -4398053 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4398295.000000 Penalty: 5198.784668
	Iteration 13Q: 3 clusters Score -4398295 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4398529.000000 Penalty: 5198.784668
	Iteration 14Q: 3 clusters Score -4398529 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4398747.500000 Penalty: 5198.784668
	Iteration 15Q: 3 clusters Score -4398748 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4398977.000000 Penalty: 5198.784668
	Iteration 16Q: 3 clusters Score -4398977 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4399218.000000 Penalty: 5198.784668
	Iteration 17Q: 3 clusters Score -4399218 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4399427.000000 Penalty: 5198.784668
	Iteration 18Q: 3 clusters Score -4399427 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4399648.000000 Penalty: 5198.784668
	Iteration 19Q: 3 clusters Score -4399648 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4399816.000000 Penalty: 5198.784668
	Iteration 20F: 3 clusters Score -4399816 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4399981.000000 Penalty: 5198.784668
	Iteration 21Q: 3 clusters Score -4399981 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4400131.000000 Penalty: 5198.784668
	Iteration 22Q: 3 clusters Score -4400131 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4400261.000000 Penalty: 5198.784668
	Iteration 23Q: 3 clusters Score -4400261 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4400379.500000 Penalty: 5198.784668
	Iteration 24Q: 3 clusters Score -4400380 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4400467.000000 Penalty: 5198.784668
	Iteration 25Q: 3 clusters Score -4400467 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4400552.500000 Penalty: 5198.784668
	Iteration 26Q: 3 clusters Score -4400552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4400636.000000 Penalty: 5198.784668
	Iteration 27Q: 3 clusters Score -4400636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4400718.000000 Penalty: 5198.784668
	Iteration 28Q: 3 clusters Score -4400718 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4400782.000000 Penalty: 5198.784668
	Iteration 29Q: 3 clusters Score -4400782 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4400848.500000 Penalty: 5198.784668
	Iteration 30Q: 3 clusters Score -4400848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4400904.000000 Penalty: 5198.784668
	Iteration 31Q: 3 clusters Score -4400904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4400943.500000 Penalty: 5198.784668
	Iteration 32Q: 3 clusters Score -4400944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4400980.500000 Penalty: 5198.784668
	Iteration 33Q: 3 clusters Score -4400980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4400998.500000 Penalty: 5198.784668
	Iteration 34Q: 3 clusters Score -4400998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4401029.500000 Penalty: 5198.784668
	Iteration 35Q: 3 clusters Score -4401030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4401037.500000 Penalty: 5198.784668
	Iteration 36Q: 3 clusters Score -4401038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4401047.000000 Penalty: 5198.784668
	Iteration 37Q: 3 clusters Score -4401047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4401069.500000 Penalty: 5198.784668
	Iteration 38Q: 3 clusters Score -4401070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4401086.500000 Penalty: 5198.784668
	Iteration 39Q: 3 clusters Score -4401086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4401109.500000 Penalty: 5198.784668
	Iteration 40F: 3 clusters Score -4401110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4401120.000000 Penalty: 5198.784668
	Iteration 41Q: 3 clusters Score -4401120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4401153.500000 Penalty: 5198.784668
	Iteration 42Q: 3 clusters Score -4401154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4401185.500000 Penalty: 5198.784668
	Iteration 43Q: 3 clusters Score -4401186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4401207.500000 Penalty: 5198.784668
	Iteration 44Q: 3 clusters Score -4401208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4401238.500000 Penalty: 5198.784668
	Iteration 45Q: 3 clusters Score -4401238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4401270.000000 Penalty: 5198.784668
	Iteration 46Q: 3 clusters Score -4401270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4401294.000000 Penalty: 5198.784668
	Iteration 47Q: 3 clusters Score -4401294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4401322.500000 Penalty: 5198.784668
	Iteration 48Q: 3 clusters Score -4401322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4401367.000000 Penalty: 5198.784668
	Iteration 49Q: 3 clusters Score -4401367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4401395.500000 Penalty: 5198.784668
	Iteration 50Q: 3 clusters Score -4401396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4401427.000000 Penalty: 5198.784668
	Iteration 51Q: 3 clusters Score -4401427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4401448.500000 Penalty: 5198.784668
	Iteration 52Q: 3 clusters Score -4401448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4401451.000000 Penalty: 5198.784668
	Iteration 53Q: 3 clusters Score -4401451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4401467.000000 Penalty: 5198.784668
	Iteration 54Q: 3 clusters Score -4401467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4401478.500000 Penalty: 5198.784668
	Iteration 55Q: 3 clusters Score -4401478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4401480.500000 Penalty: 5198.784668
	Iteration 56Q: 3 clusters Score -4401480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4401481.000000 Penalty: 5198.784668
	Iteration 57Q: 3 clusters Score -4401481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4401484.500000 Penalty: 5198.784668
	Iteration 58Q: 3 clusters Score -4401484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4401502.500000 Penalty: 5198.784668
	Iteration 59Q: 3 clusters Score -4401502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4401502.000000 Penalty: 5198.784668
	Iteration 60F: 3 clusters Score -4401502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4401501.500000 Penalty: 5198.784668
	Iteration 61Q: 3 clusters Score -4401502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4401502.000000 Penalty: 5198.784668
	Iteration 62Q: 3 clusters Score -4401502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4401505.000000 Penalty: 5198.784668
	Iteration 63Q: 3 clusters Score -4401505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4401505.000000 Penalty: 5198.784668
	Iteration 64Q: 3 clusters Score -4401505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4401514.000000 Penalty: 5198.784668
	Iteration 65Q: 3 clusters Score -4401514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4401519.500000 Penalty: 5198.784668
	Iteration 66Q: 3 clusters Score -4401520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4401516.000000 Penalty: 5198.784668
	Iteration 67Q: 3 clusters Score -4401516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4401520.000000 Penalty: 5198.784668
	Iteration 68Q: 3 clusters Score -4401520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4401518.000000 Penalty: 5198.784668
	Iteration 69Q: 3 clusters Score -4401518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4401522.000000 Penalty: 5198.784668
	Iteration 70Q: 3 clusters Score -4401522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4401522.000000 Penalty: 5198.784668
	Iteration 71F: 3 clusters Score -4401522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -144483.781250 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -144483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142441.937500 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -142441.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142904.093750 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -142904.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -143137.140625 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -143137.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -143295.125000 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -143295.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143392.859375 Penalty: 3532.941895
	Iteration 4Q: 3 clusters Score -143392.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143474.734375 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -143474.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143543.062500 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -143543.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143645.156250 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -143645.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143722.953125 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -143723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143763.796875 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -143763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143792.031250 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -143792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -143813.390625 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -143813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143841.062500 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -143841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -143866.937500 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -143866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143881.046875 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -143881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -143884.906250 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -143884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143891.531250 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -143891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143910.015625 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -143910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143913.359375 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -143913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143914.156250 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -143914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143914.156250 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -143914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -644778.312500 Penalty: 2156.734619
	Iteration 0F: 2 clusters Score -644778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -639788.687500 Penalty: 4313.469238
	Iteration 0F: 3 clusters Score -639788.7 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -641307.812500 Penalty: 4313.469238
	Iteration 1F: 3 clusters Score -641307.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -641691.375000 Penalty: 4313.469238
	Iteration 2F: 3 clusters Score -641691.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -641950.750000 Penalty: 4313.469238
	Iteration 3F: 3 clusters Score -641950.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -642170.687500 Penalty: 4313.469238
	Iteration 4F: 3 clusters Score -642170.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -642377.312500 Penalty: 4313.469238
	Iteration 5Q: 3 clusters Score -642377.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -642539.500000 Penalty: 4313.469238
	Iteration 6Q: 3 clusters Score -642539.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -642671.937500 Penalty: 4313.469238
	Iteration 7Q: 3 clusters Score -642671.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -642789.562500 Penalty: 4313.469238
	Iteration 8Q: 3 clusters Score -642789.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -642917.437500 Penalty: 4313.469238
	Iteration 9Q: 3 clusters Score -642917.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -643040.125000 Penalty: 4313.469238
	Iteration 10Q: 3 clusters Score -643040.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -643155.812500 Penalty: 4313.469238
	Iteration 11Q: 3 clusters Score -643155.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -643251.500000 Penalty: 4313.469238
	Iteration 12Q: 3 clusters Score -643251.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -643325.750000 Penalty: 4313.469238
	Iteration 13Q: 3 clusters Score -643325.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -643387.562500 Penalty: 4313.469238
	Iteration 14Q: 3 clusters Score -643387.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -643447.437500 Penalty: 4313.469238
	Iteration 15Q: 3 clusters Score -643447.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -643498.062500 Penalty: 4313.469238
	Iteration 16Q: 3 clusters Score -643498.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -643542.687500 Penalty: 4313.469238
	Iteration 17Q: 3 clusters Score -643542.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -643578.187500 Penalty: 4313.469238
	Iteration 18Q: 3 clusters Score -643578.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -643617.375000 Penalty: 4313.469238
	Iteration 19Q: 3 clusters Score -643617.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -643656.812500 Penalty: 4313.469238
	Iteration 20F: 3 clusters Score -643656.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -643703.187500 Penalty: 4313.469238
	Iteration 21Q: 3 clusters Score -643703.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -643753.750000 Penalty: 4313.469238
	Iteration 22Q: 3 clusters Score -643753.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -643806.687500 Penalty: 4313.469238
	Iteration 23Q: 3 clusters Score -643806.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -643849.875000 Penalty: 4313.469238
	Iteration 24Q: 3 clusters Score -643849.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -643904.500000 Penalty: 4313.469238
	Iteration 25Q: 3 clusters Score -643904.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -643944.562500 Penalty: 4313.469238
	Iteration 26Q: 3 clusters Score -643944.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -643972.687500 Penalty: 4313.469238
	Iteration 27Q: 3 clusters Score -643972.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -643990.937500 Penalty: 4313.469238
	Iteration 28Q: 3 clusters Score -643990.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -644007.187500 Penalty: 4313.469238
	Iteration 29Q: 3 clusters Score -644007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -644018.000000 Penalty: 4313.469238
	Iteration 30Q: 3 clusters Score -644018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -644026.500000 Penalty: 4313.469238
	Iteration 31Q: 3 clusters Score -644026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -644032.312500 Penalty: 4313.469238
	Iteration 32Q: 3 clusters Score -644032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -644034.875000 Penalty: 4313.469238
	Iteration 33Q: 3 clusters Score -644034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -644041.562500 Penalty: 4313.469238
	Iteration 34Q: 3 clusters Score -644041.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -644053.375000 Penalty: 4313.469238
	Iteration 35Q: 3 clusters Score -644053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -644060.250000 Penalty: 4313.469238
	Iteration 36Q: 3 clusters Score -644060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -644064.250000 Penalty: 4313.469238
	Iteration 37Q: 3 clusters Score -644064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -644066.500000 Penalty: 4313.469238
	Iteration 38Q: 3 clusters Score -644066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -644074.125000 Penalty: 4313.469238
	Iteration 39Q: 3 clusters Score -644074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -644084.500000 Penalty: 4313.469238
	Iteration 40F: 3 clusters Score -644084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -644108.687500 Penalty: 4313.469238
	Iteration 41Q: 3 clusters Score -644108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -644119.625000 Penalty: 4313.469238
	Iteration 42Q: 3 clusters Score -644119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -644131.000000 Penalty: 4313.469238
	Iteration 43Q: 3 clusters Score -644131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -644137.750000 Penalty: 4313.469238
	Iteration 44Q: 3 clusters Score -644137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -644143.250000 Penalty: 4313.469238
	Iteration 45Q: 3 clusters Score -644143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -644147.625000 Penalty: 4313.469238
	Iteration 46Q: 3 clusters Score -644147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -644159.500000 Penalty: 4313.469238
	Iteration 47Q: 3 clusters Score -644159.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -644170.687500 Penalty: 4313.469238
	Iteration 48Q: 3 clusters Score -644170.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -644182.500000 Penalty: 4313.469238
	Iteration 49Q: 3 clusters Score -644182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -644194.187500 Penalty: 4313.469238
	Iteration 50Q: 3 clusters Score -644194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -644205.000000 Penalty: 4313.469238
	Iteration 51Q: 3 clusters Score -644205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -644213.375000 Penalty: 4313.469238
	Iteration 52Q: 3 clusters Score -644213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -644220.187500 Penalty: 4313.469238
	Iteration 53Q: 3 clusters Score -644220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -644226.062500 Penalty: 4313.469238
	Iteration 54Q: 3 clusters Score -644226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -644229.000000 Penalty: 4313.469238
	Iteration 55Q: 3 clusters Score -644229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -644232.250000 Penalty: 4313.469238
	Iteration 56Q: 3 clusters Score -644232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -644237.500000 Penalty: 4313.469238
	Iteration 57Q: 3 clusters Score -644237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -644237.062500 Penalty: 4313.469238
	Iteration 58Q: 3 clusters Score -644237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -644239.062500 Penalty: 4313.469238
	Iteration 59Q: 3 clusters Score -644239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -644238.250000 Penalty: 4313.469238
	Iteration 60F: 3 clusters Score -644238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -644245.187500 Penalty: 4313.469238
	Iteration 61Q: 3 clusters Score -644245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -644254.562500 Penalty: 4313.469238
	Iteration 62Q: 3 clusters Score -644254.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -644269.250000 Penalty: 4313.469238
	Iteration 63Q: 3 clusters Score -644269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -644281.250000 Penalty: 4313.469238
	Iteration 64Q: 3 clusters Score -644281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -644296.437500 Penalty: 4313.469238
	Iteration 65Q: 3 clusters Score -644296.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -644309.000000 Penalty: 4313.469238
	Iteration 66Q: 3 clusters Score -644309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -644313.062500 Penalty: 4313.469238
	Iteration 67Q: 3 clusters Score -644313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -644318.125000 Penalty: 4313.469238
	Iteration 68Q: 3 clusters Score -644318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -644322.000000 Penalty: 4313.469238
	Iteration 69Q: 3 clusters Score -644322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -644323.500000 Penalty: 4313.469238
	Iteration 70Q: 3 clusters Score -644323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -644324.437500 Penalty: 4313.469238
	Iteration 71Q: 3 clusters Score -644324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -644326.000000 Penalty: 4313.469238
	Iteration 72Q: 3 clusters Score -644326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -644326.437500 Penalty: 4313.469238
	Iteration 73Q: 3 clusters Score -644326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -644326.750000 Penalty: 4313.469238
	Iteration 74Q: 3 clusters Score -644326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -644328.437500 Penalty: 4313.469238
	Iteration 75Q: 3 clusters Score -644328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -644328.437500 Penalty: 4313.469238
	Iteration 76F: 3 clusters Score -644328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1763084.125000 Penalty: 2375.043213
	Iteration 0F: 2 clusters Score -1763084 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 7265 members 
Entering Unmasked Estep 
Score: -1752619.250000 Penalty: 4750.086426
	Iteration 0F: 3 clusters Score -1752619 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1755995.125000 Penalty: 4750.086426
	Iteration 1F: 3 clusters Score -1755995 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1756507.500000 Penalty: 4750.086426
	Iteration 2F: 3 clusters Score -1756508 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1756947.875000 Penalty: 4750.086426
	Iteration 3F: 3 clusters Score -1756948 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1757363.250000 Penalty: 4750.086426
	Iteration 4F: 3 clusters Score -1757363 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1757720.875000 Penalty: 4750.086426
	Iteration 5Q: 3 clusters Score -1757721 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1758023.125000 Penalty: 4750.086426
	Iteration 6Q: 3 clusters Score -1758023 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1758278.500000 Penalty: 4750.086426
	Iteration 7Q: 3 clusters Score -1758278 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1758486.000000 Penalty: 4750.086426
	Iteration 8Q: 3 clusters Score -1758486 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1758648.875000 Penalty: 4750.086426
	Iteration 9Q: 3 clusters Score -1758649 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1758807.875000 Penalty: 4750.086426
	Iteration 10Q: 3 clusters Score -1758808 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1758942.750000 Penalty: 4750.086426
	Iteration 11Q: 3 clusters Score -1758943 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1759050.625000 Penalty: 4750.086426
	Iteration 12Q: 3 clusters Score -1759051 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1759146.250000 Penalty: 4750.086426
	Iteration 13Q: 3 clusters Score -1759146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1759221.250000 Penalty: 4750.086426
	Iteration 14Q: 3 clusters Score -1759221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1759284.250000 Penalty: 4750.086426
	Iteration 15Q: 3 clusters Score -1759284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1759350.750000 Penalty: 4750.086426
	Iteration 16Q: 3 clusters Score -1759351 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1759416.750000 Penalty: 4750.086426
	Iteration 17Q: 3 clusters Score -1759417 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1759496.125000 Penalty: 4750.086426
	Iteration 18Q: 3 clusters Score -1759496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1759586.375000 Penalty: 4750.086426
	Iteration 19Q: 3 clusters Score -1759586 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1759680.750000 Penalty: 4750.086426
	Iteration 20F: 3 clusters Score -1759681 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1759793.750000 Penalty: 4750.086426
	Iteration 21Q: 3 clusters Score -1759794 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1759911.000000 Penalty: 4750.086426
	Iteration 22Q: 3 clusters Score -1759911 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1760032.500000 Penalty: 4750.086426
	Iteration 23Q: 3 clusters Score -1760032 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1760165.500000 Penalty: 4750.086426
	Iteration 24Q: 3 clusters Score -1760166 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1760298.500000 Penalty: 4750.086426
	Iteration 25Q: 3 clusters Score -1760298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1760423.625000 Penalty: 4750.086426
	Iteration 26Q: 3 clusters Score -1760424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1760570.250000 Penalty: 4750.086426
	Iteration 27Q: 3 clusters Score -1760570 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1760690.375000 Penalty: 4750.086426
	Iteration 28Q: 3 clusters Score -1760690 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1760772.750000 Penalty: 4750.086426
	Iteration 29Q: 3 clusters Score -1760773 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1760871.250000 Penalty: 4750.086426
	Iteration 30Q: 3 clusters Score -1760871 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1760941.000000 Penalty: 4750.086426
	Iteration 31Q: 3 clusters Score -1760941 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1760994.875000 Penalty: 4750.086426
	Iteration 32Q: 3 clusters Score -1760995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1761038.500000 Penalty: 4750.086426
	Iteration 33Q: 3 clusters Score -1761038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1761092.750000 Penalty: 4750.086426
	Iteration 34Q: 3 clusters Score -1761093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1761137.250000 Penalty: 4750.086426
	Iteration 35Q: 3 clusters Score -1761137 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1761175.375000 Penalty: 4750.086426
	Iteration 36Q: 3 clusters Score -1761175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1761195.250000 Penalty: 4750.086426
	Iteration 37Q: 3 clusters Score -1761195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1761217.250000 Penalty: 4750.086426
	Iteration 38Q: 3 clusters Score -1761217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1761240.500000 Penalty: 4750.086426
	Iteration 39Q: 3 clusters Score -1761240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1761258.250000 Penalty: 4750.086426
	Iteration 40F: 3 clusters Score -1761258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1761277.125000 Penalty: 4750.086426
	Iteration 41Q: 3 clusters Score -1761277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1761291.125000 Penalty: 4750.086426
	Iteration 42Q: 3 clusters Score -1761291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1761295.625000 Penalty: 4750.086426
	Iteration 43Q: 3 clusters Score -1761296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1761298.625000 Penalty: 4750.086426
	Iteration 44Q: 3 clusters Score -1761299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1761306.250000 Penalty: 4750.086426
	Iteration 45Q: 3 clusters Score -1761306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1761310.125000 Penalty: 4750.086426
	Iteration 46Q: 3 clusters Score -1761310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1761317.000000 Penalty: 4750.086426
	Iteration 47Q: 3 clusters Score -1761317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1761324.000000 Penalty: 4750.086426
	Iteration 48Q: 3 clusters Score -1761324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1761330.125000 Penalty: 4750.086426
	Iteration 49Q: 3 clusters Score -1761330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1761335.125000 Penalty: 4750.086426
	Iteration 50Q: 3 clusters Score -1761335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1761340.750000 Penalty: 4750.086426
	Iteration 51Q: 3 clusters Score -1761341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1761347.000000 Penalty: 4750.086426
	Iteration 52Q: 3 clusters Score -1761347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1761351.750000 Penalty: 4750.086426
	Iteration 53Q: 3 clusters Score -1761352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1761362.000000 Penalty: 4750.086426
	Iteration 54Q: 3 clusters Score -1761362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1761368.125000 Penalty: 4750.086426
	Iteration 55Q: 3 clusters Score -1761368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1761375.875000 Penalty: 4750.086426
	Iteration 56Q: 3 clusters Score -1761376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1761379.000000 Penalty: 4750.086426
	Iteration 57Q: 3 clusters Score -1761379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1761388.625000 Penalty: 4750.086426
	Iteration 58Q: 3 clusters Score -1761389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1761398.000000 Penalty: 4750.086426
	Iteration 59Q: 3 clusters Score -1761398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1761399.875000 Penalty: 4750.086426
	Iteration 60F: 3 clusters Score -1761400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1761401.500000 Penalty: 4750.086426
	Iteration 61Q: 3 clusters Score -1761402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1761407.500000 Penalty: 4750.086426
	Iteration 62Q: 3 clusters Score -1761408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1761414.250000 Penalty: 4750.086426
	Iteration 63Q: 3 clusters Score -1761414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1761417.875000 Penalty: 4750.086426
	Iteration 64Q: 3 clusters Score -1761418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1761425.500000 Penalty: 4750.086426
	Iteration 65Q: 3 clusters Score -1761426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1761430.125000 Penalty: 4750.086426
	Iteration 66Q: 3 clusters Score -1761430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1761441.000000 Penalty: 4750.086426
	Iteration 67Q: 3 clusters Score -1761441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1761450.625000 Penalty: 4750.086426
	Iteration 68Q: 3 clusters Score -1761451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1761460.250000 Penalty: 4750.086426
	Iteration 69Q: 3 clusters Score -1761460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1761470.000000 Penalty: 4750.086426
	Iteration 70Q: 3 clusters Score -1761470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1761478.750000 Penalty: 4750.086426
	Iteration 71Q: 3 clusters Score -1761479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1761485.625000 Penalty: 4750.086426
	Iteration 72Q: 3 clusters Score -1761486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1761499.375000 Penalty: 4750.086426
	Iteration 73Q: 3 clusters Score -1761499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1761524.250000 Penalty: 4750.086426
	Iteration 74Q: 3 clusters Score -1761524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1761549.875000 Penalty: 4750.086426
	Iteration 75Q: 3 clusters Score -1761550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1761580.875000 Penalty: 4750.086426
	Iteration 76Q: 3 clusters Score -1761581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1761613.875000 Penalty: 4750.086426
	Iteration 77Q: 3 clusters Score -1761614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1761633.500000 Penalty: 4750.086426
	Iteration 78Q: 3 clusters Score -1761634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1761652.375000 Penalty: 4750.086426
	Iteration 79Q: 3 clusters Score -1761652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1761694.625000 Penalty: 4750.086426
	Iteration 80F: 3 clusters Score -1761695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1761751.875000 Penalty: 4750.086426
	Iteration 81Q: 3 clusters Score -1761752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1761801.625000 Penalty: 4750.086426
	Iteration 82Q: 3 clusters Score -1761802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1761858.000000 Penalty: 4750.086426
	Iteration 83Q: 3 clusters Score -1761858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1761925.125000 Penalty: 4750.086426
	Iteration 84Q: 3 clusters Score -1761925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1761998.250000 Penalty: 4750.086426
	Iteration 85Q: 3 clusters Score -1761998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1762064.250000 Penalty: 4750.086426
	Iteration 86Q: 3 clusters Score -1762064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1762111.750000 Penalty: 4750.086426
	Iteration 87Q: 3 clusters Score -1762112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1762151.250000 Penalty: 4750.086426
	Iteration 88Q: 3 clusters Score -1762151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1762191.250000 Penalty: 4750.086426
	Iteration 89Q: 3 clusters Score -1762191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1762213.875000 Penalty: 4750.086426
	Iteration 90Q: 3 clusters Score -1762214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1762227.250000 Penalty: 4750.086426
	Iteration 91Q: 3 clusters Score -1762227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1762239.000000 Penalty: 4750.086426
	Iteration 92Q: 3 clusters Score -1762239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1762246.000000 Penalty: 4750.086426
	Iteration 93Q: 3 clusters Score -1762246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1762249.750000 Penalty: 4750.086426
	Iteration 94Q: 3 clusters Score -1762250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1762248.000000 Penalty: 4750.086426
	Iteration 95Q: 3 clusters Score -1762248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1762252.875000 Penalty: 4750.086426
	Iteration 96Q: 3 clusters Score -1762253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1762252.125000 Penalty: 4750.086426
	Iteration 97Q: 3 clusters Score -1762252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1762252.750000 Penalty: 4750.086426
	Iteration 98Q: 3 clusters Score -1762253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1762276.875000 Penalty: 4750.086426
	Iteration 99F: 3 clusters Score -1762277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1762291.500000 Penalty: 4750.086426
	Iteration 100F: 3 clusters Score -1762292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1762300.500000 Penalty: 4750.086426
	Iteration 101Q: 3 clusters Score -1762300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1762301.750000 Penalty: 4750.086426
	Iteration 102Q: 3 clusters Score -1762302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1762305.750000 Penalty: 4750.086426
	Iteration 103Q: 3 clusters Score -1762306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1762310.125000 Penalty: 4750.086426
	Iteration 104Q: 3 clusters Score -1762310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1762313.125000 Penalty: 4750.086426
	Iteration 105Q: 3 clusters Score -1762313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1762312.250000 Penalty: 4750.086426
	Iteration 106Q: 3 clusters Score -1762312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1762314.875000 Penalty: 4750.086426
	Iteration 107Q: 3 clusters Score -1762315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1762319.750000 Penalty: 4750.086426
	Iteration 108Q: 3 clusters Score -1762320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1762322.125000 Penalty: 4750.086426
	Iteration 109Q: 3 clusters Score -1762322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1762323.875000 Penalty: 4750.086426
	Iteration 110Q: 3 clusters Score -1762324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1762325.125000 Penalty: 4750.086426
	Iteration 111Q: 3 clusters Score -1762325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1762327.000000 Penalty: 4750.086426
	Iteration 112Q: 3 clusters Score -1762327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1762331.625000 Penalty: 4750.086426
	Iteration 113Q: 3 clusters Score -1762332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1762332.125000 Penalty: 4750.086426
	Iteration 114Q: 3 clusters Score -1762332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1762331.250000 Penalty: 4750.086426
	Iteration 115Q: 3 clusters Score -1762331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1762330.750000 Penalty: 4750.086426
	Iteration 116Q: 3 clusters Score -1762331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1762334.750000 Penalty: 4750.086426
	Iteration 117Q: 3 clusters Score -1762335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1762333.625000 Penalty: 4750.086426
	Iteration 118Q: 3 clusters Score -1762334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1762335.250000 Penalty: 4750.086426
	Iteration 119Q: 3 clusters Score -1762335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1762337.875000 Penalty: 4750.086426
	Iteration 120F: 3 clusters Score -1762338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1762338.500000 Penalty: 4750.086426
	Iteration 121Q: 3 clusters Score -1762338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1762338.125000 Penalty: 4750.086426
	Iteration 122Q: 3 clusters Score -1762338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1762338.125000 Penalty: 4750.086426
	Iteration 123F: 3 clusters Score -1762338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Entering Unmasked Estep 
Score: -1343617.250000 Penalty: 2310.246582
	Iteration 0F: 2 clusters Score -1343617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1335183.500000 Penalty: 4620.493164
	Iteration 0F: 3 clusters Score -1335184 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1337779.375000 Penalty: 4620.493164
	Iteration 1F: 3 clusters Score -1337779 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1338390.250000 Penalty: 4620.493164
	Iteration 2F: 3 clusters Score -1338390 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1339134.500000 Penalty: 4620.493164
	Iteration 3F: 3 clusters Score -1339134 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1339903.500000 Penalty: 4620.493164
	Iteration 4F: 3 clusters Score -1339904 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1340578.125000 Penalty: 4620.493164
	Iteration 5F: 3 clusters Score -1340578 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1341083.750000 Penalty: 4620.493164
	Iteration 6F: 3 clusters Score -1341084 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1341439.875000 Penalty: 4620.493164
	Iteration 7Q: 3 clusters Score -1341440 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1341760.750000 Penalty: 4620.493164
	Iteration 8Q: 3 clusters Score -1341761 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1342077.750000 Penalty: 4620.493164
	Iteration 9Q: 3 clusters Score -1342078 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1342417.625000 Penalty: 4620.493164
	Iteration 10Q: 3 clusters Score -1342418 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1342762.000000 Penalty: 4620.493164
	Iteration 11Q: 3 clusters Score -1342762 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1342982.250000 Penalty: 4620.493164
	Iteration 12Q: 3 clusters Score -1342982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1343080.500000 Penalty: 4620.493164
	Iteration 13Q: 3 clusters Score -1343080 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1343118.625000 Penalty: 4620.493164
	Iteration 14Q: 3 clusters Score -1343119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1343137.125000 Penalty: 4620.493164
	Iteration 15Q: 3 clusters Score -1343137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1343150.500000 Penalty: 4620.493164
	Iteration 16Q: 3 clusters Score -1343150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1343153.250000 Penalty: 4620.493164
	Iteration 17Q: 3 clusters Score -1343153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1343156.125000 Penalty: 4620.493164
	Iteration 18Q: 3 clusters Score -1343156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1343157.125000 Penalty: 4620.493164
	Iteration 19Q: 3 clusters Score -1343157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1343158.375000 Penalty: 4620.493164
	Iteration 20F: 3 clusters Score -1343158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1343154.750000 Penalty: 4620.493164
	Iteration 21Q: 3 clusters Score -1343155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1343156.375000 Penalty: 4620.493164
	Iteration 22Q: 3 clusters Score -1343156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1343156.375000 Penalty: 4620.493164
	Iteration 23F: 3 clusters Score -1343156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Entering Unmasked Estep 
Score: -1234533.875000 Penalty: 2291.157715
	Iteration 0F: 2 clusters Score -1234534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1226657.000000 Penalty: 4582.315430
	Iteration 0F: 3 clusters Score -1226657 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1228944.875000 Penalty: 4582.315430
	Iteration 1F: 3 clusters Score -1228945 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1229232.875000 Penalty: 4582.315430
	Iteration 2F: 3 clusters Score -1229233 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1229491.500000 Penalty: 4582.315430
	Iteration 3F: 3 clusters Score -1229492 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1229707.375000 Penalty: 4582.315430
	Iteration 4Q: 3 clusters Score -1229707 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1229907.125000 Penalty: 4582.315430
	Iteration 5Q: 3 clusters Score -1229907 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1230119.875000 Penalty: 4582.315430
	Iteration 6Q: 3 clusters Score -1230120 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1230371.250000 Penalty: 4582.315430
	Iteration 7Q: 3 clusters Score -1230371 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1230662.125000 Penalty: 4582.315430
	Iteration 8Q: 3 clusters Score -1230662 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1230959.250000 Penalty: 4582.315430
	Iteration 9Q: 3 clusters Score -1230959 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1231260.000000 Penalty: 4582.315430
	Iteration 10Q: 3 clusters Score -1231260 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1231507.750000 Penalty: 4582.315430
	Iteration 11Q: 3 clusters Score -1231508 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1231714.250000 Penalty: 4582.315430
	Iteration 12Q: 3 clusters Score -1231714 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1231930.875000 Penalty: 4582.315430
	Iteration 13Q: 3 clusters Score -1231931 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1232180.375000 Penalty: 4582.315430
	Iteration 14Q: 3 clusters Score -1232180 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1232421.750000 Penalty: 4582.315430
	Iteration 15Q: 3 clusters Score -1232422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1232626.625000 Penalty: 4582.315430
	Iteration 16Q: 3 clusters Score -1232627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1232793.375000 Penalty: 4582.315430
	Iteration 17Q: 3 clusters Score -1232793 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1232886.125000 Penalty: 4582.315430
	Iteration 18Q: 3 clusters Score -1232886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1232943.000000 Penalty: 4582.315430
	Iteration 19Q: 3 clusters Score -1232943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1232976.625000 Penalty: 4582.315430
	Iteration 20F: 3 clusters Score -1232977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1233004.250000 Penalty: 4582.315430
	Iteration 21Q: 3 clusters Score -1233004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1233022.375000 Penalty: 4582.315430
	Iteration 22Q: 3 clusters Score -1233022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1233035.500000 Penalty: 4582.315430
	Iteration 23Q: 3 clusters Score -1233036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1233042.875000 Penalty: 4582.315430
	Iteration 24Q: 3 clusters Score -1233043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1233055.250000 Penalty: 4582.315430
	Iteration 25Q: 3 clusters Score -1233055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1233055.875000 Penalty: 4582.315430
	Iteration 26Q: 3 clusters Score -1233056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1233063.875000 Penalty: 4582.315430
	Iteration 27Q: 3 clusters Score -1233064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1233068.625000 Penalty: 4582.315430
	Iteration 28Q: 3 clusters Score -1233069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1233074.125000 Penalty: 4582.315430
	Iteration 29Q: 3 clusters Score -1233074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1233078.375000 Penalty: 4582.315430
	Iteration 30Q: 3 clusters Score -1233078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1233080.625000 Penalty: 4582.315430
	Iteration 31Q: 3 clusters Score -1233081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1233079.250000 Penalty: 4582.315430
	Iteration 32Q: 3 clusters Score -1233079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1233079.250000 Penalty: 4582.315430
	Iteration 33Q: 3 clusters Score -1233079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1233081.375000 Penalty: 4582.315430
	Iteration 34Q: 3 clusters Score -1233081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1233081.375000 Penalty: 4582.315430
	Iteration 35Q: 3 clusters Score -1233081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1233083.250000 Penalty: 4582.315430
	Iteration 36Q: 3 clusters Score -1233083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1233083.000000 Penalty: 4582.315430
	Iteration 37Q: 3 clusters Score -1233083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1233083.000000 Penalty: 4582.315430
	Iteration 38F: 3 clusters Score -1233083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Entering Unmasked Estep 
Score: -3821950.000000 Penalty: 2563.340088
	Iteration 0F: 2 clusters Score -3821950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3800817.250000 Penalty: 5126.680176
	Iteration 0F: 3 clusters Score -3800817 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3808571.000000 Penalty: 5126.680176
	Iteration 1F: 3 clusters Score -3808571 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3809066.000000 Penalty: 5126.680176
	Iteration 2Q: 3 clusters Score -3809066 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3809556.000000 Penalty: 5126.680176
	Iteration 3Q: 3 clusters Score -3809556 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3810045.250000 Penalty: 5126.680176
	Iteration 4Q: 3 clusters Score -3810045 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3810543.500000 Penalty: 5126.680176
	Iteration 5Q: 3 clusters Score -3810544 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3811051.250000 Penalty: 5126.680176
	Iteration 6Q: 3 clusters Score -3811051 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3811714.250000 Penalty: 5126.680176
	Iteration 7Q: 3 clusters Score -3811714 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3812516.250000 Penalty: 5126.680176
	Iteration 8Q: 3 clusters Score -3812516 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3813412.000000 Penalty: 5126.680176
	Iteration 9Q: 3 clusters Score -3813412 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3814332.000000 Penalty: 5126.680176
	Iteration 10Q: 3 clusters Score -3814332 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3815230.750000 Penalty: 5126.680176
	Iteration 11Q: 3 clusters Score -3815231 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3816008.750000 Penalty: 5126.680176
	Iteration 12Q: 3 clusters Score -3816009 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3816634.500000 Penalty: 5126.680176
	Iteration 13Q: 3 clusters Score -3816634 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3817141.250000 Penalty: 5126.680176
	Iteration 14Q: 3 clusters Score -3817141 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3817566.000000 Penalty: 5126.680176
	Iteration 15Q: 3 clusters Score -3817566 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3817925.750000 Penalty: 5126.680176
	Iteration 16Q: 3 clusters Score -3817926 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3818177.500000 Penalty: 5126.680176
	Iteration 17Q: 3 clusters Score -3818178 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3818436.250000 Penalty: 5126.680176
	Iteration 18Q: 3 clusters Score -3818436 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3818670.750000 Penalty: 5126.680176
	Iteration 19Q: 3 clusters Score -3818671 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3818935.000000 Penalty: 5126.680176
	Iteration 20F: 3 clusters Score -3818935 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3819142.500000 Penalty: 5126.680176
	Iteration 21Q: 3 clusters Score -3819142 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3819313.500000 Penalty: 5126.680176
	Iteration 22Q: 3 clusters Score -3819314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3819438.500000 Penalty: 5126.680176
	Iteration 23Q: 3 clusters Score -3819438 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3819524.500000 Penalty: 5126.680176
	Iteration 24Q: 3 clusters Score -3819524 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3819584.000000 Penalty: 5126.680176
	Iteration 25Q: 3 clusters Score -3819584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3819652.500000 Penalty: 5126.680176
	Iteration 26Q: 3 clusters Score -3819652 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3819708.000000 Penalty: 5126.680176
	Iteration 27Q: 3 clusters Score -3819708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3819752.000000 Penalty: 5126.680176
	Iteration 28Q: 3 clusters Score -3819752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3819777.000000 Penalty: 5126.680176
	Iteration 29Q: 3 clusters Score -3819777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3819806.250000 Penalty: 5126.680176
	Iteration 30Q: 3 clusters Score -3819806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3819822.250000 Penalty: 5126.680176
	Iteration 31Q: 3 clusters Score -3819822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3819837.000000 Penalty: 5126.680176
	Iteration 32Q: 3 clusters Score -3819837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3819854.500000 Penalty: 5126.680176
	Iteration 33Q: 3 clusters Score -3819854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3819876.500000 Penalty: 5126.680176
	Iteration 34Q: 3 clusters Score -3819876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3819883.250000 Penalty: 5126.680176
	Iteration 35Q: 3 clusters Score -3819883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3819888.750000 Penalty: 5126.680176
	Iteration 36Q: 3 clusters Score -3819889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3819888.750000 Penalty: 5126.680176
	Iteration 37Q: 3 clusters Score -3819889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3819903.250000 Penalty: 5126.680176
	Iteration 38Q: 3 clusters Score -3819903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3819909.000000 Penalty: 5126.680176
	Iteration 39Q: 3 clusters Score -3819909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3819915.000000 Penalty: 5126.680176
	Iteration 40F: 3 clusters Score -3819915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3819920.000000 Penalty: 5126.680176
	Iteration 41Q: 3 clusters Score -3819920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3819920.750000 Penalty: 5126.680176
	Iteration 42Q: 3 clusters Score -3819921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3819920.000000 Penalty: 5126.680176
	Iteration 43Q: 3 clusters Score -3819920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3819919.500000 Penalty: 5126.680176
	Iteration 44Q: 3 clusters Score -3819920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3819922.750000 Penalty: 5126.680176
	Iteration 45Q: 3 clusters Score -3819923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3819924.000000 Penalty: 5126.680176
	Iteration 46Q: 3 clusters Score -3819924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3819923.500000 Penalty: 5126.680176
	Iteration 47Q: 3 clusters Score -3819924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3819918.000000 Penalty: 5126.680176
	Iteration 48Q: 3 clusters Score -3819918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3819922.500000 Penalty: 5126.680176
	Iteration 49Q: 3 clusters Score -3819922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3819920.750000 Penalty: 5126.680176
	Iteration 50Q: 3 clusters Score -3819921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3819916.750000 Penalty: 5126.680176
	Iteration 51Q: 3 clusters Score -3819917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3819915.500000 Penalty: 5126.680176
	Iteration 52Q: 3 clusters Score -3819916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3819920.500000 Penalty: 5126.680176
	Iteration 53Q: 3 clusters Score -3819920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3819921.750000 Penalty: 5126.680176
	Iteration 54Q: 3 clusters Score -3819922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3819921.750000 Penalty: 5126.680176
	Iteration 55F: 3 clusters Score -3819922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Entering Unmasked Estep 
Score: -5155800.000000 Penalty: 2637.202881
	Iteration 0F: 2 clusters Score -5155800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5127630.500000 Penalty: 5274.405762
	Iteration 0F: 3 clusters Score -5127630 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5138129.000000 Penalty: 5274.405762
	Iteration 1F: 3 clusters Score -5138129 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5138761.000000 Penalty: 5274.405762
	Iteration 2Q: 3 clusters Score -5138761 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5139438.000000 Penalty: 5274.405762
	Iteration 3Q: 3 clusters Score -5139438 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -5140283.000000 Penalty: 5274.405762
	Iteration 4Q: 3 clusters Score -5140283 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -5141490.000000 Penalty: 5274.405762
	Iteration 5F: 3 clusters Score -5141490 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5143099.000000 Penalty: 5274.405762
	Iteration 6F: 3 clusters Score -5143099 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5144919.500000 Penalty: 5274.405762
	Iteration 7F: 3 clusters Score -5144920 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5146608.500000 Penalty: 5274.405762
	Iteration 8F: 3 clusters Score -5146608 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -5147991.000000 Penalty: 5274.405762
	Iteration 9F: 3 clusters Score -5147991 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5149070.000000 Penalty: 5274.405762
	Iteration 10Q: 3 clusters Score -5149070 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5149908.500000 Penalty: 5274.405762
	Iteration 11Q: 3 clusters Score -5149908 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5150592.500000 Penalty: 5274.405762
	Iteration 12Q: 3 clusters Score -5150592 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5151217.000000 Penalty: 5274.405762
	Iteration 13Q: 3 clusters Score -5151217 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5151698.000000 Penalty: 5274.405762
	Iteration 14Q: 3 clusters Score -5151698 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5152127.500000 Penalty: 5274.405762
	Iteration 15Q: 3 clusters Score -5152128 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5152491.000000 Penalty: 5274.405762
	Iteration 16Q: 3 clusters Score -5152491 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5152793.500000 Penalty: 5274.405762
	Iteration 17Q: 3 clusters Score -5152794 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5153024.500000 Penalty: 5274.405762
	Iteration 18Q: 3 clusters Score -5153024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5153169.000000 Penalty: 5274.405762
	Iteration 19Q: 3 clusters Score -5153169 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5153261.000000 Penalty: 5274.405762
	Iteration 20F: 3 clusters Score -5153261 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5153341.500000 Penalty: 5274.405762
	Iteration 21Q: 3 clusters Score -5153342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5153416.000000 Penalty: 5274.405762
	Iteration 22Q: 3 clusters Score -5153416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5153456.500000 Penalty: 5274.405762
	Iteration 23Q: 3 clusters Score -5153456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5153487.000000 Penalty: 5274.405762
	Iteration 24Q: 3 clusters Score -5153487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5153515.500000 Penalty: 5274.405762
	Iteration 25Q: 3 clusters Score -5153516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5153530.000000 Penalty: 5274.405762
	Iteration 26Q: 3 clusters Score -5153530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5153550.500000 Penalty: 5274.405762
	Iteration 27Q: 3 clusters Score -5153550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5153553.500000 Penalty: 5274.405762
	Iteration 28Q: 3 clusters Score -5153554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5153566.500000 Penalty: 5274.405762
	Iteration 29Q: 3 clusters Score -5153566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5153570.000000 Penalty: 5274.405762
	Iteration 30Q: 3 clusters Score -5153570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5153591.500000 Penalty: 5274.405762
	Iteration 31Q: 3 clusters Score -5153592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5153592.500000 Penalty: 5274.405762
	Iteration 32Q: 3 clusters Score -5153592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5153602.500000 Penalty: 5274.405762
	Iteration 33Q: 3 clusters Score -5153602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5153604.500000 Penalty: 5274.405762
	Iteration 34Q: 3 clusters Score -5153604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5153612.500000 Penalty: 5274.405762
	Iteration 35Q: 3 clusters Score -5153612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5153612.500000 Penalty: 5274.405762
	Iteration 36Q: 3 clusters Score -5153612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5153612.000000 Penalty: 5274.405762
	Iteration 37Q: 3 clusters Score -5153612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5153618.500000 Penalty: 5274.405762
	Iteration 38Q: 3 clusters Score -5153618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5153627.000000 Penalty: 5274.405762
	Iteration 39Q: 3 clusters Score -5153627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5153625.500000 Penalty: 5274.405762
	Iteration 40F: 3 clusters Score -5153626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5153625.000000 Penalty: 5274.405762
	Iteration 41Q: 3 clusters Score -5153625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5153632.000000 Penalty: 5274.405762
	Iteration 42Q: 3 clusters Score -5153632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5153637.000000 Penalty: 5274.405762
	Iteration 43Q: 3 clusters Score -5153637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5153638.500000 Penalty: 5274.405762
	Iteration 44Q: 3 clusters Score -5153638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5153642.500000 Penalty: 5274.405762
	Iteration 45Q: 3 clusters Score -5153642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5153645.000000 Penalty: 5274.405762
	Iteration 46Q: 3 clusters Score -5153645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5153641.500000 Penalty: 5274.405762
	Iteration 47Q: 3 clusters Score -5153642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5153638.500000 Penalty: 5274.405762
	Iteration 48Q: 3 clusters Score -5153638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5153644.500000 Penalty: 5274.405762
	Iteration 49Q: 3 clusters Score -5153644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5153641.500000 Penalty: 5274.405762
	Iteration 50Q: 3 clusters Score -5153642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5153645.000000 Penalty: 5274.405762
	Iteration 51Q: 3 clusters Score -5153645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5153650.000000 Penalty: 5274.405762
	Iteration 52Q: 3 clusters Score -5153650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5153650.000000 Penalty: 5274.405762
	Iteration 53F: 3 clusters Score -5153650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Entering Unmasked Estep 
Score: -932775.250000 Penalty: 2216.950928
	Iteration 0F: 2 clusters Score -932775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -926614.000000 Penalty: 4433.901855
	Iteration 0F: 3 clusters Score -926614 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -928434.000000 Penalty: 4433.901855
	Iteration 1F: 3 clusters Score -928434 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -928763.812500 Penalty: 4433.901855
	Iteration 2F: 3 clusters Score -928763.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -928995.812500 Penalty: 4433.901855
	Iteration 3F: 3 clusters Score -928995.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -929174.687500 Penalty: 4433.901855
	Iteration 4Q: 3 clusters Score -929174.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -929352.937500 Penalty: 4433.901855
	Iteration 5Q: 3 clusters Score -929352.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -929531.000000 Penalty: 4433.901855
	Iteration 6Q: 3 clusters Score -929531 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -929687.187500 Penalty: 4433.901855
	Iteration 7Q: 3 clusters Score -929687.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -929857.937500 Penalty: 4433.901855
	Iteration 8Q: 3 clusters Score -929857.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -930020.625000 Penalty: 4433.901855
	Iteration 9Q: 3 clusters Score -930020.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -930189.125000 Penalty: 4433.901855
	Iteration 10Q: 3 clusters Score -930189.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -930349.250000 Penalty: 4433.901855
	Iteration 11Q: 3 clusters Score -930349.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -930493.000000 Penalty: 4433.901855
	Iteration 12Q: 3 clusters Score -930493 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -930676.750000 Penalty: 4433.901855
	Iteration 13Q: 3 clusters Score -930676.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -930854.125000 Penalty: 4433.901855
	Iteration 14Q: 3 clusters Score -930854.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -931049.750000 Penalty: 4433.901855
	Iteration 15Q: 3 clusters Score -931049.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -931274.125000 Penalty: 4433.901855
	Iteration 16Q: 3 clusters Score -931274.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -931417.187500 Penalty: 4433.901855
	Iteration 17Q: 3 clusters Score -931417.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -931539.000000 Penalty: 4433.901855
	Iteration 18Q: 3 clusters Score -931539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -931593.187500 Penalty: 4433.901855
	Iteration 19Q: 3 clusters Score -931593.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -931610.750000 Penalty: 4433.901855
	Iteration 20F: 3 clusters Score -931610.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -931619.500000 Penalty: 4433.901855
	Iteration 21Q: 3 clusters Score -931619.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -931625.375000 Penalty: 4433.901855
	Iteration 22Q: 3 clusters Score -931625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -931628.625000 Penalty: 4433.901855
	Iteration 23Q: 3 clusters Score -931628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -931628.812500 Penalty: 4433.901855
	Iteration 24Q: 3 clusters Score -931628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -931628.062500 Penalty: 4433.901855
	Iteration 25Q: 3 clusters Score -931628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -931629.375000 Penalty: 4433.901855
	Iteration 26Q: 3 clusters Score -931629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -931634.000000 Penalty: 4433.901855
	Iteration 27Q: 3 clusters Score -931634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -931633.312500 Penalty: 4433.901855
	Iteration 28Q: 3 clusters Score -931633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -931633.312500 Penalty: 4433.901855
	Iteration 29F: 3 clusters Score -931633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Entering Unmasked Estep 
Score: -3509088.750000 Penalty: 2543.603516
	Iteration 0F: 2 clusters Score -3509089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3489585.500000 Penalty: 5087.207031
	Iteration 0F: 3 clusters Score -3489586 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3496468.750000 Penalty: 5087.207031
	Iteration 1F: 3 clusters Score -3496469 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3497133.750000 Penalty: 5087.207031
	Iteration 2F: 3 clusters Score -3497134 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3497847.000000 Penalty: 5087.207031
	Iteration 3F: 3 clusters Score -3497847 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3498630.000000 Penalty: 5087.207031
	Iteration 4F: 3 clusters Score -3498630 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3499578.500000 Penalty: 5087.207031
	Iteration 5F: 3 clusters Score -3499578 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3500639.000000 Penalty: 5087.207031
	Iteration 6F: 3 clusters Score -3500639 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3501742.750000 Penalty: 5087.207031
	Iteration 7F: 3 clusters Score -3501743 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3502681.500000 Penalty: 5087.207031
	Iteration 8F: 3 clusters Score -3502682 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3503515.500000 Penalty: 5087.207031
	Iteration 9F: 3 clusters Score -3503516 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3504172.250000 Penalty: 5087.207031
	Iteration 10Q: 3 clusters Score -3504172 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3504595.000000 Penalty: 5087.207031
	Iteration 11Q: 3 clusters Score -3504595 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3504928.000000 Penalty: 5087.207031
	Iteration 12Q: 3 clusters Score -3504928 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3505209.500000 Penalty: 5087.207031
	Iteration 13Q: 3 clusters Score -3505210 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3505474.000000 Penalty: 5087.207031
	Iteration 14Q: 3 clusters Score -3505474 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3505687.250000 Penalty: 5087.207031
	Iteration 15Q: 3 clusters Score -3505687 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3505936.000000 Penalty: 5087.207031
	Iteration 16Q: 3 clusters Score -3505936 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3506170.250000 Penalty: 5087.207031
	Iteration 17Q: 3 clusters Score -3506170 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3506371.750000 Penalty: 5087.207031
	Iteration 18Q: 3 clusters Score -3506372 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3506539.500000 Penalty: 5087.207031
	Iteration 19Q: 3 clusters Score -3506540 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3506728.250000 Penalty: 5087.207031
	Iteration 20F: 3 clusters Score -3506728 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3506915.000000 Penalty: 5087.207031
	Iteration 21Q: 3 clusters Score -3506915 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3507108.500000 Penalty: 5087.207031
	Iteration 22Q: 3 clusters Score -3507108 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3507283.500000 Penalty: 5087.207031
	Iteration 23Q: 3 clusters Score -3507284 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3507401.500000 Penalty: 5087.207031
	Iteration 24Q: 3 clusters Score -3507402 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3507543.500000 Penalty: 5087.207031
	Iteration 25Q: 3 clusters Score -3507544 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3507662.750000 Penalty: 5087.207031
	Iteration 26Q: 3 clusters Score -3507663 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3507764.500000 Penalty: 5087.207031
	Iteration 27Q: 3 clusters Score -3507764 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3507866.000000 Penalty: 5087.207031
	Iteration 28Q: 3 clusters Score -3507866 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3507957.500000 Penalty: 5087.207031
	Iteration 29Q: 3 clusters Score -3507958 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3508007.250000 Penalty: 5087.207031
	Iteration 30Q: 3 clusters Score -3508007 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3508061.250000 Penalty: 5087.207031
	Iteration 31Q: 3 clusters Score -3508061 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3508106.750000 Penalty: 5087.207031
	Iteration 32Q: 3 clusters Score -3508107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3508177.250000 Penalty: 5087.207031
	Iteration 33Q: 3 clusters Score -3508177 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3508221.250000 Penalty: 5087.207031
	Iteration 34Q: 3 clusters Score -3508221 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3508271.250000 Penalty: 5087.207031
	Iteration 35Q: 3 clusters Score -3508271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3508299.250000 Penalty: 5087.207031
	Iteration 36Q: 3 clusters Score -3508299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3508320.250000 Penalty: 5087.207031
	Iteration 37Q: 3 clusters Score -3508320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3508344.500000 Penalty: 5087.207031
	Iteration 38Q: 3 clusters Score -3508344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3508344.000000 Penalty: 5087.207031
	Iteration 39Q: 3 clusters Score -3508344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3508364.000000 Penalty: 5087.207031
	Iteration 40F: 3 clusters Score -3508364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3508356.000000 Penalty: 5087.207031
	Iteration 41Q: 3 clusters Score -3508356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3508374.250000 Penalty: 5087.207031
	Iteration 42Q: 3 clusters Score -3508374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3508386.000000 Penalty: 5087.207031
	Iteration 43Q: 3 clusters Score -3508386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3508381.000000 Penalty: 5087.207031
	Iteration 44Q: 3 clusters Score -3508381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3508382.000000 Penalty: 5087.207031
	Iteration 45Q: 3 clusters Score -3508382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3508389.250000 Penalty: 5087.207031
	Iteration 46Q: 3 clusters Score -3508389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3508387.250000 Penalty: 5087.207031
	Iteration 47Q: 3 clusters Score -3508387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3508386.000000 Penalty: 5087.207031
	Iteration 48Q: 3 clusters Score -3508386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3508384.250000 Penalty: 5087.207031
	Iteration 49Q: 3 clusters Score -3508384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3508387.500000 Penalty: 5087.207031
	Iteration 50Q: 3 clusters Score -3508388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3508380.000000 Penalty: 5087.207031
	Iteration 51Q: 3 clusters Score -3508380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3508386.250000 Penalty: 5087.207031
	Iteration 52Q: 3 clusters Score -3508386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3508386.750000 Penalty: 5087.207031
	Iteration 53Q: 3 clusters Score -3508387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3508384.500000 Penalty: 5087.207031
	Iteration 54Q: 3 clusters Score -3508384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3508384.500000 Penalty: 5087.207031
	Iteration 55Q: 3 clusters Score -3508384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3508388.500000 Penalty: 5087.207031
	Iteration 56Q: 3 clusters Score -3508388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3508384.000000 Penalty: 5087.207031
	Iteration 57Q: 3 clusters Score -3508384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3508384.000000 Penalty: 5087.207031
	Iteration 58F: 3 clusters Score -3508384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -290962.875000 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -290962.9 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 1290 members 
Entering Unmasked Estep 
Score: -287989.437500 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -287989.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288676.031250 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -288676 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -289100.156250 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -289100.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289516.718750 Penalty: 3898.077393
	Iteration 3F: 3 clusters Score -289516.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289796.968750 Penalty: 3898.077393
	Iteration 4F: 3 clusters Score -289797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290046.593750 Penalty: 3898.077393
	Iteration 5F: 3 clusters Score -290046.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -290267.625000 Penalty: 3898.077393
	Iteration 6F: 3 clusters Score -290267.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -290411.906250 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -290411.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -290477.375000 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -290477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -290529.625000 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -290529.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -290568.968750 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -290569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -290607.468750 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -290607.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -290629.687500 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -290629.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -290650.750000 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -290650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -290667.531250 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -290667.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -290690.156250 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -290690.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290710.281250 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -290710.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -290719.156250 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -290719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290721.843750 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -290721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290722.687500 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -290722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290723.687500 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -290723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290723.906250 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -290723.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290723.906250 Penalty: 3898.077393
	Iteration 22F: 3 clusters Score -290723.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Entering Unmasked Estep 
Score: -7624615.500000 Penalty: 2730.783691
	Iteration 0F: 2 clusters Score -7624616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -7583858.000000 Penalty: 5461.567383
	Iteration 0F: 3 clusters Score -7583858 nChanged 28219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7599489.500000 Penalty: 5461.567383
	Iteration 1F: 3 clusters Score -7599490 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7600198.000000 Penalty: 5461.567383
	Iteration 2Q: 3 clusters Score -7600198 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7601172.000000 Penalty: 5461.567383
	Iteration 3Q: 3 clusters Score -7601172 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7602623.500000 Penalty: 5461.567383
	Iteration 4F: 3 clusters Score -7602624 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7604883.500000 Penalty: 5461.567383
	Iteration 5F: 3 clusters Score -7604884 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -7607995.000000 Penalty: 5461.567383
	Iteration 6F: 3 clusters Score -7607995 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -7611739.000000 Penalty: 5461.567383
	Iteration 7F: 3 clusters Score -7611739 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -7615545.000000 Penalty: 5461.567383
	Iteration 8F: 3 clusters Score -7615545 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -7618455.000000 Penalty: 5461.567383
	Iteration 9F: 3 clusters Score -7618455 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7620300.000000 Penalty: 5461.567383
	Iteration 10Q: 3 clusters Score -7620300 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -7621290.000000 Penalty: 5461.567383
	Iteration 11Q: 3 clusters Score -7621290 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -7621776.500000 Penalty: 5461.567383
	Iteration 12Q: 3 clusters Score -7621776 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -7622005.500000 Penalty: 5461.567383
	Iteration 13Q: 3 clusters Score -7622006 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -7622129.000000 Penalty: 5461.567383
	Iteration 14Q: 3 clusters Score -7622129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7622177.500000 Penalty: 5461.567383
	Iteration 15Q: 3 clusters Score -7622178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -7622213.000000 Penalty: 5461.567383
	Iteration 16Q: 3 clusters Score -7622213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -7622236.500000 Penalty: 5461.567383
	Iteration 17Q: 3 clusters Score -7622236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -7622259.000000 Penalty: 5461.567383
	Iteration 18Q: 3 clusters Score -7622259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7622270.000000 Penalty: 5461.567383
	Iteration 19Q: 3 clusters Score -7622270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7622298.000000 Penalty: 5461.567383
	Iteration 20F: 3 clusters Score -7622298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -7622320.000000 Penalty: 5461.567383
	Iteration 21Q: 3 clusters Score -7622320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -7622335.000000 Penalty: 5461.567383
	Iteration 22Q: 3 clusters Score -7622335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -7622342.000000 Penalty: 5461.567383
	Iteration 23Q: 3 clusters Score -7622342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -7622354.500000 Penalty: 5461.567383
	Iteration 24Q: 3 clusters Score -7622354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -7622378.500000 Penalty: 5461.567383
	Iteration 25Q: 3 clusters Score -7622378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -7622386.500000 Penalty: 5461.567383
	Iteration 26Q: 3 clusters Score -7622386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -7622390.000000 Penalty: 5461.567383
	Iteration 27Q: 3 clusters Score -7622390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -7622392.500000 Penalty: 5461.567383
	Iteration 28Q: 3 clusters Score -7622392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -7622399.000000 Penalty: 5461.567383
	Iteration 29Q: 3 clusters Score -7622399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -7622397.000000 Penalty: 5461.567383
	Iteration 30Q: 3 clusters Score -7622397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7622405.000000 Penalty: 5461.567383
	Iteration 31Q: 3 clusters Score -7622405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -7622403.500000 Penalty: 5461.567383
	Iteration 32Q: 3 clusters Score -7622404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7622400.500000 Penalty: 5461.567383
	Iteration 33Q: 3 clusters Score -7622400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -7622397.000000 Penalty: 5461.567383
	Iteration 34Q: 3 clusters Score -7622397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -7622400.000000 Penalty: 5461.567383
	Iteration 35Q: 3 clusters Score -7622400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -7622403.500000 Penalty: 5461.567383
	Iteration 36Q: 3 clusters Score -7622404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -7622410.000000 Penalty: 5461.567383
	Iteration 37Q: 3 clusters Score -7622410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -7622408.000000 Penalty: 5461.567383
	Iteration 38Q: 3 clusters Score -7622408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7622408.500000 Penalty: 5461.567383
	Iteration 39Q: 3 clusters Score -7622408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -7622407.500000 Penalty: 5461.567383
	Iteration 40F: 3 clusters Score -7622408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7622403.500000 Penalty: 5461.567383
	Iteration 41Q: 3 clusters Score -7622404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7622403.500000 Penalty: 5461.567383
	Iteration 42F: 3 clusters Score -7622404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -36446.355469 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -36446.36 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 201 members 
Entering Unmasked Estep 
Score: -35196.519531 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -35196.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35484.875000 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -35484.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35757.828125 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -35757.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36207.101562 Penalty: 2981.588623
	Iteration 3F: 3 clusters Score -36207.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36453.644531 Penalty: 2981.588623
	Iteration 4F: 3 clusters Score -36453.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36746.011719 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -36746.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36844.660156 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -36844.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36910.171875 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -36910.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36929.058594 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -36929.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36939.265625 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -36939.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36949.886719 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -36949.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36964.304688 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -36964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36973.007812 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -36973.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36973.894531 Penalty: 2981.588623
	Iteration 13F: 3 clusters Score -36973.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37016.777344 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -37016.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37052.667969 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -37052.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37108.449219 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -37108.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37225.660156 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -37225.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37327.445312 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -37327.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37400.367188 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -37400.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37412.582031 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -37412.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 382182 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 8100 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 116 members 
Entering Unmasked Estep 
Score: -141991440.000000 Penalty: 155939.671875
Splitting cluster 18 changes total score from -141992224.000000 to -141991440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -327175.593750 Penalty: 1960.366577
	Iteration 0F: 2 clusters Score -327175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -324069.812500 Penalty: 3920.733154
	Iteration 0F: 3 clusters Score -324069.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -324657.250000 Penalty: 3920.733154
	Iteration 1F: 3 clusters Score -324657.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -324815.906250 Penalty: 3920.733154
	Iteration 2F: 3 clusters Score -324815.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -324906.593750 Penalty: 3920.733154
	Iteration 3Q: 3 clusters Score -324906.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -324957.562500 Penalty: 3920.733154
	Iteration 4Q: 3 clusters Score -324957.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -324994.437500 Penalty: 3920.733154
	Iteration 5Q: 3 clusters Score -324994.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -325018.218750 Penalty: 3920.733154
	Iteration 6Q: 3 clusters Score -325018.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325036.781250 Penalty: 3920.733154
	Iteration 7Q: 3 clusters Score -325036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -325047.031250 Penalty: 3920.733154
	Iteration 8Q: 3 clusters Score -325047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325057.718750 Penalty: 3920.733154
	Iteration 9Q: 3 clusters Score -325057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -325070.875000 Penalty: 3920.733154
	Iteration 10Q: 3 clusters Score -325070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325079.656250 Penalty: 3920.733154
	Iteration 11Q: 3 clusters Score -325079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -325086.187500 Penalty: 3920.733154
	Iteration 12Q: 3 clusters Score -325086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -325090.593750 Penalty: 3920.733154
	Iteration 13Q: 3 clusters Score -325090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -325095.468750 Penalty: 3920.733154
	Iteration 14Q: 3 clusters Score -325095.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325101.718750 Penalty: 3920.733154
	Iteration 15Q: 3 clusters Score -325101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -325105.187500 Penalty: 3920.733154
	Iteration 16Q: 3 clusters Score -325105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325108.093750 Penalty: 3920.733154
	Iteration 17Q: 3 clusters Score -325108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325110.625000 Penalty: 3920.733154
	Iteration 18Q: 3 clusters Score -325110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325112.906250 Penalty: 3920.733154
	Iteration 19Q: 3 clusters Score -325112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325112.906250 Penalty: 3920.733154
	Iteration 20F: 3 clusters Score -325112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Entering Unmasked Estep 
Score: -19683174.000000 Penalty: 2970.322266
	Iteration 0F: 2 clusters Score -1.968317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -19576678.000000 Penalty: 5940.644531
	Iteration 0F: 3 clusters Score -1.957668e+07 nChanged 76089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -19620342.000000 Penalty: 5940.644531
	Iteration 1F: 3 clusters Score -1.962034e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -19621202.000000 Penalty: 5940.644531
	Iteration 2Q: 3 clusters Score -1.96212e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -19622246.000000 Penalty: 5940.644531
	Iteration 3Q: 3 clusters Score -1.962225e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -19623692.000000 Penalty: 5940.644531
	Iteration 4Q: 3 clusters Score -1.962369e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -19625792.000000 Penalty: 5940.644531
	Iteration 5Q: 3 clusters Score -1.962579e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -19628510.000000 Penalty: 5940.644531
	Iteration 6Q: 3 clusters Score -1.962851e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -19631776.000000 Penalty: 5940.644531
	Iteration 7Q: 3 clusters Score -1.963178e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -19635740.000000 Penalty: 5940.644531
	Iteration 8F: 3 clusters Score -1.963574e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -19639856.000000 Penalty: 5940.644531
	Iteration 9F: 3 clusters Score -1.963986e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -19643870.000000 Penalty: 5940.644531
	Iteration 10Q: 3 clusters Score -1.964387e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -19647266.000000 Penalty: 5940.644531
	Iteration 11Q: 3 clusters Score -1.964727e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -19650210.000000 Penalty: 5940.644531
	Iteration 12Q: 3 clusters Score -1.965021e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -19653368.000000 Penalty: 5940.644531
	Iteration 13Q: 3 clusters Score -1.965337e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -19656744.000000 Penalty: 5940.644531
	Iteration 14Q: 3 clusters Score -1.965674e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -19660426.000000 Penalty: 5940.644531
	Iteration 15Q: 3 clusters Score -1.966043e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124899 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -19664182.000000 Penalty: 5940.644531
	Iteration 16Q: 3 clusters Score -1.966418e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132065 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -19668116.000000 Penalty: 5940.644531
	Iteration 17Q: 3 clusters Score -1.966812e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -19671572.000000 Penalty: 5940.644531
	Iteration 18Q: 3 clusters Score -1.967157e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -19674606.000000 Penalty: 5940.644531
	Iteration 19Q: 3 clusters Score -1.967461e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -19676724.000000 Penalty: 5940.644531
	Iteration 20F: 3 clusters Score -1.967672e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -19678174.000000 Penalty: 5940.644531
	Iteration 21Q: 3 clusters Score -1.967817e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -19679038.000000 Penalty: 5940.644531
	Iteration 22Q: 3 clusters Score -1.967904e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -19679618.000000 Penalty: 5940.644531
	Iteration 23Q: 3 clusters Score -1.967962e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -19679970.000000 Penalty: 5940.644531
	Iteration 24Q: 3 clusters Score -1.967997e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -19680246.000000 Penalty: 5940.644531
	Iteration 25Q: 3 clusters Score -1.968025e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19680474.000000 Penalty: 5940.644531
	Iteration 26Q: 3 clusters Score -1.968047e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -19680584.000000 Penalty: 5940.644531
	Iteration 27Q: 3 clusters Score -1.968058e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19680692.000000 Penalty: 5940.644531
	Iteration 28Q: 3 clusters Score -1.968069e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19680778.000000 Penalty: 5940.644531
	Iteration 29Q: 3 clusters Score -1.968078e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19680792.000000 Penalty: 5940.644531
	Iteration 30Q: 3 clusters Score -1.968079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19680824.000000 Penalty: 5940.644531
	Iteration 31Q: 3 clusters Score -1.968082e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157099 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19680884.000000 Penalty: 5940.644531
	Iteration 32Q: 3 clusters Score -1.968088e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19680904.000000 Penalty: 5940.644531
	Iteration 33Q: 3 clusters Score -1.96809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19680898.000000 Penalty: 5940.644531
	Iteration 34Q: 3 clusters Score -1.96809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19680926.000000 Penalty: 5940.644531
	Iteration 35Q: 3 clusters Score -1.968093e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19680956.000000 Penalty: 5940.644531
	Iteration 36Q: 3 clusters Score -1.968096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19680966.000000 Penalty: 5940.644531
	Iteration 37Q: 3 clusters Score -1.968097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19680994.000000 Penalty: 5940.644531
	Iteration 38Q: 3 clusters Score -1.968099e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -19681002.000000 Penalty: 5940.644531
	Iteration 39Q: 3 clusters Score -1.9681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19680990.000000 Penalty: 5940.644531
	Iteration 40F: 3 clusters Score -1.968099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19681020.000000 Penalty: 5940.644531
	Iteration 41Q: 3 clusters Score -1.968102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19681014.000000 Penalty: 5940.644531
	Iteration 42Q: 3 clusters Score -1.968101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19681022.000000 Penalty: 5940.644531
	Iteration 43Q: 3 clusters Score -1.968102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19681040.000000 Penalty: 5940.644531
	Iteration 44Q: 3 clusters Score -1.968104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19681030.000000 Penalty: 5940.644531
	Iteration 45Q: 3 clusters Score -1.968103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -19681028.000000 Penalty: 5940.644531
	Iteration 46Q: 3 clusters Score -1.968103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19681022.000000 Penalty: 5940.644531
	Iteration 47Q: 3 clusters Score -1.968102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19681030.000000 Penalty: 5940.644531
	Iteration 48Q: 3 clusters Score -1.968103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19681048.000000 Penalty: 5940.644531
	Iteration 49Q: 3 clusters Score -1.968105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19681068.000000 Penalty: 5940.644531
	Iteration 50Q: 3 clusters Score -1.968107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -19681046.000000 Penalty: 5940.644531
	Iteration 51Q: 3 clusters Score -1.968105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19681052.000000 Penalty: 5940.644531
	Iteration 52Q: 3 clusters Score -1.968105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157585 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19681058.000000 Penalty: 5940.644531
	Iteration 53Q: 3 clusters Score -1.968106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19681052.000000 Penalty: 5940.644531
	Iteration 54Q: 3 clusters Score -1.968105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157605 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19681050.000000 Penalty: 5940.644531
	Iteration 55Q: 3 clusters Score -1.968105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157612 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19681054.000000 Penalty: 5940.644531
	Iteration 56Q: 3 clusters Score -1.968105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -19681062.000000 Penalty: 5940.644531
	Iteration 57Q: 3 clusters Score -1.968106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19681060.000000 Penalty: 5940.644531
	Iteration 58Q: 3 clusters Score -1.968106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19681064.000000 Penalty: 5940.644531
	Iteration 59Q: 3 clusters Score -1.968106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19681060.000000 Penalty: 5940.644531
	Iteration 60F: 3 clusters Score -1.968106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19681066.000000 Penalty: 5940.644531
	Iteration 61Q: 3 clusters Score -1.968107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19681074.000000 Penalty: 5940.644531
	Iteration 62Q: 3 clusters Score -1.968107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19681070.000000 Penalty: 5940.644531
	Iteration 63Q: 3 clusters Score -1.968107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157662 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19681064.000000 Penalty: 5940.644531
	Iteration 64Q: 3 clusters Score -1.968106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19681074.000000 Penalty: 5940.644531
	Iteration 65Q: 3 clusters Score -1.968107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19681070.000000 Penalty: 5940.644531
	Iteration 66Q: 3 clusters Score -1.968107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157669 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19681076.000000 Penalty: 5940.644531
	Iteration 67Q: 3 clusters Score -1.968108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19681066.000000 Penalty: 5940.644531
	Iteration 68Q: 3 clusters Score -1.968107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19681062.000000 Penalty: 5940.644531
	Iteration 69Q: 3 clusters Score -1.968106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19681062.000000 Penalty: 5940.644531
	Iteration 70F: 3 clusters Score -1.968106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (382182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382182 members 
Entering Unmasked Estep 
Score: -47864352.000000 Penalty: 3187.705811
	Iteration 0F: 2 clusters Score -4.786435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 191049 members 
Entering Unmasked Estep 
Score: -47650628.000000 Penalty: 6375.411621
	Iteration 0F: 3 clusters Score -4.765063e+07 nChanged 185965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190918 members 
Mstep: Class 2 contains 191264 members 
Entering Unmasked Estep 
Score: -47761956.000000 Penalty: 6375.411621
	Iteration 1F: 3 clusters Score -4.776196e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 190227 members 
Entering Unmasked Estep 
Score: -47763304.000000 Penalty: 6375.411621
	Iteration 2Q: 3 clusters Score -4.77633e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193586 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -47764984.000000 Penalty: 6375.411621
	Iteration 3Q: 3 clusters Score -4.776498e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196007 members 
Mstep: Class 2 contains 186175 members 
Entering Unmasked Estep 
Score: -47766944.000000 Penalty: 6375.411621
	Iteration 4Q: 3 clusters Score -4.776694e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199865 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -47769412.000000 Penalty: 6375.411621
	Iteration 5Q: 3 clusters Score -4.776941e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205812 members 
Mstep: Class 2 contains 176370 members 
Entering Unmasked Estep 
Score: -47774104.000000 Penalty: 6375.411621
	Iteration 6Q: 3 clusters Score -4.77741e+07 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 167614 members 
Entering Unmasked Estep 
Score: -47781164.000000 Penalty: 6375.411621
	Iteration 7Q: 3 clusters Score -4.778116e+07 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226992 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -47792184.000000 Penalty: 6375.411621
	Iteration 8F: 3 clusters Score -4.779218e+07 nChanged 23659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242975 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -47807984.000000 Penalty: 6375.411621
	Iteration 9F: 3 clusters Score -4.780798e+07 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259490 members 
Mstep: Class 2 contains 122692 members 
Entering Unmasked Estep 
Score: -47825632.000000 Penalty: 6375.411621
	Iteration 10F: 3 clusters Score -4.782563e+07 nChanged 22983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271763 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -47839436.000000 Penalty: 6375.411621
	Iteration 11F: 3 clusters Score -4.783944e+07 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279192 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -47847232.000000 Penalty: 6375.411621
	Iteration 12Q: 3 clusters Score -4.784723e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283683 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -47849356.000000 Penalty: 6375.411621
	Iteration 13Q: 3 clusters Score -4.784936e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286946 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -47850164.000000 Penalty: 6375.411621
	Iteration 14Q: 3 clusters Score -4.785016e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289640 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -47850504.000000 Penalty: 6375.411621
	Iteration 15Q: 3 clusters Score -4.78505e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291908 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -47850608.000000 Penalty: 6375.411621
	Iteration 16Q: 3 clusters Score -4.785061e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293888 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -47850708.000000 Penalty: 6375.411621
	Iteration 17Q: 3 clusters Score -4.785071e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295599 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -47850824.000000 Penalty: 6375.411621
	Iteration 18Q: 3 clusters Score -4.785082e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297131 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -47851016.000000 Penalty: 6375.411621
	Iteration 19Q: 3 clusters Score -4.785102e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298405 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -47850968.000000 Penalty: 6375.411621
	Iteration 20F: 3 clusters Score -4.785097e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299565 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -47850940.000000 Penalty: 6375.411621
	Iteration 21Q: 3 clusters Score -4.785094e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300597 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -47850956.000000 Penalty: 6375.411621
	Iteration 22Q: 3 clusters Score -4.785096e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301582 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -47851236.000000 Penalty: 6375.411621
	Iteration 23Q: 3 clusters Score -4.785124e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302520 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -47851440.000000 Penalty: 6375.411621
	Iteration 24Q: 3 clusters Score -4.785144e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303386 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -47851892.000000 Penalty: 6375.411621
	Iteration 25Q: 3 clusters Score -4.785189e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304111 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -47852124.000000 Penalty: 6375.411621
	Iteration 26Q: 3 clusters Score -4.785212e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304806 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -47852076.000000 Penalty: 6375.411621
	Iteration 27Q: 3 clusters Score -4.785208e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305447 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -47852300.000000 Penalty: 6375.411621
	Iteration 28Q: 3 clusters Score -4.78523e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306102 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -47852328.000000 Penalty: 6375.411621
	Iteration 29Q: 3 clusters Score -4.785233e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306689 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -47852456.000000 Penalty: 6375.411621
	Iteration 30Q: 3 clusters Score -4.785246e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307263 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -47852644.000000 Penalty: 6375.411621
	Iteration 31Q: 3 clusters Score -4.785264e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307834 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -47852828.000000 Penalty: 6375.411621
	Iteration 32Q: 3 clusters Score -4.785283e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308413 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -47852976.000000 Penalty: 6375.411621
	Iteration 33Q: 3 clusters Score -4.785298e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309037 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -47853184.000000 Penalty: 6375.411621
	Iteration 34Q: 3 clusters Score -4.785318e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309667 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -47853316.000000 Penalty: 6375.411621
	Iteration 35Q: 3 clusters Score -4.785332e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310270 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -47853456.000000 Penalty: 6375.411621
	Iteration 36Q: 3 clusters Score -4.785346e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310852 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -47853608.000000 Penalty: 6375.411621
	Iteration 37Q: 3 clusters Score -4.785361e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311477 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -47853716.000000 Penalty: 6375.411621
	Iteration 38Q: 3 clusters Score -4.785372e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312104 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -47853836.000000 Penalty: 6375.411621
	Iteration 39Q: 3 clusters Score -4.785384e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312716 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -47854064.000000 Penalty: 6375.411621
	Iteration 40F: 3 clusters Score -4.785406e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313295 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -47854172.000000 Penalty: 6375.411621
	Iteration 41Q: 3 clusters Score -4.785417e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313904 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -47854132.000000 Penalty: 6375.411621
	Iteration 42Q: 3 clusters Score -4.785413e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314552 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -47854216.000000 Penalty: 6375.411621
	Iteration 43Q: 3 clusters Score -4.785422e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315212 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -47854360.000000 Penalty: 6375.411621
	Iteration 44Q: 3 clusters Score -4.785436e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315912 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -47854548.000000 Penalty: 6375.411621
	Iteration 45Q: 3 clusters Score -4.785455e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316584 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -47854728.000000 Penalty: 6375.411621
	Iteration 46Q: 3 clusters Score -4.785473e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317268 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -47854928.000000 Penalty: 6375.411621
	Iteration 47Q: 3 clusters Score -4.785493e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317960 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -47855092.000000 Penalty: 6375.411621
	Iteration 48Q: 3 clusters Score -4.785509e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318697 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -47855180.000000 Penalty: 6375.411621
	Iteration 49Q: 3 clusters Score -4.785518e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319460 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -47855212.000000 Penalty: 6375.411621
	Iteration 50Q: 3 clusters Score -4.785521e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320288 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -47855372.000000 Penalty: 6375.411621
	Iteration 51Q: 3 clusters Score -4.785537e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321076 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -47855416.000000 Penalty: 6375.411621
	Iteration 52Q: 3 clusters Score -4.785542e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321891 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -47855652.000000 Penalty: 6375.411621
	Iteration 53Q: 3 clusters Score -4.785565e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322704 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -47855752.000000 Penalty: 6375.411621
	Iteration 54Q: 3 clusters Score -4.785575e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323489 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -47855944.000000 Penalty: 6375.411621
	Iteration 55Q: 3 clusters Score -4.785594e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324285 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -47855984.000000 Penalty: 6375.411621
	Iteration 56Q: 3 clusters Score -4.785598e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325126 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -47856232.000000 Penalty: 6375.411621
	Iteration 57Q: 3 clusters Score -4.785623e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326025 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -47856248.000000 Penalty: 6375.411621
	Iteration 58Q: 3 clusters Score -4.785625e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326941 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -47856320.000000 Penalty: 6375.411621
	Iteration 59Q: 3 clusters Score -4.785632e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327892 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -47856504.000000 Penalty: 6375.411621
	Iteration 60F: 3 clusters Score -4.78565e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328814 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -47856928.000000 Penalty: 6375.411621
	Iteration 61Q: 3 clusters Score -4.785693e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329757 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -47857344.000000 Penalty: 6375.411621
	Iteration 62Q: 3 clusters Score -4.785734e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330788 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -47857768.000000 Penalty: 6375.411621
	Iteration 63Q: 3 clusters Score -4.785777e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331848 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -47858216.000000 Penalty: 6375.411621
	Iteration 64Q: 3 clusters Score -4.785822e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332965 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -47858800.000000 Penalty: 6375.411621
	Iteration 65Q: 3 clusters Score -4.78588e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334141 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -47859328.000000 Penalty: 6375.411621
	Iteration 66Q: 3 clusters Score -4.785933e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335386 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -47859728.000000 Penalty: 6375.411621
	Iteration 67Q: 3 clusters Score -4.785973e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336642 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -47860240.000000 Penalty: 6375.411621
	Iteration 68Q: 3 clusters Score -4.786024e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337956 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -47860676.000000 Penalty: 6375.411621
	Iteration 69Q: 3 clusters Score -4.786068e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339250 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -47861276.000000 Penalty: 6375.411621
	Iteration 70Q: 3 clusters Score -4.786128e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340621 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -47861892.000000 Penalty: 6375.411621
	Iteration 71Q: 3 clusters Score -4.786189e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342034 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -47862240.000000 Penalty: 6375.411621
	Iteration 72Q: 3 clusters Score -4.786224e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343424 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -47862796.000000 Penalty: 6375.411621
	Iteration 73Q: 3 clusters Score -4.78628e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344847 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -47863532.000000 Penalty: 6375.411621
	Iteration 74Q: 3 clusters Score -4.786353e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346326 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -47864328.000000 Penalty: 6375.411621
	Iteration 75Q: 3 clusters Score -4.786433e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347813 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -47865068.000000 Penalty: 6375.411621
	Iteration 76Q: 3 clusters Score -4.786507e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349251 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -47865604.000000 Penalty: 6375.411621
	Iteration 77Q: 3 clusters Score -4.78656e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350592 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -47866380.000000 Penalty: 6375.411621
	Iteration 78Q: 3 clusters Score -4.786638e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351896 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -47866900.000000 Penalty: 6375.411621
	Iteration 79Q: 3 clusters Score -4.78669e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353197 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -47867056.000000 Penalty: 6375.411621
	Iteration 80F: 3 clusters Score -4.786706e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354478 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -47867164.000000 Penalty: 6375.411621
	Iteration 81Q: 3 clusters Score -4.786716e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355742 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -47867592.000000 Penalty: 6375.411621
	Iteration 82Q: 3 clusters Score -4.786759e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356946 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -47867828.000000 Penalty: 6375.411621
	Iteration 83Q: 3 clusters Score -4.786783e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358110 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -47867896.000000 Penalty: 6375.411621
	Iteration 84Q: 3 clusters Score -4.78679e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359241 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -47868044.000000 Penalty: 6375.411621
	Iteration 85Q: 3 clusters Score -4.786804e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360259 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -47868188.000000 Penalty: 6375.411621
	Iteration 86Q: 3 clusters Score -4.786819e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361188 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -47868436.000000 Penalty: 6375.411621
	Iteration 87Q: 3 clusters Score -4.786844e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362075 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -47868484.000000 Penalty: 6375.411621
	Iteration 88Q: 3 clusters Score -4.786848e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362921 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -47868568.000000 Penalty: 6375.411621
	Iteration 89Q: 3 clusters Score -4.786857e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363694 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -47868792.000000 Penalty: 6375.411621
	Iteration 90Q: 3 clusters Score -4.786879e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364436 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -47868864.000000 Penalty: 6375.411621
	Iteration 91Q: 3 clusters Score -4.786886e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365116 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -47869104.000000 Penalty: 6375.411621
	Iteration 92Q: 3 clusters Score -4.78691e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365769 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -47869280.000000 Penalty: 6375.411621
	Iteration 93Q: 3 clusters Score -4.786928e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366342 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -47869356.000000 Penalty: 6375.411621
	Iteration 94Q: 3 clusters Score -4.786936e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366878 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -47869400.000000 Penalty: 6375.411621
	Iteration 95Q: 3 clusters Score -4.78694e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367412 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -47869448.000000 Penalty: 6375.411621
	Iteration 96Q: 3 clusters Score -4.786945e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367891 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -47869520.000000 Penalty: 6375.411621
	Iteration 97Q: 3 clusters Score -4.786952e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368394 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -47869564.000000 Penalty: 6375.411621
	Iteration 98Q: 3 clusters Score -4.786956e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368816 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -47869664.000000 Penalty: 6375.411621
	Iteration 99Q: 3 clusters Score -4.786966e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369181 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -47870004.000000 Penalty: 6375.411621
	Iteration 100F: 3 clusters Score -4.787e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369539 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -47870280.000000 Penalty: 6375.411621
	Iteration 101Q: 3 clusters Score -4.787028e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369813 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -47870476.000000 Penalty: 6375.411621
	Iteration 102Q: 3 clusters Score -4.787048e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370036 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -47870684.000000 Penalty: 6375.411621
	Iteration 103Q: 3 clusters Score -4.787068e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370208 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -47870936.000000 Penalty: 6375.411621
	Iteration 104Q: 3 clusters Score -4.787094e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370330 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -47871100.000000 Penalty: 6375.411621
	Iteration 105Q: 3 clusters Score -4.78711e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370442 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -47871236.000000 Penalty: 6375.411621
	Iteration 106Q: 3 clusters Score -4.787124e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370539 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -47871236.000000 Penalty: 6375.411621
	Iteration 107Q: 3 clusters Score -4.787124e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370572 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -47871284.000000 Penalty: 6375.411621
	Iteration 108Q: 3 clusters Score -4.787128e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370596 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -47871364.000000 Penalty: 6375.411621
	Iteration 109Q: 3 clusters Score -4.787136e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370628 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -47871448.000000 Penalty: 6375.411621
	Iteration 110Q: 3 clusters Score -4.787145e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370656 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -47871536.000000 Penalty: 6375.411621
	Iteration 111Q: 3 clusters Score -4.787154e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370679 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -47871508.000000 Penalty: 6375.411621
	Iteration 112Q: 3 clusters Score -4.787151e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370694 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -47871528.000000 Penalty: 6375.411621
	Iteration 113Q: 3 clusters Score -4.787153e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370716 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -47871536.000000 Penalty: 6375.411621
	Iteration 114Q: 3 clusters Score -4.787154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370739 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -47871600.000000 Penalty: 6375.411621
	Iteration 115Q: 3 clusters Score -4.78716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370770 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -47871532.000000 Penalty: 6375.411621
	Iteration 116Q: 3 clusters Score -4.787153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370788 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -47871532.000000 Penalty: 6375.411621
	Iteration 117Q: 3 clusters Score -4.787153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370801 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -47871508.000000 Penalty: 6375.411621
	Iteration 118Q: 3 clusters Score -4.787151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370818 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -47871500.000000 Penalty: 6375.411621
	Iteration 119Q: 3 clusters Score -4.78715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370830 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -47871504.000000 Penalty: 6375.411621
	Iteration 120F: 3 clusters Score -4.78715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370839 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -47871508.000000 Penalty: 6375.411621
	Iteration 121Q: 3 clusters Score -4.787151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370843 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -47871512.000000 Penalty: 6375.411621
	Iteration 122Q: 3 clusters Score -4.787151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370852 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -47871504.000000 Penalty: 6375.411621
	Iteration 123Q: 3 clusters Score -4.78715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370858 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -47871532.000000 Penalty: 6375.411621
	Iteration 124Q: 3 clusters Score -4.787153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370873 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -47871496.000000 Penalty: 6375.411621
	Iteration 125Q: 3 clusters Score -4.78715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370882 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -47871484.000000 Penalty: 6375.411621
	Iteration 126Q: 3 clusters Score -4.787148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370894 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -47871504.000000 Penalty: 6375.411621
	Iteration 127Q: 3 clusters Score -4.78715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370903 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -47871504.000000 Penalty: 6375.411621
	Iteration 128Q: 3 clusters Score -4.78715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370908 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -47871508.000000 Penalty: 6375.411621
	Iteration 129Q: 3 clusters Score -4.787151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370911 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -47871504.000000 Penalty: 6375.411621
	Iteration 130Q: 3 clusters Score -4.78715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370912 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -47871500.000000 Penalty: 6375.411621
	Iteration 131Q: 3 clusters Score -4.78715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370910 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -47871496.000000 Penalty: 6375.411621
	Iteration 132Q: 3 clusters Score -4.78715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370909 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -47871500.000000 Penalty: 6375.411621
	Iteration 133Q: 3 clusters Score -4.78715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370910 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -47871500.000000 Penalty: 6375.411621
	Iteration 134Q: 3 clusters Score -4.78715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370910 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -47871500.000000 Penalty: 6375.411621
	Iteration 135F: 3 clusters Score -4.78715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 8100 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 11272 members 
Entering Unmasked Estep 
Score: -142000048.000000 Penalty: 155939.671875
Splitting cluster 21 changes total score from -141992224.000000 to -142000048.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (68767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Entering Unmasked Estep 
Score: -8499853.000000 Penalty: 2762.342773
	Iteration 0F: 2 clusters Score -8499853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8453732.000000 Penalty: 5524.685547
	Iteration 0F: 3 clusters Score -8453732 nChanged 32151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8471414.000000 Penalty: 5524.685547
	Iteration 1F: 3 clusters Score -8471414 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -8472057.000000 Penalty: 5524.685547
	Iteration 2Q: 3 clusters Score -8472057 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -8472691.000000 Penalty: 5524.685547
	Iteration 3Q: 3 clusters Score -8472691 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -8473547.000000 Penalty: 5524.685547
	Iteration 4Q: 3 clusters Score -8473547 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -8474852.000000 Penalty: 5524.685547
	Iteration 5Q: 3 clusters Score -8474852 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8477056.000000 Penalty: 5524.685547
	Iteration 6F: 3 clusters Score -8477056 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -8480606.000000 Penalty: 5524.685547
	Iteration 7F: 3 clusters Score -8480606 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8485693.000000 Penalty: 5524.685547
	Iteration 8F: 3 clusters Score -8485693 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -8491227.000000 Penalty: 5524.685547
	Iteration 9F: 3 clusters Score -8491227 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8494897.000000 Penalty: 5524.685547
	Iteration 10F: 3 clusters Score -8494897 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8496448.000000 Penalty: 5524.685547
	Iteration 11Q: 3 clusters Score -8496448 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8497011.000000 Penalty: 5524.685547
	Iteration 12Q: 3 clusters Score -8497011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8497214.000000 Penalty: 5524.685547
	Iteration 13Q: 3 clusters Score -8497214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8497285.000000 Penalty: 5524.685547
	Iteration 14Q: 3 clusters Score -8497285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8497344.000000 Penalty: 5524.685547
	Iteration 15Q: 3 clusters Score -8497344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8497371.000000 Penalty: 5524.685547
	Iteration 16Q: 3 clusters Score -8497371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8497386.000000 Penalty: 5524.685547
	Iteration 17Q: 3 clusters Score -8497386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8497399.000000 Penalty: 5524.685547
	Iteration 18Q: 3 clusters Score -8497399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8497411.000000 Penalty: 5524.685547
	Iteration 19Q: 3 clusters Score -8497411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8497417.000000 Penalty: 5524.685547
	Iteration 20F: 3 clusters Score -8497417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8497422.000000 Penalty: 5524.685547
	Iteration 21Q: 3 clusters Score -8497422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8497418.000000 Penalty: 5524.685547
	Iteration 22Q: 3 clusters Score -8497418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8497431.000000 Penalty: 5524.685547
	Iteration 23Q: 3 clusters Score -8497431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8497443.000000 Penalty: 5524.685547
	Iteration 24Q: 3 clusters Score -8497443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8497442.000000 Penalty: 5524.685547
	Iteration 25Q: 3 clusters Score -8497442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8497448.000000 Penalty: 5524.685547
	Iteration 26Q: 3 clusters Score -8497448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8497448.000000 Penalty: 5524.685547
	Iteration 27F: 3 clusters Score -8497448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1525013.875000 Penalty: 2328.966553
	Iteration 0F: 2 clusters Score -1525014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1516155.125000 Penalty: 4657.933105
	Iteration 0F: 3 clusters Score -1516155 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1518827.500000 Penalty: 4657.933105
	Iteration 1F: 3 clusters Score -1518828 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1519464.875000 Penalty: 4657.933105
	Iteration 2F: 3 clusters Score -1519465 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1520323.000000 Penalty: 4657.933105
	Iteration 3F: 3 clusters Score -1520323 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1521233.250000 Penalty: 4657.933105
	Iteration 4F: 3 clusters Score -1521233 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1522055.625000 Penalty: 4657.933105
	Iteration 5F: 3 clusters Score -1522056 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1522687.000000 Penalty: 4657.933105
	Iteration 6F: 3 clusters Score -1522687 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1523210.125000 Penalty: 4657.933105
	Iteration 7F: 3 clusters Score -1523210 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1523559.375000 Penalty: 4657.933105
	Iteration 8Q: 3 clusters Score -1523559 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1523811.750000 Penalty: 4657.933105
	Iteration 9Q: 3 clusters Score -1523812 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1523993.625000 Penalty: 4657.933105
	Iteration 10Q: 3 clusters Score -1523994 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1524121.500000 Penalty: 4657.933105
	Iteration 11Q: 3 clusters Score -1524122 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1524218.250000 Penalty: 4657.933105
	Iteration 12Q: 3 clusters Score -1524218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1524281.750000 Penalty: 4657.933105
	Iteration 13Q: 3 clusters Score -1524282 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1524333.250000 Penalty: 4657.933105
	Iteration 14Q: 3 clusters Score -1524333 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1524364.625000 Penalty: 4657.933105
	Iteration 15Q: 3 clusters Score -1524365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1524391.375000 Penalty: 4657.933105
	Iteration 16Q: 3 clusters Score -1524391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1524406.375000 Penalty: 4657.933105
	Iteration 17Q: 3 clusters Score -1524406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1524424.250000 Penalty: 4657.933105
	Iteration 18Q: 3 clusters Score -1524424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1524430.625000 Penalty: 4657.933105
	Iteration 19Q: 3 clusters Score -1524431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1524434.625000 Penalty: 4657.933105
	Iteration 20F: 3 clusters Score -1524435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1524442.625000 Penalty: 4657.933105
	Iteration 21Q: 3 clusters Score -1524443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1524448.750000 Penalty: 4657.933105
	Iteration 22Q: 3 clusters Score -1524449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1524462.875000 Penalty: 4657.933105
	Iteration 23Q: 3 clusters Score -1524463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1524465.875000 Penalty: 4657.933105
	Iteration 24Q: 3 clusters Score -1524466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1524471.250000 Penalty: 4657.933105
	Iteration 25Q: 3 clusters Score -1524471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1524478.625000 Penalty: 4657.933105
	Iteration 26Q: 3 clusters Score -1524479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1524489.500000 Penalty: 4657.933105
	Iteration 27Q: 3 clusters Score -1524490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1524491.500000 Penalty: 4657.933105
	Iteration 28Q: 3 clusters Score -1524492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1524490.250000 Penalty: 4657.933105
	Iteration 29Q: 3 clusters Score -1524490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1524495.250000 Penalty: 4657.933105
	Iteration 30Q: 3 clusters Score -1524495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1524498.500000 Penalty: 4657.933105
	Iteration 31Q: 3 clusters Score -1524498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1524497.375000 Penalty: 4657.933105
	Iteration 32Q: 3 clusters Score -1524497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1524495.375000 Penalty: 4657.933105
	Iteration 33Q: 3 clusters Score -1524495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1524496.500000 Penalty: 4657.933105
	Iteration 34Q: 3 clusters Score -1524496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1524497.125000 Penalty: 4657.933105
	Iteration 35Q: 3 clusters Score -1524497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1524496.875000 Penalty: 4657.933105
	Iteration 36Q: 3 clusters Score -1524497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1524498.125000 Penalty: 4657.933105
	Iteration 37Q: 3 clusters Score -1524498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1524501.875000 Penalty: 4657.933105
	Iteration 38Q: 3 clusters Score -1524502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1524499.250000 Penalty: 4657.933105
	Iteration 39Q: 3 clusters Score -1524499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1524499.250000 Penalty: 4657.933105
	Iteration 40F: 3 clusters Score -1524499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -44847.027344 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -44847.03 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 251 members 
Entering Unmasked Estep 
Score: -43440.789062 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -43440.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43924.183594 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -43924.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44365.406250 Penalty: 3065.288086
	Iteration 2F: 3 clusters Score -44365.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44945.867188 Penalty: 3065.288086
	Iteration 3F: 3 clusters Score -44945.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45253.042969 Penalty: 3065.288086
	Iteration 4F: 3 clusters Score -45253.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45352.753906 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -45352.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45425.988281 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -45425.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45459.457031 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -45459.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45499.207031 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -45499.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45510.714844 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -45510.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45522.601562 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -45522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45532.156250 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -45532.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45532.156250 Penalty: 3065.288086
	Iteration 12F: 3 clusters Score -45532.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 8100 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 11272 members 
Mstep: Class 46 contains 198 members 
Entering Unmasked Estep 
Score: -141998688.000000 Penalty: 159404.984375
Splitting cluster 24 changes total score from -141992224.000000 to -141998688.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1896816.375000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1896816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1885118.250000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1885118 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1889038.625000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1889039 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1889493.375000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1889493 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1889916.750000 Penalty: 4810.420898
	Iteration 3F: 3 clusters Score -1889917 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1890365.000000 Penalty: 4810.420898
	Iteration 4Q: 3 clusters Score -1890365 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1890841.375000 Penalty: 4810.420898
	Iteration 5F: 3 clusters Score -1890841 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1891384.625000 Penalty: 4810.420898
	Iteration 6F: 3 clusters Score -1891385 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1891976.375000 Penalty: 4810.420898
	Iteration 7F: 3 clusters Score -1891976 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1892606.375000 Penalty: 4810.420898
	Iteration 8F: 3 clusters Score -1892606 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1893192.750000 Penalty: 4810.420898
	Iteration 9F: 3 clusters Score -1893193 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1893677.000000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1893677 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1894068.500000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1894068 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1894374.500000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1894374 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1894548.125000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1894548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1894650.250000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1894650 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1894719.625000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1894720 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1894773.000000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1894773 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1894819.500000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1894820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1894858.625000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1894859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1894894.625000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1894895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1894928.000000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1894928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1894937.375000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1894937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1894961.750000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1894962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1894984.250000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1894984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1895022.000000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1895022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1895041.250000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1895041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1895068.250000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1895068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1895088.125000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1895088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1895096.875000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1895097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1895114.500000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1895114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1895123.625000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1895124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1895136.875000 Penalty: 4810.420898
	Iteration 31Q: 3 clusters Score -1895137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1895136.625000 Penalty: 4810.420898
	Iteration 32Q: 3 clusters Score -1895137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1895143.375000 Penalty: 4810.420898
	Iteration 33Q: 3 clusters Score -1895143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1895149.375000 Penalty: 4810.420898
	Iteration 34Q: 3 clusters Score -1895149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1895155.500000 Penalty: 4810.420898
	Iteration 35Q: 3 clusters Score -1895156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1895166.375000 Penalty: 4810.420898
	Iteration 36Q: 3 clusters Score -1895166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1895166.750000 Penalty: 4810.420898
	Iteration 37Q: 3 clusters Score -1895167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1895170.875000 Penalty: 4810.420898
	Iteration 38Q: 3 clusters Score -1895171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1895176.500000 Penalty: 4810.420898
	Iteration 39Q: 3 clusters Score -1895176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1895178.000000 Penalty: 4810.420898
	Iteration 40F: 3 clusters Score -1895178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1895182.750000 Penalty: 4810.420898
	Iteration 41Q: 3 clusters Score -1895183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1895183.625000 Penalty: 4810.420898
	Iteration 42Q: 3 clusters Score -1895184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1895183.750000 Penalty: 4810.420898
	Iteration 43Q: 3 clusters Score -1895184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1895186.500000 Penalty: 4810.420898
	Iteration 44Q: 3 clusters Score -1895186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1895186.000000 Penalty: 4810.420898
	Iteration 45Q: 3 clusters Score -1895186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1895189.625000 Penalty: 4810.420898
	Iteration 46Q: 3 clusters Score -1895190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1895194.875000 Penalty: 4810.420898
	Iteration 47Q: 3 clusters Score -1895195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1895195.875000 Penalty: 4810.420898
	Iteration 48Q: 3 clusters Score -1895196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1895196.250000 Penalty: 4810.420898
	Iteration 49Q: 3 clusters Score -1895196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1895196.125000 Penalty: 4810.420898
	Iteration 50Q: 3 clusters Score -1895196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1895196.750000 Penalty: 4810.420898
	Iteration 51Q: 3 clusters Score -1895197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1895198.750000 Penalty: 4810.420898
	Iteration 52Q: 3 clusters Score -1895199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1895198.750000 Penalty: 4810.420898
	Iteration 53Q: 3 clusters Score -1895199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1895205.000000 Penalty: 4810.420898
	Iteration 54Q: 3 clusters Score -1895205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1895206.000000 Penalty: 4810.420898
	Iteration 55Q: 3 clusters Score -1895206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1895207.750000 Penalty: 4810.420898
	Iteration 56Q: 3 clusters Score -1895208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1895215.875000 Penalty: 4810.420898
	Iteration 57Q: 3 clusters Score -1895216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1895222.375000 Penalty: 4810.420898
	Iteration 58Q: 3 clusters Score -1895222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1895220.875000 Penalty: 4810.420898
	Iteration 59Q: 3 clusters Score -1895221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1895226.000000 Penalty: 4810.420898
	Iteration 60F: 3 clusters Score -1895226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1895230.375000 Penalty: 4810.420898
	Iteration 61Q: 3 clusters Score -1895230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1895233.250000 Penalty: 4810.420898
	Iteration 62Q: 3 clusters Score -1895233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1895242.250000 Penalty: 4810.420898
	Iteration 63Q: 3 clusters Score -1895242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1895247.500000 Penalty: 4810.420898
	Iteration 64Q: 3 clusters Score -1895248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1895247.750000 Penalty: 4810.420898
	Iteration 65Q: 3 clusters Score -1895248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1895250.500000 Penalty: 4810.420898
	Iteration 66Q: 3 clusters Score -1895250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1895255.375000 Penalty: 4810.420898
	Iteration 67Q: 3 clusters Score -1895255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1895256.500000 Penalty: 4810.420898
	Iteration 68Q: 3 clusters Score -1895256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1895255.125000 Penalty: 4810.420898
	Iteration 69Q: 3 clusters Score -1895255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1895260.250000 Penalty: 4810.420898
	Iteration 70Q: 3 clusters Score -1895260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1895264.125000 Penalty: 4810.420898
	Iteration 71Q: 3 clusters Score -1895264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1895268.625000 Penalty: 4810.420898
	Iteration 72Q: 3 clusters Score -1895269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1895273.500000 Penalty: 4810.420898
	Iteration 73Q: 3 clusters Score -1895274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1895275.875000 Penalty: 4810.420898
	Iteration 74Q: 3 clusters Score -1895276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1895282.625000 Penalty: 4810.420898
	Iteration 75Q: 3 clusters Score -1895283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1895290.000000 Penalty: 4810.420898
	Iteration 76Q: 3 clusters Score -1895290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1895292.000000 Penalty: 4810.420898
	Iteration 77Q: 3 clusters Score -1895292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1895297.875000 Penalty: 4810.420898
	Iteration 78Q: 3 clusters Score -1895298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1895299.500000 Penalty: 4810.420898
	Iteration 79Q: 3 clusters Score -1895300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1895306.250000 Penalty: 4810.420898
	Iteration 80F: 3 clusters Score -1895306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1895305.750000 Penalty: 4810.420898
	Iteration 81Q: 3 clusters Score -1895306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1895312.625000 Penalty: 4810.420898
	Iteration 82Q: 3 clusters Score -1895313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1895312.500000 Penalty: 4810.420898
	Iteration 83Q: 3 clusters Score -1895312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1895310.250000 Penalty: 4810.420898
	Iteration 84Q: 3 clusters Score -1895310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1895309.750000 Penalty: 4810.420898
	Iteration 85Q: 3 clusters Score -1895310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1895311.875000 Penalty: 4810.420898
	Iteration 86Q: 3 clusters Score -1895312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1895310.500000 Penalty: 4810.420898
	Iteration 87Q: 3 clusters Score -1895310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1895309.125000 Penalty: 4810.420898
	Iteration 88Q: 3 clusters Score -1895309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1895307.875000 Penalty: 4810.420898
	Iteration 89Q: 3 clusters Score -1895308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1895313.625000 Penalty: 4810.420898
	Iteration 90Q: 3 clusters Score -1895314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1895313.750000 Penalty: 4810.420898
	Iteration 91Q: 3 clusters Score -1895314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1895317.875000 Penalty: 4810.420898
	Iteration 92Q: 3 clusters Score -1895318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1895316.750000 Penalty: 4810.420898
	Iteration 93Q: 3 clusters Score -1895317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1895316.250000 Penalty: 4810.420898
	Iteration 94Q: 3 clusters Score -1895316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1895316.500000 Penalty: 4810.420898
	Iteration 95Q: 3 clusters Score -1895316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1895321.000000 Penalty: 4810.420898
	Iteration 96Q: 3 clusters Score -1895321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1895318.125000 Penalty: 4810.420898
	Iteration 97Q: 3 clusters Score -1895318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1895318.500000 Penalty: 4810.420898
	Iteration 98Q: 3 clusters Score -1895318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1895318.000000 Penalty: 4810.420898
	Iteration 99Q: 3 clusters Score -1895318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1895317.250000 Penalty: 4810.420898
	Iteration 100F: 3 clusters Score -1895317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1895321.875000 Penalty: 4810.420898
	Iteration 101Q: 3 clusters Score -1895322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1895321.625000 Penalty: 4810.420898
	Iteration 102Q: 3 clusters Score -1895322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1895322.375000 Penalty: 4810.420898
	Iteration 103Q: 3 clusters Score -1895322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1895320.250000 Penalty: 4810.420898
	Iteration 104Q: 3 clusters Score -1895320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1895323.000000 Penalty: 4810.420898
	Iteration 105Q: 3 clusters Score -1895323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1895323.125000 Penalty: 4810.420898
	Iteration 106Q: 3 clusters Score -1895323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1895325.625000 Penalty: 4810.420898
	Iteration 107Q: 3 clusters Score -1895326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1895325.625000 Penalty: 4810.420898
	Iteration 108Q: 3 clusters Score -1895326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1895326.500000 Penalty: 4810.420898
	Iteration 109Q: 3 clusters Score -1895326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1895328.875000 Penalty: 4810.420898
	Iteration 110Q: 3 clusters Score -1895329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1895329.000000 Penalty: 4810.420898
	Iteration 111Q: 3 clusters Score -1895329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1895329.750000 Penalty: 4810.420898
	Iteration 112Q: 3 clusters Score -1895330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1895330.750000 Penalty: 4810.420898
	Iteration 113Q: 3 clusters Score -1895331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1895336.375000 Penalty: 4810.420898
	Iteration 114Q: 3 clusters Score -1895336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1895336.375000 Penalty: 4810.420898
	Iteration 115F: 3 clusters Score -1895336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Entering Unmasked Estep 
Score: -1500672.000000 Penalty: 2336.530273
	Iteration 0F: 2 clusters Score -1500672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1491516.000000 Penalty: 4673.060547
	Iteration 0F: 3 clusters Score -1491516 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1494441.375000 Penalty: 4673.060547
	Iteration 1F: 3 clusters Score -1494441 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1495143.500000 Penalty: 4673.060547
	Iteration 2F: 3 clusters Score -1495144 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1495898.875000 Penalty: 4673.060547
	Iteration 3F: 3 clusters Score -1495899 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1496616.750000 Penalty: 4673.060547
	Iteration 4F: 3 clusters Score -1496617 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1497325.375000 Penalty: 4673.060547
	Iteration 5F: 3 clusters Score -1497325 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1497953.875000 Penalty: 4673.060547
	Iteration 6F: 3 clusters Score -1497954 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1498473.750000 Penalty: 4673.060547
	Iteration 7F: 3 clusters Score -1498474 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1498858.625000 Penalty: 4673.060547
	Iteration 8Q: 3 clusters Score -1498859 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1499111.625000 Penalty: 4673.060547
	Iteration 9Q: 3 clusters Score -1499112 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1499287.500000 Penalty: 4673.060547
	Iteration 10Q: 3 clusters Score -1499288 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1499417.125000 Penalty: 4673.060547
	Iteration 11Q: 3 clusters Score -1499417 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1499508.875000 Penalty: 4673.060547
	Iteration 12Q: 3 clusters Score -1499509 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1499593.875000 Penalty: 4673.060547
	Iteration 13Q: 3 clusters Score -1499594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1499686.750000 Penalty: 4673.060547
	Iteration 14Q: 3 clusters Score -1499687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1499758.000000 Penalty: 4673.060547
	Iteration 15Q: 3 clusters Score -1499758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1499836.000000 Penalty: 4673.060547
	Iteration 16Q: 3 clusters Score -1499836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1499907.750000 Penalty: 4673.060547
	Iteration 17Q: 3 clusters Score -1499908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1499956.375000 Penalty: 4673.060547
	Iteration 18Q: 3 clusters Score -1499956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1499994.000000 Penalty: 4673.060547
	Iteration 19Q: 3 clusters Score -1499994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1500018.500000 Penalty: 4673.060547
	Iteration 20F: 3 clusters Score -1500018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1500040.125000 Penalty: 4673.060547
	Iteration 21Q: 3 clusters Score -1500040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1500067.500000 Penalty: 4673.060547
	Iteration 22Q: 3 clusters Score -1500068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1500090.625000 Penalty: 4673.060547
	Iteration 23Q: 3 clusters Score -1500091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1500107.500000 Penalty: 4673.060547
	Iteration 24Q: 3 clusters Score -1500108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1500123.750000 Penalty: 4673.060547
	Iteration 25Q: 3 clusters Score -1500124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1500136.750000 Penalty: 4673.060547
	Iteration 26Q: 3 clusters Score -1500137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1500152.625000 Penalty: 4673.060547
	Iteration 27Q: 3 clusters Score -1500153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1500161.750000 Penalty: 4673.060547
	Iteration 28Q: 3 clusters Score -1500162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1500179.375000 Penalty: 4673.060547
	Iteration 29Q: 3 clusters Score -1500179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1500193.875000 Penalty: 4673.060547
	Iteration 30Q: 3 clusters Score -1500194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1500211.625000 Penalty: 4673.060547
	Iteration 31Q: 3 clusters Score -1500212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1500219.125000 Penalty: 4673.060547
	Iteration 32Q: 3 clusters Score -1500219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1500233.750000 Penalty: 4673.060547
	Iteration 33Q: 3 clusters Score -1500234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1500245.500000 Penalty: 4673.060547
	Iteration 34Q: 3 clusters Score -1500246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1500247.750000 Penalty: 4673.060547
	Iteration 35Q: 3 clusters Score -1500248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1500248.750000 Penalty: 4673.060547
	Iteration 36Q: 3 clusters Score -1500249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1500252.625000 Penalty: 4673.060547
	Iteration 37Q: 3 clusters Score -1500253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1500259.375000 Penalty: 4673.060547
	Iteration 38Q: 3 clusters Score -1500259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1500261.625000 Penalty: 4673.060547
	Iteration 39Q: 3 clusters Score -1500262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1500260.500000 Penalty: 4673.060547
	Iteration 40F: 3 clusters Score -1500260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1500261.750000 Penalty: 4673.060547
	Iteration 41Q: 3 clusters Score -1500262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1500261.125000 Penalty: 4673.060547
	Iteration 42Q: 3 clusters Score -1500261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1500264.000000 Penalty: 4673.060547
	Iteration 43Q: 3 clusters Score -1500264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1500262.750000 Penalty: 4673.060547
	Iteration 44Q: 3 clusters Score -1500263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1500262.625000 Penalty: 4673.060547
	Iteration 45Q: 3 clusters Score -1500263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1500261.875000 Penalty: 4673.060547
	Iteration 46Q: 3 clusters Score -1500262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1500264.125000 Penalty: 4673.060547
	Iteration 47Q: 3 clusters Score -1500264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1500267.250000 Penalty: 4673.060547
	Iteration 48Q: 3 clusters Score -1500267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1500267.875000 Penalty: 4673.060547
	Iteration 49Q: 3 clusters Score -1500268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1500269.125000 Penalty: 4673.060547
	Iteration 50Q: 3 clusters Score -1500269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1500270.250000 Penalty: 4673.060547
	Iteration 51Q: 3 clusters Score -1500270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1500272.125000 Penalty: 4673.060547
	Iteration 52Q: 3 clusters Score -1500272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1500273.125000 Penalty: 4673.060547
	Iteration 53Q: 3 clusters Score -1500273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1500274.375000 Penalty: 4673.060547
	Iteration 54Q: 3 clusters Score -1500274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1500274.375000 Penalty: 4673.060547
	Iteration 55F: 3 clusters Score -1500274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Entering Unmasked Estep 
Score: -971153.687500 Penalty: 2231.905518
	Iteration 0F: 2 clusters Score -971153.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -964718.437500 Penalty: 4463.811035
	Iteration 0F: 3 clusters Score -964718.4 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -966712.687500 Penalty: 4463.811035
	Iteration 1F: 3 clusters Score -966712.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -967292.500000 Penalty: 4463.811035
	Iteration 2F: 3 clusters Score -967292.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -967825.375000 Penalty: 4463.811035
	Iteration 3F: 3 clusters Score -967825.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -968368.875000 Penalty: 4463.811035
	Iteration 4F: 3 clusters Score -968368.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -968882.375000 Penalty: 4463.811035
	Iteration 5F: 3 clusters Score -968882.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -969402.062500 Penalty: 4463.811035
	Iteration 6F: 3 clusters Score -969402.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -969852.625000 Penalty: 4463.811035
	Iteration 7Q: 3 clusters Score -969852.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -970211.500000 Penalty: 4463.811035
	Iteration 8Q: 3 clusters Score -970211.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -970576.250000 Penalty: 4463.811035
	Iteration 9Q: 3 clusters Score -970576.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -970903.000000 Penalty: 4463.811035
	Iteration 10Q: 3 clusters Score -970903 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -971082.187500 Penalty: 4463.811035
	Iteration 11Q: 3 clusters Score -971082.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -971191.750000 Penalty: 4463.811035
	Iteration 12Q: 3 clusters Score -971191.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -971289.687500 Penalty: 4463.811035
	Iteration 13Q: 3 clusters Score -971289.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -971410.062500 Penalty: 4463.811035
	Iteration 14Q: 3 clusters Score -971410.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -971538.625000 Penalty: 4463.811035
	Iteration 15Q: 3 clusters Score -971538.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -971643.562500 Penalty: 4463.811035
	Iteration 16Q: 3 clusters Score -971643.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -971735.000000 Penalty: 4463.811035
	Iteration 17Q: 3 clusters Score -971735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -971825.562500 Penalty: 4463.811035
	Iteration 18Q: 3 clusters Score -971825.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -971920.437500 Penalty: 4463.811035
	Iteration 19Q: 3 clusters Score -971920.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -971981.125000 Penalty: 4463.811035
	Iteration 20F: 3 clusters Score -971981.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -972015.375000 Penalty: 4463.811035
	Iteration 21Q: 3 clusters Score -972015.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -972040.062500 Penalty: 4463.811035
	Iteration 22Q: 3 clusters Score -972040.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -972059.000000 Penalty: 4463.811035
	Iteration 23Q: 3 clusters Score -972059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -972070.437500 Penalty: 4463.811035
	Iteration 24Q: 3 clusters Score -972070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -972073.062500 Penalty: 4463.811035
	Iteration 25Q: 3 clusters Score -972073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -972077.125000 Penalty: 4463.811035
	Iteration 26Q: 3 clusters Score -972077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -972080.125000 Penalty: 4463.811035
	Iteration 27Q: 3 clusters Score -972080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -972081.000000 Penalty: 4463.811035
	Iteration 28Q: 3 clusters Score -972081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -972080.187500 Penalty: 4463.811035
	Iteration 29Q: 3 clusters Score -972080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -972080.062500 Penalty: 4463.811035
	Iteration 30Q: 3 clusters Score -972080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -972080.062500 Penalty: 4463.811035
	Iteration 31F: 3 clusters Score -972080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 11272 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 5616 members 
Entering Unmasked Estep 
Score: -141998576.000000 Penalty: 162870.312500
Splitting cluster 27 changes total score from -141992224.000000 to -141998576.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -799090.625000 Penalty: 2177.863770
	Iteration 0F: 2 clusters Score -799090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -793687.125000 Penalty: 4355.727539
	Iteration 0F: 3 clusters Score -793687.1 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -795056.625000 Penalty: 4355.727539
	Iteration 1F: 3 clusters Score -795056.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -795334.812500 Penalty: 4355.727539
	Iteration 2F: 3 clusters Score -795334.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -795509.000000 Penalty: 4355.727539
	Iteration 3F: 3 clusters Score -795509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -795664.437500 Penalty: 4355.727539
	Iteration 4Q: 3 clusters Score -795664.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -795817.812500 Penalty: 4355.727539
	Iteration 5Q: 3 clusters Score -795817.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -795970.187500 Penalty: 4355.727539
	Iteration 6Q: 3 clusters Score -795970.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -796135.250000 Penalty: 4355.727539
	Iteration 7Q: 3 clusters Score -796135.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -796287.937500 Penalty: 4355.727539
	Iteration 8Q: 3 clusters Score -796287.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -796434.312500 Penalty: 4355.727539
	Iteration 9Q: 3 clusters Score -796434.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -796564.750000 Penalty: 4355.727539
	Iteration 10Q: 3 clusters Score -796564.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -796686.812500 Penalty: 4355.727539
	Iteration 11Q: 3 clusters Score -796686.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -796783.875000 Penalty: 4355.727539
	Iteration 12Q: 3 clusters Score -796783.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -796844.125000 Penalty: 4355.727539
	Iteration 13Q: 3 clusters Score -796844.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -796893.375000 Penalty: 4355.727539
	Iteration 14Q: 3 clusters Score -796893.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -796929.187500 Penalty: 4355.727539
	Iteration 15Q: 3 clusters Score -796929.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -796955.687500 Penalty: 4355.727539
	Iteration 16Q: 3 clusters Score -796955.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -796973.625000 Penalty: 4355.727539
	Iteration 17Q: 3 clusters Score -796973.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -796985.562500 Penalty: 4355.727539
	Iteration 18Q: 3 clusters Score -796985.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -796995.125000 Penalty: 4355.727539
	Iteration 19Q: 3 clusters Score -796995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -796999.812500 Penalty: 4355.727539
	Iteration 20F: 3 clusters Score -796999.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -797005.375000 Penalty: 4355.727539
	Iteration 21Q: 3 clusters Score -797005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -797007.312500 Penalty: 4355.727539
	Iteration 22Q: 3 clusters Score -797007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -797010.562500 Penalty: 4355.727539
	Iteration 23Q: 3 clusters Score -797010.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -797011.812500 Penalty: 4355.727539
	Iteration 24Q: 3 clusters Score -797011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -797015.625000 Penalty: 4355.727539
	Iteration 25Q: 3 clusters Score -797015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -797019.250000 Penalty: 4355.727539
	Iteration 26Q: 3 clusters Score -797019.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -797022.812500 Penalty: 4355.727539
	Iteration 27Q: 3 clusters Score -797022.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -797025.000000 Penalty: 4355.727539
	Iteration 28Q: 3 clusters Score -797025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -797027.812500 Penalty: 4355.727539
	Iteration 29Q: 3 clusters Score -797027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -797031.125000 Penalty: 4355.727539
	Iteration 30Q: 3 clusters Score -797031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -797033.000000 Penalty: 4355.727539
	Iteration 31Q: 3 clusters Score -797033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -797034.000000 Penalty: 4355.727539
	Iteration 32Q: 3 clusters Score -797034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -797035.250000 Penalty: 4355.727539
	Iteration 33Q: 3 clusters Score -797035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -797036.312500 Penalty: 4355.727539
	Iteration 34Q: 3 clusters Score -797036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -797036.312500 Penalty: 4355.727539
	Iteration 35F: 3 clusters Score -797036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Entering Unmasked Estep 
Score: -3818480.500000 Penalty: 2557.445557
	Iteration 0F: 2 clusters Score -3818480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3797751.750000 Penalty: 5114.891113
	Iteration 0F: 3 clusters Score -3797752 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3805081.750000 Penalty: 5114.891113
	Iteration 1F: 3 clusters Score -3805082 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3805530.500000 Penalty: 5114.891113
	Iteration 2Q: 3 clusters Score -3805530 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3805884.750000 Penalty: 5114.891113
	Iteration 3Q: 3 clusters Score -3805885 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3806277.250000 Penalty: 5114.891113
	Iteration 4Q: 3 clusters Score -3806277 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3806735.000000 Penalty: 5114.891113
	Iteration 5Q: 3 clusters Score -3806735 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3807381.750000 Penalty: 5114.891113
	Iteration 6Q: 3 clusters Score -3807382 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3808409.500000 Penalty: 5114.891113
	Iteration 7F: 3 clusters Score -3808410 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3809951.500000 Penalty: 5114.891113
	Iteration 8F: 3 clusters Score -3809952 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3811932.750000 Penalty: 5114.891113
	Iteration 9F: 3 clusters Score -3811933 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3813815.750000 Penalty: 5114.891113
	Iteration 10F: 3 clusters Score -3813816 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3815083.750000 Penalty: 5114.891113
	Iteration 11Q: 3 clusters Score -3815084 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3815676.000000 Penalty: 5114.891113
	Iteration 12Q: 3 clusters Score -3815676 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3815934.000000 Penalty: 5114.891113
	Iteration 13Q: 3 clusters Score -3815934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3816062.250000 Penalty: 5114.891113
	Iteration 14Q: 3 clusters Score -3816062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3816127.250000 Penalty: 5114.891113
	Iteration 15Q: 3 clusters Score -3816127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3816176.750000 Penalty: 5114.891113
	Iteration 16Q: 3 clusters Score -3816177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3816207.250000 Penalty: 5114.891113
	Iteration 17Q: 3 clusters Score -3816207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3816229.250000 Penalty: 5114.891113
	Iteration 18Q: 3 clusters Score -3816229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3816246.500000 Penalty: 5114.891113
	Iteration 19Q: 3 clusters Score -3816246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3816273.500000 Penalty: 5114.891113
	Iteration 20F: 3 clusters Score -3816274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3816284.000000 Penalty: 5114.891113
	Iteration 21Q: 3 clusters Score -3816284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3816283.250000 Penalty: 5114.891113
	Iteration 22Q: 3 clusters Score -3816283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3816284.000000 Penalty: 5114.891113
	Iteration 23Q: 3 clusters Score -3816284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3816289.750000 Penalty: 5114.891113
	Iteration 24Q: 3 clusters Score -3816290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3816289.750000 Penalty: 5114.891113
	Iteration 25F: 3 clusters Score -3816290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Entering Unmasked Estep 
Score: -6640994.500000 Penalty: 2694.969971
	Iteration 0F: 2 clusters Score -6640994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6605817.000000 Penalty: 5389.939941
	Iteration 0F: 3 clusters Score -6605817 nChanged 24270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6619486.000000 Penalty: 5389.939941
	Iteration 1F: 3 clusters Score -6619486 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6620148.500000 Penalty: 5389.939941
	Iteration 2Q: 3 clusters Score -6620148 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6620864.000000 Penalty: 5389.939941
	Iteration 3Q: 3 clusters Score -6620864 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6621705.000000 Penalty: 5389.939941
	Iteration 4Q: 3 clusters Score -6621705 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -6622988.000000 Penalty: 5389.939941
	Iteration 5F: 3 clusters Score -6622988 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6624714.000000 Penalty: 5389.939941
	Iteration 6F: 3 clusters Score -6624714 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -6626925.500000 Penalty: 5389.939941
	Iteration 7F: 3 clusters Score -6626926 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6629400.500000 Penalty: 5389.939941
	Iteration 8F: 3 clusters Score -6629400 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -6632018.500000 Penalty: 5389.939941
	Iteration 9F: 3 clusters Score -6632018 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6634350.500000 Penalty: 5389.939941
	Iteration 10F: 3 clusters Score -6634350 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6636269.500000 Penalty: 5389.939941
	Iteration 11Q: 3 clusters Score -6636270 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6637515.500000 Penalty: 5389.939941
	Iteration 12Q: 3 clusters Score -6637516 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6638195.000000 Penalty: 5389.939941
	Iteration 13Q: 3 clusters Score -6638195 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6638511.000000 Penalty: 5389.939941
	Iteration 14Q: 3 clusters Score -6638511 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6638740.000000 Penalty: 5389.939941
	Iteration 15Q: 3 clusters Score -6638740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6638868.500000 Penalty: 5389.939941
	Iteration 16Q: 3 clusters Score -6638868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6638931.500000 Penalty: 5389.939941
	Iteration 17Q: 3 clusters Score -6638932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6638966.000000 Penalty: 5389.939941
	Iteration 18Q: 3 clusters Score -6638966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6638995.000000 Penalty: 5389.939941
	Iteration 19Q: 3 clusters Score -6638995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6639002.000000 Penalty: 5389.939941
	Iteration 20F: 3 clusters Score -6639002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6639005.500000 Penalty: 5389.939941
	Iteration 21Q: 3 clusters Score -6639006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6639015.000000 Penalty: 5389.939941
	Iteration 22Q: 3 clusters Score -6639015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6639022.000000 Penalty: 5389.939941
	Iteration 23Q: 3 clusters Score -6639022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6639024.000000 Penalty: 5389.939941
	Iteration 24Q: 3 clusters Score -6639024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6639038.500000 Penalty: 5389.939941
	Iteration 25Q: 3 clusters Score -6639038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6639043.500000 Penalty: 5389.939941
	Iteration 26Q: 3 clusters Score -6639044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6639041.500000 Penalty: 5389.939941
	Iteration 27Q: 3 clusters Score -6639042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6639043.500000 Penalty: 5389.939941
	Iteration 28Q: 3 clusters Score -6639044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6639043.500000 Penalty: 5389.939941
	Iteration 29F: 3 clusters Score -6639044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -724510.937500 Penalty: 2176.604248
	Iteration 0F: 2 clusters Score -724510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -719103.062500 Penalty: 4353.208496
	Iteration 0F: 3 clusters Score -719103.1 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -720600.875000 Penalty: 4353.208496
	Iteration 1F: 3 clusters Score -720600.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -720945.187500 Penalty: 4353.208496
	Iteration 2F: 3 clusters Score -720945.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -721282.250000 Penalty: 4353.208496
	Iteration 3F: 3 clusters Score -721282.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -721619.687500 Penalty: 4353.208496
	Iteration 4F: 3 clusters Score -721619.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -721967.875000 Penalty: 4353.208496
	Iteration 5F: 3 clusters Score -721967.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -722210.062500 Penalty: 4353.208496
	Iteration 6F: 3 clusters Score -722210.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -722373.625000 Penalty: 4353.208496
	Iteration 7Q: 3 clusters Score -722373.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -722493.875000 Penalty: 4353.208496
	Iteration 8Q: 3 clusters Score -722493.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -722571.500000 Penalty: 4353.208496
	Iteration 9Q: 3 clusters Score -722571.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -722617.312500 Penalty: 4353.208496
	Iteration 10Q: 3 clusters Score -722617.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -722653.000000 Penalty: 4353.208496
	Iteration 11Q: 3 clusters Score -722653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -722679.250000 Penalty: 4353.208496
	Iteration 12Q: 3 clusters Score -722679.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -722698.625000 Penalty: 4353.208496
	Iteration 13Q: 3 clusters Score -722698.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -722715.500000 Penalty: 4353.208496
	Iteration 14Q: 3 clusters Score -722715.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -722722.937500 Penalty: 4353.208496
	Iteration 15Q: 3 clusters Score -722722.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -722732.812500 Penalty: 4353.208496
	Iteration 16Q: 3 clusters Score -722732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -722739.812500 Penalty: 4353.208496
	Iteration 17Q: 3 clusters Score -722739.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -722748.187500 Penalty: 4353.208496
	Iteration 18Q: 3 clusters Score -722748.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -722758.500000 Penalty: 4353.208496
	Iteration 19Q: 3 clusters Score -722758.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -722767.250000 Penalty: 4353.208496
	Iteration 20F: 3 clusters Score -722767.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -722775.500000 Penalty: 4353.208496
	Iteration 21Q: 3 clusters Score -722775.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -722783.562500 Penalty: 4353.208496
	Iteration 22Q: 3 clusters Score -722783.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -722789.562500 Penalty: 4353.208496
	Iteration 23Q: 3 clusters Score -722789.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -722799.312500 Penalty: 4353.208496
	Iteration 24Q: 3 clusters Score -722799.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -722809.500000 Penalty: 4353.208496
	Iteration 25Q: 3 clusters Score -722809.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -722819.187500 Penalty: 4353.208496
	Iteration 26Q: 3 clusters Score -722819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -722829.687500 Penalty: 4353.208496
	Iteration 27Q: 3 clusters Score -722829.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -722841.437500 Penalty: 4353.208496
	Iteration 28Q: 3 clusters Score -722841.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -722848.750000 Penalty: 4353.208496
	Iteration 29Q: 3 clusters Score -722848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -722857.125000 Penalty: 4353.208496
	Iteration 30Q: 3 clusters Score -722857.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -722863.437500 Penalty: 4353.208496
	Iteration 31Q: 3 clusters Score -722863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -722872.187500 Penalty: 4353.208496
	Iteration 32Q: 3 clusters Score -722872.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -722879.625000 Penalty: 4353.208496
	Iteration 33Q: 3 clusters Score -722879.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -722886.750000 Penalty: 4353.208496
	Iteration 34Q: 3 clusters Score -722886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -722892.562500 Penalty: 4353.208496
	Iteration 35Q: 3 clusters Score -722892.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -722901.750000 Penalty: 4353.208496
	Iteration 36Q: 3 clusters Score -722901.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -722915.187500 Penalty: 4353.208496
	Iteration 37Q: 3 clusters Score -722915.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -722933.187500 Penalty: 4353.208496
	Iteration 38Q: 3 clusters Score -722933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -722949.062500 Penalty: 4353.208496
	Iteration 39Q: 3 clusters Score -722949.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -722966.750000 Penalty: 4353.208496
	Iteration 40F: 3 clusters Score -722966.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -722983.000000 Penalty: 4353.208496
	Iteration 41Q: 3 clusters Score -722983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -722997.125000 Penalty: 4353.208496
	Iteration 42Q: 3 clusters Score -722997.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -723005.062500 Penalty: 4353.208496
	Iteration 43Q: 3 clusters Score -723005.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -723015.250000 Penalty: 4353.208496
	Iteration 44Q: 3 clusters Score -723015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -723022.812500 Penalty: 4353.208496
	Iteration 45Q: 3 clusters Score -723022.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -723028.937500 Penalty: 4353.208496
	Iteration 46Q: 3 clusters Score -723028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -723032.187500 Penalty: 4353.208496
	Iteration 47Q: 3 clusters Score -723032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -723034.000000 Penalty: 4353.208496
	Iteration 48Q: 3 clusters Score -723034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -723035.625000 Penalty: 4353.208496
	Iteration 49Q: 3 clusters Score -723035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -723035.437500 Penalty: 4353.208496
	Iteration 50Q: 3 clusters Score -723035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -723036.062500 Penalty: 4353.208496
	Iteration 51Q: 3 clusters Score -723036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -723037.687500 Penalty: 4353.208496
	Iteration 52Q: 3 clusters Score -723037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -723038.375000 Penalty: 4353.208496
	Iteration 53Q: 3 clusters Score -723038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -723038.312500 Penalty: 4353.208496
	Iteration 54Q: 3 clusters Score -723038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -723038.312500 Penalty: 4353.208496
	Iteration 55F: 3 clusters Score -723038.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -1324948.500000 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -1324948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1317007.625000 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -1317008 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1319293.750000 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -1319294 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1319604.875000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -1319605 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1319894.500000 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -1319894 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1320217.875000 Penalty: 4593.708496
	Iteration 4F: 3 clusters Score -1320218 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1320650.375000 Penalty: 4593.708496
	Iteration 5F: 3 clusters Score -1320650 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1321133.375000 Penalty: 4593.708496
	Iteration 6F: 3 clusters Score -1321133 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1321671.500000 Penalty: 4593.708496
	Iteration 7F: 3 clusters Score -1321672 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1322189.500000 Penalty: 4593.708496
	Iteration 8F: 3 clusters Score -1322190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1322609.250000 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -1322609 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1322907.500000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -1322908 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1323112.500000 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -1323112 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1323266.000000 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -1323266 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1323381.750000 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -1323382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1323464.000000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -1323464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1323527.750000 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -1323528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1323570.875000 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -1323571 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1323616.000000 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -1323616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1323649.750000 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -1323650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1323685.375000 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -1323685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1323714.000000 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -1323714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1323747.125000 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -1323747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1323771.250000 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -1323771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1323791.750000 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -1323792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1323805.000000 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -1323805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1323810.500000 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -1323810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1323822.000000 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -1323822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1323834.750000 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -1323835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1323846.625000 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -1323847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1323857.250000 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -1323857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1323867.625000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -1323868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1323877.375000 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -1323877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1323884.250000 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -1323884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1323884.250000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -1323884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1323889.750000 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -1323890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1323892.750000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -1323893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1323891.375000 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -1323891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1323894.875000 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -1323895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1323898.000000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -1323898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1323898.625000 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -1323899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1323899.125000 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -1323899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1323898.875000 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -1323899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1323900.000000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -1323900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1323899.750000 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -1323900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1323899.750000 Penalty: 4593.708496
	Iteration 44F: 3 clusters Score -1323900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -793043.875000 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -793043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -787539.125000 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -787539.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -788986.625000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -788986.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -789338.375000 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -789338.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -789666.125000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -789666.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -790032.812500 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -790032.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -790397.625000 Penalty: 4360.803223
	Iteration 5F: 3 clusters Score -790397.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -790724.500000 Penalty: 4360.803223
	Iteration 6F: 3 clusters Score -790724.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -791008.062500 Penalty: 4360.803223
	Iteration 7F: 3 clusters Score -791008.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -791243.437500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -791243.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -791432.250000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -791432.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -791545.625000 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -791545.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -791614.875000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -791614.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -791667.687500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -791667.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -791710.562500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -791710.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -791754.437500 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -791754.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -791778.812500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -791778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -791801.500000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -791801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -791815.750000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -791815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -791824.062500 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -791824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -791831.687500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -791831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -791838.500000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -791838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -791847.000000 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -791847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -791855.562500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -791855.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -791860.500000 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -791860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -791864.000000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -791864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -791873.250000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -791873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -791879.812500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -791879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -791885.875000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -791885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -791888.437500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -791888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -791891.937500 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -791891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -791890.937500 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -791890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -791893.937500 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -791893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -791893.562500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -791893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -791893.312500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -791893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -791893.312500 Penalty: 4360.803223
	Iteration 34F: 3 clusters Score -791893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -43540.476562 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -43540.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42253.136719 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -42253.14 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42870.476562 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -42870.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43097.093750 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -43097.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43224.578125 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -43224.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43322.417969 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -43322.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43403.304688 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -43403.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43460.554688 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -43460.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43487.039062 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -43487.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43506.093750 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -43506.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43526.363281 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -43526.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43579.972656 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -43579.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43681.937500 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -43681.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43692.066406 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -43692.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43696.347656 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -43696.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43696.347656 Penalty: 3074.445312
	Iteration 14F: 3 clusters Score -43696.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 11272 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 5616 members 
Mstep: Class 48 contains 279 members 
Entering Unmasked Estep 
Score: -141996928.000000 Penalty: 166335.640625
Splitting cluster 34 changes total score from -141992224.000000 to -141996928.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -83533.765625 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -83533.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81828.054688 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -81828.05 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82246.945312 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -82246.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82405.375000 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -82405.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82472.429688 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -82472.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82518.781250 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -82518.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82584.203125 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -82584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82654.968750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -82654.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82711.179688 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -82711.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82755.226562 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -82755.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82819.210938 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -82819.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82879.359375 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -82879.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82952.320312 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -82952.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83019.453125 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -83019.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83083.953125 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -83083.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83143.703125 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -83143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83169.210938 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -83169.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83191.656250 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -83191.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83217.671875 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -83217.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83239.156250 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -83239.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83275.648438 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -83275.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83303.054688 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -83303.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83316.453125 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -83316.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83334.695312 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -83334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83351.437500 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -83351.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83354.992188 Penalty: 3329.626465
	Iteration 24Q: 3 clusters Score -83354.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83354.992188 Penalty: 3329.626465
	Iteration 25F: 3 clusters Score -83354.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -271804.031250 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -271804 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 1070 members 
Entering Unmasked Estep 
Score: -269044.156250 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -269044.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -269535.031250 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -269535 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -269655.625000 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -269655.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269734.656250 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -269734.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -269764.593750 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -269764.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269786.593750 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -269786.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -269801.812500 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -269801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -269812.281250 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -269812.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269822.187500 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -269822.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269829.375000 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -269829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -269833.406250 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -269833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -269836.375000 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -269836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -269842.218750 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -269842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -269845.781250 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -269845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -269849.500000 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -269849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -269852.250000 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -269852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -269854.312500 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -269854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -269856.093750 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -269856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -269856.406250 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -269856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269856.968750 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -269857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269856.968750 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -269857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -130304.164062 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130304.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -130847.828125 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130847.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -131073.140625 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -131073.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131165.765625 Penalty: 3501.570312
	Iteration 3Q: 3 clusters Score -131165.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -131245.140625 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -131245.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -131307.968750 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131363.625000 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131363.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131413.000000 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131453.265625 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131453.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131475.390625 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -131490.593750 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131508.437500 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -131521.640625 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -131528.796875 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -131540.703125 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -131552.453125 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131552.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -131579.546875 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131621.171875 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131621.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131686.156250 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131686.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131756.218750 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131756.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131808.343750 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131834.468750 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131844.390625 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131851.640625 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131853.984375 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131855.656250 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -131855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131856.750000 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -131856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131856.750000 Penalty: 3501.570312
	Iteration 27F: 3 clusters Score -131856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -782439.250000 Penalty: 2190.156006
	Iteration 0F: 2 clusters Score -782439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -776833.250000 Penalty: 4380.312012
	Iteration 0F: 3 clusters Score -776833.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -778353.375000 Penalty: 4380.312012
	Iteration 1F: 3 clusters Score -778353.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -778718.312500 Penalty: 4380.312012
	Iteration 2F: 3 clusters Score -778718.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -779002.687500 Penalty: 4380.312012
	Iteration 3F: 3 clusters Score -779002.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -779272.875000 Penalty: 4380.312012
	Iteration 4F: 3 clusters Score -779272.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -779542.937500 Penalty: 4380.312012
	Iteration 5F: 3 clusters Score -779542.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -779813.937500 Penalty: 4380.312012
	Iteration 6F: 3 clusters Score -779813.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -780058.875000 Penalty: 4380.312012
	Iteration 7Q: 3 clusters Score -780058.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -780294.250000 Penalty: 4380.312012
	Iteration 8Q: 3 clusters Score -780294.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -780491.562500 Penalty: 4380.312012
	Iteration 9Q: 3 clusters Score -780491.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -780659.187500 Penalty: 4380.312012
	Iteration 10Q: 3 clusters Score -780659.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -780780.187500 Penalty: 4380.312012
	Iteration 11Q: 3 clusters Score -780780.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -780864.562500 Penalty: 4380.312012
	Iteration 12Q: 3 clusters Score -780864.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -780939.500000 Penalty: 4380.312012
	Iteration 13Q: 3 clusters Score -780939.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -780994.062500 Penalty: 4380.312012
	Iteration 14Q: 3 clusters Score -780994.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -781035.000000 Penalty: 4380.312012
	Iteration 15Q: 3 clusters Score -781035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -781068.250000 Penalty: 4380.312012
	Iteration 16Q: 3 clusters Score -781068.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -781090.187500 Penalty: 4380.312012
	Iteration 17Q: 3 clusters Score -781090.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -781109.000000 Penalty: 4380.312012
	Iteration 18Q: 3 clusters Score -781109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -781123.750000 Penalty: 4380.312012
	Iteration 19Q: 3 clusters Score -781123.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -781132.000000 Penalty: 4380.312012
	Iteration 20F: 3 clusters Score -781132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -781139.250000 Penalty: 4380.312012
	Iteration 21Q: 3 clusters Score -781139.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -781147.500000 Penalty: 4380.312012
	Iteration 22Q: 3 clusters Score -781147.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -781153.750000 Penalty: 4380.312012
	Iteration 23Q: 3 clusters Score -781153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -781162.437500 Penalty: 4380.312012
	Iteration 24Q: 3 clusters Score -781162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -781168.500000 Penalty: 4380.312012
	Iteration 25Q: 3 clusters Score -781168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -781170.062500 Penalty: 4380.312012
	Iteration 26Q: 3 clusters Score -781170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -781174.687500 Penalty: 4380.312012
	Iteration 27Q: 3 clusters Score -781174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -781179.125000 Penalty: 4380.312012
	Iteration 28Q: 3 clusters Score -781179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -781179.312500 Penalty: 4380.312012
	Iteration 29Q: 3 clusters Score -781179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -781182.875000 Penalty: 4380.312012
	Iteration 30Q: 3 clusters Score -781182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -781186.250000 Penalty: 4380.312012
	Iteration 31Q: 3 clusters Score -781186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -781187.750000 Penalty: 4380.312012
	Iteration 32Q: 3 clusters Score -781187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -781191.750000 Penalty: 4380.312012
	Iteration 33Q: 3 clusters Score -781191.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -781199.000000 Penalty: 4380.312012
	Iteration 34Q: 3 clusters Score -781199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -781208.062500 Penalty: 4380.312012
	Iteration 35Q: 3 clusters Score -781208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -781215.500000 Penalty: 4380.312012
	Iteration 36Q: 3 clusters Score -781215.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -781218.000000 Penalty: 4380.312012
	Iteration 37Q: 3 clusters Score -781218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -781225.687500 Penalty: 4380.312012
	Iteration 38Q: 3 clusters Score -781225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -781233.312500 Penalty: 4380.312012
	Iteration 39Q: 3 clusters Score -781233.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -781236.000000 Penalty: 4380.312012
	Iteration 40F: 3 clusters Score -781236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -781237.812500 Penalty: 4380.312012
	Iteration 41Q: 3 clusters Score -781237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -781244.125000 Penalty: 4380.312012
	Iteration 42Q: 3 clusters Score -781244.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -781250.250000 Penalty: 4380.312012
	Iteration 43Q: 3 clusters Score -781250.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -781260.375000 Penalty: 4380.312012
	Iteration 44Q: 3 clusters Score -781260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -781270.687500 Penalty: 4380.312012
	Iteration 45Q: 3 clusters Score -781270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -781274.625000 Penalty: 4380.312012
	Iteration 46Q: 3 clusters Score -781274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -781275.500000 Penalty: 4380.312012
	Iteration 47Q: 3 clusters Score -781275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -781276.687500 Penalty: 4380.312012
	Iteration 48Q: 3 clusters Score -781276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -781276.875000 Penalty: 4380.312012
	Iteration 49Q: 3 clusters Score -781276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -781276.625000 Penalty: 4380.312012
	Iteration 50Q: 3 clusters Score -781276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -781279.562500 Penalty: 4380.312012
	Iteration 51Q: 3 clusters Score -781279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -781278.937500 Penalty: 4380.312012
	Iteration 52Q: 3 clusters Score -781278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -781279.687500 Penalty: 4380.312012
	Iteration 53Q: 3 clusters Score -781279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -781281.812500 Penalty: 4380.312012
	Iteration 54Q: 3 clusters Score -781281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -781281.062500 Penalty: 4380.312012
	Iteration 55Q: 3 clusters Score -781281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -781280.687500 Penalty: 4380.312012
	Iteration 56Q: 3 clusters Score -781280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -781282.500000 Penalty: 4380.312012
	Iteration 57Q: 3 clusters Score -781282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -781283.375000 Penalty: 4380.312012
	Iteration 58Q: 3 clusters Score -781283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -781285.187500 Penalty: 4380.312012
	Iteration 59Q: 3 clusters Score -781285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -781284.000000 Penalty: 4380.312012
	Iteration 60F: 3 clusters Score -781284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -781286.250000 Penalty: 4380.312012
	Iteration 61Q: 3 clusters Score -781286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -781287.937500 Penalty: 4380.312012
	Iteration 62Q: 3 clusters Score -781287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -781288.562500 Penalty: 4380.312012
	Iteration 63Q: 3 clusters Score -781288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -781289.500000 Penalty: 4380.312012
	Iteration 64Q: 3 clusters Score -781289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -781296.250000 Penalty: 4380.312012
	Iteration 65Q: 3 clusters Score -781296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -781297.875000 Penalty: 4380.312012
	Iteration 66Q: 3 clusters Score -781297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -781300.187500 Penalty: 4380.312012
	Iteration 67Q: 3 clusters Score -781300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -781298.375000 Penalty: 4380.312012
	Iteration 68Q: 3 clusters Score -781298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -781298.375000 Penalty: 4380.312012
	Iteration 69F: 3 clusters Score -781298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (28541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Entering Unmasked Estep 
Score: -3631333.250000 Penalty: 2544.256104
	Iteration 0F: 2 clusters Score -3631333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3611770.250000 Penalty: 5088.512207
	Iteration 0F: 3 clusters Score -3611770 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3618636.000000 Penalty: 5088.512207
	Iteration 1F: 3 clusters Score -3618636 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3619141.250000 Penalty: 5088.512207
	Iteration 2Q: 3 clusters Score -3619141 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3619621.500000 Penalty: 5088.512207
	Iteration 3Q: 3 clusters Score -3619622 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3620218.250000 Penalty: 5088.512207
	Iteration 4Q: 3 clusters Score -3620218 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3620980.250000 Penalty: 5088.512207
	Iteration 5F: 3 clusters Score -3620980 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3622102.000000 Penalty: 5088.512207
	Iteration 6F: 3 clusters Score -3622102 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3623706.500000 Penalty: 5088.512207
	Iteration 7F: 3 clusters Score -3623706 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3625546.500000 Penalty: 5088.512207
	Iteration 8F: 3 clusters Score -3625546 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3627106.500000 Penalty: 5088.512207
	Iteration 9F: 3 clusters Score -3627106 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3628095.250000 Penalty: 5088.512207
	Iteration 10Q: 3 clusters Score -3628095 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3628583.750000 Penalty: 5088.512207
	Iteration 11Q: 3 clusters Score -3628584 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3628827.500000 Penalty: 5088.512207
	Iteration 12Q: 3 clusters Score -3628828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3628960.500000 Penalty: 5088.512207
	Iteration 13Q: 3 clusters Score -3628960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3629013.000000 Penalty: 5088.512207
	Iteration 14Q: 3 clusters Score -3629013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3629040.750000 Penalty: 5088.512207
	Iteration 15Q: 3 clusters Score -3629041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3629049.500000 Penalty: 5088.512207
	Iteration 16Q: 3 clusters Score -3629050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3629058.000000 Penalty: 5088.512207
	Iteration 17Q: 3 clusters Score -3629058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3629064.500000 Penalty: 5088.512207
	Iteration 18Q: 3 clusters Score -3629064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3629070.750000 Penalty: 5088.512207
	Iteration 19Q: 3 clusters Score -3629071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3629075.750000 Penalty: 5088.512207
	Iteration 20F: 3 clusters Score -3629076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3629079.750000 Penalty: 5088.512207
	Iteration 21Q: 3 clusters Score -3629080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3629083.000000 Penalty: 5088.512207
	Iteration 22Q: 3 clusters Score -3629083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3629080.750000 Penalty: 5088.512207
	Iteration 23Q: 3 clusters Score -3629081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3629083.250000 Penalty: 5088.512207
	Iteration 24Q: 3 clusters Score -3629083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3629090.000000 Penalty: 5088.512207
	Iteration 25Q: 3 clusters Score -3629090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3629089.500000 Penalty: 5088.512207
	Iteration 26Q: 3 clusters Score -3629090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3629089.000000 Penalty: 5088.512207
	Iteration 27Q: 3 clusters Score -3629089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3629089.000000 Penalty: 5088.512207
	Iteration 28F: 3 clusters Score -3629089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -139054.921875 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -139054.9 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 625 members 
Entering Unmasked Estep 
Score: -136984.234375 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -136984.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137452.375000 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -137452.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137725.468750 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -137725.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138123.937500 Penalty: 3535.734131
	Iteration 3F: 3 clusters Score -138123.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138633.171875 Penalty: 3535.734131
	Iteration 4F: 3 clusters Score -138633.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139054.062500 Penalty: 3535.734131
	Iteration 5F: 3 clusters Score -139054.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -139380.453125 Penalty: 3535.734131
	Iteration 6F: 3 clusters Score -139380.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -139624.515625 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -139624.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -139781.953125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -139782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139883.593750 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -139883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -139970.156250 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -139970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -139994.031250 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -139994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139997.203125 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -139997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139997.203125 Penalty: 3535.734131
	Iteration 13F: 3 clusters Score -139997.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 328 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 11272 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 5616 members 
Mstep: Class 48 contains 279 members 
Mstep: Class 49 contains 919 members 
Entering Unmasked Estep 
Score: -141995984.000000 Penalty: 169800.968750
Splitting cluster 40 changes total score from -141992224.000000 to -141995984.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 41 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -61374.679688 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -61374.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59769.312500 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -59769.31 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59961.242188 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -59961.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60047.207031 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -60047.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60102.621094 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -60102.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60141.906250 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -60141.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60165.652344 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -60165.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60173.460938 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -60173.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60194.984375 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -60194.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60199.988281 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -60199.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60208.464844 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -60208.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60219.472656 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -60219.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60223.789062 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -60223.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60223.789062 Penalty: 3143.065674
	Iteration 12F: 3 clusters Score -60223.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Entering Unmasked Estep 
Score: -1950691.375000 Penalty: 2395.604248
	Iteration 0F: 2 clusters Score -1950691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1939349.500000 Penalty: 4791.208496
	Iteration 0F: 3 clusters Score -1939350 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1943007.375000 Penalty: 4791.208496
	Iteration 1F: 3 clusters Score -1943007 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1943376.500000 Penalty: 4791.208496
	Iteration 2F: 3 clusters Score -1943376 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1943719.500000 Penalty: 4791.208496
	Iteration 3F: 3 clusters Score -1943720 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1944103.875000 Penalty: 4791.208496
	Iteration 4F: 3 clusters Score -1944104 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1944652.500000 Penalty: 4791.208496
	Iteration 5F: 3 clusters Score -1944652 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1945396.750000 Penalty: 4791.208496
	Iteration 6F: 3 clusters Score -1945397 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1946205.250000 Penalty: 4791.208496
	Iteration 7F: 3 clusters Score -1946205 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1946996.875000 Penalty: 4791.208496
	Iteration 8F: 3 clusters Score -1946997 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1947562.750000 Penalty: 4791.208496
	Iteration 9F: 3 clusters Score -1947563 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1947950.125000 Penalty: 4791.208496
	Iteration 10Q: 3 clusters Score -1947950 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1948252.625000 Penalty: 4791.208496
	Iteration 11Q: 3 clusters Score -1948253 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1948476.000000 Penalty: 4791.208496
	Iteration 12Q: 3 clusters Score -1948476 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1948662.875000 Penalty: 4791.208496
	Iteration 13Q: 3 clusters Score -1948663 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1948807.625000 Penalty: 4791.208496
	Iteration 14Q: 3 clusters Score -1948808 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1948923.875000 Penalty: 4791.208496
	Iteration 15Q: 3 clusters Score -1948924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1949003.875000 Penalty: 4791.208496
	Iteration 16Q: 3 clusters Score -1949004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1949067.125000 Penalty: 4791.208496
	Iteration 17Q: 3 clusters Score -1949067 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1949129.000000 Penalty: 4791.208496
	Iteration 18Q: 3 clusters Score -1949129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1949173.125000 Penalty: 4791.208496
	Iteration 19Q: 3 clusters Score -1949173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1949208.125000 Penalty: 4791.208496
	Iteration 20F: 3 clusters Score -1949208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1949250.125000 Penalty: 4791.208496
	Iteration 21Q: 3 clusters Score -1949250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1949288.875000 Penalty: 4791.208496
	Iteration 22Q: 3 clusters Score -1949289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1949322.750000 Penalty: 4791.208496
	Iteration 23Q: 3 clusters Score -1949323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1949341.750000 Penalty: 4791.208496
	Iteration 24Q: 3 clusters Score -1949342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1949361.500000 Penalty: 4791.208496
	Iteration 25Q: 3 clusters Score -1949362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1949379.000000 Penalty: 4791.208496
	Iteration 26Q: 3 clusters Score -1949379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1949394.750000 Penalty: 4791.208496
	Iteration 27Q: 3 clusters Score -1949395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1949397.250000 Penalty: 4791.208496
	Iteration 28Q: 3 clusters Score -1949397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1949402.250000 Penalty: 4791.208496
	Iteration 29Q: 3 clusters Score -1949402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1949411.875000 Penalty: 4791.208496
	Iteration 30Q: 3 clusters Score -1949412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1949420.625000 Penalty: 4791.208496
	Iteration 31Q: 3 clusters Score -1949421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1949424.375000 Penalty: 4791.208496
	Iteration 32Q: 3 clusters Score -1949424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1949424.875000 Penalty: 4791.208496
	Iteration 33Q: 3 clusters Score -1949425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1949425.125000 Penalty: 4791.208496
	Iteration 34Q: 3 clusters Score -1949425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1949429.125000 Penalty: 4791.208496
	Iteration 35Q: 3 clusters Score -1949429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1949424.500000 Penalty: 4791.208496
	Iteration 36Q: 3 clusters Score -1949424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1949426.000000 Penalty: 4791.208496
	Iteration 37Q: 3 clusters Score -1949426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1949427.125000 Penalty: 4791.208496
	Iteration 38Q: 3 clusters Score -1949427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1949427.125000 Penalty: 4791.208496
	Iteration 39F: 3 clusters Score -1949427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Entering Unmasked Estep 
Score: -2887426.750000 Penalty: 2489.601807
	Iteration 0F: 2 clusters Score -2887427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2871344.000000 Penalty: 4979.203613
	Iteration 0F: 3 clusters Score -2871344 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2877020.000000 Penalty: 4979.203613
	Iteration 1F: 3 clusters Score -2877020 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2877475.750000 Penalty: 4979.203613
	Iteration 2F: 3 clusters Score -2877476 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2877872.250000 Penalty: 4979.203613
	Iteration 3Q: 3 clusters Score -2877872 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2878307.000000 Penalty: 4979.203613
	Iteration 4Q: 3 clusters Score -2878307 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2878761.750000 Penalty: 4979.203613
	Iteration 5Q: 3 clusters Score -2878762 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2879284.750000 Penalty: 4979.203613
	Iteration 6Q: 3 clusters Score -2879285 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2879950.500000 Penalty: 4979.203613
	Iteration 7Q: 3 clusters Score -2879950 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2880741.000000 Penalty: 4979.203613
	Iteration 8F: 3 clusters Score -2880741 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2881510.000000 Penalty: 4979.203613
	Iteration 9F: 3 clusters Score -2881510 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2882169.250000 Penalty: 4979.203613
	Iteration 10Q: 3 clusters Score -2882169 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2882631.000000 Penalty: 4979.203613
	Iteration 11Q: 3 clusters Score -2882631 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2882885.000000 Penalty: 4979.203613
	Iteration 12Q: 3 clusters Score -2882885 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2883040.750000 Penalty: 4979.203613
	Iteration 13Q: 3 clusters Score -2883041 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2883147.000000 Penalty: 4979.203613
	Iteration 14Q: 3 clusters Score -2883147 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2883213.750000 Penalty: 4979.203613
	Iteration 15Q: 3 clusters Score -2883214 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2883267.250000 Penalty: 4979.203613
	Iteration 16Q: 3 clusters Score -2883267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2883313.750000 Penalty: 4979.203613
	Iteration 17Q: 3 clusters Score -2883314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2883354.750000 Penalty: 4979.203613
	Iteration 18Q: 3 clusters Score -2883355 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2883391.250000 Penalty: 4979.203613
	Iteration 19Q: 3 clusters Score -2883391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2883429.500000 Penalty: 4979.203613
	Iteration 20F: 3 clusters Score -2883430 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2883445.000000 Penalty: 4979.203613
	Iteration 21Q: 3 clusters Score -2883445 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2883483.750000 Penalty: 4979.203613
	Iteration 22Q: 3 clusters Score -2883484 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2883504.500000 Penalty: 4979.203613
	Iteration 23Q: 3 clusters Score -2883504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2883508.500000 Penalty: 4979.203613
	Iteration 24Q: 3 clusters Score -2883508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2883534.500000 Penalty: 4979.203613
	Iteration 25Q: 3 clusters Score -2883534 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2883557.250000 Penalty: 4979.203613
	Iteration 26Q: 3 clusters Score -2883557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2883571.500000 Penalty: 4979.203613
	Iteration 27Q: 3 clusters Score -2883572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2883587.000000 Penalty: 4979.203613
	Iteration 28Q: 3 clusters Score -2883587 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2883601.750000 Penalty: 4979.203613
	Iteration 29Q: 3 clusters Score -2883602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2883633.250000 Penalty: 4979.203613
	Iteration 30Q: 3 clusters Score -2883633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2883652.750000 Penalty: 4979.203613
	Iteration 31Q: 3 clusters Score -2883653 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2883678.250000 Penalty: 4979.203613
	Iteration 32Q: 3 clusters Score -2883678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2883697.500000 Penalty: 4979.203613
	Iteration 33Q: 3 clusters Score -2883698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2883734.250000 Penalty: 4979.203613
	Iteration 34Q: 3 clusters Score -2883734 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2883783.000000 Penalty: 4979.203613
	Iteration 35Q: 3 clusters Score -2883783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2883856.750000 Penalty: 4979.203613
	Iteration 36Q: 3 clusters Score -2883857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2883937.500000 Penalty: 4979.203613
	Iteration 37Q: 3 clusters Score -2883938 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2884011.500000 Penalty: 4979.203613
	Iteration 38Q: 3 clusters Score -2884012 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2884085.000000 Penalty: 4979.203613
	Iteration 39Q: 3 clusters Score -2884085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2884182.750000 Penalty: 4979.203613
	Iteration 40F: 3 clusters Score -2884183 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2884307.250000 Penalty: 4979.203613
	Iteration 41Q: 3 clusters Score -2884307 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2884398.500000 Penalty: 4979.203613
	Iteration 42Q: 3 clusters Score -2884398 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2884478.500000 Penalty: 4979.203613
	Iteration 43Q: 3 clusters Score -2884478 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2884563.500000 Penalty: 4979.203613
	Iteration 44Q: 3 clusters Score -2884564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2884641.000000 Penalty: 4979.203613
	Iteration 45Q: 3 clusters Score -2884641 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2884730.500000 Penalty: 4979.203613
	Iteration 46Q: 3 clusters Score -2884730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2884780.250000 Penalty: 4979.203613
	Iteration 47Q: 3 clusters Score -2884780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2884833.500000 Penalty: 4979.203613
	Iteration 48Q: 3 clusters Score -2884834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2884900.500000 Penalty: 4979.203613
	Iteration 49Q: 3 clusters Score -2884900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2884973.250000 Penalty: 4979.203613
	Iteration 50Q: 3 clusters Score -2884973 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2885009.750000 Penalty: 4979.203613
	Iteration 51Q: 3 clusters Score -2885010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2885048.250000 Penalty: 4979.203613
	Iteration 52Q: 3 clusters Score -2885048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2885090.750000 Penalty: 4979.203613
	Iteration 53Q: 3 clusters Score -2885091 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2885116.500000 Penalty: 4979.203613
	Iteration 54Q: 3 clusters Score -2885116 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2885136.250000 Penalty: 4979.203613
	Iteration 55Q: 3 clusters Score -2885136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2885169.250000 Penalty: 4979.203613
	Iteration 56Q: 3 clusters Score -2885169 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2885187.000000 Penalty: 4979.203613
	Iteration 57Q: 3 clusters Score -2885187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2885206.250000 Penalty: 4979.203613
	Iteration 58Q: 3 clusters Score -2885206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2885221.750000 Penalty: 4979.203613
	Iteration 59Q: 3 clusters Score -2885222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2885232.750000 Penalty: 4979.203613
	Iteration 60F: 3 clusters Score -2885233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2885251.000000 Penalty: 4979.203613
	Iteration 61Q: 3 clusters Score -2885251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2885259.750000 Penalty: 4979.203613
	Iteration 62Q: 3 clusters Score -2885260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2885276.250000 Penalty: 4979.203613
	Iteration 63Q: 3 clusters Score -2885276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2885296.000000 Penalty: 4979.203613
	Iteration 64Q: 3 clusters Score -2885296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2885302.750000 Penalty: 4979.203613
	Iteration 65Q: 3 clusters Score -2885303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2885313.500000 Penalty: 4979.203613
	Iteration 66Q: 3 clusters Score -2885314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2885314.500000 Penalty: 4979.203613
	Iteration 67Q: 3 clusters Score -2885314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2885323.500000 Penalty: 4979.203613
	Iteration 68Q: 3 clusters Score -2885324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2885332.500000 Penalty: 4979.203613
	Iteration 69Q: 3 clusters Score -2885332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2885353.000000 Penalty: 4979.203613
	Iteration 70Q: 3 clusters Score -2885353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2885359.000000 Penalty: 4979.203613
	Iteration 71Q: 3 clusters Score -2885359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2885373.250000 Penalty: 4979.203613
	Iteration 72Q: 3 clusters Score -2885373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2885378.500000 Penalty: 4979.203613
	Iteration 73Q: 3 clusters Score -2885378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2885375.250000 Penalty: 4979.203613
	Iteration 74Q: 3 clusters Score -2885375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2885387.750000 Penalty: 4979.203613
	Iteration 75Q: 3 clusters Score -2885388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2885388.000000 Penalty: 4979.203613
	Iteration 76Q: 3 clusters Score -2885388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2885399.500000 Penalty: 4979.203613
	Iteration 77Q: 3 clusters Score -2885400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2885401.750000 Penalty: 4979.203613
	Iteration 78Q: 3 clusters Score -2885402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2885397.750000 Penalty: 4979.203613
	Iteration 79Q: 3 clusters Score -2885398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2885401.000000 Penalty: 4979.203613
	Iteration 80F: 3 clusters Score -2885401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2885402.750000 Penalty: 4979.203613
	Iteration 81Q: 3 clusters Score -2885403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2885400.500000 Penalty: 4979.203613
	Iteration 82Q: 3 clusters Score -2885400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2885406.500000 Penalty: 4979.203613
	Iteration 83Q: 3 clusters Score -2885406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2885403.500000 Penalty: 4979.203613
	Iteration 84Q: 3 clusters Score -2885404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2885412.000000 Penalty: 4979.203613
	Iteration 85Q: 3 clusters Score -2885412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2885411.250000 Penalty: 4979.203613
	Iteration 86Q: 3 clusters Score -2885411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2885410.500000 Penalty: 4979.203613
	Iteration 87Q: 3 clusters Score -2885410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2885406.250000 Penalty: 4979.203613
	Iteration 88Q: 3 clusters Score -2885406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2885413.500000 Penalty: 4979.203613
	Iteration 89Q: 3 clusters Score -2885414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2885412.000000 Penalty: 4979.203613
	Iteration 90Q: 3 clusters Score -2885412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2885417.000000 Penalty: 4979.203613
	Iteration 91Q: 3 clusters Score -2885417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2885417.750000 Penalty: 4979.203613
	Iteration 92Q: 3 clusters Score -2885418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2885414.750000 Penalty: 4979.203613
	Iteration 93Q: 3 clusters Score -2885415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2885417.000000 Penalty: 4979.203613
	Iteration 94Q: 3 clusters Score -2885417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2885419.000000 Penalty: 4979.203613
	Iteration 95Q: 3 clusters Score -2885419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2885416.500000 Penalty: 4979.203613
	Iteration 96Q: 3 clusters Score -2885416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2885417.750000 Penalty: 4979.203613
	Iteration 97Q: 3 clusters Score -2885418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2885415.500000 Penalty: 4979.203613
	Iteration 98Q: 3 clusters Score -2885416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2885419.000000 Penalty: 4979.203613
	Iteration 99Q: 3 clusters Score -2885419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2885416.750000 Penalty: 4979.203613
	Iteration 100F: 3 clusters Score -2885417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2885417.750000 Penalty: 4979.203613
	Iteration 101Q: 3 clusters Score -2885418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2885422.500000 Penalty: 4979.203613
	Iteration 102Q: 3 clusters Score -2885422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2885424.750000 Penalty: 4979.203613
	Iteration 103Q: 3 clusters Score -2885425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2885423.750000 Penalty: 4979.203613
	Iteration 104Q: 3 clusters Score -2885424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2885420.750000 Penalty: 4979.203613
	Iteration 105Q: 3 clusters Score -2885421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2885424.500000 Penalty: 4979.203613
	Iteration 106Q: 3 clusters Score -2885424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2885423.000000 Penalty: 4979.203613
	Iteration 107Q: 3 clusters Score -2885423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2885425.500000 Penalty: 4979.203613
	Iteration 108Q: 3 clusters Score -2885426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2885426.000000 Penalty: 4979.203613
	Iteration 109Q: 3 clusters Score -2885426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2885427.250000 Penalty: 4979.203613
	Iteration 110Q: 3 clusters Score -2885427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2885425.000000 Penalty: 4979.203613
	Iteration 111Q: 3 clusters Score -2885425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2885425.000000 Penalty: 4979.203613
	Iteration 112F: 3 clusters Score -2885425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -235006.937500 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -235006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232287.984375 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -232288 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232762.296875 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -232762.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232902.968750 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -232903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232980.515625 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -232980.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233033.078125 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -233033.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233066.390625 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -233066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233086.046875 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -233086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233104.140625 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -233104.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233124.609375 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -233124.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233148.156250 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -233148.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233170.578125 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -233170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233190.406250 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -233190.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233204.578125 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -233204.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -233220.562500 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -233220.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233246.203125 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -233246.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233272.218750 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -233272.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233287.062500 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -233287.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233303.546875 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -233303.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233321.578125 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -233321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233329.218750 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -233329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233339.687500 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -233339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233350.593750 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -233350.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -233361.468750 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -233361.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233378.078125 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -233378.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233392.812500 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -233392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233397.781250 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -233397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233400.671875 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -233400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233404.156250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -233404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233404.953125 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -233405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233406.734375 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -233406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233409.015625 Penalty: 3793.774902
	Iteration 30Q: 3 clusters Score -233409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233410.031250 Penalty: 3793.774902
	Iteration 31Q: 3 clusters Score -233410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233412.406250 Penalty: 3793.774902
	Iteration 32Q: 3 clusters Score -233412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233416.578125 Penalty: 3793.774902
	Iteration 33Q: 3 clusters Score -233416.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233421.640625 Penalty: 3793.774902
	Iteration 34Q: 3 clusters Score -233421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233424.562500 Penalty: 3793.774902
	Iteration 35Q: 3 clusters Score -233424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233426.312500 Penalty: 3793.774902
	Iteration 36Q: 3 clusters Score -233426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233428.031250 Penalty: 3793.774902
	Iteration 37Q: 3 clusters Score -233428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -233429.187500 Penalty: 3793.774902
	Iteration 38Q: 3 clusters Score -233429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -233431.390625 Penalty: 3793.774902
	Iteration 39Q: 3 clusters Score -233431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233432.921875 Penalty: 3793.774902
	Iteration 40F: 3 clusters Score -233432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -233434.093750 Penalty: 3793.774902
	Iteration 41Q: 3 clusters Score -233434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233434.968750 Penalty: 3793.774902
	Iteration 42Q: 3 clusters Score -233435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -233435.437500 Penalty: 3793.774902
	Iteration 43Q: 3 clusters Score -233435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233437.406250 Penalty: 3793.774902
	Iteration 44Q: 3 clusters Score -233437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233438.046875 Penalty: 3793.774902
	Iteration 45Q: 3 clusters Score -233438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233438.281250 Penalty: 3793.774902
	Iteration 46Q: 3 clusters Score -233438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -233438.812500 Penalty: 3793.774902
	Iteration 47Q: 3 clusters Score -233438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233439.046875 Penalty: 3793.774902
	Iteration 48Q: 3 clusters Score -233439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233439.046875 Penalty: 3793.774902
	Iteration 49F: 3 clusters Score -233439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 41518 members 
Mstep: Class 14 contains 7626 members 
Mstep: Class 15 contains 28466 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 60550 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 370910 members 
Mstep: Class 22 contains 68767 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 12351 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 30100 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 28541 members 
Mstep: Class 40 contains 328 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 22896 members 
Mstep: Class 44 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997808.000000 Penalty: 169800.968750
Iteration 159Q: 50 clusters Score -1.419978e+08 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 17019 members 
Mstep: Class 5 contains 42787 members 
Mstep: Class 6 contains 35704 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 30704 members 
Mstep: Class 13 contains 41720 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 28568 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 60458 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 158938 members 
Mstep: Class 21 contains 372157 members 
Mstep: Class 22 contains 67622 members 
Mstep: Class 23 contains 11914 members 
Mstep: Class 24 contains 293 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 12345 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 6511 members 
Mstep: Class 29 contains 30028 members 
Mstep: Class 30 contains 52283 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10478 members 
Mstep: Class 33 contains 6581 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6841 members 
Mstep: Class 39 contains 28567 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 15764 members 
Mstep: Class 43 contains 22940 members 
Mstep: Class 44 contains 2100 members 
Mstep: Class 45 contains 11152 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 5366 members 
Mstep: Class 48 contains 281 members 
Mstep: Class 49 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000336.000000 Penalty: 169800.968750
Iteration 160F: 50 clusters Score -1.420003e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 16908 members 
Mstep: Class 5 contains 42513 members 
Mstep: Class 6 contains 35540 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 30562 members 
Mstep: Class 13 contains 41277 members 
Mstep: Class 14 contains 7625 members 
Mstep: Class 15 contains 28292 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 60356 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 158856 members 
Mstep: Class 21 contains 372860 members 
Mstep: Class 22 contains 66769 members 
Mstep: Class 23 contains 11882 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 16363 members 
Mstep: Class 26 contains 12344 members 
Mstep: Class 27 contains 2495 members 
Mstep: Class 28 contains 6426 members 
Mstep: Class 29 contains 29917 members 
Mstep: Class 30 contains 52167 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 6570 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 28554 members 
Mstep: Class 40 contains 566 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 15888 members 
Mstep: Class 43 contains 22897 members 
Mstep: Class 44 contains 2056 members 
Mstep: Class 45 contains 12895 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002128.000000 Penalty: 169800.968750
Iteration 161Q: 50 clusters Score -1.420021e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16826 members 
Mstep: Class 5 contains 42250 members 
Mstep: Class 6 contains 35420 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 6028 members 
Mstep: Class 9 contains 14420 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 30431 members 
Mstep: Class 13 contains 40866 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 28022 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 60359 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 158794 members 
Mstep: Class 21 contains 373431 members 
Mstep: Class 22 contains 66078 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 16368 members 
Mstep: Class 26 contains 12349 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 6380 members 
Mstep: Class 29 contains 29879 members 
Mstep: Class 30 contains 52095 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10434 members 
Mstep: Class 33 contains 6546 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 28568 members 
Mstep: Class 40 contains 613 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16015 members 
Mstep: Class 43 contains 22895 members 
Mstep: Class 44 contains 2038 members 
Mstep: Class 45 contains 14196 members 
Mstep: Class 46 contains 254 members 
Mstep: Class 47 contains 5629 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003072.000000 Penalty: 169800.968750
Iteration 162Q: 50 clusters Score -1.420031e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16773 members 
Mstep: Class 5 contains 42001 members 
Mstep: Class 6 contains 35344 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6027 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 11199 members 
Mstep: Class 11 contains 10256 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 40559 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 27796 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2713 members 
Mstep: Class 20 contains 158771 members 
Mstep: Class 21 contains 373707 members 
Mstep: Class 22 contains 65556 members 
Mstep: Class 23 contains 11852 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 16378 members 
Mstep: Class 26 contains 12344 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6349 members 
Mstep: Class 29 contains 29848 members 
Mstep: Class 30 contains 52032 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 10418 members 
Mstep: Class 33 contains 6521 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 28604 members 
Mstep: Class 40 contains 648 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16143 members 
Mstep: Class 43 contains 22886 members 
Mstep: Class 44 contains 2022 members 
Mstep: Class 45 contains 15340 members 
Mstep: Class 46 contains 266 members 
Mstep: Class 47 contains 5708 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003200.000000 Penalty: 169800.968750
Iteration 163Q: 50 clusters Score -1.420032e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16722 members 
Mstep: Class 5 contains 41770 members 
Mstep: Class 6 contains 35280 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 11202 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 30181 members 
Mstep: Class 13 contains 40277 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 27646 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 60446 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 158769 members 
Mstep: Class 21 contains 374007 members 
Mstep: Class 22 contains 65075 members 
Mstep: Class 23 contains 11843 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 16375 members 
Mstep: Class 26 contains 12345 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6320 members 
Mstep: Class 29 contains 29828 members 
Mstep: Class 30 contains 51953 members 
Mstep: Class 31 contains 6460 members 
Mstep: Class 32 contains 10407 members 
Mstep: Class 33 contains 6498 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 28643 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16261 members 
Mstep: Class 43 contains 22875 members 
Mstep: Class 44 contains 2016 members 
Mstep: Class 45 contains 16297 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 5756 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003648.000000 Penalty: 169800.968750
Iteration 164Q: 50 clusters Score -1.420036e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 41539 members 
Mstep: Class 6 contains 35251 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 11203 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 30035 members 
Mstep: Class 13 contains 40026 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 60538 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 158755 members 
Mstep: Class 21 contains 374186 members 
Mstep: Class 22 contains 64648 members 
Mstep: Class 23 contains 11842 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 16387 members 
Mstep: Class 26 contains 12350 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 29812 members 
Mstep: Class 30 contains 51916 members 
Mstep: Class 31 contains 6456 members 
Mstep: Class 32 contains 10400 members 
Mstep: Class 33 contains 6474 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 28694 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16380 members 
Mstep: Class 43 contains 22855 members 
Mstep: Class 44 contains 2018 members 
Mstep: Class 45 contains 17167 members 
Mstep: Class 46 contains 306 members 
Mstep: Class 47 contains 5798 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004608.000000 Penalty: 169800.968750
Iteration 165Q: 50 clusters Score -1.420046e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16666 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 35233 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 11206 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 29905 members 
Mstep: Class 13 contains 39845 members 
Mstep: Class 14 contains 7585 members 
Mstep: Class 15 contains 27377 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 60586 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 158731 members 
Mstep: Class 21 contains 374317 members 
Mstep: Class 22 contains 64292 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 16387 members 
Mstep: Class 26 contains 12343 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6284 members 
Mstep: Class 29 contains 29812 members 
Mstep: Class 30 contains 51874 members 
Mstep: Class 31 contains 6459 members 
Mstep: Class 32 contains 10394 members 
Mstep: Class 33 contains 6447 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 28729 members 
Mstep: Class 40 contains 676 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16494 members 
Mstep: Class 43 contains 22827 members 
Mstep: Class 44 contains 2010 members 
Mstep: Class 45 contains 17937 members 
Mstep: Class 46 contains 320 members 
Mstep: Class 47 contains 5826 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004560.000000 Penalty: 169800.968750
Iteration 166Q: 50 clusters Score -1.420046e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16647 members 
Mstep: Class 5 contains 41175 members 
Mstep: Class 6 contains 35213 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 10257 members 
Mstep: Class 12 contains 29780 members 
Mstep: Class 13 contains 39702 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 60676 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 158699 members 
Mstep: Class 21 contains 374426 members 
Mstep: Class 22 contains 63969 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 305 members 
Mstep: Class 25 contains 16374 members 
Mstep: Class 26 contains 12335 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 29784 members 
Mstep: Class 30 contains 51825 members 
Mstep: Class 31 contains 6457 members 
Mstep: Class 32 contains 10390 members 
Mstep: Class 33 contains 6422 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 28764 members 
Mstep: Class 40 contains 685 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16603 members 
Mstep: Class 43 contains 22809 members 
Mstep: Class 44 contains 2004 members 
Mstep: Class 45 contains 18613 members 
Mstep: Class 46 contains 324 members 
Mstep: Class 47 contains 5851 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005072.000000 Penalty: 169800.968750
Iteration 167Q: 50 clusters Score -1.420051e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 41048 members 
Mstep: Class 6 contains 35192 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 10256 members 
Mstep: Class 12 contains 29679 members 
Mstep: Class 13 contains 39587 members 
Mstep: Class 14 contains 7570 members 
Mstep: Class 15 contains 27190 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 60739 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 158674 members 
Mstep: Class 21 contains 374525 members 
Mstep: Class 22 contains 63682 members 
Mstep: Class 23 contains 11859 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 16364 members 
Mstep: Class 26 contains 12324 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 29753 members 
Mstep: Class 30 contains 51781 members 
Mstep: Class 31 contains 6453 members 
Mstep: Class 32 contains 10384 members 
Mstep: Class 33 contains 6392 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 28810 members 
Mstep: Class 40 contains 689 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16720 members 
Mstep: Class 43 contains 22782 members 
Mstep: Class 44 contains 2001 members 
Mstep: Class 45 contains 19179 members 
Mstep: Class 46 contains 326 members 
Mstep: Class 47 contains 5872 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005344.000000 Penalty: 169800.968750
Iteration 168Q: 50 clusters Score -1.420053e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 40908 members 
Mstep: Class 6 contains 35190 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 10255 members 
Mstep: Class 12 contains 29591 members 
Mstep: Class 13 contains 39501 members 
Mstep: Class 14 contains 7563 members 
Mstep: Class 15 contains 27118 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 60795 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 158663 members 
Mstep: Class 21 contains 374616 members 
Mstep: Class 22 contains 63434 members 
Mstep: Class 23 contains 11873 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 16337 members 
Mstep: Class 26 contains 12319 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 29729 members 
Mstep: Class 30 contains 51745 members 
Mstep: Class 31 contains 6455 members 
Mstep: Class 32 contains 10382 members 
Mstep: Class 33 contains 6365 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 28844 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16826 members 
Mstep: Class 43 contains 22755 members 
Mstep: Class 44 contains 1999 members 
Mstep: Class 45 contains 19668 members 
Mstep: Class 46 contains 327 members 
Mstep: Class 47 contains 5880 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005456.000000 Penalty: 169800.968750
Iteration 169Q: 50 clusters Score -1.420055e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16589 members 
Mstep: Class 5 contains 40753 members 
Mstep: Class 6 contains 35184 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 39424 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 15 contains 27076 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 60860 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 158644 members 
Mstep: Class 21 contains 374676 members 
Mstep: Class 22 contains 63243 members 
Mstep: Class 23 contains 11893 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 16332 members 
Mstep: Class 26 contains 12321 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 29696 members 
Mstep: Class 30 contains 51708 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 6341 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 28885 members 
Mstep: Class 40 contains 697 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 16928 members 
Mstep: Class 43 contains 22749 members 
Mstep: Class 44 contains 1997 members 
Mstep: Class 45 contains 20101 members 
Mstep: Class 46 contains 330 members 
Mstep: Class 47 contains 5891 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005472.000000 Penalty: 169800.968750
Iteration 170Q: 50 clusters Score -1.420055e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16572 members 
Mstep: Class 5 contains 40622 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 29397 members 
Mstep: Class 13 contains 39370 members 
Mstep: Class 14 contains 7552 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 60914 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2720 members 
Mstep: Class 20 contains 158631 members 
Mstep: Class 21 contains 374702 members 
Mstep: Class 22 contains 63068 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 16337 members 
Mstep: Class 26 contains 12312 members 
Mstep: Class 27 contains 2479 members 
Mstep: Class 28 contains 6234 members 
Mstep: Class 29 contains 29666 members 
Mstep: Class 30 contains 51680 members 
Mstep: Class 31 contains 6450 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 28921 members 
Mstep: Class 40 contains 699 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17018 members 
Mstep: Class 43 contains 22750 members 
Mstep: Class 44 contains 1997 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 331 members 
Mstep: Class 47 contains 5894 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005824.000000 Penalty: 169800.968750
Iteration 171Q: 50 clusters Score -1.420058e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16553 members 
Mstep: Class 5 contains 40504 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 29304 members 
Mstep: Class 13 contains 39342 members 
Mstep: Class 14 contains 7551 members 
Mstep: Class 15 contains 26969 members 
Mstep: Class 16 contains 2622 members 
Mstep: Class 17 contains 60955 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 158630 members 
Mstep: Class 21 contains 374676 members 
Mstep: Class 22 contains 62929 members 
Mstep: Class 23 contains 11930 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 16336 members 
Mstep: Class 26 contains 12303 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6236 members 
Mstep: Class 29 contains 29645 members 
Mstep: Class 30 contains 51660 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 6305 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2160 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 28960 members 
Mstep: Class 40 contains 700 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17099 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 20851 members 
Mstep: Class 46 contains 333 members 
Mstep: Class 47 contains 5897 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005552.000000 Penalty: 169800.968750
Iteration 172Q: 50 clusters Score -1.420056e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16538 members 
Mstep: Class 5 contains 40388 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 14361 members 
Mstep: Class 10 contains 11208 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 29207 members 
Mstep: Class 13 contains 39315 members 
Mstep: Class 14 contains 7548 members 
Mstep: Class 15 contains 26916 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 61035 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 158622 members 
Mstep: Class 21 contains 374652 members 
Mstep: Class 22 contains 62804 members 
Mstep: Class 23 contains 11950 members 
Mstep: Class 24 contains 307 members 
Mstep: Class 25 contains 16340 members 
Mstep: Class 26 contains 12300 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 6229 members 
Mstep: Class 29 contains 29626 members 
Mstep: Class 30 contains 51638 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 6289 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6806 members 
Mstep: Class 39 contains 28987 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17178 members 
Mstep: Class 43 contains 22725 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 21166 members 
Mstep: Class 46 contains 333 members 
Mstep: Class 47 contains 5900 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005424.000000 Penalty: 169800.968750
Iteration 173Q: 50 clusters Score -1.420054e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16530 members 
Mstep: Class 5 contains 40284 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 10 contains 11210 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 29133 members 
Mstep: Class 13 contains 39285 members 
Mstep: Class 14 contains 7545 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 61088 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 158612 members 
Mstep: Class 21 contains 374640 members 
Mstep: Class 22 contains 62685 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16355 members 
Mstep: Class 26 contains 12296 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 29611 members 
Mstep: Class 30 contains 51624 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 10368 members 
Mstep: Class 33 contains 6271 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 28999 members 
Mstep: Class 40 contains 706 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17241 members 
Mstep: Class 43 contains 22714 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 21456 members 
Mstep: Class 46 contains 336 members 
Mstep: Class 47 contains 5901 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005616.000000 Penalty: 169800.968750
Iteration 174Q: 50 clusters Score -1.420056e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16524 members 
Mstep: Class 5 contains 40187 members 
Mstep: Class 6 contains 35179 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 14353 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 29075 members 
Mstep: Class 13 contains 39272 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26835 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 61128 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 158606 members 
Mstep: Class 21 contains 374657 members 
Mstep: Class 22 contains 62569 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16369 members 
Mstep: Class 26 contains 12290 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 29578 members 
Mstep: Class 30 contains 51600 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6254 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6809 members 
Mstep: Class 39 contains 29007 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17298 members 
Mstep: Class 43 contains 22699 members 
Mstep: Class 44 contains 1994 members 
Mstep: Class 45 contains 21735 members 
Mstep: Class 46 contains 344 members 
Mstep: Class 47 contains 5902 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005952.000000 Penalty: 169800.968750
Iteration 175Q: 50 clusters Score -1.42006e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 16519 members 
Mstep: Class 5 contains 40090 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 14351 members 
Mstep: Class 10 contains 11211 members 
Mstep: Class 11 contains 10265 members 
Mstep: Class 12 contains 29015 members 
Mstep: Class 13 contains 39253 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 26806 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 61168 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 158608 members 
Mstep: Class 21 contains 374653 members 
Mstep: Class 22 contains 62467 members 
Mstep: Class 23 contains 11984 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16379 members 
Mstep: Class 26 contains 12287 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 29557 members 
Mstep: Class 30 contains 51582 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6807 members 
Mstep: Class 39 contains 29015 members 
Mstep: Class 40 contains 713 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17342 members 
Mstep: Class 43 contains 22687 members 
Mstep: Class 44 contains 1993 members 
Mstep: Class 45 contains 21990 members 
Mstep: Class 46 contains 349 members 
Mstep: Class 47 contains 5906 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006096.000000 Penalty: 169800.968750
Iteration 176Q: 50 clusters Score -1.420061e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 40008 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 11214 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 28963 members 
Mstep: Class 13 contains 39237 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26774 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 61197 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 158614 members 
Mstep: Class 21 contains 374641 members 
Mstep: Class 22 contains 62360 members 
Mstep: Class 23 contains 11987 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16388 members 
Mstep: Class 26 contains 12280 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6207 members 
Mstep: Class 29 contains 29544 members 
Mstep: Class 30 contains 51574 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6233 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6807 members 
Mstep: Class 39 contains 29029 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17384 members 
Mstep: Class 43 contains 22685 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 22226 members 
Mstep: Class 46 contains 351 members 
Mstep: Class 47 contains 5906 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006208.000000 Penalty: 169800.968750
Iteration 177Q: 50 clusters Score -1.420062e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 39921 members 
Mstep: Class 6 contains 35182 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 28922 members 
Mstep: Class 13 contains 39223 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 26746 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 61224 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158633 members 
Mstep: Class 21 contains 374620 members 
Mstep: Class 22 contains 62258 members 
Mstep: Class 23 contains 11994 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16388 members 
Mstep: Class 26 contains 12270 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 29547 members 
Mstep: Class 30 contains 51567 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29039 members 
Mstep: Class 40 contains 720 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17423 members 
Mstep: Class 43 contains 22687 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 22427 members 
Mstep: Class 46 contains 355 members 
Mstep: Class 47 contains 5907 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006608.000000 Penalty: 169800.968750
Iteration 178Q: 50 clusters Score -1.420066e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16505 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 35178 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 11204 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 28881 members 
Mstep: Class 13 contains 39210 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 26726 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 61251 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158644 members 
Mstep: Class 21 contains 374640 members 
Mstep: Class 22 contains 62151 members 
Mstep: Class 23 contains 12007 members 
Mstep: Class 24 contains 308 members 
Mstep: Class 25 contains 16399 members 
Mstep: Class 26 contains 12262 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6202 members 
Mstep: Class 29 contains 29543 members 
Mstep: Class 30 contains 51551 members 
Mstep: Class 31 contains 6432 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6220 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 29056 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17461 members 
Mstep: Class 43 contains 22690 members 
Mstep: Class 44 contains 1987 members 
Mstep: Class 45 contains 22574 members 
Mstep: Class 46 contains 356 members 
Mstep: Class 47 contains 5909 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006512.000000 Penalty: 169800.968750
Iteration 179Q: 50 clusters Score -1.420065e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 39783 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 28841 members 
Mstep: Class 13 contains 39206 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26709 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 61255 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158657 members 
Mstep: Class 21 contains 374680 members 
Mstep: Class 22 contains 62062 members 
Mstep: Class 23 contains 12012 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16407 members 
Mstep: Class 26 contains 12260 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6200 members 
Mstep: Class 29 contains 29539 members 
Mstep: Class 30 contains 51535 members 
Mstep: Class 31 contains 6429 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6214 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 29070 members 
Mstep: Class 40 contains 724 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17509 members 
Mstep: Class 43 contains 22689 members 
Mstep: Class 44 contains 1987 members 
Mstep: Class 45 contains 22708 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 5911 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006624.000000 Penalty: 169800.968750
Iteration 180F: 50 clusters Score -1.420066e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16503 members 
Mstep: Class 5 contains 39717 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10270 members 
Mstep: Class 12 contains 28799 members 
Mstep: Class 13 contains 39204 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26699 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 61265 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158663 members 
Mstep: Class 21 contains 374696 members 
Mstep: Class 22 contains 61978 members 
Mstep: Class 23 contains 12024 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16419 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6195 members 
Mstep: Class 29 contains 29533 members 
Mstep: Class 30 contains 51520 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 10362 members 
Mstep: Class 33 contains 6208 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6812 members 
Mstep: Class 39 contains 29076 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17548 members 
Mstep: Class 43 contains 22691 members 
Mstep: Class 44 contains 1987 members 
Mstep: Class 45 contains 22833 members 
Mstep: Class 46 contains 358 members 
Mstep: Class 47 contains 5912 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006752.000000 Penalty: 169800.968750
Iteration 181Q: 50 clusters Score -1.420068e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16503 members 
Mstep: Class 5 contains 39657 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 28754 members 
Mstep: Class 13 contains 39190 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26691 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 61286 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158664 members 
Mstep: Class 21 contains 374717 members 
Mstep: Class 22 contains 61906 members 
Mstep: Class 23 contains 12029 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16439 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29534 members 
Mstep: Class 30 contains 51506 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 10361 members 
Mstep: Class 33 contains 6199 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29084 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17587 members 
Mstep: Class 43 contains 22690 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 22946 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 169800.968750
Iteration 182Q: 50 clusters Score -1.42007e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 39579 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 28706 members 
Mstep: Class 13 contains 39185 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 26679 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 61314 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158666 members 
Mstep: Class 21 contains 374743 members 
Mstep: Class 22 contains 61860 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16466 members 
Mstep: Class 26 contains 12257 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29534 members 
Mstep: Class 30 contains 51497 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 10360 members 
Mstep: Class 33 contains 6189 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29095 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17614 members 
Mstep: Class 43 contains 22692 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23031 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006960.000000 Penalty: 169800.968750
Iteration 183Q: 50 clusters Score -1.42007e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16494 members 
Mstep: Class 5 contains 39521 members 
Mstep: Class 6 contains 35172 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 28658 members 
Mstep: Class 13 contains 39182 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 26670 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 61338 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158668 members 
Mstep: Class 21 contains 374767 members 
Mstep: Class 22 contains 61819 members 
Mstep: Class 23 contains 12039 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16489 members 
Mstep: Class 26 contains 12257 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29535 members 
Mstep: Class 30 contains 51485 members 
Mstep: Class 31 contains 6428 members 
Mstep: Class 32 contains 10360 members 
Mstep: Class 33 contains 6178 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29105 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17641 members 
Mstep: Class 43 contains 22689 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23099 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 169800.968750
Iteration 184Q: 50 clusters Score -1.420073e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16491 members 
Mstep: Class 5 contains 39475 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28620 members 
Mstep: Class 13 contains 39178 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26662 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 61355 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158662 members 
Mstep: Class 21 contains 374778 members 
Mstep: Class 22 contains 61781 members 
Mstep: Class 23 contains 12048 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29530 members 
Mstep: Class 30 contains 51468 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10360 members 
Mstep: Class 33 contains 6168 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29119 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17670 members 
Mstep: Class 43 contains 22695 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23168 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007488.000000 Penalty: 169800.968750
Iteration 185Q: 50 clusters Score -1.420075e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16483 members 
Mstep: Class 5 contains 39431 members 
Mstep: Class 6 contains 35163 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 14338 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28589 members 
Mstep: Class 13 contains 39179 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26658 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 61378 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 374786 members 
Mstep: Class 22 contains 61737 members 
Mstep: Class 23 contains 12053 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16522 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29528 members 
Mstep: Class 30 contains 51455 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10359 members 
Mstep: Class 33 contains 6163 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29133 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17691 members 
Mstep: Class 43 contains 22702 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23224 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 169800.968750
Iteration 186Q: 50 clusters Score -1.420077e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16476 members 
Mstep: Class 5 contains 39397 members 
Mstep: Class 6 contains 35171 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 14336 members 
Mstep: Class 10 contains 11188 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28555 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26653 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 61397 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 374799 members 
Mstep: Class 22 contains 61709 members 
Mstep: Class 23 contains 12056 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16532 members 
Mstep: Class 26 contains 12254 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29527 members 
Mstep: Class 30 contains 51444 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10359 members 
Mstep: Class 33 contains 6155 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 29143 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17713 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23266 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 169800.968750
Iteration 187Q: 50 clusters Score -1.420077e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16472 members 
Mstep: Class 5 contains 39359 members 
Mstep: Class 6 contains 35178 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6196 members 
Mstep: Class 9 contains 14333 members 
Mstep: Class 10 contains 11186 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28528 members 
Mstep: Class 13 contains 39166 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26638 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 61408 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158645 members 
Mstep: Class 21 contains 374817 members 
Mstep: Class 22 contains 61681 members 
Mstep: Class 23 contains 12060 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16553 members 
Mstep: Class 26 contains 12251 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29519 members 
Mstep: Class 30 contains 51437 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6148 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29160 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17735 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23315 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 169800.968750
Iteration 188Q: 50 clusters Score -1.420077e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16471 members 
Mstep: Class 5 contains 39323 members 
Mstep: Class 6 contains 35182 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28497 members 
Mstep: Class 13 contains 39157 members 
Mstep: Class 14 contains 7526 members 
Mstep: Class 15 contains 26635 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 61432 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 374832 members 
Mstep: Class 22 contains 61654 members 
Mstep: Class 23 contains 12066 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16569 members 
Mstep: Class 26 contains 12249 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29514 members 
Mstep: Class 30 contains 51425 members 
Mstep: Class 31 contains 6432 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6142 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29164 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17756 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23351 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 189Q: 50 clusters Score -1.420078e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16467 members 
Mstep: Class 5 contains 39280 members 
Mstep: Class 6 contains 35184 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 14329 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28458 members 
Mstep: Class 13 contains 39153 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26623 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61448 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 374857 members 
Mstep: Class 22 contains 61626 members 
Mstep: Class 23 contains 12068 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16586 members 
Mstep: Class 26 contains 12251 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29512 members 
Mstep: Class 30 contains 51423 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6138 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29171 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17775 members 
Mstep: Class 43 contains 22708 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23387 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007712.000000 Penalty: 169800.968750
Iteration 190Q: 50 clusters Score -1.420077e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16468 members 
Mstep: Class 5 contains 39242 members 
Mstep: Class 6 contains 35190 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 14328 members 
Mstep: Class 10 contains 11183 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28429 members 
Mstep: Class 13 contains 39143 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26619 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61465 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 374870 members 
Mstep: Class 22 contains 61599 members 
Mstep: Class 23 contains 12072 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16605 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29510 members 
Mstep: Class 30 contains 51416 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6136 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29176 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17794 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23422 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 169800.968750
Iteration 191Q: 50 clusters Score -1.420077e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 39192 members 
Mstep: Class 6 contains 35193 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6226 members 
Mstep: Class 9 contains 14326 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28408 members 
Mstep: Class 13 contains 39136 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 61485 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 158643 members 
Mstep: Class 21 contains 374885 members 
Mstep: Class 22 contains 61571 members 
Mstep: Class 23 contains 12076 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16623 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29508 members 
Mstep: Class 30 contains 51411 members 
Mstep: Class 31 contains 6432 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6135 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29180 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17810 members 
Mstep: Class 43 contains 22715 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23449 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 169800.968750
Iteration 192Q: 50 clusters Score -1.420077e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 39142 members 
Mstep: Class 6 contains 35196 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6235 members 
Mstep: Class 9 contains 14325 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28393 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26608 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 61498 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 374888 members 
Mstep: Class 22 contains 61545 members 
Mstep: Class 23 contains 12080 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16637 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29500 members 
Mstep: Class 30 contains 51409 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6135 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29185 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17833 members 
Mstep: Class 43 contains 22722 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23480 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 193Q: 50 clusters Score -1.420079e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16463 members 
Mstep: Class 5 contains 39090 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 28376 members 
Mstep: Class 13 contains 39124 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 26600 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 61509 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 374902 members 
Mstep: Class 22 contains 61518 members 
Mstep: Class 23 contains 12082 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16652 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29490 members 
Mstep: Class 30 contains 51409 members 
Mstep: Class 31 contains 6429 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29190 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17861 members 
Mstep: Class 43 contains 22722 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23505 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 169800.968750
Iteration 194Q: 50 clusters Score -1.420079e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16459 members 
Mstep: Class 5 contains 39059 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 10281 members 
Mstep: Class 12 contains 28352 members 
Mstep: Class 13 contains 39122 members 
Mstep: Class 14 contains 7528 members 
Mstep: Class 15 contains 26593 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 61521 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 158670 members 
Mstep: Class 21 contains 374921 members 
Mstep: Class 22 contains 61494 members 
Mstep: Class 23 contains 12086 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16671 members 
Mstep: Class 26 contains 12255 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29484 members 
Mstep: Class 30 contains 51406 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29193 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17872 members 
Mstep: Class 43 contains 22718 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23522 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 195Q: 50 clusters Score -1.420078e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 39021 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 28341 members 
Mstep: Class 13 contains 39120 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26591 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 61529 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 158676 members 
Mstep: Class 21 contains 374942 members 
Mstep: Class 22 contains 61474 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16694 members 
Mstep: Class 26 contains 12255 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29485 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6129 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 29191 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17884 members 
Mstep: Class 43 contains 22716 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23536 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 196Q: 50 clusters Score -1.420078e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 38980 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28327 members 
Mstep: Class 13 contains 39117 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26588 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 61541 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158674 members 
Mstep: Class 21 contains 374949 members 
Mstep: Class 22 contains 61456 members 
Mstep: Class 23 contains 12094 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16712 members 
Mstep: Class 26 contains 12254 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29484 members 
Mstep: Class 30 contains 51401 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6129 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29192 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17902 members 
Mstep: Class 43 contains 22716 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23553 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007776.000000 Penalty: 169800.968750
Iteration 197Q: 50 clusters Score -1.420078e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16454 members 
Mstep: Class 5 contains 38945 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 28306 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 61566 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158680 members 
Mstep: Class 21 contains 374952 members 
Mstep: Class 22 contains 61442 members 
Mstep: Class 23 contains 12099 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16722 members 
Mstep: Class 26 contains 12255 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29474 members 
Mstep: Class 30 contains 51402 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 6129 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17925 members 
Mstep: Class 43 contains 22714 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23558 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 5918 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 169800.968750
Iteration 198Q: 50 clusters Score -1.420077e+08 nChanged 172
Entering ConstructFrom: 
Score: -142007744.000000 Penalty: 169800.968750
Entering ConstructFrom: 
Trying to split cluster 1 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -59268.187500 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -59268.19 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 278 members 
Entering Unmasked Estep 
Score: -57730.761719 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -57730.76 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58029.402344 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -58029.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58179.339844 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -58179.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58251.554688 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -58251.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58293.804688 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -58293.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58332.835938 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -58332.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58384.515625 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -58384.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58457.664062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -58457.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58488.882812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -58488.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58503.886719 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -58503.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58514.292969 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -58514.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58522.000000 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -58522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58522.000000 Penalty: 3123.366211
	Iteration 12F: 3 clusters Score -58522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25673.511719 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25673.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24505.179688 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24505.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24596.087891 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24596.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24636.427734 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24636.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24680.921875 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24680.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24684.720703 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24684.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24684.720703 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -24684.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -289100.187500 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -289100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -286237.906250 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -286237.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -286763.718750 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -286763.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286885.093750 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -286885.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286946.500000 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -286946.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -286995.312500 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -286995.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287028.937500 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -287028.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -287054.218750 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -287054.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287071.750000 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -287071.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -287086.281250 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -287086.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -287096.187500 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -287096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -287104.375000 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -287104.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -287112.375000 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -287112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -287117.843750 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -287117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287122.437500 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -287122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287126.281250 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -287126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287127.406250 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -287127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287127.781250 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -287127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287127.781250 Penalty: 3843.877686
	Iteration 17F: 3 clusters Score -287127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Entering Unmasked Estep 
Score: -2094195.250000 Penalty: 2407.634277
	Iteration 0F: 2 clusters Score -2094195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2082326.375000 Penalty: 4815.268555
	Iteration 0F: 3 clusters Score -2082326 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2086101.875000 Penalty: 4815.268555
	Iteration 1F: 3 clusters Score -2086102 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2086490.250000 Penalty: 4815.268555
	Iteration 2F: 3 clusters Score -2086490 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2086816.000000 Penalty: 4815.268555
	Iteration 3Q: 3 clusters Score -2086816 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2087142.750000 Penalty: 4815.268555
	Iteration 4Q: 3 clusters Score -2087143 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2087460.125000 Penalty: 4815.268555
	Iteration 5Q: 3 clusters Score -2087460 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2087811.875000 Penalty: 4815.268555
	Iteration 6Q: 3 clusters Score -2087812 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2088200.250000 Penalty: 4815.268555
	Iteration 7Q: 3 clusters Score -2088200 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2088648.875000 Penalty: 4815.268555
	Iteration 8Q: 3 clusters Score -2088649 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2089111.000000 Penalty: 4815.268555
	Iteration 9Q: 3 clusters Score -2089111 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2089592.500000 Penalty: 4815.268555
	Iteration 10Q: 3 clusters Score -2089592 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2090106.500000 Penalty: 4815.268555
	Iteration 11Q: 3 clusters Score -2090106 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2090535.500000 Penalty: 4815.268555
	Iteration 12Q: 3 clusters Score -2090536 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2090845.250000 Penalty: 4815.268555
	Iteration 13Q: 3 clusters Score -2090845 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2091060.250000 Penalty: 4815.268555
	Iteration 14Q: 3 clusters Score -2091060 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2091193.375000 Penalty: 4815.268555
	Iteration 15Q: 3 clusters Score -2091193 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2091297.375000 Penalty: 4815.268555
	Iteration 16Q: 3 clusters Score -2091297 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2091383.875000 Penalty: 4815.268555
	Iteration 17Q: 3 clusters Score -2091384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2091449.625000 Penalty: 4815.268555
	Iteration 18Q: 3 clusters Score -2091450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2091525.875000 Penalty: 4815.268555
	Iteration 19Q: 3 clusters Score -2091526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2091588.875000 Penalty: 4815.268555
	Iteration 20F: 3 clusters Score -2091589 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2091643.875000 Penalty: 4815.268555
	Iteration 21Q: 3 clusters Score -2091644 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2091700.875000 Penalty: 4815.268555
	Iteration 22Q: 3 clusters Score -2091701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2091741.875000 Penalty: 4815.268555
	Iteration 23Q: 3 clusters Score -2091742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2091772.125000 Penalty: 4815.268555
	Iteration 24Q: 3 clusters Score -2091772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2091802.500000 Penalty: 4815.268555
	Iteration 25Q: 3 clusters Score -2091802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2091843.750000 Penalty: 4815.268555
	Iteration 26Q: 3 clusters Score -2091844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2091875.250000 Penalty: 4815.268555
	Iteration 27Q: 3 clusters Score -2091875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2091908.375000 Penalty: 4815.268555
	Iteration 28Q: 3 clusters Score -2091908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2091930.875000 Penalty: 4815.268555
	Iteration 29Q: 3 clusters Score -2091931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2091951.750000 Penalty: 4815.268555
	Iteration 30Q: 3 clusters Score -2091952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2091972.625000 Penalty: 4815.268555
	Iteration 31Q: 3 clusters Score -2091973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2091986.625000 Penalty: 4815.268555
	Iteration 32Q: 3 clusters Score -2091987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2092007.500000 Penalty: 4815.268555
	Iteration 33Q: 3 clusters Score -2092008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2092023.375000 Penalty: 4815.268555
	Iteration 34Q: 3 clusters Score -2092023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2092034.250000 Penalty: 4815.268555
	Iteration 35Q: 3 clusters Score -2092034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2092039.875000 Penalty: 4815.268555
	Iteration 36Q: 3 clusters Score -2092040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2092046.750000 Penalty: 4815.268555
	Iteration 37Q: 3 clusters Score -2092047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2092059.750000 Penalty: 4815.268555
	Iteration 38Q: 3 clusters Score -2092060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2092073.250000 Penalty: 4815.268555
	Iteration 39Q: 3 clusters Score -2092073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2092077.875000 Penalty: 4815.268555
	Iteration 40F: 3 clusters Score -2092078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2092081.500000 Penalty: 4815.268555
	Iteration 41Q: 3 clusters Score -2092082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2092087.250000 Penalty: 4815.268555
	Iteration 42Q: 3 clusters Score -2092087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2092092.000000 Penalty: 4815.268555
	Iteration 43Q: 3 clusters Score -2092092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2092096.625000 Penalty: 4815.268555
	Iteration 44Q: 3 clusters Score -2092097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2092107.875000 Penalty: 4815.268555
	Iteration 45Q: 3 clusters Score -2092108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2092106.750000 Penalty: 4815.268555
	Iteration 46Q: 3 clusters Score -2092107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2092120.375000 Penalty: 4815.268555
	Iteration 47Q: 3 clusters Score -2092120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2092129.625000 Penalty: 4815.268555
	Iteration 48Q: 3 clusters Score -2092130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2092139.125000 Penalty: 4815.268555
	Iteration 49Q: 3 clusters Score -2092139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2092144.875000 Penalty: 4815.268555
	Iteration 50Q: 3 clusters Score -2092145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2092148.375000 Penalty: 4815.268555
	Iteration 51Q: 3 clusters Score -2092148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2092152.250000 Penalty: 4815.268555
	Iteration 52Q: 3 clusters Score -2092152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2092148.875000 Penalty: 4815.268555
	Iteration 53Q: 3 clusters Score -2092149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2092149.500000 Penalty: 4815.268555
	Iteration 54Q: 3 clusters Score -2092150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2092148.625000 Penalty: 4815.268555
	Iteration 55Q: 3 clusters Score -2092149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2092150.250000 Penalty: 4815.268555
	Iteration 56Q: 3 clusters Score -2092150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2092153.625000 Penalty: 4815.268555
	Iteration 57Q: 3 clusters Score -2092154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2092151.625000 Penalty: 4815.268555
	Iteration 58Q: 3 clusters Score -2092152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2092163.500000 Penalty: 4815.268555
	Iteration 59Q: 3 clusters Score -2092164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2092168.000000 Penalty: 4815.268555
	Iteration 60F: 3 clusters Score -2092168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2092175.375000 Penalty: 4815.268555
	Iteration 61Q: 3 clusters Score -2092175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2092174.500000 Penalty: 4815.268555
	Iteration 62Q: 3 clusters Score -2092174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2092179.875000 Penalty: 4815.268555
	Iteration 63Q: 3 clusters Score -2092180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2092182.625000 Penalty: 4815.268555
	Iteration 64Q: 3 clusters Score -2092183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2092185.500000 Penalty: 4815.268555
	Iteration 65Q: 3 clusters Score -2092186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2092184.375000 Penalty: 4815.268555
	Iteration 66Q: 3 clusters Score -2092184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2092185.750000 Penalty: 4815.268555
	Iteration 67Q: 3 clusters Score -2092186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2092187.875000 Penalty: 4815.268555
	Iteration 68Q: 3 clusters Score -2092188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2092190.875000 Penalty: 4815.268555
	Iteration 69Q: 3 clusters Score -2092191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2092192.750000 Penalty: 4815.268555
	Iteration 70Q: 3 clusters Score -2092193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2092195.750000 Penalty: 4815.268555
	Iteration 71Q: 3 clusters Score -2092196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2092201.625000 Penalty: 4815.268555
	Iteration 72Q: 3 clusters Score -2092202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2092203.750000 Penalty: 4815.268555
	Iteration 73Q: 3 clusters Score -2092204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2092209.500000 Penalty: 4815.268555
	Iteration 74Q: 3 clusters Score -2092210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2092208.250000 Penalty: 4815.268555
	Iteration 75Q: 3 clusters Score -2092208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2092212.750000 Penalty: 4815.268555
	Iteration 76Q: 3 clusters Score -2092213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2092212.250000 Penalty: 4815.268555
	Iteration 77Q: 3 clusters Score -2092212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2092216.625000 Penalty: 4815.268555
	Iteration 78Q: 3 clusters Score -2092217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2092217.250000 Penalty: 4815.268555
	Iteration 79Q: 3 clusters Score -2092217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2092224.750000 Penalty: 4815.268555
	Iteration 80F: 3 clusters Score -2092225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2092224.000000 Penalty: 4815.268555
	Iteration 81Q: 3 clusters Score -2092224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2092221.750000 Penalty: 4815.268555
	Iteration 82Q: 3 clusters Score -2092222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2092222.125000 Penalty: 4815.268555
	Iteration 83Q: 3 clusters Score -2092222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2092226.500000 Penalty: 4815.268555
	Iteration 84Q: 3 clusters Score -2092226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2092226.250000 Penalty: 4815.268555
	Iteration 85Q: 3 clusters Score -2092226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2092227.125000 Penalty: 4815.268555
	Iteration 86Q: 3 clusters Score -2092227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2092226.125000 Penalty: 4815.268555
	Iteration 87Q: 3 clusters Score -2092226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2092226.750000 Penalty: 4815.268555
	Iteration 88Q: 3 clusters Score -2092227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2092227.000000 Penalty: 4815.268555
	Iteration 89Q: 3 clusters Score -2092227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2092225.625000 Penalty: 4815.268555
	Iteration 90Q: 3 clusters Score -2092226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2092228.500000 Penalty: 4815.268555
	Iteration 91Q: 3 clusters Score -2092228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2092230.750000 Penalty: 4815.268555
	Iteration 92Q: 3 clusters Score -2092231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2092233.000000 Penalty: 4815.268555
	Iteration 93Q: 3 clusters Score -2092233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2092234.375000 Penalty: 4815.268555
	Iteration 94Q: 3 clusters Score -2092234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2092235.500000 Penalty: 4815.268555
	Iteration 95Q: 3 clusters Score -2092236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2092239.375000 Penalty: 4815.268555
	Iteration 96Q: 3 clusters Score -2092239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2092238.750000 Penalty: 4815.268555
	Iteration 97Q: 3 clusters Score -2092239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2092238.750000 Penalty: 4815.268555
	Iteration 98F: 3 clusters Score -2092239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Entering Unmasked Estep 
Score: -4573157.500000 Penalty: 2621.113770
	Iteration 0F: 2 clusters Score -4573158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4546673.000000 Penalty: 5242.227539
	Iteration 0F: 3 clusters Score -4546673 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4556816.000000 Penalty: 5242.227539
	Iteration 1F: 3 clusters Score -4556816 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4557533.500000 Penalty: 5242.227539
	Iteration 2F: 3 clusters Score -4557534 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4558241.500000 Penalty: 5242.227539
	Iteration 3Q: 3 clusters Score -4558242 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4558912.000000 Penalty: 5242.227539
	Iteration 4Q: 3 clusters Score -4558912 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4559576.000000 Penalty: 5242.227539
	Iteration 5Q: 3 clusters Score -4559576 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4560271.000000 Penalty: 5242.227539
	Iteration 6Q: 3 clusters Score -4560271 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4560928.000000 Penalty: 5242.227539
	Iteration 7Q: 3 clusters Score -4560928 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -4561651.500000 Penalty: 5242.227539
	Iteration 8Q: 3 clusters Score -4561652 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4562448.500000 Penalty: 5242.227539
	Iteration 9Q: 3 clusters Score -4562448 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4563248.000000 Penalty: 5242.227539
	Iteration 10Q: 3 clusters Score -4563248 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4564030.500000 Penalty: 5242.227539
	Iteration 11Q: 3 clusters Score -4564030 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4564824.000000 Penalty: 5242.227539
	Iteration 12Q: 3 clusters Score -4564824 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4565627.000000 Penalty: 5242.227539
	Iteration 13Q: 3 clusters Score -4565627 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4566463.500000 Penalty: 5242.227539
	Iteration 14Q: 3 clusters Score -4566464 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4567405.500000 Penalty: 5242.227539
	Iteration 15Q: 3 clusters Score -4567406 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4568369.500000 Penalty: 5242.227539
	Iteration 16Q: 3 clusters Score -4568370 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4569125.000000 Penalty: 5242.227539
	Iteration 17Q: 3 clusters Score -4569125 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4569604.500000 Penalty: 5242.227539
	Iteration 18Q: 3 clusters Score -4569604 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4569954.000000 Penalty: 5242.227539
	Iteration 19Q: 3 clusters Score -4569954 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4570219.500000 Penalty: 5242.227539
	Iteration 20F: 3 clusters Score -4570220 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4570407.000000 Penalty: 5242.227539
	Iteration 21Q: 3 clusters Score -4570407 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4570544.000000 Penalty: 5242.227539
	Iteration 22Q: 3 clusters Score -4570544 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4570667.500000 Penalty: 5242.227539
	Iteration 23Q: 3 clusters Score -4570668 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4570810.000000 Penalty: 5242.227539
	Iteration 24Q: 3 clusters Score -4570810 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4570965.500000 Penalty: 5242.227539
	Iteration 25Q: 3 clusters Score -4570966 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4571182.500000 Penalty: 5242.227539
	Iteration 26Q: 3 clusters Score -4571182 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4571386.500000 Penalty: 5242.227539
	Iteration 27Q: 3 clusters Score -4571386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4571623.000000 Penalty: 5242.227539
	Iteration 28Q: 3 clusters Score -4571623 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4571813.500000 Penalty: 5242.227539
	Iteration 29Q: 3 clusters Score -4571814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4571907.500000 Penalty: 5242.227539
	Iteration 30Q: 3 clusters Score -4571908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4571958.500000 Penalty: 5242.227539
	Iteration 31Q: 3 clusters Score -4571958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4571976.500000 Penalty: 5242.227539
	Iteration 32Q: 3 clusters Score -4571976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4571984.500000 Penalty: 5242.227539
	Iteration 33Q: 3 clusters Score -4571984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4571996.500000 Penalty: 5242.227539
	Iteration 34Q: 3 clusters Score -4571996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4571999.000000 Penalty: 5242.227539
	Iteration 35Q: 3 clusters Score -4571999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4572008.000000 Penalty: 5242.227539
	Iteration 36Q: 3 clusters Score -4572008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4572004.500000 Penalty: 5242.227539
	Iteration 37Q: 3 clusters Score -4572004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4572015.500000 Penalty: 5242.227539
	Iteration 38Q: 3 clusters Score -4572016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4572016.500000 Penalty: 5242.227539
	Iteration 39Q: 3 clusters Score -4572016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4572015.500000 Penalty: 5242.227539
	Iteration 40F: 3 clusters Score -4572016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4572015.500000 Penalty: 5242.227539
	Iteration 41Q: 3 clusters Score -4572016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4572020.500000 Penalty: 5242.227539
	Iteration 42Q: 3 clusters Score -4572020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4572029.000000 Penalty: 5242.227539
	Iteration 43Q: 3 clusters Score -4572029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4572024.000000 Penalty: 5242.227539
	Iteration 44Q: 3 clusters Score -4572024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4572028.000000 Penalty: 5242.227539
	Iteration 45Q: 3 clusters Score -4572028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4572027.000000 Penalty: 5242.227539
	Iteration 46Q: 3 clusters Score -4572027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4572038.500000 Penalty: 5242.227539
	Iteration 47Q: 3 clusters Score -4572038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4572041.000000 Penalty: 5242.227539
	Iteration 48Q: 3 clusters Score -4572041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4572040.000000 Penalty: 5242.227539
	Iteration 49Q: 3 clusters Score -4572040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4572042.500000 Penalty: 5242.227539
	Iteration 50Q: 3 clusters Score -4572042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4572054.500000 Penalty: 5242.227539
	Iteration 51Q: 3 clusters Score -4572054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4572068.500000 Penalty: 5242.227539
	Iteration 52Q: 3 clusters Score -4572068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4572064.000000 Penalty: 5242.227539
	Iteration 53Q: 3 clusters Score -4572064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4572068.500000 Penalty: 5242.227539
	Iteration 54Q: 3 clusters Score -4572068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4572062.500000 Penalty: 5242.227539
	Iteration 55Q: 3 clusters Score -4572062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4572064.500000 Penalty: 5242.227539
	Iteration 56Q: 3 clusters Score -4572064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4572066.500000 Penalty: 5242.227539
	Iteration 57Q: 3 clusters Score -4572066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4572059.500000 Penalty: 5242.227539
	Iteration 58Q: 3 clusters Score -4572060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4572065.000000 Penalty: 5242.227539
	Iteration 59Q: 3 clusters Score -4572065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4572066.000000 Penalty: 5242.227539
	Iteration 60F: 3 clusters Score -4572066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4572067.000000 Penalty: 5242.227539
	Iteration 61Q: 3 clusters Score -4572067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4572067.000000 Penalty: 5242.227539
	Iteration 62F: 3 clusters Score -4572067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Entering Unmasked Estep 
Score: -4349730.500000 Penalty: 2596.283936
	Iteration 0F: 2 clusters Score -4349730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4325827.500000 Penalty: 5192.567871
	Iteration 0F: 3 clusters Score -4325828 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4334815.500000 Penalty: 5192.567871
	Iteration 1F: 3 clusters Score -4334816 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4335493.500000 Penalty: 5192.567871
	Iteration 2F: 3 clusters Score -4335494 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4336172.500000 Penalty: 5192.567871
	Iteration 3Q: 3 clusters Score -4336172 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4336983.000000 Penalty: 5192.567871
	Iteration 4Q: 3 clusters Score -4336983 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -4338019.000000 Penalty: 5192.567871
	Iteration 5F: 3 clusters Score -4338019 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4339264.500000 Penalty: 5192.567871
	Iteration 6F: 3 clusters Score -4339264 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4340623.000000 Penalty: 5192.567871
	Iteration 7F: 3 clusters Score -4340623 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4341963.000000 Penalty: 5192.567871
	Iteration 8F: 3 clusters Score -4341963 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4343209.500000 Penalty: 5192.567871
	Iteration 9Q: 3 clusters Score -4343210 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4344263.500000 Penalty: 5192.567871
	Iteration 10Q: 3 clusters Score -4344264 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4344986.000000 Penalty: 5192.567871
	Iteration 11Q: 3 clusters Score -4344986 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4345551.000000 Penalty: 5192.567871
	Iteration 12Q: 3 clusters Score -4345551 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4345977.500000 Penalty: 5192.567871
	Iteration 13Q: 3 clusters Score -4345978 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4346275.000000 Penalty: 5192.567871
	Iteration 14Q: 3 clusters Score -4346275 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4346485.000000 Penalty: 5192.567871
	Iteration 15Q: 3 clusters Score -4346485 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4346646.500000 Penalty: 5192.567871
	Iteration 16Q: 3 clusters Score -4346646 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4346794.500000 Penalty: 5192.567871
	Iteration 17Q: 3 clusters Score -4346794 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4346917.500000 Penalty: 5192.567871
	Iteration 18Q: 3 clusters Score -4346918 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4347034.000000 Penalty: 5192.567871
	Iteration 19Q: 3 clusters Score -4347034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4347109.000000 Penalty: 5192.567871
	Iteration 20F: 3 clusters Score -4347109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4347176.500000 Penalty: 5192.567871
	Iteration 21Q: 3 clusters Score -4347176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4347237.500000 Penalty: 5192.567871
	Iteration 22Q: 3 clusters Score -4347238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4347298.500000 Penalty: 5192.567871
	Iteration 23Q: 3 clusters Score -4347298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4347314.000000 Penalty: 5192.567871
	Iteration 24Q: 3 clusters Score -4347314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4347336.500000 Penalty: 5192.567871
	Iteration 25Q: 3 clusters Score -4347336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4347357.000000 Penalty: 5192.567871
	Iteration 26Q: 3 clusters Score -4347357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4347362.500000 Penalty: 5192.567871
	Iteration 27Q: 3 clusters Score -4347362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4347390.500000 Penalty: 5192.567871
	Iteration 28Q: 3 clusters Score -4347390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4347393.000000 Penalty: 5192.567871
	Iteration 29Q: 3 clusters Score -4347393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4347411.500000 Penalty: 5192.567871
	Iteration 30Q: 3 clusters Score -4347412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4347416.500000 Penalty: 5192.567871
	Iteration 31Q: 3 clusters Score -4347416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4347438.500000 Penalty: 5192.567871
	Iteration 32Q: 3 clusters Score -4347438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4347452.500000 Penalty: 5192.567871
	Iteration 33Q: 3 clusters Score -4347452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4347451.000000 Penalty: 5192.567871
	Iteration 34Q: 3 clusters Score -4347451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4347455.500000 Penalty: 5192.567871
	Iteration 35Q: 3 clusters Score -4347456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4347460.500000 Penalty: 5192.567871
	Iteration 36Q: 3 clusters Score -4347460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4347479.500000 Penalty: 5192.567871
	Iteration 37Q: 3 clusters Score -4347480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4347481.000000 Penalty: 5192.567871
	Iteration 38Q: 3 clusters Score -4347481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4347487.000000 Penalty: 5192.567871
	Iteration 39Q: 3 clusters Score -4347487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4347495.000000 Penalty: 5192.567871
	Iteration 40F: 3 clusters Score -4347495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4347495.000000 Penalty: 5192.567871
	Iteration 41Q: 3 clusters Score -4347495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4347501.000000 Penalty: 5192.567871
	Iteration 42Q: 3 clusters Score -4347501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4347504.500000 Penalty: 5192.567871
	Iteration 43Q: 3 clusters Score -4347504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4347502.000000 Penalty: 5192.567871
	Iteration 44Q: 3 clusters Score -4347502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4347506.000000 Penalty: 5192.567871
	Iteration 45Q: 3 clusters Score -4347506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4347514.500000 Penalty: 5192.567871
	Iteration 46Q: 3 clusters Score -4347514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4347523.000000 Penalty: 5192.567871
	Iteration 47Q: 3 clusters Score -4347523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4347538.000000 Penalty: 5192.567871
	Iteration 48Q: 3 clusters Score -4347538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4347553.000000 Penalty: 5192.567871
	Iteration 49Q: 3 clusters Score -4347553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4347556.000000 Penalty: 5192.567871
	Iteration 50Q: 3 clusters Score -4347556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4347570.000000 Penalty: 5192.567871
	Iteration 51Q: 3 clusters Score -4347570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4347570.000000 Penalty: 5192.567871
	Iteration 52Q: 3 clusters Score -4347570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4347575.000000 Penalty: 5192.567871
	Iteration 53Q: 3 clusters Score -4347575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4347573.000000 Penalty: 5192.567871
	Iteration 54Q: 3 clusters Score -4347573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4347575.500000 Penalty: 5192.567871
	Iteration 55Q: 3 clusters Score -4347576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4347579.000000 Penalty: 5192.567871
	Iteration 56Q: 3 clusters Score -4347579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4347579.500000 Penalty: 5192.567871
	Iteration 57Q: 3 clusters Score -4347580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4347588.500000 Penalty: 5192.567871
	Iteration 58Q: 3 clusters Score -4347588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -4347588.000000 Penalty: 5192.567871
	Iteration 59Q: 3 clusters Score -4347588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4347592.500000 Penalty: 5192.567871
	Iteration 60F: 3 clusters Score -4347592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -143920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -141800.156250 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -141800.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142148.156250 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -142148.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142271.796875 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -142271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142354.078125 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -142354.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142430.421875 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -142430.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142509.187500 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -142509.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142602.546875 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -142602.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142677.171875 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -142677.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142749.250000 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -142749.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -142797.671875 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -142797.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142820.406250 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -142820.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -142848.890625 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -142848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142871.406250 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -142871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142912.609375 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -142912.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142983.468750 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -142983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -143088.484375 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -143088.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -143176.031250 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -143176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -143205.656250 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -143205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143232.078125 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -143232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -143252.828125 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -143252.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -143284.515625 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -143284.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143344.531250 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -143344.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -143394.968750 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -143395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143412.859375 Penalty: 3530.134033
	Iteration 23Q: 3 clusters Score -143412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143429.250000 Penalty: 3530.134033
	Iteration 24Q: 3 clusters Score -143429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143438.812500 Penalty: 3530.134033
	Iteration 25Q: 3 clusters Score -143438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143444.031250 Penalty: 3530.134033
	Iteration 26Q: 3 clusters Score -143444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143445.656250 Penalty: 3530.134033
	Iteration 27Q: 3 clusters Score -143445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143449.984375 Penalty: 3530.134033
	Iteration 28Q: 3 clusters Score -143450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143450.484375 Penalty: 3530.134033
	Iteration 29Q: 3 clusters Score -143450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143450.484375 Penalty: 3530.134033
	Iteration 30F: 3 clusters Score -143450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -674457.375000 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -674457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -669277.500000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -669277.5 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -671034.687500 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -671034.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -671480.125000 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -671480.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -671796.937500 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -671796.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -671998.875000 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -671998.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -672156.875000 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -672156.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -672290.687500 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -672290.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -672391.500000 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -672391.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -672479.687500 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -672479.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -672541.312500 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -672541.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -672594.437500 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -672594.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -672640.437500 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -672640.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -672684.625000 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -672684.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -672726.937500 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -672726.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -672790.812500 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -672790.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -672853.937500 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -672853.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -672925.750000 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -672925.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -672982.937500 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -672982.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -673040.562500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -673040.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -673092.687500 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -673092.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -673149.187500 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -673149.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -673221.375000 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -673221.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -673321.437500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -673321.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -673423.250000 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -673423.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -673510.812500 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -673510.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -673615.687500 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -673615.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -673707.187500 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -673707.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -673781.625000 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -673781.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -673831.187500 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -673831.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -673870.000000 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -673870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -673896.500000 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -673896.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -673911.500000 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -673911.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -673922.937500 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -673922.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -673932.437500 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -673932.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -673939.750000 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -673939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -673949.625000 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -673949.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -673964.312500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -673964.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -673974.187500 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -673974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -673984.562500 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -673984.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -673995.625000 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -673995.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -674005.000000 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -674005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -674011.937500 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -674011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -674020.687500 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -674020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -674027.250000 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -674027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -674030.125000 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -674030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -674030.687500 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -674030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -674030.625000 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -674030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -674031.312500 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -674031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -674031.062500 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -674031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -674031.062500 Penalty: 4334.889648
	Iteration 49F: 3 clusters Score -674031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Entering Unmasked Estep 
Score: -1750921.375000 Penalty: 2373.249023
	Iteration 0F: 2 clusters Score -1750921 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 7140 members 
Entering Unmasked Estep 
Score: -1740468.375000 Penalty: 4746.498047
	Iteration 0F: 3 clusters Score -1740468 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1744017.250000 Penalty: 4746.498047
	Iteration 1F: 3 clusters Score -1744017 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1744665.750000 Penalty: 4746.498047
	Iteration 2F: 3 clusters Score -1744666 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1745504.500000 Penalty: 4746.498047
	Iteration 3F: 3 clusters Score -1745504 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1746565.500000 Penalty: 4746.498047
	Iteration 4F: 3 clusters Score -1746566 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1747524.625000 Penalty: 4746.498047
	Iteration 5F: 3 clusters Score -1747525 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1748222.125000 Penalty: 4746.498047
	Iteration 6F: 3 clusters Score -1748222 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1748680.125000 Penalty: 4746.498047
	Iteration 7Q: 3 clusters Score -1748680 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1749002.000000 Penalty: 4746.498047
	Iteration 8Q: 3 clusters Score -1749002 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1749204.875000 Penalty: 4746.498047
	Iteration 9Q: 3 clusters Score -1749205 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1749334.500000 Penalty: 4746.498047
	Iteration 10Q: 3 clusters Score -1749334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1749430.750000 Penalty: 4746.498047
	Iteration 11Q: 3 clusters Score -1749431 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1749519.875000 Penalty: 4746.498047
	Iteration 12Q: 3 clusters Score -1749520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1749631.125000 Penalty: 4746.498047
	Iteration 13Q: 3 clusters Score -1749631 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1749741.500000 Penalty: 4746.498047
	Iteration 14Q: 3 clusters Score -1749742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1749830.500000 Penalty: 4746.498047
	Iteration 15Q: 3 clusters Score -1749830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1749904.000000 Penalty: 4746.498047
	Iteration 16Q: 3 clusters Score -1749904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1749956.625000 Penalty: 4746.498047
	Iteration 17Q: 3 clusters Score -1749957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1749996.750000 Penalty: 4746.498047
	Iteration 18Q: 3 clusters Score -1749997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1750029.875000 Penalty: 4746.498047
	Iteration 19Q: 3 clusters Score -1750030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1750055.375000 Penalty: 4746.498047
	Iteration 20F: 3 clusters Score -1750055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1750073.750000 Penalty: 4746.498047
	Iteration 21Q: 3 clusters Score -1750074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1750080.375000 Penalty: 4746.498047
	Iteration 22Q: 3 clusters Score -1750080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1750093.875000 Penalty: 4746.498047
	Iteration 23Q: 3 clusters Score -1750094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1750128.875000 Penalty: 4746.498047
	Iteration 24Q: 3 clusters Score -1750129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1750191.375000 Penalty: 4746.498047
	Iteration 25Q: 3 clusters Score -1750191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1750257.125000 Penalty: 4746.498047
	Iteration 26Q: 3 clusters Score -1750257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1750299.875000 Penalty: 4746.498047
	Iteration 27Q: 3 clusters Score -1750300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1750311.750000 Penalty: 4746.498047
	Iteration 28Q: 3 clusters Score -1750312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1750322.000000 Penalty: 4746.498047
	Iteration 29Q: 3 clusters Score -1750322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1750331.125000 Penalty: 4746.498047
	Iteration 30Q: 3 clusters Score -1750331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1750340.000000 Penalty: 4746.498047
	Iteration 31Q: 3 clusters Score -1750340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1750340.250000 Penalty: 4746.498047
	Iteration 32Q: 3 clusters Score -1750340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1750343.500000 Penalty: 4746.498047
	Iteration 33Q: 3 clusters Score -1750344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1750344.500000 Penalty: 4746.498047
	Iteration 34Q: 3 clusters Score -1750344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1750346.375000 Penalty: 4746.498047
	Iteration 35Q: 3 clusters Score -1750346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1750350.375000 Penalty: 4746.498047
	Iteration 36Q: 3 clusters Score -1750350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1750350.125000 Penalty: 4746.498047
	Iteration 37Q: 3 clusters Score -1750350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1750349.000000 Penalty: 4746.498047
	Iteration 38Q: 3 clusters Score -1750349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1750349.750000 Penalty: 4746.498047
	Iteration 39Q: 3 clusters Score -1750350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1750349.750000 Penalty: 4746.498047
	Iteration 40F: 3 clusters Score -1750350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Entering Unmasked Estep 
Score: -1351500.000000 Penalty: 2311.671387
	Iteration 0F: 2 clusters Score -1351500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1342986.375000 Penalty: 4623.342773
	Iteration 0F: 3 clusters Score -1342986 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1345626.375000 Penalty: 4623.342773
	Iteration 1F: 3 clusters Score -1345626 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1345982.000000 Penalty: 4623.342773
	Iteration 2F: 3 clusters Score -1345982 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1346268.875000 Penalty: 4623.342773
	Iteration 3F: 3 clusters Score -1346269 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1346554.625000 Penalty: 4623.342773
	Iteration 4Q: 3 clusters Score -1346555 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1346859.250000 Penalty: 4623.342773
	Iteration 5Q: 3 clusters Score -1346859 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1347173.500000 Penalty: 4623.342773
	Iteration 6Q: 3 clusters Score -1347174 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1347490.375000 Penalty: 4623.342773
	Iteration 7Q: 3 clusters Score -1347490 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1347796.875000 Penalty: 4623.342773
	Iteration 8Q: 3 clusters Score -1347797 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1348092.375000 Penalty: 4623.342773
	Iteration 9Q: 3 clusters Score -1348092 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1348336.875000 Penalty: 4623.342773
	Iteration 10Q: 3 clusters Score -1348337 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1348538.125000 Penalty: 4623.342773
	Iteration 11Q: 3 clusters Score -1348538 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1348684.250000 Penalty: 4623.342773
	Iteration 12Q: 3 clusters Score -1348684 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1348798.250000 Penalty: 4623.342773
	Iteration 13Q: 3 clusters Score -1348798 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1348885.500000 Penalty: 4623.342773
	Iteration 14Q: 3 clusters Score -1348886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1348950.250000 Penalty: 4623.342773
	Iteration 15Q: 3 clusters Score -1348950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1348996.250000 Penalty: 4623.342773
	Iteration 16Q: 3 clusters Score -1348996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1349034.625000 Penalty: 4623.342773
	Iteration 17Q: 3 clusters Score -1349035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1349074.125000 Penalty: 4623.342773
	Iteration 18Q: 3 clusters Score -1349074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1349112.500000 Penalty: 4623.342773
	Iteration 19Q: 3 clusters Score -1349112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1349157.500000 Penalty: 4623.342773
	Iteration 20F: 3 clusters Score -1349158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1349211.750000 Penalty: 4623.342773
	Iteration 21Q: 3 clusters Score -1349212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1349265.375000 Penalty: 4623.342773
	Iteration 22Q: 3 clusters Score -1349265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1349313.250000 Penalty: 4623.342773
	Iteration 23Q: 3 clusters Score -1349313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1349347.625000 Penalty: 4623.342773
	Iteration 24Q: 3 clusters Score -1349348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1349386.875000 Penalty: 4623.342773
	Iteration 25Q: 3 clusters Score -1349387 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1349427.625000 Penalty: 4623.342773
	Iteration 26Q: 3 clusters Score -1349428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1349456.125000 Penalty: 4623.342773
	Iteration 27Q: 3 clusters Score -1349456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1349484.250000 Penalty: 4623.342773
	Iteration 28Q: 3 clusters Score -1349484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1349502.500000 Penalty: 4623.342773
	Iteration 29Q: 3 clusters Score -1349502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1349525.750000 Penalty: 4623.342773
	Iteration 30Q: 3 clusters Score -1349526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1349550.250000 Penalty: 4623.342773
	Iteration 31Q: 3 clusters Score -1349550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1349571.875000 Penalty: 4623.342773
	Iteration 32Q: 3 clusters Score -1349572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1349586.250000 Penalty: 4623.342773
	Iteration 33Q: 3 clusters Score -1349586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1349609.125000 Penalty: 4623.342773
	Iteration 34Q: 3 clusters Score -1349609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1349620.625000 Penalty: 4623.342773
	Iteration 35Q: 3 clusters Score -1349621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1349633.000000 Penalty: 4623.342773
	Iteration 36Q: 3 clusters Score -1349633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1349641.250000 Penalty: 4623.342773
	Iteration 37Q: 3 clusters Score -1349641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1349653.125000 Penalty: 4623.342773
	Iteration 38Q: 3 clusters Score -1349653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1349659.125000 Penalty: 4623.342773
	Iteration 39Q: 3 clusters Score -1349659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1349667.625000 Penalty: 4623.342773
	Iteration 40F: 3 clusters Score -1349668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1349676.250000 Penalty: 4623.342773
	Iteration 41Q: 3 clusters Score -1349676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1349682.500000 Penalty: 4623.342773
	Iteration 42Q: 3 clusters Score -1349682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1349688.625000 Penalty: 4623.342773
	Iteration 43Q: 3 clusters Score -1349689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1349690.000000 Penalty: 4623.342773
	Iteration 44Q: 3 clusters Score -1349690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1349694.000000 Penalty: 4623.342773
	Iteration 45Q: 3 clusters Score -1349694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1349694.750000 Penalty: 4623.342773
	Iteration 46Q: 3 clusters Score -1349695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1349697.000000 Penalty: 4623.342773
	Iteration 47Q: 3 clusters Score -1349697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1349697.000000 Penalty: 4623.342773
	Iteration 48Q: 3 clusters Score -1349697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1349699.375000 Penalty: 4623.342773
	Iteration 49Q: 3 clusters Score -1349699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1349701.875000 Penalty: 4623.342773
	Iteration 50Q: 3 clusters Score -1349702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1349703.875000 Penalty: 4623.342773
	Iteration 51Q: 3 clusters Score -1349704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1349705.000000 Penalty: 4623.342773
	Iteration 52Q: 3 clusters Score -1349705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1349705.000000 Penalty: 4623.342773
	Iteration 53F: 3 clusters Score -1349705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1234151.625000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -1234152 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 5140 members 
Entering Unmasked Estep 
Score: -1226290.500000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -1226290 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1228591.250000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -1228591 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1228927.375000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -1228927 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1229209.750000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -1229210 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1229474.875000 Penalty: 4581.977539
	Iteration 4Q: 3 clusters Score -1229475 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1229719.125000 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -1229719 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1229974.500000 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -1229974 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1230206.625000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -1230207 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1230385.250000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -1230385 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1230538.500000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -1230538 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1230650.625000 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -1230651 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1230739.750000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -1230740 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1230817.000000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -1230817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1230895.375000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -1230895 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1230967.125000 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -1230967 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1231025.125000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -1231025 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1231092.250000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -1231092 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1231158.750000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -1231159 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1231215.375000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -1231215 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1231283.875000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -1231284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1231368.750000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -1231369 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1231457.000000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -1231457 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1231549.000000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -1231549 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1231627.750000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -1231628 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1231717.125000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -1231717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1231802.500000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -1231802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1231866.500000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -1231866 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1231922.500000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -1231922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1231978.375000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -1231978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1232025.625000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -1232026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1232062.500000 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -1232062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1232095.875000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -1232096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1232123.250000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -1232123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1232148.625000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -1232149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1232182.250000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -1232182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1232221.000000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -1232221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1232245.125000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -1232245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1232277.125000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -1232277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1232299.750000 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -1232300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1232325.000000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -1232325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1232347.750000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -1232348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1232365.000000 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -1232365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1232383.875000 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -1232384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1232401.375000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -1232401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1232418.875000 Penalty: 4581.977539
	Iteration 44Q: 3 clusters Score -1232419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1232438.125000 Penalty: 4581.977539
	Iteration 45Q: 3 clusters Score -1232438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1232450.750000 Penalty: 4581.977539
	Iteration 46Q: 3 clusters Score -1232451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1232458.875000 Penalty: 4581.977539
	Iteration 47Q: 3 clusters Score -1232459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1232464.625000 Penalty: 4581.977539
	Iteration 48Q: 3 clusters Score -1232465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1232477.000000 Penalty: 4581.977539
	Iteration 49Q: 3 clusters Score -1232477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1232486.750000 Penalty: 4581.977539
	Iteration 50Q: 3 clusters Score -1232487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1232490.875000 Penalty: 4581.977539
	Iteration 51Q: 3 clusters Score -1232491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1232495.250000 Penalty: 4581.977539
	Iteration 52Q: 3 clusters Score -1232495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1232502.625000 Penalty: 4581.977539
	Iteration 53Q: 3 clusters Score -1232503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1232507.500000 Penalty: 4581.977539
	Iteration 54Q: 3 clusters Score -1232508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1232517.125000 Penalty: 4581.977539
	Iteration 55Q: 3 clusters Score -1232517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1232525.375000 Penalty: 4581.977539
	Iteration 56Q: 3 clusters Score -1232525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1232532.125000 Penalty: 4581.977539
	Iteration 57Q: 3 clusters Score -1232532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1232538.000000 Penalty: 4581.977539
	Iteration 58Q: 3 clusters Score -1232538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1232543.375000 Penalty: 4581.977539
	Iteration 59Q: 3 clusters Score -1232543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1232545.375000 Penalty: 4581.977539
	Iteration 60F: 3 clusters Score -1232545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1232545.250000 Penalty: 4581.977539
	Iteration 61Q: 3 clusters Score -1232545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1232547.625000 Penalty: 4581.977539
	Iteration 62Q: 3 clusters Score -1232548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1232549.375000 Penalty: 4581.977539
	Iteration 63Q: 3 clusters Score -1232549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1232548.625000 Penalty: 4581.977539
	Iteration 64Q: 3 clusters Score -1232549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1232550.250000 Penalty: 4581.977539
	Iteration 65Q: 3 clusters Score -1232550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1232551.125000 Penalty: 4581.977539
	Iteration 66Q: 3 clusters Score -1232551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1232554.500000 Penalty: 4581.977539
	Iteration 67Q: 3 clusters Score -1232554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1232556.750000 Penalty: 4581.977539
	Iteration 68Q: 3 clusters Score -1232557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1232559.000000 Penalty: 4581.977539
	Iteration 69Q: 3 clusters Score -1232559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1232560.875000 Penalty: 4581.977539
	Iteration 70Q: 3 clusters Score -1232561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1232559.625000 Penalty: 4581.977539
	Iteration 71Q: 3 clusters Score -1232560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1232558.375000 Penalty: 4581.977539
	Iteration 72Q: 3 clusters Score -1232558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1232558.625000 Penalty: 4581.977539
	Iteration 73Q: 3 clusters Score -1232559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1232559.125000 Penalty: 4581.977539
	Iteration 74Q: 3 clusters Score -1232559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1232560.250000 Penalty: 4581.977539
	Iteration 75Q: 3 clusters Score -1232560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1232560.875000 Penalty: 4581.977539
	Iteration 76Q: 3 clusters Score -1232561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1232560.625000 Penalty: 4581.977539
	Iteration 77Q: 3 clusters Score -1232561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1232560.625000 Penalty: 4581.977539
	Iteration 78F: 3 clusters Score -1232561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Entering Unmasked Estep 
Score: -3508453.500000 Penalty: 2542.039062
	Iteration 0F: 2 clusters Score -3508454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3489110.500000 Penalty: 5084.078125
	Iteration 0F: 3 clusters Score -3489110 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3495931.000000 Penalty: 5084.078125
	Iteration 1F: 3 clusters Score -3495931 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3496427.750000 Penalty: 5084.078125
	Iteration 2Q: 3 clusters Score -3496428 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3496863.750000 Penalty: 5084.078125
	Iteration 3Q: 3 clusters Score -3496864 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3497285.750000 Penalty: 5084.078125
	Iteration 4Q: 3 clusters Score -3497286 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3497716.250000 Penalty: 5084.078125
	Iteration 5Q: 3 clusters Score -3497716 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3498173.250000 Penalty: 5084.078125
	Iteration 6Q: 3 clusters Score -3498173 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3498729.750000 Penalty: 5084.078125
	Iteration 7Q: 3 clusters Score -3498730 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3499442.000000 Penalty: 5084.078125
	Iteration 8Q: 3 clusters Score -3499442 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3500289.000000 Penalty: 5084.078125
	Iteration 9F: 3 clusters Score -3500289 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3501154.750000 Penalty: 5084.078125
	Iteration 10F: 3 clusters Score -3501155 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3501913.250000 Penalty: 5084.078125
	Iteration 11Q: 3 clusters Score -3501913 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3502523.750000 Penalty: 5084.078125
	Iteration 12Q: 3 clusters Score -3502524 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3503033.750000 Penalty: 5084.078125
	Iteration 13Q: 3 clusters Score -3503034 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3503529.000000 Penalty: 5084.078125
	Iteration 14Q: 3 clusters Score -3503529 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3503978.250000 Penalty: 5084.078125
	Iteration 15Q: 3 clusters Score -3503978 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3504331.750000 Penalty: 5084.078125
	Iteration 16Q: 3 clusters Score -3504332 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3504587.500000 Penalty: 5084.078125
	Iteration 17Q: 3 clusters Score -3504588 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3504840.500000 Penalty: 5084.078125
	Iteration 18Q: 3 clusters Score -3504840 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3504994.500000 Penalty: 5084.078125
	Iteration 19Q: 3 clusters Score -3504994 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3505194.000000 Penalty: 5084.078125
	Iteration 20F: 3 clusters Score -3505194 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3505349.250000 Penalty: 5084.078125
	Iteration 21Q: 3 clusters Score -3505349 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3505473.750000 Penalty: 5084.078125
	Iteration 22Q: 3 clusters Score -3505474 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3505591.750000 Penalty: 5084.078125
	Iteration 23Q: 3 clusters Score -3505592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3505704.750000 Penalty: 5084.078125
	Iteration 24Q: 3 clusters Score -3505705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3505826.500000 Penalty: 5084.078125
	Iteration 25Q: 3 clusters Score -3505826 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3505909.500000 Penalty: 5084.078125
	Iteration 26Q: 3 clusters Score -3505910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3505985.250000 Penalty: 5084.078125
	Iteration 27Q: 3 clusters Score -3505985 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3506068.500000 Penalty: 5084.078125
	Iteration 28Q: 3 clusters Score -3506068 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3506125.750000 Penalty: 5084.078125
	Iteration 29Q: 3 clusters Score -3506126 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3506174.000000 Penalty: 5084.078125
	Iteration 30Q: 3 clusters Score -3506174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3506205.250000 Penalty: 5084.078125
	Iteration 31Q: 3 clusters Score -3506205 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3506233.750000 Penalty: 5084.078125
	Iteration 32Q: 3 clusters Score -3506234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3506274.750000 Penalty: 5084.078125
	Iteration 33Q: 3 clusters Score -3506275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3506302.250000 Penalty: 5084.078125
	Iteration 34Q: 3 clusters Score -3506302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3506324.750000 Penalty: 5084.078125
	Iteration 35Q: 3 clusters Score -3506325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3506363.750000 Penalty: 5084.078125
	Iteration 36Q: 3 clusters Score -3506364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3506386.250000 Penalty: 5084.078125
	Iteration 37Q: 3 clusters Score -3506386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3506402.000000 Penalty: 5084.078125
	Iteration 38Q: 3 clusters Score -3506402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3506412.250000 Penalty: 5084.078125
	Iteration 39Q: 3 clusters Score -3506412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3506427.750000 Penalty: 5084.078125
	Iteration 40F: 3 clusters Score -3506428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3506431.500000 Penalty: 5084.078125
	Iteration 41Q: 3 clusters Score -3506432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3506443.000000 Penalty: 5084.078125
	Iteration 42Q: 3 clusters Score -3506443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3506461.500000 Penalty: 5084.078125
	Iteration 43Q: 3 clusters Score -3506462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3506471.000000 Penalty: 5084.078125
	Iteration 44Q: 3 clusters Score -3506471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3506489.750000 Penalty: 5084.078125
	Iteration 45Q: 3 clusters Score -3506490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3506498.750000 Penalty: 5084.078125
	Iteration 46Q: 3 clusters Score -3506499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3506497.750000 Penalty: 5084.078125
	Iteration 47Q: 3 clusters Score -3506498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3506501.000000 Penalty: 5084.078125
	Iteration 48Q: 3 clusters Score -3506501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3506505.250000 Penalty: 5084.078125
	Iteration 49Q: 3 clusters Score -3506505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3506515.500000 Penalty: 5084.078125
	Iteration 50Q: 3 clusters Score -3506516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3506524.750000 Penalty: 5084.078125
	Iteration 51Q: 3 clusters Score -3506525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3506532.000000 Penalty: 5084.078125
	Iteration 52Q: 3 clusters Score -3506532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3506530.000000 Penalty: 5084.078125
	Iteration 53Q: 3 clusters Score -3506530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3506528.250000 Penalty: 5084.078125
	Iteration 54Q: 3 clusters Score -3506528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3506529.000000 Penalty: 5084.078125
	Iteration 55Q: 3 clusters Score -3506529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3506534.250000 Penalty: 5084.078125
	Iteration 56Q: 3 clusters Score -3506534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3506531.000000 Penalty: 5084.078125
	Iteration 57Q: 3 clusters Score -3506531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3506529.250000 Penalty: 5084.078125
	Iteration 58Q: 3 clusters Score -3506529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3506537.500000 Penalty: 5084.078125
	Iteration 59Q: 3 clusters Score -3506538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3506530.500000 Penalty: 5084.078125
	Iteration 60F: 3 clusters Score -3506530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3506534.000000 Penalty: 5084.078125
	Iteration 61Q: 3 clusters Score -3506534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3506529.500000 Penalty: 5084.078125
	Iteration 62Q: 3 clusters Score -3506530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3506534.750000 Penalty: 5084.078125
	Iteration 63Q: 3 clusters Score -3506535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3506533.500000 Penalty: 5084.078125
	Iteration 64Q: 3 clusters Score -3506534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3506536.250000 Penalty: 5084.078125
	Iteration 65Q: 3 clusters Score -3506536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3506533.000000 Penalty: 5084.078125
	Iteration 66Q: 3 clusters Score -3506533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3506530.750000 Penalty: 5084.078125
	Iteration 67Q: 3 clusters Score -3506531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3506536.500000 Penalty: 5084.078125
	Iteration 68Q: 3 clusters Score -3506536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3506538.000000 Penalty: 5084.078125
	Iteration 69Q: 3 clusters Score -3506538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3506538.000000 Penalty: 5084.078125
	Iteration 70F: 3 clusters Score -3506538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Entering Unmasked Estep 
Score: -4855683.000000 Penalty: 2622.404053
	Iteration 0F: 2 clusters Score -4855683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4829262.000000 Penalty: 5244.808105
	Iteration 0F: 3 clusters Score -4829262 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4838965.000000 Penalty: 5244.808105
	Iteration 1F: 3 clusters Score -4838965 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4839410.000000 Penalty: 5244.808105
	Iteration 2Q: 3 clusters Score -4839410 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4839855.500000 Penalty: 5244.808105
	Iteration 3Q: 3 clusters Score -4839856 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4840188.500000 Penalty: 5244.808105
	Iteration 4Q: 3 clusters Score -4840188 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4840532.500000 Penalty: 5244.808105
	Iteration 5Q: 3 clusters Score -4840532 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4840984.000000 Penalty: 5244.808105
	Iteration 6Q: 3 clusters Score -4840984 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4841677.000000 Penalty: 5244.808105
	Iteration 7Q: 3 clusters Score -4841677 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4842676.500000 Penalty: 5244.808105
	Iteration 8Q: 3 clusters Score -4842676 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4844115.500000 Penalty: 5244.808105
	Iteration 9F: 3 clusters Score -4844116 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -4846241.000000 Penalty: 5244.808105
	Iteration 10F: 3 clusters Score -4846241 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4848730.000000 Penalty: 5244.808105
	Iteration 11F: 3 clusters Score -4848730 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4850761.000000 Penalty: 5244.808105
	Iteration 12F: 3 clusters Score -4850761 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4852083.000000 Penalty: 5244.808105
	Iteration 13Q: 3 clusters Score -4852083 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4852744.000000 Penalty: 5244.808105
	Iteration 14Q: 3 clusters Score -4852744 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4853111.500000 Penalty: 5244.808105
	Iteration 15Q: 3 clusters Score -4853112 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4853254.000000 Penalty: 5244.808105
	Iteration 16Q: 3 clusters Score -4853254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4853334.500000 Penalty: 5244.808105
	Iteration 17Q: 3 clusters Score -4853334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4853377.500000 Penalty: 5244.808105
	Iteration 18Q: 3 clusters Score -4853378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4853404.500000 Penalty: 5244.808105
	Iteration 19Q: 3 clusters Score -4853404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4853415.500000 Penalty: 5244.808105
	Iteration 20F: 3 clusters Score -4853416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4853428.000000 Penalty: 5244.808105
	Iteration 21Q: 3 clusters Score -4853428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4853442.000000 Penalty: 5244.808105
	Iteration 22Q: 3 clusters Score -4853442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4853444.500000 Penalty: 5244.808105
	Iteration 23Q: 3 clusters Score -4853444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4853446.500000 Penalty: 5244.808105
	Iteration 24Q: 3 clusters Score -4853446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4853448.500000 Penalty: 5244.808105
	Iteration 25Q: 3 clusters Score -4853448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4853457.500000 Penalty: 5244.808105
	Iteration 26Q: 3 clusters Score -4853458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4853453.000000 Penalty: 5244.808105
	Iteration 27Q: 3 clusters Score -4853453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4853463.000000 Penalty: 5244.808105
	Iteration 28Q: 3 clusters Score -4853463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4853464.500000 Penalty: 5244.808105
	Iteration 29Q: 3 clusters Score -4853464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4853466.000000 Penalty: 5244.808105
	Iteration 30Q: 3 clusters Score -4853466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4853469.500000 Penalty: 5244.808105
	Iteration 31Q: 3 clusters Score -4853470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4853466.000000 Penalty: 5244.808105
	Iteration 32Q: 3 clusters Score -4853466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4853466.000000 Penalty: 5244.808105
	Iteration 33F: 3 clusters Score -4853466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Entering Unmasked Estep 
Score: -920818.937500 Penalty: 2213.776367
	Iteration 0F: 2 clusters Score -920818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -914695.062500 Penalty: 4427.552734
	Iteration 0F: 3 clusters Score -914695.1 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -916257.937500 Penalty: 4427.552734
	Iteration 1F: 3 clusters Score -916257.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -916492.937500 Penalty: 4427.552734
	Iteration 2F: 3 clusters Score -916492.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -916653.125000 Penalty: 4427.552734
	Iteration 3Q: 3 clusters Score -916653.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -916776.875000 Penalty: 4427.552734
	Iteration 4Q: 3 clusters Score -916776.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -916892.812500 Penalty: 4427.552734
	Iteration 5Q: 3 clusters Score -916892.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -917004.562500 Penalty: 4427.552734
	Iteration 6Q: 3 clusters Score -917004.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -917114.187500 Penalty: 4427.552734
	Iteration 7Q: 3 clusters Score -917114.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -917224.562500 Penalty: 4427.552734
	Iteration 8Q: 3 clusters Score -917224.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -917341.937500 Penalty: 4427.552734
	Iteration 9Q: 3 clusters Score -917341.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -917446.750000 Penalty: 4427.552734
	Iteration 10Q: 3 clusters Score -917446.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -917541.687500 Penalty: 4427.552734
	Iteration 11Q: 3 clusters Score -917541.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -917636.687500 Penalty: 4427.552734
	Iteration 12Q: 3 clusters Score -917636.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -917737.437500 Penalty: 4427.552734
	Iteration 13Q: 3 clusters Score -917737.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -917862.500000 Penalty: 4427.552734
	Iteration 14Q: 3 clusters Score -917862.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -917991.000000 Penalty: 4427.552734
	Iteration 15Q: 3 clusters Score -917991 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -918122.500000 Penalty: 4427.552734
	Iteration 16Q: 3 clusters Score -918122.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -918247.062500 Penalty: 4427.552734
	Iteration 17Q: 3 clusters Score -918247.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -918354.875000 Penalty: 4427.552734
	Iteration 18Q: 3 clusters Score -918354.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -918470.875000 Penalty: 4427.552734
	Iteration 19Q: 3 clusters Score -918470.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -918586.062500 Penalty: 4427.552734
	Iteration 20F: 3 clusters Score -918586.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -918697.500000 Penalty: 4427.552734
	Iteration 21Q: 3 clusters Score -918697.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -918807.500000 Penalty: 4427.552734
	Iteration 22Q: 3 clusters Score -918807.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -918936.500000 Penalty: 4427.552734
	Iteration 23Q: 3 clusters Score -918936.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -919074.937500 Penalty: 4427.552734
	Iteration 24Q: 3 clusters Score -919074.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -919240.625000 Penalty: 4427.552734
	Iteration 25Q: 3 clusters Score -919240.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -919378.937500 Penalty: 4427.552734
	Iteration 26Q: 3 clusters Score -919378.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -919473.562500 Penalty: 4427.552734
	Iteration 27Q: 3 clusters Score -919473.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -919525.125000 Penalty: 4427.552734
	Iteration 28Q: 3 clusters Score -919525.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -919553.875000 Penalty: 4427.552734
	Iteration 29Q: 3 clusters Score -919553.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -919576.000000 Penalty: 4427.552734
	Iteration 30Q: 3 clusters Score -919576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -919588.812500 Penalty: 4427.552734
	Iteration 31Q: 3 clusters Score -919588.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -919596.187500 Penalty: 4427.552734
	Iteration 32Q: 3 clusters Score -919596.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -919604.000000 Penalty: 4427.552734
	Iteration 33Q: 3 clusters Score -919604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -919608.937500 Penalty: 4427.552734
	Iteration 34Q: 3 clusters Score -919608.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -919612.250000 Penalty: 4427.552734
	Iteration 35Q: 3 clusters Score -919612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -919615.375000 Penalty: 4427.552734
	Iteration 36Q: 3 clusters Score -919615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -919615.562500 Penalty: 4427.552734
	Iteration 37Q: 3 clusters Score -919615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -919617.562500 Penalty: 4427.552734
	Iteration 38Q: 3 clusters Score -919617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -919619.937500 Penalty: 4427.552734
	Iteration 39Q: 3 clusters Score -919619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -919620.750000 Penalty: 4427.552734
	Iteration 40F: 3 clusters Score -919620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -919621.062500 Penalty: 4427.552734
	Iteration 41Q: 3 clusters Score -919621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -919622.562500 Penalty: 4427.552734
	Iteration 42Q: 3 clusters Score -919622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -919622.437500 Penalty: 4427.552734
	Iteration 43Q: 3 clusters Score -919622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -919623.687500 Penalty: 4427.552734
	Iteration 44Q: 3 clusters Score -919623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -919624.062500 Penalty: 4427.552734
	Iteration 45Q: 3 clusters Score -919624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -919624.937500 Penalty: 4427.552734
	Iteration 46Q: 3 clusters Score -919624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -919626.562500 Penalty: 4427.552734
	Iteration 47Q: 3 clusters Score -919626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -919625.437500 Penalty: 4427.552734
	Iteration 48Q: 3 clusters Score -919625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -919626.750000 Penalty: 4427.552734
	Iteration 49Q: 3 clusters Score -919626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -919628.062500 Penalty: 4427.552734
	Iteration 50Q: 3 clusters Score -919628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -919627.750000 Penalty: 4427.552734
	Iteration 51Q: 3 clusters Score -919627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -919628.312500 Penalty: 4427.552734
	Iteration 52Q: 3 clusters Score -919628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -919630.500000 Penalty: 4427.552734
	Iteration 53Q: 3 clusters Score -919630.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -919633.187500 Penalty: 4427.552734
	Iteration 54Q: 3 clusters Score -919633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -919637.375000 Penalty: 4427.552734
	Iteration 55Q: 3 clusters Score -919637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -919640.000000 Penalty: 4427.552734
	Iteration 56Q: 3 clusters Score -919640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -919644.125000 Penalty: 4427.552734
	Iteration 57Q: 3 clusters Score -919644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -919647.562500 Penalty: 4427.552734
	Iteration 58Q: 3 clusters Score -919647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -919650.687500 Penalty: 4427.552734
	Iteration 59Q: 3 clusters Score -919650.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -919651.625000 Penalty: 4427.552734
	Iteration 60F: 3 clusters Score -919651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -919652.625000 Penalty: 4427.552734
	Iteration 61Q: 3 clusters Score -919652.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -919656.937500 Penalty: 4427.552734
	Iteration 62Q: 3 clusters Score -919656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -919660.437500 Penalty: 4427.552734
	Iteration 63Q: 3 clusters Score -919660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -919661.875000 Penalty: 4427.552734
	Iteration 64Q: 3 clusters Score -919661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -919663.062500 Penalty: 4427.552734
	Iteration 65Q: 3 clusters Score -919663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -919665.375000 Penalty: 4427.552734
	Iteration 66Q: 3 clusters Score -919665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -919665.312500 Penalty: 4427.552734
	Iteration 67Q: 3 clusters Score -919665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -919664.250000 Penalty: 4427.552734
	Iteration 68Q: 3 clusters Score -919664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -919664.250000 Penalty: 4427.552734
	Iteration 69Q: 3 clusters Score -919664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -919664.750000 Penalty: 4427.552734
	Iteration 70Q: 3 clusters Score -919664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -919664.625000 Penalty: 4427.552734
	Iteration 71Q: 3 clusters Score -919664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -919668.187500 Penalty: 4427.552734
	Iteration 72Q: 3 clusters Score -919668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -919669.187500 Penalty: 4427.552734
	Iteration 73Q: 3 clusters Score -919669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -919668.937500 Penalty: 4427.552734
	Iteration 74Q: 3 clusters Score -919668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -919669.812500 Penalty: 4427.552734
	Iteration 75Q: 3 clusters Score -919669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -919673.625000 Penalty: 4427.552734
	Iteration 76Q: 3 clusters Score -919673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -919673.625000 Penalty: 4427.552734
	Iteration 77Q: 3 clusters Score -919673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -919676.000000 Penalty: 4427.552734
	Iteration 78Q: 3 clusters Score -919676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -919674.687500 Penalty: 4427.552734
	Iteration 79Q: 3 clusters Score -919674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -919675.750000 Penalty: 4427.552734
	Iteration 80F: 3 clusters Score -919675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Entering Unmasked Estep 
Score: -3275286.500000 Penalty: 2526.686523
	Iteration 0F: 2 clusters Score -3275286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3256918.000000 Penalty: 5053.373047
	Iteration 0F: 3 clusters Score -3256918 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3263535.250000 Penalty: 5053.373047
	Iteration 1F: 3 clusters Score -3263535 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3264380.000000 Penalty: 5053.373047
	Iteration 2F: 3 clusters Score -3264380 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3265424.500000 Penalty: 5053.373047
	Iteration 3F: 3 clusters Score -3265424 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3266816.000000 Penalty: 5053.373047
	Iteration 4F: 3 clusters Score -3266816 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3268404.500000 Penalty: 5053.373047
	Iteration 5F: 3 clusters Score -3268404 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3270087.250000 Penalty: 5053.373047
	Iteration 6F: 3 clusters Score -3270087 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3271472.000000 Penalty: 5053.373047
	Iteration 7F: 3 clusters Score -3271472 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3272526.000000 Penalty: 5053.373047
	Iteration 8Q: 3 clusters Score -3272526 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3273268.500000 Penalty: 5053.373047
	Iteration 9Q: 3 clusters Score -3273268 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3273663.750000 Penalty: 5053.373047
	Iteration 10Q: 3 clusters Score -3273664 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3273867.500000 Penalty: 5053.373047
	Iteration 11Q: 3 clusters Score -3273868 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3274010.250000 Penalty: 5053.373047
	Iteration 12Q: 3 clusters Score -3274010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3274093.500000 Penalty: 5053.373047
	Iteration 13Q: 3 clusters Score -3274094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3274147.000000 Penalty: 5053.373047
	Iteration 14Q: 3 clusters Score -3274147 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3274182.750000 Penalty: 5053.373047
	Iteration 15Q: 3 clusters Score -3274183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3274210.000000 Penalty: 5053.373047
	Iteration 16Q: 3 clusters Score -3274210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3274224.500000 Penalty: 5053.373047
	Iteration 17Q: 3 clusters Score -3274224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3274226.500000 Penalty: 5053.373047
	Iteration 18Q: 3 clusters Score -3274226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3274236.250000 Penalty: 5053.373047
	Iteration 19Q: 3 clusters Score -3274236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3274241.500000 Penalty: 5053.373047
	Iteration 20F: 3 clusters Score -3274242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3274248.250000 Penalty: 5053.373047
	Iteration 21Q: 3 clusters Score -3274248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3274258.500000 Penalty: 5053.373047
	Iteration 22Q: 3 clusters Score -3274258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3274263.000000 Penalty: 5053.373047
	Iteration 23Q: 3 clusters Score -3274263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3274264.000000 Penalty: 5053.373047
	Iteration 24Q: 3 clusters Score -3274264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3274264.500000 Penalty: 5053.373047
	Iteration 25Q: 3 clusters Score -3274264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3274264.250000 Penalty: 5053.373047
	Iteration 26Q: 3 clusters Score -3274264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3274265.250000 Penalty: 5053.373047
	Iteration 27Q: 3 clusters Score -3274265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3274272.250000 Penalty: 5053.373047
	Iteration 28Q: 3 clusters Score -3274272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3274274.750000 Penalty: 5053.373047
	Iteration 29Q: 3 clusters Score -3274275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3274274.750000 Penalty: 5053.373047
	Iteration 30Q: 3 clusters Score -3274275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3274278.500000 Penalty: 5053.373047
	Iteration 31Q: 3 clusters Score -3274278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3274273.250000 Penalty: 5053.373047
	Iteration 32Q: 3 clusters Score -3274273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3274273.250000 Penalty: 5053.373047
	Iteration 33F: 3 clusters Score -3274273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -299320.156250 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -299320.2 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 1327 members 
Entering Unmasked Estep 
Score: -296294.062500 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -296294.1 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -296943.062500 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -296943.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -297152.625000 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -297152.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -297277.875000 Penalty: 3909.815430
	Iteration 3F: 3 clusters Score -297277.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -297349.000000 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -297349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -297409.250000 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -297409.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -297474.562500 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -297474.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -297532.937500 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -297532.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -297573.875000 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -297573.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297616.031250 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -297616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297659.875000 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -297659.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -297689.406250 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -297689.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -297716.187500 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -297716.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297749.812500 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -297749.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -297795.875000 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -297795.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297869.906250 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -297869.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -297949.718750 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -297949.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -298021.312500 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -298021.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -298088.843750 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -298088.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -298177.031250 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -298177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -298232.093750 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -298232.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -298286.156250 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -298286.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -298329.562500 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -298329.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -298366.500000 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -298366.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -298397.687500 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -298397.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -298426.156250 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -298426.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -298440.500000 Penalty: 3909.815430
	Iteration 26Q: 3 clusters Score -298440.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -298449.156250 Penalty: 3909.815430
	Iteration 27Q: 3 clusters Score -298449.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -298456.062500 Penalty: 3909.815430
	Iteration 28Q: 3 clusters Score -298456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -298461.343750 Penalty: 3909.815430
	Iteration 29Q: 3 clusters Score -298461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -298465.656250 Penalty: 3909.815430
	Iteration 30Q: 3 clusters Score -298465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -298471.281250 Penalty: 3909.815430
	Iteration 31Q: 3 clusters Score -298471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -298475.656250 Penalty: 3909.815430
	Iteration 32Q: 3 clusters Score -298475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -298478.062500 Penalty: 3909.815430
	Iteration 33Q: 3 clusters Score -298478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -298480.375000 Penalty: 3909.815430
	Iteration 34Q: 3 clusters Score -298480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -298485.531250 Penalty: 3909.815430
	Iteration 35Q: 3 clusters Score -298485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -298489.687500 Penalty: 3909.815430
	Iteration 36Q: 3 clusters Score -298489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -298490.062500 Penalty: 3909.815430
	Iteration 37Q: 3 clusters Score -298490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -298490.187500 Penalty: 3909.815430
	Iteration 38Q: 3 clusters Score -298490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -298490.187500 Penalty: 3909.815430
	Iteration 39F: 3 clusters Score -298490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Entering Unmasked Estep 
Score: -7749477.000000 Penalty: 2734.987061
	Iteration 0F: 2 clusters Score -7749477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -7708154.000000 Penalty: 5469.974121
	Iteration 0F: 3 clusters Score -7708154 nChanged 28538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7724207.000000 Penalty: 5469.974121
	Iteration 1F: 3 clusters Score -7724207 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -7724773.000000 Penalty: 5469.974121
	Iteration 2Q: 3 clusters Score -7724773 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -7725278.500000 Penalty: 5469.974121
	Iteration 3Q: 3 clusters Score -7725278 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -7725771.500000 Penalty: 5469.974121
	Iteration 4Q: 3 clusters Score -7725772 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -7726239.000000 Penalty: 5469.974121
	Iteration 5Q: 3 clusters Score -7726239 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -7726671.000000 Penalty: 5469.974121
	Iteration 6Q: 3 clusters Score -7726671 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7727354.500000 Penalty: 5469.974121
	Iteration 7Q: 3 clusters Score -7727354 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7728002.000000 Penalty: 5469.974121
	Iteration 8Q: 3 clusters Score -7728002 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -7729094.500000 Penalty: 5469.974121
	Iteration 9Q: 3 clusters Score -7729094 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -7730603.500000 Penalty: 5469.974121
	Iteration 10Q: 3 clusters Score -7730604 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -7732590.500000 Penalty: 5469.974121
	Iteration 11F: 3 clusters Score -7732590 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -7734959.000000 Penalty: 5469.974121
	Iteration 12F: 3 clusters Score -7734959 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -7737441.500000 Penalty: 5469.974121
	Iteration 13F: 3 clusters Score -7737442 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -7739802.500000 Penalty: 5469.974121
	Iteration 14F: 3 clusters Score -7739802 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -7741822.000000 Penalty: 5469.974121
	Iteration 15Q: 3 clusters Score -7741822 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -7743547.500000 Penalty: 5469.974121
	Iteration 16Q: 3 clusters Score -7743548 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7744974.000000 Penalty: 5469.974121
	Iteration 17Q: 3 clusters Score -7744974 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7746058.000000 Penalty: 5469.974121
	Iteration 18Q: 3 clusters Score -7746058 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7746700.500000 Penalty: 5469.974121
	Iteration 19Q: 3 clusters Score -7746700 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7747033.000000 Penalty: 5469.974121
	Iteration 20F: 3 clusters Score -7747033 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7747226.000000 Penalty: 5469.974121
	Iteration 21Q: 3 clusters Score -7747226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7747308.000000 Penalty: 5469.974121
	Iteration 22Q: 3 clusters Score -7747308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7747368.500000 Penalty: 5469.974121
	Iteration 23Q: 3 clusters Score -7747368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7747399.000000 Penalty: 5469.974121
	Iteration 24Q: 3 clusters Score -7747399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7747419.500000 Penalty: 5469.974121
	Iteration 25Q: 3 clusters Score -7747420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7747445.000000 Penalty: 5469.974121
	Iteration 26Q: 3 clusters Score -7747445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7747445.000000 Penalty: 5469.974121
	Iteration 27Q: 3 clusters Score -7747445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7747443.500000 Penalty: 5469.974121
	Iteration 28Q: 3 clusters Score -7747444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7747445.000000 Penalty: 5469.974121
	Iteration 29Q: 3 clusters Score -7747445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7747445.000000 Penalty: 5469.974121
	Iteration 30F: 3 clusters Score -7747445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -36752.917969 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -36752.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35696.609375 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -35696.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36366.144531 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -36366.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36790.488281 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -36790.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36988.093750 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -36988.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37049.628906 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -37049.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37060.019531 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -37060.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -37061.500000 Penalty: 2992.410889
	Iteration 6F: 3 clusters Score -37061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37067.667969 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -37067.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37072.390625 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -37072.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37078.550781 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -37078.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37078.550781 Penalty: 2992.410889
	Iteration 10F: 3 clusters Score -37078.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28287 members 
Mstep: Class 13 contains 39113 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61585 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 374947 members 
Mstep: Class 22 contains 61434 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16737 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29478 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17934 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23569 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 86 members 
Entering Unmasked Estep 
Score: -142005824.000000 Penalty: 173266.296875
Splitting cluster 18 changes total score from -142007744.000000 to -142005824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -329418.375000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -329418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -326323.218750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -326323.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -326965.937500 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -326965.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -327108.375000 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -327108.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -327183.875000 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -327183.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -327236.062500 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -327236.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -327270.187500 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -327270.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -327293.656250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -327293.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -327313.250000 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -327313.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -327332.562500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -327332.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327345.468750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -327345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -327358.562500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -327358.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -327373.406250 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -327373.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -327384.031250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -327384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -327400.718750 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -327400.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -327418.781250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -327418.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -327439.593750 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -327439.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -327453.312500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -327453.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -327467.000000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -327467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -327477.656250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -327477.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -327485.375000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -327485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -327491.625000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -327491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -327493.343750 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -327493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -327496.000000 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -327496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -327497.093750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -327497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -327499.125000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -327499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -327500.562500 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -327500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -327503.000000 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -327503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -327506.062500 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -327506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -327508.843750 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -327508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -327511.093750 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -327511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -327513.406250 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -327513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -327515.468750 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -327515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -327518.343750 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -327518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -327519.718750 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -327519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -327520.656250 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -327520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -327520.718750 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -327520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -327521.125000 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -327521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -327521.125000 Penalty: 3924.198486
	Iteration 37F: 3 clusters Score -327521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Entering Unmasked Estep 
Score: -19636790.000000 Penalty: 2969.716553
	Iteration 0F: 2 clusters Score -1.963679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -19530900.000000 Penalty: 5939.433105
	Iteration 0F: 3 clusters Score -1.95309e+07 nChanged 75529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -19574494.000000 Penalty: 5939.433105
	Iteration 1F: 3 clusters Score -1.957449e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -19575698.000000 Penalty: 5939.433105
	Iteration 2Q: 3 clusters Score -1.95757e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -19577356.000000 Penalty: 5939.433105
	Iteration 3Q: 3 clusters Score -1.957736e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -19579522.000000 Penalty: 5939.433105
	Iteration 4Q: 3 clusters Score -1.957952e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -19582524.000000 Penalty: 5939.433105
	Iteration 5Q: 3 clusters Score -1.958252e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -19586404.000000 Penalty: 5939.433105
	Iteration 6F: 3 clusters Score -1.95864e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -19591496.000000 Penalty: 5939.433105
	Iteration 7F: 3 clusters Score -1.95915e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -19596934.000000 Penalty: 5939.433105
	Iteration 8F: 3 clusters Score -1.959693e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -19602596.000000 Penalty: 5939.433105
	Iteration 9F: 3 clusters Score -1.96026e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -19608288.000000 Penalty: 5939.433105
	Iteration 10F: 3 clusters Score -1.960829e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -19613822.000000 Penalty: 5939.433105
	Iteration 11F: 3 clusters Score -1.961382e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 139375 members 
Entering Unmasked Estep 
Score: -19619186.000000 Penalty: 5939.433105
	Iteration 12Q: 3 clusters Score -1.961919e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 145621 members 
Entering Unmasked Estep 
Score: -19624104.000000 Penalty: 5939.433105
	Iteration 13Q: 3 clusters Score -1.96241e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 150540 members 
Entering Unmasked Estep 
Score: -19628342.000000 Penalty: 5939.433105
	Iteration 14Q: 3 clusters Score -1.962834e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -19630818.000000 Penalty: 5939.433105
	Iteration 15Q: 3 clusters Score -1.963082e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -19632338.000000 Penalty: 5939.433105
	Iteration 16Q: 3 clusters Score -1.963234e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -19633066.000000 Penalty: 5939.433105
	Iteration 17Q: 3 clusters Score -1.963307e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -19633484.000000 Penalty: 5939.433105
	Iteration 18Q: 3 clusters Score -1.963348e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 157619 members 
Entering Unmasked Estep 
Score: -19633720.000000 Penalty: 5939.433105
	Iteration 19Q: 3 clusters Score -1.963372e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -19633840.000000 Penalty: 5939.433105
	Iteration 20F: 3 clusters Score -1.963384e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -19633954.000000 Penalty: 5939.433105
	Iteration 21Q: 3 clusters Score -1.963395e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -19634046.000000 Penalty: 5939.433105
	Iteration 22Q: 3 clusters Score -1.963405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -19634090.000000 Penalty: 5939.433105
	Iteration 23Q: 3 clusters Score -1.963409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -19634124.000000 Penalty: 5939.433105
	Iteration 24Q: 3 clusters Score -1.963412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -19634154.000000 Penalty: 5939.433105
	Iteration 25Q: 3 clusters Score -1.963415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 158051 members 
Entering Unmasked Estep 
Score: -19634180.000000 Penalty: 5939.433105
	Iteration 26Q: 3 clusters Score -1.963418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 158065 members 
Entering Unmasked Estep 
Score: -19634194.000000 Penalty: 5939.433105
	Iteration 27Q: 3 clusters Score -1.963419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -19634204.000000 Penalty: 5939.433105
	Iteration 28Q: 3 clusters Score -1.96342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -19634226.000000 Penalty: 5939.433105
	Iteration 29Q: 3 clusters Score -1.963423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -19634232.000000 Penalty: 5939.433105
	Iteration 30Q: 3 clusters Score -1.963423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -19634244.000000 Penalty: 5939.433105
	Iteration 31Q: 3 clusters Score -1.963424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -19634258.000000 Penalty: 5939.433105
	Iteration 32Q: 3 clusters Score -1.963426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -19634256.000000 Penalty: 5939.433105
	Iteration 33Q: 3 clusters Score -1.963426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5939.433105
	Iteration 34Q: 3 clusters Score -1.963428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -19634286.000000 Penalty: 5939.433105
	Iteration 35Q: 3 clusters Score -1.963429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5939.433105
	Iteration 36Q: 3 clusters Score -1.963428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -19634280.000000 Penalty: 5939.433105
	Iteration 37Q: 3 clusters Score -1.963428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -19634282.000000 Penalty: 5939.433105
	Iteration 38Q: 3 clusters Score -1.963428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -19634284.000000 Penalty: 5939.433105
	Iteration 39Q: 3 clusters Score -1.963428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -19634284.000000 Penalty: 5939.433105
	Iteration 40F: 3 clusters Score -1.963428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (374947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374947 members 
Entering Unmasked Estep 
Score: -46972296.000000 Penalty: 3182.966064
	Iteration 0F: 2 clusters Score -4.69723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187512 members 
Mstep: Class 2 contains 187435 members 
Entering Unmasked Estep 
Score: -46754920.000000 Penalty: 6365.932129
	Iteration 0F: 3 clusters Score -4.675492e+07 nChanged 182720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191350 members 
Mstep: Class 2 contains 183597 members 
Entering Unmasked Estep 
Score: -46862716.000000 Penalty: 6365.932129
	Iteration 1F: 3 clusters Score -4.686272e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193471 members 
Mstep: Class 2 contains 181476 members 
Entering Unmasked Estep 
Score: -46864132.000000 Penalty: 6365.932129
	Iteration 2Q: 3 clusters Score -4.686413e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196623 members 
Mstep: Class 2 contains 178324 members 
Entering Unmasked Estep 
Score: -46866300.000000 Penalty: 6365.932129
	Iteration 3Q: 3 clusters Score -4.68663e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201212 members 
Mstep: Class 2 contains 173735 members 
Entering Unmasked Estep 
Score: -46868876.000000 Penalty: 6365.932129
	Iteration 4Q: 3 clusters Score -4.686888e+07 nChanged 13344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -46872824.000000 Penalty: 6365.932129
	Iteration 5Q: 3 clusters Score -4.687282e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217944 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -46878692.000000 Penalty: 6365.932129
	Iteration 6Q: 3 clusters Score -4.687869e+07 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230878 members 
Mstep: Class 2 contains 144069 members 
Entering Unmasked Estep 
Score: -46887176.000000 Penalty: 6365.932129
	Iteration 7F: 3 clusters Score -4.688718e+07 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246884 members 
Mstep: Class 2 contains 128063 members 
Entering Unmasked Estep 
Score: -46896856.000000 Penalty: 6365.932129
	Iteration 8F: 3 clusters Score -4.689686e+07 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263837 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -46908424.000000 Penalty: 6365.932129
	Iteration 9F: 3 clusters Score -4.690842e+07 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278178 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -46920804.000000 Penalty: 6365.932129
	Iteration 10F: 3 clusters Score -4.69208e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286892 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -46932980.000000 Penalty: 6365.932129
	Iteration 11F: 3 clusters Score -4.693298e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290926 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -46940072.000000 Penalty: 6365.932129
	Iteration 12Q: 3 clusters Score -4.694007e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293033 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -46942496.000000 Penalty: 6365.932129
	Iteration 13Q: 3 clusters Score -4.69425e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294761 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -46943120.000000 Penalty: 6365.932129
	Iteration 14Q: 3 clusters Score -4.694312e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296224 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -46943512.000000 Penalty: 6365.932129
	Iteration 15Q: 3 clusters Score -4.694351e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297456 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -46943480.000000 Penalty: 6365.932129
	Iteration 16Q: 3 clusters Score -4.694348e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298446 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -46943328.000000 Penalty: 6365.932129
	Iteration 17Q: 3 clusters Score -4.694333e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299182 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -46943584.000000 Penalty: 6365.932129
	Iteration 18Q: 3 clusters Score -4.694358e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299667 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -46944104.000000 Penalty: 6365.932129
	Iteration 19Q: 3 clusters Score -4.69441e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300000 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -46944472.000000 Penalty: 6365.932129
	Iteration 20F: 3 clusters Score -4.694447e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300151 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -46944740.000000 Penalty: 6365.932129
	Iteration 21Q: 3 clusters Score -4.694474e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300218 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -46944868.000000 Penalty: 6365.932129
	Iteration 22Q: 3 clusters Score -4.694487e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300157 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -46944832.000000 Penalty: 6365.932129
	Iteration 23Q: 3 clusters Score -4.694483e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300014 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -46945128.000000 Penalty: 6365.932129
	Iteration 24Q: 3 clusters Score -4.694513e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299834 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -46945348.000000 Penalty: 6365.932129
	Iteration 25Q: 3 clusters Score -4.694535e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299544 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -46945676.000000 Penalty: 6365.932129
	Iteration 26Q: 3 clusters Score -4.694568e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299195 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -46945896.000000 Penalty: 6365.932129
	Iteration 27Q: 3 clusters Score -4.69459e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298766 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -46945960.000000 Penalty: 6365.932129
	Iteration 28Q: 3 clusters Score -4.694596e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298262 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -46946148.000000 Penalty: 6365.932129
	Iteration 29Q: 3 clusters Score -4.694615e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297626 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -46946176.000000 Penalty: 6365.932129
	Iteration 30Q: 3 clusters Score -4.694618e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297026 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -46946592.000000 Penalty: 6365.932129
	Iteration 31Q: 3 clusters Score -4.694659e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296380 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4.69468e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295759 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -46947024.000000 Penalty: 6365.932129
	Iteration 33Q: 3 clusters Score -4.694702e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295148 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -46947028.000000 Penalty: 6365.932129
	Iteration 34Q: 3 clusters Score -4.694703e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294544 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -46947196.000000 Penalty: 6365.932129
	Iteration 35Q: 3 clusters Score -4.69472e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293934 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -46947464.000000 Penalty: 6365.932129
	Iteration 36Q: 3 clusters Score -4.694746e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293332 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -46947552.000000 Penalty: 6365.932129
	Iteration 37Q: 3 clusters Score -4.694755e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292778 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -46947600.000000 Penalty: 6365.932129
	Iteration 38Q: 3 clusters Score -4.69476e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292228 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -46947632.000000 Penalty: 6365.932129
	Iteration 39Q: 3 clusters Score -4.694763e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291672 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -46947792.000000 Penalty: 6365.932129
	Iteration 40F: 3 clusters Score -4.694779e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291063 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -46947948.000000 Penalty: 6365.932129
	Iteration 41Q: 3 clusters Score -4.694795e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290481 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4.694805e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289895 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -46948156.000000 Penalty: 6365.932129
	Iteration 43Q: 3 clusters Score -4.694816e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289263 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -46948240.000000 Penalty: 6365.932129
	Iteration 44Q: 3 clusters Score -4.694824e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288716 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
Score: -46948304.000000 Penalty: 6365.932129
	Iteration 45Q: 3 clusters Score -4.69483e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288168 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -46948324.000000 Penalty: 6365.932129
	Iteration 46Q: 3 clusters Score -4.694832e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287602 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -46948376.000000 Penalty: 6365.932129
	Iteration 47Q: 3 clusters Score -4.694838e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287027 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -46948360.000000 Penalty: 6365.932129
	Iteration 48Q: 3 clusters Score -4.694836e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286480 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -46948500.000000 Penalty: 6365.932129
	Iteration 49Q: 3 clusters Score -4.69485e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285965 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -46948480.000000 Penalty: 6365.932129
	Iteration 50Q: 3 clusters Score -4.694848e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285447 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -46948504.000000 Penalty: 6365.932129
	Iteration 51Q: 3 clusters Score -4.69485e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284935 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -46948552.000000 Penalty: 6365.932129
	Iteration 52Q: 3 clusters Score -4.694855e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284455 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -46948616.000000 Penalty: 6365.932129
	Iteration 53Q: 3 clusters Score -4.694862e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283971 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -46948552.000000 Penalty: 6365.932129
	Iteration 54Q: 3 clusters Score -4.694855e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283474 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -46948492.000000 Penalty: 6365.932129
	Iteration 55Q: 3 clusters Score -4.694849e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283017 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -46948420.000000 Penalty: 6365.932129
	Iteration 56Q: 3 clusters Score -4.694842e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282546 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -46948456.000000 Penalty: 6365.932129
	Iteration 57Q: 3 clusters Score -4.694846e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282084 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4.694846e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281579 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -46948528.000000 Penalty: 6365.932129
	Iteration 59Q: 3 clusters Score -4.694853e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281040 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -46948500.000000 Penalty: 6365.932129
	Iteration 60F: 3 clusters Score -4.69485e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280528 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -46948440.000000 Penalty: 6365.932129
	Iteration 61Q: 3 clusters Score -4.694844e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280010 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -46948376.000000 Penalty: 6365.932129
	Iteration 62Q: 3 clusters Score -4.694838e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279470 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -46948428.000000 Penalty: 6365.932129
	Iteration 63Q: 3 clusters Score -4.694843e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278887 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -46948408.000000 Penalty: 6365.932129
	Iteration 64Q: 3 clusters Score -4.694841e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278265 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -46948284.000000 Penalty: 6365.932129
	Iteration 65Q: 3 clusters Score -4.694828e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277632 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -46948412.000000 Penalty: 6365.932129
	Iteration 66Q: 3 clusters Score -4.694841e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276990 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -46948392.000000 Penalty: 6365.932129
	Iteration 67Q: 3 clusters Score -4.694839e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276322 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -46948380.000000 Penalty: 6365.932129
	Iteration 68Q: 3 clusters Score -4.694838e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275628 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -46948312.000000 Penalty: 6365.932129
	Iteration 69Q: 3 clusters Score -4.694831e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274924 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -46948312.000000 Penalty: 6365.932129
	Iteration 70Q: 3 clusters Score -4.694831e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274227 members 
Mstep: Class 2 contains 100720 members 
Entering Unmasked Estep 
Score: -46948396.000000 Penalty: 6365.932129
	Iteration 71Q: 3 clusters Score -4.69484e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273530 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -46948372.000000 Penalty: 6365.932129
	Iteration 72Q: 3 clusters Score -4.694837e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272850 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -46948384.000000 Penalty: 6365.932129
	Iteration 73Q: 3 clusters Score -4.694838e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272098 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4.69485e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271375 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -46948712.000000 Penalty: 6365.932129
	Iteration 75Q: 3 clusters Score -4.694871e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270686 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -46948776.000000 Penalty: 6365.932129
	Iteration 76Q: 3 clusters Score -4.694878e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270022 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -46948860.000000 Penalty: 6365.932129
	Iteration 77Q: 3 clusters Score -4.694886e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269357 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -46949064.000000 Penalty: 6365.932129
	Iteration 78Q: 3 clusters Score -4.694906e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268628 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -46949168.000000 Penalty: 6365.932129
	Iteration 79Q: 3 clusters Score -4.694917e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267876 members 
Mstep: Class 2 contains 107071 members 
Entering Unmasked Estep 
Score: -46949380.000000 Penalty: 6365.932129
	Iteration 80F: 3 clusters Score -4.694938e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267098 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -46949520.000000 Penalty: 6365.932129
	Iteration 81Q: 3 clusters Score -4.694952e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266348 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -46949736.000000 Penalty: 6365.932129
	Iteration 82Q: 3 clusters Score -4.694974e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265585 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -46949796.000000 Penalty: 6365.932129
	Iteration 83Q: 3 clusters Score -4.69498e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264813 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
Score: -46949976.000000 Penalty: 6365.932129
	Iteration 84Q: 3 clusters Score -4.694998e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264071 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -46950052.000000 Penalty: 6365.932129
	Iteration 85Q: 3 clusters Score -4.695005e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263331 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -46950232.000000 Penalty: 6365.932129
	Iteration 86Q: 3 clusters Score -4.695023e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262611 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -46950348.000000 Penalty: 6365.932129
	Iteration 87Q: 3 clusters Score -4.695035e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261908 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -46950344.000000 Penalty: 6365.932129
	Iteration 88Q: 3 clusters Score -4.695034e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261231 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -46950468.000000 Penalty: 6365.932129
	Iteration 89Q: 3 clusters Score -4.695047e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260565 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -46950452.000000 Penalty: 6365.932129
	Iteration 90Q: 3 clusters Score -4.695045e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259925 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -46950460.000000 Penalty: 6365.932129
	Iteration 91Q: 3 clusters Score -4.695046e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259274 members 
Mstep: Class 2 contains 115673 members 
Entering Unmasked Estep 
Score: -46950412.000000 Penalty: 6365.932129
	Iteration 92Q: 3 clusters Score -4.695041e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258612 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -46950416.000000 Penalty: 6365.932129
	Iteration 93Q: 3 clusters Score -4.695042e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258011 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -46950448.000000 Penalty: 6365.932129
	Iteration 94Q: 3 clusters Score -4.695045e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257418 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -46950572.000000 Penalty: 6365.932129
	Iteration 95Q: 3 clusters Score -4.695057e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256851 members 
Mstep: Class 2 contains 118096 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4.695068e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256305 members 
Mstep: Class 2 contains 118642 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4.695072e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255787 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -46950660.000000 Penalty: 6365.932129
	Iteration 98Q: 3 clusters Score -4.695066e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255308 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4.695066e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254860 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4.695077e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254432 members 
Mstep: Class 2 contains 120515 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4.69507e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253998 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4.695069e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253575 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4.695064e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253145 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4.695079e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252688 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4.695075e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252224 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4.695089e+07 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 251745 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4.695098e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251290 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4.695106e+07 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 250845 members 
Mstep: Class 2 contains 124102 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4.695118e+07 nChanged 481
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Mstep: Class 1 contains 250398 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4.695116e+07 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 249949 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4.695116e+07 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 249510 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4.695128e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 249056 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4.695124e+07 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 248610 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4.695137e+07 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 248223 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4.69515e+07 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 247843 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4.695158e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247503 members 
Mstep: Class 2 contains 127444 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4.695166e+07 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 247196 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4.69517e+07 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 246913 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4.695178e+07 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 246635 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4.695189e+07 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 246374 members 
Mstep: Class 2 contains 128573 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4.695199e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 246153 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4.695204e+07 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 2 contains 128995 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4.695202e+07 nChanged 295
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Mstep: Class 1 contains 245749 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4.695199e+07 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 245522 members 
Mstep: Class 2 contains 129425 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4.695203e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 245312 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4.69521e+07 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 245114 members 
Mstep: Class 2 contains 129833 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4.69521e+07 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244940 members 
Mstep: Class 2 contains 130007 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4.695218e+07 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244751 members 
Mstep: Class 2 contains 130196 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4.69522e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244572 members 
Mstep: Class 2 contains 130375 members 
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	Iteration 130Q: 3 clusters Score -4.695218e+07 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244421 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4.69522e+07 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244292 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4.69523e+07 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 244179 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4.69523e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244099 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4.695232e+07 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243985 members 
Mstep: Class 2 contains 130962 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4.695231e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243864 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4.695228e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243759 members 
Mstep: Class 2 contains 131188 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4.695235e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243649 members 
Mstep: Class 2 contains 131298 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4.695237e+07 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243571 members 
Mstep: Class 2 contains 131376 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4.695238e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243486 members 
Mstep: Class 2 contains 131461 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4.69524e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243400 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4.695236e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243326 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4.695243e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243234 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4.695239e+07 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243150 members 
Mstep: Class 2 contains 131797 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4.695238e+07 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 243071 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4.695239e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242991 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4.695244e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242915 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4.69524e+07 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242846 members 
Mstep: Class 2 contains 132101 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4.695251e+07 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242777 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4.695244e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242727 members 
Mstep: Class 2 contains 132220 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4.695246e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242689 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4.695255e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242649 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4.695257e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242619 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4.695257e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242587 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4.695258e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242565 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4.695258e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242535 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4.695258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242514 members 
Mstep: Class 2 contains 132433 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4.695262e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242497 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4.695261e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242482 members 
Mstep: Class 2 contains 132465 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4.695262e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242478 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4.695264e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242476 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4.695261e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242465 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4.695264e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242462 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4.695262e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242466 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4.695264e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4.695262e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242446 members 
Mstep: Class 2 contains 132501 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4.695263e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242438 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4.695263e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242433 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4.695265e+07 nChanged 10
Entering Unmasked Mstep 
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	Iteration 169Q: 3 clusters Score -4.695266e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242423 members 
Mstep: Class 2 contains 132524 members 
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	Iteration 170Q: 3 clusters Score -4.695265e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242418 members 
Mstep: Class 2 contains 132529 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4.695264e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242409 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4.695264e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242402 members 
Mstep: Class 2 contains 132545 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4.695263e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242400 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4.695266e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242393 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4.695264e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242383 members 
Mstep: Class 2 contains 132564 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4.695262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242377 members 
Mstep: Class 2 contains 132570 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4.695263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242363 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4.695264e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242352 members 
Mstep: Class 2 contains 132595 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4.695264e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242343 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4.695264e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242328 members 
Mstep: Class 2 contains 132619 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4.695264e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242305 members 
Mstep: Class 2 contains 132642 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4.695267e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 242298 members 
Mstep: Class 2 contains 132649 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4.695269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242288 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -46952660.000000 Penalty: 6365.932129
	Iteration 184Q: 3 clusters Score -4.695266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242274 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -46952684.000000 Penalty: 6365.932129
	Iteration 185Q: 3 clusters Score -4.695268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242259 members 
Mstep: Class 2 contains 132688 members 
Entering Unmasked Estep 
Score: -46952684.000000 Penalty: 6365.932129
	Iteration 186Q: 3 clusters Score -4.695268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242247 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -46952668.000000 Penalty: 6365.932129
	Iteration 187Q: 3 clusters Score -4.695267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242235 members 
Mstep: Class 2 contains 132712 members 
Entering Unmasked Estep 
Score: -46952640.000000 Penalty: 6365.932129
	Iteration 188Q: 3 clusters Score -4.695264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242230 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -46952656.000000 Penalty: 6365.932129
	Iteration 189Q: 3 clusters Score -4.695266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242224 members 
Mstep: Class 2 contains 132723 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4.695268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242220 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -46952680.000000 Penalty: 6365.932129
	Iteration 191Q: 3 clusters Score -4.695268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242219 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -46952668.000000 Penalty: 6365.932129
	Iteration 192Q: 3 clusters Score -4.695267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242218 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4.695266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242216 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4.695265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242217 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4.695267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242213 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4.695267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242213 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4.695265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242205 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -46952676.000000 Penalty: 6365.932129
	Iteration 198Q: 3 clusters Score -4.695268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242199 members 
Mstep: Class 2 contains 132748 members 
Entering Unmasked Estep 
Score: -46952700.000000 Penalty: 6365.932129
	Iteration 199Q: 3 clusters Score -4.69527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242190 members 
Mstep: Class 2 contains 132757 members 
Entering Unmasked Estep 
Score: -46952672.000000 Penalty: 6365.932129
	Iteration 200F: 3 clusters Score -4.695267e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242183 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -46952672.000000 Penalty: 6365.932129
	Iteration 201Q: 3 clusters Score -4.695267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242172 members 
Mstep: Class 2 contains 132775 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4.695267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242163 members 
Mstep: Class 2 contains 132784 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4.695265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242158 members 
Mstep: Class 2 contains 132789 members 
Entering Unmasked Estep 
Score: -46952632.000000 Penalty: 6365.932129
	Iteration 204Q: 3 clusters Score -4.695263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242156 members 
Mstep: Class 2 contains 132791 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4.695262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242152 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4.695264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242152 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4.695265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242148 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4.695263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242144 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -46952644.000000 Penalty: 6365.932129
	Iteration 209Q: 3 clusters Score -4.695264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242143 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -46952636.000000 Penalty: 6365.932129
	Iteration 210Q: 3 clusters Score -4.695264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242145 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -46952644.000000 Penalty: 6365.932129
	Iteration 211Q: 3 clusters Score -4.695264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242145 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -46952640.000000 Penalty: 6365.932129
	Iteration 212Q: 3 clusters Score -4.695264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242139 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -46952656.000000 Penalty: 6365.932129
	Iteration 213Q: 3 clusters Score -4.695266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242141 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4.695264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242136 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -46952660.000000 Penalty: 6365.932129
	Iteration 215Q: 3 clusters Score -4.695266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242140 members 
Mstep: Class 2 contains 132807 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4.695266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242138 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -46952668.000000 Penalty: 6365.932129
	Iteration 217Q: 3 clusters Score -4.695267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242138 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -46952652.000000 Penalty: 6365.932129
	Iteration 218Q: 3 clusters Score -4.695265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242136 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -46952668.000000 Penalty: 6365.932129
	Iteration 219Q: 3 clusters Score -4.695267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242132 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -46952652.000000 Penalty: 6365.932129
	Iteration 220F: 3 clusters Score -4.695265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242131 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -46952676.000000 Penalty: 6365.932129
	Iteration 221Q: 3 clusters Score -4.695268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242129 members 
Mstep: Class 2 contains 132818 members 
Entering Unmasked Estep 
Score: -46952648.000000 Penalty: 6365.932129
	Iteration 222Q: 3 clusters Score -4.695265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242131 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -46952644.000000 Penalty: 6365.932129
	Iteration 223Q: 3 clusters Score -4.695264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242126 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -46952644.000000 Penalty: 6365.932129
	Iteration 224Q: 3 clusters Score -4.695264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242120 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -46952640.000000 Penalty: 6365.932129
	Iteration 225Q: 3 clusters Score -4.695264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242110 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -46952632.000000 Penalty: 6365.932129
	Iteration 226Q: 3 clusters Score -4.695263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242099 members 
Mstep: Class 2 contains 132848 members 
Entering Unmasked Estep 
Score: -46952636.000000 Penalty: 6365.932129
	Iteration 227Q: 3 clusters Score -4.695264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242095 members 
Mstep: Class 2 contains 132852 members 
Entering Unmasked Estep 
Score: -46952652.000000 Penalty: 6365.932129
	Iteration 228Q: 3 clusters Score -4.695265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242092 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -46952676.000000 Penalty: 6365.932129
	Iteration 229Q: 3 clusters Score -4.695268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242086 members 
Mstep: Class 2 contains 132861 members 
Entering Unmasked Estep 
Score: -46952664.000000 Penalty: 6365.932129
	Iteration 230Q: 3 clusters Score -4.695266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242079 members 
Mstep: Class 2 contains 132868 members 
Entering Unmasked Estep 
Score: -46952696.000000 Penalty: 6365.932129
	Iteration 231Q: 3 clusters Score -4.69527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242066 members 
Mstep: Class 2 contains 132881 members 
Entering Unmasked Estep 
Score: -46952672.000000 Penalty: 6365.932129
	Iteration 232Q: 3 clusters Score -4.695267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242056 members 
Mstep: Class 2 contains 132891 members 
Entering Unmasked Estep 
Score: -46952680.000000 Penalty: 6365.932129
	Iteration 233Q: 3 clusters Score -4.695268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242047 members 
Mstep: Class 2 contains 132900 members 
Entering Unmasked Estep 
Score: -46952716.000000 Penalty: 6365.932129
	Iteration 234Q: 3 clusters Score -4.695272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242036 members 
Mstep: Class 2 contains 132911 members 
Entering Unmasked Estep 
Score: -46952716.000000 Penalty: 6365.932129
	Iteration 235Q: 3 clusters Score -4.695272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242020 members 
Mstep: Class 2 contains 132927 members 
Entering Unmasked Estep 
Score: -46952716.000000 Penalty: 6365.932129
	Iteration 236Q: 3 clusters Score -4.695272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242010 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -46952720.000000 Penalty: 6365.932129
	Iteration 237Q: 3 clusters Score -4.695272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242008 members 
Mstep: Class 2 contains 132939 members 
Entering Unmasked Estep 
Score: -46952776.000000 Penalty: 6365.932129
	Iteration 238Q: 3 clusters Score -4.695278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242003 members 
Mstep: Class 2 contains 132944 members 
Entering Unmasked Estep 
Score: -46952764.000000 Penalty: 6365.932129
	Iteration 239Q: 3 clusters Score -4.695276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241998 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -46952768.000000 Penalty: 6365.932129
	Iteration 240F: 3 clusters Score -4.695277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241992 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -46952804.000000 Penalty: 6365.932129
	Iteration 241Q: 3 clusters Score -4.69528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241993 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -46952804.000000 Penalty: 6365.932129
	Iteration 242Q: 3 clusters Score -4.69528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -46952812.000000 Penalty: 6365.932129
	Iteration 243Q: 3 clusters Score -4.695281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -46952788.000000 Penalty: 6365.932129
	Iteration 244Q: 3 clusters Score -4.695279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4.69528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241990 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -46952816.000000 Penalty: 6365.932129
	Iteration 246Q: 3 clusters Score -4.695282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 132959 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4.695276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 132959 members 
Entering Unmasked Estep 
Score: -46952776.000000 Penalty: 6365.932129
	Iteration 248Q: 3 clusters Score -4.695278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241986 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
Score: -46952760.000000 Penalty: 6365.932129
	Iteration 249Q: 3 clusters Score -4.695276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241985 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -46952772.000000 Penalty: 6365.932129
	Iteration 250Q: 3 clusters Score -4.695277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241987 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -46952740.000000 Penalty: 6365.932129
	Iteration 251Q: 3 clusters Score -4.695274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 132959 members 
Entering Unmasked Estep 
Score: -46952748.000000 Penalty: 6365.932129
	Iteration 252Q: 3 clusters Score -4.695275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241989 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -46952772.000000 Penalty: 6365.932129
	Iteration 253Q: 3 clusters Score -4.695277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 132959 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4.695275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241986 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4.695274e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 241986 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
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	Iteration 256F: 3 clusters Score -4.695274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61434 members 
Entering Unmasked Estep 
Score: -7586935.000000 Penalty: 2734.378174
	Iteration 0F: 2 clusters Score -7586935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7545758 nChanged 28515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7561561 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7562118 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7562712 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7563500.000000 Penalty: 5468.756348
	Iteration 4Q: 3 clusters Score -7563500 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -7564785.500000 Penalty: 5468.756348
	Iteration 5Q: 3 clusters Score -7564786 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -7566509.000000 Penalty: 5468.756348
	Iteration 6F: 3 clusters Score -7566509 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -7569016.500000 Penalty: 5468.756348
	Iteration 7F: 3 clusters Score -7569016 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -7572431.500000 Penalty: 5468.756348
	Iteration 8F: 3 clusters Score -7572432 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -7576306.500000 Penalty: 5468.756348
	Iteration 9F: 3 clusters Score -7576306 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -7579845.000000 Penalty: 5468.756348
	Iteration 10F: 3 clusters Score -7579845 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7582254.500000 Penalty: 5468.756348
	Iteration 11Q: 3 clusters Score -7582254 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7583663.000000 Penalty: 5468.756348
	Iteration 12Q: 3 clusters Score -7583663 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7584182.500000 Penalty: 5468.756348
	Iteration 13Q: 3 clusters Score -7584182 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7584427.500000 Penalty: 5468.756348
	Iteration 14Q: 3 clusters Score -7584428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7584520.500000 Penalty: 5468.756348
	Iteration 15Q: 3 clusters Score -7584520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7584573.000000 Penalty: 5468.756348
	Iteration 16Q: 3 clusters Score -7584573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7584586.500000 Penalty: 5468.756348
	Iteration 17Q: 3 clusters Score -7584586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7584599.500000 Penalty: 5468.756348
	Iteration 18Q: 3 clusters Score -7584600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7584611.500000 Penalty: 5468.756348
	Iteration 19Q: 3 clusters Score -7584612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7584624.500000 Penalty: 5468.756348
	Iteration 20F: 3 clusters Score -7584624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7584645.500000 Penalty: 5468.756348
	Iteration 21Q: 3 clusters Score -7584646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7584652.000000 Penalty: 5468.756348
	Iteration 22Q: 3 clusters Score -7584652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7584664.000000 Penalty: 5468.756348
	Iteration 23Q: 3 clusters Score -7584664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7584689.000000 Penalty: 5468.756348
	Iteration 24Q: 3 clusters Score -7584689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7584693.000000 Penalty: 5468.756348
	Iteration 25Q: 3 clusters Score -7584693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7584699.500000 Penalty: 5468.756348
	Iteration 26Q: 3 clusters Score -7584700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7584706.000000 Penalty: 5468.756348
	Iteration 27Q: 3 clusters Score -7584706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7584693.500000 Penalty: 5468.756348
	Iteration 28Q: 3 clusters Score -7584694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7584700.500000 Penalty: 5468.756348
	Iteration 29Q: 3 clusters Score -7584700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7584713.500000 Penalty: 5468.756348
	Iteration 30Q: 3 clusters Score -7584714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7584714.500000 Penalty: 5468.756348
	Iteration 31Q: 3 clusters Score -7584714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7584714.500000 Penalty: 5468.756348
	Iteration 32F: 3 clusters Score -7584714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Entering Unmasked Estep 
Score: -1540759.125000 Penalty: 2331.520020
	Iteration 0F: 2 clusters Score -1540759 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 6083 members 
Entering Unmasked Estep 
Score: -1531676.875000 Penalty: 4663.040039
	Iteration 0F: 3 clusters Score -1531677 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1534698.500000 Penalty: 4663.040039
	Iteration 1F: 3 clusters Score -1534698 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1535588.375000 Penalty: 4663.040039
	Iteration 2F: 3 clusters Score -1535588 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1536700.125000 Penalty: 4663.040039
	Iteration 3F: 3 clusters Score -1536700 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1537706.750000 Penalty: 4663.040039
	Iteration 4F: 3 clusters Score -1537707 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1538502.625000 Penalty: 4663.040039
	Iteration 5F: 3 clusters Score -1538503 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1539049.500000 Penalty: 4663.040039
	Iteration 6F: 3 clusters Score -1539050 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1539399.625000 Penalty: 4663.040039
	Iteration 7Q: 3 clusters Score -1539400 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1539636.750000 Penalty: 4663.040039
	Iteration 8Q: 3 clusters Score -1539637 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1539798.875000 Penalty: 4663.040039
	Iteration 9Q: 3 clusters Score -1539799 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1539906.250000 Penalty: 4663.040039
	Iteration 10Q: 3 clusters Score -1539906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1539979.125000 Penalty: 4663.040039
	Iteration 11Q: 3 clusters Score -1539979 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1540040.000000 Penalty: 4663.040039
	Iteration 12Q: 3 clusters Score -1540040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1540083.125000 Penalty: 4663.040039
	Iteration 13Q: 3 clusters Score -1540083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1540117.125000 Penalty: 4663.040039
	Iteration 14Q: 3 clusters Score -1540117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1540142.625000 Penalty: 4663.040039
	Iteration 15Q: 3 clusters Score -1540143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1540152.125000 Penalty: 4663.040039
	Iteration 16Q: 3 clusters Score -1540152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1540171.625000 Penalty: 4663.040039
	Iteration 17Q: 3 clusters Score -1540172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1540189.500000 Penalty: 4663.040039
	Iteration 18Q: 3 clusters Score -1540190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1540199.625000 Penalty: 4663.040039
	Iteration 19Q: 3 clusters Score -1540200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1540214.250000 Penalty: 4663.040039
	Iteration 20F: 3 clusters Score -1540214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1540223.625000 Penalty: 4663.040039
	Iteration 21Q: 3 clusters Score -1540224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1540223.625000 Penalty: 4663.040039
	Iteration 22Q: 3 clusters Score -1540224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1540224.875000 Penalty: 4663.040039
	Iteration 23Q: 3 clusters Score -1540225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1540226.250000 Penalty: 4663.040039
	Iteration 24Q: 3 clusters Score -1540226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1540226.125000 Penalty: 4663.040039
	Iteration 25Q: 3 clusters Score -1540226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1540228.750000 Penalty: 4663.040039
	Iteration 26Q: 3 clusters Score -1540229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1540228.625000 Penalty: 4663.040039
	Iteration 27Q: 3 clusters Score -1540229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1540234.500000 Penalty: 4663.040039
	Iteration 28Q: 3 clusters Score -1540234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1540234.375000 Penalty: 4663.040039
	Iteration 29Q: 3 clusters Score -1540234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1540239.625000 Penalty: 4663.040039
	Iteration 30Q: 3 clusters Score -1540240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1540240.625000 Penalty: 4663.040039
	Iteration 31Q: 3 clusters Score -1540241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1540242.125000 Penalty: 4663.040039
	Iteration 32Q: 3 clusters Score -1540242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1540241.125000 Penalty: 4663.040039
	Iteration 33Q: 3 clusters Score -1540241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1540242.625000 Penalty: 4663.040039
	Iteration 34Q: 3 clusters Score -1540243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1540244.000000 Penalty: 4663.040039
	Iteration 35Q: 3 clusters Score -1540244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1540243.500000 Penalty: 4663.040039
	Iteration 36Q: 3 clusters Score -1540244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1540242.375000 Penalty: 4663.040039
	Iteration 37Q: 3 clusters Score -1540242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1540241.500000 Penalty: 4663.040039
	Iteration 38Q: 3 clusters Score -1540242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1540242.500000 Penalty: 4663.040039
	Iteration 39Q: 3 clusters Score -1540242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1540244.625000 Penalty: 4663.040039
	Iteration 40F: 3 clusters Score -1540245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1540243.375000 Penalty: 4663.040039
	Iteration 41Q: 3 clusters Score -1540243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1540244.750000 Penalty: 4663.040039
	Iteration 42Q: 3 clusters Score -1540245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1540246.375000 Penalty: 4663.040039
	Iteration 43Q: 3 clusters Score -1540246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1540245.250000 Penalty: 4663.040039
	Iteration 44Q: 3 clusters Score -1540245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1540245.250000 Penalty: 4663.040039
	Iteration 45F: 3 clusters Score -1540245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29371.105469 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29371.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28091.142578 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -28091.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28240.863281 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28240.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28268.603516 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28269.978516 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28269.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28272.259766 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28272.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28272.259766 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -28272.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Entering Unmasked Estep 
Score: -1952632.125000 Penalty: 2411.893555
	Iteration 0F: 2 clusters Score -1952632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1940681.625000 Penalty: 4823.787109
	Iteration 0F: 3 clusters Score -1940682 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1944568.625000 Penalty: 4823.787109
	Iteration 1F: 3 clusters Score -1944569 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1945136.250000 Penalty: 4823.787109
	Iteration 2F: 3 clusters Score -1945136 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1945771.500000 Penalty: 4823.787109
	Iteration 3F: 3 clusters Score -1945772 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1946479.750000 Penalty: 4823.787109
	Iteration 4F: 3 clusters Score -1946480 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1947173.375000 Penalty: 4823.787109
	Iteration 5F: 3 clusters Score -1947173 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1947774.625000 Penalty: 4823.787109
	Iteration 6F: 3 clusters Score -1947775 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1948241.000000 Penalty: 4823.787109
	Iteration 7Q: 3 clusters Score -1948241 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1948636.625000 Penalty: 4823.787109
	Iteration 8Q: 3 clusters Score -1948637 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1948939.375000 Penalty: 4823.787109
	Iteration 9Q: 3 clusters Score -1948939 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1949157.500000 Penalty: 4823.787109
	Iteration 10Q: 3 clusters Score -1949158 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1949319.500000 Penalty: 4823.787109
	Iteration 11Q: 3 clusters Score -1949320 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1949447.875000 Penalty: 4823.787109
	Iteration 12Q: 3 clusters Score -1949448 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1949552.375000 Penalty: 4823.787109
	Iteration 13Q: 3 clusters Score -1949552 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1949632.625000 Penalty: 4823.787109
	Iteration 14Q: 3 clusters Score -1949633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1949688.750000 Penalty: 4823.787109
	Iteration 15Q: 3 clusters Score -1949689 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1949739.250000 Penalty: 4823.787109
	Iteration 16Q: 3 clusters Score -1949739 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1949789.500000 Penalty: 4823.787109
	Iteration 17Q: 3 clusters Score -1949790 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1949883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1949896.250000 Penalty: 4823.787109
	Iteration 22Q: 3 clusters Score -1949896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1949909.000000 Penalty: 4823.787109
	Iteration 23Q: 3 clusters Score -1949909 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1949949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1949999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1950012.875000 Penalty: 4823.787109
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1950023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1950075 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8687 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1950081 nChanged 65
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Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1950090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1950098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1950114.500000 Penalty: 4823.787109
	Iteration 37Q: 3 clusters Score -1950114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1950120.500000 Penalty: 4823.787109
	Iteration 38Q: 3 clusters Score -1950120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1950124.375000 Penalty: 4823.787109
	Iteration 39Q: 3 clusters Score -1950124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1950132.500000 Penalty: 4823.787109
	Iteration 40F: 3 clusters Score -1950132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1950144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1950153.250000 Penalty: 4823.787109
	Iteration 42Q: 3 clusters Score -1950153 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1950161.500000 Penalty: 4823.787109
	Iteration 43Q: 3 clusters Score -1950162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8290 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1950185 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1950195.250000 Penalty: 4823.787109
	Iteration 47Q: 3 clusters Score -1950195 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1950201.000000 Penalty: 4823.787109
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1950210.000000 Penalty: 4823.787109
	Iteration 49Q: 3 clusters Score -1950210 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1950212.750000 Penalty: 4823.787109
	Iteration 50Q: 3 clusters Score -1950213 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1950216.375000 Penalty: 4823.787109
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Mstep: Class 1 contains 8050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8021 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1950221 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1950220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1950227.375000 Penalty: 4823.787109
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1950233.125000 Penalty: 4823.787109
	Iteration 56Q: 3 clusters Score -1950233 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7913 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1950244.875000 Penalty: 4823.787109
	Iteration 58Q: 3 clusters Score -1950245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1950253.750000 Penalty: 4823.787109
	Iteration 59Q: 3 clusters Score -1950254 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7841 members 
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Entering Unmasked Estep 
Score: -1950258.125000 Penalty: 4823.787109
	Iteration 60F: 3 clusters Score -1950258 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1950260.750000 Penalty: 4823.787109
	Iteration 61Q: 3 clusters Score -1950261 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1950269.125000 Penalty: 4823.787109
	Iteration 62Q: 3 clusters Score -1950269 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1950276.875000 Penalty: 4823.787109
	Iteration 63Q: 3 clusters Score -1950277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1950280.750000 Penalty: 4823.787109
	Iteration 64Q: 3 clusters Score -1950281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1950286.625000 Penalty: 4823.787109
	Iteration 65Q: 3 clusters Score -1950287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1950300.125000 Penalty: 4823.787109
	Iteration 66Q: 3 clusters Score -1950300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1950304.125000 Penalty: 4823.787109
	Iteration 67Q: 3 clusters Score -1950304 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1950311.625000 Penalty: 4823.787109
	Iteration 68Q: 3 clusters Score -1950312 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1950318.375000 Penalty: 4823.787109
	Iteration 69Q: 3 clusters Score -1950318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1950332.875000 Penalty: 4823.787109
	Iteration 70Q: 3 clusters Score -1950333 nChanged 57
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1950341.500000 Penalty: 4823.787109
	Iteration 71Q: 3 clusters Score -1950342 nChanged 44
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1950346.500000 Penalty: 4823.787109
	Iteration 72Q: 3 clusters Score -1950346 nChanged 60
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Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1950358.875000 Penalty: 4823.787109
	Iteration 73Q: 3 clusters Score -1950359 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1950371.875000 Penalty: 4823.787109
	Iteration 74Q: 3 clusters Score -1950372 nChanged 61
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Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1950381.500000 Penalty: 4823.787109
	Iteration 75Q: 3 clusters Score -1950382 nChanged 62
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Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9594 members 
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Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1950391.750000 Penalty: 4823.787109
	Iteration 77Q: 3 clusters Score -1950392 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1950404.750000 Penalty: 4823.787109
	Iteration 78Q: 3 clusters Score -1950405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
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Score: -1950416.625000 Penalty: 4823.787109
	Iteration 79Q: 3 clusters Score -1950417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
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Entering Unmasked Estep 
Score: -1950421.875000 Penalty: 4823.787109
	Iteration 80F: 3 clusters Score -1950422 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6851 members 
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Entering Unmasked Estep 
Score: -1950438.000000 Penalty: 4823.787109
	Iteration 81Q: 3 clusters Score -1950438 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1950446 nChanged 48
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Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1950453.500000 Penalty: 4823.787109
	Iteration 83Q: 3 clusters Score -1950454 nChanged 48
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Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1950458 nChanged 69
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Mstep: Class 1 contains 6623 members 
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Entering Unmasked Estep 
Score: -1950480.250000 Penalty: 4823.787109
	Iteration 85Q: 3 clusters Score -1950480 nChanged 76
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Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10188 members 
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	Iteration 86Q: 3 clusters Score -1950488 nChanged 62
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Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10250 members 
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	Iteration 87Q: 3 clusters Score -1950500 nChanged 56
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Mstep: Class 1 contains 6431 members 
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Score: -1950513.625000 Penalty: 4823.787109
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Mstep: Class 1 contains 6374 members 
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Score: -1950521.500000 Penalty: 4823.787109
	Iteration 89Q: 3 clusters Score -1950522 nChanged 52
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Mstep: Class 1 contains 6324 members 
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Score: -1950527.750000 Penalty: 4823.787109
	Iteration 90Q: 3 clusters Score -1950528 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1950534.375000 Penalty: 4823.787109
	Iteration 91Q: 3 clusters Score -1950534 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1950539.500000 Penalty: 4823.787109
	Iteration 92Q: 3 clusters Score -1950540 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1950548.375000 Penalty: 4823.787109
	Iteration 93Q: 3 clusters Score -1950548 nChanged 64
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Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1950562.625000 Penalty: 4823.787109
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Mstep: Class 1 contains 6056 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1950604.250000 Penalty: 4823.787109
	Iteration 97Q: 3 clusters Score -1950604 nChanged 68
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Mstep: Class 1 contains 5839 members 
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Entering Unmasked Estep 
Score: -1950618.875000 Penalty: 4823.787109
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Mstep: Class 1 contains 5782 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1950628 nChanged 56
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Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1950638.375000 Penalty: 4823.787109
	Iteration 100F: 3 clusters Score -1950638 nChanged 61
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1950652.375000 Penalty: 4823.787109
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Mstep: Class 1 contains 5619 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5567 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5521 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1950682.500000 Penalty: 4823.787109
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1950692.500000 Penalty: 4823.787109
	Iteration 106Q: 3 clusters Score -1950692 nChanged 55
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Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1950723.750000 Penalty: 4823.787109
	Iteration 108Q: 3 clusters Score -1950724 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1950731.125000 Penalty: 4823.787109
	Iteration 109Q: 3 clusters Score -1950731 nChanged 54
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1950740.625000 Penalty: 4823.787109
	Iteration 110Q: 3 clusters Score -1950741 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1950754.625000 Penalty: 4823.787109
	Iteration 111Q: 3 clusters Score -1950755 nChanged 66
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1950769.250000 Penalty: 4823.787109
	Iteration 112Q: 3 clusters Score -1950769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1950785.125000 Penalty: 4823.787109
	Iteration 113Q: 3 clusters Score -1950785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1950802.000000 Penalty: 4823.787109
	Iteration 114Q: 3 clusters Score -1950802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1950824.250000 Penalty: 4823.787109
	Iteration 115Q: 3 clusters Score -1950824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1950836.500000 Penalty: 4823.787109
	Iteration 116Q: 3 clusters Score -1950836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1950857.875000 Penalty: 4823.787109
	Iteration 117Q: 3 clusters Score -1950858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1950872.125000 Penalty: 4823.787109
	Iteration 118Q: 3 clusters Score -1950872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1950884.500000 Penalty: 4823.787109
	Iteration 119Q: 3 clusters Score -1950884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1950896.500000 Penalty: 4823.787109
	Iteration 120F: 3 clusters Score -1950896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1950910.000000 Penalty: 4823.787109
	Iteration 121Q: 3 clusters Score -1950910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1950914.750000 Penalty: 4823.787109
	Iteration 122Q: 3 clusters Score -1950915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1950923.375000 Penalty: 4823.787109
	Iteration 123Q: 3 clusters Score -1950923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1950929.375000 Penalty: 4823.787109
	Iteration 124Q: 3 clusters Score -1950929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1950946.750000 Penalty: 4823.787109
	Iteration 125Q: 3 clusters Score -1950947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1950948.875000 Penalty: 4823.787109
	Iteration 126Q: 3 clusters Score -1950949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1950947.250000 Penalty: 4823.787109
	Iteration 127Q: 3 clusters Score -1950947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1950956.000000 Penalty: 4823.787109
	Iteration 128Q: 3 clusters Score -1950956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1950963.500000 Penalty: 4823.787109
	Iteration 129Q: 3 clusters Score -1950964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1950963.125000 Penalty: 4823.787109
	Iteration 130Q: 3 clusters Score -1950963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1950966.125000 Penalty: 4823.787109
	Iteration 131Q: 3 clusters Score -1950966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1950970.125000 Penalty: 4823.787109
	Iteration 132Q: 3 clusters Score -1950970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1950973.875000 Penalty: 4823.787109
	Iteration 133Q: 3 clusters Score -1950974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1950974.500000 Penalty: 4823.787109
	Iteration 134Q: 3 clusters Score -1950974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1950981.625000 Penalty: 4823.787109
	Iteration 135Q: 3 clusters Score -1950982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1950978.125000 Penalty: 4823.787109
	Iteration 136Q: 3 clusters Score -1950978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1950984.375000 Penalty: 4823.787109
	Iteration 137Q: 3 clusters Score -1950984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1950986.625000 Penalty: 4823.787109
	Iteration 138Q: 3 clusters Score -1950987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1950988.625000 Penalty: 4823.787109
	Iteration 139Q: 3 clusters Score -1950989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1950993.375000 Penalty: 4823.787109
	Iteration 140F: 3 clusters Score -1950993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1950996.750000 Penalty: 4823.787109
	Iteration 141Q: 3 clusters Score -1950997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1950998.250000 Penalty: 4823.787109
	Iteration 142Q: 3 clusters Score -1950998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1951000.250000 Penalty: 4823.787109
	Iteration 143Q: 3 clusters Score -1951000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1951006.750000 Penalty: 4823.787109
	Iteration 144Q: 3 clusters Score -1951007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1951011.000000 Penalty: 4823.787109
	Iteration 145Q: 3 clusters Score -1951011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1951024.125000 Penalty: 4823.787109
	Iteration 146Q: 3 clusters Score -1951024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1951026.500000 Penalty: 4823.787109
	Iteration 147Q: 3 clusters Score -1951026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1951032.250000 Penalty: 4823.787109
	Iteration 148Q: 3 clusters Score -1951032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1951032.750000 Penalty: 4823.787109
	Iteration 149Q: 3 clusters Score -1951033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1951034.125000 Penalty: 4823.787109
	Iteration 150Q: 3 clusters Score -1951034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1951041.750000 Penalty: 4823.787109
	Iteration 151Q: 3 clusters Score -1951042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1951043.250000 Penalty: 4823.787109
	Iteration 152Q: 3 clusters Score -1951043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1951042.750000 Penalty: 4823.787109
	Iteration 153Q: 3 clusters Score -1951043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1951043.500000 Penalty: 4823.787109
	Iteration 154Q: 3 clusters Score -1951044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1951051.250000 Penalty: 4823.787109
	Iteration 155Q: 3 clusters Score -1951051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1951052.875000 Penalty: 4823.787109
	Iteration 156Q: 3 clusters Score -1951053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1951050.375000 Penalty: 4823.787109
	Iteration 157Q: 3 clusters Score -1951050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1951048.875000 Penalty: 4823.787109
	Iteration 158Q: 3 clusters Score -1951049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1951055.375000 Penalty: 4823.787109
	Iteration 159Q: 3 clusters Score -1951055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1951053.250000 Penalty: 4823.787109
	Iteration 160F: 3 clusters Score -1951053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1951056.125000 Penalty: 4823.787109
	Iteration 161Q: 3 clusters Score -1951056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1951055.625000 Penalty: 4823.787109
	Iteration 162Q: 3 clusters Score -1951056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1951053.625000 Penalty: 4823.787109
	Iteration 163Q: 3 clusters Score -1951054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1951058.000000 Penalty: 4823.787109
	Iteration 164Q: 3 clusters Score -1951058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1951062.750000 Penalty: 4823.787109
	Iteration 165Q: 3 clusters Score -1951063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1951063.750000 Penalty: 4823.787109
	Iteration 166Q: 3 clusters Score -1951064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1951064.000000 Penalty: 4823.787109
	Iteration 167Q: 3 clusters Score -1951064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1951064.250000 Penalty: 4823.787109
	Iteration 168Q: 3 clusters Score -1951064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1951064.625000 Penalty: 4823.787109
	Iteration 169Q: 3 clusters Score -1951065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1951064.625000 Penalty: 4823.787109
	Iteration 170F: 3 clusters Score -1951065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Entering Unmasked Estep 
Score: -1488383.250000 Penalty: 2334.534180
	Iteration 0F: 2 clusters Score -1488383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1479235.125000 Penalty: 4669.068359
	Iteration 0F: 3 clusters Score -1479235 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1482304.625000 Penalty: 4669.068359
	Iteration 1F: 3 clusters Score -1482305 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1482999.375000 Penalty: 4669.068359
	Iteration 2F: 3 clusters Score -1482999 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1483961.250000 Penalty: 4669.068359
	Iteration 3F: 3 clusters Score -1483961 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1485081.500000 Penalty: 4669.068359
	Iteration 4F: 3 clusters Score -1485082 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1486052.125000 Penalty: 4669.068359
	Iteration 5F: 3 clusters Score -1486052 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1486757.750000 Penalty: 4669.068359
	Iteration 6F: 3 clusters Score -1486758 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1487211.125000 Penalty: 4669.068359
	Iteration 7F: 3 clusters Score -1487211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1487514.125000 Penalty: 4669.068359
	Iteration 8Q: 3 clusters Score -1487514 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1487692.750000 Penalty: 4669.068359
	Iteration 9Q: 3 clusters Score -1487693 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1487807.000000 Penalty: 4669.068359
	Iteration 10Q: 3 clusters Score -1487807 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1487887.375000 Penalty: 4669.068359
	Iteration 11Q: 3 clusters Score -1487887 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1487956.750000 Penalty: 4669.068359
	Iteration 12Q: 3 clusters Score -1487957 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1488005.500000 Penalty: 4669.068359
	Iteration 13Q: 3 clusters Score -1488006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1488053.500000 Penalty: 4669.068359
	Iteration 14Q: 3 clusters Score -1488054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1488113.250000 Penalty: 4669.068359
	Iteration 15Q: 3 clusters Score -1488113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1488178.250000 Penalty: 4669.068359
	Iteration 16Q: 3 clusters Score -1488178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1488227.250000 Penalty: 4669.068359
	Iteration 17Q: 3 clusters Score -1488227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1488273.500000 Penalty: 4669.068359
	Iteration 18Q: 3 clusters Score -1488274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1488300.000000 Penalty: 4669.068359
	Iteration 19Q: 3 clusters Score -1488300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1488318.250000 Penalty: 4669.068359
	Iteration 20F: 3 clusters Score -1488318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1488344.125000 Penalty: 4669.068359
	Iteration 21Q: 3 clusters Score -1488344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1488359.375000 Penalty: 4669.068359
	Iteration 22Q: 3 clusters Score -1488359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1488369.125000 Penalty: 4669.068359
	Iteration 23Q: 3 clusters Score -1488369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1488379.125000 Penalty: 4669.068359
	Iteration 24Q: 3 clusters Score -1488379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1488381.500000 Penalty: 4669.068359
	Iteration 25Q: 3 clusters Score -1488382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1488385.625000 Penalty: 4669.068359
	Iteration 26Q: 3 clusters Score -1488386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1488390.125000 Penalty: 4669.068359
	Iteration 27Q: 3 clusters Score -1488390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1488390.250000 Penalty: 4669.068359
	Iteration 28Q: 3 clusters Score -1488390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1488393.000000 Penalty: 4669.068359
	Iteration 29Q: 3 clusters Score -1488393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1488395.750000 Penalty: 4669.068359
	Iteration 30Q: 3 clusters Score -1488396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1488397.750000 Penalty: 4669.068359
	Iteration 31Q: 3 clusters Score -1488398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1488399.625000 Penalty: 4669.068359
	Iteration 32Q: 3 clusters Score -1488400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1488401.625000 Penalty: 4669.068359
	Iteration 33Q: 3 clusters Score -1488402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1488402.375000 Penalty: 4669.068359
	Iteration 34Q: 3 clusters Score -1488402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1488402.625000 Penalty: 4669.068359
	Iteration 35Q: 3 clusters Score -1488403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1488407.000000 Penalty: 4669.068359
	Iteration 36Q: 3 clusters Score -1488407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1488406.750000 Penalty: 4669.068359
	Iteration 37Q: 3 clusters Score -1488407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1488410.375000 Penalty: 4669.068359
	Iteration 38Q: 3 clusters Score -1488410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1488411.250000 Penalty: 4669.068359
	Iteration 39Q: 3 clusters Score -1488411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1488410.250000 Penalty: 4669.068359
	Iteration 40F: 3 clusters Score -1488410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1488409.625000 Penalty: 4669.068359
	Iteration 41Q: 3 clusters Score -1488410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1488408.875000 Penalty: 4669.068359
	Iteration 42Q: 3 clusters Score -1488409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1488406.375000 Penalty: 4669.068359
	Iteration 43Q: 3 clusters Score -1488406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1488408.125000 Penalty: 4669.068359
	Iteration 44Q: 3 clusters Score -1488408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1488408.750000 Penalty: 4669.068359
	Iteration 45Q: 3 clusters Score -1488409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1488410.125000 Penalty: 4669.068359
	Iteration 46Q: 3 clusters Score -1488410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1488412.750000 Penalty: 4669.068359
	Iteration 47Q: 3 clusters Score -1488413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1488414.000000 Penalty: 4669.068359
	Iteration 48Q: 3 clusters Score -1488414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1488417.125000 Penalty: 4669.068359
	Iteration 49Q: 3 clusters Score -1488417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1488418.250000 Penalty: 4669.068359
	Iteration 50Q: 3 clusters Score -1488418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1488419.750000 Penalty: 4669.068359
	Iteration 51Q: 3 clusters Score -1488420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1488420.500000 Penalty: 4669.068359
	Iteration 52Q: 3 clusters Score -1488420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1488417.500000 Penalty: 4669.068359
	Iteration 53Q: 3 clusters Score -1488418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1488422.625000 Penalty: 4669.068359
	Iteration 54Q: 3 clusters Score -1488423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1488425.000000 Penalty: 4669.068359
	Iteration 55Q: 3 clusters Score -1488425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1488428.250000 Penalty: 4669.068359
	Iteration 56Q: 3 clusters Score -1488428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1488435.750000 Penalty: 4669.068359
	Iteration 57Q: 3 clusters Score -1488436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1488438.125000 Penalty: 4669.068359
	Iteration 58Q: 3 clusters Score -1488438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1488441.500000 Penalty: 4669.068359
	Iteration 59Q: 3 clusters Score -1488442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1488439.625000 Penalty: 4669.068359
	Iteration 60F: 3 clusters Score -1488440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1488443.250000 Penalty: 4669.068359
	Iteration 61Q: 3 clusters Score -1488443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1488450.250000 Penalty: 4669.068359
	Iteration 62Q: 3 clusters Score -1488450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1488445.500000 Penalty: 4669.068359
	Iteration 63Q: 3 clusters Score -1488446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1488446.625000 Penalty: 4669.068359
	Iteration 64Q: 3 clusters Score -1488447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1488447.500000 Penalty: 4669.068359
	Iteration 65Q: 3 clusters Score -1488448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1488451.375000 Penalty: 4669.068359
	Iteration 66Q: 3 clusters Score -1488451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1488453.125000 Penalty: 4669.068359
	Iteration 67Q: 3 clusters Score -1488453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1488456.500000 Penalty: 4669.068359
	Iteration 68Q: 3 clusters Score -1488456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1488455.500000 Penalty: 4669.068359
	Iteration 69Q: 3 clusters Score -1488456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1488456.125000 Penalty: 4669.068359
	Iteration 70Q: 3 clusters Score -1488456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1488454.125000 Penalty: 4669.068359
	Iteration 71Q: 3 clusters Score -1488454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1488454.250000 Penalty: 4669.068359
	Iteration 72Q: 3 clusters Score -1488454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1488456.125000 Penalty: 4669.068359
	Iteration 73Q: 3 clusters Score -1488456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1488454.625000 Penalty: 4669.068359
	Iteration 74Q: 3 clusters Score -1488455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1488456.375000 Penalty: 4669.068359
	Iteration 75Q: 3 clusters Score -1488456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1488456.375000 Penalty: 4669.068359
	Iteration 76F: 3 clusters Score -1488456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28287 members 
Mstep: Class 13 contains 39113 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61585 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 374947 members 
Mstep: Class 22 contains 61434 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16737 members 
Mstep: Class 26 contains 9283 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29478 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17934 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23569 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 2969 members 
Entering Unmasked Estep 
Score: -142006880.000000 Penalty: 173266.296875
Splitting cluster 26 changes total score from -142007744.000000 to -142006880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -299512.093750 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -299512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -296561.187500 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -296561.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -297199.031250 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -297199 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -297356.968750 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -297357 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -297447.468750 Penalty: 3877.542236
	Iteration 3Q: 3 clusters Score -297447.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297504.437500 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -297504.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297530.937500 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -297530.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -297551.125000 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -297551.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -297566.562500 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -297566.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -297580.625000 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -297580.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -297592.750000 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -297592.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -297603.656250 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -297603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -297611.093750 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -297611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -297616.781250 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -297616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -297623.562500 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -297623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -297629.843750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -297629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -297633.218750 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -297633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -297635.250000 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -297635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -297636.093750 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -297636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -297639.875000 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -297639.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -297646.250000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -297646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297657.812500 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -297657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -297671.031250 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -297671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -297680.531250 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -297680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297687.843750 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -297687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -297689.875000 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -297689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -297691.968750 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -297692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297693.562500 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -297693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -297697.187500 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -297697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297696.968750 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -297697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -297698.718750 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -297698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -297699.656250 Penalty: 3877.542236
	Iteration 30Q: 3 clusters Score -297699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297700.500000 Penalty: 3877.542236
	Iteration 31Q: 3 clusters Score -297700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -297702.781250 Penalty: 3877.542236
	Iteration 32Q: 3 clusters Score -297702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297705.312500 Penalty: 3877.542236
	Iteration 33Q: 3 clusters Score -297705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -297708.156250 Penalty: 3877.542236
	Iteration 34Q: 3 clusters Score -297708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -297709.812500 Penalty: 3877.542236
	Iteration 35Q: 3 clusters Score -297709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -297712.250000 Penalty: 3877.542236
	Iteration 36Q: 3 clusters Score -297712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -297714.281250 Penalty: 3877.542236
	Iteration 37Q: 3 clusters Score -297714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -297715.437500 Penalty: 3877.542236
	Iteration 38Q: 3 clusters Score -297715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -297716.437500 Penalty: 3877.542236
	Iteration 39Q: 3 clusters Score -297716.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -297716.437500 Penalty: 3877.542236
	Iteration 40F: 3 clusters Score -297716.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -761691.250000 Penalty: 2165.171143
	Iteration 0F: 2 clusters Score -761691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -756407.687500 Penalty: 4330.342285
	Iteration 0F: 3 clusters Score -756407.7 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -757802.250000 Penalty: 4330.342285
	Iteration 1F: 3 clusters Score -757802.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -758056.437500 Penalty: 4330.342285
	Iteration 2F: 3 clusters Score -758056.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -758224.187500 Penalty: 4330.342285
	Iteration 3F: 3 clusters Score -758224.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -758334.937500 Penalty: 4330.342285
	Iteration 4Q: 3 clusters Score -758334.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -758410.250000 Penalty: 4330.342285
	Iteration 5Q: 3 clusters Score -758410.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -758456.812500 Penalty: 4330.342285
	Iteration 6Q: 3 clusters Score -758456.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -758494.062500 Penalty: 4330.342285
	Iteration 7Q: 3 clusters Score -758494.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -758521.625000 Penalty: 4330.342285
	Iteration 8Q: 3 clusters Score -758521.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -758548.750000 Penalty: 4330.342285
	Iteration 9Q: 3 clusters Score -758548.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -758577.625000 Penalty: 4330.342285
	Iteration 10Q: 3 clusters Score -758577.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -758613.437500 Penalty: 4330.342285
	Iteration 11Q: 3 clusters Score -758613.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -758645.000000 Penalty: 4330.342285
	Iteration 12Q: 3 clusters Score -758645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -758677.062500 Penalty: 4330.342285
	Iteration 13Q: 3 clusters Score -758677.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -758715.000000 Penalty: 4330.342285
	Iteration 14Q: 3 clusters Score -758715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -758751.437500 Penalty: 4330.342285
	Iteration 15Q: 3 clusters Score -758751.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -758786.437500 Penalty: 4330.342285
	Iteration 16Q: 3 clusters Score -758786.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -758823.562500 Penalty: 4330.342285
	Iteration 17Q: 3 clusters Score -758823.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -758871.437500 Penalty: 4330.342285
	Iteration 18Q: 3 clusters Score -758871.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -758922.187500 Penalty: 4330.342285
	Iteration 19Q: 3 clusters Score -758922.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -758967.625000 Penalty: 4330.342285
	Iteration 20F: 3 clusters Score -758967.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -759016.312500 Penalty: 4330.342285
	Iteration 21Q: 3 clusters Score -759016.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -759062.562500 Penalty: 4330.342285
	Iteration 22Q: 3 clusters Score -759062.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -759103.125000 Penalty: 4330.342285
	Iteration 23Q: 3 clusters Score -759103.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -759140.000000 Penalty: 4330.342285
	Iteration 24Q: 3 clusters Score -759140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -759172.000000 Penalty: 4330.342285
	Iteration 25Q: 3 clusters Score -759172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -759209.437500 Penalty: 4330.342285
	Iteration 26Q: 3 clusters Score -759209.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -759249.875000 Penalty: 4330.342285
	Iteration 27Q: 3 clusters Score -759249.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -759279.500000 Penalty: 4330.342285
	Iteration 28Q: 3 clusters Score -759279.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -759310.625000 Penalty: 4330.342285
	Iteration 29Q: 3 clusters Score -759310.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -759343.250000 Penalty: 4330.342285
	Iteration 30Q: 3 clusters Score -759343.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -759375.750000 Penalty: 4330.342285
	Iteration 31Q: 3 clusters Score -759375.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -759398.625000 Penalty: 4330.342285
	Iteration 32Q: 3 clusters Score -759398.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -759414.437500 Penalty: 4330.342285
	Iteration 33Q: 3 clusters Score -759414.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -759425.750000 Penalty: 4330.342285
	Iteration 34Q: 3 clusters Score -759425.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -759433.312500 Penalty: 4330.342285
	Iteration 35Q: 3 clusters Score -759433.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -759444.687500 Penalty: 4330.342285
	Iteration 36Q: 3 clusters Score -759444.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -759455.000000 Penalty: 4330.342285
	Iteration 37Q: 3 clusters Score -759455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -759461.562500 Penalty: 4330.342285
	Iteration 38Q: 3 clusters Score -759461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -759470.187500 Penalty: 4330.342285
	Iteration 39Q: 3 clusters Score -759470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -759475.062500 Penalty: 4330.342285
	Iteration 40F: 3 clusters Score -759475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -759480.562500 Penalty: 4330.342285
	Iteration 41Q: 3 clusters Score -759480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -759485.750000 Penalty: 4330.342285
	Iteration 42Q: 3 clusters Score -759485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -759487.812500 Penalty: 4330.342285
	Iteration 43Q: 3 clusters Score -759487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -759490.562500 Penalty: 4330.342285
	Iteration 44Q: 3 clusters Score -759490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -759493.687500 Penalty: 4330.342285
	Iteration 45Q: 3 clusters Score -759493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -759494.000000 Penalty: 4330.342285
	Iteration 46Q: 3 clusters Score -759494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -759494.812500 Penalty: 4330.342285
	Iteration 47Q: 3 clusters Score -759494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -759495.875000 Penalty: 4330.342285
	Iteration 48Q: 3 clusters Score -759495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -759497.250000 Penalty: 4330.342285
	Iteration 49Q: 3 clusters Score -759497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -759496.937500 Penalty: 4330.342285
	Iteration 50Q: 3 clusters Score -759496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -759497.250000 Penalty: 4330.342285
	Iteration 51Q: 3 clusters Score -759497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -759497.750000 Penalty: 4330.342285
	Iteration 52Q: 3 clusters Score -759497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -759500.625000 Penalty: 4330.342285
	Iteration 53Q: 3 clusters Score -759500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -759503.375000 Penalty: 4330.342285
	Iteration 54Q: 3 clusters Score -759503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -759504.625000 Penalty: 4330.342285
	Iteration 55Q: 3 clusters Score -759504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -759510.812500 Penalty: 4330.342285
	Iteration 56Q: 3 clusters Score -759510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -759516.812500 Penalty: 4330.342285
	Iteration 57Q: 3 clusters Score -759516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -759519.687500 Penalty: 4330.342285
	Iteration 58Q: 3 clusters Score -759519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -759522.875000 Penalty: 4330.342285
	Iteration 59Q: 3 clusters Score -759522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -759524.062500 Penalty: 4330.342285
	Iteration 60F: 3 clusters Score -759524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -759527.625000 Penalty: 4330.342285
	Iteration 61Q: 3 clusters Score -759527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -759528.875000 Penalty: 4330.342285
	Iteration 62Q: 3 clusters Score -759528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -759530.750000 Penalty: 4330.342285
	Iteration 63Q: 3 clusters Score -759530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -759531.687500 Penalty: 4330.342285
	Iteration 64Q: 3 clusters Score -759531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -759532.500000 Penalty: 4330.342285
	Iteration 65Q: 3 clusters Score -759532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -759532.500000 Penalty: 4330.342285
	Iteration 66F: 3 clusters Score -759532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Entering Unmasked Estep 
Score: -3740166.500000 Penalty: 2552.267090
	Iteration 0F: 2 clusters Score -3740166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3719887.500000 Penalty: 5104.534180
	Iteration 0F: 3 clusters Score -3719888 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3726990.250000 Penalty: 5104.534180
	Iteration 1F: 3 clusters Score -3726990 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3727384.000000 Penalty: 5104.534180
	Iteration 2Q: 3 clusters Score -3727384 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3727724.000000 Penalty: 5104.534180
	Iteration 3Q: 3 clusters Score -3727724 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3728059.000000 Penalty: 5104.534180
	Iteration 4Q: 3 clusters Score -3728059 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3728421.000000 Penalty: 5104.534180
	Iteration 5Q: 3 clusters Score -3728421 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3728833.750000 Penalty: 5104.534180
	Iteration 6Q: 3 clusters Score -3728834 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3729360.250000 Penalty: 5104.534180
	Iteration 7Q: 3 clusters Score -3729360 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3730092.000000 Penalty: 5104.534180
	Iteration 8Q: 3 clusters Score -3730092 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3731069.500000 Penalty: 5104.534180
	Iteration 9F: 3 clusters Score -3731070 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3732275.750000 Penalty: 5104.534180
	Iteration 10F: 3 clusters Score -3732276 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3733697.000000 Penalty: 5104.534180
	Iteration 11F: 3 clusters Score -3733697 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3734960.250000 Penalty: 5104.534180
	Iteration 12F: 3 clusters Score -3734960 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3735688.500000 Penalty: 5104.534180
	Iteration 13Q: 3 clusters Score -3735688 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3736101.250000 Penalty: 5104.534180
	Iteration 14Q: 3 clusters Score -3736101 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3736294.250000 Penalty: 5104.534180
	Iteration 15Q: 3 clusters Score -3736294 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3736445.000000 Penalty: 5104.534180
	Iteration 16Q: 3 clusters Score -3736445 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3736584.000000 Penalty: 5104.534180
	Iteration 17Q: 3 clusters Score -3736584 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3736678.250000 Penalty: 5104.534180
	Iteration 18Q: 3 clusters Score -3736678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3736759.000000 Penalty: 5104.534180
	Iteration 19Q: 3 clusters Score -3736759 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3736834.000000 Penalty: 5104.534180
	Iteration 20F: 3 clusters Score -3736834 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3736895.750000 Penalty: 5104.534180
	Iteration 21Q: 3 clusters Score -3736896 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3736941.250000 Penalty: 5104.534180
	Iteration 22Q: 3 clusters Score -3736941 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3736987.750000 Penalty: 5104.534180
	Iteration 23Q: 3 clusters Score -3736988 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3737036.500000 Penalty: 5104.534180
	Iteration 24Q: 3 clusters Score -3737036 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3737092.250000 Penalty: 5104.534180
	Iteration 25Q: 3 clusters Score -3737092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3737131.000000 Penalty: 5104.534180
	Iteration 26Q: 3 clusters Score -3737131 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3737173.750000 Penalty: 5104.534180
	Iteration 27Q: 3 clusters Score -3737174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3737198.000000 Penalty: 5104.534180
	Iteration 28Q: 3 clusters Score -3737198 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3737241.000000 Penalty: 5104.534180
	Iteration 29Q: 3 clusters Score -3737241 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3737274.000000 Penalty: 5104.534180
	Iteration 30Q: 3 clusters Score -3737274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3737311.000000 Penalty: 5104.534180
	Iteration 31Q: 3 clusters Score -3737311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3737344.250000 Penalty: 5104.534180
	Iteration 32Q: 3 clusters Score -3737344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3737372.250000 Penalty: 5104.534180
	Iteration 33Q: 3 clusters Score -3737372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3737406.000000 Penalty: 5104.534180
	Iteration 34Q: 3 clusters Score -3737406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3737436.000000 Penalty: 5104.534180
	Iteration 35Q: 3 clusters Score -3737436 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3737469.750000 Penalty: 5104.534180
	Iteration 36Q: 3 clusters Score -3737470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3737500.500000 Penalty: 5104.534180
	Iteration 37Q: 3 clusters Score -3737500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3737526.500000 Penalty: 5104.534180
	Iteration 38Q: 3 clusters Score -3737526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3737544.000000 Penalty: 5104.534180
	Iteration 39Q: 3 clusters Score -3737544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3737556.000000 Penalty: 5104.534180
	Iteration 40F: 3 clusters Score -3737556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3737576.250000 Penalty: 5104.534180
	Iteration 41Q: 3 clusters Score -3737576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3737587.750000 Penalty: 5104.534180
	Iteration 42Q: 3 clusters Score -3737588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3737589.750000 Penalty: 5104.534180
	Iteration 43Q: 3 clusters Score -3737590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3737600.250000 Penalty: 5104.534180
	Iteration 44Q: 3 clusters Score -3737600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3737608.750000 Penalty: 5104.534180
	Iteration 45Q: 3 clusters Score -3737609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3737617.500000 Penalty: 5104.534180
	Iteration 46Q: 3 clusters Score -3737618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3737635.000000 Penalty: 5104.534180
	Iteration 47Q: 3 clusters Score -3737635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3737641.750000 Penalty: 5104.534180
	Iteration 48Q: 3 clusters Score -3737642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3737655.500000 Penalty: 5104.534180
	Iteration 49Q: 3 clusters Score -3737656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3737671.250000 Penalty: 5104.534180
	Iteration 50Q: 3 clusters Score -3737671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3737678.250000 Penalty: 5104.534180
	Iteration 51Q: 3 clusters Score -3737678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3737686.750000 Penalty: 5104.534180
	Iteration 52Q: 3 clusters Score -3737687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3737718.250000 Penalty: 5104.534180
	Iteration 53Q: 3 clusters Score -3737718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3737721.000000 Penalty: 5104.534180
	Iteration 54Q: 3 clusters Score -3737721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3737729.750000 Penalty: 5104.534180
	Iteration 55Q: 3 clusters Score -3737730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3737729.250000 Penalty: 5104.534180
	Iteration 56Q: 3 clusters Score -3737729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3737735.250000 Penalty: 5104.534180
	Iteration 57Q: 3 clusters Score -3737735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3737741.750000 Penalty: 5104.534180
	Iteration 58Q: 3 clusters Score -3737742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3737757.000000 Penalty: 5104.534180
	Iteration 59Q: 3 clusters Score -3737757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3737757.250000 Penalty: 5104.534180
	Iteration 60F: 3 clusters Score -3737757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3737753.500000 Penalty: 5104.534180
	Iteration 61Q: 3 clusters Score -3737754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3737770.250000 Penalty: 5104.534180
	Iteration 62Q: 3 clusters Score -3737770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3737775.250000 Penalty: 5104.534180
	Iteration 63Q: 3 clusters Score -3737775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3737786.500000 Penalty: 5104.534180
	Iteration 64Q: 3 clusters Score -3737786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3737783.000000 Penalty: 5104.534180
	Iteration 65Q: 3 clusters Score -3737783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3737790.250000 Penalty: 5104.534180
	Iteration 66Q: 3 clusters Score -3737790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3737794.750000 Penalty: 5104.534180
	Iteration 67Q: 3 clusters Score -3737795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3737805.250000 Penalty: 5104.534180
	Iteration 68Q: 3 clusters Score -3737805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3737807.750000 Penalty: 5104.534180
	Iteration 69Q: 3 clusters Score -3737808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3737810.250000 Penalty: 5104.534180
	Iteration 70Q: 3 clusters Score -3737810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3737811.500000 Penalty: 5104.534180
	Iteration 71Q: 3 clusters Score -3737812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3737826.250000 Penalty: 5104.534180
	Iteration 72Q: 3 clusters Score -3737826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3737828.000000 Penalty: 5104.534180
	Iteration 73Q: 3 clusters Score -3737828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3737828.750000 Penalty: 5104.534180
	Iteration 74Q: 3 clusters Score -3737829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3737824.750000 Penalty: 5104.534180
	Iteration 75Q: 3 clusters Score -3737825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3737826.750000 Penalty: 5104.534180
	Iteration 76Q: 3 clusters Score -3737827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3737831.500000 Penalty: 5104.534180
	Iteration 77Q: 3 clusters Score -3737832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3737827.500000 Penalty: 5104.534180
	Iteration 78Q: 3 clusters Score -3737828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3737833.750000 Penalty: 5104.534180
	Iteration 79Q: 3 clusters Score -3737834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3737832.500000 Penalty: 5104.534180
	Iteration 80F: 3 clusters Score -3737832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3737837.750000 Penalty: 5104.534180
	Iteration 81Q: 3 clusters Score -3737838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3737834.000000 Penalty: 5104.534180
	Iteration 82Q: 3 clusters Score -3737834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3737841.250000 Penalty: 5104.534180
	Iteration 83Q: 3 clusters Score -3737841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3737841.250000 Penalty: 5104.534180
	Iteration 84Q: 3 clusters Score -3737841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3737845.250000 Penalty: 5104.534180
	Iteration 85Q: 3 clusters Score -3737845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3737859.750000 Penalty: 5104.534180
	Iteration 86Q: 3 clusters Score -3737860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3737851.250000 Penalty: 5104.534180
	Iteration 87Q: 3 clusters Score -3737851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3737857.500000 Penalty: 5104.534180
	Iteration 88Q: 3 clusters Score -3737858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3737863.250000 Penalty: 5104.534180
	Iteration 89Q: 3 clusters Score -3737863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3737869.500000 Penalty: 5104.534180
	Iteration 90Q: 3 clusters Score -3737870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3737872.750000 Penalty: 5104.534180
	Iteration 91Q: 3 clusters Score -3737873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3737875.250000 Penalty: 5104.534180
	Iteration 92Q: 3 clusters Score -3737875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3737877.000000 Penalty: 5104.534180
	Iteration 93Q: 3 clusters Score -3737877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3737878.750000 Penalty: 5104.534180
	Iteration 94Q: 3 clusters Score -3737879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3737878.500000 Penalty: 5104.534180
	Iteration 95Q: 3 clusters Score -3737878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3737884.500000 Penalty: 5104.534180
	Iteration 96Q: 3 clusters Score -3737884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3737890.250000 Penalty: 5104.534180
	Iteration 97Q: 3 clusters Score -3737890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3737889.250000 Penalty: 5104.534180
	Iteration 98Q: 3 clusters Score -3737889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3737890.250000 Penalty: 5104.534180
	Iteration 99Q: 3 clusters Score -3737890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3737894.750000 Penalty: 5104.534180
	Iteration 100F: 3 clusters Score -3737895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3737901.000000 Penalty: 5104.534180
	Iteration 101Q: 3 clusters Score -3737901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3737904.250000 Penalty: 5104.534180
	Iteration 102Q: 3 clusters Score -3737904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3737904.750000 Penalty: 5104.534180
	Iteration 103Q: 3 clusters Score -3737905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3737902.250000 Penalty: 5104.534180
	Iteration 104Q: 3 clusters Score -3737902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3737905.500000 Penalty: 5104.534180
	Iteration 105Q: 3 clusters Score -3737906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3737906.500000 Penalty: 5104.534180
	Iteration 106Q: 3 clusters Score -3737906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3737913.000000 Penalty: 5104.534180
	Iteration 107Q: 3 clusters Score -3737913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3737911.750000 Penalty: 5104.534180
	Iteration 108Q: 3 clusters Score -3737912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3737910.250000 Penalty: 5104.534180
	Iteration 109Q: 3 clusters Score -3737910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3737911.000000 Penalty: 5104.534180
	Iteration 110Q: 3 clusters Score -3737911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3737909.500000 Penalty: 5104.534180
	Iteration 111Q: 3 clusters Score -3737910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3737912.250000 Penalty: 5104.534180
	Iteration 112Q: 3 clusters Score -3737912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3737915.500000 Penalty: 5104.534180
	Iteration 113Q: 3 clusters Score -3737916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3737915.750000 Penalty: 5104.534180
	Iteration 114Q: 3 clusters Score -3737916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3737914.500000 Penalty: 5104.534180
	Iteration 115Q: 3 clusters Score -3737914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3737916.750000 Penalty: 5104.534180
	Iteration 116Q: 3 clusters Score -3737917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3737913.500000 Penalty: 5104.534180
	Iteration 117Q: 3 clusters Score -3737914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3737915.000000 Penalty: 5104.534180
	Iteration 118Q: 3 clusters Score -3737915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3737915.000000 Penalty: 5104.534180
	Iteration 119F: 3 clusters Score -3737915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Entering Unmasked Estep 
Score: -6514584.500000 Penalty: 2690.172852
	Iteration 0F: 2 clusters Score -6514584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -6479903.000000 Penalty: 5380.345703
	Iteration 0F: 3 clusters Score -6479903 nChanged 23892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -6493336.500000 Penalty: 5380.345703
	Iteration 1F: 3 clusters Score -6493336 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -6493951.500000 Penalty: 5380.345703
	Iteration 2Q: 3 clusters Score -6493952 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6494800.000000 Penalty: 5380.345703
	Iteration 3Q: 3 clusters Score -6494800 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6496086.000000 Penalty: 5380.345703
	Iteration 4F: 3 clusters Score -6496086 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -6498004.000000 Penalty: 5380.345703
	Iteration 5F: 3 clusters Score -6498004 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -6500809.500000 Penalty: 5380.345703
	Iteration 6F: 3 clusters Score -6500810 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -6504372.500000 Penalty: 5380.345703
	Iteration 7F: 3 clusters Score -6504372 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6507714.000000 Penalty: 5380.345703
	Iteration 8F: 3 clusters Score -6507714 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6509907.000000 Penalty: 5380.345703
	Iteration 9Q: 3 clusters Score -6509907 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6511199.500000 Penalty: 5380.345703
	Iteration 10Q: 3 clusters Score -6511200 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6511859.000000 Penalty: 5380.345703
	Iteration 11Q: 3 clusters Score -6511859 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6512151.000000 Penalty: 5380.345703
	Iteration 12Q: 3 clusters Score -6512151 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6512315.500000 Penalty: 5380.345703
	Iteration 13Q: 3 clusters Score -6512316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6512423.500000 Penalty: 5380.345703
	Iteration 14Q: 3 clusters Score -6512424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6512477.500000 Penalty: 5380.345703
	Iteration 15Q: 3 clusters Score -6512478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6512500.500000 Penalty: 5380.345703
	Iteration 16Q: 3 clusters Score -6512500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6512521.500000 Penalty: 5380.345703
	Iteration 17Q: 3 clusters Score -6512522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6512541.500000 Penalty: 5380.345703
	Iteration 18Q: 3 clusters Score -6512542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6512545.000000 Penalty: 5380.345703
	Iteration 19Q: 3 clusters Score -6512545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6512546.500000 Penalty: 5380.345703
	Iteration 20F: 3 clusters Score -6512546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6512559.000000 Penalty: 5380.345703
	Iteration 21Q: 3 clusters Score -6512559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6512558.500000 Penalty: 5380.345703
	Iteration 22Q: 3 clusters Score -6512558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6512556.500000 Penalty: 5380.345703
	Iteration 23Q: 3 clusters Score -6512556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6512561.500000 Penalty: 5380.345703
	Iteration 24Q: 3 clusters Score -6512562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6512564.000000 Penalty: 5380.345703
	Iteration 25Q: 3 clusters Score -6512564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6512564.000000 Penalty: 5380.345703
	Iteration 26F: 3 clusters Score -6512564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -718915.187500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -718915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -713622.687500 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -713622.7 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -715184.625000 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -715184.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -715483.812500 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -715483.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -715679.812500 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -715679.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -715823.437500 Penalty: 4349.752930
	Iteration 4Q: 3 clusters Score -715823.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -715942.812500 Penalty: 4349.752930
	Iteration 5Q: 3 clusters Score -715942.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -716077.937500 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -716077.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -716235.812500 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -716235.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -716392.250000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -716392.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -716518.125000 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -716518.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -716645.125000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -716645.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -716771.625000 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -716771.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -716870.125000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -716870.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -716974.250000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -716974.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -717073.187500 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -717073.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -717161.937500 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -717161.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -717235.812500 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -717235.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -717295.312500 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -717295.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -717333.375000 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -717333.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -717361.125000 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -717361.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -717391.187500 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -717391.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -717417.187500 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -717417.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -717437.937500 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -717437.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -717448.187500 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -717448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -717454.750000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -717454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -717457.375000 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -717457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -717460.125000 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -717460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -717465.500000 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -717465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -717468.437500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -717468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -717473.500000 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -717473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -717481.875000 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -717481.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -717488.250000 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -717488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -717491.625000 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -717491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -717496.125000 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -717496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -717499.500000 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -717499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -717499.875000 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -717499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -717499.562500 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -717499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -717502.000000 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -717502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -717504.187500 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -717504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -717505.500000 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -717505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -717507.937500 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -717507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -717508.312500 Penalty: 4349.752930
	Iteration 41Q: 3 clusters Score -717508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -717508.625000 Penalty: 4349.752930
	Iteration 42Q: 3 clusters Score -717508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -717508.625000 Penalty: 4349.752930
	Iteration 43F: 3 clusters Score -717508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Entering Unmasked Estep 
Score: -1303927.250000 Penalty: 2292.887695
	Iteration 0F: 2 clusters Score -1303927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1296026.000000 Penalty: 4585.775391
	Iteration 0F: 3 clusters Score -1296026 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1298327.875000 Penalty: 4585.775391
	Iteration 1F: 3 clusters Score -1298328 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1298705.625000 Penalty: 4585.775391
	Iteration 2F: 3 clusters Score -1298706 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1299003.000000 Penalty: 4585.775391
	Iteration 3F: 3 clusters Score -1299003 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1299313.250000 Penalty: 4585.775391
	Iteration 4Q: 3 clusters Score -1299313 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1299627.375000 Penalty: 4585.775391
	Iteration 5Q: 3 clusters Score -1299627 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1299939.875000 Penalty: 4585.775391
	Iteration 6Q: 3 clusters Score -1299940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1300256.125000 Penalty: 4585.775391
	Iteration 7Q: 3 clusters Score -1300256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1300530.500000 Penalty: 4585.775391
	Iteration 8Q: 3 clusters Score -1300530 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1300809.250000 Penalty: 4585.775391
	Iteration 9Q: 3 clusters Score -1300809 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1301093.125000 Penalty: 4585.775391
	Iteration 10Q: 3 clusters Score -1301093 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1301316.125000 Penalty: 4585.775391
	Iteration 11Q: 3 clusters Score -1301316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1301491.250000 Penalty: 4585.775391
	Iteration 12Q: 3 clusters Score -1301491 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1301608.250000 Penalty: 4585.775391
	Iteration 13Q: 3 clusters Score -1301608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1301693.250000 Penalty: 4585.775391
	Iteration 14Q: 3 clusters Score -1301693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1301772.000000 Penalty: 4585.775391
	Iteration 15Q: 3 clusters Score -1301772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1301821.500000 Penalty: 4585.775391
	Iteration 16Q: 3 clusters Score -1301822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1301851.125000 Penalty: 4585.775391
	Iteration 17Q: 3 clusters Score -1301851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1301878.125000 Penalty: 4585.775391
	Iteration 18Q: 3 clusters Score -1301878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1301893.500000 Penalty: 4585.775391
	Iteration 19Q: 3 clusters Score -1301894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1301908.125000 Penalty: 4585.775391
	Iteration 20F: 3 clusters Score -1301908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1301930.125000 Penalty: 4585.775391
	Iteration 21Q: 3 clusters Score -1301930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1301950.125000 Penalty: 4585.775391
	Iteration 22Q: 3 clusters Score -1301950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1301966.750000 Penalty: 4585.775391
	Iteration 23Q: 3 clusters Score -1301967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1301975.750000 Penalty: 4585.775391
	Iteration 24Q: 3 clusters Score -1301976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1301985.250000 Penalty: 4585.775391
	Iteration 25Q: 3 clusters Score -1301985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1301989.375000 Penalty: 4585.775391
	Iteration 26Q: 3 clusters Score -1301989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1301990.625000 Penalty: 4585.775391
	Iteration 27Q: 3 clusters Score -1301991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1301993.500000 Penalty: 4585.775391
	Iteration 28Q: 3 clusters Score -1301994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1301994.125000 Penalty: 4585.775391
	Iteration 29Q: 3 clusters Score -1301994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1301994.125000 Penalty: 4585.775391
	Iteration 30F: 3 clusters Score -1301994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Entering Unmasked Estep 
Score: -737365.687500 Penalty: 2162.633545
	Iteration 0F: 2 clusters Score -737365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -732168.500000 Penalty: 4325.267090
	Iteration 0F: 3 clusters Score -732168.5 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -733473.187500 Penalty: 4325.267090
	Iteration 1F: 3 clusters Score -733473.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -733781.312500 Penalty: 4325.267090
	Iteration 2F: 3 clusters Score -733781.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -734096.500000 Penalty: 4325.267090
	Iteration 3F: 3 clusters Score -734096.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -734414.375000 Penalty: 4325.267090
	Iteration 4F: 3 clusters Score -734414.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -734748.875000 Penalty: 4325.267090
	Iteration 5F: 3 clusters Score -734748.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -735043.437500 Penalty: 4325.267090
	Iteration 6F: 3 clusters Score -735043.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -735333.875000 Penalty: 4325.267090
	Iteration 7F: 3 clusters Score -735333.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -735588.187500 Penalty: 4325.267090
	Iteration 8F: 3 clusters Score -735588.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -735789.625000 Penalty: 4325.267090
	Iteration 9Q: 3 clusters Score -735789.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -735927.437500 Penalty: 4325.267090
	Iteration 10Q: 3 clusters Score -735927.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -735999.062500 Penalty: 4325.267090
	Iteration 11Q: 3 clusters Score -735999.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -736049.250000 Penalty: 4325.267090
	Iteration 12Q: 3 clusters Score -736049.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -736070.937500 Penalty: 4325.267090
	Iteration 13Q: 3 clusters Score -736070.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -736084.375000 Penalty: 4325.267090
	Iteration 14Q: 3 clusters Score -736084.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -736095.000000 Penalty: 4325.267090
	Iteration 15Q: 3 clusters Score -736095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -736103.812500 Penalty: 4325.267090
	Iteration 16Q: 3 clusters Score -736103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -736119.750000 Penalty: 4325.267090
	Iteration 17Q: 3 clusters Score -736119.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -736130.437500 Penalty: 4325.267090
	Iteration 18Q: 3 clusters Score -736130.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -736141.875000 Penalty: 4325.267090
	Iteration 19Q: 3 clusters Score -736141.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -736153.312500 Penalty: 4325.267090
	Iteration 20F: 3 clusters Score -736153.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -736164.062500 Penalty: 4325.267090
	Iteration 21Q: 3 clusters Score -736164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -736172.375000 Penalty: 4325.267090
	Iteration 22Q: 3 clusters Score -736172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -736175.375000 Penalty: 4325.267090
	Iteration 23Q: 3 clusters Score -736175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -736178.937500 Penalty: 4325.267090
	Iteration 24Q: 3 clusters Score -736178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -736181.562500 Penalty: 4325.267090
	Iteration 25Q: 3 clusters Score -736181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -736184.687500 Penalty: 4325.267090
	Iteration 26Q: 3 clusters Score -736184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -736186.625000 Penalty: 4325.267090
	Iteration 27Q: 3 clusters Score -736186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -736188.812500 Penalty: 4325.267090
	Iteration 28Q: 3 clusters Score -736188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -736193.250000 Penalty: 4325.267090
	Iteration 29Q: 3 clusters Score -736193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -736196.625000 Penalty: 4325.267090
	Iteration 30Q: 3 clusters Score -736196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -736198.375000 Penalty: 4325.267090
	Iteration 31Q: 3 clusters Score -736198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -736200.250000 Penalty: 4325.267090
	Iteration 32Q: 3 clusters Score -736200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -736202.625000 Penalty: 4325.267090
	Iteration 33Q: 3 clusters Score -736202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -736204.562500 Penalty: 4325.267090
	Iteration 34Q: 3 clusters Score -736204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -736204.562500 Penalty: 4325.267090
	Iteration 35F: 3 clusters Score -736204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18408.658203 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -18408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17390.552734 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -17390.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17519.236328 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -17519.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17526.404297 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -17526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17526.404297 Penalty: 2649.797852
	Iteration 3F: 3 clusters Score -17526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -83512.195312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -83512.2 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 407 members 
Entering Unmasked Estep 
Score: -81767.023438 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -81767.02 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82167.710938 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -82167.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82393.218750 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -82393.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82592.632812 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -82592.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82757.281250 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -82757.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82918.718750 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -82918.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83189.210938 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -83189.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83628.835938 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -83628.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83747.078125 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -83747.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -83852.156250 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -83852.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83904.273438 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -83904.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -83925.734375 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -83925.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83954.085938 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -83954.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -83984.601562 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -83984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84003.812500 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -84003.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -84006.695312 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -84006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84008.414062 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -84008.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84011.382812 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -84011.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84019.929688 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -84019.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84019.929688 Penalty: 3329.023193
	Iteration 19F: 3 clusters Score -84019.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28287 members 
Mstep: Class 13 contains 39113 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61585 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 374947 members 
Mstep: Class 22 contains 61434 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16737 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29478 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 181 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17934 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23569 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 641 members 
Entering Unmasked Estep 
Score: -142006448.000000 Penalty: 173266.296875
Splitting cluster 35 changes total score from -142007744.000000 to -142006448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -271544.593750 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -271544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -268778.562500 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -268778.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269286.250000 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -269286.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269424.031250 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -269424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269491.000000 Penalty: 3808.449707
	Iteration 3Q: 3 clusters Score -269491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -269537.312500 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -269537.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -269564.937500 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -269564.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -269582.500000 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -269582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269595.781250 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -269595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269602.625000 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -269602.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269609.375000 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -269609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -269616.343750 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -269616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -269619.031250 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -269619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269622.187500 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -269622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269624.000000 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -269624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -269627.593750 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -269627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -269630.562500 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -269630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -269633.562500 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -269633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -269638.281250 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -269638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -269639.968750 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -269640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -269642.437500 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -269642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -269645.750000 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -269645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -269646.812500 Penalty: 3808.449707
	Iteration 21Q: 3 clusters Score -269646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -269648.000000 Penalty: 3808.449707
	Iteration 22Q: 3 clusters Score -269648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -269651.312500 Penalty: 3808.449707
	Iteration 23Q: 3 clusters Score -269651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -269656.000000 Penalty: 3808.449707
	Iteration 24Q: 3 clusters Score -269656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -269662.250000 Penalty: 3808.449707
	Iteration 25Q: 3 clusters Score -269662.2 nChanged 9
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: -269665.843750 Penalty: 3808.449707
	Iteration 26Q: 3 clusters Score -269665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -269671.906250 Penalty: 3808.449707
	Iteration 27Q: 3 clusters Score -269671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -269673.781250 Penalty: 3808.449707
	Iteration 28Q: 3 clusters Score -269673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -269675.062500 Penalty: 3808.449707
	Iteration 29Q: 3 clusters Score -269675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -269677.687500 Penalty: 3808.449707
	Iteration 30Q: 3 clusters Score -269677.7 nChanged 4
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: -269680.218750 Penalty: 3808.449707
	Iteration 31Q: 3 clusters Score -269680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269681.812500 Penalty: 3808.449707
	Iteration 32Q: 3 clusters Score -269681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269683.718750 Penalty: 3808.449707
	Iteration 33Q: 3 clusters Score -269683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269685.687500 Penalty: 3808.449707
	Iteration 34Q: 3 clusters Score -269685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -269687.656250 Penalty: 3808.449707
	Iteration 35Q: 3 clusters Score -269687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269689.000000 Penalty: 3808.449707
	Iteration 36Q: 3 clusters Score -269689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269690.468750 Penalty: 3808.449707
	Iteration 37Q: 3 clusters Score -269690.5 nChanged 1
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: -269692.312500 Penalty: 3808.449707
	Iteration 38Q: 3 clusters Score -269692.3 nChanged 2
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: -269692.906250 Penalty: 3808.449707
	Iteration 39Q: 3 clusters Score -269692.9 nChanged 0
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: -269692.906250 Penalty: 3808.449707
	Iteration 40F: 3 clusters Score -269692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130311.554688 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130311.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130785.507812 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130785.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130970.710938 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -130970.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131064.273438 Penalty: 3501.570312
	Iteration 3F: 3 clusters Score -131064.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131133.437500 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -131133.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131230.296875 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131230.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131347.156250 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131347.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131437.906250 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -131531.062500 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131531.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -131567.375000 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131567.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -131581.593750 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -131592.078125 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -131601.281250 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -131604.921875 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -131606.968750 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -131608.609375 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -131609.937500 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -131609.937500 Penalty: 3501.570312
	Iteration 17F: 3 clusters Score -131609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -780559.562500 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -780559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -774827.750000 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -774827.8 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -776437.875000 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -776437.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -776752.687500 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -776752.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -776964.437500 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -776964.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -777141.125000 Penalty: 4378.497070
	Iteration 4Q: 3 clusters Score -777141.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -777315.875000 Penalty: 4378.497070
	Iteration 5Q: 3 clusters Score -777315.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -777486.750000 Penalty: 4378.497070
	Iteration 6Q: 3 clusters Score -777486.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -777641.937500 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -777641.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -777826.750000 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -777826.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -778030.250000 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -778030.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -778216.437500 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -778216.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -778415.187500 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -778415.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -778596.000000 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -778596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -778741.875000 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -778741.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -778869.250000 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -778869.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -778969.750000 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -778969.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -779043.500000 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -779043.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -779087.375000 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -779087.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -779119.250000 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -779119.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -779148.937500 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -779148.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -779181.375000 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -779181.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -779210.375000 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -779210.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -779227.750000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -779227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -779237.437500 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -779237.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -779243.187500 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -779243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -779246.500000 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -779246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -779252.437500 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -779252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -779258.500000 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -779258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -779260.312500 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -779260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -779261.875000 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -779261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -779261.312500 Penalty: 4378.497070
	Iteration 30Q: 3 clusters Score -779261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -779261.187500 Penalty: 4378.497070
	Iteration 31Q: 3 clusters Score -779261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -779265.125000 Penalty: 4378.497070
	Iteration 32Q: 3 clusters Score -779265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -779266.562500 Penalty: 4378.497070
	Iteration 33Q: 3 clusters Score -779266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -779269.875000 Penalty: 4378.497070
	Iteration 34Q: 3 clusters Score -779269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -779273.187500 Penalty: 4378.497070
	Iteration 35Q: 3 clusters Score -779273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -779273.625000 Penalty: 4378.497070
	Iteration 36Q: 3 clusters Score -779273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -779277.062500 Penalty: 4378.497070
	Iteration 37Q: 3 clusters Score -779277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -779277.437500 Penalty: 4378.497070
	Iteration 38Q: 3 clusters Score -779277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -779280.312500 Penalty: 4378.497070
	Iteration 39Q: 3 clusters Score -779280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -779281.687500 Penalty: 4378.497070
	Iteration 40F: 3 clusters Score -779281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -779280.937500 Penalty: 4378.497070
	Iteration 41Q: 3 clusters Score -779280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -779280.687500 Penalty: 4378.497070
	Iteration 42Q: 3 clusters Score -779280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -779281.062500 Penalty: 4378.497070
	Iteration 43Q: 3 clusters Score -779281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -779281.062500 Penalty: 4378.497070
	Iteration 44F: 3 clusters Score -779281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Entering Unmasked Estep 
Score: -3713897.500000 Penalty: 2549.934326
	Iteration 0F: 2 clusters Score -3713898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3694048.500000 Penalty: 5099.868652
	Iteration 0F: 3 clusters Score -3694048 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3701121.750000 Penalty: 5099.868652
	Iteration 1F: 3 clusters Score -3701122 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3701661.750000 Penalty: 5099.868652
	Iteration 2Q: 3 clusters Score -3701662 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3702168.500000 Penalty: 5099.868652
	Iteration 3Q: 3 clusters Score -3702168 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3702698.000000 Penalty: 5099.868652
	Iteration 4Q: 3 clusters Score -3702698 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3703303.500000 Penalty: 5099.868652
	Iteration 5Q: 3 clusters Score -3703304 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3703932.250000 Penalty: 5099.868652
	Iteration 6Q: 3 clusters Score -3703932 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3704544.250000 Penalty: 5099.868652
	Iteration 7Q: 3 clusters Score -3704544 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3705318.250000 Penalty: 5099.868652
	Iteration 8Q: 3 clusters Score -3705318 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3706136.250000 Penalty: 5099.868652
	Iteration 9Q: 3 clusters Score -3706136 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3706960.000000 Penalty: 5099.868652
	Iteration 10Q: 3 clusters Score -3706960 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3707551.250000 Penalty: 5099.868652
	Iteration 11Q: 3 clusters Score -3707551 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3707909.250000 Penalty: 5099.868652
	Iteration 12Q: 3 clusters Score -3707909 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3708081.250000 Penalty: 5099.868652
	Iteration 13Q: 3 clusters Score -3708081 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3708204.000000 Penalty: 5099.868652
	Iteration 14Q: 3 clusters Score -3708204 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3708321.000000 Penalty: 5099.868652
	Iteration 15Q: 3 clusters Score -3708321 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3708381.250000 Penalty: 5099.868652
	Iteration 16Q: 3 clusters Score -3708381 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3708436.750000 Penalty: 5099.868652
	Iteration 17Q: 3 clusters Score -3708437 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3708485.500000 Penalty: 5099.868652
	Iteration 18Q: 3 clusters Score -3708486 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3708522.000000 Penalty: 5099.868652
	Iteration 19Q: 3 clusters Score -3708522 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3708571.250000 Penalty: 5099.868652
	Iteration 20F: 3 clusters Score -3708571 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3708627.750000 Penalty: 5099.868652
	Iteration 21Q: 3 clusters Score -3708628 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3708699.000000 Penalty: 5099.868652
	Iteration 22Q: 3 clusters Score -3708699 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3708749.750000 Penalty: 5099.868652
	Iteration 23Q: 3 clusters Score -3708750 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3708792.500000 Penalty: 5099.868652
	Iteration 24Q: 3 clusters Score -3708792 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3708863.250000 Penalty: 5099.868652
	Iteration 25Q: 3 clusters Score -3708863 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3708891.250000 Penalty: 5099.868652
	Iteration 26Q: 3 clusters Score -3708891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3708932.250000 Penalty: 5099.868652
	Iteration 27Q: 3 clusters Score -3708932 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3708992.500000 Penalty: 5099.868652
	Iteration 28Q: 3 clusters Score -3708992 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3709045.750000 Penalty: 5099.868652
	Iteration 29Q: 3 clusters Score -3709046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3709094.750000 Penalty: 5099.868652
	Iteration 30Q: 3 clusters Score -3709095 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3709123.000000 Penalty: 5099.868652
	Iteration 31Q: 3 clusters Score -3709123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3709176.000000 Penalty: 5099.868652
	Iteration 32Q: 3 clusters Score -3709176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3709242.000000 Penalty: 5099.868652
	Iteration 33Q: 3 clusters Score -3709242 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3709298.750000 Penalty: 5099.868652
	Iteration 34Q: 3 clusters Score -3709299 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3709330.000000 Penalty: 5099.868652
	Iteration 35Q: 3 clusters Score -3709330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3709375.000000 Penalty: 5099.868652
	Iteration 36Q: 3 clusters Score -3709375 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3709406.500000 Penalty: 5099.868652
	Iteration 37Q: 3 clusters Score -3709406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3709435.500000 Penalty: 5099.868652
	Iteration 38Q: 3 clusters Score -3709436 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3709475.500000 Penalty: 5099.868652
	Iteration 39Q: 3 clusters Score -3709476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3709491.500000 Penalty: 5099.868652
	Iteration 40F: 3 clusters Score -3709492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3709509.000000 Penalty: 5099.868652
	Iteration 41Q: 3 clusters Score -3709509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3709528.250000 Penalty: 5099.868652
	Iteration 42Q: 3 clusters Score -3709528 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3709553.250000 Penalty: 5099.868652
	Iteration 43Q: 3 clusters Score -3709553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3709571.000000 Penalty: 5099.868652
	Iteration 44Q: 3 clusters Score -3709571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3709600.500000 Penalty: 5099.868652
	Iteration 45Q: 3 clusters Score -3709600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3709635.000000 Penalty: 5099.868652
	Iteration 46Q: 3 clusters Score -3709635 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3709652.500000 Penalty: 5099.868652
	Iteration 47Q: 3 clusters Score -3709652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3709672.250000 Penalty: 5099.868652
	Iteration 48Q: 3 clusters Score -3709672 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3709692.000000 Penalty: 5099.868652
	Iteration 49Q: 3 clusters Score -3709692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3709716.000000 Penalty: 5099.868652
	Iteration 50Q: 3 clusters Score -3709716 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3709747.750000 Penalty: 5099.868652
	Iteration 51Q: 3 clusters Score -3709748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3709768.250000 Penalty: 5099.868652
	Iteration 52Q: 3 clusters Score -3709768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3709796.250000 Penalty: 5099.868652
	Iteration 53Q: 3 clusters Score -3709796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3709804.500000 Penalty: 5099.868652
	Iteration 54Q: 3 clusters Score -3709804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3709823.750000 Penalty: 5099.868652
	Iteration 55Q: 3 clusters Score -3709824 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3709843.000000 Penalty: 5099.868652
	Iteration 56Q: 3 clusters Score -3709843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3709854.500000 Penalty: 5099.868652
	Iteration 57Q: 3 clusters Score -3709854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3709866.250000 Penalty: 5099.868652
	Iteration 58Q: 3 clusters Score -3709866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3709894.500000 Penalty: 5099.868652
	Iteration 59Q: 3 clusters Score -3709894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3709909.000000 Penalty: 5099.868652
	Iteration 60F: 3 clusters Score -3709909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3709912.000000 Penalty: 5099.868652
	Iteration 61Q: 3 clusters Score -3709912 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3709934.500000 Penalty: 5099.868652
	Iteration 62Q: 3 clusters Score -3709934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3709949.750000 Penalty: 5099.868652
	Iteration 63Q: 3 clusters Score -3709950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3709976.750000 Penalty: 5099.868652
	Iteration 64Q: 3 clusters Score -3709977 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3709997.750000 Penalty: 5099.868652
	Iteration 65Q: 3 clusters Score -3709998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3710023.000000 Penalty: 5099.868652
	Iteration 66Q: 3 clusters Score -3710023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3710039.750000 Penalty: 5099.868652
	Iteration 67Q: 3 clusters Score -3710040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3710049.750000 Penalty: 5099.868652
	Iteration 68Q: 3 clusters Score -3710050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3710091.750000 Penalty: 5099.868652
	Iteration 69Q: 3 clusters Score -3710092 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3710125.750000 Penalty: 5099.868652
	Iteration 70Q: 3 clusters Score -3710126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3710160.000000 Penalty: 5099.868652
	Iteration 71Q: 3 clusters Score -3710160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3710185.250000 Penalty: 5099.868652
	Iteration 72Q: 3 clusters Score -3710185 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3710240.750000 Penalty: 5099.868652
	Iteration 73Q: 3 clusters Score -3710241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3710289.750000 Penalty: 5099.868652
	Iteration 74Q: 3 clusters Score -3710290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3710319.750000 Penalty: 5099.868652
	Iteration 75Q: 3 clusters Score -3710320 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3710368.250000 Penalty: 5099.868652
	Iteration 76Q: 3 clusters Score -3710368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3710409.500000 Penalty: 5099.868652
	Iteration 77Q: 3 clusters Score -3710410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3710454.000000 Penalty: 5099.868652
	Iteration 78Q: 3 clusters Score -3710454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3710478.750000 Penalty: 5099.868652
	Iteration 79Q: 3 clusters Score -3710479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3710520.500000 Penalty: 5099.868652
	Iteration 80F: 3 clusters Score -3710520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3710562 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3710608.250000 Penalty: 5099.868652
	Iteration 82Q: 3 clusters Score -3710608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3710636.250000 Penalty: 5099.868652
	Iteration 83Q: 3 clusters Score -3710636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3710653.750000 Penalty: 5099.868652
	Iteration 84Q: 3 clusters Score -3710654 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3710698.000000 Penalty: 5099.868652
	Iteration 85Q: 3 clusters Score -3710698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3710737.250000 Penalty: 5099.868652
	Iteration 86Q: 3 clusters Score -3710737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3710776.750000 Penalty: 5099.868652
	Iteration 87Q: 3 clusters Score -3710777 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3710815.000000 Penalty: 5099.868652
	Iteration 88Q: 3 clusters Score -3710815 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3710862.250000 Penalty: 5099.868652
	Iteration 89Q: 3 clusters Score -3710862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3710889.250000 Penalty: 5099.868652
	Iteration 90Q: 3 clusters Score -3710889 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3710927.250000 Penalty: 5099.868652
	Iteration 91Q: 3 clusters Score -3710927 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3710964.250000 Penalty: 5099.868652
	Iteration 92Q: 3 clusters Score -3710964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3711018.000000 Penalty: 5099.868652
	Iteration 93Q: 3 clusters Score -3711018 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3711039.000000 Penalty: 5099.868652
	Iteration 94Q: 3 clusters Score -3711039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3711071.000000 Penalty: 5099.868652
	Iteration 95Q: 3 clusters Score -3711071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3711081.750000 Penalty: 5099.868652
	Iteration 96Q: 3 clusters Score -3711082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3711101.250000 Penalty: 5099.868652
	Iteration 97Q: 3 clusters Score -3711101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3711123.000000 Penalty: 5099.868652
	Iteration 98Q: 3 clusters Score -3711123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3711132.750000 Penalty: 5099.868652
	Iteration 99Q: 3 clusters Score -3711133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3711144.250000 Penalty: 5099.868652
	Iteration 100F: 3 clusters Score -3711144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3711171.750000 Penalty: 5099.868652
	Iteration 101Q: 3 clusters Score -3711172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3711182.750000 Penalty: 5099.868652
	Iteration 102Q: 3 clusters Score -3711183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3711204.250000 Penalty: 5099.868652
	Iteration 103Q: 3 clusters Score -3711204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3711211.500000 Penalty: 5099.868652
	Iteration 104Q: 3 clusters Score -3711212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3711233.750000 Penalty: 5099.868652
	Iteration 105Q: 3 clusters Score -3711234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3711238.500000 Penalty: 5099.868652
	Iteration 106Q: 3 clusters Score -3711238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3711267.500000 Penalty: 5099.868652
	Iteration 107Q: 3 clusters Score -3711268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3711285.500000 Penalty: 5099.868652
	Iteration 108Q: 3 clusters Score -3711286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3711305.750000 Penalty: 5099.868652
	Iteration 109Q: 3 clusters Score -3711306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3711329.750000 Penalty: 5099.868652
	Iteration 110Q: 3 clusters Score -3711330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3711352.750000 Penalty: 5099.868652
	Iteration 111Q: 3 clusters Score -3711353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3711374.750000 Penalty: 5099.868652
	Iteration 112Q: 3 clusters Score -3711375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3711397.500000 Penalty: 5099.868652
	Iteration 113Q: 3 clusters Score -3711398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3711430.250000 Penalty: 5099.868652
	Iteration 114Q: 3 clusters Score -3711430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3711454.250000 Penalty: 5099.868652
	Iteration 115Q: 3 clusters Score -3711454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3711483.000000 Penalty: 5099.868652
	Iteration 116Q: 3 clusters Score -3711483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3711499.500000 Penalty: 5099.868652
	Iteration 117Q: 3 clusters Score -3711500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3711525.500000 Penalty: 5099.868652
	Iteration 118Q: 3 clusters Score -3711526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3711537.750000 Penalty: 5099.868652
	Iteration 119Q: 3 clusters Score -3711538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3711556.250000 Penalty: 5099.868652
	Iteration 120F: 3 clusters Score -3711556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3711561.750000 Penalty: 5099.868652
	Iteration 121Q: 3 clusters Score -3711562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3711568.750000 Penalty: 5099.868652
	Iteration 122Q: 3 clusters Score -3711569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3711577.750000 Penalty: 5099.868652
	Iteration 123Q: 3 clusters Score -3711578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3711578.750000 Penalty: 5099.868652
	Iteration 124Q: 3 clusters Score -3711579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3711588.000000 Penalty: 5099.868652
	Iteration 125Q: 3 clusters Score -3711588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3711588.250000 Penalty: 5099.868652
	Iteration 126Q: 3 clusters Score -3711588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3711593.500000 Penalty: 5099.868652
	Iteration 127Q: 3 clusters Score -3711594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3711590.250000 Penalty: 5099.868652
	Iteration 128Q: 3 clusters Score -3711590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3711595.500000 Penalty: 5099.868652
	Iteration 129Q: 3 clusters Score -3711596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3711594.250000 Penalty: 5099.868652
	Iteration 130Q: 3 clusters Score -3711594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3711600.500000 Penalty: 5099.868652
	Iteration 131Q: 3 clusters Score -3711600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3711599.750000 Penalty: 5099.868652
	Iteration 132Q: 3 clusters Score -3711600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3711603.500000 Penalty: 5099.868652
	Iteration 133Q: 3 clusters Score -3711604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3711604.750000 Penalty: 5099.868652
	Iteration 134Q: 3 clusters Score -3711605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3711605.250000 Penalty: 5099.868652
	Iteration 135Q: 3 clusters Score -3711605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3711613.250000 Penalty: 5099.868652
	Iteration 136Q: 3 clusters Score -3711613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3711614.250000 Penalty: 5099.868652
	Iteration 137Q: 3 clusters Score -3711614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3711616.500000 Penalty: 5099.868652
	Iteration 138Q: 3 clusters Score -3711616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3711613.750000 Penalty: 5099.868652
	Iteration 139Q: 3 clusters Score -3711614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3711616.000000 Penalty: 5099.868652
	Iteration 140F: 3 clusters Score -3711616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3711617.750000 Penalty: 5099.868652
	Iteration 141Q: 3 clusters Score -3711618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3711620.500000 Penalty: 5099.868652
	Iteration 142Q: 3 clusters Score -3711620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3711625.250000 Penalty: 5099.868652
	Iteration 143Q: 3 clusters Score -3711625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3711625.250000 Penalty: 5099.868652
	Iteration 144Q: 3 clusters Score -3711625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3711622.000000 Penalty: 5099.868652
	Iteration 145Q: 3 clusters Score -3711622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3711625.500000 Penalty: 5099.868652
	Iteration 146Q: 3 clusters Score -3711626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3711624.500000 Penalty: 5099.868652
	Iteration 147Q: 3 clusters Score -3711624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3711617.500000 Penalty: 5099.868652
	Iteration 148Q: 3 clusters Score -3711618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3711627.000000 Penalty: 5099.868652
	Iteration 149Q: 3 clusters Score -3711627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3711630.250000 Penalty: 5099.868652
	Iteration 150Q: 3 clusters Score -3711630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3711624.500000 Penalty: 5099.868652
	Iteration 151Q: 3 clusters Score -3711624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3711634.750000 Penalty: 5099.868652
	Iteration 152Q: 3 clusters Score -3711635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3711638.500000 Penalty: 5099.868652
	Iteration 153Q: 3 clusters Score -3711638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3711641.500000 Penalty: 5099.868652
	Iteration 154Q: 3 clusters Score -3711642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3711648.000000 Penalty: 5099.868652
	Iteration 155Q: 3 clusters Score -3711648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3711647.000000 Penalty: 5099.868652
	Iteration 156Q: 3 clusters Score -3711647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3711646.000000 Penalty: 5099.868652
	Iteration 157Q: 3 clusters Score -3711646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3711645.000000 Penalty: 5099.868652
	Iteration 158Q: 3 clusters Score -3711645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3711644.500000 Penalty: 5099.868652
	Iteration 159Q: 3 clusters Score -3711644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3711642.750000 Penalty: 5099.868652
	Iteration 160F: 3 clusters Score -3711643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -85501.656250 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -85501.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83753.468750 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -83753.47 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83991.125000 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -83991.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84052.515625 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -84052.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84077.953125 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -84077.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84094.398438 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -84094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84104.710938 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -84104.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84111.656250 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -84111.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84125.851562 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -84125.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84133.695312 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -84133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84134.687500 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -84134.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84134.687500 Penalty: 3271.507080
	Iteration 10F: 3 clusters Score -84134.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61473.453125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61473.45 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 299 members 
Entering Unmasked Estep 
Score: -59866.890625 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59866.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60117.234375 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60117.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60184.164062 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60184.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60226.085938 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60226.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60245.726562 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60245.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60262.316406 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60262.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60268.765625 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60268.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60273.621094 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60273.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60275.242188 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60275.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60276.546875 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60276.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60278.042969 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60278.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60278.042969 Penalty: 3143.942627
	Iteration 11F: 3 clusters Score -60278.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Entering Unmasked Estep 
Score: -2230540.000000 Penalty: 2429.024414
	Iteration 0F: 2 clusters Score -2230540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2217846.750000 Penalty: 4858.048828
	Iteration 0F: 3 clusters Score -2217847 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2222000.500000 Penalty: 4858.048828
	Iteration 1F: 3 clusters Score -2222000 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2222533.250000 Penalty: 4858.048828
	Iteration 2F: 3 clusters Score -2222533 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2223076.750000 Penalty: 4858.048828
	Iteration 3F: 3 clusters Score -2223077 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2223634.500000 Penalty: 4858.048828
	Iteration 4F: 3 clusters Score -2223634 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2224200.250000 Penalty: 4858.048828
	Iteration 5F: 3 clusters Score -2224200 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2224728.750000 Penalty: 4858.048828
	Iteration 6F: 3 clusters Score -2224729 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2225275.750000 Penalty: 4858.048828
	Iteration 7F: 3 clusters Score -2225276 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2225844.250000 Penalty: 4858.048828
	Iteration 8F: 3 clusters Score -2225844 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2226395.000000 Penalty: 4858.048828
	Iteration 9Q: 3 clusters Score -2226395 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2226831.750000 Penalty: 4858.048828
	Iteration 10Q: 3 clusters Score -2226832 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2227109.500000 Penalty: 4858.048828
	Iteration 11Q: 3 clusters Score -2227110 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2227284.750000 Penalty: 4858.048828
	Iteration 12Q: 3 clusters Score -2227285 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2227375.250000 Penalty: 4858.048828
	Iteration 13Q: 3 clusters Score -2227375 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2227456.250000 Penalty: 4858.048828
	Iteration 14Q: 3 clusters Score -2227456 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2227498.750000 Penalty: 4858.048828
	Iteration 15Q: 3 clusters Score -2227499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2227534.000000 Penalty: 4858.048828
	Iteration 16Q: 3 clusters Score -2227534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2227574.750000 Penalty: 4858.048828
	Iteration 17Q: 3 clusters Score -2227575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2227605.750000 Penalty: 4858.048828
	Iteration 18Q: 3 clusters Score -2227606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2227626.750000 Penalty: 4858.048828
	Iteration 19Q: 3 clusters Score -2227627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2227640.000000 Penalty: 4858.048828
	Iteration 20F: 3 clusters Score -2227640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2227644.500000 Penalty: 4858.048828
	Iteration 21Q: 3 clusters Score -2227644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2227661.750000 Penalty: 4858.048828
	Iteration 22Q: 3 clusters Score -2227662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2227669.000000 Penalty: 4858.048828
	Iteration 23Q: 3 clusters Score -2227669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2227674.250000 Penalty: 4858.048828
	Iteration 24Q: 3 clusters Score -2227674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2227678.250000 Penalty: 4858.048828
	Iteration 25Q: 3 clusters Score -2227678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2227688.000000 Penalty: 4858.048828
	Iteration 26Q: 3 clusters Score -2227688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2227692.500000 Penalty: 4858.048828
	Iteration 27Q: 3 clusters Score -2227692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2227709.500000 Penalty: 4858.048828
	Iteration 28Q: 3 clusters Score -2227710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2227719.500000 Penalty: 4858.048828
	Iteration 29Q: 3 clusters Score -2227720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2227730.750000 Penalty: 4858.048828
	Iteration 30Q: 3 clusters Score -2227731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2227728.500000 Penalty: 4858.048828
	Iteration 31Q: 3 clusters Score -2227728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2227730.250000 Penalty: 4858.048828
	Iteration 32Q: 3 clusters Score -2227730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2227736.750000 Penalty: 4858.048828
	Iteration 33Q: 3 clusters Score -2227737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2227732.000000 Penalty: 4858.048828
	Iteration 34Q: 3 clusters Score -2227732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2227733.000000 Penalty: 4858.048828
	Iteration 35Q: 3 clusters Score -2227733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2227737.000000 Penalty: 4858.048828
	Iteration 36Q: 3 clusters Score -2227737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2227741.750000 Penalty: 4858.048828
	Iteration 37Q: 3 clusters Score -2227742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2227738.250000 Penalty: 4858.048828
	Iteration 38Q: 3 clusters Score -2227738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2227740.750000 Penalty: 4858.048828
	Iteration 39Q: 3 clusters Score -2227741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2227747.000000 Penalty: 4858.048828
	Iteration 40F: 3 clusters Score -2227747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2227748.500000 Penalty: 4858.048828
	Iteration 41Q: 3 clusters Score -2227748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2227749.250000 Penalty: 4858.048828
	Iteration 42Q: 3 clusters Score -2227749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2227748.500000 Penalty: 4858.048828
	Iteration 43Q: 3 clusters Score -2227748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2227754.500000 Penalty: 4858.048828
	Iteration 44Q: 3 clusters Score -2227754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2227758.750000 Penalty: 4858.048828
	Iteration 45Q: 3 clusters Score -2227759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2227755.750000 Penalty: 4858.048828
	Iteration 46Q: 3 clusters Score -2227756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2227761.000000 Penalty: 4858.048828
	Iteration 47Q: 3 clusters Score -2227761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2227759.750000 Penalty: 4858.048828
	Iteration 48Q: 3 clusters Score -2227760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2227761.250000 Penalty: 4858.048828
	Iteration 49Q: 3 clusters Score -2227761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2227759.250000 Penalty: 4858.048828
	Iteration 50Q: 3 clusters Score -2227759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2227765.000000 Penalty: 4858.048828
	Iteration 51Q: 3 clusters Score -2227765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2227756.250000 Penalty: 4858.048828
	Iteration 52Q: 3 clusters Score -2227756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2227758.000000 Penalty: 4858.048828
	Iteration 53Q: 3 clusters Score -2227758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2227759.500000 Penalty: 4858.048828
	Iteration 54Q: 3 clusters Score -2227760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2227761.000000 Penalty: 4858.048828
	Iteration 55Q: 3 clusters Score -2227761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2227761.250000 Penalty: 4858.048828
	Iteration 56Q: 3 clusters Score -2227761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2227763.750000 Penalty: 4858.048828
	Iteration 57Q: 3 clusters Score -2227764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2227763.250000 Penalty: 4858.048828
	Iteration 58Q: 3 clusters Score -2227763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2227762.000000 Penalty: 4858.048828
	Iteration 59Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2227760.750000 Penalty: 4858.048828
	Iteration 60F: 3 clusters Score -2227761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2227761.750000 Penalty: 4858.048828
	Iteration 61Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2227760.750000 Penalty: 4858.048828
	Iteration 62Q: 3 clusters Score -2227761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2227763.000000 Penalty: 4858.048828
	Iteration 63Q: 3 clusters Score -2227763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2227762.000000 Penalty: 4858.048828
	Iteration 64Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2227762.250000 Penalty: 4858.048828
	Iteration 65Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2227759.500000 Penalty: 4858.048828
	Iteration 66Q: 3 clusters Score -2227760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2227761.750000 Penalty: 4858.048828
	Iteration 67Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2227761.250000 Penalty: 4858.048828
	Iteration 68Q: 3 clusters Score -2227761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2227763.750000 Penalty: 4858.048828
	Iteration 69Q: 3 clusters Score -2227764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2227765.250000 Penalty: 4858.048828
	Iteration 70Q: 3 clusters Score -2227765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2227769.500000 Penalty: 4858.048828
	Iteration 71Q: 3 clusters Score -2227770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2227766.500000 Penalty: 4858.048828
	Iteration 72Q: 3 clusters Score -2227766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2227768.000000 Penalty: 4858.048828
	Iteration 73Q: 3 clusters Score -2227768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2227772.750000 Penalty: 4858.048828
	Iteration 74Q: 3 clusters Score -2227773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2227770.250000 Penalty: 4858.048828
	Iteration 75Q: 3 clusters Score -2227770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2227772.750000 Penalty: 4858.048828
	Iteration 76Q: 3 clusters Score -2227773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2227770.500000 Penalty: 4858.048828
	Iteration 77Q: 3 clusters Score -2227770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2227764.250000 Penalty: 4858.048828
	Iteration 78Q: 3 clusters Score -2227764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2227769.500000 Penalty: 4858.048828
	Iteration 79Q: 3 clusters Score -2227770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2227766.250000 Penalty: 4858.048828
	Iteration 80F: 3 clusters Score -2227766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2227768.500000 Penalty: 4858.048828
	Iteration 81Q: 3 clusters Score -2227768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2227767.000000 Penalty: 4858.048828
	Iteration 82Q: 3 clusters Score -2227767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2227766.500000 Penalty: 4858.048828
	Iteration 83Q: 3 clusters Score -2227766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2227771.000000 Penalty: 4858.048828
	Iteration 84Q: 3 clusters Score -2227771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2227773.250000 Penalty: 4858.048828
	Iteration 85Q: 3 clusters Score -2227773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2227772.250000 Penalty: 4858.048828
	Iteration 86Q: 3 clusters Score -2227772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2227773.750000 Penalty: 4858.048828
	Iteration 87Q: 3 clusters Score -2227774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2227772.500000 Penalty: 4858.048828
	Iteration 88Q: 3 clusters Score -2227772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2227776.500000 Penalty: 4858.048828
	Iteration 89Q: 3 clusters Score -2227776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2227772.750000 Penalty: 4858.048828
	Iteration 90Q: 3 clusters Score -2227773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2227777.250000 Penalty: 4858.048828
	Iteration 91Q: 3 clusters Score -2227777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2227778.250000 Penalty: 4858.048828
	Iteration 92Q: 3 clusters Score -2227778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2227775.250000 Penalty: 4858.048828
	Iteration 93Q: 3 clusters Score -2227775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2227776.250000 Penalty: 4858.048828
	Iteration 94Q: 3 clusters Score -2227776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2227777.500000 Penalty: 4858.048828
	Iteration 95Q: 3 clusters Score -2227778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2227778.500000 Penalty: 4858.048828
	Iteration 96Q: 3 clusters Score -2227778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2227779.500000 Penalty: 4858.048828
	Iteration 97Q: 3 clusters Score -2227780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2227778.000000 Penalty: 4858.048828
	Iteration 98Q: 3 clusters Score -2227778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2227780.000000 Penalty: 4858.048828
	Iteration 99Q: 3 clusters Score -2227780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2227782.250000 Penalty: 4858.048828
	Iteration 100F: 3 clusters Score -2227782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2227782.750000 Penalty: 4858.048828
	Iteration 101Q: 3 clusters Score -2227783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2227782.500000 Penalty: 4858.048828
	Iteration 102Q: 3 clusters Score -2227782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2227782.250000 Penalty: 4858.048828
	Iteration 103Q: 3 clusters Score -2227782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2227782.750000 Penalty: 4858.048828
	Iteration 104Q: 3 clusters Score -2227783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2227782.750000 Penalty: 4858.048828
	Iteration 105F: 3 clusters Score -2227783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Entering Unmasked Estep 
Score: -2862913.500000 Penalty: 2487.611816
	Iteration 0F: 2 clusters Score -2862914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2847027.000000 Penalty: 4975.223633
	Iteration 0F: 3 clusters Score -2847027 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2852515.750000 Penalty: 4975.223633
	Iteration 1F: 3 clusters Score -2852516 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2853056.500000 Penalty: 4975.223633
	Iteration 2F: 3 clusters Score -2853056 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2853619.750000 Penalty: 4975.223633
	Iteration 3F: 3 clusters Score -2853620 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2854246.750000 Penalty: 4975.223633
	Iteration 4F: 3 clusters Score -2854247 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2854969.750000 Penalty: 4975.223633
	Iteration 5F: 3 clusters Score -2854970 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2855812.250000 Penalty: 4975.223633
	Iteration 6F: 3 clusters Score -2855812 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2856625.000000 Penalty: 4975.223633
	Iteration 7F: 3 clusters Score -2856625 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2857455.250000 Penalty: 4975.223633
	Iteration 8F: 3 clusters Score -2857455 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2858302.000000 Penalty: 4975.223633
	Iteration 9Q: 3 clusters Score -2858302 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2859086.500000 Penalty: 4975.223633
	Iteration 10Q: 3 clusters Score -2859086 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2859602.500000 Penalty: 4975.223633
	Iteration 11Q: 3 clusters Score -2859602 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2859851.500000 Penalty: 4975.223633
	Iteration 12Q: 3 clusters Score -2859852 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2860009.250000 Penalty: 4975.223633
	Iteration 13Q: 3 clusters Score -2860009 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2860128.250000 Penalty: 4975.223633
	Iteration 14Q: 3 clusters Score -2860128 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2860216.000000 Penalty: 4975.223633
	Iteration 15Q: 3 clusters Score -2860216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2860296.000000 Penalty: 4975.223633
	Iteration 16Q: 3 clusters Score -2860296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2860360.750000 Penalty: 4975.223633
	Iteration 17Q: 3 clusters Score -2860361 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2860432.500000 Penalty: 4975.223633
	Iteration 18Q: 3 clusters Score -2860432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2860473.000000 Penalty: 4975.223633
	Iteration 19Q: 3 clusters Score -2860473 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2860502.250000 Penalty: 4975.223633
	Iteration 20F: 3 clusters Score -2860502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2860523.250000 Penalty: 4975.223633
	Iteration 21Q: 3 clusters Score -2860523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2860548.500000 Penalty: 4975.223633
	Iteration 22Q: 3 clusters Score -2860548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2860578.000000 Penalty: 4975.223633
	Iteration 23Q: 3 clusters Score -2860578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2860594.500000 Penalty: 4975.223633
	Iteration 24Q: 3 clusters Score -2860594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2860618.500000 Penalty: 4975.223633
	Iteration 25Q: 3 clusters Score -2860618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2860635.000000 Penalty: 4975.223633
	Iteration 26Q: 3 clusters Score -2860635 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2860660.250000 Penalty: 4975.223633
	Iteration 27Q: 3 clusters Score -2860660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2860707.000000 Penalty: 4975.223633
	Iteration 28Q: 3 clusters Score -2860707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2860738.250000 Penalty: 4975.223633
	Iteration 29Q: 3 clusters Score -2860738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2860753.250000 Penalty: 4975.223633
	Iteration 30Q: 3 clusters Score -2860753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2860769.000000 Penalty: 4975.223633
	Iteration 31Q: 3 clusters Score -2860769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2860781.000000 Penalty: 4975.223633
	Iteration 32Q: 3 clusters Score -2860781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2860797.000000 Penalty: 4975.223633
	Iteration 33Q: 3 clusters Score -2860797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2860803.500000 Penalty: 4975.223633
	Iteration 34Q: 3 clusters Score -2860804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2860801.500000 Penalty: 4975.223633
	Iteration 35Q: 3 clusters Score -2860802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2860811.750000 Penalty: 4975.223633
	Iteration 36Q: 3 clusters Score -2860812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2860824.500000 Penalty: 4975.223633
	Iteration 37Q: 3 clusters Score -2860824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2860834.500000 Penalty: 4975.223633
	Iteration 38Q: 3 clusters Score -2860834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2860846.250000 Penalty: 4975.223633
	Iteration 39Q: 3 clusters Score -2860846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2860849.500000 Penalty: 4975.223633
	Iteration 40F: 3 clusters Score -2860850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2860844.000000 Penalty: 4975.223633
	Iteration 41Q: 3 clusters Score -2860844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2860856.000000 Penalty: 4975.223633
	Iteration 42Q: 3 clusters Score -2860856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2860869.250000 Penalty: 4975.223633
	Iteration 43Q: 3 clusters Score -2860869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2860867.750000 Penalty: 4975.223633
	Iteration 44Q: 3 clusters Score -2860868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2860862.750000 Penalty: 4975.223633
	Iteration 45Q: 3 clusters Score -2860863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2860864.250000 Penalty: 4975.223633
	Iteration 46Q: 3 clusters Score -2860864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2860879.500000 Penalty: 4975.223633
	Iteration 47Q: 3 clusters Score -2860880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2860886.750000 Penalty: 4975.223633
	Iteration 48Q: 3 clusters Score -2860887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2860892.250000 Penalty: 4975.223633
	Iteration 49Q: 3 clusters Score -2860892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2860896.250000 Penalty: 4975.223633
	Iteration 50Q: 3 clusters Score -2860896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2860899.500000 Penalty: 4975.223633
	Iteration 51Q: 3 clusters Score -2860900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2860900.000000 Penalty: 4975.223633
	Iteration 52Q: 3 clusters Score -2860900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2860901.500000 Penalty: 4975.223633
	Iteration 53Q: 3 clusters Score -2860902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2860903.000000 Penalty: 4975.223633
	Iteration 54Q: 3 clusters Score -2860903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2860901.500000 Penalty: 4975.223633
	Iteration 55Q: 3 clusters Score -2860902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2860905.250000 Penalty: 4975.223633
	Iteration 56Q: 3 clusters Score -2860905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2860901.500000 Penalty: 4975.223633
	Iteration 57Q: 3 clusters Score -2860902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2860908.750000 Penalty: 4975.223633
	Iteration 58Q: 3 clusters Score -2860909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2860913.500000 Penalty: 4975.223633
	Iteration 59Q: 3 clusters Score -2860914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2860914.250000 Penalty: 4975.223633
	Iteration 60F: 3 clusters Score -2860914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2860909.750000 Penalty: 4975.223633
	Iteration 61Q: 3 clusters Score -2860910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2860909.750000 Penalty: 4975.223633
	Iteration 62F: 3 clusters Score -2860910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -222773.234375 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -222773.2 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 1001 members 
Entering Unmasked Estep 
Score: -220120.906250 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -220120.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -220674.406250 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -220674.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -220888.421875 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -220888.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -220994.125000 Penalty: 3766.563477
	Iteration 3F: 3 clusters Score -220994.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -221082.031250 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -221082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -221161.859375 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -221161.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -221232.406250 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -221232.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -221297.671875 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -221297.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221341.609375 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -221341.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -221372.968750 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -221373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -221399.343750 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -221399.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -221413.125000 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -221413.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -221423.265625 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -221423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -221429.406250 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -221429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -221434.000000 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -221434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221437.187500 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -221437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -221442.390625 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -221442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -221450.718750 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -221450.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221457.609375 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -221457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221458.484375 Penalty: 3766.563477
	Iteration 19Q: 3 clusters Score -221458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221458.484375 Penalty: 3766.563477
	Iteration 20F: 3 clusters Score -221458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (23569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Entering Unmasked Estep 
Score: -2991975.000000 Penalty: 2496.786621
	Iteration 0F: 2 clusters Score -2991975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2975576.500000 Penalty: 4993.573242
	Iteration 0F: 3 clusters Score -2975576 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2981320.000000 Penalty: 4993.573242
	Iteration 1F: 3 clusters Score -2981320 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2981766.000000 Penalty: 4993.573242
	Iteration 2F: 3 clusters Score -2981766 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2982181.750000 Penalty: 4993.573242
	Iteration 3Q: 3 clusters Score -2982182 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2982626.500000 Penalty: 4993.573242
	Iteration 4Q: 3 clusters Score -2982626 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2983107.000000 Penalty: 4993.573242
	Iteration 5Q: 3 clusters Score -2983107 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2983762.500000 Penalty: 4993.573242
	Iteration 6F: 3 clusters Score -2983762 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2984606.750000 Penalty: 4993.573242
	Iteration 7F: 3 clusters Score -2984607 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2985552.500000 Penalty: 4993.573242
	Iteration 8F: 3 clusters Score -2985552 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2986594.000000 Penalty: 4993.573242
	Iteration 9F: 3 clusters Score -2986594 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2987540.250000 Penalty: 4993.573242
	Iteration 10Q: 3 clusters Score -2987540 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2988268.000000 Penalty: 4993.573242
	Iteration 11Q: 3 clusters Score -2988268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2988792.000000 Penalty: 4993.573242
	Iteration 12Q: 3 clusters Score -2988792 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2989078.500000 Penalty: 4993.573242
	Iteration 13Q: 3 clusters Score -2989078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2989265.000000 Penalty: 4993.573242
	Iteration 14Q: 3 clusters Score -2989265 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2989365.750000 Penalty: 4993.573242
	Iteration 15Q: 3 clusters Score -2989366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2989434.000000 Penalty: 4993.573242
	Iteration 16Q: 3 clusters Score -2989434 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2989483.000000 Penalty: 4993.573242
	Iteration 17Q: 3 clusters Score -2989483 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2989509.500000 Penalty: 4993.573242
	Iteration 18Q: 3 clusters Score -2989510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2989522.000000 Penalty: 4993.573242
	Iteration 19Q: 3 clusters Score -2989522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2989541.500000 Penalty: 4993.573242
	Iteration 20F: 3 clusters Score -2989542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2989559.500000 Penalty: 4993.573242
	Iteration 21Q: 3 clusters Score -2989560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2989564.000000 Penalty: 4993.573242
	Iteration 22Q: 3 clusters Score -2989564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2989566.750000 Penalty: 4993.573242
	Iteration 23Q: 3 clusters Score -2989567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2989565.250000 Penalty: 4993.573242
	Iteration 24Q: 3 clusters Score -2989565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2989567.750000 Penalty: 4993.573242
	Iteration 25Q: 3 clusters Score -2989568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2989573.000000 Penalty: 4993.573242
	Iteration 26Q: 3 clusters Score -2989573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2989581.250000 Penalty: 4993.573242
	Iteration 27Q: 3 clusters Score -2989581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2989593.500000 Penalty: 4993.573242
	Iteration 28Q: 3 clusters Score -2989594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2989590.750000 Penalty: 4993.573242
	Iteration 29Q: 3 clusters Score -2989591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2989603.750000 Penalty: 4993.573242
	Iteration 30Q: 3 clusters Score -2989604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2989609.000000 Penalty: 4993.573242
	Iteration 31Q: 3 clusters Score -2989609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2989613.250000 Penalty: 4993.573242
	Iteration 32Q: 3 clusters Score -2989613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2989620.000000 Penalty: 4993.573242
	Iteration 33Q: 3 clusters Score -2989620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2989620.000000 Penalty: 4993.573242
	Iteration 34Q: 3 clusters Score -2989620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2989630.000000 Penalty: 4993.573242
	Iteration 35Q: 3 clusters Score -2989630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2989634.000000 Penalty: 4993.573242
	Iteration 36Q: 3 clusters Score -2989634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2989633.750000 Penalty: 4993.573242
	Iteration 37Q: 3 clusters Score -2989634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2989633.250000 Penalty: 4993.573242
	Iteration 38Q: 3 clusters Score -2989633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2989631.750000 Penalty: 4993.573242
	Iteration 39Q: 3 clusters Score -2989632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2989634.250000 Penalty: 4993.573242
	Iteration 40F: 3 clusters Score -2989634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2989641.500000 Penalty: 4993.573242
	Iteration 41Q: 3 clusters Score -2989642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2989641.750000 Penalty: 4993.573242
	Iteration 42Q: 3 clusters Score -2989642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2989643.000000 Penalty: 4993.573242
	Iteration 43Q: 3 clusters Score -2989643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2989641.750000 Penalty: 4993.573242
	Iteration 44Q: 3 clusters Score -2989642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2989640.250000 Penalty: 4993.573242
	Iteration 45Q: 3 clusters Score -2989640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2989643.500000 Penalty: 4993.573242
	Iteration 46Q: 3 clusters Score -2989644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2989646.000000 Penalty: 4993.573242
	Iteration 47Q: 3 clusters Score -2989646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2989641.750000 Penalty: 4993.573242
	Iteration 48Q: 3 clusters Score -2989642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2989649.250000 Penalty: 4993.573242
	Iteration 49Q: 3 clusters Score -2989649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2989648.250000 Penalty: 4993.573242
	Iteration 50Q: 3 clusters Score -2989648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2989649.250000 Penalty: 4993.573242
	Iteration 51Q: 3 clusters Score -2989649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2989648.500000 Penalty: 4993.573242
	Iteration 52Q: 3 clusters Score -2989648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2989652.500000 Penalty: 4993.573242
	Iteration 53Q: 3 clusters Score -2989652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2989657.500000 Penalty: 4993.573242
	Iteration 54Q: 3 clusters Score -2989658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2989662.750000 Penalty: 4993.573242
	Iteration 55Q: 3 clusters Score -2989663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2989664.750000 Penalty: 4993.573242
	Iteration 56Q: 3 clusters Score -2989665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2989668.250000 Penalty: 4993.573242
	Iteration 57Q: 3 clusters Score -2989668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2989668.000000 Penalty: 4993.573242
	Iteration 58Q: 3 clusters Score -2989668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2989671.000000 Penalty: 4993.573242
	Iteration 59Q: 3 clusters Score -2989671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2989671.000000 Penalty: 4993.573242
	Iteration 60F: 3 clusters Score -2989671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37372.589844 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37372.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36194.062500 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36194.06 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37115.863281 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -37115.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -37546.113281 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -37546.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -37878.160156 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -37878.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -38091.519531 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -38091.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38174.066406 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -38174.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -38189.382812 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -38189.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -38189.382812 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -38189.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28287 members 
Mstep: Class 13 contains 39113 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61585 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 374947 members 
Mstep: Class 22 contains 61434 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16737 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29478 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17934 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23569 members 
Mstep: Class 46 contains 276 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 87 members 
Entering Unmasked Estep 
Score: -142006672.000000 Penalty: 173266.296875
Splitting cluster 46 changes total score from -142007744.000000 to -142006672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -717025.000000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -717025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -711917.687500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -711917.7 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -713178.375000 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -713178.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -713461.750000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -713461.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -713748.000000 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -713748 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -714051.125000 Penalty: 4308.217773
	Iteration 4F: 3 clusters Score -714051.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -714363.687500 Penalty: 4308.217773
	Iteration 5F: 3 clusters Score -714363.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -714673.500000 Penalty: 4308.217773
	Iteration 6F: 3 clusters Score -714673.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -714969.875000 Penalty: 4308.217773
	Iteration 7F: 3 clusters Score -714969.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -715152.750000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -715152.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -715270.312500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -715270.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -715343.125000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -715343.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -715386.125000 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -715386.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -715409.937500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -715409.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -715426.437500 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -715426.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -715435.312500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -715435.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -715441.062500 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -715441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -715445.937500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -715445.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -715451.187500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -715451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -715455.875000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -715455.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -715462.312500 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -715462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -715463.687500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -715463.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -715468.687500 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -715468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -715469.937500 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -715469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -715473.750000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -715473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -715476.500000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -715476.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -715479.250000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -715479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -715482.312500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -715482.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -715485.375000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -715485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -715485.312500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -715485.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -715487.562500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -715487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -715488.250000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -715488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -715489.250000 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -715489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -715489.750000 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -715489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -715489.687500 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -715489.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -715491.125000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -715491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -715491.812500 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -715491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -715491.812500 Penalty: 4308.217773
	Iteration 36F: 3 clusters Score -715491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -26252.201172 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -26252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25056.310547 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -25056.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25228.222656 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -25228.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25291.347656 Penalty: 2808.828369
	Iteration 2Q: 3 clusters Score -25291.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25330.767578 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -25330.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25372.052734 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -25372.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25408.402344 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -25408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25431.857422 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -25431.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25455.427734 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -25455.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25470.398438 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -25470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25482.980469 Penalty: 2808.828369
	Iteration 9Q: 3 clusters Score -25482.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25491.673828 Penalty: 2808.828369
	Iteration 10Q: 3 clusters Score -25491.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25505.701172 Penalty: 2808.828369
	Iteration 11Q: 3 clusters Score -25505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25505.701172 Penalty: 2808.828369
	Iteration 12F: 3 clusters Score -25505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -150276.093750 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -150276.1 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 652 members 
Entering Unmasked Estep 
Score: -148121.671875 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -148121.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -148420.359375 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -148420.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148516.859375 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -148516.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148592.031250 Penalty: 3564.327637
	Iteration 3Q: 3 clusters Score -148592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -148644.609375 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -148644.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -148678.296875 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -148678.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -148699.421875 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -148699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148707.828125 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -148707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148716.218750 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -148716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148720.406250 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -148720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -148723.140625 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -148723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -148725.781250 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -148725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -148727.203125 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -148727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -148727.203125 Penalty: 3564.327637
	Iteration 13F: 3 clusters Score -148727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 38910 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28287 members 
Mstep: Class 13 contains 39113 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26589 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 61585 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 374947 members 
Mstep: Class 22 contains 61434 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16737 members 
Mstep: Class 26 contains 12252 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29478 members 
Mstep: Class 30 contains 51404 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17934 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23569 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 169800.968750
Iteration 199Q: 50 clusters Score -1.420078e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16448 members 
Mstep: Class 5 contains 38883 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28266 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26587 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 61606 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158686 members 
Mstep: Class 21 contains 374954 members 
Mstep: Class 22 contains 61426 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16753 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29476 members 
Mstep: Class 30 contains 51402 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10359 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29201 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17948 members 
Mstep: Class 43 contains 22710 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 23578 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5920 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 169800.968750
Iteration 200F: 50 clusters Score -1.420077e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 38850 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 14321 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 28241 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26584 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 61628 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158688 members 
Mstep: Class 21 contains 374967 members 
Mstep: Class 22 contains 61412 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16773 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29474 members 
Mstep: Class 30 contains 51400 members 
Mstep: Class 31 contains 6433 members 
Mstep: Class 32 contains 10360 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17959 members 
Mstep: Class 43 contains 22707 members 
Mstep: Class 44 contains 1987 members 
Mstep: Class 45 contains 23587 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5920 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 169800.968750
Iteration 201Q: 50 clusters Score -1.420077e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 5 contains 38838 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 14319 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28220 members 
Mstep: Class 13 contains 39115 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26581 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 61648 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158699 members 
Mstep: Class 21 contains 374968 members 
Mstep: Class 22 contains 61399 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16781 members 
Mstep: Class 26 contains 12247 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29471 members 
Mstep: Class 30 contains 51401 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 10362 members 
Mstep: Class 33 contains 6120 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29200 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17972 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23596 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5920 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 169800.968750
Iteration 202Q: 50 clusters Score -1.420078e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16440 members 
Mstep: Class 5 contains 38818 members 
Mstep: Class 6 contains 35196 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 14318 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28201 members 
Mstep: Class 13 contains 39114 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26582 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 61664 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158701 members 
Mstep: Class 21 contains 374970 members 
Mstep: Class 22 contains 61391 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16792 members 
Mstep: Class 26 contains 12246 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29474 members 
Mstep: Class 30 contains 51399 members 
Mstep: Class 31 contains 6435 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6118 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29198 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17983 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23599 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5920 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007712.000000 Penalty: 169800.968750
Iteration 203Q: 50 clusters Score -1.420077e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16439 members 
Mstep: Class 5 contains 38805 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 14315 members 
Mstep: Class 10 contains 11171 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28180 members 
Mstep: Class 13 contains 39112 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26583 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 61673 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158702 members 
Mstep: Class 21 contains 374973 members 
Mstep: Class 22 contains 61383 members 
Mstep: Class 23 contains 12107 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16803 members 
Mstep: Class 26 contains 12247 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29471 members 
Mstep: Class 30 contains 51394 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 29200 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 17992 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23602 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5919 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 204Q: 50 clusters Score -1.420078e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 5 contains 38794 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 14315 members 
Mstep: Class 10 contains 11171 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 39112 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 61682 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158699 members 
Mstep: Class 21 contains 374992 members 
Mstep: Class 22 contains 61366 members 
Mstep: Class 23 contains 12110 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16822 members 
Mstep: Class 26 contains 12244 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29465 members 
Mstep: Class 30 contains 51392 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 29200 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18004 members 
Mstep: Class 43 contains 22705 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23609 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5918 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 169800.968750
Iteration 205Q: 50 clusters Score -1.420079e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 38783 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 14315 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28143 members 
Mstep: Class 13 contains 39111 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61687 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158698 members 
Mstep: Class 21 contains 375013 members 
Mstep: Class 22 contains 61341 members 
Mstep: Class 23 contains 12111 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 12241 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29464 members 
Mstep: Class 30 contains 51392 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 29201 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18013 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23615 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5918 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 206Q: 50 clusters Score -1.420078e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 35210 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 14313 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28134 members 
Mstep: Class 13 contains 39111 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61686 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158706 members 
Mstep: Class 21 contains 375041 members 
Mstep: Class 22 contains 61316 members 
Mstep: Class 23 contains 12112 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16846 members 
Mstep: Class 26 contains 12237 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29467 members 
Mstep: Class 30 contains 51392 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 29200 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18022 members 
Mstep: Class 43 contains 22703 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23623 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5918 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 169800.968750
Iteration 207Q: 50 clusters Score -1.420078e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16429 members 
Mstep: Class 5 contains 38742 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6281 members 
Mstep: Class 9 contains 14313 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 28122 members 
Mstep: Class 13 contains 39111 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61694 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158707 members 
Mstep: Class 21 contains 375051 members 
Mstep: Class 22 contains 61302 members 
Mstep: Class 23 contains 12114 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16855 members 
Mstep: Class 26 contains 12236 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29471 members 
Mstep: Class 30 contains 51391 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6111 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18030 members 
Mstep: Class 43 contains 22703 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23632 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 208Q: 50 clusters Score -1.420078e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16427 members 
Mstep: Class 5 contains 38731 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6281 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28108 members 
Mstep: Class 13 contains 39110 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61699 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158709 members 
Mstep: Class 21 contains 375057 members 
Mstep: Class 22 contains 61292 members 
Mstep: Class 23 contains 12118 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16863 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29467 members 
Mstep: Class 30 contains 51389 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6110 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18044 members 
Mstep: Class 43 contains 22702 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23643 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 169800.968750
Iteration 209Q: 50 clusters Score -1.420078e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 38718 members 
Mstep: Class 6 contains 35211 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6285 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28094 members 
Mstep: Class 13 contains 39107 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61706 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158711 members 
Mstep: Class 21 contains 375064 members 
Mstep: Class 22 contains 61280 members 
Mstep: Class 23 contains 12120 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16870 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29465 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18050 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23655 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 210Q: 50 clusters Score -1.420078e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16418 members 
Mstep: Class 5 contains 38705 members 
Mstep: Class 6 contains 35215 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 11167 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28075 members 
Mstep: Class 13 contains 39104 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61713 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158712 members 
Mstep: Class 21 contains 375068 members 
Mstep: Class 22 contains 61270 members 
Mstep: Class 23 contains 12121 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16876 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29460 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10364 members 
Mstep: Class 33 contains 6108 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 29196 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18064 members 
Mstep: Class 43 contains 22709 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23665 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007712.000000 Penalty: 169800.968750
Iteration 211Q: 50 clusters Score -1.420077e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16414 members 
Mstep: Class 5 contains 38688 members 
Mstep: Class 6 contains 35219 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6288 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 11166 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28064 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61719 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158713 members 
Mstep: Class 21 contains 375081 members 
Mstep: Class 22 contains 61261 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16881 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29457 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6107 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 29194 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18071 members 
Mstep: Class 43 contains 22708 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23673 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 212Q: 50 clusters Score -1.420078e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16412 members 
Mstep: Class 5 contains 38678 members 
Mstep: Class 6 contains 35218 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28059 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61729 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158716 members 
Mstep: Class 21 contains 375083 members 
Mstep: Class 22 contains 61255 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16883 members 
Mstep: Class 26 contains 12236 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29454 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10366 members 
Mstep: Class 33 contains 6103 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 29192 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18079 members 
Mstep: Class 43 contains 22708 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23680 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007648.000000 Penalty: 169800.968750
Iteration 213Q: 50 clusters Score -1.420076e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 38671 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28056 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61730 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158711 members 
Mstep: Class 21 contains 375089 members 
Mstep: Class 22 contains 61251 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16888 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29454 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10368 members 
Mstep: Class 33 contains 6099 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29191 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18083 members 
Mstep: Class 43 contains 22708 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23690 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007664.000000 Penalty: 169800.968750
Iteration 214Q: 50 clusters Score -1.420077e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 38669 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28054 members 
Mstep: Class 13 contains 39096 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61732 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158711 members 
Mstep: Class 21 contains 375094 members 
Mstep: Class 22 contains 61240 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16894 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29452 members 
Mstep: Class 30 contains 51391 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10368 members 
Mstep: Class 33 contains 6097 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18087 members 
Mstep: Class 43 contains 22708 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23696 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 215Q: 50 clusters Score -1.420078e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38668 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28051 members 
Mstep: Class 13 contains 39095 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61735 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158713 members 
Mstep: Class 21 contains 375105 members 
Mstep: Class 22 contains 61225 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16900 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29443 members 
Mstep: Class 30 contains 51391 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10368 members 
Mstep: Class 33 contains 6095 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18094 members 
Mstep: Class 43 contains 22706 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23702 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 169800.968750
Iteration 216Q: 50 clusters Score -1.420077e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38669 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28047 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61737 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158713 members 
Mstep: Class 21 contains 375106 members 
Mstep: Class 22 contains 61214 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16907 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29442 members 
Mstep: Class 30 contains 51391 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6094 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18097 members 
Mstep: Class 43 contains 22703 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23707 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 217Q: 50 clusters Score -1.420078e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38666 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28044 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61738 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158710 members 
Mstep: Class 21 contains 375115 members 
Mstep: Class 22 contains 61206 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16913 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29438 members 
Mstep: Class 30 contains 51390 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6092 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18101 members 
Mstep: Class 43 contains 22703 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23710 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007712.000000 Penalty: 169800.968750
Iteration 218Q: 50 clusters Score -1.420077e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28044 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61741 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158709 members 
Mstep: Class 21 contains 375124 members 
Mstep: Class 22 contains 61201 members 
Mstep: Class 23 contains 12123 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16917 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29436 members 
Mstep: Class 30 contains 51389 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6090 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18103 members 
Mstep: Class 43 contains 22699 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23713 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007664.000000 Penalty: 169800.968750
Iteration 219Q: 50 clusters Score -1.420077e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38657 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61743 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158703 members 
Mstep: Class 21 contains 375130 members 
Mstep: Class 22 contains 61192 members 
Mstep: Class 23 contains 12125 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16923 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29433 members 
Mstep: Class 30 contains 51388 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6089 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29196 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18106 members 
Mstep: Class 43 contains 22698 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23718 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 169800.968750
Iteration 220F: 50 clusters Score -1.420077e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38651 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28042 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61743 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158703 members 
Mstep: Class 21 contains 375136 members 
Mstep: Class 22 contains 61188 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16925 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29434 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6087 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18107 members 
Mstep: Class 43 contains 22699 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23721 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007824.000000 Penalty: 169800.968750
Iteration 221Q: 50 clusters Score -1.420078e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38643 members 
Mstep: Class 6 contains 35215 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 11164 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61745 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 375146 members 
Mstep: Class 22 contains 61181 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29430 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6084 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18110 members 
Mstep: Class 43 contains 22700 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23723 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 169800.968750
Iteration 222Q: 50 clusters Score -1.420078e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38638 members 
Mstep: Class 6 contains 35215 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28042 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61745 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158701 members 
Mstep: Class 21 contains 375148 members 
Mstep: Class 22 contains 61179 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16933 members 
Mstep: Class 26 contains 12234 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29429 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6081 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18113 members 
Mstep: Class 43 contains 22700 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23725 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 223Q: 50 clusters Score -1.420078e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38631 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6294 members 
Mstep: Class 9 contains 14310 members 
Mstep: Class 10 contains 11162 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28040 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61746 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158700 members 
Mstep: Class 21 contains 375151 members 
Mstep: Class 22 contains 61174 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16938 members 
Mstep: Class 26 contains 12233 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29427 members 
Mstep: Class 30 contains 51388 members 
Mstep: Class 31 contains 6436 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6080 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6812 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18117 members 
Mstep: Class 43 contains 22700 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23732 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007856.000000 Penalty: 169800.968750
Iteration 224Q: 50 clusters Score -1.420079e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38622 members 
Mstep: Class 6 contains 35214 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6299 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28040 members 
Mstep: Class 13 contains 39095 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26577 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 61744 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158697 members 
Mstep: Class 21 contains 375156 members 
Mstep: Class 22 contains 61167 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16944 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29426 members 
Mstep: Class 30 contains 51388 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6077 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29194 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18120 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23740 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5917 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 169800.968750
Iteration 225Q: 50 clusters Score -1.420079e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38607 members 
Mstep: Class 6 contains 35211 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6306 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28040 members 
Mstep: Class 13 contains 39096 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 61745 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 158697 members 
Mstep: Class 21 contains 375160 members 
Mstep: Class 22 contains 61164 members 
Mstep: Class 23 contains 12126 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16948 members 
Mstep: Class 26 contains 12228 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29426 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 10366 members 
Mstep: Class 33 contains 6072 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 29196 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18124 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23749 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5916 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007824.000000 Penalty: 169800.968750
Iteration 226Q: 50 clusters Score -1.420078e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38596 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6309 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28039 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61748 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 158699 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61154 members 
Mstep: Class 23 contains 12125 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16957 members 
Mstep: Class 26 contains 12225 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29426 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6437 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6070 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6812 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18127 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23751 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007648.000000 Penalty: 169800.968750
Iteration 227Q: 50 clusters Score -1.420076e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38577 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6311 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 10 contains 11153 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28039 members 
Mstep: Class 13 contains 39102 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 26581 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 61754 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 158697 members 
Mstep: Class 21 contains 375178 members 
Mstep: Class 22 contains 61150 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16966 members 
Mstep: Class 26 contains 12221 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29424 members 
Mstep: Class 30 contains 51389 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6069 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 29194 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18128 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23752 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007696.000000 Penalty: 169800.968750
Iteration 228Q: 50 clusters Score -1.420077e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6319 members 
Mstep: Class 9 contains 14308 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 26582 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61757 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 158687 members 
Mstep: Class 21 contains 375188 members 
Mstep: Class 22 contains 61147 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 12215 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29421 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6068 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 29192 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18131 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23757 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007696.000000 Penalty: 169800.968750
Iteration 229Q: 50 clusters Score -1.420077e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38550 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6327 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 7533 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61765 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 158683 members 
Mstep: Class 21 contains 375187 members 
Mstep: Class 22 contains 61142 members 
Mstep: Class 23 contains 12125 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16974 members 
Mstep: Class 26 contains 12214 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29422 members 
Mstep: Class 30 contains 51388 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6068 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29194 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18136 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23760 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 169800.968750
Iteration 230Q: 50 clusters Score -1.420077e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38533 members 
Mstep: Class 6 contains 35201 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 28043 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 7533 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61778 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 158687 members 
Mstep: Class 21 contains 375185 members 
Mstep: Class 22 contains 61137 members 
Mstep: Class 23 contains 12125 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16971 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29425 members 
Mstep: Class 30 contains 51388 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6068 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 29195 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18138 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23764 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 169800.968750
Iteration 231Q: 50 clusters Score -1.420078e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38526 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6340 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28042 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 7534 members 
Mstep: Class 15 contains 26579 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61781 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 158686 members 
Mstep: Class 21 contains 375182 members 
Mstep: Class 22 contains 61133 members 
Mstep: Class 23 contains 12125 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16972 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29424 members 
Mstep: Class 30 contains 51386 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6068 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 29197 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18145 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23769 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5910 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007824.000000 Penalty: 169800.968750
Iteration 232Q: 50 clusters Score -1.420078e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 38512 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28040 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 7534 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61784 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 158688 members 
Mstep: Class 21 contains 375184 members 
Mstep: Class 22 contains 61130 members 
Mstep: Class 23 contains 12127 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29422 members 
Mstep: Class 30 contains 51383 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 29196 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18159 members 
Mstep: Class 43 contains 22702 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23772 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5910 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 169800.968750
Iteration 233Q: 50 clusters Score -1.420078e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38500 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11138 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28037 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 61784 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 158686 members 
Mstep: Class 21 contains 375192 members 
Mstep: Class 22 contains 61123 members 
Mstep: Class 23 contains 12129 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16979 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29419 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 29198 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18172 members 
Mstep: Class 43 contains 22701 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23776 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5911 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 169800.968750
Iteration 234Q: 50 clusters Score -1.420077e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38489 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6356 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28038 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 61781 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 158680 members 
Mstep: Class 21 contains 375194 members 
Mstep: Class 22 contains 61118 members 
Mstep: Class 23 contains 12131 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16986 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29419 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29198 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18176 members 
Mstep: Class 43 contains 22702 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23780 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 169800.968750
Iteration 235Q: 50 clusters Score -1.420077e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38477 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28034 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 61781 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 158678 members 
Mstep: Class 21 contains 375195 members 
Mstep: Class 22 contains 61115 members 
Mstep: Class 23 contains 12131 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 16994 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29417 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 29198 members 
Mstep: Class 40 contains 739 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18179 members 
Mstep: Class 43 contains 22704 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23786 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 169800.968750
Iteration 236Q: 50 clusters Score -1.420077e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38456 members 
Mstep: Class 6 contains 35200 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6351 members 
Mstep: Class 9 contains 14307 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28032 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 61780 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 158674 members 
Mstep: Class 21 contains 375198 members 
Mstep: Class 22 contains 61113 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17006 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29417 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18182 members 
Mstep: Class 43 contains 22705 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23788 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 169800.968750
Iteration 237Q: 50 clusters Score -1.420077e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38443 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28027 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 61781 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158675 members 
Mstep: Class 21 contains 375195 members 
Mstep: Class 22 contains 61108 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17013 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29417 members 
Mstep: Class 30 contains 51382 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29200 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18189 members 
Mstep: Class 43 contains 22707 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23790 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 169800.968750
Iteration 238Q: 50 clusters Score -1.420078e+08 nChanged 70
Entering ConstructFrom: 
Score: -142007760.000000 Penalty: 169800.968750
Entering ConstructFrom: 
Trying to split cluster 1 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -59268.187500 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -59268.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57760.234375 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -57760.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58009.503906 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -58009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58108.144531 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -58108.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58151.863281 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -58151.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58185.964844 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -58185.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58249.804688 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -58249.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58304.871094 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -58304.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58339.210938 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -58339.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58358.542969 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -58358.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58378.957031 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -58378.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58394.914062 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -58394.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58401.816406 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -58401.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58406.414062 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -58406.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58407.515625 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -58407.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58411.894531 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -58411.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58417.492188 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -58417.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58417.492188 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -58417.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25673.511719 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25673.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24601.646484 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24601.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24716.882812 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24716.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24766.251953 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24766.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24803.667969 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24803.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24817.679688 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24817.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24817.679688 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -24817.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -289100.187500 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -289100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286285.031250 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -286285 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -286771.156250 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -286771.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286897.375000 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -286897.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286965.093750 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -286965.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287004.718750 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -287004.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -287035.906250 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -287035.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -287058.625000 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -287058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -287077.343750 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -287077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287092.906250 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -287092.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -287104.937500 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -287104.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -287115.687500 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -287115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -287122.375000 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -287122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -287128.781250 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -287128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -287132.218750 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -287132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -287139.000000 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -287139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287151.062500 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -287151.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -287157.875000 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -287157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287163.968750 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -287164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -287169.062500 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -287169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287174.281250 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -287174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287179.375000 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -287179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -287182.312500 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -287182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -287187.406250 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -287187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287190.187500 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -287190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -287192.187500 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -287192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -287193.781250 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -287193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287197.125000 Penalty: 3843.877686
	Iteration 26Q: 3 clusters Score -287197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -287200.000000 Penalty: 3843.877686
	Iteration 27Q: 3 clusters Score -287200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -287204.625000 Penalty: 3843.877686
	Iteration 28Q: 3 clusters Score -287204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -287208.937500 Penalty: 3843.877686
	Iteration 29Q: 3 clusters Score -287208.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -287213.187500 Penalty: 3843.877686
	Iteration 30Q: 3 clusters Score -287213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287216.875000 Penalty: 3843.877686
	Iteration 31Q: 3 clusters Score -287216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287220.000000 Penalty: 3843.877686
	Iteration 32Q: 3 clusters Score -287220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287222.937500 Penalty: 3843.877686
	Iteration 33Q: 3 clusters Score -287222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287223.937500 Penalty: 3843.877686
	Iteration 34Q: 3 clusters Score -287223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287225.062500 Penalty: 3843.877686
	Iteration 35Q: 3 clusters Score -287225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287225.062500 Penalty: 3843.877686
	Iteration 36F: 3 clusters Score -287225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Entering Unmasked Estep 
Score: -2088277.250000 Penalty: 2406.924561
	Iteration 0F: 2 clusters Score -2088277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2076482.250000 Penalty: 4813.849121
	Iteration 0F: 3 clusters Score -2076482 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2080270.875000 Penalty: 4813.849121
	Iteration 1F: 3 clusters Score -2080271 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2080681.625000 Penalty: 4813.849121
	Iteration 2F: 3 clusters Score -2080682 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2081044.000000 Penalty: 4813.849121
	Iteration 3F: 3 clusters Score -2081044 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2081350.500000 Penalty: 4813.849121
	Iteration 4Q: 3 clusters Score -2081350 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2081679.875000 Penalty: 4813.849121
	Iteration 5Q: 3 clusters Score -2081680 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2082056.625000 Penalty: 4813.849121
	Iteration 6Q: 3 clusters Score -2082057 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2082511.000000 Penalty: 4813.849121
	Iteration 7Q: 3 clusters Score -2082511 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2083070.625000 Penalty: 4813.849121
	Iteration 8F: 3 clusters Score -2083071 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2083732.750000 Penalty: 4813.849121
	Iteration 9F: 3 clusters Score -2083733 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2084402.250000 Penalty: 4813.849121
	Iteration 10F: 3 clusters Score -2084402 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2084948.875000 Penalty: 4813.849121
	Iteration 11Q: 3 clusters Score -2084949 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2085327.625000 Penalty: 4813.849121
	Iteration 12Q: 3 clusters Score -2085328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2085533.375000 Penalty: 4813.849121
	Iteration 13Q: 3 clusters Score -2085533 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2085682.375000 Penalty: 4813.849121
	Iteration 14Q: 3 clusters Score -2085682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2085777.500000 Penalty: 4813.849121
	Iteration 15Q: 3 clusters Score -2085778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2085843.875000 Penalty: 4813.849121
	Iteration 16Q: 3 clusters Score -2085844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2085887.750000 Penalty: 4813.849121
	Iteration 17Q: 3 clusters Score -2085888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2085934.750000 Penalty: 4813.849121
	Iteration 18Q: 3 clusters Score -2085935 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2085988.250000 Penalty: 4813.849121
	Iteration 19Q: 3 clusters Score -2085988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2086036.500000 Penalty: 4813.849121
	Iteration 20F: 3 clusters Score -2086036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2086080.500000 Penalty: 4813.849121
	Iteration 21Q: 3 clusters Score -2086080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2086100.000000 Penalty: 4813.849121
	Iteration 22Q: 3 clusters Score -2086100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2086120.250000 Penalty: 4813.849121
	Iteration 23Q: 3 clusters Score -2086120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2086146.625000 Penalty: 4813.849121
	Iteration 24Q: 3 clusters Score -2086147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2086160.625000 Penalty: 4813.849121
	Iteration 25Q: 3 clusters Score -2086161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2086158.000000 Penalty: 4813.849121
	Iteration 26Q: 3 clusters Score -2086158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2086168.000000 Penalty: 4813.849121
	Iteration 27Q: 3 clusters Score -2086168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2086176.375000 Penalty: 4813.849121
	Iteration 28Q: 3 clusters Score -2086176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2086185.875000 Penalty: 4813.849121
	Iteration 29Q: 3 clusters Score -2086186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2086190.125000 Penalty: 4813.849121
	Iteration 30Q: 3 clusters Score -2086190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2086191.250000 Penalty: 4813.849121
	Iteration 31Q: 3 clusters Score -2086191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2086197.750000 Penalty: 4813.849121
	Iteration 32Q: 3 clusters Score -2086198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2086206.875000 Penalty: 4813.849121
	Iteration 33Q: 3 clusters Score -2086207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2086215.750000 Penalty: 4813.849121
	Iteration 34Q: 3 clusters Score -2086216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2086222.000000 Penalty: 4813.849121
	Iteration 35Q: 3 clusters Score -2086222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2086225.250000 Penalty: 4813.849121
	Iteration 36Q: 3 clusters Score -2086225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2086236.375000 Penalty: 4813.849121
	Iteration 37Q: 3 clusters Score -2086236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2086236.375000 Penalty: 4813.849121
	Iteration 38Q: 3 clusters Score -2086236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2086240.875000 Penalty: 4813.849121
	Iteration 39Q: 3 clusters Score -2086241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2086240.375000 Penalty: 4813.849121
	Iteration 40F: 3 clusters Score -2086240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2086240.125000 Penalty: 4813.849121
	Iteration 41Q: 3 clusters Score -2086240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2086239.875000 Penalty: 4813.849121
	Iteration 42Q: 3 clusters Score -2086240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2086238.875000 Penalty: 4813.849121
	Iteration 43Q: 3 clusters Score -2086239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2086242.125000 Penalty: 4813.849121
	Iteration 44Q: 3 clusters Score -2086242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2086246.375000 Penalty: 4813.849121
	Iteration 45Q: 3 clusters Score -2086246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2086250.625000 Penalty: 4813.849121
	Iteration 46Q: 3 clusters Score -2086251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2086258.000000 Penalty: 4813.849121
	Iteration 47Q: 3 clusters Score -2086258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2086259.625000 Penalty: 4813.849121
	Iteration 48Q: 3 clusters Score -2086260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2086262.125000 Penalty: 4813.849121
	Iteration 49Q: 3 clusters Score -2086262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2086265.750000 Penalty: 4813.849121
	Iteration 50Q: 3 clusters Score -2086266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2086273.000000 Penalty: 4813.849121
	Iteration 51Q: 3 clusters Score -2086273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2086270.250000 Penalty: 4813.849121
	Iteration 52Q: 3 clusters Score -2086270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2086277.125000 Penalty: 4813.849121
	Iteration 53Q: 3 clusters Score -2086277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2086282.500000 Penalty: 4813.849121
	Iteration 54Q: 3 clusters Score -2086282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2086285.625000 Penalty: 4813.849121
	Iteration 55Q: 3 clusters Score -2086286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2086285.625000 Penalty: 4813.849121
	Iteration 56Q: 3 clusters Score -2086286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2086290.250000 Penalty: 4813.849121
	Iteration 57Q: 3 clusters Score -2086290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2086287.625000 Penalty: 4813.849121
	Iteration 58Q: 3 clusters Score -2086288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2086295.000000 Penalty: 4813.849121
	Iteration 59Q: 3 clusters Score -2086295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2086298.125000 Penalty: 4813.849121
	Iteration 60F: 3 clusters Score -2086298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2086302.625000 Penalty: 4813.849121
	Iteration 61Q: 3 clusters Score -2086303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2086303.625000 Penalty: 4813.849121
	Iteration 62Q: 3 clusters Score -2086304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2086302.875000 Penalty: 4813.849121
	Iteration 63Q: 3 clusters Score -2086303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2086306.125000 Penalty: 4813.849121
	Iteration 64Q: 3 clusters Score -2086306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2086305.500000 Penalty: 4813.849121
	Iteration 65Q: 3 clusters Score -2086306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2086312.375000 Penalty: 4813.849121
	Iteration 66Q: 3 clusters Score -2086312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2086316.125000 Penalty: 4813.849121
	Iteration 67Q: 3 clusters Score -2086316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2086318.250000 Penalty: 4813.849121
	Iteration 68Q: 3 clusters Score -2086318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2086322.750000 Penalty: 4813.849121
	Iteration 69Q: 3 clusters Score -2086323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2086327.250000 Penalty: 4813.849121
	Iteration 70Q: 3 clusters Score -2086327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2086331.250000 Penalty: 4813.849121
	Iteration 71Q: 3 clusters Score -2086331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2086337.500000 Penalty: 4813.849121
	Iteration 72Q: 3 clusters Score -2086338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2086337.875000 Penalty: 4813.849121
	Iteration 73Q: 3 clusters Score -2086338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2086346.375000 Penalty: 4813.849121
	Iteration 74Q: 3 clusters Score -2086346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2086349.750000 Penalty: 4813.849121
	Iteration 75Q: 3 clusters Score -2086350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2086349.375000 Penalty: 4813.849121
	Iteration 76Q: 3 clusters Score -2086349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2086351.375000 Penalty: 4813.849121
	Iteration 77Q: 3 clusters Score -2086351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2086352.875000 Penalty: 4813.849121
	Iteration 78Q: 3 clusters Score -2086353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2086359.125000 Penalty: 4813.849121
	Iteration 79Q: 3 clusters Score -2086359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2086360.250000 Penalty: 4813.849121
	Iteration 80F: 3 clusters Score -2086360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2086364.875000 Penalty: 4813.849121
	Iteration 81Q: 3 clusters Score -2086365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2086363.000000 Penalty: 4813.849121
	Iteration 82Q: 3 clusters Score -2086363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2086368.875000 Penalty: 4813.849121
	Iteration 83Q: 3 clusters Score -2086369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2086370.000000 Penalty: 4813.849121
	Iteration 84Q: 3 clusters Score -2086370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2086376.000000 Penalty: 4813.849121
	Iteration 85Q: 3 clusters Score -2086376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2086384.375000 Penalty: 4813.849121
	Iteration 86Q: 3 clusters Score -2086384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2086388.500000 Penalty: 4813.849121
	Iteration 87Q: 3 clusters Score -2086388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2086391.250000 Penalty: 4813.849121
	Iteration 88Q: 3 clusters Score -2086391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2086392.625000 Penalty: 4813.849121
	Iteration 89Q: 3 clusters Score -2086393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2086396.875000 Penalty: 4813.849121
	Iteration 90Q: 3 clusters Score -2086397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2086396.750000 Penalty: 4813.849121
	Iteration 91Q: 3 clusters Score -2086397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2086399.375000 Penalty: 4813.849121
	Iteration 92Q: 3 clusters Score -2086399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2086401.875000 Penalty: 4813.849121
	Iteration 93Q: 3 clusters Score -2086402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2086402.125000 Penalty: 4813.849121
	Iteration 94Q: 3 clusters Score -2086402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2086405.500000 Penalty: 4813.849121
	Iteration 95Q: 3 clusters Score -2086406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2086407.000000 Penalty: 4813.849121
	Iteration 96Q: 3 clusters Score -2086407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2086408.125000 Penalty: 4813.849121
	Iteration 97Q: 3 clusters Score -2086408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2086408.875000 Penalty: 4813.849121
	Iteration 98Q: 3 clusters Score -2086409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2086413.625000 Penalty: 4813.849121
	Iteration 99Q: 3 clusters Score -2086414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2086411.375000 Penalty: 4813.849121
	Iteration 100F: 3 clusters Score -2086411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2086409.625000 Penalty: 4813.849121
	Iteration 101Q: 3 clusters Score -2086410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2086408.250000 Penalty: 4813.849121
	Iteration 102Q: 3 clusters Score -2086408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2086410.000000 Penalty: 4813.849121
	Iteration 103Q: 3 clusters Score -2086410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2086412.125000 Penalty: 4813.849121
	Iteration 104Q: 3 clusters Score -2086412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2086412.250000 Penalty: 4813.849121
	Iteration 105Q: 3 clusters Score -2086412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2086420.625000 Penalty: 4813.849121
	Iteration 106Q: 3 clusters Score -2086421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2086417.500000 Penalty: 4813.849121
	Iteration 107Q: 3 clusters Score -2086418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2086422.000000 Penalty: 4813.849121
	Iteration 108Q: 3 clusters Score -2086422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2086425.375000 Penalty: 4813.849121
	Iteration 109Q: 3 clusters Score -2086425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2086425.500000 Penalty: 4813.849121
	Iteration 110Q: 3 clusters Score -2086426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2086426.625000 Penalty: 4813.849121
	Iteration 111Q: 3 clusters Score -2086427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2086425.750000 Penalty: 4813.849121
	Iteration 112Q: 3 clusters Score -2086426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2086424.000000 Penalty: 4813.849121
	Iteration 113Q: 3 clusters Score -2086424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2086427.000000 Penalty: 4813.849121
	Iteration 114Q: 3 clusters Score -2086427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2086423.375000 Penalty: 4813.849121
	Iteration 115Q: 3 clusters Score -2086423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2086426.125000 Penalty: 4813.849121
	Iteration 116Q: 3 clusters Score -2086426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2086425.125000 Penalty: 4813.849121
	Iteration 117Q: 3 clusters Score -2086425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2086423.375000 Penalty: 4813.849121
	Iteration 118Q: 3 clusters Score -2086423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2086424.625000 Penalty: 4813.849121
	Iteration 119Q: 3 clusters Score -2086425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2086427.000000 Penalty: 4813.849121
	Iteration 120F: 3 clusters Score -2086427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2086427.750000 Penalty: 4813.849121
	Iteration 121Q: 3 clusters Score -2086428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2086437.250000 Penalty: 4813.849121
	Iteration 122Q: 3 clusters Score -2086437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2086438.500000 Penalty: 4813.849121
	Iteration 123Q: 3 clusters Score -2086438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2086448.375000 Penalty: 4813.849121
	Iteration 124Q: 3 clusters Score -2086448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2086450.500000 Penalty: 4813.849121
	Iteration 125Q: 3 clusters Score -2086450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2086451.125000 Penalty: 4813.849121
	Iteration 126Q: 3 clusters Score -2086451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2086452.500000 Penalty: 4813.849121
	Iteration 127Q: 3 clusters Score -2086452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2086453.250000 Penalty: 4813.849121
	Iteration 128Q: 3 clusters Score -2086453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2086452.250000 Penalty: 4813.849121
	Iteration 129Q: 3 clusters Score -2086452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2086451.875000 Penalty: 4813.849121
	Iteration 130Q: 3 clusters Score -2086452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2086454.500000 Penalty: 4813.849121
	Iteration 131Q: 3 clusters Score -2086454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2086453.750000 Penalty: 4813.849121
	Iteration 132Q: 3 clusters Score -2086454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2086455.375000 Penalty: 4813.849121
	Iteration 133Q: 3 clusters Score -2086455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2086455.625000 Penalty: 4813.849121
	Iteration 134Q: 3 clusters Score -2086456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2086458.250000 Penalty: 4813.849121
	Iteration 135Q: 3 clusters Score -2086458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2086459.625000 Penalty: 4813.849121
	Iteration 136Q: 3 clusters Score -2086460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2086462.875000 Penalty: 4813.849121
	Iteration 137Q: 3 clusters Score -2086463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2086463.750000 Penalty: 4813.849121
	Iteration 138Q: 3 clusters Score -2086464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2086463.500000 Penalty: 4813.849121
	Iteration 139Q: 3 clusters Score -2086464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2086462.875000 Penalty: 4813.849121
	Iteration 140F: 3 clusters Score -2086463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2086459.875000 Penalty: 4813.849121
	Iteration 141Q: 3 clusters Score -2086460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2086462.375000 Penalty: 4813.849121
	Iteration 142Q: 3 clusters Score -2086462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2086462.250000 Penalty: 4813.849121
	Iteration 143Q: 3 clusters Score -2086462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2086461.125000 Penalty: 4813.849121
	Iteration 144Q: 3 clusters Score -2086461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2086461.375000 Penalty: 4813.849121
	Iteration 145Q: 3 clusters Score -2086461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2086458.625000 Penalty: 4813.849121
	Iteration 146Q: 3 clusters Score -2086459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2086460.375000 Penalty: 4813.849121
	Iteration 147Q: 3 clusters Score -2086460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2086460.375000 Penalty: 4813.849121
	Iteration 148F: 3 clusters Score -2086460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Entering Unmasked Estep 
Score: -4516401.500000 Penalty: 2618.041748
	Iteration 0F: 2 clusters Score -4516402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4490251.500000 Penalty: 5236.083496
	Iteration 0F: 3 clusters Score -4490252 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4500431.500000 Penalty: 5236.083496
	Iteration 1F: 3 clusters Score -4500432 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4501403.500000 Penalty: 5236.083496
	Iteration 2F: 3 clusters Score -4501404 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4502334.000000 Penalty: 5236.083496
	Iteration 3F: 3 clusters Score -4502334 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4503378.000000 Penalty: 5236.083496
	Iteration 4F: 3 clusters Score -4503378 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4504419.500000 Penalty: 5236.083496
	Iteration 5F: 3 clusters Score -4504420 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4505328.000000 Penalty: 5236.083496
	Iteration 6F: 3 clusters Score -4505328 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4506065.500000 Penalty: 5236.083496
	Iteration 7Q: 3 clusters Score -4506066 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4506698.000000 Penalty: 5236.083496
	Iteration 8Q: 3 clusters Score -4506698 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4507296.500000 Penalty: 5236.083496
	Iteration 9Q: 3 clusters Score -4507296 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4507953.000000 Penalty: 5236.083496
	Iteration 10Q: 3 clusters Score -4507953 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4508606.000000 Penalty: 5236.083496
	Iteration 11Q: 3 clusters Score -4508606 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4509327.500000 Penalty: 5236.083496
	Iteration 12Q: 3 clusters Score -4509328 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4510158.500000 Penalty: 5236.083496
	Iteration 13Q: 3 clusters Score -4510158 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4511021.500000 Penalty: 5236.083496
	Iteration 14Q: 3 clusters Score -4511022 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4511790.500000 Penalty: 5236.083496
	Iteration 15Q: 3 clusters Score -4511790 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4512499.500000 Penalty: 5236.083496
	Iteration 16Q: 3 clusters Score -4512500 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4513121.500000 Penalty: 5236.083496
	Iteration 17Q: 3 clusters Score -4513122 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4513620.000000 Penalty: 5236.083496
	Iteration 18Q: 3 clusters Score -4513620 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4514049.500000 Penalty: 5236.083496
	Iteration 19Q: 3 clusters Score -4514050 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4514389.000000 Penalty: 5236.083496
	Iteration 20F: 3 clusters Score -4514389 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4514649.500000 Penalty: 5236.083496
	Iteration 21Q: 3 clusters Score -4514650 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4514854.500000 Penalty: 5236.083496
	Iteration 22Q: 3 clusters Score -4514854 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4515003.500000 Penalty: 5236.083496
	Iteration 23Q: 3 clusters Score -4515004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4515123.000000 Penalty: 5236.083496
	Iteration 24Q: 3 clusters Score -4515123 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4515204.000000 Penalty: 5236.083496
	Iteration 25Q: 3 clusters Score -4515204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4515262.000000 Penalty: 5236.083496
	Iteration 26Q: 3 clusters Score -4515262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4515307.500000 Penalty: 5236.083496
	Iteration 27Q: 3 clusters Score -4515308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4515317.500000 Penalty: 5236.083496
	Iteration 28Q: 3 clusters Score -4515318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4515348.500000 Penalty: 5236.083496
	Iteration 29Q: 3 clusters Score -4515348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4515358.000000 Penalty: 5236.083496
	Iteration 30Q: 3 clusters Score -4515358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4515367.000000 Penalty: 5236.083496
	Iteration 31Q: 3 clusters Score -4515367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4515384.500000 Penalty: 5236.083496
	Iteration 32Q: 3 clusters Score -4515384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4515391.000000 Penalty: 5236.083496
	Iteration 33Q: 3 clusters Score -4515391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4515406.500000 Penalty: 5236.083496
	Iteration 34Q: 3 clusters Score -4515406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4515409.000000 Penalty: 5236.083496
	Iteration 35Q: 3 clusters Score -4515409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4515410.500000 Penalty: 5236.083496
	Iteration 36Q: 3 clusters Score -4515410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4515408.000000 Penalty: 5236.083496
	Iteration 37Q: 3 clusters Score -4515408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4515416.500000 Penalty: 5236.083496
	Iteration 38Q: 3 clusters Score -4515416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4515416.500000 Penalty: 5236.083496
	Iteration 39Q: 3 clusters Score -4515416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4515424.500000 Penalty: 5236.083496
	Iteration 40F: 3 clusters Score -4515424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4515426.000000 Penalty: 5236.083496
	Iteration 41Q: 3 clusters Score -4515426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4515427.000000 Penalty: 5236.083496
	Iteration 42Q: 3 clusters Score -4515427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4515425.500000 Penalty: 5236.083496
	Iteration 43Q: 3 clusters Score -4515426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4515425.500000 Penalty: 5236.083496
	Iteration 44Q: 3 clusters Score -4515426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4515423.500000 Penalty: 5236.083496
	Iteration 45Q: 3 clusters Score -4515424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4515428.500000 Penalty: 5236.083496
	Iteration 46Q: 3 clusters Score -4515428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4515431.500000 Penalty: 5236.083496
	Iteration 47Q: 3 clusters Score -4515432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4515436.000000 Penalty: 5236.083496
	Iteration 48Q: 3 clusters Score -4515436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4515435.000000 Penalty: 5236.083496
	Iteration 49Q: 3 clusters Score -4515435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4515434.500000 Penalty: 5236.083496
	Iteration 50Q: 3 clusters Score -4515434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4515438.500000 Penalty: 5236.083496
	Iteration 51Q: 3 clusters Score -4515438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4515443.000000 Penalty: 5236.083496
	Iteration 52Q: 3 clusters Score -4515443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4515445.500000 Penalty: 5236.083496
	Iteration 53Q: 3 clusters Score -4515446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4515445.500000 Penalty: 5236.083496
	Iteration 54F: 3 clusters Score -4515446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Entering Unmasked Estep 
Score: -4349180.500000 Penalty: 2596.241455
	Iteration 0F: 2 clusters Score -4349180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4325265.500000 Penalty: 5192.482910
	Iteration 0F: 3 clusters Score -4325266 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4333989.500000 Penalty: 5192.482910
	Iteration 1F: 3 clusters Score -4333990 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4334618.000000 Penalty: 5192.482910
	Iteration 2Q: 3 clusters Score -4334618 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4335306.000000 Penalty: 5192.482910
	Iteration 3Q: 3 clusters Score -4335306 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4336128.000000 Penalty: 5192.482910
	Iteration 4Q: 3 clusters Score -4336128 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4337201.500000 Penalty: 5192.482910
	Iteration 5F: 3 clusters Score -4337202 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4338525.000000 Penalty: 5192.482910
	Iteration 6F: 3 clusters Score -4338525 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4340019.000000 Penalty: 5192.482910
	Iteration 7F: 3 clusters Score -4340019 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -4341573.000000 Penalty: 5192.482910
	Iteration 8F: 3 clusters Score -4341573 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -4342894.000000 Penalty: 5192.482910
	Iteration 9F: 3 clusters Score -4342894 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4343952.500000 Penalty: 5192.482910
	Iteration 10Q: 3 clusters Score -4343952 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4344725.500000 Penalty: 5192.482910
	Iteration 11Q: 3 clusters Score -4344726 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4345318.500000 Penalty: 5192.482910
	Iteration 12Q: 3 clusters Score -4345318 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4345704.000000 Penalty: 5192.482910
	Iteration 13Q: 3 clusters Score -4345704 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4345993.500000 Penalty: 5192.482910
	Iteration 14Q: 3 clusters Score -4345994 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4346175.000000 Penalty: 5192.482910
	Iteration 15Q: 3 clusters Score -4346175 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4346351.500000 Penalty: 5192.482910
	Iteration 16Q: 3 clusters Score -4346352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4346500.000000 Penalty: 5192.482910
	Iteration 17Q: 3 clusters Score -4346500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4346587.500000 Penalty: 5192.482910
	Iteration 18Q: 3 clusters Score -4346588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4346677.500000 Penalty: 5192.482910
	Iteration 19Q: 3 clusters Score -4346678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4346750.500000 Penalty: 5192.482910
	Iteration 20F: 3 clusters Score -4346750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4346797.500000 Penalty: 5192.482910
	Iteration 21Q: 3 clusters Score -4346798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4346837.000000 Penalty: 5192.482910
	Iteration 22Q: 3 clusters Score -4346837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4346886.000000 Penalty: 5192.482910
	Iteration 23Q: 3 clusters Score -4346886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4346906.500000 Penalty: 5192.482910
	Iteration 24Q: 3 clusters Score -4346906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4346921.500000 Penalty: 5192.482910
	Iteration 25Q: 3 clusters Score -4346922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4346944.500000 Penalty: 5192.482910
	Iteration 26Q: 3 clusters Score -4346944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4346955.000000 Penalty: 5192.482910
	Iteration 27Q: 3 clusters Score -4346955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4346971.000000 Penalty: 5192.482910
	Iteration 28Q: 3 clusters Score -4346971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4346987.000000 Penalty: 5192.482910
	Iteration 29Q: 3 clusters Score -4346987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4347000.000000 Penalty: 5192.482910
	Iteration 30Q: 3 clusters Score -4347000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4347007.000000 Penalty: 5192.482910
	Iteration 31Q: 3 clusters Score -4347007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4347009.500000 Penalty: 5192.482910
	Iteration 32Q: 3 clusters Score -4347010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4347014.000000 Penalty: 5192.482910
	Iteration 33Q: 3 clusters Score -4347014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4347013.000000 Penalty: 5192.482910
	Iteration 34Q: 3 clusters Score -4347013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4347018.000000 Penalty: 5192.482910
	Iteration 35Q: 3 clusters Score -4347018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4347009.000000 Penalty: 5192.482910
	Iteration 36Q: 3 clusters Score -4347009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4347013.500000 Penalty: 5192.482910
	Iteration 37Q: 3 clusters Score -4347014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4347017.000000 Penalty: 5192.482910
	Iteration 38Q: 3 clusters Score -4347017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4347017.000000 Penalty: 5192.482910
	Iteration 39Q: 3 clusters Score -4347017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4347018.500000 Penalty: 5192.482910
	Iteration 40F: 3 clusters Score -4347018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4347022.500000 Penalty: 5192.482910
	Iteration 41Q: 3 clusters Score -4347022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4347019.500000 Penalty: 5192.482910
	Iteration 42Q: 3 clusters Score -4347020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4347024.000000 Penalty: 5192.482910
	Iteration 43Q: 3 clusters Score -4347024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4347028.500000 Penalty: 5192.482910
	Iteration 44Q: 3 clusters Score -4347028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4347027.500000 Penalty: 5192.482910
	Iteration 45Q: 3 clusters Score -4347028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4347026.000000 Penalty: 5192.482910
	Iteration 46Q: 3 clusters Score -4347026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4347026.000000 Penalty: 5192.482910
	Iteration 47Q: 3 clusters Score -4347026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4347023.500000 Penalty: 5192.482910
	Iteration 48Q: 3 clusters Score -4347024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4347023.500000 Penalty: 5192.482910
	Iteration 49F: 3 clusters Score -4347024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -143920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141813.937500 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -141813.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -142194.156250 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -142194.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142378.343750 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -142378.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142509.062500 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -142509.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142590.093750 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -142590.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142649.843750 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -142649.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142708.421875 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -142708.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142762.890625 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -142762.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142810.578125 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -142810.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142855.359375 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -142855.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142906.656250 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -142906.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142946.468750 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -142946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142986.734375 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -142986.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -143019.437500 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -143019.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143043.859375 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -143043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143062.453125 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -143062.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143071.125000 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -143071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143077.500000 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -143077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143084.750000 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -143084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143085.859375 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -143085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143087.109375 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -143087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -688007.250000 Penalty: 2171.735352
	Iteration 0F: 2 clusters Score -688007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -682665.187500 Penalty: 4343.470703
	Iteration 0F: 3 clusters Score -682665.2 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -684383.875000 Penalty: 4343.470703
	Iteration 1F: 3 clusters Score -684383.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -684856.562500 Penalty: 4343.470703
	Iteration 2F: 3 clusters Score -684856.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -685181.625000 Penalty: 4343.470703
	Iteration 3F: 3 clusters Score -685181.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -685382.687500 Penalty: 4343.470703
	Iteration 4F: 3 clusters Score -685382.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -685542.562500 Penalty: 4343.470703
	Iteration 5Q: 3 clusters Score -685542.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -685684.812500 Penalty: 4343.470703
	Iteration 6Q: 3 clusters Score -685684.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -685784.125000 Penalty: 4343.470703
	Iteration 7Q: 3 clusters Score -685784.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -685845.937500 Penalty: 4343.470703
	Iteration 8Q: 3 clusters Score -685845.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -685896.937500 Penalty: 4343.470703
	Iteration 9Q: 3 clusters Score -685896.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -685944.000000 Penalty: 4343.470703
	Iteration 10Q: 3 clusters Score -685944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -685989.750000 Penalty: 4343.470703
	Iteration 11Q: 3 clusters Score -685989.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -686037.687500 Penalty: 4343.470703
	Iteration 12Q: 3 clusters Score -686037.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -686090.062500 Penalty: 4343.470703
	Iteration 13Q: 3 clusters Score -686090.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -686140.312500 Penalty: 4343.470703
	Iteration 14Q: 3 clusters Score -686140.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -686184.062500 Penalty: 4343.470703
	Iteration 15Q: 3 clusters Score -686184.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -686228.562500 Penalty: 4343.470703
	Iteration 16Q: 3 clusters Score -686228.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -686279.000000 Penalty: 4343.470703
	Iteration 17Q: 3 clusters Score -686279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -686334.000000 Penalty: 4343.470703
	Iteration 18Q: 3 clusters Score -686334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -686386.687500 Penalty: 4343.470703
	Iteration 19Q: 3 clusters Score -686386.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -686459.625000 Penalty: 4343.470703
	Iteration 20F: 3 clusters Score -686459.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -686544.000000 Penalty: 4343.470703
	Iteration 21Q: 3 clusters Score -686544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -686627.562500 Penalty: 4343.470703
	Iteration 22Q: 3 clusters Score -686627.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -686700.562500 Penalty: 4343.470703
	Iteration 23Q: 3 clusters Score -686700.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -686757.875000 Penalty: 4343.470703
	Iteration 24Q: 3 clusters Score -686757.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -686812.812500 Penalty: 4343.470703
	Iteration 25Q: 3 clusters Score -686812.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -686874.312500 Penalty: 4343.470703
	Iteration 26Q: 3 clusters Score -686874.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -686943.625000 Penalty: 4343.470703
	Iteration 27Q: 3 clusters Score -686943.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -687006.437500 Penalty: 4343.470703
	Iteration 28Q: 3 clusters Score -687006.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -687074.687500 Penalty: 4343.470703
	Iteration 29Q: 3 clusters Score -687074.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -687119.375000 Penalty: 4343.470703
	Iteration 30Q: 3 clusters Score -687119.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -687148.500000 Penalty: 4343.470703
	Iteration 31Q: 3 clusters Score -687148.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -687166.125000 Penalty: 4343.470703
	Iteration 32Q: 3 clusters Score -687166.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -687177.000000 Penalty: 4343.470703
	Iteration 33Q: 3 clusters Score -687177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -687184.812500 Penalty: 4343.470703
	Iteration 34Q: 3 clusters Score -687184.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -687189.500000 Penalty: 4343.470703
	Iteration 35Q: 3 clusters Score -687189.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -687194.500000 Penalty: 4343.470703
	Iteration 36Q: 3 clusters Score -687194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -687197.687500 Penalty: 4343.470703
	Iteration 37Q: 3 clusters Score -687197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -687198.812500 Penalty: 4343.470703
	Iteration 38Q: 3 clusters Score -687198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -687200.125000 Penalty: 4343.470703
	Iteration 39Q: 3 clusters Score -687200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -687203.312500 Penalty: 4343.470703
	Iteration 40F: 3 clusters Score -687203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -687206.562500 Penalty: 4343.470703
	Iteration 41Q: 3 clusters Score -687206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -687211.062500 Penalty: 4343.470703
	Iteration 42Q: 3 clusters Score -687211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -687214.625000 Penalty: 4343.470703
	Iteration 43Q: 3 clusters Score -687214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -687217.937500 Penalty: 4343.470703
	Iteration 44Q: 3 clusters Score -687217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -687218.125000 Penalty: 4343.470703
	Iteration 45Q: 3 clusters Score -687218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -687217.937500 Penalty: 4343.470703
	Iteration 46Q: 3 clusters Score -687217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -687219.625000 Penalty: 4343.470703
	Iteration 47Q: 3 clusters Score -687219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -687217.812500 Penalty: 4343.470703
	Iteration 48Q: 3 clusters Score -687217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -687217.812500 Penalty: 4343.470703
	Iteration 49F: 3 clusters Score -687217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Entering Unmasked Estep 
Score: -1749003.000000 Penalty: 2372.954346
	Iteration 0F: 2 clusters Score -1749003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1738648.500000 Penalty: 4745.908691
	Iteration 0F: 3 clusters Score -1738648 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1742137.625000 Penalty: 4745.908691
	Iteration 1F: 3 clusters Score -1742138 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1742906.250000 Penalty: 4745.908691
	Iteration 2F: 3 clusters Score -1742906 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1743660.625000 Penalty: 4745.908691
	Iteration 3F: 3 clusters Score -1743661 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1744431.000000 Penalty: 4745.908691
	Iteration 4F: 3 clusters Score -1744431 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1745159.125000 Penalty: 4745.908691
	Iteration 5F: 3 clusters Score -1745159 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1745826.125000 Penalty: 4745.908691
	Iteration 6F: 3 clusters Score -1745826 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1746367.375000 Penalty: 4745.908691
	Iteration 7F: 3 clusters Score -1746367 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1746742.875000 Penalty: 4745.908691
	Iteration 8Q: 3 clusters Score -1746743 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1747009.625000 Penalty: 4745.908691
	Iteration 9Q: 3 clusters Score -1747010 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1747224.500000 Penalty: 4745.908691
	Iteration 10Q: 3 clusters Score -1747224 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1747384.500000 Penalty: 4745.908691
	Iteration 11Q: 3 clusters Score -1747384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1747522.625000 Penalty: 4745.908691
	Iteration 12Q: 3 clusters Score -1747523 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1747657.875000 Penalty: 4745.908691
	Iteration 13Q: 3 clusters Score -1747658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1747762.875000 Penalty: 4745.908691
	Iteration 14Q: 3 clusters Score -1747763 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1747831.375000 Penalty: 4745.908691
	Iteration 15Q: 3 clusters Score -1747831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1747890.125000 Penalty: 4745.908691
	Iteration 16Q: 3 clusters Score -1747890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1747932.375000 Penalty: 4745.908691
	Iteration 17Q: 3 clusters Score -1747932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1747970.875000 Penalty: 4745.908691
	Iteration 18Q: 3 clusters Score -1747971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1747989.625000 Penalty: 4745.908691
	Iteration 19Q: 3 clusters Score -1747990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1748006.250000 Penalty: 4745.908691
	Iteration 20F: 3 clusters Score -1748006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1748027.625000 Penalty: 4745.908691
	Iteration 21Q: 3 clusters Score -1748028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1748080.250000 Penalty: 4745.908691
	Iteration 22Q: 3 clusters Score -1748080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1748174.750000 Penalty: 4745.908691
	Iteration 23Q: 3 clusters Score -1748175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1748240.875000 Penalty: 4745.908691
	Iteration 24Q: 3 clusters Score -1748241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1748274.250000 Penalty: 4745.908691
	Iteration 25Q: 3 clusters Score -1748274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1748294.750000 Penalty: 4745.908691
	Iteration 26Q: 3 clusters Score -1748295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1748307.750000 Penalty: 4745.908691
	Iteration 27Q: 3 clusters Score -1748308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1748320.125000 Penalty: 4745.908691
	Iteration 28Q: 3 clusters Score -1748320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1748340.500000 Penalty: 4745.908691
	Iteration 29Q: 3 clusters Score -1748340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1748352.750000 Penalty: 4745.908691
	Iteration 30Q: 3 clusters Score -1748353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1748363.500000 Penalty: 4745.908691
	Iteration 31Q: 3 clusters Score -1748364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1748363.000000 Penalty: 4745.908691
	Iteration 32Q: 3 clusters Score -1748363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1748366.125000 Penalty: 4745.908691
	Iteration 33Q: 3 clusters Score -1748366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1748370.000000 Penalty: 4745.908691
	Iteration 34Q: 3 clusters Score -1748370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1748375.500000 Penalty: 4745.908691
	Iteration 35Q: 3 clusters Score -1748376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1748379.750000 Penalty: 4745.908691
	Iteration 36Q: 3 clusters Score -1748380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1748382.000000 Penalty: 4745.908691
	Iteration 37Q: 3 clusters Score -1748382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1748386.500000 Penalty: 4745.908691
	Iteration 38Q: 3 clusters Score -1748386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1748390.250000 Penalty: 4745.908691
	Iteration 39Q: 3 clusters Score -1748390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1748392.375000 Penalty: 4745.908691
	Iteration 40F: 3 clusters Score -1748392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1748395.000000 Penalty: 4745.908691
	Iteration 41Q: 3 clusters Score -1748395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1748393.375000 Penalty: 4745.908691
	Iteration 42Q: 3 clusters Score -1748393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1748393.625000 Penalty: 4745.908691
	Iteration 43Q: 3 clusters Score -1748394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1748394.000000 Penalty: 4745.908691
	Iteration 44Q: 3 clusters Score -1748394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1748395.375000 Penalty: 4745.908691
	Iteration 45Q: 3 clusters Score -1748395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1748394.250000 Penalty: 4745.908691
	Iteration 46Q: 3 clusters Score -1748394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1748399.125000 Penalty: 4745.908691
	Iteration 47Q: 3 clusters Score -1748399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1748396.625000 Penalty: 4745.908691
	Iteration 48Q: 3 clusters Score -1748397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1748397.875000 Penalty: 4745.908691
	Iteration 49Q: 3 clusters Score -1748398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1748401.125000 Penalty: 4745.908691
	Iteration 50Q: 3 clusters Score -1748401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1748397.750000 Penalty: 4745.908691
	Iteration 51Q: 3 clusters Score -1748398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1748398.750000 Penalty: 4745.908691
	Iteration 52Q: 3 clusters Score -1748399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1748400.000000 Penalty: 4745.908691
	Iteration 53Q: 3 clusters Score -1748400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1748400.000000 Penalty: 4745.908691
	Iteration 54F: 3 clusters Score -1748400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Entering Unmasked Estep 
Score: -1347237.500000 Penalty: 2310.848877
	Iteration 0F: 2 clusters Score -1347238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1338818.250000 Penalty: 4621.697754
	Iteration 0F: 3 clusters Score -1338818 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1341381.500000 Penalty: 4621.697754
	Iteration 1F: 3 clusters Score -1341382 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1341795.375000 Penalty: 4621.697754
	Iteration 2F: 3 clusters Score -1341795 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1342194.250000 Penalty: 4621.697754
	Iteration 3F: 3 clusters Score -1342194 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1342663.875000 Penalty: 4621.697754
	Iteration 4F: 3 clusters Score -1342664 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1343143.250000 Penalty: 4621.697754
	Iteration 5F: 3 clusters Score -1343143 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1343712.625000 Penalty: 4621.697754
	Iteration 6F: 3 clusters Score -1343713 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1344245.250000 Penalty: 4621.697754
	Iteration 7F: 3 clusters Score -1344245 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1344678.250000 Penalty: 4621.697754
	Iteration 8F: 3 clusters Score -1344678 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1344950.750000 Penalty: 4621.697754
	Iteration 9Q: 3 clusters Score -1344951 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1345098.750000 Penalty: 4621.697754
	Iteration 10Q: 3 clusters Score -1345099 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1345174.250000 Penalty: 4621.697754
	Iteration 11Q: 3 clusters Score -1345174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1345234.125000 Penalty: 4621.697754
	Iteration 12Q: 3 clusters Score -1345234 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1345277.750000 Penalty: 4621.697754
	Iteration 13Q: 3 clusters Score -1345278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1345307.125000 Penalty: 4621.697754
	Iteration 14Q: 3 clusters Score -1345307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1345336.000000 Penalty: 4621.697754
	Iteration 15Q: 3 clusters Score -1345336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1345356.750000 Penalty: 4621.697754
	Iteration 16Q: 3 clusters Score -1345357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1345384.000000 Penalty: 4621.697754
	Iteration 17Q: 3 clusters Score -1345384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1345404.750000 Penalty: 4621.697754
	Iteration 18Q: 3 clusters Score -1345405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1345418.250000 Penalty: 4621.697754
	Iteration 19Q: 3 clusters Score -1345418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1345438.000000 Penalty: 4621.697754
	Iteration 20F: 3 clusters Score -1345438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1345445.875000 Penalty: 4621.697754
	Iteration 21Q: 3 clusters Score -1345446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1345458.000000 Penalty: 4621.697754
	Iteration 22Q: 3 clusters Score -1345458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1345465.125000 Penalty: 4621.697754
	Iteration 23Q: 3 clusters Score -1345465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1345478.875000 Penalty: 4621.697754
	Iteration 24Q: 3 clusters Score -1345479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1345484.625000 Penalty: 4621.697754
	Iteration 25Q: 3 clusters Score -1345485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1345490.500000 Penalty: 4621.697754
	Iteration 26Q: 3 clusters Score -1345490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1345499.000000 Penalty: 4621.697754
	Iteration 27Q: 3 clusters Score -1345499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1345508.500000 Penalty: 4621.697754
	Iteration 28Q: 3 clusters Score -1345508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1345513.750000 Penalty: 4621.697754
	Iteration 29Q: 3 clusters Score -1345514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1345525.625000 Penalty: 4621.697754
	Iteration 30Q: 3 clusters Score -1345526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1345536.875000 Penalty: 4621.697754
	Iteration 31Q: 3 clusters Score -1345537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1345541.750000 Penalty: 4621.697754
	Iteration 32Q: 3 clusters Score -1345542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1345553.125000 Penalty: 4621.697754
	Iteration 33Q: 3 clusters Score -1345553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1345568.625000 Penalty: 4621.697754
	Iteration 34Q: 3 clusters Score -1345569 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1345587.375000 Penalty: 4621.697754
	Iteration 35Q: 3 clusters Score -1345587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1345608.375000 Penalty: 4621.697754
	Iteration 36Q: 3 clusters Score -1345608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1345636.250000 Penalty: 4621.697754
	Iteration 37Q: 3 clusters Score -1345636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1345662.375000 Penalty: 4621.697754
	Iteration 38Q: 3 clusters Score -1345662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1345700.375000 Penalty: 4621.697754
	Iteration 39Q: 3 clusters Score -1345700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1345728.375000 Penalty: 4621.697754
	Iteration 40F: 3 clusters Score -1345728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1345769.000000 Penalty: 4621.697754
	Iteration 41Q: 3 clusters Score -1345769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1345812.750000 Penalty: 4621.697754
	Iteration 42Q: 3 clusters Score -1345813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1345857.000000 Penalty: 4621.697754
	Iteration 43Q: 3 clusters Score -1345857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1345889.250000 Penalty: 4621.697754
	Iteration 44Q: 3 clusters Score -1345889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1345923.750000 Penalty: 4621.697754
	Iteration 45Q: 3 clusters Score -1345924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1345949.500000 Penalty: 4621.697754
	Iteration 46Q: 3 clusters Score -1345950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1345966.625000 Penalty: 4621.697754
	Iteration 47Q: 3 clusters Score -1345967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1345980.500000 Penalty: 4621.697754
	Iteration 48Q: 3 clusters Score -1345980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1345992.375000 Penalty: 4621.697754
	Iteration 49Q: 3 clusters Score -1345992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1346001.625000 Penalty: 4621.697754
	Iteration 50Q: 3 clusters Score -1346002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1346007.750000 Penalty: 4621.697754
	Iteration 51Q: 3 clusters Score -1346008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1346015.000000 Penalty: 4621.697754
	Iteration 52Q: 3 clusters Score -1346015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1346020.750000 Penalty: 4621.697754
	Iteration 53Q: 3 clusters Score -1346021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1346027.375000 Penalty: 4621.697754
	Iteration 54Q: 3 clusters Score -1346027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1346032.750000 Penalty: 4621.697754
	Iteration 55Q: 3 clusters Score -1346033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1346041.125000 Penalty: 4621.697754
	Iteration 56Q: 3 clusters Score -1346041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1346044.125000 Penalty: 4621.697754
	Iteration 57Q: 3 clusters Score -1346044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1346047.750000 Penalty: 4621.697754
	Iteration 58Q: 3 clusters Score -1346048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1346056.625000 Penalty: 4621.697754
	Iteration 59Q: 3 clusters Score -1346057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1346056.750000 Penalty: 4621.697754
	Iteration 60F: 3 clusters Score -1346057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1346061.750000 Penalty: 4621.697754
	Iteration 61Q: 3 clusters Score -1346062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1346063.625000 Penalty: 4621.697754
	Iteration 62Q: 3 clusters Score -1346064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1346062.875000 Penalty: 4621.697754
	Iteration 63Q: 3 clusters Score -1346063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1346066.250000 Penalty: 4621.697754
	Iteration 64Q: 3 clusters Score -1346066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1346067.000000 Penalty: 4621.697754
	Iteration 65Q: 3 clusters Score -1346067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1346072.000000 Penalty: 4621.697754
	Iteration 66Q: 3 clusters Score -1346072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1346070.500000 Penalty: 4621.697754
	Iteration 67Q: 3 clusters Score -1346070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1346075.750000 Penalty: 4621.697754
	Iteration 68Q: 3 clusters Score -1346076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1346075.625000 Penalty: 4621.697754
	Iteration 69Q: 3 clusters Score -1346076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1346078.250000 Penalty: 4621.697754
	Iteration 70Q: 3 clusters Score -1346078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1346079.000000 Penalty: 4621.697754
	Iteration 71Q: 3 clusters Score -1346079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1346082.875000 Penalty: 4621.697754
	Iteration 72Q: 3 clusters Score -1346083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1346086.375000 Penalty: 4621.697754
	Iteration 73Q: 3 clusters Score -1346086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1346086.875000 Penalty: 4621.697754
	Iteration 74Q: 3 clusters Score -1346087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1346090.000000 Penalty: 4621.697754
	Iteration 75Q: 3 clusters Score -1346090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1346090.250000 Penalty: 4621.697754
	Iteration 76Q: 3 clusters Score -1346090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1346091.500000 Penalty: 4621.697754
	Iteration 77Q: 3 clusters Score -1346092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1346099.250000 Penalty: 4621.697754
	Iteration 78Q: 3 clusters Score -1346099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1346105.625000 Penalty: 4621.697754
	Iteration 79Q: 3 clusters Score -1346106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1346116.625000 Penalty: 4621.697754
	Iteration 80F: 3 clusters Score -1346117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1346128.375000 Penalty: 4621.697754
	Iteration 81Q: 3 clusters Score -1346128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1346135.000000 Penalty: 4621.697754
	Iteration 82Q: 3 clusters Score -1346135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1346138.125000 Penalty: 4621.697754
	Iteration 83Q: 3 clusters Score -1346138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1346149.375000 Penalty: 4621.697754
	Iteration 84Q: 3 clusters Score -1346149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1346158.500000 Penalty: 4621.697754
	Iteration 85Q: 3 clusters Score -1346158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1346166.250000 Penalty: 4621.697754
	Iteration 86Q: 3 clusters Score -1346166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1346169.875000 Penalty: 4621.697754
	Iteration 87Q: 3 clusters Score -1346170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1346172.000000 Penalty: 4621.697754
	Iteration 88Q: 3 clusters Score -1346172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1346179.375000 Penalty: 4621.697754
	Iteration 89Q: 3 clusters Score -1346179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1346188.125000 Penalty: 4621.697754
	Iteration 90Q: 3 clusters Score -1346188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1346200.625000 Penalty: 4621.697754
	Iteration 91Q: 3 clusters Score -1346201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1346214.750000 Penalty: 4621.697754
	Iteration 92Q: 3 clusters Score -1346215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1346221.250000 Penalty: 4621.697754
	Iteration 93Q: 3 clusters Score -1346221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1346234.625000 Penalty: 4621.697754
	Iteration 94Q: 3 clusters Score -1346235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1346241.625000 Penalty: 4621.697754
	Iteration 95Q: 3 clusters Score -1346242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1346253.875000 Penalty: 4621.697754
	Iteration 96Q: 3 clusters Score -1346254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1346257.625000 Penalty: 4621.697754
	Iteration 97Q: 3 clusters Score -1346258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1346263.125000 Penalty: 4621.697754
	Iteration 98Q: 3 clusters Score -1346263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1346269.625000 Penalty: 4621.697754
	Iteration 99Q: 3 clusters Score -1346270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1346272.625000 Penalty: 4621.697754
	Iteration 100F: 3 clusters Score -1346273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1346273.375000 Penalty: 4621.697754
	Iteration 101Q: 3 clusters Score -1346273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1346273.000000 Penalty: 4621.697754
	Iteration 102Q: 3 clusters Score -1346273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1346272.000000 Penalty: 4621.697754
	Iteration 103Q: 3 clusters Score -1346272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1346274.625000 Penalty: 4621.697754
	Iteration 104Q: 3 clusters Score -1346275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1346273.250000 Penalty: 4621.697754
	Iteration 105Q: 3 clusters Score -1346273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1346272.375000 Penalty: 4621.697754
	Iteration 106Q: 3 clusters Score -1346272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1346276.875000 Penalty: 4621.697754
	Iteration 107Q: 3 clusters Score -1346277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1346280.125000 Penalty: 4621.697754
	Iteration 108Q: 3 clusters Score -1346280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1346278.750000 Penalty: 4621.697754
	Iteration 109Q: 3 clusters Score -1346279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1346278.250000 Penalty: 4621.697754
	Iteration 110Q: 3 clusters Score -1346278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1346282.875000 Penalty: 4621.697754
	Iteration 111Q: 3 clusters Score -1346283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1346283.375000 Penalty: 4621.697754
	Iteration 112Q: 3 clusters Score -1346283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1346284.000000 Penalty: 4621.697754
	Iteration 113Q: 3 clusters Score -1346284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1346285.000000 Penalty: 4621.697754
	Iteration 114Q: 3 clusters Score -1346285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1346285.500000 Penalty: 4621.697754
	Iteration 115Q: 3 clusters Score -1346286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1346283.375000 Penalty: 4621.697754
	Iteration 116Q: 3 clusters Score -1346283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1346285.000000 Penalty: 4621.697754
	Iteration 117Q: 3 clusters Score -1346285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1346285.000000 Penalty: 4621.697754
	Iteration 118F: 3 clusters Score -1346285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1233817.250000 Penalty: 2290.916260
	Iteration 0F: 2 clusters Score -1233817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1225976.625000 Penalty: 4581.832520
	Iteration 0F: 3 clusters Score -1225977 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1228276.875000 Penalty: 4581.832520
	Iteration 1F: 3 clusters Score -1228277 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1228592.250000 Penalty: 4581.832520
	Iteration 2F: 3 clusters Score -1228592 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1228847.875000 Penalty: 4581.832520
	Iteration 3F: 3 clusters Score -1228848 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1229028.375000 Penalty: 4581.832520
	Iteration 4Q: 3 clusters Score -1229028 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1229210.000000 Penalty: 4581.832520
	Iteration 5Q: 3 clusters Score -1229210 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1229385.125000 Penalty: 4581.832520
	Iteration 6Q: 3 clusters Score -1229385 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1229560.375000 Penalty: 4581.832520
	Iteration 7Q: 3 clusters Score -1229560 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1229749.375000 Penalty: 4581.832520
	Iteration 8Q: 3 clusters Score -1229749 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1229938.375000 Penalty: 4581.832520
	Iteration 9Q: 3 clusters Score -1229938 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1230109.500000 Penalty: 4581.832520
	Iteration 10Q: 3 clusters Score -1230110 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1230295.875000 Penalty: 4581.832520
	Iteration 11Q: 3 clusters Score -1230296 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1230477.000000 Penalty: 4581.832520
	Iteration 12Q: 3 clusters Score -1230477 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1230630.625000 Penalty: 4581.832520
	Iteration 13Q: 3 clusters Score -1230631 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1230774.500000 Penalty: 4581.832520
	Iteration 14Q: 3 clusters Score -1230774 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1230929.625000 Penalty: 4581.832520
	Iteration 15Q: 3 clusters Score -1230930 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1231108.000000 Penalty: 4581.832520
	Iteration 16Q: 3 clusters Score -1231108 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1231276.750000 Penalty: 4581.832520
	Iteration 17Q: 3 clusters Score -1231277 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1231433.125000 Penalty: 4581.832520
	Iteration 18Q: 3 clusters Score -1231433 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1231537.500000 Penalty: 4581.832520
	Iteration 19Q: 3 clusters Score -1231538 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1231618.000000 Penalty: 4581.832520
	Iteration 20F: 3 clusters Score -1231618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1231690.500000 Penalty: 4581.832520
	Iteration 21Q: 3 clusters Score -1231690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1231749.500000 Penalty: 4581.832520
	Iteration 22Q: 3 clusters Score -1231750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1231798.250000 Penalty: 4581.832520
	Iteration 23Q: 3 clusters Score -1231798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1231845.375000 Penalty: 4581.832520
	Iteration 24Q: 3 clusters Score -1231845 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1231890.375000 Penalty: 4581.832520
	Iteration 25Q: 3 clusters Score -1231890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1231931.375000 Penalty: 4581.832520
	Iteration 26Q: 3 clusters Score -1231931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1231959.375000 Penalty: 4581.832520
	Iteration 27Q: 3 clusters Score -1231959 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1231980.125000 Penalty: 4581.832520
	Iteration 28Q: 3 clusters Score -1231980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1232002.000000 Penalty: 4581.832520
	Iteration 29Q: 3 clusters Score -1232002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1232024.000000 Penalty: 4581.832520
	Iteration 30Q: 3 clusters Score -1232024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1232049.875000 Penalty: 4581.832520
	Iteration 31Q: 3 clusters Score -1232050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1232069.375000 Penalty: 4581.832520
	Iteration 32Q: 3 clusters Score -1232069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1232090.375000 Penalty: 4581.832520
	Iteration 33Q: 3 clusters Score -1232090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1232111.000000 Penalty: 4581.832520
	Iteration 34Q: 3 clusters Score -1232111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1232132.375000 Penalty: 4581.832520
	Iteration 35Q: 3 clusters Score -1232132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1232141.875000 Penalty: 4581.832520
	Iteration 36Q: 3 clusters Score -1232142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1232150.375000 Penalty: 4581.832520
	Iteration 37Q: 3 clusters Score -1232150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1232163.375000 Penalty: 4581.832520
	Iteration 38Q: 3 clusters Score -1232163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1232179.125000 Penalty: 4581.832520
	Iteration 39Q: 3 clusters Score -1232179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1232193.250000 Penalty: 4581.832520
	Iteration 40F: 3 clusters Score -1232193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1232201.000000 Penalty: 4581.832520
	Iteration 41Q: 3 clusters Score -1232201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1232207.000000 Penalty: 4581.832520
	Iteration 42Q: 3 clusters Score -1232207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1232215.125000 Penalty: 4581.832520
	Iteration 43Q: 3 clusters Score -1232215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1232220.500000 Penalty: 4581.832520
	Iteration 44Q: 3 clusters Score -1232220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1232220.000000 Penalty: 4581.832520
	Iteration 45Q: 3 clusters Score -1232220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1232225.875000 Penalty: 4581.832520
	Iteration 46Q: 3 clusters Score -1232226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1232230.875000 Penalty: 4581.832520
	Iteration 47Q: 3 clusters Score -1232231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1232234.500000 Penalty: 4581.832520
	Iteration 48Q: 3 clusters Score -1232234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1232239.500000 Penalty: 4581.832520
	Iteration 49Q: 3 clusters Score -1232240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1232243.000000 Penalty: 4581.832520
	Iteration 50Q: 3 clusters Score -1232243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1232242.625000 Penalty: 4581.832520
	Iteration 51Q: 3 clusters Score -1232243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1232246.000000 Penalty: 4581.832520
	Iteration 52Q: 3 clusters Score -1232246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1232245.250000 Penalty: 4581.832520
	Iteration 53Q: 3 clusters Score -1232245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1232248.125000 Penalty: 4581.832520
	Iteration 54Q: 3 clusters Score -1232248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1232250.000000 Penalty: 4581.832520
	Iteration 55Q: 3 clusters Score -1232250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1232249.250000 Penalty: 4581.832520
	Iteration 56Q: 3 clusters Score -1232249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1232249.875000 Penalty: 4581.832520
	Iteration 57Q: 3 clusters Score -1232250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1232250.125000 Penalty: 4581.832520
	Iteration 58Q: 3 clusters Score -1232250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1232253.125000 Penalty: 4581.832520
	Iteration 59Q: 3 clusters Score -1232253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1232252.250000 Penalty: 4581.832520
	Iteration 60F: 3 clusters Score -1232252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1232250.500000 Penalty: 4581.832520
	Iteration 61Q: 3 clusters Score -1232250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1232252.375000 Penalty: 4581.832520
	Iteration 62Q: 3 clusters Score -1232252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1232252.500000 Penalty: 4581.832520
	Iteration 63Q: 3 clusters Score -1232252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1232255.000000 Penalty: 4581.832520
	Iteration 64Q: 3 clusters Score -1232255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1232255.250000 Penalty: 4581.832520
	Iteration 65Q: 3 clusters Score -1232255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1232255.875000 Penalty: 4581.832520
	Iteration 66Q: 3 clusters Score -1232256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1232256.250000 Penalty: 4581.832520
	Iteration 67Q: 3 clusters Score -1232256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1232256.125000 Penalty: 4581.832520
	Iteration 68Q: 3 clusters Score -1232256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1232255.750000 Penalty: 4581.832520
	Iteration 69Q: 3 clusters Score -1232256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1232257.000000 Penalty: 4581.832520
	Iteration 70Q: 3 clusters Score -1232257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1232257.000000 Penalty: 4581.832520
	Iteration 71F: 3 clusters Score -1232257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Entering Unmasked Estep 
Score: -3476431.000000 Penalty: 2539.731445
	Iteration 0F: 2 clusters Score -3476431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3456982.750000 Penalty: 5079.462891
	Iteration 0F: 3 clusters Score -3456983 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3463869.250000 Penalty: 5079.462891
	Iteration 1F: 3 clusters Score -3463869 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3464387.000000 Penalty: 5079.462891
	Iteration 2F: 3 clusters Score -3464387 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3464894.750000 Penalty: 5079.462891
	Iteration 3Q: 3 clusters Score -3464895 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3465352.250000 Penalty: 5079.462891
	Iteration 4Q: 3 clusters Score -3465352 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3465846.000000 Penalty: 5079.462891
	Iteration 5Q: 3 clusters Score -3465846 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3466347.500000 Penalty: 5079.462891
	Iteration 6Q: 3 clusters Score -3466348 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3466872.500000 Penalty: 5079.462891
	Iteration 7Q: 3 clusters Score -3466872 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3467498.500000 Penalty: 5079.462891
	Iteration 8Q: 3 clusters Score -3467498 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3468115.000000 Penalty: 5079.462891
	Iteration 9Q: 3 clusters Score -3468115 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3468826.750000 Penalty: 5079.462891
	Iteration 10Q: 3 clusters Score -3468827 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3469594.750000 Penalty: 5079.462891
	Iteration 11Q: 3 clusters Score -3469595 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3470480.500000 Penalty: 5079.462891
	Iteration 12Q: 3 clusters Score -3470480 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3471318.500000 Penalty: 5079.462891
	Iteration 13Q: 3 clusters Score -3471318 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3471949.000000 Penalty: 5079.462891
	Iteration 14Q: 3 clusters Score -3471949 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3472494.250000 Penalty: 5079.462891
	Iteration 15Q: 3 clusters Score -3472494 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3472966.500000 Penalty: 5079.462891
	Iteration 16Q: 3 clusters Score -3472966 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3473306.000000 Penalty: 5079.462891
	Iteration 17Q: 3 clusters Score -3473306 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3473604.750000 Penalty: 5079.462891
	Iteration 18Q: 3 clusters Score -3473605 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3473810.250000 Penalty: 5079.462891
	Iteration 19Q: 3 clusters Score -3473810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3473941.750000 Penalty: 5079.462891
	Iteration 20F: 3 clusters Score -3473942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3474062.500000 Penalty: 5079.462891
	Iteration 21Q: 3 clusters Score -3474062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3474133.750000 Penalty: 5079.462891
	Iteration 22Q: 3 clusters Score -3474134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3474181.750000 Penalty: 5079.462891
	Iteration 23Q: 3 clusters Score -3474182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3474216.000000 Penalty: 5079.462891
	Iteration 24Q: 3 clusters Score -3474216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3474237.750000 Penalty: 5079.462891
	Iteration 25Q: 3 clusters Score -3474238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3474253.000000 Penalty: 5079.462891
	Iteration 26Q: 3 clusters Score -3474253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3474273.250000 Penalty: 5079.462891
	Iteration 27Q: 3 clusters Score -3474273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3474289.500000 Penalty: 5079.462891
	Iteration 28Q: 3 clusters Score -3474290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3474310.250000 Penalty: 5079.462891
	Iteration 29Q: 3 clusters Score -3474310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3474323.750000 Penalty: 5079.462891
	Iteration 30Q: 3 clusters Score -3474324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3474342.250000 Penalty: 5079.462891
	Iteration 31Q: 3 clusters Score -3474342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3474354.750000 Penalty: 5079.462891
	Iteration 32Q: 3 clusters Score -3474355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3474375.500000 Penalty: 5079.462891
	Iteration 33Q: 3 clusters Score -3474376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3474385.500000 Penalty: 5079.462891
	Iteration 34Q: 3 clusters Score -3474386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3474393.000000 Penalty: 5079.462891
	Iteration 35Q: 3 clusters Score -3474393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3474397.250000 Penalty: 5079.462891
	Iteration 36Q: 3 clusters Score -3474397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3474407.000000 Penalty: 5079.462891
	Iteration 37Q: 3 clusters Score -3474407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3474415.750000 Penalty: 5079.462891
	Iteration 38Q: 3 clusters Score -3474416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3474417.500000 Penalty: 5079.462891
	Iteration 39Q: 3 clusters Score -3474418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3474415.250000 Penalty: 5079.462891
	Iteration 40F: 3 clusters Score -3474415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3474418.750000 Penalty: 5079.462891
	Iteration 41Q: 3 clusters Score -3474419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3474419.500000 Penalty: 5079.462891
	Iteration 42Q: 3 clusters Score -3474420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3474419.500000 Penalty: 5079.462891
	Iteration 43F: 3 clusters Score -3474420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Entering Unmasked Estep 
Score: -4853779.500000 Penalty: 2622.309082
	Iteration 0F: 2 clusters Score -4853780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4827187.500000 Penalty: 5244.618164
	Iteration 0F: 3 clusters Score -4827188 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4837242.000000 Penalty: 5244.618164
	Iteration 1F: 3 clusters Score -4837242 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4838022.500000 Penalty: 5244.618164
	Iteration 2Q: 3 clusters Score -4838022 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4839170.500000 Penalty: 5244.618164
	Iteration 3F: 3 clusters Score -4839170 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4840708.000000 Penalty: 5244.618164
	Iteration 4F: 3 clusters Score -4840708 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4842602.500000 Penalty: 5244.618164
	Iteration 5F: 3 clusters Score -4842602 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4844390.000000 Penalty: 5244.618164
	Iteration 6F: 3 clusters Score -4844390 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4845742.000000 Penalty: 5244.618164
	Iteration 7F: 3 clusters Score -4845742 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4846764.000000 Penalty: 5244.618164
	Iteration 8Q: 3 clusters Score -4846764 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4847495.500000 Penalty: 5244.618164
	Iteration 9Q: 3 clusters Score -4847496 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4848165.000000 Penalty: 5244.618164
	Iteration 10Q: 3 clusters Score -4848165 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4848786.000000 Penalty: 5244.618164
	Iteration 11Q: 3 clusters Score -4848786 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4849358.500000 Penalty: 5244.618164
	Iteration 12Q: 3 clusters Score -4849358 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4849899.500000 Penalty: 5244.618164
	Iteration 13Q: 3 clusters Score -4849900 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4850321.000000 Penalty: 5244.618164
	Iteration 14Q: 3 clusters Score -4850321 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4850653.500000 Penalty: 5244.618164
	Iteration 15Q: 3 clusters Score -4850654 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4850877.500000 Penalty: 5244.618164
	Iteration 16Q: 3 clusters Score -4850878 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4851074.000000 Penalty: 5244.618164
	Iteration 17Q: 3 clusters Score -4851074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4851235.000000 Penalty: 5244.618164
	Iteration 18Q: 3 clusters Score -4851235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4851321.500000 Penalty: 5244.618164
	Iteration 19Q: 3 clusters Score -4851322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4851398.000000 Penalty: 5244.618164
	Iteration 20F: 3 clusters Score -4851398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4851464.500000 Penalty: 5244.618164
	Iteration 21Q: 3 clusters Score -4851464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4851527.500000 Penalty: 5244.618164
	Iteration 22Q: 3 clusters Score -4851528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4851552.000000 Penalty: 5244.618164
	Iteration 23Q: 3 clusters Score -4851552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4851576.000000 Penalty: 5244.618164
	Iteration 24Q: 3 clusters Score -4851576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4851598.000000 Penalty: 5244.618164
	Iteration 25Q: 3 clusters Score -4851598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4851611.000000 Penalty: 5244.618164
	Iteration 26Q: 3 clusters Score -4851611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4851626.000000 Penalty: 5244.618164
	Iteration 27Q: 3 clusters Score -4851626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4851644.500000 Penalty: 5244.618164
	Iteration 28Q: 3 clusters Score -4851644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4851655.000000 Penalty: 5244.618164
	Iteration 29Q: 3 clusters Score -4851655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4851660.000000 Penalty: 5244.618164
	Iteration 30Q: 3 clusters Score -4851660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4851664.000000 Penalty: 5244.618164
	Iteration 31Q: 3 clusters Score -4851664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4851669.000000 Penalty: 5244.618164
	Iteration 32Q: 3 clusters Score -4851669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4851661.000000 Penalty: 5244.618164
	Iteration 33Q: 3 clusters Score -4851661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4851663.500000 Penalty: 5244.618164
	Iteration 34Q: 3 clusters Score -4851664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4851668.000000 Penalty: 5244.618164
	Iteration 35Q: 3 clusters Score -4851668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4851672.000000 Penalty: 5244.618164
	Iteration 36Q: 3 clusters Score -4851672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4851679.000000 Penalty: 5244.618164
	Iteration 37Q: 3 clusters Score -4851679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4851681.000000 Penalty: 5244.618164
	Iteration 38Q: 3 clusters Score -4851681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4851678.500000 Penalty: 5244.618164
	Iteration 39Q: 3 clusters Score -4851678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4851677.000000 Penalty: 5244.618164
	Iteration 40F: 3 clusters Score -4851677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4851683.000000 Penalty: 5244.618164
	Iteration 41Q: 3 clusters Score -4851683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4851678.000000 Penalty: 5244.618164
	Iteration 42Q: 3 clusters Score -4851678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4851682.000000 Penalty: 5244.618164
	Iteration 43Q: 3 clusters Score -4851682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4851689.500000 Penalty: 5244.618164
	Iteration 44Q: 3 clusters Score -4851690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4851687.500000 Penalty: 5244.618164
	Iteration 45Q: 3 clusters Score -4851688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4851686.000000 Penalty: 5244.618164
	Iteration 46Q: 3 clusters Score -4851686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4851687.000000 Penalty: 5244.618164
	Iteration 47Q: 3 clusters Score -4851687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4851690.500000 Penalty: 5244.618164
	Iteration 48Q: 3 clusters Score -4851690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4851692.500000 Penalty: 5244.618164
	Iteration 49Q: 3 clusters Score -4851692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4851693.000000 Penalty: 5244.618164
	Iteration 50Q: 3 clusters Score -4851693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4851695.500000 Penalty: 5244.618164
	Iteration 51Q: 3 clusters Score -4851696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4851692.000000 Penalty: 5244.618164
	Iteration 52Q: 3 clusters Score -4851692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4851700.000000 Penalty: 5244.618164
	Iteration 53Q: 3 clusters Score -4851700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4851699.000000 Penalty: 5244.618164
	Iteration 54Q: 3 clusters Score -4851699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4851702.500000 Penalty: 5244.618164
	Iteration 55Q: 3 clusters Score -4851702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4851699.500000 Penalty: 5244.618164
	Iteration 56Q: 3 clusters Score -4851700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4851702.000000 Penalty: 5244.618164
	Iteration 57Q: 3 clusters Score -4851702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4851700.000000 Penalty: 5244.618164
	Iteration 58Q: 3 clusters Score -4851700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4851705.000000 Penalty: 5244.618164
	Iteration 59Q: 3 clusters Score -4851705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4851702.000000 Penalty: 5244.618164
	Iteration 60F: 3 clusters Score -4851702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4851704.500000 Penalty: 5244.618164
	Iteration 61Q: 3 clusters Score -4851704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4851704.500000 Penalty: 5244.618164
	Iteration 62F: 3 clusters Score -4851704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -921633.187500 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -921633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -915361.312500 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -915361.3 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -917096.625000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -917096.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -917357.750000 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -917357.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -917505.937500 Penalty: 4428.013184
	Iteration 3Q: 3 clusters Score -917505.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -917628.437500 Penalty: 4428.013184
	Iteration 4Q: 3 clusters Score -917628.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -917756.937500 Penalty: 4428.013184
	Iteration 5Q: 3 clusters Score -917756.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -917866.125000 Penalty: 4428.013184
	Iteration 6Q: 3 clusters Score -917866.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -917963.125000 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -917963.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -918072.875000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -918072.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -918187.937500 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -918187.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -918322.250000 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -918322.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -918483.375000 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -918483.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -918703.312500 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -918703.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -918996.437500 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -918996.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -919413.562500 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -919413.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -919955.625000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -919955.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -920322.812500 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -920322.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -920505.250000 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -920505.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -920584.125000 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -920584.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -920618.312500 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -920618.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -920634.125000 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -920634.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -920643.750000 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -920643.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -920651.937500 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -920651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -920652.937500 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -920652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -920653.437500 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -920653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -920653.062500 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -920653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -920654.187500 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -920654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -920657.562500 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -920657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -920659.312500 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -920659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -920658.875000 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -920658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -920659.500000 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -920659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -920659.437500 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -920659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -920658.875000 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -920658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -920658.875000 Penalty: 4428.013184
	Iteration 33F: 3 clusters Score -920658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Entering Unmasked Estep 
Score: -3273285.750000 Penalty: 2526.546875
	Iteration 0F: 2 clusters Score -3273286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3254910.250000 Penalty: 5053.093750
	Iteration 0F: 3 clusters Score -3254910 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3261679.250000 Penalty: 5053.093750
	Iteration 1F: 3 clusters Score -3261679 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3262301.500000 Penalty: 5053.093750
	Iteration 2F: 3 clusters Score -3262302 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3263032.250000 Penalty: 5053.093750
	Iteration 3F: 3 clusters Score -3263032 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3264024.500000 Penalty: 5053.093750
	Iteration 4F: 3 clusters Score -3264024 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3265191.000000 Penalty: 5053.093750
	Iteration 5F: 3 clusters Score -3265191 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3266441.000000 Penalty: 5053.093750
	Iteration 6F: 3 clusters Score -3266441 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3267615.250000 Penalty: 5053.093750
	Iteration 7F: 3 clusters Score -3267615 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3268614.750000 Penalty: 5053.093750
	Iteration 8Q: 3 clusters Score -3268615 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3269382.000000 Penalty: 5053.093750
	Iteration 9Q: 3 clusters Score -3269382 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3269912.750000 Penalty: 5053.093750
	Iteration 10Q: 3 clusters Score -3269913 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3270334.750000 Penalty: 5053.093750
	Iteration 11Q: 3 clusters Score -3270335 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3270664.500000 Penalty: 5053.093750
	Iteration 12Q: 3 clusters Score -3270664 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3270891.750000 Penalty: 5053.093750
	Iteration 13Q: 3 clusters Score -3270892 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3271047.750000 Penalty: 5053.093750
	Iteration 14Q: 3 clusters Score -3271048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3271196.500000 Penalty: 5053.093750
	Iteration 15Q: 3 clusters Score -3271196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3271334.000000 Penalty: 5053.093750
	Iteration 16Q: 3 clusters Score -3271334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3271411.500000 Penalty: 5053.093750
	Iteration 17Q: 3 clusters Score -3271412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3271483.750000 Penalty: 5053.093750
	Iteration 18Q: 3 clusters Score -3271484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3271542.000000 Penalty: 5053.093750
	Iteration 19Q: 3 clusters Score -3271542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3271606.750000 Penalty: 5053.093750
	Iteration 20F: 3 clusters Score -3271607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3271664.000000 Penalty: 5053.093750
	Iteration 21Q: 3 clusters Score -3271664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3271711.000000 Penalty: 5053.093750
	Iteration 22Q: 3 clusters Score -3271711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3271744.250000 Penalty: 5053.093750
	Iteration 23Q: 3 clusters Score -3271744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3271763.250000 Penalty: 5053.093750
	Iteration 24Q: 3 clusters Score -3271763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3271796.750000 Penalty: 5053.093750
	Iteration 25Q: 3 clusters Score -3271797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3271814.750000 Penalty: 5053.093750
	Iteration 26Q: 3 clusters Score -3271815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3271829.000000 Penalty: 5053.093750
	Iteration 27Q: 3 clusters Score -3271829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3271841.500000 Penalty: 5053.093750
	Iteration 28Q: 3 clusters Score -3271842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3271869.500000 Penalty: 5053.093750
	Iteration 29Q: 3 clusters Score -3271870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3271889.500000 Penalty: 5053.093750
	Iteration 30Q: 3 clusters Score -3271890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3271904.500000 Penalty: 5053.093750
	Iteration 31Q: 3 clusters Score -3271904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3271938.500000 Penalty: 5053.093750
	Iteration 32Q: 3 clusters Score -3271938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3271945.250000 Penalty: 5053.093750
	Iteration 33Q: 3 clusters Score -3271945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3271972.000000 Penalty: 5053.093750
	Iteration 34Q: 3 clusters Score -3271972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3271987.250000 Penalty: 5053.093750
	Iteration 35Q: 3 clusters Score -3271987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3272001.500000 Penalty: 5053.093750
	Iteration 36Q: 3 clusters Score -3272002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3272003.250000 Penalty: 5053.093750
	Iteration 37Q: 3 clusters Score -3272003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3271996.000000 Penalty: 5053.093750
	Iteration 38Q: 3 clusters Score -3271996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3272017.750000 Penalty: 5053.093750
	Iteration 39Q: 3 clusters Score -3272018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3272014.750000 Penalty: 5053.093750
	Iteration 40F: 3 clusters Score -3272015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3272030.000000 Penalty: 5053.093750
	Iteration 41Q: 3 clusters Score -3272030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3272046.750000 Penalty: 5053.093750
	Iteration 42Q: 3 clusters Score -3272047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3272051.250000 Penalty: 5053.093750
	Iteration 43Q: 3 clusters Score -3272051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3272054.250000 Penalty: 5053.093750
	Iteration 44Q: 3 clusters Score -3272054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3272052.250000 Penalty: 5053.093750
	Iteration 45Q: 3 clusters Score -3272052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3272059.500000 Penalty: 5053.093750
	Iteration 46Q: 3 clusters Score -3272060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3272063.250000 Penalty: 5053.093750
	Iteration 47Q: 3 clusters Score -3272063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3272060.750000 Penalty: 5053.093750
	Iteration 48Q: 3 clusters Score -3272061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3272066.750000 Penalty: 5053.093750
	Iteration 49Q: 3 clusters Score -3272067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3272062.750000 Penalty: 5053.093750
	Iteration 50Q: 3 clusters Score -3272063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3272061.250000 Penalty: 5053.093750
	Iteration 51Q: 3 clusters Score -3272061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3272062.750000 Penalty: 5053.093750
	Iteration 52Q: 3 clusters Score -3272063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3272071.000000 Penalty: 5053.093750
	Iteration 53Q: 3 clusters Score -3272071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3272067.500000 Penalty: 5053.093750
	Iteration 54Q: 3 clusters Score -3272068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3272076.250000 Penalty: 5053.093750
	Iteration 55Q: 3 clusters Score -3272076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3272068.000000 Penalty: 5053.093750
	Iteration 56Q: 3 clusters Score -3272068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3272071.250000 Penalty: 5053.093750
	Iteration 57Q: 3 clusters Score -3272071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3272070.000000 Penalty: 5053.093750
	Iteration 58Q: 3 clusters Score -3272070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3272074.000000 Penalty: 5053.093750
	Iteration 59Q: 3 clusters Score -3272074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3272074.500000 Penalty: 5053.093750
	Iteration 60F: 3 clusters Score -3272074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3272076.000000 Penalty: 5053.093750
	Iteration 61Q: 3 clusters Score -3272076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3272076.750000 Penalty: 5053.093750
	Iteration 62Q: 3 clusters Score -3272077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3272074.750000 Penalty: 5053.093750
	Iteration 63Q: 3 clusters Score -3272075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3272079.750000 Penalty: 5053.093750
	Iteration 64Q: 3 clusters Score -3272080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3272084.500000 Penalty: 5053.093750
	Iteration 65Q: 3 clusters Score -3272084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3272082.750000 Penalty: 5053.093750
	Iteration 66Q: 3 clusters Score -3272083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3272086.000000 Penalty: 5053.093750
	Iteration 67Q: 3 clusters Score -3272086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3272099.250000 Penalty: 5053.093750
	Iteration 68Q: 3 clusters Score -3272099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3272100.250000 Penalty: 5053.093750
	Iteration 69Q: 3 clusters Score -3272100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3272096.250000 Penalty: 5053.093750
	Iteration 70Q: 3 clusters Score -3272096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3272096.500000 Penalty: 5053.093750
	Iteration 71Q: 3 clusters Score -3272096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3272100.500000 Penalty: 5053.093750
	Iteration 72Q: 3 clusters Score -3272100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3272099.250000 Penalty: 5053.093750
	Iteration 73Q: 3 clusters Score -3272099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3272110.250000 Penalty: 5053.093750
	Iteration 74Q: 3 clusters Score -3272110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3272104.000000 Penalty: 5053.093750
	Iteration 75Q: 3 clusters Score -3272104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3272110.750000 Penalty: 5053.093750
	Iteration 76Q: 3 clusters Score -3272111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3272106.000000 Penalty: 5053.093750
	Iteration 77Q: 3 clusters Score -3272106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3272114.500000 Penalty: 5053.093750
	Iteration 78Q: 3 clusters Score -3272114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3272118.000000 Penalty: 5053.093750
	Iteration 79Q: 3 clusters Score -3272118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3272115.750000 Penalty: 5053.093750
	Iteration 80F: 3 clusters Score -3272116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3272115.000000 Penalty: 5053.093750
	Iteration 81Q: 3 clusters Score -3272115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3272118.500000 Penalty: 5053.093750
	Iteration 82Q: 3 clusters Score -3272118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3272121.250000 Penalty: 5053.093750
	Iteration 83Q: 3 clusters Score -3272121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3272136.250000 Penalty: 5053.093750
	Iteration 84Q: 3 clusters Score -3272136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3272148.000000 Penalty: 5053.093750
	Iteration 85Q: 3 clusters Score -3272148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3272155.000000 Penalty: 5053.093750
	Iteration 86Q: 3 clusters Score -3272155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3272154.000000 Penalty: 5053.093750
	Iteration 87Q: 3 clusters Score -3272154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3272174.500000 Penalty: 5053.093750
	Iteration 88Q: 3 clusters Score -3272174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3272175.500000 Penalty: 5053.093750
	Iteration 89Q: 3 clusters Score -3272176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3272181.000000 Penalty: 5053.093750
	Iteration 90Q: 3 clusters Score -3272181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3272184.750000 Penalty: 5053.093750
	Iteration 91Q: 3 clusters Score -3272185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3272192.500000 Penalty: 5053.093750
	Iteration 92Q: 3 clusters Score -3272192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3272195.250000 Penalty: 5053.093750
	Iteration 93Q: 3 clusters Score -3272195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3272191.500000 Penalty: 5053.093750
	Iteration 94Q: 3 clusters Score -3272192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3272191.500000 Penalty: 5053.093750
	Iteration 95Q: 3 clusters Score -3272192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3272189.250000 Penalty: 5053.093750
	Iteration 96Q: 3 clusters Score -3272189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3272186.250000 Penalty: 5053.093750
	Iteration 97Q: 3 clusters Score -3272186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3272196.750000 Penalty: 5053.093750
	Iteration 98Q: 3 clusters Score -3272197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3272207.500000 Penalty: 5053.093750
	Iteration 99Q: 3 clusters Score -3272208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3272206.750000 Penalty: 5053.093750
	Iteration 100F: 3 clusters Score -3272207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3272201.000000 Penalty: 5053.093750
	Iteration 101Q: 3 clusters Score -3272201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3272205.250000 Penalty: 5053.093750
	Iteration 102Q: 3 clusters Score -3272205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3272204.250000 Penalty: 5053.093750
	Iteration 103Q: 3 clusters Score -3272204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3272206.250000 Penalty: 5053.093750
	Iteration 104Q: 3 clusters Score -3272206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3272210.500000 Penalty: 5053.093750
	Iteration 105Q: 3 clusters Score -3272210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3272216.250000 Penalty: 5053.093750
	Iteration 106Q: 3 clusters Score -3272216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3272212.250000 Penalty: 5053.093750
	Iteration 107Q: 3 clusters Score -3272212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3272213.000000 Penalty: 5053.093750
	Iteration 108Q: 3 clusters Score -3272213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3272214.250000 Penalty: 5053.093750
	Iteration 109Q: 3 clusters Score -3272214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3272218.250000 Penalty: 5053.093750
	Iteration 110Q: 3 clusters Score -3272218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3272218.500000 Penalty: 5053.093750
	Iteration 111Q: 3 clusters Score -3272218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3272216.500000 Penalty: 5053.093750
	Iteration 112Q: 3 clusters Score -3272216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3272217.500000 Penalty: 5053.093750
	Iteration 113Q: 3 clusters Score -3272218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3272218.000000 Penalty: 5053.093750
	Iteration 114Q: 3 clusters Score -3272218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3272219.500000 Penalty: 5053.093750
	Iteration 115Q: 3 clusters Score -3272220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3272222.000000 Penalty: 5053.093750
	Iteration 116Q: 3 clusters Score -3272222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3272219.750000 Penalty: 5053.093750
	Iteration 117Q: 3 clusters Score -3272220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3272219.750000 Penalty: 5053.093750
	Iteration 118F: 3 clusters Score -3272220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -301282.750000 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -301282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -298265.437500 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -298265.4 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -298869.968750 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -298870 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -299107.468750 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -299107.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -299282.062500 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -299282.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -299396.062500 Penalty: 3912.985840
	Iteration 4Q: 3 clusters Score -299396.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299515.031250 Penalty: 3912.985840
	Iteration 5Q: 3 clusters Score -299515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -299638.031250 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -299638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299789.406250 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -299789.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -299893.437500 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -299893.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -299966.718750 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -299966.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300023.906250 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -300023.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -300086.343750 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -300086.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300142.468750 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -300142.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300185.718750 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -300185.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -300207.875000 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -300207.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300223.593750 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -300223.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300239.781250 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -300239.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -300258.343750 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -300258.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -300272.687500 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -300272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -300280.406250 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -300280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -300286.125000 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -300286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -300288.687500 Penalty: 3912.985840
	Iteration 21Q: 3 clusters Score -300288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -300291.812500 Penalty: 3912.985840
	Iteration 22Q: 3 clusters Score -300291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -300295.406250 Penalty: 3912.985840
	Iteration 23Q: 3 clusters Score -300295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -300299.781250 Penalty: 3912.985840
	Iteration 24Q: 3 clusters Score -300299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -300302.937500 Penalty: 3912.985840
	Iteration 25Q: 3 clusters Score -300302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -300303.562500 Penalty: 3912.985840
	Iteration 26Q: 3 clusters Score -300303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -300307.000000 Penalty: 3912.985840
	Iteration 27Q: 3 clusters Score -300307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -300309.750000 Penalty: 3912.985840
	Iteration 28Q: 3 clusters Score -300309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -300309.500000 Penalty: 3912.985840
	Iteration 29Q: 3 clusters Score -300309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -300309.500000 Penalty: 3912.985840
	Iteration 30F: 3 clusters Score -300309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Entering Unmasked Estep 
Score: -7774137.000000 Penalty: 2735.795166
	Iteration 0F: 2 clusters Score -7774137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7732729.000000 Penalty: 5471.590332
	Iteration 0F: 3 clusters Score -7732729 nChanged 28747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -7748502.000000 Penalty: 5471.590332
	Iteration 1F: 3 clusters Score -7748502 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -7749031.000000 Penalty: 5471.590332
	Iteration 2Q: 3 clusters Score -7749031 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7749476.500000 Penalty: 5471.590332
	Iteration 3Q: 3 clusters Score -7749476 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -7749962.500000 Penalty: 5471.590332
	Iteration 4Q: 3 clusters Score -7749962 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -7750563.500000 Penalty: 5471.590332
	Iteration 5Q: 3 clusters Score -7750564 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -7751307.500000 Penalty: 5471.590332
	Iteration 6Q: 3 clusters Score -7751308 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -7752244.500000 Penalty: 5471.590332
	Iteration 7Q: 3 clusters Score -7752244 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -7753603.000000 Penalty: 5471.590332
	Iteration 8Q: 3 clusters Score -7753603 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -7755488.500000 Penalty: 5471.590332
	Iteration 9F: 3 clusters Score -7755488 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -7757749.000000 Penalty: 5471.590332
	Iteration 10F: 3 clusters Score -7757749 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7760253.000000 Penalty: 5471.590332
	Iteration 11F: 3 clusters Score -7760253 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7762232.000000 Penalty: 5471.590332
	Iteration 12F: 3 clusters Score -7762232 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7763402.500000 Penalty: 5471.590332
	Iteration 13Q: 3 clusters Score -7763402 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -7763925.000000 Penalty: 5471.590332
	Iteration 14Q: 3 clusters Score -7763925 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -7764179.000000 Penalty: 5471.590332
	Iteration 15Q: 3 clusters Score -7764179 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -7764318.000000 Penalty: 5471.590332
	Iteration 16Q: 3 clusters Score -7764318 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7764410.000000 Penalty: 5471.590332
	Iteration 17Q: 3 clusters Score -7764410 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -7764516.500000 Penalty: 5471.590332
	Iteration 18Q: 3 clusters Score -7764516 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -7764572.000000 Penalty: 5471.590332
	Iteration 19Q: 3 clusters Score -7764572 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -7764691.000000 Penalty: 5471.590332
	Iteration 20F: 3 clusters Score -7764691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7764816.500000 Penalty: 5471.590332
	Iteration 21Q: 3 clusters Score -7764816 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -7764864.000000 Penalty: 5471.590332
	Iteration 22Q: 3 clusters Score -7764864 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -7764935.000000 Penalty: 5471.590332
	Iteration 23Q: 3 clusters Score -7764935 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -7764978.000000 Penalty: 5471.590332
	Iteration 24Q: 3 clusters Score -7764978 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -7765059.000000 Penalty: 5471.590332
	Iteration 25Q: 3 clusters Score -7765059 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -7765155.000000 Penalty: 5471.590332
	Iteration 26Q: 3 clusters Score -7765155 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -7765211.500000 Penalty: 5471.590332
	Iteration 27Q: 3 clusters Score -7765212 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -7765261.500000 Penalty: 5471.590332
	Iteration 28Q: 3 clusters Score -7765262 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -7765368.500000 Penalty: 5471.590332
	Iteration 29Q: 3 clusters Score -7765368 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -7765475.000000 Penalty: 5471.590332
	Iteration 30Q: 3 clusters Score -7765475 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7765560.000000 Penalty: 5471.590332
	Iteration 31Q: 3 clusters Score -7765560 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7765636.500000 Penalty: 5471.590332
	Iteration 32Q: 3 clusters Score -7765636 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7765696.000000 Penalty: 5471.590332
	Iteration 33Q: 3 clusters Score -7765696 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -7765745.500000 Penalty: 5471.590332
	Iteration 34Q: 3 clusters Score -7765746 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -7765823.500000 Penalty: 5471.590332
	Iteration 35Q: 3 clusters Score -7765824 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7765872.500000 Penalty: 5471.590332
	Iteration 36Q: 3 clusters Score -7765872 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -7765941.500000 Penalty: 5471.590332
	Iteration 37Q: 3 clusters Score -7765942 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -7765995.500000 Penalty: 5471.590332
	Iteration 38Q: 3 clusters Score -7765996 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -7766056.000000 Penalty: 5471.590332
	Iteration 39Q: 3 clusters Score -7766056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7766121.500000 Penalty: 5471.590332
	Iteration 40F: 3 clusters Score -7766122 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7766215.000000 Penalty: 5471.590332
	Iteration 41Q: 3 clusters Score -7766215 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7766299.500000 Penalty: 5471.590332
	Iteration 42Q: 3 clusters Score -7766300 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7766360.500000 Penalty: 5471.590332
	Iteration 43Q: 3 clusters Score -7766360 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7766426.000000 Penalty: 5471.590332
	Iteration 44Q: 3 clusters Score -7766426 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7766511.500000 Penalty: 5471.590332
	Iteration 45Q: 3 clusters Score -7766512 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7766545.500000 Penalty: 5471.590332
	Iteration 46Q: 3 clusters Score -7766546 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7766638.000000 Penalty: 5471.590332
	Iteration 47Q: 3 clusters Score -7766638 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7766709.000000 Penalty: 5471.590332
	Iteration 48Q: 3 clusters Score -7766709 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -7766803.000000 Penalty: 5471.590332
	Iteration 49Q: 3 clusters Score -7766803 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -7766889.500000 Penalty: 5471.590332
	Iteration 50Q: 3 clusters Score -7766890 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -7766990.000000 Penalty: 5471.590332
	Iteration 51Q: 3 clusters Score -7766990 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -7767048.000000 Penalty: 5471.590332
	Iteration 52Q: 3 clusters Score -7767048 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -7767163.000000 Penalty: 5471.590332
	Iteration 53Q: 3 clusters Score -7767163 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -7767266.500000 Penalty: 5471.590332
	Iteration 54Q: 3 clusters Score -7767266 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -7767378.500000 Penalty: 5471.590332
	Iteration 55Q: 3 clusters Score -7767378 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -7767486.000000 Penalty: 5471.590332
	Iteration 56Q: 3 clusters Score -7767486 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -7767635.500000 Penalty: 5471.590332
	Iteration 57Q: 3 clusters Score -7767636 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -7767766.000000 Penalty: 5471.590332
	Iteration 58Q: 3 clusters Score -7767766 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -7767884.000000 Penalty: 5471.590332
	Iteration 59Q: 3 clusters Score -7767884 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -7767992.000000 Penalty: 5471.590332
	Iteration 60F: 3 clusters Score -7767992 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -7768144.000000 Penalty: 5471.590332
	Iteration 61Q: 3 clusters Score -7768144 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -7768291.000000 Penalty: 5471.590332
	Iteration 62Q: 3 clusters Score -7768291 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -7768441.000000 Penalty: 5471.590332
	Iteration 63Q: 3 clusters Score -7768441 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -7768643.000000 Penalty: 5471.590332
	Iteration 64Q: 3 clusters Score -7768643 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -7768826.500000 Penalty: 5471.590332
	Iteration 65Q: 3 clusters Score -7768826 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -7768990.500000 Penalty: 5471.590332
	Iteration 66Q: 3 clusters Score -7768990 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -7769162.000000 Penalty: 5471.590332
	Iteration 67Q: 3 clusters Score -7769162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -7769300.000000 Penalty: 5471.590332
	Iteration 68Q: 3 clusters Score -7769300 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -7769415.000000 Penalty: 5471.590332
	Iteration 69Q: 3 clusters Score -7769415 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -7769501.000000 Penalty: 5471.590332
	Iteration 70Q: 3 clusters Score -7769501 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -7769630.500000 Penalty: 5471.590332
	Iteration 71Q: 3 clusters Score -7769630 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7769763.500000 Penalty: 5471.590332
	Iteration 72Q: 3 clusters Score -7769764 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7769898.500000 Penalty: 5471.590332
	Iteration 73Q: 3 clusters Score -7769898 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -7770008.000000 Penalty: 5471.590332
	Iteration 74Q: 3 clusters Score -7770008 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7770131.000000 Penalty: 5471.590332
	Iteration 75Q: 3 clusters Score -7770131 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7770282.500000 Penalty: 5471.590332
	Iteration 76Q: 3 clusters Score -7770282 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7770385.500000 Penalty: 5471.590332
	Iteration 77Q: 3 clusters Score -7770386 nChanged 387
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Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -7770522.500000 Penalty: 5471.590332
	Iteration 78Q: 3 clusters Score -7770522 nChanged 372
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7770651.500000 Penalty: 5471.590332
	Iteration 79Q: 3 clusters Score -7770652 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -7770752.500000 Penalty: 5471.590332
	Iteration 80F: 3 clusters Score -7770752 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7770876.000000 Penalty: 5471.590332
	Iteration 81Q: 3 clusters Score -7770876 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -7770986.500000 Penalty: 5471.590332
	Iteration 82Q: 3 clusters Score -7770986 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -7771049.500000 Penalty: 5471.590332
	Iteration 83Q: 3 clusters Score -7771050 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -7771122.000000 Penalty: 5471.590332
	Iteration 84Q: 3 clusters Score -7771122 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -7771204.000000 Penalty: 5471.590332
	Iteration 85Q: 3 clusters Score -7771204 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7771253.000000 Penalty: 5471.590332
	Iteration 86Q: 3 clusters Score -7771253 nChanged 155
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Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -7771285.500000 Penalty: 5471.590332
	Iteration 87Q: 3 clusters Score -7771286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -7771303.000000 Penalty: 5471.590332
	Iteration 88Q: 3 clusters Score -7771303 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -7771344.000000 Penalty: 5471.590332
	Iteration 89Q: 3 clusters Score -7771344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -7771370.500000 Penalty: 5471.590332
	Iteration 90Q: 3 clusters Score -7771370 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -7771399.000000 Penalty: 5471.590332
	Iteration 91Q: 3 clusters Score -7771399 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -7771427.000000 Penalty: 5471.590332
	Iteration 92Q: 3 clusters Score -7771427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7771462.500000 Penalty: 5471.590332
	Iteration 93Q: 3 clusters Score -7771462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -7771479.000000 Penalty: 5471.590332
	Iteration 94Q: 3 clusters Score -7771479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -7771532.000000 Penalty: 5471.590332
	Iteration 95Q: 3 clusters Score -7771532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -7771533.000000 Penalty: 5471.590332
	Iteration 96Q: 3 clusters Score -7771533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -7771573.500000 Penalty: 5471.590332
	Iteration 97Q: 3 clusters Score -7771574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -7771618.500000 Penalty: 5471.590332
	Iteration 98Q: 3 clusters Score -7771618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -7771633.500000 Penalty: 5471.590332
	Iteration 99Q: 3 clusters Score -7771634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -7771664.500000 Penalty: 5471.590332
	Iteration 100F: 3 clusters Score -7771664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -7771688.500000 Penalty: 5471.590332
	Iteration 101Q: 3 clusters Score -7771688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7771694.500000 Penalty: 5471.590332
	Iteration 102Q: 3 clusters Score -7771694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -7771700.000000 Penalty: 5471.590332
	Iteration 103Q: 3 clusters Score -7771700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7771709.000000 Penalty: 5471.590332
	Iteration 104Q: 3 clusters Score -7771709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7771745.000000 Penalty: 5471.590332
	Iteration 105Q: 3 clusters Score -7771745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -7771741.500000 Penalty: 5471.590332
	Iteration 106Q: 3 clusters Score -7771742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -7771761.500000 Penalty: 5471.590332
	Iteration 107Q: 3 clusters Score -7771762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -7771776.000000 Penalty: 5471.590332
	Iteration 108Q: 3 clusters Score -7771776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7771795.000000 Penalty: 5471.590332
	Iteration 109Q: 3 clusters Score -7771795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -7771809.500000 Penalty: 5471.590332
	Iteration 110Q: 3 clusters Score -7771810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7771812.500000 Penalty: 5471.590332
	Iteration 111Q: 3 clusters Score -7771812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -7771822.000000 Penalty: 5471.590332
	Iteration 112Q: 3 clusters Score -7771822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -7771830.000000 Penalty: 5471.590332
	Iteration 113Q: 3 clusters Score -7771830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -7771851.500000 Penalty: 5471.590332
	Iteration 114Q: 3 clusters Score -7771852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -7771860.000000 Penalty: 5471.590332
	Iteration 115Q: 3 clusters Score -7771860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -7771867.500000 Penalty: 5471.590332
	Iteration 116Q: 3 clusters Score -7771868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -7771868.000000 Penalty: 5471.590332
	Iteration 117Q: 3 clusters Score -7771868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -7771880.500000 Penalty: 5471.590332
	Iteration 118Q: 3 clusters Score -7771880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7771883.500000 Penalty: 5471.590332
	Iteration 119Q: 3 clusters Score -7771884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -7771880.500000 Penalty: 5471.590332
	Iteration 120F: 3 clusters Score -7771880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7771881.000000 Penalty: 5471.590332
	Iteration 121Q: 3 clusters Score -7771881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -7771877.500000 Penalty: 5471.590332
	Iteration 122Q: 3 clusters Score -7771878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -7771874.000000 Penalty: 5471.590332
	Iteration 123Q: 3 clusters Score -7771874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -7771884.000000 Penalty: 5471.590332
	Iteration 124Q: 3 clusters Score -7771884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7771889.000000 Penalty: 5471.590332
	Iteration 125Q: 3 clusters Score -7771889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -7771896.500000 Penalty: 5471.590332
	Iteration 126Q: 3 clusters Score -7771896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7771897.000000 Penalty: 5471.590332
	Iteration 127Q: 3 clusters Score -7771897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -7771907.500000 Penalty: 5471.590332
	Iteration 128Q: 3 clusters Score -7771908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7771899.500000 Penalty: 5471.590332
	Iteration 129Q: 3 clusters Score -7771900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -7771901.500000 Penalty: 5471.590332
	Iteration 130Q: 3 clusters Score -7771902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -7771897.000000 Penalty: 5471.590332
	Iteration 131Q: 3 clusters Score -7771897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -7771905.000000 Penalty: 5471.590332
	Iteration 132Q: 3 clusters Score -7771905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -7771908.000000 Penalty: 5471.590332
	Iteration 133Q: 3 clusters Score -7771908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -7771905.000000 Penalty: 5471.590332
	Iteration 134Q: 3 clusters Score -7771905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -7771916.000000 Penalty: 5471.590332
	Iteration 135Q: 3 clusters Score -7771916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -7771914.500000 Penalty: 5471.590332
	Iteration 136Q: 3 clusters Score -7771914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7771909.500000 Penalty: 5471.590332
	Iteration 137Q: 3 clusters Score -7771910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -7771918.500000 Penalty: 5471.590332
	Iteration 138Q: 3 clusters Score -7771918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -7771916.500000 Penalty: 5471.590332
	Iteration 139Q: 3 clusters Score -7771916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -7771918.000000 Penalty: 5471.590332
	Iteration 140F: 3 clusters Score -7771918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -7771921.500000 Penalty: 5471.590332
	Iteration 141Q: 3 clusters Score -7771922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -7771913.000000 Penalty: 5471.590332
	Iteration 142Q: 3 clusters Score -7771913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -7771920.500000 Penalty: 5471.590332
	Iteration 143Q: 3 clusters Score -7771920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -7771922.000000 Penalty: 5471.590332
	Iteration 144Q: 3 clusters Score -7771922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -7771917.000000 Penalty: 5471.590332
	Iteration 145Q: 3 clusters Score -7771917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -7771918.000000 Penalty: 5471.590332
	Iteration 146Q: 3 clusters Score -7771918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7771923.500000 Penalty: 5471.590332
	Iteration 147Q: 3 clusters Score -7771924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -7771924.500000 Penalty: 5471.590332
	Iteration 148Q: 3 clusters Score -7771924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -7771922.000000 Penalty: 5471.590332
	Iteration 149Q: 3 clusters Score -7771922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7771922.500000 Penalty: 5471.590332
	Iteration 150Q: 3 clusters Score -7771922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -7771918.500000 Penalty: 5471.590332
	Iteration 151Q: 3 clusters Score -7771918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7771923.000000 Penalty: 5471.590332
	Iteration 152Q: 3 clusters Score -7771923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -7771916.500000 Penalty: 5471.590332
	Iteration 153Q: 3 clusters Score -7771916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -7771916.500000 Penalty: 5471.590332
	Iteration 154F: 3 clusters Score -7771916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -38139.347656 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -38139.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36923.855469 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -36923.86 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37222.523438 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -37222.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37323.132812 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -37323.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37423.199219 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -37423.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37495.933594 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -37495.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37623.625000 Penalty: 3016.780762
	Iteration 5F: 3 clusters Score -37623.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38005.816406 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -38005.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38390.132812 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -38390.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38509.394531 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -38509.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38558.859375 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -38558.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38634.250000 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -38634.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38747.777344 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -38747.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38819.433594 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -38819.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38835.195312 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -38835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38842.871094 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -38842.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38849.183594 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -38849.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38857.828125 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -38857.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38864.003906 Penalty: 3016.780762
	Iteration 17F: 3 clusters Score -38864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38916.437500 Penalty: 3016.780762
	Iteration 18Q: 3 clusters Score -38916.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38921.953125 Penalty: 3016.780762
	Iteration 19Q: 3 clusters Score -38921.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38921.953125 Penalty: 3016.780762
	Iteration 20F: 3 clusters Score -38921.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38431 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28025 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 61786 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158677 members 
Mstep: Class 21 contains 375192 members 
Mstep: Class 22 contains 61102 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29416 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18193 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23792 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5911 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 230 members 
Entering Unmasked Estep 
Score: -142006544.000000 Penalty: 173266.296875
Splitting cluster 18 changes total score from -142007760.000000 to -142006544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -330940.000000 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -330940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -327817.093750 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -327817.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -328359.937500 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -328359.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -328515.718750 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -328515.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -328628.125000 Penalty: 3926.555664
	Iteration 3F: 3 clusters Score -328628.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328717.843750 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -328717.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -328769.468750 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -328769.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -328814.843750 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -328814.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -328852.312500 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -328852.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -328876.750000 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -328876.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328896.312500 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -328896.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -328913.843750 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -328913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -328925.406250 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -328925.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -328934.781250 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -328934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -328945.218750 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -328945.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -328961.031250 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -328961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -328982.281250 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -328982.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -329001.062500 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -329001.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -329013.031250 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -329013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -329022.437500 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -329022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -329026.593750 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -329026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -329031.093750 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -329031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -329033.343750 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -329033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -329036.468750 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -329036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -329039.718750 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -329039.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -329043.281250 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -329043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -329047.625000 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -329047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -329052.000000 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -329052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -329055.343750 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -329055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -329059.093750 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -329059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -329061.281250 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -329061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -329062.625000 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -329062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -329062.656250 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -329062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -329062.656250 Penalty: 3926.555664
	Iteration 32F: 3 clusters Score -329062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Entering Unmasked Estep 
Score: -19636586.000000 Penalty: 2969.707031
	Iteration 0F: 2 clusters Score -1.963659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -19530176.000000 Penalty: 5939.414062
	Iteration 0F: 3 clusters Score -1.953018e+07 nChanged 76022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -19574350.000000 Penalty: 5939.414062
	Iteration 1F: 3 clusters Score -1.957435e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -19575520.000000 Penalty: 5939.414062
	Iteration 2Q: 3 clusters Score -1.957552e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -19576984.000000 Penalty: 5939.414062
	Iteration 3Q: 3 clusters Score -1.957698e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -19579270.000000 Penalty: 5939.414062
	Iteration 4Q: 3 clusters Score -1.957927e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -19582242.000000 Penalty: 5939.414062
	Iteration 5Q: 3 clusters Score -1.958224e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -19586324.000000 Penalty: 5939.414062
	Iteration 6F: 3 clusters Score -1.958632e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -19591426.000000 Penalty: 5939.414062
	Iteration 7F: 3 clusters Score -1.959143e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 101431 members 
Entering Unmasked Estep 
Score: -19596634.000000 Penalty: 5939.414062
	Iteration 8F: 3 clusters Score -1.959663e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -19601072.000000 Penalty: 5939.414062
	Iteration 9F: 3 clusters Score -1.960107e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -19604956.000000 Penalty: 5939.414062
	Iteration 10F: 3 clusters Score -1.960496e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -19608832.000000 Penalty: 5939.414062
	Iteration 11Q: 3 clusters Score -1.960883e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 128489 members 
Entering Unmasked Estep 
Score: -19612924.000000 Penalty: 5939.414062
	Iteration 12Q: 3 clusters Score -1.961292e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 135644 members 
Entering Unmasked Estep 
Score: -19617376.000000 Penalty: 5939.414062
	Iteration 13Q: 3 clusters Score -1.961738e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -19622210.000000 Penalty: 5939.414062
	Iteration 14Q: 3 clusters Score -1.962221e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -19626254.000000 Penalty: 5939.414062
	Iteration 15Q: 3 clusters Score -1.962625e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -19629468.000000 Penalty: 5939.414062
	Iteration 16Q: 3 clusters Score -1.962947e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -19631670.000000 Penalty: 5939.414062
	Iteration 17Q: 3 clusters Score -1.963167e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -19632830.000000 Penalty: 5939.414062
	Iteration 18Q: 3 clusters Score -1.963283e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 157132 members 
Entering Unmasked Estep 
Score: -19633548.000000 Penalty: 5939.414062
	Iteration 19Q: 3 clusters Score -1.963355e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -19633848.000000 Penalty: 5939.414062
	Iteration 20F: 3 clusters Score -1.963385e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157694 members 
Entering Unmasked Estep 
Score: -19633988.000000 Penalty: 5939.414062
	Iteration 21Q: 3 clusters Score -1.963399e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 157802 members 
Entering Unmasked Estep 
Score: -19634084.000000 Penalty: 5939.414062
	Iteration 22Q: 3 clusters Score -1.963408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -19634142.000000 Penalty: 5939.414062
	Iteration 23Q: 3 clusters Score -1.963414e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -19634186.000000 Penalty: 5939.414062
	Iteration 24Q: 3 clusters Score -1.963419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -19634192.000000 Penalty: 5939.414062
	Iteration 25Q: 3 clusters Score -1.963419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -19634208.000000 Penalty: 5939.414062
	Iteration 26Q: 3 clusters Score -1.963421e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -19634232.000000 Penalty: 5939.414062
	Iteration 27Q: 3 clusters Score -1.963423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 157970 members 
Entering Unmasked Estep 
Score: -19634256.000000 Penalty: 5939.414062
	Iteration 28Q: 3 clusters Score -1.963426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -19634308.000000 Penalty: 5939.414062
	Iteration 29Q: 3 clusters Score -1.963431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -19634310.000000 Penalty: 5939.414062
	Iteration 30Q: 3 clusters Score -1.963431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -19634316.000000 Penalty: 5939.414062
	Iteration 31Q: 3 clusters Score -1.963432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -19634326.000000 Penalty: 5939.414062
	Iteration 32Q: 3 clusters Score -1.963433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -19634322.000000 Penalty: 5939.414062
	Iteration 33Q: 3 clusters Score -1.963432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -19634318.000000 Penalty: 5939.414062
	Iteration 34Q: 3 clusters Score -1.963432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 158028 members 
Entering Unmasked Estep 
Score: -19634336.000000 Penalty: 5939.414062
	Iteration 35Q: 3 clusters Score -1.963434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -19634338.000000 Penalty: 5939.414062
	Iteration 36Q: 3 clusters Score -1.963434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -19634340.000000 Penalty: 5939.414062
	Iteration 37Q: 3 clusters Score -1.963434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -19634340.000000 Penalty: 5939.414062
	Iteration 38Q: 3 clusters Score -1.963434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -19634334.000000 Penalty: 5939.414062
	Iteration 39Q: 3 clusters Score -1.963433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -19634332.000000 Penalty: 5939.414062
	Iteration 40F: 3 clusters Score -1.963433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -19634348.000000 Penalty: 5939.414062
	Iteration 41Q: 3 clusters Score -1.963435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -19634340.000000 Penalty: 5939.414062
	Iteration 42Q: 3 clusters Score -1.963434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -19634340.000000 Penalty: 5939.414062
	Iteration 43Q: 3 clusters Score -1.963434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -19634350.000000 Penalty: 5939.414062
	Iteration 44Q: 3 clusters Score -1.963435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 158033 members 
Entering Unmasked Estep 
Score: -19634342.000000 Penalty: 5939.414062
	Iteration 45Q: 3 clusters Score -1.963434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -19634354.000000 Penalty: 5939.414062
	Iteration 46Q: 3 clusters Score -1.963435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -19634354.000000 Penalty: 5939.414062
	Iteration 47F: 3 clusters Score -1.963435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (375192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375192 members 
Entering Unmasked Estep 
Score: -47001444.000000 Penalty: 3183.127930
	Iteration 0F: 2 clusters Score -4.700144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 188007 members 
Entering Unmasked Estep 
Score: -46784200.000000 Penalty: 6366.255859
	Iteration 0F: 3 clusters Score -4.67842e+07 nChanged 182455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 201332 members 
Entering Unmasked Estep 
Score: -46893316.000000 Penalty: 6366.255859
	Iteration 1F: 3 clusters Score -4.689332e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 209463 members 
Entering Unmasked Estep 
Score: -46895944.000000 Penalty: 6366.255859
	Iteration 2Q: 3 clusters Score -4.689594e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 222016 members 
Entering Unmasked Estep 
Score: -46901112.000000 Penalty: 6366.255859
	Iteration 3Q: 3 clusters Score -4.690111e+07 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 240551 members 
Entering Unmasked Estep 
Score: -46910056.000000 Penalty: 6366.255859
	Iteration 4F: 3 clusters Score -4.691006e+07 nChanged 26437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 266064 members 
Entering Unmasked Estep 
Score: -46924536.000000 Penalty: 6366.255859
	Iteration 5F: 3 clusters Score -4.692454e+07 nChanged 30205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 295433 members 
Entering Unmasked Estep 
Score: -46943804.000000 Penalty: 6366.255859
	Iteration 6F: 3 clusters Score -4.69438e+07 nChanged 27805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 322582 members 
Entering Unmasked Estep 
Score: -46962884.000000 Penalty: 6366.255859
	Iteration 7F: 3 clusters Score -4.696288e+07 nChanged 20253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 342293 members 
Entering Unmasked Estep 
Score: -46980268.000000 Penalty: 6366.255859
	Iteration 8F: 3 clusters Score -4.698027e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 354108 members 
Entering Unmasked Estep 
Score: -46990884.000000 Penalty: 6366.255859
	Iteration 9Q: 3 clusters Score -4.699088e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 360388 members 
Entering Unmasked Estep 
Score: -46995524.000000 Penalty: 6366.255859
	Iteration 10Q: 3 clusters Score -4.699552e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 363781 members 
Entering Unmasked Estep 
Score: -46998168.000000 Penalty: 6366.255859
	Iteration 11Q: 3 clusters Score -4.699817e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 365888 members 
Entering Unmasked Estep 
Score: -46999460.000000 Penalty: 6366.255859
	Iteration 12Q: 3 clusters Score -4.699946e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 367305 members 
Entering Unmasked Estep 
Score: -47000048.000000 Penalty: 6366.255859
	Iteration 13Q: 3 clusters Score -4.700005e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 368312 members 
Entering Unmasked Estep 
Score: -47000408.000000 Penalty: 6366.255859
	Iteration 14Q: 3 clusters Score -4.700041e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 369067 members 
Entering Unmasked Estep 
Score: -47000548.000000 Penalty: 6366.255859
	Iteration 15Q: 3 clusters Score -4.700055e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 369652 members 
Entering Unmasked Estep 
Score: -47000668.000000 Penalty: 6366.255859
	Iteration 16Q: 3 clusters Score -4.700067e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 370110 members 
Entering Unmasked Estep 
Score: -47000660.000000 Penalty: 6366.255859
	Iteration 17Q: 3 clusters Score -4.700066e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 370468 members 
Entering Unmasked Estep 
Score: -47000748.000000 Penalty: 6366.255859
	Iteration 18Q: 3 clusters Score -4.700075e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 370746 members 
Entering Unmasked Estep 
Score: -47000812.000000 Penalty: 6366.255859
	Iteration 19Q: 3 clusters Score -4.700081e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 370945 members 
Entering Unmasked Estep 
Score: -47000832.000000 Penalty: 6366.255859
	Iteration 20F: 3 clusters Score -4.700083e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 371103 members 
Entering Unmasked Estep 
Score: -47000848.000000 Penalty: 6366.255859
	Iteration 21Q: 3 clusters Score -4.700085e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 371234 members 
Entering Unmasked Estep 
Score: -47000872.000000 Penalty: 6366.255859
	Iteration 22Q: 3 clusters Score -4.700087e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 371345 members 
Entering Unmasked Estep 
Score: -47000956.000000 Penalty: 6366.255859
	Iteration 23Q: 3 clusters Score -4.700096e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 371442 members 
Entering Unmasked Estep 
Score: -47001012.000000 Penalty: 6366.255859
	Iteration 24Q: 3 clusters Score -4.700101e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 371543 members 
Entering Unmasked Estep 
Score: -47000952.000000 Penalty: 6366.255859
	Iteration 25Q: 3 clusters Score -4.700095e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 371633 members 
Entering Unmasked Estep 
Score: -47000948.000000 Penalty: 6366.255859
	Iteration 26Q: 3 clusters Score -4.700095e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 371689 members 
Entering Unmasked Estep 
Score: -47000988.000000 Penalty: 6366.255859
	Iteration 27Q: 3 clusters Score -4.700099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 371742 members 
Entering Unmasked Estep 
Score: -47000968.000000 Penalty: 6366.255859
	Iteration 28Q: 3 clusters Score -4.700097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 371770 members 
Entering Unmasked Estep 
Score: -47001036.000000 Penalty: 6366.255859
	Iteration 29Q: 3 clusters Score -4.700104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 371797 members 
Entering Unmasked Estep 
Score: -47000984.000000 Penalty: 6366.255859
	Iteration 30Q: 3 clusters Score -4.700098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 371825 members 
Entering Unmasked Estep 
Score: -47000988.000000 Penalty: 6366.255859
	Iteration 31Q: 3 clusters Score -4.700099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 371854 members 
Entering Unmasked Estep 
Score: -47000976.000000 Penalty: 6366.255859
	Iteration 32Q: 3 clusters Score -4.700098e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 371880 members 
Entering Unmasked Estep 
Score: -47000980.000000 Penalty: 6366.255859
	Iteration 33Q: 3 clusters Score -4.700098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 371897 members 
Entering Unmasked Estep 
Score: -47000964.000000 Penalty: 6366.255859
	Iteration 34Q: 3 clusters Score -4.700096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 371915 members 
Entering Unmasked Estep 
Score: -47000944.000000 Penalty: 6366.255859
	Iteration 35Q: 3 clusters Score -4.700094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 371929 members 
Entering Unmasked Estep 
Score: -47000948.000000 Penalty: 6366.255859
	Iteration 36Q: 3 clusters Score -4.700095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 371945 members 
Entering Unmasked Estep 
Score: -47000948.000000 Penalty: 6366.255859
	Iteration 37Q: 3 clusters Score -4.700095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 371963 members 
Entering Unmasked Estep 
Score: -47000936.000000 Penalty: 6366.255859
	Iteration 38Q: 3 clusters Score -4.700094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 371978 members 
Entering Unmasked Estep 
Score: -47000904.000000 Penalty: 6366.255859
	Iteration 39Q: 3 clusters Score -4.70009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 371990 members 
Entering Unmasked Estep 
Score: -47000912.000000 Penalty: 6366.255859
	Iteration 40F: 3 clusters Score -4.700091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 372006 members 
Entering Unmasked Estep 
Score: -47000900.000000 Penalty: 6366.255859
	Iteration 41Q: 3 clusters Score -4.70009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 372016 members 
Entering Unmasked Estep 
Score: -47000900.000000 Penalty: 6366.255859
	Iteration 42Q: 3 clusters Score -4.70009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 372026 members 
Entering Unmasked Estep 
Score: -47000892.000000 Penalty: 6366.255859
	Iteration 43Q: 3 clusters Score -4.700089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 372032 members 
Entering Unmasked Estep 
Score: -47000896.000000 Penalty: 6366.255859
	Iteration 44Q: 3 clusters Score -4.70009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 372039 members 
Entering Unmasked Estep 
Score: -47000916.000000 Penalty: 6366.255859
	Iteration 45Q: 3 clusters Score -4.700092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 372051 members 
Entering Unmasked Estep 
Score: -47000892.000000 Penalty: 6366.255859
	Iteration 46Q: 3 clusters Score -4.700089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 372059 members 
Entering Unmasked Estep 
Score: -47000912.000000 Penalty: 6366.255859
	Iteration 47Q: 3 clusters Score -4.700091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 372066 members 
Entering Unmasked Estep 
Score: -47000888.000000 Penalty: 6366.255859
	Iteration 48Q: 3 clusters Score -4.700089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 372070 members 
Entering Unmasked Estep 
Score: -47000896.000000 Penalty: 6366.255859
	Iteration 49Q: 3 clusters Score -4.70009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 372075 members 
Entering Unmasked Estep 
Score: -47000880.000000 Penalty: 6366.255859
	Iteration 50Q: 3 clusters Score -4.700088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 372075 members 
Entering Unmasked Estep 
Score: -47000896.000000 Penalty: 6366.255859
	Iteration 51Q: 3 clusters Score -4.70009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 372075 members 
Entering Unmasked Estep 
Score: -47000896.000000 Penalty: 6366.255859
	Iteration 52F: 3 clusters Score -4.70009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Entering Unmasked Estep 
Score: -7545670.500000 Penalty: 2733.034424
	Iteration 0F: 2 clusters Score -7545670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -7504484.500000 Penalty: 5466.068848
	Iteration 0F: 3 clusters Score -7504484 nChanged 28479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7520182.500000 Penalty: 5466.068848
	Iteration 1F: 3 clusters Score -7520182 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -7520769.000000 Penalty: 5466.068848
	Iteration 2Q: 3 clusters Score -7520769 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -7521405.000000 Penalty: 5466.068848
	Iteration 3Q: 3 clusters Score -7521405 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7522029.000000 Penalty: 5466.068848
	Iteration 4Q: 3 clusters Score -7522029 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -7522803.000000 Penalty: 5466.068848
	Iteration 5Q: 3 clusters Score -7522803 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -7524042.000000 Penalty: 5466.068848
	Iteration 6Q: 3 clusters Score -7524042 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7525879.500000 Penalty: 5466.068848
	Iteration 7F: 3 clusters Score -7525880 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -7528609.500000 Penalty: 5466.068848
	Iteration 8F: 3 clusters Score -7528610 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -7532047.500000 Penalty: 5466.068848
	Iteration 9F: 3 clusters Score -7532048 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -7535699.500000 Penalty: 5466.068848
	Iteration 10F: 3 clusters Score -7535700 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -7538602.000000 Penalty: 5466.068848
	Iteration 11F: 3 clusters Score -7538602 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -7540505.000000 Penalty: 5466.068848
	Iteration 12Q: 3 clusters Score -7540505 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7541708.500000 Penalty: 5466.068848
	Iteration 13Q: 3 clusters Score -7541708 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -7542479.000000 Penalty: 5466.068848
	Iteration 14Q: 3 clusters Score -7542479 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7542848.500000 Penalty: 5466.068848
	Iteration 15Q: 3 clusters Score -7542848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7543116.500000 Penalty: 5466.068848
	Iteration 16Q: 3 clusters Score -7543116 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7543262.000000 Penalty: 5466.068848
	Iteration 17Q: 3 clusters Score -7543262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7543338.000000 Penalty: 5466.068848
	Iteration 18Q: 3 clusters Score -7543338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7543402.500000 Penalty: 5466.068848
	Iteration 19Q: 3 clusters Score -7543402 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7543461.000000 Penalty: 5466.068848
	Iteration 20F: 3 clusters Score -7543461 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7543489.500000 Penalty: 5466.068848
	Iteration 21Q: 3 clusters Score -7543490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7543518.500000 Penalty: 5466.068848
	Iteration 22Q: 3 clusters Score -7543518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7543551.000000 Penalty: 5466.068848
	Iteration 23Q: 3 clusters Score -7543551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7543578.500000 Penalty: 5466.068848
	Iteration 24Q: 3 clusters Score -7543578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7543591.500000 Penalty: 5466.068848
	Iteration 25Q: 3 clusters Score -7543592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7543599.500000 Penalty: 5466.068848
	Iteration 26Q: 3 clusters Score -7543600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7543617.500000 Penalty: 5466.068848
	Iteration 27Q: 3 clusters Score -7543618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7543640.000000 Penalty: 5466.068848
	Iteration 28Q: 3 clusters Score -7543640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7543644.500000 Penalty: 5466.068848
	Iteration 29Q: 3 clusters Score -7543644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7543637.500000 Penalty: 5466.068848
	Iteration 30Q: 3 clusters Score -7543638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7543653.500000 Penalty: 5466.068848
	Iteration 31Q: 3 clusters Score -7543654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7543661.500000 Penalty: 5466.068848
	Iteration 32Q: 3 clusters Score -7543662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7543683.000000 Penalty: 5466.068848
	Iteration 33Q: 3 clusters Score -7543683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7543689.000000 Penalty: 5466.068848
	Iteration 34Q: 3 clusters Score -7543689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7543694.500000 Penalty: 5466.068848
	Iteration 35Q: 3 clusters Score -7543694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7543700.000000 Penalty: 5466.068848
	Iteration 36Q: 3 clusters Score -7543700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7543706.000000 Penalty: 5466.068848
	Iteration 37Q: 3 clusters Score -7543706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7543707.500000 Penalty: 5466.068848
	Iteration 38Q: 3 clusters Score -7543708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7543718.000000 Penalty: 5466.068848
	Iteration 39Q: 3 clusters Score -7543718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7543713.500000 Penalty: 5466.068848
	Iteration 40F: 3 clusters Score -7543714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7543720.000000 Penalty: 5466.068848
	Iteration 41Q: 3 clusters Score -7543720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7543715.000000 Penalty: 5466.068848
	Iteration 42Q: 3 clusters Score -7543715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7543713.000000 Penalty: 5466.068848
	Iteration 43Q: 3 clusters Score -7543713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7543706.000000 Penalty: 5466.068848
	Iteration 44Q: 3 clusters Score -7543706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7543720.500000 Penalty: 5466.068848
	Iteration 45Q: 3 clusters Score -7543720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7543721.000000 Penalty: 5466.068848
	Iteration 46Q: 3 clusters Score -7543721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7543712.000000 Penalty: 5466.068848
	Iteration 47Q: 3 clusters Score -7543712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7543717.000000 Penalty: 5466.068848
	Iteration 48Q: 3 clusters Score -7543717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7543718.000000 Penalty: 5466.068848
	Iteration 49Q: 3 clusters Score -7543718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7543717.000000 Penalty: 5466.068848
	Iteration 50Q: 3 clusters Score -7543717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7543720.000000 Penalty: 5466.068848
	Iteration 51Q: 3 clusters Score -7543720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7543720.000000 Penalty: 5466.068848
	Iteration 52Q: 3 clusters Score -7543720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7543714.000000 Penalty: 5466.068848
	Iteration 53Q: 3 clusters Score -7543714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7543717.000000 Penalty: 5466.068848
	Iteration 54Q: 3 clusters Score -7543717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7543718.000000 Penalty: 5466.068848
	Iteration 55Q: 3 clusters Score -7543718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7543718.000000 Penalty: 5466.068848
	Iteration 56F: 3 clusters Score -7543718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Entering Unmasked Estep 
Score: -1544309.000000 Penalty: 2332.093262
	Iteration 0F: 2 clusters Score -1544309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1535278.125000 Penalty: 4664.186523
	Iteration 0F: 3 clusters Score -1535278 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1538072.500000 Penalty: 4664.186523
	Iteration 1F: 3 clusters Score -1538072 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1538824.250000 Penalty: 4664.186523
	Iteration 2F: 3 clusters Score -1538824 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1539874.875000 Penalty: 4664.186523
	Iteration 3F: 3 clusters Score -1539875 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1541000.000000 Penalty: 4664.186523
	Iteration 4F: 3 clusters Score -1541000 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1542008.375000 Penalty: 4664.186523
	Iteration 5F: 3 clusters Score -1542008 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1542723.750000 Penalty: 4664.186523
	Iteration 6F: 3 clusters Score -1542724 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1543121.750000 Penalty: 4664.186523
	Iteration 7Q: 3 clusters Score -1543122 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1543373.875000 Penalty: 4664.186523
	Iteration 8Q: 3 clusters Score -1543374 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1543496.750000 Penalty: 4664.186523
	Iteration 9Q: 3 clusters Score -1543497 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1543582.000000 Penalty: 4664.186523
	Iteration 10Q: 3 clusters Score -1543582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1543643.625000 Penalty: 4664.186523
	Iteration 11Q: 3 clusters Score -1543644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1543677.000000 Penalty: 4664.186523
	Iteration 12Q: 3 clusters Score -1543677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1543701.000000 Penalty: 4664.186523
	Iteration 13Q: 3 clusters Score -1543701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1543711.750000 Penalty: 4664.186523
	Iteration 14Q: 3 clusters Score -1543712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1543726.750000 Penalty: 4664.186523
	Iteration 15Q: 3 clusters Score -1543727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1543732.500000 Penalty: 4664.186523
	Iteration 16Q: 3 clusters Score -1543732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1543748.125000 Penalty: 4664.186523
	Iteration 17Q: 3 clusters Score -1543748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1543753.250000 Penalty: 4664.186523
	Iteration 18Q: 3 clusters Score -1543753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1543759.000000 Penalty: 4664.186523
	Iteration 19Q: 3 clusters Score -1543759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1543760.500000 Penalty: 4664.186523
	Iteration 20F: 3 clusters Score -1543760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1543760.625000 Penalty: 4664.186523
	Iteration 21Q: 3 clusters Score -1543761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1543764.375000 Penalty: 4664.186523
	Iteration 22Q: 3 clusters Score -1543764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1543762.125000 Penalty: 4664.186523
	Iteration 23Q: 3 clusters Score -1543762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1543767.625000 Penalty: 4664.186523
	Iteration 24Q: 3 clusters Score -1543768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1543773.250000 Penalty: 4664.186523
	Iteration 25Q: 3 clusters Score -1543773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1543770.250000 Penalty: 4664.186523
	Iteration 26Q: 3 clusters Score -1543770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1543774.375000 Penalty: 4664.186523
	Iteration 27Q: 3 clusters Score -1543774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1543778.875000 Penalty: 4664.186523
	Iteration 28Q: 3 clusters Score -1543779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1543780.250000 Penalty: 4664.186523
	Iteration 29Q: 3 clusters Score -1543780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1543778.000000 Penalty: 4664.186523
	Iteration 30Q: 3 clusters Score -1543778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1543780.375000 Penalty: 4664.186523
	Iteration 31Q: 3 clusters Score -1543780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1543785.000000 Penalty: 4664.186523
	Iteration 32Q: 3 clusters Score -1543785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1543787.625000 Penalty: 4664.186523
	Iteration 33Q: 3 clusters Score -1543788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1543789.875000 Penalty: 4664.186523
	Iteration 34Q: 3 clusters Score -1543790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1543790.250000 Penalty: 4664.186523
	Iteration 35Q: 3 clusters Score -1543790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1543794.375000 Penalty: 4664.186523
	Iteration 36Q: 3 clusters Score -1543794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1543794.375000 Penalty: 4664.186523
	Iteration 37Q: 3 clusters Score -1543794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1543794.375000 Penalty: 4664.186523
	Iteration 38Q: 3 clusters Score -1543794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1543791.750000 Penalty: 4664.186523
	Iteration 39Q: 3 clusters Score -1543792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1543795.750000 Penalty: 4664.186523
	Iteration 40F: 3 clusters Score -1543796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1543794.875000 Penalty: 4664.186523
	Iteration 41Q: 3 clusters Score -1543795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1543796.875000 Penalty: 4664.186523
	Iteration 42Q: 3 clusters Score -1543797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1543797.125000 Penalty: 4664.186523
	Iteration 43Q: 3 clusters Score -1543797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1543796.875000 Penalty: 4664.186523
	Iteration 44Q: 3 clusters Score -1543797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1543796.875000 Penalty: 4664.186523
	Iteration 45F: 3 clusters Score -1543797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29371.105469 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29371.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28070.855469 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -28070.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28218.542969 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28218.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28248.814453 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28248.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28265.951172 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28265.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28280.457031 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28280.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28280.457031 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -28280.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Entering Unmasked Estep 
Score: -1987345.375000 Penalty: 2416.066406
	Iteration 0F: 2 clusters Score -1987345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1975053.875000 Penalty: 4832.132812
	Iteration 0F: 3 clusters Score -1975054 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1979230.625000 Penalty: 4832.132812
	Iteration 1F: 3 clusters Score -1979231 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1979797.250000 Penalty: 4832.132812
	Iteration 2F: 3 clusters Score -1979797 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1980441.500000 Penalty: 4832.132812
	Iteration 3F: 3 clusters Score -1980442 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1981170.250000 Penalty: 4832.132812
	Iteration 4F: 3 clusters Score -1981170 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1981979.625000 Penalty: 4832.132812
	Iteration 5F: 3 clusters Score -1981980 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1982763.250000 Penalty: 4832.132812
	Iteration 6F: 3 clusters Score -1982763 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1983432.750000 Penalty: 4832.132812
	Iteration 7F: 3 clusters Score -1983433 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1983928.750000 Penalty: 4832.132812
	Iteration 8Q: 3 clusters Score -1983929 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1984255.375000 Penalty: 4832.132812
	Iteration 9Q: 3 clusters Score -1984255 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1984490.375000 Penalty: 4832.132812
	Iteration 10Q: 3 clusters Score -1984490 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1984645.625000 Penalty: 4832.132812
	Iteration 11Q: 3 clusters Score -1984646 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1984763.375000 Penalty: 4832.132812
	Iteration 12Q: 3 clusters Score -1984763 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1984847.500000 Penalty: 4832.132812
	Iteration 13Q: 3 clusters Score -1984848 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1984917.500000 Penalty: 4832.132812
	Iteration 14Q: 3 clusters Score -1984918 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1984973.125000 Penalty: 4832.132812
	Iteration 15Q: 3 clusters Score -1984973 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1985026.125000 Penalty: 4832.132812
	Iteration 16Q: 3 clusters Score -1985026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1985068.500000 Penalty: 4832.132812
	Iteration 17Q: 3 clusters Score -1985068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1985103.750000 Penalty: 4832.132812
	Iteration 18Q: 3 clusters Score -1985104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1985136.375000 Penalty: 4832.132812
	Iteration 19Q: 3 clusters Score -1985136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1985164.375000 Penalty: 4832.132812
	Iteration 20F: 3 clusters Score -1985164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1985204.750000 Penalty: 4832.132812
	Iteration 21Q: 3 clusters Score -1985205 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1985232.375000 Penalty: 4832.132812
	Iteration 22Q: 3 clusters Score -1985232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1985266.250000 Penalty: 4832.132812
	Iteration 23Q: 3 clusters Score -1985266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1985298.000000 Penalty: 4832.132812
	Iteration 24Q: 3 clusters Score -1985298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1985326.500000 Penalty: 4832.132812
	Iteration 25Q: 3 clusters Score -1985326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1985354.875000 Penalty: 4832.132812
	Iteration 26Q: 3 clusters Score -1985355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1985377.750000 Penalty: 4832.132812
	Iteration 27Q: 3 clusters Score -1985378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1985408.875000 Penalty: 4832.132812
	Iteration 28Q: 3 clusters Score -1985409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1985444.375000 Penalty: 4832.132812
	Iteration 29Q: 3 clusters Score -1985444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1985475.125000 Penalty: 4832.132812
	Iteration 30Q: 3 clusters Score -1985475 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1985513.000000 Penalty: 4832.132812
	Iteration 31Q: 3 clusters Score -1985513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1985538.125000 Penalty: 4832.132812
	Iteration 32Q: 3 clusters Score -1985538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1985555.125000 Penalty: 4832.132812
	Iteration 33Q: 3 clusters Score -1985555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1985581.875000 Penalty: 4832.132812
	Iteration 34Q: 3 clusters Score -1985582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1985596.625000 Penalty: 4832.132812
	Iteration 35Q: 3 clusters Score -1985597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1985618.625000 Penalty: 4832.132812
	Iteration 36Q: 3 clusters Score -1985619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1985632.375000 Penalty: 4832.132812
	Iteration 37Q: 3 clusters Score -1985632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1985645.375000 Penalty: 4832.132812
	Iteration 38Q: 3 clusters Score -1985645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1985655.375000 Penalty: 4832.132812
	Iteration 39Q: 3 clusters Score -1985655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1985665.500000 Penalty: 4832.132812
	Iteration 40F: 3 clusters Score -1985666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1985674.875000 Penalty: 4832.132812
	Iteration 41Q: 3 clusters Score -1985675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1985684.125000 Penalty: 4832.132812
	Iteration 42Q: 3 clusters Score -1985684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1985687.375000 Penalty: 4832.132812
	Iteration 43Q: 3 clusters Score -1985687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1985692.750000 Penalty: 4832.132812
	Iteration 44Q: 3 clusters Score -1985693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1985694.750000 Penalty: 4832.132812
	Iteration 45Q: 3 clusters Score -1985695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1985700.125000 Penalty: 4832.132812
	Iteration 46Q: 3 clusters Score -1985700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1985695.750000 Penalty: 4832.132812
	Iteration 47Q: 3 clusters Score -1985696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1985700.125000 Penalty: 4832.132812
	Iteration 48Q: 3 clusters Score -1985700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1985702.750000 Penalty: 4832.132812
	Iteration 49Q: 3 clusters Score -1985703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1985700.625000 Penalty: 4832.132812
	Iteration 50Q: 3 clusters Score -1985701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1985703.875000 Penalty: 4832.132812
	Iteration 51Q: 3 clusters Score -1985704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1985709.250000 Penalty: 4832.132812
	Iteration 52Q: 3 clusters Score -1985709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1985709.000000 Penalty: 4832.132812
	Iteration 53Q: 3 clusters Score -1985709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1985711.375000 Penalty: 4832.132812
	Iteration 54Q: 3 clusters Score -1985711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1985711.875000 Penalty: 4832.132812
	Iteration 55Q: 3 clusters Score -1985712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1985711.500000 Penalty: 4832.132812
	Iteration 56Q: 3 clusters Score -1985712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1985713.000000 Penalty: 4832.132812
	Iteration 57Q: 3 clusters Score -1985713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1985713.125000 Penalty: 4832.132812
	Iteration 58Q: 3 clusters Score -1985713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1985711.750000 Penalty: 4832.132812
	Iteration 59Q: 3 clusters Score -1985712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1985712.750000 Penalty: 4832.132812
	Iteration 60F: 3 clusters Score -1985713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Entering Unmasked Estep 
Score: -1482565.375000 Penalty: 2333.540527
	Iteration 0F: 2 clusters Score -1482565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1473604.875000 Penalty: 4667.081055
	Iteration 0F: 3 clusters Score -1473605 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1477620.125000 Penalty: 4667.081055
	Iteration 1F: 3 clusters Score -1477620 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1478780.000000 Penalty: 4667.081055
	Iteration 2F: 3 clusters Score -1478780 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1479355.500000 Penalty: 4667.081055
	Iteration 3F: 3 clusters Score -1479356 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1479692.750000 Penalty: 4667.081055
	Iteration 4F: 3 clusters Score -1479693 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1479922.875000 Penalty: 4667.081055
	Iteration 5Q: 3 clusters Score -1479923 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1480076.125000 Penalty: 4667.081055
	Iteration 6Q: 3 clusters Score -1480076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1480192.750000 Penalty: 4667.081055
	Iteration 7Q: 3 clusters Score -1480193 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1480280.250000 Penalty: 4667.081055
	Iteration 8Q: 3 clusters Score -1480280 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1480353.000000 Penalty: 4667.081055
	Iteration 9Q: 3 clusters Score -1480353 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1480417.625000 Penalty: 4667.081055
	Iteration 10Q: 3 clusters Score -1480418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1480482.000000 Penalty: 4667.081055
	Iteration 11Q: 3 clusters Score -1480482 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1480533.875000 Penalty: 4667.081055
	Iteration 12Q: 3 clusters Score -1480534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1480580.750000 Penalty: 4667.081055
	Iteration 13Q: 3 clusters Score -1480581 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1480630.750000 Penalty: 4667.081055
	Iteration 14Q: 3 clusters Score -1480631 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1480685.125000 Penalty: 4667.081055
	Iteration 15Q: 3 clusters Score -1480685 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1480756.625000 Penalty: 4667.081055
	Iteration 16Q: 3 clusters Score -1480757 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1480827.250000 Penalty: 4667.081055
	Iteration 17Q: 3 clusters Score -1480827 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1480914.750000 Penalty: 4667.081055
	Iteration 18Q: 3 clusters Score -1480915 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1481006.375000 Penalty: 4667.081055
	Iteration 19Q: 3 clusters Score -1481006 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1481110.875000 Penalty: 4667.081055
	Iteration 20F: 3 clusters Score -1481111 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1481211.250000 Penalty: 4667.081055
	Iteration 21Q: 3 clusters Score -1481211 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1481292.000000 Penalty: 4667.081055
	Iteration 22Q: 3 clusters Score -1481292 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1481365.500000 Penalty: 4667.081055
	Iteration 23Q: 3 clusters Score -1481366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1481429.875000 Penalty: 4667.081055
	Iteration 24Q: 3 clusters Score -1481430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1481497.375000 Penalty: 4667.081055
	Iteration 25Q: 3 clusters Score -1481497 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1481566.625000 Penalty: 4667.081055
	Iteration 26Q: 3 clusters Score -1481567 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1481627.500000 Penalty: 4667.081055
	Iteration 27Q: 3 clusters Score -1481628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1481695.375000 Penalty: 4667.081055
	Iteration 28Q: 3 clusters Score -1481695 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1481753.625000 Penalty: 4667.081055
	Iteration 29Q: 3 clusters Score -1481754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1481820.750000 Penalty: 4667.081055
	Iteration 30Q: 3 clusters Score -1481821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1481896.125000 Penalty: 4667.081055
	Iteration 31Q: 3 clusters Score -1481896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1481957.500000 Penalty: 4667.081055
	Iteration 32Q: 3 clusters Score -1481958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1482017.125000 Penalty: 4667.081055
	Iteration 33Q: 3 clusters Score -1482017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1482067.250000 Penalty: 4667.081055
	Iteration 34Q: 3 clusters Score -1482067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1482098.500000 Penalty: 4667.081055
	Iteration 35Q: 3 clusters Score -1482098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1482138.750000 Penalty: 4667.081055
	Iteration 36Q: 3 clusters Score -1482139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1482209.500000 Penalty: 4667.081055
	Iteration 37Q: 3 clusters Score -1482210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1482288.000000 Penalty: 4667.081055
	Iteration 38Q: 3 clusters Score -1482288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1482325.250000 Penalty: 4667.081055
	Iteration 39Q: 3 clusters Score -1482325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1482349.375000 Penalty: 4667.081055
	Iteration 40F: 3 clusters Score -1482349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1482367.125000 Penalty: 4667.081055
	Iteration 41Q: 3 clusters Score -1482367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1482378.500000 Penalty: 4667.081055
	Iteration 42Q: 3 clusters Score -1482378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1482386.125000 Penalty: 4667.081055
	Iteration 43Q: 3 clusters Score -1482386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1482395.500000 Penalty: 4667.081055
	Iteration 44Q: 3 clusters Score -1482396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1482401.125000 Penalty: 4667.081055
	Iteration 45Q: 3 clusters Score -1482401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1482399.750000 Penalty: 4667.081055
	Iteration 46Q: 3 clusters Score -1482400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1482403.375000 Penalty: 4667.081055
	Iteration 47Q: 3 clusters Score -1482403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1482402.250000 Penalty: 4667.081055
	Iteration 48Q: 3 clusters Score -1482402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1482399.500000 Penalty: 4667.081055
	Iteration 49Q: 3 clusters Score -1482400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1482400.250000 Penalty: 4667.081055
	Iteration 50Q: 3 clusters Score -1482400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1482400.375000 Penalty: 4667.081055
	Iteration 51Q: 3 clusters Score -1482400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1482400.375000 Penalty: 4667.081055
	Iteration 52F: 3 clusters Score -1482400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -299523.062500 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -299523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296565.843750 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -296565.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -297108.375000 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -297108.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -297239.281250 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -297239.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -297323.718750 Penalty: 3877.542236
	Iteration 3Q: 3 clusters Score -297323.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -297379.218750 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -297379.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -297420.375000 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -297420.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297449.718750 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -297449.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297478.718750 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -297478.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297505.875000 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -297505.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297521.156250 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -297521.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -297534.468750 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -297534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -297546.906250 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -297546.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297556.750000 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -297556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -297565.250000 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -297565.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297573.718750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -297573.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297581.375000 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -297581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297587.093750 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -297587.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -297594.031250 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -297594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297598.406250 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -297598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297602.312500 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -297602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -297604.437500 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -297604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -297606.250000 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -297606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297612.031250 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -297612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -297616.125000 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -297616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -297618.093750 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -297618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -297620.406250 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -297620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297622.625000 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -297622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297625.125000 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -297625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297626.718750 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -297626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297627.218750 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -297627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297627.218750 Penalty: 3877.542236
	Iteration 30F: 3 clusters Score -297627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -761807.062500 Penalty: 2165.211182
	Iteration 0F: 2 clusters Score -761807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -756591.500000 Penalty: 4330.422363
	Iteration 0F: 3 clusters Score -756591.5 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -757820.000000 Penalty: 4330.422363
	Iteration 1F: 3 clusters Score -757820 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -758041.437500 Penalty: 4330.422363
	Iteration 2F: 3 clusters Score -758041.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -758200.625000 Penalty: 4330.422363
	Iteration 3F: 3 clusters Score -758200.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -758308.250000 Penalty: 4330.422363
	Iteration 4Q: 3 clusters Score -758308.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -758370.125000 Penalty: 4330.422363
	Iteration 5Q: 3 clusters Score -758370.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -758415.875000 Penalty: 4330.422363
	Iteration 6Q: 3 clusters Score -758415.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -758448.375000 Penalty: 4330.422363
	Iteration 7Q: 3 clusters Score -758448.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -758476.375000 Penalty: 4330.422363
	Iteration 8Q: 3 clusters Score -758476.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -758508.687500 Penalty: 4330.422363
	Iteration 9Q: 3 clusters Score -758508.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -758533.812500 Penalty: 4330.422363
	Iteration 10Q: 3 clusters Score -758533.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -758558.312500 Penalty: 4330.422363
	Iteration 11Q: 3 clusters Score -758558.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -758590.875000 Penalty: 4330.422363
	Iteration 12Q: 3 clusters Score -758590.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -758611.750000 Penalty: 4330.422363
	Iteration 13Q: 3 clusters Score -758611.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -758622.562500 Penalty: 4330.422363
	Iteration 14Q: 3 clusters Score -758622.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -758631.125000 Penalty: 4330.422363
	Iteration 15Q: 3 clusters Score -758631.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -758637.937500 Penalty: 4330.422363
	Iteration 16Q: 3 clusters Score -758637.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -758644.250000 Penalty: 4330.422363
	Iteration 17Q: 3 clusters Score -758644.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -758651.750000 Penalty: 4330.422363
	Iteration 18Q: 3 clusters Score -758651.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -758662.937500 Penalty: 4330.422363
	Iteration 19Q: 3 clusters Score -758662.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -758672.937500 Penalty: 4330.422363
	Iteration 20F: 3 clusters Score -758672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -758679.000000 Penalty: 4330.422363
	Iteration 21Q: 3 clusters Score -758679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -758688.187500 Penalty: 4330.422363
	Iteration 22Q: 3 clusters Score -758688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -758693.250000 Penalty: 4330.422363
	Iteration 23Q: 3 clusters Score -758693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -758700.250000 Penalty: 4330.422363
	Iteration 24Q: 3 clusters Score -758700.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -758702.062500 Penalty: 4330.422363
	Iteration 25Q: 3 clusters Score -758702.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -758708.812500 Penalty: 4330.422363
	Iteration 26Q: 3 clusters Score -758708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -758711.250000 Penalty: 4330.422363
	Iteration 27Q: 3 clusters Score -758711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -758716.312500 Penalty: 4330.422363
	Iteration 28Q: 3 clusters Score -758716.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -758719.875000 Penalty: 4330.422363
	Iteration 29Q: 3 clusters Score -758719.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -758724.312500 Penalty: 4330.422363
	Iteration 30Q: 3 clusters Score -758724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -758727.937500 Penalty: 4330.422363
	Iteration 31Q: 3 clusters Score -758727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -758730.937500 Penalty: 4330.422363
	Iteration 32Q: 3 clusters Score -758730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -758735.125000 Penalty: 4330.422363
	Iteration 33Q: 3 clusters Score -758735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -758738.000000 Penalty: 4330.422363
	Iteration 34Q: 3 clusters Score -758738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -758739.875000 Penalty: 4330.422363
	Iteration 35Q: 3 clusters Score -758739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -758742.500000 Penalty: 4330.422363
	Iteration 36Q: 3 clusters Score -758742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -758742.125000 Penalty: 4330.422363
	Iteration 37Q: 3 clusters Score -758742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -758745.312500 Penalty: 4330.422363
	Iteration 38Q: 3 clusters Score -758745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -758746.937500 Penalty: 4330.422363
	Iteration 39Q: 3 clusters Score -758746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -758748.250000 Penalty: 4330.422363
	Iteration 40F: 3 clusters Score -758748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -758749.375000 Penalty: 4330.422363
	Iteration 41Q: 3 clusters Score -758749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -758749.625000 Penalty: 4330.422363
	Iteration 42Q: 3 clusters Score -758749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -758750.937500 Penalty: 4330.422363
	Iteration 43Q: 3 clusters Score -758750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -758752.875000 Penalty: 4330.422363
	Iteration 44Q: 3 clusters Score -758752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -758753.312500 Penalty: 4330.422363
	Iteration 45Q: 3 clusters Score -758753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -758751.375000 Penalty: 4330.422363
	Iteration 46Q: 3 clusters Score -758751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -758752.437500 Penalty: 4330.422363
	Iteration 47Q: 3 clusters Score -758752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -758752.500000 Penalty: 4330.422363
	Iteration 48Q: 3 clusters Score -758752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -758752.375000 Penalty: 4330.422363
	Iteration 49Q: 3 clusters Score -758752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -758752.375000 Penalty: 4330.422363
	Iteration 50Q: 3 clusters Score -758752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -758753.750000 Penalty: 4330.422363
	Iteration 51Q: 3 clusters Score -758753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -758752.625000 Penalty: 4330.422363
	Iteration 52Q: 3 clusters Score -758752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -758753.875000 Penalty: 4330.422363
	Iteration 53Q: 3 clusters Score -758753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -758754.750000 Penalty: 4330.422363
	Iteration 54Q: 3 clusters Score -758754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -758754.750000 Penalty: 4330.422363
	Iteration 55F: 3 clusters Score -758754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Entering Unmasked Estep 
Score: -3732342.500000 Penalty: 2551.744873
	Iteration 0F: 2 clusters Score -3732342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3712167.500000 Penalty: 5103.489746
	Iteration 0F: 3 clusters Score -3712168 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3719372.250000 Penalty: 5103.489746
	Iteration 1F: 3 clusters Score -3719372 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3719800.750000 Penalty: 5103.489746
	Iteration 2Q: 3 clusters Score -3719801 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3720100.000000 Penalty: 5103.489746
	Iteration 3Q: 3 clusters Score -3720100 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3720409.000000 Penalty: 5103.489746
	Iteration 4Q: 3 clusters Score -3720409 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3720723.000000 Penalty: 5103.489746
	Iteration 5Q: 3 clusters Score -3720723 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3721073.750000 Penalty: 5103.489746
	Iteration 6Q: 3 clusters Score -3721074 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3721519.000000 Penalty: 5103.489746
	Iteration 7Q: 3 clusters Score -3721519 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3722161.000000 Penalty: 5103.489746
	Iteration 8Q: 3 clusters Score -3722161 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3723147.500000 Penalty: 5103.489746
	Iteration 9F: 3 clusters Score -3723148 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3724462.750000 Penalty: 5103.489746
	Iteration 10F: 3 clusters Score -3724463 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3726102.000000 Penalty: 5103.489746
	Iteration 11F: 3 clusters Score -3726102 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3727627.500000 Penalty: 5103.489746
	Iteration 12F: 3 clusters Score -3727628 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3728770.750000 Penalty: 5103.489746
	Iteration 13Q: 3 clusters Score -3728771 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3729425.000000 Penalty: 5103.489746
	Iteration 14Q: 3 clusters Score -3729425 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3729762.250000 Penalty: 5103.489746
	Iteration 15Q: 3 clusters Score -3729762 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3729895.500000 Penalty: 5103.489746
	Iteration 16Q: 3 clusters Score -3729896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3729965.750000 Penalty: 5103.489746
	Iteration 17Q: 3 clusters Score -3729966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3730003.250000 Penalty: 5103.489746
	Iteration 18Q: 3 clusters Score -3730003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3730031.000000 Penalty: 5103.489746
	Iteration 19Q: 3 clusters Score -3730031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3730052.250000 Penalty: 5103.489746
	Iteration 20F: 3 clusters Score -3730052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3730070.000000 Penalty: 5103.489746
	Iteration 21Q: 3 clusters Score -3730070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3730077.000000 Penalty: 5103.489746
	Iteration 22Q: 3 clusters Score -3730077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3730080.750000 Penalty: 5103.489746
	Iteration 23Q: 3 clusters Score -3730081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3730085.500000 Penalty: 5103.489746
	Iteration 24Q: 3 clusters Score -3730086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3730085.000000 Penalty: 5103.489746
	Iteration 25Q: 3 clusters Score -3730085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3730089.500000 Penalty: 5103.489746
	Iteration 26Q: 3 clusters Score -3730090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3730089.000000 Penalty: 5103.489746
	Iteration 27Q: 3 clusters Score -3730089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3730092.500000 Penalty: 5103.489746
	Iteration 28Q: 3 clusters Score -3730092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3730095.750000 Penalty: 5103.489746
	Iteration 29Q: 3 clusters Score -3730096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3730095.750000 Penalty: 5103.489746
	Iteration 30F: 3 clusters Score -3730096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Entering Unmasked Estep 
Score: -6511853.500000 Penalty: 2690.062012
	Iteration 0F: 2 clusters Score -6511854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6477022.500000 Penalty: 5380.124023
	Iteration 0F: 3 clusters Score -6477022 nChanged 23785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -6490231.000000 Penalty: 5380.124023
	Iteration 1F: 3 clusters Score -6490231 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -6490922.000000 Penalty: 5380.124023
	Iteration 2Q: 3 clusters Score -6490922 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -6491692.500000 Penalty: 5380.124023
	Iteration 3Q: 3 clusters Score -6491692 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6492794.000000 Penalty: 5380.124023
	Iteration 4Q: 3 clusters Score -6492794 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6494472.000000 Penalty: 5380.124023
	Iteration 5F: 3 clusters Score -6494472 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -6496515.500000 Penalty: 5380.124023
	Iteration 6F: 3 clusters Score -6496516 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -6498838.000000 Penalty: 5380.124023
	Iteration 7F: 3 clusters Score -6498838 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -6501090.000000 Penalty: 5380.124023
	Iteration 8F: 3 clusters Score -6501090 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -6503224.000000 Penalty: 5380.124023
	Iteration 9F: 3 clusters Score -6503224 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6505094.500000 Penalty: 5380.124023
	Iteration 10Q: 3 clusters Score -6505094 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6506533.000000 Penalty: 5380.124023
	Iteration 11Q: 3 clusters Score -6506533 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6507595.500000 Penalty: 5380.124023
	Iteration 12Q: 3 clusters Score -6507596 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6508347.500000 Penalty: 5380.124023
	Iteration 13Q: 3 clusters Score -6508348 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6508882.000000 Penalty: 5380.124023
	Iteration 14Q: 3 clusters Score -6508882 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6509179.500000 Penalty: 5380.124023
	Iteration 15Q: 3 clusters Score -6509180 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6509397.500000 Penalty: 5380.124023
	Iteration 16Q: 3 clusters Score -6509398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6509531.000000 Penalty: 5380.124023
	Iteration 17Q: 3 clusters Score -6509531 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6509614.000000 Penalty: 5380.124023
	Iteration 18Q: 3 clusters Score -6509614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6509665.500000 Penalty: 5380.124023
	Iteration 19Q: 3 clusters Score -6509666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6509691.000000 Penalty: 5380.124023
	Iteration 20F: 3 clusters Score -6509691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6509722.500000 Penalty: 5380.124023
	Iteration 21Q: 3 clusters Score -6509722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6509740.000000 Penalty: 5380.124023
	Iteration 22Q: 3 clusters Score -6509740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6509750.000000 Penalty: 5380.124023
	Iteration 23Q: 3 clusters Score -6509750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6509759.000000 Penalty: 5380.124023
	Iteration 24Q: 3 clusters Score -6509759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6509759.500000 Penalty: 5380.124023
	Iteration 25Q: 3 clusters Score -6509760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6509771.500000 Penalty: 5380.124023
	Iteration 26Q: 3 clusters Score -6509772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6509774.000000 Penalty: 5380.124023
	Iteration 27Q: 3 clusters Score -6509774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6509786.000000 Penalty: 5380.124023
	Iteration 28Q: 3 clusters Score -6509786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6509782.000000 Penalty: 5380.124023
	Iteration 29Q: 3 clusters Score -6509782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6509796.500000 Penalty: 5380.124023
	Iteration 30Q: 3 clusters Score -6509796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6509791.000000 Penalty: 5380.124023
	Iteration 31Q: 3 clusters Score -6509791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6509802.500000 Penalty: 5380.124023
	Iteration 32Q: 3 clusters Score -6509802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6509805.500000 Penalty: 5380.124023
	Iteration 33Q: 3 clusters Score -6509806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6509807.500000 Penalty: 5380.124023
	Iteration 34Q: 3 clusters Score -6509808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6509816.500000 Penalty: 5380.124023
	Iteration 35Q: 3 clusters Score -6509816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6509813.000000 Penalty: 5380.124023
	Iteration 36Q: 3 clusters Score -6509813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6509815.500000 Penalty: 5380.124023
	Iteration 37Q: 3 clusters Score -6509816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6509816.000000 Penalty: 5380.124023
	Iteration 38Q: 3 clusters Score -6509816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6509818.000000 Penalty: 5380.124023
	Iteration 39Q: 3 clusters Score -6509818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6509829.500000 Penalty: 5380.124023
	Iteration 40F: 3 clusters Score -6509830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6509826.000000 Penalty: 5380.124023
	Iteration 41Q: 3 clusters Score -6509826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6509827.000000 Penalty: 5380.124023
	Iteration 42Q: 3 clusters Score -6509827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6509827.000000 Penalty: 5380.124023
	Iteration 43Q: 3 clusters Score -6509827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6509827.000000 Penalty: 5380.124023
	Iteration 44F: 3 clusters Score -6509827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -719791.375000 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -719791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -714425.312500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -714425.3 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -715987.687500 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -715987.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -716307.562500 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -716307.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -716555.687500 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -716555.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -716751.375000 Penalty: 4350.983887
	Iteration 4Q: 3 clusters Score -716751.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -716920.187500 Penalty: 4350.983887
	Iteration 5Q: 3 clusters Score -716920.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -717065.437500 Penalty: 4350.983887
	Iteration 6Q: 3 clusters Score -717065.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -717192.562500 Penalty: 4350.983887
	Iteration 7Q: 3 clusters Score -717192.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -717296.625000 Penalty: 4350.983887
	Iteration 8Q: 3 clusters Score -717296.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -717365.500000 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -717365.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -717444.250000 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -717444.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -717521.375000 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -717521.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -717597.687500 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -717597.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -717662.312500 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -717662.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -717717.875000 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -717717.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -717769.687500 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -717769.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -717823.562500 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -717823.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -717866.375000 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -717866.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -717907.187500 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -717907.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -717946.250000 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -717946.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -717984.500000 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -717984.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -718019.000000 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -718019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -718054.437500 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -718054.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -718085.937500 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -718085.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -718117.375000 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -718117.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -718145.187500 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -718145.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -718168.312500 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -718168.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -718199.375000 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -718199.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -718241.500000 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -718241.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -718272.937500 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -718272.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -718294.812500 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -718294.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -718317.125000 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -718317.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -718341.625000 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -718341.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -718364.562500 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -718364.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -718381.687500 Penalty: 4350.983887
	Iteration 34Q: 3 clusters Score -718381.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -718396.687500 Penalty: 4350.983887
	Iteration 35Q: 3 clusters Score -718396.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -718408.250000 Penalty: 4350.983887
	Iteration 36Q: 3 clusters Score -718408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -718416.062500 Penalty: 4350.983887
	Iteration 37Q: 3 clusters Score -718416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -718424.687500 Penalty: 4350.983887
	Iteration 38Q: 3 clusters Score -718424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -718431.000000 Penalty: 4350.983887
	Iteration 39Q: 3 clusters Score -718431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -718441.625000 Penalty: 4350.983887
	Iteration 40F: 3 clusters Score -718441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -718454.625000 Penalty: 4350.983887
	Iteration 41Q: 3 clusters Score -718454.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -718465.875000 Penalty: 4350.983887
	Iteration 42Q: 3 clusters Score -718465.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -718476.812500 Penalty: 4350.983887
	Iteration 43Q: 3 clusters Score -718476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -718481.437500 Penalty: 4350.983887
	Iteration 44Q: 3 clusters Score -718481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -718482.500000 Penalty: 4350.983887
	Iteration 45Q: 3 clusters Score -718482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -718485.562500 Penalty: 4350.983887
	Iteration 46Q: 3 clusters Score -718485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -718489.750000 Penalty: 4350.983887
	Iteration 47Q: 3 clusters Score -718489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -718490.687500 Penalty: 4350.983887
	Iteration 48Q: 3 clusters Score -718490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -718491.125000 Penalty: 4350.983887
	Iteration 49Q: 3 clusters Score -718491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -718490.687500 Penalty: 4350.983887
	Iteration 50Q: 3 clusters Score -718490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -718490.687500 Penalty: 4350.983887
	Iteration 51F: 3 clusters Score -718490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1305511.125000 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -1305511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1297592.000000 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -1297592 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1300015.375000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -1300015 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1300428.750000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -1300429 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1300841.750000 Penalty: 4586.397461
	Iteration 3F: 3 clusters Score -1300842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1301299.625000 Penalty: 4586.397461
	Iteration 4F: 3 clusters Score -1301300 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1301839.625000 Penalty: 4586.397461
	Iteration 5F: 3 clusters Score -1301840 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1302374.875000 Penalty: 4586.397461
	Iteration 6F: 3 clusters Score -1302375 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1302864.375000 Penalty: 4586.397461
	Iteration 7F: 3 clusters Score -1302864 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1303274.375000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -1303274 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1303601.250000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -1303601 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1303850.375000 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -1303850 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1304036.625000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -1304037 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1304155.250000 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -1304155 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1304257.750000 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -1304258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1304327.250000 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -1304327 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1304368.625000 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -1304369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1304395.250000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -1304395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1304415.125000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -1304415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1304426.625000 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -1304427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1304435.500000 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -1304436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1304443.875000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -1304444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1304449.875000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -1304450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1304452.750000 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -1304453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1304454.000000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -1304454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1304456.250000 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -1304456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1304454.750000 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -1304455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1304455.875000 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -1304456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1304458.750000 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -1304459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1304461.125000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -1304461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1304461.750000 Penalty: 4586.397461
	Iteration 29Q: 3 clusters Score -1304462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1304464.375000 Penalty: 4586.397461
	Iteration 30Q: 3 clusters Score -1304464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1304467.250000 Penalty: 4586.397461
	Iteration 31Q: 3 clusters Score -1304467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1304470.000000 Penalty: 4586.397461
	Iteration 32Q: 3 clusters Score -1304470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1304470.125000 Penalty: 4586.397461
	Iteration 33Q: 3 clusters Score -1304470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1304471.250000 Penalty: 4586.397461
	Iteration 34Q: 3 clusters Score -1304471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1304472.750000 Penalty: 4586.397461
	Iteration 35Q: 3 clusters Score -1304473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1304473.250000 Penalty: 4586.397461
	Iteration 36Q: 3 clusters Score -1304473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1304472.625000 Penalty: 4586.397461
	Iteration 37Q: 3 clusters Score -1304473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1304472.625000 Penalty: 4586.397461
	Iteration 38F: 3 clusters Score -1304473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -730240.062500 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -730240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -725087.812500 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -725087.8 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -726663.250000 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -726663.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -727176.875000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -727176.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -727592.062500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -727592.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -727940.187500 Penalty: 4320.467285
	Iteration 4F: 3 clusters Score -727940.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -728188.375000 Penalty: 4320.467285
	Iteration 5F: 3 clusters Score -728188.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -728358.187500 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -728358.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -728483.750000 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -728483.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -728594.062500 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -728594.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -728662.687500 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -728662.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -728714.500000 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -728714.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -728756.250000 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -728756.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -728791.437500 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -728791.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -728822.312500 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -728822.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -728860.312500 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -728860.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -728887.750000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -728887.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -728903.562500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -728903.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -728915.000000 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -728915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -728921.375000 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -728921.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -728926.750000 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -728926.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -728929.625000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -728929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -728932.500000 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -728932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -728937.562500 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -728937.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -728940.000000 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -728940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -728940.375000 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -728940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -728942.250000 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -728942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -728944.312500 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -728944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -728946.500000 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -728946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -728946.062500 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -728946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -728945.375000 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -728945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -728946.375000 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -728946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -728947.250000 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -728947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -728947.625000 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -728947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -728948.187500 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -728948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -728948.250000 Penalty: 4320.467285
	Iteration 34Q: 3 clusters Score -728948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -728950.625000 Penalty: 4320.467285
	Iteration 35Q: 3 clusters Score -728950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -728952.437500 Penalty: 4320.467285
	Iteration 36Q: 3 clusters Score -728952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -728954.250000 Penalty: 4320.467285
	Iteration 37Q: 3 clusters Score -728954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -728957.000000 Penalty: 4320.467285
	Iteration 38Q: 3 clusters Score -728957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -728958.437500 Penalty: 4320.467285
	Iteration 39Q: 3 clusters Score -728958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -728958.375000 Penalty: 4320.467285
	Iteration 40F: 3 clusters Score -728958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -728956.500000 Penalty: 4320.467285
	Iteration 41Q: 3 clusters Score -728956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -728959.750000 Penalty: 4320.467285
	Iteration 42Q: 3 clusters Score -728959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -728961.250000 Penalty: 4320.467285
	Iteration 43Q: 3 clusters Score -728961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -728962.187500 Penalty: 4320.467285
	Iteration 44Q: 3 clusters Score -728962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -728962.687500 Penalty: 4320.467285
	Iteration 45Q: 3 clusters Score -728962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -728962.437500 Penalty: 4320.467285
	Iteration 46Q: 3 clusters Score -728962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -728963.500000 Penalty: 4320.467285
	Iteration 47Q: 3 clusters Score -728963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -728964.687500 Penalty: 4320.467285
	Iteration 48Q: 3 clusters Score -728964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -728964.500000 Penalty: 4320.467285
	Iteration 49Q: 3 clusters Score -728964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -728965.687500 Penalty: 4320.467285
	Iteration 50Q: 3 clusters Score -728965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -728968.062500 Penalty: 4320.467285
	Iteration 51Q: 3 clusters Score -728968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -728968.437500 Penalty: 4320.467285
	Iteration 52Q: 3 clusters Score -728968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -728970.937500 Penalty: 4320.467285
	Iteration 53Q: 3 clusters Score -728970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -728973.812500 Penalty: 4320.467285
	Iteration 54Q: 3 clusters Score -728973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -728975.437500 Penalty: 4320.467285
	Iteration 55Q: 3 clusters Score -728975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -728975.750000 Penalty: 4320.467285
	Iteration 56Q: 3 clusters Score -728975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -728979.187500 Penalty: 4320.467285
	Iteration 57Q: 3 clusters Score -728979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -728981.062500 Penalty: 4320.467285
	Iteration 58Q: 3 clusters Score -728981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -728981.687500 Penalty: 4320.467285
	Iteration 59Q: 3 clusters Score -728981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -728981.687500 Penalty: 4320.467285
	Iteration 60F: 3 clusters Score -728981.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18408.658203 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -18408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17444.476562 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -17444.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17587.392578 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -17587.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17639.953125 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -17639.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17669.882812 Penalty: 2649.797852
	Iteration 3Q: 3 clusters Score -17669.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17679.007812 Penalty: 2649.797852
	Iteration 4Q: 3 clusters Score -17679.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17681.146484 Penalty: 2649.797852
	Iteration 5Q: 3 clusters Score -17681.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17681.146484 Penalty: 2649.797852
	Iteration 6F: 3 clusters Score -17681.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -83377.164062 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -83377.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81671.679688 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -81671.68 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82085.968750 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -82085.97 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82254.242188 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -82254.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82343.257812 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -82343.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82389.859375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -82389.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82443.703125 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -82443.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82514.109375 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -82514.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82576.203125 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -82576.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82629.734375 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -82629.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82703.765625 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -82703.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82761.445312 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -82761.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82792.554688 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -82792.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82809.335938 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -82809.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82818.343750 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -82818.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82826.585938 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -82826.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82834.117188 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -82834.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82839.632812 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -82839.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82845.468750 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -82845.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82850.531250 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -82850.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82852.945312 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -82852.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82853.734375 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -82853.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82857.390625 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -82857.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82859.531250 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -82859.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82859.531250 Penalty: 3327.209717
	Iteration 23F: 3 clusters Score -82859.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -271544.593750 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -271544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268799.875000 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -268799.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -269305.281250 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -269305.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -269423.250000 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -269423.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -269484.781250 Penalty: 3808.449707
	Iteration 3Q: 3 clusters Score -269484.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -269520.250000 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -269520.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269542.093750 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -269542.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269554.656250 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -269554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269560.406250 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -269560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269564.187500 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -269564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269571.406250 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -269571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -269577.687500 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -269577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269581.906250 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -269581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269583.375000 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -269583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269584.281250 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -269584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269585.562500 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -269585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269587.437500 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -269587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269591.312500 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -269591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -269596.031250 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -269596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -269599.156250 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -269599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -269601.250000 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -269601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269601.156250 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -269601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130259.078125 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130259.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130647.210938 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130647.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -130807.046875 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -130807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130903.710938 Penalty: 3501.570312
	Iteration 3Q: 3 clusters Score -130903.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -130991.960938 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -130992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131051.648438 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131051.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131097.656250 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131097.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131133.296875 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131154.140625 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131168.593750 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131178.656250 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131195.812500 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131195.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131213.750000 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131234.515625 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131260.921875 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131272.140625 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131290.859375 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131290.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131310.140625 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131326.656250 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131370.765625 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131393.593750 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131393.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131410.828125 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131431.312500 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131431.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131448.125000 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131460.296875 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131466.031250 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -131466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131469.593750 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -131469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131475.234375 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -131475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131481.546875 Penalty: 3501.570312
	Iteration 28Q: 3 clusters Score -131481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131484.250000 Penalty: 3501.570312
	Iteration 29Q: 3 clusters Score -131484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131486.890625 Penalty: 3501.570312
	Iteration 30Q: 3 clusters Score -131486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131489.343750 Penalty: 3501.570312
	Iteration 31Q: 3 clusters Score -131489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131494.140625 Penalty: 3501.570312
	Iteration 32Q: 3 clusters Score -131494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131498.468750 Penalty: 3501.570312
	Iteration 33Q: 3 clusters Score -131498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131501.421875 Penalty: 3501.570312
	Iteration 34Q: 3 clusters Score -131501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131506.812500 Penalty: 3501.570312
	Iteration 35Q: 3 clusters Score -131506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131507.687500 Penalty: 3501.570312
	Iteration 36Q: 3 clusters Score -131507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131507.687500 Penalty: 3501.570312
	Iteration 37F: 3 clusters Score -131507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -778728.250000 Penalty: 2188.666016
	Iteration 0F: 2 clusters Score -778728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -773103.625000 Penalty: 4377.332031
	Iteration 0F: 3 clusters Score -773103.6 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -774597.062500 Penalty: 4377.332031
	Iteration 1F: 3 clusters Score -774597.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -774897.750000 Penalty: 4377.332031
	Iteration 2F: 3 clusters Score -774897.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -775135.312500 Penalty: 4377.332031
	Iteration 3F: 3 clusters Score -775135.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -775327.500000 Penalty: 4377.332031
	Iteration 4Q: 3 clusters Score -775327.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -775511.500000 Penalty: 4377.332031
	Iteration 5Q: 3 clusters Score -775511.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -775662.875000 Penalty: 4377.332031
	Iteration 6Q: 3 clusters Score -775662.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -775799.500000 Penalty: 4377.332031
	Iteration 7Q: 3 clusters Score -775799.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -775927.812500 Penalty: 4377.332031
	Iteration 8Q: 3 clusters Score -775927.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -776060.000000 Penalty: 4377.332031
	Iteration 9Q: 3 clusters Score -776060 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -776196.687500 Penalty: 4377.332031
	Iteration 10Q: 3 clusters Score -776196.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -776303.062500 Penalty: 4377.332031
	Iteration 11Q: 3 clusters Score -776303.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -776396.000000 Penalty: 4377.332031
	Iteration 12Q: 3 clusters Score -776396 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -776495.250000 Penalty: 4377.332031
	Iteration 13Q: 3 clusters Score -776495.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -776593.250000 Penalty: 4377.332031
	Iteration 14Q: 3 clusters Score -776593.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -776693.562500 Penalty: 4377.332031
	Iteration 15Q: 3 clusters Score -776693.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -776807.312500 Penalty: 4377.332031
	Iteration 16Q: 3 clusters Score -776807.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -776921.625000 Penalty: 4377.332031
	Iteration 17Q: 3 clusters Score -776921.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -777041.312500 Penalty: 4377.332031
	Iteration 18Q: 3 clusters Score -777041.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -777128.375000 Penalty: 4377.332031
	Iteration 19Q: 3 clusters Score -777128.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -777212.687500 Penalty: 4377.332031
	Iteration 20F: 3 clusters Score -777212.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -777267.812500 Penalty: 4377.332031
	Iteration 21Q: 3 clusters Score -777267.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -777306.562500 Penalty: 4377.332031
	Iteration 22Q: 3 clusters Score -777306.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -777334.062500 Penalty: 4377.332031
	Iteration 23Q: 3 clusters Score -777334.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -777354.750000 Penalty: 4377.332031
	Iteration 24Q: 3 clusters Score -777354.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -777370.625000 Penalty: 4377.332031
	Iteration 25Q: 3 clusters Score -777370.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -777385.250000 Penalty: 4377.332031
	Iteration 26Q: 3 clusters Score -777385.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -777397.250000 Penalty: 4377.332031
	Iteration 27Q: 3 clusters Score -777397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -777406.375000 Penalty: 4377.332031
	Iteration 28Q: 3 clusters Score -777406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -777413.062500 Penalty: 4377.332031
	Iteration 29Q: 3 clusters Score -777413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -777415.812500 Penalty: 4377.332031
	Iteration 30Q: 3 clusters Score -777415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -777417.500000 Penalty: 4377.332031
	Iteration 31Q: 3 clusters Score -777417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -777416.812500 Penalty: 4377.332031
	Iteration 32Q: 3 clusters Score -777416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -777418.250000 Penalty: 4377.332031
	Iteration 33Q: 3 clusters Score -777418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -777419.937500 Penalty: 4377.332031
	Iteration 34Q: 3 clusters Score -777419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -777419.937500 Penalty: 4377.332031
	Iteration 35F: 3 clusters Score -777419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Entering Unmasked Estep 
Score: -3713455.250000 Penalty: 2549.908691
	Iteration 0F: 2 clusters Score -3713455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3693548.000000 Penalty: 5099.817383
	Iteration 0F: 3 clusters Score -3693548 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3700566.000000 Penalty: 5099.817383
	Iteration 1F: 3 clusters Score -3700566 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3700973.250000 Penalty: 5099.817383
	Iteration 2Q: 3 clusters Score -3700973 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3701293.250000 Penalty: 5099.817383
	Iteration 3Q: 3 clusters Score -3701293 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3701594.500000 Penalty: 5099.817383
	Iteration 4Q: 3 clusters Score -3701594 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3701827.250000 Penalty: 5099.817383
	Iteration 5Q: 3 clusters Score -3701827 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3702105.500000 Penalty: 5099.817383
	Iteration 6Q: 3 clusters Score -3702106 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3702380.000000 Penalty: 5099.817383
	Iteration 7Q: 3 clusters Score -3702380 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3702679.750000 Penalty: 5099.817383
	Iteration 8Q: 3 clusters Score -3702680 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3703106.000000 Penalty: 5099.817383
	Iteration 9Q: 3 clusters Score -3703106 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3703642.000000 Penalty: 5099.817383
	Iteration 10Q: 3 clusters Score -3703642 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3704433.750000 Penalty: 5099.817383
	Iteration 11Q: 3 clusters Score -3704434 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3705368.000000 Penalty: 5099.817383
	Iteration 12Q: 3 clusters Score -3705368 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3706291.000000 Penalty: 5099.817383
	Iteration 13Q: 3 clusters Score -3706291 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3706933.000000 Penalty: 5099.817383
	Iteration 14Q: 3 clusters Score -3706933 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3707279.750000 Penalty: 5099.817383
	Iteration 15Q: 3 clusters Score -3707280 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3707437.250000 Penalty: 5099.817383
	Iteration 16Q: 3 clusters Score -3707437 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3707533.250000 Penalty: 5099.817383
	Iteration 17Q: 3 clusters Score -3707533 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3707623.250000 Penalty: 5099.817383
	Iteration 18Q: 3 clusters Score -3707623 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3707698.500000 Penalty: 5099.817383
	Iteration 19Q: 3 clusters Score -3707698 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3707785.750000 Penalty: 5099.817383
	Iteration 20F: 3 clusters Score -3707786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3707872.000000 Penalty: 5099.817383
	Iteration 21Q: 3 clusters Score -3707872 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3707920.250000 Penalty: 5099.817383
	Iteration 22Q: 3 clusters Score -3707920 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3707999.250000 Penalty: 5099.817383
	Iteration 23Q: 3 clusters Score -3707999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3708048.500000 Penalty: 5099.817383
	Iteration 24Q: 3 clusters Score -3708048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3708086.250000 Penalty: 5099.817383
	Iteration 25Q: 3 clusters Score -3708086 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3708142.000000 Penalty: 5099.817383
	Iteration 26Q: 3 clusters Score -3708142 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3708180.750000 Penalty: 5099.817383
	Iteration 27Q: 3 clusters Score -3708181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3708239.500000 Penalty: 5099.817383
	Iteration 28Q: 3 clusters Score -3708240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3708289.250000 Penalty: 5099.817383
	Iteration 29Q: 3 clusters Score -3708289 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3708341.000000 Penalty: 5099.817383
	Iteration 30Q: 3 clusters Score -3708341 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3708394.500000 Penalty: 5099.817383
	Iteration 31Q: 3 clusters Score -3708394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3708458.750000 Penalty: 5099.817383
	Iteration 32Q: 3 clusters Score -3708459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3708506.250000 Penalty: 5099.817383
	Iteration 33Q: 3 clusters Score -3708506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3708550.000000 Penalty: 5099.817383
	Iteration 34Q: 3 clusters Score -3708550 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3708588.750000 Penalty: 5099.817383
	Iteration 35Q: 3 clusters Score -3708589 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3708657.750000 Penalty: 5099.817383
	Iteration 36Q: 3 clusters Score -3708658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3708715.250000 Penalty: 5099.817383
	Iteration 37Q: 3 clusters Score -3708715 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3708765.000000 Penalty: 5099.817383
	Iteration 38Q: 3 clusters Score -3708765 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3708817.750000 Penalty: 5099.817383
	Iteration 39Q: 3 clusters Score -3708818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3708847.750000 Penalty: 5099.817383
	Iteration 40F: 3 clusters Score -3708848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3708892.500000 Penalty: 5099.817383
	Iteration 41Q: 3 clusters Score -3708892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3708945.750000 Penalty: 5099.817383
	Iteration 42Q: 3 clusters Score -3708946 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3708976.250000 Penalty: 5099.817383
	Iteration 43Q: 3 clusters Score -3708976 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3708994.250000 Penalty: 5099.817383
	Iteration 44Q: 3 clusters Score -3708994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3709019.000000 Penalty: 5099.817383
	Iteration 45Q: 3 clusters Score -3709019 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3709063.500000 Penalty: 5099.817383
	Iteration 46Q: 3 clusters Score -3709064 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3709089.250000 Penalty: 5099.817383
	Iteration 47Q: 3 clusters Score -3709089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3709127.000000 Penalty: 5099.817383
	Iteration 48Q: 3 clusters Score -3709127 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3709162.250000 Penalty: 5099.817383
	Iteration 49Q: 3 clusters Score -3709162 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3709186.750000 Penalty: 5099.817383
	Iteration 50Q: 3 clusters Score -3709187 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3709213.500000 Penalty: 5099.817383
	Iteration 51Q: 3 clusters Score -3709214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3709251.250000 Penalty: 5099.817383
	Iteration 52Q: 3 clusters Score -3709251 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3709254.750000 Penalty: 5099.817383
	Iteration 53Q: 3 clusters Score -3709255 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3709295.000000 Penalty: 5099.817383
	Iteration 54Q: 3 clusters Score -3709295 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3709331.500000 Penalty: 5099.817383
	Iteration 55Q: 3 clusters Score -3709332 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3709354.250000 Penalty: 5099.817383
	Iteration 56Q: 3 clusters Score -3709354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3709372.250000 Penalty: 5099.817383
	Iteration 57Q: 3 clusters Score -3709372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3709389.500000 Penalty: 5099.817383
	Iteration 58Q: 3 clusters Score -3709390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3709404.500000 Penalty: 5099.817383
	Iteration 59Q: 3 clusters Score -3709404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3709418.250000 Penalty: 5099.817383
	Iteration 60F: 3 clusters Score -3709418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3709425.750000 Penalty: 5099.817383
	Iteration 61Q: 3 clusters Score -3709426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3709440.250000 Penalty: 5099.817383
	Iteration 62Q: 3 clusters Score -3709440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3709456.750000 Penalty: 5099.817383
	Iteration 63Q: 3 clusters Score -3709457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3709463.750000 Penalty: 5099.817383
	Iteration 64Q: 3 clusters Score -3709464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3709480.500000 Penalty: 5099.817383
	Iteration 65Q: 3 clusters Score -3709480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3709491.750000 Penalty: 5099.817383
	Iteration 66Q: 3 clusters Score -3709492 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3709509.000000 Penalty: 5099.817383
	Iteration 67Q: 3 clusters Score -3709509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3709527.250000 Penalty: 5099.817383
	Iteration 68Q: 3 clusters Score -3709527 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3709560.000000 Penalty: 5099.817383
	Iteration 69Q: 3 clusters Score -3709560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3709592.250000 Penalty: 5099.817383
	Iteration 70Q: 3 clusters Score -3709592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3709626.750000 Penalty: 5099.817383
	Iteration 71Q: 3 clusters Score -3709627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3709648.250000 Penalty: 5099.817383
	Iteration 72Q: 3 clusters Score -3709648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3709678.750000 Penalty: 5099.817383
	Iteration 73Q: 3 clusters Score -3709679 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3709710.750000 Penalty: 5099.817383
	Iteration 74Q: 3 clusters Score -3709711 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3709741.000000 Penalty: 5099.817383
	Iteration 75Q: 3 clusters Score -3709741 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3709783.250000 Penalty: 5099.817383
	Iteration 76Q: 3 clusters Score -3709783 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3709835.000000 Penalty: 5099.817383
	Iteration 77Q: 3 clusters Score -3709835 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3709869.750000 Penalty: 5099.817383
	Iteration 78Q: 3 clusters Score -3709870 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3709911.750000 Penalty: 5099.817383
	Iteration 79Q: 3 clusters Score -3709912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3709958.750000 Penalty: 5099.817383
	Iteration 80F: 3 clusters Score -3709959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3710006.000000 Penalty: 5099.817383
	Iteration 81Q: 3 clusters Score -3710006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3710034.500000 Penalty: 5099.817383
	Iteration 82Q: 3 clusters Score -3710034 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3710069.250000 Penalty: 5099.817383
	Iteration 83Q: 3 clusters Score -3710069 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3710104.250000 Penalty: 5099.817383
	Iteration 84Q: 3 clusters Score -3710104 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3710149.250000 Penalty: 5099.817383
	Iteration 85Q: 3 clusters Score -3710149 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3710186.000000 Penalty: 5099.817383
	Iteration 86Q: 3 clusters Score -3710186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3710214.750000 Penalty: 5099.817383
	Iteration 87Q: 3 clusters Score -3710215 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3710238.000000 Penalty: 5099.817383
	Iteration 88Q: 3 clusters Score -3710238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3710271.500000 Penalty: 5099.817383
	Iteration 89Q: 3 clusters Score -3710272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3710315.250000 Penalty: 5099.817383
	Iteration 90Q: 3 clusters Score -3710315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3710354.750000 Penalty: 5099.817383
	Iteration 91Q: 3 clusters Score -3710355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3710405.750000 Penalty: 5099.817383
	Iteration 92Q: 3 clusters Score -3710406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3710438.250000 Penalty: 5099.817383
	Iteration 93Q: 3 clusters Score -3710438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3710465.750000 Penalty: 5099.817383
	Iteration 94Q: 3 clusters Score -3710466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3710510.750000 Penalty: 5099.817383
	Iteration 95Q: 3 clusters Score -3710511 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3710546.750000 Penalty: 5099.817383
	Iteration 96Q: 3 clusters Score -3710547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3710587.250000 Penalty: 5099.817383
	Iteration 97Q: 3 clusters Score -3710587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3710608.250000 Penalty: 5099.817383
	Iteration 98Q: 3 clusters Score -3710608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3710623.000000 Penalty: 5099.817383
	Iteration 99Q: 3 clusters Score -3710623 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3710631.250000 Penalty: 5099.817383
	Iteration 100F: 3 clusters Score -3710631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3710658.750000 Penalty: 5099.817383
	Iteration 101Q: 3 clusters Score -3710659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3710671.250000 Penalty: 5099.817383
	Iteration 102Q: 3 clusters Score -3710671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3710690.250000 Penalty: 5099.817383
	Iteration 103Q: 3 clusters Score -3710690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3710715.500000 Penalty: 5099.817383
	Iteration 104Q: 3 clusters Score -3710716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3710735.000000 Penalty: 5099.817383
	Iteration 105Q: 3 clusters Score -3710735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3710756.750000 Penalty: 5099.817383
	Iteration 106Q: 3 clusters Score -3710757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3710779.000000 Penalty: 5099.817383
	Iteration 107Q: 3 clusters Score -3710779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3710797.500000 Penalty: 5099.817383
	Iteration 108Q: 3 clusters Score -3710798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3710825.000000 Penalty: 5099.817383
	Iteration 109Q: 3 clusters Score -3710825 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3710836.250000 Penalty: 5099.817383
	Iteration 110Q: 3 clusters Score -3710836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3710851.250000 Penalty: 5099.817383
	Iteration 111Q: 3 clusters Score -3710851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3710869.500000 Penalty: 5099.817383
	Iteration 112Q: 3 clusters Score -3710870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3710896.500000 Penalty: 5099.817383
	Iteration 113Q: 3 clusters Score -3710896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3710920.750000 Penalty: 5099.817383
	Iteration 114Q: 3 clusters Score -3710921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3710946.250000 Penalty: 5099.817383
	Iteration 115Q: 3 clusters Score -3710946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3710955.250000 Penalty: 5099.817383
	Iteration 116Q: 3 clusters Score -3710955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3710974.250000 Penalty: 5099.817383
	Iteration 117Q: 3 clusters Score -3710974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3710997.500000 Penalty: 5099.817383
	Iteration 118Q: 3 clusters Score -3710998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3711015.750000 Penalty: 5099.817383
	Iteration 119Q: 3 clusters Score -3711016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3711028.750000 Penalty: 5099.817383
	Iteration 120F: 3 clusters Score -3711029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3711043.250000 Penalty: 5099.817383
	Iteration 121Q: 3 clusters Score -3711043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3711067.250000 Penalty: 5099.817383
	Iteration 122Q: 3 clusters Score -3711067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3711087.500000 Penalty: 5099.817383
	Iteration 123Q: 3 clusters Score -3711088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3711086.500000 Penalty: 5099.817383
	Iteration 124Q: 3 clusters Score -3711086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3711092.750000 Penalty: 5099.817383
	Iteration 125Q: 3 clusters Score -3711093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3711113.250000 Penalty: 5099.817383
	Iteration 126Q: 3 clusters Score -3711113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3711134.000000 Penalty: 5099.817383
	Iteration 127Q: 3 clusters Score -3711134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3711137.750000 Penalty: 5099.817383
	Iteration 128Q: 3 clusters Score -3711138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3711144.250000 Penalty: 5099.817383
	Iteration 129Q: 3 clusters Score -3711144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3711153.750000 Penalty: 5099.817383
	Iteration 130Q: 3 clusters Score -3711154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3711160.000000 Penalty: 5099.817383
	Iteration 131Q: 3 clusters Score -3711160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3711166.000000 Penalty: 5099.817383
	Iteration 132Q: 3 clusters Score -3711166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3711170.500000 Penalty: 5099.817383
	Iteration 133Q: 3 clusters Score -3711170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3711174.250000 Penalty: 5099.817383
	Iteration 134Q: 3 clusters Score -3711174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3711173.750000 Penalty: 5099.817383
	Iteration 135Q: 3 clusters Score -3711174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3711173.500000 Penalty: 5099.817383
	Iteration 136Q: 3 clusters Score -3711174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3711171.500000 Penalty: 5099.817383
	Iteration 137Q: 3 clusters Score -3711172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3711173.500000 Penalty: 5099.817383
	Iteration 138Q: 3 clusters Score -3711174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3711175.250000 Penalty: 5099.817383
	Iteration 139Q: 3 clusters Score -3711175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3711179.250000 Penalty: 5099.817383
	Iteration 140F: 3 clusters Score -3711179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3711180.000000 Penalty: 5099.817383
	Iteration 141Q: 3 clusters Score -3711180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3711178.500000 Penalty: 5099.817383
	Iteration 142Q: 3 clusters Score -3711178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3711180.000000 Penalty: 5099.817383
	Iteration 143Q: 3 clusters Score -3711180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3711187.500000 Penalty: 5099.817383
	Iteration 144Q: 3 clusters Score -3711188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3711186.250000 Penalty: 5099.817383
	Iteration 145Q: 3 clusters Score -3711186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3711190.000000 Penalty: 5099.817383
	Iteration 146Q: 3 clusters Score -3711190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3711186.250000 Penalty: 5099.817383
	Iteration 147Q: 3 clusters Score -3711186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3711189.500000 Penalty: 5099.817383
	Iteration 148Q: 3 clusters Score -3711190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3711192.500000 Penalty: 5099.817383
	Iteration 149Q: 3 clusters Score -3711192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3711191.750000 Penalty: 5099.817383
	Iteration 150Q: 3 clusters Score -3711192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3711198.000000 Penalty: 5099.817383
	Iteration 151Q: 3 clusters Score -3711198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3711200.500000 Penalty: 5099.817383
	Iteration 152Q: 3 clusters Score -3711200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3711200.250000 Penalty: 5099.817383
	Iteration 153Q: 3 clusters Score -3711200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3711203.250000 Penalty: 5099.817383
	Iteration 154Q: 3 clusters Score -3711203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3711201.750000 Penalty: 5099.817383
	Iteration 155Q: 3 clusters Score -3711202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3711203.000000 Penalty: 5099.817383
	Iteration 156Q: 3 clusters Score -3711203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3711203.500000 Penalty: 5099.817383
	Iteration 157Q: 3 clusters Score -3711204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3711204.750000 Penalty: 5099.817383
	Iteration 158Q: 3 clusters Score -3711205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3711203.750000 Penalty: 5099.817383
	Iteration 159Q: 3 clusters Score -3711204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3711202.750000 Penalty: 5099.817383
	Iteration 160F: 3 clusters Score -3711203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -86413.101562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -86413.1 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 386 members 
Entering Unmasked Estep 
Score: -84675.390625 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -84675.39 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84878.289062 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -84878.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84929.648438 Penalty: 3276.898682
	Iteration 2Q: 3 clusters Score -84929.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84956.015625 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -84956.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84970.562500 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -84970.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84978.367188 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -84978.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84982.523438 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -84982.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84983.210938 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -84983.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84983.210938 Penalty: 3276.898682
	Iteration 8F: 3 clusters Score -84983.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61473.453125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61473.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59868.347656 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59868.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60045.953125 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60045.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60117.687500 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -60117.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60155.718750 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60155.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60170.144531 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60170.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60188.726562 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60188.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60201.789062 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60201.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60219.257812 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60219.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60238.386719 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60238.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60243.539062 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60243.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60248.109375 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60248.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60255.683594 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -60255.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60258.750000 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -60258.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60258.750000 Penalty: 3143.942627
	Iteration 13F: 3 clusters Score -60258.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Entering Unmasked Estep 
Score: -2262194.500000 Penalty: 2432.580566
	Iteration 0F: 2 clusters Score -2262194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2249186.000000 Penalty: 4865.161133
	Iteration 0F: 3 clusters Score -2249186 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2253613.250000 Penalty: 4865.161133
	Iteration 1F: 3 clusters Score -2253613 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2254065.750000 Penalty: 4865.161133
	Iteration 2F: 3 clusters Score -2254066 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2254527.750000 Penalty: 4865.161133
	Iteration 3F: 3 clusters Score -2254528 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2255050.000000 Penalty: 4865.161133
	Iteration 4F: 3 clusters Score -2255050 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2255651.250000 Penalty: 4865.161133
	Iteration 5F: 3 clusters Score -2255651 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2256451.000000 Penalty: 4865.161133
	Iteration 6F: 3 clusters Score -2256451 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2257366.000000 Penalty: 4865.161133
	Iteration 7F: 3 clusters Score -2257366 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2258166.750000 Penalty: 4865.161133
	Iteration 8F: 3 clusters Score -2258167 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2258908.250000 Penalty: 4865.161133
	Iteration 9F: 3 clusters Score -2258908 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2259489.750000 Penalty: 4865.161133
	Iteration 10Q: 3 clusters Score -2259490 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2259946.000000 Penalty: 4865.161133
	Iteration 11Q: 3 clusters Score -2259946 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2260251.750000 Penalty: 4865.161133
	Iteration 12Q: 3 clusters Score -2260252 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2260478.750000 Penalty: 4865.161133
	Iteration 13Q: 3 clusters Score -2260479 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2260631.250000 Penalty: 4865.161133
	Iteration 14Q: 3 clusters Score -2260631 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2260717.000000 Penalty: 4865.161133
	Iteration 15Q: 3 clusters Score -2260717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2260771.000000 Penalty: 4865.161133
	Iteration 16Q: 3 clusters Score -2260771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2260818.250000 Penalty: 4865.161133
	Iteration 17Q: 3 clusters Score -2260818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2260840.500000 Penalty: 4865.161133
	Iteration 18Q: 3 clusters Score -2260840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2260862.250000 Penalty: 4865.161133
	Iteration 19Q: 3 clusters Score -2260862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2260871.500000 Penalty: 4865.161133
	Iteration 20F: 3 clusters Score -2260872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2260879.250000 Penalty: 4865.161133
	Iteration 21Q: 3 clusters Score -2260879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2260890.000000 Penalty: 4865.161133
	Iteration 22Q: 3 clusters Score -2260890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2260893.500000 Penalty: 4865.161133
	Iteration 23Q: 3 clusters Score -2260894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2260898.500000 Penalty: 4865.161133
	Iteration 24Q: 3 clusters Score -2260898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2260901.000000 Penalty: 4865.161133
	Iteration 25Q: 3 clusters Score -2260901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2260897.750000 Penalty: 4865.161133
	Iteration 26Q: 3 clusters Score -2260898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2260903.500000 Penalty: 4865.161133
	Iteration 27Q: 3 clusters Score -2260904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2260902.250000 Penalty: 4865.161133
	Iteration 28Q: 3 clusters Score -2260902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2260902.000000 Penalty: 4865.161133
	Iteration 29Q: 3 clusters Score -2260902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2260901.500000 Penalty: 4865.161133
	Iteration 30Q: 3 clusters Score -2260902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2260900.500000 Penalty: 4865.161133
	Iteration 31Q: 3 clusters Score -2260900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2260901.250000 Penalty: 4865.161133
	Iteration 32Q: 3 clusters Score -2260901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2260904.500000 Penalty: 4865.161133
	Iteration 33Q: 3 clusters Score -2260904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2260904.500000 Penalty: 4865.161133
	Iteration 34F: 3 clusters Score -2260904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Entering Unmasked Estep 
Score: -2862640.250000 Penalty: 2487.589844
	Iteration 0F: 2 clusters Score -2862640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2846823.250000 Penalty: 4975.179688
	Iteration 0F: 3 clusters Score -2846823 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2852088.250000 Penalty: 4975.179688
	Iteration 1F: 3 clusters Score -2852088 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2852447.750000 Penalty: 4975.179688
	Iteration 2Q: 3 clusters Score -2852448 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2852751.000000 Penalty: 4975.179688
	Iteration 3Q: 3 clusters Score -2852751 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2853029.250000 Penalty: 4975.179688
	Iteration 4Q: 3 clusters Score -2853029 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2853280.500000 Penalty: 4975.179688
	Iteration 5Q: 3 clusters Score -2853280 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2853544.250000 Penalty: 4975.179688
	Iteration 6Q: 3 clusters Score -2853544 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2853828.250000 Penalty: 4975.179688
	Iteration 7Q: 3 clusters Score -2853828 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2854160.000000 Penalty: 4975.179688
	Iteration 8Q: 3 clusters Score -2854160 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2854562.250000 Penalty: 4975.179688
	Iteration 9Q: 3 clusters Score -2854562 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2855056.250000 Penalty: 4975.179688
	Iteration 10Q: 3 clusters Score -2855056 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2855712.750000 Penalty: 4975.179688
	Iteration 11Q: 3 clusters Score -2855713 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2856371.000000 Penalty: 4975.179688
	Iteration 12Q: 3 clusters Score -2856371 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2856968.500000 Penalty: 4975.179688
	Iteration 13Q: 3 clusters Score -2856968 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2857444.750000 Penalty: 4975.179688
	Iteration 14Q: 3 clusters Score -2857445 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2857789.000000 Penalty: 4975.179688
	Iteration 15Q: 3 clusters Score -2857789 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2858013.000000 Penalty: 4975.179688
	Iteration 16Q: 3 clusters Score -2858013 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2858167.250000 Penalty: 4975.179688
	Iteration 17Q: 3 clusters Score -2858167 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2858271.250000 Penalty: 4975.179688
	Iteration 18Q: 3 clusters Score -2858271 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2858353.000000 Penalty: 4975.179688
	Iteration 19Q: 3 clusters Score -2858353 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2858444.000000 Penalty: 4975.179688
	Iteration 20F: 3 clusters Score -2858444 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2858517.750000 Penalty: 4975.179688
	Iteration 21Q: 3 clusters Score -2858518 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2858603.500000 Penalty: 4975.179688
	Iteration 22Q: 3 clusters Score -2858604 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2858680.000000 Penalty: 4975.179688
	Iteration 23Q: 3 clusters Score -2858680 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2858753.000000 Penalty: 4975.179688
	Iteration 24Q: 3 clusters Score -2858753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2858822.750000 Penalty: 4975.179688
	Iteration 25Q: 3 clusters Score -2858823 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2858915.750000 Penalty: 4975.179688
	Iteration 26Q: 3 clusters Score -2858916 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2859001.500000 Penalty: 4975.179688
	Iteration 27Q: 3 clusters Score -2859002 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2859064.000000 Penalty: 4975.179688
	Iteration 28Q: 3 clusters Score -2859064 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2859116.000000 Penalty: 4975.179688
	Iteration 29Q: 3 clusters Score -2859116 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2859173.500000 Penalty: 4975.179688
	Iteration 30Q: 3 clusters Score -2859174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2859237.000000 Penalty: 4975.179688
	Iteration 31Q: 3 clusters Score -2859237 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2859287.250000 Penalty: 4975.179688
	Iteration 32Q: 3 clusters Score -2859287 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2859351.250000 Penalty: 4975.179688
	Iteration 33Q: 3 clusters Score -2859351 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2859420.500000 Penalty: 4975.179688
	Iteration 34Q: 3 clusters Score -2859420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2859508.500000 Penalty: 4975.179688
	Iteration 35Q: 3 clusters Score -2859508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2859587.500000 Penalty: 4975.179688
	Iteration 36Q: 3 clusters Score -2859588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2859690.750000 Penalty: 4975.179688
	Iteration 37Q: 3 clusters Score -2859691 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2859778.750000 Penalty: 4975.179688
	Iteration 38Q: 3 clusters Score -2859779 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2859860.000000 Penalty: 4975.179688
	Iteration 39Q: 3 clusters Score -2859860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2859929.000000 Penalty: 4975.179688
	Iteration 40F: 3 clusters Score -2859929 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2860001.000000 Penalty: 4975.179688
	Iteration 41Q: 3 clusters Score -2860001 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2860063.500000 Penalty: 4975.179688
	Iteration 42Q: 3 clusters Score -2860064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2860126.750000 Penalty: 4975.179688
	Iteration 43Q: 3 clusters Score -2860127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2860176.000000 Penalty: 4975.179688
	Iteration 44Q: 3 clusters Score -2860176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2860219.500000 Penalty: 4975.179688
	Iteration 45Q: 3 clusters Score -2860220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2860261.750000 Penalty: 4975.179688
	Iteration 46Q: 3 clusters Score -2860262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2860307.500000 Penalty: 4975.179688
	Iteration 47Q: 3 clusters Score -2860308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2860332.250000 Penalty: 4975.179688
	Iteration 48Q: 3 clusters Score -2860332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2860360.000000 Penalty: 4975.179688
	Iteration 49Q: 3 clusters Score -2860360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2860371.250000 Penalty: 4975.179688
	Iteration 50Q: 3 clusters Score -2860371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2860393.750000 Penalty: 4975.179688
	Iteration 51Q: 3 clusters Score -2860394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2860409.750000 Penalty: 4975.179688
	Iteration 52Q: 3 clusters Score -2860410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2860421.500000 Penalty: 4975.179688
	Iteration 53Q: 3 clusters Score -2860422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2860429.750000 Penalty: 4975.179688
	Iteration 54Q: 3 clusters Score -2860430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2860440.250000 Penalty: 4975.179688
	Iteration 55Q: 3 clusters Score -2860440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2860443.000000 Penalty: 4975.179688
	Iteration 56Q: 3 clusters Score -2860443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2860454.750000 Penalty: 4975.179688
	Iteration 57Q: 3 clusters Score -2860455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2860457.250000 Penalty: 4975.179688
	Iteration 58Q: 3 clusters Score -2860457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2860472.250000 Penalty: 4975.179688
	Iteration 59Q: 3 clusters Score -2860472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2860480.750000 Penalty: 4975.179688
	Iteration 60F: 3 clusters Score -2860481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2860487.750000 Penalty: 4975.179688
	Iteration 61Q: 3 clusters Score -2860488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2860496.250000 Penalty: 4975.179688
	Iteration 62Q: 3 clusters Score -2860496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2860506.750000 Penalty: 4975.179688
	Iteration 63Q: 3 clusters Score -2860507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2860510.250000 Penalty: 4975.179688
	Iteration 64Q: 3 clusters Score -2860510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2860517.500000 Penalty: 4975.179688
	Iteration 65Q: 3 clusters Score -2860518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2860526.750000 Penalty: 4975.179688
	Iteration 66Q: 3 clusters Score -2860527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2860531.250000 Penalty: 4975.179688
	Iteration 67Q: 3 clusters Score -2860531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2860541.250000 Penalty: 4975.179688
	Iteration 68Q: 3 clusters Score -2860541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2860543.250000 Penalty: 4975.179688
	Iteration 69Q: 3 clusters Score -2860543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2860547.000000 Penalty: 4975.179688
	Iteration 70Q: 3 clusters Score -2860547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2860552.000000 Penalty: 4975.179688
	Iteration 71Q: 3 clusters Score -2860552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2860554.000000 Penalty: 4975.179688
	Iteration 72Q: 3 clusters Score -2860554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2860557.250000 Penalty: 4975.179688
	Iteration 73Q: 3 clusters Score -2860557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2860555.000000 Penalty: 4975.179688
	Iteration 74Q: 3 clusters Score -2860555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2860556.000000 Penalty: 4975.179688
	Iteration 75Q: 3 clusters Score -2860556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2860557.500000 Penalty: 4975.179688
	Iteration 76Q: 3 clusters Score -2860558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2860560.000000 Penalty: 4975.179688
	Iteration 77Q: 3 clusters Score -2860560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2860560.000000 Penalty: 4975.179688
	Iteration 78F: 3 clusters Score -2860560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -223202.375000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -223202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -220588.750000 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -220588.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -221109.031250 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -221109 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221273.390625 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -221273.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -221339.203125 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -221339.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -221380.703125 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -221380.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -221412.187500 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -221412.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221437.375000 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -221437.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -221461.625000 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -221461.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -221481.968750 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -221482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -221496.328125 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -221496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -221508.531250 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -221508.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -221524.203125 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -221524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -221535.406250 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -221535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -221545.843750 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -221545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -221556.656250 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -221556.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -221565.968750 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -221566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -221573.046875 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -221573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -221580.125000 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -221580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -221586.312500 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -221586.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -221593.609375 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -221593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -221601.187500 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -221601.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -221611.859375 Penalty: 3767.561523
	Iteration 21Q: 3 clusters Score -221611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -221626.562500 Penalty: 3767.561523
	Iteration 22Q: 3 clusters Score -221626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -221636.500000 Penalty: 3767.561523
	Iteration 23Q: 3 clusters Score -221636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -221643.062500 Penalty: 3767.561523
	Iteration 24Q: 3 clusters Score -221643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -221646.437500 Penalty: 3767.561523
	Iteration 25Q: 3 clusters Score -221646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -221649.140625 Penalty: 3767.561523
	Iteration 26Q: 3 clusters Score -221649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -221655.656250 Penalty: 3767.561523
	Iteration 27Q: 3 clusters Score -221655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -221662.218750 Penalty: 3767.561523
	Iteration 28Q: 3 clusters Score -221662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -221671.968750 Penalty: 3767.561523
	Iteration 29Q: 3 clusters Score -221672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221680.328125 Penalty: 3767.561523
	Iteration 30Q: 3 clusters Score -221680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -221691.187500 Penalty: 3767.561523
	Iteration 31Q: 3 clusters Score -221691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -221703.062500 Penalty: 3767.561523
	Iteration 32Q: 3 clusters Score -221703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -221711.843750 Penalty: 3767.561523
	Iteration 33Q: 3 clusters Score -221711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -221724.734375 Penalty: 3767.561523
	Iteration 34Q: 3 clusters Score -221724.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -221737.093750 Penalty: 3767.561523
	Iteration 35Q: 3 clusters Score -221737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -221749.140625 Penalty: 3767.561523
	Iteration 36Q: 3 clusters Score -221749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221761.546875 Penalty: 3767.561523
	Iteration 37Q: 3 clusters Score -221761.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -221781.734375 Penalty: 3767.561523
	Iteration 38Q: 3 clusters Score -221781.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -221800.515625 Penalty: 3767.561523
	Iteration 39Q: 3 clusters Score -221800.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221809.171875 Penalty: 3767.561523
	Iteration 40F: 3 clusters Score -221809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221814.031250 Penalty: 3767.561523
	Iteration 41Q: 3 clusters Score -221814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221816.390625 Penalty: 3767.561523
	Iteration 42Q: 3 clusters Score -221816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221818.218750 Penalty: 3767.561523
	Iteration 43Q: 3 clusters Score -221818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -221819.312500 Penalty: 3767.561523
	Iteration 44Q: 3 clusters Score -221819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221819.968750 Penalty: 3767.561523
	Iteration 45Q: 3 clusters Score -221820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -221820.640625 Penalty: 3767.561523
	Iteration 46Q: 3 clusters Score -221820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -221821.531250 Penalty: 3767.561523
	Iteration 47Q: 3 clusters Score -221821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -221821.531250 Penalty: 3767.561523
	Iteration 48F: 3 clusters Score -221821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (23792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Entering Unmasked Estep 
Score: -3019875.500000 Penalty: 2499.121826
	Iteration 0F: 2 clusters Score -3019876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3003323.750000 Penalty: 4998.243652
	Iteration 0F: 3 clusters Score -3003324 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3009130.500000 Penalty: 4998.243652
	Iteration 1F: 3 clusters Score -3009130 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3009647.000000 Penalty: 4998.243652
	Iteration 2F: 3 clusters Score -3009647 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3010170.500000 Penalty: 4998.243652
	Iteration 3F: 3 clusters Score -3010170 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3010758.500000 Penalty: 4998.243652
	Iteration 4F: 3 clusters Score -3010758 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3011502.250000 Penalty: 4998.243652
	Iteration 5F: 3 clusters Score -3011502 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3012484.750000 Penalty: 4998.243652
	Iteration 6F: 3 clusters Score -3012485 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3013736.250000 Penalty: 4998.243652
	Iteration 7F: 3 clusters Score -3013736 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3015035.250000 Penalty: 4998.243652
	Iteration 8F: 3 clusters Score -3015035 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3016137.250000 Penalty: 4998.243652
	Iteration 9Q: 3 clusters Score -3016137 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3016861.750000 Penalty: 4998.243652
	Iteration 10Q: 3 clusters Score -3016862 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3017239.750000 Penalty: 4998.243652
	Iteration 11Q: 3 clusters Score -3017240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3017449.250000 Penalty: 4998.243652
	Iteration 12Q: 3 clusters Score -3017449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3017567.500000 Penalty: 4998.243652
	Iteration 13Q: 3 clusters Score -3017568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3017654.500000 Penalty: 4998.243652
	Iteration 14Q: 3 clusters Score -3017654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3017688.500000 Penalty: 4998.243652
	Iteration 15Q: 3 clusters Score -3017688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3017703.500000 Penalty: 4998.243652
	Iteration 16Q: 3 clusters Score -3017704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3017718.500000 Penalty: 4998.243652
	Iteration 17Q: 3 clusters Score -3017718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3017729.250000 Penalty: 4998.243652
	Iteration 18Q: 3 clusters Score -3017729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3017734.250000 Penalty: 4998.243652
	Iteration 19Q: 3 clusters Score -3017734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3017736.250000 Penalty: 4998.243652
	Iteration 20F: 3 clusters Score -3017736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3017736.750000 Penalty: 4998.243652
	Iteration 21Q: 3 clusters Score -3017737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3017741.750000 Penalty: 4998.243652
	Iteration 22Q: 3 clusters Score -3017742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3017745.750000 Penalty: 4998.243652
	Iteration 23Q: 3 clusters Score -3017746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3017749.000000 Penalty: 4998.243652
	Iteration 24Q: 3 clusters Score -3017749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3017747.750000 Penalty: 4998.243652
	Iteration 25Q: 3 clusters Score -3017748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3017759.000000 Penalty: 4998.243652
	Iteration 26Q: 3 clusters Score -3017759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3017761.250000 Penalty: 4998.243652
	Iteration 27Q: 3 clusters Score -3017761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3017761.250000 Penalty: 4998.243652
	Iteration 28F: 3 clusters Score -3017761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37389.863281 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37389.86 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 155 members 
Entering Unmasked Estep 
Score: -36121.546875 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36121.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36339.906250 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36339.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36402.105469 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36402.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36426.269531 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36426.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36431.113281 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36431.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36431.113281 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -36431.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -716209.937500 Penalty: 2153.773438
	Iteration 0F: 2 clusters Score -716209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -711147.562500 Penalty: 4307.546875
	Iteration 0F: 3 clusters Score -711147.6 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -712521.125000 Penalty: 4307.546875
	Iteration 1F: 3 clusters Score -712521.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -712927.062500 Penalty: 4307.546875
	Iteration 2F: 3 clusters Score -712927.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -713279.812500 Penalty: 4307.546875
	Iteration 3F: 3 clusters Score -713279.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -713637.250000 Penalty: 4307.546875
	Iteration 4F: 3 clusters Score -713637.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -713968.250000 Penalty: 4307.546875
	Iteration 5F: 3 clusters Score -713968.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -714225.500000 Penalty: 4307.546875
	Iteration 6F: 3 clusters Score -714225.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -714376.125000 Penalty: 4307.546875
	Iteration 7Q: 3 clusters Score -714376.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -714454.250000 Penalty: 4307.546875
	Iteration 8Q: 3 clusters Score -714454.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -714490.875000 Penalty: 4307.546875
	Iteration 9Q: 3 clusters Score -714490.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -714519.750000 Penalty: 4307.546875
	Iteration 10Q: 3 clusters Score -714519.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -714545.062500 Penalty: 4307.546875
	Iteration 11Q: 3 clusters Score -714545.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -714562.375000 Penalty: 4307.546875
	Iteration 12Q: 3 clusters Score -714562.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -714575.562500 Penalty: 4307.546875
	Iteration 13Q: 3 clusters Score -714575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -714586.125000 Penalty: 4307.546875
	Iteration 14Q: 3 clusters Score -714586.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -714596.250000 Penalty: 4307.546875
	Iteration 15Q: 3 clusters Score -714596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -714599.937500 Penalty: 4307.546875
	Iteration 16Q: 3 clusters Score -714599.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -714601.375000 Penalty: 4307.546875
	Iteration 17Q: 3 clusters Score -714601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -714602.187500 Penalty: 4307.546875
	Iteration 18Q: 3 clusters Score -714602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -714603.750000 Penalty: 4307.546875
	Iteration 19Q: 3 clusters Score -714603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -714603.937500 Penalty: 4307.546875
	Iteration 20F: 3 clusters Score -714603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -26252.201172 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -26252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25134.855469 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -25134.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25379.224609 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -25379.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25509.119141 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -25509.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25654.322266 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -25654.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25873.281250 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -25873.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26021.677734 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -26021.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26127.468750 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -26127.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26216.541016 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -26216.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26237.804688 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -26237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26255.494141 Penalty: 2808.828369
	Iteration 9Q: 3 clusters Score -26255.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26255.494141 Penalty: 2808.828369
	Iteration 10F: 3 clusters Score -26255.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38431 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28025 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 61786 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158677 members 
Mstep: Class 21 contains 375192 members 
Mstep: Class 22 contains 61102 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29416 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18193 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23792 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5911 members 
Mstep: Class 48 contains 213 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 75 members 
Entering Unmasked Estep 
Score: -142005696.000000 Penalty: 173266.296875
Splitting cluster 48 changes total score from -142007760.000000 to -142005696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -150276.093750 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -150276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148105.156250 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -148105.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148488.812500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -148488.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148593.359375 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -148593.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148642.453125 Penalty: 3564.327637
	Iteration 3Q: 3 clusters Score -148642.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -148669.796875 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -148669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148700.015625 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -148700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148714.625000 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -148714.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -148724.109375 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -148724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148733.843750 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -148733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -148738.796875 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -148738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148741.578125 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -148741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148744.328125 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -148744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148745.750000 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -148745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -148746.296875 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -148746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -148746.296875 Penalty: 3564.327637
	Iteration 14F: 3 clusters Score -148746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38431 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28025 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 61786 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158677 members 
Mstep: Class 21 contains 375192 members 
Mstep: Class 22 contains 61102 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29416 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18193 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23792 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5911 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007696.000000 Penalty: 169800.968750
Iteration 239Q: 50 clusters Score -1.420077e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38421 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11134 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28021 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 61795 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158676 members 
Mstep: Class 21 contains 375195 members 
Mstep: Class 22 contains 61095 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17030 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29415 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6458 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6066 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29199 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18192 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23795 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5913 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007824.000000 Penalty: 169800.968750
Iteration 240F: 50 clusters Score -1.420078e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 38411 members 
Mstep: Class 6 contains 35193 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28020 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 61803 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 158672 members 
Mstep: Class 21 contains 375189 members 
Mstep: Class 22 contains 61090 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29414 members 
Mstep: Class 30 contains 51384 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6064 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29201 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18195 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23798 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007840.000000 Penalty: 169800.968750
Iteration 241Q: 50 clusters Score -1.420078e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38404 members 
Mstep: Class 6 contains 35191 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28019 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 61810 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 158679 members 
Mstep: Class 21 contains 375181 members 
Mstep: Class 22 contains 61085 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17032 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29412 members 
Mstep: Class 30 contains 51384 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6063 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 29201 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18196 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23802 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 242Q: 50 clusters Score -1.420079e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38400 members 
Mstep: Class 6 contains 35189 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28017 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 61811 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 158675 members 
Mstep: Class 21 contains 375181 members 
Mstep: Class 22 contains 61081 members 
Mstep: Class 23 contains 12131 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17035 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29411 members 
Mstep: Class 30 contains 51384 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6063 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18198 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23808 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 169800.968750
Iteration 243Q: 50 clusters Score -1.420079e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38395 members 
Mstep: Class 6 contains 35186 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 14304 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28017 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 61810 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 158673 members 
Mstep: Class 21 contains 375181 members 
Mstep: Class 22 contains 61078 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17031 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29411 members 
Mstep: Class 30 contains 51384 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6062 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18201 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23812 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 169800.968750
Iteration 244Q: 50 clusters Score -1.42008e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38396 members 
Mstep: Class 6 contains 35185 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 14305 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28017 members 
Mstep: Class 13 contains 39097 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 61807 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 158673 members 
Mstep: Class 21 contains 375182 members 
Mstep: Class 22 contains 61077 members 
Mstep: Class 23 contains 12133 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17027 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29412 members 
Mstep: Class 30 contains 51383 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10372 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 29202 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18202 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23814 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 245Q: 50 clusters Score -1.420079e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38400 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 9 contains 14304 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28015 members 
Mstep: Class 13 contains 39096 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 61804 members 
Mstep: Class 18 contains 440 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158669 members 
Mstep: Class 21 contains 375184 members 
Mstep: Class 22 contains 61076 members 
Mstep: Class 23 contains 12135 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29413 members 
Mstep: Class 30 contains 51383 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 29204 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18202 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23816 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 169800.968750
Iteration 246Q: 50 clusters Score -1.420079e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38401 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28016 members 
Mstep: Class 13 contains 39094 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 61804 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158667 members 
Mstep: Class 21 contains 375179 members 
Mstep: Class 22 contains 61075 members 
Mstep: Class 23 contains 12136 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12206 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51383 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 29205 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18202 members 
Mstep: Class 43 contains 22710 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23820 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 247Q: 50 clusters Score -1.420079e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38408 members 
Mstep: Class 6 contains 35182 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28014 members 
Mstep: Class 13 contains 39095 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 61805 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158661 members 
Mstep: Class 21 contains 375175 members 
Mstep: Class 22 contains 61070 members 
Mstep: Class 23 contains 12136 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17028 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6191 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6461 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 29207 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18202 members 
Mstep: Class 43 contains 22710 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23821 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008096.000000 Penalty: 169800.968750
Iteration 248Q: 50 clusters Score -1.420081e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38411 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28013 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 61807 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 375174 members 
Mstep: Class 22 contains 61068 members 
Mstep: Class 23 contains 12136 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17031 members 
Mstep: Class 26 contains 12207 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18204 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23824 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008064.000000 Penalty: 169800.968750
Iteration 249Q: 50 clusters Score -1.420081e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38410 members 
Mstep: Class 6 contains 35179 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28009 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26571 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 61808 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158654 members 
Mstep: Class 21 contains 375175 members 
Mstep: Class 22 contains 61066 members 
Mstep: Class 23 contains 12136 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17031 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6461 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18204 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 169800.968750
Iteration 250Q: 50 clusters Score -1.42008e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38405 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6398 members 
Mstep: Class 9 contains 14303 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28007 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 61810 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158653 members 
Mstep: Class 21 contains 375177 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17031 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6461 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18204 members 
Mstep: Class 43 contains 22713 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008048.000000 Penalty: 169800.968750
Iteration 251Q: 50 clusters Score -1.42008e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38405 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 14302 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28006 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 61814 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 375176 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17025 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18206 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008080.000000 Penalty: 169800.968750
Iteration 252Q: 50 clusters Score -1.420081e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38402 members 
Mstep: Class 6 contains 35175 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 14301 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28008 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 61819 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 375174 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17026 members 
Mstep: Class 26 contains 12206 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18208 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 169800.968750
Iteration 253Q: 50 clusters Score -1.42008e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38398 members 
Mstep: Class 6 contains 35174 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6408 members 
Mstep: Class 9 contains 14301 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28007 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 61824 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158649 members 
Mstep: Class 21 contains 375173 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17026 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29208 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18211 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 169800.968750
Iteration 254Q: 50 clusters Score -1.42008e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38396 members 
Mstep: Class 6 contains 35175 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 14301 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 28000 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 61828 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 375172 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6060 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29209 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18214 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 169800.968750
Iteration 255Q: 50 clusters Score -1.420079e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38392 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 14298 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27997 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 61829 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 375174 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17026 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29209 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18218 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 169800.968750
Iteration 256Q: 50 clusters Score -1.420079e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38385 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6423 members 
Mstep: Class 9 contains 14296 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27999 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7537 members 
Mstep: Class 15 contains 26571 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 61830 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 375172 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17021 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18221 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 169800.968750
Iteration 257Q: 50 clusters Score -1.42008e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38377 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6427 members 
Mstep: Class 9 contains 14296 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27998 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7537 members 
Mstep: Class 15 contains 26571 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61834 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158642 members 
Mstep: Class 21 contains 375171 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17020 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18223 members 
Mstep: Class 43 contains 22714 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 169800.968750
Iteration 258Q: 50 clusters Score -1.42008e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38369 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6430 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27997 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 61835 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158639 members 
Mstep: Class 21 contains 375175 members 
Mstep: Class 22 contains 61065 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17019 members 
Mstep: Class 26 contains 12199 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18224 members 
Mstep: Class 43 contains 22715 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 169800.968750
Iteration 259Q: 50 clusters Score -1.42008e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38365 members 
Mstep: Class 6 contains 35178 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61838 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158637 members 
Mstep: Class 21 contains 375175 members 
Mstep: Class 22 contains 61064 members 
Mstep: Class 23 contains 12138 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17020 members 
Mstep: Class 26 contains 12198 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29409 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18224 members 
Mstep: Class 43 contains 22716 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 169800.968750
Iteration 260F: 50 clusters Score -1.42008e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38357 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61840 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158639 members 
Mstep: Class 21 contains 375174 members 
Mstep: Class 22 contains 61063 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 12199 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18224 members 
Mstep: Class 43 contains 22717 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 169800.968750
Iteration 261Q: 50 clusters Score -1.42008e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16406 members 
Mstep: Class 5 contains 38355 members 
Mstep: Class 6 contains 35175 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61842 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158639 members 
Mstep: Class 21 contains 375175 members 
Mstep: Class 22 contains 61062 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29212 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18224 members 
Mstep: Class 43 contains 22718 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 169800.968750
Iteration 262Q: 50 clusters Score -1.420079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 38351 members 
Mstep: Class 6 contains 35174 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 14297 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27991 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61847 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158638 members 
Mstep: Class 21 contains 375172 members 
Mstep: Class 22 contains 61062 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17022 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29213 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18225 members 
Mstep: Class 43 contains 22718 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 169800.968750
Iteration 263Q: 50 clusters Score -1.420079e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 38347 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 14296 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27988 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61850 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158637 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61062 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17026 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29411 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29214 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18225 members 
Mstep: Class 43 contains 22719 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23825 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 169800.968750
Iteration 264Q: 50 clusters Score -1.42008e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38342 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6434 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27986 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61855 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158637 members 
Mstep: Class 21 contains 375168 members 
Mstep: Class 22 contains 61061 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17027 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29411 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29215 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18226 members 
Mstep: Class 43 contains 22720 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23826 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 169800.968750
Iteration 265Q: 50 clusters Score -1.420079e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38339 members 
Mstep: Class 6 contains 35174 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6434 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61857 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158639 members 
Mstep: Class 21 contains 375166 members 
Mstep: Class 22 contains 61060 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29411 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29217 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18227 members 
Mstep: Class 43 contains 22720 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 169800.968750
Iteration 266Q: 50 clusters Score -1.420079e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38334 members 
Mstep: Class 6 contains 35175 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61857 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158638 members 
Mstep: Class 21 contains 375169 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29217 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18228 members 
Mstep: Class 43 contains 22721 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 169800.968750
Iteration 267Q: 50 clusters Score -1.420079e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 35174 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39085 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61857 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 375169 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17029 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29216 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18228 members 
Mstep: Class 43 contains 22721 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007808.000000 Penalty: 169800.968750
Iteration 268Q: 50 clusters Score -1.420078e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38326 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6436 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61857 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 158638 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29216 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18228 members 
Mstep: Class 43 contains 22723 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 169800.968750
Iteration 269Q: 50 clusters Score -1.420079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38321 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6434 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39083 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61858 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158640 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29216 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18228 members 
Mstep: Class 43 contains 22725 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007920.000000 Penalty: 169800.968750
Iteration 270Q: 50 clusters Score -1.420079e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38317 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27983 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61861 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158640 members 
Mstep: Class 21 contains 375169 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17032 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29217 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18228 members 
Mstep: Class 43 contains 22727 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 271Q: 50 clusters Score -1.420079e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38313 members 
Mstep: Class 6 contains 35171 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61864 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158643 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61058 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17030 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29218 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18229 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 272Q: 50 clusters Score -1.420079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38308 members 
Mstep: Class 6 contains 35169 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27982 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61867 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158642 members 
Mstep: Class 21 contains 375173 members 
Mstep: Class 22 contains 61057 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17032 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 29219 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18231 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 169800.968750
Iteration 273Q: 50 clusters Score -1.420079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38306 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 27983 members 
Mstep: Class 13 contains 39083 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61871 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 375173 members 
Mstep: Class 22 contains 61057 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29408 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29221 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18232 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008032.000000 Penalty: 169800.968750
Iteration 274Q: 50 clusters Score -1.42008e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38307 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61872 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 375173 members 
Mstep: Class 22 contains 61055 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29406 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29222 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18235 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007936.000000 Penalty: 169800.968750
Iteration 275Q: 50 clusters Score -1.420079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38306 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27980 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61874 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158638 members 
Mstep: Class 21 contains 375173 members 
Mstep: Class 22 contains 61053 members 
Mstep: Class 23 contains 12142 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29223 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18237 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007904.000000 Penalty: 169800.968750
Iteration 276Q: 50 clusters Score -1.420079e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38305 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27982 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61875 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158635 members 
Mstep: Class 21 contains 375170 members 
Mstep: Class 22 contains 61053 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 29225 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18237 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007968.000000 Penalty: 169800.968750
Iteration 277Q: 50 clusters Score -1.42008e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27983 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 375168 members 
Mstep: Class 22 contains 61051 members 
Mstep: Class 23 contains 12146 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008000.000000 Penalty: 169800.968750
Iteration 278Q: 50 clusters Score -1.42008e+08 nChanged 10
Entering ConstructFrom: 
Score: -142008000.000000 Penalty: 169800.968750
Entering ConstructFrom: 
Trying to split cluster 1 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -59268.187500 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -59268.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57711.359375 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -57711.36 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58014.394531 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -58014.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58155.753906 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -58155.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58206.679688 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -58206.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58245.214844 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -58245.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58281.906250 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -58281.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58308.394531 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -58308.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58330.953125 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -58330.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58354.441406 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -58354.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58376.976562 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -58376.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58383.890625 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -58383.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58391.031250 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -58391.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58395.285156 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -58395.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58396.160156 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -58396.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58396.160156 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -58396.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25673.511719 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25673.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24499.833984 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24499.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24624.525391 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24624.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24642.529297 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24642.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24642.529297 Penalty: 2734.660645
	Iteration 3F: 3 clusters Score -24642.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -289100.187500 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -289100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -286299.718750 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -286299.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286816.156250 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -286816.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286941.906250 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -286941.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287002.343750 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -287002.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287043.781250 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -287043.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -287076.156250 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -287076.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -287106.125000 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -287106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287127.250000 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -287127.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -287142.937500 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -287142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -287151.875000 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -287151.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287156.156250 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -287156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287163.031250 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -287163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -287170.156250 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -287170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -287173.781250 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -287173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287176.875000 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -287176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -287181.312500 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -287181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287185.562500 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -287185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287187.843750 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -287187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287191.562500 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -287191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287194.656250 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -287194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287196.718750 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -287196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -287197.937500 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -287197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -287198.812500 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -287198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287200.093750 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -287200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -287200.906250 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -287200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -287203.031250 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -287203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287205.781250 Penalty: 3843.877686
	Iteration 26Q: 3 clusters Score -287205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287207.812500 Penalty: 3843.877686
	Iteration 27Q: 3 clusters Score -287207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287209.875000 Penalty: 3843.877686
	Iteration 28Q: 3 clusters Score -287209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -287211.500000 Penalty: 3843.877686
	Iteration 29Q: 3 clusters Score -287211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287212.343750 Penalty: 3843.877686
	Iteration 30Q: 3 clusters Score -287212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -287212.468750 Penalty: 3843.877686
	Iteration 31Q: 3 clusters Score -287212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -287213.937500 Penalty: 3843.877686
	Iteration 32Q: 3 clusters Score -287213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287215.781250 Penalty: 3843.877686
	Iteration 33Q: 3 clusters Score -287215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -287218.687500 Penalty: 3843.877686
	Iteration 34Q: 3 clusters Score -287218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -287224.406250 Penalty: 3843.877686
	Iteration 35Q: 3 clusters Score -287224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -287227.093750 Penalty: 3843.877686
	Iteration 36Q: 3 clusters Score -287227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287228.375000 Penalty: 3843.877686
	Iteration 37Q: 3 clusters Score -287228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -287230.562500 Penalty: 3843.877686
	Iteration 38Q: 3 clusters Score -287230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -287232.437500 Penalty: 3843.877686
	Iteration 39Q: 3 clusters Score -287232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -287232.437500 Penalty: 3843.877686
	Iteration 40F: 3 clusters Score -287232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Entering Unmasked Estep 
Score: -2088661.375000 Penalty: 2406.969971
	Iteration 0F: 2 clusters Score -2088661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2076819.625000 Penalty: 4813.939941
	Iteration 0F: 3 clusters Score -2076820 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2080651.500000 Penalty: 4813.939941
	Iteration 1F: 3 clusters Score -2080652 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2081010.750000 Penalty: 4813.939941
	Iteration 2F: 3 clusters Score -2081011 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2081349.625000 Penalty: 4813.939941
	Iteration 3Q: 3 clusters Score -2081350 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2081707.625000 Penalty: 4813.939941
	Iteration 4Q: 3 clusters Score -2081708 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2082110.500000 Penalty: 4813.939941
	Iteration 5Q: 3 clusters Score -2082110 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2082507.625000 Penalty: 4813.939941
	Iteration 6Q: 3 clusters Score -2082508 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2082886.875000 Penalty: 4813.939941
	Iteration 7Q: 3 clusters Score -2082887 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2083268.375000 Penalty: 4813.939941
	Iteration 8Q: 3 clusters Score -2083268 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2083641.500000 Penalty: 4813.939941
	Iteration 9Q: 3 clusters Score -2083642 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2083984.750000 Penalty: 4813.939941
	Iteration 10Q: 3 clusters Score -2083985 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2084316.625000 Penalty: 4813.939941
	Iteration 11Q: 3 clusters Score -2084317 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2084600.500000 Penalty: 4813.939941
	Iteration 12Q: 3 clusters Score -2084600 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2084841.000000 Penalty: 4813.939941
	Iteration 13Q: 3 clusters Score -2084841 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2085022.500000 Penalty: 4813.939941
	Iteration 14Q: 3 clusters Score -2085022 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2085156.125000 Penalty: 4813.939941
	Iteration 15Q: 3 clusters Score -2085156 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2085251.250000 Penalty: 4813.939941
	Iteration 16Q: 3 clusters Score -2085251 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2085326.625000 Penalty: 4813.939941
	Iteration 17Q: 3 clusters Score -2085327 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2085373.375000 Penalty: 4813.939941
	Iteration 18Q: 3 clusters Score -2085373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2085399.000000 Penalty: 4813.939941
	Iteration 19Q: 3 clusters Score -2085399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2085422.625000 Penalty: 4813.939941
	Iteration 20F: 3 clusters Score -2085423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2085452.500000 Penalty: 4813.939941
	Iteration 21Q: 3 clusters Score -2085452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2085475.500000 Penalty: 4813.939941
	Iteration 22Q: 3 clusters Score -2085476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2085508.250000 Penalty: 4813.939941
	Iteration 23Q: 3 clusters Score -2085508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2085528.875000 Penalty: 4813.939941
	Iteration 24Q: 3 clusters Score -2085529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2085549.125000 Penalty: 4813.939941
	Iteration 25Q: 3 clusters Score -2085549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2085572.000000 Penalty: 4813.939941
	Iteration 26Q: 3 clusters Score -2085572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2085584.375000 Penalty: 4813.939941
	Iteration 27Q: 3 clusters Score -2085584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2085610.125000 Penalty: 4813.939941
	Iteration 28Q: 3 clusters Score -2085610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2085624.375000 Penalty: 4813.939941
	Iteration 29Q: 3 clusters Score -2085624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2085642.375000 Penalty: 4813.939941
	Iteration 30Q: 3 clusters Score -2085642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2085650.500000 Penalty: 4813.939941
	Iteration 31Q: 3 clusters Score -2085650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2085661.625000 Penalty: 4813.939941
	Iteration 32Q: 3 clusters Score -2085662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2085668.750000 Penalty: 4813.939941
	Iteration 33Q: 3 clusters Score -2085669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2085676.250000 Penalty: 4813.939941
	Iteration 34Q: 3 clusters Score -2085676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2085681.625000 Penalty: 4813.939941
	Iteration 35Q: 3 clusters Score -2085682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2085687.000000 Penalty: 4813.939941
	Iteration 36Q: 3 clusters Score -2085687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2085688.750000 Penalty: 4813.939941
	Iteration 37Q: 3 clusters Score -2085689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2085695.500000 Penalty: 4813.939941
	Iteration 38Q: 3 clusters Score -2085696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2085694.500000 Penalty: 4813.939941
	Iteration 39Q: 3 clusters Score -2085694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2085700.500000 Penalty: 4813.939941
	Iteration 40F: 3 clusters Score -2085700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2085702.375000 Penalty: 4813.939941
	Iteration 41Q: 3 clusters Score -2085702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2085703.500000 Penalty: 4813.939941
	Iteration 42Q: 3 clusters Score -2085704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2085709.250000 Penalty: 4813.939941
	Iteration 43Q: 3 clusters Score -2085709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2085706.625000 Penalty: 4813.939941
	Iteration 44Q: 3 clusters Score -2085707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2085709.875000 Penalty: 4813.939941
	Iteration 45Q: 3 clusters Score -2085710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2085716.125000 Penalty: 4813.939941
	Iteration 46Q: 3 clusters Score -2085716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2085717.125000 Penalty: 4813.939941
	Iteration 47Q: 3 clusters Score -2085717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2085721.000000 Penalty: 4813.939941
	Iteration 48Q: 3 clusters Score -2085721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2085722.625000 Penalty: 4813.939941
	Iteration 49Q: 3 clusters Score -2085723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2085725.750000 Penalty: 4813.939941
	Iteration 50Q: 3 clusters Score -2085726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2085734.000000 Penalty: 4813.939941
	Iteration 51Q: 3 clusters Score -2085734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2085745.875000 Penalty: 4813.939941
	Iteration 52Q: 3 clusters Score -2085746 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10109 members 
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Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2085759 nChanged 41
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Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 6216 members 
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	Iteration 55Q: 3 clusters Score -2085765 nChanged 44
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6172 members 
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Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6125 members 
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	Iteration 57Q: 3 clusters Score -2085777 nChanged 40
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Mstep: Class 1 contains 10323 members 
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Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6046 members 
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	Iteration 59Q: 3 clusters Score -2085791 nChanged 43
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Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6005 members 
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	Iteration 60F: 3 clusters Score -2085794 nChanged 38
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Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5971 members 
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Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 5928 members 
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Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5885 members 
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	Iteration 63Q: 3 clusters Score -2085814 nChanged 36
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Mstep: Class 1 contains 10559 members 
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	Iteration 64Q: 3 clusters Score -2085820 nChanged 45
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Mstep: Class 1 contains 10604 members 
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	Iteration 65Q: 3 clusters Score -2085831 nChanged 44
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Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5760 members 
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Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5709 members 
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	Iteration 67Q: 3 clusters Score -2085840 nChanged 53
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Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5658 members 
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5601 members 
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	Iteration 69Q: 3 clusters Score -2085861 nChanged 58
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Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5543 members 
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	Iteration 70Q: 3 clusters Score -2085868 nChanged 54
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Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5491 members 
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	Iteration 71Q: 3 clusters Score -2085874 nChanged 54
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Mstep: Class 1 contains 10969 members 
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	Iteration 72Q: 3 clusters Score -2085883 nChanged 51
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Mstep: Class 1 contains 11020 members 
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	Iteration 73Q: 3 clusters Score -2085895 nChanged 50
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Mstep: Class 1 contains 11070 members 
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	Iteration 74Q: 3 clusters Score -2085903 nChanged 45
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Mstep: Class 1 contains 11115 members 
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Mstep: Class 1 contains 11227 members 
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Mstep: Class 1 contains 11286 members 
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5087 members 
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Mstep: Class 1 contains 11357 members 
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Mstep: Class 1 contains 11379 members 
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Mstep: Class 1 contains 11402 members 
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Mstep: Class 1 contains 11474 members 
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Mstep: Class 1 contains 11525 members 
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Mstep: Class 1 contains 11650 members 
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Mstep: Class 1 contains 11706 members 
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	Iteration 90Q: 3 clusters Score -2086016 nChanged 62
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Mstep: Class 1 contains 11766 members 
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Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4587 members 
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	Iteration 92Q: 3 clusters Score -2086032 nChanged 70
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Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4519 members 
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Mstep: Class 1 contains 11958 members 
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Mstep: Class 1 contains 12039 members 
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Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4286 members 
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Mstep: Class 1 contains 12210 members 
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Mstep: Class 1 contains 12318 members 
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	Iteration 98Q: 3 clusters Score -2086153 nChanged 113
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Mstep: Class 1 contains 12429 members 
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Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3871 members 
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	Iteration 100F: 3 clusters Score -2086219 nChanged 104
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Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3771 members 
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Mstep: Class 1 contains 12735 members 
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	Iteration 104Q: 3 clusters Score -2086329 nChanged 87
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	Iteration 107Q: 3 clusters Score -2086393 nChanged 66
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Mstep: Class 1 contains 13271 members 
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	Iteration 108Q: 3 clusters Score -2086414 nChanged 53
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Mstep: Class 1 contains 13322 members 
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	Iteration 109Q: 3 clusters Score -2086423 nChanged 52
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Mstep: Class 1 contains 13374 members 
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	Iteration 110Q: 3 clusters Score -2086437 nChanged 58
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Mstep: Class 1 contains 13432 members 
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Mstep: Class 1 contains 13481 members 
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	Iteration 112Q: 3 clusters Score -2086464 nChanged 59
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Mstep: Class 1 contains 13540 members 
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	Iteration 113Q: 3 clusters Score -2086476 nChanged 56
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Mstep: Class 1 contains 13596 members 
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	Iteration 114Q: 3 clusters Score -2086482 nChanged 53
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Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2759 members 
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	Iteration 115Q: 3 clusters Score -2086501 nChanged 51
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Mstep: Class 1 contains 13700 members 
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	Iteration 116Q: 3 clusters Score -2086517 nChanged 34
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Mstep: Class 1 contains 13734 members 
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	Iteration 117Q: 3 clusters Score -2086524 nChanged 34
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Mstep: Class 1 contains 13768 members 
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	Iteration 118Q: 3 clusters Score -2086528 nChanged 32
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	Iteration 119Q: 3 clusters Score -2086535 nChanged 31
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Mstep: Class 1 contains 13831 members 
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	Iteration 120F: 3 clusters Score -2086542 nChanged 33
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Mstep: Class 1 contains 13864 members 
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	Iteration 121Q: 3 clusters Score -2086553 nChanged 37
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Mstep: Class 1 contains 13901 members 
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	Iteration 122Q: 3 clusters Score -2086563 nChanged 29
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Mstep: Class 1 contains 13930 members 
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	Iteration 123Q: 3 clusters Score -2086566 nChanged 25
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Mstep: Class 1 contains 13955 members 
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	Iteration 124Q: 3 clusters Score -2086568 nChanged 26
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Mstep: Class 1 contains 13981 members 
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	Iteration 125Q: 3 clusters Score -2086578 nChanged 28
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Mstep: Class 1 contains 14009 members 
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	Iteration 126Q: 3 clusters Score -2086588 nChanged 22
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	Iteration 127Q: 3 clusters Score -2086591 nChanged 25
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	Iteration 128Q: 3 clusters Score -2086600 nChanged 24
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	Iteration 129Q: 3 clusters Score -2086603 nChanged 22
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	Iteration 130Q: 3 clusters Score -2086606 nChanged 22
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	Iteration 131Q: 3 clusters Score -2086615 nChanged 21
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	Iteration 132Q: 3 clusters Score -2086624 nChanged 25
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Mstep: Class 1 contains 14166 members 
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	Iteration 133Q: 3 clusters Score -2086632 nChanged 22
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	Iteration 134Q: 3 clusters Score -2086631 nChanged 16
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	Iteration 135Q: 3 clusters Score -2086632 nChanged 14
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	Iteration 136Q: 3 clusters Score -2086634 nChanged 11
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	Iteration 137Q: 3 clusters Score -2086635 nChanged 12
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	Iteration 138Q: 3 clusters Score -2086634 nChanged 11
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	Iteration 139Q: 3 clusters Score -2086640 nChanged 8
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	Iteration 140F: 3 clusters Score -2086644 nChanged 6
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	Iteration 141Q: 3 clusters Score -2086644 nChanged 9
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2086646 nChanged 11
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Mstep: Class 1 contains 14284 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2086648 nChanged 6
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Mstep: Class 1 contains 14290 members 
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Entering Unmasked Estep 
Score: -2086653.750000 Penalty: 4813.939941
	Iteration 144Q: 3 clusters Score -2086654 nChanged 4
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Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2086652.875000 Penalty: 4813.939941
	Iteration 145Q: 3 clusters Score -2086653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2086655.125000 Penalty: 4813.939941
	Iteration 146Q: 3 clusters Score -2086655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2086662.125000 Penalty: 4813.939941
	Iteration 147Q: 3 clusters Score -2086662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2086662.125000 Penalty: 4813.939941
	Iteration 148Q: 3 clusters Score -2086662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2086660.500000 Penalty: 4813.939941
	Iteration 149Q: 3 clusters Score -2086660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2086664.750000 Penalty: 4813.939941
	Iteration 150Q: 3 clusters Score -2086665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2086662.750000 Penalty: 4813.939941
	Iteration 151Q: 3 clusters Score -2086663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2086669.625000 Penalty: 4813.939941
	Iteration 152Q: 3 clusters Score -2086670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2086665.750000 Penalty: 4813.939941
	Iteration 153Q: 3 clusters Score -2086666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2086665.250000 Penalty: 4813.939941
	Iteration 154Q: 3 clusters Score -2086665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2086669.125000 Penalty: 4813.939941
	Iteration 155Q: 3 clusters Score -2086669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2086672.125000 Penalty: 4813.939941
	Iteration 156Q: 3 clusters Score -2086672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2086674.750000 Penalty: 4813.939941
	Iteration 157Q: 3 clusters Score -2086675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2086677.000000 Penalty: 4813.939941
	Iteration 158Q: 3 clusters Score -2086677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2086680.125000 Penalty: 4813.939941
	Iteration 159Q: 3 clusters Score -2086680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2086687.000000 Penalty: 4813.939941
	Iteration 160F: 3 clusters Score -2086687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2086687.500000 Penalty: 4813.939941
	Iteration 161Q: 3 clusters Score -2086688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2086689.625000 Penalty: 4813.939941
	Iteration 162Q: 3 clusters Score -2086690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2086691.125000 Penalty: 4813.939941
	Iteration 163Q: 3 clusters Score -2086691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2086695.000000 Penalty: 4813.939941
	Iteration 164Q: 3 clusters Score -2086695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2086699.875000 Penalty: 4813.939941
	Iteration 165Q: 3 clusters Score -2086700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2086701.375000 Penalty: 4813.939941
	Iteration 166Q: 3 clusters Score -2086701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2086698.375000 Penalty: 4813.939941
	Iteration 167Q: 3 clusters Score -2086698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2086697.125000 Penalty: 4813.939941
	Iteration 168Q: 3 clusters Score -2086697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2086701.875000 Penalty: 4813.939941
	Iteration 169Q: 3 clusters Score -2086702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2086698.000000 Penalty: 4813.939941
	Iteration 170Q: 3 clusters Score -2086698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2086700.375000 Penalty: 4813.939941
	Iteration 171Q: 3 clusters Score -2086700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2086698.625000 Penalty: 4813.939941
	Iteration 172Q: 3 clusters Score -2086699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2086703.125000 Penalty: 4813.939941
	Iteration 173Q: 3 clusters Score -2086703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2086704.125000 Penalty: 4813.939941
	Iteration 174Q: 3 clusters Score -2086704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2086703.500000 Penalty: 4813.939941
	Iteration 175Q: 3 clusters Score -2086704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2086703.875000 Penalty: 4813.939941
	Iteration 176Q: 3 clusters Score -2086704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2086707.125000 Penalty: 4813.939941
	Iteration 177Q: 3 clusters Score -2086707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2086711.000000 Penalty: 4813.939941
	Iteration 178Q: 3 clusters Score -2086711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2086710.750000 Penalty: 4813.939941
	Iteration 179Q: 3 clusters Score -2086711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2086710.875000 Penalty: 4813.939941
	Iteration 180F: 3 clusters Score -2086711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2086717.875000 Penalty: 4813.939941
	Iteration 181Q: 3 clusters Score -2086718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2086715.625000 Penalty: 4813.939941
	Iteration 182Q: 3 clusters Score -2086716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2086718.125000 Penalty: 4813.939941
	Iteration 183Q: 3 clusters Score -2086718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2086720.375000 Penalty: 4813.939941
	Iteration 184Q: 3 clusters Score -2086720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2086724.375000 Penalty: 4813.939941
	Iteration 185Q: 3 clusters Score -2086724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2086721.750000 Penalty: 4813.939941
	Iteration 186Q: 3 clusters Score -2086722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2086727.375000 Penalty: 4813.939941
	Iteration 187Q: 3 clusters Score -2086727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2086730.000000 Penalty: 4813.939941
	Iteration 188Q: 3 clusters Score -2086730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2086733.250000 Penalty: 4813.939941
	Iteration 189Q: 3 clusters Score -2086733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2086732.375000 Penalty: 4813.939941
	Iteration 190Q: 3 clusters Score -2086732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2086734.375000 Penalty: 4813.939941
	Iteration 191Q: 3 clusters Score -2086734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2086734.500000 Penalty: 4813.939941
	Iteration 192Q: 3 clusters Score -2086734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2086734.500000 Penalty: 4813.939941
	Iteration 193F: 3 clusters Score -2086734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Entering Unmasked Estep 
Score: -4501458.500000 Penalty: 2617.214355
	Iteration 0F: 2 clusters Score -4501458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4475441.500000 Penalty: 5234.428711
	Iteration 0F: 3 clusters Score -4475442 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4485617.000000 Penalty: 5234.428711
	Iteration 1F: 3 clusters Score -4485617 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4486500.500000 Penalty: 5234.428711
	Iteration 2F: 3 clusters Score -4486500 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4487610.500000 Penalty: 5234.428711
	Iteration 3F: 3 clusters Score -4487610 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -4489033.500000 Penalty: 5234.428711
	Iteration 4F: 3 clusters Score -4489034 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4490760.500000 Penalty: 5234.428711
	Iteration 5F: 3 clusters Score -4490760 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4492697.000000 Penalty: 5234.428711
	Iteration 6F: 3 clusters Score -4492697 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4494667.500000 Penalty: 5234.428711
	Iteration 7F: 3 clusters Score -4494668 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4496497.500000 Penalty: 5234.428711
	Iteration 8F: 3 clusters Score -4496498 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4497928.500000 Penalty: 5234.428711
	Iteration 9Q: 3 clusters Score -4497928 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4498901.500000 Penalty: 5234.428711
	Iteration 10Q: 3 clusters Score -4498902 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4499414.500000 Penalty: 5234.428711
	Iteration 11Q: 3 clusters Score -4499414 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4499713.000000 Penalty: 5234.428711
	Iteration 12Q: 3 clusters Score -4499713 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4499875.500000 Penalty: 5234.428711
	Iteration 13Q: 3 clusters Score -4499876 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4499982.500000 Penalty: 5234.428711
	Iteration 14Q: 3 clusters Score -4499982 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4500057.000000 Penalty: 5234.428711
	Iteration 15Q: 3 clusters Score -4500057 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4500112.500000 Penalty: 5234.428711
	Iteration 16Q: 3 clusters Score -4500112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4500172.500000 Penalty: 5234.428711
	Iteration 17Q: 3 clusters Score -4500172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4500200.500000 Penalty: 5234.428711
	Iteration 18Q: 3 clusters Score -4500200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4500218.000000 Penalty: 5234.428711
	Iteration 19Q: 3 clusters Score -4500218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4500234.000000 Penalty: 5234.428711
	Iteration 20F: 3 clusters Score -4500234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4500257.000000 Penalty: 5234.428711
	Iteration 21Q: 3 clusters Score -4500257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4500269.000000 Penalty: 5234.428711
	Iteration 22Q: 3 clusters Score -4500269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4500277.500000 Penalty: 5234.428711
	Iteration 23Q: 3 clusters Score -4500278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4500284.500000 Penalty: 5234.428711
	Iteration 24Q: 3 clusters Score -4500284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4500293.000000 Penalty: 5234.428711
	Iteration 25Q: 3 clusters Score -4500293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4500300.000000 Penalty: 5234.428711
	Iteration 26Q: 3 clusters Score -4500300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4500303.000000 Penalty: 5234.428711
	Iteration 27Q: 3 clusters Score -4500303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4500303.500000 Penalty: 5234.428711
	Iteration 28Q: 3 clusters Score -4500304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4500316.000000 Penalty: 5234.428711
	Iteration 29Q: 3 clusters Score -4500316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4500313.000000 Penalty: 5234.428711
	Iteration 30Q: 3 clusters Score -4500313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4500313.000000 Penalty: 5234.428711
	Iteration 31Q: 3 clusters Score -4500313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4500309.000000 Penalty: 5234.428711
	Iteration 32Q: 3 clusters Score -4500309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4500310.000000 Penalty: 5234.428711
	Iteration 33Q: 3 clusters Score -4500310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4500313.500000 Penalty: 5234.428711
	Iteration 34Q: 3 clusters Score -4500314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4500314.000000 Penalty: 5234.428711
	Iteration 35Q: 3 clusters Score -4500314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4500310.000000 Penalty: 5234.428711
	Iteration 36Q: 3 clusters Score -4500310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4500308.500000 Penalty: 5234.428711
	Iteration 37Q: 3 clusters Score -4500308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4500307.000000 Penalty: 5234.428711
	Iteration 38Q: 3 clusters Score -4500307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4500307.000000 Penalty: 5234.428711
	Iteration 39F: 3 clusters Score -4500307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Entering Unmasked Estep 
Score: -4345519.500000 Penalty: 2596.023193
	Iteration 0F: 2 clusters Score -4345520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4321464.000000 Penalty: 5192.046387
	Iteration 0F: 3 clusters Score -4321464 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4330711.500000 Penalty: 5192.046387
	Iteration 1F: 3 clusters Score -4330712 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4331629.000000 Penalty: 5192.046387
	Iteration 2F: 3 clusters Score -4331629 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -4332667.000000 Penalty: 5192.046387
	Iteration 3F: 3 clusters Score -4332667 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4333828.000000 Penalty: 5192.046387
	Iteration 4F: 3 clusters Score -4333828 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4335257.500000 Penalty: 5192.046387
	Iteration 5F: 3 clusters Score -4335258 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4336917.000000 Penalty: 5192.046387
	Iteration 6F: 3 clusters Score -4336917 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4338577.500000 Penalty: 5192.046387
	Iteration 7F: 3 clusters Score -4338578 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4340146.000000 Penalty: 5192.046387
	Iteration 8F: 3 clusters Score -4340146 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4341472.500000 Penalty: 5192.046387
	Iteration 9Q: 3 clusters Score -4341472 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4342343.000000 Penalty: 5192.046387
	Iteration 10Q: 3 clusters Score -4342343 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4342897.000000 Penalty: 5192.046387
	Iteration 11Q: 3 clusters Score -4342897 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4343222.000000 Penalty: 5192.046387
	Iteration 12Q: 3 clusters Score -4343222 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4343436.000000 Penalty: 5192.046387
	Iteration 13Q: 3 clusters Score -4343436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4343601.500000 Penalty: 5192.046387
	Iteration 14Q: 3 clusters Score -4343602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4343687.500000 Penalty: 5192.046387
	Iteration 15Q: 3 clusters Score -4343688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4343768.500000 Penalty: 5192.046387
	Iteration 16Q: 3 clusters Score -4343768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4343872.000000 Penalty: 5192.046387
	Iteration 17Q: 3 clusters Score -4343872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4343945.500000 Penalty: 5192.046387
	Iteration 18Q: 3 clusters Score -4343946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4343989.000000 Penalty: 5192.046387
	Iteration 19Q: 3 clusters Score -4343989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4344013.500000 Penalty: 5192.046387
	Iteration 20F: 3 clusters Score -4344014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4344030.000000 Penalty: 5192.046387
	Iteration 21Q: 3 clusters Score -4344030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4344055.000000 Penalty: 5192.046387
	Iteration 22Q: 3 clusters Score -4344055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4344062.500000 Penalty: 5192.046387
	Iteration 23Q: 3 clusters Score -4344062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4344081.500000 Penalty: 5192.046387
	Iteration 24Q: 3 clusters Score -4344082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4344081.500000 Penalty: 5192.046387
	Iteration 25Q: 3 clusters Score -4344082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4344088.500000 Penalty: 5192.046387
	Iteration 26Q: 3 clusters Score -4344088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4344094.000000 Penalty: 5192.046387
	Iteration 27Q: 3 clusters Score -4344094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4344103.500000 Penalty: 5192.046387
	Iteration 28Q: 3 clusters Score -4344104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4344101.500000 Penalty: 5192.046387
	Iteration 29Q: 3 clusters Score -4344102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4344100.500000 Penalty: 5192.046387
	Iteration 30Q: 3 clusters Score -4344100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4344095.000000 Penalty: 5192.046387
	Iteration 31Q: 3 clusters Score -4344095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4344093.000000 Penalty: 5192.046387
	Iteration 32Q: 3 clusters Score -4344093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4344092.500000 Penalty: 5192.046387
	Iteration 33Q: 3 clusters Score -4344092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4344096.500000 Penalty: 5192.046387
	Iteration 34Q: 3 clusters Score -4344096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4344096.500000 Penalty: 5192.046387
	Iteration 35F: 3 clusters Score -4344096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -143920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141848.578125 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -141848.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142286.625000 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -142286.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142512.171875 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -142512.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142689.515625 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -142689.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -142839.156250 Penalty: 3530.134033
	Iteration 4F: 3 clusters Score -142839.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142930.937500 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -142930.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142994.234375 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -142994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143023.546875 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -143023.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -143046.078125 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -143046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -143054.656250 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -143054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143064.406250 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -143064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -143073.421875 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -143073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -143080.781250 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -143080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -143085.843750 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -143085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -143091.484375 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -143091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -143093.859375 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -143093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -143095.171875 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -143095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -143095.171875 Penalty: 3530.134033
	Iteration 17F: 3 clusters Score -143095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -697705.875000 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -697705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -692338.000000 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -692338 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -694077.062500 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -694077.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -694623.437500 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -694623.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -695099.875000 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -695099.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -695527.687500 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -695527.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -695928.187500 Penalty: 4350.060547
	Iteration 5F: 3 clusters Score -695928.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -696218.312500 Penalty: 4350.060547
	Iteration 6F: 3 clusters Score -696218.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -696381.062500 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -696381.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -696486.187500 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -696486.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -696569.250000 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -696569.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -696625.875000 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -696625.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -696659.062500 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -696659.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -696683.187500 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -696683.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -696699.562500 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -696699.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -696716.187500 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -696716.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -696726.187500 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -696726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -696735.187500 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -696735.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -696744.187500 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -696744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -696755.062500 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -696755.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -696758.687500 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -696758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -696767.750000 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -696767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -696777.937500 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -696777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -696787.062500 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -696787.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -696791.312500 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -696791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -696796.125000 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -696796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -696801.000000 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -696801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -696803.000000 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -696803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -696804.937500 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -696804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -696805.125000 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -696805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -696806.062500 Penalty: 4350.060547
	Iteration 29Q: 3 clusters Score -696806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -696806.375000 Penalty: 4350.060547
	Iteration 30Q: 3 clusters Score -696806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -696806.375000 Penalty: 4350.060547
	Iteration 31F: 3 clusters Score -696806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Entering Unmasked Estep 
Score: -1747764.750000 Penalty: 2372.763672
	Iteration 0F: 2 clusters Score -1747765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1737354.625000 Penalty: 4745.527344
	Iteration 0F: 3 clusters Score -1737355 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1740952.750000 Penalty: 4745.527344
	Iteration 1F: 3 clusters Score -1740953 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1741641.250000 Penalty: 4745.527344
	Iteration 2F: 3 clusters Score -1741641 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1742184.625000 Penalty: 4745.527344
	Iteration 3F: 3 clusters Score -1742185 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1742692.500000 Penalty: 4745.527344
	Iteration 4F: 3 clusters Score -1742692 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1743097.250000 Penalty: 4745.527344
	Iteration 5F: 3 clusters Score -1743097 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1743378.500000 Penalty: 4745.527344
	Iteration 6Q: 3 clusters Score -1743378 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1743641.500000 Penalty: 4745.527344
	Iteration 7Q: 3 clusters Score -1743642 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1743898.000000 Penalty: 4745.527344
	Iteration 8Q: 3 clusters Score -1743898 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1744123.875000 Penalty: 4745.527344
	Iteration 9Q: 3 clusters Score -1744124 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1744328.375000 Penalty: 4745.527344
	Iteration 10Q: 3 clusters Score -1744328 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1744482.625000 Penalty: 4745.527344
	Iteration 11Q: 3 clusters Score -1744483 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1744611.875000 Penalty: 4745.527344
	Iteration 12Q: 3 clusters Score -1744612 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1744702.000000 Penalty: 4745.527344
	Iteration 13Q: 3 clusters Score -1744702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1744779.250000 Penalty: 4745.527344
	Iteration 14Q: 3 clusters Score -1744779 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1744837.375000 Penalty: 4745.527344
	Iteration 15Q: 3 clusters Score -1744837 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1744905.500000 Penalty: 4745.527344
	Iteration 16Q: 3 clusters Score -1744906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1744946.625000 Penalty: 4745.527344
	Iteration 17Q: 3 clusters Score -1744947 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1745003.375000 Penalty: 4745.527344
	Iteration 18Q: 3 clusters Score -1745003 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1745056.875000 Penalty: 4745.527344
	Iteration 19Q: 3 clusters Score -1745057 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1745092.125000 Penalty: 4745.527344
	Iteration 20F: 3 clusters Score -1745092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1745144.875000 Penalty: 4745.527344
	Iteration 21Q: 3 clusters Score -1745145 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1745207.375000 Penalty: 4745.527344
	Iteration 22Q: 3 clusters Score -1745207 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1745288.625000 Penalty: 4745.527344
	Iteration 23Q: 3 clusters Score -1745289 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1745355.250000 Penalty: 4745.527344
	Iteration 24Q: 3 clusters Score -1745355 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1745429.375000 Penalty: 4745.527344
	Iteration 25Q: 3 clusters Score -1745429 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1745510.750000 Penalty: 4745.527344
	Iteration 26Q: 3 clusters Score -1745511 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1745614.625000 Penalty: 4745.527344
	Iteration 27Q: 3 clusters Score -1745615 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1745724.625000 Penalty: 4745.527344
	Iteration 28Q: 3 clusters Score -1745725 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1745852.500000 Penalty: 4745.527344
	Iteration 29Q: 3 clusters Score -1745852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1745991.500000 Penalty: 4745.527344
	Iteration 30Q: 3 clusters Score -1745992 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1746149.875000 Penalty: 4745.527344
	Iteration 31Q: 3 clusters Score -1746150 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1746291.875000 Penalty: 4745.527344
	Iteration 32Q: 3 clusters Score -1746292 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1746406.625000 Penalty: 4745.527344
	Iteration 33Q: 3 clusters Score -1746407 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1746489.875000 Penalty: 4745.527344
	Iteration 34Q: 3 clusters Score -1746490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1746554.625000 Penalty: 4745.527344
	Iteration 35Q: 3 clusters Score -1746555 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1746614.250000 Penalty: 4745.527344
	Iteration 36Q: 3 clusters Score -1746614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1746658.250000 Penalty: 4745.527344
	Iteration 37Q: 3 clusters Score -1746658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1746693.875000 Penalty: 4745.527344
	Iteration 38Q: 3 clusters Score -1746694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1746719.125000 Penalty: 4745.527344
	Iteration 39Q: 3 clusters Score -1746719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1746752.250000 Penalty: 4745.527344
	Iteration 40F: 3 clusters Score -1746752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1746784.125000 Penalty: 4745.527344
	Iteration 41Q: 3 clusters Score -1746784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1746811.125000 Penalty: 4745.527344
	Iteration 42Q: 3 clusters Score -1746811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1746829.000000 Penalty: 4745.527344
	Iteration 43Q: 3 clusters Score -1746829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1746837.250000 Penalty: 4745.527344
	Iteration 44Q: 3 clusters Score -1746837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1746843.500000 Penalty: 4745.527344
	Iteration 45Q: 3 clusters Score -1746844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1746855.250000 Penalty: 4745.527344
	Iteration 46Q: 3 clusters Score -1746855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1746862.750000 Penalty: 4745.527344
	Iteration 47Q: 3 clusters Score -1746863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1746870.625000 Penalty: 4745.527344
	Iteration 48Q: 3 clusters Score -1746871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1746877.250000 Penalty: 4745.527344
	Iteration 49Q: 3 clusters Score -1746877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1746884.125000 Penalty: 4745.527344
	Iteration 50Q: 3 clusters Score -1746884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1746889.000000 Penalty: 4745.527344
	Iteration 51Q: 3 clusters Score -1746889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1746890.500000 Penalty: 4745.527344
	Iteration 52Q: 3 clusters Score -1746890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1746892.500000 Penalty: 4745.527344
	Iteration 53Q: 3 clusters Score -1746892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1746893.500000 Penalty: 4745.527344
	Iteration 54Q: 3 clusters Score -1746894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1746897.750000 Penalty: 4745.527344
	Iteration 55Q: 3 clusters Score -1746898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1746900.500000 Penalty: 4745.527344
	Iteration 56Q: 3 clusters Score -1746900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1746903.500000 Penalty: 4745.527344
	Iteration 57Q: 3 clusters Score -1746904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1746901.875000 Penalty: 4745.527344
	Iteration 58Q: 3 clusters Score -1746902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1746905.750000 Penalty: 4745.527344
	Iteration 59Q: 3 clusters Score -1746906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1746915.250000 Penalty: 4745.527344
	Iteration 60F: 3 clusters Score -1746915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1746915.625000 Penalty: 4745.527344
	Iteration 61Q: 3 clusters Score -1746916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1746921.250000 Penalty: 4745.527344
	Iteration 62Q: 3 clusters Score -1746921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1746919.875000 Penalty: 4745.527344
	Iteration 63Q: 3 clusters Score -1746920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1746925.000000 Penalty: 4745.527344
	Iteration 64Q: 3 clusters Score -1746925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1746934.250000 Penalty: 4745.527344
	Iteration 65Q: 3 clusters Score -1746934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1746933.250000 Penalty: 4745.527344
	Iteration 66Q: 3 clusters Score -1746933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1746938.250000 Penalty: 4745.527344
	Iteration 67Q: 3 clusters Score -1746938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1746940.125000 Penalty: 4745.527344
	Iteration 68Q: 3 clusters Score -1746940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1746941.250000 Penalty: 4745.527344
	Iteration 69Q: 3 clusters Score -1746941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1746946.750000 Penalty: 4745.527344
	Iteration 70Q: 3 clusters Score -1746947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1746947.875000 Penalty: 4745.527344
	Iteration 71Q: 3 clusters Score -1746948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1746946.750000 Penalty: 4745.527344
	Iteration 72Q: 3 clusters Score -1746947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1746951.375000 Penalty: 4745.527344
	Iteration 73Q: 3 clusters Score -1746951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1746950.125000 Penalty: 4745.527344
	Iteration 74Q: 3 clusters Score -1746950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1746952.500000 Penalty: 4745.527344
	Iteration 75Q: 3 clusters Score -1746952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1746951.750000 Penalty: 4745.527344
	Iteration 76Q: 3 clusters Score -1746952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1746953.750000 Penalty: 4745.527344
	Iteration 77Q: 3 clusters Score -1746954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1746957.375000 Penalty: 4745.527344
	Iteration 78Q: 3 clusters Score -1746957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1746953.750000 Penalty: 4745.527344
	Iteration 79Q: 3 clusters Score -1746954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1746953.750000 Penalty: 4745.527344
	Iteration 80F: 3 clusters Score -1746954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Entering Unmasked Estep 
Score: -1343221.750000 Penalty: 2310.068115
	Iteration 0F: 2 clusters Score -1343222 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 5556 members 
Entering Unmasked Estep 
Score: -1334935.125000 Penalty: 4620.136230
	Iteration 0F: 3 clusters Score -1334935 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1337382.000000 Penalty: 4620.136230
	Iteration 1F: 3 clusters Score -1337382 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1337678.750000 Penalty: 4620.136230
	Iteration 2F: 3 clusters Score -1337679 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1337916.875000 Penalty: 4620.136230
	Iteration 3Q: 3 clusters Score -1337917 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1338116.375000 Penalty: 4620.136230
	Iteration 4Q: 3 clusters Score -1338116 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1338320.000000 Penalty: 4620.136230
	Iteration 5Q: 3 clusters Score -1338320 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1338536.875000 Penalty: 4620.136230
	Iteration 6Q: 3 clusters Score -1338537 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1338800.750000 Penalty: 4620.136230
	Iteration 7Q: 3 clusters Score -1338801 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1339131.875000 Penalty: 4620.136230
	Iteration 8Q: 3 clusters Score -1339132 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1339499.625000 Penalty: 4620.136230
	Iteration 9Q: 3 clusters Score -1339500 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1339886.750000 Penalty: 4620.136230
	Iteration 10F: 3 clusters Score -1339887 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1340232.875000 Penalty: 4620.136230
	Iteration 11Q: 3 clusters Score -1340233 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1340509.000000 Penalty: 4620.136230
	Iteration 12Q: 3 clusters Score -1340509 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1340719.750000 Penalty: 4620.136230
	Iteration 13Q: 3 clusters Score -1340720 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1340901.500000 Penalty: 4620.136230
	Iteration 14Q: 3 clusters Score -1340902 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1341101.125000 Penalty: 4620.136230
	Iteration 15Q: 3 clusters Score -1341101 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1341349.000000 Penalty: 4620.136230
	Iteration 16Q: 3 clusters Score -1341349 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1341576.125000 Penalty: 4620.136230
	Iteration 17Q: 3 clusters Score -1341576 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1341754.250000 Penalty: 4620.136230
	Iteration 18Q: 3 clusters Score -1341754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1341847.375000 Penalty: 4620.136230
	Iteration 19Q: 3 clusters Score -1341847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1341928.125000 Penalty: 4620.136230
	Iteration 20F: 3 clusters Score -1341928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1341986.375000 Penalty: 4620.136230
	Iteration 21Q: 3 clusters Score -1341986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1342027.125000 Penalty: 4620.136230
	Iteration 22Q: 3 clusters Score -1342027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1342052.250000 Penalty: 4620.136230
	Iteration 23Q: 3 clusters Score -1342052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1342079.375000 Penalty: 4620.136230
	Iteration 24Q: 3 clusters Score -1342079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1342093.000000 Penalty: 4620.136230
	Iteration 25Q: 3 clusters Score -1342093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1342104.500000 Penalty: 4620.136230
	Iteration 26Q: 3 clusters Score -1342104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1342113.000000 Penalty: 4620.136230
	Iteration 27Q: 3 clusters Score -1342113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1342124.875000 Penalty: 4620.136230
	Iteration 28Q: 3 clusters Score -1342125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1342134.500000 Penalty: 4620.136230
	Iteration 29Q: 3 clusters Score -1342134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1342141.250000 Penalty: 4620.136230
	Iteration 30Q: 3 clusters Score -1342141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1342148.250000 Penalty: 4620.136230
	Iteration 31Q: 3 clusters Score -1342148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1342163.250000 Penalty: 4620.136230
	Iteration 32Q: 3 clusters Score -1342163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1342179.750000 Penalty: 4620.136230
	Iteration 33Q: 3 clusters Score -1342180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1342199.375000 Penalty: 4620.136230
	Iteration 34Q: 3 clusters Score -1342199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1342222.250000 Penalty: 4620.136230
	Iteration 35Q: 3 clusters Score -1342222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1342231.250000 Penalty: 4620.136230
	Iteration 36Q: 3 clusters Score -1342231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1342246.875000 Penalty: 4620.136230
	Iteration 37Q: 3 clusters Score -1342247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1342258.500000 Penalty: 4620.136230
	Iteration 38Q: 3 clusters Score -1342258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1342275.875000 Penalty: 4620.136230
	Iteration 39Q: 3 clusters Score -1342276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1342293.375000 Penalty: 4620.136230
	Iteration 40F: 3 clusters Score -1342293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1342312.125000 Penalty: 4620.136230
	Iteration 41Q: 3 clusters Score -1342312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1342336.250000 Penalty: 4620.136230
	Iteration 42Q: 3 clusters Score -1342336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1342355.125000 Penalty: 4620.136230
	Iteration 43Q: 3 clusters Score -1342355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1342382.500000 Penalty: 4620.136230
	Iteration 44Q: 3 clusters Score -1342382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1342404.750000 Penalty: 4620.136230
	Iteration 45Q: 3 clusters Score -1342405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1342424.625000 Penalty: 4620.136230
	Iteration 46Q: 3 clusters Score -1342425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1342440.125000 Penalty: 4620.136230
	Iteration 47Q: 3 clusters Score -1342440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1342463.625000 Penalty: 4620.136230
	Iteration 48Q: 3 clusters Score -1342464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1342478.000000 Penalty: 4620.136230
	Iteration 49Q: 3 clusters Score -1342478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1342493.750000 Penalty: 4620.136230
	Iteration 50Q: 3 clusters Score -1342494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1342520.125000 Penalty: 4620.136230
	Iteration 51Q: 3 clusters Score -1342520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1342535.750000 Penalty: 4620.136230
	Iteration 52Q: 3 clusters Score -1342536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1342549.000000 Penalty: 4620.136230
	Iteration 53Q: 3 clusters Score -1342549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1342558.875000 Penalty: 4620.136230
	Iteration 54Q: 3 clusters Score -1342559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1342567.125000 Penalty: 4620.136230
	Iteration 55Q: 3 clusters Score -1342567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1342573.250000 Penalty: 4620.136230
	Iteration 56Q: 3 clusters Score -1342573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1342577.125000 Penalty: 4620.136230
	Iteration 57Q: 3 clusters Score -1342577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1342580.750000 Penalty: 4620.136230
	Iteration 58Q: 3 clusters Score -1342581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1342584.250000 Penalty: 4620.136230
	Iteration 59Q: 3 clusters Score -1342584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1342585.500000 Penalty: 4620.136230
	Iteration 60F: 3 clusters Score -1342586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1342589.750000 Penalty: 4620.136230
	Iteration 61Q: 3 clusters Score -1342590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1342591.875000 Penalty: 4620.136230
	Iteration 62Q: 3 clusters Score -1342592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1342598.250000 Penalty: 4620.136230
	Iteration 63Q: 3 clusters Score -1342598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1342600.500000 Penalty: 4620.136230
	Iteration 64Q: 3 clusters Score -1342600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1342601.500000 Penalty: 4620.136230
	Iteration 65Q: 3 clusters Score -1342602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1342603.875000 Penalty: 4620.136230
	Iteration 66Q: 3 clusters Score -1342604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1342602.500000 Penalty: 4620.136230
	Iteration 67Q: 3 clusters Score -1342602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1342609.375000 Penalty: 4620.136230
	Iteration 68Q: 3 clusters Score -1342609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1342612.375000 Penalty: 4620.136230
	Iteration 69Q: 3 clusters Score -1342612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1342615.250000 Penalty: 4620.136230
	Iteration 70Q: 3 clusters Score -1342615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1342617.250000 Penalty: 4620.136230
	Iteration 71Q: 3 clusters Score -1342617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1342615.750000 Penalty: 4620.136230
	Iteration 72Q: 3 clusters Score -1342616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1342619.000000 Penalty: 4620.136230
	Iteration 73Q: 3 clusters Score -1342619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1342619.500000 Penalty: 4620.136230
	Iteration 74Q: 3 clusters Score -1342620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1342621.500000 Penalty: 4620.136230
	Iteration 75Q: 3 clusters Score -1342622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1342626.875000 Penalty: 4620.136230
	Iteration 76Q: 3 clusters Score -1342627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1342630.250000 Penalty: 4620.136230
	Iteration 77Q: 3 clusters Score -1342630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1342628.125000 Penalty: 4620.136230
	Iteration 78Q: 3 clusters Score -1342628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1342627.250000 Penalty: 4620.136230
	Iteration 79Q: 3 clusters Score -1342627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1342633.250000 Penalty: 4620.136230
	Iteration 80F: 3 clusters Score -1342633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1342631.375000 Penalty: 4620.136230
	Iteration 81Q: 3 clusters Score -1342631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1342631.375000 Penalty: 4620.136230
	Iteration 82Q: 3 clusters Score -1342631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1342631.875000 Penalty: 4620.136230
	Iteration 83Q: 3 clusters Score -1342632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1342633.875000 Penalty: 4620.136230
	Iteration 84Q: 3 clusters Score -1342634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1342633.875000 Penalty: 4620.136230
	Iteration 85F: 3 clusters Score -1342634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -1233698.750000 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -1233699 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 5136 members 
Entering Unmasked Estep 
Score: -1225819.375000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -1225819 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1228066.250000 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -1228066 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1228381.500000 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -1228382 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1228597.250000 Penalty: 4581.784668
	Iteration 3F: 3 clusters Score -1228597 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1228771.125000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -1228771 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1228904.875000 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -1228905 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1229066.750000 Penalty: 4581.784668
	Iteration 6Q: 3 clusters Score -1229067 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1229271.875000 Penalty: 4581.784668
	Iteration 7Q: 3 clusters Score -1229272 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1229516.375000 Penalty: 4581.784668
	Iteration 8Q: 3 clusters Score -1229516 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1229750.625000 Penalty: 4581.784668
	Iteration 9Q: 3 clusters Score -1229751 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1230029.625000 Penalty: 4581.784668
	Iteration 10Q: 3 clusters Score -1230030 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1230300.250000 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -1230300 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1230550.625000 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -1230551 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1230712.750000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -1230713 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1230854.375000 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -1230854 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1230977.500000 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -1230978 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1231084.500000 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -1231084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1231200.500000 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -1231200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1231302.250000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -1231302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1231386.000000 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -1231386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1231469.750000 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -1231470 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1231537.250000 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -1231537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1231588.875000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -1231589 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1231632.375000 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -1231632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1231670.625000 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -1231671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1231697.500000 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -1231698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1231724.375000 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -1231724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1231749.750000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -1231750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1231775.125000 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -1231775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1231799.625000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -1231800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1231814.500000 Penalty: 4581.784668
	Iteration 30Q: 3 clusters Score -1231814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1231833.250000 Penalty: 4581.784668
	Iteration 31Q: 3 clusters Score -1231833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1231855.625000 Penalty: 4581.784668
	Iteration 32Q: 3 clusters Score -1231856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1231870.875000 Penalty: 4581.784668
	Iteration 33Q: 3 clusters Score -1231871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1231896.000000 Penalty: 4581.784668
	Iteration 34Q: 3 clusters Score -1231896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1231914.125000 Penalty: 4581.784668
	Iteration 35Q: 3 clusters Score -1231914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1231928.625000 Penalty: 4581.784668
	Iteration 36Q: 3 clusters Score -1231929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1231941.125000 Penalty: 4581.784668
	Iteration 37Q: 3 clusters Score -1231941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1231955.250000 Penalty: 4581.784668
	Iteration 38Q: 3 clusters Score -1231955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1231968.000000 Penalty: 4581.784668
	Iteration 39Q: 3 clusters Score -1231968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1231982.125000 Penalty: 4581.784668
	Iteration 40F: 3 clusters Score -1231982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1231997.375000 Penalty: 4581.784668
	Iteration 41Q: 3 clusters Score -1231997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1232006.875000 Penalty: 4581.784668
	Iteration 42Q: 3 clusters Score -1232007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1232022.250000 Penalty: 4581.784668
	Iteration 43Q: 3 clusters Score -1232022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1232034.375000 Penalty: 4581.784668
	Iteration 44Q: 3 clusters Score -1232034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1232036.750000 Penalty: 4581.784668
	Iteration 45Q: 3 clusters Score -1232037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1232049.250000 Penalty: 4581.784668
	Iteration 46Q: 3 clusters Score -1232049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1232055.500000 Penalty: 4581.784668
	Iteration 47Q: 3 clusters Score -1232056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1232062.250000 Penalty: 4581.784668
	Iteration 48Q: 3 clusters Score -1232062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1232072.375000 Penalty: 4581.784668
	Iteration 49Q: 3 clusters Score -1232072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1232076.625000 Penalty: 4581.784668
	Iteration 50Q: 3 clusters Score -1232077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1232079.250000 Penalty: 4581.784668
	Iteration 51Q: 3 clusters Score -1232079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1232087.750000 Penalty: 4581.784668
	Iteration 52Q: 3 clusters Score -1232088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1232093.125000 Penalty: 4581.784668
	Iteration 53Q: 3 clusters Score -1232093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1232094.250000 Penalty: 4581.784668
	Iteration 54Q: 3 clusters Score -1232094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1232096.875000 Penalty: 4581.784668
	Iteration 55Q: 3 clusters Score -1232097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1232098.250000 Penalty: 4581.784668
	Iteration 56Q: 3 clusters Score -1232098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1232101.000000 Penalty: 4581.784668
	Iteration 57Q: 3 clusters Score -1232101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1232103.875000 Penalty: 4581.784668
	Iteration 58Q: 3 clusters Score -1232104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1232103.500000 Penalty: 4581.784668
	Iteration 59Q: 3 clusters Score -1232104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1232104.750000 Penalty: 4581.784668
	Iteration 60F: 3 clusters Score -1232105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1232102.625000 Penalty: 4581.784668
	Iteration 61Q: 3 clusters Score -1232103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1232103.375000 Penalty: 4581.784668
	Iteration 62Q: 3 clusters Score -1232103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1232103.375000 Penalty: 4581.784668
	Iteration 63F: 3 clusters Score -1232103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Entering Unmasked Estep 
Score: -3471407.250000 Penalty: 2539.377197
	Iteration 0F: 2 clusters Score -3471407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3452091.750000 Penalty: 5078.754395
	Iteration 0F: 3 clusters Score -3452092 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3458990.500000 Penalty: 5078.754395
	Iteration 1F: 3 clusters Score -3458990 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3459761.250000 Penalty: 5078.754395
	Iteration 2F: 3 clusters Score -3459761 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3460739.000000 Penalty: 5078.754395
	Iteration 3F: 3 clusters Score -3460739 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3461878.000000 Penalty: 5078.754395
	Iteration 4F: 3 clusters Score -3461878 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3463310.000000 Penalty: 5078.754395
	Iteration 5F: 3 clusters Score -3463310 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3464832.250000 Penalty: 5078.754395
	Iteration 6F: 3 clusters Score -3464832 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3466252.250000 Penalty: 5078.754395
	Iteration 7F: 3 clusters Score -3466252 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3467325.500000 Penalty: 5078.754395
	Iteration 8Q: 3 clusters Score -3467326 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3468041.000000 Penalty: 5078.754395
	Iteration 9Q: 3 clusters Score -3468041 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3468486.000000 Penalty: 5078.754395
	Iteration 10Q: 3 clusters Score -3468486 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3468762.250000 Penalty: 5078.754395
	Iteration 11Q: 3 clusters Score -3468762 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3468924.250000 Penalty: 5078.754395
	Iteration 12Q: 3 clusters Score -3468924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3469047.250000 Penalty: 5078.754395
	Iteration 13Q: 3 clusters Score -3469047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3469131.750000 Penalty: 5078.754395
	Iteration 14Q: 3 clusters Score -3469132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3469184.250000 Penalty: 5078.754395
	Iteration 15Q: 3 clusters Score -3469184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3469233.750000 Penalty: 5078.754395
	Iteration 16Q: 3 clusters Score -3469234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3469275.750000 Penalty: 5078.754395
	Iteration 17Q: 3 clusters Score -3469276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3469321.500000 Penalty: 5078.754395
	Iteration 18Q: 3 clusters Score -3469322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3469348.750000 Penalty: 5078.754395
	Iteration 19Q: 3 clusters Score -3469349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3469372.500000 Penalty: 5078.754395
	Iteration 20F: 3 clusters Score -3469372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3469385.500000 Penalty: 5078.754395
	Iteration 21Q: 3 clusters Score -3469386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3469388.000000 Penalty: 5078.754395
	Iteration 22Q: 3 clusters Score -3469388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3469392.750000 Penalty: 5078.754395
	Iteration 23Q: 3 clusters Score -3469393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3469395.750000 Penalty: 5078.754395
	Iteration 24Q: 3 clusters Score -3469396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3469396.500000 Penalty: 5078.754395
	Iteration 25Q: 3 clusters Score -3469396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3469397.000000 Penalty: 5078.754395
	Iteration 26Q: 3 clusters Score -3469397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3469395.250000 Penalty: 5078.754395
	Iteration 27Q: 3 clusters Score -3469395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3469398.750000 Penalty: 5078.754395
	Iteration 28Q: 3 clusters Score -3469399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3469398.250000 Penalty: 5078.754395
	Iteration 29Q: 3 clusters Score -3469398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3469398.250000 Penalty: 5078.754395
	Iteration 30F: 3 clusters Score -3469398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Entering Unmasked Estep 
Score: -4851853.500000 Penalty: 2622.207520
	Iteration 0F: 2 clusters Score -4851854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4825291.500000 Penalty: 5244.415039
	Iteration 0F: 3 clusters Score -4825292 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4835259.500000 Penalty: 5244.415039
	Iteration 1F: 3 clusters Score -4835260 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4835766.000000 Penalty: 5244.415039
	Iteration 2Q: 3 clusters Score -4835766 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4836290.500000 Penalty: 5244.415039
	Iteration 3Q: 3 clusters Score -4836290 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4836898.000000 Penalty: 5244.415039
	Iteration 4Q: 3 clusters Score -4836898 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4837813.500000 Penalty: 5244.415039
	Iteration 5F: 3 clusters Score -4837814 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4839254.000000 Penalty: 5244.415039
	Iteration 6F: 3 clusters Score -4839254 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4841171.500000 Penalty: 5244.415039
	Iteration 7F: 3 clusters Score -4841172 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4843409.000000 Penalty: 5244.415039
	Iteration 8F: 3 clusters Score -4843409 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4845293.500000 Penalty: 5244.415039
	Iteration 9F: 3 clusters Score -4845294 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4846671.500000 Penalty: 5244.415039
	Iteration 10F: 3 clusters Score -4846672 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4847689.500000 Penalty: 5244.415039
	Iteration 11Q: 3 clusters Score -4847690 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4848346.500000 Penalty: 5244.415039
	Iteration 12Q: 3 clusters Score -4848346 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4848737.500000 Penalty: 5244.415039
	Iteration 13Q: 3 clusters Score -4848738 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4849020.000000 Penalty: 5244.415039
	Iteration 14Q: 3 clusters Score -4849020 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4849222.000000 Penalty: 5244.415039
	Iteration 15Q: 3 clusters Score -4849222 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4849369.500000 Penalty: 5244.415039
	Iteration 16Q: 3 clusters Score -4849370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4849450.500000 Penalty: 5244.415039
	Iteration 17Q: 3 clusters Score -4849450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4849512.000000 Penalty: 5244.415039
	Iteration 18Q: 3 clusters Score -4849512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4849554.500000 Penalty: 5244.415039
	Iteration 19Q: 3 clusters Score -4849554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4849602.000000 Penalty: 5244.415039
	Iteration 20F: 3 clusters Score -4849602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4849624.500000 Penalty: 5244.415039
	Iteration 21Q: 3 clusters Score -4849624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4849647.500000 Penalty: 5244.415039
	Iteration 22Q: 3 clusters Score -4849648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4849660.000000 Penalty: 5244.415039
	Iteration 23Q: 3 clusters Score -4849660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4849685.000000 Penalty: 5244.415039
	Iteration 24Q: 3 clusters Score -4849685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4849698.500000 Penalty: 5244.415039
	Iteration 25Q: 3 clusters Score -4849698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4849701.500000 Penalty: 5244.415039
	Iteration 26Q: 3 clusters Score -4849702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4849711.500000 Penalty: 5244.415039
	Iteration 27Q: 3 clusters Score -4849712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4849717.000000 Penalty: 5244.415039
	Iteration 28Q: 3 clusters Score -4849717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4849723.500000 Penalty: 5244.415039
	Iteration 29Q: 3 clusters Score -4849724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4849725.500000 Penalty: 5244.415039
	Iteration 30Q: 3 clusters Score -4849726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4849726.000000 Penalty: 5244.415039
	Iteration 31Q: 3 clusters Score -4849726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4849730.500000 Penalty: 5244.415039
	Iteration 32Q: 3 clusters Score -4849730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4849726.500000 Penalty: 5244.415039
	Iteration 33Q: 3 clusters Score -4849726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4849726.500000 Penalty: 5244.415039
	Iteration 34F: 3 clusters Score -4849726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Entering Unmasked Estep 
Score: -922000.500000 Penalty: 2214.105469
	Iteration 0F: 2 clusters Score -922000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -915886.187500 Penalty: 4428.210938
	Iteration 0F: 3 clusters Score -915886.2 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -917591.937500 Penalty: 4428.210938
	Iteration 1F: 3 clusters Score -917591.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -917890.562500 Penalty: 4428.210938
	Iteration 2F: 3 clusters Score -917890.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -918113.937500 Penalty: 4428.210938
	Iteration 3F: 3 clusters Score -918113.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -918292.062500 Penalty: 4428.210938
	Iteration 4Q: 3 clusters Score -918292.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -918449.750000 Penalty: 4428.210938
	Iteration 5Q: 3 clusters Score -918449.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -918597.437500 Penalty: 4428.210938
	Iteration 6Q: 3 clusters Score -918597.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -918741.937500 Penalty: 4428.210938
	Iteration 7Q: 3 clusters Score -918741.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -918906.375000 Penalty: 4428.210938
	Iteration 8Q: 3 clusters Score -918906.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -919083.562500 Penalty: 4428.210938
	Iteration 9Q: 3 clusters Score -919083.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -919270.812500 Penalty: 4428.210938
	Iteration 10Q: 3 clusters Score -919270.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -919456.125000 Penalty: 4428.210938
	Iteration 11Q: 3 clusters Score -919456.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -919616.687500 Penalty: 4428.210938
	Iteration 12Q: 3 clusters Score -919616.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -919760.250000 Penalty: 4428.210938
	Iteration 13Q: 3 clusters Score -919760.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -919916.062500 Penalty: 4428.210938
	Iteration 14Q: 3 clusters Score -919916.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -920066.000000 Penalty: 4428.210938
	Iteration 15Q: 3 clusters Score -920066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -920217.562500 Penalty: 4428.210938
	Iteration 16Q: 3 clusters Score -920217.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -920371.375000 Penalty: 4428.210938
	Iteration 17Q: 3 clusters Score -920371.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -920507.250000 Penalty: 4428.210938
	Iteration 18Q: 3 clusters Score -920507.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -920624.437500 Penalty: 4428.210938
	Iteration 19Q: 3 clusters Score -920624.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -920752.437500 Penalty: 4428.210938
	Iteration 20F: 3 clusters Score -920752.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -920847.937500 Penalty: 4428.210938
	Iteration 21Q: 3 clusters Score -920847.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -920907.875000 Penalty: 4428.210938
	Iteration 22Q: 3 clusters Score -920907.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -920943.750000 Penalty: 4428.210938
	Iteration 23Q: 3 clusters Score -920943.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -920978.000000 Penalty: 4428.210938
	Iteration 24Q: 3 clusters Score -920978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -920992.437500 Penalty: 4428.210938
	Iteration 25Q: 3 clusters Score -920992.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -921001.875000 Penalty: 4428.210938
	Iteration 26Q: 3 clusters Score -921001.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -921009.937500 Penalty: 4428.210938
	Iteration 27Q: 3 clusters Score -921009.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -921016.375000 Penalty: 4428.210938
	Iteration 28Q: 3 clusters Score -921016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -921019.812500 Penalty: 4428.210938
	Iteration 29Q: 3 clusters Score -921019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -921023.000000 Penalty: 4428.210938
	Iteration 30Q: 3 clusters Score -921023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -921026.125000 Penalty: 4428.210938
	Iteration 31Q: 3 clusters Score -921026.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -921029.687500 Penalty: 4428.210938
	Iteration 32Q: 3 clusters Score -921029.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -921031.125000 Penalty: 4428.210938
	Iteration 33Q: 3 clusters Score -921031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -921032.375000 Penalty: 4428.210938
	Iteration 34Q: 3 clusters Score -921032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -921032.375000 Penalty: 4428.210938
	Iteration 35F: 3 clusters Score -921032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Entering Unmasked Estep 
Score: -3273321.250000 Penalty: 2526.556152
	Iteration 0F: 2 clusters Score -3273321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3255102.500000 Penalty: 5053.112305
	Iteration 0F: 3 clusters Score -3255102 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3261491.750000 Penalty: 5053.112305
	Iteration 1F: 3 clusters Score -3261492 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3262072.250000 Penalty: 5053.112305
	Iteration 2F: 3 clusters Score -3262072 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3262686.250000 Penalty: 5053.112305
	Iteration 3Q: 3 clusters Score -3262686 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3263511.500000 Penalty: 5053.112305
	Iteration 4F: 3 clusters Score -3263512 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3264467.500000 Penalty: 5053.112305
	Iteration 5F: 3 clusters Score -3264468 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3265704.750000 Penalty: 5053.112305
	Iteration 6F: 3 clusters Score -3265705 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3266946.000000 Penalty: 5053.112305
	Iteration 7F: 3 clusters Score -3266946 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3267840.000000 Penalty: 5053.112305
	Iteration 8F: 3 clusters Score -3267840 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3268457.750000 Penalty: 5053.112305
	Iteration 9F: 3 clusters Score -3268458 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3268822.000000 Penalty: 5053.112305
	Iteration 10Q: 3 clusters Score -3268822 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3269044.250000 Penalty: 5053.112305
	Iteration 11Q: 3 clusters Score -3269044 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3269185.000000 Penalty: 5053.112305
	Iteration 12Q: 3 clusters Score -3269185 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3269269.500000 Penalty: 5053.112305
	Iteration 13Q: 3 clusters Score -3269270 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3269326.250000 Penalty: 5053.112305
	Iteration 14Q: 3 clusters Score -3269326 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3269347.000000 Penalty: 5053.112305
	Iteration 15Q: 3 clusters Score -3269347 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3269367.250000 Penalty: 5053.112305
	Iteration 16Q: 3 clusters Score -3269367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3269401.250000 Penalty: 5053.112305
	Iteration 17Q: 3 clusters Score -3269401 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3269405.500000 Penalty: 5053.112305
	Iteration 18Q: 3 clusters Score -3269406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3269404.750000 Penalty: 5053.112305
	Iteration 19Q: 3 clusters Score -3269405 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3269405.250000 Penalty: 5053.112305
	Iteration 20F: 3 clusters Score -3269405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3269408.250000 Penalty: 5053.112305
	Iteration 21Q: 3 clusters Score -3269408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3269417.250000 Penalty: 5053.112305
	Iteration 22Q: 3 clusters Score -3269417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3269427.500000 Penalty: 5053.112305
	Iteration 23Q: 3 clusters Score -3269428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3269431.500000 Penalty: 5053.112305
	Iteration 24Q: 3 clusters Score -3269432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3269431.000000 Penalty: 5053.112305
	Iteration 25Q: 3 clusters Score -3269431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3269443.250000 Penalty: 5053.112305
	Iteration 26Q: 3 clusters Score -3269443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3269442.500000 Penalty: 5053.112305
	Iteration 27Q: 3 clusters Score -3269442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3269443.250000 Penalty: 5053.112305
	Iteration 28Q: 3 clusters Score -3269443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3269437.250000 Penalty: 5053.112305
	Iteration 29Q: 3 clusters Score -3269437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3269448.250000 Penalty: 5053.112305
	Iteration 30Q: 3 clusters Score -3269448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3269455.000000 Penalty: 5053.112305
	Iteration 31Q: 3 clusters Score -3269455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3269451.000000 Penalty: 5053.112305
	Iteration 32Q: 3 clusters Score -3269451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3269447.500000 Penalty: 5053.112305
	Iteration 33Q: 3 clusters Score -3269448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3269449.250000 Penalty: 5053.112305
	Iteration 34Q: 3 clusters Score -3269449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3269453.000000 Penalty: 5053.112305
	Iteration 35Q: 3 clusters Score -3269453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3269453.750000 Penalty: 5053.112305
	Iteration 36Q: 3 clusters Score -3269454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3269456.500000 Penalty: 5053.112305
	Iteration 37Q: 3 clusters Score -3269456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3269458.250000 Penalty: 5053.112305
	Iteration 38Q: 3 clusters Score -3269458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3269456.500000 Penalty: 5053.112305
	Iteration 39Q: 3 clusters Score -3269456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3269464.750000 Penalty: 5053.112305
	Iteration 40F: 3 clusters Score -3269465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3269456.750000 Penalty: 5053.112305
	Iteration 41Q: 3 clusters Score -3269457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3269458.250000 Penalty: 5053.112305
	Iteration 42Q: 3 clusters Score -3269458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3269454.250000 Penalty: 5053.112305
	Iteration 43Q: 3 clusters Score -3269454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3269465.500000 Penalty: 5053.112305
	Iteration 44Q: 3 clusters Score -3269466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3269463.750000 Penalty: 5053.112305
	Iteration 45Q: 3 clusters Score -3269464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3269463.750000 Penalty: 5053.112305
	Iteration 46Q: 3 clusters Score -3269464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3269466.500000 Penalty: 5053.112305
	Iteration 47Q: 3 clusters Score -3269466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3269466.500000 Penalty: 5053.112305
	Iteration 48F: 3 clusters Score -3269466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -305331.187500 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -305331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -302268.156250 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -302268.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -302951.375000 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -302951.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303197.781250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -303197.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -303360.937500 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -303360.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303506.812500 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -303506.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -303644.437500 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -303644.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303757.281250 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -303757.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303859.000000 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -303859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -303958.843750 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -303958.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -304067.375000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -304067.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -304200.062500 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -304200.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -304288.218750 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -304288.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -304354.937500 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -304354.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -304400.156250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -304400.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -304427.500000 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -304427.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -304447.125000 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -304447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -304466.375000 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -304466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -304483.156250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -304483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -304496.187500 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -304496.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -304505.718750 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -304505.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -304511.375000 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -304511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -304515.156250 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -304515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -304518.718750 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -304518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304518.937500 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -304518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304520.000000 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -304520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304520.000000 Penalty: 3919.450439
	Iteration 25F: 3 clusters Score -304520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Entering Unmasked Estep 
Score: -7785255.500000 Penalty: 2736.160156
	Iteration 0F: 2 clusters Score -7785256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7743774.000000 Penalty: 5472.320312
	Iteration 0F: 3 clusters Score -7743774 nChanged 28724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -7759854.500000 Penalty: 5472.320312
	Iteration 1F: 3 clusters Score -7759854 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -7760260.000000 Penalty: 5472.320312
	Iteration 2Q: 3 clusters Score -7760260 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7760639.000000 Penalty: 5472.320312
	Iteration 3Q: 3 clusters Score -7760639 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -7761079.000000 Penalty: 5472.320312
	Iteration 4Q: 3 clusters Score -7761079 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -7761588.000000 Penalty: 5472.320312
	Iteration 5Q: 3 clusters Score -7761588 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7762244.500000 Penalty: 5472.320312
	Iteration 6Q: 3 clusters Score -7762244 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7763318.000000 Penalty: 5472.320312
	Iteration 7Q: 3 clusters Score -7763318 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7764835.500000 Penalty: 5472.320312
	Iteration 8F: 3 clusters Score -7764836 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -7767469.500000 Penalty: 5472.320312
	Iteration 9F: 3 clusters Score -7767470 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -7770969.000000 Penalty: 5472.320312
	Iteration 10F: 3 clusters Score -7770969 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -7774955.500000 Penalty: 5472.320312
	Iteration 11F: 3 clusters Score -7774956 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -7778425.000000 Penalty: 5472.320312
	Iteration 12F: 3 clusters Score -7778425 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7780794.500000 Penalty: 5472.320312
	Iteration 13Q: 3 clusters Score -7780794 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7781961.000000 Penalty: 5472.320312
	Iteration 14Q: 3 clusters Score -7781961 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7782448.000000 Penalty: 5472.320312
	Iteration 15Q: 3 clusters Score -7782448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7782651.000000 Penalty: 5472.320312
	Iteration 16Q: 3 clusters Score -7782651 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7782749.000000 Penalty: 5472.320312
	Iteration 17Q: 3 clusters Score -7782749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7782803.500000 Penalty: 5472.320312
	Iteration 18Q: 3 clusters Score -7782804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7782821.000000 Penalty: 5472.320312
	Iteration 19Q: 3 clusters Score -7782821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7782847.500000 Penalty: 5472.320312
	Iteration 20F: 3 clusters Score -7782848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7782855.000000 Penalty: 5472.320312
	Iteration 21Q: 3 clusters Score -7782855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7782859.500000 Penalty: 5472.320312
	Iteration 22Q: 3 clusters Score -7782860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7782871.500000 Penalty: 5472.320312
	Iteration 23Q: 3 clusters Score -7782872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7782881.500000 Penalty: 5472.320312
	Iteration 24Q: 3 clusters Score -7782882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7782879.000000 Penalty: 5472.320312
	Iteration 25Q: 3 clusters Score -7782879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7782885.500000 Penalty: 5472.320312
	Iteration 26Q: 3 clusters Score -7782886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7782887.000000 Penalty: 5472.320312
	Iteration 27Q: 3 clusters Score -7782887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7782892.500000 Penalty: 5472.320312
	Iteration 28Q: 3 clusters Score -7782892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7782892.500000 Penalty: 5472.320312
	Iteration 29F: 3 clusters Score -7782892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -38352.433594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -38352.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37093.992188 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -37093.99 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37652.664062 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -37652.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38127.597656 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -38127.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38557.742188 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -38557.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38776.328125 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -38776.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38924.617188 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -38924.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39161.589844 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -39161.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39460.730469 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -39460.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39635.179688 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -39635.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39691.871094 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -39691.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39702.062500 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -39702.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39720.742188 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -39720.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39890.988281 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -39890.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40027.855469 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -40027.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40048.148438 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -40048.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40064.214844 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -40064.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40070.839844 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -40070.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40070.839844 Penalty: 3020.166260
	Iteration 17F: 3 clusters Score -40070.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 375168 members 
Mstep: Class 22 contains 61048 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 138 members 
Entering Unmasked Estep 
Score: -142007680.000000 Penalty: 173266.296875
Splitting cluster 18 changes total score from -142008000.000000 to -142007680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -331730.468750 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -331730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -328660.281250 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -328660.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -329281.281250 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -329281.3 nChanged 187
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: -329411.812500 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -329411.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -329491.250000 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -329491.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -329561.000000 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -329561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -329615.687500 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -329615.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329655.562500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -329655.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329677.843750 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -329677.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -329708.312500 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -329708.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -329735.187500 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -329735.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -329758.343750 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -329758.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329775.937500 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -329775.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -329790.312500 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -329790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -329805.843750 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -329805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -329819.937500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -329819.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -329827.906250 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -329827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -329833.531250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -329833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -329836.812500 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -329836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329838.562500 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -329838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -329839.656250 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -329839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -329839.687500 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -329839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -329839.562500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -329839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -329839.562500 Penalty: 3927.820312
	Iteration 22F: 3 clusters Score -329839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Entering Unmasked Estep 
Score: -19631730.000000 Penalty: 2969.643066
	Iteration 0F: 2 clusters Score -1.963173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -19525246.000000 Penalty: 5939.286133
	Iteration 0F: 3 clusters Score -1.952525e+07 nChanged 76045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -19569198.000000 Penalty: 5939.286133
	Iteration 1F: 3 clusters Score -1.95692e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -19570328.000000 Penalty: 5939.286133
	Iteration 2Q: 3 clusters Score -1.957033e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -19571796.000000 Penalty: 5939.286133
	Iteration 3Q: 3 clusters Score -1.95718e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -19574298.000000 Penalty: 5939.286133
	Iteration 4Q: 3 clusters Score -1.95743e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -19578722.000000 Penalty: 5939.286133
	Iteration 5F: 3 clusters Score -1.957872e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -19585712.000000 Penalty: 5939.286133
	Iteration 6F: 3 clusters Score -1.958571e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -19594814.000000 Penalty: 5939.286133
	Iteration 7F: 3 clusters Score -1.959481e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -19604594.000000 Penalty: 5939.286133
	Iteration 8F: 3 clusters Score -1.960459e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137986 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -19613066.000000 Penalty: 5939.286133
	Iteration 9F: 3 clusters Score -1.961307e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -19619402.000000 Penalty: 5939.286133
	Iteration 10Q: 3 clusters Score -1.96194e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150930 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -19623690.000000 Penalty: 5939.286133
	Iteration 11Q: 3 clusters Score -1.962369e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -19626306.000000 Penalty: 5939.286133
	Iteration 12Q: 3 clusters Score -1.962631e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19627692.000000 Penalty: 5939.286133
	Iteration 13Q: 3 clusters Score -1.962769e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19628480.000000 Penalty: 5939.286133
	Iteration 14Q: 3 clusters Score -1.962848e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19628876.000000 Penalty: 5939.286133
	Iteration 15Q: 3 clusters Score -1.962888e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19629066.000000 Penalty: 5939.286133
	Iteration 16Q: 3 clusters Score -1.962907e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19629182.000000 Penalty: 5939.286133
	Iteration 17Q: 3 clusters Score -1.962918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19629244.000000 Penalty: 5939.286133
	Iteration 18Q: 3 clusters Score -1.962924e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19629272.000000 Penalty: 5939.286133
	Iteration 19Q: 3 clusters Score -1.962927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19629292.000000 Penalty: 5939.286133
	Iteration 20F: 3 clusters Score -1.962929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -19629306.000000 Penalty: 5939.286133
	Iteration 21Q: 3 clusters Score -1.962931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19629324.000000 Penalty: 5939.286133
	Iteration 22Q: 3 clusters Score -1.962932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19629318.000000 Penalty: 5939.286133
	Iteration 23Q: 3 clusters Score -1.962932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19629322.000000 Penalty: 5939.286133
	Iteration 24Q: 3 clusters Score -1.962932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -19629332.000000 Penalty: 5939.286133
	Iteration 25Q: 3 clusters Score -1.962933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157969 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19629332.000000 Penalty: 5939.286133
	Iteration 26Q: 3 clusters Score -1.962933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157974 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19629326.000000 Penalty: 5939.286133
	Iteration 27Q: 3 clusters Score -1.962933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19629340.000000 Penalty: 5939.286133
	Iteration 28Q: 3 clusters Score -1.962934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19629350.000000 Penalty: 5939.286133
	Iteration 29Q: 3 clusters Score -1.962935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19629356.000000 Penalty: 5939.286133
	Iteration 30Q: 3 clusters Score -1.962936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -19629350.000000 Penalty: 5939.286133
	Iteration 31Q: 3 clusters Score -1.962935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19629348.000000 Penalty: 5939.286133
	Iteration 32Q: 3 clusters Score -1.962935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19629350.000000 Penalty: 5939.286133
	Iteration 33Q: 3 clusters Score -1.962935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19629370.000000 Penalty: 5939.286133
	Iteration 34Q: 3 clusters Score -1.962937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19629368.000000 Penalty: 5939.286133
	Iteration 35Q: 3 clusters Score -1.962937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19629358.000000 Penalty: 5939.286133
	Iteration 36Q: 3 clusters Score -1.962936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19629362.000000 Penalty: 5939.286133
	Iteration 37Q: 3 clusters Score -1.962936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19629354.000000 Penalty: 5939.286133
	Iteration 38Q: 3 clusters Score -1.962935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -19629350.000000 Penalty: 5939.286133
	Iteration 39Q: 3 clusters Score -1.962935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19629354.000000 Penalty: 5939.286133
	Iteration 40F: 3 clusters Score -1.962935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19629356.000000 Penalty: 5939.286133
	Iteration 41Q: 3 clusters Score -1.962936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19629368.000000 Penalty: 5939.286133
	Iteration 42Q: 3 clusters Score -1.962937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19629358.000000 Penalty: 5939.286133
	Iteration 43Q: 3 clusters Score -1.962936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19629358.000000 Penalty: 5939.286133
	Iteration 44F: 3 clusters Score -1.962936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (375168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375168 members 
Entering Unmasked Estep 
Score: -46998420.000000 Penalty: 3183.111816
	Iteration 0F: 2 clusters Score -4.699842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187748 members 
Mstep: Class 2 contains 187420 members 
Entering Unmasked Estep 
Score: -46781396.000000 Penalty: 6366.223633
	Iteration 0F: 3 clusters Score -4.67814e+07 nChanged 182043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 184875 members 
Entering Unmasked Estep 
Score: -46889080.000000 Penalty: 6366.223633
	Iteration 1F: 3 clusters Score -4.688908e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192072 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -46890652.000000 Penalty: 6366.223633
	Iteration 2Q: 3 clusters Score -4.689065e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -46892264.000000 Penalty: 6366.223633
	Iteration 3Q: 3 clusters Score -4.689226e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198960 members 
Mstep: Class 2 contains 176208 members 
Entering Unmasked Estep 
Score: -46894680.000000 Penalty: 6366.223633
	Iteration 4Q: 3 clusters Score -4.689468e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205352 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -46899116.000000 Penalty: 6366.223633
	Iteration 5Q: 3 clusters Score -4.689912e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214868 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -46905404.000000 Penalty: 6366.223633
	Iteration 6Q: 3 clusters Score -4.69054e+07 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228315 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -46915620.000000 Penalty: 6366.223633
	Iteration 7F: 3 clusters Score -4.691562e+07 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245014 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -46931304.000000 Penalty: 6366.223633
	Iteration 8F: 3 clusters Score -4.69313e+07 nChanged 24202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261604 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -46949100.000000 Penalty: 6366.223633
	Iteration 9F: 3 clusters Score -4.69491e+07 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273740 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -46962908.000000 Penalty: 6366.223633
	Iteration 10F: 3 clusters Score -4.696291e+07 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281073 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -46969468.000000 Penalty: 6366.223633
	Iteration 11Q: 3 clusters Score -4.696947e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285733 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -46971596.000000 Penalty: 6366.223633
	Iteration 12Q: 3 clusters Score -4.69716e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289289 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -46972380.000000 Penalty: 6366.223633
	Iteration 13Q: 3 clusters Score -4.697238e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292402 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -46972752.000000 Penalty: 6366.223633
	Iteration 14Q: 3 clusters Score -4.697275e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295260 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -46973100.000000 Penalty: 6366.223633
	Iteration 15Q: 3 clusters Score -4.69731e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297784 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -46973336.000000 Penalty: 6366.223633
	Iteration 16Q: 3 clusters Score -4.697334e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300059 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -46973568.000000 Penalty: 6366.223633
	Iteration 17Q: 3 clusters Score -4.697357e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302136 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -46973840.000000 Penalty: 6366.223633
	Iteration 18Q: 3 clusters Score -4.697384e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304131 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -46974248.000000 Penalty: 6366.223633
	Iteration 19Q: 3 clusters Score -4.697425e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305982 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -46974440.000000 Penalty: 6366.223633
	Iteration 20F: 3 clusters Score -4.697444e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307783 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -46974784.000000 Penalty: 6366.223633
	Iteration 21Q: 3 clusters Score -4.697478e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309562 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -46975020.000000 Penalty: 6366.223633
	Iteration 22Q: 3 clusters Score -4.697502e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311244 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -46975316.000000 Penalty: 6366.223633
	Iteration 23Q: 3 clusters Score -4.697532e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312845 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -46975736.000000 Penalty: 6366.223633
	Iteration 24Q: 3 clusters Score -4.697574e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314423 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -46976132.000000 Penalty: 6366.223633
	Iteration 25Q: 3 clusters Score -4.697613e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315947 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -46976508.000000 Penalty: 6366.223633
	Iteration 26Q: 3 clusters Score -4.697651e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317431 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -46976976.000000 Penalty: 6366.223633
	Iteration 27Q: 3 clusters Score -4.697698e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318916 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -46977368.000000 Penalty: 6366.223633
	Iteration 28Q: 3 clusters Score -4.697737e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320366 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -46977684.000000 Penalty: 6366.223633
	Iteration 29Q: 3 clusters Score -4.697768e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321761 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -46977736.000000 Penalty: 6366.223633
	Iteration 30Q: 3 clusters Score -4.697774e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323089 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -46978060.000000 Penalty: 6366.223633
	Iteration 31Q: 3 clusters Score -4.697806e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324503 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -46978556.000000 Penalty: 6366.223633
	Iteration 32Q: 3 clusters Score -4.697856e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325931 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -46978960.000000 Penalty: 6366.223633
	Iteration 33Q: 3 clusters Score -4.697896e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327380 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -46979596.000000 Penalty: 6366.223633
	Iteration 34Q: 3 clusters Score -4.69796e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328843 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -46980316.000000 Penalty: 6366.223633
	Iteration 35Q: 3 clusters Score -4.698032e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330327 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -46980928.000000 Penalty: 6366.223633
	Iteration 36Q: 3 clusters Score -4.698093e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331902 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -46981896.000000 Penalty: 6366.223633
	Iteration 37Q: 3 clusters Score -4.69819e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333544 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -46982852.000000 Penalty: 6366.223633
	Iteration 38Q: 3 clusters Score -4.698285e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335258 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -46984084.000000 Penalty: 6366.223633
	Iteration 39Q: 3 clusters Score -4.698408e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337030 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -46984972.000000 Penalty: 6366.223633
	Iteration 40F: 3 clusters Score -4.698497e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338798 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -46985988.000000 Penalty: 6366.223633
	Iteration 41Q: 3 clusters Score -4.698599e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340635 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -46986948.000000 Penalty: 6366.223633
	Iteration 42Q: 3 clusters Score -4.698695e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342482 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -46987888.000000 Penalty: 6366.223633
	Iteration 43Q: 3 clusters Score -4.698789e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344398 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -46988948.000000 Penalty: 6366.223633
	Iteration 44Q: 3 clusters Score -4.698895e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346311 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -46990240.000000 Penalty: 6366.223633
	Iteration 45Q: 3 clusters Score -4.699024e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348252 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -46991280.000000 Penalty: 6366.223633
	Iteration 46Q: 3 clusters Score -4.699128e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350154 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -46992248.000000 Penalty: 6366.223633
	Iteration 47Q: 3 clusters Score -4.699225e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351958 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -46993276.000000 Penalty: 6366.223633
	Iteration 48Q: 3 clusters Score -4.699328e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353764 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -46993948.000000 Penalty: 6366.223633
	Iteration 49Q: 3 clusters Score -4.699395e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355488 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -46994688.000000 Penalty: 6366.223633
	Iteration 50Q: 3 clusters Score -4.699469e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357060 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -46995320.000000 Penalty: 6366.223633
	Iteration 51Q: 3 clusters Score -4.699532e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358553 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -46995892.000000 Penalty: 6366.223633
	Iteration 52Q: 3 clusters Score -4.699589e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359941 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -46996340.000000 Penalty: 6366.223633
	Iteration 53Q: 3 clusters Score -4.699634e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361266 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -46996980.000000 Penalty: 6366.223633
	Iteration 54Q: 3 clusters Score -4.699698e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362486 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -46997640.000000 Penalty: 6366.223633
	Iteration 55Q: 3 clusters Score -4.699764e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363621 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -46998180.000000 Penalty: 6366.223633
	Iteration 56Q: 3 clusters Score -4.699818e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364629 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -46998500.000000 Penalty: 6366.223633
	Iteration 57Q: 3 clusters Score -4.69985e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365486 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -46998732.000000 Penalty: 6366.223633
	Iteration 58Q: 3 clusters Score -4.699873e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366223 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -46998940.000000 Penalty: 6366.223633
	Iteration 59Q: 3 clusters Score -4.699894e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366850 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -46999040.000000 Penalty: 6366.223633
	Iteration 60F: 3 clusters Score -4.699904e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367357 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -46999036.000000 Penalty: 6366.223633
	Iteration 61Q: 3 clusters Score -4.699904e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367809 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -46998988.000000 Penalty: 6366.223633
	Iteration 62Q: 3 clusters Score -4.699899e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368235 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -46999036.000000 Penalty: 6366.223633
	Iteration 63Q: 3 clusters Score -4.699904e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368609 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -46999080.000000 Penalty: 6366.223633
	Iteration 64Q: 3 clusters Score -4.699908e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368917 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -46999040.000000 Penalty: 6366.223633
	Iteration 65Q: 3 clusters Score -4.699904e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369195 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -46999100.000000 Penalty: 6366.223633
	Iteration 66Q: 3 clusters Score -4.69991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369456 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -46999064.000000 Penalty: 6366.223633
	Iteration 67Q: 3 clusters Score -4.699906e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369663 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -46999132.000000 Penalty: 6366.223633
	Iteration 68Q: 3 clusters Score -4.699913e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369853 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -46999044.000000 Penalty: 6366.223633
	Iteration 69Q: 3 clusters Score -4.699904e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370026 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -46999056.000000 Penalty: 6366.223633
	Iteration 70Q: 3 clusters Score -4.699906e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370167 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -46999112.000000 Penalty: 6366.223633
	Iteration 71Q: 3 clusters Score -4.699911e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370275 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -46999108.000000 Penalty: 6366.223633
	Iteration 72Q: 3 clusters Score -4.699911e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370366 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -46999144.000000 Penalty: 6366.223633
	Iteration 73Q: 3 clusters Score -4.699914e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370445 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -46999140.000000 Penalty: 6366.223633
	Iteration 74Q: 3 clusters Score -4.699914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370508 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -46999140.000000 Penalty: 6366.223633
	Iteration 75Q: 3 clusters Score -4.699914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370560 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -46999108.000000 Penalty: 6366.223633
	Iteration 76Q: 3 clusters Score -4.699911e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370606 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -46999072.000000 Penalty: 6366.223633
	Iteration 77Q: 3 clusters Score -4.699907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370657 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -46999064.000000 Penalty: 6366.223633
	Iteration 78Q: 3 clusters Score -4.699906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370705 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -46999048.000000 Penalty: 6366.223633
	Iteration 79Q: 3 clusters Score -4.699905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370752 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -46999024.000000 Penalty: 6366.223633
	Iteration 80F: 3 clusters Score -4.699902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370791 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -46999076.000000 Penalty: 6366.223633
	Iteration 81Q: 3 clusters Score -4.699908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370818 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -46999060.000000 Penalty: 6366.223633
	Iteration 82Q: 3 clusters Score -4.699906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370839 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -46999056.000000 Penalty: 6366.223633
	Iteration 83Q: 3 clusters Score -4.699906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370864 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -46999040.000000 Penalty: 6366.223633
	Iteration 84Q: 3 clusters Score -4.699904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370888 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -46999064.000000 Penalty: 6366.223633
	Iteration 85Q: 3 clusters Score -4.699906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370910 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -46999064.000000 Penalty: 6366.223633
	Iteration 86Q: 3 clusters Score -4.699906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370935 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -46999012.000000 Penalty: 6366.223633
	Iteration 87Q: 3 clusters Score -4.699901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370952 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -46999024.000000 Penalty: 6366.223633
	Iteration 88Q: 3 clusters Score -4.699902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370971 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -46999004.000000 Penalty: 6366.223633
	Iteration 89Q: 3 clusters Score -4.6999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370991 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -46999020.000000 Penalty: 6366.223633
	Iteration 90Q: 3 clusters Score -4.699902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371001 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -46999024.000000 Penalty: 6366.223633
	Iteration 91Q: 3 clusters Score -4.699902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371013 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -46999008.000000 Penalty: 6366.223633
	Iteration 92Q: 3 clusters Score -4.699901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371017 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -46999016.000000 Penalty: 6366.223633
	Iteration 93Q: 3 clusters Score -4.699902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371021 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -46999028.000000 Penalty: 6366.223633
	Iteration 94Q: 3 clusters Score -4.699903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371031 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -46998968.000000 Penalty: 6366.223633
	Iteration 95Q: 3 clusters Score -4.699897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371043 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -46998964.000000 Penalty: 6366.223633
	Iteration 96Q: 3 clusters Score -4.699896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371046 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -46998992.000000 Penalty: 6366.223633
	Iteration 97Q: 3 clusters Score -4.699899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371048 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -46998984.000000 Penalty: 6366.223633
	Iteration 98Q: 3 clusters Score -4.699898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371050 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -46998996.000000 Penalty: 6366.223633
	Iteration 99Q: 3 clusters Score -4.6999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371050 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -46998996.000000 Penalty: 6366.223633
	Iteration 100F: 3 clusters Score -4.6999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 371050 members 
Mstep: Class 22 contains 61048 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4118 members 
Entering Unmasked Estep 
Score: -142008368.000000 Penalty: 173266.296875
Splitting cluster 21 changes total score from -142008000.000000 to -142008368.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (61048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Entering Unmasked Estep 
Score: -7538939.500000 Penalty: 2732.815186
	Iteration 0F: 2 clusters Score -7538940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7497862.500000 Penalty: 5465.630371
	Iteration 0F: 3 clusters Score -7497862 nChanged 28377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -7513792.500000 Penalty: 5465.630371
	Iteration 1F: 3 clusters Score -7513792 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -7514267.500000 Penalty: 5465.630371
	Iteration 2Q: 3 clusters Score -7514268 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -7514799.500000 Penalty: 5465.630371
	Iteration 3Q: 3 clusters Score -7514800 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7515328.000000 Penalty: 5465.630371
	Iteration 4Q: 3 clusters Score -7515328 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -7515801.000000 Penalty: 5465.630371
	Iteration 5Q: 3 clusters Score -7515801 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -7516285.500000 Penalty: 5465.630371
	Iteration 6Q: 3 clusters Score -7516286 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7516824.000000 Penalty: 5465.630371
	Iteration 7Q: 3 clusters Score -7516824 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7517517.000000 Penalty: 5465.630371
	Iteration 8Q: 3 clusters Score -7517517 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -7518325.500000 Penalty: 5465.630371
	Iteration 9Q: 3 clusters Score -7518326 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -7519347.500000 Penalty: 5465.630371
	Iteration 10Q: 3 clusters Score -7519348 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7520666.500000 Penalty: 5465.630371
	Iteration 11Q: 3 clusters Score -7520666 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7522421.500000 Penalty: 5465.630371
	Iteration 12Q: 3 clusters Score -7522422 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -7524649.000000 Penalty: 5465.630371
	Iteration 13F: 3 clusters Score -7524649 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -7527287.000000 Penalty: 5465.630371
	Iteration 14F: 3 clusters Score -7527287 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -7529633.000000 Penalty: 5465.630371
	Iteration 15Q: 3 clusters Score -7529633 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -7531756.000000 Penalty: 5465.630371
	Iteration 16Q: 3 clusters Score -7531756 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7533324.500000 Penalty: 5465.630371
	Iteration 17Q: 3 clusters Score -7533324 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7534385.000000 Penalty: 5465.630371
	Iteration 18Q: 3 clusters Score -7534385 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -7535172.500000 Penalty: 5465.630371
	Iteration 19Q: 3 clusters Score -7535172 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7535725.000000 Penalty: 5465.630371
	Iteration 20F: 3 clusters Score -7535725 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -7536051.500000 Penalty: 5465.630371
	Iteration 21Q: 3 clusters Score -7536052 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -7536266.500000 Penalty: 5465.630371
	Iteration 22Q: 3 clusters Score -7536266 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -7536434.000000 Penalty: 5465.630371
	Iteration 23Q: 3 clusters Score -7536434 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7536515.000000 Penalty: 5465.630371
	Iteration 24Q: 3 clusters Score -7536515 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -7536588.500000 Penalty: 5465.630371
	Iteration 25Q: 3 clusters Score -7536588 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7536634.500000 Penalty: 5465.630371
	Iteration 26Q: 3 clusters Score -7536634 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -7536696.500000 Penalty: 5465.630371
	Iteration 27Q: 3 clusters Score -7536696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -7536745.000000 Penalty: 5465.630371
	Iteration 28Q: 3 clusters Score -7536745 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7536762.500000 Penalty: 5465.630371
	Iteration 29Q: 3 clusters Score -7536762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7536789.000000 Penalty: 5465.630371
	Iteration 30Q: 3 clusters Score -7536789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -7536806.000000 Penalty: 5465.630371
	Iteration 31Q: 3 clusters Score -7536806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7536818.000000 Penalty: 5465.630371
	Iteration 32Q: 3 clusters Score -7536818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7536807.500000 Penalty: 5465.630371
	Iteration 33Q: 3 clusters Score -7536808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7536817.500000 Penalty: 5465.630371
	Iteration 34Q: 3 clusters Score -7536818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -7536844.500000 Penalty: 5465.630371
	Iteration 35Q: 3 clusters Score -7536844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -7536843.500000 Penalty: 5465.630371
	Iteration 36Q: 3 clusters Score -7536844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -7536857.500000 Penalty: 5465.630371
	Iteration 37Q: 3 clusters Score -7536858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -7536849.000000 Penalty: 5465.630371
	Iteration 38Q: 3 clusters Score -7536849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -7536862.500000 Penalty: 5465.630371
	Iteration 39Q: 3 clusters Score -7536862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -7536858.000000 Penalty: 5465.630371
	Iteration 40F: 3 clusters Score -7536858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -7536853.500000 Penalty: 5465.630371
	Iteration 41Q: 3 clusters Score -7536854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7536863.000000 Penalty: 5465.630371
	Iteration 42Q: 3 clusters Score -7536863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7536876.500000 Penalty: 5465.630371
	Iteration 43Q: 3 clusters Score -7536876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -7536874.000000 Penalty: 5465.630371
	Iteration 44Q: 3 clusters Score -7536874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7536872.000000 Penalty: 5465.630371
	Iteration 45Q: 3 clusters Score -7536872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7536871.000000 Penalty: 5465.630371
	Iteration 46Q: 3 clusters Score -7536871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7536888.500000 Penalty: 5465.630371
	Iteration 47Q: 3 clusters Score -7536888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7536894.500000 Penalty: 5465.630371
	Iteration 48Q: 3 clusters Score -7536894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -7536898.500000 Penalty: 5465.630371
	Iteration 49Q: 3 clusters Score -7536898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -7536892.500000 Penalty: 5465.630371
	Iteration 50Q: 3 clusters Score -7536892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -7536891.000000 Penalty: 5465.630371
	Iteration 51Q: 3 clusters Score -7536891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -7536895.500000 Penalty: 5465.630371
	Iteration 52Q: 3 clusters Score -7536896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7536905.000000 Penalty: 5465.630371
	Iteration 53Q: 3 clusters Score -7536905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -7536893.500000 Penalty: 5465.630371
	Iteration 54Q: 3 clusters Score -7536894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -7536895.000000 Penalty: 5465.630371
	Iteration 55Q: 3 clusters Score -7536895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7536899.500000 Penalty: 5465.630371
	Iteration 56Q: 3 clusters Score -7536900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -7536892.500000 Penalty: 5465.630371
	Iteration 57Q: 3 clusters Score -7536892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -7536892.500000 Penalty: 5465.630371
	Iteration 58Q: 3 clusters Score -7536892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -7536897.000000 Penalty: 5465.630371
	Iteration 59Q: 3 clusters Score -7536897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7536893.500000 Penalty: 5465.630371
	Iteration 60F: 3 clusters Score -7536894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -7536895.500000 Penalty: 5465.630371
	Iteration 61Q: 3 clusters Score -7536896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7536893.500000 Penalty: 5465.630371
	Iteration 62Q: 3 clusters Score -7536894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -7536897.500000 Penalty: 5465.630371
	Iteration 63Q: 3 clusters Score -7536898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7536891.000000 Penalty: 5465.630371
	Iteration 64Q: 3 clusters Score -7536891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7536885.000000 Penalty: 5465.630371
	Iteration 65Q: 3 clusters Score -7536885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7536900.500000 Penalty: 5465.630371
	Iteration 66Q: 3 clusters Score -7536900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7536905.500000 Penalty: 5465.630371
	Iteration 67Q: 3 clusters Score -7536906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -7536907.000000 Penalty: 5465.630371
	Iteration 68Q: 3 clusters Score -7536907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -7536915.500000 Penalty: 5465.630371
	Iteration 69Q: 3 clusters Score -7536916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7536915.000000 Penalty: 5465.630371
	Iteration 70Q: 3 clusters Score -7536915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -7536907.500000 Penalty: 5465.630371
	Iteration 71Q: 3 clusters Score -7536908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7536911.000000 Penalty: 5465.630371
	Iteration 72Q: 3 clusters Score -7536911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7536903.000000 Penalty: 5465.630371
	Iteration 73Q: 3 clusters Score -7536903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -7536904.000000 Penalty: 5465.630371
	Iteration 74Q: 3 clusters Score -7536904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -7536901.500000 Penalty: 5465.630371
	Iteration 75Q: 3 clusters Score -7536902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -7536912.500000 Penalty: 5465.630371
	Iteration 76Q: 3 clusters Score -7536912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7536916.500000 Penalty: 5465.630371
	Iteration 77Q: 3 clusters Score -7536916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7536920.000000 Penalty: 5465.630371
	Iteration 78Q: 3 clusters Score -7536920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -7536915.500000 Penalty: 5465.630371
	Iteration 79Q: 3 clusters Score -7536916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -7536913.500000 Penalty: 5465.630371
	Iteration 80F: 3 clusters Score -7536914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7536913.500000 Penalty: 5465.630371
	Iteration 81Q: 3 clusters Score -7536914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -7536907.500000 Penalty: 5465.630371
	Iteration 82Q: 3 clusters Score -7536908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7536911.000000 Penalty: 5465.630371
	Iteration 83Q: 3 clusters Score -7536911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -7536916.500000 Penalty: 5465.630371
	Iteration 84Q: 3 clusters Score -7536916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -7536912.000000 Penalty: 5465.630371
	Iteration 85Q: 3 clusters Score -7536912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -7536918.500000 Penalty: 5465.630371
	Iteration 86Q: 3 clusters Score -7536918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -7536918.500000 Penalty: 5465.630371
	Iteration 87F: 3 clusters Score -7536918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -1546220.000000 Penalty: 2332.399658
	Iteration 0F: 2 clusters Score -1546220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1537206.750000 Penalty: 4664.799316
	Iteration 0F: 3 clusters Score -1537207 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1540211.875000 Penalty: 4664.799316
	Iteration 1F: 3 clusters Score -1540212 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1541086.625000 Penalty: 4664.799316
	Iteration 2F: 3 clusters Score -1541087 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1542065.625000 Penalty: 4664.799316
	Iteration 3F: 3 clusters Score -1542066 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1542934.000000 Penalty: 4664.799316
	Iteration 4F: 3 clusters Score -1542934 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1543690.750000 Penalty: 4664.799316
	Iteration 5F: 3 clusters Score -1543691 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1544288.500000 Penalty: 4664.799316
	Iteration 6F: 3 clusters Score -1544288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1544666.625000 Penalty: 4664.799316
	Iteration 7Q: 3 clusters Score -1544667 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1544935.625000 Penalty: 4664.799316
	Iteration 8Q: 3 clusters Score -1544936 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1545130.250000 Penalty: 4664.799316
	Iteration 9Q: 3 clusters Score -1545130 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1545274.500000 Penalty: 4664.799316
	Iteration 10Q: 3 clusters Score -1545274 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1545383.750000 Penalty: 4664.799316
	Iteration 11Q: 3 clusters Score -1545384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1545460.375000 Penalty: 4664.799316
	Iteration 12Q: 3 clusters Score -1545460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1545529.375000 Penalty: 4664.799316
	Iteration 13Q: 3 clusters Score -1545529 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1545580.125000 Penalty: 4664.799316
	Iteration 14Q: 3 clusters Score -1545580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1545605.250000 Penalty: 4664.799316
	Iteration 15Q: 3 clusters Score -1545605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1545630.750000 Penalty: 4664.799316
	Iteration 16Q: 3 clusters Score -1545631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1545642.250000 Penalty: 4664.799316
	Iteration 17Q: 3 clusters Score -1545642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1545649.750000 Penalty: 4664.799316
	Iteration 18Q: 3 clusters Score -1545650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1545655.625000 Penalty: 4664.799316
	Iteration 19Q: 3 clusters Score -1545656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1545668.000000 Penalty: 4664.799316
	Iteration 20F: 3 clusters Score -1545668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1545677.000000 Penalty: 4664.799316
	Iteration 21Q: 3 clusters Score -1545677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1545678.125000 Penalty: 4664.799316
	Iteration 22Q: 3 clusters Score -1545678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1545683.375000 Penalty: 4664.799316
	Iteration 23Q: 3 clusters Score -1545683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1545686.625000 Penalty: 4664.799316
	Iteration 24Q: 3 clusters Score -1545687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1545691.125000 Penalty: 4664.799316
	Iteration 25Q: 3 clusters Score -1545691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1545698.125000 Penalty: 4664.799316
	Iteration 26Q: 3 clusters Score -1545698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1545702.125000 Penalty: 4664.799316
	Iteration 27Q: 3 clusters Score -1545702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1545702.750000 Penalty: 4664.799316
	Iteration 28Q: 3 clusters Score -1545703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1545709.625000 Penalty: 4664.799316
	Iteration 29Q: 3 clusters Score -1545710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1545709.000000 Penalty: 4664.799316
	Iteration 30Q: 3 clusters Score -1545709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1545708.875000 Penalty: 4664.799316
	Iteration 31Q: 3 clusters Score -1545709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1545710.625000 Penalty: 4664.799316
	Iteration 32Q: 3 clusters Score -1545711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1545710.875000 Penalty: 4664.799316
	Iteration 33Q: 3 clusters Score -1545711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1545711.125000 Penalty: 4664.799316
	Iteration 34Q: 3 clusters Score -1545711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1545713.375000 Penalty: 4664.799316
	Iteration 35Q: 3 clusters Score -1545713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1545715.250000 Penalty: 4664.799316
	Iteration 36Q: 3 clusters Score -1545715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1545715.625000 Penalty: 4664.799316
	Iteration 37Q: 3 clusters Score -1545716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1545717.125000 Penalty: 4664.799316
	Iteration 38Q: 3 clusters Score -1545717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1545718.250000 Penalty: 4664.799316
	Iteration 39Q: 3 clusters Score -1545718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1545719.625000 Penalty: 4664.799316
	Iteration 40F: 3 clusters Score -1545720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1545722.375000 Penalty: 4664.799316
	Iteration 41Q: 3 clusters Score -1545722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1545722.500000 Penalty: 4664.799316
	Iteration 42Q: 3 clusters Score -1545722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1545723.750000 Penalty: 4664.799316
	Iteration 43Q: 3 clusters Score -1545724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1545721.750000 Penalty: 4664.799316
	Iteration 44Q: 3 clusters Score -1545722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1545722.625000 Penalty: 4664.799316
	Iteration 45Q: 3 clusters Score -1545723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1545722.625000 Penalty: 4664.799316
	Iteration 46Q: 3 clusters Score -1545723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1545721.375000 Penalty: 4664.799316
	Iteration 47Q: 3 clusters Score -1545721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1545721.250000 Penalty: 4664.799316
	Iteration 48Q: 3 clusters Score -1545721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1545721.250000 Penalty: 4664.799316
	Iteration 49F: 3 clusters Score -1545721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29371.105469 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29371.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28074.193359 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -28074.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28201.146484 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28201.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28236.130859 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28236.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28248.437500 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28248.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28250.644531 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28250.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28250.644531 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -28250.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -1989927.625000 Penalty: 2416.240967
	Iteration 0F: 2 clusters Score -1989928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1977724.125000 Penalty: 4832.481934
	Iteration 0F: 3 clusters Score -1977724 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1981719.250000 Penalty: 4832.481934
	Iteration 1F: 3 clusters Score -1981719 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1982293.000000 Penalty: 4832.481934
	Iteration 2F: 3 clusters Score -1982293 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1982868.375000 Penalty: 4832.481934
	Iteration 3F: 3 clusters Score -1982868 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1983449.750000 Penalty: 4832.481934
	Iteration 4F: 3 clusters Score -1983450 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1984052.375000 Penalty: 4832.481934
	Iteration 5F: 3 clusters Score -1984052 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1984656.750000 Penalty: 4832.481934
	Iteration 6F: 3 clusters Score -1984657 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1985224.875000 Penalty: 4832.481934
	Iteration 7F: 3 clusters Score -1985225 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1985701.875000 Penalty: 4832.481934
	Iteration 8Q: 3 clusters Score -1985702 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1986062.000000 Penalty: 4832.481934
	Iteration 9Q: 3 clusters Score -1986062 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1986330.500000 Penalty: 4832.481934
	Iteration 10Q: 3 clusters Score -1986330 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1986519.750000 Penalty: 4832.481934
	Iteration 11Q: 3 clusters Score -1986520 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1986626.125000 Penalty: 4832.481934
	Iteration 12Q: 3 clusters Score -1986626 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1986699.875000 Penalty: 4832.481934
	Iteration 13Q: 3 clusters Score -1986700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1986769.250000 Penalty: 4832.481934
	Iteration 14Q: 3 clusters Score -1986769 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1986805.375000 Penalty: 4832.481934
	Iteration 15Q: 3 clusters Score -1986805 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1986845.750000 Penalty: 4832.481934
	Iteration 16Q: 3 clusters Score -1986846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1986866.250000 Penalty: 4832.481934
	Iteration 17Q: 3 clusters Score -1986866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1986908.875000 Penalty: 4832.481934
	Iteration 18Q: 3 clusters Score -1986909 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1986934.250000 Penalty: 4832.481934
	Iteration 19Q: 3 clusters Score -1986934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1986969.125000 Penalty: 4832.481934
	Iteration 20F: 3 clusters Score -1986969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1986991.375000 Penalty: 4832.481934
	Iteration 21Q: 3 clusters Score -1986991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1987003.625000 Penalty: 4832.481934
	Iteration 22Q: 3 clusters Score -1987004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1987034.875000 Penalty: 4832.481934
	Iteration 23Q: 3 clusters Score -1987035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1987053.250000 Penalty: 4832.481934
	Iteration 24Q: 3 clusters Score -1987053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1987075.500000 Penalty: 4832.481934
	Iteration 25Q: 3 clusters Score -1987076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1987108.750000 Penalty: 4832.481934
	Iteration 26Q: 3 clusters Score -1987109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1987129.875000 Penalty: 4832.481934
	Iteration 27Q: 3 clusters Score -1987130 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1987161.875000 Penalty: 4832.481934
	Iteration 28Q: 3 clusters Score -1987162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1987198.375000 Penalty: 4832.481934
	Iteration 29Q: 3 clusters Score -1987198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1987225.750000 Penalty: 4832.481934
	Iteration 30Q: 3 clusters Score -1987226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1987259.000000 Penalty: 4832.481934
	Iteration 31Q: 3 clusters Score -1987259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1987287.000000 Penalty: 4832.481934
	Iteration 32Q: 3 clusters Score -1987287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1987318.000000 Penalty: 4832.481934
	Iteration 33Q: 3 clusters Score -1987318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1987359.000000 Penalty: 4832.481934
	Iteration 34Q: 3 clusters Score -1987359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1987402.375000 Penalty: 4832.481934
	Iteration 35Q: 3 clusters Score -1987402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1987460.000000 Penalty: 4832.481934
	Iteration 36Q: 3 clusters Score -1987460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1987503.500000 Penalty: 4832.481934
	Iteration 37Q: 3 clusters Score -1987504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1987556.750000 Penalty: 4832.481934
	Iteration 38Q: 3 clusters Score -1987557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1987607.750000 Penalty: 4832.481934
	Iteration 39Q: 3 clusters Score -1987608 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1987657.875000 Penalty: 4832.481934
	Iteration 40F: 3 clusters Score -1987658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1987725.500000 Penalty: 4832.481934
	Iteration 41Q: 3 clusters Score -1987726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1987784.125000 Penalty: 4832.481934
	Iteration 42Q: 3 clusters Score -1987784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1987851.875000 Penalty: 4832.481934
	Iteration 43Q: 3 clusters Score -1987852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1987903.000000 Penalty: 4832.481934
	Iteration 44Q: 3 clusters Score -1987903 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1987952.875000 Penalty: 4832.481934
	Iteration 45Q: 3 clusters Score -1987953 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1987994.000000 Penalty: 4832.481934
	Iteration 46Q: 3 clusters Score -1987994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1988044.625000 Penalty: 4832.481934
	Iteration 47Q: 3 clusters Score -1988045 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1988079.000000 Penalty: 4832.481934
	Iteration 48Q: 3 clusters Score -1988079 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1988120.125000 Penalty: 4832.481934
	Iteration 49Q: 3 clusters Score -1988120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1988157.500000 Penalty: 4832.481934
	Iteration 50Q: 3 clusters Score -1988158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1988182.625000 Penalty: 4832.481934
	Iteration 51Q: 3 clusters Score -1988183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1988197.875000 Penalty: 4832.481934
	Iteration 52Q: 3 clusters Score -1988198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1988218.750000 Penalty: 4832.481934
	Iteration 53Q: 3 clusters Score -1988219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1988234.625000 Penalty: 4832.481934
	Iteration 54Q: 3 clusters Score -1988235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1988250.125000 Penalty: 4832.481934
	Iteration 55Q: 3 clusters Score -1988250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1988270.125000 Penalty: 4832.481934
	Iteration 56Q: 3 clusters Score -1988270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1988285.375000 Penalty: 4832.481934
	Iteration 57Q: 3 clusters Score -1988285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1988299.000000 Penalty: 4832.481934
	Iteration 58Q: 3 clusters Score -1988299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1988311.125000 Penalty: 4832.481934
	Iteration 59Q: 3 clusters Score -1988311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1988330.375000 Penalty: 4832.481934
	Iteration 60F: 3 clusters Score -1988330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1988336.500000 Penalty: 4832.481934
	Iteration 61Q: 3 clusters Score -1988336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1988343.375000 Penalty: 4832.481934
	Iteration 62Q: 3 clusters Score -1988343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1988353.625000 Penalty: 4832.481934
	Iteration 63Q: 3 clusters Score -1988354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1988354.875000 Penalty: 4832.481934
	Iteration 64Q: 3 clusters Score -1988355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1988359.625000 Penalty: 4832.481934
	Iteration 65Q: 3 clusters Score -1988360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1988370.625000 Penalty: 4832.481934
	Iteration 66Q: 3 clusters Score -1988371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1988375.125000 Penalty: 4832.481934
	Iteration 67Q: 3 clusters Score -1988375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1988388.500000 Penalty: 4832.481934
	Iteration 68Q: 3 clusters Score -1988388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1988387.125000 Penalty: 4832.481934
	Iteration 69Q: 3 clusters Score -1988387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1988387.875000 Penalty: 4832.481934
	Iteration 70Q: 3 clusters Score -1988388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1988391.625000 Penalty: 4832.481934
	Iteration 71Q: 3 clusters Score -1988392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1988392.250000 Penalty: 4832.481934
	Iteration 72Q: 3 clusters Score -1988392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1988392.125000 Penalty: 4832.481934
	Iteration 73Q: 3 clusters Score -1988392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1988390.375000 Penalty: 4832.481934
	Iteration 74Q: 3 clusters Score -1988390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1988390.000000 Penalty: 4832.481934
	Iteration 75Q: 3 clusters Score -1988390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1988392.625000 Penalty: 4832.481934
	Iteration 76Q: 3 clusters Score -1988393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1988393.250000 Penalty: 4832.481934
	Iteration 77Q: 3 clusters Score -1988393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1988395.375000 Penalty: 4832.481934
	Iteration 78Q: 3 clusters Score -1988395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1988396.500000 Penalty: 4832.481934
	Iteration 79Q: 3 clusters Score -1988396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1988396.500000 Penalty: 4832.481934
	Iteration 80F: 3 clusters Score -1988396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Entering Unmasked Estep 
Score: -1482824.875000 Penalty: 2333.581055
	Iteration 0F: 2 clusters Score -1482825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1473817.750000 Penalty: 4667.162109
	Iteration 0F: 3 clusters Score -1473818 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1477296.500000 Penalty: 4667.162109
	Iteration 1F: 3 clusters Score -1477296 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1478612.500000 Penalty: 4667.162109
	Iteration 2F: 3 clusters Score -1478612 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1479563.375000 Penalty: 4667.162109
	Iteration 3F: 3 clusters Score -1479563 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1480087.125000 Penalty: 4667.162109
	Iteration 4F: 3 clusters Score -1480087 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1480412.750000 Penalty: 4667.162109
	Iteration 5F: 3 clusters Score -1480413 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1480622.750000 Penalty: 4667.162109
	Iteration 6Q: 3 clusters Score -1480623 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1480784.500000 Penalty: 4667.162109
	Iteration 7Q: 3 clusters Score -1480784 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1480930.875000 Penalty: 4667.162109
	Iteration 8Q: 3 clusters Score -1480931 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1481098.750000 Penalty: 4667.162109
	Iteration 9Q: 3 clusters Score -1481099 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1481260.125000 Penalty: 4667.162109
	Iteration 10Q: 3 clusters Score -1481260 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1481389.125000 Penalty: 4667.162109
	Iteration 11Q: 3 clusters Score -1481389 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1481496.375000 Penalty: 4667.162109
	Iteration 12Q: 3 clusters Score -1481496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1481594.750000 Penalty: 4667.162109
	Iteration 13Q: 3 clusters Score -1481595 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1481677.875000 Penalty: 4667.162109
	Iteration 14Q: 3 clusters Score -1481678 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1481739.000000 Penalty: 4667.162109
	Iteration 15Q: 3 clusters Score -1481739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1481792.500000 Penalty: 4667.162109
	Iteration 16Q: 3 clusters Score -1481792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1481833.375000 Penalty: 4667.162109
	Iteration 17Q: 3 clusters Score -1481833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1481863.750000 Penalty: 4667.162109
	Iteration 18Q: 3 clusters Score -1481864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1481896.375000 Penalty: 4667.162109
	Iteration 19Q: 3 clusters Score -1481896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1481929.000000 Penalty: 4667.162109
	Iteration 20F: 3 clusters Score -1481929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1481963.500000 Penalty: 4667.162109
	Iteration 21Q: 3 clusters Score -1481964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1482000.375000 Penalty: 4667.162109
	Iteration 22Q: 3 clusters Score -1482000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1482057.000000 Penalty: 4667.162109
	Iteration 23Q: 3 clusters Score -1482057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1482126.250000 Penalty: 4667.162109
	Iteration 24Q: 3 clusters Score -1482126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1482190.125000 Penalty: 4667.162109
	Iteration 25Q: 3 clusters Score -1482190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1482238.875000 Penalty: 4667.162109
	Iteration 26Q: 3 clusters Score -1482239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1482286.250000 Penalty: 4667.162109
	Iteration 27Q: 3 clusters Score -1482286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1482330.375000 Penalty: 4667.162109
	Iteration 28Q: 3 clusters Score -1482330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1482376.000000 Penalty: 4667.162109
	Iteration 29Q: 3 clusters Score -1482376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1482450.625000 Penalty: 4667.162109
	Iteration 30Q: 3 clusters Score -1482451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1482529.375000 Penalty: 4667.162109
	Iteration 31Q: 3 clusters Score -1482529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1482570.625000 Penalty: 4667.162109
	Iteration 32Q: 3 clusters Score -1482571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1482593.625000 Penalty: 4667.162109
	Iteration 33Q: 3 clusters Score -1482594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1482609.250000 Penalty: 4667.162109
	Iteration 34Q: 3 clusters Score -1482609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1482628.750000 Penalty: 4667.162109
	Iteration 35Q: 3 clusters Score -1482629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1482632.375000 Penalty: 4667.162109
	Iteration 36Q: 3 clusters Score -1482632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1482631.500000 Penalty: 4667.162109
	Iteration 37Q: 3 clusters Score -1482632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1482638.000000 Penalty: 4667.162109
	Iteration 38Q: 3 clusters Score -1482638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1482643.125000 Penalty: 4667.162109
	Iteration 39Q: 3 clusters Score -1482643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1482646.125000 Penalty: 4667.162109
	Iteration 40F: 3 clusters Score -1482646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1482649.250000 Penalty: 4667.162109
	Iteration 41Q: 3 clusters Score -1482649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1482652.500000 Penalty: 4667.162109
	Iteration 42Q: 3 clusters Score -1482652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1482653.500000 Penalty: 4667.162109
	Iteration 43Q: 3 clusters Score -1482654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1482655.125000 Penalty: 4667.162109
	Iteration 44Q: 3 clusters Score -1482655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1482656.000000 Penalty: 4667.162109
	Iteration 45Q: 3 clusters Score -1482656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1482655.625000 Penalty: 4667.162109
	Iteration 46Q: 3 clusters Score -1482656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1482657.250000 Penalty: 4667.162109
	Iteration 47Q: 3 clusters Score -1482657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1482655.625000 Penalty: 4667.162109
	Iteration 48Q: 3 clusters Score -1482656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1482657.250000 Penalty: 4667.162109
	Iteration 49Q: 3 clusters Score -1482657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1482657.250000 Penalty: 4667.162109
	Iteration 50F: 3 clusters Score -1482657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -299992.250000 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -299992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -297079.375000 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -297079.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297630.593750 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -297630.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297767.000000 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -297767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -297852.656250 Penalty: 3878.340332
	Iteration 3Q: 3 clusters Score -297852.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297926.812500 Penalty: 3878.340332
	Iteration 4Q: 3 clusters Score -297926.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297981.187500 Penalty: 3878.340332
	Iteration 5Q: 3 clusters Score -297981.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -298017.125000 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -298017.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -298041.843750 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -298041.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -298061.500000 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -298061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -298077.718750 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -298077.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -298097.406250 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -298097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -298113.250000 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -298113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298126.781250 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -298126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -298135.843750 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -298135.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298144.406250 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -298144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298146.218750 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -298146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298148.062500 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -298148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298151.062500 Penalty: 3878.340332
	Iteration 17Q: 3 clusters Score -298151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298151.906250 Penalty: 3878.340332
	Iteration 18Q: 3 clusters Score -298151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298152.968750 Penalty: 3878.340332
	Iteration 19Q: 3 clusters Score -298153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298154.468750 Penalty: 3878.340332
	Iteration 20F: 3 clusters Score -298154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298155.500000 Penalty: 3878.340332
	Iteration 21Q: 3 clusters Score -298155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298156.625000 Penalty: 3878.340332
	Iteration 22Q: 3 clusters Score -298156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298156.625000 Penalty: 3878.340332
	Iteration 23F: 3 clusters Score -298156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -762184.375000 Penalty: 2165.331299
	Iteration 0F: 2 clusters Score -762184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -756914.750000 Penalty: 4330.662598
	Iteration 0F: 3 clusters Score -756914.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -758268.812500 Penalty: 4330.662598
	Iteration 1F: 3 clusters Score -758268.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -758550.500000 Penalty: 4330.662598
	Iteration 2F: 3 clusters Score -758550.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -758742.312500 Penalty: 4330.662598
	Iteration 3F: 3 clusters Score -758742.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -758924.312500 Penalty: 4330.662598
	Iteration 4Q: 3 clusters Score -758924.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -759082.062500 Penalty: 4330.662598
	Iteration 5Q: 3 clusters Score -759082.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -759205.750000 Penalty: 4330.662598
	Iteration 6Q: 3 clusters Score -759205.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -759300.437500 Penalty: 4330.662598
	Iteration 7Q: 3 clusters Score -759300.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -759372.812500 Penalty: 4330.662598
	Iteration 8Q: 3 clusters Score -759372.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -759430.187500 Penalty: 4330.662598
	Iteration 9Q: 3 clusters Score -759430.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -759486.875000 Penalty: 4330.662598
	Iteration 10Q: 3 clusters Score -759486.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -759535.500000 Penalty: 4330.662598
	Iteration 11Q: 3 clusters Score -759535.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -759576.250000 Penalty: 4330.662598
	Iteration 12Q: 3 clusters Score -759576.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -759611.250000 Penalty: 4330.662598
	Iteration 13Q: 3 clusters Score -759611.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -759637.562500 Penalty: 4330.662598
	Iteration 14Q: 3 clusters Score -759637.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -759660.375000 Penalty: 4330.662598
	Iteration 15Q: 3 clusters Score -759660.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -759682.125000 Penalty: 4330.662598
	Iteration 16Q: 3 clusters Score -759682.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -759705.750000 Penalty: 4330.662598
	Iteration 17Q: 3 clusters Score -759705.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -759725.125000 Penalty: 4330.662598
	Iteration 18Q: 3 clusters Score -759725.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -759734.312500 Penalty: 4330.662598
	Iteration 19Q: 3 clusters Score -759734.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -759744.375000 Penalty: 4330.662598
	Iteration 20F: 3 clusters Score -759744.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -759747.750000 Penalty: 4330.662598
	Iteration 21Q: 3 clusters Score -759747.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -759754.875000 Penalty: 4330.662598
	Iteration 22Q: 3 clusters Score -759754.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -759762.187500 Penalty: 4330.662598
	Iteration 23Q: 3 clusters Score -759762.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -759769.750000 Penalty: 4330.662598
	Iteration 24Q: 3 clusters Score -759769.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -759774.437500 Penalty: 4330.662598
	Iteration 25Q: 3 clusters Score -759774.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -759780.250000 Penalty: 4330.662598
	Iteration 26Q: 3 clusters Score -759780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -759784.062500 Penalty: 4330.662598
	Iteration 27Q: 3 clusters Score -759784.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -759789.000000 Penalty: 4330.662598
	Iteration 28Q: 3 clusters Score -759789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -759793.250000 Penalty: 4330.662598
	Iteration 29Q: 3 clusters Score -759793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -759797.250000 Penalty: 4330.662598
	Iteration 30Q: 3 clusters Score -759797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -759800.125000 Penalty: 4330.662598
	Iteration 31Q: 3 clusters Score -759800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -759806.437500 Penalty: 4330.662598
	Iteration 32Q: 3 clusters Score -759806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -759806.250000 Penalty: 4330.662598
	Iteration 33Q: 3 clusters Score -759806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -759808.437500 Penalty: 4330.662598
	Iteration 34Q: 3 clusters Score -759808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -759809.375000 Penalty: 4330.662598
	Iteration 35Q: 3 clusters Score -759809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -759809.812500 Penalty: 4330.662598
	Iteration 36Q: 3 clusters Score -759809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -759811.062500 Penalty: 4330.662598
	Iteration 37Q: 3 clusters Score -759811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -759811.062500 Penalty: 4330.662598
	Iteration 38F: 3 clusters Score -759811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Entering Unmasked Estep 
Score: -3730953.000000 Penalty: 2551.652344
	Iteration 0F: 2 clusters Score -3730953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3710867.500000 Penalty: 5103.304688
	Iteration 0F: 3 clusters Score -3710868 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3717927.000000 Penalty: 5103.304688
	Iteration 1F: 3 clusters Score -3717927 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3718289.750000 Penalty: 5103.304688
	Iteration 2Q: 3 clusters Score -3718290 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3718615.000000 Penalty: 5103.304688
	Iteration 3Q: 3 clusters Score -3718615 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3718883.750000 Penalty: 5103.304688
	Iteration 4Q: 3 clusters Score -3718884 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3719173.750000 Penalty: 5103.304688
	Iteration 5Q: 3 clusters Score -3719174 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3719429.250000 Penalty: 5103.304688
	Iteration 6Q: 3 clusters Score -3719429 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3719721.000000 Penalty: 5103.304688
	Iteration 7Q: 3 clusters Score -3719721 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3720027.750000 Penalty: 5103.304688
	Iteration 8Q: 3 clusters Score -3720028 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3720437.250000 Penalty: 5103.304688
	Iteration 9Q: 3 clusters Score -3720437 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3720941.500000 Penalty: 5103.304688
	Iteration 10Q: 3 clusters Score -3720942 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3721618.750000 Penalty: 5103.304688
	Iteration 11Q: 3 clusters Score -3721619 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3722499.500000 Penalty: 5103.304688
	Iteration 12Q: 3 clusters Score -3722500 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3723613.500000 Penalty: 5103.304688
	Iteration 13F: 3 clusters Score -3723614 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3724886.500000 Penalty: 5103.304688
	Iteration 14F: 3 clusters Score -3724886 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3725988.000000 Penalty: 5103.304688
	Iteration 15Q: 3 clusters Score -3725988 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3726627.500000 Penalty: 5103.304688
	Iteration 16Q: 3 clusters Score -3726628 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3726910.750000 Penalty: 5103.304688
	Iteration 17Q: 3 clusters Score -3726911 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3727085.500000 Penalty: 5103.304688
	Iteration 18Q: 3 clusters Score -3727086 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3727221.250000 Penalty: 5103.304688
	Iteration 19Q: 3 clusters Score -3727221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3727345.750000 Penalty: 5103.304688
	Iteration 20F: 3 clusters Score -3727346 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3727449.750000 Penalty: 5103.304688
	Iteration 21Q: 3 clusters Score -3727450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3727555.500000 Penalty: 5103.304688
	Iteration 22Q: 3 clusters Score -3727556 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3727625.750000 Penalty: 5103.304688
	Iteration 23Q: 3 clusters Score -3727626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3727682.500000 Penalty: 5103.304688
	Iteration 24Q: 3 clusters Score -3727682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3727756.000000 Penalty: 5103.304688
	Iteration 25Q: 3 clusters Score -3727756 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3727816.000000 Penalty: 5103.304688
	Iteration 26Q: 3 clusters Score -3727816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3727869.250000 Penalty: 5103.304688
	Iteration 27Q: 3 clusters Score -3727869 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3727930.750000 Penalty: 5103.304688
	Iteration 28Q: 3 clusters Score -3727931 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3727980.750000 Penalty: 5103.304688
	Iteration 29Q: 3 clusters Score -3727981 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3728031.750000 Penalty: 5103.304688
	Iteration 30Q: 3 clusters Score -3728032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3728067.750000 Penalty: 5103.304688
	Iteration 31Q: 3 clusters Score -3728068 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3728096.000000 Penalty: 5103.304688
	Iteration 32Q: 3 clusters Score -3728096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3728125.750000 Penalty: 5103.304688
	Iteration 33Q: 3 clusters Score -3728126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3728152.500000 Penalty: 5103.304688
	Iteration 34Q: 3 clusters Score -3728152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3728176.500000 Penalty: 5103.304688
	Iteration 35Q: 3 clusters Score -3728176 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3728200.500000 Penalty: 5103.304688
	Iteration 36Q: 3 clusters Score -3728200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3728233.500000 Penalty: 5103.304688
	Iteration 37Q: 3 clusters Score -3728234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3728256.750000 Penalty: 5103.304688
	Iteration 38Q: 3 clusters Score -3728257 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3728277.000000 Penalty: 5103.304688
	Iteration 39Q: 3 clusters Score -3728277 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3728306.250000 Penalty: 5103.304688
	Iteration 40F: 3 clusters Score -3728306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3728324.250000 Penalty: 5103.304688
	Iteration 41Q: 3 clusters Score -3728324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3728339.250000 Penalty: 5103.304688
	Iteration 42Q: 3 clusters Score -3728339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3728356.250000 Penalty: 5103.304688
	Iteration 43Q: 3 clusters Score -3728356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3728366.000000 Penalty: 5103.304688
	Iteration 44Q: 3 clusters Score -3728366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3728377.000000 Penalty: 5103.304688
	Iteration 45Q: 3 clusters Score -3728377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3728384.500000 Penalty: 5103.304688
	Iteration 46Q: 3 clusters Score -3728384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3728398.000000 Penalty: 5103.304688
	Iteration 47Q: 3 clusters Score -3728398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3728432.000000 Penalty: 5103.304688
	Iteration 48Q: 3 clusters Score -3728432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3728438.000000 Penalty: 5103.304688
	Iteration 49Q: 3 clusters Score -3728438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3728447.500000 Penalty: 5103.304688
	Iteration 50Q: 3 clusters Score -3728448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3728459.250000 Penalty: 5103.304688
	Iteration 51Q: 3 clusters Score -3728459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3728470.750000 Penalty: 5103.304688
	Iteration 52Q: 3 clusters Score -3728471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3728487.750000 Penalty: 5103.304688
	Iteration 53Q: 3 clusters Score -3728488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3728498.250000 Penalty: 5103.304688
	Iteration 54Q: 3 clusters Score -3728498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3728498.000000 Penalty: 5103.304688
	Iteration 55Q: 3 clusters Score -3728498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3728510.750000 Penalty: 5103.304688
	Iteration 56Q: 3 clusters Score -3728511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3728512.750000 Penalty: 5103.304688
	Iteration 57Q: 3 clusters Score -3728513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3728520.000000 Penalty: 5103.304688
	Iteration 58Q: 3 clusters Score -3728520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3728535.250000 Penalty: 5103.304688
	Iteration 59Q: 3 clusters Score -3728535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3728535.500000 Penalty: 5103.304688
	Iteration 60F: 3 clusters Score -3728536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3728542.500000 Penalty: 5103.304688
	Iteration 61Q: 3 clusters Score -3728542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3728550.000000 Penalty: 5103.304688
	Iteration 62Q: 3 clusters Score -3728550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3728561.000000 Penalty: 5103.304688
	Iteration 63Q: 3 clusters Score -3728561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3728569.250000 Penalty: 5103.304688
	Iteration 64Q: 3 clusters Score -3728569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3728566.250000 Penalty: 5103.304688
	Iteration 65Q: 3 clusters Score -3728566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3728571.000000 Penalty: 5103.304688
	Iteration 66Q: 3 clusters Score -3728571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3728570.250000 Penalty: 5103.304688
	Iteration 67Q: 3 clusters Score -3728570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3728572.250000 Penalty: 5103.304688
	Iteration 68Q: 3 clusters Score -3728572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3728570.250000 Penalty: 5103.304688
	Iteration 69Q: 3 clusters Score -3728570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3728562.000000 Penalty: 5103.304688
	Iteration 70Q: 3 clusters Score -3728562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3728563.750000 Penalty: 5103.304688
	Iteration 71Q: 3 clusters Score -3728564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3728571.000000 Penalty: 5103.304688
	Iteration 72Q: 3 clusters Score -3728571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3728568.750000 Penalty: 5103.304688
	Iteration 73Q: 3 clusters Score -3728569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3728581.000000 Penalty: 5103.304688
	Iteration 74Q: 3 clusters Score -3728581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3728576.250000 Penalty: 5103.304688
	Iteration 75Q: 3 clusters Score -3728576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3728580.250000 Penalty: 5103.304688
	Iteration 76Q: 3 clusters Score -3728580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3728585.000000 Penalty: 5103.304688
	Iteration 77Q: 3 clusters Score -3728585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3728591.250000 Penalty: 5103.304688
	Iteration 78Q: 3 clusters Score -3728591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3728599.250000 Penalty: 5103.304688
	Iteration 79Q: 3 clusters Score -3728599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3728606.250000 Penalty: 5103.304688
	Iteration 80F: 3 clusters Score -3728606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3728614.250000 Penalty: 5103.304688
	Iteration 81Q: 3 clusters Score -3728614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3728616.000000 Penalty: 5103.304688
	Iteration 82Q: 3 clusters Score -3728616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3728628.000000 Penalty: 5103.304688
	Iteration 83Q: 3 clusters Score -3728628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3728634.000000 Penalty: 5103.304688
	Iteration 84Q: 3 clusters Score -3728634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3728641.750000 Penalty: 5103.304688
	Iteration 85Q: 3 clusters Score -3728642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3728649.500000 Penalty: 5103.304688
	Iteration 86Q: 3 clusters Score -3728650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3728652.000000 Penalty: 5103.304688
	Iteration 87Q: 3 clusters Score -3728652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3728654.750000 Penalty: 5103.304688
	Iteration 88Q: 3 clusters Score -3728655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3728654.500000 Penalty: 5103.304688
	Iteration 89Q: 3 clusters Score -3728654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3728654.000000 Penalty: 5103.304688
	Iteration 90Q: 3 clusters Score -3728654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3728657.250000 Penalty: 5103.304688
	Iteration 91Q: 3 clusters Score -3728657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3728665.750000 Penalty: 5103.304688
	Iteration 92Q: 3 clusters Score -3728666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3728677.750000 Penalty: 5103.304688
	Iteration 93Q: 3 clusters Score -3728678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3728684.250000 Penalty: 5103.304688
	Iteration 94Q: 3 clusters Score -3728684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3728679.500000 Penalty: 5103.304688
	Iteration 95Q: 3 clusters Score -3728680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3728680.000000 Penalty: 5103.304688
	Iteration 96Q: 3 clusters Score -3728680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3728684.000000 Penalty: 5103.304688
	Iteration 97Q: 3 clusters Score -3728684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3728683.250000 Penalty: 5103.304688
	Iteration 98Q: 3 clusters Score -3728683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3728687.500000 Penalty: 5103.304688
	Iteration 99Q: 3 clusters Score -3728688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3728696.000000 Penalty: 5103.304688
	Iteration 100F: 3 clusters Score -3728696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3728693.000000 Penalty: 5103.304688
	Iteration 101Q: 3 clusters Score -3728693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3728697.500000 Penalty: 5103.304688
	Iteration 102Q: 3 clusters Score -3728698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3728703.250000 Penalty: 5103.304688
	Iteration 103Q: 3 clusters Score -3728703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3728703.500000 Penalty: 5103.304688
	Iteration 104Q: 3 clusters Score -3728704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3728702.000000 Penalty: 5103.304688
	Iteration 105Q: 3 clusters Score -3728702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3728698.750000 Penalty: 5103.304688
	Iteration 106Q: 3 clusters Score -3728699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3728705.500000 Penalty: 5103.304688
	Iteration 107Q: 3 clusters Score -3728706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3728702.750000 Penalty: 5103.304688
	Iteration 108Q: 3 clusters Score -3728703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3728708.250000 Penalty: 5103.304688
	Iteration 109Q: 3 clusters Score -3728708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3728707.250000 Penalty: 5103.304688
	Iteration 110Q: 3 clusters Score -3728707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3728709.250000 Penalty: 5103.304688
	Iteration 111Q: 3 clusters Score -3728709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3728710.750000 Penalty: 5103.304688
	Iteration 112Q: 3 clusters Score -3728711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3728719.750000 Penalty: 5103.304688
	Iteration 113Q: 3 clusters Score -3728720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3728720.500000 Penalty: 5103.304688
	Iteration 114Q: 3 clusters Score -3728720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3728715.750000 Penalty: 5103.304688
	Iteration 115Q: 3 clusters Score -3728716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3728716.750000 Penalty: 5103.304688
	Iteration 116Q: 3 clusters Score -3728717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3728712.250000 Penalty: 5103.304688
	Iteration 117Q: 3 clusters Score -3728712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3728713.250000 Penalty: 5103.304688
	Iteration 118Q: 3 clusters Score -3728713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3728708.000000 Penalty: 5103.304688
	Iteration 119Q: 3 clusters Score -3728708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3728713.000000 Penalty: 5103.304688
	Iteration 120F: 3 clusters Score -3728713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3728713.750000 Penalty: 5103.304688
	Iteration 121Q: 3 clusters Score -3728714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3728720.750000 Penalty: 5103.304688
	Iteration 122Q: 3 clusters Score -3728721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3728719.250000 Penalty: 5103.304688
	Iteration 123Q: 3 clusters Score -3728719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3728714.000000 Penalty: 5103.304688
	Iteration 124Q: 3 clusters Score -3728714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3728717.500000 Penalty: 5103.304688
	Iteration 125Q: 3 clusters Score -3728718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3728718.000000 Penalty: 5103.304688
	Iteration 126Q: 3 clusters Score -3728718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3728721.500000 Penalty: 5103.304688
	Iteration 127Q: 3 clusters Score -3728722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3728718.750000 Penalty: 5103.304688
	Iteration 128Q: 3 clusters Score -3728719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3728721.500000 Penalty: 5103.304688
	Iteration 129Q: 3 clusters Score -3728722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3728721.500000 Penalty: 5103.304688
	Iteration 130Q: 3 clusters Score -3728722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3728721.000000 Penalty: 5103.304688
	Iteration 131Q: 3 clusters Score -3728721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3728730.750000 Penalty: 5103.304688
	Iteration 132Q: 3 clusters Score -3728731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3728728.000000 Penalty: 5103.304688
	Iteration 133Q: 3 clusters Score -3728728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3728723.500000 Penalty: 5103.304688
	Iteration 134Q: 3 clusters Score -3728724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3728723.500000 Penalty: 5103.304688
	Iteration 135F: 3 clusters Score -3728724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Entering Unmasked Estep 
Score: -6511568.000000 Penalty: 2690.047607
	Iteration 0F: 2 clusters Score -6511568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6476958.500000 Penalty: 5380.095215
	Iteration 0F: 3 clusters Score -6476958 nChanged 23828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6490166.000000 Penalty: 5380.095215
	Iteration 1F: 3 clusters Score -6490166 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6490760.500000 Penalty: 5380.095215
	Iteration 2Q: 3 clusters Score -6490760 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -6491316.500000 Penalty: 5380.095215
	Iteration 3Q: 3 clusters Score -6491316 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -6491925.500000 Penalty: 5380.095215
	Iteration 4Q: 3 clusters Score -6491926 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -6492624.500000 Penalty: 5380.095215
	Iteration 5Q: 3 clusters Score -6492624 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6493477.500000 Penalty: 5380.095215
	Iteration 6Q: 3 clusters Score -6493478 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -6494439.000000 Penalty: 5380.095215
	Iteration 7Q: 3 clusters Score -6494439 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6495602.500000 Penalty: 5380.095215
	Iteration 8Q: 3 clusters Score -6495602 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -6496913.000000 Penalty: 5380.095215
	Iteration 9F: 3 clusters Score -6496913 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -6498357.000000 Penalty: 5380.095215
	Iteration 10F: 3 clusters Score -6498357 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -6499999.000000 Penalty: 5380.095215
	Iteration 11F: 3 clusters Score -6499999 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -6501881.500000 Penalty: 5380.095215
	Iteration 12F: 3 clusters Score -6501882 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -6503828.500000 Penalty: 5380.095215
	Iteration 13F: 3 clusters Score -6503828 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6505670.500000 Penalty: 5380.095215
	Iteration 14Q: 3 clusters Score -6505670 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -6507287.000000 Penalty: 5380.095215
	Iteration 15Q: 3 clusters Score -6507287 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6508284.500000 Penalty: 5380.095215
	Iteration 16Q: 3 clusters Score -6508284 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6508772.000000 Penalty: 5380.095215
	Iteration 17Q: 3 clusters Score -6508772 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -6509004.000000 Penalty: 5380.095215
	Iteration 18Q: 3 clusters Score -6509004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -6509096.000000 Penalty: 5380.095215
	Iteration 19Q: 3 clusters Score -6509096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6509149.000000 Penalty: 5380.095215
	Iteration 20F: 3 clusters Score -6509149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -6509193.000000 Penalty: 5380.095215
	Iteration 21Q: 3 clusters Score -6509193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6509227.500000 Penalty: 5380.095215
	Iteration 22Q: 3 clusters Score -6509228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6509243.500000 Penalty: 5380.095215
	Iteration 23Q: 3 clusters Score -6509244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6509276.000000 Penalty: 5380.095215
	Iteration 24Q: 3 clusters Score -6509276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6509303.500000 Penalty: 5380.095215
	Iteration 25Q: 3 clusters Score -6509304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6509317.000000 Penalty: 5380.095215
	Iteration 26Q: 3 clusters Score -6509317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -6509329.500000 Penalty: 5380.095215
	Iteration 27Q: 3 clusters Score -6509330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -6509336.000000 Penalty: 5380.095215
	Iteration 28Q: 3 clusters Score -6509336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -6509337.500000 Penalty: 5380.095215
	Iteration 29Q: 3 clusters Score -6509338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -6509337.500000 Penalty: 5380.095215
	Iteration 30F: 3 clusters Score -6509338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -721533.375000 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -721533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -716108.812500 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -716108.8 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -717664.812500 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -717664.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -718022.687500 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -718022.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -718292.125000 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -718292.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -718493.250000 Penalty: 4352.442383
	Iteration 4F: 3 clusters Score -718493.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -718676.375000 Penalty: 4352.442383
	Iteration 5Q: 3 clusters Score -718676.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -718845.000000 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -718845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -718991.562500 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -718991.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -719151.750000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -719151.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -719321.250000 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -719321.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -719499.187500 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -719499.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -719640.062500 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -719640.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -719760.375000 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -719760.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -719831.937500 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -719831.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -719889.187500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -719889.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -719948.375000 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -719948.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -720002.625000 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -720002.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -720050.125000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -720050.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -720088.937500 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -720088.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -720142.437500 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -720142.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -720203.312500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -720203.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -720256.250000 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -720256.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -720309.187500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -720309.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -720351.375000 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -720351.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -720378.500000 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -720378.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -720398.187500 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -720398.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -720416.125000 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -720416.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -720433.187500 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -720433.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -720447.750000 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -720447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -720456.750000 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -720456.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -720466.500000 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -720466.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -720472.937500 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -720472.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -720478.250000 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -720478.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -720481.500000 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -720481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -720483.000000 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -720483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -720485.250000 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -720485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -720488.062500 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -720488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -720489.500000 Penalty: 4352.442383
	Iteration 37Q: 3 clusters Score -720489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -720490.375000 Penalty: 4352.442383
	Iteration 38Q: 3 clusters Score -720490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -720490.562500 Penalty: 4352.442383
	Iteration 39Q: 3 clusters Score -720490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -720490.125000 Penalty: 4352.442383
	Iteration 40F: 3 clusters Score -720490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -720489.937500 Penalty: 4352.442383
	Iteration 41Q: 3 clusters Score -720489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -720490.687500 Penalty: 4352.442383
	Iteration 42Q: 3 clusters Score -720490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -720490.875000 Penalty: 4352.442383
	Iteration 43Q: 3 clusters Score -720490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -720491.062500 Penalty: 4352.442383
	Iteration 44Q: 3 clusters Score -720491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -720490.250000 Penalty: 4352.442383
	Iteration 45Q: 3 clusters Score -720490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -720490.250000 Penalty: 4352.442383
	Iteration 46F: 3 clusters Score -720490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1305498.625000 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -1305499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1297575.375000 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -1297575 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1299855.125000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -1299855 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1300135.000000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -1300135 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1300364.250000 Penalty: 4586.397461
	Iteration 3Q: 3 clusters Score -1300364 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1300574.250000 Penalty: 4586.397461
	Iteration 4Q: 3 clusters Score -1300574 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1300775.750000 Penalty: 4586.397461
	Iteration 5Q: 3 clusters Score -1300776 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1301008.375000 Penalty: 4586.397461
	Iteration 6Q: 3 clusters Score -1301008 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1301219.500000 Penalty: 4586.397461
	Iteration 7Q: 3 clusters Score -1301220 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1301448.875000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -1301449 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1301721.125000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -1301721 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1302002.625000 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -1302003 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1302293.500000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -1302294 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1302582.500000 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -1302582 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1302898.500000 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -1302898 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1303267.250000 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -1303267 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1303576.500000 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -1303576 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1303815.000000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -1303815 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1304025.750000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -1304026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1304166.250000 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -1304166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1304259.875000 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -1304260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1304305.250000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -1304305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1304336.000000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -1304336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1304363.500000 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -1304364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1304389.500000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -1304390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1304412.875000 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -1304413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1304422.250000 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -1304422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1304434.000000 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -1304434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1304442.500000 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -1304442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1304445.625000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -1304446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1304444.375000 Penalty: 4586.397461
	Iteration 29Q: 3 clusters Score -1304444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1304447.875000 Penalty: 4586.397461
	Iteration 30Q: 3 clusters Score -1304448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1304449.125000 Penalty: 4586.397461
	Iteration 31Q: 3 clusters Score -1304449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1304452.500000 Penalty: 4586.397461
	Iteration 32Q: 3 clusters Score -1304452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1304455.375000 Penalty: 4586.397461
	Iteration 33Q: 3 clusters Score -1304455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1304455.500000 Penalty: 4586.397461
	Iteration 34Q: 3 clusters Score -1304456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1304455.625000 Penalty: 4586.397461
	Iteration 35Q: 3 clusters Score -1304456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1304453.375000 Penalty: 4586.397461
	Iteration 36Q: 3 clusters Score -1304453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1304454.000000 Penalty: 4586.397461
	Iteration 37Q: 3 clusters Score -1304454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1304455.125000 Penalty: 4586.397461
	Iteration 38Q: 3 clusters Score -1304455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1304455.125000 Penalty: 4586.397461
	Iteration 39F: 3 clusters Score -1304455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -729496.437500 Penalty: 2159.988281
	Iteration 0F: 2 clusters Score -729496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -724289.437500 Penalty: 4319.976562
	Iteration 0F: 3 clusters Score -724289.4 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -725755.500000 Penalty: 4319.976562
	Iteration 1F: 3 clusters Score -725755.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -726243.875000 Penalty: 4319.976562
	Iteration 2F: 3 clusters Score -726243.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -726653.312500 Penalty: 4319.976562
	Iteration 3F: 3 clusters Score -726653.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -726976.875000 Penalty: 4319.976562
	Iteration 4F: 3 clusters Score -726976.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -727258.187500 Penalty: 4319.976562
	Iteration 5F: 3 clusters Score -727258.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -727513.562500 Penalty: 4319.976562
	Iteration 6F: 3 clusters Score -727513.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -727712.875000 Penalty: 4319.976562
	Iteration 7Q: 3 clusters Score -727712.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -727858.375000 Penalty: 4319.976562
	Iteration 8Q: 3 clusters Score -727858.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -727955.250000 Penalty: 4319.976562
	Iteration 9Q: 3 clusters Score -727955.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -728023.937500 Penalty: 4319.976562
	Iteration 10Q: 3 clusters Score -728023.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -728074.000000 Penalty: 4319.976562
	Iteration 11Q: 3 clusters Score -728074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -728120.250000 Penalty: 4319.976562
	Iteration 12Q: 3 clusters Score -728120.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -728157.375000 Penalty: 4319.976562
	Iteration 13Q: 3 clusters Score -728157.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -728175.625000 Penalty: 4319.976562
	Iteration 14Q: 3 clusters Score -728175.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -728195.062500 Penalty: 4319.976562
	Iteration 15Q: 3 clusters Score -728195.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -728207.812500 Penalty: 4319.976562
	Iteration 16Q: 3 clusters Score -728207.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -728218.937500 Penalty: 4319.976562
	Iteration 17Q: 3 clusters Score -728218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -728227.625000 Penalty: 4319.976562
	Iteration 18Q: 3 clusters Score -728227.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -728236.250000 Penalty: 4319.976562
	Iteration 19Q: 3 clusters Score -728236.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -728243.250000 Penalty: 4319.976562
	Iteration 20F: 3 clusters Score -728243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -728246.125000 Penalty: 4319.976562
	Iteration 21Q: 3 clusters Score -728246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -728251.062500 Penalty: 4319.976562
	Iteration 22Q: 3 clusters Score -728251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -728257.437500 Penalty: 4319.976562
	Iteration 23Q: 3 clusters Score -728257.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -728261.625000 Penalty: 4319.976562
	Iteration 24Q: 3 clusters Score -728261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -728269.625000 Penalty: 4319.976562
	Iteration 25Q: 3 clusters Score -728269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -728275.562500 Penalty: 4319.976562
	Iteration 26Q: 3 clusters Score -728275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -728276.375000 Penalty: 4319.976562
	Iteration 27Q: 3 clusters Score -728276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -728276.937500 Penalty: 4319.976562
	Iteration 28Q: 3 clusters Score -728276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -728277.000000 Penalty: 4319.976562
	Iteration 29Q: 3 clusters Score -728277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -728277.187500 Penalty: 4319.976562
	Iteration 30Q: 3 clusters Score -728277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -728278.312500 Penalty: 4319.976562
	Iteration 31Q: 3 clusters Score -728278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -728278.312500 Penalty: 4319.976562
	Iteration 32F: 3 clusters Score -728278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18408.658203 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -18408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17386.865234 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -17386.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17488.046875 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -17488.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17523.396484 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -17523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17538.533203 Penalty: 2649.797852
	Iteration 3Q: 3 clusters Score -17538.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17544.619141 Penalty: 2649.797852
	Iteration 4Q: 3 clusters Score -17544.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17544.619141 Penalty: 2649.797852
	Iteration 5F: 3 clusters Score -17544.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -83377.164062 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -83377.16 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 443 members 
Entering Unmasked Estep 
Score: -81674.632812 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -81674.63 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82091.070312 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -82091.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82309.757812 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -82309.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82429.000000 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -82429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82523.507812 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -82523.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82566.710938 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -82566.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82589.046875 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -82589.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82609.828125 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -82609.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82625.765625 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -82625.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82638.109375 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -82638.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82652.351562 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -82652.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82671.531250 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -82671.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82690.921875 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -82690.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82711.875000 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -82711.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82729.250000 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -82729.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82753.781250 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -82753.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82780.976562 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -82780.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82818.687500 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -82818.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -82844.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82860.187500 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -82860.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82872.679688 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -82872.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82878.921875 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -82878.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82884.906250 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -82884.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82900.531250 Penalty: 3327.209717
	Iteration 23Q: 3 clusters Score -82900.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82916.734375 Penalty: 3327.209717
	Iteration 24Q: 3 clusters Score -82916.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82927.054688 Penalty: 3327.209717
	Iteration 25Q: 3 clusters Score -82927.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82936.117188 Penalty: 3327.209717
	Iteration 26Q: 3 clusters Score -82936.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82937.156250 Penalty: 3327.209717
	Iteration 27Q: 3 clusters Score -82937.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82937.156250 Penalty: 3327.209717
	Iteration 28F: 3 clusters Score -82937.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -271673.156250 Penalty: 1904.339722
	Iteration 0F: 2 clusters Score -271673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -268918.875000 Penalty: 3808.679443
	Iteration 0F: 3 clusters Score -268918.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269422.531250 Penalty: 3808.679443
	Iteration 1F: 3 clusters Score -269422.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -269561.562500 Penalty: 3808.679443
	Iteration 2F: 3 clusters Score -269561.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -269641.562500 Penalty: 3808.679443
	Iteration 3Q: 3 clusters Score -269641.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -269705.218750 Penalty: 3808.679443
	Iteration 4Q: 3 clusters Score -269705.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -269743.937500 Penalty: 3808.679443
	Iteration 5Q: 3 clusters Score -269743.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -269769.468750 Penalty: 3808.679443
	Iteration 6Q: 3 clusters Score -269769.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -269792.187500 Penalty: 3808.679443
	Iteration 7Q: 3 clusters Score -269792.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -269815.562500 Penalty: 3808.679443
	Iteration 8Q: 3 clusters Score -269815.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -269843.437500 Penalty: 3808.679443
	Iteration 9Q: 3 clusters Score -269843.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269852.156250 Penalty: 3808.679443
	Iteration 10Q: 3 clusters Score -269852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -269855.750000 Penalty: 3808.679443
	Iteration 11Q: 3 clusters Score -269855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -269862.281250 Penalty: 3808.679443
	Iteration 12Q: 3 clusters Score -269862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -269868.906250 Penalty: 3808.679443
	Iteration 13Q: 3 clusters Score -269868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -269874.156250 Penalty: 3808.679443
	Iteration 14Q: 3 clusters Score -269874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269877.281250 Penalty: 3808.679443
	Iteration 15Q: 3 clusters Score -269877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -269882.531250 Penalty: 3808.679443
	Iteration 16Q: 3 clusters Score -269882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269887.406250 Penalty: 3808.679443
	Iteration 17Q: 3 clusters Score -269887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269893.312500 Penalty: 3808.679443
	Iteration 18Q: 3 clusters Score -269893.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -269899.531250 Penalty: 3808.679443
	Iteration 19Q: 3 clusters Score -269899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -269903.656250 Penalty: 3808.679443
	Iteration 20F: 3 clusters Score -269903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -269906.718750 Penalty: 3808.679443
	Iteration 21Q: 3 clusters Score -269906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -269909.281250 Penalty: 3808.679443
	Iteration 22Q: 3 clusters Score -269909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -269909.812500 Penalty: 3808.679443
	Iteration 23Q: 3 clusters Score -269909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -269910.437500 Penalty: 3808.679443
	Iteration 24Q: 3 clusters Score -269910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -269910.437500 Penalty: 3808.679443
	Iteration 25F: 3 clusters Score -269910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130277.703125 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130277.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -130735.656250 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130735.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131033.695312 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -131033.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131230.625000 Penalty: 3501.570312
	Iteration 3F: 3 clusters Score -131230.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -131358.203125 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -131358.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -131425.812500 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131474.984375 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -131504.671875 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -131514.187500 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131526.265625 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131526.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131543.390625 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131553.343750 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -131559.765625 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -131571.937500 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131571.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131591.343750 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131591.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -131608.484375 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131630.343750 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131630.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131655.031250 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -131674.859375 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131694.218750 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131723.500000 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131723.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -131781.390625 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131781.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131837.421875 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131837.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131910.875000 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131910.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131990.046875 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -132098.156250 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -132098.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132171.593750 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -132171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132197.171875 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -132197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132231.437500 Penalty: 3501.570312
	Iteration 28Q: 3 clusters Score -132231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132251.234375 Penalty: 3501.570312
	Iteration 29Q: 3 clusters Score -132251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132341.265625 Penalty: 3501.570312
	Iteration 30Q: 3 clusters Score -132341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132365.390625 Penalty: 3501.570312
	Iteration 31Q: 3 clusters Score -132365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132384.609375 Penalty: 3501.570312
	Iteration 32Q: 3 clusters Score -132384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132402.640625 Penalty: 3501.570312
	Iteration 33Q: 3 clusters Score -132402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132408.265625 Penalty: 3501.570312
	Iteration 34Q: 3 clusters Score -132408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132427.000000 Penalty: 3501.570312
	Iteration 35F: 3 clusters Score -132427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132450.796875 Penalty: 3501.570312
	Iteration 36Q: 3 clusters Score -132450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132450.796875 Penalty: 3501.570312
	Iteration 37F: 3 clusters Score -132450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 371050 members 
Mstep: Class 22 contains 61048 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4118 members 
Mstep: Class 51 contains 519 members 
Entering Unmasked Estep 
Score: -142006304.000000 Penalty: 176731.625000
Splitting cluster 37 changes total score from -142008000.000000 to -142006304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -777893.312500 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -777893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -772220.812500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -772220.8 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -773791.750000 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -773791.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -774167.375000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -774167.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -774427.812500 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -774427.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -774636.062500 Penalty: 4376.821289
	Iteration 4Q: 3 clusters Score -774636.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -774841.375000 Penalty: 4376.821289
	Iteration 5Q: 3 clusters Score -774841.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -775015.687500 Penalty: 4376.821289
	Iteration 6Q: 3 clusters Score -775015.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -775192.062500 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -775192.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -775340.125000 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -775340.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -775484.875000 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -775484.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -775615.687500 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -775615.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -775741.187500 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -775741.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -775873.000000 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -775873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -775998.437500 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -775998.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -776128.875000 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -776128.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -776218.625000 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -776218.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -776281.125000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -776281.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -776348.125000 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -776348.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -776399.250000 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -776399.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -776438.250000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -776438.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -776456.125000 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -776456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -776469.562500 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -776469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -776479.437500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -776479.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -776497.000000 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -776497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -776512.125000 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -776512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -776525.375000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -776525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -776531.500000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -776531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -776536.187500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -776536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -776538.875000 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -776538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -776539.687500 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -776539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -776539.625000 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -776539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -776539.625000 Penalty: 4376.821289
	Iteration 31F: 3 clusters Score -776539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Entering Unmasked Estep 
Score: -3716520.750000 Penalty: 2550.120850
	Iteration 0F: 2 clusters Score -3716521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3696295.500000 Penalty: 5100.241699
	Iteration 0F: 3 clusters Score -3696296 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3703415.250000 Penalty: 5100.241699
	Iteration 1F: 3 clusters Score -3703415 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3703829.000000 Penalty: 5100.241699
	Iteration 2Q: 3 clusters Score -3703829 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3704132.750000 Penalty: 5100.241699
	Iteration 3Q: 3 clusters Score -3704133 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3704406.250000 Penalty: 5100.241699
	Iteration 4Q: 3 clusters Score -3704406 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3704657.000000 Penalty: 5100.241699
	Iteration 5Q: 3 clusters Score -3704657 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3704924.250000 Penalty: 5100.241699
	Iteration 6Q: 3 clusters Score -3704924 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3705256.750000 Penalty: 5100.241699
	Iteration 7Q: 3 clusters Score -3705257 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3705667.000000 Penalty: 5100.241699
	Iteration 8Q: 3 clusters Score -3705667 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3706227.250000 Penalty: 5100.241699
	Iteration 9Q: 3 clusters Score -3706227 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3707052.750000 Penalty: 5100.241699
	Iteration 10Q: 3 clusters Score -3707053 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3708211.000000 Penalty: 5100.241699
	Iteration 11F: 3 clusters Score -3708211 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3709677.000000 Penalty: 5100.241699
	Iteration 12F: 3 clusters Score -3709677 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3711202.000000 Penalty: 5100.241699
	Iteration 13F: 3 clusters Score -3711202 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3712513.250000 Penalty: 5100.241699
	Iteration 14F: 3 clusters Score -3712513 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3713422.750000 Penalty: 5100.241699
	Iteration 15Q: 3 clusters Score -3713423 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3713962.750000 Penalty: 5100.241699
	Iteration 16Q: 3 clusters Score -3713963 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3714190.250000 Penalty: 5100.241699
	Iteration 17Q: 3 clusters Score -3714190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3714302.000000 Penalty: 5100.241699
	Iteration 18Q: 3 clusters Score -3714302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3714365.500000 Penalty: 5100.241699
	Iteration 19Q: 3 clusters Score -3714366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3714410.000000 Penalty: 5100.241699
	Iteration 20F: 3 clusters Score -3714410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3714442.000000 Penalty: 5100.241699
	Iteration 21Q: 3 clusters Score -3714442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3714460.000000 Penalty: 5100.241699
	Iteration 22Q: 3 clusters Score -3714460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3714478.000000 Penalty: 5100.241699
	Iteration 23Q: 3 clusters Score -3714478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3714489.500000 Penalty: 5100.241699
	Iteration 24Q: 3 clusters Score -3714490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3714497.750000 Penalty: 5100.241699
	Iteration 25Q: 3 clusters Score -3714498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3714513.000000 Penalty: 5100.241699
	Iteration 26Q: 3 clusters Score -3714513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3714526.000000 Penalty: 5100.241699
	Iteration 27Q: 3 clusters Score -3714526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3714540.250000 Penalty: 5100.241699
	Iteration 28Q: 3 clusters Score -3714540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3714558.750000 Penalty: 5100.241699
	Iteration 29Q: 3 clusters Score -3714559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3714574.500000 Penalty: 5100.241699
	Iteration 30Q: 3 clusters Score -3714574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3714589.000000 Penalty: 5100.241699
	Iteration 31Q: 3 clusters Score -3714589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3714604.000000 Penalty: 5100.241699
	Iteration 32Q: 3 clusters Score -3714604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3714623.000000 Penalty: 5100.241699
	Iteration 33Q: 3 clusters Score -3714623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3714628.500000 Penalty: 5100.241699
	Iteration 34Q: 3 clusters Score -3714628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3714642.000000 Penalty: 5100.241699
	Iteration 35Q: 3 clusters Score -3714642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3714648.000000 Penalty: 5100.241699
	Iteration 36Q: 3 clusters Score -3714648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3714653.250000 Penalty: 5100.241699
	Iteration 37Q: 3 clusters Score -3714653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3714658.750000 Penalty: 5100.241699
	Iteration 38Q: 3 clusters Score -3714659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3714657.750000 Penalty: 5100.241699
	Iteration 39Q: 3 clusters Score -3714658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3714654.750000 Penalty: 5100.241699
	Iteration 40F: 3 clusters Score -3714655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3714660.000000 Penalty: 5100.241699
	Iteration 41Q: 3 clusters Score -3714660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3714661.500000 Penalty: 5100.241699
	Iteration 42Q: 3 clusters Score -3714662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3714661.000000 Penalty: 5100.241699
	Iteration 43Q: 3 clusters Score -3714661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3714663.500000 Penalty: 5100.241699
	Iteration 44Q: 3 clusters Score -3714664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3714663.250000 Penalty: 5100.241699
	Iteration 45Q: 3 clusters Score -3714663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3714663.250000 Penalty: 5100.241699
	Iteration 46F: 3 clusters Score -3714663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -86521.617188 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -86521.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84812.601562 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -84812.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85013.820312 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -85013.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85076.539062 Penalty: 3277.568359
	Iteration 2Q: 3 clusters Score -85076.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85111.109375 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -85111.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85116.445312 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -85116.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85123.968750 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -85123.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85126.929688 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -85126.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85130.000000 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -85130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85131.843750 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -85131.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85134.234375 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -85134.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85134.234375 Penalty: 3277.568359
	Iteration 10F: 3 clusters Score -85134.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61473.453125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61473.45 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 283 members 
Entering Unmasked Estep 
Score: -59923.257812 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59923.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60111.000000 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60177.355469 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60177.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60200.117188 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60200.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60209.691406 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60209.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60220.253906 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60220.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60224.523438 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60224.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60226.472656 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60226.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60228.160156 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60228.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60230.492188 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60230.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60230.492188 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -60230.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -2267665.250000 Penalty: 2433.193115
	Iteration 0F: 2 clusters Score -2267665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2254640.750000 Penalty: 4866.386230
	Iteration 0F: 3 clusters Score -2254641 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2259322.000000 Penalty: 4866.386230
	Iteration 1F: 3 clusters Score -2259322 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2260141.250000 Penalty: 4866.386230
	Iteration 2F: 3 clusters Score -2260141 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2261077.000000 Penalty: 4866.386230
	Iteration 3F: 3 clusters Score -2261077 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2262115.000000 Penalty: 4866.386230
	Iteration 4F: 3 clusters Score -2262115 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2263106.750000 Penalty: 4866.386230
	Iteration 5F: 3 clusters Score -2263107 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2263964.000000 Penalty: 4866.386230
	Iteration 6F: 3 clusters Score -2263964 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2264605.500000 Penalty: 4866.386230
	Iteration 7F: 3 clusters Score -2264606 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2265065.000000 Penalty: 4866.386230
	Iteration 8Q: 3 clusters Score -2265065 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2265429.750000 Penalty: 4866.386230
	Iteration 9Q: 3 clusters Score -2265430 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2265685.250000 Penalty: 4866.386230
	Iteration 10Q: 3 clusters Score -2265685 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2265861.000000 Penalty: 4866.386230
	Iteration 11Q: 3 clusters Score -2265861 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2265987.000000 Penalty: 4866.386230
	Iteration 12Q: 3 clusters Score -2265987 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2266078.500000 Penalty: 4866.386230
	Iteration 13Q: 3 clusters Score -2266078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2266147.250000 Penalty: 4866.386230
	Iteration 14Q: 3 clusters Score -2266147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2266194.500000 Penalty: 4866.386230
	Iteration 15Q: 3 clusters Score -2266194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2266234.750000 Penalty: 4866.386230
	Iteration 16Q: 3 clusters Score -2266235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2266273.500000 Penalty: 4866.386230
	Iteration 17Q: 3 clusters Score -2266274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2266298.250000 Penalty: 4866.386230
	Iteration 18Q: 3 clusters Score -2266298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2266329.250000 Penalty: 4866.386230
	Iteration 19Q: 3 clusters Score -2266329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2266343.750000 Penalty: 4866.386230
	Iteration 20F: 3 clusters Score -2266344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2266351.000000 Penalty: 4866.386230
	Iteration 21Q: 3 clusters Score -2266351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2266360.250000 Penalty: 4866.386230
	Iteration 22Q: 3 clusters Score -2266360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2266362.500000 Penalty: 4866.386230
	Iteration 23Q: 3 clusters Score -2266362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2266371.250000 Penalty: 4866.386230
	Iteration 24Q: 3 clusters Score -2266371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2266373.000000 Penalty: 4866.386230
	Iteration 25Q: 3 clusters Score -2266373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2266379.750000 Penalty: 4866.386230
	Iteration 26Q: 3 clusters Score -2266380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2266379.500000 Penalty: 4866.386230
	Iteration 27Q: 3 clusters Score -2266380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2266381.500000 Penalty: 4866.386230
	Iteration 28Q: 3 clusters Score -2266382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2266385.250000 Penalty: 4866.386230
	Iteration 29Q: 3 clusters Score -2266385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2266382.250000 Penalty: 4866.386230
	Iteration 30Q: 3 clusters Score -2266382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2266382.500000 Penalty: 4866.386230
	Iteration 31Q: 3 clusters Score -2266382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2266384.000000 Penalty: 4866.386230
	Iteration 32Q: 3 clusters Score -2266384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2266384.000000 Penalty: 4866.386230
	Iteration 33F: 3 clusters Score -2266384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Entering Unmasked Estep 
Score: -2864405.000000 Penalty: 2487.753906
	Iteration 0F: 2 clusters Score -2864405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2848578.000000 Penalty: 4975.507812
	Iteration 0F: 3 clusters Score -2848578 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2854009.250000 Penalty: 4975.507812
	Iteration 1F: 3 clusters Score -2854009 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2854466.250000 Penalty: 4975.507812
	Iteration 2F: 3 clusters Score -2854466 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2854860.750000 Penalty: 4975.507812
	Iteration 3Q: 3 clusters Score -2854861 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2855203.500000 Penalty: 4975.507812
	Iteration 4Q: 3 clusters Score -2855204 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2855551.250000 Penalty: 4975.507812
	Iteration 5Q: 3 clusters Score -2855551 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2855945.500000 Penalty: 4975.507812
	Iteration 6Q: 3 clusters Score -2855946 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2856450.250000 Penalty: 4975.507812
	Iteration 7Q: 3 clusters Score -2856450 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2857087.500000 Penalty: 4975.507812
	Iteration 8Q: 3 clusters Score -2857088 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2857828.500000 Penalty: 4975.507812
	Iteration 9F: 3 clusters Score -2857828 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2858634.000000 Penalty: 4975.507812
	Iteration 10F: 3 clusters Score -2858634 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2859499.750000 Penalty: 4975.507812
	Iteration 11F: 3 clusters Score -2859500 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2860220.000000 Penalty: 4975.507812
	Iteration 12Q: 3 clusters Score -2860220 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2860676.750000 Penalty: 4975.507812
	Iteration 13Q: 3 clusters Score -2860677 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2860998.500000 Penalty: 4975.507812
	Iteration 14Q: 3 clusters Score -2860998 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2861162.000000 Penalty: 4975.507812
	Iteration 15Q: 3 clusters Score -2861162 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2861305.250000 Penalty: 4975.507812
	Iteration 16Q: 3 clusters Score -2861305 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2861445.750000 Penalty: 4975.507812
	Iteration 17Q: 3 clusters Score -2861446 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2861584.000000 Penalty: 4975.507812
	Iteration 18Q: 3 clusters Score -2861584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2861700.000000 Penalty: 4975.507812
	Iteration 19Q: 3 clusters Score -2861700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2861824.750000 Penalty: 4975.507812
	Iteration 20F: 3 clusters Score -2861825 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2861924.500000 Penalty: 4975.507812
	Iteration 21Q: 3 clusters Score -2861924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2861992.250000 Penalty: 4975.507812
	Iteration 22Q: 3 clusters Score -2861992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2862033.000000 Penalty: 4975.507812
	Iteration 23Q: 3 clusters Score -2862033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2862104.500000 Penalty: 4975.507812
	Iteration 24Q: 3 clusters Score -2862104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2862146.250000 Penalty: 4975.507812
	Iteration 25Q: 3 clusters Score -2862146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2862187.000000 Penalty: 4975.507812
	Iteration 26Q: 3 clusters Score -2862187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2862210.500000 Penalty: 4975.507812
	Iteration 27Q: 3 clusters Score -2862210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2862234.000000 Penalty: 4975.507812
	Iteration 28Q: 3 clusters Score -2862234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2862266.250000 Penalty: 4975.507812
	Iteration 29Q: 3 clusters Score -2862266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2862280.500000 Penalty: 4975.507812
	Iteration 30Q: 3 clusters Score -2862280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2862299.000000 Penalty: 4975.507812
	Iteration 31Q: 3 clusters Score -2862299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2862314.000000 Penalty: 4975.507812
	Iteration 32Q: 3 clusters Score -2862314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2862336.000000 Penalty: 4975.507812
	Iteration 33Q: 3 clusters Score -2862336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2862343.000000 Penalty: 4975.507812
	Iteration 34Q: 3 clusters Score -2862343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2862367.750000 Penalty: 4975.507812
	Iteration 35Q: 3 clusters Score -2862368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2862385.000000 Penalty: 4975.507812
	Iteration 36Q: 3 clusters Score -2862385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2862402.500000 Penalty: 4975.507812
	Iteration 37Q: 3 clusters Score -2862402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2862405.500000 Penalty: 4975.507812
	Iteration 38Q: 3 clusters Score -2862406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2862415.250000 Penalty: 4975.507812
	Iteration 39Q: 3 clusters Score -2862415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2862430.750000 Penalty: 4975.507812
	Iteration 40F: 3 clusters Score -2862431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2862435.250000 Penalty: 4975.507812
	Iteration 41Q: 3 clusters Score -2862435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2862444.000000 Penalty: 4975.507812
	Iteration 42Q: 3 clusters Score -2862444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2862456.250000 Penalty: 4975.507812
	Iteration 43Q: 3 clusters Score -2862456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2862459.000000 Penalty: 4975.507812
	Iteration 44Q: 3 clusters Score -2862459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2862466.250000 Penalty: 4975.507812
	Iteration 45Q: 3 clusters Score -2862466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2862478.500000 Penalty: 4975.507812
	Iteration 46Q: 3 clusters Score -2862478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2862479.750000 Penalty: 4975.507812
	Iteration 47Q: 3 clusters Score -2862480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2862502.000000 Penalty: 4975.507812
	Iteration 48Q: 3 clusters Score -2862502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2862505.000000 Penalty: 4975.507812
	Iteration 49Q: 3 clusters Score -2862505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2862503.500000 Penalty: 4975.507812
	Iteration 50Q: 3 clusters Score -2862504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2862499.500000 Penalty: 4975.507812
	Iteration 51Q: 3 clusters Score -2862500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2862506.500000 Penalty: 4975.507812
	Iteration 52Q: 3 clusters Score -2862506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2862510.250000 Penalty: 4975.507812
	Iteration 53Q: 3 clusters Score -2862510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2862510.750000 Penalty: 4975.507812
	Iteration 54Q: 3 clusters Score -2862511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2862511.750000 Penalty: 4975.507812
	Iteration 55Q: 3 clusters Score -2862512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2862512.250000 Penalty: 4975.507812
	Iteration 56Q: 3 clusters Score -2862512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2862508.500000 Penalty: 4975.507812
	Iteration 57Q: 3 clusters Score -2862508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2862504.500000 Penalty: 4975.507812
	Iteration 58Q: 3 clusters Score -2862504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2862509.750000 Penalty: 4975.507812
	Iteration 59Q: 3 clusters Score -2862510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2862511.500000 Penalty: 4975.507812
	Iteration 60F: 3 clusters Score -2862512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2862512.250000 Penalty: 4975.507812
	Iteration 61Q: 3 clusters Score -2862512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2862512.250000 Penalty: 4975.507812
	Iteration 62Q: 3 clusters Score -2862512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2862514.000000 Penalty: 4975.507812
	Iteration 63Q: 3 clusters Score -2862514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2862512.250000 Penalty: 4975.507812
	Iteration 64Q: 3 clusters Score -2862512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2862510.250000 Penalty: 4975.507812
	Iteration 65Q: 3 clusters Score -2862510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2862512.250000 Penalty: 4975.507812
	Iteration 66Q: 3 clusters Score -2862512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2862511.750000 Penalty: 4975.507812
	Iteration 67Q: 3 clusters Score -2862512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2862516.000000 Penalty: 4975.507812
	Iteration 68Q: 3 clusters Score -2862516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2862518.500000 Penalty: 4975.507812
	Iteration 69Q: 3 clusters Score -2862518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2862517.250000 Penalty: 4975.507812
	Iteration 70Q: 3 clusters Score -2862517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2862520.500000 Penalty: 4975.507812
	Iteration 71Q: 3 clusters Score -2862520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2862519.500000 Penalty: 4975.507812
	Iteration 72Q: 3 clusters Score -2862520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2862519.000000 Penalty: 4975.507812
	Iteration 73Q: 3 clusters Score -2862519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2862519.250000 Penalty: 4975.507812
	Iteration 74Q: 3 clusters Score -2862519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2862518.250000 Penalty: 4975.507812
	Iteration 75Q: 3 clusters Score -2862518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2862522.250000 Penalty: 4975.507812
	Iteration 76Q: 3 clusters Score -2862522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2862518.500000 Penalty: 4975.507812
	Iteration 77Q: 3 clusters Score -2862518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2862521.000000 Penalty: 4975.507812
	Iteration 78Q: 3 clusters Score -2862521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2862521.000000 Penalty: 4975.507812
	Iteration 79F: 3 clusters Score -2862521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -223202.375000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -223202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -220565.562500 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -220565.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -221068.015625 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -221068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221216.812500 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -221216.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221311.296875 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -221311.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221381.375000 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -221381.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221438.859375 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -221438.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221496.140625 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -221496.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -221538.109375 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -221538.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -221572.296875 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -221572.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -221612.796875 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -221612.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -221651.781250 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -221651.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221680.093750 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -221680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221697.375000 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -221697.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221718.234375 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -221718.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -221739.937500 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -221739.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -221753.750000 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -221753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221765.046875 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -221765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221774.968750 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -221775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221777.765625 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -221777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221777.765625 Penalty: 3767.561523
	Iteration 19F: 3 clusters Score -221777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (23827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Entering Unmasked Estep 
Score: -3024253.250000 Penalty: 2499.486572
	Iteration 0F: 2 clusters Score -3024253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3007670.750000 Penalty: 4998.973145
	Iteration 0F: 3 clusters Score -3007671 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3013306.000000 Penalty: 4998.973145
	Iteration 1F: 3 clusters Score -3013306 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3013750.250000 Penalty: 4998.973145
	Iteration 2F: 3 clusters Score -3013750 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3014131.000000 Penalty: 4998.973145
	Iteration 3Q: 3 clusters Score -3014131 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3014489.000000 Penalty: 4998.973145
	Iteration 4Q: 3 clusters Score -3014489 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3014917.500000 Penalty: 4998.973145
	Iteration 5Q: 3 clusters Score -3014918 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3015498.000000 Penalty: 4998.973145
	Iteration 6Q: 3 clusters Score -3015498 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3016321.250000 Penalty: 4998.973145
	Iteration 7F: 3 clusters Score -3016321 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3017393.750000 Penalty: 4998.973145
	Iteration 8F: 3 clusters Score -3017394 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3018635.500000 Penalty: 4998.973145
	Iteration 9F: 3 clusters Score -3018636 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3019800.500000 Penalty: 4998.973145
	Iteration 10F: 3 clusters Score -3019800 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3020668.750000 Penalty: 4998.973145
	Iteration 11Q: 3 clusters Score -3020669 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3021261.500000 Penalty: 4998.973145
	Iteration 12Q: 3 clusters Score -3021262 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3021563.250000 Penalty: 4998.973145
	Iteration 13Q: 3 clusters Score -3021563 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3021751.750000 Penalty: 4998.973145
	Iteration 14Q: 3 clusters Score -3021752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3021846.750000 Penalty: 4998.973145
	Iteration 15Q: 3 clusters Score -3021847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3021935.500000 Penalty: 4998.973145
	Iteration 16Q: 3 clusters Score -3021936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3022004.000000 Penalty: 4998.973145
	Iteration 17Q: 3 clusters Score -3022004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3022043.250000 Penalty: 4998.973145
	Iteration 18Q: 3 clusters Score -3022043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3022080.750000 Penalty: 4998.973145
	Iteration 19Q: 3 clusters Score -3022081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3022095.250000 Penalty: 4998.973145
	Iteration 20F: 3 clusters Score -3022095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3022104.250000 Penalty: 4998.973145
	Iteration 21Q: 3 clusters Score -3022104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3022114.500000 Penalty: 4998.973145
	Iteration 22Q: 3 clusters Score -3022114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3022130.000000 Penalty: 4998.973145
	Iteration 23Q: 3 clusters Score -3022130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3022130.500000 Penalty: 4998.973145
	Iteration 24Q: 3 clusters Score -3022130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3022134.000000 Penalty: 4998.973145
	Iteration 25Q: 3 clusters Score -3022134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3022136.250000 Penalty: 4998.973145
	Iteration 26Q: 3 clusters Score -3022136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3022139.750000 Penalty: 4998.973145
	Iteration 27Q: 3 clusters Score -3022140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3022144.500000 Penalty: 4998.973145
	Iteration 28Q: 3 clusters Score -3022144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3022145.750000 Penalty: 4998.973145
	Iteration 29Q: 3 clusters Score -3022146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3022145.500000 Penalty: 4998.973145
	Iteration 30Q: 3 clusters Score -3022146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3022149.500000 Penalty: 4998.973145
	Iteration 31Q: 3 clusters Score -3022150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3022152.500000 Penalty: 4998.973145
	Iteration 32Q: 3 clusters Score -3022152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3022154.250000 Penalty: 4998.973145
	Iteration 33Q: 3 clusters Score -3022154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3022152.750000 Penalty: 4998.973145
	Iteration 34Q: 3 clusters Score -3022153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3022152.750000 Penalty: 4998.973145
	Iteration 35F: 3 clusters Score -3022153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -37502.625000 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -37502.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36296.316406 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -36296.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36617.417969 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -36617.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36960.796875 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -36960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37478.640625 Penalty: 2924.988281
	Iteration 3F: 3 clusters Score -37478.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37724.480469 Penalty: 2924.988281
	Iteration 4F: 3 clusters Score -37724.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38245.914062 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -38245.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38394.355469 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -38394.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38443.875000 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -38443.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38443.875000 Penalty: 2924.988281
	Iteration 8F: 3 clusters Score -38443.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 371050 members 
Mstep: Class 22 contains 61048 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 271 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4118 members 
Mstep: Class 51 contains 93 members 
Entering Unmasked Estep 
Score: -142007472.000000 Penalty: 176731.625000
Splitting cluster 46 changes total score from -142008000.000000 to -142007472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -716577.750000 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -716577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -711498.125000 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -711498.1 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -712779.937500 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -712779.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -713038.562500 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -713038.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -713234.750000 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -713234.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -713425.250000 Penalty: 4307.798340
	Iteration 4Q: 3 clusters Score -713425.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -713647.937500 Penalty: 4307.798340
	Iteration 5F: 3 clusters Score -713647.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -713878.562500 Penalty: 4307.798340
	Iteration 6F: 3 clusters Score -713878.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -714122.187500 Penalty: 4307.798340
	Iteration 7Q: 3 clusters Score -714122.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -714349.250000 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -714349.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -714526.125000 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -714526.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -714647.187500 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -714647.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -714730.562500 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -714730.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -714786.750000 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -714786.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -714822.812500 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -714822.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -714843.750000 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -714843.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -714860.187500 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -714860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -714870.625000 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -714870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -714880.187500 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -714880.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -714890.812500 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -714890.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -714902.375000 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -714902.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -714912.875000 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -714912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -714917.812500 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -714917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -714922.437500 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -714922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -714923.562500 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -714923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -714924.125000 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -714924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -714926.187500 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -714926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -714927.187500 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -714927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -714931.437500 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -714931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -714930.000000 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -714930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -714931.562500 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -714931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -714930.750000 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -714930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -714930.750000 Penalty: 4307.798340
	Iteration 31F: 3 clusters Score -714930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -26252.201172 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -26252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25101.386719 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -25101.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25374.552734 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -25374.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25644.773438 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -25644.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25738.714844 Penalty: 2808.828369
	Iteration 3F: 3 clusters Score -25738.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25879.111328 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -25879.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26036.623047 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -26036.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26075.933594 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -26075.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26087.421875 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -26087.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26107.923828 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -26107.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26107.923828 Penalty: 2808.828369
	Iteration 9F: 3 clusters Score -26107.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -150276.093750 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -150276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148107.484375 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -148107.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148472.671875 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -148472.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148561.906250 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -148561.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -148617.625000 Penalty: 3564.327637
	Iteration 3Q: 3 clusters Score -148617.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -148648.625000 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -148648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148663.234375 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -148663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -148674.187500 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -148674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148682.890625 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -148682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148693.000000 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -148693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -148702.984375 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -148703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -148705.796875 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -148705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -148708.703125 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -148708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148710.781250 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -148710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -148715.437500 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -148715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148730.171875 Penalty: 3564.327637
	Iteration 14Q: 3 clusters Score -148730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148738.531250 Penalty: 3564.327637
	Iteration 15Q: 3 clusters Score -148738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -148745.187500 Penalty: 3564.327637
	Iteration 16Q: 3 clusters Score -148745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148748.140625 Penalty: 3564.327637
	Iteration 17Q: 3 clusters Score -148748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148750.437500 Penalty: 3564.327637
	Iteration 18Q: 3 clusters Score -148750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148751.828125 Penalty: 3564.327637
	Iteration 19Q: 3 clusters Score -148751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148752.875000 Penalty: 3564.327637
	Iteration 20F: 3 clusters Score -148752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148754.781250 Penalty: 3564.327637
	Iteration 21Q: 3 clusters Score -148754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148756.296875 Penalty: 3564.327637
	Iteration 22Q: 3 clusters Score -148756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148759.265625 Penalty: 3564.327637
	Iteration 23Q: 3 clusters Score -148759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148763.687500 Penalty: 3564.327637
	Iteration 24Q: 3 clusters Score -148763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148769.984375 Penalty: 3564.327637
	Iteration 25Q: 3 clusters Score -148770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148773.375000 Penalty: 3564.327637
	Iteration 26Q: 3 clusters Score -148773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -148779.046875 Penalty: 3564.327637
	Iteration 27Q: 3 clusters Score -148779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148787.687500 Penalty: 3564.327637
	Iteration 28Q: 3 clusters Score -148787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148795.125000 Penalty: 3564.327637
	Iteration 29Q: 3 clusters Score -148795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148799.296875 Penalty: 3564.327637
	Iteration 30Q: 3 clusters Score -148799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148804.875000 Penalty: 3564.327637
	Iteration 31Q: 3 clusters Score -148804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148811.046875 Penalty: 3564.327637
	Iteration 32Q: 3 clusters Score -148811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148818.000000 Penalty: 3564.327637
	Iteration 33Q: 3 clusters Score -148818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148828.093750 Penalty: 3564.327637
	Iteration 34Q: 3 clusters Score -148828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -148832.031250 Penalty: 3564.327637
	Iteration 35Q: 3 clusters Score -148832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -148844.937500 Penalty: 3564.327637
	Iteration 36Q: 3 clusters Score -148844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -148855.203125 Penalty: 3564.327637
	Iteration 37Q: 3 clusters Score -148855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148859.906250 Penalty: 3564.327637
	Iteration 38Q: 3 clusters Score -148859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -148864.984375 Penalty: 3564.327637
	Iteration 39Q: 3 clusters Score -148865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -148868.093750 Penalty: 3564.327637
	Iteration 40F: 3 clusters Score -148868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -148873.109375 Penalty: 3564.327637
	Iteration 41Q: 3 clusters Score -148873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -148881.187500 Penalty: 3564.327637
	Iteration 42Q: 3 clusters Score -148881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -148887.312500 Penalty: 3564.327637
	Iteration 43Q: 3 clusters Score -148887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -148888.156250 Penalty: 3564.327637
	Iteration 44Q: 3 clusters Score -148888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -148888.156250 Penalty: 3564.327637
	Iteration 45F: 3 clusters Score -148888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 38303 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11101 members 
Mstep: Class 11 contains 10275 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 39082 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61877 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158636 members 
Mstep: Class 21 contains 371050 members 
Mstep: Class 22 contains 61048 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6193 members 
Mstep: Class 29 contains 29405 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10371 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29224 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18238 members 
Mstep: Class 43 contains 22726 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23827 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008512.000000 Penalty: 173266.296875
Iteration 279Q: 51 clusters Score -1.420085e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 38277 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11100 members 
Mstep: Class 11 contains 10269 members 
Mstep: Class 12 contains 27987 members 
Mstep: Class 13 contains 39080 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 61770 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 159070 members 
Mstep: Class 21 contains 371080 members 
Mstep: Class 22 contains 60648 members 
Mstep: Class 23 contains 12176 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17033 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 29390 members 
Mstep: Class 30 contains 51370 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10398 members 
Mstep: Class 33 contains 6061 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29234 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18241 members 
Mstep: Class 43 contains 22736 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23853 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009584.000000 Penalty: 173266.296875
Iteration 280F: 51 clusters Score -1.420096e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 38243 members 
Mstep: Class 6 contains 35153 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11099 members 
Mstep: Class 11 contains 10264 members 
Mstep: Class 12 contains 27981 members 
Mstep: Class 13 contains 39074 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 61667 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158993 members 
Mstep: Class 21 contains 371306 members 
Mstep: Class 22 contains 60301 members 
Mstep: Class 23 contains 12208 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 29344 members 
Mstep: Class 30 contains 51339 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10395 members 
Mstep: Class 33 contains 6049 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 29235 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18242 members 
Mstep: Class 43 contains 22729 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 23868 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5914 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010336.000000 Penalty: 173266.296875
Iteration 281Q: 51 clusters Score -1.420103e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 38200 members 
Mstep: Class 6 contains 35146 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 27979 members 
Mstep: Class 13 contains 39070 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 61614 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158898 members 
Mstep: Class 21 contains 371573 members 
Mstep: Class 22 contains 60028 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17042 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29321 members 
Mstep: Class 30 contains 51325 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10390 members 
Mstep: Class 33 contains 6028 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29241 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18245 members 
Mstep: Class 43 contains 22728 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23887 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5915 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1321 members 
Mstep: Class 50 contains 4758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010416.000000 Penalty: 173266.296875
Iteration 282Q: 51 clusters Score -1.420104e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16389 members 
Mstep: Class 5 contains 38159 members 
Mstep: Class 6 contains 35135 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 27976 members 
Mstep: Class 13 contains 39064 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26564 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 61599 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158807 members 
Mstep: Class 21 contains 371746 members 
Mstep: Class 22 contains 59830 members 
Mstep: Class 23 contains 12262 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17048 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29318 members 
Mstep: Class 30 contains 51344 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10388 members 
Mstep: Class 33 contains 6003 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 29243 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18244 members 
Mstep: Class 43 contains 22724 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23913 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 5920 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 4922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010112.000000 Penalty: 173266.296875
Iteration 283Q: 51 clusters Score -1.420101e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 38135 members 
Mstep: Class 6 contains 35130 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6445 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 10264 members 
Mstep: Class 12 contains 27972 members 
Mstep: Class 13 contains 39064 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26558 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 61614 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158720 members 
Mstep: Class 21 contains 371851 members 
Mstep: Class 22 contains 59638 members 
Mstep: Class 23 contains 12276 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17052 members 
Mstep: Class 26 contains 12204 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29314 members 
Mstep: Class 30 contains 51366 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10389 members 
Mstep: Class 33 contains 5977 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 29255 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18240 members 
Mstep: Class 43 contains 22742 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23934 members 
Mstep: Class 46 contains 365 members 
Mstep: Class 47 contains 5924 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010384.000000 Penalty: 173266.296875
Iteration 284Q: 51 clusters Score -1.420104e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16386 members 
Mstep: Class 5 contains 38107 members 
Mstep: Class 6 contains 35123 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14292 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 27968 members 
Mstep: Class 13 contains 39068 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26555 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61636 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158631 members 
Mstep: Class 21 contains 371950 members 
Mstep: Class 22 contains 59481 members 
Mstep: Class 23 contains 12289 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17057 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29302 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10390 members 
Mstep: Class 33 contains 5963 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 29267 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18245 members 
Mstep: Class 43 contains 22751 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23948 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 5927 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010496.000000 Penalty: 173266.296875
Iteration 285Q: 51 clusters Score -1.420105e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 38080 members 
Mstep: Class 6 contains 35116 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14292 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27965 members 
Mstep: Class 13 contains 39066 members 
Mstep: Class 14 contains 7539 members 
Mstep: Class 15 contains 26553 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61640 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158572 members 
Mstep: Class 21 contains 372063 members 
Mstep: Class 22 contains 59328 members 
Mstep: Class 23 contains 12305 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17057 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29295 members 
Mstep: Class 30 contains 51382 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10385 members 
Mstep: Class 33 contains 5949 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 29273 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18253 members 
Mstep: Class 43 contains 22756 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23969 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5928 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010480.000000 Penalty: 173266.296875
Iteration 286Q: 51 clusters Score -1.420105e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 38066 members 
Mstep: Class 6 contains 35114 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27959 members 
Mstep: Class 13 contains 39066 members 
Mstep: Class 14 contains 7540 members 
Mstep: Class 15 contains 26550 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 61643 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158515 members 
Mstep: Class 21 contains 372174 members 
Mstep: Class 22 contains 59205 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17059 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29295 members 
Mstep: Class 30 contains 51381 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 5930 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29273 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18258 members 
Mstep: Class 43 contains 22755 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23984 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5929 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010592.000000 Penalty: 173266.296875
Iteration 287Q: 51 clusters Score -1.420106e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16387 members 
Mstep: Class 5 contains 38050 members 
Mstep: Class 6 contains 35111 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 39066 members 
Mstep: Class 14 contains 7540 members 
Mstep: Class 15 contains 26550 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 61643 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158453 members 
Mstep: Class 21 contains 372290 members 
Mstep: Class 22 contains 59082 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17059 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29289 members 
Mstep: Class 30 contains 51385 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 5912 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6792 members 
Mstep: Class 39 contains 29279 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18266 members 
Mstep: Class 43 contains 22756 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 23998 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5928 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010544.000000 Penalty: 173266.296875
Iteration 288Q: 51 clusters Score -1.420105e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16389 members 
Mstep: Class 5 contains 38029 members 
Mstep: Class 6 contains 35104 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14292 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 39064 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 26545 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61638 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158397 members 
Mstep: Class 21 contains 372393 members 
Mstep: Class 22 contains 58986 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17065 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29273 members 
Mstep: Class 30 contains 51379 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 5899 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 29283 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18271 members 
Mstep: Class 43 contains 22755 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24014 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5929 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010448.000000 Penalty: 173266.296875
Iteration 289Q: 51 clusters Score -1.420104e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16394 members 
Mstep: Class 5 contains 38008 members 
Mstep: Class 6 contains 35090 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11097 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 39059 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 26542 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 61638 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158353 members 
Mstep: Class 21 contains 372462 members 
Mstep: Class 22 contains 58905 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17071 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29265 members 
Mstep: Class 30 contains 51377 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 5889 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2162 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 29288 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18278 members 
Mstep: Class 43 contains 22755 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24035 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5932 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010464.000000 Penalty: 173266.296875
Iteration 290Q: 51 clusters Score -1.420105e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16394 members 
Mstep: Class 5 contains 37994 members 
Mstep: Class 6 contains 35079 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27955 members 
Mstep: Class 13 contains 39052 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 26538 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61644 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158325 members 
Mstep: Class 21 contains 372503 members 
Mstep: Class 22 contains 58837 members 
Mstep: Class 23 contains 12347 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17075 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29266 members 
Mstep: Class 30 contains 51373 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 5874 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 29300 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18278 members 
Mstep: Class 43 contains 22758 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24055 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5936 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010416.000000 Penalty: 173266.296875
Iteration 291Q: 51 clusters Score -1.420104e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 35074 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 39050 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 26539 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61637 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158286 members 
Mstep: Class 21 contains 372559 members 
Mstep: Class 22 contains 58761 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17079 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29258 members 
Mstep: Class 30 contains 51375 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 5861 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 29315 members 
Mstep: Class 40 contains 741 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18280 members 
Mstep: Class 43 contains 22760 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24071 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5940 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010464.000000 Penalty: 173266.296875
Iteration 292Q: 51 clusters Score -1.420105e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16396 members 
Mstep: Class 5 contains 37965 members 
Mstep: Class 6 contains 35070 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 27953 members 
Mstep: Class 13 contains 39050 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26537 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61635 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158253 members 
Mstep: Class 21 contains 372596 members 
Mstep: Class 22 contains 58690 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17079 members 
Mstep: Class 26 contains 12203 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 29251 members 
Mstep: Class 30 contains 51378 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 5854 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 29331 members 
Mstep: Class 40 contains 742 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18281 members 
Mstep: Class 43 contains 22758 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24090 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5942 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010288.000000 Penalty: 173266.296875
Iteration 293Q: 51 clusters Score -1.420103e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16396 members 
Mstep: Class 5 contains 37949 members 
Mstep: Class 6 contains 35063 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27949 members 
Mstep: Class 13 contains 39048 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26538 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 61645 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158214 members 
Mstep: Class 21 contains 372630 members 
Mstep: Class 22 contains 58623 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17084 members 
Mstep: Class 26 contains 12202 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29237 members 
Mstep: Class 30 contains 51380 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 5845 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 29345 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18283 members 
Mstep: Class 43 contains 22750 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24118 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5945 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010400.000000 Penalty: 173266.296875
Iteration 294Q: 51 clusters Score -1.420104e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16393 members 
Mstep: Class 5 contains 37938 members 
Mstep: Class 6 contains 35057 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6446 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27946 members 
Mstep: Class 13 contains 39046 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26538 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 61647 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158190 members 
Mstep: Class 21 contains 372646 members 
Mstep: Class 22 contains 58568 members 
Mstep: Class 23 contains 12378 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17086 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29224 members 
Mstep: Class 30 contains 51382 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10380 members 
Mstep: Class 33 contains 5835 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 29357 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18287 members 
Mstep: Class 43 contains 22745 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24146 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010288.000000 Penalty: 173266.296875
Iteration 295Q: 51 clusters Score -1.420103e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16395 members 
Mstep: Class 5 contains 37920 members 
Mstep: Class 6 contains 35054 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27945 members 
Mstep: Class 13 contains 39045 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26538 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158164 members 
Mstep: Class 21 contains 372680 members 
Mstep: Class 22 contains 58516 members 
Mstep: Class 23 contains 12390 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17089 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29213 members 
Mstep: Class 30 contains 51384 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5821 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 29359 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18291 members 
Mstep: Class 43 contains 22742 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24169 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010208.000000 Penalty: 173266.296875
Iteration 296Q: 51 clusters Score -1.420102e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16396 members 
Mstep: Class 5 contains 37902 members 
Mstep: Class 6 contains 35049 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27941 members 
Mstep: Class 13 contains 39042 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26535 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 61651 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158147 members 
Mstep: Class 21 contains 372727 members 
Mstep: Class 22 contains 58462 members 
Mstep: Class 23 contains 12400 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17097 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29201 members 
Mstep: Class 30 contains 51387 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10377 members 
Mstep: Class 33 contains 5806 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 29367 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18292 members 
Mstep: Class 43 contains 22739 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24188 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010384.000000 Penalty: 173266.296875
Iteration 297Q: 51 clusters Score -1.420104e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16400 members 
Mstep: Class 5 contains 37893 members 
Mstep: Class 6 contains 35043 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 39038 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 61653 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158124 members 
Mstep: Class 21 contains 372769 members 
Mstep: Class 22 contains 58417 members 
Mstep: Class 23 contains 12411 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17103 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29188 members 
Mstep: Class 30 contains 51393 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10377 members 
Mstep: Class 33 contains 5792 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29370 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18295 members 
Mstep: Class 43 contains 22737 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24213 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010304.000000 Penalty: 173266.296875
Iteration 298Q: 51 clusters Score -1.420103e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16400 members 
Mstep: Class 5 contains 37884 members 
Mstep: Class 6 contains 35039 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27930 members 
Mstep: Class 13 contains 39034 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158103 members 
Mstep: Class 21 contains 372815 members 
Mstep: Class 22 contains 58373 members 
Mstep: Class 23 contains 12423 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17106 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29181 members 
Mstep: Class 30 contains 51397 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5782 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29372 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18299 members 
Mstep: Class 43 contains 22737 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24230 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 5985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010336.000000 Penalty: 173266.296875
Iteration 299Q: 51 clusters Score -1.420103e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16398 members 
Mstep: Class 5 contains 37881 members 
Mstep: Class 6 contains 35038 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 39032 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158086 members 
Mstep: Class 21 contains 372839 members 
Mstep: Class 22 contains 58333 members 
Mstep: Class 23 contains 12434 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17108 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29176 members 
Mstep: Class 30 contains 51402 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10377 members 
Mstep: Class 33 contains 5773 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 29373 members 
Mstep: Class 40 contains 744 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18302 members 
Mstep: Class 43 contains 22738 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24245 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010240.000000 Penalty: 173266.296875
Iteration 300F: 51 clusters Score -1.420102e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16399 members 
Mstep: Class 5 contains 37879 members 
Mstep: Class 6 contains 35037 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27920 members 
Mstep: Class 13 contains 39032 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 61652 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158073 members 
Mstep: Class 21 contains 372858 members 
Mstep: Class 22 contains 58307 members 
Mstep: Class 23 contains 12441 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17110 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29169 members 
Mstep: Class 30 contains 51407 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10377 members 
Mstep: Class 33 contains 5761 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 29370 members 
Mstep: Class 40 contains 745 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18302 members 
Mstep: Class 43 contains 22736 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24261 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010368.000000 Penalty: 173266.296875
Iteration 301Q: 51 clusters Score -1.420104e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16399 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27919 members 
Mstep: Class 13 contains 39032 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26534 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 61653 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158052 members 
Mstep: Class 21 contains 372865 members 
Mstep: Class 22 contains 58286 members 
Mstep: Class 23 contains 12448 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17115 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29165 members 
Mstep: Class 30 contains 51413 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5755 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6791 members 
Mstep: Class 39 contains 29374 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18304 members 
Mstep: Class 43 contains 22736 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24270 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010336.000000 Penalty: 173266.296875
Iteration 302Q: 51 clusters Score -1.420103e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16401 members 
Mstep: Class 5 contains 37865 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27915 members 
Mstep: Class 13 contains 39030 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 61658 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158034 members 
Mstep: Class 21 contains 372869 members 
Mstep: Class 22 contains 58275 members 
Mstep: Class 23 contains 12456 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17118 members 
Mstep: Class 26 contains 12201 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29167 members 
Mstep: Class 30 contains 51417 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10379 members 
Mstep: Class 33 contains 5750 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29374 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18305 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24279 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010464.000000 Penalty: 173266.296875
Iteration 303Q: 51 clusters Score -1.420105e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 37858 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27916 members 
Mstep: Class 13 contains 39030 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61647 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158024 members 
Mstep: Class 21 contains 372872 members 
Mstep: Class 22 contains 58259 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17122 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29167 members 
Mstep: Class 30 contains 51420 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10379 members 
Mstep: Class 33 contains 5750 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 29377 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18306 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24287 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010352.000000 Penalty: 173266.296875
Iteration 304Q: 51 clusters Score -1.420104e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16409 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27916 members 
Mstep: Class 13 contains 39029 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61645 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158018 members 
Mstep: Class 21 contains 372869 members 
Mstep: Class 22 contains 58249 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17123 members 
Mstep: Class 26 contains 12198 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29168 members 
Mstep: Class 30 contains 51421 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5750 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 29376 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18311 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24294 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010400.000000 Penalty: 173266.296875
Iteration 305Q: 51 clusters Score -1.420104e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 37844 members 
Mstep: Class 6 contains 35037 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6449 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27914 members 
Mstep: Class 13 contains 39029 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26528 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61642 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 158009 members 
Mstep: Class 21 contains 372852 members 
Mstep: Class 22 contains 58247 members 
Mstep: Class 23 contains 12475 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17126 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29168 members 
Mstep: Class 30 contains 51425 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5749 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 29377 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18314 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5947 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010528.000000 Penalty: 173266.296875
Iteration 306Q: 51 clusters Score -1.420105e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16413 members 
Mstep: Class 5 contains 37841 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 27909 members 
Mstep: Class 13 contains 39028 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61646 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157997 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58244 members 
Mstep: Class 23 contains 12477 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17126 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 29168 members 
Mstep: Class 30 contains 51426 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 29378 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18316 members 
Mstep: Class 43 contains 22733 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24311 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5948 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010592.000000 Penalty: 173266.296875
Iteration 307Q: 51 clusters Score -1.420106e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16415 members 
Mstep: Class 5 contains 37835 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 13 contains 39026 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61645 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157981 members 
Mstep: Class 21 contains 372843 members 
Mstep: Class 22 contains 58240 members 
Mstep: Class 23 contains 12478 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17132 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29170 members 
Mstep: Class 30 contains 51426 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 29380 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22731 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24318 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010448.000000 Penalty: 173266.296875
Iteration 308Q: 51 clusters Score -1.420104e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16418 members 
Mstep: Class 5 contains 37834 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27907 members 
Mstep: Class 13 contains 39024 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61645 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157966 members 
Mstep: Class 21 contains 372835 members 
Mstep: Class 22 contains 58236 members 
Mstep: Class 23 contains 12478 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17134 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29169 members 
Mstep: Class 30 contains 51427 members 
Mstep: Class 31 contains 6475 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 29379 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22732 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24325 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010576.000000 Penalty: 173266.296875
Iteration 309Q: 51 clusters Score -1.420106e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16420 members 
Mstep: Class 5 contains 37831 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6450 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27907 members 
Mstep: Class 13 contains 39021 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61644 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157951 members 
Mstep: Class 21 contains 372831 members 
Mstep: Class 22 contains 58226 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17137 members 
Mstep: Class 26 contains 12197 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29169 members 
Mstep: Class 30 contains 51427 members 
Mstep: Class 31 contains 6476 members 
Mstep: Class 32 contains 10378 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29386 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22736 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24331 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010592.000000 Penalty: 173266.296875
Iteration 310Q: 51 clusters Score -1.420106e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 37825 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27909 members 
Mstep: Class 13 contains 39021 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61647 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157938 members 
Mstep: Class 21 contains 372833 members 
Mstep: Class 22 contains 58212 members 
Mstep: Class 23 contains 12481 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17142 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29166 members 
Mstep: Class 30 contains 51427 members 
Mstep: Class 31 contains 6475 members 
Mstep: Class 32 contains 10377 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29387 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24339 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010528.000000 Penalty: 173266.296875
Iteration 311Q: 51 clusters Score -1.420105e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37825 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 13 contains 39019 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 61651 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157927 members 
Mstep: Class 21 contains 372841 members 
Mstep: Class 22 contains 58199 members 
Mstep: Class 23 contains 12483 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17146 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29165 members 
Mstep: Class 30 contains 51427 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5746 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29387 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24343 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010560.000000 Penalty: 173266.296875
Iteration 312Q: 51 clusters Score -1.420106e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37821 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27906 members 
Mstep: Class 13 contains 39016 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61651 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157913 members 
Mstep: Class 21 contains 372846 members 
Mstep: Class 22 contains 58189 members 
Mstep: Class 23 contains 12486 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17151 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29163 members 
Mstep: Class 30 contains 51428 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 5745 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29392 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24347 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010448.000000 Penalty: 173266.296875
Iteration 313Q: 51 clusters Score -1.420104e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37814 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27904 members 
Mstep: Class 13 contains 39015 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61653 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157902 members 
Mstep: Class 21 contains 372849 members 
Mstep: Class 22 contains 58183 members 
Mstep: Class 23 contains 12488 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29163 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5743 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29392 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24355 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010560.000000 Penalty: 173266.296875
Iteration 314Q: 51 clusters Score -1.420106e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37815 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 39013 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61653 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157891 members 
Mstep: Class 21 contains 372853 members 
Mstep: Class 22 contains 58183 members 
Mstep: Class 23 contains 12489 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17154 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29160 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 29389 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22732 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24363 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010496.000000 Penalty: 173266.296875
Iteration 315Q: 51 clusters Score -1.420105e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61650 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157883 members 
Mstep: Class 21 contains 372855 members 
Mstep: Class 22 contains 58180 members 
Mstep: Class 23 contains 12490 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17154 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29158 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29391 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22732 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24371 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010592.000000 Penalty: 173266.296875
Iteration 316Q: 51 clusters Score -1.420106e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37809 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61651 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157880 members 
Mstep: Class 21 contains 372851 members 
Mstep: Class 22 contains 58174 members 
Mstep: Class 23 contains 12493 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17155 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29157 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29396 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22732 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24374 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010560.000000 Penalty: 173266.296875
Iteration 317Q: 51 clusters Score -1.420106e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61652 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157876 members 
Mstep: Class 21 contains 372847 members 
Mstep: Class 22 contains 58169 members 
Mstep: Class 23 contains 12494 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17157 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29155 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29402 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24375 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010640.000000 Penalty: 173266.296875
Iteration 318Q: 51 clusters Score -1.420106e+08 nChanged 37
Entering ConstructFrom: 
Score: -142010640.000000 Penalty: 173266.296875
Entering ConstructFrom: 
Trying to split cluster 1 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -59156.898438 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -59156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57620.773438 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -57620.77 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57861.839844 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -57861.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57956.781250 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -57956.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58003.183594 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -58003.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58046.992188 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -58046.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58104.367188 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -58104.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58150.265625 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -58150.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58191.011719 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -58191.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58218.296875 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -58218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58230.589844 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -58230.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58258.367188 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -58258.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58279.300781 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -58279.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58403.488281 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -58403.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58423.503906 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -58423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58437.917969 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -58437.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58471.929688 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -58471.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58504.980469 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -58504.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58514.671875 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -58514.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58526.351562 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -58526.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58543.597656 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -58543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58560.382812 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -58560.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58562.835938 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -58562.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58569.308594 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -58569.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58578.945312 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -58578.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58589.988281 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -58589.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58595.632812 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -58595.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58595.632812 Penalty: 3122.451904
	Iteration 26F: 3 clusters Score -58595.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25673.511719 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25673.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24587.753906 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24587.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24712.470703 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24712.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24746.320312 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24746.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24757.236328 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24757.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24761.099609 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24772.238281 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24772.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24772.238281 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -24772.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -288973.781250 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -288973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -286131.218750 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -286131.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -286646.531250 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -286646.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -286786.312500 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -286786.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286854.500000 Penalty: 3843.663818
	Iteration 3Q: 3 clusters Score -286854.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -286892.281250 Penalty: 3843.663818
	Iteration 4Q: 3 clusters Score -286892.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286918.906250 Penalty: 3843.663818
	Iteration 5Q: 3 clusters Score -286918.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -286940.687500 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -286940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286957.656250 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -286957.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286973.093750 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -286973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -286984.781250 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -286984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -286991.468750 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -286991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -286995.625000 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -286995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287001.375000 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -287001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287003.843750 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -287003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287004.968750 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -287005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287006.718750 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -287006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287009.281250 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -287009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287010.593750 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -287010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287012.562500 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -287012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -287013.156250 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -287013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -287014.687500 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -287014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287016.281250 Penalty: 3843.663818
	Iteration 21Q: 3 clusters Score -287016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287018.125000 Penalty: 3843.663818
	Iteration 22Q: 3 clusters Score -287018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -287020.281250 Penalty: 3843.663818
	Iteration 23Q: 3 clusters Score -287020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287020.437500 Penalty: 3843.663818
	Iteration 24Q: 3 clusters Score -287020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287020.875000 Penalty: 3843.663818
	Iteration 25Q: 3 clusters Score -287020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287020.875000 Penalty: 3843.663818
	Iteration 26F: 3 clusters Score -287020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Entering Unmasked Estep 
Score: -2090988.250000 Penalty: 2407.196533
	Iteration 0F: 2 clusters Score -2090988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2079207.500000 Penalty: 4814.393066
	Iteration 0F: 3 clusters Score -2079208 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2083106.250000 Penalty: 4814.393066
	Iteration 1F: 3 clusters Score -2083106 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2083611.000000 Penalty: 4814.393066
	Iteration 2F: 3 clusters Score -2083611 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2084145.375000 Penalty: 4814.393066
	Iteration 3F: 3 clusters Score -2084145 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2084700.500000 Penalty: 4814.393066
	Iteration 4F: 3 clusters Score -2084700 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2085321.500000 Penalty: 4814.393066
	Iteration 5F: 3 clusters Score -2085322 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2086063.000000 Penalty: 4814.393066
	Iteration 6F: 3 clusters Score -2086063 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2086862.375000 Penalty: 4814.393066
	Iteration 7F: 3 clusters Score -2086862 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2087578.125000 Penalty: 4814.393066
	Iteration 8F: 3 clusters Score -2087578 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2088132.875000 Penalty: 4814.393066
	Iteration 9Q: 3 clusters Score -2088133 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2088502.125000 Penalty: 4814.393066
	Iteration 10Q: 3 clusters Score -2088502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2088732.250000 Penalty: 4814.393066
	Iteration 11Q: 3 clusters Score -2088732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2088881.875000 Penalty: 4814.393066
	Iteration 12Q: 3 clusters Score -2088882 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2088970.250000 Penalty: 4814.393066
	Iteration 13Q: 3 clusters Score -2088970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2089024.625000 Penalty: 4814.393066
	Iteration 14Q: 3 clusters Score -2089025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2089063.250000 Penalty: 4814.393066
	Iteration 15Q: 3 clusters Score -2089063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2089097.750000 Penalty: 4814.393066
	Iteration 16Q: 3 clusters Score -2089098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2089115.000000 Penalty: 4814.393066
	Iteration 17Q: 3 clusters Score -2089115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2089133.250000 Penalty: 4814.393066
	Iteration 18Q: 3 clusters Score -2089133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2089142.000000 Penalty: 4814.393066
	Iteration 19Q: 3 clusters Score -2089142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2089154.875000 Penalty: 4814.393066
	Iteration 20F: 3 clusters Score -2089155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2089164.250000 Penalty: 4814.393066
	Iteration 21Q: 3 clusters Score -2089164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2089174.375000 Penalty: 4814.393066
	Iteration 22Q: 3 clusters Score -2089174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2089182.375000 Penalty: 4814.393066
	Iteration 23Q: 3 clusters Score -2089182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2089185.625000 Penalty: 4814.393066
	Iteration 24Q: 3 clusters Score -2089186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2089187.875000 Penalty: 4814.393066
	Iteration 25Q: 3 clusters Score -2089188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2089193.750000 Penalty: 4814.393066
	Iteration 26Q: 3 clusters Score -2089194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2089197.875000 Penalty: 4814.393066
	Iteration 27Q: 3 clusters Score -2089198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2089198.250000 Penalty: 4814.393066
	Iteration 28Q: 3 clusters Score -2089198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2089199.375000 Penalty: 4814.393066
	Iteration 29Q: 3 clusters Score -2089199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2089196.875000 Penalty: 4814.393066
	Iteration 30Q: 3 clusters Score -2089197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2089198.000000 Penalty: 4814.393066
	Iteration 31Q: 3 clusters Score -2089198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2089197.500000 Penalty: 4814.393066
	Iteration 32Q: 3 clusters Score -2089198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2089208.750000 Penalty: 4814.393066
	Iteration 33Q: 3 clusters Score -2089209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2089209.125000 Penalty: 4814.393066
	Iteration 34Q: 3 clusters Score -2089209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2089207.750000 Penalty: 4814.393066
	Iteration 35Q: 3 clusters Score -2089208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2089207.625000 Penalty: 4814.393066
	Iteration 36Q: 3 clusters Score -2089208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2089207.250000 Penalty: 4814.393066
	Iteration 37Q: 3 clusters Score -2089207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2089206.125000 Penalty: 4814.393066
	Iteration 38Q: 3 clusters Score -2089206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2089207.625000 Penalty: 4814.393066
	Iteration 39Q: 3 clusters Score -2089208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2089207.625000 Penalty: 4814.393066
	Iteration 40F: 3 clusters Score -2089208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2089210.125000 Penalty: 4814.393066
	Iteration 41Q: 3 clusters Score -2089210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2089211.625000 Penalty: 4814.393066
	Iteration 42Q: 3 clusters Score -2089212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2089213.750000 Penalty: 4814.393066
	Iteration 43Q: 3 clusters Score -2089214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2089217.125000 Penalty: 4814.393066
	Iteration 44Q: 3 clusters Score -2089217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2089219.125000 Penalty: 4814.393066
	Iteration 45Q: 3 clusters Score -2089219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2089220.500000 Penalty: 4814.393066
	Iteration 46Q: 3 clusters Score -2089220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2089222.750000 Penalty: 4814.393066
	Iteration 47Q: 3 clusters Score -2089223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2089222.750000 Penalty: 4814.393066
	Iteration 48F: 3 clusters Score -2089223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Entering Unmasked Estep 
Score: -4442117.500000 Penalty: 2613.968750
	Iteration 0F: 2 clusters Score -4442118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4416465.500000 Penalty: 5227.937500
	Iteration 0F: 3 clusters Score -4416466 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4426352.000000 Penalty: 5227.937500
	Iteration 1F: 3 clusters Score -4426352 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4426968.000000 Penalty: 5227.937500
	Iteration 2Q: 3 clusters Score -4426968 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4427647.000000 Penalty: 5227.937500
	Iteration 3Q: 3 clusters Score -4427647 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4428347.500000 Penalty: 5227.937500
	Iteration 4Q: 3 clusters Score -4428348 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4429144.000000 Penalty: 5227.937500
	Iteration 5Q: 3 clusters Score -4429144 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4429999.500000 Penalty: 5227.937500
	Iteration 6Q: 3 clusters Score -4430000 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4431005.500000 Penalty: 5227.937500
	Iteration 7Q: 3 clusters Score -4431006 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4432223.500000 Penalty: 5227.937500
	Iteration 8F: 3 clusters Score -4432224 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -4433718.500000 Penalty: 5227.937500
	Iteration 9F: 3 clusters Score -4433718 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4435210.000000 Penalty: 5227.937500
	Iteration 10F: 3 clusters Score -4435210 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4436569.500000 Penalty: 5227.937500
	Iteration 11Q: 3 clusters Score -4436570 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4437665.500000 Penalty: 5227.937500
	Iteration 12Q: 3 clusters Score -4437666 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4438458.000000 Penalty: 5227.937500
	Iteration 13Q: 3 clusters Score -4438458 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4438890.500000 Penalty: 5227.937500
	Iteration 14Q: 3 clusters Score -4438890 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4439195.000000 Penalty: 5227.937500
	Iteration 15Q: 3 clusters Score -4439195 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4439452.000000 Penalty: 5227.937500
	Iteration 16Q: 3 clusters Score -4439452 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4439656.000000 Penalty: 5227.937500
	Iteration 17Q: 3 clusters Score -4439656 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4439785.500000 Penalty: 5227.937500
	Iteration 18Q: 3 clusters Score -4439786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4439912.500000 Penalty: 5227.937500
	Iteration 19Q: 3 clusters Score -4439912 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4439997.000000 Penalty: 5227.937500
	Iteration 20F: 3 clusters Score -4439997 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4440074.500000 Penalty: 5227.937500
	Iteration 21Q: 3 clusters Score -4440074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4440129.500000 Penalty: 5227.937500
	Iteration 22Q: 3 clusters Score -4440130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4440160.500000 Penalty: 5227.937500
	Iteration 23Q: 3 clusters Score -4440160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4440192.000000 Penalty: 5227.937500
	Iteration 24Q: 3 clusters Score -4440192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4440233.000000 Penalty: 5227.937500
	Iteration 25Q: 3 clusters Score -4440233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4440266.500000 Penalty: 5227.937500
	Iteration 26Q: 3 clusters Score -4440266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4440300.000000 Penalty: 5227.937500
	Iteration 27Q: 3 clusters Score -4440300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4440329.500000 Penalty: 5227.937500
	Iteration 28Q: 3 clusters Score -4440330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4440361.500000 Penalty: 5227.937500
	Iteration 29Q: 3 clusters Score -4440362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4440401.500000 Penalty: 5227.937500
	Iteration 30Q: 3 clusters Score -4440402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4440432.000000 Penalty: 5227.937500
	Iteration 31Q: 3 clusters Score -4440432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4440458.000000 Penalty: 5227.937500
	Iteration 32Q: 3 clusters Score -4440458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4440494.500000 Penalty: 5227.937500
	Iteration 33Q: 3 clusters Score -4440494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4440504.000000 Penalty: 5227.937500
	Iteration 34Q: 3 clusters Score -4440504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4440529.500000 Penalty: 5227.937500
	Iteration 35Q: 3 clusters Score -4440530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4440541.000000 Penalty: 5227.937500
	Iteration 36Q: 3 clusters Score -4440541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4440566.500000 Penalty: 5227.937500
	Iteration 37Q: 3 clusters Score -4440566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4440576.500000 Penalty: 5227.937500
	Iteration 38Q: 3 clusters Score -4440576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4440590.500000 Penalty: 5227.937500
	Iteration 39Q: 3 clusters Score -4440590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4440602.000000 Penalty: 5227.937500
	Iteration 40F: 3 clusters Score -4440602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4440619.000000 Penalty: 5227.937500
	Iteration 41Q: 3 clusters Score -4440619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4440638.000000 Penalty: 5227.937500
	Iteration 42Q: 3 clusters Score -4440638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4440643.500000 Penalty: 5227.937500
	Iteration 43Q: 3 clusters Score -4440644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4440647.000000 Penalty: 5227.937500
	Iteration 44Q: 3 clusters Score -4440647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4440640.500000 Penalty: 5227.937500
	Iteration 45Q: 3 clusters Score -4440640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4440647.500000 Penalty: 5227.937500
	Iteration 46Q: 3 clusters Score -4440648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4440646.500000 Penalty: 5227.937500
	Iteration 47Q: 3 clusters Score -4440646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4440649.500000 Penalty: 5227.937500
	Iteration 48Q: 3 clusters Score -4440650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4440657.500000 Penalty: 5227.937500
	Iteration 49Q: 3 clusters Score -4440658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4440665.500000 Penalty: 5227.937500
	Iteration 50Q: 3 clusters Score -4440666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4440670.500000 Penalty: 5227.937500
	Iteration 51Q: 3 clusters Score -4440670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4440671.500000 Penalty: 5227.937500
	Iteration 52Q: 3 clusters Score -4440672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4440674.000000 Penalty: 5227.937500
	Iteration 53Q: 3 clusters Score -4440674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4440670.500000 Penalty: 5227.937500
	Iteration 54Q: 3 clusters Score -4440670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4440667.000000 Penalty: 5227.937500
	Iteration 55Q: 3 clusters Score -4440667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4440667.000000 Penalty: 5227.937500
	Iteration 56F: 3 clusters Score -4440667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -4329349.000000 Penalty: 2595.076172
	Iteration 0F: 2 clusters Score -4329349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4305641.000000 Penalty: 5190.152344
	Iteration 0F: 3 clusters Score -4305641 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4314514.500000 Penalty: 5190.152344
	Iteration 1F: 3 clusters Score -4314514 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4315489.000000 Penalty: 5190.152344
	Iteration 2F: 3 clusters Score -4315489 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -4316426.500000 Penalty: 5190.152344
	Iteration 3F: 3 clusters Score -4316426 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4317426.000000 Penalty: 5190.152344
	Iteration 4F: 3 clusters Score -4317426 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4318480.000000 Penalty: 5190.152344
	Iteration 5F: 3 clusters Score -4318480 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4319619.000000 Penalty: 5190.152344
	Iteration 6F: 3 clusters Score -4319619 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4320844.500000 Penalty: 5190.152344
	Iteration 7F: 3 clusters Score -4320844 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4321948.500000 Penalty: 5190.152344
	Iteration 8Q: 3 clusters Score -4321948 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4322950.000000 Penalty: 5190.152344
	Iteration 9Q: 3 clusters Score -4322950 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4323887.500000 Penalty: 5190.152344
	Iteration 10Q: 3 clusters Score -4323888 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -4324662.500000 Penalty: 5190.152344
	Iteration 11Q: 3 clusters Score -4324662 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4325269.500000 Penalty: 5190.152344
	Iteration 12Q: 3 clusters Score -4325270 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4325726.000000 Penalty: 5190.152344
	Iteration 13Q: 3 clusters Score -4325726 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4326041.000000 Penalty: 5190.152344
	Iteration 14Q: 3 clusters Score -4326041 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4326326.500000 Penalty: 5190.152344
	Iteration 15Q: 3 clusters Score -4326326 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4326551.000000 Penalty: 5190.152344
	Iteration 16Q: 3 clusters Score -4326551 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4326719.000000 Penalty: 5190.152344
	Iteration 17Q: 3 clusters Score -4326719 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4326881.000000 Penalty: 5190.152344
	Iteration 18Q: 3 clusters Score -4326881 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4326976.000000 Penalty: 5190.152344
	Iteration 19Q: 3 clusters Score -4326976 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4327074.000000 Penalty: 5190.152344
	Iteration 20F: 3 clusters Score -4327074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4327158.000000 Penalty: 5190.152344
	Iteration 21Q: 3 clusters Score -4327158 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4327219.000000 Penalty: 5190.152344
	Iteration 22Q: 3 clusters Score -4327219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4327287.500000 Penalty: 5190.152344
	Iteration 23Q: 3 clusters Score -4327288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4327337.500000 Penalty: 5190.152344
	Iteration 24Q: 3 clusters Score -4327338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4327408.500000 Penalty: 5190.152344
	Iteration 25Q: 3 clusters Score -4327408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4327482.500000 Penalty: 5190.152344
	Iteration 26Q: 3 clusters Score -4327482 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4327562.000000 Penalty: 5190.152344
	Iteration 27Q: 3 clusters Score -4327562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4327639.000000 Penalty: 5190.152344
	Iteration 28Q: 3 clusters Score -4327639 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4327710.000000 Penalty: 5190.152344
	Iteration 29Q: 3 clusters Score -4327710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4327742.500000 Penalty: 5190.152344
	Iteration 30Q: 3 clusters Score -4327742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4327784.000000 Penalty: 5190.152344
	Iteration 31Q: 3 clusters Score -4327784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4327825.000000 Penalty: 5190.152344
	Iteration 32Q: 3 clusters Score -4327825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4327850.000000 Penalty: 5190.152344
	Iteration 33Q: 3 clusters Score -4327850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4327876.500000 Penalty: 5190.152344
	Iteration 34Q: 3 clusters Score -4327876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4327885.500000 Penalty: 5190.152344
	Iteration 35Q: 3 clusters Score -4327886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4327901.000000 Penalty: 5190.152344
	Iteration 36Q: 3 clusters Score -4327901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4327896.000000 Penalty: 5190.152344
	Iteration 37Q: 3 clusters Score -4327896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4327899.500000 Penalty: 5190.152344
	Iteration 38Q: 3 clusters Score -4327900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4327901.500000 Penalty: 5190.152344
	Iteration 39Q: 3 clusters Score -4327902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4327903.500000 Penalty: 5190.152344
	Iteration 40F: 3 clusters Score -4327904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4327911.000000 Penalty: 5190.152344
	Iteration 41Q: 3 clusters Score -4327911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4327913.500000 Penalty: 5190.152344
	Iteration 42Q: 3 clusters Score -4327914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4327914.000000 Penalty: 5190.152344
	Iteration 43Q: 3 clusters Score -4327914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4327911.500000 Penalty: 5190.152344
	Iteration 44Q: 3 clusters Score -4327912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4327921.500000 Penalty: 5190.152344
	Iteration 45Q: 3 clusters Score -4327922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4327920.000000 Penalty: 5190.152344
	Iteration 46Q: 3 clusters Score -4327920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4327919.500000 Penalty: 5190.152344
	Iteration 47Q: 3 clusters Score -4327920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4327921.500000 Penalty: 5190.152344
	Iteration 48Q: 3 clusters Score -4327922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -4327921.000000 Penalty: 5190.152344
	Iteration 49Q: 3 clusters Score -4327921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4327919.500000 Penalty: 5190.152344
	Iteration 50Q: 3 clusters Score -4327920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4327922.000000 Penalty: 5190.152344
	Iteration 51Q: 3 clusters Score -4327922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4327919.000000 Penalty: 5190.152344
	Iteration 52Q: 3 clusters Score -4327919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4327920.000000 Penalty: 5190.152344
	Iteration 53Q: 3 clusters Score -4327920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4327920.500000 Penalty: 5190.152344
	Iteration 54Q: 3 clusters Score -4327920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4327920.500000 Penalty: 5190.152344
	Iteration 55F: 3 clusters Score -4327920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -143920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141838.687500 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -141838.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142197.578125 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -142197.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -142342.515625 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -142342.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142487.984375 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -142488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142640.781250 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -142640.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142822.781250 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -142822.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -143005.046875 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -143005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143093.500000 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -143093.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143190.687500 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -143190.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143298.375000 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -143298.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143352.218750 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -143352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143372.671875 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -143372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143386.968750 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -143387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -143394.015625 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -143394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -143394.015625 Penalty: 3530.134033
	Iteration 14F: 3 clusters Score -143394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -699178.562500 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -699178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -693816.062500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -693816.1 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -695500.312500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -695500.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -696033.812500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -696033.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -696440.000000 Penalty: 4351.061035
	Iteration 3F: 3 clusters Score -696440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -696661.375000 Penalty: 4351.061035
	Iteration 4F: 3 clusters Score -696661.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -696817.687500 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -696817.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -696947.312500 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -696947.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -697037.062500 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -697037.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -697117.812500 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -697117.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -697175.312500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -697175.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -697216.937500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -697216.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -697258.437500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -697258.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -697288.000000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -697288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -697309.437500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -697309.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -697328.687500 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -697328.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -697350.375000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -697350.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -697365.500000 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -697365.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -697372.812500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -697372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -697381.312500 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -697381.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -697394.437500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -697394.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -697403.312500 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -697403.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -697413.187500 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -697413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -697418.437500 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -697418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -697421.375000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -697421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -697423.375000 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -697423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -697427.687500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -697427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -697429.875000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -697429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -697432.562500 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -697432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -697434.000000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -697434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -697434.250000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -697434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -697436.500000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -697436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -697436.687500 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -697436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -697436.125000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -697436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -697436.750000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -697436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -697436.937500 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -697436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -697439.250000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -697439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -697440.687500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -697440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -697441.500000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -697441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -697439.937500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -697439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -697440.687500 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -697440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -697440.687500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -697440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Entering Unmasked Estep 
Score: -1747425.375000 Penalty: 2372.711670
	Iteration 0F: 2 clusters Score -1747425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1737002.250000 Penalty: 4745.423340
	Iteration 0F: 3 clusters Score -1737002 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1740301.750000 Penalty: 4745.423340
	Iteration 1F: 3 clusters Score -1740302 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1740839.750000 Penalty: 4745.423340
	Iteration 2F: 3 clusters Score -1740840 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1741381.500000 Penalty: 4745.423340
	Iteration 3F: 3 clusters Score -1741382 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1742082.625000 Penalty: 4745.423340
	Iteration 4F: 3 clusters Score -1742083 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1742889.000000 Penalty: 4745.423340
	Iteration 5F: 3 clusters Score -1742889 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1743691.125000 Penalty: 4745.423340
	Iteration 6F: 3 clusters Score -1743691 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1744378.750000 Penalty: 4745.423340
	Iteration 7F: 3 clusters Score -1744379 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1744885.750000 Penalty: 4745.423340
	Iteration 8F: 3 clusters Score -1744886 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1745225.750000 Penalty: 4745.423340
	Iteration 9Q: 3 clusters Score -1745226 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1745488.375000 Penalty: 4745.423340
	Iteration 10Q: 3 clusters Score -1745488 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1745746.250000 Penalty: 4745.423340
	Iteration 11Q: 3 clusters Score -1745746 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1745973.875000 Penalty: 4745.423340
	Iteration 12Q: 3 clusters Score -1745974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1746163.625000 Penalty: 4745.423340
	Iteration 13Q: 3 clusters Score -1746164 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1746278.000000 Penalty: 4745.423340
	Iteration 14Q: 3 clusters Score -1746278 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1746357.625000 Penalty: 4745.423340
	Iteration 15Q: 3 clusters Score -1746358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1746408.875000 Penalty: 4745.423340
	Iteration 16Q: 3 clusters Score -1746409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1746445.375000 Penalty: 4745.423340
	Iteration 17Q: 3 clusters Score -1746445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1746470.500000 Penalty: 4745.423340
	Iteration 18Q: 3 clusters Score -1746470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1746485.250000 Penalty: 4745.423340
	Iteration 19Q: 3 clusters Score -1746485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1746495.875000 Penalty: 4745.423340
	Iteration 20F: 3 clusters Score -1746496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1746514.375000 Penalty: 4745.423340
	Iteration 21Q: 3 clusters Score -1746514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1746522.375000 Penalty: 4745.423340
	Iteration 22Q: 3 clusters Score -1746522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1746527.750000 Penalty: 4745.423340
	Iteration 23Q: 3 clusters Score -1746528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1746538.375000 Penalty: 4745.423340
	Iteration 24Q: 3 clusters Score -1746538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1746551.375000 Penalty: 4745.423340
	Iteration 25Q: 3 clusters Score -1746551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1746606.750000 Penalty: 4745.423340
	Iteration 26Q: 3 clusters Score -1746607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1746690.750000 Penalty: 4745.423340
	Iteration 27Q: 3 clusters Score -1746691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1746731.500000 Penalty: 4745.423340
	Iteration 28Q: 3 clusters Score -1746732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1746760.250000 Penalty: 4745.423340
	Iteration 29Q: 3 clusters Score -1746760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1746786.750000 Penalty: 4745.423340
	Iteration 30Q: 3 clusters Score -1746787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1746798.875000 Penalty: 4745.423340
	Iteration 31Q: 3 clusters Score -1746799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1746801.875000 Penalty: 4745.423340
	Iteration 32Q: 3 clusters Score -1746802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1746812.625000 Penalty: 4745.423340
	Iteration 33Q: 3 clusters Score -1746813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1746814.000000 Penalty: 4745.423340
	Iteration 34Q: 3 clusters Score -1746814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1746817.750000 Penalty: 4745.423340
	Iteration 35Q: 3 clusters Score -1746818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1746823.625000 Penalty: 4745.423340
	Iteration 36Q: 3 clusters Score -1746824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1746821.250000 Penalty: 4745.423340
	Iteration 37Q: 3 clusters Score -1746821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1746823.875000 Penalty: 4745.423340
	Iteration 38Q: 3 clusters Score -1746824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1746823.250000 Penalty: 4745.423340
	Iteration 39Q: 3 clusters Score -1746823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1746823.250000 Penalty: 4745.423340
	Iteration 40F: 3 clusters Score -1746823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1342145.750000 Penalty: 2309.866943
	Iteration 0F: 2 clusters Score -1342146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1333868.875000 Penalty: 4619.733887
	Iteration 0F: 3 clusters Score -1333869 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1336511.000000 Penalty: 4619.733887
	Iteration 1F: 3 clusters Score -1336511 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1336906.500000 Penalty: 4619.733887
	Iteration 2F: 3 clusters Score -1336906 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1337233.375000 Penalty: 4619.733887
	Iteration 3F: 3 clusters Score -1337233 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1337506.750000 Penalty: 4619.733887
	Iteration 4Q: 3 clusters Score -1337507 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1337777.625000 Penalty: 4619.733887
	Iteration 5Q: 3 clusters Score -1337778 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1337979.375000 Penalty: 4619.733887
	Iteration 6Q: 3 clusters Score -1337979 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1338169.875000 Penalty: 4619.733887
	Iteration 7Q: 3 clusters Score -1338170 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1338387.000000 Penalty: 4619.733887
	Iteration 8Q: 3 clusters Score -1338387 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1338631.125000 Penalty: 4619.733887
	Iteration 9Q: 3 clusters Score -1338631 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1338869.250000 Penalty: 4619.733887
	Iteration 10Q: 3 clusters Score -1338869 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1339155.125000 Penalty: 4619.733887
	Iteration 11Q: 3 clusters Score -1339155 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1339489.875000 Penalty: 4619.733887
	Iteration 12Q: 3 clusters Score -1339490 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1339922.750000 Penalty: 4619.733887
	Iteration 13Q: 3 clusters Score -1339923 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1340383.625000 Penalty: 4619.733887
	Iteration 14Q: 3 clusters Score -1340384 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1340821.500000 Penalty: 4619.733887
	Iteration 15Q: 3 clusters Score -1340822 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1341142.625000 Penalty: 4619.733887
	Iteration 16Q: 3 clusters Score -1341143 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1341328.125000 Penalty: 4619.733887
	Iteration 17Q: 3 clusters Score -1341328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1341420.375000 Penalty: 4619.733887
	Iteration 18Q: 3 clusters Score -1341420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1341462.000000 Penalty: 4619.733887
	Iteration 19Q: 3 clusters Score -1341462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1341495.625000 Penalty: 4619.733887
	Iteration 20F: 3 clusters Score -1341496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1341508.375000 Penalty: 4619.733887
	Iteration 21Q: 3 clusters Score -1341508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1341516.875000 Penalty: 4619.733887
	Iteration 22Q: 3 clusters Score -1341517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1341518.250000 Penalty: 4619.733887
	Iteration 23Q: 3 clusters Score -1341518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1341518.125000 Penalty: 4619.733887
	Iteration 24Q: 3 clusters Score -1341518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1341522.000000 Penalty: 4619.733887
	Iteration 25Q: 3 clusters Score -1341522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1341522.875000 Penalty: 4619.733887
	Iteration 26Q: 3 clusters Score -1341523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1341524.625000 Penalty: 4619.733887
	Iteration 27Q: 3 clusters Score -1341525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1341522.000000 Penalty: 4619.733887
	Iteration 28Q: 3 clusters Score -1341522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1341518.875000 Penalty: 4619.733887
	Iteration 29Q: 3 clusters Score -1341519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1341519.125000 Penalty: 4619.733887
	Iteration 30Q: 3 clusters Score -1341519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1341521.875000 Penalty: 4619.733887
	Iteration 31Q: 3 clusters Score -1341522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1341519.625000 Penalty: 4619.733887
	Iteration 32Q: 3 clusters Score -1341520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1341522.750000 Penalty: 4619.733887
	Iteration 33Q: 3 clusters Score -1341523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1341524.000000 Penalty: 4619.733887
	Iteration 34Q: 3 clusters Score -1341524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1341522.625000 Penalty: 4619.733887
	Iteration 35Q: 3 clusters Score -1341523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1341522.625000 Penalty: 4619.733887
	Iteration 36F: 3 clusters Score -1341523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -1231971.000000 Penalty: 2290.554199
	Iteration 0F: 2 clusters Score -1231971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1224143.500000 Penalty: 4581.108398
	Iteration 0F: 3 clusters Score -1224144 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1226584.625000 Penalty: 4581.108398
	Iteration 1F: 3 clusters Score -1226585 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1227161.000000 Penalty: 4581.108398
	Iteration 2F: 3 clusters Score -1227161 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1227790.250000 Penalty: 4581.108398
	Iteration 3F: 3 clusters Score -1227790 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1228356.875000 Penalty: 4581.108398
	Iteration 4F: 3 clusters Score -1228357 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1228844.875000 Penalty: 4581.108398
	Iteration 5F: 3 clusters Score -1228845 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1229271.750000 Penalty: 4581.108398
	Iteration 6F: 3 clusters Score -1229272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1229617.500000 Penalty: 4581.108398
	Iteration 7Q: 3 clusters Score -1229618 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1229884.125000 Penalty: 4581.108398
	Iteration 8Q: 3 clusters Score -1229884 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1230034.125000 Penalty: 4581.108398
	Iteration 9Q: 3 clusters Score -1230034 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1230140.125000 Penalty: 4581.108398
	Iteration 10Q: 3 clusters Score -1230140 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1230207.750000 Penalty: 4581.108398
	Iteration 11Q: 3 clusters Score -1230208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1230257.250000 Penalty: 4581.108398
	Iteration 12Q: 3 clusters Score -1230257 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1230297.250000 Penalty: 4581.108398
	Iteration 13Q: 3 clusters Score -1230297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1230319.000000 Penalty: 4581.108398
	Iteration 14Q: 3 clusters Score -1230319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1230343.250000 Penalty: 4581.108398
	Iteration 15Q: 3 clusters Score -1230343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1230357.625000 Penalty: 4581.108398
	Iteration 16Q: 3 clusters Score -1230358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1230377.875000 Penalty: 4581.108398
	Iteration 17Q: 3 clusters Score -1230378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1230394.625000 Penalty: 4581.108398
	Iteration 18Q: 3 clusters Score -1230395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1230401.750000 Penalty: 4581.108398
	Iteration 19Q: 3 clusters Score -1230402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1230408.625000 Penalty: 4581.108398
	Iteration 20F: 3 clusters Score -1230409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1230413.500000 Penalty: 4581.108398
	Iteration 21Q: 3 clusters Score -1230414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1230418.250000 Penalty: 4581.108398
	Iteration 22Q: 3 clusters Score -1230418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1230422.625000 Penalty: 4581.108398
	Iteration 23Q: 3 clusters Score -1230423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1230424.000000 Penalty: 4581.108398
	Iteration 24Q: 3 clusters Score -1230424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1230427.500000 Penalty: 4581.108398
	Iteration 25Q: 3 clusters Score -1230428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1230430.875000 Penalty: 4581.108398
	Iteration 26Q: 3 clusters Score -1230431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1230430.250000 Penalty: 4581.108398
	Iteration 27Q: 3 clusters Score -1230430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1230428.125000 Penalty: 4581.108398
	Iteration 28Q: 3 clusters Score -1230428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1230429.250000 Penalty: 4581.108398
	Iteration 29Q: 3 clusters Score -1230429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1230431.625000 Penalty: 4581.108398
	Iteration 30Q: 3 clusters Score -1230432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1230434.375000 Penalty: 4581.108398
	Iteration 31Q: 3 clusters Score -1230434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1230434.375000 Penalty: 4581.108398
	Iteration 32F: 3 clusters Score -1230434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Entering Unmasked Estep 
Score: -3461164.750000 Penalty: 2538.640625
	Iteration 0F: 2 clusters Score -3461165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3442101.000000 Penalty: 5077.281250
	Iteration 0F: 3 clusters Score -3442101 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3448952.750000 Penalty: 5077.281250
	Iteration 1F: 3 clusters Score -3448953 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3449551.250000 Penalty: 5077.281250
	Iteration 2F: 3 clusters Score -3449551 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3450173.000000 Penalty: 5077.281250
	Iteration 3F: 3 clusters Score -3450173 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3450883.250000 Penalty: 5077.281250
	Iteration 4F: 3 clusters Score -3450883 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3451675.750000 Penalty: 5077.281250
	Iteration 5F: 3 clusters Score -3451676 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3452760.500000 Penalty: 5077.281250
	Iteration 6F: 3 clusters Score -3452760 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3454095.500000 Penalty: 5077.281250
	Iteration 7F: 3 clusters Score -3454096 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3455480.500000 Penalty: 5077.281250
	Iteration 8F: 3 clusters Score -3455480 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3456706.750000 Penalty: 5077.281250
	Iteration 9F: 3 clusters Score -3456707 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3457676.250000 Penalty: 5077.281250
	Iteration 10Q: 3 clusters Score -3457676 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3458258.500000 Penalty: 5077.281250
	Iteration 11Q: 3 clusters Score -3458258 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3458589.750000 Penalty: 5077.281250
	Iteration 12Q: 3 clusters Score -3458590 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3458760.500000 Penalty: 5077.281250
	Iteration 13Q: 3 clusters Score -3458760 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3458863.750000 Penalty: 5077.281250
	Iteration 14Q: 3 clusters Score -3458864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3458916.000000 Penalty: 5077.281250
	Iteration 15Q: 3 clusters Score -3458916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3458954.250000 Penalty: 5077.281250
	Iteration 16Q: 3 clusters Score -3458954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3458982.500000 Penalty: 5077.281250
	Iteration 17Q: 3 clusters Score -3458982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3458998.500000 Penalty: 5077.281250
	Iteration 18Q: 3 clusters Score -3458998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3459008.750000 Penalty: 5077.281250
	Iteration 19Q: 3 clusters Score -3459009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3459020.500000 Penalty: 5077.281250
	Iteration 20F: 3 clusters Score -3459020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3459036.250000 Penalty: 5077.281250
	Iteration 21Q: 3 clusters Score -3459036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3459044.250000 Penalty: 5077.281250
	Iteration 22Q: 3 clusters Score -3459044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3459051.000000 Penalty: 5077.281250
	Iteration 23Q: 3 clusters Score -3459051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3459059.500000 Penalty: 5077.281250
	Iteration 24Q: 3 clusters Score -3459060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3459066.750000 Penalty: 5077.281250
	Iteration 25Q: 3 clusters Score -3459067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3459075.000000 Penalty: 5077.281250
	Iteration 26Q: 3 clusters Score -3459075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3459080.500000 Penalty: 5077.281250
	Iteration 27Q: 3 clusters Score -3459080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3459083.000000 Penalty: 5077.281250
	Iteration 28Q: 3 clusters Score -3459083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3459084.000000 Penalty: 5077.281250
	Iteration 29Q: 3 clusters Score -3459084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3459092.250000 Penalty: 5077.281250
	Iteration 30Q: 3 clusters Score -3459092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3459096.000000 Penalty: 5077.281250
	Iteration 31Q: 3 clusters Score -3459096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3459094.250000 Penalty: 5077.281250
	Iteration 32Q: 3 clusters Score -3459094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3459094.250000 Penalty: 5077.281250
	Iteration 33F: 3 clusters Score -3459094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Entering Unmasked Estep 
Score: -4843064.500000 Penalty: 2621.762939
	Iteration 0F: 2 clusters Score -4843064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4816485.000000 Penalty: 5243.525879
	Iteration 0F: 3 clusters Score -4816485 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4826422.500000 Penalty: 5243.525879
	Iteration 1F: 3 clusters Score -4826422 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4827096.000000 Penalty: 5243.525879
	Iteration 2Q: 3 clusters Score -4827096 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4827864.500000 Penalty: 5243.525879
	Iteration 3Q: 3 clusters Score -4827864 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4828881.500000 Penalty: 5243.525879
	Iteration 4Q: 3 clusters Score -4828882 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4830236.500000 Penalty: 5243.525879
	Iteration 5F: 3 clusters Score -4830236 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4831827.500000 Penalty: 5243.525879
	Iteration 6F: 3 clusters Score -4831828 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4833375.500000 Penalty: 5243.525879
	Iteration 7F: 3 clusters Score -4833376 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4834594.500000 Penalty: 5243.525879
	Iteration 8F: 3 clusters Score -4834594 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4835529.000000 Penalty: 5243.525879
	Iteration 9Q: 3 clusters Score -4835529 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -4836284.000000 Penalty: 5243.525879
	Iteration 10Q: 3 clusters Score -4836284 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4836914.500000 Penalty: 5243.525879
	Iteration 11Q: 3 clusters Score -4836914 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4837481.000000 Penalty: 5243.525879
	Iteration 12Q: 3 clusters Score -4837481 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4838039.000000 Penalty: 5243.525879
	Iteration 13Q: 3 clusters Score -4838039 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4838539.500000 Penalty: 5243.525879
	Iteration 14Q: 3 clusters Score -4838540 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4838944.000000 Penalty: 5243.525879
	Iteration 15Q: 3 clusters Score -4838944 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4839329.000000 Penalty: 5243.525879
	Iteration 16Q: 3 clusters Score -4839329 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -4839636.000000 Penalty: 5243.525879
	Iteration 17Q: 3 clusters Score -4839636 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4839966.500000 Penalty: 5243.525879
	Iteration 18Q: 3 clusters Score -4839966 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4840165.000000 Penalty: 5243.525879
	Iteration 19Q: 3 clusters Score -4840165 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4840346.500000 Penalty: 5243.525879
	Iteration 20F: 3 clusters Score -4840346 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4840468.500000 Penalty: 5243.525879
	Iteration 21Q: 3 clusters Score -4840468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4840589.000000 Penalty: 5243.525879
	Iteration 22Q: 3 clusters Score -4840589 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4840675.000000 Penalty: 5243.525879
	Iteration 23Q: 3 clusters Score -4840675 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4840717.000000 Penalty: 5243.525879
	Iteration 24Q: 3 clusters Score -4840717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4840767.500000 Penalty: 5243.525879
	Iteration 25Q: 3 clusters Score -4840768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4840813.000000 Penalty: 5243.525879
	Iteration 26Q: 3 clusters Score -4840813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4840841.500000 Penalty: 5243.525879
	Iteration 27Q: 3 clusters Score -4840842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4840864.500000 Penalty: 5243.525879
	Iteration 28Q: 3 clusters Score -4840864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4840881.000000 Penalty: 5243.525879
	Iteration 29Q: 3 clusters Score -4840881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4840893.000000 Penalty: 5243.525879
	Iteration 30Q: 3 clusters Score -4840893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4840893.000000 Penalty: 5243.525879
	Iteration 31Q: 3 clusters Score -4840893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -4840907.000000 Penalty: 5243.525879
	Iteration 32Q: 3 clusters Score -4840907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4840905.500000 Penalty: 5243.525879
	Iteration 33Q: 3 clusters Score -4840906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -4840917.000000 Penalty: 5243.525879
	Iteration 34Q: 3 clusters Score -4840917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4840922.000000 Penalty: 5243.525879
	Iteration 35Q: 3 clusters Score -4840922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4840929.500000 Penalty: 5243.525879
	Iteration 36Q: 3 clusters Score -4840930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4840938.000000 Penalty: 5243.525879
	Iteration 37Q: 3 clusters Score -4840938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4840941.500000 Penalty: 5243.525879
	Iteration 38Q: 3 clusters Score -4840942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4840945.500000 Penalty: 5243.525879
	Iteration 39Q: 3 clusters Score -4840946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4840952.500000 Penalty: 5243.525879
	Iteration 40F: 3 clusters Score -4840952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4840955.500000 Penalty: 5243.525879
	Iteration 41Q: 3 clusters Score -4840956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4840954.500000 Penalty: 5243.525879
	Iteration 42Q: 3 clusters Score -4840954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4840958.000000 Penalty: 5243.525879
	Iteration 43Q: 3 clusters Score -4840958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4840967.000000 Penalty: 5243.525879
	Iteration 44Q: 3 clusters Score -4840967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4840971.500000 Penalty: 5243.525879
	Iteration 45Q: 3 clusters Score -4840972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4840978.500000 Penalty: 5243.525879
	Iteration 46Q: 3 clusters Score -4840978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4840983.000000 Penalty: 5243.525879
	Iteration 47Q: 3 clusters Score -4840983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4840985.500000 Penalty: 5243.525879
	Iteration 48Q: 3 clusters Score -4840986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4840992.000000 Penalty: 5243.525879
	Iteration 49Q: 3 clusters Score -4840992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4840994.500000 Penalty: 5243.525879
	Iteration 50Q: 3 clusters Score -4840994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4840999.000000 Penalty: 5243.525879
	Iteration 51Q: 3 clusters Score -4840999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4841000.500000 Penalty: 5243.525879
	Iteration 52Q: 3 clusters Score -4841000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4841010.000000 Penalty: 5243.525879
	Iteration 53Q: 3 clusters Score -4841010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4841018.500000 Penalty: 5243.525879
	Iteration 54Q: 3 clusters Score -4841018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4841026.000000 Penalty: 5243.525879
	Iteration 55Q: 3 clusters Score -4841026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4841021.000000 Penalty: 5243.525879
	Iteration 56Q: 3 clusters Score -4841021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4841025.000000 Penalty: 5243.525879
	Iteration 57Q: 3 clusters Score -4841025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4841023.500000 Penalty: 5243.525879
	Iteration 58Q: 3 clusters Score -4841024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4841032.500000 Penalty: 5243.525879
	Iteration 59Q: 3 clusters Score -4841032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4841038.000000 Penalty: 5243.525879
	Iteration 60F: 3 clusters Score -4841038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4841044.000000 Penalty: 5243.525879
	Iteration 61Q: 3 clusters Score -4841044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4841045.500000 Penalty: 5243.525879
	Iteration 62Q: 3 clusters Score -4841046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4841045.500000 Penalty: 5243.525879
	Iteration 63Q: 3 clusters Score -4841046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4841046.000000 Penalty: 5243.525879
	Iteration 64Q: 3 clusters Score -4841046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4841046.000000 Penalty: 5243.525879
	Iteration 65F: 3 clusters Score -4841046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -922460.437500 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -922460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -916363.937500 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -916363.9 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -917971.062500 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -917971.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -918219.750000 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -918219.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -918380.687500 Penalty: 4428.474121
	Iteration 3Q: 3 clusters Score -918380.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -918507.500000 Penalty: 4428.474121
	Iteration 4Q: 3 clusters Score -918507.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -918609.187500 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -918609.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -918690.437500 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -918690.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -918774.625000 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -918774.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -918853.937500 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -918853.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -918931.812500 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -918931.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -919005.125000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -919005.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -919078.250000 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -919078.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -919166.687500 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -919166.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -919289.437500 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -919289.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -919433.437500 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -919433.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -919593.812500 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -919593.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -919762.000000 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -919762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -919927.562500 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -919927.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -920059.250000 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -920059.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -920174.000000 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -920174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -920267.250000 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -920267.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -920341.500000 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -920341.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -920402.250000 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -920402.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -920442.312500 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -920442.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -920471.750000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -920471.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -920498.125000 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -920498.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -920512.625000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -920512.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -920526.187500 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -920526.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -920538.812500 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -920538.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -920553.062500 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -920553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -920557.000000 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -920557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -920565.125000 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -920565.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -920571.562500 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -920571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -920573.125000 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -920573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -920577.687500 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -920577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -920582.375000 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -920582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -920586.437500 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -920586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -920588.000000 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -920588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -920589.250000 Penalty: 4428.474121
	Iteration 38Q: 3 clusters Score -920589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -920593.125000 Penalty: 4428.474121
	Iteration 39Q: 3 clusters Score -920593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -920593.375000 Penalty: 4428.474121
	Iteration 40F: 3 clusters Score -920593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -920594.625000 Penalty: 4428.474121
	Iteration 41Q: 3 clusters Score -920594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -920595.437500 Penalty: 4428.474121
	Iteration 42Q: 3 clusters Score -920595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -920595.750000 Penalty: 4428.474121
	Iteration 43Q: 3 clusters Score -920595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -920595.750000 Penalty: 4428.474121
	Iteration 44F: 3 clusters Score -920595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Entering Unmasked Estep 
Score: -3267407.500000 Penalty: 2526.107910
	Iteration 0F: 2 clusters Score -3267408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3249068.750000 Penalty: 5052.215820
	Iteration 0F: 3 clusters Score -3249069 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3255686.000000 Penalty: 5052.215820
	Iteration 1F: 3 clusters Score -3255686 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3256479.250000 Penalty: 5052.215820
	Iteration 2F: 3 clusters Score -3256479 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3257479.750000 Penalty: 5052.215820
	Iteration 3F: 3 clusters Score -3257480 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3258872.000000 Penalty: 5052.215820
	Iteration 4F: 3 clusters Score -3258872 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3260440.500000 Penalty: 5052.215820
	Iteration 5F: 3 clusters Score -3260440 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3261779.500000 Penalty: 5052.215820
	Iteration 6F: 3 clusters Score -3261780 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3262703.250000 Penalty: 5052.215820
	Iteration 7F: 3 clusters Score -3262703 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3263301.000000 Penalty: 5052.215820
	Iteration 8Q: 3 clusters Score -3263301 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3263595.500000 Penalty: 5052.215820
	Iteration 9Q: 3 clusters Score -3263596 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3263785.250000 Penalty: 5052.215820
	Iteration 10Q: 3 clusters Score -3263785 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3263923.250000 Penalty: 5052.215820
	Iteration 11Q: 3 clusters Score -3263923 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3264027.000000 Penalty: 5052.215820
	Iteration 12Q: 3 clusters Score -3264027 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3264122.250000 Penalty: 5052.215820
	Iteration 13Q: 3 clusters Score -3264122 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3264227.750000 Penalty: 5052.215820
	Iteration 14Q: 3 clusters Score -3264228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3264317.500000 Penalty: 5052.215820
	Iteration 15Q: 3 clusters Score -3264318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3264406.000000 Penalty: 5052.215820
	Iteration 16Q: 3 clusters Score -3264406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3264495.500000 Penalty: 5052.215820
	Iteration 17Q: 3 clusters Score -3264496 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3264595.500000 Penalty: 5052.215820
	Iteration 18Q: 3 clusters Score -3264596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3264696.500000 Penalty: 5052.215820
	Iteration 19Q: 3 clusters Score -3264696 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3264815.750000 Penalty: 5052.215820
	Iteration 20F: 3 clusters Score -3264816 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3264964.000000 Penalty: 5052.215820
	Iteration 21Q: 3 clusters Score -3264964 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3265185.250000 Penalty: 5052.215820
	Iteration 22Q: 3 clusters Score -3265185 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3265484.250000 Penalty: 5052.215820
	Iteration 23Q: 3 clusters Score -3265484 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3265710.250000 Penalty: 5052.215820
	Iteration 24Q: 3 clusters Score -3265710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3265924.000000 Penalty: 5052.215820
	Iteration 25Q: 3 clusters Score -3265924 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3266055.250000 Penalty: 5052.215820
	Iteration 26Q: 3 clusters Score -3266055 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3266150.750000 Penalty: 5052.215820
	Iteration 27Q: 3 clusters Score -3266151 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3266212.500000 Penalty: 5052.215820
	Iteration 28Q: 3 clusters Score -3266212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3266247.500000 Penalty: 5052.215820
	Iteration 29Q: 3 clusters Score -3266248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3266280.750000 Penalty: 5052.215820
	Iteration 30Q: 3 clusters Score -3266281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3266316.500000 Penalty: 5052.215820
	Iteration 31Q: 3 clusters Score -3266316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3266337.250000 Penalty: 5052.215820
	Iteration 32Q: 3 clusters Score -3266337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3266353.500000 Penalty: 5052.215820
	Iteration 33Q: 3 clusters Score -3266354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3266363.000000 Penalty: 5052.215820
	Iteration 34Q: 3 clusters Score -3266363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3266371.500000 Penalty: 5052.215820
	Iteration 35Q: 3 clusters Score -3266372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3266379.250000 Penalty: 5052.215820
	Iteration 36Q: 3 clusters Score -3266379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3266377.250000 Penalty: 5052.215820
	Iteration 37Q: 3 clusters Score -3266377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3266383.750000 Penalty: 5052.215820
	Iteration 38Q: 3 clusters Score -3266384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3266383.750000 Penalty: 5052.215820
	Iteration 39Q: 3 clusters Score -3266384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3266386.250000 Penalty: 5052.215820
	Iteration 40F: 3 clusters Score -3266386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3266394.500000 Penalty: 5052.215820
	Iteration 41Q: 3 clusters Score -3266394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3266395.500000 Penalty: 5052.215820
	Iteration 42Q: 3 clusters Score -3266396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3266400.250000 Penalty: 5052.215820
	Iteration 43Q: 3 clusters Score -3266400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3266404.750000 Penalty: 5052.215820
	Iteration 44Q: 3 clusters Score -3266405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3266403.500000 Penalty: 5052.215820
	Iteration 45Q: 3 clusters Score -3266404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3266405.250000 Penalty: 5052.215820
	Iteration 46Q: 3 clusters Score -3266405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3266403.250000 Penalty: 5052.215820
	Iteration 47Q: 3 clusters Score -3266403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3266403.750000 Penalty: 5052.215820
	Iteration 48Q: 3 clusters Score -3266404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3266406.250000 Penalty: 5052.215820
	Iteration 49Q: 3 clusters Score -3266406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3266410.250000 Penalty: 5052.215820
	Iteration 50Q: 3 clusters Score -3266410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3266402.000000 Penalty: 5052.215820
	Iteration 51Q: 3 clusters Score -3266402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3266401.500000 Penalty: 5052.215820
	Iteration 52Q: 3 clusters Score -3266402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3266402.500000 Penalty: 5052.215820
	Iteration 53Q: 3 clusters Score -3266402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3266405.000000 Penalty: 5052.215820
	Iteration 54Q: 3 clusters Score -3266405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3266405.000000 Penalty: 5052.215820
	Iteration 55Q: 3 clusters Score -3266405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3266415.500000 Penalty: 5052.215820
	Iteration 56Q: 3 clusters Score -3266416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3266412.500000 Penalty: 5052.215820
	Iteration 57Q: 3 clusters Score -3266412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3266417.250000 Penalty: 5052.215820
	Iteration 58Q: 3 clusters Score -3266417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3266419.500000 Penalty: 5052.215820
	Iteration 59Q: 3 clusters Score -3266420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3266419.000000 Penalty: 5052.215820
	Iteration 60F: 3 clusters Score -3266419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3266418.000000 Penalty: 5052.215820
	Iteration 61Q: 3 clusters Score -3266418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3266420.750000 Penalty: 5052.215820
	Iteration 62Q: 3 clusters Score -3266421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3266421.000000 Penalty: 5052.215820
	Iteration 63Q: 3 clusters Score -3266421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3266422.500000 Penalty: 5052.215820
	Iteration 64Q: 3 clusters Score -3266422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3266422.500000 Penalty: 5052.215820
	Iteration 65F: 3 clusters Score -3266422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -305931.625000 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -305931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302891.531250 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -302891.5 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -303619.531250 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -303619.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303808.437500 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -303808.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303908.406250 Penalty: 3920.366943
	Iteration 3Q: 3 clusters Score -303908.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -303999.625000 Penalty: 3920.366943
	Iteration 4Q: 3 clusters Score -303999.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -304070.343750 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -304070.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -304122.593750 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -304122.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -304150.187500 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -304150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -304163.500000 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -304163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -304177.968750 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -304178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -304193.437500 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -304193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -304201.531250 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -304201.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -304209.843750 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -304209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -304213.937500 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -304213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -304218.312500 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -304218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -304225.625000 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -304225.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -304230.875000 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -304230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304234.968750 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -304235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304239.406250 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -304239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -304246.312500 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -304246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304249.531250 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -304249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304251.218750 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -304251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -304254.093750 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -304254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -304254.562500 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -304254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -304257.281250 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -304257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -304260.406250 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -304260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -304261.343750 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -304261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -304262.156250 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -304262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -304263.500000 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -304263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -304263.781250 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -304263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304264.875000 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -304264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -304265.218750 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -304265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -304266.593750 Penalty: 3920.366943
	Iteration 32Q: 3 clusters Score -304266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304266.687500 Penalty: 3920.366943
	Iteration 33Q: 3 clusters Score -304266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -304266.687500 Penalty: 3920.366943
	Iteration 34F: 3 clusters Score -304266.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Entering Unmasked Estep 
Score: -7756093.000000 Penalty: 2735.268799
	Iteration 0F: 2 clusters Score -7756093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7714758.500000 Penalty: 5470.537598
	Iteration 0F: 3 clusters Score -7714758 nChanged 28703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7730583.000000 Penalty: 5470.537598
	Iteration 1F: 3 clusters Score -7730583 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -7731202.000000 Penalty: 5470.537598
	Iteration 2Q: 3 clusters Score -7731202 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7731741.500000 Penalty: 5470.537598
	Iteration 3Q: 3 clusters Score -7731742 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -7732192.000000 Penalty: 5470.537598
	Iteration 4Q: 3 clusters Score -7732192 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -7732699.000000 Penalty: 5470.537598
	Iteration 5Q: 3 clusters Score -7732699 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -7733248.000000 Penalty: 5470.537598
	Iteration 6Q: 3 clusters Score -7733248 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -7733860.500000 Penalty: 5470.537598
	Iteration 7Q: 3 clusters Score -7733860 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -7734658.500000 Penalty: 5470.537598
	Iteration 8Q: 3 clusters Score -7734658 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7735748.500000 Penalty: 5470.537598
	Iteration 9Q: 3 clusters Score -7735748 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -7737399.500000 Penalty: 5470.537598
	Iteration 10Q: 3 clusters Score -7737400 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7739449.500000 Penalty: 5470.537598
	Iteration 11F: 3 clusters Score -7739450 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -7741740.500000 Penalty: 5470.537598
	Iteration 12F: 3 clusters Score -7741740 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -7743371.500000 Penalty: 5470.537598
	Iteration 13Q: 3 clusters Score -7743372 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7744404.000000 Penalty: 5470.537598
	Iteration 14Q: 3 clusters Score -7744404 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -7744825.500000 Penalty: 5470.537598
	Iteration 15Q: 3 clusters Score -7744826 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7745209.000000 Penalty: 5470.537598
	Iteration 16Q: 3 clusters Score -7745209 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7745459.500000 Penalty: 5470.537598
	Iteration 17Q: 3 clusters Score -7745460 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -7745807.000000 Penalty: 5470.537598
	Iteration 18Q: 3 clusters Score -7745807 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -7746220.500000 Penalty: 5470.537598
	Iteration 19Q: 3 clusters Score -7746220 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -7746590.000000 Penalty: 5470.537598
	Iteration 20F: 3 clusters Score -7746590 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -7746966.500000 Penalty: 5470.537598
	Iteration 21Q: 3 clusters Score -7746966 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -7747410.500000 Penalty: 5470.537598
	Iteration 22Q: 3 clusters Score -7747410 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -7747941.000000 Penalty: 5470.537598
	Iteration 23Q: 3 clusters Score -7747941 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -7748472.500000 Penalty: 5470.537598
	Iteration 24Q: 3 clusters Score -7748472 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -7749021.500000 Penalty: 5470.537598
	Iteration 25Q: 3 clusters Score -7749022 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7749573.000000 Penalty: 5470.537598
	Iteration 26Q: 3 clusters Score -7749573 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -7750145.500000 Penalty: 5470.537598
	Iteration 27Q: 3 clusters Score -7750146 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7750714.500000 Penalty: 5470.537598
	Iteration 28Q: 3 clusters Score -7750714 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7751204.500000 Penalty: 5470.537598
	Iteration 29Q: 3 clusters Score -7751204 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7751589.000000 Penalty: 5470.537598
	Iteration 30Q: 3 clusters Score -7751589 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7751898.500000 Penalty: 5470.537598
	Iteration 31Q: 3 clusters Score -7751898 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7752172.000000 Penalty: 5470.537598
	Iteration 32Q: 3 clusters Score -7752172 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7752443.000000 Penalty: 5470.537598
	Iteration 33Q: 3 clusters Score -7752443 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7752676.500000 Penalty: 5470.537598
	Iteration 34Q: 3 clusters Score -7752676 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7752851.500000 Penalty: 5470.537598
	Iteration 35Q: 3 clusters Score -7752852 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7753016.000000 Penalty: 5470.537598
	Iteration 36Q: 3 clusters Score -7753016 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7753151.000000 Penalty: 5470.537598
	Iteration 37Q: 3 clusters Score -7753151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7753264.000000 Penalty: 5470.537598
	Iteration 38Q: 3 clusters Score -7753264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7753342.000000 Penalty: 5470.537598
	Iteration 39Q: 3 clusters Score -7753342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7753436.500000 Penalty: 5470.537598
	Iteration 40F: 3 clusters Score -7753436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7753470.500000 Penalty: 5470.537598
	Iteration 41Q: 3 clusters Score -7753470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7753508.000000 Penalty: 5470.537598
	Iteration 42Q: 3 clusters Score -7753508 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7753561.000000 Penalty: 5470.537598
	Iteration 43Q: 3 clusters Score -7753561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7753592.000000 Penalty: 5470.537598
	Iteration 44Q: 3 clusters Score -7753592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7753605.500000 Penalty: 5470.537598
	Iteration 45Q: 3 clusters Score -7753606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7753626.500000 Penalty: 5470.537598
	Iteration 46Q: 3 clusters Score -7753626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7753657.500000 Penalty: 5470.537598
	Iteration 47Q: 3 clusters Score -7753658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7753678.000000 Penalty: 5470.537598
	Iteration 48Q: 3 clusters Score -7753678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7753678.500000 Penalty: 5470.537598
	Iteration 49Q: 3 clusters Score -7753678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7753696.500000 Penalty: 5470.537598
	Iteration 50Q: 3 clusters Score -7753696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7753713.000000 Penalty: 5470.537598
	Iteration 51Q: 3 clusters Score -7753713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7753723.500000 Penalty: 5470.537598
	Iteration 52Q: 3 clusters Score -7753724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7753741.000000 Penalty: 5470.537598
	Iteration 53Q: 3 clusters Score -7753741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7753755.500000 Penalty: 5470.537598
	Iteration 54Q: 3 clusters Score -7753756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7753774.000000 Penalty: 5470.537598
	Iteration 55Q: 3 clusters Score -7753774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7753771.500000 Penalty: 5470.537598
	Iteration 56Q: 3 clusters Score -7753772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7753780.000000 Penalty: 5470.537598
	Iteration 57Q: 3 clusters Score -7753780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7753779.500000 Penalty: 5470.537598
	Iteration 58Q: 3 clusters Score -7753780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7753780.000000 Penalty: 5470.537598
	Iteration 59Q: 3 clusters Score -7753780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7753790.000000 Penalty: 5470.537598
	Iteration 60F: 3 clusters Score -7753790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7753799.500000 Penalty: 5470.537598
	Iteration 61Q: 3 clusters Score -7753800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7753809.500000 Penalty: 5470.537598
	Iteration 62Q: 3 clusters Score -7753810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7753813.000000 Penalty: 5470.537598
	Iteration 63Q: 3 clusters Score -7753813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7753819.000000 Penalty: 5470.537598
	Iteration 64Q: 3 clusters Score -7753819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7753824.500000 Penalty: 5470.537598
	Iteration 65Q: 3 clusters Score -7753824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7753829.000000 Penalty: 5470.537598
	Iteration 66Q: 3 clusters Score -7753829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7753828.000000 Penalty: 5470.537598
	Iteration 67Q: 3 clusters Score -7753828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7753832.500000 Penalty: 5470.537598
	Iteration 68Q: 3 clusters Score -7753832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7753828.500000 Penalty: 5470.537598
	Iteration 69Q: 3 clusters Score -7753828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7753831.000000 Penalty: 5470.537598
	Iteration 70Q: 3 clusters Score -7753831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7753829.500000 Penalty: 5470.537598
	Iteration 71Q: 3 clusters Score -7753830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7753835.500000 Penalty: 5470.537598
	Iteration 72Q: 3 clusters Score -7753836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7753833.500000 Penalty: 5470.537598
	Iteration 73Q: 3 clusters Score -7753834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7753838.000000 Penalty: 5470.537598
	Iteration 74Q: 3 clusters Score -7753838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7753845.500000 Penalty: 5470.537598
	Iteration 75Q: 3 clusters Score -7753846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7753845.500000 Penalty: 5470.537598
	Iteration 76Q: 3 clusters Score -7753846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7753845.500000 Penalty: 5470.537598
	Iteration 77F: 3 clusters Score -7753846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -38352.433594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -38352.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37133.691406 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -37133.69 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37535.222656 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -37535.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38020.195312 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -38020.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38576.277344 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -38576.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38809.820312 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -38809.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38910.605469 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -38910.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38982.230469 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -38982.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39129.937500 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -39129.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39214.042969 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -39214.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39333.750000 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -39333.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39406.417969 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -39406.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39511.261719 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -39511.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39549.078125 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -39549.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39551.511719 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -39551.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39685.917969 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -39685.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39765.906250 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -39765.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39765.906250 Penalty: 3020.166260
	Iteration 16F: 3 clusters Score -39765.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 215 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 226 members 
Entering Unmasked Estep 
Score: -142010256.000000 Penalty: 176731.625000
Splitting cluster 18 changes total score from -142010640.000000 to -142010256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -331730.468750 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -331730.5 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 1340 members 
Entering Unmasked Estep 
Score: -328597.468750 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -328597.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -329173.062500 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -329173.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -329304.031250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -329304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -329378.312500 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -329378.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -329435.281250 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -329435.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -329481.312500 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -329481.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329515.656250 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -329515.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -329550.875000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -329550.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -329582.875000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -329582.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -329603.750000 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -329603.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -329621.406250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -329621.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -329636.312500 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -329636.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -329650.093750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -329650.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -329663.687500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -329663.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -329675.687500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -329675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329684.625000 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -329684.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -329692.718750 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -329692.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -329699.781250 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -329699.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -329714.750000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -329714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -329730.718750 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -329730.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -329743.843750 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -329743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -329750.093750 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -329750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -329756.093750 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -329756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -329760.718750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -329760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -329767.031250 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -329767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329772.937500 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -329772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -329775.750000 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -329775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -329781.437500 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -329781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -329784.156250 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -329784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -329787.156250 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -329787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329787.250000 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -329787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329788.343750 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -329788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329789.812500 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -329789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -329792.093750 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -329792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -329792.937500 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -329792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -329793.843750 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -329793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -329794.312500 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -329794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -329794.343750 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -329794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -329794.625000 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -329794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -329795.687500 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -329795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -329795.687500 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -329795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Entering Unmasked Estep 
Score: -19536788.000000 Penalty: 2968.441162
	Iteration 0F: 2 clusters Score -1.953679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -19431290.000000 Penalty: 5936.882324
	Iteration 0F: 3 clusters Score -1.943129e+07 nChanged 75634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -19475150.000000 Penalty: 5936.882324
	Iteration 1F: 3 clusters Score -1.947515e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -19476428.000000 Penalty: 5936.882324
	Iteration 2Q: 3 clusters Score -1.947643e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -19478188.000000 Penalty: 5936.882324
	Iteration 3Q: 3 clusters Score -1.947819e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -19480806.000000 Penalty: 5936.882324
	Iteration 4Q: 3 clusters Score -1.948081e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -19485062.000000 Penalty: 5936.882324
	Iteration 5F: 3 clusters Score -1.948506e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -19491610.000000 Penalty: 5936.882324
	Iteration 6F: 3 clusters Score -1.949161e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122108 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -19501778.000000 Penalty: 5936.882324
	Iteration 7F: 3 clusters Score -1.950178e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -19513538.000000 Penalty: 5936.882324
	Iteration 8F: 3 clusters Score -1.951354e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -19523238.000000 Penalty: 5936.882324
	Iteration 9F: 3 clusters Score -1.952324e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -19529342.000000 Penalty: 5936.882324
	Iteration 10Q: 3 clusters Score -1.952934e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -19532380.000000 Penalty: 5936.882324
	Iteration 11Q: 3 clusters Score -1.953238e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19533502.000000 Penalty: 5936.882324
	Iteration 12Q: 3 clusters Score -1.95335e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19533898.000000 Penalty: 5936.882324
	Iteration 13Q: 3 clusters Score -1.95339e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -19534076.000000 Penalty: 5936.882324
	Iteration 14Q: 3 clusters Score -1.953408e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -19534174.000000 Penalty: 5936.882324
	Iteration 15Q: 3 clusters Score -1.953417e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19534202.000000 Penalty: 5936.882324
	Iteration 16Q: 3 clusters Score -1.95342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19534228.000000 Penalty: 5936.882324
	Iteration 17Q: 3 clusters Score -1.953423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19534252.000000 Penalty: 5936.882324
	Iteration 18Q: 3 clusters Score -1.953425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19534252.000000 Penalty: 5936.882324
	Iteration 19Q: 3 clusters Score -1.953425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -19534280.000000 Penalty: 5936.882324
	Iteration 20F: 3 clusters Score -1.953428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19534276.000000 Penalty: 5936.882324
	Iteration 21Q: 3 clusters Score -1.953428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19534312.000000 Penalty: 5936.882324
	Iteration 22Q: 3 clusters Score -1.953431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19534326.000000 Penalty: 5936.882324
	Iteration 23Q: 3 clusters Score -1.953433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19534324.000000 Penalty: 5936.882324
	Iteration 24Q: 3 clusters Score -1.953432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19534330.000000 Penalty: 5936.882324
	Iteration 25Q: 3 clusters Score -1.953433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19534332.000000 Penalty: 5936.882324
	Iteration 26Q: 3 clusters Score -1.953433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19534332.000000 Penalty: 5936.882324
	Iteration 27F: 3 clusters Score -1.953433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (372848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372848 members 
Entering Unmasked Estep 
Score: -46707856.000000 Penalty: 3181.573730
	Iteration 0F: 2 clusters Score -4.670786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 186670 members 
Entering Unmasked Estep 
Score: -46488680.000000 Penalty: 6363.147461
	Iteration 0F: 3 clusters Score -4.648868e+07 nChanged 181422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -46596492.000000 Penalty: 6363.147461
	Iteration 1F: 3 clusters Score -4.659649e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 188991 members 
Entering Unmasked Estep 
Score: -46597336.000000 Penalty: 6363.147461
	Iteration 2Q: 3 clusters Score -4.659734e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182558 members 
Mstep: Class 2 contains 190290 members 
Entering Unmasked Estep 
Score: -46598432.000000 Penalty: 6363.147461
	Iteration 3Q: 3 clusters Score -4.659843e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 192339 members 
Entering Unmasked Estep 
Score: -46599628.000000 Penalty: 6363.147461
	Iteration 4Q: 3 clusters Score -4.659963e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177229 members 
Mstep: Class 2 contains 195619 members 
Entering Unmasked Estep 
Score: -46601760.000000 Penalty: 6363.147461
	Iteration 5Q: 3 clusters Score -4.660176e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172156 members 
Mstep: Class 2 contains 200692 members 
Entering Unmasked Estep 
Score: -46604024.000000 Penalty: 6363.147461
	Iteration 6Q: 3 clusters Score -4.660402e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164399 members 
Mstep: Class 2 contains 208449 members 
Entering Unmasked Estep 
Score: -46607400.000000 Penalty: 6363.147461
	Iteration 7Q: 3 clusters Score -4.66074e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 220094 members 
Entering Unmasked Estep 
Score: -46612664.000000 Penalty: 6363.147461
	Iteration 8Q: 3 clusters Score -4.661266e+07 nChanged 18302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 237002 members 
Entering Unmasked Estep 
Score: -46621168.000000 Penalty: 6363.147461
	Iteration 9Q: 3 clusters Score -4.662117e+07 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 259443 members 
Entering Unmasked Estep 
Score: -46633324.000000 Penalty: 6363.147461
	Iteration 10F: 3 clusters Score -4.663332e+07 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 284883 members 
Entering Unmasked Estep 
Score: -46647096.000000 Penalty: 6363.147461
	Iteration 11F: 3 clusters Score -4.66471e+07 nChanged 24768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 309477 members 
Entering Unmasked Estep 
Score: -46661312.000000 Penalty: 6363.147461
	Iteration 12F: 3 clusters Score -4.666131e+07 nChanged 20620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 330011 members 
Entering Unmasked Estep 
Score: -46674592.000000 Penalty: 6363.147461
	Iteration 13F: 3 clusters Score -4.667459e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 345477 members 
Entering Unmasked Estep 
Score: -46687872.000000 Penalty: 6363.147461
	Iteration 14Q: 3 clusters Score -4.668787e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 356811 members 
Entering Unmasked Estep 
Score: -46696236.000000 Penalty: 6363.147461
	Iteration 15Q: 3 clusters Score -4.669624e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 363805 members 
Entering Unmasked Estep 
Score: -46700572.000000 Penalty: 6363.147461
	Iteration 16Q: 3 clusters Score -4.670057e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 367780 members 
Entering Unmasked Estep 
Score: -46702800.000000 Penalty: 6363.147461
	Iteration 17Q: 3 clusters Score -4.67028e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 369891 members 
Entering Unmasked Estep 
Score: -46703680.000000 Penalty: 6363.147461
	Iteration 18Q: 3 clusters Score -4.670368e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 370964 members 
Entering Unmasked Estep 
Score: -46704288.000000 Penalty: 6363.147461
	Iteration 19Q: 3 clusters Score -4.670429e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 371516 members 
Entering Unmasked Estep 
Score: -46704676.000000 Penalty: 6363.147461
	Iteration 20F: 3 clusters Score -4.670468e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 371803 members 
Entering Unmasked Estep 
Score: -46704796.000000 Penalty: 6363.147461
	Iteration 21Q: 3 clusters Score -4.67048e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 371967 members 
Entering Unmasked Estep 
Score: -46704908.000000 Penalty: 6363.147461
	Iteration 22Q: 3 clusters Score -4.670491e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 372075 members 
Entering Unmasked Estep 
Score: -46704984.000000 Penalty: 6363.147461
	Iteration 23Q: 3 clusters Score -4.670498e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 372126 members 
Entering Unmasked Estep 
Score: -46704980.000000 Penalty: 6363.147461
	Iteration 24Q: 3 clusters Score -4.670498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 372168 members 
Entering Unmasked Estep 
Score: -46705052.000000 Penalty: 6363.147461
	Iteration 25Q: 3 clusters Score -4.670505e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 372206 members 
Entering Unmasked Estep 
Score: -46705088.000000 Penalty: 6363.147461
	Iteration 26Q: 3 clusters Score -4.670509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 372227 members 
Entering Unmasked Estep 
Score: -46705108.000000 Penalty: 6363.147461
	Iteration 27Q: 3 clusters Score -4.670511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 372248 members 
Entering Unmasked Estep 
Score: -46705136.000000 Penalty: 6363.147461
	Iteration 28Q: 3 clusters Score -4.670514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 372262 members 
Entering Unmasked Estep 
Score: -46705124.000000 Penalty: 6363.147461
	Iteration 29Q: 3 clusters Score -4.670512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 372272 members 
Entering Unmasked Estep 
Score: -46705152.000000 Penalty: 6363.147461
	Iteration 30Q: 3 clusters Score -4.670515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 372283 members 
Entering Unmasked Estep 
Score: -46705144.000000 Penalty: 6363.147461
	Iteration 31Q: 3 clusters Score -4.670514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 372291 members 
Entering Unmasked Estep 
Score: -46705148.000000 Penalty: 6363.147461
	Iteration 32Q: 3 clusters Score -4.670515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 372296 members 
Entering Unmasked Estep 
Score: -46705168.000000 Penalty: 6363.147461
	Iteration 33Q: 3 clusters Score -4.670517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 372303 members 
Entering Unmasked Estep 
Score: -46705164.000000 Penalty: 6363.147461
	Iteration 34Q: 3 clusters Score -4.670516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 372312 members 
Entering Unmasked Estep 
Score: -46705176.000000 Penalty: 6363.147461
	Iteration 35Q: 3 clusters Score -4.670518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 372316 members 
Entering Unmasked Estep 
Score: -46705196.000000 Penalty: 6363.147461
	Iteration 36Q: 3 clusters Score -4.67052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 372316 members 
Entering Unmasked Estep 
Score: -46705224.000000 Penalty: 6363.147461
	Iteration 37Q: 3 clusters Score -4.670522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372318 members 
Entering Unmasked Estep 
Score: -46705216.000000 Penalty: 6363.147461
	Iteration 38Q: 3 clusters Score -4.670522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 372319 members 
Entering Unmasked Estep 
Score: -46705212.000000 Penalty: 6363.147461
	Iteration 39Q: 3 clusters Score -4.670521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372321 members 
Entering Unmasked Estep 
Score: -46705196.000000 Penalty: 6363.147461
	Iteration 40F: 3 clusters Score -4.67052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 372323 members 
Entering Unmasked Estep 
Score: -46705204.000000 Penalty: 6363.147461
	Iteration 41Q: 3 clusters Score -4.67052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 372323 members 
Entering Unmasked Estep 
Score: -46705196.000000 Penalty: 6363.147461
	Iteration 42Q: 3 clusters Score -4.67052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 372323 members 
Entering Unmasked Estep 
Score: -46705204.000000 Penalty: 6363.147461
	Iteration 43Q: 3 clusters Score -4.67052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 372325 members 
Entering Unmasked Estep 
Score: -46705200.000000 Penalty: 6363.147461
	Iteration 44Q: 3 clusters Score -4.67052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 372327 members 
Entering Unmasked Estep 
Score: -46705220.000000 Penalty: 6363.147461
	Iteration 45Q: 3 clusters Score -4.670522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 372329 members 
Entering Unmasked Estep 
Score: -46705232.000000 Penalty: 6363.147461
	Iteration 46Q: 3 clusters Score -4.670523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 372329 members 
Entering Unmasked Estep 
Score: -46705232.000000 Penalty: 6363.147461
	Iteration 47F: 3 clusters Score -4.670523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Entering Unmasked Estep 
Score: -7179202.500000 Penalty: 2720.817627
	Iteration 0F: 2 clusters Score -7179202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -7139938.500000 Penalty: 5441.635254
	Iteration 0F: 3 clusters Score -7139938 nChanged 27024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7154990.500000 Penalty: 5441.635254
	Iteration 1F: 3 clusters Score -7154990 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -7155627.500000 Penalty: 5441.635254
	Iteration 2Q: 3 clusters Score -7155628 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -7156361.000000 Penalty: 5441.635254
	Iteration 3Q: 3 clusters Score -7156361 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -7157247.000000 Penalty: 5441.635254
	Iteration 4Q: 3 clusters Score -7157247 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -7158480.000000 Penalty: 5441.635254
	Iteration 5Q: 3 clusters Score -7158480 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7160172.500000 Penalty: 5441.635254
	Iteration 6F: 3 clusters Score -7160172 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7162485.000000 Penalty: 5441.635254
	Iteration 7F: 3 clusters Score -7162485 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -7165375.000000 Penalty: 5441.635254
	Iteration 8F: 3 clusters Score -7165375 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -7168699.000000 Penalty: 5441.635254
	Iteration 9F: 3 clusters Score -7168699 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -7171952.500000 Penalty: 5441.635254
	Iteration 10F: 3 clusters Score -7171952 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -7174347.000000 Penalty: 5441.635254
	Iteration 11Q: 3 clusters Score -7174347 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7175750.000000 Penalty: 5441.635254
	Iteration 12Q: 3 clusters Score -7175750 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7176362.500000 Penalty: 5441.635254
	Iteration 13Q: 3 clusters Score -7176362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -7176631.500000 Penalty: 5441.635254
	Iteration 14Q: 3 clusters Score -7176632 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -7176736.500000 Penalty: 5441.635254
	Iteration 15Q: 3 clusters Score -7176736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7176789.000000 Penalty: 5441.635254
	Iteration 16Q: 3 clusters Score -7176789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7176823.000000 Penalty: 5441.635254
	Iteration 17Q: 3 clusters Score -7176823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -7176837.000000 Penalty: 5441.635254
	Iteration 18Q: 3 clusters Score -7176837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -7176844.000000 Penalty: 5441.635254
	Iteration 19Q: 3 clusters Score -7176844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -7176847.500000 Penalty: 5441.635254
	Iteration 20F: 3 clusters Score -7176848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -7176843.000000 Penalty: 5441.635254
	Iteration 21Q: 3 clusters Score -7176843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -7176842.500000 Penalty: 5441.635254
	Iteration 22Q: 3 clusters Score -7176842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -7176843.000000 Penalty: 5441.635254
	Iteration 23Q: 3 clusters Score -7176843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7176845.500000 Penalty: 5441.635254
	Iteration 24Q: 3 clusters Score -7176846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -7176845.500000 Penalty: 5441.635254
	Iteration 25F: 3 clusters Score -7176846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Entering Unmasked Estep 
Score: -1590589.750000 Penalty: 2339.444336
	Iteration 0F: 2 clusters Score -1590590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1581334.000000 Penalty: 4678.888672
	Iteration 0F: 3 clusters Score -1581334 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1584241.625000 Penalty: 4678.888672
	Iteration 1F: 3 clusters Score -1584242 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1584585.750000 Penalty: 4678.888672
	Iteration 2F: 3 clusters Score -1584586 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1584890.500000 Penalty: 4678.888672
	Iteration 3Q: 3 clusters Score -1584890 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1585167.500000 Penalty: 4678.888672
	Iteration 4Q: 3 clusters Score -1585168 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1585478.875000 Penalty: 4678.888672
	Iteration 5Q: 3 clusters Score -1585479 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1585825.125000 Penalty: 4678.888672
	Iteration 6Q: 3 clusters Score -1585825 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1586220.750000 Penalty: 4678.888672
	Iteration 7Q: 3 clusters Score -1586221 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1586590.000000 Penalty: 4678.888672
	Iteration 8Q: 3 clusters Score -1586590 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1586966.125000 Penalty: 4678.888672
	Iteration 9F: 3 clusters Score -1586966 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1587326.750000 Penalty: 4678.888672
	Iteration 10F: 3 clusters Score -1587327 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1587652.750000 Penalty: 4678.888672
	Iteration 11Q: 3 clusters Score -1587653 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1587958.875000 Penalty: 4678.888672
	Iteration 12Q: 3 clusters Score -1587959 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1588242.875000 Penalty: 4678.888672
	Iteration 13Q: 3 clusters Score -1588243 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1588508.750000 Penalty: 4678.888672
	Iteration 14Q: 3 clusters Score -1588509 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1588728.500000 Penalty: 4678.888672
	Iteration 15Q: 3 clusters Score -1588728 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1588908.625000 Penalty: 4678.888672
	Iteration 16Q: 3 clusters Score -1588909 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1589092.250000 Penalty: 4678.888672
	Iteration 17Q: 3 clusters Score -1589092 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1589261.875000 Penalty: 4678.888672
	Iteration 18Q: 3 clusters Score -1589262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1589395.750000 Penalty: 4678.888672
	Iteration 19Q: 3 clusters Score -1589396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1589518.000000 Penalty: 4678.888672
	Iteration 20F: 3 clusters Score -1589518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1589609.000000 Penalty: 4678.888672
	Iteration 21Q: 3 clusters Score -1589609 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1589697.000000 Penalty: 4678.888672
	Iteration 22Q: 3 clusters Score -1589697 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1589783.750000 Penalty: 4678.888672
	Iteration 23Q: 3 clusters Score -1589784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1589838.875000 Penalty: 4678.888672
	Iteration 24Q: 3 clusters Score -1589839 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1589899.125000 Penalty: 4678.888672
	Iteration 25Q: 3 clusters Score -1589899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1589939.125000 Penalty: 4678.888672
	Iteration 26Q: 3 clusters Score -1589939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1589977.000000 Penalty: 4678.888672
	Iteration 27Q: 3 clusters Score -1589977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1589998.250000 Penalty: 4678.888672
	Iteration 28Q: 3 clusters Score -1589998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1590017.125000 Penalty: 4678.888672
	Iteration 29Q: 3 clusters Score -1590017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1590028.000000 Penalty: 4678.888672
	Iteration 30Q: 3 clusters Score -1590028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1590036.750000 Penalty: 4678.888672
	Iteration 31Q: 3 clusters Score -1590037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1590043.875000 Penalty: 4678.888672
	Iteration 32Q: 3 clusters Score -1590044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1590047.000000 Penalty: 4678.888672
	Iteration 33Q: 3 clusters Score -1590047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1590053.125000 Penalty: 4678.888672
	Iteration 34Q: 3 clusters Score -1590053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1590053.500000 Penalty: 4678.888672
	Iteration 35Q: 3 clusters Score -1590054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1590059.875000 Penalty: 4678.888672
	Iteration 36Q: 3 clusters Score -1590060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1590062.000000 Penalty: 4678.888672
	Iteration 37Q: 3 clusters Score -1590062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1590064.875000 Penalty: 4678.888672
	Iteration 38Q: 3 clusters Score -1590065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1590066.125000 Penalty: 4678.888672
	Iteration 39Q: 3 clusters Score -1590066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1590072.125000 Penalty: 4678.888672
	Iteration 40F: 3 clusters Score -1590072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1590076.625000 Penalty: 4678.888672
	Iteration 41Q: 3 clusters Score -1590077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1590078.000000 Penalty: 4678.888672
	Iteration 42Q: 3 clusters Score -1590078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1590078.875000 Penalty: 4678.888672
	Iteration 43Q: 3 clusters Score -1590079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1590080.500000 Penalty: 4678.888672
	Iteration 44Q: 3 clusters Score -1590080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1590080.000000 Penalty: 4678.888672
	Iteration 45Q: 3 clusters Score -1590080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1590084.250000 Penalty: 4678.888672
	Iteration 46Q: 3 clusters Score -1590084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1590082.750000 Penalty: 4678.888672
	Iteration 47Q: 3 clusters Score -1590083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1590084.750000 Penalty: 4678.888672
	Iteration 48Q: 3 clusters Score -1590085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1590084.875000 Penalty: 4678.888672
	Iteration 49Q: 3 clusters Score -1590085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1590088.000000 Penalty: 4678.888672
	Iteration 50Q: 3 clusters Score -1590088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1590086.625000 Penalty: 4678.888672
	Iteration 51Q: 3 clusters Score -1590087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1590086.875000 Penalty: 4678.888672
	Iteration 52Q: 3 clusters Score -1590087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1590086.875000 Penalty: 4678.888672
	Iteration 53Q: 3 clusters Score -1590087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1590086.875000 Penalty: 4678.888672
	Iteration 54F: 3 clusters Score -1590087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29371.105469 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29371.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28125.416016 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -28125.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28233.494141 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28233.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28245.011719 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28245.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28247.585938 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28247.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28249.349609 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28249.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28249.349609 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -28249.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Entering Unmasked Estep 
Score: -2004935.375000 Penalty: 2418.054443
	Iteration 0F: 2 clusters Score -2004935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1992604.000000 Penalty: 4836.108887
	Iteration 0F: 3 clusters Score -1992604 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1996629.375000 Penalty: 4836.108887
	Iteration 1F: 3 clusters Score -1996629 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1997045.875000 Penalty: 4836.108887
	Iteration 2F: 3 clusters Score -1997046 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1997456.625000 Penalty: 4836.108887
	Iteration 3F: 3 clusters Score -1997457 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1997939.750000 Penalty: 4836.108887
	Iteration 4Q: 3 clusters Score -1997940 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1998494.125000 Penalty: 4836.108887
	Iteration 5F: 3 clusters Score -1998494 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1999113.625000 Penalty: 4836.108887
	Iteration 6F: 3 clusters Score -1999114 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1999749.250000 Penalty: 4836.108887
	Iteration 7F: 3 clusters Score -1999749 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2000371.125000 Penalty: 4836.108887
	Iteration 8F: 3 clusters Score -2000371 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2000905.500000 Penalty: 4836.108887
	Iteration 9Q: 3 clusters Score -2000906 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2001350.625000 Penalty: 4836.108887
	Iteration 10Q: 3 clusters Score -2001351 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2001685.625000 Penalty: 4836.108887
	Iteration 11Q: 3 clusters Score -2001686 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2001941.875000 Penalty: 4836.108887
	Iteration 12Q: 3 clusters Score -2001942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2002162.250000 Penalty: 4836.108887
	Iteration 13Q: 3 clusters Score -2002162 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2002353.875000 Penalty: 4836.108887
	Iteration 14Q: 3 clusters Score -2002354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2002498.500000 Penalty: 4836.108887
	Iteration 15Q: 3 clusters Score -2002498 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2002615.625000 Penalty: 4836.108887
	Iteration 16Q: 3 clusters Score -2002616 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2002729.625000 Penalty: 4836.108887
	Iteration 17Q: 3 clusters Score -2002730 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2002826.875000 Penalty: 4836.108887
	Iteration 18Q: 3 clusters Score -2002827 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2002909.000000 Penalty: 4836.108887
	Iteration 19Q: 3 clusters Score -2002909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2002977.750000 Penalty: 4836.108887
	Iteration 20F: 3 clusters Score -2002978 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2003045.250000 Penalty: 4836.108887
	Iteration 21Q: 3 clusters Score -2003045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2003095.250000 Penalty: 4836.108887
	Iteration 22Q: 3 clusters Score -2003095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2003130.000000 Penalty: 4836.108887
	Iteration 23Q: 3 clusters Score -2003130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2003173.375000 Penalty: 4836.108887
	Iteration 24Q: 3 clusters Score -2003173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2003205.750000 Penalty: 4836.108887
	Iteration 25Q: 3 clusters Score -2003206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2003231.000000 Penalty: 4836.108887
	Iteration 26Q: 3 clusters Score -2003231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2003258.125000 Penalty: 4836.108887
	Iteration 27Q: 3 clusters Score -2003258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2003279.625000 Penalty: 4836.108887
	Iteration 28Q: 3 clusters Score -2003280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2003294.625000 Penalty: 4836.108887
	Iteration 29Q: 3 clusters Score -2003295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2003320.750000 Penalty: 4836.108887
	Iteration 30Q: 3 clusters Score -2003321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2003333.500000 Penalty: 4836.108887
	Iteration 31Q: 3 clusters Score -2003334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2003346.750000 Penalty: 4836.108887
	Iteration 32Q: 3 clusters Score -2003347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2003366.625000 Penalty: 4836.108887
	Iteration 33Q: 3 clusters Score -2003367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2003387.625000 Penalty: 4836.108887
	Iteration 34Q: 3 clusters Score -2003388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2003395.875000 Penalty: 4836.108887
	Iteration 35Q: 3 clusters Score -2003396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2003405.750000 Penalty: 4836.108887
	Iteration 36Q: 3 clusters Score -2003406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2003411.375000 Penalty: 4836.108887
	Iteration 37Q: 3 clusters Score -2003411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2003418.625000 Penalty: 4836.108887
	Iteration 38Q: 3 clusters Score -2003419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2003424.875000 Penalty: 4836.108887
	Iteration 39Q: 3 clusters Score -2003425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2003427.250000 Penalty: 4836.108887
	Iteration 40F: 3 clusters Score -2003427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2003434.125000 Penalty: 4836.108887
	Iteration 41Q: 3 clusters Score -2003434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2003439.750000 Penalty: 4836.108887
	Iteration 42Q: 3 clusters Score -2003440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2003438.625000 Penalty: 4836.108887
	Iteration 43Q: 3 clusters Score -2003439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2003445.500000 Penalty: 4836.108887
	Iteration 44Q: 3 clusters Score -2003446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2003450.625000 Penalty: 4836.108887
	Iteration 45Q: 3 clusters Score -2003451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2003453.000000 Penalty: 4836.108887
	Iteration 46Q: 3 clusters Score -2003453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2003455.625000 Penalty: 4836.108887
	Iteration 47Q: 3 clusters Score -2003456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2003457.250000 Penalty: 4836.108887
	Iteration 48Q: 3 clusters Score -2003457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2003456.750000 Penalty: 4836.108887
	Iteration 49Q: 3 clusters Score -2003457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2003459.125000 Penalty: 4836.108887
	Iteration 50Q: 3 clusters Score -2003459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2003463.250000 Penalty: 4836.108887
	Iteration 51Q: 3 clusters Score -2003463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2003463.125000 Penalty: 4836.108887
	Iteration 52Q: 3 clusters Score -2003463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2003461.000000 Penalty: 4836.108887
	Iteration 53Q: 3 clusters Score -2003461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2003462.250000 Penalty: 4836.108887
	Iteration 54Q: 3 clusters Score -2003462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2003462.625000 Penalty: 4836.108887
	Iteration 55Q: 3 clusters Score -2003463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2003463.375000 Penalty: 4836.108887
	Iteration 56Q: 3 clusters Score -2003463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2003463.250000 Penalty: 4836.108887
	Iteration 57Q: 3 clusters Score -2003463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2003461.875000 Penalty: 4836.108887
	Iteration 58Q: 3 clusters Score -2003462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2003463.375000 Penalty: 4836.108887
	Iteration 59Q: 3 clusters Score -2003463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2003464.750000 Penalty: 4836.108887
	Iteration 60F: 3 clusters Score -2003465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2003465.875000 Penalty: 4836.108887
	Iteration 61Q: 3 clusters Score -2003466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2003464.375000 Penalty: 4836.108887
	Iteration 62Q: 3 clusters Score -2003464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2003465.000000 Penalty: 4836.108887
	Iteration 63Q: 3 clusters Score -2003465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2003464.375000 Penalty: 4836.108887
	Iteration 64Q: 3 clusters Score -2003464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2003466.000000 Penalty: 4836.108887
	Iteration 65Q: 3 clusters Score -2003466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2003465.000000 Penalty: 4836.108887
	Iteration 66Q: 3 clusters Score -2003465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2003464.750000 Penalty: 4836.108887
	Iteration 67Q: 3 clusters Score -2003465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2003469.000000 Penalty: 4836.108887
	Iteration 68Q: 3 clusters Score -2003469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2003466.375000 Penalty: 4836.108887
	Iteration 69Q: 3 clusters Score -2003466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2003471.875000 Penalty: 4836.108887
	Iteration 70Q: 3 clusters Score -2003472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2003468.875000 Penalty: 4836.108887
	Iteration 71Q: 3 clusters Score -2003469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2003472.625000 Penalty: 4836.108887
	Iteration 72Q: 3 clusters Score -2003473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2003475.500000 Penalty: 4836.108887
	Iteration 73Q: 3 clusters Score -2003476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2003473.500000 Penalty: 4836.108887
	Iteration 74Q: 3 clusters Score -2003474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2003475.625000 Penalty: 4836.108887
	Iteration 75Q: 3 clusters Score -2003476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2003478.125000 Penalty: 4836.108887
	Iteration 76Q: 3 clusters Score -2003478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2003479.750000 Penalty: 4836.108887
	Iteration 77Q: 3 clusters Score -2003480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2003479.375000 Penalty: 4836.108887
	Iteration 78Q: 3 clusters Score -2003479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2003479.375000 Penalty: 4836.108887
	Iteration 79F: 3 clusters Score -2003479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Entering Unmasked Estep 
Score: -1481716.250000 Penalty: 2333.397949
	Iteration 0F: 2 clusters Score -1481716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1472627.125000 Penalty: 4666.795898
	Iteration 0F: 3 clusters Score -1472627 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1475400.250000 Penalty: 4666.795898
	Iteration 1F: 3 clusters Score -1475400 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1475768.000000 Penalty: 4666.795898
	Iteration 2F: 3 clusters Score -1475768 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1476090.875000 Penalty: 4666.795898
	Iteration 3F: 3 clusters Score -1476091 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1476439.000000 Penalty: 4666.795898
	Iteration 4Q: 3 clusters Score -1476439 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1476833.000000 Penalty: 4666.795898
	Iteration 5Q: 3 clusters Score -1476833 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1477226.250000 Penalty: 4666.795898
	Iteration 6Q: 3 clusters Score -1477226 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1477574.875000 Penalty: 4666.795898
	Iteration 7Q: 3 clusters Score -1477575 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1477872.625000 Penalty: 4666.795898
	Iteration 8Q: 3 clusters Score -1477873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1478185.625000 Penalty: 4666.795898
	Iteration 9Q: 3 clusters Score -1478186 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1478629.375000 Penalty: 4666.795898
	Iteration 10Q: 3 clusters Score -1478629 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1479243.000000 Penalty: 4666.795898
	Iteration 11F: 3 clusters Score -1479243 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1479983.500000 Penalty: 4666.795898
	Iteration 12F: 3 clusters Score -1479984 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1480497.125000 Penalty: 4666.795898
	Iteration 13F: 3 clusters Score -1480497 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1480823.125000 Penalty: 4666.795898
	Iteration 14Q: 3 clusters Score -1480823 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1481024.125000 Penalty: 4666.795898
	Iteration 15Q: 3 clusters Score -1481024 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1481155.250000 Penalty: 4666.795898
	Iteration 16Q: 3 clusters Score -1481155 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1481232.250000 Penalty: 4666.795898
	Iteration 17Q: 3 clusters Score -1481232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1481285.875000 Penalty: 4666.795898
	Iteration 18Q: 3 clusters Score -1481286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1481323.125000 Penalty: 4666.795898
	Iteration 19Q: 3 clusters Score -1481323 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1481360.625000 Penalty: 4666.795898
	Iteration 20F: 3 clusters Score -1481361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1481385.625000 Penalty: 4666.795898
	Iteration 21Q: 3 clusters Score -1481386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1481426.750000 Penalty: 4666.795898
	Iteration 22Q: 3 clusters Score -1481427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1481464.500000 Penalty: 4666.795898
	Iteration 23Q: 3 clusters Score -1481464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1481509.500000 Penalty: 4666.795898
	Iteration 24Q: 3 clusters Score -1481510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1481554.750000 Penalty: 4666.795898
	Iteration 25Q: 3 clusters Score -1481555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1481580.750000 Penalty: 4666.795898
	Iteration 26Q: 3 clusters Score -1481581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1481600.500000 Penalty: 4666.795898
	Iteration 27Q: 3 clusters Score -1481600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1481619.000000 Penalty: 4666.795898
	Iteration 28Q: 3 clusters Score -1481619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1481638.250000 Penalty: 4666.795898
	Iteration 29Q: 3 clusters Score -1481638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1481650.375000 Penalty: 4666.795898
	Iteration 30Q: 3 clusters Score -1481650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1481662.500000 Penalty: 4666.795898
	Iteration 31Q: 3 clusters Score -1481662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1481675.500000 Penalty: 4666.795898
	Iteration 32Q: 3 clusters Score -1481676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1481682.875000 Penalty: 4666.795898
	Iteration 33Q: 3 clusters Score -1481683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1481695.875000 Penalty: 4666.795898
	Iteration 34Q: 3 clusters Score -1481696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1481704.125000 Penalty: 4666.795898
	Iteration 35Q: 3 clusters Score -1481704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1481708.125000 Penalty: 4666.795898
	Iteration 36Q: 3 clusters Score -1481708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1481717.750000 Penalty: 4666.795898
	Iteration 37Q: 3 clusters Score -1481718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1481722.750000 Penalty: 4666.795898
	Iteration 38Q: 3 clusters Score -1481723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1481725.375000 Penalty: 4666.795898
	Iteration 39Q: 3 clusters Score -1481725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1481732.875000 Penalty: 4666.795898
	Iteration 40F: 3 clusters Score -1481733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1481733.625000 Penalty: 4666.795898
	Iteration 41Q: 3 clusters Score -1481734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1481740.125000 Penalty: 4666.795898
	Iteration 42Q: 3 clusters Score -1481740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1481737.750000 Penalty: 4666.795898
	Iteration 43Q: 3 clusters Score -1481738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1481742.375000 Penalty: 4666.795898
	Iteration 44Q: 3 clusters Score -1481742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1481744.500000 Penalty: 4666.795898
	Iteration 45Q: 3 clusters Score -1481744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1481749.250000 Penalty: 4666.795898
	Iteration 46Q: 3 clusters Score -1481749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1481748.250000 Penalty: 4666.795898
	Iteration 47Q: 3 clusters Score -1481748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1481749.125000 Penalty: 4666.795898
	Iteration 48Q: 3 clusters Score -1481749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1481752.000000 Penalty: 4666.795898
	Iteration 49Q: 3 clusters Score -1481752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1481753.000000 Penalty: 4666.795898
	Iteration 50Q: 3 clusters Score -1481753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1481758.375000 Penalty: 4666.795898
	Iteration 51Q: 3 clusters Score -1481758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1481757.125000 Penalty: 4666.795898
	Iteration 52Q: 3 clusters Score -1481757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1481763.750000 Penalty: 4666.795898
	Iteration 53Q: 3 clusters Score -1481764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1481769.250000 Penalty: 4666.795898
	Iteration 54Q: 3 clusters Score -1481769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1481775.750000 Penalty: 4666.795898
	Iteration 55Q: 3 clusters Score -1481776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1481777.250000 Penalty: 4666.795898
	Iteration 56Q: 3 clusters Score -1481777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1481778.375000 Penalty: 4666.795898
	Iteration 57Q: 3 clusters Score -1481778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1481781.000000 Penalty: 4666.795898
	Iteration 58Q: 3 clusters Score -1481781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1481781.500000 Penalty: 4666.795898
	Iteration 59Q: 3 clusters Score -1481782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1481778.750000 Penalty: 4666.795898
	Iteration 60F: 3 clusters Score -1481779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1481782.000000 Penalty: 4666.795898
	Iteration 61Q: 3 clusters Score -1481782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1481783.500000 Penalty: 4666.795898
	Iteration 62Q: 3 clusters Score -1481784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1481783.500000 Penalty: 4666.795898
	Iteration 63Q: 3 clusters Score -1481784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1481783.500000 Penalty: 4666.795898
	Iteration 64F: 3 clusters Score -1481784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 9229 members 
Entering Unmasked Estep 
Score: -142009920.000000 Penalty: 176731.625000
Splitting cluster 26 changes total score from -142010640.000000 to -142009920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -299873.593750 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -299873.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296942.875000 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -296942.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -297494.843750 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -297494.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297616.500000 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -297616.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -297696.593750 Penalty: 3878.140869
	Iteration 3Q: 3 clusters Score -297696.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -297746.812500 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -297746.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297785.687500 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -297785.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297805.625000 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -297805.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297819.687500 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -297819.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297829.281250 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -297829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297840.218750 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -297840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297850.093750 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -297850.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297862.687500 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -297862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297875.312500 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -297875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297878.750000 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -297878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297881.093750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -297881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -297884.156250 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -297884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297885.625000 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -297885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297886.312500 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -297886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297886.312500 Penalty: 3878.140869
	Iteration 18F: 3 clusters Score -297886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -761327.125000 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -761327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -755961.687500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -755961.7 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -757381.937500 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -757381.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -757591.937500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -757591.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -757740.875000 Penalty: 4330.102051
	Iteration 3Q: 3 clusters Score -757740.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -757838.500000 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -757838.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -757920.250000 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -757920.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -757980.500000 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -757980.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -758023.687500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -758023.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -758054.562500 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -758054.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -758082.250000 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -758082.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -758107.500000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -758107.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -758130.250000 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -758130.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -758153.312500 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -758153.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -758172.875000 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -758172.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -758196.312500 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -758196.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -758216.875000 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -758216.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -758240.312500 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -758240.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -758267.937500 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -758267.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -758291.187500 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -758291.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -758315.000000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -758315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -758345.125000 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -758345.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -758369.687500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -758369.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -758394.875000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -758394.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -758421.125000 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -758421.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -758445.375000 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -758445.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -758474.125000 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -758474.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -758509.875000 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -758509.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -758556.687500 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -758556.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -758611.562500 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -758611.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -758667.312500 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -758667.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -758711.375000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -758711.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -758753.625000 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -758753.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -758804.875000 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -758804.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -758858.312500 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -758858.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -758913.312500 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -758913.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -758960.187500 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -758960.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -759006.500000 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -759006.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -759044.625000 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -759044.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -759079.812500 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -759079.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -759124.687500 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -759124.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -759162.437500 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -759162.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -759187.750000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -759187.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -759214.937500 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -759214.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -759238.250000 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -759238.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -759265.937500 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -759265.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -759288.562500 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -759288.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -759304.437500 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -759304.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -759320.437500 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -759320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -759336.562500 Penalty: 4330.102051
	Iteration 48Q: 3 clusters Score -759336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -759349.000000 Penalty: 4330.102051
	Iteration 49Q: 3 clusters Score -759349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -759354.000000 Penalty: 4330.102051
	Iteration 50Q: 3 clusters Score -759354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -759360.312500 Penalty: 4330.102051
	Iteration 51Q: 3 clusters Score -759360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -759365.062500 Penalty: 4330.102051
	Iteration 52Q: 3 clusters Score -759365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -759369.812500 Penalty: 4330.102051
	Iteration 53Q: 3 clusters Score -759369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -759378.000000 Penalty: 4330.102051
	Iteration 54Q: 3 clusters Score -759378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -759381.062500 Penalty: 4330.102051
	Iteration 55Q: 3 clusters Score -759381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -759386.750000 Penalty: 4330.102051
	Iteration 56Q: 3 clusters Score -759386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -759391.062500 Penalty: 4330.102051
	Iteration 57Q: 3 clusters Score -759391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -759393.812500 Penalty: 4330.102051
	Iteration 58Q: 3 clusters Score -759393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -759394.687500 Penalty: 4330.102051
	Iteration 59Q: 3 clusters Score -759394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -759395.812500 Penalty: 4330.102051
	Iteration 60F: 3 clusters Score -759395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -759396.937500 Penalty: 4330.102051
	Iteration 61Q: 3 clusters Score -759396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -759399.437500 Penalty: 4330.102051
	Iteration 62Q: 3 clusters Score -759399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -759402.125000 Penalty: 4330.102051
	Iteration 63Q: 3 clusters Score -759402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -759402.125000 Penalty: 4330.102051
	Iteration 64F: 3 clusters Score -759402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Entering Unmasked Estep 
Score: -3699261.250000 Penalty: 2549.526367
	Iteration 0F: 2 clusters Score -3699261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3679233.750000 Penalty: 5099.052734
	Iteration 0F: 3 clusters Score -3679234 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3686178.000000 Penalty: 5099.052734
	Iteration 1F: 3 clusters Score -3686178 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3686706.750000 Penalty: 5099.052734
	Iteration 2Q: 3 clusters Score -3686707 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3687253.750000 Penalty: 5099.052734
	Iteration 3Q: 3 clusters Score -3687254 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3687902.750000 Penalty: 5099.052734
	Iteration 4Q: 3 clusters Score -3687903 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3688719.500000 Penalty: 5099.052734
	Iteration 5F: 3 clusters Score -3688720 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3689732.250000 Penalty: 5099.052734
	Iteration 6F: 3 clusters Score -3689732 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3690974.250000 Penalty: 5099.052734
	Iteration 7F: 3 clusters Score -3690974 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3692511.750000 Penalty: 5099.052734
	Iteration 8F: 3 clusters Score -3692512 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3694135.000000 Penalty: 5099.052734
	Iteration 9F: 3 clusters Score -3694135 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3695341.250000 Penalty: 5099.052734
	Iteration 10Q: 3 clusters Score -3695341 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3695896.500000 Penalty: 5099.052734
	Iteration 11Q: 3 clusters Score -3695896 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3696097.250000 Penalty: 5099.052734
	Iteration 12Q: 3 clusters Score -3696097 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3696199.500000 Penalty: 5099.052734
	Iteration 13Q: 3 clusters Score -3696200 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3696290.000000 Penalty: 5099.052734
	Iteration 14Q: 3 clusters Score -3696290 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3696358.750000 Penalty: 5099.052734
	Iteration 15Q: 3 clusters Score -3696359 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3696405.250000 Penalty: 5099.052734
	Iteration 16Q: 3 clusters Score -3696405 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3696460.250000 Penalty: 5099.052734
	Iteration 17Q: 3 clusters Score -3696460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3696493.250000 Penalty: 5099.052734
	Iteration 18Q: 3 clusters Score -3696493 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3696529.500000 Penalty: 5099.052734
	Iteration 19Q: 3 clusters Score -3696530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3696546.750000 Penalty: 5099.052734
	Iteration 20F: 3 clusters Score -3696547 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3696580.750000 Penalty: 5099.052734
	Iteration 21Q: 3 clusters Score -3696581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3696602.500000 Penalty: 5099.052734
	Iteration 22Q: 3 clusters Score -3696602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3696614.750000 Penalty: 5099.052734
	Iteration 23Q: 3 clusters Score -3696615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3696638.500000 Penalty: 5099.052734
	Iteration 24Q: 3 clusters Score -3696638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3696659.500000 Penalty: 5099.052734
	Iteration 25Q: 3 clusters Score -3696660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3696670.750000 Penalty: 5099.052734
	Iteration 26Q: 3 clusters Score -3696671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3696683.250000 Penalty: 5099.052734
	Iteration 27Q: 3 clusters Score -3696683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3696695.500000 Penalty: 5099.052734
	Iteration 28Q: 3 clusters Score -3696696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3696701.250000 Penalty: 5099.052734
	Iteration 29Q: 3 clusters Score -3696701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3696709.000000 Penalty: 5099.052734
	Iteration 30Q: 3 clusters Score -3696709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3696724.500000 Penalty: 5099.052734
	Iteration 31Q: 3 clusters Score -3696724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3696737.500000 Penalty: 5099.052734
	Iteration 32Q: 3 clusters Score -3696738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3696740.250000 Penalty: 5099.052734
	Iteration 33Q: 3 clusters Score -3696740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3696750.750000 Penalty: 5099.052734
	Iteration 34Q: 3 clusters Score -3696751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3696768.750000 Penalty: 5099.052734
	Iteration 35Q: 3 clusters Score -3696769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3696769.750000 Penalty: 5099.052734
	Iteration 36Q: 3 clusters Score -3696770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3696779.750000 Penalty: 5099.052734
	Iteration 37Q: 3 clusters Score -3696780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3696789.750000 Penalty: 5099.052734
	Iteration 38Q: 3 clusters Score -3696790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3696791.000000 Penalty: 5099.052734
	Iteration 39Q: 3 clusters Score -3696791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3696807.250000 Penalty: 5099.052734
	Iteration 40F: 3 clusters Score -3696807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3696826.000000 Penalty: 5099.052734
	Iteration 41Q: 3 clusters Score -3696826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3696829.500000 Penalty: 5099.052734
	Iteration 42Q: 3 clusters Score -3696830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3696831.000000 Penalty: 5099.052734
	Iteration 43Q: 3 clusters Score -3696831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3696844.500000 Penalty: 5099.052734
	Iteration 44Q: 3 clusters Score -3696844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3696851.000000 Penalty: 5099.052734
	Iteration 45Q: 3 clusters Score -3696851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3696861.000000 Penalty: 5099.052734
	Iteration 46Q: 3 clusters Score -3696861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3696863.250000 Penalty: 5099.052734
	Iteration 47Q: 3 clusters Score -3696863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3696872.250000 Penalty: 5099.052734
	Iteration 48Q: 3 clusters Score -3696872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3696871.000000 Penalty: 5099.052734
	Iteration 49Q: 3 clusters Score -3696871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3696878.500000 Penalty: 5099.052734
	Iteration 50Q: 3 clusters Score -3696878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3696884.500000 Penalty: 5099.052734
	Iteration 51Q: 3 clusters Score -3696884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3696901.500000 Penalty: 5099.052734
	Iteration 52Q: 3 clusters Score -3696902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3696914.250000 Penalty: 5099.052734
	Iteration 53Q: 3 clusters Score -3696914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3696920.500000 Penalty: 5099.052734
	Iteration 54Q: 3 clusters Score -3696920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3696923.250000 Penalty: 5099.052734
	Iteration 55Q: 3 clusters Score -3696923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3696936.750000 Penalty: 5099.052734
	Iteration 56Q: 3 clusters Score -3696937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3696935.250000 Penalty: 5099.052734
	Iteration 57Q: 3 clusters Score -3696935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3696933.250000 Penalty: 5099.052734
	Iteration 58Q: 3 clusters Score -3696933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3696945.750000 Penalty: 5099.052734
	Iteration 59Q: 3 clusters Score -3696946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3696949.000000 Penalty: 5099.052734
	Iteration 60F: 3 clusters Score -3696949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3696957.750000 Penalty: 5099.052734
	Iteration 61Q: 3 clusters Score -3696958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3696956.500000 Penalty: 5099.052734
	Iteration 62Q: 3 clusters Score -3696956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3696953.750000 Penalty: 5099.052734
	Iteration 63Q: 3 clusters Score -3696954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3696952.750000 Penalty: 5099.052734
	Iteration 64Q: 3 clusters Score -3696953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3696955.000000 Penalty: 5099.052734
	Iteration 65Q: 3 clusters Score -3696955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3696954.750000 Penalty: 5099.052734
	Iteration 66Q: 3 clusters Score -3696955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3696957.500000 Penalty: 5099.052734
	Iteration 67Q: 3 clusters Score -3696958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3696957.500000 Penalty: 5099.052734
	Iteration 68Q: 3 clusters Score -3696958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3696956.000000 Penalty: 5099.052734
	Iteration 69Q: 3 clusters Score -3696956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3696963.500000 Penalty: 5099.052734
	Iteration 70Q: 3 clusters Score -3696964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3696962.000000 Penalty: 5099.052734
	Iteration 71Q: 3 clusters Score -3696962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3696963.500000 Penalty: 5099.052734
	Iteration 72Q: 3 clusters Score -3696964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3696967.500000 Penalty: 5099.052734
	Iteration 73Q: 3 clusters Score -3696968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3696970.000000 Penalty: 5099.052734
	Iteration 74Q: 3 clusters Score -3696970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3696969.750000 Penalty: 5099.052734
	Iteration 75Q: 3 clusters Score -3696970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3696967.750000 Penalty: 5099.052734
	Iteration 76Q: 3 clusters Score -3696968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3696967.000000 Penalty: 5099.052734
	Iteration 77Q: 3 clusters Score -3696967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3696966.250000 Penalty: 5099.052734
	Iteration 78Q: 3 clusters Score -3696966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3696966.250000 Penalty: 5099.052734
	Iteration 79F: 3 clusters Score -3696966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Entering Unmasked Estep 
Score: -6518437.500000 Penalty: 2690.293457
	Iteration 0F: 2 clusters Score -6518438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -6483766.500000 Penalty: 5380.586914
	Iteration 0F: 3 clusters Score -6483766 nChanged 23727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6496654.000000 Penalty: 5380.586914
	Iteration 1F: 3 clusters Score -6496654 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6497083.500000 Penalty: 5380.586914
	Iteration 2Q: 3 clusters Score -6497084 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -6497477.500000 Penalty: 5380.586914
	Iteration 3Q: 3 clusters Score -6497478 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6497873.000000 Penalty: 5380.586914
	Iteration 4Q: 3 clusters Score -6497873 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -6498254.500000 Penalty: 5380.586914
	Iteration 5Q: 3 clusters Score -6498254 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -6498710.500000 Penalty: 5380.586914
	Iteration 6Q: 3 clusters Score -6498710 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6499174.500000 Penalty: 5380.586914
	Iteration 7Q: 3 clusters Score -6499174 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6499812.500000 Penalty: 5380.586914
	Iteration 8Q: 3 clusters Score -6499812 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -6500746.500000 Penalty: 5380.586914
	Iteration 9Q: 3 clusters Score -6500746 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -6502088.500000 Penalty: 5380.586914
	Iteration 10Q: 3 clusters Score -6502088 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -6504008.500000 Penalty: 5380.586914
	Iteration 11F: 3 clusters Score -6504008 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -6506406.000000 Penalty: 5380.586914
	Iteration 12F: 3 clusters Score -6506406 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -6508974.000000 Penalty: 5380.586914
	Iteration 13F: 3 clusters Score -6508974 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6511138.500000 Penalty: 5380.586914
	Iteration 14F: 3 clusters Score -6511138 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -6512729.500000 Penalty: 5380.586914
	Iteration 15Q: 3 clusters Score -6512730 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6513716.000000 Penalty: 5380.586914
	Iteration 16Q: 3 clusters Score -6513716 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6514478.500000 Penalty: 5380.586914
	Iteration 17Q: 3 clusters Score -6514478 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6515019.000000 Penalty: 5380.586914
	Iteration 18Q: 3 clusters Score -6515019 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6515392.000000 Penalty: 5380.586914
	Iteration 19Q: 3 clusters Score -6515392 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6515645.500000 Penalty: 5380.586914
	Iteration 20F: 3 clusters Score -6515646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6515853.500000 Penalty: 5380.586914
	Iteration 21Q: 3 clusters Score -6515854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6515963.000000 Penalty: 5380.586914
	Iteration 22Q: 3 clusters Score -6515963 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6516041.000000 Penalty: 5380.586914
	Iteration 23Q: 3 clusters Score -6516041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6516100.000000 Penalty: 5380.586914
	Iteration 24Q: 3 clusters Score -6516100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6516133.000000 Penalty: 5380.586914
	Iteration 25Q: 3 clusters Score -6516133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6516170.500000 Penalty: 5380.586914
	Iteration 26Q: 3 clusters Score -6516170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6516196.000000 Penalty: 5380.586914
	Iteration 27Q: 3 clusters Score -6516196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6516230.500000 Penalty: 5380.586914
	Iteration 28Q: 3 clusters Score -6516230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6516248.500000 Penalty: 5380.586914
	Iteration 29Q: 3 clusters Score -6516248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6516256.500000 Penalty: 5380.586914
	Iteration 30Q: 3 clusters Score -6516256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6516272.000000 Penalty: 5380.586914
	Iteration 31Q: 3 clusters Score -6516272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6516286.500000 Penalty: 5380.586914
	Iteration 32Q: 3 clusters Score -6516286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6516297.500000 Penalty: 5380.586914
	Iteration 33Q: 3 clusters Score -6516298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6516298.000000 Penalty: 5380.586914
	Iteration 34Q: 3 clusters Score -6516298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6516310.000000 Penalty: 5380.586914
	Iteration 35Q: 3 clusters Score -6516310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6516306.500000 Penalty: 5380.586914
	Iteration 36Q: 3 clusters Score -6516306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6516306.000000 Penalty: 5380.586914
	Iteration 37Q: 3 clusters Score -6516306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6516312.000000 Penalty: 5380.586914
	Iteration 38Q: 3 clusters Score -6516312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6516316.000000 Penalty: 5380.586914
	Iteration 39Q: 3 clusters Score -6516316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6516322.000000 Penalty: 5380.586914
	Iteration 40F: 3 clusters Score -6516322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6516343.500000 Penalty: 5380.586914
	Iteration 41Q: 3 clusters Score -6516344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6516346.000000 Penalty: 5380.586914
	Iteration 42Q: 3 clusters Score -6516346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6516354.500000 Penalty: 5380.586914
	Iteration 43Q: 3 clusters Score -6516354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6516362.500000 Penalty: 5380.586914
	Iteration 44Q: 3 clusters Score -6516362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6516372.000000 Penalty: 5380.586914
	Iteration 45Q: 3 clusters Score -6516372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6516372.500000 Penalty: 5380.586914
	Iteration 46Q: 3 clusters Score -6516372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6516369.500000 Penalty: 5380.586914
	Iteration 47Q: 3 clusters Score -6516370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6516371.500000 Penalty: 5380.586914
	Iteration 48Q: 3 clusters Score -6516372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6516365.000000 Penalty: 5380.586914
	Iteration 49Q: 3 clusters Score -6516365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6516371.500000 Penalty: 5380.586914
	Iteration 50Q: 3 clusters Score -6516372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6516377.000000 Penalty: 5380.586914
	Iteration 51Q: 3 clusters Score -6516377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6516370.500000 Penalty: 5380.586914
	Iteration 52Q: 3 clusters Score -6516370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6516382.500000 Penalty: 5380.586914
	Iteration 53Q: 3 clusters Score -6516382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6516378.000000 Penalty: 5380.586914
	Iteration 54Q: 3 clusters Score -6516378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6516384.500000 Penalty: 5380.586914
	Iteration 55Q: 3 clusters Score -6516384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6516388.000000 Penalty: 5380.586914
	Iteration 56Q: 3 clusters Score -6516388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6516390.500000 Penalty: 5380.586914
	Iteration 57Q: 3 clusters Score -6516390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6516390.000000 Penalty: 5380.586914
	Iteration 58Q: 3 clusters Score -6516390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6516392.500000 Penalty: 5380.586914
	Iteration 59Q: 3 clusters Score -6516392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6516396.000000 Penalty: 5380.586914
	Iteration 60F: 3 clusters Score -6516396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6516394.500000 Penalty: 5380.586914
	Iteration 61Q: 3 clusters Score -6516394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6516394.500000 Penalty: 5380.586914
	Iteration 62F: 3 clusters Score -6516394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -721867.312500 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -721867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -716520.000000 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -716520 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -718197.625000 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -718197.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -718679.312500 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -718679.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -719027.187500 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -719027.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -719290.187500 Penalty: 4352.672852
	Iteration 4F: 3 clusters Score -719290.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -719499.500000 Penalty: 4352.672852
	Iteration 5Q: 3 clusters Score -719499.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -719653.437500 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -719653.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -719754.187500 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -719754.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -719828.375000 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -719828.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -719875.937500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -719875.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -719920.437500 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -719920.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -719964.625000 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -719964.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -720009.312500 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -720009.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -720044.750000 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -720044.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -720081.812500 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -720081.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -720114.312500 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -720114.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -720141.687500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -720141.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -720167.875000 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -720167.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -720184.687500 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -720184.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -720194.500000 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -720194.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -720202.937500 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -720202.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -720210.312500 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -720210.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -720219.875000 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -720219.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -720228.250000 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -720228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -720241.062500 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -720241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -720252.625000 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -720252.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -720262.750000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -720262.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -720269.375000 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -720269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -720277.437500 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -720277.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -720284.750000 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -720284.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -720294.687500 Penalty: 4352.672852
	Iteration 30Q: 3 clusters Score -720294.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -720304.000000 Penalty: 4352.672852
	Iteration 31Q: 3 clusters Score -720304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -720315.000000 Penalty: 4352.672852
	Iteration 32Q: 3 clusters Score -720315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -720327.625000 Penalty: 4352.672852
	Iteration 33Q: 3 clusters Score -720327.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -720334.437500 Penalty: 4352.672852
	Iteration 34Q: 3 clusters Score -720334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -720341.500000 Penalty: 4352.672852
	Iteration 35Q: 3 clusters Score -720341.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -720345.687500 Penalty: 4352.672852
	Iteration 36Q: 3 clusters Score -720345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -720349.125000 Penalty: 4352.672852
	Iteration 37Q: 3 clusters Score -720349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -720351.000000 Penalty: 4352.672852
	Iteration 38Q: 3 clusters Score -720351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -720354.625000 Penalty: 4352.672852
	Iteration 39Q: 3 clusters Score -720354.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -720358.812500 Penalty: 4352.672852
	Iteration 40F: 3 clusters Score -720358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -720364.562500 Penalty: 4352.672852
	Iteration 41Q: 3 clusters Score -720364.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -720368.125000 Penalty: 4352.672852
	Iteration 42Q: 3 clusters Score -720368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -720372.812500 Penalty: 4352.672852
	Iteration 43Q: 3 clusters Score -720372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -720375.375000 Penalty: 4352.672852
	Iteration 44Q: 3 clusters Score -720375.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -720382.187500 Penalty: 4352.672852
	Iteration 45Q: 3 clusters Score -720382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -720386.375000 Penalty: 4352.672852
	Iteration 46Q: 3 clusters Score -720386.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -720394.437500 Penalty: 4352.672852
	Iteration 47Q: 3 clusters Score -720394.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -720401.250000 Penalty: 4352.672852
	Iteration 48Q: 3 clusters Score -720401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -720405.875000 Penalty: 4352.672852
	Iteration 49Q: 3 clusters Score -720405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -720411.375000 Penalty: 4352.672852
	Iteration 50Q: 3 clusters Score -720411.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -720414.062500 Penalty: 4352.672852
	Iteration 51Q: 3 clusters Score -720414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -720414.625000 Penalty: 4352.672852
	Iteration 52Q: 3 clusters Score -720414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -720416.437500 Penalty: 4352.672852
	Iteration 53Q: 3 clusters Score -720416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -720418.062500 Penalty: 4352.672852
	Iteration 54Q: 3 clusters Score -720418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -720421.000000 Penalty: 4352.672852
	Iteration 55Q: 3 clusters Score -720421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -720419.625000 Penalty: 4352.672852
	Iteration 56Q: 3 clusters Score -720419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -720422.750000 Penalty: 4352.672852
	Iteration 57Q: 3 clusters Score -720422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -720423.812500 Penalty: 4352.672852
	Iteration 58Q: 3 clusters Score -720423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -720424.812500 Penalty: 4352.672852
	Iteration 59Q: 3 clusters Score -720424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -720426.000000 Penalty: 4352.672852
	Iteration 60F: 3 clusters Score -720426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -720428.312500 Penalty: 4352.672852
	Iteration 61Q: 3 clusters Score -720428.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -720428.125000 Penalty: 4352.672852
	Iteration 62Q: 3 clusters Score -720428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -720432.625000 Penalty: 4352.672852
	Iteration 63Q: 3 clusters Score -720432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -720437.687500 Penalty: 4352.672852
	Iteration 64Q: 3 clusters Score -720437.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -720439.500000 Penalty: 4352.672852
	Iteration 65Q: 3 clusters Score -720439.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -720444.687500 Penalty: 4352.672852
	Iteration 66Q: 3 clusters Score -720444.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -720447.312500 Penalty: 4352.672852
	Iteration 67Q: 3 clusters Score -720447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -720449.000000 Penalty: 4352.672852
	Iteration 68Q: 3 clusters Score -720449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -720451.500000 Penalty: 4352.672852
	Iteration 69Q: 3 clusters Score -720451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -720456.125000 Penalty: 4352.672852
	Iteration 70Q: 3 clusters Score -720456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -720461.500000 Penalty: 4352.672852
	Iteration 71Q: 3 clusters Score -720461.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -720472.250000 Penalty: 4352.672852
	Iteration 72Q: 3 clusters Score -720472.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -720480.187500 Penalty: 4352.672852
	Iteration 73Q: 3 clusters Score -720480.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -720486.812500 Penalty: 4352.672852
	Iteration 74Q: 3 clusters Score -720486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -720490.125000 Penalty: 4352.672852
	Iteration 75Q: 3 clusters Score -720490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -720492.250000 Penalty: 4352.672852
	Iteration 76Q: 3 clusters Score -720492.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -720502.187500 Penalty: 4352.672852
	Iteration 77Q: 3 clusters Score -720502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -720509.125000 Penalty: 4352.672852
	Iteration 78Q: 3 clusters Score -720509.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -720519.125000 Penalty: 4352.672852
	Iteration 79Q: 3 clusters Score -720519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -720526.062500 Penalty: 4352.672852
	Iteration 80F: 3 clusters Score -720526.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -720540.000000 Penalty: 4352.672852
	Iteration 81Q: 3 clusters Score -720540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -720549.750000 Penalty: 4352.672852
	Iteration 82Q: 3 clusters Score -720549.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -720564.562500 Penalty: 4352.672852
	Iteration 83Q: 3 clusters Score -720564.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -720574.562500 Penalty: 4352.672852
	Iteration 84Q: 3 clusters Score -720574.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -720584.687500 Penalty: 4352.672852
	Iteration 85Q: 3 clusters Score -720584.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -720594.875000 Penalty: 4352.672852
	Iteration 86Q: 3 clusters Score -720594.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -720608.687500 Penalty: 4352.672852
	Iteration 87Q: 3 clusters Score -720608.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -720619.187500 Penalty: 4352.672852
	Iteration 88Q: 3 clusters Score -720619.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -720630.750000 Penalty: 4352.672852
	Iteration 89Q: 3 clusters Score -720630.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -720650.312500 Penalty: 4352.672852
	Iteration 90Q: 3 clusters Score -720650.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -720665.687500 Penalty: 4352.672852
	Iteration 91Q: 3 clusters Score -720665.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -720679.562500 Penalty: 4352.672852
	Iteration 92Q: 3 clusters Score -720679.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -720687.187500 Penalty: 4352.672852
	Iteration 93Q: 3 clusters Score -720687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -720691.562500 Penalty: 4352.672852
	Iteration 94Q: 3 clusters Score -720691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -720695.375000 Penalty: 4352.672852
	Iteration 95Q: 3 clusters Score -720695.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -720696.500000 Penalty: 4352.672852
	Iteration 96Q: 3 clusters Score -720696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -720699.562500 Penalty: 4352.672852
	Iteration 97Q: 3 clusters Score -720699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -720702.562500 Penalty: 4352.672852
	Iteration 98Q: 3 clusters Score -720702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -720704.437500 Penalty: 4352.672852
	Iteration 99Q: 3 clusters Score -720704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -720704.875000 Penalty: 4352.672852
	Iteration 100F: 3 clusters Score -720704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -720708.375000 Penalty: 4352.672852
	Iteration 101Q: 3 clusters Score -720708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -720706.812500 Penalty: 4352.672852
	Iteration 102Q: 3 clusters Score -720706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -720705.937500 Penalty: 4352.672852
	Iteration 103Q: 3 clusters Score -720705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -720708.562500 Penalty: 4352.672852
	Iteration 104Q: 3 clusters Score -720708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -720709.687500 Penalty: 4352.672852
	Iteration 105Q: 3 clusters Score -720709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -720708.562500 Penalty: 4352.672852
	Iteration 106Q: 3 clusters Score -720708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -720708.250000 Penalty: 4352.672852
	Iteration 107Q: 3 clusters Score -720708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -720708.750000 Penalty: 4352.672852
	Iteration 108Q: 3 clusters Score -720708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -720708.750000 Penalty: 4352.672852
	Iteration 109F: 3 clusters Score -720708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Entering Unmasked Estep 
Score: -1306111.000000 Penalty: 2293.318115
	Iteration 0F: 2 clusters Score -1306111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1298242.375000 Penalty: 4586.636230
	Iteration 0F: 3 clusters Score -1298242 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1300539.000000 Penalty: 4586.636230
	Iteration 1F: 3 clusters Score -1300539 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1300922.375000 Penalty: 4586.636230
	Iteration 2F: 3 clusters Score -1300922 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1301275.250000 Penalty: 4586.636230
	Iteration 3F: 3 clusters Score -1301275 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1301638.625000 Penalty: 4586.636230
	Iteration 4F: 3 clusters Score -1301639 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1302018.750000 Penalty: 4586.636230
	Iteration 5F: 3 clusters Score -1302019 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1302424.375000 Penalty: 4586.636230
	Iteration 6F: 3 clusters Score -1302424 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1302842.875000 Penalty: 4586.636230
	Iteration 7F: 3 clusters Score -1302843 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1303224.875000 Penalty: 4586.636230
	Iteration 8F: 3 clusters Score -1303225 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1303576.625000 Penalty: 4586.636230
	Iteration 9Q: 3 clusters Score -1303577 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1303923.500000 Penalty: 4586.636230
	Iteration 10Q: 3 clusters Score -1303924 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1304222.375000 Penalty: 4586.636230
	Iteration 11Q: 3 clusters Score -1304222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1304456.000000 Penalty: 4586.636230
	Iteration 12Q: 3 clusters Score -1304456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1304620.625000 Penalty: 4586.636230
	Iteration 13Q: 3 clusters Score -1304621 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1304744.625000 Penalty: 4586.636230
	Iteration 14Q: 3 clusters Score -1304745 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1304838.625000 Penalty: 4586.636230
	Iteration 15Q: 3 clusters Score -1304839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1304911.750000 Penalty: 4586.636230
	Iteration 16Q: 3 clusters Score -1304912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1304962.375000 Penalty: 4586.636230
	Iteration 17Q: 3 clusters Score -1304962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1305003.000000 Penalty: 4586.636230
	Iteration 18Q: 3 clusters Score -1305003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1305028.375000 Penalty: 4586.636230
	Iteration 19Q: 3 clusters Score -1305028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1305050.500000 Penalty: 4586.636230
	Iteration 20F: 3 clusters Score -1305050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1305061.625000 Penalty: 4586.636230
	Iteration 21Q: 3 clusters Score -1305062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1305069.250000 Penalty: 4586.636230
	Iteration 22Q: 3 clusters Score -1305069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1305073.500000 Penalty: 4586.636230
	Iteration 23Q: 3 clusters Score -1305074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1305076.000000 Penalty: 4586.636230
	Iteration 24Q: 3 clusters Score -1305076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1305076.375000 Penalty: 4586.636230
	Iteration 25Q: 3 clusters Score -1305076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1305077.000000 Penalty: 4586.636230
	Iteration 26Q: 3 clusters Score -1305077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1305077.125000 Penalty: 4586.636230
	Iteration 27Q: 3 clusters Score -1305077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1305078.500000 Penalty: 4586.636230
	Iteration 28Q: 3 clusters Score -1305078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1305079.625000 Penalty: 4586.636230
	Iteration 29Q: 3 clusters Score -1305080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1305079.625000 Penalty: 4586.636230
	Iteration 30F: 3 clusters Score -1305080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -690601.250000 Penalty: 2146.536377
	Iteration 0F: 2 clusters Score -690601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -685630.062500 Penalty: 4293.072754
	Iteration 0F: 3 clusters Score -685630.1 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -687159.437500 Penalty: 4293.072754
	Iteration 1F: 3 clusters Score -687159.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -687664.812500 Penalty: 4293.072754
	Iteration 2F: 3 clusters Score -687664.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -688006.437500 Penalty: 4293.072754
	Iteration 3F: 3 clusters Score -688006.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -688235.875000 Penalty: 4293.072754
	Iteration 4F: 3 clusters Score -688235.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -688445.687500 Penalty: 4293.072754
	Iteration 5F: 3 clusters Score -688445.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -688637.000000 Penalty: 4293.072754
	Iteration 6Q: 3 clusters Score -688637 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -688794.187500 Penalty: 4293.072754
	Iteration 7Q: 3 clusters Score -688794.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -688916.125000 Penalty: 4293.072754
	Iteration 8Q: 3 clusters Score -688916.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -688990.187500 Penalty: 4293.072754
	Iteration 9Q: 3 clusters Score -688990.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -689056.875000 Penalty: 4293.072754
	Iteration 10Q: 3 clusters Score -689056.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -689117.500000 Penalty: 4293.072754
	Iteration 11Q: 3 clusters Score -689117.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -689152.875000 Penalty: 4293.072754
	Iteration 12Q: 3 clusters Score -689152.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -689176.125000 Penalty: 4293.072754
	Iteration 13Q: 3 clusters Score -689176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -689195.375000 Penalty: 4293.072754
	Iteration 14Q: 3 clusters Score -689195.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -689213.250000 Penalty: 4293.072754
	Iteration 15Q: 3 clusters Score -689213.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -689229.000000 Penalty: 4293.072754
	Iteration 16Q: 3 clusters Score -689229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -689245.187500 Penalty: 4293.072754
	Iteration 17Q: 3 clusters Score -689245.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -689250.437500 Penalty: 4293.072754
	Iteration 18Q: 3 clusters Score -689250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -689254.375000 Penalty: 4293.072754
	Iteration 19Q: 3 clusters Score -689254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -689261.250000 Penalty: 4293.072754
	Iteration 20F: 3 clusters Score -689261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -689267.187500 Penalty: 4293.072754
	Iteration 21Q: 3 clusters Score -689267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -689274.687500 Penalty: 4293.072754
	Iteration 22Q: 3 clusters Score -689274.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -689280.875000 Penalty: 4293.072754
	Iteration 23Q: 3 clusters Score -689280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -689285.812500 Penalty: 4293.072754
	Iteration 24Q: 3 clusters Score -689285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -689288.687500 Penalty: 4293.072754
	Iteration 25Q: 3 clusters Score -689288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -689294.125000 Penalty: 4293.072754
	Iteration 26Q: 3 clusters Score -689294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -689295.937500 Penalty: 4293.072754
	Iteration 27Q: 3 clusters Score -689295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -689297.312500 Penalty: 4293.072754
	Iteration 28Q: 3 clusters Score -689297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -689297.625000 Penalty: 4293.072754
	Iteration 29Q: 3 clusters Score -689297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -689299.687500 Penalty: 4293.072754
	Iteration 30Q: 3 clusters Score -689299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -689301.250000 Penalty: 4293.072754
	Iteration 31Q: 3 clusters Score -689301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -689305.750000 Penalty: 4293.072754
	Iteration 32Q: 3 clusters Score -689305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -689306.625000 Penalty: 4293.072754
	Iteration 33Q: 3 clusters Score -689306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -689305.250000 Penalty: 4293.072754
	Iteration 34Q: 3 clusters Score -689305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -689307.500000 Penalty: 4293.072754
	Iteration 35Q: 3 clusters Score -689307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -689307.062500 Penalty: 4293.072754
	Iteration 36Q: 3 clusters Score -689307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -689307.062500 Penalty: 4293.072754
	Iteration 37F: 3 clusters Score -689307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18408.658203 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -18408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17326.656250 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -17326.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17476.912109 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -17476.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17492.628906 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -17492.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17492.628906 Penalty: 2649.797852
	Iteration 3F: 3 clusters Score -17492.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -83377.164062 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -83377.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81661.625000 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -81661.62 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82108.570312 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -82108.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82365.773438 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -82365.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82596.632812 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -82596.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82939.343750 Penalty: 3327.209717
	Iteration 4F: 3 clusters Score -82939.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83356.187500 Penalty: 3327.209717
	Iteration 5F: 3 clusters Score -83356.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -83642.734375 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -83642.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83705.867188 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -83705.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83726.695312 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -83726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83741.148438 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -83741.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83758.843750 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -83758.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83769.203125 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -83769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83813.062500 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -83813.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83840.070312 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -83840.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83842.859375 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -83842.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83842.859375 Penalty: 3327.209717
	Iteration 15F: 3 clusters Score -83842.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 282 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 537 members 
Entering Unmasked Estep 
Score: -142009344.000000 Penalty: 176731.625000
Splitting cluster 35 changes total score from -142010640.000000 to -142009344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -271910.656250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -271910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269171.843750 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -269171.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -269655.625000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -269655.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -269792.906250 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -269792.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269861.968750 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -269862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269894.781250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -269894.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -269919.406250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -269919.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269938.125000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -269938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269948.375000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -269948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269955.156250 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -269955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269963.843750 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -269963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269967.000000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -269967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269971.156250 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -269971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269975.000000 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -269975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269977.250000 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -269977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269980.875000 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -269980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -269984.031250 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -269984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269991.593750 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -269991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269998.406250 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -269998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -270001.531250 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -270001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -270001.937500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -270001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -270003.156250 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -270003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -270004.000000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -270004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -270005.906250 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -270005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270007.593750 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -270007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -270008.843750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -270008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270011.437500 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -270011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270012.750000 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -270012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -270013.187500 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -270013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -270013.187500 Penalty: 3809.137939
	Iteration 28F: 3 clusters Score -270013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130255.054688 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130255.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -130617.320312 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130617.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130819.617188 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -130819.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131043.812500 Penalty: 3501.570312
	Iteration 3F: 3 clusters Score -131043.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131184.125000 Penalty: 3501.570312
	Iteration 4F: 3 clusters Score -131184.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131259.250000 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131259.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -131304.546875 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131304.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -131382.203125 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131382.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131515.703125 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131515.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131621.078125 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131660.265625 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131660.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131697.125000 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131697.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131749.828125 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131749.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -131782.250000 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131815.828125 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131845.500000 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -131867.984375 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131886.921875 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131907.718750 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131927.406250 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131942.437500 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131957.968750 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -131960.343750 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -131962.671875 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131968.078125 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131971.765625 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -131971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131978.812500 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -131978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131979.765625 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -131979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131979.765625 Penalty: 3501.570312
	Iteration 28F: 3 clusters Score -131979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -776957.250000 Penalty: 2188.118652
	Iteration 0F: 2 clusters Score -776957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -771394.750000 Penalty: 4376.237305
	Iteration 0F: 3 clusters Score -771394.8 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -772861.812500 Penalty: 4376.237305
	Iteration 1F: 3 clusters Score -772861.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -773107.312500 Penalty: 4376.237305
	Iteration 2F: 3 clusters Score -773107.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -773311.500000 Penalty: 4376.237305
	Iteration 3F: 3 clusters Score -773311.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -773471.125000 Penalty: 4376.237305
	Iteration 4Q: 3 clusters Score -773471.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -773612.937500 Penalty: 4376.237305
	Iteration 5Q: 3 clusters Score -773612.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -773765.375000 Penalty: 4376.237305
	Iteration 6Q: 3 clusters Score -773765.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -773933.062500 Penalty: 4376.237305
	Iteration 7Q: 3 clusters Score -773933.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -774105.000000 Penalty: 4376.237305
	Iteration 8Q: 3 clusters Score -774105 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -774292.250000 Penalty: 4376.237305
	Iteration 9Q: 3 clusters Score -774292.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -774511.375000 Penalty: 4376.237305
	Iteration 10Q: 3 clusters Score -774511.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -774712.312500 Penalty: 4376.237305
	Iteration 11Q: 3 clusters Score -774712.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -774899.625000 Penalty: 4376.237305
	Iteration 12Q: 3 clusters Score -774899.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -775077.562500 Penalty: 4376.237305
	Iteration 13Q: 3 clusters Score -775077.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -775253.562500 Penalty: 4376.237305
	Iteration 14Q: 3 clusters Score -775253.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -775382.687500 Penalty: 4376.237305
	Iteration 15Q: 3 clusters Score -775382.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -775458.000000 Penalty: 4376.237305
	Iteration 16Q: 3 clusters Score -775458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -775491.687500 Penalty: 4376.237305
	Iteration 17Q: 3 clusters Score -775491.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -775516.250000 Penalty: 4376.237305
	Iteration 18Q: 3 clusters Score -775516.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -775536.187500 Penalty: 4376.237305
	Iteration 19Q: 3 clusters Score -775536.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -775558.250000 Penalty: 4376.237305
	Iteration 20F: 3 clusters Score -775558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -775572.000000 Penalty: 4376.237305
	Iteration 21Q: 3 clusters Score -775572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -775589.500000 Penalty: 4376.237305
	Iteration 22Q: 3 clusters Score -775589.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -775607.562500 Penalty: 4376.237305
	Iteration 23Q: 3 clusters Score -775607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -775612.812500 Penalty: 4376.237305
	Iteration 24Q: 3 clusters Score -775612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -775620.687500 Penalty: 4376.237305
	Iteration 25Q: 3 clusters Score -775620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -775626.687500 Penalty: 4376.237305
	Iteration 26Q: 3 clusters Score -775626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -775630.625000 Penalty: 4376.237305
	Iteration 27Q: 3 clusters Score -775630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -775634.312500 Penalty: 4376.237305
	Iteration 28Q: 3 clusters Score -775634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -775636.750000 Penalty: 4376.237305
	Iteration 29Q: 3 clusters Score -775636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -775642.875000 Penalty: 4376.237305
	Iteration 30Q: 3 clusters Score -775642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -775648.250000 Penalty: 4376.237305
	Iteration 31Q: 3 clusters Score -775648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -775649.250000 Penalty: 4376.237305
	Iteration 32Q: 3 clusters Score -775649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -775649.562500 Penalty: 4376.237305
	Iteration 33Q: 3 clusters Score -775649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -775649.562500 Penalty: 4376.237305
	Iteration 34F: 3 clusters Score -775649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Entering Unmasked Estep 
Score: -3738938.750000 Penalty: 2551.635254
	Iteration 0F: 2 clusters Score -3738939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3718740.000000 Penalty: 5103.270508
	Iteration 0F: 3 clusters Score -3718740 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3725918.000000 Penalty: 5103.270508
	Iteration 1F: 3 clusters Score -3725918 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3726347.000000 Penalty: 5103.270508
	Iteration 2Q: 3 clusters Score -3726347 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3726705.500000 Penalty: 5103.270508
	Iteration 3Q: 3 clusters Score -3726706 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3727027.250000 Penalty: 5103.270508
	Iteration 4Q: 3 clusters Score -3727027 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3727311.000000 Penalty: 5103.270508
	Iteration 5Q: 3 clusters Score -3727311 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3727540.000000 Penalty: 5103.270508
	Iteration 6Q: 3 clusters Score -3727540 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3727759.000000 Penalty: 5103.270508
	Iteration 7Q: 3 clusters Score -3727759 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3728036.500000 Penalty: 5103.270508
	Iteration 8Q: 3 clusters Score -3728036 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3728394.000000 Penalty: 5103.270508
	Iteration 9Q: 3 clusters Score -3728394 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3728898.000000 Penalty: 5103.270508
	Iteration 10Q: 3 clusters Score -3728898 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3729540.250000 Penalty: 5103.270508
	Iteration 11Q: 3 clusters Score -3729540 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3730386.250000 Penalty: 5103.270508
	Iteration 12Q: 3 clusters Score -3730386 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3731481.000000 Penalty: 5103.270508
	Iteration 13F: 3 clusters Score -3731481 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3732744.250000 Penalty: 5103.270508
	Iteration 14F: 3 clusters Score -3732744 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3733977.000000 Penalty: 5103.270508
	Iteration 15F: 3 clusters Score -3733977 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3734907.000000 Penalty: 5103.270508
	Iteration 16Q: 3 clusters Score -3734907 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3735533.750000 Penalty: 5103.270508
	Iteration 17Q: 3 clusters Score -3735534 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3736014.000000 Penalty: 5103.270508
	Iteration 18Q: 3 clusters Score -3736014 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3736313.250000 Penalty: 5103.270508
	Iteration 19Q: 3 clusters Score -3736313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3736491.500000 Penalty: 5103.270508
	Iteration 20F: 3 clusters Score -3736492 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3736638.250000 Penalty: 5103.270508
	Iteration 21Q: 3 clusters Score -3736638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3736741.500000 Penalty: 5103.270508
	Iteration 22Q: 3 clusters Score -3736742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3736825.500000 Penalty: 5103.270508
	Iteration 23Q: 3 clusters Score -3736826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3736898.500000 Penalty: 5103.270508
	Iteration 24Q: 3 clusters Score -3736898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3736936.750000 Penalty: 5103.270508
	Iteration 25Q: 3 clusters Score -3736937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3736965.250000 Penalty: 5103.270508
	Iteration 26Q: 3 clusters Score -3736965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3736989.500000 Penalty: 5103.270508
	Iteration 27Q: 3 clusters Score -3736990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3736999.000000 Penalty: 5103.270508
	Iteration 28Q: 3 clusters Score -3736999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3737005.250000 Penalty: 5103.270508
	Iteration 29Q: 3 clusters Score -3737005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3737004.500000 Penalty: 5103.270508
	Iteration 30Q: 3 clusters Score -3737004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3737004.500000 Penalty: 5103.270508
	Iteration 31Q: 3 clusters Score -3737004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3737011.500000 Penalty: 5103.270508
	Iteration 32Q: 3 clusters Score -3737012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3737008.000000 Penalty: 5103.270508
	Iteration 33Q: 3 clusters Score -3737008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3737018.750000 Penalty: 5103.270508
	Iteration 34Q: 3 clusters Score -3737019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3737018.500000 Penalty: 5103.270508
	Iteration 35Q: 3 clusters Score -3737018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3737022.250000 Penalty: 5103.270508
	Iteration 36Q: 3 clusters Score -3737022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3737020.000000 Penalty: 5103.270508
	Iteration 37Q: 3 clusters Score -3737020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3737020.000000 Penalty: 5103.270508
	Iteration 38F: 3 clusters Score -3737020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -87119.132812 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -87119.13 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 365 members 
Entering Unmasked Estep 
Score: -85386.156250 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -85386.16 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85608.171875 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -85608.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85656.226562 Penalty: 3280.903809
	Iteration 2Q: 3 clusters Score -85656.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85682.828125 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -85682.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85696.593750 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -85696.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85706.781250 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -85706.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85715.750000 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -85715.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85726.968750 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -85726.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85738.320312 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -85738.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85744.312500 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -85744.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85747.695312 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -85747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85748.843750 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -85748.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85751.023438 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -85751.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85751.023438 Penalty: 3280.903809
	Iteration 13F: 3 clusters Score -85751.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61473.453125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61473.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59915.378906 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59915.38 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60162.761719 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60162.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60233.304688 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60233.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60275.882812 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60275.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60285.914062 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60285.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60299.292969 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60299.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60305.738281 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60305.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60308.328125 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60308.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60311.738281 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60311.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60315.750000 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60315.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60327.757812 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60327.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60335.234375 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -60335.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60344.585938 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -60344.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60348.839844 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -60348.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60350.949219 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -60350.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60359.425781 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -60359.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60371.542969 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -60371.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60380.855469 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -60380.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60384.207031 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -60384.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60397.394531 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -60397.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60406.980469 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -60406.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60411.390625 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -60411.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60417.980469 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -60417.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60421.812500 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -60421.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60422.808594 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -60422.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60422.808594 Penalty: 3143.942627
	Iteration 25F: 3 clusters Score -60422.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Entering Unmasked Estep 
Score: -2277162.000000 Penalty: 2434.265137
	Iteration 0F: 2 clusters Score -2277162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2264101.000000 Penalty: 4868.530273
	Iteration 0F: 3 clusters Score -2264101 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2268566.500000 Penalty: 4868.530273
	Iteration 1F: 3 clusters Score -2268566 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2269009.750000 Penalty: 4868.530273
	Iteration 2F: 3 clusters Score -2269010 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2269458.000000 Penalty: 4868.530273
	Iteration 3F: 3 clusters Score -2269458 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2269960.500000 Penalty: 4868.530273
	Iteration 4F: 3 clusters Score -2269960 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2270602.250000 Penalty: 4868.530273
	Iteration 5F: 3 clusters Score -2270602 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2271287.000000 Penalty: 4868.530273
	Iteration 6F: 3 clusters Score -2271287 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2272041.500000 Penalty: 4868.530273
	Iteration 7F: 3 clusters Score -2272042 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2272686.250000 Penalty: 4868.530273
	Iteration 8F: 3 clusters Score -2272686 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2273242.500000 Penalty: 4868.530273
	Iteration 9F: 3 clusters Score -2273242 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2273661.250000 Penalty: 4868.530273
	Iteration 10Q: 3 clusters Score -2273661 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2273951.750000 Penalty: 4868.530273
	Iteration 11Q: 3 clusters Score -2273952 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2274164.250000 Penalty: 4868.530273
	Iteration 12Q: 3 clusters Score -2274164 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2274301.500000 Penalty: 4868.530273
	Iteration 13Q: 3 clusters Score -2274302 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2274423.500000 Penalty: 4868.530273
	Iteration 14Q: 3 clusters Score -2274424 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2274531.250000 Penalty: 4868.530273
	Iteration 15Q: 3 clusters Score -2274531 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2274626.750000 Penalty: 4868.530273
	Iteration 16Q: 3 clusters Score -2274627 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2274698.500000 Penalty: 4868.530273
	Iteration 17Q: 3 clusters Score -2274698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2274768.750000 Penalty: 4868.530273
	Iteration 18Q: 3 clusters Score -2274769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2274821.250000 Penalty: 4868.530273
	Iteration 19Q: 3 clusters Score -2274821 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2274873.750000 Penalty: 4868.530273
	Iteration 20F: 3 clusters Score -2274874 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2274907.500000 Penalty: 4868.530273
	Iteration 21Q: 3 clusters Score -2274908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2274950.750000 Penalty: 4868.530273
	Iteration 22Q: 3 clusters Score -2274951 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2274993.250000 Penalty: 4868.530273
	Iteration 23Q: 3 clusters Score -2274993 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2275038.250000 Penalty: 4868.530273
	Iteration 24Q: 3 clusters Score -2275038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2275071.750000 Penalty: 4868.530273
	Iteration 25Q: 3 clusters Score -2275072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2275103.750000 Penalty: 4868.530273
	Iteration 26Q: 3 clusters Score -2275104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2275132.000000 Penalty: 4868.530273
	Iteration 27Q: 3 clusters Score -2275132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2275155.250000 Penalty: 4868.530273
	Iteration 28Q: 3 clusters Score -2275155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2275174.500000 Penalty: 4868.530273
	Iteration 29Q: 3 clusters Score -2275174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2275198.000000 Penalty: 4868.530273
	Iteration 30Q: 3 clusters Score -2275198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2275222.000000 Penalty: 4868.530273
	Iteration 31Q: 3 clusters Score -2275222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2275241.000000 Penalty: 4868.530273
	Iteration 32Q: 3 clusters Score -2275241 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2275262.500000 Penalty: 4868.530273
	Iteration 33Q: 3 clusters Score -2275262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2275283.500000 Penalty: 4868.530273
	Iteration 34Q: 3 clusters Score -2275284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2275295.750000 Penalty: 4868.530273
	Iteration 35Q: 3 clusters Score -2275296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2275310.500000 Penalty: 4868.530273
	Iteration 36Q: 3 clusters Score -2275310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2275320.750000 Penalty: 4868.530273
	Iteration 37Q: 3 clusters Score -2275321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2275337.250000 Penalty: 4868.530273
	Iteration 38Q: 3 clusters Score -2275337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2275346.500000 Penalty: 4868.530273
	Iteration 39Q: 3 clusters Score -2275346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2275366.500000 Penalty: 4868.530273
	Iteration 40F: 3 clusters Score -2275366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2275368.500000 Penalty: 4868.530273
	Iteration 41Q: 3 clusters Score -2275368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2275368.250000 Penalty: 4868.530273
	Iteration 42Q: 3 clusters Score -2275368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2275375.000000 Penalty: 4868.530273
	Iteration 43Q: 3 clusters Score -2275375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2275385.750000 Penalty: 4868.530273
	Iteration 44Q: 3 clusters Score -2275386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2275397.000000 Penalty: 4868.530273
	Iteration 45Q: 3 clusters Score -2275397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2275398.000000 Penalty: 4868.530273
	Iteration 46Q: 3 clusters Score -2275398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2275400.750000 Penalty: 4868.530273
	Iteration 47Q: 3 clusters Score -2275401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2275403.000000 Penalty: 4868.530273
	Iteration 48Q: 3 clusters Score -2275403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2275409.250000 Penalty: 4868.530273
	Iteration 49Q: 3 clusters Score -2275409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2275412.750000 Penalty: 4868.530273
	Iteration 50Q: 3 clusters Score -2275413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2275421.500000 Penalty: 4868.530273
	Iteration 51Q: 3 clusters Score -2275422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2275424.250000 Penalty: 4868.530273
	Iteration 52Q: 3 clusters Score -2275424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2275422.500000 Penalty: 4868.530273
	Iteration 53Q: 3 clusters Score -2275422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2275421.500000 Penalty: 4868.530273
	Iteration 54Q: 3 clusters Score -2275422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2275419.250000 Penalty: 4868.530273
	Iteration 55Q: 3 clusters Score -2275419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2275422.250000 Penalty: 4868.530273
	Iteration 56Q: 3 clusters Score -2275422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2275428.250000 Penalty: 4868.530273
	Iteration 57Q: 3 clusters Score -2275428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2275429.000000 Penalty: 4868.530273
	Iteration 58Q: 3 clusters Score -2275429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2275436.750000 Penalty: 4868.530273
	Iteration 59Q: 3 clusters Score -2275437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2275437.000000 Penalty: 4868.530273
	Iteration 60F: 3 clusters Score -2275437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2275436.000000 Penalty: 4868.530273
	Iteration 61Q: 3 clusters Score -2275436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2275438.750000 Penalty: 4868.530273
	Iteration 62Q: 3 clusters Score -2275439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2275443.250000 Penalty: 4868.530273
	Iteration 63Q: 3 clusters Score -2275443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2275440.250000 Penalty: 4868.530273
	Iteration 64Q: 3 clusters Score -2275440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2275447.500000 Penalty: 4868.530273
	Iteration 65Q: 3 clusters Score -2275448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2275451.250000 Penalty: 4868.530273
	Iteration 66Q: 3 clusters Score -2275451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2275458.250000 Penalty: 4868.530273
	Iteration 67Q: 3 clusters Score -2275458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2275461.750000 Penalty: 4868.530273
	Iteration 68Q: 3 clusters Score -2275462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2275460.250000 Penalty: 4868.530273
	Iteration 69Q: 3 clusters Score -2275460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2275461.250000 Penalty: 4868.530273
	Iteration 70Q: 3 clusters Score -2275461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2275462.250000 Penalty: 4868.530273
	Iteration 71Q: 3 clusters Score -2275462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2275466.250000 Penalty: 4868.530273
	Iteration 72Q: 3 clusters Score -2275466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2275464.500000 Penalty: 4868.530273
	Iteration 73Q: 3 clusters Score -2275464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2275467.500000 Penalty: 4868.530273
	Iteration 74Q: 3 clusters Score -2275468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2275469.250000 Penalty: 4868.530273
	Iteration 75Q: 3 clusters Score -2275469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2275482.750000 Penalty: 4868.530273
	Iteration 76Q: 3 clusters Score -2275483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2275481.750000 Penalty: 4868.530273
	Iteration 77Q: 3 clusters Score -2275482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2275486.250000 Penalty: 4868.530273
	Iteration 78Q: 3 clusters Score -2275486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2275481.500000 Penalty: 4868.530273
	Iteration 79Q: 3 clusters Score -2275482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2275493.000000 Penalty: 4868.530273
	Iteration 80F: 3 clusters Score -2275493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2275496.500000 Penalty: 4868.530273
	Iteration 81Q: 3 clusters Score -2275496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2275506.750000 Penalty: 4868.530273
	Iteration 82Q: 3 clusters Score -2275507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2275511.500000 Penalty: 4868.530273
	Iteration 83Q: 3 clusters Score -2275512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2275521.000000 Penalty: 4868.530273
	Iteration 84Q: 3 clusters Score -2275521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2275529.000000 Penalty: 4868.530273
	Iteration 85Q: 3 clusters Score -2275529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2275545.250000 Penalty: 4868.530273
	Iteration 86Q: 3 clusters Score -2275545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2275554.250000 Penalty: 4868.530273
	Iteration 87Q: 3 clusters Score -2275554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2275568.750000 Penalty: 4868.530273
	Iteration 88Q: 3 clusters Score -2275569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2275587.750000 Penalty: 4868.530273
	Iteration 89Q: 3 clusters Score -2275588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2275597.000000 Penalty: 4868.530273
	Iteration 90Q: 3 clusters Score -2275597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2275599.000000 Penalty: 4868.530273
	Iteration 91Q: 3 clusters Score -2275599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2275614.250000 Penalty: 4868.530273
	Iteration 92Q: 3 clusters Score -2275614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2275630.250000 Penalty: 4868.530273
	Iteration 93Q: 3 clusters Score -2275630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2275639.500000 Penalty: 4868.530273
	Iteration 94Q: 3 clusters Score -2275640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2275641.250000 Penalty: 4868.530273
	Iteration 95Q: 3 clusters Score -2275641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2275647.500000 Penalty: 4868.530273
	Iteration 96Q: 3 clusters Score -2275648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2275654.000000 Penalty: 4868.530273
	Iteration 97Q: 3 clusters Score -2275654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2275652.750000 Penalty: 4868.530273
	Iteration 98Q: 3 clusters Score -2275653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2275659.250000 Penalty: 4868.530273
	Iteration 99Q: 3 clusters Score -2275659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2275661.000000 Penalty: 4868.530273
	Iteration 100F: 3 clusters Score -2275661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2275663.750000 Penalty: 4868.530273
	Iteration 101Q: 3 clusters Score -2275664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2275664.750000 Penalty: 4868.530273
	Iteration 102Q: 3 clusters Score -2275665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2275664.250000 Penalty: 4868.530273
	Iteration 103Q: 3 clusters Score -2275664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2275664.250000 Penalty: 4868.530273
	Iteration 104Q: 3 clusters Score -2275664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2275663.500000 Penalty: 4868.530273
	Iteration 105Q: 3 clusters Score -2275664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2275660.500000 Penalty: 4868.530273
	Iteration 106Q: 3 clusters Score -2275660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2275661.500000 Penalty: 4868.530273
	Iteration 107Q: 3 clusters Score -2275662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2275663.750000 Penalty: 4868.530273
	Iteration 108Q: 3 clusters Score -2275664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2275659.750000 Penalty: 4868.530273
	Iteration 109Q: 3 clusters Score -2275660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2275662.750000 Penalty: 4868.530273
	Iteration 110Q: 3 clusters Score -2275663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2275661.250000 Penalty: 4868.530273
	Iteration 111Q: 3 clusters Score -2275661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2275665.750000 Penalty: 4868.530273
	Iteration 112Q: 3 clusters Score -2275666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2275669.750000 Penalty: 4868.530273
	Iteration 113Q: 3 clusters Score -2275670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2275667.750000 Penalty: 4868.530273
	Iteration 114Q: 3 clusters Score -2275668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2275670.000000 Penalty: 4868.530273
	Iteration 115Q: 3 clusters Score -2275670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2275671.250000 Penalty: 4868.530273
	Iteration 116Q: 3 clusters Score -2275671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2275668.250000 Penalty: 4868.530273
	Iteration 117Q: 3 clusters Score -2275668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2275667.500000 Penalty: 4868.530273
	Iteration 118Q: 3 clusters Score -2275668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2275669.750000 Penalty: 4868.530273
	Iteration 119Q: 3 clusters Score -2275670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2275669.750000 Penalty: 4868.530273
	Iteration 120F: 3 clusters Score -2275670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Entering Unmasked Estep 
Score: -2865243.500000 Penalty: 2487.841064
	Iteration 0F: 2 clusters Score -2865244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2849359.750000 Penalty: 4975.682129
	Iteration 0F: 3 clusters Score -2849360 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2854689.500000 Penalty: 4975.682129
	Iteration 1F: 3 clusters Score -2854690 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2855060.250000 Penalty: 4975.682129
	Iteration 2Q: 3 clusters Score -2855060 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2855394.250000 Penalty: 4975.682129
	Iteration 3Q: 3 clusters Score -2855394 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2855694.000000 Penalty: 4975.682129
	Iteration 4Q: 3 clusters Score -2855694 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2856086.500000 Penalty: 4975.682129
	Iteration 5Q: 3 clusters Score -2856086 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2856589.250000 Penalty: 4975.682129
	Iteration 6Q: 3 clusters Score -2856589 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2857240.000000 Penalty: 4975.682129
	Iteration 7F: 3 clusters Score -2857240 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2858153.250000 Penalty: 4975.682129
	Iteration 8F: 3 clusters Score -2858153 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2859332.500000 Penalty: 4975.682129
	Iteration 9F: 3 clusters Score -2859332 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2860503.250000 Penalty: 4975.682129
	Iteration 10F: 3 clusters Score -2860503 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2861344.500000 Penalty: 4975.682129
	Iteration 11Q: 3 clusters Score -2861344 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2861850.000000 Penalty: 4975.682129
	Iteration 12Q: 3 clusters Score -2861850 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2862127.000000 Penalty: 4975.682129
	Iteration 13Q: 3 clusters Score -2862127 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2862275.000000 Penalty: 4975.682129
	Iteration 14Q: 3 clusters Score -2862275 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2862395.000000 Penalty: 4975.682129
	Iteration 15Q: 3 clusters Score -2862395 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2862484.000000 Penalty: 4975.682129
	Iteration 16Q: 3 clusters Score -2862484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2862570.750000 Penalty: 4975.682129
	Iteration 17Q: 3 clusters Score -2862571 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2862645.750000 Penalty: 4975.682129
	Iteration 18Q: 3 clusters Score -2862646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2862707.750000 Penalty: 4975.682129
	Iteration 19Q: 3 clusters Score -2862708 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2862768.750000 Penalty: 4975.682129
	Iteration 20F: 3 clusters Score -2862769 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2862804.000000 Penalty: 4975.682129
	Iteration 21Q: 3 clusters Score -2862804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2862855.250000 Penalty: 4975.682129
	Iteration 22Q: 3 clusters Score -2862855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2862889.500000 Penalty: 4975.682129
	Iteration 23Q: 3 clusters Score -2862890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2862924.250000 Penalty: 4975.682129
	Iteration 24Q: 3 clusters Score -2862924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2862947.500000 Penalty: 4975.682129
	Iteration 25Q: 3 clusters Score -2862948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2862965.750000 Penalty: 4975.682129
	Iteration 26Q: 3 clusters Score -2862966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2862987.500000 Penalty: 4975.682129
	Iteration 27Q: 3 clusters Score -2862988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2863002.250000 Penalty: 4975.682129
	Iteration 28Q: 3 clusters Score -2863002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2863013.500000 Penalty: 4975.682129
	Iteration 29Q: 3 clusters Score -2863014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2863032.500000 Penalty: 4975.682129
	Iteration 30Q: 3 clusters Score -2863032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2863046.500000 Penalty: 4975.682129
	Iteration 31Q: 3 clusters Score -2863046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2863064.250000 Penalty: 4975.682129
	Iteration 32Q: 3 clusters Score -2863064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2863074.000000 Penalty: 4975.682129
	Iteration 33Q: 3 clusters Score -2863074 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2863089.750000 Penalty: 4975.682129
	Iteration 34Q: 3 clusters Score -2863090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2863104.500000 Penalty: 4975.682129
	Iteration 35Q: 3 clusters Score -2863104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2863131.250000 Penalty: 4975.682129
	Iteration 36Q: 3 clusters Score -2863131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2863145.500000 Penalty: 4975.682129
	Iteration 37Q: 3 clusters Score -2863146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2863143.250000 Penalty: 4975.682129
	Iteration 38Q: 3 clusters Score -2863143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2863153.250000 Penalty: 4975.682129
	Iteration 39Q: 3 clusters Score -2863153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2863164.500000 Penalty: 4975.682129
	Iteration 40F: 3 clusters Score -2863164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2863166.250000 Penalty: 4975.682129
	Iteration 41Q: 3 clusters Score -2863166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2863175.500000 Penalty: 4975.682129
	Iteration 42Q: 3 clusters Score -2863176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2863181.750000 Penalty: 4975.682129
	Iteration 43Q: 3 clusters Score -2863182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2863187.000000 Penalty: 4975.682129
	Iteration 44Q: 3 clusters Score -2863187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2863194.000000 Penalty: 4975.682129
	Iteration 45Q: 3 clusters Score -2863194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2863199.250000 Penalty: 4975.682129
	Iteration 46Q: 3 clusters Score -2863199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2863211.750000 Penalty: 4975.682129
	Iteration 47Q: 3 clusters Score -2863212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2863217.750000 Penalty: 4975.682129
	Iteration 48Q: 3 clusters Score -2863218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2863218.500000 Penalty: 4975.682129
	Iteration 49Q: 3 clusters Score -2863218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2863221.250000 Penalty: 4975.682129
	Iteration 50Q: 3 clusters Score -2863221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2863215.250000 Penalty: 4975.682129
	Iteration 51Q: 3 clusters Score -2863215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2863218.250000 Penalty: 4975.682129
	Iteration 52Q: 3 clusters Score -2863218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2863225.250000 Penalty: 4975.682129
	Iteration 53Q: 3 clusters Score -2863225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2863229.000000 Penalty: 4975.682129
	Iteration 54Q: 3 clusters Score -2863229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2863232.500000 Penalty: 4975.682129
	Iteration 55Q: 3 clusters Score -2863232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2863236.250000 Penalty: 4975.682129
	Iteration 56Q: 3 clusters Score -2863236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2863232.250000 Penalty: 4975.682129
	Iteration 57Q: 3 clusters Score -2863232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2863237.000000 Penalty: 4975.682129
	Iteration 58Q: 3 clusters Score -2863237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2863234.750000 Penalty: 4975.682129
	Iteration 59Q: 3 clusters Score -2863235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2863236.500000 Penalty: 4975.682129
	Iteration 60F: 3 clusters Score -2863236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2863234.500000 Penalty: 4975.682129
	Iteration 61Q: 3 clusters Score -2863234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2863236.750000 Penalty: 4975.682129
	Iteration 62Q: 3 clusters Score -2863237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2863233.000000 Penalty: 4975.682129
	Iteration 63Q: 3 clusters Score -2863233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2863233.750000 Penalty: 4975.682129
	Iteration 64Q: 3 clusters Score -2863234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2863232.750000 Penalty: 4975.682129
	Iteration 65Q: 3 clusters Score -2863233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2863232.750000 Penalty: 4975.682129
	Iteration 66F: 3 clusters Score -2863233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -223079.453125 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -223079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220502.375000 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -220502.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -220948.656250 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -220948.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221061.906250 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -221061.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221142.171875 Penalty: 3767.312256
	Iteration 3Q: 3 clusters Score -221142.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221190.859375 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -221190.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -221229.687500 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -221229.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221258.890625 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -221258.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -221281.750000 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -221281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221299.375000 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -221299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -221312.968750 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -221313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221326.062500 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -221326.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -221342.437500 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -221342.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -221357.640625 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -221357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221368.656250 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -221368.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -221377.859375 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -221377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221388.656250 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -221388.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221398.781250 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -221398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221409.437500 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -221409.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -221422.343750 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -221422.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221436.281250 Penalty: 3767.312256
	Iteration 19Q: 3 clusters Score -221436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221442.578125 Penalty: 3767.312256
	Iteration 20F: 3 clusters Score -221442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221452.953125 Penalty: 3767.312256
	Iteration 21Q: 3 clusters Score -221453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221460.312500 Penalty: 3767.312256
	Iteration 22Q: 3 clusters Score -221460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221464.562500 Penalty: 3767.312256
	Iteration 23Q: 3 clusters Score -221464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221475.984375 Penalty: 3767.312256
	Iteration 24Q: 3 clusters Score -221476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221488.312500 Penalty: 3767.312256
	Iteration 25Q: 3 clusters Score -221488.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221493.640625 Penalty: 3767.312256
	Iteration 26Q: 3 clusters Score -221493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -221499.609375 Penalty: 3767.312256
	Iteration 27Q: 3 clusters Score -221499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221505.671875 Penalty: 3767.312256
	Iteration 28Q: 3 clusters Score -221505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -221514.562500 Penalty: 3767.312256
	Iteration 29Q: 3 clusters Score -221514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -221518.953125 Penalty: 3767.312256
	Iteration 30Q: 3 clusters Score -221519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -221524.656250 Penalty: 3767.312256
	Iteration 31Q: 3 clusters Score -221524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -221525.390625 Penalty: 3767.312256
	Iteration 32Q: 3 clusters Score -221525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221526.171875 Penalty: 3767.312256
	Iteration 33Q: 3 clusters Score -221526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221527.000000 Penalty: 3767.312256
	Iteration 34Q: 3 clusters Score -221527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221527.000000 Penalty: 3767.312256
	Iteration 35F: 3 clusters Score -221527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -3092734.750000 Penalty: 2505.135986
	Iteration 0F: 2 clusters Score -3092735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3075697.000000 Penalty: 5010.271973
	Iteration 0F: 3 clusters Score -3075697 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3081565.250000 Penalty: 5010.271973
	Iteration 1F: 3 clusters Score -3081565 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3082009.000000 Penalty: 5010.271973
	Iteration 2F: 3 clusters Score -3082009 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3082443.000000 Penalty: 5010.271973
	Iteration 3Q: 3 clusters Score -3082443 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3082904.500000 Penalty: 5010.271973
	Iteration 4Q: 3 clusters Score -3082904 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3083539.000000 Penalty: 5010.271973
	Iteration 5F: 3 clusters Score -3083539 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3084419.750000 Penalty: 5010.271973
	Iteration 6F: 3 clusters Score -3084420 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3085694.000000 Penalty: 5010.271973
	Iteration 7F: 3 clusters Score -3085694 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3087136.000000 Penalty: 5010.271973
	Iteration 8F: 3 clusters Score -3087136 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3088554.250000 Penalty: 5010.271973
	Iteration 9F: 3 clusters Score -3088554 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3089528.750000 Penalty: 5010.271973
	Iteration 10Q: 3 clusters Score -3089529 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3090003.250000 Penalty: 5010.271973
	Iteration 11Q: 3 clusters Score -3090003 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3090227.000000 Penalty: 5010.271973
	Iteration 12Q: 3 clusters Score -3090227 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3090349.000000 Penalty: 5010.271973
	Iteration 13Q: 3 clusters Score -3090349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3090413.750000 Penalty: 5010.271973
	Iteration 14Q: 3 clusters Score -3090414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3090444.250000 Penalty: 5010.271973
	Iteration 15Q: 3 clusters Score -3090444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3090465.250000 Penalty: 5010.271973
	Iteration 16Q: 3 clusters Score -3090465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3090483.500000 Penalty: 5010.271973
	Iteration 17Q: 3 clusters Score -3090484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3090495.500000 Penalty: 5010.271973
	Iteration 18Q: 3 clusters Score -3090496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3090498.750000 Penalty: 5010.271973
	Iteration 19Q: 3 clusters Score -3090499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3090500.500000 Penalty: 5010.271973
	Iteration 20F: 3 clusters Score -3090500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3090503.750000 Penalty: 5010.271973
	Iteration 21Q: 3 clusters Score -3090504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3090503.750000 Penalty: 5010.271973
	Iteration 22F: 3 clusters Score -3090504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -37849.074219 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -37849.07 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 187 members 
Entering Unmasked Estep 
Score: -36643.800781 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -36643.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36979.820312 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -36979.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37404.394531 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37404.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38222.375000 Penalty: 2929.059326
	Iteration 3F: 3 clusters Score -38222.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38453.109375 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38453.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38531.773438 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38531.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38606.695312 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38652.503906 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38664.074219 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -38664.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38792.492188 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -38792.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38807.148438 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -38807.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38807.148438 Penalty: 2929.059326
	Iteration 11F: 3 clusters Score -38807.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 93 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 274 members 
Entering Unmasked Estep 
Score: -142009792.000000 Penalty: 176731.625000
Splitting cluster 46 changes total score from -142010640.000000 to -142009792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -720813.625000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -720813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -715699.000000 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -715699 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -716973.937500 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -716973.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -717275.875000 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -717275.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -717530.625000 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -717530.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -717759.812500 Penalty: 4310.725098
	Iteration 4F: 3 clusters Score -717759.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -718006.312500 Penalty: 4310.725098
	Iteration 5F: 3 clusters Score -718006.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -718282.375000 Penalty: 4310.725098
	Iteration 6F: 3 clusters Score -718282.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -718503.750000 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -718503.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -718692.437500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -718692.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -718827.375000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -718827.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -718918.875000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -718918.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -718993.687500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -718993.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -719034.562500 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -719034.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -719066.375000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -719066.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -719085.250000 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -719085.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -719102.500000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -719102.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -719117.250000 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -719117.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -719129.687500 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -719129.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -719137.000000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -719137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -719140.625000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -719140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -719146.312500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -719146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -719148.562500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -719148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -719149.625000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -719149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -719152.750000 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -719152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -719153.250000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -719153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -719155.437500 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -719155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -719159.562500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -719159.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -719161.062500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -719161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -719162.312500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -719162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -719164.625000 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -719164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -719163.625000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -719163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -719165.312500 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -719165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -719166.437500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -719166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -719166.437500 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -719166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -719167.500000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -719167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -719167.625000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -719167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -719167.625000 Penalty: 4310.725098
	Iteration 36F: 3 clusters Score -719167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -26252.201172 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -26252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25078.359375 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -25078.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25230.966797 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -25230.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25314.371094 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -25314.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25358.771484 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -25358.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25398.183594 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -25398.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25423.312500 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -25423.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25442.111328 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -25442.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25444.619141 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -25444.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25455.775391 Penalty: 2808.828369
	Iteration 8Q: 3 clusters Score -25455.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25465.753906 Penalty: 2808.828369
	Iteration 9Q: 3 clusters Score -25465.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25472.033203 Penalty: 2808.828369
	Iteration 10Q: 3 clusters Score -25472.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25561.166016 Penalty: 2808.828369
	Iteration 11Q: 3 clusters Score -25561.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25660.970703 Penalty: 2808.828369
	Iteration 12Q: 3 clusters Score -25660.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25815.220703 Penalty: 2808.828369
	Iteration 13Q: 3 clusters Score -25815.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25897.761719 Penalty: 2808.828369
	Iteration 14Q: 3 clusters Score -25897.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25999.322266 Penalty: 2808.828369
	Iteration 15Q: 3 clusters Score -25999.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26118.164062 Penalty: 2808.828369
	Iteration 16Q: 3 clusters Score -26118.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26150.007812 Penalty: 2808.828369
	Iteration 17Q: 3 clusters Score -26150.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26173.916016 Penalty: 2808.828369
	Iteration 18Q: 3 clusters Score -26173.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26178.621094 Penalty: 2808.828369
	Iteration 19Q: 3 clusters Score -26178.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26208.705078 Penalty: 2808.828369
	Iteration 20F: 3 clusters Score -26208.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26253.498047 Penalty: 2808.828369
	Iteration 21Q: 3 clusters Score -26253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26261.880859 Penalty: 2808.828369
	Iteration 22Q: 3 clusters Score -26261.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26274.376953 Penalty: 2808.828369
	Iteration 23Q: 3 clusters Score -26274.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26284.705078 Penalty: 2808.828369
	Iteration 24Q: 3 clusters Score -26284.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26284.705078 Penalty: 2808.828369
	Iteration 25F: 3 clusters Score -26284.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 206 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 82 members 
Entering Unmasked Estep 
Score: -142008720.000000 Penalty: 176731.625000
Splitting cluster 48 changes total score from -142010640.000000 to -142008720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -150393.625000 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -150393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -148219.890625 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -148219.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -148581.953125 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -148582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148680.968750 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -148681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148722.312500 Penalty: 3564.702881
	Iteration 3Q: 3 clusters Score -148722.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148739.281250 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -148739.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148757.734375 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -148757.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -148777.890625 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -148777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -148801.640625 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -148801.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -148816.562500 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -148816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -148836.921875 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -148836.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -148849.343750 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -148849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -148857.640625 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -148857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -148871.171875 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -148871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -148884.140625 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -148884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -148887.812500 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -148887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148889.484375 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -148889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148889.484375 Penalty: 3564.702881
	Iteration 16F: 3 clusters Score -148889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -801966.437500 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -801966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -796662.500000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -796662.5 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -798011.187500 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -798011.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -798241.562500 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -798241.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -798388.625000 Penalty: 4332.661133
	Iteration 3Q: 3 clusters Score -798388.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -798480.187500 Penalty: 4332.661133
	Iteration 4Q: 3 clusters Score -798480.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -798551.312500 Penalty: 4332.661133
	Iteration 5Q: 3 clusters Score -798551.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -798601.812500 Penalty: 4332.661133
	Iteration 6Q: 3 clusters Score -798601.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -798644.312500 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -798644.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -798672.375000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -798672.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -798706.875000 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -798706.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -798737.937500 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -798737.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -798771.812500 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -798771.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -798809.812500 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -798809.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -798849.375000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -798849.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -798894.062500 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -798894.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -798933.062500 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -798933.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -798985.250000 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -798985.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -799036.875000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -799036.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -799094.812500 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -799094.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -799160.062500 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -799160.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -799235.250000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -799235.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -799298.937500 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -799298.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -799357.250000 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -799357.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -799422.562500 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -799422.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -799496.312500 Penalty: 4332.661133
	Iteration 24Q: 3 clusters Score -799496.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -799566.250000 Penalty: 4332.661133
	Iteration 25Q: 3 clusters Score -799566.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -799638.562500 Penalty: 4332.661133
	Iteration 26Q: 3 clusters Score -799638.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -799704.500000 Penalty: 4332.661133
	Iteration 27Q: 3 clusters Score -799704.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -799762.000000 Penalty: 4332.661133
	Iteration 28Q: 3 clusters Score -799762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -799822.000000 Penalty: 4332.661133
	Iteration 29Q: 3 clusters Score -799822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -799865.937500 Penalty: 4332.661133
	Iteration 30Q: 3 clusters Score -799865.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -799901.250000 Penalty: 4332.661133
	Iteration 31Q: 3 clusters Score -799901.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -799933.562500 Penalty: 4332.661133
	Iteration 32Q: 3 clusters Score -799933.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -799964.187500 Penalty: 4332.661133
	Iteration 33Q: 3 clusters Score -799964.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -799991.750000 Penalty: 4332.661133
	Iteration 34Q: 3 clusters Score -799991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -800013.875000 Penalty: 4332.661133
	Iteration 35Q: 3 clusters Score -800013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -800031.062500 Penalty: 4332.661133
	Iteration 36Q: 3 clusters Score -800031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -800037.562500 Penalty: 4332.661133
	Iteration 37Q: 3 clusters Score -800037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -800045.062500 Penalty: 4332.661133
	Iteration 38Q: 3 clusters Score -800045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -800049.375000 Penalty: 4332.661133
	Iteration 39Q: 3 clusters Score -800049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -800055.062500 Penalty: 4332.661133
	Iteration 40F: 3 clusters Score -800055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -800059.375000 Penalty: 4332.661133
	Iteration 41Q: 3 clusters Score -800059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -800063.687500 Penalty: 4332.661133
	Iteration 42Q: 3 clusters Score -800063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -800066.750000 Penalty: 4332.661133
	Iteration 43Q: 3 clusters Score -800066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -800071.875000 Penalty: 4332.661133
	Iteration 44Q: 3 clusters Score -800071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -800073.812500 Penalty: 4332.661133
	Iteration 45Q: 3 clusters Score -800073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -800079.375000 Penalty: 4332.661133
	Iteration 46Q: 3 clusters Score -800079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -800083.375000 Penalty: 4332.661133
	Iteration 47Q: 3 clusters Score -800083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -800087.875000 Penalty: 4332.661133
	Iteration 48Q: 3 clusters Score -800087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -800093.250000 Penalty: 4332.661133
	Iteration 49Q: 3 clusters Score -800093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -800095.875000 Penalty: 4332.661133
	Iteration 50Q: 3 clusters Score -800095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -800099.437500 Penalty: 4332.661133
	Iteration 51Q: 3 clusters Score -800099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -800098.687500 Penalty: 4332.661133
	Iteration 52Q: 3 clusters Score -800098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -800100.312500 Penalty: 4332.661133
	Iteration 53Q: 3 clusters Score -800100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -800102.500000 Penalty: 4332.661133
	Iteration 54Q: 3 clusters Score -800102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -800102.500000 Penalty: 4332.661133
	Iteration 55Q: 3 clusters Score -800102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -800102.500000 Penalty: 4332.661133
	Iteration 56F: 3 clusters Score -800102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37805 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157869 members 
Mstep: Class 21 contains 372848 members 
Mstep: Class 22 contains 58165 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17158 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22734 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24376 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010704.000000 Penalty: 173266.296875
Iteration 319Q: 51 clusters Score -1.420107e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37806 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26527 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61655 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157865 members 
Mstep: Class 21 contains 372850 members 
Mstep: Class 22 contains 58156 members 
Mstep: Class 23 contains 12499 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17159 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24378 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010720.000000 Penalty: 173266.296875
Iteration 320F: 51 clusters Score -1.420107e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37807 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26526 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61657 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157860 members 
Mstep: Class 21 contains 372857 members 
Mstep: Class 22 contains 58150 members 
Mstep: Class 23 contains 12500 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51429 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29403 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010688.000000 Penalty: 173266.296875
Iteration 321Q: 51 clusters Score -1.420107e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10261 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26525 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61658 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157861 members 
Mstep: Class 21 contains 372860 members 
Mstep: Class 22 contains 58142 members 
Mstep: Class 23 contains 12501 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51430 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29404 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010720.000000 Penalty: 173266.296875
Iteration 322Q: 51 clusters Score -1.420107e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37809 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26525 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61659 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372861 members 
Mstep: Class 22 contains 58138 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29405 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010720.000000 Penalty: 173266.296875
Iteration 323Q: 51 clusters Score -1.420107e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37809 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26525 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61659 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372862 members 
Mstep: Class 22 contains 58133 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010752.000000 Penalty: 173266.296875
Iteration 324Q: 51 clusters Score -1.420108e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26526 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61659 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372861 members 
Mstep: Class 22 contains 58130 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29407 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22735 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010768.000000 Penalty: 173266.296875
Iteration 325Q: 51 clusters Score -1.420108e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26526 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61659 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372865 members 
Mstep: Class 22 contains 58126 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29406 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22736 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010816.000000 Penalty: 173266.296875
Iteration 326Q: 51 clusters Score -1.420108e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37811 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26526 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61660 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157856 members 
Mstep: Class 21 contains 372865 members 
Mstep: Class 22 contains 58124 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29406 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22738 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 173266.296875
Iteration 327Q: 51 clusters Score -1.420108e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26525 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61660 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157856 members 
Mstep: Class 21 contains 372866 members 
Mstep: Class 22 contains 58122 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29406 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22739 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010752.000000 Penalty: 173266.296875
Iteration 328Q: 51 clusters Score -1.420108e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61660 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372867 members 
Mstep: Class 22 contains 58119 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010704.000000 Penalty: 173266.296875
Iteration 329Q: 51 clusters Score -1.420107e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61660 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372870 members 
Mstep: Class 22 contains 58116 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010736.000000 Penalty: 173266.296875
Iteration 330Q: 51 clusters Score -1.420107e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61660 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372874 members 
Mstep: Class 22 contains 58112 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010704.000000 Penalty: 173266.296875
Iteration 331Q: 51 clusters Score -1.420107e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16425 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61661 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372872 members 
Mstep: Class 22 contains 58111 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010768.000000 Penalty: 173266.296875
Iteration 332Q: 51 clusters Score -1.420108e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61661 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372873 members 
Mstep: Class 22 contains 58109 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010752.000000 Penalty: 173266.296875
Iteration 333Q: 51 clusters Score -1.420108e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16427 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61661 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372874 members 
Mstep: Class 22 contains 58107 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010752.000000 Penalty: 173266.296875
Iteration 334Q: 51 clusters Score -1.420108e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35034 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157857 members 
Mstep: Class 21 contains 372873 members 
Mstep: Class 22 contains 58106 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 173266.296875
Iteration 335Q: 51 clusters Score -1.420108e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372874 members 
Mstep: Class 22 contains 58105 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29153 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010800.000000 Penalty: 173266.296875
Iteration 336Q: 51 clusters Score -1.420108e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37812 members 
Mstep: Class 6 contains 35032 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26523 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17161 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010768.000000 Penalty: 173266.296875
Iteration 337Q: 51 clusters Score -1.420108e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37811 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17162 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 173266.296875
Iteration 338Q: 51 clusters Score -1.420108e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 173266.296875
Iteration 339Q: 51 clusters Score -1.420108e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 173266.296875
Iteration 340F: 51 clusters Score -1.420108e+08 nChanged 0
Entering ConstructFrom: 
Score: -142010784.000000 Penalty: 173266.296875
Entering ConstructFrom: 
Trying to split cluster 1 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -59156.898438 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -59156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57631.488281 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -57631.49 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57923.835938 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -57923.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58049.507812 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -58049.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58138.578125 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -58138.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58216.109375 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -58216.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58302.308594 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -58302.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58459.109375 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -58459.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58528.722656 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -58528.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58590.250000 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -58590.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58670.683594 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -58670.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58686.140625 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -58686.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58692.328125 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -58692.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58709.347656 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -58709.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58714.550781 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -58714.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58717.242188 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -58717.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58718.832031 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -58718.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58718.832031 Penalty: 3122.451904
	Iteration 16F: 3 clusters Score -58718.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -25673.511719 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -25673.51 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 127 members 
Entering Unmasked Estep 
Score: -24473.746094 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -24473.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24516.207031 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24516.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24523.285156 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -24523.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24527.539062 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24527.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24527.539062 Penalty: 2734.660645
	Iteration 4F: 3 clusters Score -24527.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -288973.781250 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -288973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286140.062500 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -286140.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286682.406250 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -286682.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286806.812500 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -286806.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -286866.031250 Penalty: 3843.663818
	Iteration 3Q: 3 clusters Score -286866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -286901.062500 Penalty: 3843.663818
	Iteration 4Q: 3 clusters Score -286901.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -286924.718750 Penalty: 3843.663818
	Iteration 5Q: 3 clusters Score -286924.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286951.156250 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -286951.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286968.375000 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -286968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -286978.718750 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -286978.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -286988.843750 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -286988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -286997.906250 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -286997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -287005.531250 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -287005.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287011.750000 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -287011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287019.031250 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -287019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -287024.156250 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -287024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -287027.625000 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -287027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -287029.968750 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -287030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287032.875000 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -287032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -287034.718750 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -287034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287035.937500 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -287035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -287036.593750 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -287036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Entering Unmasked Estep 
Score: -2091614.375000 Penalty: 2407.271973
	Iteration 0F: 2 clusters Score -2091614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2079876.000000 Penalty: 4814.543945
	Iteration 0F: 3 clusters Score -2079876 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2083858.250000 Penalty: 4814.543945
	Iteration 1F: 3 clusters Score -2083858 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2084281.625000 Penalty: 4814.543945
	Iteration 2F: 3 clusters Score -2084282 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2084667.375000 Penalty: 4814.543945
	Iteration 3F: 3 clusters Score -2084667 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2085040.500000 Penalty: 4814.543945
	Iteration 4Q: 3 clusters Score -2085040 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2085497.875000 Penalty: 4814.543945
	Iteration 5F: 3 clusters Score -2085498 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2086044.500000 Penalty: 4814.543945
	Iteration 6F: 3 clusters Score -2086044 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2086700.875000 Penalty: 4814.543945
	Iteration 7F: 3 clusters Score -2086701 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2087380.625000 Penalty: 4814.543945
	Iteration 8F: 3 clusters Score -2087381 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2087990.375000 Penalty: 4814.543945
	Iteration 9Q: 3 clusters Score -2087990 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2088535.500000 Penalty: 4814.543945
	Iteration 10Q: 3 clusters Score -2088536 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2088964.625000 Penalty: 4814.543945
	Iteration 11Q: 3 clusters Score -2088965 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2089259.250000 Penalty: 4814.543945
	Iteration 12Q: 3 clusters Score -2089259 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2089455.750000 Penalty: 4814.543945
	Iteration 13Q: 3 clusters Score -2089456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2089584.750000 Penalty: 4814.543945
	Iteration 14Q: 3 clusters Score -2089585 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2089675.000000 Penalty: 4814.543945
	Iteration 15Q: 3 clusters Score -2089675 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2089730.375000 Penalty: 4814.543945
	Iteration 16Q: 3 clusters Score -2089730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2089766.875000 Penalty: 4814.543945
	Iteration 17Q: 3 clusters Score -2089767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2089794.250000 Penalty: 4814.543945
	Iteration 18Q: 3 clusters Score -2089794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2089801.000000 Penalty: 4814.543945
	Iteration 19Q: 3 clusters Score -2089801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2089811.750000 Penalty: 4814.543945
	Iteration 20F: 3 clusters Score -2089812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2089819.125000 Penalty: 4814.543945
	Iteration 21Q: 3 clusters Score -2089819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2089820.375000 Penalty: 4814.543945
	Iteration 22Q: 3 clusters Score -2089820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2089827.625000 Penalty: 4814.543945
	Iteration 23Q: 3 clusters Score -2089828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2089829.875000 Penalty: 4814.543945
	Iteration 24Q: 3 clusters Score -2089830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2089829.500000 Penalty: 4814.543945
	Iteration 25Q: 3 clusters Score -2089830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2089831.250000 Penalty: 4814.543945
	Iteration 26Q: 3 clusters Score -2089831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2089836.625000 Penalty: 4814.543945
	Iteration 27Q: 3 clusters Score -2089837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2089839.000000 Penalty: 4814.543945
	Iteration 28Q: 3 clusters Score -2089839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2089837.625000 Penalty: 4814.543945
	Iteration 29Q: 3 clusters Score -2089838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2089840.750000 Penalty: 4814.543945
	Iteration 30Q: 3 clusters Score -2089841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2089841.125000 Penalty: 4814.543945
	Iteration 31Q: 3 clusters Score -2089841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2089840.750000 Penalty: 4814.543945
	Iteration 32Q: 3 clusters Score -2089841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2089840.750000 Penalty: 4814.543945
	Iteration 33F: 3 clusters Score -2089841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Entering Unmasked Estep 
Score: -4442687.000000 Penalty: 2614.001465
	Iteration 0F: 2 clusters Score -4442687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4416921.000000 Penalty: 5228.002930
	Iteration 0F: 3 clusters Score -4416921 nChanged 17333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4427041.500000 Penalty: 5228.002930
	Iteration 1F: 3 clusters Score -4427042 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4428067.000000 Penalty: 5228.002930
	Iteration 2F: 3 clusters Score -4428067 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4429073.000000 Penalty: 5228.002930
	Iteration 3F: 3 clusters Score -4429073 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4430181.000000 Penalty: 5228.002930
	Iteration 4F: 3 clusters Score -4430181 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4431369.500000 Penalty: 5228.002930
	Iteration 5F: 3 clusters Score -4431370 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4432533.500000 Penalty: 5228.002930
	Iteration 6F: 3 clusters Score -4432534 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4433586.500000 Penalty: 5228.002930
	Iteration 7F: 3 clusters Score -4433586 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4434612.500000 Penalty: 5228.002930
	Iteration 8Q: 3 clusters Score -4434612 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4435485.000000 Penalty: 5228.002930
	Iteration 9Q: 3 clusters Score -4435485 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4436217.000000 Penalty: 5228.002930
	Iteration 10Q: 3 clusters Score -4436217 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4436754.000000 Penalty: 5228.002930
	Iteration 11Q: 3 clusters Score -4436754 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -4437095.500000 Penalty: 5228.002930
	Iteration 12Q: 3 clusters Score -4437096 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4437356.500000 Penalty: 5228.002930
	Iteration 13Q: 3 clusters Score -4437356 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4437572.500000 Penalty: 5228.002930
	Iteration 14Q: 3 clusters Score -4437572 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4437713.000000 Penalty: 5228.002930
	Iteration 15Q: 3 clusters Score -4437713 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4437852.000000 Penalty: 5228.002930
	Iteration 16Q: 3 clusters Score -4437852 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4437982.500000 Penalty: 5228.002930
	Iteration 17Q: 3 clusters Score -4437982 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4438086.000000 Penalty: 5228.002930
	Iteration 18Q: 3 clusters Score -4438086 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4438192.000000 Penalty: 5228.002930
	Iteration 19Q: 3 clusters Score -4438192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4438306.000000 Penalty: 5228.002930
	Iteration 20F: 3 clusters Score -4438306 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4438419.000000 Penalty: 5228.002930
	Iteration 21Q: 3 clusters Score -4438419 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4438517.000000 Penalty: 5228.002930
	Iteration 22Q: 3 clusters Score -4438517 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4438669.000000 Penalty: 5228.002930
	Iteration 23Q: 3 clusters Score -4438669 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4438844.500000 Penalty: 5228.002930
	Iteration 24Q: 3 clusters Score -4438844 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4439072.000000 Penalty: 5228.002930
	Iteration 25Q: 3 clusters Score -4439072 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4439268.500000 Penalty: 5228.002930
	Iteration 26Q: 3 clusters Score -4439268 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4439435.000000 Penalty: 5228.002930
	Iteration 27Q: 3 clusters Score -4439435 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4439564.500000 Penalty: 5228.002930
	Iteration 28Q: 3 clusters Score -4439564 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4439685.500000 Penalty: 5228.002930
	Iteration 29Q: 3 clusters Score -4439686 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4439752.000000 Penalty: 5228.002930
	Iteration 30Q: 3 clusters Score -4439752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4439823.000000 Penalty: 5228.002930
	Iteration 31Q: 3 clusters Score -4439823 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4439870.500000 Penalty: 5228.002930
	Iteration 32Q: 3 clusters Score -4439870 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4439937.000000 Penalty: 5228.002930
	Iteration 33Q: 3 clusters Score -4439937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4439986.000000 Penalty: 5228.002930
	Iteration 34Q: 3 clusters Score -4439986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4440024.500000 Penalty: 5228.002930
	Iteration 35Q: 3 clusters Score -4440024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4440058.000000 Penalty: 5228.002930
	Iteration 36Q: 3 clusters Score -4440058 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4440095.500000 Penalty: 5228.002930
	Iteration 37Q: 3 clusters Score -4440096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4440129.000000 Penalty: 5228.002930
	Iteration 38Q: 3 clusters Score -4440129 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4440179.000000 Penalty: 5228.002930
	Iteration 39Q: 3 clusters Score -4440179 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4440231.000000 Penalty: 5228.002930
	Iteration 40F: 3 clusters Score -4440231 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4440261.000000 Penalty: 5228.002930
	Iteration 41Q: 3 clusters Score -4440261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4440288.500000 Penalty: 5228.002930
	Iteration 42Q: 3 clusters Score -4440288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4440325.500000 Penalty: 5228.002930
	Iteration 43Q: 3 clusters Score -4440326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4440326.000000 Penalty: 5228.002930
	Iteration 44Q: 3 clusters Score -4440326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4440372.000000 Penalty: 5228.002930
	Iteration 45Q: 3 clusters Score -4440372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4440405.500000 Penalty: 5228.002930
	Iteration 46Q: 3 clusters Score -4440406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4440437.000000 Penalty: 5228.002930
	Iteration 47Q: 3 clusters Score -4440437 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4440471.500000 Penalty: 5228.002930
	Iteration 48Q: 3 clusters Score -4440472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4440509.500000 Penalty: 5228.002930
	Iteration 49Q: 3 clusters Score -4440510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4440535.000000 Penalty: 5228.002930
	Iteration 50Q: 3 clusters Score -4440535 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4440541.000000 Penalty: 5228.002930
	Iteration 51Q: 3 clusters Score -4440541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4440563.000000 Penalty: 5228.002930
	Iteration 52Q: 3 clusters Score -4440563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4440575.000000 Penalty: 5228.002930
	Iteration 53Q: 3 clusters Score -4440575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4440600.500000 Penalty: 5228.002930
	Iteration 54Q: 3 clusters Score -4440600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4440608.000000 Penalty: 5228.002930
	Iteration 55Q: 3 clusters Score -4440608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4440627.000000 Penalty: 5228.002930
	Iteration 56Q: 3 clusters Score -4440627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4440627.000000 Penalty: 5228.002930
	Iteration 57Q: 3 clusters Score -4440627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4440630.500000 Penalty: 5228.002930
	Iteration 58Q: 3 clusters Score -4440630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4440635.000000 Penalty: 5228.002930
	Iteration 59Q: 3 clusters Score -4440635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4440648.000000 Penalty: 5228.002930
	Iteration 60F: 3 clusters Score -4440648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4440664.000000 Penalty: 5228.002930
	Iteration 61Q: 3 clusters Score -4440664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4440670.000000 Penalty: 5228.002930
	Iteration 62Q: 3 clusters Score -4440670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4440694.000000 Penalty: 5228.002930
	Iteration 63Q: 3 clusters Score -4440694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4440691.000000 Penalty: 5228.002930
	Iteration 64Q: 3 clusters Score -4440691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4440696.500000 Penalty: 5228.002930
	Iteration 65Q: 3 clusters Score -4440696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4440711.000000 Penalty: 5228.002930
	Iteration 66Q: 3 clusters Score -4440711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4440720.500000 Penalty: 5228.002930
	Iteration 67Q: 3 clusters Score -4440720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4440716.500000 Penalty: 5228.002930
	Iteration 68Q: 3 clusters Score -4440716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4440730.000000 Penalty: 5228.002930
	Iteration 69Q: 3 clusters Score -4440730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4440746.000000 Penalty: 5228.002930
	Iteration 70Q: 3 clusters Score -4440746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4440755.000000 Penalty: 5228.002930
	Iteration 71Q: 3 clusters Score -4440755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4440750.500000 Penalty: 5228.002930
	Iteration 72Q: 3 clusters Score -4440750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4440768.000000 Penalty: 5228.002930
	Iteration 73Q: 3 clusters Score -4440768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4440773.500000 Penalty: 5228.002930
	Iteration 74Q: 3 clusters Score -4440774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4440773.000000 Penalty: 5228.002930
	Iteration 75Q: 3 clusters Score -4440773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4440781.500000 Penalty: 5228.002930
	Iteration 76Q: 3 clusters Score -4440782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4440795.000000 Penalty: 5228.002930
	Iteration 77Q: 3 clusters Score -4440795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4440810.500000 Penalty: 5228.002930
	Iteration 78Q: 3 clusters Score -4440810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4440818.000000 Penalty: 5228.002930
	Iteration 79Q: 3 clusters Score -4440818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4440813.000000 Penalty: 5228.002930
	Iteration 80F: 3 clusters Score -4440813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4440817.500000 Penalty: 5228.002930
	Iteration 81Q: 3 clusters Score -4440818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4440831.000000 Penalty: 5228.002930
	Iteration 82Q: 3 clusters Score -4440831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4440832.500000 Penalty: 5228.002930
	Iteration 83Q: 3 clusters Score -4440832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4440826.000000 Penalty: 5228.002930
	Iteration 84Q: 3 clusters Score -4440826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4440828.000000 Penalty: 5228.002930
	Iteration 85Q: 3 clusters Score -4440828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4440828.000000 Penalty: 5228.002930
	Iteration 86Q: 3 clusters Score -4440828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4440828.000000 Penalty: 5228.002930
	Iteration 87Q: 3 clusters Score -4440828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4440827.500000 Penalty: 5228.002930
	Iteration 88Q: 3 clusters Score -4440828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4440839.000000 Penalty: 5228.002930
	Iteration 89Q: 3 clusters Score -4440839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4440848.000000 Penalty: 5228.002930
	Iteration 90Q: 3 clusters Score -4440848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4440854.500000 Penalty: 5228.002930
	Iteration 91Q: 3 clusters Score -4440854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4440848.000000 Penalty: 5228.002930
	Iteration 92Q: 3 clusters Score -4440848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4440845.000000 Penalty: 5228.002930
	Iteration 93Q: 3 clusters Score -4440845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4440837.500000 Penalty: 5228.002930
	Iteration 94Q: 3 clusters Score -4440838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4440837.000000 Penalty: 5228.002930
	Iteration 95Q: 3 clusters Score -4440837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4440838.500000 Penalty: 5228.002930
	Iteration 96Q: 3 clusters Score -4440838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4440841.500000 Penalty: 5228.002930
	Iteration 97Q: 3 clusters Score -4440842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4440848.000000 Penalty: 5228.002930
	Iteration 98Q: 3 clusters Score -4440848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4440853.000000 Penalty: 5228.002930
	Iteration 99Q: 3 clusters Score -4440853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4440855.000000 Penalty: 5228.002930
	Iteration 100F: 3 clusters Score -4440855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4440863.000000 Penalty: 5228.002930
	Iteration 101Q: 3 clusters Score -4440863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4440874.000000 Penalty: 5228.002930
	Iteration 102Q: 3 clusters Score -4440874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4440867.500000 Penalty: 5228.002930
	Iteration 103Q: 3 clusters Score -4440868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4440874.000000 Penalty: 5228.002930
	Iteration 104Q: 3 clusters Score -4440874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4440879.000000 Penalty: 5228.002930
	Iteration 105Q: 3 clusters Score -4440879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4440878.500000 Penalty: 5228.002930
	Iteration 106Q: 3 clusters Score -4440878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4440882.500000 Penalty: 5228.002930
	Iteration 107Q: 3 clusters Score -4440882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4440885.500000 Penalty: 5228.002930
	Iteration 108Q: 3 clusters Score -4440886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4440880.000000 Penalty: 5228.002930
	Iteration 109Q: 3 clusters Score -4440880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4440880.500000 Penalty: 5228.002930
	Iteration 110Q: 3 clusters Score -4440880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4440886.500000 Penalty: 5228.002930
	Iteration 111Q: 3 clusters Score -4440886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4440884.000000 Penalty: 5228.002930
	Iteration 112Q: 3 clusters Score -4440884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4440880.500000 Penalty: 5228.002930
	Iteration 113Q: 3 clusters Score -4440880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4440884.000000 Penalty: 5228.002930
	Iteration 114Q: 3 clusters Score -4440884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4440883.000000 Penalty: 5228.002930
	Iteration 115Q: 3 clusters Score -4440883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4440888.500000 Penalty: 5228.002930
	Iteration 116Q: 3 clusters Score -4440888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4440887.500000 Penalty: 5228.002930
	Iteration 117Q: 3 clusters Score -4440888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4440885.500000 Penalty: 5228.002930
	Iteration 118Q: 3 clusters Score -4440886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4440884.500000 Penalty: 5228.002930
	Iteration 119Q: 3 clusters Score -4440884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4440886.000000 Penalty: 5228.002930
	Iteration 120F: 3 clusters Score -4440886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4440890.500000 Penalty: 5228.002930
	Iteration 121Q: 3 clusters Score -4440890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4440893.500000 Penalty: 5228.002930
	Iteration 122Q: 3 clusters Score -4440894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4440890.000000 Penalty: 5228.002930
	Iteration 123Q: 3 clusters Score -4440890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4440886.500000 Penalty: 5228.002930
	Iteration 124Q: 3 clusters Score -4440886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4440889.500000 Penalty: 5228.002930
	Iteration 125Q: 3 clusters Score -4440890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4440892.000000 Penalty: 5228.002930
	Iteration 126Q: 3 clusters Score -4440892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4440892.500000 Penalty: 5228.002930
	Iteration 127Q: 3 clusters Score -4440892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4440892.000000 Penalty: 5228.002930
	Iteration 128Q: 3 clusters Score -4440892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4440895.500000 Penalty: 5228.002930
	Iteration 129Q: 3 clusters Score -4440896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4440900.500000 Penalty: 5228.002930
	Iteration 130Q: 3 clusters Score -4440900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4440900.500000 Penalty: 5228.002930
	Iteration 131Q: 3 clusters Score -4440900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4440890.000000 Penalty: 5228.002930
	Iteration 132Q: 3 clusters Score -4440890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4440892.000000 Penalty: 5228.002930
	Iteration 133Q: 3 clusters Score -4440892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4440892.000000 Penalty: 5228.002930
	Iteration 134F: 3 clusters Score -4440892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Entering Unmasked Estep 
Score: -4329487.000000 Penalty: 2595.083252
	Iteration 0F: 2 clusters Score -4329487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4305640.000000 Penalty: 5190.166504
	Iteration 0F: 3 clusters Score -4305640 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4314505.500000 Penalty: 5190.166504
	Iteration 1F: 3 clusters Score -4314506 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4315237.000000 Penalty: 5190.166504
	Iteration 2F: 3 clusters Score -4315237 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4316007.500000 Penalty: 5190.166504
	Iteration 3F: 3 clusters Score -4316008 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4316799.500000 Penalty: 5190.166504
	Iteration 4Q: 3 clusters Score -4316800 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4317603.000000 Penalty: 5190.166504
	Iteration 5Q: 3 clusters Score -4317603 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4318429.500000 Penalty: 5190.166504
	Iteration 6Q: 3 clusters Score -4318430 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4319197.500000 Penalty: 5190.166504
	Iteration 7Q: 3 clusters Score -4319198 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4320012.000000 Penalty: 5190.166504
	Iteration 8Q: 3 clusters Score -4320012 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4320786.000000 Penalty: 5190.166504
	Iteration 9Q: 3 clusters Score -4320786 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4321512.500000 Penalty: 5190.166504
	Iteration 10Q: 3 clusters Score -4321512 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4322177.000000 Penalty: 5190.166504
	Iteration 11Q: 3 clusters Score -4322177 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4322756.500000 Penalty: 5190.166504
	Iteration 12Q: 3 clusters Score -4322756 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4323187.500000 Penalty: 5190.166504
	Iteration 13Q: 3 clusters Score -4323188 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -4323510.500000 Penalty: 5190.166504
	Iteration 14Q: 3 clusters Score -4323510 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4323789.000000 Penalty: 5190.166504
	Iteration 15Q: 3 clusters Score -4323789 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4323974.500000 Penalty: 5190.166504
	Iteration 16Q: 3 clusters Score -4323974 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -4324166.500000 Penalty: 5190.166504
	Iteration 17Q: 3 clusters Score -4324166 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4324343.000000 Penalty: 5190.166504
	Iteration 18Q: 3 clusters Score -4324343 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4324549.000000 Penalty: 5190.166504
	Iteration 19Q: 3 clusters Score -4324549 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -4324745.000000 Penalty: 5190.166504
	Iteration 20F: 3 clusters Score -4324745 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4324901.000000 Penalty: 5190.166504
	Iteration 21Q: 3 clusters Score -4324901 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4325048.500000 Penalty: 5190.166504
	Iteration 22Q: 3 clusters Score -4325048 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4325217.500000 Penalty: 5190.166504
	Iteration 23Q: 3 clusters Score -4325218 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4325393.500000 Penalty: 5190.166504
	Iteration 24Q: 3 clusters Score -4325394 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4325568.500000 Penalty: 5190.166504
	Iteration 25Q: 3 clusters Score -4325568 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -4325750.000000 Penalty: 5190.166504
	Iteration 26Q: 3 clusters Score -4325750 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4325966.000000 Penalty: 5190.166504
	Iteration 27Q: 3 clusters Score -4325966 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4326164.500000 Penalty: 5190.166504
	Iteration 28Q: 3 clusters Score -4326164 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4326311.000000 Penalty: 5190.166504
	Iteration 29Q: 3 clusters Score -4326311 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4326452.500000 Penalty: 5190.166504
	Iteration 30Q: 3 clusters Score -4326452 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4326583.500000 Penalty: 5190.166504
	Iteration 31Q: 3 clusters Score -4326584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4326686.500000 Penalty: 5190.166504
	Iteration 32Q: 3 clusters Score -4326686 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4326772.000000 Penalty: 5190.166504
	Iteration 33Q: 3 clusters Score -4326772 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4326843.000000 Penalty: 5190.166504
	Iteration 34Q: 3 clusters Score -4326843 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4326925.500000 Penalty: 5190.166504
	Iteration 35Q: 3 clusters Score -4326926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4326967.500000 Penalty: 5190.166504
	Iteration 36Q: 3 clusters Score -4326968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4327024.000000 Penalty: 5190.166504
	Iteration 37Q: 3 clusters Score -4327024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4327066.500000 Penalty: 5190.166504
	Iteration 38Q: 3 clusters Score -4327066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4327115.000000 Penalty: 5190.166504
	Iteration 39Q: 3 clusters Score -4327115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4327148.000000 Penalty: 5190.166504
	Iteration 40F: 3 clusters Score -4327148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4327186.000000 Penalty: 5190.166504
	Iteration 41Q: 3 clusters Score -4327186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4327210.500000 Penalty: 5190.166504
	Iteration 42Q: 3 clusters Score -4327210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4327237.000000 Penalty: 5190.166504
	Iteration 43Q: 3 clusters Score -4327237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4327254.000000 Penalty: 5190.166504
	Iteration 44Q: 3 clusters Score -4327254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4327272.500000 Penalty: 5190.166504
	Iteration 45Q: 3 clusters Score -4327272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -4327286.000000 Penalty: 5190.166504
	Iteration 46Q: 3 clusters Score -4327286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4327290.500000 Penalty: 5190.166504
	Iteration 47Q: 3 clusters Score -4327290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4327295.000000 Penalty: 5190.166504
	Iteration 48Q: 3 clusters Score -4327295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4327301.500000 Penalty: 5190.166504
	Iteration 49Q: 3 clusters Score -4327302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4327307.500000 Penalty: 5190.166504
	Iteration 50Q: 3 clusters Score -4327308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4327309.500000 Penalty: 5190.166504
	Iteration 51Q: 3 clusters Score -4327310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4327318.000000 Penalty: 5190.166504
	Iteration 52Q: 3 clusters Score -4327318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4327328.000000 Penalty: 5190.166504
	Iteration 53Q: 3 clusters Score -4327328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4327334.000000 Penalty: 5190.166504
	Iteration 54Q: 3 clusters Score -4327334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4327344.000000 Penalty: 5190.166504
	Iteration 55Q: 3 clusters Score -4327344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4327350.500000 Penalty: 5190.166504
	Iteration 56Q: 3 clusters Score -4327350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4327368.000000 Penalty: 5190.166504
	Iteration 57Q: 3 clusters Score -4327368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4327369.000000 Penalty: 5190.166504
	Iteration 58Q: 3 clusters Score -4327369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4327366.000000 Penalty: 5190.166504
	Iteration 59Q: 3 clusters Score -4327366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4327373.000000 Penalty: 5190.166504
	Iteration 60F: 3 clusters Score -4327373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4327379.000000 Penalty: 5190.166504
	Iteration 61Q: 3 clusters Score -4327379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4327383.000000 Penalty: 5190.166504
	Iteration 62Q: 3 clusters Score -4327383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4327388.500000 Penalty: 5190.166504
	Iteration 63Q: 3 clusters Score -4327388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4327400.500000 Penalty: 5190.166504
	Iteration 64Q: 3 clusters Score -4327400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4327398.500000 Penalty: 5190.166504
	Iteration 65Q: 3 clusters Score -4327398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4327393.500000 Penalty: 5190.166504
	Iteration 66Q: 3 clusters Score -4327394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4327395.500000 Penalty: 5190.166504
	Iteration 67Q: 3 clusters Score -4327396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4327397.500000 Penalty: 5190.166504
	Iteration 68Q: 3 clusters Score -4327398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4327402.000000 Penalty: 5190.166504
	Iteration 69Q: 3 clusters Score -4327402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4327403.500000 Penalty: 5190.166504
	Iteration 70Q: 3 clusters Score -4327404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4327404.500000 Penalty: 5190.166504
	Iteration 71Q: 3 clusters Score -4327404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4327409.000000 Penalty: 5190.166504
	Iteration 72Q: 3 clusters Score -4327409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4327413.500000 Penalty: 5190.166504
	Iteration 73Q: 3 clusters Score -4327414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4327418.000000 Penalty: 5190.166504
	Iteration 74Q: 3 clusters Score -4327418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4327418.000000 Penalty: 5190.166504
	Iteration 75F: 3 clusters Score -4327418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -143920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141791.703125 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -141791.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142209.656250 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -142209.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142379.968750 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -142380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142509.890625 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -142509.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142602.828125 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -142602.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142705.390625 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -142705.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142829.671875 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -142829.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142939.578125 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -142939.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -142993.000000 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -142993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143028.062500 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -143028.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143058.359375 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -143058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143074.750000 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -143074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143090.640625 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -143090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143102.187500 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -143102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143112.031250 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -143112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143125.312500 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -143125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143138.093750 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -143138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143145.656250 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -143145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143150.125000 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -143150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143153.890625 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -143153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143158.671875 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -143158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143164.375000 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -143164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143165.437500 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -143165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143165.437500 Penalty: 3530.134033
	Iteration 23F: 3 clusters Score -143165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -699178.562500 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -699178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -693803.375000 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -693803.4 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -695411.750000 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -695411.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -695797.562500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -695797.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -696115.812500 Penalty: 4351.061035
	Iteration 3F: 3 clusters Score -696115.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -696396.437500 Penalty: 4351.061035
	Iteration 4F: 3 clusters Score -696396.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -696688.562500 Penalty: 4351.061035
	Iteration 5F: 3 clusters Score -696688.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -696933.250000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -696933.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -697167.625000 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -697167.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -697435.625000 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -697435.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -697617.187500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -697617.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -697723.125000 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -697723.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -697794.687500 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -697794.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -697853.375000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -697853.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -697900.312500 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -697900.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -697938.687500 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -697938.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -697969.000000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -697969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -697990.000000 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -697990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -698005.562500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -698005.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -698019.000000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -698019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -698033.625000 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -698033.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -698047.750000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -698047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -698058.937500 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -698058.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -698070.500000 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -698070.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -698087.562500 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -698087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -698096.562500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -698096.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -698106.937500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -698106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -698115.562500 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -698115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -698125.062500 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -698125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -698131.562500 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -698131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -698134.937500 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -698134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -698137.500000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -698137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -698140.437500 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -698140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -698142.375000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -698142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -698144.562500 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -698144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -698149.125000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -698149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -698148.937500 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -698148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -698149.562500 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -698149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -698154.250000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -698154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -698156.937500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -698156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -698157.250000 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -698157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -698157.250000 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -698157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Entering Unmasked Estep 
Score: -1747425.375000 Penalty: 2372.711670
	Iteration 0F: 2 clusters Score -1747425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1737015.750000 Penalty: 4745.423340
	Iteration 0F: 3 clusters Score -1737016 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1740246.750000 Penalty: 4745.423340
	Iteration 1F: 3 clusters Score -1740247 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1740590.500000 Penalty: 4745.423340
	Iteration 2F: 3 clusters Score -1740590 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1740885.500000 Penalty: 4745.423340
	Iteration 3F: 3 clusters Score -1740886 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1741159.625000 Penalty: 4745.423340
	Iteration 4Q: 3 clusters Score -1741160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1741481.375000 Penalty: 4745.423340
	Iteration 5Q: 3 clusters Score -1741481 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1741943.625000 Penalty: 4745.423340
	Iteration 6Q: 3 clusters Score -1741944 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1742522.625000 Penalty: 4745.423340
	Iteration 7F: 3 clusters Score -1742523 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1743197.875000 Penalty: 4745.423340
	Iteration 8F: 3 clusters Score -1743198 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1744068.750000 Penalty: 4745.423340
	Iteration 9F: 3 clusters Score -1744069 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1744861.000000 Penalty: 4745.423340
	Iteration 10F: 3 clusters Score -1744861 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1745412.875000 Penalty: 4745.423340
	Iteration 11Q: 3 clusters Score -1745413 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1745800.250000 Penalty: 4745.423340
	Iteration 12Q: 3 clusters Score -1745800 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1746127.375000 Penalty: 4745.423340
	Iteration 13Q: 3 clusters Score -1746127 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1746358.750000 Penalty: 4745.423340
	Iteration 14Q: 3 clusters Score -1746359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1746494.250000 Penalty: 4745.423340
	Iteration 15Q: 3 clusters Score -1746494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1746579.000000 Penalty: 4745.423340
	Iteration 16Q: 3 clusters Score -1746579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1746626.000000 Penalty: 4745.423340
	Iteration 17Q: 3 clusters Score -1746626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1746641.125000 Penalty: 4745.423340
	Iteration 18Q: 3 clusters Score -1746641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1746650.125000 Penalty: 4745.423340
	Iteration 19Q: 3 clusters Score -1746650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1746658.250000 Penalty: 4745.423340
	Iteration 20F: 3 clusters Score -1746658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1746662.375000 Penalty: 4745.423340
	Iteration 21Q: 3 clusters Score -1746662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1746669.500000 Penalty: 4745.423340
	Iteration 22Q: 3 clusters Score -1746670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1746671.375000 Penalty: 4745.423340
	Iteration 23Q: 3 clusters Score -1746671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1746671.000000 Penalty: 4745.423340
	Iteration 24Q: 3 clusters Score -1746671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1746669.625000 Penalty: 4745.423340
	Iteration 25Q: 3 clusters Score -1746670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1746669.625000 Penalty: 4745.423340
	Iteration 26F: 3 clusters Score -1746670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1342145.750000 Penalty: 2309.866943
	Iteration 0F: 2 clusters Score -1342146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1333819.500000 Penalty: 4619.733887
	Iteration 0F: 3 clusters Score -1333820 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1336262.000000 Penalty: 4619.733887
	Iteration 1F: 3 clusters Score -1336262 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1336599.625000 Penalty: 4619.733887
	Iteration 2F: 3 clusters Score -1336600 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1336873.000000 Penalty: 4619.733887
	Iteration 3F: 3 clusters Score -1336873 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1337126.625000 Penalty: 4619.733887
	Iteration 4Q: 3 clusters Score -1337127 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1337369.750000 Penalty: 4619.733887
	Iteration 5Q: 3 clusters Score -1337370 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1337626.500000 Penalty: 4619.733887
	Iteration 6Q: 3 clusters Score -1337626 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1337925.125000 Penalty: 4619.733887
	Iteration 7Q: 3 clusters Score -1337925 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1338226.125000 Penalty: 4619.733887
	Iteration 8Q: 3 clusters Score -1338226 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1338494.500000 Penalty: 4619.733887
	Iteration 9Q: 3 clusters Score -1338494 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1338764.250000 Penalty: 4619.733887
	Iteration 10Q: 3 clusters Score -1338764 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1338992.625000 Penalty: 4619.733887
	Iteration 11Q: 3 clusters Score -1338993 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1339171.375000 Penalty: 4619.733887
	Iteration 12Q: 3 clusters Score -1339171 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1339304.125000 Penalty: 4619.733887
	Iteration 13Q: 3 clusters Score -1339304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1339413.250000 Penalty: 4619.733887
	Iteration 14Q: 3 clusters Score -1339413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1339497.750000 Penalty: 4619.733887
	Iteration 15Q: 3 clusters Score -1339498 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1339594.500000 Penalty: 4619.733887
	Iteration 16Q: 3 clusters Score -1339594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1339693.625000 Penalty: 4619.733887
	Iteration 17Q: 3 clusters Score -1339694 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1339795.250000 Penalty: 4619.733887
	Iteration 18Q: 3 clusters Score -1339795 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1339915.000000 Penalty: 4619.733887
	Iteration 19Q: 3 clusters Score -1339915 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1340048.500000 Penalty: 4619.733887
	Iteration 20F: 3 clusters Score -1340048 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1340192.750000 Penalty: 4619.733887
	Iteration 21Q: 3 clusters Score -1340193 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1340316.625000 Penalty: 4619.733887
	Iteration 22Q: 3 clusters Score -1340317 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1340396.875000 Penalty: 4619.733887
	Iteration 23Q: 3 clusters Score -1340397 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1340472.750000 Penalty: 4619.733887
	Iteration 24Q: 3 clusters Score -1340473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1340526.750000 Penalty: 4619.733887
	Iteration 25Q: 3 clusters Score -1340527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1340577.000000 Penalty: 4619.733887
	Iteration 26Q: 3 clusters Score -1340577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1340620.750000 Penalty: 4619.733887
	Iteration 27Q: 3 clusters Score -1340621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1340654.000000 Penalty: 4619.733887
	Iteration 28Q: 3 clusters Score -1340654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1340670.750000 Penalty: 4619.733887
	Iteration 29Q: 3 clusters Score -1340671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1340689.625000 Penalty: 4619.733887
	Iteration 30Q: 3 clusters Score -1340690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1340704.500000 Penalty: 4619.733887
	Iteration 31Q: 3 clusters Score -1340704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1340722.000000 Penalty: 4619.733887
	Iteration 32Q: 3 clusters Score -1340722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1340732.375000 Penalty: 4619.733887
	Iteration 33Q: 3 clusters Score -1340732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1340741.250000 Penalty: 4619.733887
	Iteration 34Q: 3 clusters Score -1340741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1340752.375000 Penalty: 4619.733887
	Iteration 35Q: 3 clusters Score -1340752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1340753.875000 Penalty: 4619.733887
	Iteration 36Q: 3 clusters Score -1340754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1340760.125000 Penalty: 4619.733887
	Iteration 37Q: 3 clusters Score -1340760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1340766.625000 Penalty: 4619.733887
	Iteration 38Q: 3 clusters Score -1340767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1340774.625000 Penalty: 4619.733887
	Iteration 39Q: 3 clusters Score -1340775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1340780.375000 Penalty: 4619.733887
	Iteration 40F: 3 clusters Score -1340780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1340778.500000 Penalty: 4619.733887
	Iteration 41Q: 3 clusters Score -1340778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1340779.500000 Penalty: 4619.733887
	Iteration 42Q: 3 clusters Score -1340780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1340780.125000 Penalty: 4619.733887
	Iteration 43Q: 3 clusters Score -1340780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1340781.000000 Penalty: 4619.733887
	Iteration 44Q: 3 clusters Score -1340781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1340781.625000 Penalty: 4619.733887
	Iteration 45Q: 3 clusters Score -1340782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1340780.625000 Penalty: 4619.733887
	Iteration 46Q: 3 clusters Score -1340781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1340780.625000 Penalty: 4619.733887
	Iteration 47F: 3 clusters Score -1340781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Entering Unmasked Estep 
Score: -1231723.000000 Penalty: 2290.505859
	Iteration 0F: 2 clusters Score -1231723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1223833.750000 Penalty: 4581.011719
	Iteration 0F: 3 clusters Score -1223834 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1226108.125000 Penalty: 4581.011719
	Iteration 1F: 3 clusters Score -1226108 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1226441.750000 Penalty: 4581.011719
	Iteration 2F: 3 clusters Score -1226442 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1226693.625000 Penalty: 4581.011719
	Iteration 3F: 3 clusters Score -1226694 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1226903.375000 Penalty: 4581.011719
	Iteration 4Q: 3 clusters Score -1226903 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1227087.625000 Penalty: 4581.011719
	Iteration 5Q: 3 clusters Score -1227088 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1227243.625000 Penalty: 4581.011719
	Iteration 6Q: 3 clusters Score -1227244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1227389.250000 Penalty: 4581.011719
	Iteration 7Q: 3 clusters Score -1227389 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1227531.750000 Penalty: 4581.011719
	Iteration 8Q: 3 clusters Score -1227532 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1227672.250000 Penalty: 4581.011719
	Iteration 9Q: 3 clusters Score -1227672 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1227824.375000 Penalty: 4581.011719
	Iteration 10Q: 3 clusters Score -1227824 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1228003.375000 Penalty: 4581.011719
	Iteration 11Q: 3 clusters Score -1228003 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1228201.250000 Penalty: 4581.011719
	Iteration 12Q: 3 clusters Score -1228201 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1228429.750000 Penalty: 4581.011719
	Iteration 13Q: 3 clusters Score -1228430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1228706.750000 Penalty: 4581.011719
	Iteration 14Q: 3 clusters Score -1228707 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1228973.125000 Penalty: 4581.011719
	Iteration 15Q: 3 clusters Score -1228973 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1229240.000000 Penalty: 4581.011719
	Iteration 16Q: 3 clusters Score -1229240 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1229458.750000 Penalty: 4581.011719
	Iteration 17Q: 3 clusters Score -1229459 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1229639.750000 Penalty: 4581.011719
	Iteration 18Q: 3 clusters Score -1229640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1229791.000000 Penalty: 4581.011719
	Iteration 19Q: 3 clusters Score -1229791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1229910.750000 Penalty: 4581.011719
	Iteration 20F: 3 clusters Score -1229911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1230007.625000 Penalty: 4581.011719
	Iteration 21Q: 3 clusters Score -1230008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1230063.750000 Penalty: 4581.011719
	Iteration 22Q: 3 clusters Score -1230064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1230094.625000 Penalty: 4581.011719
	Iteration 23Q: 3 clusters Score -1230095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1230108.875000 Penalty: 4581.011719
	Iteration 24Q: 3 clusters Score -1230109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1230122.750000 Penalty: 4581.011719
	Iteration 25Q: 3 clusters Score -1230123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1230125.250000 Penalty: 4581.011719
	Iteration 26Q: 3 clusters Score -1230125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1230132.750000 Penalty: 4581.011719
	Iteration 27Q: 3 clusters Score -1230133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1230139.750000 Penalty: 4581.011719
	Iteration 28Q: 3 clusters Score -1230140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1230141.750000 Penalty: 4581.011719
	Iteration 29Q: 3 clusters Score -1230142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1230149.500000 Penalty: 4581.011719
	Iteration 30Q: 3 clusters Score -1230150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1230154.625000 Penalty: 4581.011719
	Iteration 31Q: 3 clusters Score -1230155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1230157.375000 Penalty: 4581.011719
	Iteration 32Q: 3 clusters Score -1230157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1230161.750000 Penalty: 4581.011719
	Iteration 33Q: 3 clusters Score -1230162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1230166.500000 Penalty: 4581.011719
	Iteration 34Q: 3 clusters Score -1230166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1230164.500000 Penalty: 4581.011719
	Iteration 35Q: 3 clusters Score -1230164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1230166.375000 Penalty: 4581.011719
	Iteration 36Q: 3 clusters Score -1230166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1230167.000000 Penalty: 4581.011719
	Iteration 37Q: 3 clusters Score -1230167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1230167.625000 Penalty: 4581.011719
	Iteration 38Q: 3 clusters Score -1230168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1230168.500000 Penalty: 4581.011719
	Iteration 39Q: 3 clusters Score -1230168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1230172.125000 Penalty: 4581.011719
	Iteration 40F: 3 clusters Score -1230172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1230171.750000 Penalty: 4581.011719
	Iteration 41Q: 3 clusters Score -1230172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1230172.625000 Penalty: 4581.011719
	Iteration 42Q: 3 clusters Score -1230173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1230172.625000 Penalty: 4581.011719
	Iteration 43F: 3 clusters Score -1230173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Entering Unmasked Estep 
Score: -3461164.750000 Penalty: 2538.640625
	Iteration 0F: 2 clusters Score -3461165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3442074.750000 Penalty: 5077.281250
	Iteration 0F: 3 clusters Score -3442075 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3449070.250000 Penalty: 5077.281250
	Iteration 1F: 3 clusters Score -3449070 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3449648.250000 Penalty: 5077.281250
	Iteration 2F: 3 clusters Score -3449648 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3450141.250000 Penalty: 5077.281250
	Iteration 3Q: 3 clusters Score -3450141 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3450634.000000 Penalty: 5077.281250
	Iteration 4Q: 3 clusters Score -3450634 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3451219.500000 Penalty: 5077.281250
	Iteration 5Q: 3 clusters Score -3451220 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3451962.750000 Penalty: 5077.281250
	Iteration 6Q: 3 clusters Score -3451963 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3452842.250000 Penalty: 5077.281250
	Iteration 7F: 3 clusters Score -3452842 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3453875.750000 Penalty: 5077.281250
	Iteration 8F: 3 clusters Score -3453876 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3454997.500000 Penalty: 5077.281250
	Iteration 9F: 3 clusters Score -3454998 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3456014.250000 Penalty: 5077.281250
	Iteration 10F: 3 clusters Score -3456014 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3456852.750000 Penalty: 5077.281250
	Iteration 11Q: 3 clusters Score -3456853 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3457535.000000 Penalty: 5077.281250
	Iteration 12Q: 3 clusters Score -3457535 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3458059.500000 Penalty: 5077.281250
	Iteration 13Q: 3 clusters Score -3458060 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3458392.000000 Penalty: 5077.281250
	Iteration 14Q: 3 clusters Score -3458392 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3458591.750000 Penalty: 5077.281250
	Iteration 15Q: 3 clusters Score -3458592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3458745.000000 Penalty: 5077.281250
	Iteration 16Q: 3 clusters Score -3458745 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3458846.750000 Penalty: 5077.281250
	Iteration 17Q: 3 clusters Score -3458847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3458899.500000 Penalty: 5077.281250
	Iteration 18Q: 3 clusters Score -3458900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3458944.250000 Penalty: 5077.281250
	Iteration 19Q: 3 clusters Score -3458944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3458969.250000 Penalty: 5077.281250
	Iteration 20F: 3 clusters Score -3458969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3458977.250000 Penalty: 5077.281250
	Iteration 21Q: 3 clusters Score -3458977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3458997.750000 Penalty: 5077.281250
	Iteration 22Q: 3 clusters Score -3458998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3459009.750000 Penalty: 5077.281250
	Iteration 23Q: 3 clusters Score -3459010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3459024.500000 Penalty: 5077.281250
	Iteration 24Q: 3 clusters Score -3459024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3459030.000000 Penalty: 5077.281250
	Iteration 25Q: 3 clusters Score -3459030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3459029.000000 Penalty: 5077.281250
	Iteration 26Q: 3 clusters Score -3459029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3459036.000000 Penalty: 5077.281250
	Iteration 27Q: 3 clusters Score -3459036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3459040.000000 Penalty: 5077.281250
	Iteration 28Q: 3 clusters Score -3459040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3459037.500000 Penalty: 5077.281250
	Iteration 29Q: 3 clusters Score -3459038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3459042.750000 Penalty: 5077.281250
	Iteration 30Q: 3 clusters Score -3459043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3459042.500000 Penalty: 5077.281250
	Iteration 31Q: 3 clusters Score -3459042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3459044.500000 Penalty: 5077.281250
	Iteration 32Q: 3 clusters Score -3459044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3459043.500000 Penalty: 5077.281250
	Iteration 33Q: 3 clusters Score -3459044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3459041.500000 Penalty: 5077.281250
	Iteration 34Q: 3 clusters Score -3459042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3459044.750000 Penalty: 5077.281250
	Iteration 35Q: 3 clusters Score -3459045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3459044.750000 Penalty: 5077.281250
	Iteration 36F: 3 clusters Score -3459045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Entering Unmasked Estep 
Score: -4842941.500000 Penalty: 2621.756592
	Iteration 0F: 2 clusters Score -4842942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4816412.000000 Penalty: 5243.513184
	Iteration 0F: 3 clusters Score -4816412 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4826387.500000 Penalty: 5243.513184
	Iteration 1F: 3 clusters Score -4826388 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4826920.500000 Penalty: 5243.513184
	Iteration 2Q: 3 clusters Score -4826920 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4827543.000000 Penalty: 5243.513184
	Iteration 3Q: 3 clusters Score -4827543 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4828461.000000 Penalty: 5243.513184
	Iteration 4Q: 3 clusters Score -4828461 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4829729.500000 Penalty: 5243.513184
	Iteration 5F: 3 clusters Score -4829730 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4831441.000000 Penalty: 5243.513184
	Iteration 6F: 3 clusters Score -4831441 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4833270.500000 Penalty: 5243.513184
	Iteration 7F: 3 clusters Score -4833270 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4834928.500000 Penalty: 5243.513184
	Iteration 8F: 3 clusters Score -4834928 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -4836268.500000 Penalty: 5243.513184
	Iteration 9F: 3 clusters Score -4836268 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4837290.000000 Penalty: 5243.513184
	Iteration 10Q: 3 clusters Score -4837290 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4838091.500000 Penalty: 5243.513184
	Iteration 11Q: 3 clusters Score -4838092 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4838715.500000 Penalty: 5243.513184
	Iteration 12Q: 3 clusters Score -4838716 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4839209.000000 Penalty: 5243.513184
	Iteration 13Q: 3 clusters Score -4839209 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4839603.000000 Penalty: 5243.513184
	Iteration 14Q: 3 clusters Score -4839603 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4839885.000000 Penalty: 5243.513184
	Iteration 15Q: 3 clusters Score -4839885 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4840107.000000 Penalty: 5243.513184
	Iteration 16Q: 3 clusters Score -4840107 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4840288.000000 Penalty: 5243.513184
	Iteration 17Q: 3 clusters Score -4840288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4840443.000000 Penalty: 5243.513184
	Iteration 18Q: 3 clusters Score -4840443 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4840529.000000 Penalty: 5243.513184
	Iteration 19Q: 3 clusters Score -4840529 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4840586.000000 Penalty: 5243.513184
	Iteration 20F: 3 clusters Score -4840586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4840649.500000 Penalty: 5243.513184
	Iteration 21Q: 3 clusters Score -4840650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4840696.500000 Penalty: 5243.513184
	Iteration 22Q: 3 clusters Score -4840696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4840722.000000 Penalty: 5243.513184
	Iteration 23Q: 3 clusters Score -4840722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4840745.500000 Penalty: 5243.513184
	Iteration 24Q: 3 clusters Score -4840746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4840760.000000 Penalty: 5243.513184
	Iteration 25Q: 3 clusters Score -4840760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4840775.500000 Penalty: 5243.513184
	Iteration 26Q: 3 clusters Score -4840776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4840776.000000 Penalty: 5243.513184
	Iteration 27Q: 3 clusters Score -4840776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4840782.500000 Penalty: 5243.513184
	Iteration 28Q: 3 clusters Score -4840782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4840786.500000 Penalty: 5243.513184
	Iteration 29Q: 3 clusters Score -4840786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4840793.000000 Penalty: 5243.513184
	Iteration 30Q: 3 clusters Score -4840793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4840796.500000 Penalty: 5243.513184
	Iteration 31Q: 3 clusters Score -4840796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4840808.500000 Penalty: 5243.513184
	Iteration 32Q: 3 clusters Score -4840808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4840817.500000 Penalty: 5243.513184
	Iteration 33Q: 3 clusters Score -4840818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4840818.500000 Penalty: 5243.513184
	Iteration 34Q: 3 clusters Score -4840818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4840818.000000 Penalty: 5243.513184
	Iteration 35Q: 3 clusters Score -4840818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4840819.000000 Penalty: 5243.513184
	Iteration 36Q: 3 clusters Score -4840819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4840824.000000 Penalty: 5243.513184
	Iteration 37Q: 3 clusters Score -4840824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4840830.000000 Penalty: 5243.513184
	Iteration 38Q: 3 clusters Score -4840830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4840834.500000 Penalty: 5243.513184
	Iteration 39Q: 3 clusters Score -4840834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4840832.500000 Penalty: 5243.513184
	Iteration 40F: 3 clusters Score -4840832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4840839.500000 Penalty: 5243.513184
	Iteration 41Q: 3 clusters Score -4840840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4840848.000000 Penalty: 5243.513184
	Iteration 42Q: 3 clusters Score -4840848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4840843.000000 Penalty: 5243.513184
	Iteration 43Q: 3 clusters Score -4840843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4840844.000000 Penalty: 5243.513184
	Iteration 44Q: 3 clusters Score -4840844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4840846.500000 Penalty: 5243.513184
	Iteration 45Q: 3 clusters Score -4840846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4840844.500000 Penalty: 5243.513184
	Iteration 46Q: 3 clusters Score -4840844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4840852.000000 Penalty: 5243.513184
	Iteration 47Q: 3 clusters Score -4840852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4840847.500000 Penalty: 5243.513184
	Iteration 48Q: 3 clusters Score -4840848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4840850.500000 Penalty: 5243.513184
	Iteration 49Q: 3 clusters Score -4840850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4840854.000000 Penalty: 5243.513184
	Iteration 50Q: 3 clusters Score -4840854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4840854.500000 Penalty: 5243.513184
	Iteration 51Q: 3 clusters Score -4840854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4840854.500000 Penalty: 5243.513184
	Iteration 52F: 3 clusters Score -4840854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -922460.437500 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -922460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -916327.312500 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -916327.3 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -917979.625000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -917979.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -918239.812500 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -918239.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -918453.750000 Penalty: 4428.474121
	Iteration 3F: 3 clusters Score -918453.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -918654.375000 Penalty: 4428.474121
	Iteration 4Q: 3 clusters Score -918654.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -918852.500000 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -918852.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -919043.062500 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -919043.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -919253.187500 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -919253.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -919466.687500 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -919466.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -919667.125000 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -919667.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -919878.500000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -919878.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -920086.437500 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -920086.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -920241.375000 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -920241.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -920379.500000 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -920379.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -920470.562500 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -920470.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -920539.937500 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -920539.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -920587.937500 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -920587.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -920621.625000 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -920621.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -920645.500000 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -920645.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -920663.125000 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -920663.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -920673.375000 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -920673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -920682.812500 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -920682.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -920689.125000 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -920689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -920694.937500 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -920694.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -920704.875000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -920704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -920714.750000 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -920714.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -920723.687500 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -920723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -920731.750000 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -920731.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -920742.062500 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -920742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -920758.500000 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -920758.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -920776.062500 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -920776.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -920797.500000 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -920797.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -920826.750000 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -920826.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -920856.750000 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -920856.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -920877.187500 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -920877.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -920900.062500 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -920900.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -920916.812500 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -920916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -920925.625000 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -920925.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -920936.437500 Penalty: 4428.474121
	Iteration 38Q: 3 clusters Score -920936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -920944.500000 Penalty: 4428.474121
	Iteration 39Q: 3 clusters Score -920944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -920947.875000 Penalty: 4428.474121
	Iteration 40F: 3 clusters Score -920947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -920953.500000 Penalty: 4428.474121
	Iteration 41Q: 3 clusters Score -920953.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -920959.312500 Penalty: 4428.474121
	Iteration 42Q: 3 clusters Score -920959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -920964.437500 Penalty: 4428.474121
	Iteration 43Q: 3 clusters Score -920964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -920967.500000 Penalty: 4428.474121
	Iteration 44Q: 3 clusters Score -920967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -920972.312500 Penalty: 4428.474121
	Iteration 45Q: 3 clusters Score -920972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -920975.375000 Penalty: 4428.474121
	Iteration 46Q: 3 clusters Score -920975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -920977.812500 Penalty: 4428.474121
	Iteration 47Q: 3 clusters Score -920977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -920979.750000 Penalty: 4428.474121
	Iteration 48Q: 3 clusters Score -920979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -920980.562500 Penalty: 4428.474121
	Iteration 49Q: 3 clusters Score -920980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -920984.000000 Penalty: 4428.474121
	Iteration 50Q: 3 clusters Score -920984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -920987.750000 Penalty: 4428.474121
	Iteration 51Q: 3 clusters Score -920987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -920991.500000 Penalty: 4428.474121
	Iteration 52Q: 3 clusters Score -920991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -920996.687500 Penalty: 4428.474121
	Iteration 53Q: 3 clusters Score -920996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -921004.312500 Penalty: 4428.474121
	Iteration 54Q: 3 clusters Score -921004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -921009.437500 Penalty: 4428.474121
	Iteration 55Q: 3 clusters Score -921009.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -921012.875000 Penalty: 4428.474121
	Iteration 56Q: 3 clusters Score -921012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -921019.500000 Penalty: 4428.474121
	Iteration 57Q: 3 clusters Score -921019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -921021.812500 Penalty: 4428.474121
	Iteration 58Q: 3 clusters Score -921021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -921026.500000 Penalty: 4428.474121
	Iteration 59Q: 3 clusters Score -921026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -921026.500000 Penalty: 4428.474121
	Iteration 60F: 3 clusters Score -921026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -921029.000000 Penalty: 4428.474121
	Iteration 61Q: 3 clusters Score -921029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -921030.875000 Penalty: 4428.474121
	Iteration 62Q: 3 clusters Score -921030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -921031.000000 Penalty: 4428.474121
	Iteration 63Q: 3 clusters Score -921031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -921032.500000 Penalty: 4428.474121
	Iteration 64Q: 3 clusters Score -921032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -921035.687500 Penalty: 4428.474121
	Iteration 65Q: 3 clusters Score -921035.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -921035.375000 Penalty: 4428.474121
	Iteration 66Q: 3 clusters Score -921035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -921038.937500 Penalty: 4428.474121
	Iteration 67Q: 3 clusters Score -921038.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -921046.375000 Penalty: 4428.474121
	Iteration 68Q: 3 clusters Score -921046.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -921055.062500 Penalty: 4428.474121
	Iteration 69Q: 3 clusters Score -921055.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -921064.625000 Penalty: 4428.474121
	Iteration 70Q: 3 clusters Score -921064.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -921067.875000 Penalty: 4428.474121
	Iteration 71Q: 3 clusters Score -921067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -921070.375000 Penalty: 4428.474121
	Iteration 72Q: 3 clusters Score -921070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -921073.187500 Penalty: 4428.474121
	Iteration 73Q: 3 clusters Score -921073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -921074.000000 Penalty: 4428.474121
	Iteration 74Q: 3 clusters Score -921074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -921074.812500 Penalty: 4428.474121
	Iteration 75Q: 3 clusters Score -921074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -921078.937500 Penalty: 4428.474121
	Iteration 76Q: 3 clusters Score -921078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -921082.687500 Penalty: 4428.474121
	Iteration 77Q: 3 clusters Score -921082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -921085.875000 Penalty: 4428.474121
	Iteration 78Q: 3 clusters Score -921085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -921088.812500 Penalty: 4428.474121
	Iteration 79Q: 3 clusters Score -921088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -921091.312500 Penalty: 4428.474121
	Iteration 80F: 3 clusters Score -921091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -921093.562500 Penalty: 4428.474121
	Iteration 81Q: 3 clusters Score -921093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -921097.062500 Penalty: 4428.474121
	Iteration 82Q: 3 clusters Score -921097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -921099.750000 Penalty: 4428.474121
	Iteration 83Q: 3 clusters Score -921099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -921100.562500 Penalty: 4428.474121
	Iteration 84Q: 3 clusters Score -921100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -921102.750000 Penalty: 4428.474121
	Iteration 85Q: 3 clusters Score -921102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -921104.375000 Penalty: 4428.474121
	Iteration 86Q: 3 clusters Score -921104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -921110.000000 Penalty: 4428.474121
	Iteration 87Q: 3 clusters Score -921110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -921113.250000 Penalty: 4428.474121
	Iteration 88Q: 3 clusters Score -921113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -921117.125000 Penalty: 4428.474121
	Iteration 89Q: 3 clusters Score -921117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -921119.750000 Penalty: 4428.474121
	Iteration 90Q: 3 clusters Score -921119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -921122.125000 Penalty: 4428.474121
	Iteration 91Q: 3 clusters Score -921122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -921125.000000 Penalty: 4428.474121
	Iteration 92Q: 3 clusters Score -921125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -921127.625000 Penalty: 4428.474121
	Iteration 93Q: 3 clusters Score -921127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -921129.625000 Penalty: 4428.474121
	Iteration 94Q: 3 clusters Score -921129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -921128.250000 Penalty: 4428.474121
	Iteration 95Q: 3 clusters Score -921128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -921128.437500 Penalty: 4428.474121
	Iteration 96Q: 3 clusters Score -921128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -921135.312500 Penalty: 4428.474121
	Iteration 97Q: 3 clusters Score -921135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -921139.187500 Penalty: 4428.474121
	Iteration 98Q: 3 clusters Score -921139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -921140.125000 Penalty: 4428.474121
	Iteration 99Q: 3 clusters Score -921140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -921140.312500 Penalty: 4428.474121
	Iteration 100F: 3 clusters Score -921140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -921140.750000 Penalty: 4428.474121
	Iteration 101Q: 3 clusters Score -921140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -921141.250000 Penalty: 4428.474121
	Iteration 102Q: 3 clusters Score -921141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -921140.250000 Penalty: 4428.474121
	Iteration 103Q: 3 clusters Score -921140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -921142.562500 Penalty: 4428.474121
	Iteration 104Q: 3 clusters Score -921142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -921143.125000 Penalty: 4428.474121
	Iteration 105Q: 3 clusters Score -921143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -921144.562500 Penalty: 4428.474121
	Iteration 106Q: 3 clusters Score -921144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -921146.437500 Penalty: 4428.474121
	Iteration 107Q: 3 clusters Score -921146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -921148.000000 Penalty: 4428.474121
	Iteration 108Q: 3 clusters Score -921148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -921152.125000 Penalty: 4428.474121
	Iteration 109Q: 3 clusters Score -921152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -921155.187500 Penalty: 4428.474121
	Iteration 110Q: 3 clusters Score -921155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -921157.437500 Penalty: 4428.474121
	Iteration 111Q: 3 clusters Score -921157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -921158.437500 Penalty: 4428.474121
	Iteration 112Q: 3 clusters Score -921158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -921160.562500 Penalty: 4428.474121
	Iteration 113Q: 3 clusters Score -921160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -921161.187500 Penalty: 4428.474121
	Iteration 114Q: 3 clusters Score -921161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -921161.437500 Penalty: 4428.474121
	Iteration 115Q: 3 clusters Score -921161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -921163.750000 Penalty: 4428.474121
	Iteration 116Q: 3 clusters Score -921163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -921165.750000 Penalty: 4428.474121
	Iteration 117Q: 3 clusters Score -921165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -921169.437500 Penalty: 4428.474121
	Iteration 118Q: 3 clusters Score -921169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -921171.375000 Penalty: 4428.474121
	Iteration 119Q: 3 clusters Score -921171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -921172.625000 Penalty: 4428.474121
	Iteration 120F: 3 clusters Score -921172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -921171.687500 Penalty: 4428.474121
	Iteration 121Q: 3 clusters Score -921171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -921171.687500 Penalty: 4428.474121
	Iteration 122F: 3 clusters Score -921171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Entering Unmasked Estep 
Score: -3266791.250000 Penalty: 2526.061035
	Iteration 0F: 2 clusters Score -3266791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3248515.000000 Penalty: 5052.122070
	Iteration 0F: 3 clusters Score -3248515 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3255052.500000 Penalty: 5052.122070
	Iteration 1F: 3 clusters Score -3255052 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3255632.250000 Penalty: 5052.122070
	Iteration 2F: 3 clusters Score -3255632 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3256237.500000 Penalty: 5052.122070
	Iteration 3Q: 3 clusters Score -3256238 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3256842.500000 Penalty: 5052.122070
	Iteration 4Q: 3 clusters Score -3256842 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3257526.250000 Penalty: 5052.122070
	Iteration 5Q: 3 clusters Score -3257526 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3258188.000000 Penalty: 5052.122070
	Iteration 6Q: 3 clusters Score -3258188 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3258855.250000 Penalty: 5052.122070
	Iteration 7Q: 3 clusters Score -3258855 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3259556.750000 Penalty: 5052.122070
	Iteration 8Q: 3 clusters Score -3259557 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3260290.250000 Penalty: 5052.122070
	Iteration 9Q: 3 clusters Score -3260290 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3261041.000000 Penalty: 5052.122070
	Iteration 10Q: 3 clusters Score -3261041 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3261719.500000 Penalty: 5052.122070
	Iteration 11Q: 3 clusters Score -3261720 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3262178.250000 Penalty: 5052.122070
	Iteration 12Q: 3 clusters Score -3262178 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3262395.000000 Penalty: 5052.122070
	Iteration 13Q: 3 clusters Score -3262395 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3262524.000000 Penalty: 5052.122070
	Iteration 14Q: 3 clusters Score -3262524 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3262619.000000 Penalty: 5052.122070
	Iteration 15Q: 3 clusters Score -3262619 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3262705.250000 Penalty: 5052.122070
	Iteration 16Q: 3 clusters Score -3262705 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3262772.750000 Penalty: 5052.122070
	Iteration 17Q: 3 clusters Score -3262773 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3262842.750000 Penalty: 5052.122070
	Iteration 18Q: 3 clusters Score -3262843 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3262879.250000 Penalty: 5052.122070
	Iteration 19Q: 3 clusters Score -3262879 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3262925.000000 Penalty: 5052.122070
	Iteration 20F: 3 clusters Score -3262925 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3262952.000000 Penalty: 5052.122070
	Iteration 21Q: 3 clusters Score -3262952 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3262995.250000 Penalty: 5052.122070
	Iteration 22Q: 3 clusters Score -3262995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3263017.000000 Penalty: 5052.122070
	Iteration 23Q: 3 clusters Score -3263017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3263031.500000 Penalty: 5052.122070
	Iteration 24Q: 3 clusters Score -3263032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3263065.000000 Penalty: 5052.122070
	Iteration 25Q: 3 clusters Score -3263065 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3263081.500000 Penalty: 5052.122070
	Iteration 26Q: 3 clusters Score -3263082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3263074.250000 Penalty: 5052.122070
	Iteration 27Q: 3 clusters Score -3263074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3263106.500000 Penalty: 5052.122070
	Iteration 28Q: 3 clusters Score -3263106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3263132.000000 Penalty: 5052.122070
	Iteration 29Q: 3 clusters Score -3263132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3263145.750000 Penalty: 5052.122070
	Iteration 30Q: 3 clusters Score -3263146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3263160.750000 Penalty: 5052.122070
	Iteration 31Q: 3 clusters Score -3263161 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3263179.750000 Penalty: 5052.122070
	Iteration 32Q: 3 clusters Score -3263180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3263208.000000 Penalty: 5052.122070
	Iteration 33Q: 3 clusters Score -3263208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3263223.250000 Penalty: 5052.122070
	Iteration 34Q: 3 clusters Score -3263223 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3263245.750000 Penalty: 5052.122070
	Iteration 35Q: 3 clusters Score -3263246 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3263275.000000 Penalty: 5052.122070
	Iteration 36Q: 3 clusters Score -3263275 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3263295.000000 Penalty: 5052.122070
	Iteration 37Q: 3 clusters Score -3263295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3263311.750000 Penalty: 5052.122070
	Iteration 38Q: 3 clusters Score -3263312 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3263333.000000 Penalty: 5052.122070
	Iteration 39Q: 3 clusters Score -3263333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3263356.000000 Penalty: 5052.122070
	Iteration 40F: 3 clusters Score -3263356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3263379.250000 Penalty: 5052.122070
	Iteration 41Q: 3 clusters Score -3263379 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3263407.000000 Penalty: 5052.122070
	Iteration 42Q: 3 clusters Score -3263407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3263438.500000 Penalty: 5052.122070
	Iteration 43Q: 3 clusters Score -3263438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3263472.000000 Penalty: 5052.122070
	Iteration 44Q: 3 clusters Score -3263472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3263490.500000 Penalty: 5052.122070
	Iteration 45Q: 3 clusters Score -3263490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3263523.750000 Penalty: 5052.122070
	Iteration 46Q: 3 clusters Score -3263524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3263568.750000 Penalty: 5052.122070
	Iteration 47Q: 3 clusters Score -3263569 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3263626.000000 Penalty: 5052.122070
	Iteration 48Q: 3 clusters Score -3263626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3263664.500000 Penalty: 5052.122070
	Iteration 49Q: 3 clusters Score -3263664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3263707.750000 Penalty: 5052.122070
	Iteration 50Q: 3 clusters Score -3263708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3263755.750000 Penalty: 5052.122070
	Iteration 51Q: 3 clusters Score -3263756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3263790.750000 Penalty: 5052.122070
	Iteration 52Q: 3 clusters Score -3263791 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3263835.500000 Penalty: 5052.122070
	Iteration 53Q: 3 clusters Score -3263836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3263869.000000 Penalty: 5052.122070
	Iteration 54Q: 3 clusters Score -3263869 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3263895.500000 Penalty: 5052.122070
	Iteration 55Q: 3 clusters Score -3263896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3263914.000000 Penalty: 5052.122070
	Iteration 56Q: 3 clusters Score -3263914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3263956.750000 Penalty: 5052.122070
	Iteration 57Q: 3 clusters Score -3263957 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3263995.500000 Penalty: 5052.122070
	Iteration 58Q: 3 clusters Score -3263996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3264024.000000 Penalty: 5052.122070
	Iteration 59Q: 3 clusters Score -3264024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3264054.250000 Penalty: 5052.122070
	Iteration 60F: 3 clusters Score -3264054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3264101.250000 Penalty: 5052.122070
	Iteration 61Q: 3 clusters Score -3264101 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3264143.250000 Penalty: 5052.122070
	Iteration 62Q: 3 clusters Score -3264143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3264175.500000 Penalty: 5052.122070
	Iteration 63Q: 3 clusters Score -3264176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3264209.750000 Penalty: 5052.122070
	Iteration 64Q: 3 clusters Score -3264210 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3264261.500000 Penalty: 5052.122070
	Iteration 65Q: 3 clusters Score -3264262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3264308.750000 Penalty: 5052.122070
	Iteration 66Q: 3 clusters Score -3264309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3264371.000000 Penalty: 5052.122070
	Iteration 67Q: 3 clusters Score -3264371 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3264427.500000 Penalty: 5052.122070
	Iteration 68Q: 3 clusters Score -3264428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3264489.250000 Penalty: 5052.122070
	Iteration 69Q: 3 clusters Score -3264489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3264532.250000 Penalty: 5052.122070
	Iteration 70Q: 3 clusters Score -3264532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3264581.250000 Penalty: 5052.122070
	Iteration 71Q: 3 clusters Score -3264581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3264610.250000 Penalty: 5052.122070
	Iteration 72Q: 3 clusters Score -3264610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3264628.750000 Penalty: 5052.122070
	Iteration 73Q: 3 clusters Score -3264629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3264655.750000 Penalty: 5052.122070
	Iteration 74Q: 3 clusters Score -3264656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3264692.000000 Penalty: 5052.122070
	Iteration 75Q: 3 clusters Score -3264692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3264713.000000 Penalty: 5052.122070
	Iteration 76Q: 3 clusters Score -3264713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3264721.500000 Penalty: 5052.122070
	Iteration 77Q: 3 clusters Score -3264722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3264744.000000 Penalty: 5052.122070
	Iteration 78Q: 3 clusters Score -3264744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3264763.250000 Penalty: 5052.122070
	Iteration 79Q: 3 clusters Score -3264763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3264773.750000 Penalty: 5052.122070
	Iteration 80F: 3 clusters Score -3264774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3264777.500000 Penalty: 5052.122070
	Iteration 81Q: 3 clusters Score -3264778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3264793.500000 Penalty: 5052.122070
	Iteration 82Q: 3 clusters Score -3264794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3264808.000000 Penalty: 5052.122070
	Iteration 83Q: 3 clusters Score -3264808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3264821.000000 Penalty: 5052.122070
	Iteration 84Q: 3 clusters Score -3264821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3264838.750000 Penalty: 5052.122070
	Iteration 85Q: 3 clusters Score -3264839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3264840.250000 Penalty: 5052.122070
	Iteration 86Q: 3 clusters Score -3264840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3264843.250000 Penalty: 5052.122070
	Iteration 87Q: 3 clusters Score -3264843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3264856.000000 Penalty: 5052.122070
	Iteration 88Q: 3 clusters Score -3264856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3264870.000000 Penalty: 5052.122070
	Iteration 89Q: 3 clusters Score -3264870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3264878.250000 Penalty: 5052.122070
	Iteration 90Q: 3 clusters Score -3264878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3264880.000000 Penalty: 5052.122070
	Iteration 91Q: 3 clusters Score -3264880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3264887.250000 Penalty: 5052.122070
	Iteration 92Q: 3 clusters Score -3264887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3264898.000000 Penalty: 5052.122070
	Iteration 93Q: 3 clusters Score -3264898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3264894.000000 Penalty: 5052.122070
	Iteration 94Q: 3 clusters Score -3264894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3264902.750000 Penalty: 5052.122070
	Iteration 95Q: 3 clusters Score -3264903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3264910.500000 Penalty: 5052.122070
	Iteration 96Q: 3 clusters Score -3264910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3264917.250000 Penalty: 5052.122070
	Iteration 97Q: 3 clusters Score -3264917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3264922.750000 Penalty: 5052.122070
	Iteration 98Q: 3 clusters Score -3264923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3264928.500000 Penalty: 5052.122070
	Iteration 99Q: 3 clusters Score -3264928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3264933.750000 Penalty: 5052.122070
	Iteration 100F: 3 clusters Score -3264934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3264938.000000 Penalty: 5052.122070
	Iteration 101Q: 3 clusters Score -3264938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3264937.000000 Penalty: 5052.122070
	Iteration 102Q: 3 clusters Score -3264937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3264938.250000 Penalty: 5052.122070
	Iteration 103Q: 3 clusters Score -3264938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3264940.750000 Penalty: 5052.122070
	Iteration 104Q: 3 clusters Score -3264941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3264947.250000 Penalty: 5052.122070
	Iteration 105Q: 3 clusters Score -3264947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3264946.500000 Penalty: 5052.122070
	Iteration 106Q: 3 clusters Score -3264946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3264946.250000 Penalty: 5052.122070
	Iteration 107Q: 3 clusters Score -3264946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3264944.500000 Penalty: 5052.122070
	Iteration 108Q: 3 clusters Score -3264944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3264948.500000 Penalty: 5052.122070
	Iteration 109Q: 3 clusters Score -3264948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3264946.000000 Penalty: 5052.122070
	Iteration 110Q: 3 clusters Score -3264946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3264950.250000 Penalty: 5052.122070
	Iteration 111Q: 3 clusters Score -3264950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3264950.250000 Penalty: 5052.122070
	Iteration 112F: 3 clusters Score -3264950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -305931.625000 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -305931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -302837.968750 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -302838 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -303564.093750 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -303564.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303795.593750 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -303795.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -303980.062500 Penalty: 3920.366943
	Iteration 3F: 3 clusters Score -303980.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -304195.906250 Penalty: 3920.366943
	Iteration 4F: 3 clusters Score -304195.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -304405.750000 Penalty: 3920.366943
	Iteration 5F: 3 clusters Score -304405.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -304587.656250 Penalty: 3920.366943
	Iteration 6F: 3 clusters Score -304587.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304740.187500 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -304740.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -304862.437500 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -304862.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -304953.437500 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -304953.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305005.031250 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -305005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305033.125000 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -305033.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -305050.625000 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -305050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -305064.156250 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -305064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -305071.031250 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -305071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -305075.968750 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -305076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -305078.500000 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -305078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -305081.093750 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -305081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305082.343750 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -305082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305082.437500 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -305082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305082.437500 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -305082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Entering Unmasked Estep 
Score: -7756970.000000 Penalty: 2735.296875
	Iteration 0F: 2 clusters Score -7756970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -7715600.500000 Penalty: 5470.593750
	Iteration 0F: 3 clusters Score -7715600 nChanged 28670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -7731781.500000 Penalty: 5470.593750
	Iteration 1F: 3 clusters Score -7731782 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -7732403.500000 Penalty: 5470.593750
	Iteration 2Q: 3 clusters Score -7732404 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -7732865.500000 Penalty: 5470.593750
	Iteration 3Q: 3 clusters Score -7732866 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -7733476.500000 Penalty: 5470.593750
	Iteration 4Q: 3 clusters Score -7733476 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -7734356.000000 Penalty: 5470.593750
	Iteration 5Q: 3 clusters Score -7734356 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -7735856.000000 Penalty: 5470.593750
	Iteration 6Q: 3 clusters Score -7735856 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -7738211.500000 Penalty: 5470.593750
	Iteration 7F: 3 clusters Score -7738212 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -7741736.000000 Penalty: 5470.593750
	Iteration 8F: 3 clusters Score -7741736 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -7745931.000000 Penalty: 5470.593750
	Iteration 9F: 3 clusters Score -7745931 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -7749588.500000 Penalty: 5470.593750
	Iteration 10F: 3 clusters Score -7749588 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7752258.500000 Penalty: 5470.593750
	Iteration 11Q: 3 clusters Score -7752258 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7753620.500000 Penalty: 5470.593750
	Iteration 12Q: 3 clusters Score -7753620 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7754332.000000 Penalty: 5470.593750
	Iteration 13Q: 3 clusters Score -7754332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7754626.500000 Penalty: 5470.593750
	Iteration 14Q: 3 clusters Score -7754626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7754771.500000 Penalty: 5470.593750
	Iteration 15Q: 3 clusters Score -7754772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7754826.000000 Penalty: 5470.593750
	Iteration 16Q: 3 clusters Score -7754826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7754861.000000 Penalty: 5470.593750
	Iteration 17Q: 3 clusters Score -7754861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7754884.500000 Penalty: 5470.593750
	Iteration 18Q: 3 clusters Score -7754884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7754898.000000 Penalty: 5470.593750
	Iteration 19Q: 3 clusters Score -7754898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7754913.500000 Penalty: 5470.593750
	Iteration 20F: 3 clusters Score -7754914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7754933.000000 Penalty: 5470.593750
	Iteration 21Q: 3 clusters Score -7754933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7754930.500000 Penalty: 5470.593750
	Iteration 22Q: 3 clusters Score -7754930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7754938.000000 Penalty: 5470.593750
	Iteration 23Q: 3 clusters Score -7754938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7754937.500000 Penalty: 5470.593750
	Iteration 24Q: 3 clusters Score -7754938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7754936.500000 Penalty: 5470.593750
	Iteration 25Q: 3 clusters Score -7754936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7754944.000000 Penalty: 5470.593750
	Iteration 26Q: 3 clusters Score -7754944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7754947.500000 Penalty: 5470.593750
	Iteration 27Q: 3 clusters Score -7754948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7754944.000000 Penalty: 5470.593750
	Iteration 28Q: 3 clusters Score -7754944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7754949.000000 Penalty: 5470.593750
	Iteration 29Q: 3 clusters Score -7754949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7754949.000000 Penalty: 5470.593750
	Iteration 30F: 3 clusters Score -7754949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -38352.433594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -38352.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37268.832031 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -37268.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37842.699219 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -37842.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38273.546875 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -38273.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38588.558594 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -38588.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39004.937500 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -39004.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39115.015625 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -39115.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39230.183594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -39230.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39364.867188 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -39364.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39523.230469 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -39523.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39595.250000 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -39595.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39602.683594 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -39602.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39602.683594 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -39602.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 231 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Mstep: Class 51 contains 210 members 
Entering Unmasked Estep 
Score: -142010112.000000 Penalty: 176731.625000
Splitting cluster 18 changes total score from -142010784.000000 to -142010112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -331730.468750 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -331730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328659.218750 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -328659.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -329268.468750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -329268.5 nChanged 208
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: -329420.281250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -329420.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329502.031250 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -329502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -329546.625000 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -329546.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -329569.781250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -329569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -329587.125000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -329587.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -329603.750000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -329603.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -329616.156250 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -329616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -329627.593750 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -329627.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -329638.812500 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -329638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -329650.187500 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -329650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -329654.343750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -329654.3 nChanged 8
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: -329658.937500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -329658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -329661.375000 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -329661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -329663.312500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -329663.3 nChanged 2
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: -329663.437500 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -329663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -329665.687500 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -329665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -329669.062500 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -329669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -329672.250000 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -329672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -329674.625000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -329674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329677.000000 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -329677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329679.343750 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -329679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329681.000000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -329681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -329681.531250 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -329681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -329681.531250 Penalty: 3927.820312
	Iteration 25F: 3 clusters Score -329681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Entering Unmasked Estep 
Score: -19535490.000000 Penalty: 2968.423828
	Iteration 0F: 2 clusters Score -1.953549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -19429786.000000 Penalty: 5936.847656
	Iteration 0F: 3 clusters Score -1.942979e+07 nChanged 75592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -19473628.000000 Penalty: 5936.847656
	Iteration 1F: 3 clusters Score -1.947363e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -19474846.000000 Penalty: 5936.847656
	Iteration 2Q: 3 clusters Score -1.947485e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -19476794.000000 Penalty: 5936.847656
	Iteration 3Q: 3 clusters Score -1.947679e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -19479878.000000 Penalty: 5936.847656
	Iteration 4Q: 3 clusters Score -1.947988e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -19484930.000000 Penalty: 5936.847656
	Iteration 5F: 3 clusters Score -1.948493e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -19492858.000000 Penalty: 5936.847656
	Iteration 6F: 3 clusters Score -1.949286e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -19502806.000000 Penalty: 5936.847656
	Iteration 7F: 3 clusters Score -1.950281e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -19512916.000000 Penalty: 5936.847656
	Iteration 8F: 3 clusters Score -1.951292e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -19520956.000000 Penalty: 5936.847656
	Iteration 9F: 3 clusters Score -1.952096e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -19526264.000000 Penalty: 5936.847656
	Iteration 10Q: 3 clusters Score -1.952626e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -19529470.000000 Penalty: 5936.847656
	Iteration 11Q: 3 clusters Score -1.952947e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -19531182.000000 Penalty: 5936.847656
	Iteration 12Q: 3 clusters Score -1.953118e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155898 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19532008.000000 Penalty: 5936.847656
	Iteration 13Q: 3 clusters Score -1.953201e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156489 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19532454.000000 Penalty: 5936.847656
	Iteration 14Q: 3 clusters Score -1.953245e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19532764.000000 Penalty: 5936.847656
	Iteration 15Q: 3 clusters Score -1.953276e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19532882.000000 Penalty: 5936.847656
	Iteration 16Q: 3 clusters Score -1.953288e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19532938.000000 Penalty: 5936.847656
	Iteration 17Q: 3 clusters Score -1.953294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157109 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19532992.000000 Penalty: 5936.847656
	Iteration 18Q: 3 clusters Score -1.953299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19533012.000000 Penalty: 5936.847656
	Iteration 19Q: 3 clusters Score -1.953301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19533046.000000 Penalty: 5936.847656
	Iteration 20F: 3 clusters Score -1.953305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19533068.000000 Penalty: 5936.847656
	Iteration 21Q: 3 clusters Score -1.953307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19533078.000000 Penalty: 5936.847656
	Iteration 22Q: 3 clusters Score -1.953308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19533108.000000 Penalty: 5936.847656
	Iteration 23Q: 3 clusters Score -1.953311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157225 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -19533126.000000 Penalty: 5936.847656
	Iteration 24Q: 3 clusters Score -1.953313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -19533136.000000 Penalty: 5936.847656
	Iteration 25Q: 3 clusters Score -1.953314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19533138.000000 Penalty: 5936.847656
	Iteration 26Q: 3 clusters Score -1.953314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19533136.000000 Penalty: 5936.847656
	Iteration 27Q: 3 clusters Score -1.953314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19533128.000000 Penalty: 5936.847656
	Iteration 28Q: 3 clusters Score -1.953313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19533136.000000 Penalty: 5936.847656
	Iteration 29Q: 3 clusters Score -1.953314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -19533136.000000 Penalty: 5936.847656
	Iteration 30Q: 3 clusters Score -1.953314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19533124.000000 Penalty: 5936.847656
	Iteration 31Q: 3 clusters Score -1.953312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19533126.000000 Penalty: 5936.847656
	Iteration 32Q: 3 clusters Score -1.953313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19533130.000000 Penalty: 5936.847656
	Iteration 33Q: 3 clusters Score -1.953313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19533130.000000 Penalty: 5936.847656
	Iteration 34F: 3 clusters Score -1.953313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (372875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372875 members 
Entering Unmasked Estep 
Score: -46711116.000000 Penalty: 3181.591553
	Iteration 0F: 2 clusters Score -4.671112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -46492320.000000 Penalty: 6363.183105
	Iteration 0F: 3 clusters Score -4.649232e+07 nChanged 180911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189014 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -46598440.000000 Penalty: 6363.183105
	Iteration 1F: 3 clusters Score -4.659844e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191446 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -46599488.000000 Penalty: 6363.183105
	Iteration 2Q: 3 clusters Score -4.659949e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195225 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -46600800.000000 Penalty: 6363.183105
	Iteration 3Q: 3 clusters Score -4.66008e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201087 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -46603272.000000 Penalty: 6363.183105
	Iteration 4Q: 3 clusters Score -4.660327e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209693 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -46607244.000000 Penalty: 6363.183105
	Iteration 5Q: 3 clusters Score -4.660724e+07 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222167 members 
Mstep: Class 2 contains 150708 members 
Entering Unmasked Estep 
Score: -46613832.000000 Penalty: 6363.183105
	Iteration 6Q: 3 clusters Score -4.661383e+07 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239182 members 
Mstep: Class 2 contains 133693 members 
Entering Unmasked Estep 
Score: -46625324.000000 Penalty: 6363.183105
	Iteration 7F: 3 clusters Score -4.662532e+07 nChanged 24257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258897 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -46641216.000000 Penalty: 6363.183105
	Iteration 8F: 3 clusters Score -4.664122e+07 nChanged 24653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277018 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -46659152.000000 Penalty: 6363.183105
	Iteration 9F: 3 clusters Score -4.665915e+07 nChanged 21263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288947 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -46672680.000000 Penalty: 6363.183105
	Iteration 10F: 3 clusters Score -4.667268e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295549 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -46679044.000000 Penalty: 6363.183105
	Iteration 11Q: 3 clusters Score -4.667904e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299948 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -46681324.000000 Penalty: 6363.183105
	Iteration 12Q: 3 clusters Score -4.668132e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303870 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -46681832.000000 Penalty: 6363.183105
	Iteration 13Q: 3 clusters Score -4.668183e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307621 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -46682712.000000 Penalty: 6363.183105
	Iteration 14Q: 3 clusters Score -4.668271e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311331 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -46683344.000000 Penalty: 6363.183105
	Iteration 15Q: 3 clusters Score -4.668334e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314934 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -46684060.000000 Penalty: 6363.183105
	Iteration 16Q: 3 clusters Score -4.668406e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318463 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -46684548.000000 Penalty: 6363.183105
	Iteration 17Q: 3 clusters Score -4.668455e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321871 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -46685264.000000 Penalty: 6363.183105
	Iteration 18Q: 3 clusters Score -4.668526e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325107 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -46686176.000000 Penalty: 6363.183105
	Iteration 19Q: 3 clusters Score -4.668618e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328228 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -46686780.000000 Penalty: 6363.183105
	Iteration 20F: 3 clusters Score -4.668678e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331304 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -46688660.000000 Penalty: 6363.183105
	Iteration 21Q: 3 clusters Score -4.668866e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334564 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -46690248.000000 Penalty: 6363.183105
	Iteration 22Q: 3 clusters Score -4.669025e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337828 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -46692240.000000 Penalty: 6363.183105
	Iteration 23Q: 3 clusters Score -4.669224e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341160 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -46693888.000000 Penalty: 6363.183105
	Iteration 24Q: 3 clusters Score -4.669389e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344480 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -46695720.000000 Penalty: 6363.183105
	Iteration 25Q: 3 clusters Score -4.669572e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347794 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -46697724.000000 Penalty: 6363.183105
	Iteration 26Q: 3 clusters Score -4.669772e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350982 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -46699496.000000 Penalty: 6363.183105
	Iteration 27Q: 3 clusters Score -4.66995e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354022 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -46700392.000000 Penalty: 6363.183105
	Iteration 28Q: 3 clusters Score -4.670039e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356925 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -46701936.000000 Penalty: 6363.183105
	Iteration 29Q: 3 clusters Score -4.670194e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359557 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -46703276.000000 Penalty: 6363.183105
	Iteration 30Q: 3 clusters Score -4.670328e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361926 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -46704608.000000 Penalty: 6363.183105
	Iteration 31Q: 3 clusters Score -4.670461e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363998 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -46705608.000000 Penalty: 6363.183105
	Iteration 32Q: 3 clusters Score -4.670561e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365749 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -46706492.000000 Penalty: 6363.183105
	Iteration 33Q: 3 clusters Score -4.670649e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367267 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -46707128.000000 Penalty: 6363.183105
	Iteration 34Q: 3 clusters Score -4.670713e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368456 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -46707796.000000 Penalty: 6363.183105
	Iteration 35Q: 3 clusters Score -4.67078e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369340 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -46708156.000000 Penalty: 6363.183105
	Iteration 36Q: 3 clusters Score -4.670816e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369976 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -46708368.000000 Penalty: 6363.183105
	Iteration 37Q: 3 clusters Score -4.670837e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370435 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -46708512.000000 Penalty: 6363.183105
	Iteration 38Q: 3 clusters Score -4.670851e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370739 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -46708616.000000 Penalty: 6363.183105
	Iteration 39Q: 3 clusters Score -4.670862e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370950 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -46708644.000000 Penalty: 6363.183105
	Iteration 40F: 3 clusters Score -4.670864e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371098 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -46708668.000000 Penalty: 6363.183105
	Iteration 41Q: 3 clusters Score -4.670867e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371207 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -46708700.000000 Penalty: 6363.183105
	Iteration 42Q: 3 clusters Score -4.67087e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371284 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -46708712.000000 Penalty: 6363.183105
	Iteration 43Q: 3 clusters Score -4.670871e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371350 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -46708732.000000 Penalty: 6363.183105
	Iteration 44Q: 3 clusters Score -4.670873e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371397 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -46708764.000000 Penalty: 6363.183105
	Iteration 45Q: 3 clusters Score -4.670876e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371440 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -46708808.000000 Penalty: 6363.183105
	Iteration 46Q: 3 clusters Score -4.670881e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371462 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -46708808.000000 Penalty: 6363.183105
	Iteration 47Q: 3 clusters Score -4.670881e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371486 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -46708872.000000 Penalty: 6363.183105
	Iteration 48Q: 3 clusters Score -4.670887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371516 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -46708844.000000 Penalty: 6363.183105
	Iteration 49Q: 3 clusters Score -4.670884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371538 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -46708828.000000 Penalty: 6363.183105
	Iteration 50Q: 3 clusters Score -4.670883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -46708796.000000 Penalty: 6363.183105
	Iteration 51Q: 3 clusters Score -4.67088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371566 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -46708796.000000 Penalty: 6363.183105
	Iteration 52Q: 3 clusters Score -4.67088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371574 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -46708804.000000 Penalty: 6363.183105
	Iteration 53Q: 3 clusters Score -4.67088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371589 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -46708808.000000 Penalty: 6363.183105
	Iteration 54Q: 3 clusters Score -4.670881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371599 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -46708824.000000 Penalty: 6363.183105
	Iteration 55Q: 3 clusters Score -4.670882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371613 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -46708864.000000 Penalty: 6363.183105
	Iteration 56Q: 3 clusters Score -4.670886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371619 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -46708876.000000 Penalty: 6363.183105
	Iteration 57Q: 3 clusters Score -4.670888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371629 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -46708896.000000 Penalty: 6363.183105
	Iteration 58Q: 3 clusters Score -4.67089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371639 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -46708908.000000 Penalty: 6363.183105
	Iteration 59Q: 3 clusters Score -4.670891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371644 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -46708908.000000 Penalty: 6363.183105
	Iteration 60F: 3 clusters Score -4.670891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371642 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -46708940.000000 Penalty: 6363.183105
	Iteration 61Q: 3 clusters Score -4.670894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371642 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -46708940.000000 Penalty: 6363.183105
	Iteration 62Q: 3 clusters Score -4.670894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371648 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -46708928.000000 Penalty: 6363.183105
	Iteration 63Q: 3 clusters Score -4.670893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371656 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -46708928.000000 Penalty: 6363.183105
	Iteration 64Q: 3 clusters Score -4.670893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371659 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -46708940.000000 Penalty: 6363.183105
	Iteration 65Q: 3 clusters Score -4.670894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371661 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -46708944.000000 Penalty: 6363.183105
	Iteration 66Q: 3 clusters Score -4.670894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371663 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -46708944.000000 Penalty: 6363.183105
	Iteration 67Q: 3 clusters Score -4.670894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371670 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -46708944.000000 Penalty: 6363.183105
	Iteration 68Q: 3 clusters Score -4.670894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371675 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -46709000.000000 Penalty: 6363.183105
	Iteration 69Q: 3 clusters Score -4.6709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371689 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -46708984.000000 Penalty: 6363.183105
	Iteration 70Q: 3 clusters Score -4.670898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371700 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -46708976.000000 Penalty: 6363.183105
	Iteration 71Q: 3 clusters Score -4.670898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371708 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -46709040.000000 Penalty: 6363.183105
	Iteration 72Q: 3 clusters Score -4.670904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -46709008.000000 Penalty: 6363.183105
	Iteration 73Q: 3 clusters Score -4.670901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371723 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -46709052.000000 Penalty: 6363.183105
	Iteration 74Q: 3 clusters Score -4.670905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371725 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -46709052.000000 Penalty: 6363.183105
	Iteration 75Q: 3 clusters Score -4.670905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371731 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -46709040.000000 Penalty: 6363.183105
	Iteration 76Q: 3 clusters Score -4.670904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371734 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -46709036.000000 Penalty: 6363.183105
	Iteration 77Q: 3 clusters Score -4.670904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371740 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -46709028.000000 Penalty: 6363.183105
	Iteration 78Q: 3 clusters Score -4.670903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371746 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -46709072.000000 Penalty: 6363.183105
	Iteration 79Q: 3 clusters Score -4.670907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371753 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -46709120.000000 Penalty: 6363.183105
	Iteration 80F: 3 clusters Score -4.670912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371753 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -46709112.000000 Penalty: 6363.183105
	Iteration 81Q: 3 clusters Score -4.670911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371753 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -46709104.000000 Penalty: 6363.183105
	Iteration 82Q: 3 clusters Score -4.67091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371757 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -46709084.000000 Penalty: 6363.183105
	Iteration 83Q: 3 clusters Score -4.670908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371759 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -46709084.000000 Penalty: 6363.183105
	Iteration 84Q: 3 clusters Score -4.670908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371761 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -46709076.000000 Penalty: 6363.183105
	Iteration 85Q: 3 clusters Score -4.670908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371762 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -46709056.000000 Penalty: 6363.183105
	Iteration 86Q: 3 clusters Score -4.670906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371761 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -46709072.000000 Penalty: 6363.183105
	Iteration 87Q: 3 clusters Score -4.670907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371762 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -46709080.000000 Penalty: 6363.183105
	Iteration 88Q: 3 clusters Score -4.670908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371764 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -46709060.000000 Penalty: 6363.183105
	Iteration 89Q: 3 clusters Score -4.670906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -46709060.000000 Penalty: 6363.183105
	Iteration 90Q: 3 clusters Score -4.670906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371768 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -46709060.000000 Penalty: 6363.183105
	Iteration 91Q: 3 clusters Score -4.670906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371769 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -46709076.000000 Penalty: 6363.183105
	Iteration 92Q: 3 clusters Score -4.670908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371769 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -46709092.000000 Penalty: 6363.183105
	Iteration 93Q: 3 clusters Score -4.670909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -46709116.000000 Penalty: 6363.183105
	Iteration 94Q: 3 clusters Score -4.670912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -46709100.000000 Penalty: 6363.183105
	Iteration 95Q: 3 clusters Score -4.67091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -46709100.000000 Penalty: 6363.183105
	Iteration 96F: 3 clusters Score -4.67091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Entering Unmasked Estep 
Score: -7171513.500000 Penalty: 2720.553223
	Iteration 0F: 2 clusters Score -7171514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -7132437.000000 Penalty: 5441.106445
	Iteration 0F: 3 clusters Score -7132437 nChanged 26990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7147627.000000 Penalty: 5441.106445
	Iteration 1F: 3 clusters Score -7147627 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7148253.500000 Penalty: 5441.106445
	Iteration 2Q: 3 clusters Score -7148254 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -7148900.000000 Penalty: 5441.106445
	Iteration 3Q: 3 clusters Score -7148900 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -7149516.000000 Penalty: 5441.106445
	Iteration 4Q: 3 clusters Score -7149516 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -7150182.000000 Penalty: 5441.106445
	Iteration 5Q: 3 clusters Score -7150182 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -7151034.500000 Penalty: 5441.106445
	Iteration 6Q: 3 clusters Score -7151034 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -7152046.000000 Penalty: 5441.106445
	Iteration 7Q: 3 clusters Score -7152046 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7153460.500000 Penalty: 5441.106445
	Iteration 8Q: 3 clusters Score -7153460 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -7155180.000000 Penalty: 5441.106445
	Iteration 9F: 3 clusters Score -7155180 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -7157455.500000 Penalty: 5441.106445
	Iteration 10F: 3 clusters Score -7157456 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -7160195.500000 Penalty: 5441.106445
	Iteration 11F: 3 clusters Score -7160196 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -7162988.500000 Penalty: 5441.106445
	Iteration 12F: 3 clusters Score -7162988 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -7165219.500000 Penalty: 5441.106445
	Iteration 13Q: 3 clusters Score -7165220 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -7166491.000000 Penalty: 5441.106445
	Iteration 14Q: 3 clusters Score -7166491 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7167263.500000 Penalty: 5441.106445
	Iteration 15Q: 3 clusters Score -7167264 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7167762.500000 Penalty: 5441.106445
	Iteration 16Q: 3 clusters Score -7167762 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7168147.500000 Penalty: 5441.106445
	Iteration 17Q: 3 clusters Score -7168148 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7168396.500000 Penalty: 5441.106445
	Iteration 18Q: 3 clusters Score -7168396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7168631.000000 Penalty: 5441.106445
	Iteration 19Q: 3 clusters Score -7168631 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7168798.000000 Penalty: 5441.106445
	Iteration 20F: 3 clusters Score -7168798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7168925.500000 Penalty: 5441.106445
	Iteration 21Q: 3 clusters Score -7168926 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7168993.000000 Penalty: 5441.106445
	Iteration 22Q: 3 clusters Score -7168993 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7169074.500000 Penalty: 5441.106445
	Iteration 23Q: 3 clusters Score -7169074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7169115.000000 Penalty: 5441.106445
	Iteration 24Q: 3 clusters Score -7169115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7169150.500000 Penalty: 5441.106445
	Iteration 25Q: 3 clusters Score -7169150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7169176.500000 Penalty: 5441.106445
	Iteration 26Q: 3 clusters Score -7169176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7169177.500000 Penalty: 5441.106445
	Iteration 27Q: 3 clusters Score -7169178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7169204.000000 Penalty: 5441.106445
	Iteration 28Q: 3 clusters Score -7169204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7169201.500000 Penalty: 5441.106445
	Iteration 29Q: 3 clusters Score -7169202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7169208.500000 Penalty: 5441.106445
	Iteration 30Q: 3 clusters Score -7169208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7169209.500000 Penalty: 5441.106445
	Iteration 31Q: 3 clusters Score -7169210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7169205.000000 Penalty: 5441.106445
	Iteration 32Q: 3 clusters Score -7169205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7169213.500000 Penalty: 5441.106445
	Iteration 33Q: 3 clusters Score -7169214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7169211.500000 Penalty: 5441.106445
	Iteration 34Q: 3 clusters Score -7169212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7169210.500000 Penalty: 5441.106445
	Iteration 35Q: 3 clusters Score -7169210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7169214.500000 Penalty: 5441.106445
	Iteration 36Q: 3 clusters Score -7169214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7169220.000000 Penalty: 5441.106445
	Iteration 37Q: 3 clusters Score -7169220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7169224.000000 Penalty: 5441.106445
	Iteration 38Q: 3 clusters Score -7169224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7169229.000000 Penalty: 5441.106445
	Iteration 39Q: 3 clusters Score -7169229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7169229.000000 Penalty: 5441.106445
	Iteration 40F: 3 clusters Score -7169229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7169226.500000 Penalty: 5441.106445
	Iteration 41Q: 3 clusters Score -7169226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7169238.000000 Penalty: 5441.106445
	Iteration 42Q: 3 clusters Score -7169238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7169230.000000 Penalty: 5441.106445
	Iteration 43Q: 3 clusters Score -7169230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7169238.000000 Penalty: 5441.106445
	Iteration 44Q: 3 clusters Score -7169238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7169244.000000 Penalty: 5441.106445
	Iteration 45Q: 3 clusters Score -7169244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7169247.000000 Penalty: 5441.106445
	Iteration 46Q: 3 clusters Score -7169247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7169244.500000 Penalty: 5441.106445
	Iteration 47Q: 3 clusters Score -7169244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7169249.500000 Penalty: 5441.106445
	Iteration 48Q: 3 clusters Score -7169250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7169246.000000 Penalty: 5441.106445
	Iteration 49Q: 3 clusters Score -7169246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7169250.000000 Penalty: 5441.106445
	Iteration 50Q: 3 clusters Score -7169250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7169253.000000 Penalty: 5441.106445
	Iteration 51Q: 3 clusters Score -7169253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7169250.000000 Penalty: 5441.106445
	Iteration 52Q: 3 clusters Score -7169250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7169253.000000 Penalty: 5441.106445
	Iteration 53Q: 3 clusters Score -7169253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7169247.500000 Penalty: 5441.106445
	Iteration 54Q: 3 clusters Score -7169248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7169249.500000 Penalty: 5441.106445
	Iteration 55Q: 3 clusters Score -7169250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7169249.500000 Penalty: 5441.106445
	Iteration 56Q: 3 clusters Score -7169250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7169245.000000 Penalty: 5441.106445
	Iteration 57Q: 3 clusters Score -7169245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7169256.000000 Penalty: 5441.106445
	Iteration 58Q: 3 clusters Score -7169256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7169253.500000 Penalty: 5441.106445
	Iteration 59Q: 3 clusters Score -7169254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7169258.000000 Penalty: 5441.106445
	Iteration 60F: 3 clusters Score -7169258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Entering Unmasked Estep 
Score: -1591237.875000 Penalty: 2339.543701
	Iteration 0F: 2 clusters Score -1591238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1581968.500000 Penalty: 4679.087402
	Iteration 0F: 3 clusters Score -1581968 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1584880.000000 Penalty: 4679.087402
	Iteration 1F: 3 clusters Score -1584880 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1585224.500000 Penalty: 4679.087402
	Iteration 2F: 3 clusters Score -1585224 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1585490.500000 Penalty: 4679.087402
	Iteration 3F: 3 clusters Score -1585490 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1585682.250000 Penalty: 4679.087402
	Iteration 4Q: 3 clusters Score -1585682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1585867.625000 Penalty: 4679.087402
	Iteration 5Q: 3 clusters Score -1585868 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1586050.375000 Penalty: 4679.087402
	Iteration 6Q: 3 clusters Score -1586050 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1586243.125000 Penalty: 4679.087402
	Iteration 7Q: 3 clusters Score -1586243 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1586452.000000 Penalty: 4679.087402
	Iteration 8Q: 3 clusters Score -1586452 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1586677.375000 Penalty: 4679.087402
	Iteration 9Q: 3 clusters Score -1586677 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1586950.875000 Penalty: 4679.087402
	Iteration 10Q: 3 clusters Score -1586951 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1587248.250000 Penalty: 4679.087402
	Iteration 11Q: 3 clusters Score -1587248 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1587554.125000 Penalty: 4679.087402
	Iteration 12Q: 3 clusters Score -1587554 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1587904.750000 Penalty: 4679.087402
	Iteration 13Q: 3 clusters Score -1587905 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1588289.500000 Penalty: 4679.087402
	Iteration 14Q: 3 clusters Score -1588290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1588667.250000 Penalty: 4679.087402
	Iteration 15Q: 3 clusters Score -1588667 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1589007.500000 Penalty: 4679.087402
	Iteration 16Q: 3 clusters Score -1589008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1589307.000000 Penalty: 4679.087402
	Iteration 17Q: 3 clusters Score -1589307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1589518.375000 Penalty: 4679.087402
	Iteration 18Q: 3 clusters Score -1589518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1589690.625000 Penalty: 4679.087402
	Iteration 19Q: 3 clusters Score -1589691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1589974.000000 Penalty: 4679.087402
	Iteration 20F: 3 clusters Score -1589974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1590207.500000 Penalty: 4679.087402
	Iteration 21Q: 3 clusters Score -1590208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1590387.000000 Penalty: 4679.087402
	Iteration 22Q: 3 clusters Score -1590387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1590505.375000 Penalty: 4679.087402
	Iteration 23Q: 3 clusters Score -1590505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1590585.000000 Penalty: 4679.087402
	Iteration 24Q: 3 clusters Score -1590585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1590612.625000 Penalty: 4679.087402
	Iteration 25Q: 3 clusters Score -1590613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1590637.125000 Penalty: 4679.087402
	Iteration 26Q: 3 clusters Score -1590637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1590655.750000 Penalty: 4679.087402
	Iteration 27Q: 3 clusters Score -1590656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1590673.875000 Penalty: 4679.087402
	Iteration 28Q: 3 clusters Score -1590674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1590686.625000 Penalty: 4679.087402
	Iteration 29Q: 3 clusters Score -1590687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1590696.875000 Penalty: 4679.087402
	Iteration 30Q: 3 clusters Score -1590697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1590701.000000 Penalty: 4679.087402
	Iteration 31Q: 3 clusters Score -1590701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1590710.375000 Penalty: 4679.087402
	Iteration 32Q: 3 clusters Score -1590710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1590712.375000 Penalty: 4679.087402
	Iteration 33Q: 3 clusters Score -1590712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1590716.875000 Penalty: 4679.087402
	Iteration 34Q: 3 clusters Score -1590717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1590721.375000 Penalty: 4679.087402
	Iteration 35Q: 3 clusters Score -1590721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1590721.125000 Penalty: 4679.087402
	Iteration 36Q: 3 clusters Score -1590721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1590720.375000 Penalty: 4679.087402
	Iteration 37Q: 3 clusters Score -1590720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1590726.500000 Penalty: 4679.087402
	Iteration 38F: 3 clusters Score -1590726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1590729.750000 Penalty: 4679.087402
	Iteration 39Q: 3 clusters Score -1590730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1590731.750000 Penalty: 4679.087402
	Iteration 40F: 3 clusters Score -1590732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1590733.125000 Penalty: 4679.087402
	Iteration 41Q: 3 clusters Score -1590733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1590736.000000 Penalty: 4679.087402
	Iteration 42Q: 3 clusters Score -1590736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1590737.750000 Penalty: 4679.087402
	Iteration 43Q: 3 clusters Score -1590738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1590740.000000 Penalty: 4679.087402
	Iteration 44Q: 3 clusters Score -1590740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1590740.625000 Penalty: 4679.087402
	Iteration 45Q: 3 clusters Score -1590741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1590739.375000 Penalty: 4679.087402
	Iteration 46Q: 3 clusters Score -1590739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1590742.125000 Penalty: 4679.087402
	Iteration 47Q: 3 clusters Score -1590742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1590742.250000 Penalty: 4679.087402
	Iteration 48Q: 3 clusters Score -1590742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1590744.875000 Penalty: 4679.087402
	Iteration 49Q: 3 clusters Score -1590745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1590747.500000 Penalty: 4679.087402
	Iteration 50Q: 3 clusters Score -1590748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1590748.875000 Penalty: 4679.087402
	Iteration 51Q: 3 clusters Score -1590749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1590749.000000 Penalty: 4679.087402
	Iteration 52Q: 3 clusters Score -1590749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1590751.625000 Penalty: 4679.087402
	Iteration 53Q: 3 clusters Score -1590752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1590753.875000 Penalty: 4679.087402
	Iteration 54Q: 3 clusters Score -1590754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1590752.250000 Penalty: 4679.087402
	Iteration 55Q: 3 clusters Score -1590752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1590752.750000 Penalty: 4679.087402
	Iteration 56Q: 3 clusters Score -1590753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1590752.750000 Penalty: 4679.087402
	Iteration 57F: 3 clusters Score -1590753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -29371.105469 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -29371.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28113.501953 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -28113.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28229.466797 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -28229.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28271.093750 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -28271.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28288.251953 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -28288.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28302.185547 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -28302.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28307.861328 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -28307.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28316.353516 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -28316.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28318.914062 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -28318.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28321.544922 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -28321.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28321.544922 Penalty: 2843.737305
	Iteration 9F: 3 clusters Score -28321.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Entering Unmasked Estep 
Score: -2005543.125000 Penalty: 2418.126709
	Iteration 0F: 2 clusters Score -2005543 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 8474 members 
Entering Unmasked Estep 
Score: -1993250.500000 Penalty: 4836.253418
	Iteration 0F: 3 clusters Score -1993250 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1997394.125000 Penalty: 4836.253418
	Iteration 1F: 3 clusters Score -1997394 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1997986.250000 Penalty: 4836.253418
	Iteration 2F: 3 clusters Score -1997986 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1998636.875000 Penalty: 4836.253418
	Iteration 3F: 3 clusters Score -1998637 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1999412.250000 Penalty: 4836.253418
	Iteration 4F: 3 clusters Score -1999412 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2000196.875000 Penalty: 4836.253418
	Iteration 5F: 3 clusters Score -2000197 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2000915.375000 Penalty: 4836.253418
	Iteration 6F: 3 clusters Score -2000915 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2001557.000000 Penalty: 4836.253418
	Iteration 7F: 3 clusters Score -2001557 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2002020.000000 Penalty: 4836.253418
	Iteration 8Q: 3 clusters Score -2002020 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2002368.750000 Penalty: 4836.253418
	Iteration 9Q: 3 clusters Score -2002369 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2002610.125000 Penalty: 4836.253418
	Iteration 10Q: 3 clusters Score -2002610 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2002783.250000 Penalty: 4836.253418
	Iteration 11Q: 3 clusters Score -2002783 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2002909.625000 Penalty: 4836.253418
	Iteration 12Q: 3 clusters Score -2002910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2003014.875000 Penalty: 4836.253418
	Iteration 13Q: 3 clusters Score -2003015 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2003107.375000 Penalty: 4836.253418
	Iteration 14Q: 3 clusters Score -2003107 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2003191.625000 Penalty: 4836.253418
	Iteration 15Q: 3 clusters Score -2003192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2003262.000000 Penalty: 4836.253418
	Iteration 16Q: 3 clusters Score -2003262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2003326.875000 Penalty: 4836.253418
	Iteration 17Q: 3 clusters Score -2003327 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2003389.500000 Penalty: 4836.253418
	Iteration 18Q: 3 clusters Score -2003390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2003457.250000 Penalty: 4836.253418
	Iteration 19Q: 3 clusters Score -2003457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2003514.125000 Penalty: 4836.253418
	Iteration 20F: 3 clusters Score -2003514 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2003580.250000 Penalty: 4836.253418
	Iteration 21Q: 3 clusters Score -2003580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2003639.625000 Penalty: 4836.253418
	Iteration 22Q: 3 clusters Score -2003640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2003695.250000 Penalty: 4836.253418
	Iteration 23Q: 3 clusters Score -2003695 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2003742.750000 Penalty: 4836.253418
	Iteration 24Q: 3 clusters Score -2003743 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2003782.875000 Penalty: 4836.253418
	Iteration 25Q: 3 clusters Score -2003783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2003811.625000 Penalty: 4836.253418
	Iteration 26Q: 3 clusters Score -2003812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2003840.000000 Penalty: 4836.253418
	Iteration 27Q: 3 clusters Score -2003840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2003865.125000 Penalty: 4836.253418
	Iteration 28Q: 3 clusters Score -2003865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2003887.625000 Penalty: 4836.253418
	Iteration 29Q: 3 clusters Score -2003888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2003903.750000 Penalty: 4836.253418
	Iteration 30Q: 3 clusters Score -2003904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2003919.000000 Penalty: 4836.253418
	Iteration 31Q: 3 clusters Score -2003919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2003930.875000 Penalty: 4836.253418
	Iteration 32Q: 3 clusters Score -2003931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2003936.250000 Penalty: 4836.253418
	Iteration 33Q: 3 clusters Score -2003936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2003950.625000 Penalty: 4836.253418
	Iteration 34Q: 3 clusters Score -2003951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2003967.625000 Penalty: 4836.253418
	Iteration 35Q: 3 clusters Score -2003968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2003982.375000 Penalty: 4836.253418
	Iteration 36Q: 3 clusters Score -2003982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2003995.000000 Penalty: 4836.253418
	Iteration 37Q: 3 clusters Score -2003995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2004016.375000 Penalty: 4836.253418
	Iteration 38Q: 3 clusters Score -2004016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2004037.000000 Penalty: 4836.253418
	Iteration 39Q: 3 clusters Score -2004037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2004054.625000 Penalty: 4836.253418
	Iteration 40F: 3 clusters Score -2004055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2004071.375000 Penalty: 4836.253418
	Iteration 41Q: 3 clusters Score -2004071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2004086.625000 Penalty: 4836.253418
	Iteration 42Q: 3 clusters Score -2004087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2004092.000000 Penalty: 4836.253418
	Iteration 43Q: 3 clusters Score -2004092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2004095.875000 Penalty: 4836.253418
	Iteration 44Q: 3 clusters Score -2004096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2004105.500000 Penalty: 4836.253418
	Iteration 45Q: 3 clusters Score -2004106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2004108.500000 Penalty: 4836.253418
	Iteration 46Q: 3 clusters Score -2004108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2004112.750000 Penalty: 4836.253418
	Iteration 47Q: 3 clusters Score -2004113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2004123.000000 Penalty: 4836.253418
	Iteration 48Q: 3 clusters Score -2004123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2004123.375000 Penalty: 4836.253418
	Iteration 49Q: 3 clusters Score -2004123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2004123.000000 Penalty: 4836.253418
	Iteration 50Q: 3 clusters Score -2004123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2004128.125000 Penalty: 4836.253418
	Iteration 51Q: 3 clusters Score -2004128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2004130.375000 Penalty: 4836.253418
	Iteration 52Q: 3 clusters Score -2004130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2004132.000000 Penalty: 4836.253418
	Iteration 53Q: 3 clusters Score -2004132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2004133.375000 Penalty: 4836.253418
	Iteration 54Q: 3 clusters Score -2004133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2004133.750000 Penalty: 4836.253418
	Iteration 55Q: 3 clusters Score -2004134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2004133.750000 Penalty: 4836.253418
	Iteration 56F: 3 clusters Score -2004134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Entering Unmasked Estep 
Score: -1481716.250000 Penalty: 2333.397949
	Iteration 0F: 2 clusters Score -1481716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1472642.750000 Penalty: 4666.795898
	Iteration 0F: 3 clusters Score -1472643 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1475645.000000 Penalty: 4666.795898
	Iteration 1F: 3 clusters Score -1475645 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1476400.375000 Penalty: 4666.795898
	Iteration 2F: 3 clusters Score -1476400 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1477472.000000 Penalty: 4666.795898
	Iteration 3F: 3 clusters Score -1477472 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1478750.125000 Penalty: 4666.795898
	Iteration 4F: 3 clusters Score -1478750 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1480031.875000 Penalty: 4666.795898
	Iteration 5F: 3 clusters Score -1480032 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1480723.750000 Penalty: 4666.795898
	Iteration 6F: 3 clusters Score -1480724 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1481062.500000 Penalty: 4666.795898
	Iteration 7Q: 3 clusters Score -1481062 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1481239.625000 Penalty: 4666.795898
	Iteration 8Q: 3 clusters Score -1481240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1481331.375000 Penalty: 4666.795898
	Iteration 9Q: 3 clusters Score -1481331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1481394.750000 Penalty: 4666.795898
	Iteration 10Q: 3 clusters Score -1481395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1481420.375000 Penalty: 4666.795898
	Iteration 11Q: 3 clusters Score -1481420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1481461.750000 Penalty: 4666.795898
	Iteration 12Q: 3 clusters Score -1481462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1481496.375000 Penalty: 4666.795898
	Iteration 13Q: 3 clusters Score -1481496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1481546.500000 Penalty: 4666.795898
	Iteration 14Q: 3 clusters Score -1481546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1481593.375000 Penalty: 4666.795898
	Iteration 15Q: 3 clusters Score -1481593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1481619.750000 Penalty: 4666.795898
	Iteration 16Q: 3 clusters Score -1481620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1481638.000000 Penalty: 4666.795898
	Iteration 17Q: 3 clusters Score -1481638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1481656.250000 Penalty: 4666.795898
	Iteration 18Q: 3 clusters Score -1481656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1481672.625000 Penalty: 4666.795898
	Iteration 19Q: 3 clusters Score -1481673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1481686.875000 Penalty: 4666.795898
	Iteration 20F: 3 clusters Score -1481687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1481701.125000 Penalty: 4666.795898
	Iteration 21Q: 3 clusters Score -1481701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1481707.875000 Penalty: 4666.795898
	Iteration 22Q: 3 clusters Score -1481708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1481718.125000 Penalty: 4666.795898
	Iteration 23Q: 3 clusters Score -1481718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1481727.500000 Penalty: 4666.795898
	Iteration 24Q: 3 clusters Score -1481728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1481733.250000 Penalty: 4666.795898
	Iteration 25Q: 3 clusters Score -1481733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1481738.000000 Penalty: 4666.795898
	Iteration 26Q: 3 clusters Score -1481738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1481742.250000 Penalty: 4666.795898
	Iteration 27Q: 3 clusters Score -1481742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1481741.875000 Penalty: 4666.795898
	Iteration 28Q: 3 clusters Score -1481742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1481747.375000 Penalty: 4666.795898
	Iteration 29Q: 3 clusters Score -1481747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1481748.875000 Penalty: 4666.795898
	Iteration 30Q: 3 clusters Score -1481749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1481748.625000 Penalty: 4666.795898
	Iteration 31Q: 3 clusters Score -1481749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1481750.750000 Penalty: 4666.795898
	Iteration 32Q: 3 clusters Score -1481751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1481752.750000 Penalty: 4666.795898
	Iteration 33Q: 3 clusters Score -1481753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1481757.125000 Penalty: 4666.795898
	Iteration 34Q: 3 clusters Score -1481757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1481758.500000 Penalty: 4666.795898
	Iteration 35Q: 3 clusters Score -1481758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1481756.000000 Penalty: 4666.795898
	Iteration 36Q: 3 clusters Score -1481756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1481755.750000 Penalty: 4666.795898
	Iteration 37Q: 3 clusters Score -1481756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1481759.875000 Penalty: 4666.795898
	Iteration 38Q: 3 clusters Score -1481760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1481765.875000 Penalty: 4666.795898
	Iteration 39Q: 3 clusters Score -1481766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1481764.125000 Penalty: 4666.795898
	Iteration 40F: 3 clusters Score -1481764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1481766.500000 Penalty: 4666.795898
	Iteration 41Q: 3 clusters Score -1481766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1481769.875000 Penalty: 4666.795898
	Iteration 42Q: 3 clusters Score -1481770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1481773.000000 Penalty: 4666.795898
	Iteration 43Q: 3 clusters Score -1481773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1481772.500000 Penalty: 4666.795898
	Iteration 44Q: 3 clusters Score -1481772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1481775.250000 Penalty: 4666.795898
	Iteration 45Q: 3 clusters Score -1481775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1481777.625000 Penalty: 4666.795898
	Iteration 46Q: 3 clusters Score -1481778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1481785.125000 Penalty: 4666.795898
	Iteration 47Q: 3 clusters Score -1481785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1481786.625000 Penalty: 4666.795898
	Iteration 48Q: 3 clusters Score -1481787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1481784.250000 Penalty: 4666.795898
	Iteration 49Q: 3 clusters Score -1481784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1481787.500000 Penalty: 4666.795898
	Iteration 50Q: 3 clusters Score -1481788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1481786.375000 Penalty: 4666.795898
	Iteration 51Q: 3 clusters Score -1481786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1481788.000000 Penalty: 4666.795898
	Iteration 52Q: 3 clusters Score -1481788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1481791.500000 Penalty: 4666.795898
	Iteration 53Q: 3 clusters Score -1481792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1481789.250000 Penalty: 4666.795898
	Iteration 54Q: 3 clusters Score -1481789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1481789.000000 Penalty: 4666.795898
	Iteration 55Q: 3 clusters Score -1481789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1481787.625000 Penalty: 4666.795898
	Iteration 56Q: 3 clusters Score -1481788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1481787.625000 Penalty: 4666.795898
	Iteration 57F: 3 clusters Score -1481788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 9258 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Mstep: Class 51 contains 2938 members 
Entering Unmasked Estep 
Score: -142010032.000000 Penalty: 176731.625000
Splitting cluster 26 changes total score from -142010784.000000 to -142010032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -299873.593750 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -299873.6 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 1218 members 
Entering Unmasked Estep 
Score: -296920.593750 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -296920.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -297461.812500 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -297461.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -297594.875000 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -297594.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297660.750000 Penalty: 3878.140869
	Iteration 3Q: 3 clusters Score -297660.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -297704.843750 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -297704.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297742.218750 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -297742.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -297776.093750 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -297776.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297812.968750 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -297813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297837.218750 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -297837.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297862.281250 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -297862.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297882.593750 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -297882.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297893.281250 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -297893.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297902.125000 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -297902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297910.406250 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -297910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -297919.343750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -297919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297928.843750 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -297928.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297936.187500 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -297936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297941.906250 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -297941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297947.281250 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -297947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297951.656250 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -297951.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -297957.781250 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -297957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297962.843750 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -297962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297968.156250 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -297968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297972.593750 Penalty: 3878.140869
	Iteration 23Q: 3 clusters Score -297972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297977.531250 Penalty: 3878.140869
	Iteration 24Q: 3 clusters Score -297977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297982.562500 Penalty: 3878.140869
	Iteration 25Q: 3 clusters Score -297982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297984.343750 Penalty: 3878.140869
	Iteration 26Q: 3 clusters Score -297984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297985.250000 Penalty: 3878.140869
	Iteration 27Q: 3 clusters Score -297985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -297985.968750 Penalty: 3878.140869
	Iteration 28Q: 3 clusters Score -297986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -297986.593750 Penalty: 3878.140869
	Iteration 29Q: 3 clusters Score -297986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -297987.343750 Penalty: 3878.140869
	Iteration 30Q: 3 clusters Score -297987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -297989.187500 Penalty: 3878.140869
	Iteration 31Q: 3 clusters Score -297989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -297990.343750 Penalty: 3878.140869
	Iteration 32Q: 3 clusters Score -297990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -297994.187500 Penalty: 3878.140869
	Iteration 33Q: 3 clusters Score -297994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -297998.718750 Penalty: 3878.140869
	Iteration 34Q: 3 clusters Score -297998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298000.687500 Penalty: 3878.140869
	Iteration 35Q: 3 clusters Score -298000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -298001.656250 Penalty: 3878.140869
	Iteration 36Q: 3 clusters Score -298001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298002.031250 Penalty: 3878.140869
	Iteration 37Q: 3 clusters Score -298002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298002.500000 Penalty: 3878.140869
	Iteration 38Q: 3 clusters Score -298002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298002.500000 Penalty: 3878.140869
	Iteration 39F: 3 clusters Score -298002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -761327.125000 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -761327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -756031.250000 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -756031.2 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -757434.562500 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -757434.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -757686.375000 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -757686.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -757844.687500 Penalty: 4330.102051
	Iteration 3F: 3 clusters Score -757844.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -757955.375000 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -757955.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -758037.125000 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -758037.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -758113.562500 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -758113.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -758186.687500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -758186.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -758261.187500 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -758261.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -758328.687500 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -758328.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -758395.187500 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -758395.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -758457.875000 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -758457.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -758526.750000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -758526.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -758594.437500 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -758594.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -758654.875000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -758654.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -758716.687500 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -758716.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -758793.437500 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -758793.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -758867.562500 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -758867.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -758928.250000 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -758928.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -758990.875000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -758990.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -759033.437500 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -759033.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -759060.500000 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -759060.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -759094.750000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -759094.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -759127.500000 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -759127.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -759157.750000 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -759157.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -759181.937500 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -759181.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -759202.812500 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -759202.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -759220.687500 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -759220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -759236.125000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -759236.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -759248.125000 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -759248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -759256.750000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -759256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -759260.937500 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -759260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -759268.812500 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -759268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -759275.750000 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -759275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -759285.500000 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -759285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -759292.187500 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -759292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -759303.187500 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -759303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -759315.750000 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -759315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -759328.500000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -759328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -759335.125000 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -759335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -759340.500000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -759340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -759346.250000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -759346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -759352.875000 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -759352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -759353.125000 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -759353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -759354.125000 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -759354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -759354.125000 Penalty: 4330.102051
	Iteration 45F: 3 clusters Score -759354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Entering Unmasked Estep 
Score: -3699261.500000 Penalty: 2549.526367
	Iteration 0F: 2 clusters Score -3699262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3679295.500000 Penalty: 5099.052734
	Iteration 0F: 3 clusters Score -3679296 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3686119.250000 Penalty: 5099.052734
	Iteration 1F: 3 clusters Score -3686119 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3686525.250000 Penalty: 5099.052734
	Iteration 2Q: 3 clusters Score -3686525 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3686856.250000 Penalty: 5099.052734
	Iteration 3Q: 3 clusters Score -3686856 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3687190.750000 Penalty: 5099.052734
	Iteration 4Q: 3 clusters Score -3687191 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3687447.500000 Penalty: 5099.052734
	Iteration 5Q: 3 clusters Score -3687448 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3687753.250000 Penalty: 5099.052734
	Iteration 6Q: 3 clusters Score -3687753 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3688074.000000 Penalty: 5099.052734
	Iteration 7Q: 3 clusters Score -3688074 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3688424.500000 Penalty: 5099.052734
	Iteration 8Q: 3 clusters Score -3688424 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3688875.500000 Penalty: 5099.052734
	Iteration 9Q: 3 clusters Score -3688876 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3689477.000000 Penalty: 5099.052734
	Iteration 10Q: 3 clusters Score -3689477 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3690255.250000 Penalty: 5099.052734
	Iteration 11Q: 3 clusters Score -3690255 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3691153.250000 Penalty: 5099.052734
	Iteration 12Q: 3 clusters Score -3691153 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3692119.750000 Penalty: 5099.052734
	Iteration 13Q: 3 clusters Score -3692120 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3693111.000000 Penalty: 5099.052734
	Iteration 14Q: 3 clusters Score -3693111 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3693967.750000 Penalty: 5099.052734
	Iteration 15Q: 3 clusters Score -3693968 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3694720.500000 Penalty: 5099.052734
	Iteration 16Q: 3 clusters Score -3694720 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3695298.500000 Penalty: 5099.052734
	Iteration 17Q: 3 clusters Score -3695298 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3695736.250000 Penalty: 5099.052734
	Iteration 18Q: 3 clusters Score -3695736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3696035.250000 Penalty: 5099.052734
	Iteration 19Q: 3 clusters Score -3696035 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3696305.250000 Penalty: 5099.052734
	Iteration 20F: 3 clusters Score -3696305 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3696498.750000 Penalty: 5099.052734
	Iteration 21Q: 3 clusters Score -3696499 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3696632.750000 Penalty: 5099.052734
	Iteration 22Q: 3 clusters Score -3696633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3696724.250000 Penalty: 5099.052734
	Iteration 23Q: 3 clusters Score -3696724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3696798.750000 Penalty: 5099.052734
	Iteration 24Q: 3 clusters Score -3696799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3696852.500000 Penalty: 5099.052734
	Iteration 25Q: 3 clusters Score -3696852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3696894.000000 Penalty: 5099.052734
	Iteration 26Q: 3 clusters Score -3696894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3696929.750000 Penalty: 5099.052734
	Iteration 27Q: 3 clusters Score -3696930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3696952.250000 Penalty: 5099.052734
	Iteration 28Q: 3 clusters Score -3696952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3696982.250000 Penalty: 5099.052734
	Iteration 29Q: 3 clusters Score -3696982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3697011.750000 Penalty: 5099.052734
	Iteration 30Q: 3 clusters Score -3697012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3697040.000000 Penalty: 5099.052734
	Iteration 31Q: 3 clusters Score -3697040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3697057.000000 Penalty: 5099.052734
	Iteration 32Q: 3 clusters Score -3697057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3697077.500000 Penalty: 5099.052734
	Iteration 33Q: 3 clusters Score -3697078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3697086.500000 Penalty: 5099.052734
	Iteration 34Q: 3 clusters Score -3697086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3697090.500000 Penalty: 5099.052734
	Iteration 35Q: 3 clusters Score -3697090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3697102.250000 Penalty: 5099.052734
	Iteration 36Q: 3 clusters Score -3697102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3697102.500000 Penalty: 5099.052734
	Iteration 37Q: 3 clusters Score -3697102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3697111.750000 Penalty: 5099.052734
	Iteration 38Q: 3 clusters Score -3697112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3697109.500000 Penalty: 5099.052734
	Iteration 39Q: 3 clusters Score -3697110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3697111.750000 Penalty: 5099.052734
	Iteration 40F: 3 clusters Score -3697112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Entering Unmasked Estep 
Score: -6518672.500000 Penalty: 2690.303223
	Iteration 0F: 2 clusters Score -6518672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6483753.500000 Penalty: 5380.606445
	Iteration 0F: 3 clusters Score -6483754 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6497331.000000 Penalty: 5380.606445
	Iteration 1F: 3 clusters Score -6497331 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -6498121.500000 Penalty: 5380.606445
	Iteration 2Q: 3 clusters Score -6498122 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6498924.500000 Penalty: 5380.606445
	Iteration 3Q: 3 clusters Score -6498924 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6499951.500000 Penalty: 5380.606445
	Iteration 4Q: 3 clusters Score -6499952 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6501247.500000 Penalty: 5380.606445
	Iteration 5F: 3 clusters Score -6501248 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -6503029.500000 Penalty: 5380.606445
	Iteration 6F: 3 clusters Score -6503030 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -6505261.500000 Penalty: 5380.606445
	Iteration 7F: 3 clusters Score -6505262 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6507786.000000 Penalty: 5380.606445
	Iteration 8F: 3 clusters Score -6507786 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -6510452.000000 Penalty: 5380.606445
	Iteration 9F: 3 clusters Score -6510452 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6512837.500000 Penalty: 5380.606445
	Iteration 10F: 3 clusters Score -6512838 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -6514513.500000 Penalty: 5380.606445
	Iteration 11Q: 3 clusters Score -6514514 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -6515479.000000 Penalty: 5380.606445
	Iteration 12Q: 3 clusters Score -6515479 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6515977.000000 Penalty: 5380.606445
	Iteration 13Q: 3 clusters Score -6515977 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6516281.000000 Penalty: 5380.606445
	Iteration 14Q: 3 clusters Score -6516281 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -6516463.000000 Penalty: 5380.606445
	Iteration 15Q: 3 clusters Score -6516463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6516532.000000 Penalty: 5380.606445
	Iteration 16Q: 3 clusters Score -6516532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6516567.000000 Penalty: 5380.606445
	Iteration 17Q: 3 clusters Score -6516567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -6516589.500000 Penalty: 5380.606445
	Iteration 18Q: 3 clusters Score -6516590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -6516604.000000 Penalty: 5380.606445
	Iteration 19Q: 3 clusters Score -6516604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6516629.000000 Penalty: 5380.606445
	Iteration 20F: 3 clusters Score -6516629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6516631.500000 Penalty: 5380.606445
	Iteration 21Q: 3 clusters Score -6516632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6516625.000000 Penalty: 5380.606445
	Iteration 22Q: 3 clusters Score -6516625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6516639.000000 Penalty: 5380.606445
	Iteration 23Q: 3 clusters Score -6516639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -6516632.000000 Penalty: 5380.606445
	Iteration 24Q: 3 clusters Score -6516632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6516634.000000 Penalty: 5380.606445
	Iteration 25Q: 3 clusters Score -6516634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6516637.000000 Penalty: 5380.606445
	Iteration 26Q: 3 clusters Score -6516637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -6516646.500000 Penalty: 5380.606445
	Iteration 27Q: 3 clusters Score -6516646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6516654.000000 Penalty: 5380.606445
	Iteration 28Q: 3 clusters Score -6516654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6516658.500000 Penalty: 5380.606445
	Iteration 29Q: 3 clusters Score -6516658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6516648.000000 Penalty: 5380.606445
	Iteration 30Q: 3 clusters Score -6516648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6516648.000000 Penalty: 5380.606445
	Iteration 31F: 3 clusters Score -6516648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -721867.312500 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -721867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -716468.000000 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -716468 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -718126.000000 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -718126 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -718508.937500 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -718508.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -718765.750000 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -718765.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -718985.187500 Penalty: 4352.672852
	Iteration 4Q: 3 clusters Score -718985.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -719163.312500 Penalty: 4352.672852
	Iteration 5Q: 3 clusters Score -719163.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -719319.812500 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -719319.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -719457.875000 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -719457.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -719591.250000 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -719591.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -719718.375000 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -719718.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -719839.125000 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -719839.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -719944.000000 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -719944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -720044.937500 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -720044.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -720123.562500 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -720123.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -720209.937500 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -720209.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -720273.375000 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -720273.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -720330.437500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -720330.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -720375.812500 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -720375.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -720421.250000 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -720421.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -720456.125000 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -720456.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -720485.812500 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -720485.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -720521.187500 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -720521.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -720552.312500 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -720552.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -720578.687500 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -720578.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -720608.625000 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -720608.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -720627.937500 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -720627.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -720645.437500 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -720645.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -720655.437500 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -720655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -720664.812500 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -720664.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -720675.687500 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -720675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -720682.000000 Penalty: 4352.672852
	Iteration 30Q: 3 clusters Score -720682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -720683.312500 Penalty: 4352.672852
	Iteration 31Q: 3 clusters Score -720683.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -720684.875000 Penalty: 4352.672852
	Iteration 32Q: 3 clusters Score -720684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -720686.250000 Penalty: 4352.672852
	Iteration 33Q: 3 clusters Score -720686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -720690.125000 Penalty: 4352.672852
	Iteration 34Q: 3 clusters Score -720690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -720691.750000 Penalty: 4352.672852
	Iteration 35Q: 3 clusters Score -720691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -720698.500000 Penalty: 4352.672852
	Iteration 36Q: 3 clusters Score -720698.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -720703.500000 Penalty: 4352.672852
	Iteration 37Q: 3 clusters Score -720703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -720707.750000 Penalty: 4352.672852
	Iteration 38Q: 3 clusters Score -720707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -720711.437500 Penalty: 4352.672852
	Iteration 39Q: 3 clusters Score -720711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -720714.812500 Penalty: 4352.672852
	Iteration 40F: 3 clusters Score -720714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -720716.500000 Penalty: 4352.672852
	Iteration 41Q: 3 clusters Score -720716.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -720717.500000 Penalty: 4352.672852
	Iteration 42Q: 3 clusters Score -720717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -720719.812500 Penalty: 4352.672852
	Iteration 43Q: 3 clusters Score -720719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -720722.625000 Penalty: 4352.672852
	Iteration 44Q: 3 clusters Score -720722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -720722.750000 Penalty: 4352.672852
	Iteration 45Q: 3 clusters Score -720722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -720724.375000 Penalty: 4352.672852
	Iteration 46Q: 3 clusters Score -720724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -720726.250000 Penalty: 4352.672852
	Iteration 47Q: 3 clusters Score -720726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -720727.312500 Penalty: 4352.672852
	Iteration 48Q: 3 clusters Score -720727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -720729.312500 Penalty: 4352.672852
	Iteration 49Q: 3 clusters Score -720729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -720729.625000 Penalty: 4352.672852
	Iteration 50Q: 3 clusters Score -720729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -720731.875000 Penalty: 4352.672852
	Iteration 51Q: 3 clusters Score -720731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -720733.312500 Penalty: 4352.672852
	Iteration 52Q: 3 clusters Score -720733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -720735.250000 Penalty: 4352.672852
	Iteration 53Q: 3 clusters Score -720735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -720735.875000 Penalty: 4352.672852
	Iteration 54Q: 3 clusters Score -720735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -720737.750000 Penalty: 4352.672852
	Iteration 55Q: 3 clusters Score -720737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -720738.937500 Penalty: 4352.672852
	Iteration 56Q: 3 clusters Score -720738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -720739.687500 Penalty: 4352.672852
	Iteration 57Q: 3 clusters Score -720739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -720740.437500 Penalty: 4352.672852
	Iteration 58Q: 3 clusters Score -720740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -720740.812500 Penalty: 4352.672852
	Iteration 59Q: 3 clusters Score -720740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -720740.812500 Penalty: 4352.672852
	Iteration 60F: 3 clusters Score -720740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -1305864.500000 Penalty: 2293.270264
	Iteration 0F: 2 clusters Score -1305864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1298000.250000 Penalty: 4586.540527
	Iteration 0F: 3 clusters Score -1298000 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1300191.750000 Penalty: 4586.540527
	Iteration 1F: 3 clusters Score -1300192 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1300447.375000 Penalty: 4586.540527
	Iteration 2F: 3 clusters Score -1300447 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1300629.875000 Penalty: 4586.540527
	Iteration 3Q: 3 clusters Score -1300630 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1300772.125000 Penalty: 4586.540527
	Iteration 4Q: 3 clusters Score -1300772 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1300908.125000 Penalty: 4586.540527
	Iteration 5Q: 3 clusters Score -1300908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1301072.000000 Penalty: 4586.540527
	Iteration 6Q: 3 clusters Score -1301072 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1301267.375000 Penalty: 4586.540527
	Iteration 7Q: 3 clusters Score -1301267 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1301541.625000 Penalty: 4586.540527
	Iteration 8Q: 3 clusters Score -1301542 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1301904.500000 Penalty: 4586.540527
	Iteration 9Q: 3 clusters Score -1301904 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1302339.125000 Penalty: 4586.540527
	Iteration 10F: 3 clusters Score -1302339 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1302787.875000 Penalty: 4586.540527
	Iteration 11F: 3 clusters Score -1302788 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1303230.875000 Penalty: 4586.540527
	Iteration 12Q: 3 clusters Score -1303231 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1303647.375000 Penalty: 4586.540527
	Iteration 13Q: 3 clusters Score -1303647 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1303951.375000 Penalty: 4586.540527
	Iteration 14Q: 3 clusters Score -1303951 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1304185.500000 Penalty: 4586.540527
	Iteration 15Q: 3 clusters Score -1304186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1304350.125000 Penalty: 4586.540527
	Iteration 16Q: 3 clusters Score -1304350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1304442.375000 Penalty: 4586.540527
	Iteration 17Q: 3 clusters Score -1304442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1304500.750000 Penalty: 4586.540527
	Iteration 18Q: 3 clusters Score -1304501 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1304546.625000 Penalty: 4586.540527
	Iteration 19Q: 3 clusters Score -1304547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1304588.500000 Penalty: 4586.540527
	Iteration 20F: 3 clusters Score -1304588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1304617.500000 Penalty: 4586.540527
	Iteration 21Q: 3 clusters Score -1304618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1304635.125000 Penalty: 4586.540527
	Iteration 22Q: 3 clusters Score -1304635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1304663.125000 Penalty: 4586.540527
	Iteration 23Q: 3 clusters Score -1304663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1304687.750000 Penalty: 4586.540527
	Iteration 24Q: 3 clusters Score -1304688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1304705.500000 Penalty: 4586.540527
	Iteration 25Q: 3 clusters Score -1304706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1304732.000000 Penalty: 4586.540527
	Iteration 26Q: 3 clusters Score -1304732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1304741.250000 Penalty: 4586.540527
	Iteration 27Q: 3 clusters Score -1304741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1304750.875000 Penalty: 4586.540527
	Iteration 28Q: 3 clusters Score -1304751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1304758.250000 Penalty: 4586.540527
	Iteration 29Q: 3 clusters Score -1304758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1304764.250000 Penalty: 4586.540527
	Iteration 30Q: 3 clusters Score -1304764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1304767.250000 Penalty: 4586.540527
	Iteration 31Q: 3 clusters Score -1304767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1304769.625000 Penalty: 4586.540527
	Iteration 32Q: 3 clusters Score -1304770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1304769.000000 Penalty: 4586.540527
	Iteration 33Q: 3 clusters Score -1304769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1304769.875000 Penalty: 4586.540527
	Iteration 34Q: 3 clusters Score -1304770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1304769.875000 Penalty: 4586.540527
	Iteration 35F: 3 clusters Score -1304770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -690601.250000 Penalty: 2146.536377
	Iteration 0F: 2 clusters Score -690601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -685723.062500 Penalty: 4293.072754
	Iteration 0F: 3 clusters Score -685723.1 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -687316.437500 Penalty: 4293.072754
	Iteration 1F: 3 clusters Score -687316.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -687881.437500 Penalty: 4293.072754
	Iteration 2F: 3 clusters Score -687881.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -688293.500000 Penalty: 4293.072754
	Iteration 3F: 3 clusters Score -688293.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -688565.875000 Penalty: 4293.072754
	Iteration 4F: 3 clusters Score -688565.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -688791.750000 Penalty: 4293.072754
	Iteration 5Q: 3 clusters Score -688791.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -688939.000000 Penalty: 4293.072754
	Iteration 6Q: 3 clusters Score -688939 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -689046.875000 Penalty: 4293.072754
	Iteration 7Q: 3 clusters Score -689046.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -689120.812500 Penalty: 4293.072754
	Iteration 8Q: 3 clusters Score -689120.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -689189.875000 Penalty: 4293.072754
	Iteration 9Q: 3 clusters Score -689189.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -689233.562500 Penalty: 4293.072754
	Iteration 10Q: 3 clusters Score -689233.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689264.562500 Penalty: 4293.072754
	Iteration 11Q: 3 clusters Score -689264.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -689292.062500 Penalty: 4293.072754
	Iteration 12Q: 3 clusters Score -689292.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -689311.125000 Penalty: 4293.072754
	Iteration 13Q: 3 clusters Score -689311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -689324.875000 Penalty: 4293.072754
	Iteration 14Q: 3 clusters Score -689324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -689339.687500 Penalty: 4293.072754
	Iteration 15Q: 3 clusters Score -689339.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -689355.000000 Penalty: 4293.072754
	Iteration 16Q: 3 clusters Score -689355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -689363.562500 Penalty: 4293.072754
	Iteration 17Q: 3 clusters Score -689363.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689372.125000 Penalty: 4293.072754
	Iteration 18Q: 3 clusters Score -689372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -689380.000000 Penalty: 4293.072754
	Iteration 19Q: 3 clusters Score -689380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -689384.687500 Penalty: 4293.072754
	Iteration 20F: 3 clusters Score -689384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -689389.125000 Penalty: 4293.072754
	Iteration 21Q: 3 clusters Score -689389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -689395.937500 Penalty: 4293.072754
	Iteration 22Q: 3 clusters Score -689395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -689402.937500 Penalty: 4293.072754
	Iteration 23Q: 3 clusters Score -689402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -689408.625000 Penalty: 4293.072754
	Iteration 24Q: 3 clusters Score -689408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -689410.500000 Penalty: 4293.072754
	Iteration 25Q: 3 clusters Score -689410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -689413.750000 Penalty: 4293.072754
	Iteration 26Q: 3 clusters Score -689413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -689415.625000 Penalty: 4293.072754
	Iteration 27Q: 3 clusters Score -689415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -689416.437500 Penalty: 4293.072754
	Iteration 28Q: 3 clusters Score -689416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -689420.562500 Penalty: 4293.072754
	Iteration 29Q: 3 clusters Score -689420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -689422.312500 Penalty: 4293.072754
	Iteration 30Q: 3 clusters Score -689422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -689425.437500 Penalty: 4293.072754
	Iteration 31Q: 3 clusters Score -689425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -689427.937500 Penalty: 4293.072754
	Iteration 32Q: 3 clusters Score -689427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -689428.125000 Penalty: 4293.072754
	Iteration 33Q: 3 clusters Score -689428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -689430.250000 Penalty: 4293.072754
	Iteration 34Q: 3 clusters Score -689430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -689433.375000 Penalty: 4293.072754
	Iteration 35Q: 3 clusters Score -689433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -689436.312500 Penalty: 4293.072754
	Iteration 36Q: 3 clusters Score -689436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -689438.375000 Penalty: 4293.072754
	Iteration 37Q: 3 clusters Score -689438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -689438.375000 Penalty: 4293.072754
	Iteration 38F: 3 clusters Score -689438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -18408.658203 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -18408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17435.328125 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -17435.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17572.898438 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -17572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17594.867188 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -17594.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17610.992188 Penalty: 2649.797852
	Iteration 3Q: 3 clusters Score -17610.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17619.166016 Penalty: 2649.797852
	Iteration 4Q: 3 clusters Score -17619.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17631.992188 Penalty: 2649.797852
	Iteration 5Q: 3 clusters Score -17631.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17635.591797 Penalty: 2649.797852
	Iteration 6Q: 3 clusters Score -17635.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17635.591797 Penalty: 2649.797852
	Iteration 7F: 3 clusters Score -17635.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -83377.164062 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -83377.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81694.859375 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -81694.86 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82144.007812 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -82144.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82413.468750 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -82413.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82659.656250 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -82659.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82903.234375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -82903.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83019.023438 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -83019.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83089.296875 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -83089.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83152.632812 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -83152.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83199.937500 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -83199.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83242.718750 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -83242.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83304.281250 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -83304.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83425.992188 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -83425.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83694.476562 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -83694.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83830.757812 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -83830.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83847.531250 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -83847.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83850.101562 Penalty: 3327.209717
	Iteration 15F: 3 clusters Score -83850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83870.585938 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -83870.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83876.140625 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -83876.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83886.273438 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -83886.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83891.234375 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -83891.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83891.234375 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -83891.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 606 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Mstep: Class 51 contains 213 members 
Entering Unmasked Estep 
Score: -142009536.000000 Penalty: 176731.625000
Splitting cluster 35 changes total score from -142010784.000000 to -142009536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -271910.656250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -271910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269219.562500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -269219.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -269643.937500 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -269643.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -269749.593750 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -269749.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269804.656250 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -269804.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -269836.375000 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -269836.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269865.437500 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -269865.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269892.000000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -269892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -269912.156250 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -269912.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -269926.531250 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -269926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -269932.562500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -269932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269937.750000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -269937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -269942.500000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -269942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -269950.375000 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -269950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -269961.937500 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -269961.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269968.968750 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -269969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -269974.093750 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -269974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -269976.781250 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -269976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269983.562500 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -269983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -269990.656250 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -269990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -269999.656250 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -269999.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -270010.468750 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -270010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -270013.718750 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -270013.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270017.437500 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -270017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -270020.312500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -270020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -270021.687500 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -270021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270022.156250 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -270022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -270023.968750 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -270024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -270026.656250 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -270026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -270029.687500 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -270029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -270031.968750 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -270032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -270036.968750 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -270037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -270041.937500 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -270041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -270045.250000 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -270045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -270046.031250 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -270046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -270045.781250 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -270045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -270045.781250 Penalty: 3809.137939
	Iteration 35F: 3 clusters Score -270045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 1750.785156
	Iteration 0F: 2 clusters Score -132286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130292.281250 Penalty: 3501.570312
	Iteration 0F: 3 clusters Score -130292.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -130695.609375 Penalty: 3501.570312
	Iteration 1F: 3 clusters Score -130695.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -130928.195312 Penalty: 3501.570312
	Iteration 2F: 3 clusters Score -130928.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131106.125000 Penalty: 3501.570312
	Iteration 3F: 3 clusters Score -131106.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131251.765625 Penalty: 3501.570312
	Iteration 4Q: 3 clusters Score -131251.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131365.140625 Penalty: 3501.570312
	Iteration 5Q: 3 clusters Score -131365.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131430.734375 Penalty: 3501.570312
	Iteration 6Q: 3 clusters Score -131430.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131489.484375 Penalty: 3501.570312
	Iteration 7Q: 3 clusters Score -131489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131524.281250 Penalty: 3501.570312
	Iteration 8Q: 3 clusters Score -131524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131568.421875 Penalty: 3501.570312
	Iteration 9Q: 3 clusters Score -131568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131592.703125 Penalty: 3501.570312
	Iteration 10Q: 3 clusters Score -131592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131602.484375 Penalty: 3501.570312
	Iteration 11Q: 3 clusters Score -131602.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131618.718750 Penalty: 3501.570312
	Iteration 12Q: 3 clusters Score -131618.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131638.062500 Penalty: 3501.570312
	Iteration 13Q: 3 clusters Score -131638.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131655.093750 Penalty: 3501.570312
	Iteration 14Q: 3 clusters Score -131655.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131669.015625 Penalty: 3501.570312
	Iteration 15Q: 3 clusters Score -131669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131696.531250 Penalty: 3501.570312
	Iteration 16Q: 3 clusters Score -131696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131720.750000 Penalty: 3501.570312
	Iteration 17Q: 3 clusters Score -131720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131735.296875 Penalty: 3501.570312
	Iteration 18Q: 3 clusters Score -131735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131745.218750 Penalty: 3501.570312
	Iteration 19Q: 3 clusters Score -131745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131778.375000 Penalty: 3501.570312
	Iteration 20F: 3 clusters Score -131778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131805.843750 Penalty: 3501.570312
	Iteration 21Q: 3 clusters Score -131805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131817.500000 Penalty: 3501.570312
	Iteration 22Q: 3 clusters Score -131817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131820.765625 Penalty: 3501.570312
	Iteration 23Q: 3 clusters Score -131820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131822.500000 Penalty: 3501.570312
	Iteration 24Q: 3 clusters Score -131822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131823.453125 Penalty: 3501.570312
	Iteration 25Q: 3 clusters Score -131823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131827.812500 Penalty: 3501.570312
	Iteration 26Q: 3 clusters Score -131827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131830.218750 Penalty: 3501.570312
	Iteration 27Q: 3 clusters Score -131830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131830.843750 Penalty: 3501.570312
	Iteration 28Q: 3 clusters Score -131830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131830.843750 Penalty: 3501.570312
	Iteration 29F: 3 clusters Score -131830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -776957.250000 Penalty: 2188.118652
	Iteration 0F: 2 clusters Score -776957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -771376.125000 Penalty: 4376.237305
	Iteration 0F: 3 clusters Score -771376.1 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -772916.375000 Penalty: 4376.237305
	Iteration 1F: 3 clusters Score -772916.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -773266.000000 Penalty: 4376.237305
	Iteration 2F: 3 clusters Score -773266 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -773507.875000 Penalty: 4376.237305
	Iteration 3F: 3 clusters Score -773507.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -773703.125000 Penalty: 4376.237305
	Iteration 4Q: 3 clusters Score -773703.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -773872.437500 Penalty: 4376.237305
	Iteration 5Q: 3 clusters Score -773872.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -774016.062500 Penalty: 4376.237305
	Iteration 6Q: 3 clusters Score -774016.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -774145.125000 Penalty: 4376.237305
	Iteration 7Q: 3 clusters Score -774145.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -774241.187500 Penalty: 4376.237305
	Iteration 8Q: 3 clusters Score -774241.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -774317.687500 Penalty: 4376.237305
	Iteration 9Q: 3 clusters Score -774317.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -774384.812500 Penalty: 4376.237305
	Iteration 10Q: 3 clusters Score -774384.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -774456.312500 Penalty: 4376.237305
	Iteration 11Q: 3 clusters Score -774456.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -774505.125000 Penalty: 4376.237305
	Iteration 12Q: 3 clusters Score -774505.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -774549.187500 Penalty: 4376.237305
	Iteration 13Q: 3 clusters Score -774549.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -774603.187500 Penalty: 4376.237305
	Iteration 14Q: 3 clusters Score -774603.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -774664.750000 Penalty: 4376.237305
	Iteration 15Q: 3 clusters Score -774664.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -774728.687500 Penalty: 4376.237305
	Iteration 16Q: 3 clusters Score -774728.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -774781.062500 Penalty: 4376.237305
	Iteration 17Q: 3 clusters Score -774781.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -774827.625000 Penalty: 4376.237305
	Iteration 18Q: 3 clusters Score -774827.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -774874.187500 Penalty: 4376.237305
	Iteration 19Q: 3 clusters Score -774874.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -774911.625000 Penalty: 4376.237305
	Iteration 20F: 3 clusters Score -774911.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -774951.687500 Penalty: 4376.237305
	Iteration 21Q: 3 clusters Score -774951.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -774981.375000 Penalty: 4376.237305
	Iteration 22Q: 3 clusters Score -774981.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -775009.437500 Penalty: 4376.237305
	Iteration 23Q: 3 clusters Score -775009.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -775039.750000 Penalty: 4376.237305
	Iteration 24Q: 3 clusters Score -775039.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -775072.750000 Penalty: 4376.237305
	Iteration 25Q: 3 clusters Score -775072.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -775110.687500 Penalty: 4376.237305
	Iteration 26Q: 3 clusters Score -775110.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -775143.875000 Penalty: 4376.237305
	Iteration 27Q: 3 clusters Score -775143.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -775172.750000 Penalty: 4376.237305
	Iteration 28Q: 3 clusters Score -775172.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -775202.125000 Penalty: 4376.237305
	Iteration 29Q: 3 clusters Score -775202.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -775232.875000 Penalty: 4376.237305
	Iteration 30Q: 3 clusters Score -775232.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -775253.312500 Penalty: 4376.237305
	Iteration 31Q: 3 clusters Score -775253.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -775270.562500 Penalty: 4376.237305
	Iteration 32Q: 3 clusters Score -775270.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -775290.125000 Penalty: 4376.237305
	Iteration 33Q: 3 clusters Score -775290.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -775305.187500 Penalty: 4376.237305
	Iteration 34Q: 3 clusters Score -775305.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -775314.500000 Penalty: 4376.237305
	Iteration 35Q: 3 clusters Score -775314.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -775324.187500 Penalty: 4376.237305
	Iteration 36Q: 3 clusters Score -775324.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -775330.375000 Penalty: 4376.237305
	Iteration 37Q: 3 clusters Score -775330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -775339.437500 Penalty: 4376.237305
	Iteration 38Q: 3 clusters Score -775339.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -775349.750000 Penalty: 4376.237305
	Iteration 39Q: 3 clusters Score -775349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -775353.875000 Penalty: 4376.237305
	Iteration 40F: 3 clusters Score -775353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -775355.187500 Penalty: 4376.237305
	Iteration 41Q: 3 clusters Score -775355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -775356.625000 Penalty: 4376.237305
	Iteration 42Q: 3 clusters Score -775356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -775357.750000 Penalty: 4376.237305
	Iteration 43Q: 3 clusters Score -775357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -775359.875000 Penalty: 4376.237305
	Iteration 44Q: 3 clusters Score -775359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -775361.625000 Penalty: 4376.237305
	Iteration 45Q: 3 clusters Score -775361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -775360.187500 Penalty: 4376.237305
	Iteration 46Q: 3 clusters Score -775360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -775361.562500 Penalty: 4376.237305
	Iteration 47Q: 3 clusters Score -775361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -775362.687500 Penalty: 4376.237305
	Iteration 48Q: 3 clusters Score -775362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -775366.625000 Penalty: 4376.237305
	Iteration 49Q: 3 clusters Score -775366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -775368.250000 Penalty: 4376.237305
	Iteration 50Q: 3 clusters Score -775368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -775370.125000 Penalty: 4376.237305
	Iteration 51Q: 3 clusters Score -775370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -775370.125000 Penalty: 4376.237305
	Iteration 52F: 3 clusters Score -775370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Entering Unmasked Estep 
Score: -3739569.750000 Penalty: 2551.677490
	Iteration 0F: 2 clusters Score -3739570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3719417.750000 Penalty: 5103.354980
	Iteration 0F: 3 clusters Score -3719418 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3726571.250000 Penalty: 5103.354980
	Iteration 1F: 3 clusters Score -3726571 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3727046.750000 Penalty: 5103.354980
	Iteration 2Q: 3 clusters Score -3727047 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3727478.500000 Penalty: 5103.354980
	Iteration 3Q: 3 clusters Score -3727478 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3727926.500000 Penalty: 5103.354980
	Iteration 4Q: 3 clusters Score -3727926 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3728394.750000 Penalty: 5103.354980
	Iteration 5Q: 3 clusters Score -3728395 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3728870.500000 Penalty: 5103.354980
	Iteration 6Q: 3 clusters Score -3728870 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3729402.500000 Penalty: 5103.354980
	Iteration 7Q: 3 clusters Score -3729402 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3729947.750000 Penalty: 5103.354980
	Iteration 8Q: 3 clusters Score -3729948 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3730535.500000 Penalty: 5103.354980
	Iteration 9Q: 3 clusters Score -3730536 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3731253.500000 Penalty: 5103.354980
	Iteration 10Q: 3 clusters Score -3731254 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3731957.750000 Penalty: 5103.354980
	Iteration 11Q: 3 clusters Score -3731958 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3732571.000000 Penalty: 5103.354980
	Iteration 12Q: 3 clusters Score -3732571 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3732976.000000 Penalty: 5103.354980
	Iteration 13Q: 3 clusters Score -3732976 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3733217.500000 Penalty: 5103.354980
	Iteration 14Q: 3 clusters Score -3733218 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3733346.250000 Penalty: 5103.354980
	Iteration 15Q: 3 clusters Score -3733346 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3733423.500000 Penalty: 5103.354980
	Iteration 16Q: 3 clusters Score -3733424 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3733502.250000 Penalty: 5103.354980
	Iteration 17Q: 3 clusters Score -3733502 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3733557.000000 Penalty: 5103.354980
	Iteration 18Q: 3 clusters Score -3733557 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3733602.000000 Penalty: 5103.354980
	Iteration 19Q: 3 clusters Score -3733602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3733642.250000 Penalty: 5103.354980
	Iteration 20F: 3 clusters Score -3733642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3733688.250000 Penalty: 5103.354980
	Iteration 21Q: 3 clusters Score -3733688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3733722.000000 Penalty: 5103.354980
	Iteration 22Q: 3 clusters Score -3733722 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3733774.500000 Penalty: 5103.354980
	Iteration 23Q: 3 clusters Score -3733774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3733812.750000 Penalty: 5103.354980
	Iteration 24Q: 3 clusters Score -3733813 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3733838.000000 Penalty: 5103.354980
	Iteration 25Q: 3 clusters Score -3733838 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3733891.000000 Penalty: 5103.354980
	Iteration 26Q: 3 clusters Score -3733891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3733932.250000 Penalty: 5103.354980
	Iteration 27Q: 3 clusters Score -3733932 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3733975.750000 Penalty: 5103.354980
	Iteration 28Q: 3 clusters Score -3733976 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3734028.750000 Penalty: 5103.354980
	Iteration 29Q: 3 clusters Score -3734029 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3734055.000000 Penalty: 5103.354980
	Iteration 30Q: 3 clusters Score -3734055 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3734096.000000 Penalty: 5103.354980
	Iteration 31Q: 3 clusters Score -3734096 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3734133.750000 Penalty: 5103.354980
	Iteration 32Q: 3 clusters Score -3734134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3734179.500000 Penalty: 5103.354980
	Iteration 33Q: 3 clusters Score -3734180 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3734239.500000 Penalty: 5103.354980
	Iteration 34Q: 3 clusters Score -3734240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3734288.000000 Penalty: 5103.354980
	Iteration 35Q: 3 clusters Score -3734288 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3734338.750000 Penalty: 5103.354980
	Iteration 36Q: 3 clusters Score -3734339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3734379.000000 Penalty: 5103.354980
	Iteration 37Q: 3 clusters Score -3734379 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3734427.250000 Penalty: 5103.354980
	Iteration 38Q: 3 clusters Score -3734427 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3734476.750000 Penalty: 5103.354980
	Iteration 39Q: 3 clusters Score -3734477 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3734539.250000 Penalty: 5103.354980
	Iteration 40F: 3 clusters Score -3734539 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3734624.000000 Penalty: 5103.354980
	Iteration 41Q: 3 clusters Score -3734624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3734720.500000 Penalty: 5103.354980
	Iteration 42Q: 3 clusters Score -3734720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3734842.500000 Penalty: 5103.354980
	Iteration 43Q: 3 clusters Score -3734842 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3734929.250000 Penalty: 5103.354980
	Iteration 44Q: 3 clusters Score -3734929 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3735054.500000 Penalty: 5103.354980
	Iteration 45Q: 3 clusters Score -3735054 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3735202.000000 Penalty: 5103.354980
	Iteration 46Q: 3 clusters Score -3735202 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3735310.250000 Penalty: 5103.354980
	Iteration 47Q: 3 clusters Score -3735310 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3735403.750000 Penalty: 5103.354980
	Iteration 48Q: 3 clusters Score -3735404 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3735504.250000 Penalty: 5103.354980
	Iteration 49Q: 3 clusters Score -3735504 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3735600.000000 Penalty: 5103.354980
	Iteration 50Q: 3 clusters Score -3735600 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3735663.750000 Penalty: 5103.354980
	Iteration 51Q: 3 clusters Score -3735664 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3735752.250000 Penalty: 5103.354980
	Iteration 52Q: 3 clusters Score -3735752 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3735829.500000 Penalty: 5103.354980
	Iteration 53Q: 3 clusters Score -3735830 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3735887.500000 Penalty: 5103.354980
	Iteration 54Q: 3 clusters Score -3735888 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3735970.000000 Penalty: 5103.354980
	Iteration 55Q: 3 clusters Score -3735970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3736047.500000 Penalty: 5103.354980
	Iteration 56Q: 3 clusters Score -3736048 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3736116.500000 Penalty: 5103.354980
	Iteration 57Q: 3 clusters Score -3736116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3736193.000000 Penalty: 5103.354980
	Iteration 58Q: 3 clusters Score -3736193 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3736258.750000 Penalty: 5103.354980
	Iteration 59Q: 3 clusters Score -3736259 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3736358.250000 Penalty: 5103.354980
	Iteration 60F: 3 clusters Score -3736358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3736427.250000 Penalty: 5103.354980
	Iteration 61Q: 3 clusters Score -3736427 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3736490.250000 Penalty: 5103.354980
	Iteration 62Q: 3 clusters Score -3736490 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3736539.750000 Penalty: 5103.354980
	Iteration 63Q: 3 clusters Score -3736540 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3736574.500000 Penalty: 5103.354980
	Iteration 64Q: 3 clusters Score -3736574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3736597.500000 Penalty: 5103.354980
	Iteration 65Q: 3 clusters Score -3736598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3736637.000000 Penalty: 5103.354980
	Iteration 66Q: 3 clusters Score -3736637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3736688.750000 Penalty: 5103.354980
	Iteration 67Q: 3 clusters Score -3736689 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3736738.250000 Penalty: 5103.354980
	Iteration 68Q: 3 clusters Score -3736738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3736777.500000 Penalty: 5103.354980
	Iteration 69Q: 3 clusters Score -3736778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3736832.000000 Penalty: 5103.354980
	Iteration 70Q: 3 clusters Score -3736832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3736888.000000 Penalty: 5103.354980
	Iteration 71Q: 3 clusters Score -3736888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3736954.250000 Penalty: 5103.354980
	Iteration 72Q: 3 clusters Score -3736954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3736997.250000 Penalty: 5103.354980
	Iteration 73Q: 3 clusters Score -3736997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3737025.750000 Penalty: 5103.354980
	Iteration 74Q: 3 clusters Score -3737026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3737049.750000 Penalty: 5103.354980
	Iteration 75Q: 3 clusters Score -3737050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3737081.000000 Penalty: 5103.354980
	Iteration 76Q: 3 clusters Score -3737081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3737099.250000 Penalty: 5103.354980
	Iteration 77Q: 3 clusters Score -3737099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3737119.500000 Penalty: 5103.354980
	Iteration 78Q: 3 clusters Score -3737120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3737127.250000 Penalty: 5103.354980
	Iteration 79Q: 3 clusters Score -3737127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3737136.000000 Penalty: 5103.354980
	Iteration 80F: 3 clusters Score -3737136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3737153.750000 Penalty: 5103.354980
	Iteration 81Q: 3 clusters Score -3737154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3737166.000000 Penalty: 5103.354980
	Iteration 82Q: 3 clusters Score -3737166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3737176.500000 Penalty: 5103.354980
	Iteration 83Q: 3 clusters Score -3737176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3737183.500000 Penalty: 5103.354980
	Iteration 84Q: 3 clusters Score -3737184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3737191.500000 Penalty: 5103.354980
	Iteration 85Q: 3 clusters Score -3737192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3737201.000000 Penalty: 5103.354980
	Iteration 86Q: 3 clusters Score -3737201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3737211.000000 Penalty: 5103.354980
	Iteration 87Q: 3 clusters Score -3737211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3737216.750000 Penalty: 5103.354980
	Iteration 88Q: 3 clusters Score -3737217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3737226.750000 Penalty: 5103.354980
	Iteration 89Q: 3 clusters Score -3737227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3737232.500000 Penalty: 5103.354980
	Iteration 90Q: 3 clusters Score -3737232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3737234.250000 Penalty: 5103.354980
	Iteration 91Q: 3 clusters Score -3737234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3737237.500000 Penalty: 5103.354980
	Iteration 92Q: 3 clusters Score -3737238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3737245.250000 Penalty: 5103.354980
	Iteration 93Q: 3 clusters Score -3737245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3737248.500000 Penalty: 5103.354980
	Iteration 94Q: 3 clusters Score -3737248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3737245.750000 Penalty: 5103.354980
	Iteration 95Q: 3 clusters Score -3737246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3737254.000000 Penalty: 5103.354980
	Iteration 96Q: 3 clusters Score -3737254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3737259.000000 Penalty: 5103.354980
	Iteration 97Q: 3 clusters Score -3737259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3737262.000000 Penalty: 5103.354980
	Iteration 98Q: 3 clusters Score -3737262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3737262.500000 Penalty: 5103.354980
	Iteration 99Q: 3 clusters Score -3737262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3737265.000000 Penalty: 5103.354980
	Iteration 100F: 3 clusters Score -3737265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3737269.750000 Penalty: 5103.354980
	Iteration 101Q: 3 clusters Score -3737270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3737267.500000 Penalty: 5103.354980
	Iteration 102Q: 3 clusters Score -3737268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3737267.250000 Penalty: 5103.354980
	Iteration 103Q: 3 clusters Score -3737267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3737267.500000 Penalty: 5103.354980
	Iteration 104Q: 3 clusters Score -3737268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3737267.500000 Penalty: 5103.354980
	Iteration 105F: 3 clusters Score -3737268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -87119.132812 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -87119.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85380.000000 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -85380 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85614.789062 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -85614.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85678.242188 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -85678.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85714.796875 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -85714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85732.750000 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -85732.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85738.289062 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -85738.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85751.796875 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -85751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85756.984375 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -85756.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85760.148438 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -85760.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85764.320312 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -85764.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85766.429688 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -85766.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85766.429688 Penalty: 3280.903809
	Iteration 11F: 3 clusters Score -85766.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61473.453125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61473.45 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 292 members 
Entering Unmasked Estep 
Score: -59873.050781 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59873.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60063.875000 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60063.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60119.398438 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -60119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60156.750000 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60156.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60190.179688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60190.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60209.992188 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60209.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60218.542969 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60218.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60229.984375 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60229.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60248.335938 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60248.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60273.238281 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60273.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60296.695312 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60320.835938 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -60320.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60333.074219 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -60333.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60357.550781 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -60357.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60372.609375 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -60372.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60383.941406 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -60383.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60385.007812 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -60385.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60386.910156 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -60386.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60386.910156 Penalty: 3143.942627
	Iteration 18F: 3 clusters Score -60386.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Entering Unmasked Estep 
Score: -2277162.000000 Penalty: 2434.265137
	Iteration 0F: 2 clusters Score -2277162 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 9119 members 
Entering Unmasked Estep 
Score: -2264154.500000 Penalty: 4868.530273
	Iteration 0F: 3 clusters Score -2264154 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2268581.750000 Penalty: 4868.530273
	Iteration 1F: 3 clusters Score -2268582 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2269080.500000 Penalty: 4868.530273
	Iteration 2F: 3 clusters Score -2269080 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2269560.750000 Penalty: 4868.530273
	Iteration 3F: 3 clusters Score -2269561 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2270080.750000 Penalty: 4868.530273
	Iteration 4F: 3 clusters Score -2270081 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2270626.250000 Penalty: 4868.530273
	Iteration 5F: 3 clusters Score -2270626 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2271205.250000 Penalty: 4868.530273
	Iteration 6F: 3 clusters Score -2271205 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2271790.500000 Penalty: 4868.530273
	Iteration 7F: 3 clusters Score -2271790 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2272363.750000 Penalty: 4868.530273
	Iteration 8Q: 3 clusters Score -2272364 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2272957.750000 Penalty: 4868.530273
	Iteration 9Q: 3 clusters Score -2272958 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2273518.500000 Penalty: 4868.530273
	Iteration 10Q: 3 clusters Score -2273518 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2273899.500000 Penalty: 4868.530273
	Iteration 11Q: 3 clusters Score -2273900 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2274144.750000 Penalty: 4868.530273
	Iteration 12Q: 3 clusters Score -2274145 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2274292.000000 Penalty: 4868.530273
	Iteration 13Q: 3 clusters Score -2274292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2274401.750000 Penalty: 4868.530273
	Iteration 14Q: 3 clusters Score -2274402 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2274471.000000 Penalty: 4868.530273
	Iteration 15Q: 3 clusters Score -2274471 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2274543.500000 Penalty: 4868.530273
	Iteration 16Q: 3 clusters Score -2274544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2274630.000000 Penalty: 4868.530273
	Iteration 17Q: 3 clusters Score -2274630 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2274717.250000 Penalty: 4868.530273
	Iteration 18Q: 3 clusters Score -2274717 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2274816.500000 Penalty: 4868.530273
	Iteration 19Q: 3 clusters Score -2274816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2274943.500000 Penalty: 4868.530273
	Iteration 20F: 3 clusters Score -2274944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2275113.000000 Penalty: 4868.530273
	Iteration 21Q: 3 clusters Score -2275113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2275246.250000 Penalty: 4868.530273
	Iteration 22Q: 3 clusters Score -2275246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2275345.000000 Penalty: 4868.530273
	Iteration 23Q: 3 clusters Score -2275345 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2275405.250000 Penalty: 4868.530273
	Iteration 24Q: 3 clusters Score -2275405 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2275451.000000 Penalty: 4868.530273
	Iteration 25Q: 3 clusters Score -2275451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2275487.250000 Penalty: 4868.530273
	Iteration 26Q: 3 clusters Score -2275487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2275523.000000 Penalty: 4868.530273
	Iteration 27Q: 3 clusters Score -2275523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2275548.250000 Penalty: 4868.530273
	Iteration 28Q: 3 clusters Score -2275548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2275559.750000 Penalty: 4868.530273
	Iteration 29Q: 3 clusters Score -2275560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2275567.500000 Penalty: 4868.530273
	Iteration 30Q: 3 clusters Score -2275568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2275579.500000 Penalty: 4868.530273
	Iteration 31Q: 3 clusters Score -2275580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2275580.500000 Penalty: 4868.530273
	Iteration 32Q: 3 clusters Score -2275580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2275580.250000 Penalty: 4868.530273
	Iteration 33Q: 3 clusters Score -2275580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2275585.000000 Penalty: 4868.530273
	Iteration 34Q: 3 clusters Score -2275585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2275581.250000 Penalty: 4868.530273
	Iteration 35Q: 3 clusters Score -2275581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2275586.750000 Penalty: 4868.530273
	Iteration 36Q: 3 clusters Score -2275587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2275585.500000 Penalty: 4868.530273
	Iteration 37Q: 3 clusters Score -2275586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2275586.500000 Penalty: 4868.530273
	Iteration 38Q: 3 clusters Score -2275586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2275589.750000 Penalty: 4868.530273
	Iteration 39Q: 3 clusters Score -2275590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2275600.750000 Penalty: 4868.530273
	Iteration 40F: 3 clusters Score -2275601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2275596.000000 Penalty: 4868.530273
	Iteration 41Q: 3 clusters Score -2275596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2275595.000000 Penalty: 4868.530273
	Iteration 42Q: 3 clusters Score -2275595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2275600.750000 Penalty: 4868.530273
	Iteration 43Q: 3 clusters Score -2275601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2275605.750000 Penalty: 4868.530273
	Iteration 44Q: 3 clusters Score -2275606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2275601.250000 Penalty: 4868.530273
	Iteration 45Q: 3 clusters Score -2275601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2275605.250000 Penalty: 4868.530273
	Iteration 46Q: 3 clusters Score -2275605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2275608.250000 Penalty: 4868.530273
	Iteration 47Q: 3 clusters Score -2275608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2275606.750000 Penalty: 4868.530273
	Iteration 48Q: 3 clusters Score -2275607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2275606.750000 Penalty: 4868.530273
	Iteration 49F: 3 clusters Score -2275607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -2865994.500000 Penalty: 2487.906250
	Iteration 0F: 2 clusters Score -2865994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2850240.250000 Penalty: 4975.812500
	Iteration 0F: 3 clusters Score -2850240 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2855588.500000 Penalty: 4975.812500
	Iteration 1F: 3 clusters Score -2855588 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2855974.000000 Penalty: 4975.812500
	Iteration 2F: 3 clusters Score -2855974 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2856275.750000 Penalty: 4975.812500
	Iteration 3Q: 3 clusters Score -2856276 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2856540.500000 Penalty: 4975.812500
	Iteration 4Q: 3 clusters Score -2856540 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2856802.750000 Penalty: 4975.812500
	Iteration 5Q: 3 clusters Score -2856803 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2857168.500000 Penalty: 4975.812500
	Iteration 6Q: 3 clusters Score -2857168 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2857542.500000 Penalty: 4975.812500
	Iteration 7Q: 3 clusters Score -2857542 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2858037.750000 Penalty: 4975.812500
	Iteration 8Q: 3 clusters Score -2858038 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2858716.000000 Penalty: 4975.812500
	Iteration 9Q: 3 clusters Score -2858716 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2859546.000000 Penalty: 4975.812500
	Iteration 10F: 3 clusters Score -2859546 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2860486.000000 Penalty: 4975.812500
	Iteration 11F: 3 clusters Score -2860486 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2861333.750000 Penalty: 4975.812500
	Iteration 12F: 3 clusters Score -2861334 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2861931.000000 Penalty: 4975.812500
	Iteration 13Q: 3 clusters Score -2861931 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2862266.750000 Penalty: 4975.812500
	Iteration 14Q: 3 clusters Score -2862267 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2862502.500000 Penalty: 4975.812500
	Iteration 15Q: 3 clusters Score -2862502 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2862681.250000 Penalty: 4975.812500
	Iteration 16Q: 3 clusters Score -2862681 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2862832.000000 Penalty: 4975.812500
	Iteration 17Q: 3 clusters Score -2862832 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2862975.250000 Penalty: 4975.812500
	Iteration 18Q: 3 clusters Score -2862975 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2863093.500000 Penalty: 4975.812500
	Iteration 19Q: 3 clusters Score -2863094 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2863202.250000 Penalty: 4975.812500
	Iteration 20F: 3 clusters Score -2863202 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2863299.250000 Penalty: 4975.812500
	Iteration 21Q: 3 clusters Score -2863299 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2863370.250000 Penalty: 4975.812500
	Iteration 22Q: 3 clusters Score -2863370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2863429.000000 Penalty: 4975.812500
	Iteration 23Q: 3 clusters Score -2863429 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2863480.250000 Penalty: 4975.812500
	Iteration 24Q: 3 clusters Score -2863480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2863525.000000 Penalty: 4975.812500
	Iteration 25Q: 3 clusters Score -2863525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2863584.000000 Penalty: 4975.812500
	Iteration 26Q: 3 clusters Score -2863584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2863629.000000 Penalty: 4975.812500
	Iteration 27Q: 3 clusters Score -2863629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2863671.500000 Penalty: 4975.812500
	Iteration 28Q: 3 clusters Score -2863672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2863705.500000 Penalty: 4975.812500
	Iteration 29Q: 3 clusters Score -2863706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2863745.250000 Penalty: 4975.812500
	Iteration 30Q: 3 clusters Score -2863745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2863773.750000 Penalty: 4975.812500
	Iteration 31Q: 3 clusters Score -2863774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2863791.000000 Penalty: 4975.812500
	Iteration 32Q: 3 clusters Score -2863791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2863821.250000 Penalty: 4975.812500
	Iteration 33Q: 3 clusters Score -2863821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2863826.750000 Penalty: 4975.812500
	Iteration 34Q: 3 clusters Score -2863827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2863837.500000 Penalty: 4975.812500
	Iteration 35Q: 3 clusters Score -2863838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2863844.250000 Penalty: 4975.812500
	Iteration 36Q: 3 clusters Score -2863844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2863850.750000 Penalty: 4975.812500
	Iteration 37Q: 3 clusters Score -2863851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2863855.500000 Penalty: 4975.812500
	Iteration 38Q: 3 clusters Score -2863856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2863869.500000 Penalty: 4975.812500
	Iteration 39Q: 3 clusters Score -2863870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2863873.250000 Penalty: 4975.812500
	Iteration 40F: 3 clusters Score -2863873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2863882.000000 Penalty: 4975.812500
	Iteration 41Q: 3 clusters Score -2863882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2863884.750000 Penalty: 4975.812500
	Iteration 42Q: 3 clusters Score -2863885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2863889.500000 Penalty: 4975.812500
	Iteration 43Q: 3 clusters Score -2863890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2863893.750000 Penalty: 4975.812500
	Iteration 44Q: 3 clusters Score -2863894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2863895.000000 Penalty: 4975.812500
	Iteration 45Q: 3 clusters Score -2863895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2863900.250000 Penalty: 4975.812500
	Iteration 46Q: 3 clusters Score -2863900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2863906.250000 Penalty: 4975.812500
	Iteration 47Q: 3 clusters Score -2863906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2863915.500000 Penalty: 4975.812500
	Iteration 48Q: 3 clusters Score -2863916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2863922.000000 Penalty: 4975.812500
	Iteration 49Q: 3 clusters Score -2863922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2863923.250000 Penalty: 4975.812500
	Iteration 50Q: 3 clusters Score -2863923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2863930.750000 Penalty: 4975.812500
	Iteration 51Q: 3 clusters Score -2863931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2863933.750000 Penalty: 4975.812500
	Iteration 52Q: 3 clusters Score -2863934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2863933.250000 Penalty: 4975.812500
	Iteration 53Q: 3 clusters Score -2863933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2863940.750000 Penalty: 4975.812500
	Iteration 54Q: 3 clusters Score -2863941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2863940.000000 Penalty: 4975.812500
	Iteration 55Q: 3 clusters Score -2863940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2863945.000000 Penalty: 4975.812500
	Iteration 56Q: 3 clusters Score -2863945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2863946.000000 Penalty: 4975.812500
	Iteration 57Q: 3 clusters Score -2863946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2863953.250000 Penalty: 4975.812500
	Iteration 58Q: 3 clusters Score -2863953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2863957.000000 Penalty: 4975.812500
	Iteration 59Q: 3 clusters Score -2863957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2863960.500000 Penalty: 4975.812500
	Iteration 60F: 3 clusters Score -2863960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2863962.250000 Penalty: 4975.812500
	Iteration 61Q: 3 clusters Score -2863962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2863965.500000 Penalty: 4975.812500
	Iteration 62Q: 3 clusters Score -2863966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2863969.750000 Penalty: 4975.812500
	Iteration 63Q: 3 clusters Score -2863970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2863967.000000 Penalty: 4975.812500
	Iteration 64Q: 3 clusters Score -2863967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2863973.500000 Penalty: 4975.812500
	Iteration 65Q: 3 clusters Score -2863974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2863973.750000 Penalty: 4975.812500
	Iteration 66Q: 3 clusters Score -2863974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2863971.750000 Penalty: 4975.812500
	Iteration 67Q: 3 clusters Score -2863972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2863978.250000 Penalty: 4975.812500
	Iteration 68Q: 3 clusters Score -2863978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2863972.500000 Penalty: 4975.812500
	Iteration 69Q: 3 clusters Score -2863972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2863976.750000 Penalty: 4975.812500
	Iteration 70Q: 3 clusters Score -2863977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2863982.250000 Penalty: 4975.812500
	Iteration 71Q: 3 clusters Score -2863982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2863985.500000 Penalty: 4975.812500
	Iteration 72Q: 3 clusters Score -2863986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2863984.500000 Penalty: 4975.812500
	Iteration 73Q: 3 clusters Score -2863984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2863985.500000 Penalty: 4975.812500
	Iteration 74Q: 3 clusters Score -2863986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2863979.750000 Penalty: 4975.812500
	Iteration 75Q: 3 clusters Score -2863980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2863976.000000 Penalty: 4975.812500
	Iteration 76Q: 3 clusters Score -2863976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2863979.000000 Penalty: 4975.812500
	Iteration 77Q: 3 clusters Score -2863979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2863978.750000 Penalty: 4975.812500
	Iteration 78Q: 3 clusters Score -2863979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2863980.500000 Penalty: 4975.812500
	Iteration 79Q: 3 clusters Score -2863980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2863985.000000 Penalty: 4975.812500
	Iteration 80F: 3 clusters Score -2863985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2863983.000000 Penalty: 4975.812500
	Iteration 81Q: 3 clusters Score -2863983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2863988.250000 Penalty: 4975.812500
	Iteration 82Q: 3 clusters Score -2863988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2863982.500000 Penalty: 4975.812500
	Iteration 83Q: 3 clusters Score -2863982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2863984.250000 Penalty: 4975.812500
	Iteration 84Q: 3 clusters Score -2863984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2863984.250000 Penalty: 4975.812500
	Iteration 85F: 3 clusters Score -2863984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -223079.453125 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -223079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -220437.218750 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -220437.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220957.031250 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -220957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221113.281250 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -221113.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221182.531250 Penalty: 3767.312256
	Iteration 3Q: 3 clusters Score -221182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -221228.125000 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -221228.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221271.437500 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -221271.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -221297.375000 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -221297.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -221325.765625 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -221325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -221344.875000 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -221344.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -221359.890625 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -221359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221371.656250 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -221371.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -221380.500000 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -221380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -221384.875000 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -221384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221385.671875 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -221385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221385.671875 Penalty: 3767.312256
	Iteration 14F: 3 clusters Score -221385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Entering Unmasked Estep 
Score: -3092863.500000 Penalty: 2505.145996
	Iteration 0F: 2 clusters Score -3092864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3075844.250000 Penalty: 5010.291992
	Iteration 0F: 3 clusters Score -3075844 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3081725.750000 Penalty: 5010.291992
	Iteration 1F: 3 clusters Score -3081726 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3082131.500000 Penalty: 5010.291992
	Iteration 2Q: 3 clusters Score -3082132 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3082489.500000 Penalty: 5010.291992
	Iteration 3Q: 3 clusters Score -3082490 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3082834.750000 Penalty: 5010.291992
	Iteration 4Q: 3 clusters Score -3082835 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3083219.750000 Penalty: 5010.291992
	Iteration 5Q: 3 clusters Score -3083220 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3083634.000000 Penalty: 5010.291992
	Iteration 6Q: 3 clusters Score -3083634 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3084154.250000 Penalty: 5010.291992
	Iteration 7Q: 3 clusters Score -3084154 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3084820.500000 Penalty: 5010.291992
	Iteration 8Q: 3 clusters Score -3084820 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3085686.000000 Penalty: 5010.291992
	Iteration 9F: 3 clusters Score -3085686 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3086692.500000 Penalty: 5010.291992
	Iteration 10F: 3 clusters Score -3086692 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3087671.750000 Penalty: 5010.291992
	Iteration 11F: 3 clusters Score -3087672 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3088283.500000 Penalty: 5010.291992
	Iteration 12Q: 3 clusters Score -3088284 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3088586.500000 Penalty: 5010.291992
	Iteration 13Q: 3 clusters Score -3088586 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3088739.000000 Penalty: 5010.291992
	Iteration 14Q: 3 clusters Score -3088739 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3088853.750000 Penalty: 5010.291992
	Iteration 15Q: 3 clusters Score -3088854 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3088951.000000 Penalty: 5010.291992
	Iteration 16Q: 3 clusters Score -3088951 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3089035.000000 Penalty: 5010.291992
	Iteration 17Q: 3 clusters Score -3089035 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3089124.250000 Penalty: 5010.291992
	Iteration 18Q: 3 clusters Score -3089124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3089203.500000 Penalty: 5010.291992
	Iteration 19Q: 3 clusters Score -3089204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3089276.500000 Penalty: 5010.291992
	Iteration 20F: 3 clusters Score -3089276 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3089313.000000 Penalty: 5010.291992
	Iteration 21Q: 3 clusters Score -3089313 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3089371.500000 Penalty: 5010.291992
	Iteration 22Q: 3 clusters Score -3089372 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3089409.250000 Penalty: 5010.291992
	Iteration 23Q: 3 clusters Score -3089409 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3089455.500000 Penalty: 5010.291992
	Iteration 24Q: 3 clusters Score -3089456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3089493.500000 Penalty: 5010.291992
	Iteration 25Q: 3 clusters Score -3089494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3089528.500000 Penalty: 5010.291992
	Iteration 26Q: 3 clusters Score -3089528 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3089560.250000 Penalty: 5010.291992
	Iteration 27Q: 3 clusters Score -3089560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3089596.750000 Penalty: 5010.291992
	Iteration 28Q: 3 clusters Score -3089597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3089618.000000 Penalty: 5010.291992
	Iteration 29Q: 3 clusters Score -3089618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3089646.250000 Penalty: 5010.291992
	Iteration 30Q: 3 clusters Score -3089646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3089665.750000 Penalty: 5010.291992
	Iteration 31Q: 3 clusters Score -3089666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3089689.500000 Penalty: 5010.291992
	Iteration 32Q: 3 clusters Score -3089690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3089714.750000 Penalty: 5010.291992
	Iteration 33Q: 3 clusters Score -3089715 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3089732.750000 Penalty: 5010.291992
	Iteration 34Q: 3 clusters Score -3089733 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3089745.750000 Penalty: 5010.291992
	Iteration 35Q: 3 clusters Score -3089746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3089760.750000 Penalty: 5010.291992
	Iteration 36Q: 3 clusters Score -3089761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3089779.000000 Penalty: 5010.291992
	Iteration 37Q: 3 clusters Score -3089779 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3089789.500000 Penalty: 5010.291992
	Iteration 38Q: 3 clusters Score -3089790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3089805.750000 Penalty: 5010.291992
	Iteration 39Q: 3 clusters Score -3089806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3089830.250000 Penalty: 5010.291992
	Iteration 40F: 3 clusters Score -3089830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3089835.750000 Penalty: 5010.291992
	Iteration 41Q: 3 clusters Score -3089836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3089845.500000 Penalty: 5010.291992
	Iteration 42Q: 3 clusters Score -3089846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3089866.250000 Penalty: 5010.291992
	Iteration 43Q: 3 clusters Score -3089866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3089875.000000 Penalty: 5010.291992
	Iteration 44Q: 3 clusters Score -3089875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3089904.000000 Penalty: 5010.291992
	Iteration 45Q: 3 clusters Score -3089904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3089916.750000 Penalty: 5010.291992
	Iteration 46Q: 3 clusters Score -3089917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3089937.000000 Penalty: 5010.291992
	Iteration 47Q: 3 clusters Score -3089937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3089945.000000 Penalty: 5010.291992
	Iteration 48Q: 3 clusters Score -3089945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3089947.250000 Penalty: 5010.291992
	Iteration 49Q: 3 clusters Score -3089947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3089962.750000 Penalty: 5010.291992
	Iteration 50Q: 3 clusters Score -3089963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3089980.250000 Penalty: 5010.291992
	Iteration 51Q: 3 clusters Score -3089980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3090001.000000 Penalty: 5010.291992
	Iteration 52Q: 3 clusters Score -3090001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3090013.250000 Penalty: 5010.291992
	Iteration 53Q: 3 clusters Score -3090013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3090032.750000 Penalty: 5010.291992
	Iteration 54Q: 3 clusters Score -3090033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3090035.000000 Penalty: 5010.291992
	Iteration 55Q: 3 clusters Score -3090035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3090064.000000 Penalty: 5010.291992
	Iteration 56Q: 3 clusters Score -3090064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3090077.250000 Penalty: 5010.291992
	Iteration 57Q: 3 clusters Score -3090077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3090085.500000 Penalty: 5010.291992
	Iteration 58Q: 3 clusters Score -3090086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3090111.750000 Penalty: 5010.291992
	Iteration 59Q: 3 clusters Score -3090112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3090122.250000 Penalty: 5010.291992
	Iteration 60F: 3 clusters Score -3090122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3090123.000000 Penalty: 5010.291992
	Iteration 61Q: 3 clusters Score -3090123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3090134.750000 Penalty: 5010.291992
	Iteration 62Q: 3 clusters Score -3090135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3090150.750000 Penalty: 5010.291992
	Iteration 63Q: 3 clusters Score -3090151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3090158.500000 Penalty: 5010.291992
	Iteration 64Q: 3 clusters Score -3090158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3090168.500000 Penalty: 5010.291992
	Iteration 65Q: 3 clusters Score -3090168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3090169.000000 Penalty: 5010.291992
	Iteration 66Q: 3 clusters Score -3090169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3090173.000000 Penalty: 5010.291992
	Iteration 67Q: 3 clusters Score -3090173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3090178.500000 Penalty: 5010.291992
	Iteration 68Q: 3 clusters Score -3090178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3090185.250000 Penalty: 5010.291992
	Iteration 69Q: 3 clusters Score -3090185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3090185.750000 Penalty: 5010.291992
	Iteration 70Q: 3 clusters Score -3090186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3090205.500000 Penalty: 5010.291992
	Iteration 71Q: 3 clusters Score -3090206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3090208.000000 Penalty: 5010.291992
	Iteration 72Q: 3 clusters Score -3090208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3090218.000000 Penalty: 5010.291992
	Iteration 73Q: 3 clusters Score -3090218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3090232.000000 Penalty: 5010.291992
	Iteration 74Q: 3 clusters Score -3090232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3090242.750000 Penalty: 5010.291992
	Iteration 75Q: 3 clusters Score -3090243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3090245.750000 Penalty: 5010.291992
	Iteration 76Q: 3 clusters Score -3090246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3090252.000000 Penalty: 5010.291992
	Iteration 77Q: 3 clusters Score -3090252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3090258.750000 Penalty: 5010.291992
	Iteration 78Q: 3 clusters Score -3090259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3090265.000000 Penalty: 5010.291992
	Iteration 79Q: 3 clusters Score -3090265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3090287.750000 Penalty: 5010.291992
	Iteration 80F: 3 clusters Score -3090288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3090300.250000 Penalty: 5010.291992
	Iteration 81Q: 3 clusters Score -3090300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3090315.000000 Penalty: 5010.291992
	Iteration 82Q: 3 clusters Score -3090315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3090323.500000 Penalty: 5010.291992
	Iteration 83Q: 3 clusters Score -3090324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3090334.250000 Penalty: 5010.291992
	Iteration 84Q: 3 clusters Score -3090334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3090350.750000 Penalty: 5010.291992
	Iteration 85Q: 3 clusters Score -3090351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3090364.500000 Penalty: 5010.291992
	Iteration 86Q: 3 clusters Score -3090364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3090365.250000 Penalty: 5010.291992
	Iteration 87Q: 3 clusters Score -3090365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3090371.750000 Penalty: 5010.291992
	Iteration 88Q: 3 clusters Score -3090372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3090389.250000 Penalty: 5010.291992
	Iteration 89Q: 3 clusters Score -3090389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3090401.750000 Penalty: 5010.291992
	Iteration 90Q: 3 clusters Score -3090402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3090407.750000 Penalty: 5010.291992
	Iteration 91Q: 3 clusters Score -3090408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3090416.500000 Penalty: 5010.291992
	Iteration 92Q: 3 clusters Score -3090416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3090422.250000 Penalty: 5010.291992
	Iteration 93Q: 3 clusters Score -3090422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3090434.250000 Penalty: 5010.291992
	Iteration 94Q: 3 clusters Score -3090434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3090437.000000 Penalty: 5010.291992
	Iteration 95Q: 3 clusters Score -3090437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3090441.750000 Penalty: 5010.291992
	Iteration 96Q: 3 clusters Score -3090442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3090437.750000 Penalty: 5010.291992
	Iteration 97Q: 3 clusters Score -3090438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3090441.500000 Penalty: 5010.291992
	Iteration 98Q: 3 clusters Score -3090442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3090438.500000 Penalty: 5010.291992
	Iteration 99Q: 3 clusters Score -3090438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3090436.250000 Penalty: 5010.291992
	Iteration 100F: 3 clusters Score -3090436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3090435.500000 Penalty: 5010.291992
	Iteration 101Q: 3 clusters Score -3090436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3090444.000000 Penalty: 5010.291992
	Iteration 102Q: 3 clusters Score -3090444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3090445.750000 Penalty: 5010.291992
	Iteration 103Q: 3 clusters Score -3090446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3090444.500000 Penalty: 5010.291992
	Iteration 104Q: 3 clusters Score -3090444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3090439.500000 Penalty: 5010.291992
	Iteration 105Q: 3 clusters Score -3090440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3090441.500000 Penalty: 5010.291992
	Iteration 106Q: 3 clusters Score -3090442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3090447.000000 Penalty: 5010.291992
	Iteration 107Q: 3 clusters Score -3090447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3090452.000000 Penalty: 5010.291992
	Iteration 108Q: 3 clusters Score -3090452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3090459.250000 Penalty: 5010.291992
	Iteration 109Q: 3 clusters Score -3090459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3090457.500000 Penalty: 5010.291992
	Iteration 110Q: 3 clusters Score -3090458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3090465.500000 Penalty: 5010.291992
	Iteration 111Q: 3 clusters Score -3090466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3090471.750000 Penalty: 5010.291992
	Iteration 112Q: 3 clusters Score -3090472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3090480.000000 Penalty: 5010.291992
	Iteration 113Q: 3 clusters Score -3090480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3090477.500000 Penalty: 5010.291992
	Iteration 114Q: 3 clusters Score -3090478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3090480.000000 Penalty: 5010.291992
	Iteration 115Q: 3 clusters Score -3090480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3090485.750000 Penalty: 5010.291992
	Iteration 116Q: 3 clusters Score -3090486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3090487.250000 Penalty: 5010.291992
	Iteration 117Q: 3 clusters Score -3090487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3090493.250000 Penalty: 5010.291992
	Iteration 118Q: 3 clusters Score -3090493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3090491.250000 Penalty: 5010.291992
	Iteration 119Q: 3 clusters Score -3090491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3090490.500000 Penalty: 5010.291992
	Iteration 120F: 3 clusters Score -3090490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3090493.750000 Penalty: 5010.291992
	Iteration 121Q: 3 clusters Score -3090494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3090493.750000 Penalty: 5010.291992
	Iteration 122Q: 3 clusters Score -3090494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3090492.750000 Penalty: 5010.291992
	Iteration 123Q: 3 clusters Score -3090493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3090496.250000 Penalty: 5010.291992
	Iteration 124Q: 3 clusters Score -3090496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3090496.750000 Penalty: 5010.291992
	Iteration 125Q: 3 clusters Score -3090497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3090492.750000 Penalty: 5010.291992
	Iteration 126Q: 3 clusters Score -3090493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3090494.000000 Penalty: 5010.291992
	Iteration 127Q: 3 clusters Score -3090494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3090494.000000 Penalty: 5010.291992
	Iteration 128Q: 3 clusters Score -3090494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3090495.500000 Penalty: 5010.291992
	Iteration 129Q: 3 clusters Score -3090496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3090495.500000 Penalty: 5010.291992
	Iteration 130Q: 3 clusters Score -3090496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3090495.250000 Penalty: 5010.291992
	Iteration 131Q: 3 clusters Score -3090495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3090494.000000 Penalty: 5010.291992
	Iteration 132Q: 3 clusters Score -3090494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3090496.000000 Penalty: 5010.291992
	Iteration 133Q: 3 clusters Score -3090496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3090495.500000 Penalty: 5010.291992
	Iteration 134Q: 3 clusters Score -3090496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3090493.000000 Penalty: 5010.291992
	Iteration 135Q: 3 clusters Score -3090493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3090496.500000 Penalty: 5010.291992
	Iteration 136Q: 3 clusters Score -3090496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3090495.250000 Penalty: 5010.291992
	Iteration 137Q: 3 clusters Score -3090495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3090499.750000 Penalty: 5010.291992
	Iteration 138Q: 3 clusters Score -3090500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3090499.750000 Penalty: 5010.291992
	Iteration 139Q: 3 clusters Score -3090500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3090505.000000 Penalty: 5010.291992
	Iteration 140F: 3 clusters Score -3090505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3090516.000000 Penalty: 5010.291992
	Iteration 141Q: 3 clusters Score -3090516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3090515.500000 Penalty: 5010.291992
	Iteration 142Q: 3 clusters Score -3090516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3090521.250000 Penalty: 5010.291992
	Iteration 143Q: 3 clusters Score -3090521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3090515.500000 Penalty: 5010.291992
	Iteration 144Q: 3 clusters Score -3090516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3090515.500000 Penalty: 5010.291992
	Iteration 145F: 3 clusters Score -3090516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -37849.074219 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -37849.07 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 169 members 
Entering Unmasked Estep 
Score: -36687.472656 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -36687.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37080.765625 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37080.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37331.570312 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37331.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37724.738281 Penalty: 2929.059326
	Iteration 3F: 3 clusters Score -37724.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38329.738281 Penalty: 2929.059326
	Iteration 4F: 3 clusters Score -38329.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38697.109375 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38697.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38794.937500 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38794.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38827.445312 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38827.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38827.445312 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -38827.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 10259 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 39011 members 
Mstep: Class 14 contains 7543 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 61662 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 157858 members 
Mstep: Class 21 contains 372875 members 
Mstep: Class 22 contains 58103 members 
Mstep: Class 23 contains 12502 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 17163 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6186 members 
Mstep: Class 29 contains 29154 members 
Mstep: Class 30 contains 51431 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 5741 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 1164 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 18317 members 
Mstep: Class 43 contains 22740 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 24377 members 
Mstep: Class 46 contains 98 members 
Mstep: Class 47 contains 5949 members 
Mstep: Class 48 contains 288 members 
Mstep: Class 49 contains 1322 members 
Mstep: Class 50 contains 6232 members 
Mstep: Class 51 contains 269 members 
Entering Unmasked Estep 
Score: -142009792.000000 Penalty: 176731.625000
Splitting cluster 46 changes total score from -142010784.000000 to -142009792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -720813.625000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -720813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -715681.187500 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -715681.2 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -717052.750000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -717052.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -717323.250000 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -717323.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -717511.812500 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -717511.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -717662.812500 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -717662.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -717853.125000 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -717853.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -718083.812500 Penalty: 4310.725098
	Iteration 6F: 3 clusters Score -718083.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -718343.937500 Penalty: 4310.725098
	Iteration 7F: 3 clusters Score -718343.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -718595.062500 Penalty: 4310.725098
	Iteration 8F: 3 clusters Score -718595.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -718797.500000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -718797.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -718957.812500 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -718957.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -719085.187500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -719085.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -719164.312500 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -719164.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -719220.562500 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -719220.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -719262.937500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -719262.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -719291.937500 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -719291.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -719319.062500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -719319.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -719339.062500 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -719339.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -719344.312500 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -719344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -719352.250000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -719352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -719354.250000 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -719354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -719360.437500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -719360.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -719364.500000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -719364.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -719371.562500 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -719371.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -719376.125000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -719376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -719378.937500 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -719378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -719380.062500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -719380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -719382.125000 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -719382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -719381.312500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -719381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -719381.687500 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -719381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -719381.312500 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -719381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -719381.875000 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -719381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -719382.187500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -719382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -719384.562500 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -719384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -719383.812500 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -719383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -719384.062500 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -719384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -719383.812500 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -719383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -719384.937500 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -719384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -719384.937500 Penalty: 4310.725098
	Iteration 38F: 3 clusters Score -719384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -26252.201172 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -26252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25106.601562 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -25106.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25425.310547 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -25425.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25832.847656 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -25832.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26048.808594 Penalty: 2808.828369
	Iteration 3F: 3 clusters Score -26048.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26091.072266 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -26091.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26128.658203 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -26128.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26142.294922 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -26142.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26142.294922 Penalty: 2808.828369
	Iteration 7F: 3 clusters Score -26142.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -150393.625000 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -150393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148237.703125 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -148237.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148588.968750 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -148589 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148721.031250 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -148721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148798.531250 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -148798.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148840.796875 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -148840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148869.312500 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -148869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -148888.625000 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -148888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148904.093750 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -148904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -148915.109375 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -148915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -148922.578125 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -148922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148926.046875 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -148926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -148929.953125 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -148930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -148931.609375 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -148931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148933.687500 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -148933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -148938.406250 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -148938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -148939.125000 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -148939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -148939.125000 Penalty: 3564.702881
	Iteration 16F: 3 clusters Score -148939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -803726.437500 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -803726.4 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 3139 members 
Entering Unmasked Estep 
Score: -798421.000000 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -798421 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -799775.500000 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -799775.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -799986.437500 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -799986.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -800115.437500 Penalty: 4333.776367
	Iteration 3Q: 3 clusters Score -800115.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -800193.625000 Penalty: 4333.776367
	Iteration 4Q: 3 clusters Score -800193.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -800253.875000 Penalty: 4333.776367
	Iteration 5Q: 3 clusters Score -800253.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -800311.437500 Penalty: 4333.776367
	Iteration 6Q: 3 clusters Score -800311.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -800357.375000 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -800357.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -800392.875000 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -800392.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -800416.250000 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -800416.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -800438.562500 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -800438.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -800465.687500 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -800465.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -800488.125000 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -800488.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -800508.500000 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -800508.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -800523.625000 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -800523.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -800536.375000 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -800536.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -800552.125000 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -800552.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -800573.937500 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -800573.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -800600.125000 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -800600.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -800626.062500 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -800626.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -800644.812500 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -800644.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -800671.750000 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -800671.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -800709.750000 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -800709.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -800754.125000 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -800754.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -800788.250000 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -800788.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -800828.500000 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -800828.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -800874.187500 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -800874.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -800934.375000 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -800934.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -801001.625000 Penalty: 4333.776367
	Iteration 28Q: 3 clusters Score -801001.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -801078.875000 Penalty: 4333.776367
	Iteration 29Q: 3 clusters Score -801078.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -801174.875000 Penalty: 4333.776367
	Iteration 30Q: 3 clusters Score -801174.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -801256.937500 Penalty: 4333.776367
	Iteration 31Q: 3 clusters Score -801256.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -801331.000000 Penalty: 4333.776367
	Iteration 32Q: 3 clusters Score -801331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -801399.562500 Penalty: 4333.776367
	Iteration 33Q: 3 clusters Score -801399.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -801467.687500 Penalty: 4333.776367
	Iteration 34Q: 3 clusters Score -801467.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -801525.625000 Penalty: 4333.776367
	Iteration 35Q: 3 clusters Score -801525.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -801569.625000 Penalty: 4333.776367
	Iteration 36Q: 3 clusters Score -801569.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -801610.062500 Penalty: 4333.776367
	Iteration 37Q: 3 clusters Score -801610.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -801639.062500 Penalty: 4333.776367
	Iteration 38Q: 3 clusters Score -801639.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -801674.875000 Penalty: 4333.776367
	Iteration 39Q: 3 clusters Score -801674.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -801703.750000 Penalty: 4333.776367
	Iteration 40F: 3 clusters Score -801703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -801720.000000 Penalty: 4333.776367
	Iteration 41Q: 3 clusters Score -801720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -801734.562500 Penalty: 4333.776367
	Iteration 42Q: 3 clusters Score -801734.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -801742.562500 Penalty: 4333.776367
	Iteration 43Q: 3 clusters Score -801742.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -801746.562500 Penalty: 4333.776367
	Iteration 44Q: 3 clusters Score -801746.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -801756.250000 Penalty: 4333.776367
	Iteration 45Q: 3 clusters Score -801756.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -801763.937500 Penalty: 4333.776367
	Iteration 46Q: 3 clusters Score -801763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -801769.562500 Penalty: 4333.776367
	Iteration 47Q: 3 clusters Score -801769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -801772.312500 Penalty: 4333.776367
	Iteration 48Q: 3 clusters Score -801772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -801776.625000 Penalty: 4333.776367
	Iteration 49Q: 3 clusters Score -801776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -801782.812500 Penalty: 4333.776367
	Iteration 50Q: 3 clusters Score -801782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -801783.875000 Penalty: 4333.776367
	Iteration 51Q: 3 clusters Score -801783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -801785.437500 Penalty: 4333.776367
	Iteration 52Q: 3 clusters Score -801785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -801786.937500 Penalty: 4333.776367
	Iteration 53Q: 3 clusters Score -801786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -801786.937500 Penalty: 4333.776367
	Iteration 54F: 3 clusters Score -801786.9 nChanged 0
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -433022784.000000 Penalty: 186889.093750
23->51 Clusters: Score -433022784.000000, best is -433076160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 51270 members 
Mstep: Class 3 contains 50585 members 
Mstep: Class 4 contains 50879 members 
Mstep: Class 5 contains 50862 members 
Mstep: Class 6 contains 51159 members 
Mstep: Class 7 contains 50944 members 
Mstep: Class 8 contains 50858 members 
Mstep: Class 9 contains 51151 members 
Mstep: Class 10 contains 50954 members 
Mstep: Class 11 contains 50407 members 
Mstep: Class 12 contains 50419 members 
Mstep: Class 13 contains 50749 members 
Mstep: Class 14 contains 50797 members 
Mstep: Class 15 contains 50939 members 
Mstep: Class 16 contains 51024 members 
Mstep: Class 17 contains 51242 members 
Mstep: Class 18 contains 51017 members 
Mstep: Class 19 contains 50828 members 
Mstep: Class 20 contains 51160 members 
Mstep: Class 21 contains 50848 members 
Mstep: Class 22 contains 50531 members 
Mstep: Class 23 contains 51120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 816.852173 but Gain 3465.320312
Score: -133224536.000000 Penalty: 76237.171875
Iteration 0F: 23 clusters Score -1.332245e+08 nChanged 1118548
Entering Unmasked Mstep 
Mstep: Class 0 contains 5338 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 82172 members 
Mstep: Class 3 contains 43275 members 
Mstep: Class 5 contains 28996 members 
Mstep: Class 6 contains 13607 members 
Mstep: Class 7 contains 20278 members 
Mstep: Class 8 contains 246778 members 
Mstep: Class 9 contains 61913 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 23270 members 
Mstep: Class 12 contains 10775 members 
Mstep: Class 13 contains 32289 members 
Mstep: Class 14 contains 31122 members 
Mstep: Class 15 contains 40454 members 
Mstep: Class 16 contains 8942 members 
Mstep: Class 17 contains 46432 members 
Mstep: Class 18 contains 95761 members 
Mstep: Class 19 contains 40205 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 21 contains 212168 members 
Mstep: Class 22 contains 35276 members 
Mstep: Class 23 contains 64762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -138864768.000000 Penalty: 76237.171875
Iteration 1F: 23 clusters Score -1.388648e+08 nChanged 488116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4131 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 67054 members 
Mstep: Class 3 contains 41433 members 
Mstep: Class 5 contains 34306 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 10166 members 
Mstep: Class 8 contains 366329 members 
Mstep: Class 9 contains 41334 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 31327 members 
Mstep: Class 12 contains 4692 members 
Mstep: Class 13 contains 34482 members 
Mstep: Class 14 contains 17086 members 
Mstep: Class 15 contains 25885 members 
Mstep: Class 16 contains 8431 members 
Mstep: Class 17 contains 29196 members 
Mstep: Class 18 contains 85434 members 
Mstep: Class 19 contains 41233 members 
Mstep: Class 20 contains 10539 members 
Mstep: Class 21 contains 255816 members 
Mstep: Class 22 contains 17181 members 
Mstep: Class 23 contains 28626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140159616.000000 Penalty: 76237.171875
Iteration 2F: 23 clusters Score -1.401596e+08 nChanged 315348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3390 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 47949 members 
Mstep: Class 3 contains 50747 members 
Mstep: Class 5 contains 40421 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 410244 members 
Mstep: Class 9 contains 33616 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 41832 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 44545 members 
Mstep: Class 14 contains 12145 members 
Mstep: Class 15 contains 17470 members 
Mstep: Class 16 contains 9503 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 74442 members 
Mstep: Class 19 contains 56520 members 
Mstep: Class 20 contains 11029 members 
Mstep: Class 21 contains 246348 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 20347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140699472.000000 Penalty: 76237.171875
Iteration 3F: 23 clusters Score -1.406995e+08 nChanged 217558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2312 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 35970 members 
Mstep: Class 3 contains 60200 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 423739 members 
Mstep: Class 9 contains 31125 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 49123 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 50385 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 15 contains 14480 members 
Mstep: Class 16 contains 11896 members 
Mstep: Class 17 contains 18537 members 
Mstep: Class 18 contains 65832 members 
Mstep: Class 19 contains 67774 members 
Mstep: Class 20 contains 11505 members 
Mstep: Class 21 contains 231025 members 
Mstep: Class 22 contains 4760 members 
Mstep: Class 23 contains 18327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141066976.000000 Penalty: 76237.171875
Iteration 4F: 23 clusters Score -1.41067e+08 nChanged 145756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1274 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 30471 members 
Mstep: Class 3 contains 65354 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 10294 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 429688 members 
Mstep: Class 9 contains 29387 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 53050 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 51183 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 14868 members 
Mstep: Class 17 contains 16564 members 
Mstep: Class 18 contains 56634 members 
Mstep: Class 19 contains 72591 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 21 contains 224025 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 17521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141261328.000000 Penalty: 76237.171875
Iteration 5F: 23 clusters Score -1.412613e+08 nChanged 104496
Entering Unmasked Mstep 
Mstep: Class 0 contains 693 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 31556 members 
Mstep: Class 3 contains 65986 members 
Mstep: Class 5 contains 45797 members 
Mstep: Class 6 contains 11042 members 
Mstep: Class 7 contains 3320 members 
Mstep: Class 8 contains 428156 members 
Mstep: Class 9 contains 28611 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 55108 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 49447 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 17198 members 
Mstep: Class 17 contains 15169 members 
Mstep: Class 18 contains 48279 members 
Mstep: Class 19 contains 74756 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 223810 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 17044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141378384.000000 Penalty: 76237.171875
Iteration 6F: 23 clusters Score -1.413784e+08 nChanged 80719
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 64460 members 
Mstep: Class 5 contains 46654 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 424639 members 
Mstep: Class 9 contains 28683 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 11 contains 56435 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 46836 members 
Mstep: Class 14 contains 16505 members 
Mstep: Class 15 contains 18996 members 
Mstep: Class 16 contains 18252 members 
Mstep: Class 17 contains 14117 members 
Mstep: Class 18 contains 42121 members 
Mstep: Class 19 contains 76022 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 224646 members 
Mstep: Class 22 contains 4191 members 
Mstep: Class 23 contains 16742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141450704.000000 Penalty: 76237.171875
Iteration 7F: 23 clusters Score -1.414507e+08 nChanged 63635
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 38058 members 
Mstep: Class 3 contains 62401 members 
Mstep: Class 5 contains 47456 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 4871 members 
Mstep: Class 8 contains 421894 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 58297 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 18848 members 
Mstep: Class 15 contains 21331 members 
Mstep: Class 16 contains 18471 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 38241 members 
Mstep: Class 19 contains 76881 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 224976 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 16317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141500592.000000 Penalty: 76237.171875
Iteration 8F: 23 clusters Score -1.415006e+08 nChanged 52341
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40779 members 
Mstep: Class 3 contains 60385 members 
Mstep: Class 5 contains 48344 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 420215 members 
Mstep: Class 9 contains 28100 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 59219 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 41586 members 
Mstep: Class 14 contains 20862 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 18364 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 35753 members 
Mstep: Class 19 contains 77513 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 224357 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 15789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141543408.000000 Penalty: 76237.171875
Iteration 9Q: 23 clusters Score -1.415434e+08 nChanged 44237
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 43140 members 
Mstep: Class 3 contains 58359 members 
Mstep: Class 5 contains 49288 members 
Mstep: Class 6 contains 14385 members 
Mstep: Class 7 contains 5440 members 
Mstep: Class 8 contains 419726 members 
Mstep: Class 9 contains 27839 members 
Mstep: Class 10 contains 1880 members 
Mstep: Class 11 contains 58968 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 39462 members 
Mstep: Class 14 contains 22445 members 
Mstep: Class 15 contains 25898 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 34044 members 
Mstep: Class 19 contains 77993 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 222963 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 15085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141569952.000000 Penalty: 76237.171875
Iteration 10Q: 23 clusters Score -1.4157e+08 nChanged 37346
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 45122 members 
Mstep: Class 3 contains 56480 members 
Mstep: Class 5 contains 50231 members 
Mstep: Class 6 contains 15667 members 
Mstep: Class 7 contains 5545 members 
Mstep: Class 8 contains 419851 members 
Mstep: Class 9 contains 27759 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 58036 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 37613 members 
Mstep: Class 14 contains 23690 members 
Mstep: Class 15 contains 28048 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 8103 members 
Mstep: Class 18 contains 32948 members 
Mstep: Class 19 contains 78438 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 221018 members 
Mstep: Class 22 contains 8366 members 
Mstep: Class 23 contains 14219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141590192.000000 Penalty: 76237.171875
Iteration 11Q: 23 clusters Score -1.415902e+08 nChanged 31854
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 54682 members 
Mstep: Class 5 contains 51196 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 420122 members 
Mstep: Class 9 contains 27863 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 56733 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 36115 members 
Mstep: Class 14 contains 24578 members 
Mstep: Class 15 contains 30005 members 
Mstep: Class 16 contains 17301 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 78919 members 
Mstep: Class 20 contains 12831 members 
Mstep: Class 21 contains 219038 members 
Mstep: Class 22 contains 9576 members 
Mstep: Class 23 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141605280.000000 Penalty: 76237.171875
Iteration 12Q: 23 clusters Score -1.416053e+08 nChanged 27773
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 48278 members 
Mstep: Class 3 contains 53025 members 
Mstep: Class 5 contains 51936 members 
Mstep: Class 6 contains 17445 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 420578 members 
Mstep: Class 9 contains 28027 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 55377 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 34946 members 
Mstep: Class 14 contains 24951 members 
Mstep: Class 15 contains 31802 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 31708 members 
Mstep: Class 19 contains 79386 members 
Mstep: Class 20 contains 12693 members 
Mstep: Class 21 contains 216967 members 
Mstep: Class 22 contains 10674 members 
Mstep: Class 23 contains 11912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141618384.000000 Penalty: 76237.171875
Iteration 13Q: 23 clusters Score -1.416184e+08 nChanged 25180
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 49476 members 
Mstep: Class 3 contains 51287 members 
Mstep: Class 5 contains 52446 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 5771 members 
Mstep: Class 8 contains 421114 members 
Mstep: Class 9 contains 28196 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 53972 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 33986 members 
Mstep: Class 14 contains 24855 members 
Mstep: Class 15 contains 33446 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 31308 members 
Mstep: Class 19 contains 79898 members 
Mstep: Class 20 contains 12588 members 
Mstep: Class 21 contains 215141 members 
Mstep: Class 22 contains 11763 members 
Mstep: Class 23 contains 10783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141629056.000000 Penalty: 76237.171875
Iteration 14Q: 23 clusters Score -1.416291e+08 nChanged 22792
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 49579 members 
Mstep: Class 5 contains 52802 members 
Mstep: Class 6 contains 18764 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 421558 members 
Mstep: Class 9 contains 28356 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 52630 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 33215 members 
Mstep: Class 14 contains 24355 members 
Mstep: Class 15 contains 34873 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 31072 members 
Mstep: Class 19 contains 80423 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 213498 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141638896.000000 Penalty: 76237.171875
Iteration 15Q: 23 clusters Score -1.416389e+08 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 51415 members 
Mstep: Class 3 contains 47947 members 
Mstep: Class 5 contains 52950 members 
Mstep: Class 6 contains 19239 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 421802 members 
Mstep: Class 9 contains 28496 members 
Mstep: Class 10 contains 1876 members 
Mstep: Class 11 contains 51328 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 32666 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 36158 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 30965 members 
Mstep: Class 19 contains 80919 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 212208 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 9802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141646512.000000 Penalty: 76237.171875
Iteration 16Q: 23 clusters Score -1.416465e+08 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52120 members 
Mstep: Class 3 contains 46223 members 
Mstep: Class 5 contains 53025 members 
Mstep: Class 6 contains 19554 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 421916 members 
Mstep: Class 9 contains 28585 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 50105 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 13 contains 32244 members 
Mstep: Class 14 contains 23372 members 
Mstep: Class 15 contains 37143 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 31050 members 
Mstep: Class 19 contains 81479 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 211223 members 
Mstep: Class 22 contains 14764 members 
Mstep: Class 23 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141655552.000000 Penalty: 76237.171875
Iteration 17Q: 23 clusters Score -1.416556e+08 nChanged 17460
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52698 members 
Mstep: Class 3 contains 44518 members 
Mstep: Class 5 contains 52993 members 
Mstep: Class 6 contains 19773 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 421937 members 
Mstep: Class 9 contains 28657 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 11 contains 49080 members 
Mstep: Class 12 contains 12405 members 
Mstep: Class 13 contains 31934 members 
Mstep: Class 14 contains 23463 members 
Mstep: Class 15 contains 37978 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 31266 members 
Mstep: Class 19 contains 82031 members 
Mstep: Class 20 contains 12388 members 
Mstep: Class 21 contains 210140 members 
Mstep: Class 22 contains 15746 members 
Mstep: Class 23 contains 9531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141662688.000000 Penalty: 76237.171875
Iteration 18Q: 23 clusters Score -1.416627e+08 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 53206 members 
Mstep: Class 3 contains 42830 members 
Mstep: Class 5 contains 52857 members 
Mstep: Class 6 contains 19961 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 421886 members 
Mstep: Class 9 contains 28731 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 48211 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 31711 members 
Mstep: Class 14 contains 23792 members 
Mstep: Class 15 contains 38654 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 31534 members 
Mstep: Class 19 contains 82614 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 209235 members 
Mstep: Class 22 contains 16696 members 
Mstep: Class 23 contains 9487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141669264.000000 Penalty: 76237.171875
Iteration 19Q: 23 clusters Score -1.416693e+08 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 53679 members 
Mstep: Class 3 contains 41148 members 
Mstep: Class 5 contains 52682 members 
Mstep: Class 6 contains 20107 members 
Mstep: Class 7 contains 6396 members 
Mstep: Class 8 contains 421777 members 
Mstep: Class 9 contains 28761 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 47464 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 13 contains 31548 members 
Mstep: Class 14 contains 24181 members 
Mstep: Class 15 contains 39210 members 
Mstep: Class 16 contains 17744 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 31794 members 
Mstep: Class 19 contains 83185 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 208580 members 
Mstep: Class 22 contains 17582 members 
Mstep: Class 23 contains 9445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141689776.000000 Penalty: 76237.171875
Iteration 20F: 23 clusters Score -1.416898e+08 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 54090 members 
Mstep: Class 3 contains 39551 members 
Mstep: Class 5 contains 52455 members 
Mstep: Class 6 contains 20418 members 
Mstep: Class 7 contains 6563 members 
Mstep: Class 8 contains 421569 members 
Mstep: Class 9 contains 28782 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 46819 members 
Mstep: Class 12 contains 16640 members 
Mstep: Class 13 contains 31251 members 
Mstep: Class 14 contains 24465 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 17893 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 31985 members 
Mstep: Class 19 contains 83667 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 207972 members 
Mstep: Class 22 contains 18507 members 
Mstep: Class 23 contains 6068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141707936.000000 Penalty: 76237.171875
Iteration 21Q: 23 clusters Score -1.417079e+08 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 54433 members 
Mstep: Class 3 contains 38037 members 
Mstep: Class 5 contains 52247 members 
Mstep: Class 6 contains 20674 members 
Mstep: Class 7 contains 6713 members 
Mstep: Class 8 contains 421457 members 
Mstep: Class 9 contains 28746 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 46324 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 31025 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 39991 members 
Mstep: Class 16 contains 18084 members 
Mstep: Class 17 contains 5040 members 
Mstep: Class 18 contains 32177 members 
Mstep: Class 19 contains 84355 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 207541 members 
Mstep: Class 22 contains 19425 members 
Mstep: Class 23 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141713248.000000 Penalty: 76237.171875
Iteration 22Q: 23 clusters Score -1.417132e+08 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 54766 members 
Mstep: Class 3 contains 36696 members 
Mstep: Class 5 contains 52114 members 
Mstep: Class 6 contains 20918 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 421383 members 
Mstep: Class 9 contains 28708 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 45900 members 
Mstep: Class 12 contains 18297 members 
Mstep: Class 13 contains 30846 members 
Mstep: Class 14 contains 25281 members 
Mstep: Class 15 contains 40204 members 
Mstep: Class 16 contains 18225 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 85106 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 207141 members 
Mstep: Class 22 contains 20254 members 
Mstep: Class 23 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141716016.000000 Penalty: 76237.171875
Iteration 23Q: 23 clusters Score -1.41716e+08 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 55090 members 
Mstep: Class 3 contains 35372 members 
Mstep: Class 5 contains 51987 members 
Mstep: Class 6 contains 21164 members 
Mstep: Class 7 contains 6933 members 
Mstep: Class 8 contains 421425 members 
Mstep: Class 9 contains 28693 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 45514 members 
Mstep: Class 12 contains 18276 members 
Mstep: Class 13 contains 30654 members 
Mstep: Class 14 contains 25648 members 
Mstep: Class 15 contains 40334 members 
Mstep: Class 16 contains 18419 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 18 contains 32484 members 
Mstep: Class 19 contains 85767 members 
Mstep: Class 20 contains 12173 members 
Mstep: Class 21 contains 206833 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141718496.000000 Penalty: 76237.171875
Iteration 24Q: 23 clusters Score -1.417185e+08 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 55373 members 
Mstep: Class 3 contains 34211 members 
Mstep: Class 5 contains 51936 members 
Mstep: Class 6 contains 21398 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 421453 members 
Mstep: Class 9 contains 28654 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 45199 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 30456 members 
Mstep: Class 14 contains 25996 members 
Mstep: Class 15 contains 40416 members 
Mstep: Class 16 contains 18571 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 32540 members 
Mstep: Class 19 contains 86432 members 
Mstep: Class 20 contains 12147 members 
Mstep: Class 21 contains 206471 members 
Mstep: Class 22 contains 21636 members 
Mstep: Class 23 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141721328.000000 Penalty: 76237.171875
Iteration 25Q: 23 clusters Score -1.417213e+08 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 55614 members 
Mstep: Class 3 contains 33128 members 
Mstep: Class 5 contains 51872 members 
Mstep: Class 6 contains 21617 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 421630 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 44895 members 
Mstep: Class 12 contains 18163 members 
Mstep: Class 13 contains 30266 members 
Mstep: Class 14 contains 26324 members 
Mstep: Class 15 contains 40401 members 
Mstep: Class 16 contains 18749 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 87068 members 
Mstep: Class 20 contains 12124 members 
Mstep: Class 21 contains 206099 members 
Mstep: Class 22 contains 22226 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141724160.000000 Penalty: 76237.171875
Iteration 26Q: 23 clusters Score -1.417242e+08 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 55856 members 
Mstep: Class 3 contains 32181 members 
Mstep: Class 5 contains 51897 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 421803 members 
Mstep: Class 9 contains 28507 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 18130 members 
Mstep: Class 13 contains 30079 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 40408 members 
Mstep: Class 16 contains 18916 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 32673 members 
Mstep: Class 19 contains 87673 members 
Mstep: Class 20 contains 12112 members 
Mstep: Class 21 contains 205643 members 
Mstep: Class 22 contains 22740 members 
Mstep: Class 23 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141726240.000000 Penalty: 76237.171875
Iteration 27Q: 23 clusters Score -1.417262e+08 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 56067 members 
Mstep: Class 3 contains 31321 members 
Mstep: Class 5 contains 51975 members 
Mstep: Class 6 contains 21948 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 422199 members 
Mstep: Class 9 contains 28373 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 44405 members 
Mstep: Class 12 contains 18111 members 
Mstep: Class 13 contains 29896 members 
Mstep: Class 14 contains 26851 members 
Mstep: Class 15 contains 40306 members 
Mstep: Class 16 contains 19073 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 32793 members 
Mstep: Class 19 contains 88279 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 21 contains 205003 members 
Mstep: Class 22 contains 23181 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141728176.000000 Penalty: 76237.171875
Iteration 28Q: 23 clusters Score -1.417282e+08 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 56221 members 
Mstep: Class 3 contains 30479 members 
Mstep: Class 5 contains 52092 members 
Mstep: Class 6 contains 22103 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 422715 members 
Mstep: Class 9 contains 28255 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 29711 members 
Mstep: Class 14 contains 27099 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 19233 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 32907 members 
Mstep: Class 19 contains 88883 members 
Mstep: Class 20 contains 12091 members 
Mstep: Class 21 contains 204270 members 
Mstep: Class 22 contains 23624 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141731296.000000 Penalty: 76237.171875
Iteration 29Q: 23 clusters Score -1.417313e+08 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 56368 members 
Mstep: Class 3 contains 29703 members 
Mstep: Class 5 contains 52206 members 
Mstep: Class 6 contains 22196 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 423377 members 
Mstep: Class 9 contains 28129 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 43981 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 27369 members 
Mstep: Class 15 contains 40037 members 
Mstep: Class 16 contains 19379 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 33029 members 
Mstep: Class 19 contains 89471 members 
Mstep: Class 20 contains 12087 members 
Mstep: Class 21 contains 203225 members 
Mstep: Class 22 contains 24067 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141733392.000000 Penalty: 76237.171875
Iteration 30Q: 23 clusters Score -1.417334e+08 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 56531 members 
Mstep: Class 3 contains 28966 members 
Mstep: Class 5 contains 52311 members 
Mstep: Class 6 contains 22231 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 423902 members 
Mstep: Class 9 contains 28017 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 43786 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 29434 members 
Mstep: Class 14 contains 27658 members 
Mstep: Class 15 contains 39935 members 
Mstep: Class 16 contains 19500 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 33117 members 
Mstep: Class 19 contains 90195 members 
Mstep: Class 20 contains 12094 members 
Mstep: Class 21 contains 202178 members 
Mstep: Class 22 contains 24465 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141735520.000000 Penalty: 76237.171875
Iteration 31Q: 23 clusters Score -1.417355e+08 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 56677 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 5 contains 52354 members 
Mstep: Class 6 contains 22248 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 424302 members 
Mstep: Class 9 contains 27872 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 43625 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 27869 members 
Mstep: Class 15 contains 39770 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 33257 members 
Mstep: Class 19 contains 91032 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 201220 members 
Mstep: Class 22 contains 24846 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141738304.000000 Penalty: 76237.171875
Iteration 32Q: 23 clusters Score -1.417383e+08 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 56807 members 
Mstep: Class 3 contains 27755 members 
Mstep: Class 5 contains 52353 members 
Mstep: Class 6 contains 22249 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 424743 members 
Mstep: Class 9 contains 27708 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 43467 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 29196 members 
Mstep: Class 14 contains 28038 members 
Mstep: Class 15 contains 39534 members 
Mstep: Class 16 contains 19720 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 33392 members 
Mstep: Class 19 contains 91858 members 
Mstep: Class 20 contains 12136 members 
Mstep: Class 21 contains 200298 members 
Mstep: Class 22 contains 25272 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141739952.000000 Penalty: 76237.171875
Iteration 33Q: 23 clusters Score -1.4174e+08 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 56908 members 
Mstep: Class 3 contains 27275 members 
Mstep: Class 5 contains 52266 members 
Mstep: Class 6 contains 22225 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 425136 members 
Mstep: Class 9 contains 27536 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 43353 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 29119 members 
Mstep: Class 14 contains 28149 members 
Mstep: Class 15 contains 39285 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 33496 members 
Mstep: Class 19 contains 92664 members 
Mstep: Class 20 contains 12165 members 
Mstep: Class 21 contains 199337 members 
Mstep: Class 22 contains 25755 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741856.000000 Penalty: 76237.171875
Iteration 34Q: 23 clusters Score -1.417419e+08 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 57011 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 5 contains 52094 members 
Mstep: Class 6 contains 22144 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 425307 members 
Mstep: Class 9 contains 27392 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 43239 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 39002 members 
Mstep: Class 16 contains 19987 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 33654 members 
Mstep: Class 19 contains 93486 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 198485 members 
Mstep: Class 22 contains 26326 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141743408.000000 Penalty: 76237.171875
Iteration 35Q: 23 clusters Score -1.417434e+08 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57100 members 
Mstep: Class 3 contains 26556 members 
Mstep: Class 5 contains 51832 members 
Mstep: Class 6 contains 22007 members 
Mstep: Class 7 contains 7527 members 
Mstep: Class 8 contains 425446 members 
Mstep: Class 9 contains 27269 members 
Mstep: Class 10 contains 1863 members 
Mstep: Class 11 contains 43140 members 
Mstep: Class 12 contains 18069 members 
Mstep: Class 13 contains 28968 members 
Mstep: Class 14 contains 28284 members 
Mstep: Class 15 contains 38694 members 
Mstep: Class 16 contains 20058 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 33822 members 
Mstep: Class 19 contains 94311 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 197646 members 
Mstep: Class 22 contains 26887 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141745456.000000 Penalty: 76237.171875
Iteration 36Q: 23 clusters Score -1.417455e+08 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57209 members 
Mstep: Class 3 contains 26333 members 
Mstep: Class 5 contains 51705 members 
Mstep: Class 6 contains 21783 members 
Mstep: Class 7 contains 7595 members 
Mstep: Class 8 contains 425435 members 
Mstep: Class 9 contains 27162 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 43062 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 28880 members 
Mstep: Class 14 contains 28325 members 
Mstep: Class 15 contains 38368 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 33982 members 
Mstep: Class 19 contains 95120 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 196860 members 
Mstep: Class 22 contains 27395 members 
Mstep: Class 23 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747728.000000 Penalty: 76237.171875
Iteration 37Q: 23 clusters Score -1.417477e+08 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57337 members 
Mstep: Class 3 contains 26152 members 
Mstep: Class 5 contains 51665 members 
Mstep: Class 6 contains 21519 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 425355 members 
Mstep: Class 9 contains 27075 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 11 contains 42994 members 
Mstep: Class 12 contains 18061 members 
Mstep: Class 13 contains 28795 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 38008 members 
Mstep: Class 16 contains 20200 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 34074 members 
Mstep: Class 19 contains 95922 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 196123 members 
Mstep: Class 22 contains 27954 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141749712.000000 Penalty: 76237.171875
Iteration 38Q: 23 clusters Score -1.417497e+08 nChanged 6374
Entering ConstructFrom: 
Score: -141749712.000000 Penalty: 76237.171875
Entering ConstructFrom: 
Trying to split cluster 1 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -250360.500000 Penalty: 1943.909058
	Iteration 0F: 2 clusters Score -250360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -247954.187500 Penalty: 3887.818115
	Iteration 0F: 3 clusters Score -247954.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -253820.078125 Penalty: 3887.818115
	Iteration 1F: 3 clusters Score -253820.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -258235.406250 Penalty: 3887.818115
	Iteration 2F: 3 clusters Score -258235.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -259968.656250 Penalty: 3887.818115
	Iteration 3F: 3 clusters Score -259968.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -260766.140625 Penalty: 3887.818115
	Iteration 4Q: 3 clusters Score -260766.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -261504.937500 Penalty: 3887.818115
	Iteration 5Q: 3 clusters Score -261504.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -262054.265625 Penalty: 3887.818115
	Iteration 6Q: 3 clusters Score -262054.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -262544.656250 Penalty: 3887.818115
	Iteration 7Q: 3 clusters Score -262544.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -263255.125000 Penalty: 3887.818115
	Iteration 8Q: 3 clusters Score -263255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263566.375000 Penalty: 3887.818115
	Iteration 9Q: 3 clusters Score -263566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -263505.906250 Penalty: 3887.818115
	Iteration 10Q: 3 clusters Score -263505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263564.968750 Penalty: 3887.818115
	Iteration 11Q: 3 clusters Score -263565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263564.968750 Penalty: 3887.818115
	Iteration 12F: 3 clusters Score -263565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 51701 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 425282 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
Score: -141765776.000000 Penalty: 79702.492188
Splitting cluster 1 changes total score from -141749712.000000 to -141765776.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (57468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Entering Unmasked Estep 
Score: -7276832.000000 Penalty: 2717.827881
	Iteration 0F: 2 clusters Score -7276832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7238380.500000 Penalty: 5435.655762
	Iteration 0F: 3 clusters Score -7238380 nChanged 26662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -7253188.500000 Penalty: 5435.655762
	Iteration 1F: 3 clusters Score -7253188 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -7253730.500000 Penalty: 5435.655762
	Iteration 2Q: 3 clusters Score -7253730 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -7254210.500000 Penalty: 5435.655762
	Iteration 3Q: 3 clusters Score -7254210 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -7254659.000000 Penalty: 5435.655762
	Iteration 4Q: 3 clusters Score -7254659 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -7255175.500000 Penalty: 5435.655762
	Iteration 5Q: 3 clusters Score -7255176 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -7255680.500000 Penalty: 5435.655762
	Iteration 6Q: 3 clusters Score -7255680 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -7256428.500000 Penalty: 5435.655762
	Iteration 7Q: 3 clusters Score -7256428 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -7257371.500000 Penalty: 5435.655762
	Iteration 8Q: 3 clusters Score -7257372 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -7258661.000000 Penalty: 5435.655762
	Iteration 9Q: 3 clusters Score -7258661 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7260355.500000 Penalty: 5435.655762
	Iteration 10Q: 3 clusters Score -7260356 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -7262349.000000 Penalty: 5435.655762
	Iteration 11F: 3 clusters Score -7262349 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -7264581.500000 Penalty: 5435.655762
	Iteration 12F: 3 clusters Score -7264582 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -7266679.500000 Penalty: 5435.655762
	Iteration 13Q: 3 clusters Score -7266680 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -7268392.000000 Penalty: 5435.655762
	Iteration 14Q: 3 clusters Score -7268392 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -7269617.000000 Penalty: 5435.655762
	Iteration 15Q: 3 clusters Score -7269617 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -7270448.500000 Penalty: 5435.655762
	Iteration 16Q: 3 clusters Score -7270448 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7271048.000000 Penalty: 5435.655762
	Iteration 17Q: 3 clusters Score -7271048 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -7271460.500000 Penalty: 5435.655762
	Iteration 18Q: 3 clusters Score -7271460 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -7271745.000000 Penalty: 5435.655762
	Iteration 19Q: 3 clusters Score -7271745 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7271936.500000 Penalty: 5435.655762
	Iteration 20F: 3 clusters Score -7271936 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -7272049.500000 Penalty: 5435.655762
	Iteration 21Q: 3 clusters Score -7272050 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -7272192.500000 Penalty: 5435.655762
	Iteration 22Q: 3 clusters Score -7272192 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -7272285.500000 Penalty: 5435.655762
	Iteration 23Q: 3 clusters Score -7272286 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -7272417.000000 Penalty: 5435.655762
	Iteration 24Q: 3 clusters Score -7272417 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -7272534.000000 Penalty: 5435.655762
	Iteration 25Q: 3 clusters Score -7272534 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7272626.000000 Penalty: 5435.655762
	Iteration 26Q: 3 clusters Score -7272626 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7272712.500000 Penalty: 5435.655762
	Iteration 27Q: 3 clusters Score -7272712 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -7272803.500000 Penalty: 5435.655762
	Iteration 28Q: 3 clusters Score -7272804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -7272906.500000 Penalty: 5435.655762
	Iteration 29Q: 3 clusters Score -7272906 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -7272990.000000 Penalty: 5435.655762
	Iteration 30Q: 3 clusters Score -7272990 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -7273113.000000 Penalty: 5435.655762
	Iteration 31Q: 3 clusters Score -7273113 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -7273219.500000 Penalty: 5435.655762
	Iteration 32Q: 3 clusters Score -7273220 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7273290.000000 Penalty: 5435.655762
	Iteration 33Q: 3 clusters Score -7273290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7273389.500000 Penalty: 5435.655762
	Iteration 34Q: 3 clusters Score -7273390 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7273502.500000 Penalty: 5435.655762
	Iteration 35Q: 3 clusters Score -7273502 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7273573.500000 Penalty: 5435.655762
	Iteration 36Q: 3 clusters Score -7273574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7273670.000000 Penalty: 5435.655762
	Iteration 37Q: 3 clusters Score -7273670 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7273760.500000 Penalty: 5435.655762
	Iteration 38Q: 3 clusters Score -7273760 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7273832.000000 Penalty: 5435.655762
	Iteration 39Q: 3 clusters Score -7273832 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7273933.000000 Penalty: 5435.655762
	Iteration 40F: 3 clusters Score -7273933 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7273984.000000 Penalty: 5435.655762
	Iteration 41Q: 3 clusters Score -7273984 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7274064.000000 Penalty: 5435.655762
	Iteration 42Q: 3 clusters Score -7274064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7274125.500000 Penalty: 5435.655762
	Iteration 43Q: 3 clusters Score -7274126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7274169.500000 Penalty: 5435.655762
	Iteration 44Q: 3 clusters Score -7274170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7274223.500000 Penalty: 5435.655762
	Iteration 45Q: 3 clusters Score -7274224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7274278.000000 Penalty: 5435.655762
	Iteration 46Q: 3 clusters Score -7274278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7274314.500000 Penalty: 5435.655762
	Iteration 47Q: 3 clusters Score -7274314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7274336.000000 Penalty: 5435.655762
	Iteration 48Q: 3 clusters Score -7274336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7274360.500000 Penalty: 5435.655762
	Iteration 49Q: 3 clusters Score -7274360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7274393.500000 Penalty: 5435.655762
	Iteration 50Q: 3 clusters Score -7274394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7274427.500000 Penalty: 5435.655762
	Iteration 51Q: 3 clusters Score -7274428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7274444.000000 Penalty: 5435.655762
	Iteration 52Q: 3 clusters Score -7274444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7274462.500000 Penalty: 5435.655762
	Iteration 53Q: 3 clusters Score -7274462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7274482.000000 Penalty: 5435.655762
	Iteration 54Q: 3 clusters Score -7274482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7274493.500000 Penalty: 5435.655762
	Iteration 55Q: 3 clusters Score -7274494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7274517.000000 Penalty: 5435.655762
	Iteration 56Q: 3 clusters Score -7274517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7274534.500000 Penalty: 5435.655762
	Iteration 57Q: 3 clusters Score -7274534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7274550.000000 Penalty: 5435.655762
	Iteration 58Q: 3 clusters Score -7274550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7274580.500000 Penalty: 5435.655762
	Iteration 59Q: 3 clusters Score -7274580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7274578.000000 Penalty: 5435.655762
	Iteration 60F: 3 clusters Score -7274578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7274582.000000 Penalty: 5435.655762
	Iteration 61Q: 3 clusters Score -7274582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7274604.000000 Penalty: 5435.655762
	Iteration 62Q: 3 clusters Score -7274604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7274603.000000 Penalty: 5435.655762
	Iteration 63Q: 3 clusters Score -7274603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7274611.500000 Penalty: 5435.655762
	Iteration 64Q: 3 clusters Score -7274612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7274620.500000 Penalty: 5435.655762
	Iteration 65Q: 3 clusters Score -7274620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7274608.500000 Penalty: 5435.655762
	Iteration 66Q: 3 clusters Score -7274608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7274620.000000 Penalty: 5435.655762
	Iteration 67Q: 3 clusters Score -7274620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7274627.500000 Penalty: 5435.655762
	Iteration 68Q: 3 clusters Score -7274628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7274636.500000 Penalty: 5435.655762
	Iteration 69Q: 3 clusters Score -7274636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7274631.500000 Penalty: 5435.655762
	Iteration 70Q: 3 clusters Score -7274632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7274642.000000 Penalty: 5435.655762
	Iteration 71Q: 3 clusters Score -7274642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7274635.500000 Penalty: 5435.655762
	Iteration 72Q: 3 clusters Score -7274636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7274632.500000 Penalty: 5435.655762
	Iteration 73Q: 3 clusters Score -7274632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7274638.500000 Penalty: 5435.655762
	Iteration 74Q: 3 clusters Score -7274638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7274645.500000 Penalty: 5435.655762
	Iteration 75Q: 3 clusters Score -7274646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7274645.000000 Penalty: 5435.655762
	Iteration 76Q: 3 clusters Score -7274645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7274654.000000 Penalty: 5435.655762
	Iteration 77Q: 3 clusters Score -7274654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7274649.500000 Penalty: 5435.655762
	Iteration 78Q: 3 clusters Score -7274650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7274655.500000 Penalty: 5435.655762
	Iteration 79Q: 3 clusters Score -7274656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7274646.500000 Penalty: 5435.655762
	Iteration 80F: 3 clusters Score -7274646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7274654.500000 Penalty: 5435.655762
	Iteration 81Q: 3 clusters Score -7274654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7274659.500000 Penalty: 5435.655762
	Iteration 82Q: 3 clusters Score -7274660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7274661.000000 Penalty: 5435.655762
	Iteration 83Q: 3 clusters Score -7274661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7274663.000000 Penalty: 5435.655762
	Iteration 84Q: 3 clusters Score -7274663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7274658.500000 Penalty: 5435.655762
	Iteration 85Q: 3 clusters Score -7274658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7274662.000000 Penalty: 5435.655762
	Iteration 86Q: 3 clusters Score -7274662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7274658.500000 Penalty: 5435.655762
	Iteration 87Q: 3 clusters Score -7274658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7274657.000000 Penalty: 5435.655762
	Iteration 88Q: 3 clusters Score -7274657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7274653.500000 Penalty: 5435.655762
	Iteration 89Q: 3 clusters Score -7274654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7274654.500000 Penalty: 5435.655762
	Iteration 90Q: 3 clusters Score -7274654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7274654.500000 Penalty: 5435.655762
	Iteration 91F: 3 clusters Score -7274654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Entering Unmasked Estep 
Score: -3132783.500000 Penalty: 2520.854492
	Iteration 0F: 2 clusters Score -3132784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3114943.500000 Penalty: 5041.708984
	Iteration 0F: 3 clusters Score -3114944 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3121488.250000 Penalty: 5041.708984
	Iteration 1F: 3 clusters Score -3121488 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3122257.250000 Penalty: 5041.708984
	Iteration 2F: 3 clusters Score -3122257 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3123139.250000 Penalty: 5041.708984
	Iteration 3F: 3 clusters Score -3123139 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3124186.250000 Penalty: 5041.708984
	Iteration 4F: 3 clusters Score -3124186 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3125374.750000 Penalty: 5041.708984
	Iteration 5F: 3 clusters Score -3125375 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3126508.000000 Penalty: 5041.708984
	Iteration 6F: 3 clusters Score -3126508 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3127453.000000 Penalty: 5041.708984
	Iteration 7F: 3 clusters Score -3127453 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3128285.500000 Penalty: 5041.708984
	Iteration 8Q: 3 clusters Score -3128286 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3128964.250000 Penalty: 5041.708984
	Iteration 9Q: 3 clusters Score -3128964 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3129452.000000 Penalty: 5041.708984
	Iteration 10Q: 3 clusters Score -3129452 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3129781.500000 Penalty: 5041.708984
	Iteration 11Q: 3 clusters Score -3129782 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3129992.250000 Penalty: 5041.708984
	Iteration 12Q: 3 clusters Score -3129992 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3130141.000000 Penalty: 5041.708984
	Iteration 13Q: 3 clusters Score -3130141 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3130248.250000 Penalty: 5041.708984
	Iteration 14Q: 3 clusters Score -3130248 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3130322.500000 Penalty: 5041.708984
	Iteration 15Q: 3 clusters Score -3130322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3130404.000000 Penalty: 5041.708984
	Iteration 16Q: 3 clusters Score -3130404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3130461.250000 Penalty: 5041.708984
	Iteration 17Q: 3 clusters Score -3130461 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3130552.500000 Penalty: 5041.708984
	Iteration 18Q: 3 clusters Score -3130552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3130596.000000 Penalty: 5041.708984
	Iteration 19Q: 3 clusters Score -3130596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3130626.500000 Penalty: 5041.708984
	Iteration 20F: 3 clusters Score -3130626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3130663.750000 Penalty: 5041.708984
	Iteration 21Q: 3 clusters Score -3130664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3130721.000000 Penalty: 5041.708984
	Iteration 22Q: 3 clusters Score -3130721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3130742.500000 Penalty: 5041.708984
	Iteration 23Q: 3 clusters Score -3130742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3130786.500000 Penalty: 5041.708984
	Iteration 24Q: 3 clusters Score -3130786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3130830.500000 Penalty: 5041.708984
	Iteration 25Q: 3 clusters Score -3130830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3130862.500000 Penalty: 5041.708984
	Iteration 26Q: 3 clusters Score -3130862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3130912.750000 Penalty: 5041.708984
	Iteration 27Q: 3 clusters Score -3130913 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3130937.250000 Penalty: 5041.708984
	Iteration 28Q: 3 clusters Score -3130937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3130974.500000 Penalty: 5041.708984
	Iteration 29Q: 3 clusters Score -3130974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3131027.250000 Penalty: 5041.708984
	Iteration 30Q: 3 clusters Score -3131027 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3131050.750000 Penalty: 5041.708984
	Iteration 31Q: 3 clusters Score -3131051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3131082.500000 Penalty: 5041.708984
	Iteration 32Q: 3 clusters Score -3131082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3131114.750000 Penalty: 5041.708984
	Iteration 33Q: 3 clusters Score -3131115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3131125.250000 Penalty: 5041.708984
	Iteration 34Q: 3 clusters Score -3131125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3131139.750000 Penalty: 5041.708984
	Iteration 35Q: 3 clusters Score -3131140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3131135.250000 Penalty: 5041.708984
	Iteration 36Q: 3 clusters Score -3131135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3131144.500000 Penalty: 5041.708984
	Iteration 37Q: 3 clusters Score -3131144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3131163.750000 Penalty: 5041.708984
	Iteration 38Q: 3 clusters Score -3131164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3131175.750000 Penalty: 5041.708984
	Iteration 39Q: 3 clusters Score -3131176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3131189.000000 Penalty: 5041.708984
	Iteration 40F: 3 clusters Score -3131189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3131194.750000 Penalty: 5041.708984
	Iteration 41Q: 3 clusters Score -3131195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3131195.250000 Penalty: 5041.708984
	Iteration 42Q: 3 clusters Score -3131195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3131193.500000 Penalty: 5041.708984
	Iteration 43Q: 3 clusters Score -3131194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3131203.750000 Penalty: 5041.708984
	Iteration 44Q: 3 clusters Score -3131204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3131198.250000 Penalty: 5041.708984
	Iteration 45Q: 3 clusters Score -3131198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3131195.500000 Penalty: 5041.708984
	Iteration 46Q: 3 clusters Score -3131196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3131199.750000 Penalty: 5041.708984
	Iteration 47Q: 3 clusters Score -3131200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3131203.750000 Penalty: 5041.708984
	Iteration 48Q: 3 clusters Score -3131204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3131213.250000 Penalty: 5041.708984
	Iteration 49Q: 3 clusters Score -3131213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3131222.500000 Penalty: 5041.708984
	Iteration 50Q: 3 clusters Score -3131222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3131219.000000 Penalty: 5041.708984
	Iteration 51Q: 3 clusters Score -3131219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3131222.750000 Penalty: 5041.708984
	Iteration 52Q: 3 clusters Score -3131223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3131221.750000 Penalty: 5041.708984
	Iteration 53Q: 3 clusters Score -3131222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3131226.250000 Penalty: 5041.708984
	Iteration 54Q: 3 clusters Score -3131226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3131231.750000 Penalty: 5041.708984
	Iteration 55Q: 3 clusters Score -3131232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3131234.250000 Penalty: 5041.708984
	Iteration 56Q: 3 clusters Score -3131234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3131240.750000 Penalty: 5041.708984
	Iteration 57Q: 3 clusters Score -3131241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3131245.000000 Penalty: 5041.708984
	Iteration 58Q: 3 clusters Score -3131245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3131244.750000 Penalty: 5041.708984
	Iteration 59Q: 3 clusters Score -3131245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3131249.000000 Penalty: 5041.708984
	Iteration 60F: 3 clusters Score -3131249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3131254.000000 Penalty: 5041.708984
	Iteration 61Q: 3 clusters Score -3131254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3131251.250000 Penalty: 5041.708984
	Iteration 62Q: 3 clusters Score -3131251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3131252.750000 Penalty: 5041.708984
	Iteration 63Q: 3 clusters Score -3131253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3131256.750000 Penalty: 5041.708984
	Iteration 64Q: 3 clusters Score -3131257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3131258.250000 Penalty: 5041.708984
	Iteration 65Q: 3 clusters Score -3131258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3131257.000000 Penalty: 5041.708984
	Iteration 66Q: 3 clusters Score -3131257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3131262.500000 Penalty: 5041.708984
	Iteration 67Q: 3 clusters Score -3131262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3131257.000000 Penalty: 5041.708984
	Iteration 68Q: 3 clusters Score -3131257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3131257.000000 Penalty: 5041.708984
	Iteration 69Q: 3 clusters Score -3131257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3131257.500000 Penalty: 5041.708984
	Iteration 70Q: 3 clusters Score -3131258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3131255.750000 Penalty: 5041.708984
	Iteration 71Q: 3 clusters Score -3131256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3131256.250000 Penalty: 5041.708984
	Iteration 72Q: 3 clusters Score -3131256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3131259.750000 Penalty: 5041.708984
	Iteration 73Q: 3 clusters Score -3131260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3131256.750000 Penalty: 5041.708984
	Iteration 74Q: 3 clusters Score -3131257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3131256.750000 Penalty: 5041.708984
	Iteration 75F: 3 clusters Score -3131257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Entering Unmasked Estep 
Score: -6375388.500000 Penalty: 2691.601562
	Iteration 0F: 2 clusters Score -6375388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6340335.500000 Penalty: 5383.203125
	Iteration 0F: 3 clusters Score -6340336 nChanged 24022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6356105.500000 Penalty: 5383.203125
	Iteration 1F: 3 clusters Score -6356106 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -6365309.000000 Penalty: 5383.203125
	Iteration 2F: 3 clusters Score -6365309 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -6372839.000000 Penalty: 5383.203125
	Iteration 3F: 3 clusters Score -6372839 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -6380016.000000 Penalty: 5383.203125
	Iteration 4F: 3 clusters Score -6380016 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -6385572.500000 Penalty: 5383.203125
	Iteration 5F: 3 clusters Score -6385572 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -6389330.000000 Penalty: 5383.203125
	Iteration 6F: 3 clusters Score -6389330 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6391611.500000 Penalty: 5383.203125
	Iteration 7Q: 3 clusters Score -6391612 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6393086.500000 Penalty: 5383.203125
	Iteration 8Q: 3 clusters Score -6393086 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6394064.500000 Penalty: 5383.203125
	Iteration 9Q: 3 clusters Score -6394064 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6394568.500000 Penalty: 5383.203125
	Iteration 10Q: 3 clusters Score -6394568 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -6394767.000000 Penalty: 5383.203125
	Iteration 11Q: 3 clusters Score -6394767 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6394834.500000 Penalty: 5383.203125
	Iteration 12Q: 3 clusters Score -6394834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6394874.500000 Penalty: 5383.203125
	Iteration 13Q: 3 clusters Score -6394874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6394890.000000 Penalty: 5383.203125
	Iteration 14Q: 3 clusters Score -6394890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -6394920.000000 Penalty: 5383.203125
	Iteration 15Q: 3 clusters Score -6394920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -6394928.500000 Penalty: 5383.203125
	Iteration 16Q: 3 clusters Score -6394928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6394940.500000 Penalty: 5383.203125
	Iteration 17Q: 3 clusters Score -6394940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -6394949.000000 Penalty: 5383.203125
	Iteration 18Q: 3 clusters Score -6394949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6394947.000000 Penalty: 5383.203125
	Iteration 19Q: 3 clusters Score -6394947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -6394947.000000 Penalty: 5383.203125
	Iteration 20F: 3 clusters Score -6394947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -6394950.500000 Penalty: 5383.203125
	Iteration 21Q: 3 clusters Score -6394950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6394954.000000 Penalty: 5383.203125
	Iteration 22Q: 3 clusters Score -6394954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6394958.000000 Penalty: 5383.203125
	Iteration 23Q: 3 clusters Score -6394958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -6394961.000000 Penalty: 5383.203125
	Iteration 24Q: 3 clusters Score -6394961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -6394960.500000 Penalty: 5383.203125
	Iteration 25Q: 3 clusters Score -6394960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -6394959.500000 Penalty: 5383.203125
	Iteration 26Q: 3 clusters Score -6394960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6394957.500000 Penalty: 5383.203125
	Iteration 27Q: 3 clusters Score -6394958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -6394960.500000 Penalty: 5383.203125
	Iteration 28Q: 3 clusters Score -6394960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -6394956.000000 Penalty: 5383.203125
	Iteration 29Q: 3 clusters Score -6394956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -6394956.000000 Penalty: 5383.203125
	Iteration 30F: 3 clusters Score -6394956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 425282 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Entering Unmasked Estep 
Score: -141785056.000000 Penalty: 83167.820312
Splitting cluster 5 changes total score from -141749712.000000 to -141785056.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -2566360.250000 Penalty: 2471.146484
	Iteration 0F: 2 clusters Score -2566360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2551474.500000 Penalty: 4942.292969
	Iteration 0F: 3 clusters Score -2551474 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2557027.500000 Penalty: 4942.292969
	Iteration 1F: 3 clusters Score -2557028 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2557842.000000 Penalty: 4942.292969
	Iteration 2F: 3 clusters Score -2557842 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2558719.000000 Penalty: 4942.292969
	Iteration 3F: 3 clusters Score -2558719 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2559768.750000 Penalty: 4942.292969
	Iteration 4F: 3 clusters Score -2559769 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2560823.750000 Penalty: 4942.292969
	Iteration 5F: 3 clusters Score -2560824 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2561603.500000 Penalty: 4942.292969
	Iteration 6F: 3 clusters Score -2561604 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2562130.000000 Penalty: 4942.292969
	Iteration 7F: 3 clusters Score -2562130 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2562510.250000 Penalty: 4942.292969
	Iteration 8Q: 3 clusters Score -2562510 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2562800.750000 Penalty: 4942.292969
	Iteration 9Q: 3 clusters Score -2562801 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2563077.000000 Penalty: 4942.292969
	Iteration 10Q: 3 clusters Score -2563077 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2563314.250000 Penalty: 4942.292969
	Iteration 11Q: 3 clusters Score -2563314 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2563547.750000 Penalty: 4942.292969
	Iteration 12Q: 3 clusters Score -2563548 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2563808.000000 Penalty: 4942.292969
	Iteration 13Q: 3 clusters Score -2563808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2564015.750000 Penalty: 4942.292969
	Iteration 14Q: 3 clusters Score -2564016 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2564247.500000 Penalty: 4942.292969
	Iteration 15Q: 3 clusters Score -2564248 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2564446.750000 Penalty: 4942.292969
	Iteration 16Q: 3 clusters Score -2564447 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2564605.500000 Penalty: 4942.292969
	Iteration 17Q: 3 clusters Score -2564606 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2564737.000000 Penalty: 4942.292969
	Iteration 18Q: 3 clusters Score -2564737 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2564820.750000 Penalty: 4942.292969
	Iteration 19Q: 3 clusters Score -2564821 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2564921.250000 Penalty: 4942.292969
	Iteration 20F: 3 clusters Score -2564921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2564993.250000 Penalty: 4942.292969
	Iteration 21Q: 3 clusters Score -2564993 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2565077.500000 Penalty: 4942.292969
	Iteration 22Q: 3 clusters Score -2565078 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2565154.750000 Penalty: 4942.292969
	Iteration 23Q: 3 clusters Score -2565155 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2565254.750000 Penalty: 4942.292969
	Iteration 24Q: 3 clusters Score -2565255 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2565334.000000 Penalty: 4942.292969
	Iteration 25Q: 3 clusters Score -2565334 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2565410.500000 Penalty: 4942.292969
	Iteration 26Q: 3 clusters Score -2565410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2565494.750000 Penalty: 4942.292969
	Iteration 27Q: 3 clusters Score -2565495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2565551.250000 Penalty: 4942.292969
	Iteration 28Q: 3 clusters Score -2565551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2565601.000000 Penalty: 4942.292969
	Iteration 29Q: 3 clusters Score -2565601 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2565650.000000 Penalty: 4942.292969
	Iteration 30Q: 3 clusters Score -2565650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2565690.250000 Penalty: 4942.292969
	Iteration 31Q: 3 clusters Score -2565690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2565721.750000 Penalty: 4942.292969
	Iteration 32Q: 3 clusters Score -2565722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2565740.500000 Penalty: 4942.292969
	Iteration 33Q: 3 clusters Score -2565740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2565745.250000 Penalty: 4942.292969
	Iteration 34Q: 3 clusters Score -2565745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2565762.750000 Penalty: 4942.292969
	Iteration 35Q: 3 clusters Score -2565763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2565776.750000 Penalty: 4942.292969
	Iteration 36Q: 3 clusters Score -2565777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2565790.500000 Penalty: 4942.292969
	Iteration 37Q: 3 clusters Score -2565790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2565793.500000 Penalty: 4942.292969
	Iteration 38Q: 3 clusters Score -2565794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2565807.250000 Penalty: 4942.292969
	Iteration 39Q: 3 clusters Score -2565807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2565811.250000 Penalty: 4942.292969
	Iteration 40F: 3 clusters Score -2565811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2565825.500000 Penalty: 4942.292969
	Iteration 41Q: 3 clusters Score -2565826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2565837.250000 Penalty: 4942.292969
	Iteration 42Q: 3 clusters Score -2565837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2565840.000000 Penalty: 4942.292969
	Iteration 43Q: 3 clusters Score -2565840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2565832.750000 Penalty: 4942.292969
	Iteration 44Q: 3 clusters Score -2565833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2565856.750000 Penalty: 4942.292969
	Iteration 45Q: 3 clusters Score -2565857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2565880.000000 Penalty: 4942.292969
	Iteration 46Q: 3 clusters Score -2565880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2565900.000000 Penalty: 4942.292969
	Iteration 47Q: 3 clusters Score -2565900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2565916.250000 Penalty: 4942.292969
	Iteration 48Q: 3 clusters Score -2565916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2565938.250000 Penalty: 4942.292969
	Iteration 49Q: 3 clusters Score -2565938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2565943.500000 Penalty: 4942.292969
	Iteration 50Q: 3 clusters Score -2565944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2565957.750000 Penalty: 4942.292969
	Iteration 51Q: 3 clusters Score -2565958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2565980.250000 Penalty: 4942.292969
	Iteration 52Q: 3 clusters Score -2565980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2565996.500000 Penalty: 4942.292969
	Iteration 53Q: 3 clusters Score -2565996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2566023.000000 Penalty: 4942.292969
	Iteration 54Q: 3 clusters Score -2566023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2566044.000000 Penalty: 4942.292969
	Iteration 55Q: 3 clusters Score -2566044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2566077.000000 Penalty: 4942.292969
	Iteration 56Q: 3 clusters Score -2566077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2566102.250000 Penalty: 4942.292969
	Iteration 57Q: 3 clusters Score -2566102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2566132.250000 Penalty: 4942.292969
	Iteration 58Q: 3 clusters Score -2566132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2566144.750000 Penalty: 4942.292969
	Iteration 59Q: 3 clusters Score -2566145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2566143.750000 Penalty: 4942.292969
	Iteration 60F: 3 clusters Score -2566144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2566153.500000 Penalty: 4942.292969
	Iteration 61Q: 3 clusters Score -2566154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2566171.250000 Penalty: 4942.292969
	Iteration 62Q: 3 clusters Score -2566171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2566183.500000 Penalty: 4942.292969
	Iteration 63Q: 3 clusters Score -2566184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2566206.250000 Penalty: 4942.292969
	Iteration 64Q: 3 clusters Score -2566206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2566204.000000 Penalty: 4942.292969
	Iteration 65Q: 3 clusters Score -2566204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2566204.250000 Penalty: 4942.292969
	Iteration 66Q: 3 clusters Score -2566204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2566208.500000 Penalty: 4942.292969
	Iteration 67Q: 3 clusters Score -2566208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2566217.250000 Penalty: 4942.292969
	Iteration 68Q: 3 clusters Score -2566217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2566218.250000 Penalty: 4942.292969
	Iteration 69Q: 3 clusters Score -2566218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2566222.000000 Penalty: 4942.292969
	Iteration 70Q: 3 clusters Score -2566222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2566226.250000 Penalty: 4942.292969
	Iteration 71Q: 3 clusters Score -2566226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2566225.000000 Penalty: 4942.292969
	Iteration 72Q: 3 clusters Score -2566225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2566220.000000 Penalty: 4942.292969
	Iteration 73Q: 3 clusters Score -2566220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2566225.000000 Penalty: 4942.292969
	Iteration 74Q: 3 clusters Score -2566225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2566225.750000 Penalty: 4942.292969
	Iteration 75Q: 3 clusters Score -2566226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2566229.000000 Penalty: 4942.292969
	Iteration 76Q: 3 clusters Score -2566229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2566226.750000 Penalty: 4942.292969
	Iteration 77Q: 3 clusters Score -2566227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2566234.000000 Penalty: 4942.292969
	Iteration 78Q: 3 clusters Score -2566234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2566234.500000 Penalty: 4942.292969
	Iteration 79Q: 3 clusters Score -2566234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2566235.000000 Penalty: 4942.292969
	Iteration 80F: 3 clusters Score -2566235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2566236.250000 Penalty: 4942.292969
	Iteration 81Q: 3 clusters Score -2566236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2566237.250000 Penalty: 4942.292969
	Iteration 82Q: 3 clusters Score -2566237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2566242.000000 Penalty: 4942.292969
	Iteration 83Q: 3 clusters Score -2566242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2566249.250000 Penalty: 4942.292969
	Iteration 84Q: 3 clusters Score -2566249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2566248.750000 Penalty: 4942.292969
	Iteration 85Q: 3 clusters Score -2566249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2566251.250000 Penalty: 4942.292969
	Iteration 86Q: 3 clusters Score -2566251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2566247.750000 Penalty: 4942.292969
	Iteration 87Q: 3 clusters Score -2566248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2566247.250000 Penalty: 4942.292969
	Iteration 88Q: 3 clusters Score -2566247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2566245.000000 Penalty: 4942.292969
	Iteration 89Q: 3 clusters Score -2566245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2566246.500000 Penalty: 4942.292969
	Iteration 90Q: 3 clusters Score -2566246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2566247.750000 Penalty: 4942.292969
	Iteration 91Q: 3 clusters Score -2566248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2566247.750000 Penalty: 4942.292969
	Iteration 92Q: 3 clusters Score -2566248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2566245.250000 Penalty: 4942.292969
	Iteration 93Q: 3 clusters Score -2566245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2566245.500000 Penalty: 4942.292969
	Iteration 94Q: 3 clusters Score -2566246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2566247.250000 Penalty: 4942.292969
	Iteration 95Q: 3 clusters Score -2566247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2566246.750000 Penalty: 4942.292969
	Iteration 96Q: 3 clusters Score -2566247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2566248.500000 Penalty: 4942.292969
	Iteration 97Q: 3 clusters Score -2566248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2566246.250000 Penalty: 4942.292969
	Iteration 98Q: 3 clusters Score -2566246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2566247.250000 Penalty: 4942.292969
	Iteration 99Q: 3 clusters Score -2566247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2566248.500000 Penalty: 4942.292969
	Iteration 100F: 3 clusters Score -2566248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2566249.000000 Penalty: 4942.292969
	Iteration 101Q: 3 clusters Score -2566249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2566252.500000 Penalty: 4942.292969
	Iteration 102Q: 3 clusters Score -2566252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2566254.500000 Penalty: 4942.292969
	Iteration 103Q: 3 clusters Score -2566254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2566253.250000 Penalty: 4942.292969
	Iteration 104Q: 3 clusters Score -2566253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2566253.000000 Penalty: 4942.292969
	Iteration 105Q: 3 clusters Score -2566253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2566253.000000 Penalty: 4942.292969
	Iteration 106F: 3 clusters Score -2566253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -875406.812500 Penalty: 2219.924805
	Iteration 0F: 2 clusters Score -875406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -869213.937500 Penalty: 4439.849609
	Iteration 0F: 3 clusters Score -869213.9 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -871331.125000 Penalty: 4439.849609
	Iteration 1F: 3 clusters Score -871331.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -872067.312500 Penalty: 4439.849609
	Iteration 2F: 3 clusters Score -872067.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -872834.187500 Penalty: 4439.849609
	Iteration 3F: 3 clusters Score -872834.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -873807.312500 Penalty: 4439.849609
	Iteration 4F: 3 clusters Score -873807.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -875141.062500 Penalty: 4439.849609
	Iteration 5F: 3 clusters Score -875141.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -876360.937500 Penalty: 4439.849609
	Iteration 6F: 3 clusters Score -876360.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -876982.187500 Penalty: 4439.849609
	Iteration 7F: 3 clusters Score -876982.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -877260.187500 Penalty: 4439.849609
	Iteration 8Q: 3 clusters Score -877260.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -877432.125000 Penalty: 4439.849609
	Iteration 9Q: 3 clusters Score -877432.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -877516.750000 Penalty: 4439.849609
	Iteration 10Q: 3 clusters Score -877516.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -877546.437500 Penalty: 4439.849609
	Iteration 11Q: 3 clusters Score -877546.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -877565.312500 Penalty: 4439.849609
	Iteration 12Q: 3 clusters Score -877565.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -877578.625000 Penalty: 4439.849609
	Iteration 13Q: 3 clusters Score -877578.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -877583.375000 Penalty: 4439.849609
	Iteration 14Q: 3 clusters Score -877583.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -877584.625000 Penalty: 4439.849609
	Iteration 15Q: 3 clusters Score -877584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -877585.625000 Penalty: 4439.849609
	Iteration 16Q: 3 clusters Score -877585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -877588.437500 Penalty: 4439.849609
	Iteration 17Q: 3 clusters Score -877588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -877591.375000 Penalty: 4439.849609
	Iteration 18Q: 3 clusters Score -877591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -877591.687500 Penalty: 4439.849609
	Iteration 19Q: 3 clusters Score -877591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -877590.937500 Penalty: 4439.849609
	Iteration 20F: 3 clusters Score -877590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -877590.687500 Penalty: 4439.849609
	Iteration 21Q: 3 clusters Score -877590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -877590.687500 Penalty: 4439.849609
	Iteration 22F: 3 clusters Score -877590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 425282 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Entering Unmasked Estep 
Score: -141786016.000000 Penalty: 86633.148438
Splitting cluster 7 changes total score from -141749712.000000 to -141786016.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (425282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425282 members 
Entering Unmasked Estep 
Score: -53166652.000000 Penalty: 3214.205811
	Iteration 0F: 2 clusters Score -5.316665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211934 members 
Mstep: Class 2 contains 213348 members 
Entering Unmasked Estep 
Score: -52982660.000000 Penalty: 6428.411621
	Iteration 0F: 3 clusters Score -5.298266e+07 nChanged 206978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200588 members 
Mstep: Class 2 contains 224694 members 
Entering Unmasked Estep 
Score: -53106408.000000 Penalty: 6428.411621
	Iteration 1F: 3 clusters Score -5.310641e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193448 members 
Mstep: Class 2 contains 231834 members 
Entering Unmasked Estep 
Score: -53109508.000000 Penalty: 6428.411621
	Iteration 2Q: 3 clusters Score -5.310951e+07 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183314 members 
Mstep: Class 2 contains 241968 members 
Entering Unmasked Estep 
Score: -53114276.000000 Penalty: 6428.411621
	Iteration 3Q: 3 clusters Score -5.311428e+07 nChanged 21542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 255280 members 
Entering Unmasked Estep 
Score: -53120056.000000 Penalty: 6428.411621
	Iteration 4F: 3 clusters Score -5.312006e+07 nChanged 25402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 269746 members 
Entering Unmasked Estep 
Score: -53128240.000000 Penalty: 6428.411621
	Iteration 5F: 3 clusters Score -5.312824e+07 nChanged 26866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 281624 members 
Entering Unmasked Estep 
Score: -53139052.000000 Penalty: 6428.411621
	Iteration 6F: 3 clusters Score -5.313905e+07 nChanged 26990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137734 members 
Mstep: Class 2 contains 287548 members 
Entering Unmasked Estep 
Score: -53152464.000000 Penalty: 6428.411621
	Iteration 7F: 3 clusters Score -5.315246e+07 nChanged 25986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 286280 members 
Entering Unmasked Estep 
Score: -53166684.000000 Penalty: 6428.411621
	Iteration 8F: 3 clusters Score -5.316668e+07 nChanged 23014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146164 members 
Mstep: Class 2 contains 279118 members 
Entering Unmasked Estep 
Score: -53176640.000000 Penalty: 6428.411621
	Iteration 9F: 3 clusters Score -5.317664e+07 nChanged 16965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 269453 members 
Entering Unmasked Estep 
Score: -53183208.000000 Penalty: 6428.411621
	Iteration 10Q: 3 clusters Score -5.318321e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 259636 members 
Entering Unmasked Estep 
Score: -53186644.000000 Penalty: 6428.411621
	Iteration 11Q: 3 clusters Score -5.318664e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175255 members 
Mstep: Class 2 contains 250027 members 
Entering Unmasked Estep 
Score: -53190036.000000 Penalty: 6428.411621
	Iteration 12Q: 3 clusters Score -5.319004e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184468 members 
Mstep: Class 2 contains 240814 members 
Entering Unmasked Estep 
Score: -53192284.000000 Penalty: 6428.411621
	Iteration 13Q: 3 clusters Score -5.319228e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193299 members 
Mstep: Class 2 contains 231983 members 
Entering Unmasked Estep 
Score: -53194092.000000 Penalty: 6428.411621
	Iteration 14Q: 3 clusters Score -5.319409e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 223588 members 
Entering Unmasked Estep 
Score: -53194868.000000 Penalty: 6428.411621
	Iteration 15Q: 3 clusters Score -5.319487e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209467 members 
Mstep: Class 2 contains 215815 members 
Entering Unmasked Estep 
Score: -53195912.000000 Penalty: 6428.411621
	Iteration 16Q: 3 clusters Score -5.319591e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217371 members 
Mstep: Class 2 contains 207911 members 
Entering Unmasked Estep 
Score: -53196652.000000 Penalty: 6428.411621
	Iteration 17Q: 3 clusters Score -5.319665e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225720 members 
Mstep: Class 2 contains 199562 members 
Entering Unmasked Estep 
Score: -53197260.000000 Penalty: 6428.411621
	Iteration 18Q: 3 clusters Score -5.319726e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235459 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -53197696.000000 Penalty: 6428.411621
	Iteration 19Q: 3 clusters Score -5.31977e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247106 members 
Mstep: Class 2 contains 178176 members 
Entering Unmasked Estep 
Score: -53197224.000000 Penalty: 6428.411621
	Iteration 20F: 3 clusters Score -5.319722e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260788 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -53196988.000000 Penalty: 6428.411621
	Iteration 21Q: 3 clusters Score -5.319699e+07 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275952 members 
Mstep: Class 2 contains 149330 members 
Entering Unmasked Estep 
Score: -53196528.000000 Penalty: 6428.411621
	Iteration 22Q: 3 clusters Score -5.319653e+07 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291720 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -53196608.000000 Penalty: 6428.411621
	Iteration 23Q: 3 clusters Score -5.319661e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307214 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -53195460.000000 Penalty: 6428.411621
	Iteration 24Q: 3 clusters Score -5.319546e+07 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321151 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -53195456.000000 Penalty: 6428.411621
	Iteration 25Q: 3 clusters Score -5.319546e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333324 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -53197228.000000 Penalty: 6428.411621
	Iteration 26Q: 3 clusters Score -5.319723e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343883 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -53199748.000000 Penalty: 6428.411621
	Iteration 27Q: 3 clusters Score -5.319975e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353154 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -53201144.000000 Penalty: 6428.411621
	Iteration 28Q: 3 clusters Score -5.320114e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361216 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -53200600.000000 Penalty: 6428.411621
	Iteration 29Q: 3 clusters Score -5.32006e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368188 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -53199412.000000 Penalty: 6428.411621
	Iteration 30Q: 3 clusters Score -5.319941e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374085 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -53197120.000000 Penalty: 6428.411621
	Iteration 31Q: 3 clusters Score -5.319712e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378845 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -53195892.000000 Penalty: 6428.411621
	Iteration 32Q: 3 clusters Score -5.319589e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382843 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -53194936.000000 Penalty: 6428.411621
	Iteration 33Q: 3 clusters Score -5.319494e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386140 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -53194208.000000 Penalty: 6428.411621
	Iteration 34Q: 3 clusters Score -5.319421e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388777 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -53193408.000000 Penalty: 6428.411621
	Iteration 35Q: 3 clusters Score -5.319341e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390925 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -53192896.000000 Penalty: 6428.411621
	Iteration 36Q: 3 clusters Score -5.31929e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392741 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -53192288.000000 Penalty: 6428.411621
	Iteration 37Q: 3 clusters Score -5.319229e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394217 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -53191708.000000 Penalty: 6428.411621
	Iteration 38Q: 3 clusters Score -5.319171e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395440 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -53191408.000000 Penalty: 6428.411621
	Iteration 39Q: 3 clusters Score -5.319141e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396477 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -53192716.000000 Penalty: 6428.411621
	Iteration 40F: 3 clusters Score -5.319272e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397883 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -53192032.000000 Penalty: 6428.411621
	Iteration 41Q: 3 clusters Score -5.319203e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398991 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -53191432.000000 Penalty: 6428.411621
	Iteration 42Q: 3 clusters Score -5.319143e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399826 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -53190840.000000 Penalty: 6428.411621
	Iteration 43Q: 3 clusters Score -5.319084e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400496 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -53190584.000000 Penalty: 6428.411621
	Iteration 44Q: 3 clusters Score -5.319058e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401083 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -53190252.000000 Penalty: 6428.411621
	Iteration 45Q: 3 clusters Score -5.319025e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401549 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -53189872.000000 Penalty: 6428.411621
	Iteration 46Q: 3 clusters Score -5.318987e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401939 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -53189652.000000 Penalty: 6428.411621
	Iteration 47Q: 3 clusters Score -5.318965e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402287 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -53189500.000000 Penalty: 6428.411621
	Iteration 48Q: 3 clusters Score -5.31895e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402632 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -53189268.000000 Penalty: 6428.411621
	Iteration 49Q: 3 clusters Score -5.318927e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402939 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -53189016.000000 Penalty: 6428.411621
	Iteration 50Q: 3 clusters Score -5.318902e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403221 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -53188796.000000 Penalty: 6428.411621
	Iteration 51Q: 3 clusters Score -5.31888e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403450 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -53188652.000000 Penalty: 6428.411621
	Iteration 52Q: 3 clusters Score -5.318865e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403663 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -53188376.000000 Penalty: 6428.411621
	Iteration 53Q: 3 clusters Score -5.318838e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403849 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -53188352.000000 Penalty: 6428.411621
	Iteration 54Q: 3 clusters Score -5.318835e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404029 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -53188248.000000 Penalty: 6428.411621
	Iteration 55Q: 3 clusters Score -5.318825e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404177 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -53188116.000000 Penalty: 6428.411621
	Iteration 56Q: 3 clusters Score -5.318812e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404332 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -53187984.000000 Penalty: 6428.411621
	Iteration 57Q: 3 clusters Score -5.318798e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404487 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -53187892.000000 Penalty: 6428.411621
	Iteration 58Q: 3 clusters Score -5.318789e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404636 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -53187916.000000 Penalty: 6428.411621
	Iteration 59Q: 3 clusters Score -5.318792e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404770 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -53187856.000000 Penalty: 6428.411621
	Iteration 60F: 3 clusters Score -5.318786e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404902 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -53187720.000000 Penalty: 6428.411621
	Iteration 61Q: 3 clusters Score -5.318772e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405022 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -53187604.000000 Penalty: 6428.411621
	Iteration 62Q: 3 clusters Score -5.31876e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405153 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -53187500.000000 Penalty: 6428.411621
	Iteration 63Q: 3 clusters Score -5.31875e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405280 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -53187448.000000 Penalty: 6428.411621
	Iteration 64Q: 3 clusters Score -5.318745e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405409 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -53187260.000000 Penalty: 6428.411621
	Iteration 65Q: 3 clusters Score -5.318726e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405527 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -53187140.000000 Penalty: 6428.411621
	Iteration 66Q: 3 clusters Score -5.318714e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405644 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -53187128.000000 Penalty: 6428.411621
	Iteration 67Q: 3 clusters Score -5.318713e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405777 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -53187012.000000 Penalty: 6428.411621
	Iteration 68Q: 3 clusters Score -5.318701e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405913 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -53186900.000000 Penalty: 6428.411621
	Iteration 69Q: 3 clusters Score -5.31869e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406030 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -53186820.000000 Penalty: 6428.411621
	Iteration 70Q: 3 clusters Score -5.318682e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406152 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -53186756.000000 Penalty: 6428.411621
	Iteration 71Q: 3 clusters Score -5.318676e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406288 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -53186676.000000 Penalty: 6428.411621
	Iteration 72Q: 3 clusters Score -5.318668e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406437 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -53186608.000000 Penalty: 6428.411621
	Iteration 73Q: 3 clusters Score -5.318661e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406599 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -53186504.000000 Penalty: 6428.411621
	Iteration 74Q: 3 clusters Score -5.31865e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406767 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -53186428.000000 Penalty: 6428.411621
	Iteration 75Q: 3 clusters Score -5.318643e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406934 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -53186416.000000 Penalty: 6428.411621
	Iteration 76Q: 3 clusters Score -5.318642e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407125 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -53186304.000000 Penalty: 6428.411621
	Iteration 77Q: 3 clusters Score -5.31863e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407338 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -53186192.000000 Penalty: 6428.411621
	Iteration 78Q: 3 clusters Score -5.318619e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407569 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -53186264.000000 Penalty: 6428.411621
	Iteration 79Q: 3 clusters Score -5.318626e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407799 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -53186264.000000 Penalty: 6428.411621
	Iteration 80F: 3 clusters Score -5.318626e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408079 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -53186112.000000 Penalty: 6428.411621
	Iteration 81Q: 3 clusters Score -5.318611e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408394 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -53186128.000000 Penalty: 6428.411621
	Iteration 82Q: 3 clusters Score -5.318613e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408742 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -53186348.000000 Penalty: 6428.411621
	Iteration 83Q: 3 clusters Score -5.318635e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409121 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -53186360.000000 Penalty: 6428.411621
	Iteration 84Q: 3 clusters Score -5.318636e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409540 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -53186752.000000 Penalty: 6428.411621
	Iteration 85Q: 3 clusters Score -5.318675e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409965 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -53187164.000000 Penalty: 6428.411621
	Iteration 86Q: 3 clusters Score -5.318716e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410361 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -53187944.000000 Penalty: 6428.411621
	Iteration 87Q: 3 clusters Score -5.318794e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410654 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -53188888.000000 Penalty: 6428.411621
	Iteration 88Q: 3 clusters Score -5.318889e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410744 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -53189548.000000 Penalty: 6428.411621
	Iteration 89Q: 3 clusters Score -5.318955e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410700 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -53189772.000000 Penalty: 6428.411621
	Iteration 90Q: 3 clusters Score -5.318977e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410635 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -53189980.000000 Penalty: 6428.411621
	Iteration 91Q: 3 clusters Score -5.318998e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410559 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -53190016.000000 Penalty: 6428.411621
	Iteration 92Q: 3 clusters Score -5.319002e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410445 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -53190172.000000 Penalty: 6428.411621
	Iteration 93Q: 3 clusters Score -5.319017e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410328 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -53190188.000000 Penalty: 6428.411621
	Iteration 94Q: 3 clusters Score -5.319019e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410220 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -53190224.000000 Penalty: 6428.411621
	Iteration 95Q: 3 clusters Score -5.319022e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410142 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -53190316.000000 Penalty: 6428.411621
	Iteration 96Q: 3 clusters Score -5.319032e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410069 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -53190400.000000 Penalty: 6428.411621
	Iteration 97Q: 3 clusters Score -5.31904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410021 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -53190412.000000 Penalty: 6428.411621
	Iteration 98Q: 3 clusters Score -5.319041e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409972 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -53190448.000000 Penalty: 6428.411621
	Iteration 99Q: 3 clusters Score -5.319045e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409931 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -53190524.000000 Penalty: 6428.411621
	Iteration 100F: 3 clusters Score -5.319052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409898 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -53190564.000000 Penalty: 6428.411621
	Iteration 101Q: 3 clusters Score -5.319056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409870 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -53190588.000000 Penalty: 6428.411621
	Iteration 102Q: 3 clusters Score -5.319059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409855 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -53190588.000000 Penalty: 6428.411621
	Iteration 103Q: 3 clusters Score -5.319059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409844 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -53190564.000000 Penalty: 6428.411621
	Iteration 104Q: 3 clusters Score -5.319056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409835 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -53190560.000000 Penalty: 6428.411621
	Iteration 105Q: 3 clusters Score -5.319056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409832 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -53190568.000000 Penalty: 6428.411621
	Iteration 106Q: 3 clusters Score -5.319057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409831 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -53190588.000000 Penalty: 6428.411621
	Iteration 107Q: 3 clusters Score -5.319059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409831 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -53190588.000000 Penalty: 6428.411621
	Iteration 108F: 3 clusters Score -5.319059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Entering Unmasked Estep 
Score: -141808480.000000 Penalty: 90098.476562
Splitting cluster 8 changes total score from -141749712.000000 to -141808480.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (27008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Entering Unmasked Estep 
Score: -3323978.000000 Penalty: 2530.564209
	Iteration 0F: 2 clusters Score -3323978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3305520.750000 Penalty: 5061.128418
	Iteration 0F: 3 clusters Score -3305521 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3312355.000000 Penalty: 5061.128418
	Iteration 1F: 3 clusters Score -3312355 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3313089.500000 Penalty: 5061.128418
	Iteration 2F: 3 clusters Score -3313090 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3313914.750000 Penalty: 5061.128418
	Iteration 3F: 3 clusters Score -3313915 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3314855.250000 Penalty: 5061.128418
	Iteration 4F: 3 clusters Score -3314855 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3315975.250000 Penalty: 5061.128418
	Iteration 5F: 3 clusters Score -3315975 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3317296.000000 Penalty: 5061.128418
	Iteration 6F: 3 clusters Score -3317296 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3318548.250000 Penalty: 5061.128418
	Iteration 7F: 3 clusters Score -3318548 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3319694.000000 Penalty: 5061.128418
	Iteration 8F: 3 clusters Score -3319694 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3320539.000000 Penalty: 5061.128418
	Iteration 9F: 3 clusters Score -3320539 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3321092.750000 Penalty: 5061.128418
	Iteration 10Q: 3 clusters Score -3321093 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3321462.250000 Penalty: 5061.128418
	Iteration 11Q: 3 clusters Score -3321462 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3321689.000000 Penalty: 5061.128418
	Iteration 12Q: 3 clusters Score -3321689 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3321852.750000 Penalty: 5061.128418
	Iteration 13Q: 3 clusters Score -3321853 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3321942.250000 Penalty: 5061.128418
	Iteration 14Q: 3 clusters Score -3321942 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3322009.500000 Penalty: 5061.128418
	Iteration 15Q: 3 clusters Score -3322010 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3322063.750000 Penalty: 5061.128418
	Iteration 16Q: 3 clusters Score -3322064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3322106.000000 Penalty: 5061.128418
	Iteration 17Q: 3 clusters Score -3322106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3322148.000000 Penalty: 5061.128418
	Iteration 18Q: 3 clusters Score -3322148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3322177.250000 Penalty: 5061.128418
	Iteration 19Q: 3 clusters Score -3322177 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3322184.000000 Penalty: 5061.128418
	Iteration 20F: 3 clusters Score -3322184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3322209.000000 Penalty: 5061.128418
	Iteration 21Q: 3 clusters Score -3322209 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3322227.000000 Penalty: 5061.128418
	Iteration 22Q: 3 clusters Score -3322227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3322240.250000 Penalty: 5061.128418
	Iteration 23Q: 3 clusters Score -3322240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3322263.750000 Penalty: 5061.128418
	Iteration 24Q: 3 clusters Score -3322264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3322292.500000 Penalty: 5061.128418
	Iteration 25Q: 3 clusters Score -3322292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3322320.000000 Penalty: 5061.128418
	Iteration 26Q: 3 clusters Score -3322320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3322338.750000 Penalty: 5061.128418
	Iteration 27Q: 3 clusters Score -3322339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3322372.000000 Penalty: 5061.128418
	Iteration 28Q: 3 clusters Score -3322372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3322404.750000 Penalty: 5061.128418
	Iteration 29Q: 3 clusters Score -3322405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3322427.500000 Penalty: 5061.128418
	Iteration 30Q: 3 clusters Score -3322428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3322474.500000 Penalty: 5061.128418
	Iteration 31Q: 3 clusters Score -3322474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3322522.750000 Penalty: 5061.128418
	Iteration 32Q: 3 clusters Score -3322523 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3322579.000000 Penalty: 5061.128418
	Iteration 33Q: 3 clusters Score -3322579 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3322673.500000 Penalty: 5061.128418
	Iteration 34Q: 3 clusters Score -3322674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3322812.500000 Penalty: 5061.128418
	Iteration 35Q: 3 clusters Score -3322812 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3322953.500000 Penalty: 5061.128418
	Iteration 36Q: 3 clusters Score -3322954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3323039.750000 Penalty: 5061.128418
	Iteration 37Q: 3 clusters Score -3323040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3323117.250000 Penalty: 5061.128418
	Iteration 38Q: 3 clusters Score -3323117 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3323193.250000 Penalty: 5061.128418
	Iteration 39Q: 3 clusters Score -3323193 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3323247.750000 Penalty: 5061.128418
	Iteration 40F: 3 clusters Score -3323248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3323286.750000 Penalty: 5061.128418
	Iteration 41Q: 3 clusters Score -3323287 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3323329.500000 Penalty: 5061.128418
	Iteration 42Q: 3 clusters Score -3323330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3323361.250000 Penalty: 5061.128418
	Iteration 43Q: 3 clusters Score -3323361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3323381.250000 Penalty: 5061.128418
	Iteration 44Q: 3 clusters Score -3323381 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3323405.250000 Penalty: 5061.128418
	Iteration 45Q: 3 clusters Score -3323405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3323410.500000 Penalty: 5061.128418
	Iteration 46Q: 3 clusters Score -3323410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3323415.750000 Penalty: 5061.128418
	Iteration 47Q: 3 clusters Score -3323416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3323425.000000 Penalty: 5061.128418
	Iteration 48Q: 3 clusters Score -3323425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3323425.250000 Penalty: 5061.128418
	Iteration 49Q: 3 clusters Score -3323425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3323424.750000 Penalty: 5061.128418
	Iteration 50Q: 3 clusters Score -3323425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3323424.250000 Penalty: 5061.128418
	Iteration 51Q: 3 clusters Score -3323424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3323425.500000 Penalty: 5061.128418
	Iteration 52Q: 3 clusters Score -3323426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3323431.500000 Penalty: 5061.128418
	Iteration 53Q: 3 clusters Score -3323432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3323432.000000 Penalty: 5061.128418
	Iteration 54Q: 3 clusters Score -3323432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3323432.750000 Penalty: 5061.128418
	Iteration 55Q: 3 clusters Score -3323433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3323431.750000 Penalty: 5061.128418
	Iteration 56Q: 3 clusters Score -3323432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3323431.750000 Penalty: 5061.128418
	Iteration 57Q: 3 clusters Score -3323432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3323435.500000 Penalty: 5061.128418
	Iteration 58Q: 3 clusters Score -3323436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3323435.750000 Penalty: 5061.128418
	Iteration 59Q: 3 clusters Score -3323436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3323438.250000 Penalty: 5061.128418
	Iteration 60F: 3 clusters Score -3323438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3323435.000000 Penalty: 5061.128418
	Iteration 61Q: 3 clusters Score -3323435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3323435.500000 Penalty: 5061.128418
	Iteration 62Q: 3 clusters Score -3323436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3323434.750000 Penalty: 5061.128418
	Iteration 63Q: 3 clusters Score -3323435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3323436.250000 Penalty: 5061.128418
	Iteration 64Q: 3 clusters Score -3323436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3323433.000000 Penalty: 5061.128418
	Iteration 65Q: 3 clusters Score -3323433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3323433.000000 Penalty: 5061.128418
	Iteration 66F: 3 clusters Score -3323433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -174920.156250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -174920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -172668.968750 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -172669 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -174836.125000 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -174836.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -176358.765625 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -176358.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176896.750000 Penalty: 3736.712158
	Iteration 3F: 3 clusters Score -176896.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177381.453125 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -177381.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -177871.281250 Penalty: 3736.712158
	Iteration 5F: 3 clusters Score -177871.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178162.875000 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -178162.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -178381.625000 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -178381.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -178448.296875 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -178448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178509.984375 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -178510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -178628.796875 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -178628.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178842.218750 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -178842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -178956.828125 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -178956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178967.812500 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -178967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178968.750000 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -178968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179024.015625 Penalty: 3736.712158
	Iteration 15F: 3 clusters Score -179024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -179192.515625 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -179192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179235.656250 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -179235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179240.093750 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -179240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179241.078125 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -179241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -179241.656250 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -179241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 18064 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Entering Unmasked Estep 
Score: -141811056.000000 Penalty: 93563.796875
Splitting cluster 10 changes total score from -141749712.000000 to -141811056.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (42926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Entering Unmasked Estep 
Score: -5323110.500000 Penalty: 2645.473633
	Iteration 0F: 2 clusters Score -5323110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5294229.500000 Penalty: 5290.947266
	Iteration 0F: 3 clusters Score -5294230 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5305163.000000 Penalty: 5290.947266
	Iteration 1F: 3 clusters Score -5305163 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5305790.500000 Penalty: 5290.947266
	Iteration 2Q: 3 clusters Score -5305790 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5306497.500000 Penalty: 5290.947266
	Iteration 3Q: 3 clusters Score -5306498 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5307260.000000 Penalty: 5290.947266
	Iteration 4Q: 3 clusters Score -5307260 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5308210.000000 Penalty: 5290.947266
	Iteration 5Q: 3 clusters Score -5308210 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5309397.500000 Penalty: 5290.947266
	Iteration 6F: 3 clusters Score -5309398 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5310672.000000 Penalty: 5290.947266
	Iteration 7F: 3 clusters Score -5310672 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5312034.500000 Penalty: 5290.947266
	Iteration 8F: 3 clusters Score -5312034 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5313196.500000 Penalty: 5290.947266
	Iteration 9F: 3 clusters Score -5313196 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5314159.500000 Penalty: 5290.947266
	Iteration 10Q: 3 clusters Score -5314160 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5314913.500000 Penalty: 5290.947266
	Iteration 11Q: 3 clusters Score -5314914 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5315401.500000 Penalty: 5290.947266
	Iteration 12Q: 3 clusters Score -5315402 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5315913.000000 Penalty: 5290.947266
	Iteration 13Q: 3 clusters Score -5315913 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5316374.500000 Penalty: 5290.947266
	Iteration 14Q: 3 clusters Score -5316374 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5316850.000000 Penalty: 5290.947266
	Iteration 15Q: 3 clusters Score -5316850 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5317281.500000 Penalty: 5290.947266
	Iteration 16Q: 3 clusters Score -5317282 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5317713.500000 Penalty: 5290.947266
	Iteration 17Q: 3 clusters Score -5317714 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5318168.500000 Penalty: 5290.947266
	Iteration 18Q: 3 clusters Score -5318168 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5318550.000000 Penalty: 5290.947266
	Iteration 19Q: 3 clusters Score -5318550 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -5318926.000000 Penalty: 5290.947266
	Iteration 20F: 3 clusters Score -5318926 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -5319214.500000 Penalty: 5290.947266
	Iteration 21Q: 3 clusters Score -5319214 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5319570.500000 Penalty: 5290.947266
	Iteration 22Q: 3 clusters Score -5319570 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5319820.000000 Penalty: 5290.947266
	Iteration 23Q: 3 clusters Score -5319820 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5320078.000000 Penalty: 5290.947266
	Iteration 24Q: 3 clusters Score -5320078 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5320336.000000 Penalty: 5290.947266
	Iteration 25Q: 3 clusters Score -5320336 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5320580.500000 Penalty: 5290.947266
	Iteration 26Q: 3 clusters Score -5320580 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5320772.000000 Penalty: 5290.947266
	Iteration 27Q: 3 clusters Score -5320772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5320916.500000 Penalty: 5290.947266
	Iteration 28Q: 3 clusters Score -5320916 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5321054.000000 Penalty: 5290.947266
	Iteration 29Q: 3 clusters Score -5321054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5321131.500000 Penalty: 5290.947266
	Iteration 30Q: 3 clusters Score -5321132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5321169.500000 Penalty: 5290.947266
	Iteration 31Q: 3 clusters Score -5321170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5321202.000000 Penalty: 5290.947266
	Iteration 32Q: 3 clusters Score -5321202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5321206.500000 Penalty: 5290.947266
	Iteration 33Q: 3 clusters Score -5321206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5321229.000000 Penalty: 5290.947266
	Iteration 34Q: 3 clusters Score -5321229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5321247.000000 Penalty: 5290.947266
	Iteration 35Q: 3 clusters Score -5321247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5321261.500000 Penalty: 5290.947266
	Iteration 36Q: 3 clusters Score -5321262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5321262.000000 Penalty: 5290.947266
	Iteration 37Q: 3 clusters Score -5321262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5321268.000000 Penalty: 5290.947266
	Iteration 38Q: 3 clusters Score -5321268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5321257.500000 Penalty: 5290.947266
	Iteration 39Q: 3 clusters Score -5321258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5321269.500000 Penalty: 5290.947266
	Iteration 40F: 3 clusters Score -5321270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5321265.000000 Penalty: 5290.947266
	Iteration 41Q: 3 clusters Score -5321265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5321274.500000 Penalty: 5290.947266
	Iteration 42Q: 3 clusters Score -5321274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5321271.000000 Penalty: 5290.947266
	Iteration 43Q: 3 clusters Score -5321271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5321281.000000 Penalty: 5290.947266
	Iteration 44Q: 3 clusters Score -5321281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5321285.000000 Penalty: 5290.947266
	Iteration 45Q: 3 clusters Score -5321285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5321287.500000 Penalty: 5290.947266
	Iteration 46Q: 3 clusters Score -5321288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5321286.000000 Penalty: 5290.947266
	Iteration 47Q: 3 clusters Score -5321286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5321282.000000 Penalty: 5290.947266
	Iteration 48Q: 3 clusters Score -5321282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5321284.000000 Penalty: 5290.947266
	Iteration 49Q: 3 clusters Score -5321284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5321291.000000 Penalty: 5290.947266
	Iteration 50Q: 3 clusters Score -5321291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5321292.500000 Penalty: 5290.947266
	Iteration 51Q: 3 clusters Score -5321292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5321296.500000 Penalty: 5290.947266
	Iteration 52Q: 3 clusters Score -5321296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5321301.000000 Penalty: 5290.947266
	Iteration 53Q: 3 clusters Score -5321301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5321301.500000 Penalty: 5290.947266
	Iteration 54Q: 3 clusters Score -5321302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5321296.500000 Penalty: 5290.947266
	Iteration 55Q: 3 clusters Score -5321296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5321295.500000 Penalty: 5290.947266
	Iteration 56Q: 3 clusters Score -5321296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5321295.000000 Penalty: 5290.947266
	Iteration 57Q: 3 clusters Score -5321295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5321294.500000 Penalty: 5290.947266
	Iteration 58Q: 3 clusters Score -5321294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5321291.500000 Penalty: 5290.947266
	Iteration 59Q: 3 clusters Score -5321292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5321299.000000 Penalty: 5290.947266
	Iteration 60F: 3 clusters Score -5321299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5321295.500000 Penalty: 5290.947266
	Iteration 61Q: 3 clusters Score -5321296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5321294.500000 Penalty: 5290.947266
	Iteration 62Q: 3 clusters Score -5321294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5321294.000000 Penalty: 5290.947266
	Iteration 63Q: 3 clusters Score -5321294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5321302.500000 Penalty: 5290.947266
	Iteration 64Q: 3 clusters Score -5321302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5321305.500000 Penalty: 5290.947266
	Iteration 65Q: 3 clusters Score -5321306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5321313.500000 Penalty: 5290.947266
	Iteration 66Q: 3 clusters Score -5321314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5321309.500000 Penalty: 5290.947266
	Iteration 67Q: 3 clusters Score -5321310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -5321313.000000 Penalty: 5290.947266
	Iteration 68Q: 3 clusters Score -5321313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5321312.500000 Penalty: 5290.947266
	Iteration 69Q: 3 clusters Score -5321312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5321312.500000 Penalty: 5290.947266
	Iteration 70F: 3 clusters Score -5321312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Entering Unmasked Estep 
Score: -2158836.750000 Penalty: 2430.815918
	Iteration 0F: 2 clusters Score -2158837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2146136.750000 Penalty: 4861.631836
	Iteration 0F: 3 clusters Score -2146137 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2150711.000000 Penalty: 4861.631836
	Iteration 1F: 3 clusters Score -2150711 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2151646.750000 Penalty: 4861.631836
	Iteration 2F: 3 clusters Score -2151647 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2152878.000000 Penalty: 4861.631836
	Iteration 3F: 3 clusters Score -2152878 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2154481.000000 Penalty: 4861.631836
	Iteration 4F: 3 clusters Score -2154481 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2156291.500000 Penalty: 4861.631836
	Iteration 5F: 3 clusters Score -2156292 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2157594.000000 Penalty: 4861.631836
	Iteration 6F: 3 clusters Score -2157594 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2158527.500000 Penalty: 4861.631836
	Iteration 7F: 3 clusters Score -2158528 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2159247.000000 Penalty: 4861.631836
	Iteration 8Q: 3 clusters Score -2159247 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2159797.500000 Penalty: 4861.631836
	Iteration 9Q: 3 clusters Score -2159798 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2160199.000000 Penalty: 4861.631836
	Iteration 10Q: 3 clusters Score -2160199 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2160480.250000 Penalty: 4861.631836
	Iteration 11Q: 3 clusters Score -2160480 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2160712.000000 Penalty: 4861.631836
	Iteration 12Q: 3 clusters Score -2160712 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2160849.500000 Penalty: 4861.631836
	Iteration 13Q: 3 clusters Score -2160850 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2160944.500000 Penalty: 4861.631836
	Iteration 14Q: 3 clusters Score -2160944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2161006.250000 Penalty: 4861.631836
	Iteration 15Q: 3 clusters Score -2161006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2161030.750000 Penalty: 4861.631836
	Iteration 16Q: 3 clusters Score -2161031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2161040.750000 Penalty: 4861.631836
	Iteration 17Q: 3 clusters Score -2161041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2161047.250000 Penalty: 4861.631836
	Iteration 18Q: 3 clusters Score -2161047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2161061.500000 Penalty: 4861.631836
	Iteration 19Q: 3 clusters Score -2161062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2161063.750000 Penalty: 4861.631836
	Iteration 20F: 3 clusters Score -2161064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2161065.000000 Penalty: 4861.631836
	Iteration 21Q: 3 clusters Score -2161065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2161067.500000 Penalty: 4861.631836
	Iteration 22Q: 3 clusters Score -2161068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2161066.000000 Penalty: 4861.631836
	Iteration 23Q: 3 clusters Score -2161066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2161068.750000 Penalty: 4861.631836
	Iteration 24Q: 3 clusters Score -2161069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2161070.250000 Penalty: 4861.631836
	Iteration 25Q: 3 clusters Score -2161070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2161070.750000 Penalty: 4861.631836
	Iteration 26Q: 3 clusters Score -2161071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2161072.000000 Penalty: 4861.631836
	Iteration 27Q: 3 clusters Score -2161072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2161073.000000 Penalty: 4861.631836
	Iteration 28Q: 3 clusters Score -2161073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2161072.000000 Penalty: 4861.631836
	Iteration 29Q: 3 clusters Score -2161072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2161073.500000 Penalty: 4861.631836
	Iteration 30Q: 3 clusters Score -2161074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2161071.500000 Penalty: 4861.631836
	Iteration 31Q: 3 clusters Score -2161072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2161072.750000 Penalty: 4861.631836
	Iteration 32Q: 3 clusters Score -2161073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2161072.250000 Penalty: 4861.631836
	Iteration 33Q: 3 clusters Score -2161072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2161072.250000 Penalty: 4861.631836
	Iteration 34F: 3 clusters Score -2161072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 28722 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Entering Unmasked Estep 
Score: -141814608.000000 Penalty: 97029.125000
Splitting cluster 12 changes total score from -141749712.000000 to -141814608.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (28722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Entering Unmasked Estep 
Score: -3472365.250000 Penalty: 2545.823975
	Iteration 0F: 2 clusters Score -3472365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3452587.750000 Penalty: 5091.647949
	Iteration 0F: 3 clusters Score -3452588 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3459900.000000 Penalty: 5091.647949
	Iteration 1F: 3 clusters Score -3459900 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3460923.000000 Penalty: 5091.647949
	Iteration 2F: 3 clusters Score -3460923 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3462062.750000 Penalty: 5091.647949
	Iteration 3F: 3 clusters Score -3462063 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3463382.750000 Penalty: 5091.647949
	Iteration 4F: 3 clusters Score -3463383 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3464776.500000 Penalty: 5091.647949
	Iteration 5F: 3 clusters Score -3464776 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3466176.250000 Penalty: 5091.647949
	Iteration 6F: 3 clusters Score -3466176 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3467418.000000 Penalty: 5091.647949
	Iteration 7F: 3 clusters Score -3467418 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3468350.250000 Penalty: 5091.647949
	Iteration 8F: 3 clusters Score -3468350 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3469044.500000 Penalty: 5091.647949
	Iteration 9Q: 3 clusters Score -3469044 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3469646.750000 Penalty: 5091.647949
	Iteration 10Q: 3 clusters Score -3469647 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3470136.250000 Penalty: 5091.647949
	Iteration 11Q: 3 clusters Score -3470136 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3470666.250000 Penalty: 5091.647949
	Iteration 12Q: 3 clusters Score -3470666 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3471261.000000 Penalty: 5091.647949
	Iteration 13Q: 3 clusters Score -3471261 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3471829.500000 Penalty: 5091.647949
	Iteration 14Q: 3 clusters Score -3471830 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3472317.500000 Penalty: 5091.647949
	Iteration 15Q: 3 clusters Score -3472318 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3472723.500000 Penalty: 5091.647949
	Iteration 16Q: 3 clusters Score -3472724 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3472988.500000 Penalty: 5091.647949
	Iteration 17Q: 3 clusters Score -3472988 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3473159.250000 Penalty: 5091.647949
	Iteration 18Q: 3 clusters Score -3473159 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3473296.000000 Penalty: 5091.647949
	Iteration 19Q: 3 clusters Score -3473296 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3473434.500000 Penalty: 5091.647949
	Iteration 20F: 3 clusters Score -3473434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3473590.750000 Penalty: 5091.647949
	Iteration 21Q: 3 clusters Score -3473591 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3473725.000000 Penalty: 5091.647949
	Iteration 22Q: 3 clusters Score -3473725 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3473872.750000 Penalty: 5091.647949
	Iteration 23Q: 3 clusters Score -3473873 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3474022.500000 Penalty: 5091.647949
	Iteration 24Q: 3 clusters Score -3474022 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3474185.000000 Penalty: 5091.647949
	Iteration 25Q: 3 clusters Score -3474185 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3474342.000000 Penalty: 5091.647949
	Iteration 26Q: 3 clusters Score -3474342 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3474513.000000 Penalty: 5091.647949
	Iteration 27Q: 3 clusters Score -3474513 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3474701.000000 Penalty: 5091.647949
	Iteration 28Q: 3 clusters Score -3474701 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3474917.750000 Penalty: 5091.647949
	Iteration 29Q: 3 clusters Score -3474918 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3475207.000000 Penalty: 5091.647949
	Iteration 30Q: 3 clusters Score -3475207 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3475599.000000 Penalty: 5091.647949
	Iteration 31Q: 3 clusters Score -3475599 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3476187.750000 Penalty: 5091.647949
	Iteration 32Q: 3 clusters Score -3476188 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3476938.000000 Penalty: 5091.647949
	Iteration 33Q: 3 clusters Score -3476938 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3477755.750000 Penalty: 5091.647949
	Iteration 34Q: 3 clusters Score -3477756 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3478574.500000 Penalty: 5091.647949
	Iteration 35Q: 3 clusters Score -3478574 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3479316.000000 Penalty: 5091.647949
	Iteration 36Q: 3 clusters Score -3479316 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3479831.750000 Penalty: 5091.647949
	Iteration 37Q: 3 clusters Score -3479832 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3480280.750000 Penalty: 5091.647949
	Iteration 38Q: 3 clusters Score -3480281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3480577.250000 Penalty: 5091.647949
	Iteration 39Q: 3 clusters Score -3480577 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3481074.000000 Penalty: 5091.647949
	Iteration 40F: 3 clusters Score -3481074 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3481418.750000 Penalty: 5091.647949
	Iteration 41Q: 3 clusters Score -3481419 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3481573.000000 Penalty: 5091.647949
	Iteration 42Q: 3 clusters Score -3481573 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3481636.500000 Penalty: 5091.647949
	Iteration 43Q: 3 clusters Score -3481636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3481666.000000 Penalty: 5091.647949
	Iteration 44Q: 3 clusters Score -3481666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3481671.000000 Penalty: 5091.647949
	Iteration 45Q: 3 clusters Score -3481671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3481675.500000 Penalty: 5091.647949
	Iteration 46Q: 3 clusters Score -3481676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3481682.750000 Penalty: 5091.647949
	Iteration 47Q: 3 clusters Score -3481683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3481692.250000 Penalty: 5091.647949
	Iteration 48Q: 3 clusters Score -3481692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3481693.500000 Penalty: 5091.647949
	Iteration 49Q: 3 clusters Score -3481694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3481718.250000 Penalty: 5091.647949
	Iteration 50Q: 3 clusters Score -3481718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3481721.250000 Penalty: 5091.647949
	Iteration 51Q: 3 clusters Score -3481721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3481719.750000 Penalty: 5091.647949
	Iteration 52Q: 3 clusters Score -3481720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3481717.750000 Penalty: 5091.647949
	Iteration 53Q: 3 clusters Score -3481718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3481722.750000 Penalty: 5091.647949
	Iteration 54Q: 3 clusters Score -3481723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3481718.500000 Penalty: 5091.647949
	Iteration 55Q: 3 clusters Score -3481718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3481718.250000 Penalty: 5091.647949
	Iteration 56Q: 3 clusters Score -3481718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3481715.500000 Penalty: 5091.647949
	Iteration 57Q: 3 clusters Score -3481716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3481717.000000 Penalty: 5091.647949
	Iteration 58Q: 3 clusters Score -3481717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3481718.750000 Penalty: 5091.647949
	Iteration 59Q: 3 clusters Score -3481719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3481726.250000 Penalty: 5091.647949
	Iteration 60F: 3 clusters Score -3481726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3481724.750000 Penalty: 5091.647949
	Iteration 61Q: 3 clusters Score -3481725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3481726.250000 Penalty: 5091.647949
	Iteration 62Q: 3 clusters Score -3481726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3481723.750000 Penalty: 5091.647949
	Iteration 63Q: 3 clusters Score -3481724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3481726.000000 Penalty: 5091.647949
	Iteration 64Q: 3 clusters Score -3481726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3481726.500000 Penalty: 5091.647949
	Iteration 65Q: 3 clusters Score -3481726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3481718.750000 Penalty: 5091.647949
	Iteration 66Q: 3 clusters Score -3481719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3481717.000000 Penalty: 5091.647949
	Iteration 67Q: 3 clusters Score -3481717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3481717.250000 Penalty: 5091.647949
	Iteration 68Q: 3 clusters Score -3481717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3481721.750000 Penalty: 5091.647949
	Iteration 69Q: 3 clusters Score -3481722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3481718.000000 Penalty: 5091.647949
	Iteration 70Q: 3 clusters Score -3481718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3481722.000000 Penalty: 5091.647949
	Iteration 71Q: 3 clusters Score -3481722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3481717.500000 Penalty: 5091.647949
	Iteration 72Q: 3 clusters Score -3481718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3481711.000000 Penalty: 5091.647949
	Iteration 73Q: 3 clusters Score -3481711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3481712.000000 Penalty: 5091.647949
	Iteration 74Q: 3 clusters Score -3481712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3481713.750000 Penalty: 5091.647949
	Iteration 75Q: 3 clusters Score -3481714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3481713.750000 Penalty: 5091.647949
	Iteration 76F: 3 clusters Score -3481714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 28321 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Entering Unmasked Estep 
Score: -141823392.000000 Penalty: 100494.453125
Splitting cluster 13 changes total score from -141749712.000000 to -141823392.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (28321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Entering Unmasked Estep 
Score: -3555174.000000 Penalty: 2542.336914
	Iteration 0F: 2 clusters Score -3555174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3535728.000000 Penalty: 5084.673828
	Iteration 0F: 3 clusters Score -3535728 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3543169.750000 Penalty: 5084.673828
	Iteration 1F: 3 clusters Score -3543170 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3543951.000000 Penalty: 5084.673828
	Iteration 2F: 3 clusters Score -3543951 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3544767.000000 Penalty: 5084.673828
	Iteration 3F: 3 clusters Score -3544767 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3545589.750000 Penalty: 5084.673828
	Iteration 4F: 3 clusters Score -3545590 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3546412.250000 Penalty: 5084.673828
	Iteration 5F: 3 clusters Score -3546412 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3547215.000000 Penalty: 5084.673828
	Iteration 6F: 3 clusters Score -3547215 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3548053.000000 Penalty: 5084.673828
	Iteration 7Q: 3 clusters Score -3548053 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3548954.500000 Penalty: 5084.673828
	Iteration 8Q: 3 clusters Score -3548954 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3550056.000000 Penalty: 5084.673828
	Iteration 9F: 3 clusters Score -3550056 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3551082.750000 Penalty: 5084.673828
	Iteration 10Q: 3 clusters Score -3551083 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3551928.000000 Penalty: 5084.673828
	Iteration 11Q: 3 clusters Score -3551928 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3552558.500000 Penalty: 5084.673828
	Iteration 12Q: 3 clusters Score -3552558 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3553117.250000 Penalty: 5084.673828
	Iteration 13Q: 3 clusters Score -3553117 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3553573.500000 Penalty: 5084.673828
	Iteration 14Q: 3 clusters Score -3553574 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3553976.750000 Penalty: 5084.673828
	Iteration 15Q: 3 clusters Score -3553977 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3554421.250000 Penalty: 5084.673828
	Iteration 16Q: 3 clusters Score -3554421 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3554931.250000 Penalty: 5084.673828
	Iteration 17Q: 3 clusters Score -3554931 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3555448.250000 Penalty: 5084.673828
	Iteration 18Q: 3 clusters Score -3555448 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3555879.000000 Penalty: 5084.673828
	Iteration 19Q: 3 clusters Score -3555879 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3556243.500000 Penalty: 5084.673828
	Iteration 20F: 3 clusters Score -3556244 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3556513.750000 Penalty: 5084.673828
	Iteration 21Q: 3 clusters Score -3556514 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3556740.500000 Penalty: 5084.673828
	Iteration 22Q: 3 clusters Score -3556740 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3556865.500000 Penalty: 5084.673828
	Iteration 23Q: 3 clusters Score -3556866 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3556944.750000 Penalty: 5084.673828
	Iteration 24Q: 3 clusters Score -3556945 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3556983.500000 Penalty: 5084.673828
	Iteration 25Q: 3 clusters Score -3556984 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3557031.750000 Penalty: 5084.673828
	Iteration 26Q: 3 clusters Score -3557032 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3557085.000000 Penalty: 5084.673828
	Iteration 27Q: 3 clusters Score -3557085 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3557111.250000 Penalty: 5084.673828
	Iteration 28Q: 3 clusters Score -3557111 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3557121.250000 Penalty: 5084.673828
	Iteration 29Q: 3 clusters Score -3557121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3557131.250000 Penalty: 5084.673828
	Iteration 30Q: 3 clusters Score -3557131 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3557143.500000 Penalty: 5084.673828
	Iteration 31Q: 3 clusters Score -3557144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3557155.250000 Penalty: 5084.673828
	Iteration 32Q: 3 clusters Score -3557155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3557161.750000 Penalty: 5084.673828
	Iteration 33Q: 3 clusters Score -3557162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3557177.500000 Penalty: 5084.673828
	Iteration 34Q: 3 clusters Score -3557178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3557173.250000 Penalty: 5084.673828
	Iteration 35Q: 3 clusters Score -3557173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3557182.000000 Penalty: 5084.673828
	Iteration 36Q: 3 clusters Score -3557182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3557177.250000 Penalty: 5084.673828
	Iteration 37Q: 3 clusters Score -3557177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3557185.250000 Penalty: 5084.673828
	Iteration 38Q: 3 clusters Score -3557185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3557182.500000 Penalty: 5084.673828
	Iteration 39Q: 3 clusters Score -3557182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3557178.750000 Penalty: 5084.673828
	Iteration 40F: 3 clusters Score -3557179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3557176.250000 Penalty: 5084.673828
	Iteration 41Q: 3 clusters Score -3557176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3557176.250000 Penalty: 5084.673828
	Iteration 42Q: 3 clusters Score -3557176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3557182.750000 Penalty: 5084.673828
	Iteration 43Q: 3 clusters Score -3557183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3557181.250000 Penalty: 5084.673828
	Iteration 44Q: 3 clusters Score -3557181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3557184.500000 Penalty: 5084.673828
	Iteration 45Q: 3 clusters Score -3557184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3557184.750000 Penalty: 5084.673828
	Iteration 46Q: 3 clusters Score -3557185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3557184.500000 Penalty: 5084.673828
	Iteration 47Q: 3 clusters Score -3557184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3557187.750000 Penalty: 5084.673828
	Iteration 48Q: 3 clusters Score -3557188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3557190.750000 Penalty: 5084.673828
	Iteration 49Q: 3 clusters Score -3557191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3557189.750000 Penalty: 5084.673828
	Iteration 50Q: 3 clusters Score -3557190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3557185.500000 Penalty: 5084.673828
	Iteration 51Q: 3 clusters Score -3557186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3557185.250000 Penalty: 5084.673828
	Iteration 52Q: 3 clusters Score -3557185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3557182.000000 Penalty: 5084.673828
	Iteration 53Q: 3 clusters Score -3557182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3557189.750000 Penalty: 5084.673828
	Iteration 54Q: 3 clusters Score -3557190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3557195.750000 Penalty: 5084.673828
	Iteration 55Q: 3 clusters Score -3557196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3557195.500000 Penalty: 5084.673828
	Iteration 56Q: 3 clusters Score -3557196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3557196.750000 Penalty: 5084.673828
	Iteration 57Q: 3 clusters Score -3557197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3557195.250000 Penalty: 5084.673828
	Iteration 58Q: 3 clusters Score -3557195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3557194.750000 Penalty: 5084.673828
	Iteration 59Q: 3 clusters Score -3557195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3557194.750000 Penalty: 5084.673828
	Iteration 60F: 3 clusters Score -3557195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 37643 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Entering Unmasked Estep 
Score: -141825056.000000 Penalty: 103959.773438
Splitting cluster 14 changes total score from -141749712.000000 to -141825056.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (37643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Entering Unmasked Estep 
Score: -4716400.500000 Penalty: 2612.903809
	Iteration 0F: 2 clusters Score -4716400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4690779.000000 Penalty: 5225.807617
	Iteration 0F: 3 clusters Score -4690779 nChanged 17123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4700597.000000 Penalty: 5225.807617
	Iteration 1F: 3 clusters Score -4700597 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4702072.500000 Penalty: 5225.807617
	Iteration 2F: 3 clusters Score -4702072 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4704438.500000 Penalty: 5225.807617
	Iteration 3F: 3 clusters Score -4704438 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4707209.000000 Penalty: 5225.807617
	Iteration 4F: 3 clusters Score -4707209 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4710203.500000 Penalty: 5225.807617
	Iteration 5F: 3 clusters Score -4710204 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4712762.000000 Penalty: 5225.807617
	Iteration 6F: 3 clusters Score -4712762 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4714427.500000 Penalty: 5225.807617
	Iteration 7F: 3 clusters Score -4714428 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4715393.000000 Penalty: 5225.807617
	Iteration 8Q: 3 clusters Score -4715393 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4716117.000000 Penalty: 5225.807617
	Iteration 9Q: 3 clusters Score -4716117 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4716677.500000 Penalty: 5225.807617
	Iteration 10Q: 3 clusters Score -4716678 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4717161.500000 Penalty: 5225.807617
	Iteration 11Q: 3 clusters Score -4717162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4717547.500000 Penalty: 5225.807617
	Iteration 12Q: 3 clusters Score -4717548 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4717844.000000 Penalty: 5225.807617
	Iteration 13Q: 3 clusters Score -4717844 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4718156.000000 Penalty: 5225.807617
	Iteration 14Q: 3 clusters Score -4718156 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4718439.500000 Penalty: 5225.807617
	Iteration 15Q: 3 clusters Score -4718440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4718695.500000 Penalty: 5225.807617
	Iteration 16Q: 3 clusters Score -4718696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4718904.000000 Penalty: 5225.807617
	Iteration 17Q: 3 clusters Score -4718904 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4719043.000000 Penalty: 5225.807617
	Iteration 18Q: 3 clusters Score -4719043 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4719112.500000 Penalty: 5225.807617
	Iteration 19Q: 3 clusters Score -4719112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4719142.000000 Penalty: 5225.807617
	Iteration 20F: 3 clusters Score -4719142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4719154.500000 Penalty: 5225.807617
	Iteration 21Q: 3 clusters Score -4719154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4719154.000000 Penalty: 5225.807617
	Iteration 22Q: 3 clusters Score -4719154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4719160.000000 Penalty: 5225.807617
	Iteration 23Q: 3 clusters Score -4719160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4719163.000000 Penalty: 5225.807617
	Iteration 24Q: 3 clusters Score -4719163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4719158.500000 Penalty: 5225.807617
	Iteration 25Q: 3 clusters Score -4719158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4719155.500000 Penalty: 5225.807617
	Iteration 26Q: 3 clusters Score -4719156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4719162.500000 Penalty: 5225.807617
	Iteration 27Q: 3 clusters Score -4719162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4719164.000000 Penalty: 5225.807617
	Iteration 28Q: 3 clusters Score -4719164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4719164.000000 Penalty: 5225.807617
	Iteration 29F: 3 clusters Score -4719164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 20257 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Entering Unmasked Estep 
Score: -141826976.000000 Penalty: 107425.101562
Splitting cluster 15 changes total score from -141749712.000000 to -141826976.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (20257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Entering Unmasked Estep 
Score: -2230164.500000 Penalty: 2459.231445
	Iteration 0F: 2 clusters Score -2230164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2215884.000000 Penalty: 4918.462891
	Iteration 0F: 3 clusters Score -2215884 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2222375.750000 Penalty: 4918.462891
	Iteration 1F: 3 clusters Score -2222376 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2226539.500000 Penalty: 4918.462891
	Iteration 2F: 3 clusters Score -2226540 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2230390.500000 Penalty: 4918.462891
	Iteration 3F: 3 clusters Score -2230390 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2232030.500000 Penalty: 4918.462891
	Iteration 4F: 3 clusters Score -2232030 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2232538.500000 Penalty: 4918.462891
	Iteration 5Q: 3 clusters Score -2232538 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2232751.750000 Penalty: 4918.462891
	Iteration 6Q: 3 clusters Score -2232752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2232868.500000 Penalty: 4918.462891
	Iteration 7Q: 3 clusters Score -2232868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2232938.750000 Penalty: 4918.462891
	Iteration 8Q: 3 clusters Score -2232939 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2232979.250000 Penalty: 4918.462891
	Iteration 9Q: 3 clusters Score -2232979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2233016.000000 Penalty: 4918.462891
	Iteration 10Q: 3 clusters Score -2233016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2233053.000000 Penalty: 4918.462891
	Iteration 11Q: 3 clusters Score -2233053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2233069.750000 Penalty: 4918.462891
	Iteration 12Q: 3 clusters Score -2233070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2233080.750000 Penalty: 4918.462891
	Iteration 13Q: 3 clusters Score -2233081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2233092.500000 Penalty: 4918.462891
	Iteration 14Q: 3 clusters Score -2233092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2233106.250000 Penalty: 4918.462891
	Iteration 15Q: 3 clusters Score -2233106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2233117.500000 Penalty: 4918.462891
	Iteration 16Q: 3 clusters Score -2233118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2233115.250000 Penalty: 4918.462891
	Iteration 17Q: 3 clusters Score -2233115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2233119.750000 Penalty: 4918.462891
	Iteration 18Q: 3 clusters Score -2233120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2233126.750000 Penalty: 4918.462891
	Iteration 19Q: 3 clusters Score -2233127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2233126.500000 Penalty: 4918.462891
	Iteration 20F: 3 clusters Score -2233126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2233129.750000 Penalty: 4918.462891
	Iteration 21Q: 3 clusters Score -2233130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2233135.000000 Penalty: 4918.462891
	Iteration 22Q: 3 clusters Score -2233135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2233135.750000 Penalty: 4918.462891
	Iteration 23Q: 3 clusters Score -2233136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2233141.000000 Penalty: 4918.462891
	Iteration 24Q: 3 clusters Score -2233141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2233145.000000 Penalty: 4918.462891
	Iteration 25Q: 3 clusters Score -2233145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2233143.750000 Penalty: 4918.462891
	Iteration 26Q: 3 clusters Score -2233144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2233144.250000 Penalty: 4918.462891
	Iteration 27Q: 3 clusters Score -2233144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2233151.500000 Penalty: 4918.462891
	Iteration 28Q: 3 clusters Score -2233152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2233150.000000 Penalty: 4918.462891
	Iteration 29Q: 3 clusters Score -2233150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2233156.250000 Penalty: 4918.462891
	Iteration 30Q: 3 clusters Score -2233156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2233151.750000 Penalty: 4918.462891
	Iteration 31Q: 3 clusters Score -2233152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2233155.250000 Penalty: 4918.462891
	Iteration 32Q: 3 clusters Score -2233155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2233153.250000 Penalty: 4918.462891
	Iteration 33Q: 3 clusters Score -2233153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2233161.750000 Penalty: 4918.462891
	Iteration 34Q: 3 clusters Score -2233162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2233164.500000 Penalty: 4918.462891
	Iteration 35Q: 3 clusters Score -2233164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2233163.750000 Penalty: 4918.462891
	Iteration 36Q: 3 clusters Score -2233164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2233167.250000 Penalty: 4918.462891
	Iteration 37Q: 3 clusters Score -2233167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2233173.500000 Penalty: 4918.462891
	Iteration 38Q: 3 clusters Score -2233174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2233172.750000 Penalty: 4918.462891
	Iteration 39Q: 3 clusters Score -2233173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2233175.000000 Penalty: 4918.462891
	Iteration 40F: 3 clusters Score -2233175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2233175.000000 Penalty: 4918.462891
	Iteration 41Q: 3 clusters Score -2233175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2233174.500000 Penalty: 4918.462891
	Iteration 42Q: 3 clusters Score -2233174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2233171.750000 Penalty: 4918.462891
	Iteration 43Q: 3 clusters Score -2233172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2233173.000000 Penalty: 4918.462891
	Iteration 44Q: 3 clusters Score -2233173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2233173.750000 Penalty: 4918.462891
	Iteration 45Q: 3 clusters Score -2233174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2233173.750000 Penalty: 4918.462891
	Iteration 46F: 3 clusters Score -2233174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 12331 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 15620 members 
Entering Unmasked Estep 
Score: -141828320.000000 Penalty: 110890.429688
Splitting cluster 16 changes total score from -141749712.000000 to -141828320.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -383185.500000 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -383185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -379904.781250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -379904.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380546.562500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -380546.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -380750.281250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -380750.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -380947.312500 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -380947.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -381195.968750 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -381196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -381446.281250 Penalty: 3983.405762
	Iteration 5F: 3 clusters Score -381446.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -381716.968750 Penalty: 3983.405762
	Iteration 6F: 3 clusters Score -381717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -381985.593750 Penalty: 3983.405762
	Iteration 7F: 3 clusters Score -381985.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -382182.781250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -382182.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -382331.187500 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -382331.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -382510.906250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -382510.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -382641.406250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -382641.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -382806.000000 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -382806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -382905.687500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -382905.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -382951.250000 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -382951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -382959.781250 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -382959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -382961.718750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -382961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -382962.343750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -382962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -382962.625000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -382962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -382962.625000 Penalty: 3983.405762
	Iteration 19F: 3 clusters Score -382962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Entering Unmasked Estep 
Score: -4223233.500000 Penalty: 2588.563721
	Iteration 0F: 2 clusters Score -4223234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4199902.500000 Penalty: 5177.127441
	Iteration 0F: 3 clusters Score -4199902 nChanged 15579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4208322.500000 Penalty: 5177.127441
	Iteration 1F: 3 clusters Score -4208322 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4208854.000000 Penalty: 5177.127441
	Iteration 2Q: 3 clusters Score -4208854 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4209438.500000 Penalty: 5177.127441
	Iteration 3Q: 3 clusters Score -4209438 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4210055.500000 Penalty: 5177.127441
	Iteration 4Q: 3 clusters Score -4210056 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4210891.500000 Penalty: 5177.127441
	Iteration 5Q: 3 clusters Score -4210892 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4211889.500000 Penalty: 5177.127441
	Iteration 6F: 3 clusters Score -4211890 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4213255.500000 Penalty: 5177.127441
	Iteration 7F: 3 clusters Score -4213256 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4214939.500000 Penalty: 5177.127441
	Iteration 8F: 3 clusters Score -4214940 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4216645.500000 Penalty: 5177.127441
	Iteration 9F: 3 clusters Score -4216646 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4217884.000000 Penalty: 5177.127441
	Iteration 10Q: 3 clusters Score -4217884 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4218792.000000 Penalty: 5177.127441
	Iteration 11Q: 3 clusters Score -4218792 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4219370.000000 Penalty: 5177.127441
	Iteration 12Q: 3 clusters Score -4219370 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4219769.000000 Penalty: 5177.127441
	Iteration 13Q: 3 clusters Score -4219769 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4220140.000000 Penalty: 5177.127441
	Iteration 14Q: 3 clusters Score -4220140 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4220443.000000 Penalty: 5177.127441
	Iteration 15Q: 3 clusters Score -4220443 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4220690.000000 Penalty: 5177.127441
	Iteration 16Q: 3 clusters Score -4220690 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -4220912.000000 Penalty: 5177.127441
	Iteration 17Q: 3 clusters Score -4220912 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4221066.000000 Penalty: 5177.127441
	Iteration 18Q: 3 clusters Score -4221066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4221202.000000 Penalty: 5177.127441
	Iteration 19Q: 3 clusters Score -4221202 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4221294.500000 Penalty: 5177.127441
	Iteration 20F: 3 clusters Score -4221294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4221358.500000 Penalty: 5177.127441
	Iteration 21Q: 3 clusters Score -4221358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4221409.500000 Penalty: 5177.127441
	Iteration 22Q: 3 clusters Score -4221410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4221459.500000 Penalty: 5177.127441
	Iteration 23Q: 3 clusters Score -4221460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4221493.000000 Penalty: 5177.127441
	Iteration 24Q: 3 clusters Score -4221493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4221538.000000 Penalty: 5177.127441
	Iteration 25Q: 3 clusters Score -4221538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4221553.000000 Penalty: 5177.127441
	Iteration 26Q: 3 clusters Score -4221553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4221573.000000 Penalty: 5177.127441
	Iteration 27Q: 3 clusters Score -4221573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4221599.500000 Penalty: 5177.127441
	Iteration 28Q: 3 clusters Score -4221600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4221614.500000 Penalty: 5177.127441
	Iteration 29Q: 3 clusters Score -4221614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4221614.500000 Penalty: 5177.127441
	Iteration 30Q: 3 clusters Score -4221614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4221635.500000 Penalty: 5177.127441
	Iteration 31Q: 3 clusters Score -4221636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4221641.500000 Penalty: 5177.127441
	Iteration 32Q: 3 clusters Score -4221642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4221649.000000 Penalty: 5177.127441
	Iteration 33Q: 3 clusters Score -4221649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4221651.000000 Penalty: 5177.127441
	Iteration 34Q: 3 clusters Score -4221651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4221661.000000 Penalty: 5177.127441
	Iteration 35Q: 3 clusters Score -4221661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4221669.000000 Penalty: 5177.127441
	Iteration 36Q: 3 clusters Score -4221669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4221675.500000 Penalty: 5177.127441
	Iteration 37Q: 3 clusters Score -4221676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4221669.000000 Penalty: 5177.127441
	Iteration 38Q: 3 clusters Score -4221669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4221672.000000 Penalty: 5177.127441
	Iteration 39Q: 3 clusters Score -4221672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4221673.500000 Penalty: 5177.127441
	Iteration 40F: 3 clusters Score -4221674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4221689.500000 Penalty: 5177.127441
	Iteration 41Q: 3 clusters Score -4221690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4221690.500000 Penalty: 5177.127441
	Iteration 42Q: 3 clusters Score -4221690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4221686.500000 Penalty: 5177.127441
	Iteration 43Q: 3 clusters Score -4221686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4221687.000000 Penalty: 5177.127441
	Iteration 44Q: 3 clusters Score -4221687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4221687.000000 Penalty: 5177.127441
	Iteration 45Q: 3 clusters Score -4221687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4221690.500000 Penalty: 5177.127441
	Iteration 46Q: 3 clusters Score -4221690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4221690.500000 Penalty: 5177.127441
	Iteration 47Q: 3 clusters Score -4221690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4221688.500000 Penalty: 5177.127441
	Iteration 48Q: 3 clusters Score -4221688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4221688.500000 Penalty: 5177.127441
	Iteration 49F: 3 clusters Score -4221688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Entering Unmasked Estep 
Score: -11945133.000000 Penalty: 2846.850098
	Iteration 0F: 2 clusters Score -1.194513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -11880526.000000 Penalty: 5693.700195
	Iteration 0F: 3 clusters Score -1.188053e+07 nChanged 45608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -11907000.000000 Penalty: 5693.700195
	Iteration 1F: 3 clusters Score -1.1907e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -11908382.000000 Penalty: 5693.700195
	Iteration 2Q: 3 clusters Score -1.190838e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -11910496.000000 Penalty: 5693.700195
	Iteration 3Q: 3 clusters Score -1.19105e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -11913860.000000 Penalty: 5693.700195
	Iteration 4F: 3 clusters Score -1.191386e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -11919226.000000 Penalty: 5693.700195
	Iteration 5F: 3 clusters Score -1.191923e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -11926317.000000 Penalty: 5693.700195
	Iteration 6F: 3 clusters Score -1.192632e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -11933579.000000 Penalty: 5693.700195
	Iteration 7F: 3 clusters Score -1.193358e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -11938428.000000 Penalty: 5693.700195
	Iteration 8F: 3 clusters Score -1.193843e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -11940770.000000 Penalty: 5693.700195
	Iteration 9Q: 3 clusters Score -1.194077e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -11941768.000000 Penalty: 5693.700195
	Iteration 10Q: 3 clusters Score -1.194177e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -11942175.000000 Penalty: 5693.700195
	Iteration 11Q: 3 clusters Score -1.194218e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -11942384.000000 Penalty: 5693.700195
	Iteration 12Q: 3 clusters Score -1.194238e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -11942514.000000 Penalty: 5693.700195
	Iteration 13Q: 3 clusters Score -1.194251e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -11942564.000000 Penalty: 5693.700195
	Iteration 14Q: 3 clusters Score -1.194256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -11942601.000000 Penalty: 5693.700195
	Iteration 15Q: 3 clusters Score -1.19426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -11942649.000000 Penalty: 5693.700195
	Iteration 16Q: 3 clusters Score -1.194265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -11942660.000000 Penalty: 5693.700195
	Iteration 17Q: 3 clusters Score -1.194266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -11942687.000000 Penalty: 5693.700195
	Iteration 18Q: 3 clusters Score -1.194269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -11942706.000000 Penalty: 5693.700195
	Iteration 19Q: 3 clusters Score -1.194271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -11942705.000000 Penalty: 5693.700195
	Iteration 20F: 3 clusters Score -1.19427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -11942711.000000 Penalty: 5693.700195
	Iteration 21Q: 3 clusters Score -1.194271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -11942743.000000 Penalty: 5693.700195
	Iteration 22Q: 3 clusters Score -1.194274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -11942743.000000 Penalty: 5693.700195
	Iteration 23Q: 3 clusters Score -1.194274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -11942750.000000 Penalty: 5693.700195
	Iteration 24Q: 3 clusters Score -1.194275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -11942763.000000 Penalty: 5693.700195
	Iteration 25Q: 3 clusters Score -1.194276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -11942760.000000 Penalty: 5693.700195
	Iteration 26Q: 3 clusters Score -1.194276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -11942767.000000 Penalty: 5693.700195
	Iteration 27Q: 3 clusters Score -1.194277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -11942767.000000 Penalty: 5693.700195
	Iteration 28F: 3 clusters Score -1.194277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Entering Unmasked Estep 
Score: -1471826.500000 Penalty: 2336.128174
	Iteration 0F: 2 clusters Score -1471826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1462733.000000 Penalty: 4672.256348
	Iteration 0F: 3 clusters Score -1462733 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1465873.125000 Penalty: 4672.256348
	Iteration 1F: 3 clusters Score -1465873 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1466888.125000 Penalty: 4672.256348
	Iteration 2F: 3 clusters Score -1466888 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1468197.500000 Penalty: 4672.256348
	Iteration 3F: 3 clusters Score -1468198 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1469822.375000 Penalty: 4672.256348
	Iteration 4F: 3 clusters Score -1469822 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1471451.875000 Penalty: 4672.256348
	Iteration 5F: 3 clusters Score -1471452 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1472426.750000 Penalty: 4672.256348
	Iteration 6F: 3 clusters Score -1472427 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1472822.500000 Penalty: 4672.256348
	Iteration 7Q: 3 clusters Score -1472822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1472961.625000 Penalty: 4672.256348
	Iteration 8Q: 3 clusters Score -1472962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1473029.625000 Penalty: 4672.256348
	Iteration 9Q: 3 clusters Score -1473030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1473054.375000 Penalty: 4672.256348
	Iteration 10Q: 3 clusters Score -1473054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1473073.125000 Penalty: 4672.256348
	Iteration 11Q: 3 clusters Score -1473073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1473081.375000 Penalty: 4672.256348
	Iteration 12Q: 3 clusters Score -1473081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1473086.000000 Penalty: 4672.256348
	Iteration 13Q: 3 clusters Score -1473086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1473087.500000 Penalty: 4672.256348
	Iteration 14Q: 3 clusters Score -1473088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1473086.125000 Penalty: 4672.256348
	Iteration 15Q: 3 clusters Score -1473086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1473085.750000 Penalty: 4672.256348
	Iteration 16Q: 3 clusters Score -1473086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1473087.500000 Penalty: 4672.256348
	Iteration 17Q: 3 clusters Score -1473088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1473084.750000 Penalty: 4672.256348
	Iteration 18Q: 3 clusters Score -1473085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1473084.750000 Penalty: 4672.256348
	Iteration 19F: 3 clusters Score -1473085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 195404 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 15620 members 
Mstep: Class 33 contains 3384 members 
Entering Unmasked Estep 
Score: -141828240.000000 Penalty: 114355.757812
Splitting cluster 20 changes total score from -141749712.000000 to -141828240.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (195404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195404 members 
Entering Unmasked Estep 
Score: -24066338.000000 Penalty: 3021.340332
	Iteration 0F: 2 clusters Score -2.406634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -23936496.000000 Penalty: 6042.680664
	Iteration 0F: 3 clusters Score -2.39365e+07 nChanged 94377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -23992136.000000 Penalty: 6042.680664
	Iteration 1F: 3 clusters Score -2.399214e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -23993714.000000 Penalty: 6042.680664
	Iteration 2Q: 3 clusters Score -2.399371e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -23996052.000000 Penalty: 6042.680664
	Iteration 3Q: 3 clusters Score -2.399605e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -24000638.000000 Penalty: 6042.680664
	Iteration 4F: 3 clusters Score -2.400064e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -24008782.000000 Penalty: 6042.680664
	Iteration 5F: 3 clusters Score -2.400878e+07 nChanged 16191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -24021574.000000 Penalty: 6042.680664
	Iteration 6F: 3 clusters Score -2.402157e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -24036814.000000 Penalty: 6042.680664
	Iteration 7F: 3 clusters Score -2.403681e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -24050360.000000 Penalty: 6042.680664
	Iteration 8F: 3 clusters Score -2.405036e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187970 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -24058290.000000 Penalty: 6042.680664
	Iteration 9Q: 3 clusters Score -2.405829e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192236 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -24061664.000000 Penalty: 6042.680664
	Iteration 10Q: 3 clusters Score -2.406166e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193854 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24063016.000000 Penalty: 6042.680664
	Iteration 11Q: 3 clusters Score -2.406302e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194423 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24063520.000000 Penalty: 6042.680664
	Iteration 12Q: 3 clusters Score -2.406352e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -24063766.000000 Penalty: 6042.680664
	Iteration 13Q: 3 clusters Score -2.406377e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -24063856.000000 Penalty: 6042.680664
	Iteration 14Q: 3 clusters Score -2.406386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194726 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -24063874.000000 Penalty: 6042.680664
	Iteration 15Q: 3 clusters Score -2.406387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -24063906.000000 Penalty: 6042.680664
	Iteration 16Q: 3 clusters Score -2.406391e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -24063972.000000 Penalty: 6042.680664
	Iteration 17Q: 3 clusters Score -2.406397e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -24064034.000000 Penalty: 6042.680664
	Iteration 18Q: 3 clusters Score -2.406403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194771 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -24064112.000000 Penalty: 6042.680664
	Iteration 19Q: 3 clusters Score -2.406411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194772 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -24064126.000000 Penalty: 6042.680664
	Iteration 20F: 3 clusters Score -2.406413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -24064176.000000 Penalty: 6042.680664
	Iteration 21Q: 3 clusters Score -2.406418e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -24064164.000000 Penalty: 6042.680664
	Iteration 22Q: 3 clusters Score -2.406416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194752 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -24064244.000000 Penalty: 6042.680664
	Iteration 23Q: 3 clusters Score -2.406424e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24064278.000000 Penalty: 6042.680664
	Iteration 24Q: 3 clusters Score -2.406428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194753 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -24064332.000000 Penalty: 6042.680664
	Iteration 25Q: 3 clusters Score -2.406433e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24064382.000000 Penalty: 6042.680664
	Iteration 26Q: 3 clusters Score -2.406438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194724 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -24064426.000000 Penalty: 6042.680664
	Iteration 27Q: 3 clusters Score -2.406443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -24064468.000000 Penalty: 6042.680664
	Iteration 28Q: 3 clusters Score -2.406447e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -24064500.000000 Penalty: 6042.680664
	Iteration 29Q: 3 clusters Score -2.40645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24064548.000000 Penalty: 6042.680664
	Iteration 30Q: 3 clusters Score -2.406455e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194643 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24064656.000000 Penalty: 6042.680664
	Iteration 31Q: 3 clusters Score -2.406466e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194596 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -24064868.000000 Penalty: 6042.680664
	Iteration 32Q: 3 clusters Score -2.406487e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194534 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -24065030.000000 Penalty: 6042.680664
	Iteration 33Q: 3 clusters Score -2.406503e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194458 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -24065300.000000 Penalty: 6042.680664
	Iteration 34Q: 3 clusters Score -2.40653e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194328 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24065628.000000 Penalty: 6042.680664
	Iteration 35Q: 3 clusters Score -2.406563e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194170 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24065856.000000 Penalty: 6042.680664
	Iteration 36Q: 3 clusters Score -2.406586e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -24065964.000000 Penalty: 6042.680664
	Iteration 37Q: 3 clusters Score -2.406596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193949 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24066060.000000 Penalty: 6042.680664
	Iteration 38Q: 3 clusters Score -2.406606e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193899 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24066110.000000 Penalty: 6042.680664
	Iteration 39Q: 3 clusters Score -2.406611e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193862 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24066356.000000 Penalty: 6042.680664
	Iteration 40F: 3 clusters Score -2.406636e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193598 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -24066604.000000 Penalty: 6042.680664
	Iteration 41Q: 3 clusters Score -2.40666e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193344 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -24066734.000000 Penalty: 6042.680664
	Iteration 42Q: 3 clusters Score -2.406673e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193148 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -24066888.000000 Penalty: 6042.680664
	Iteration 43Q: 3 clusters Score -2.406689e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192959 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -24067032.000000 Penalty: 6042.680664
	Iteration 44Q: 3 clusters Score -2.406703e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192782 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24067106.000000 Penalty: 6042.680664
	Iteration 45Q: 3 clusters Score -2.406711e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192595 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -24067218.000000 Penalty: 6042.680664
	Iteration 46Q: 3 clusters Score -2.406722e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192428 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -24067240.000000 Penalty: 6042.680664
	Iteration 47Q: 3 clusters Score -2.406724e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -24067282.000000 Penalty: 6042.680664
	Iteration 48Q: 3 clusters Score -2.406728e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192166 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -24067324.000000 Penalty: 6042.680664
	Iteration 49Q: 3 clusters Score -2.406732e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -24067366.000000 Penalty: 6042.680664
	Iteration 50Q: 3 clusters Score -2.406737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192004 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -24067372.000000 Penalty: 6042.680664
	Iteration 51Q: 3 clusters Score -2.406737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191950 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -24067394.000000 Penalty: 6042.680664
	Iteration 52Q: 3 clusters Score -2.406739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191907 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -24067382.000000 Penalty: 6042.680664
	Iteration 53Q: 3 clusters Score -2.406738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191875 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -24067404.000000 Penalty: 6042.680664
	Iteration 54Q: 3 clusters Score -2.40674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191858 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -24067412.000000 Penalty: 6042.680664
	Iteration 55Q: 3 clusters Score -2.406741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191853 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -24067402.000000 Penalty: 6042.680664
	Iteration 56Q: 3 clusters Score -2.40674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191844 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -24067416.000000 Penalty: 6042.680664
	Iteration 57Q: 3 clusters Score -2.406742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191834 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -24067424.000000 Penalty: 6042.680664
	Iteration 58Q: 3 clusters Score -2.406742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -24067446.000000 Penalty: 6042.680664
	Iteration 59Q: 3 clusters Score -2.406745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191805 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -24067478.000000 Penalty: 6042.680664
	Iteration 60F: 3 clusters Score -2.406748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -24067488.000000 Penalty: 6042.680664
	Iteration 61Q: 3 clusters Score -2.406749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191718 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -24067494.000000 Penalty: 6042.680664
	Iteration 62Q: 3 clusters Score -2.406749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -24067546.000000 Penalty: 6042.680664
	Iteration 63Q: 3 clusters Score -2.406755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -24067562.000000 Penalty: 6042.680664
	Iteration 64Q: 3 clusters Score -2.406756e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -24067594.000000 Penalty: 6042.680664
	Iteration 65Q: 3 clusters Score -2.406759e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -24067606.000000 Penalty: 6042.680664
	Iteration 66Q: 3 clusters Score -2.406761e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191517 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -24067592.000000 Penalty: 6042.680664
	Iteration 67Q: 3 clusters Score -2.406759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -24067578.000000 Penalty: 6042.680664
	Iteration 68Q: 3 clusters Score -2.406758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -24067598.000000 Penalty: 6042.680664
	Iteration 69Q: 3 clusters Score -2.40676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -24067582.000000 Penalty: 6042.680664
	Iteration 70Q: 3 clusters Score -2.406758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191457 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -24067580.000000 Penalty: 6042.680664
	Iteration 71Q: 3 clusters Score -2.406758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191442 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -24067596.000000 Penalty: 6042.680664
	Iteration 72Q: 3 clusters Score -2.40676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -24067606.000000 Penalty: 6042.680664
	Iteration 73Q: 3 clusters Score -2.406761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -24067614.000000 Penalty: 6042.680664
	Iteration 74Q: 3 clusters Score -2.406761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191405 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -24067612.000000 Penalty: 6042.680664
	Iteration 75Q: 3 clusters Score -2.406761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -24067606.000000 Penalty: 6042.680664
	Iteration 76Q: 3 clusters Score -2.406761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191387 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -24067624.000000 Penalty: 6042.680664
	Iteration 77Q: 3 clusters Score -2.406762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191376 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -24067622.000000 Penalty: 6042.680664
	Iteration 78Q: 3 clusters Score -2.406762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -24067622.000000 Penalty: 6042.680664
	Iteration 79Q: 3 clusters Score -2.406762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191361 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -24067618.000000 Penalty: 6042.680664
	Iteration 80F: 3 clusters Score -2.406762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -24067610.000000 Penalty: 6042.680664
	Iteration 81Q: 3 clusters Score -2.406761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191354 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -24067606.000000 Penalty: 6042.680664
	Iteration 82Q: 3 clusters Score -2.406761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191348 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -24067610.000000 Penalty: 6042.680664
	Iteration 83Q: 3 clusters Score -2.406761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191345 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -24067610.000000 Penalty: 6042.680664
	Iteration 84Q: 3 clusters Score -2.406761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191339 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -24067622.000000 Penalty: 6042.680664
	Iteration 85Q: 3 clusters Score -2.406762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191330 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -24067610.000000 Penalty: 6042.680664
	Iteration 86Q: 3 clusters Score -2.406761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191320 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -24067616.000000 Penalty: 6042.680664
	Iteration 87Q: 3 clusters Score -2.406762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191312 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -24067616.000000 Penalty: 6042.680664
	Iteration 88Q: 3 clusters Score -2.406762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191309 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -24067616.000000 Penalty: 6042.680664
	Iteration 89Q: 3 clusters Score -2.406762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191307 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -24067606.000000 Penalty: 6042.680664
	Iteration 90Q: 3 clusters Score -2.406761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191306 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -24067624.000000 Penalty: 6042.680664
	Iteration 91Q: 3 clusters Score -2.406762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191303 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -24067620.000000 Penalty: 6042.680664
	Iteration 92Q: 3 clusters Score -2.406762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191303 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -24067620.000000 Penalty: 6042.680664
	Iteration 93F: 3 clusters Score -2.406762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 191303 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 15620 members 
Mstep: Class 33 contains 3384 members 
Mstep: Class 34 contains 4101 members 
Entering Unmasked Estep 
Score: -141828912.000000 Penalty: 117821.078125
Splitting cluster 21 changes total score from -141749712.000000 to -141828912.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (28513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Entering Unmasked Estep 
Score: -3332038.500000 Penalty: 2544.012695
	Iteration 0F: 2 clusters Score -3332038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3312438.750000 Penalty: 5088.025391
	Iteration 0F: 3 clusters Score -3312439 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3319790.250000 Penalty: 5088.025391
	Iteration 1F: 3 clusters Score -3319790 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3320839.000000 Penalty: 5088.025391
	Iteration 2F: 3 clusters Score -3320839 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3322053.250000 Penalty: 5088.025391
	Iteration 3F: 3 clusters Score -3322053 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3323381.000000 Penalty: 5088.025391
	Iteration 4F: 3 clusters Score -3323381 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3324701.500000 Penalty: 5088.025391
	Iteration 5F: 3 clusters Score -3324702 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3326050.750000 Penalty: 5088.025391
	Iteration 6F: 3 clusters Score -3326051 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3327239.500000 Penalty: 5088.025391
	Iteration 7F: 3 clusters Score -3327240 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3328229.000000 Penalty: 5088.025391
	Iteration 8F: 3 clusters Score -3328229 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3328948.500000 Penalty: 5088.025391
	Iteration 9Q: 3 clusters Score -3328948 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3329383.250000 Penalty: 5088.025391
	Iteration 10Q: 3 clusters Score -3329383 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3329691.250000 Penalty: 5088.025391
	Iteration 11Q: 3 clusters Score -3329691 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3329900.000000 Penalty: 5088.025391
	Iteration 12Q: 3 clusters Score -3329900 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3330052.500000 Penalty: 5088.025391
	Iteration 13Q: 3 clusters Score -3330052 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3330184.000000 Penalty: 5088.025391
	Iteration 14Q: 3 clusters Score -3330184 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3330288.500000 Penalty: 5088.025391
	Iteration 15Q: 3 clusters Score -3330288 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3330388.250000 Penalty: 5088.025391
	Iteration 16Q: 3 clusters Score -3330388 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3330501.750000 Penalty: 5088.025391
	Iteration 17Q: 3 clusters Score -3330502 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3330580.250000 Penalty: 5088.025391
	Iteration 18Q: 3 clusters Score -3330580 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3330650.000000 Penalty: 5088.025391
	Iteration 19Q: 3 clusters Score -3330650 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3330718.250000 Penalty: 5088.025391
	Iteration 20F: 3 clusters Score -3330718 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3330781.750000 Penalty: 5088.025391
	Iteration 21Q: 3 clusters Score -3330782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3330829.000000 Penalty: 5088.025391
	Iteration 22Q: 3 clusters Score -3330829 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3330890.750000 Penalty: 5088.025391
	Iteration 23Q: 3 clusters Score -3330891 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3330945.750000 Penalty: 5088.025391
	Iteration 24Q: 3 clusters Score -3330946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3331019.500000 Penalty: 5088.025391
	Iteration 25Q: 3 clusters Score -3331020 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3331077.250000 Penalty: 5088.025391
	Iteration 26Q: 3 clusters Score -3331077 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3331133.250000 Penalty: 5088.025391
	Iteration 27Q: 3 clusters Score -3331133 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3331181.750000 Penalty: 5088.025391
	Iteration 28Q: 3 clusters Score -3331182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3331239.500000 Penalty: 5088.025391
	Iteration 29Q: 3 clusters Score -3331240 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3331332.750000 Penalty: 5088.025391
	Iteration 30Q: 3 clusters Score -3331333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3331425.750000 Penalty: 5088.025391
	Iteration 31Q: 3 clusters Score -3331426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3331474.750000 Penalty: 5088.025391
	Iteration 32Q: 3 clusters Score -3331475 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3331510.750000 Penalty: 5088.025391
	Iteration 33Q: 3 clusters Score -3331511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3331549.250000 Penalty: 5088.025391
	Iteration 34Q: 3 clusters Score -3331549 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3331571.000000 Penalty: 5088.025391
	Iteration 35Q: 3 clusters Score -3331571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3331613.500000 Penalty: 5088.025391
	Iteration 36Q: 3 clusters Score -3331614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3331651.750000 Penalty: 5088.025391
	Iteration 37Q: 3 clusters Score -3331652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3331677.750000 Penalty: 5088.025391
	Iteration 38Q: 3 clusters Score -3331678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3331722.500000 Penalty: 5088.025391
	Iteration 39Q: 3 clusters Score -3331722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3331741.750000 Penalty: 5088.025391
	Iteration 40F: 3 clusters Score -3331742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3331760.500000 Penalty: 5088.025391
	Iteration 41Q: 3 clusters Score -3331760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3331776.250000 Penalty: 5088.025391
	Iteration 42Q: 3 clusters Score -3331776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3331789.750000 Penalty: 5088.025391
	Iteration 43Q: 3 clusters Score -3331790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3331810.500000 Penalty: 5088.025391
	Iteration 44Q: 3 clusters Score -3331810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3331827.250000 Penalty: 5088.025391
	Iteration 45Q: 3 clusters Score -3331827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3331836.250000 Penalty: 5088.025391
	Iteration 46Q: 3 clusters Score -3331836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3331856.250000 Penalty: 5088.025391
	Iteration 47Q: 3 clusters Score -3331856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3331865.500000 Penalty: 5088.025391
	Iteration 48Q: 3 clusters Score -3331866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3331884.750000 Penalty: 5088.025391
	Iteration 49Q: 3 clusters Score -3331885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3331901.250000 Penalty: 5088.025391
	Iteration 50Q: 3 clusters Score -3331901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3331915.250000 Penalty: 5088.025391
	Iteration 51Q: 3 clusters Score -3331915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3331927.250000 Penalty: 5088.025391
	Iteration 52Q: 3 clusters Score -3331927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3331938.500000 Penalty: 5088.025391
	Iteration 53Q: 3 clusters Score -3331938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3331963.000000 Penalty: 5088.025391
	Iteration 54Q: 3 clusters Score -3331963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3331988.500000 Penalty: 5088.025391
	Iteration 55Q: 3 clusters Score -3331988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3332011.000000 Penalty: 5088.025391
	Iteration 56Q: 3 clusters Score -3332011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3332023.750000 Penalty: 5088.025391
	Iteration 57Q: 3 clusters Score -3332024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3332036.000000 Penalty: 5088.025391
	Iteration 58Q: 3 clusters Score -3332036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3332062.500000 Penalty: 5088.025391
	Iteration 59Q: 3 clusters Score -3332062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3332086.500000 Penalty: 5088.025391
	Iteration 60F: 3 clusters Score -3332086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3332112.500000 Penalty: 5088.025391
	Iteration 61Q: 3 clusters Score -3332112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3332131.000000 Penalty: 5088.025391
	Iteration 62Q: 3 clusters Score -3332131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3332144.750000 Penalty: 5088.025391
	Iteration 63Q: 3 clusters Score -3332145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3332155.000000 Penalty: 5088.025391
	Iteration 64Q: 3 clusters Score -3332155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3332159.750000 Penalty: 5088.025391
	Iteration 65Q: 3 clusters Score -3332160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3332172.250000 Penalty: 5088.025391
	Iteration 66Q: 3 clusters Score -3332172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3332188.000000 Penalty: 5088.025391
	Iteration 67Q: 3 clusters Score -3332188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3332192.500000 Penalty: 5088.025391
	Iteration 68Q: 3 clusters Score -3332192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3332195.000000 Penalty: 5088.025391
	Iteration 69Q: 3 clusters Score -3332195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3332193.750000 Penalty: 5088.025391
	Iteration 70Q: 3 clusters Score -3332194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3332195.250000 Penalty: 5088.025391
	Iteration 71Q: 3 clusters Score -3332195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3332196.000000 Penalty: 5088.025391
	Iteration 72Q: 3 clusters Score -3332196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3332196.000000 Penalty: 5088.025391
	Iteration 73F: 3 clusters Score -3332196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 191303 members 
Mstep: Class 22 contains 26079 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 15620 members 
Mstep: Class 33 contains 3384 members 
Mstep: Class 34 contains 4101 members 
Mstep: Class 35 contains 2434 members 
Entering Unmasked Estep 
Score: -141828064.000000 Penalty: 121286.406250
Splitting cluster 22 changes total score from -141749712.000000 to -141828064.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -364839.687500 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -364839.7 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 1798 members 
Entering Unmasked Estep 
Score: -361461.656250 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -361461.7 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -364032.343750 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -364032.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -368431.906250 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -368431.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -372950.781250 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -372950.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -375841.531250 Penalty: 4046.624023
	Iteration 4F: 3 clusters Score -375841.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376998.031250 Penalty: 4046.624023
	Iteration 5Q: 3 clusters Score -376998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377041.843750 Penalty: 4046.624023
	Iteration 6Q: 3 clusters Score -377041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377041.843750 Penalty: 4046.624023
	Iteration 7F: 3 clusters Score -377041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 191303 members 
Mstep: Class 22 contains 26079 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 49656 members 
Mstep: Class 25 contains 4434 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 13145 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 15620 members 
Mstep: Class 33 contains 3384 members 
Mstep: Class 34 contains 4101 members 
Mstep: Class 35 contains 2434 members 
Mstep: Class 36 contains 1203 members 
Entering Unmasked Estep 
Score: -141842048.000000 Penalty: 124751.734375
Splitting cluster 23 changes total score from -141749712.000000 to -141842048.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57468 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 409831 members 
Mstep: Class 9 contains 27008 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 34124 members 
Mstep: Class 19 contains 96687 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 191303 members 
Mstep: Class 22 contains 26079 members 
Mstep: Class 23 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141856208.000000 Penalty: 124751.734375
Iteration 39Q: 37 clusters Score -1.418562e+08 nChanged 27362
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 57651 members 
Mstep: Class 3 contains 25336 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 20996 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 415035 members 
Mstep: Class 9 contains 26844 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 42930 members 
Mstep: Class 12 contains 6174 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 14 contains 18340 members 
Mstep: Class 15 contains 33790 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 34315 members 
Mstep: Class 19 contains 95531 members 
Mstep: Class 20 contains 9378 members 
Mstep: Class 21 contains 189856 members 
Mstep: Class 22 contains 27213 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 47528 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 15481 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 12925 members 
Mstep: Class 30 contains 9877 members 
Mstep: Class 31 contains 3623 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 3302 members 
Mstep: Class 34 contains 4145 members 
Mstep: Class 35 contains 2523 members 
Mstep: Class 36 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141873376.000000 Penalty: 124751.734375
Iteration 40F: 37 clusters Score -1.418734e+08 nChanged 22221
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57571 members 
Mstep: Class 3 contains 24349 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 19414 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 415118 members 
Mstep: Class 9 contains 26436 members 
Mstep: Class 10 contains 1252 members 
Mstep: Class 11 contains 42583 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 19044 members 
Mstep: Class 15 contains 33629 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 34194 members 
Mstep: Class 19 contains 94846 members 
Mstep: Class 20 contains 9493 members 
Mstep: Class 21 contains 187216 members 
Mstep: Class 22 contains 27024 members 
Mstep: Class 23 contains 2449 members 
Mstep: Class 24 contains 49465 members 
Mstep: Class 25 contains 4861 members 
Mstep: Class 26 contains 16133 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 11578 members 
Mstep: Class 29 contains 13147 members 
Mstep: Class 30 contains 10405 members 
Mstep: Class 31 contains 3848 members 
Mstep: Class 32 contains 16707 members 
Mstep: Class 33 contains 3410 members 
Mstep: Class 34 contains 4302 members 
Mstep: Class 35 contains 2817 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141882384.000000 Penalty: 124751.734375
Iteration 41Q: 37 clusters Score -1.418824e+08 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57485 members 
Mstep: Class 3 contains 23531 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 2136 members 
Mstep: Class 6 contains 18250 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 415268 members 
Mstep: Class 9 contains 26158 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 42336 members 
Mstep: Class 12 contains 6378 members 
Mstep: Class 13 contains 15091 members 
Mstep: Class 14 contains 19718 members 
Mstep: Class 15 contains 33479 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 2383 members 
Mstep: Class 18 contains 34090 members 
Mstep: Class 19 contains 94420 members 
Mstep: Class 20 contains 9556 members 
Mstep: Class 21 contains 185169 members 
Mstep: Class 22 contains 27254 members 
Mstep: Class 23 contains 2340 members 
Mstep: Class 24 contains 50882 members 
Mstep: Class 25 contains 5095 members 
Mstep: Class 26 contains 16629 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 11580 members 
Mstep: Class 29 contains 13238 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 3999 members 
Mstep: Class 32 contains 17825 members 
Mstep: Class 33 contains 3441 members 
Mstep: Class 34 contains 4396 members 
Mstep: Class 35 contains 2923 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141886688.000000 Penalty: 124751.734375
Iteration 42Q: 37 clusters Score -1.418867e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57391 members 
Mstep: Class 3 contains 22813 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 17409 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 415304 members 
Mstep: Class 9 contains 25949 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 20302 members 
Mstep: Class 15 contains 33369 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 2313 members 
Mstep: Class 18 contains 34013 members 
Mstep: Class 19 contains 94158 members 
Mstep: Class 20 contains 9607 members 
Mstep: Class 21 contains 183415 members 
Mstep: Class 22 contains 27628 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 51963 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 17027 members 
Mstep: Class 27 contains 569 members 
Mstep: Class 28 contains 11548 members 
Mstep: Class 29 contains 13264 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 4112 members 
Mstep: Class 32 contains 18594 members 
Mstep: Class 33 contains 3463 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 3022 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141888832.000000 Penalty: 124751.734375
Iteration 43Q: 37 clusters Score -1.418888e+08 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57268 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2224 members 
Mstep: Class 6 contains 16762 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 415266 members 
Mstep: Class 9 contains 25793 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 41954 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 33221 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 33924 members 
Mstep: Class 19 contains 94077 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 181862 members 
Mstep: Class 22 contains 28128 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 52836 members 
Mstep: Class 25 contains 5357 members 
Mstep: Class 26 contains 17358 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 11532 members 
Mstep: Class 29 contains 13288 members 
Mstep: Class 30 contains 11387 members 
Mstep: Class 31 contains 4216 members 
Mstep: Class 32 contains 19087 members 
Mstep: Class 33 contains 3477 members 
Mstep: Class 34 contains 4557 members 
Mstep: Class 35 contains 3109 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141889968.000000 Penalty: 124751.734375
Iteration 44Q: 37 clusters Score -1.4189e+08 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57166 members 
Mstep: Class 3 contains 21600 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 16306 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 415319 members 
Mstep: Class 9 contains 25673 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 41850 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14951 members 
Mstep: Class 14 contains 21428 members 
Mstep: Class 15 contains 33066 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 33811 members 
Mstep: Class 19 contains 94086 members 
Mstep: Class 20 contains 9670 members 
Mstep: Class 21 contains 180351 members 
Mstep: Class 22 contains 28639 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 53545 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 17638 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 13300 members 
Mstep: Class 30 contains 11600 members 
Mstep: Class 31 contains 4293 members 
Mstep: Class 32 contains 19418 members 
Mstep: Class 33 contains 3486 members 
Mstep: Class 34 contains 4625 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141892032.000000 Penalty: 124751.734375
Iteration 45Q: 37 clusters Score -1.41892e+08 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57056 members 
Mstep: Class 3 contains 21029 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 15950 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 415317 members 
Mstep: Class 9 contains 25601 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 41743 members 
Mstep: Class 12 contains 6548 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 21953 members 
Mstep: Class 15 contains 32938 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 2256 members 
Mstep: Class 18 contains 33713 members 
Mstep: Class 19 contains 94141 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 178876 members 
Mstep: Class 22 contains 29223 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 54112 members 
Mstep: Class 25 contains 5512 members 
Mstep: Class 26 contains 17898 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 11460 members 
Mstep: Class 29 contains 13313 members 
Mstep: Class 30 contains 11775 members 
Mstep: Class 31 contains 4347 members 
Mstep: Class 32 contains 19668 members 
Mstep: Class 33 contains 3505 members 
Mstep: Class 34 contains 4712 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141893280.000000 Penalty: 124751.734375
Iteration 46Q: 37 clusters Score -1.418933e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56964 members 
Mstep: Class 3 contains 20495 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 15687 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 415127 members 
Mstep: Class 9 contains 25552 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 41678 members 
Mstep: Class 12 contains 6584 members 
Mstep: Class 13 contains 14922 members 
Mstep: Class 14 contains 22408 members 
Mstep: Class 15 contains 32805 members 
Mstep: Class 16 contains 4935 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 94258 members 
Mstep: Class 20 contains 9701 members 
Mstep: Class 21 contains 177580 members 
Mstep: Class 22 contains 29854 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 54626 members 
Mstep: Class 25 contains 5582 members 
Mstep: Class 26 contains 18146 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 11430 members 
Mstep: Class 29 contains 13310 members 
Mstep: Class 30 contains 11888 members 
Mstep: Class 31 contains 4386 members 
Mstep: Class 32 contains 19852 members 
Mstep: Class 33 contains 3524 members 
Mstep: Class 34 contains 4794 members 
Mstep: Class 35 contains 3341 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141894400.000000 Penalty: 124751.734375
Iteration 47Q: 37 clusters Score -1.418944e+08 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56893 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 414916 members 
Mstep: Class 9 contains 25526 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 41630 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 14931 members 
Mstep: Class 14 contains 22830 members 
Mstep: Class 15 contains 32660 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 33407 members 
Mstep: Class 19 contains 94383 members 
Mstep: Class 20 contains 9709 members 
Mstep: Class 21 contains 176326 members 
Mstep: Class 22 contains 30553 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 55013 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 18389 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 13318 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 19964 members 
Mstep: Class 33 contains 3537 members 
Mstep: Class 34 contains 4885 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141895104.000000 Penalty: 124751.734375
Iteration 48Q: 37 clusters Score -1.418951e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56839 members 
Mstep: Class 3 contains 19546 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 15297 members 
Mstep: Class 7 contains 5612 members 
Mstep: Class 8 contains 414627 members 
Mstep: Class 9 contains 25502 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 41603 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 23216 members 
Mstep: Class 15 contains 32534 members 
Mstep: Class 16 contains 5060 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 33197 members 
Mstep: Class 19 contains 94581 members 
Mstep: Class 20 contains 9714 members 
Mstep: Class 21 contains 175153 members 
Mstep: Class 22 contains 31226 members 
Mstep: Class 23 contains 2095 members 
Mstep: Class 24 contains 55375 members 
Mstep: Class 25 contains 5742 members 
Mstep: Class 26 contains 18602 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 13311 members 
Mstep: Class 30 contains 12055 members 
Mstep: Class 31 contains 4468 members 
Mstep: Class 32 contains 20069 members 
Mstep: Class 33 contains 3543 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141896112.000000 Penalty: 124751.734375
Iteration 49Q: 37 clusters Score -1.418961e+08 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56783 members 
Mstep: Class 3 contains 19105 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 15162 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 8 contains 414301 members 
Mstep: Class 9 contains 25507 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 41594 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 23576 members 
Mstep: Class 15 contains 32378 members 
Mstep: Class 16 contains 5097 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 33023 members 
Mstep: Class 19 contains 94815 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 174025 members 
Mstep: Class 22 contains 31925 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 55672 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 18795 members 
Mstep: Class 27 contains 558 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 13319 members 
Mstep: Class 30 contains 12114 members 
Mstep: Class 31 contains 4508 members 
Mstep: Class 32 contains 20156 members 
Mstep: Class 33 contains 3550 members 
Mstep: Class 34 contains 5090 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141897344.000000 Penalty: 124751.734375
Iteration 50Q: 37 clusters Score -1.418973e+08 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56753 members 
Mstep: Class 3 contains 18670 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 15047 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 413958 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 41581 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 23960 members 
Mstep: Class 15 contains 32249 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 32807 members 
Mstep: Class 19 contains 95035 members 
Mstep: Class 20 contains 9716 members 
Mstep: Class 21 contains 172943 members 
Mstep: Class 22 contains 32683 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 55893 members 
Mstep: Class 25 contains 5875 members 
Mstep: Class 26 contains 18951 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 11336 members 
Mstep: Class 29 contains 13334 members 
Mstep: Class 30 contains 12171 members 
Mstep: Class 31 contains 4527 members 
Mstep: Class 32 contains 20214 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 5202 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141898208.000000 Penalty: 124751.734375
Iteration 51Q: 37 clusters Score -1.418982e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56755 members 
Mstep: Class 3 contains 18236 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14971 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 413595 members 
Mstep: Class 9 contains 25520 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 41596 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 24298 members 
Mstep: Class 15 contains 32121 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 95283 members 
Mstep: Class 20 contains 9718 members 
Mstep: Class 21 contains 171885 members 
Mstep: Class 22 contains 33427 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 56043 members 
Mstep: Class 25 contains 5958 members 
Mstep: Class 26 contains 19089 members 
Mstep: Class 27 contains 555 members 
Mstep: Class 28 contains 11317 members 
Mstep: Class 29 contains 13339 members 
Mstep: Class 30 contains 12212 members 
Mstep: Class 31 contains 4540 members 
Mstep: Class 32 contains 20279 members 
Mstep: Class 33 contains 3563 members 
Mstep: Class 34 contains 5311 members 
Mstep: Class 35 contains 3638 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141899008.000000 Penalty: 124751.734375
Iteration 52Q: 37 clusters Score -1.41899e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 17807 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14900 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 413161 members 
Mstep: Class 9 contains 25546 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 41614 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 24636 members 
Mstep: Class 15 contains 31984 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 32380 members 
Mstep: Class 19 contains 95535 members 
Mstep: Class 20 contains 9712 members 
Mstep: Class 21 contains 170906 members 
Mstep: Class 22 contains 34168 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 56185 members 
Mstep: Class 25 contains 6030 members 
Mstep: Class 26 contains 19224 members 
Mstep: Class 27 contains 555 members 
Mstep: Class 28 contains 11305 members 
Mstep: Class 29 contains 13348 members 
Mstep: Class 30 contains 12240 members 
Mstep: Class 31 contains 4546 members 
Mstep: Class 32 contains 20325 members 
Mstep: Class 33 contains 3571 members 
Mstep: Class 34 contains 5438 members 
Mstep: Class 35 contains 3672 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141900112.000000 Penalty: 124751.734375
Iteration 53Q: 37 clusters Score -1.419001e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56740 members 
Mstep: Class 3 contains 17413 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14840 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 412648 members 
Mstep: Class 9 contains 25560 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 41654 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 15028 members 
Mstep: Class 14 contains 24963 members 
Mstep: Class 15 contains 31852 members 
Mstep: Class 16 contains 5263 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 32180 members 
Mstep: Class 19 contains 95818 members 
Mstep: Class 20 contains 9701 members 
Mstep: Class 21 contains 170037 members 
Mstep: Class 22 contains 34919 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 56275 members 
Mstep: Class 25 contains 6129 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 11290 members 
Mstep: Class 29 contains 13362 members 
Mstep: Class 30 contains 12262 members 
Mstep: Class 31 contains 4559 members 
Mstep: Class 32 contains 20307 members 
Mstep: Class 33 contains 3578 members 
Mstep: Class 34 contains 5553 members 
Mstep: Class 35 contains 3724 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141901120.000000 Penalty: 124751.734375
Iteration 54Q: 37 clusters Score -1.419011e+08 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56740 members 
Mstep: Class 3 contains 17030 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14794 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 412120 members 
Mstep: Class 9 contains 25602 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 41673 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 15026 members 
Mstep: Class 14 contains 25279 members 
Mstep: Class 15 contains 31703 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 31994 members 
Mstep: Class 19 contains 96081 members 
Mstep: Class 20 contains 9695 members 
Mstep: Class 21 contains 169194 members 
Mstep: Class 22 contains 35658 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 56318 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 19466 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 11282 members 
Mstep: Class 29 contains 13375 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 20289 members 
Mstep: Class 33 contains 3582 members 
Mstep: Class 34 contains 5676 members 
Mstep: Class 35 contains 3770 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141903088.000000 Penalty: 124751.734375
Iteration 55Q: 37 clusters Score -1.419031e+08 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56746 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 7136 members 
Mstep: Class 8 contains 411468 members 
Mstep: Class 9 contains 25650 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 41688 members 
Mstep: Class 12 contains 6760 members 
Mstep: Class 13 contains 14981 members 
Mstep: Class 14 contains 25586 members 
Mstep: Class 15 contains 31557 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 31822 members 
Mstep: Class 19 contains 96359 members 
Mstep: Class 20 contains 9686 members 
Mstep: Class 21 contains 168383 members 
Mstep: Class 22 contains 36362 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 56343 members 
Mstep: Class 25 contains 6513 members 
Mstep: Class 26 contains 19572 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 11288 members 
Mstep: Class 29 contains 13380 members 
Mstep: Class 30 contains 12274 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 20232 members 
Mstep: Class 33 contains 3591 members 
Mstep: Class 34 contains 5799 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141904592.000000 Penalty: 124751.734375
Iteration 56Q: 37 clusters Score -1.419046e+08 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 16306 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 14724 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 410671 members 
Mstep: Class 9 contains 25687 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 41705 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 25886 members 
Mstep: Class 15 contains 31412 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 96827 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 167581 members 
Mstep: Class 22 contains 37014 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 56364 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 19689 members 
Mstep: Class 27 contains 552 members 
Mstep: Class 28 contains 11288 members 
Mstep: Class 29 contains 13381 members 
Mstep: Class 30 contains 12271 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 20174 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 5943 members 
Mstep: Class 35 contains 3859 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141906064.000000 Penalty: 124751.734375
Iteration 57Q: 37 clusters Score -1.419061e+08 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56799 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 14699 members 
Mstep: Class 7 contains 7886 members 
Mstep: Class 8 contains 409827 members 
Mstep: Class 9 contains 25710 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 41728 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 26197 members 
Mstep: Class 15 contains 31236 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 31488 members 
Mstep: Class 19 contains 97426 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 21 contains 166833 members 
Mstep: Class 22 contains 37665 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 56318 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 19793 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 11291 members 
Mstep: Class 29 contains 13385 members 
Mstep: Class 30 contains 12266 members 
Mstep: Class 31 contains 4584 members 
Mstep: Class 32 contains 20111 members 
Mstep: Class 33 contains 3604 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 3908 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141907120.000000 Penalty: 124751.734375
Iteration 58Q: 37 clusters Score -1.419071e+08 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56864 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14668 members 
Mstep: Class 7 contains 8260 members 
Mstep: Class 8 contains 408689 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 41752 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 14951 members 
Mstep: Class 14 contains 26494 members 
Mstep: Class 15 contains 31072 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 31321 members 
Mstep: Class 19 contains 98195 members 
Mstep: Class 20 contains 9654 members 
Mstep: Class 21 contains 166119 members 
Mstep: Class 22 contains 38370 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 56283 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 550 members 
Mstep: Class 28 contains 11293 members 
Mstep: Class 29 contains 13390 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 4591 members 
Mstep: Class 32 contains 20018 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 6170 members 
Mstep: Class 35 contains 3950 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141907984.000000 Penalty: 124751.734375
Iteration 59Q: 37 clusters Score -1.41908e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 56926 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14645 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 407628 members 
Mstep: Class 9 contains 25800 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 41766 members 
Mstep: Class 12 contains 6805 members 
Mstep: Class 13 contains 14957 members 
Mstep: Class 14 contains 26797 members 
Mstep: Class 15 contains 30871 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 99062 members 
Mstep: Class 20 contains 9651 members 
Mstep: Class 21 contains 165419 members 
Mstep: Class 22 contains 39069 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 56196 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 20018 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 11281 members 
Mstep: Class 29 contains 13391 members 
Mstep: Class 30 contains 12254 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 19956 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 6296 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141908432.000000 Penalty: 124751.734375
Iteration 60F: 37 clusters Score -1.419084e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57000 members 
Mstep: Class 3 contains 15088 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14616 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 406492 members 
Mstep: Class 9 contains 25836 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 41794 members 
Mstep: Class 12 contains 6809 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 27085 members 
Mstep: Class 15 contains 30664 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 2247 members 
Mstep: Class 18 contains 30969 members 
Mstep: Class 19 contains 100034 members 
Mstep: Class 20 contains 9650 members 
Mstep: Class 21 contains 164717 members 
Mstep: Class 22 contains 39741 members 
Mstep: Class 23 contains 2091 members 
Mstep: Class 24 contains 56067 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 20138 members 
Mstep: Class 27 contains 541 members 
Mstep: Class 28 contains 11268 members 
Mstep: Class 29 contains 13396 members 
Mstep: Class 30 contains 12251 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 19883 members 
Mstep: Class 33 contains 3633 members 
Mstep: Class 34 contains 6427 members 
Mstep: Class 35 contains 4023 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909088.000000 Penalty: 124751.734375
Iteration 61Q: 37 clusters Score -1.419091e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57088 members 
Mstep: Class 3 contains 14824 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 14586 members 
Mstep: Class 7 contains 9245 members 
Mstep: Class 8 contains 405305 members 
Mstep: Class 9 contains 25865 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 41835 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 14931 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 30448 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 30782 members 
Mstep: Class 19 contains 101053 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 164056 members 
Mstep: Class 22 contains 40446 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 55896 members 
Mstep: Class 25 contains 6931 members 
Mstep: Class 26 contains 20257 members 
Mstep: Class 27 contains 531 members 
Mstep: Class 28 contains 11273 members 
Mstep: Class 29 contains 13404 members 
Mstep: Class 30 contains 12232 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 19807 members 
Mstep: Class 33 contains 3643 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141909664.000000 Penalty: 124751.734375
Iteration 62Q: 37 clusters Score -1.419097e+08 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57192 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14550 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 404136 members 
Mstep: Class 9 contains 25912 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 41871 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 27568 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 30568 members 
Mstep: Class 19 contains 102124 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 163450 members 
Mstep: Class 22 contains 41073 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 55713 members 
Mstep: Class 25 contains 6947 members 
Mstep: Class 26 contains 20373 members 
Mstep: Class 27 contains 528 members 
Mstep: Class 28 contains 11283 members 
Mstep: Class 29 contains 13410 members 
Mstep: Class 30 contains 12209 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 19741 members 
Mstep: Class 33 contains 3656 members 
Mstep: Class 34 contains 6687 members 
Mstep: Class 35 contains 4098 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141910240.000000 Penalty: 124751.734375
Iteration 63Q: 37 clusters Score -1.419102e+08 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57306 members 
Mstep: Class 3 contains 14371 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14515 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 403080 members 
Mstep: Class 9 contains 25973 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 41903 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 27809 members 
Mstep: Class 15 contains 29987 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 30293 members 
Mstep: Class 19 contains 103274 members 
Mstep: Class 20 contains 9624 members 
Mstep: Class 21 contains 162806 members 
Mstep: Class 22 contains 41727 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 55478 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 20484 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 11283 members 
Mstep: Class 29 contains 13417 members 
Mstep: Class 30 contains 12174 members 
Mstep: Class 31 contains 4604 members 
Mstep: Class 32 contains 19697 members 
Mstep: Class 33 contains 3668 members 
Mstep: Class 34 contains 6805 members 
Mstep: Class 35 contains 4138 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911152.000000 Penalty: 124751.734375
Iteration 64Q: 37 clusters Score -1.419112e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57451 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14497 members 
Mstep: Class 7 contains 10152 members 
Mstep: Class 8 contains 402071 members 
Mstep: Class 9 contains 26030 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 41930 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 27994 members 
Mstep: Class 15 contains 29713 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 30012 members 
Mstep: Class 19 contains 104390 members 
Mstep: Class 20 contains 9617 members 
Mstep: Class 21 contains 162159 members 
Mstep: Class 22 contains 42359 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 55246 members 
Mstep: Class 25 contains 6937 members 
Mstep: Class 26 contains 20605 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 11298 members 
Mstep: Class 29 contains 13425 members 
Mstep: Class 30 contains 12136 members 
Mstep: Class 31 contains 4606 members 
Mstep: Class 32 contains 19646 members 
Mstep: Class 33 contains 3684 members 
Mstep: Class 34 contains 6940 members 
Mstep: Class 35 contains 4166 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141911680.000000 Penalty: 124751.734375
Iteration 65Q: 37 clusters Score -1.419117e+08 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57582 members 
Mstep: Class 3 contains 13916 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 14482 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 400919 members 
Mstep: Class 9 contains 26096 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 41927 members 
Mstep: Class 12 contains 6848 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 28200 members 
Mstep: Class 15 contains 29438 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 29800 members 
Mstep: Class 19 contains 105584 members 
Mstep: Class 20 contains 9601 members 
Mstep: Class 21 contains 161582 members 
Mstep: Class 22 contains 42976 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 54992 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 20723 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11308 members 
Mstep: Class 29 contains 13425 members 
Mstep: Class 30 contains 12084 members 
Mstep: Class 31 contains 4614 members 
Mstep: Class 32 contains 19586 members 
Mstep: Class 33 contains 3700 members 
Mstep: Class 34 contains 7051 members 
Mstep: Class 35 contains 4193 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141912368.000000 Penalty: 124751.734375
Iteration 66Q: 37 clusters Score -1.419124e+08 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57735 members 
Mstep: Class 3 contains 13726 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 14460 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 399687 members 
Mstep: Class 9 contains 26150 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 41915 members 
Mstep: Class 12 contains 6867 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 28388 members 
Mstep: Class 15 contains 29182 members 
Mstep: Class 16 contains 5413 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 29615 members 
Mstep: Class 19 contains 106833 members 
Mstep: Class 20 contains 9592 members 
Mstep: Class 21 contains 161027 members 
Mstep: Class 22 contains 43570 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 54731 members 
Mstep: Class 25 contains 6916 members 
Mstep: Class 26 contains 20844 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 11300 members 
Mstep: Class 29 contains 13428 members 
Mstep: Class 30 contains 12017 members 
Mstep: Class 31 contains 4612 members 
Mstep: Class 32 contains 19522 members 
Mstep: Class 33 contains 3712 members 
Mstep: Class 34 contains 7165 members 
Mstep: Class 35 contains 4214 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141913344.000000 Penalty: 124751.734375
Iteration 67Q: 37 clusters Score -1.419133e+08 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57932 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 14431 members 
Mstep: Class 7 contains 11150 members 
Mstep: Class 8 contains 398243 members 
Mstep: Class 9 contains 26201 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 41904 members 
Mstep: Class 12 contains 6883 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 28573 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 29467 members 
Mstep: Class 19 contains 108282 members 
Mstep: Class 20 contains 9574 members 
Mstep: Class 21 contains 160517 members 
Mstep: Class 22 contains 44138 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 54495 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 20943 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11286 members 
Mstep: Class 29 contains 13427 members 
Mstep: Class 30 contains 11955 members 
Mstep: Class 31 contains 4609 members 
Mstep: Class 32 contains 19452 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 7271 members 
Mstep: Class 35 contains 4234 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914096.000000 Penalty: 124751.734375
Iteration 68Q: 37 clusters Score -1.419141e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58149 members 
Mstep: Class 3 contains 13348 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 14420 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 396762 members 
Mstep: Class 9 contains 26251 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 41900 members 
Mstep: Class 12 contains 6900 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 28762 members 
Mstep: Class 15 contains 28591 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 29314 members 
Mstep: Class 19 contains 109770 members 
Mstep: Class 20 contains 9554 members 
Mstep: Class 21 contains 160024 members 
Mstep: Class 22 contains 44676 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 54260 members 
Mstep: Class 25 contains 6922 members 
Mstep: Class 26 contains 21050 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11275 members 
Mstep: Class 29 contains 13422 members 
Mstep: Class 30 contains 11873 members 
Mstep: Class 31 contains 4607 members 
Mstep: Class 32 contains 19391 members 
Mstep: Class 33 contains 3737 members 
Mstep: Class 34 contains 7366 members 
Mstep: Class 35 contains 4249 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141914656.000000 Penalty: 124751.734375
Iteration 69Q: 37 clusters Score -1.419147e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58373 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 14402 members 
Mstep: Class 7 contains 11765 members 
Mstep: Class 8 contains 395188 members 
Mstep: Class 9 contains 26317 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 41877 members 
Mstep: Class 12 contains 6910 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 28945 members 
Mstep: Class 15 contains 28317 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 29194 members 
Mstep: Class 19 contains 111338 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 159523 members 
Mstep: Class 22 contains 45193 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 54002 members 
Mstep: Class 25 contains 6936 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11269 members 
Mstep: Class 29 contains 13412 members 
Mstep: Class 30 contains 11785 members 
Mstep: Class 31 contains 4612 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 7464 members 
Mstep: Class 35 contains 4264 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141915264.000000 Penalty: 124751.734375
Iteration 70Q: 37 clusters Score -1.419153e+08 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58604 members 
Mstep: Class 3 contains 12998 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 14381 members 
Mstep: Class 7 contains 12097 members 
Mstep: Class 8 contains 393519 members 
Mstep: Class 9 contains 26361 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 41851 members 
Mstep: Class 12 contains 6916 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 29119 members 
Mstep: Class 15 contains 27975 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 29051 members 
Mstep: Class 19 contains 113019 members 
Mstep: Class 20 contains 9537 members 
Mstep: Class 21 contains 159082 members 
Mstep: Class 22 contains 45662 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 53745 members 
Mstep: Class 25 contains 6945 members 
Mstep: Class 26 contains 21256 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11268 members 
Mstep: Class 29 contains 13409 members 
Mstep: Class 30 contains 11690 members 
Mstep: Class 31 contains 4613 members 
Mstep: Class 32 contains 19306 members 
Mstep: Class 33 contains 3759 members 
Mstep: Class 34 contains 7568 members 
Mstep: Class 35 contains 4290 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141916176.000000 Penalty: 124751.734375
Iteration 71Q: 37 clusters Score -1.419162e+08 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58854 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 14368 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 391647 members 
Mstep: Class 9 contains 26405 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 41815 members 
Mstep: Class 12 contains 6915 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 27671 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 28911 members 
Mstep: Class 19 contains 114898 members 
Mstep: Class 20 contains 9530 members 
Mstep: Class 21 contains 158692 members 
Mstep: Class 22 contains 46087 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 13408 members 
Mstep: Class 30 contains 11596 members 
Mstep: Class 31 contains 4619 members 
Mstep: Class 32 contains 19265 members 
Mstep: Class 33 contains 3770 members 
Mstep: Class 34 contains 7664 members 
Mstep: Class 35 contains 4306 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141917344.000000 Penalty: 124751.734375
Iteration 72Q: 37 clusters Score -1.419173e+08 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 59125 members 
Mstep: Class 3 contains 12679 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 14349 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 389718 members 
Mstep: Class 9 contains 26478 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 41777 members 
Mstep: Class 12 contains 6910 members 
Mstep: Class 13 contains 14890 members 
Mstep: Class 14 contains 29431 members 
Mstep: Class 15 contains 27348 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 28814 members 
Mstep: Class 19 contains 116820 members 
Mstep: Class 20 contains 9522 members 
Mstep: Class 21 contains 158318 members 
Mstep: Class 22 contains 46439 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 53189 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 21482 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 13412 members 
Mstep: Class 30 contains 11512 members 
Mstep: Class 31 contains 4632 members 
Mstep: Class 32 contains 19240 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 7737 members 
Mstep: Class 35 contains 4332 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141918544.000000 Penalty: 124751.734375
Iteration 73Q: 37 clusters Score -1.419185e+08 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 59431 members 
Mstep: Class 3 contains 12553 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 14336 members 
Mstep: Class 7 contains 13142 members 
Mstep: Class 8 contains 387548 members 
Mstep: Class 9 contains 26545 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41748 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 29553 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 28777 members 
Mstep: Class 19 contains 118955 members 
Mstep: Class 20 contains 9508 members 
Mstep: Class 21 contains 157864 members 
Mstep: Class 22 contains 46747 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 52883 members 
Mstep: Class 25 contains 6955 members 
Mstep: Class 26 contains 21629 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11257 members 
Mstep: Class 29 contains 13410 members 
Mstep: Class 30 contains 11413 members 
Mstep: Class 31 contains 4642 members 
Mstep: Class 32 contains 19218 members 
Mstep: Class 33 contains 3794 members 
Mstep: Class 34 contains 7838 members 
Mstep: Class 35 contains 4338 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141919696.000000 Penalty: 124751.734375
Iteration 74Q: 37 clusters Score -1.419197e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 59703 members 
Mstep: Class 3 contains 12447 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14319 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 8 contains 385204 members 
Mstep: Class 9 contains 26603 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 41723 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 29669 members 
Mstep: Class 15 contains 26703 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 28809 members 
Mstep: Class 19 contains 121249 members 
Mstep: Class 20 contains 9502 members 
Mstep: Class 21 contains 157449 members 
Mstep: Class 22 contains 47017 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 52563 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 21754 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11253 members 
Mstep: Class 29 contains 13407 members 
Mstep: Class 30 contains 11307 members 
Mstep: Class 31 contains 4648 members 
Mstep: Class 32 contains 19183 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 7933 members 
Mstep: Class 35 contains 4353 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141921184.000000 Penalty: 124751.734375
Iteration 75Q: 37 clusters Score -1.419212e+08 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 59983 members 
Mstep: Class 3 contains 12340 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 14303 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 382553 members 
Mstep: Class 9 contains 26678 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 41684 members 
Mstep: Class 12 contains 6915 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 26373 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 28859 members 
Mstep: Class 19 contains 123776 members 
Mstep: Class 20 contains 9493 members 
Mstep: Class 21 contains 157069 members 
Mstep: Class 22 contains 47225 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 52242 members 
Mstep: Class 25 contains 6988 members 
Mstep: Class 26 contains 21895 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 11246 members 
Mstep: Class 29 contains 13407 members 
Mstep: Class 30 contains 11210 members 
Mstep: Class 31 contains 4650 members 
Mstep: Class 32 contains 19152 members 
Mstep: Class 33 contains 3817 members 
Mstep: Class 34 contains 8053 members 
Mstep: Class 35 contains 4359 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141922640.000000 Penalty: 124751.734375
Iteration 76Q: 37 clusters Score -1.419226e+08 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 60267 members 
Mstep: Class 3 contains 12232 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 14290 members 
Mstep: Class 7 contains 14467 members 
Mstep: Class 8 contains 379802 members 
Mstep: Class 9 contains 26736 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 41634 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 26061 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 28883 members 
Mstep: Class 19 contains 126480 members 
Mstep: Class 20 contains 9484 members 
Mstep: Class 21 contains 156698 members 
Mstep: Class 22 contains 47362 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 51887 members 
Mstep: Class 25 contains 7002 members 
Mstep: Class 26 contains 22036 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 11244 members 
Mstep: Class 29 contains 13413 members 
Mstep: Class 30 contains 11108 members 
Mstep: Class 31 contains 4648 members 
Mstep: Class 32 contains 19106 members 
Mstep: Class 33 contains 3830 members 
Mstep: Class 34 contains 8171 members 
Mstep: Class 35 contains 4373 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141923168.000000 Penalty: 124751.734375
Iteration 77Q: 37 clusters Score -1.419232e+08 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 60581 members 
Mstep: Class 3 contains 12130 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14276 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 376662 members 
Mstep: Class 9 contains 26803 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41573 members 
Mstep: Class 12 contains 6904 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30014 members 
Mstep: Class 15 contains 25708 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 28921 members 
Mstep: Class 19 contains 129544 members 
Mstep: Class 20 contains 9474 members 
Mstep: Class 21 contains 156403 members 
Mstep: Class 22 contains 47456 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51485 members 
Mstep: Class 25 contains 7029 members 
Mstep: Class 26 contains 22202 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11244 members 
Mstep: Class 29 contains 13420 members 
Mstep: Class 30 contains 10985 members 
Mstep: Class 31 contains 4652 members 
Mstep: Class 32 contains 19057 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 8282 members 
Mstep: Class 35 contains 4393 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141924352.000000 Penalty: 124751.734375
Iteration 78Q: 37 clusters Score -1.419244e+08 nChanged 9180
Entering ConstructFrom: 
Score: -141924352.000000 Penalty: 124751.734375
Entering ConstructFrom: 
Trying to split cluster 1 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -104325.054688 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -104325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102666.906250 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -102666.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104125.640625 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -104125.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105206.781250 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -105206.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105726.484375 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -105726.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106198.750000 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -106198.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106609.539062 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -106609.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106722.617188 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -106722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106815.578125 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -106815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106856.835938 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -106856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106861.015625 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -106861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106861.015625 Penalty: 3474.421387
	Iteration 10F: 3 clusters Score -106861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14269 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 373041 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Entering Unmasked Estep 
Score: -141925936.000000 Penalty: 128217.054688
Splitting cluster 1 changes total score from -141924352.000000 to -141925936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (60903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Entering Unmasked Estep 
Score: -7712301.500000 Penalty: 2732.225342
	Iteration 0F: 2 clusters Score -7712302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -7671462.000000 Penalty: 5464.450684
	Iteration 0F: 3 clusters Score -7671462 nChanged 28467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -7687081.000000 Penalty: 5464.450684
	Iteration 1F: 3 clusters Score -7687081 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -7687646.500000 Penalty: 5464.450684
	Iteration 2Q: 3 clusters Score -7687646 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7688324.000000 Penalty: 5464.450684
	Iteration 3Q: 3 clusters Score -7688324 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -7689105.000000 Penalty: 5464.450684
	Iteration 4Q: 3 clusters Score -7689105 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -7690193.500000 Penalty: 5464.450684
	Iteration 5Q: 3 clusters Score -7690194 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7691943.000000 Penalty: 5464.450684
	Iteration 6F: 3 clusters Score -7691943 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7694352.500000 Penalty: 5464.450684
	Iteration 7F: 3 clusters Score -7694352 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -7697412.500000 Penalty: 5464.450684
	Iteration 8F: 3 clusters Score -7697412 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -7700954.000000 Penalty: 5464.450684
	Iteration 9F: 3 clusters Score -7700954 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7704264.500000 Penalty: 5464.450684
	Iteration 10F: 3 clusters Score -7704264 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -7706729.000000 Penalty: 5464.450684
	Iteration 11Q: 3 clusters Score -7706729 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -7708232.000000 Penalty: 5464.450684
	Iteration 12Q: 3 clusters Score -7708232 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -7709104.500000 Penalty: 5464.450684
	Iteration 13Q: 3 clusters Score -7709104 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -7709537.000000 Penalty: 5464.450684
	Iteration 14Q: 3 clusters Score -7709537 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -7709760.500000 Penalty: 5464.450684
	Iteration 15Q: 3 clusters Score -7709760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7709893.000000 Penalty: 5464.450684
	Iteration 16Q: 3 clusters Score -7709893 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -7710004.500000 Penalty: 5464.450684
	Iteration 17Q: 3 clusters Score -7710004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7710043.500000 Penalty: 5464.450684
	Iteration 18Q: 3 clusters Score -7710044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -7710117.000000 Penalty: 5464.450684
	Iteration 19Q: 3 clusters Score -7710117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -7710145.500000 Penalty: 5464.450684
	Iteration 20F: 3 clusters Score -7710146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -7710175.000000 Penalty: 5464.450684
	Iteration 21Q: 3 clusters Score -7710175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -7710194.000000 Penalty: 5464.450684
	Iteration 22Q: 3 clusters Score -7710194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -7710211.000000 Penalty: 5464.450684
	Iteration 23Q: 3 clusters Score -7710211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -7710220.000000 Penalty: 5464.450684
	Iteration 24Q: 3 clusters Score -7710220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -7710225.500000 Penalty: 5464.450684
	Iteration 25Q: 3 clusters Score -7710226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -7710226.000000 Penalty: 5464.450684
	Iteration 26Q: 3 clusters Score -7710226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7710212.500000 Penalty: 5464.450684
	Iteration 27Q: 3 clusters Score -7710212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -7710231.000000 Penalty: 5464.450684
	Iteration 28Q: 3 clusters Score -7710231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7710244.500000 Penalty: 5464.450684
	Iteration 29Q: 3 clusters Score -7710244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -7710241.500000 Penalty: 5464.450684
	Iteration 30Q: 3 clusters Score -7710242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -7710250.000000 Penalty: 5464.450684
	Iteration 31Q: 3 clusters Score -7710250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -7710255.500000 Penalty: 5464.450684
	Iteration 32Q: 3 clusters Score -7710256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -7710246.000000 Penalty: 5464.450684
	Iteration 33Q: 3 clusters Score -7710246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -7710251.500000 Penalty: 5464.450684
	Iteration 34Q: 3 clusters Score -7710252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7710246.500000 Penalty: 5464.450684
	Iteration 35Q: 3 clusters Score -7710246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7710249.000000 Penalty: 5464.450684
	Iteration 36Q: 3 clusters Score -7710249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -7710250.000000 Penalty: 5464.450684
	Iteration 37Q: 3 clusters Score -7710250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -7710250.000000 Penalty: 5464.450684
	Iteration 38F: 3 clusters Score -7710250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Entering Unmasked Estep 
Score: -1434763.125000 Penalty: 2330.123047
	Iteration 0F: 2 clusters Score -1434763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1425785.000000 Penalty: 4660.246094
	Iteration 0F: 3 clusters Score -1425785 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1428548.125000 Penalty: 4660.246094
	Iteration 1F: 3 clusters Score -1428548 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1428953.875000 Penalty: 4660.246094
	Iteration 2F: 3 clusters Score -1428954 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1429281.625000 Penalty: 4660.246094
	Iteration 3F: 3 clusters Score -1429282 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1429589.750000 Penalty: 4660.246094
	Iteration 4Q: 3 clusters Score -1429590 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1429920.250000 Penalty: 4660.246094
	Iteration 5Q: 3 clusters Score -1429920 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1430303.375000 Penalty: 4660.246094
	Iteration 6Q: 3 clusters Score -1430303 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1430760.125000 Penalty: 4660.246094
	Iteration 7Q: 3 clusters Score -1430760 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1431317.125000 Penalty: 4660.246094
	Iteration 8F: 3 clusters Score -1431317 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1431874.125000 Penalty: 4660.246094
	Iteration 9F: 3 clusters Score -1431874 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1432435.750000 Penalty: 4660.246094
	Iteration 10F: 3 clusters Score -1432436 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1432817.500000 Penalty: 4660.246094
	Iteration 11Q: 3 clusters Score -1432818 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1433045.875000 Penalty: 4660.246094
	Iteration 12Q: 3 clusters Score -1433046 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1433227.000000 Penalty: 4660.246094
	Iteration 13Q: 3 clusters Score -1433227 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1433349.625000 Penalty: 4660.246094
	Iteration 14Q: 3 clusters Score -1433350 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1433447.625000 Penalty: 4660.246094
	Iteration 15Q: 3 clusters Score -1433448 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1433516.625000 Penalty: 4660.246094
	Iteration 16Q: 3 clusters Score -1433517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1433567.125000 Penalty: 4660.246094
	Iteration 17Q: 3 clusters Score -1433567 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1433609.625000 Penalty: 4660.246094
	Iteration 18Q: 3 clusters Score -1433610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1433669.375000 Penalty: 4660.246094
	Iteration 19Q: 3 clusters Score -1433669 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1433718.375000 Penalty: 4660.246094
	Iteration 20F: 3 clusters Score -1433718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1433785.625000 Penalty: 4660.246094
	Iteration 21Q: 3 clusters Score -1433786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1433865.375000 Penalty: 4660.246094
	Iteration 22Q: 3 clusters Score -1433865 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1433954.625000 Penalty: 4660.246094
	Iteration 23Q: 3 clusters Score -1433955 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1434069.125000 Penalty: 4660.246094
	Iteration 24Q: 3 clusters Score -1434069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1434161.125000 Penalty: 4660.246094
	Iteration 25Q: 3 clusters Score -1434161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1434264.375000 Penalty: 4660.246094
	Iteration 26Q: 3 clusters Score -1434264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1434325.875000 Penalty: 4660.246094
	Iteration 27Q: 3 clusters Score -1434326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1434373.375000 Penalty: 4660.246094
	Iteration 28Q: 3 clusters Score -1434373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1434415.125000 Penalty: 4660.246094
	Iteration 29Q: 3 clusters Score -1434415 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1434451.625000 Penalty: 4660.246094
	Iteration 30Q: 3 clusters Score -1434452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1434483.375000 Penalty: 4660.246094
	Iteration 31Q: 3 clusters Score -1434483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1434504.125000 Penalty: 4660.246094
	Iteration 32Q: 3 clusters Score -1434504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1434528.125000 Penalty: 4660.246094
	Iteration 33Q: 3 clusters Score -1434528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1434544.000000 Penalty: 4660.246094
	Iteration 34Q: 3 clusters Score -1434544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1434557.875000 Penalty: 4660.246094
	Iteration 35Q: 3 clusters Score -1434558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1434566.875000 Penalty: 4660.246094
	Iteration 36Q: 3 clusters Score -1434567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1434577.000000 Penalty: 4660.246094
	Iteration 37Q: 3 clusters Score -1434577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1434587.000000 Penalty: 4660.246094
	Iteration 38Q: 3 clusters Score -1434587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1434598.750000 Penalty: 4660.246094
	Iteration 39Q: 3 clusters Score -1434599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1434602.875000 Penalty: 4660.246094
	Iteration 40F: 3 clusters Score -1434603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1434607.250000 Penalty: 4660.246094
	Iteration 41Q: 3 clusters Score -1434607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1434607.375000 Penalty: 4660.246094
	Iteration 42Q: 3 clusters Score -1434607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1434608.750000 Penalty: 4660.246094
	Iteration 43Q: 3 clusters Score -1434609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1434607.500000 Penalty: 4660.246094
	Iteration 44Q: 3 clusters Score -1434608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1434610.250000 Penalty: 4660.246094
	Iteration 45Q: 3 clusters Score -1434610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1434607.750000 Penalty: 4660.246094
	Iteration 46Q: 3 clusters Score -1434608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1434610.750000 Penalty: 4660.246094
	Iteration 47Q: 3 clusters Score -1434611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1434612.250000 Penalty: 4660.246094
	Iteration 48Q: 3 clusters Score -1434612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1434614.250000 Penalty: 4660.246094
	Iteration 49Q: 3 clusters Score -1434614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1434613.250000 Penalty: 4660.246094
	Iteration 50Q: 3 clusters Score -1434613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1434613.250000 Penalty: 4660.246094
	Iteration 51F: 3 clusters Score -1434613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -164163.265625 Penalty: 1811.186157
	Iteration 0F: 2 clusters Score -164163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162081.078125 Penalty: 3622.372314
	Iteration 0F: 3 clusters Score -162081.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162696.640625 Penalty: 3622.372314
	Iteration 1F: 3 clusters Score -162696.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163273.687500 Penalty: 3622.372314
	Iteration 2F: 3 clusters Score -163273.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164377.234375 Penalty: 3622.372314
	Iteration 3F: 3 clusters Score -164377.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165881.921875 Penalty: 3622.372314
	Iteration 4F: 3 clusters Score -165881.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -167132.343750 Penalty: 3622.372314
	Iteration 5F: 3 clusters Score -167132.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167881.828125 Penalty: 3622.372314
	Iteration 6Q: 3 clusters Score -167881.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -168322.343750 Penalty: 3622.372314
	Iteration 7Q: 3 clusters Score -168322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -168537.093750 Penalty: 3622.372314
	Iteration 8Q: 3 clusters Score -168537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -168537.093750 Penalty: 3622.372314
	Iteration 9F: 3 clusters Score -168537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 14269 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 373041 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Entering Unmasked Estep 
Score: -141926960.000000 Penalty: 131682.390625
Splitting cluster 4 changes total score from -141924352.000000 to -141926960.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -283950.812500 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -283950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -281138.375000 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -281138.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -281633.343750 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -281633.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281749.656250 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -281749.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281817.000000 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -281817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281859.781250 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -281859.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -281893.031250 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -281893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -281920.156250 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -281920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -281934.312500 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -281934.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -281951.187500 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -281951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -281964.906250 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -281964.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281974.250000 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -281974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281981.500000 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -281981.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281991.843750 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -281991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -281997.843750 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -281997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -282002.843750 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -282002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282010.218750 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -282010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282014.812500 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -282014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -282019.437500 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -282019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282019.937500 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -282019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282021.156250 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -282021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282024.187500 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -282024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -282029.343750 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -282029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -282032.468750 Penalty: 3833.948730
	Iteration 22Q: 3 clusters Score -282032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -282034.343750 Penalty: 3833.948730
	Iteration 23Q: 3 clusters Score -282034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282035.031250 Penalty: 3833.948730
	Iteration 24Q: 3 clusters Score -282035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282035.031250 Penalty: 3833.948730
	Iteration 25F: 3 clusters Score -282035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Entering Unmasked Estep 
Score: -1715014.375000 Penalty: 2372.329346
	Iteration 0F: 2 clusters Score -1715014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1704541.000000 Penalty: 4744.658691
	Iteration 0F: 3 clusters Score -1704541 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1708153.250000 Penalty: 4744.658691
	Iteration 1F: 3 clusters Score -1708153 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1709002.750000 Penalty: 4744.658691
	Iteration 2F: 3 clusters Score -1709003 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1710032.875000 Penalty: 4744.658691
	Iteration 3F: 3 clusters Score -1710033 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1711075.750000 Penalty: 4744.658691
	Iteration 4F: 3 clusters Score -1711076 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1711893.375000 Penalty: 4744.658691
	Iteration 5F: 3 clusters Score -1711893 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1712474.875000 Penalty: 4744.658691
	Iteration 6F: 3 clusters Score -1712475 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1712911.375000 Penalty: 4744.658691
	Iteration 7Q: 3 clusters Score -1712911 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1713203.250000 Penalty: 4744.658691
	Iteration 8Q: 3 clusters Score -1713203 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1713404.250000 Penalty: 4744.658691
	Iteration 9Q: 3 clusters Score -1713404 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1713556.250000 Penalty: 4744.658691
	Iteration 10Q: 3 clusters Score -1713556 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1713703.500000 Penalty: 4744.658691
	Iteration 11Q: 3 clusters Score -1713704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1713851.375000 Penalty: 4744.658691
	Iteration 12Q: 3 clusters Score -1713851 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1713994.000000 Penalty: 4744.658691
	Iteration 13Q: 3 clusters Score -1713994 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1714169.625000 Penalty: 4744.658691
	Iteration 14Q: 3 clusters Score -1714170 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1714413.500000 Penalty: 4744.658691
	Iteration 15Q: 3 clusters Score -1714414 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1714701.500000 Penalty: 4744.658691
	Iteration 16Q: 3 clusters Score -1714702 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1714892.000000 Penalty: 4744.658691
	Iteration 17Q: 3 clusters Score -1714892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1715022.250000 Penalty: 4744.658691
	Iteration 18Q: 3 clusters Score -1715022 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1715092.375000 Penalty: 4744.658691
	Iteration 19Q: 3 clusters Score -1715092 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1715133.125000 Penalty: 4744.658691
	Iteration 20F: 3 clusters Score -1715133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1715158.500000 Penalty: 4744.658691
	Iteration 21Q: 3 clusters Score -1715158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1715179.500000 Penalty: 4744.658691
	Iteration 22Q: 3 clusters Score -1715180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1715184.875000 Penalty: 4744.658691
	Iteration 23Q: 3 clusters Score -1715185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1715198.875000 Penalty: 4744.658691
	Iteration 24Q: 3 clusters Score -1715199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1715202.625000 Penalty: 4744.658691
	Iteration 25Q: 3 clusters Score -1715203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1715205.125000 Penalty: 4744.658691
	Iteration 26Q: 3 clusters Score -1715205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1715210.750000 Penalty: 4744.658691
	Iteration 27Q: 3 clusters Score -1715211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1715209.375000 Penalty: 4744.658691
	Iteration 28Q: 3 clusters Score -1715209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1715212.875000 Penalty: 4744.658691
	Iteration 29Q: 3 clusters Score -1715213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1715213.625000 Penalty: 4744.658691
	Iteration 30Q: 3 clusters Score -1715214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1715219.375000 Penalty: 4744.658691
	Iteration 31Q: 3 clusters Score -1715219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1715215.875000 Penalty: 4744.658691
	Iteration 32Q: 3 clusters Score -1715216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1715219.875000 Penalty: 4744.658691
	Iteration 33Q: 3 clusters Score -1715220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1715221.000000 Penalty: 4744.658691
	Iteration 34Q: 3 clusters Score -1715221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1715222.500000 Penalty: 4744.658691
	Iteration 35Q: 3 clusters Score -1715222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1715217.750000 Penalty: 4744.658691
	Iteration 36Q: 3 clusters Score -1715218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1715222.000000 Penalty: 4744.658691
	Iteration 37Q: 3 clusters Score -1715222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1715222.750000 Penalty: 4744.658691
	Iteration 38Q: 3 clusters Score -1715223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1715221.500000 Penalty: 4744.658691
	Iteration 39Q: 3 clusters Score -1715222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1715224.375000 Penalty: 4744.658691
	Iteration 40F: 3 clusters Score -1715224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1715223.125000 Penalty: 4744.658691
	Iteration 41Q: 3 clusters Score -1715223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1715223.625000 Penalty: 4744.658691
	Iteration 42Q: 3 clusters Score -1715224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1715223.500000 Penalty: 4744.658691
	Iteration 43Q: 3 clusters Score -1715224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1715223.000000 Penalty: 4744.658691
	Iteration 44Q: 3 clusters Score -1715223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1715223.000000 Penalty: 4744.658691
	Iteration 45F: 3 clusters Score -1715223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 373041 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Entering Unmasked Estep 
Score: -141926032.000000 Penalty: 135147.703125
Splitting cluster 6 changes total score from -141924352.000000 to -141926032.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -1887706.125000 Penalty: 2393.714111
	Iteration 0F: 2 clusters Score -1887706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1876559.750000 Penalty: 4787.428223
	Iteration 0F: 3 clusters Score -1876560 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1880292.500000 Penalty: 4787.428223
	Iteration 1F: 3 clusters Score -1880292 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1881082.750000 Penalty: 4787.428223
	Iteration 2F: 3 clusters Score -1881083 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1882008.375000 Penalty: 4787.428223
	Iteration 3F: 3 clusters Score -1882008 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1882964.375000 Penalty: 4787.428223
	Iteration 4F: 3 clusters Score -1882964 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1883840.875000 Penalty: 4787.428223
	Iteration 5F: 3 clusters Score -1883841 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1884591.250000 Penalty: 4787.428223
	Iteration 6F: 3 clusters Score -1884591 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1885118.750000 Penalty: 4787.428223
	Iteration 7F: 3 clusters Score -1885119 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1885455.625000 Penalty: 4787.428223
	Iteration 8Q: 3 clusters Score -1885456 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1885665.500000 Penalty: 4787.428223
	Iteration 9Q: 3 clusters Score -1885666 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1885795.250000 Penalty: 4787.428223
	Iteration 10Q: 3 clusters Score -1885795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1885874.250000 Penalty: 4787.428223
	Iteration 11Q: 3 clusters Score -1885874 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1885932.375000 Penalty: 4787.428223
	Iteration 12Q: 3 clusters Score -1885932 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1885988.375000 Penalty: 4787.428223
	Iteration 13Q: 3 clusters Score -1885988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1886040.875000 Penalty: 4787.428223
	Iteration 14Q: 3 clusters Score -1886041 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1886081.125000 Penalty: 4787.428223
	Iteration 15Q: 3 clusters Score -1886081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1886117.000000 Penalty: 4787.428223
	Iteration 16Q: 3 clusters Score -1886117 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1886159.750000 Penalty: 4787.428223
	Iteration 17Q: 3 clusters Score -1886160 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1886198.125000 Penalty: 4787.428223
	Iteration 18Q: 3 clusters Score -1886198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1886223.875000 Penalty: 4787.428223
	Iteration 19Q: 3 clusters Score -1886224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1886255.500000 Penalty: 4787.428223
	Iteration 20F: 3 clusters Score -1886256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1886282.125000 Penalty: 4787.428223
	Iteration 21Q: 3 clusters Score -1886282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1886300.000000 Penalty: 4787.428223
	Iteration 22Q: 3 clusters Score -1886300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1886327.000000 Penalty: 4787.428223
	Iteration 23Q: 3 clusters Score -1886327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1886347.375000 Penalty: 4787.428223
	Iteration 24Q: 3 clusters Score -1886347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1886369.500000 Penalty: 4787.428223
	Iteration 25Q: 3 clusters Score -1886370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1886389.875000 Penalty: 4787.428223
	Iteration 26Q: 3 clusters Score -1886390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1886413.000000 Penalty: 4787.428223
	Iteration 27Q: 3 clusters Score -1886413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1886432.125000 Penalty: 4787.428223
	Iteration 28Q: 3 clusters Score -1886432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1886460.375000 Penalty: 4787.428223
	Iteration 29Q: 3 clusters Score -1886460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1886475.625000 Penalty: 4787.428223
	Iteration 30Q: 3 clusters Score -1886476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1886503.125000 Penalty: 4787.428223
	Iteration 31Q: 3 clusters Score -1886503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1886531.750000 Penalty: 4787.428223
	Iteration 32Q: 3 clusters Score -1886532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1886560.750000 Penalty: 4787.428223
	Iteration 33Q: 3 clusters Score -1886561 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1886594.375000 Penalty: 4787.428223
	Iteration 34Q: 3 clusters Score -1886594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1886618.250000 Penalty: 4787.428223
	Iteration 35Q: 3 clusters Score -1886618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1886638.125000 Penalty: 4787.428223
	Iteration 36Q: 3 clusters Score -1886638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1886655.625000 Penalty: 4787.428223
	Iteration 37Q: 3 clusters Score -1886656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1886679.500000 Penalty: 4787.428223
	Iteration 38Q: 3 clusters Score -1886680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1886707.875000 Penalty: 4787.428223
	Iteration 39Q: 3 clusters Score -1886708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1886736.250000 Penalty: 4787.428223
	Iteration 40F: 3 clusters Score -1886736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1886760.500000 Penalty: 4787.428223
	Iteration 41Q: 3 clusters Score -1886760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1886802.250000 Penalty: 4787.428223
	Iteration 42Q: 3 clusters Score -1886802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1886856.000000 Penalty: 4787.428223
	Iteration 43Q: 3 clusters Score -1886856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1886918.375000 Penalty: 4787.428223
	Iteration 44Q: 3 clusters Score -1886918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1886953.500000 Penalty: 4787.428223
	Iteration 45Q: 3 clusters Score -1886954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1886969.250000 Penalty: 4787.428223
	Iteration 46Q: 3 clusters Score -1886969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1886975.500000 Penalty: 4787.428223
	Iteration 47Q: 3 clusters Score -1886976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1886977.750000 Penalty: 4787.428223
	Iteration 48Q: 3 clusters Score -1886978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1886977.625000 Penalty: 4787.428223
	Iteration 49Q: 3 clusters Score -1886978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1886983.750000 Penalty: 4787.428223
	Iteration 50Q: 3 clusters Score -1886984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1886986.750000 Penalty: 4787.428223
	Iteration 51Q: 3 clusters Score -1886987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1886986.000000 Penalty: 4787.428223
	Iteration 52Q: 3 clusters Score -1886986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1886986.375000 Penalty: 4787.428223
	Iteration 53Q: 3 clusters Score -1886986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1886986.750000 Penalty: 4787.428223
	Iteration 54Q: 3 clusters Score -1886987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1886986.750000 Penalty: 4787.428223
	Iteration 55F: 3 clusters Score -1886987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (373041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373041 members 
Entering Unmasked Estep 
Score: -46683784.000000 Penalty: 3181.702148
	Iteration 0F: 2 clusters Score -4.668378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -46496960.000000 Penalty: 6363.404297
	Iteration 0F: 3 clusters Score -4.649696e+07 nChanged 180856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211363 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -46607808.000000 Penalty: 6363.404297
	Iteration 1F: 3 clusters Score -4.660781e+07 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223875 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -46612428.000000 Penalty: 6363.404297
	Iteration 2Q: 3 clusters Score -4.661243e+07 nChanged 20940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241061 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -46618668.000000 Penalty: 6363.404297
	Iteration 3F: 3 clusters Score -4.661867e+07 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261385 members 
Mstep: Class 2 contains 111656 members 
Entering Unmasked Estep 
Score: -46625892.000000 Penalty: 6363.404297
	Iteration 4F: 3 clusters Score -4.662589e+07 nChanged 25089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280468 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -46634620.000000 Penalty: 6363.404297
	Iteration 5F: 3 clusters Score -4.663462e+07 nChanged 22253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293333 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -46645448.000000 Penalty: 6363.404297
	Iteration 6F: 3 clusters Score -4.664545e+07 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298206 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -46655740.000000 Penalty: 6363.404297
	Iteration 7F: 3 clusters Score -4.665574e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297182 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -46662792.000000 Penalty: 6363.404297
	Iteration 8Q: 3 clusters Score -4.666279e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293478 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -46666120.000000 Penalty: 6363.404297
	Iteration 9Q: 3 clusters Score -4.666612e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289081 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -46668140.000000 Penalty: 6363.404297
	Iteration 10Q: 3 clusters Score -4.666814e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284466 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -46669540.000000 Penalty: 6363.404297
	Iteration 11Q: 3 clusters Score -4.666954e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279576 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -46670600.000000 Penalty: 6363.404297
	Iteration 12Q: 3 clusters Score -4.66706e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274420 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -46671916.000000 Penalty: 6363.404297
	Iteration 13Q: 3 clusters Score -4.667192e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268933 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -46673176.000000 Penalty: 6363.404297
	Iteration 14Q: 3 clusters Score -4.667318e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263344 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -46675280.000000 Penalty: 6363.404297
	Iteration 15Q: 3 clusters Score -4.667528e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257562 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -46676940.000000 Penalty: 6363.404297
	Iteration 16Q: 3 clusters Score -4.667694e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251855 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -46678904.000000 Penalty: 6363.404297
	Iteration 17Q: 3 clusters Score -4.66789e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246236 members 
Mstep: Class 2 contains 126805 members 
Entering Unmasked Estep 
Score: -46680296.000000 Penalty: 6363.404297
	Iteration 18Q: 3 clusters Score -4.66803e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240879 members 
Mstep: Class 2 contains 132162 members 
Entering Unmasked Estep 
Score: -46681796.000000 Penalty: 6363.404297
	Iteration 19Q: 3 clusters Score -4.66818e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236026 members 
Mstep: Class 2 contains 137015 members 
Entering Unmasked Estep 
Score: -46683068.000000 Penalty: 6363.404297
	Iteration 20F: 3 clusters Score -4.668307e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231455 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -46683908.000000 Penalty: 6363.404297
	Iteration 21Q: 3 clusters Score -4.668391e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227100 members 
Mstep: Class 2 contains 145941 members 
Entering Unmasked Estep 
Score: -46684656.000000 Penalty: 6363.404297
	Iteration 22Q: 3 clusters Score -4.668466e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -46685528.000000 Penalty: 6363.404297
	Iteration 23Q: 3 clusters Score -4.668553e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219362 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -46685960.000000 Penalty: 6363.404297
	Iteration 24Q: 3 clusters Score -4.668596e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215830 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -46686264.000000 Penalty: 6363.404297
	Iteration 25Q: 3 clusters Score -4.668626e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212359 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -46687048.000000 Penalty: 6363.404297
	Iteration 26Q: 3 clusters Score -4.668705e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209201 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -46687536.000000 Penalty: 6363.404297
	Iteration 27Q: 3 clusters Score -4.668754e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206000 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -46687996.000000 Penalty: 6363.404297
	Iteration 28Q: 3 clusters Score -4.6688e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202769 members 
Mstep: Class 2 contains 170272 members 
Entering Unmasked Estep 
Score: -46688588.000000 Penalty: 6363.404297
	Iteration 29Q: 3 clusters Score -4.668859e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -46689196.000000 Penalty: 6363.404297
	Iteration 30Q: 3 clusters Score -4.66892e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195821 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -46689860.000000 Penalty: 6363.404297
	Iteration 31Q: 3 clusters Score -4.668986e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192124 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -46690524.000000 Penalty: 6363.404297
	Iteration 32Q: 3 clusters Score -4.669052e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188359 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -46691224.000000 Penalty: 6363.404297
	Iteration 33Q: 3 clusters Score -4.669122e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184417 members 
Mstep: Class 2 contains 188624 members 
Entering Unmasked Estep 
Score: -46692168.000000 Penalty: 6363.404297
	Iteration 34Q: 3 clusters Score -4.669217e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 192773 members 
Entering Unmasked Estep 
Score: -46693424.000000 Penalty: 6363.404297
	Iteration 35Q: 3 clusters Score -4.669342e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 196920 members 
Entering Unmasked Estep 
Score: -46694332.000000 Penalty: 6363.404297
	Iteration 36Q: 3 clusters Score -4.669433e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 201036 members 
Entering Unmasked Estep 
Score: -46695492.000000 Penalty: 6363.404297
	Iteration 37Q: 3 clusters Score -4.669549e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 205329 members 
Entering Unmasked Estep 
Score: -46696896.000000 Penalty: 6363.404297
	Iteration 38Q: 3 clusters Score -4.66969e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 209678 members 
Entering Unmasked Estep 
Score: -46697916.000000 Penalty: 6363.404297
	Iteration 39Q: 3 clusters Score -4.669792e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 213898 members 
Entering Unmasked Estep 
Score: -46699048.000000 Penalty: 6363.404297
	Iteration 40F: 3 clusters Score -4.669905e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 218746 members 
Entering Unmasked Estep 
Score: -46700252.000000 Penalty: 6363.404297
	Iteration 41Q: 3 clusters Score -4.670025e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 223699 members 
Entering Unmasked Estep 
Score: -46701496.000000 Penalty: 6363.404297
	Iteration 42Q: 3 clusters Score -4.67015e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 228818 members 
Entering Unmasked Estep 
Score: -46702584.000000 Penalty: 6363.404297
	Iteration 43Q: 3 clusters Score -4.670258e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 234034 members 
Entering Unmasked Estep 
Score: -46703436.000000 Penalty: 6363.404297
	Iteration 44Q: 3 clusters Score -4.670344e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 239267 members 
Entering Unmasked Estep 
Score: -46704440.000000 Penalty: 6363.404297
	Iteration 45Q: 3 clusters Score -4.670444e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 244482 members 
Entering Unmasked Estep 
Score: -46705356.000000 Penalty: 6363.404297
	Iteration 46Q: 3 clusters Score -4.670536e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 249359 members 
Entering Unmasked Estep 
Score: -46705712.000000 Penalty: 6363.404297
	Iteration 47Q: 3 clusters Score -4.670571e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 253608 members 
Entering Unmasked Estep 
Score: -46705680.000000 Penalty: 6363.404297
	Iteration 48Q: 3 clusters Score -4.670568e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 257203 members 
Entering Unmasked Estep 
Score: -46705832.000000 Penalty: 6363.404297
	Iteration 49Q: 3 clusters Score -4.670583e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 260178 members 
Entering Unmasked Estep 
Score: -46705384.000000 Penalty: 6363.404297
	Iteration 50Q: 3 clusters Score -4.670538e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 262736 members 
Entering Unmasked Estep 
Score: -46704908.000000 Penalty: 6363.404297
	Iteration 51Q: 3 clusters Score -4.670491e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 264884 members 
Entering Unmasked Estep 
Score: -46704336.000000 Penalty: 6363.404297
	Iteration 52Q: 3 clusters Score -4.670434e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 266478 members 
Entering Unmasked Estep 
Score: -46703748.000000 Penalty: 6363.404297
	Iteration 53Q: 3 clusters Score -4.670375e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 267658 members 
Entering Unmasked Estep 
Score: -46703080.000000 Penalty: 6363.404297
	Iteration 54Q: 3 clusters Score -4.670308e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 268551 members 
Entering Unmasked Estep 
Score: -46702672.000000 Penalty: 6363.404297
	Iteration 55Q: 3 clusters Score -4.670267e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 269305 members 
Entering Unmasked Estep 
Score: -46702228.000000 Penalty: 6363.404297
	Iteration 56Q: 3 clusters Score -4.670223e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 269900 members 
Entering Unmasked Estep 
Score: -46701788.000000 Penalty: 6363.404297
	Iteration 57Q: 3 clusters Score -4.670179e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 270329 members 
Entering Unmasked Estep 
Score: -46701376.000000 Penalty: 6363.404297
	Iteration 58Q: 3 clusters Score -4.670138e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 270667 members 
Entering Unmasked Estep 
Score: -46701088.000000 Penalty: 6363.404297
	Iteration 59Q: 3 clusters Score -4.670109e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 270975 members 
Entering Unmasked Estep 
Score: -46701060.000000 Penalty: 6363.404297
	Iteration 60F: 3 clusters Score -4.670106e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 271359 members 
Entering Unmasked Estep 
Score: -46700532.000000 Penalty: 6363.404297
	Iteration 61Q: 3 clusters Score -4.670053e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 271638 members 
Entering Unmasked Estep 
Score: -46700492.000000 Penalty: 6363.404297
	Iteration 62Q: 3 clusters Score -4.670049e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 271800 members 
Entering Unmasked Estep 
Score: -46700140.000000 Penalty: 6363.404297
	Iteration 63Q: 3 clusters Score -4.670014e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 271867 members 
Entering Unmasked Estep 
Score: -46700016.000000 Penalty: 6363.404297
	Iteration 64Q: 3 clusters Score -4.670002e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 271862 members 
Entering Unmasked Estep 
Score: -46699936.000000 Penalty: 6363.404297
	Iteration 65Q: 3 clusters Score -4.669994e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 271842 members 
Entering Unmasked Estep 
Score: -46699840.000000 Penalty: 6363.404297
	Iteration 66Q: 3 clusters Score -4.669984e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 271790 members 
Entering Unmasked Estep 
Score: -46699752.000000 Penalty: 6363.404297
	Iteration 67Q: 3 clusters Score -4.669975e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 271681 members 
Entering Unmasked Estep 
Score: -46699676.000000 Penalty: 6363.404297
	Iteration 68Q: 3 clusters Score -4.669968e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 271542 members 
Entering Unmasked Estep 
Score: -46699648.000000 Penalty: 6363.404297
	Iteration 69Q: 3 clusters Score -4.669965e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 271380 members 
Entering Unmasked Estep 
Score: -46699568.000000 Penalty: 6363.404297
	Iteration 70Q: 3 clusters Score -4.669957e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 271161 members 
Entering Unmasked Estep 
Score: -46699572.000000 Penalty: 6363.404297
	Iteration 71Q: 3 clusters Score -4.669957e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 270941 members 
Entering Unmasked Estep 
Score: -46699460.000000 Penalty: 6363.404297
	Iteration 72Q: 3 clusters Score -4.669946e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 270713 members 
Entering Unmasked Estep 
Score: -46699436.000000 Penalty: 6363.404297
	Iteration 73Q: 3 clusters Score -4.669944e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 270492 members 
Entering Unmasked Estep 
Score: -46699364.000000 Penalty: 6363.404297
	Iteration 74Q: 3 clusters Score -4.669936e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 270280 members 
Entering Unmasked Estep 
Score: -46699280.000000 Penalty: 6363.404297
	Iteration 75Q: 3 clusters Score -4.669928e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 270031 members 
Entering Unmasked Estep 
Score: -46699252.000000 Penalty: 6363.404297
	Iteration 76Q: 3 clusters Score -4.669925e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 269760 members 
Entering Unmasked Estep 
Score: -46699256.000000 Penalty: 6363.404297
	Iteration 77Q: 3 clusters Score -4.669926e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 269463 members 
Entering Unmasked Estep 
Score: -46699288.000000 Penalty: 6363.404297
	Iteration 78Q: 3 clusters Score -4.669929e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 269168 members 
Entering Unmasked Estep 
Score: -46699332.000000 Penalty: 6363.404297
	Iteration 79Q: 3 clusters Score -4.669933e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 268878 members 
Entering Unmasked Estep 
Score: -46699312.000000 Penalty: 6363.404297
	Iteration 80F: 3 clusters Score -4.669931e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 268573 members 
Entering Unmasked Estep 
Score: -46699288.000000 Penalty: 6363.404297
	Iteration 81Q: 3 clusters Score -4.669929e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 268257 members 
Entering Unmasked Estep 
Score: -46699276.000000 Penalty: 6363.404297
	Iteration 82Q: 3 clusters Score -4.669928e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 267911 members 
Entering Unmasked Estep 
Score: -46699316.000000 Penalty: 6363.404297
	Iteration 83Q: 3 clusters Score -4.669932e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 267591 members 
Entering Unmasked Estep 
Score: -46699352.000000 Penalty: 6363.404297
	Iteration 84Q: 3 clusters Score -4.669935e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 267276 members 
Entering Unmasked Estep 
Score: -46699296.000000 Penalty: 6363.404297
	Iteration 85Q: 3 clusters Score -4.66993e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 266957 members 
Entering Unmasked Estep 
Score: -46699408.000000 Penalty: 6363.404297
	Iteration 86Q: 3 clusters Score -4.669941e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 266648 members 
Entering Unmasked Estep 
Score: -46699440.000000 Penalty: 6363.404297
	Iteration 87Q: 3 clusters Score -4.669944e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 266358 members 
Entering Unmasked Estep 
Score: -46699548.000000 Penalty: 6363.404297
	Iteration 88Q: 3 clusters Score -4.669955e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 266095 members 
Entering Unmasked Estep 
Score: -46699628.000000 Penalty: 6363.404297
	Iteration 89Q: 3 clusters Score -4.669963e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 265849 members 
Entering Unmasked Estep 
Score: -46699608.000000 Penalty: 6363.404297
	Iteration 90Q: 3 clusters Score -4.669961e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 265582 members 
Entering Unmasked Estep 
Score: -46699540.000000 Penalty: 6363.404297
	Iteration 91Q: 3 clusters Score -4.669954e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 265276 members 
Entering Unmasked Estep 
Score: -46699668.000000 Penalty: 6363.404297
	Iteration 92Q: 3 clusters Score -4.669967e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 264996 members 
Entering Unmasked Estep 
Score: -46699652.000000 Penalty: 6363.404297
	Iteration 93Q: 3 clusters Score -4.669965e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 264756 members 
Entering Unmasked Estep 
Score: -46699776.000000 Penalty: 6363.404297
	Iteration 94Q: 3 clusters Score -4.669978e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 264561 members 
Entering Unmasked Estep 
Score: -46699808.000000 Penalty: 6363.404297
	Iteration 95Q: 3 clusters Score -4.669981e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 264388 members 
Entering Unmasked Estep 
Score: -46699764.000000 Penalty: 6363.404297
	Iteration 96Q: 3 clusters Score -4.669976e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 264224 members 
Entering Unmasked Estep 
Score: -46699744.000000 Penalty: 6363.404297
	Iteration 97Q: 3 clusters Score -4.669974e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 264085 members 
Entering Unmasked Estep 
Score: -46699688.000000 Penalty: 6363.404297
	Iteration 98Q: 3 clusters Score -4.669969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109085 members 
Mstep: Class 2 contains 263956 members 
Entering Unmasked Estep 
Score: -46699684.000000 Penalty: 6363.404297
	Iteration 99Q: 3 clusters Score -4.669968e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 263841 members 
Entering Unmasked Estep 
Score: -46699784.000000 Penalty: 6363.404297
	Iteration 100F: 3 clusters Score -4.669978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 263756 members 
Entering Unmasked Estep 
Score: -46699816.000000 Penalty: 6363.404297
	Iteration 101Q: 3 clusters Score -4.669982e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 263682 members 
Entering Unmasked Estep 
Score: -46699908.000000 Penalty: 6363.404297
	Iteration 102Q: 3 clusters Score -4.669991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109437 members 
Mstep: Class 2 contains 263604 members 
Entering Unmasked Estep 
Score: -46699896.000000 Penalty: 6363.404297
	Iteration 103Q: 3 clusters Score -4.66999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 263536 members 
Entering Unmasked Estep 
Score: -46699896.000000 Penalty: 6363.404297
	Iteration 104Q: 3 clusters Score -4.66999e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 263482 members 
Entering Unmasked Estep 
Score: -46699852.000000 Penalty: 6363.404297
	Iteration 105Q: 3 clusters Score -4.669985e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 263426 members 
Entering Unmasked Estep 
Score: -46699896.000000 Penalty: 6363.404297
	Iteration 106Q: 3 clusters Score -4.66999e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 263378 members 
Entering Unmasked Estep 
Score: -46699904.000000 Penalty: 6363.404297
	Iteration 107Q: 3 clusters Score -4.66999e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 263322 members 
Entering Unmasked Estep 
Score: -46699908.000000 Penalty: 6363.404297
	Iteration 108Q: 3 clusters Score -4.669991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 263272 members 
Entering Unmasked Estep 
Score: -46699964.000000 Penalty: 6363.404297
	Iteration 109Q: 3 clusters Score -4.669996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 263226 members 
Entering Unmasked Estep 
Score: -46699980.000000 Penalty: 6363.404297
	Iteration 110Q: 3 clusters Score -4.669998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 263192 members 
Entering Unmasked Estep 
Score: -46699992.000000 Penalty: 6363.404297
	Iteration 111Q: 3 clusters Score -4.669999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 263147 members 
Entering Unmasked Estep 
Score: -46699992.000000 Penalty: 6363.404297
	Iteration 112Q: 3 clusters Score -4.669999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 263110 members 
Entering Unmasked Estep 
Score: -46700012.000000 Penalty: 6363.404297
	Iteration 113Q: 3 clusters Score -4.670001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 263079 members 
Entering Unmasked Estep 
Score: -46700020.000000 Penalty: 6363.404297
	Iteration 114Q: 3 clusters Score -4.670002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 263050 members 
Entering Unmasked Estep 
Score: -46700056.000000 Penalty: 6363.404297
	Iteration 115Q: 3 clusters Score -4.670006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 263019 members 
Entering Unmasked Estep 
Score: -46700024.000000 Penalty: 6363.404297
	Iteration 116Q: 3 clusters Score -4.670002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 262992 members 
Entering Unmasked Estep 
Score: -46700024.000000 Penalty: 6363.404297
	Iteration 117Q: 3 clusters Score -4.670002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 262970 members 
Entering Unmasked Estep 
Score: -46700016.000000 Penalty: 6363.404297
	Iteration 118Q: 3 clusters Score -4.670002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 262956 members 
Entering Unmasked Estep 
Score: -46700000.000000 Penalty: 6363.404297
	Iteration 119Q: 3 clusters Score -4.67e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 262941 members 
Entering Unmasked Estep 
Score: -46700012.000000 Penalty: 6363.404297
	Iteration 120F: 3 clusters Score -4.670001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 262920 members 
Entering Unmasked Estep 
Score: -46700060.000000 Penalty: 6363.404297
	Iteration 121Q: 3 clusters Score -4.670006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 262907 members 
Entering Unmasked Estep 
Score: -46700032.000000 Penalty: 6363.404297
	Iteration 122Q: 3 clusters Score -4.670003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 262895 members 
Entering Unmasked Estep 
Score: -46700036.000000 Penalty: 6363.404297
	Iteration 123Q: 3 clusters Score -4.670004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 262888 members 
Entering Unmasked Estep 
Score: -46700008.000000 Penalty: 6363.404297
	Iteration 124Q: 3 clusters Score -4.670001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 262882 members 
Entering Unmasked Estep 
Score: -46700036.000000 Penalty: 6363.404297
	Iteration 125Q: 3 clusters Score -4.670004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 262872 members 
Entering Unmasked Estep 
Score: -46700064.000000 Penalty: 6363.404297
	Iteration 126Q: 3 clusters Score -4.670006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 262858 members 
Entering Unmasked Estep 
Score: -46700116.000000 Penalty: 6363.404297
	Iteration 127Q: 3 clusters Score -4.670012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 262850 members 
Entering Unmasked Estep 
Score: -46700112.000000 Penalty: 6363.404297
	Iteration 128Q: 3 clusters Score -4.670011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 262844 members 
Entering Unmasked Estep 
Score: -46700096.000000 Penalty: 6363.404297
	Iteration 129Q: 3 clusters Score -4.67001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 262836 members 
Entering Unmasked Estep 
Score: -46700108.000000 Penalty: 6363.404297
	Iteration 130Q: 3 clusters Score -4.670011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 262835 members 
Entering Unmasked Estep 
Score: -46700092.000000 Penalty: 6363.404297
	Iteration 131Q: 3 clusters Score -4.670009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 262835 members 
Entering Unmasked Estep 
Score: -46700104.000000 Penalty: 6363.404297
	Iteration 132Q: 3 clusters Score -4.67001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 262833 members 
Entering Unmasked Estep 
Score: -46700108.000000 Penalty: 6363.404297
	Iteration 133Q: 3 clusters Score -4.670011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 262834 members 
Entering Unmasked Estep 
Score: -46700100.000000 Penalty: 6363.404297
	Iteration 134Q: 3 clusters Score -4.67001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 262835 members 
Entering Unmasked Estep 
Score: -46700124.000000 Penalty: 6363.404297
	Iteration 135Q: 3 clusters Score -4.670012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 262835 members 
Entering Unmasked Estep 
Score: -46700124.000000 Penalty: 6363.404297
	Iteration 136F: 3 clusters Score -4.670012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Entering Unmasked Estep 
Score: -141940592.000000 Penalty: 138613.031250
Splitting cluster 8 changes total score from -141924352.000000 to -141940592.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (26871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Entering Unmasked Estep 
Score: -3315818.500000 Penalty: 2529.303223
	Iteration 0F: 2 clusters Score -3315818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3297396.250000 Penalty: 5058.606445
	Iteration 0F: 3 clusters Score -3297396 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3304027.500000 Penalty: 5058.606445
	Iteration 1F: 3 clusters Score -3304028 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3304771.250000 Penalty: 5058.606445
	Iteration 2F: 3 clusters Score -3304771 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3305610.750000 Penalty: 5058.606445
	Iteration 3F: 3 clusters Score -3305611 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3306608.000000 Penalty: 5058.606445
	Iteration 4F: 3 clusters Score -3306608 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3307909.250000 Penalty: 5058.606445
	Iteration 5F: 3 clusters Score -3307909 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3309546.750000 Penalty: 5058.606445
	Iteration 6F: 3 clusters Score -3309547 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3311238.250000 Penalty: 5058.606445
	Iteration 7F: 3 clusters Score -3311238 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3312800.500000 Penalty: 5058.606445
	Iteration 8F: 3 clusters Score -3312800 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3314026.500000 Penalty: 5058.606445
	Iteration 9Q: 3 clusters Score -3314026 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3314773.750000 Penalty: 5058.606445
	Iteration 10Q: 3 clusters Score -3314774 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3315124.500000 Penalty: 5058.606445
	Iteration 11Q: 3 clusters Score -3315124 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3315307.500000 Penalty: 5058.606445
	Iteration 12Q: 3 clusters Score -3315308 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3315371.000000 Penalty: 5058.606445
	Iteration 13Q: 3 clusters Score -3315371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3315408.500000 Penalty: 5058.606445
	Iteration 14Q: 3 clusters Score -3315408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3315436.750000 Penalty: 5058.606445
	Iteration 15Q: 3 clusters Score -3315437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3315440.500000 Penalty: 5058.606445
	Iteration 16Q: 3 clusters Score -3315440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3315440.250000 Penalty: 5058.606445
	Iteration 17Q: 3 clusters Score -3315440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3315441.000000 Penalty: 5058.606445
	Iteration 18Q: 3 clusters Score -3315441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3315443.250000 Penalty: 5058.606445
	Iteration 19Q: 3 clusters Score -3315443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3315444.000000 Penalty: 5058.606445
	Iteration 20F: 3 clusters Score -3315444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3315448.250000 Penalty: 5058.606445
	Iteration 21Q: 3 clusters Score -3315448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3315450.000000 Penalty: 5058.606445
	Iteration 22Q: 3 clusters Score -3315450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3315446.750000 Penalty: 5058.606445
	Iteration 23Q: 3 clusters Score -3315447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3315446.750000 Penalty: 5058.606445
	Iteration 24Q: 3 clusters Score -3315447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3315442.750000 Penalty: 5058.606445
	Iteration 25Q: 3 clusters Score -3315443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3315442.750000 Penalty: 5058.606445
	Iteration 26Q: 3 clusters Score -3315443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3315442.750000 Penalty: 5058.606445
	Iteration 27F: 3 clusters Score -3315443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -124274.757812 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -124274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122354.156250 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -122354.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -123291.617188 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -123291.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124022.601562 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -124022.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -125135.250000 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -125135.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -125767.562500 Penalty: 3531.740479
	Iteration 4F: 3 clusters Score -125767.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -126241.867188 Penalty: 3531.740479
	Iteration 5F: 3 clusters Score -126241.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -126756.937500 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -126756.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -127004.890625 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -127004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -127059.007812 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -127059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -127124.148438 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -127124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -127146.851562 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -127146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -127151.992188 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -127152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -127153.218750 Penalty: 3531.740479
	Iteration 12F: 3 clusters Score -127153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -127170.093750 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -127170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -127177.242188 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -127177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -127184.976562 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -127185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -127184.976562 Penalty: 3531.740479
	Iteration 16F: 3 clusters Score -127185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Entering Unmasked Estep 
Score: -141941776.000000 Penalty: 142078.359375
Splitting cluster 10 changes total score from -141924352.000000 to -141941776.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (41498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Entering Unmasked Estep 
Score: -5155679.000000 Penalty: 2637.083496
	Iteration 0F: 2 clusters Score -5155679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5127610.500000 Penalty: 5274.166992
	Iteration 0F: 3 clusters Score -5127610 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5137816.000000 Penalty: 5274.166992
	Iteration 1F: 3 clusters Score -5137816 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5138392.500000 Penalty: 5274.166992
	Iteration 2Q: 3 clusters Score -5138392 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5138939.500000 Penalty: 5274.166992
	Iteration 3Q: 3 clusters Score -5138940 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5139567.000000 Penalty: 5274.166992
	Iteration 4Q: 3 clusters Score -5139567 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5140386.000000 Penalty: 5274.166992
	Iteration 5Q: 3 clusters Score -5140386 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -5141447.000000 Penalty: 5274.166992
	Iteration 6F: 3 clusters Score -5141447 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5143075.500000 Penalty: 5274.166992
	Iteration 7F: 3 clusters Score -5143076 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5145011.000000 Penalty: 5274.166992
	Iteration 8F: 3 clusters Score -5145011 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5146873.500000 Penalty: 5274.166992
	Iteration 9F: 3 clusters Score -5146874 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5148473.500000 Penalty: 5274.166992
	Iteration 10F: 3 clusters Score -5148474 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -5149655.500000 Penalty: 5274.166992
	Iteration 11Q: 3 clusters Score -5149656 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5150516.500000 Penalty: 5274.166992
	Iteration 12Q: 3 clusters Score -5150516 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5151254.000000 Penalty: 5274.166992
	Iteration 13Q: 3 clusters Score -5151254 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5151802.500000 Penalty: 5274.166992
	Iteration 14Q: 3 clusters Score -5151802 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5152268.500000 Penalty: 5274.166992
	Iteration 15Q: 3 clusters Score -5152268 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5152622.500000 Penalty: 5274.166992
	Iteration 16Q: 3 clusters Score -5152622 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5152892.000000 Penalty: 5274.166992
	Iteration 17Q: 3 clusters Score -5152892 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5153109.000000 Penalty: 5274.166992
	Iteration 18Q: 3 clusters Score -5153109 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5153237.000000 Penalty: 5274.166992
	Iteration 19Q: 3 clusters Score -5153237 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5153318.000000 Penalty: 5274.166992
	Iteration 20F: 3 clusters Score -5153318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5153385.500000 Penalty: 5274.166992
	Iteration 21Q: 3 clusters Score -5153386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5153446.000000 Penalty: 5274.166992
	Iteration 22Q: 3 clusters Score -5153446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5153474.500000 Penalty: 5274.166992
	Iteration 23Q: 3 clusters Score -5153474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5153500.500000 Penalty: 5274.166992
	Iteration 24Q: 3 clusters Score -5153500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5153517.000000 Penalty: 5274.166992
	Iteration 25Q: 3 clusters Score -5153517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5153521.000000 Penalty: 5274.166992
	Iteration 26Q: 3 clusters Score -5153521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5153527.000000 Penalty: 5274.166992
	Iteration 27Q: 3 clusters Score -5153527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5153544.500000 Penalty: 5274.166992
	Iteration 28Q: 3 clusters Score -5153544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5153541.000000 Penalty: 5274.166992
	Iteration 29Q: 3 clusters Score -5153541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5153547.000000 Penalty: 5274.166992
	Iteration 30Q: 3 clusters Score -5153547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5153547.500000 Penalty: 5274.166992
	Iteration 31Q: 3 clusters Score -5153548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5153557.000000 Penalty: 5274.166992
	Iteration 32Q: 3 clusters Score -5153557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5153551.000000 Penalty: 5274.166992
	Iteration 33Q: 3 clusters Score -5153551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5153556.000000 Penalty: 5274.166992
	Iteration 34Q: 3 clusters Score -5153556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5153548.000000 Penalty: 5274.166992
	Iteration 35Q: 3 clusters Score -5153548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5153552.000000 Penalty: 5274.166992
	Iteration 36Q: 3 clusters Score -5153552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5153564.000000 Penalty: 5274.166992
	Iteration 37Q: 3 clusters Score -5153564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5153559.500000 Penalty: 5274.166992
	Iteration 38Q: 3 clusters Score -5153560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5153564.000000 Penalty: 5274.166992
	Iteration 39Q: 3 clusters Score -5153564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5153569.000000 Penalty: 5274.166992
	Iteration 40F: 3 clusters Score -5153569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5153569.500000 Penalty: 5274.166992
	Iteration 41Q: 3 clusters Score -5153570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5153566.000000 Penalty: 5274.166992
	Iteration 42Q: 3 clusters Score -5153566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5153571.500000 Penalty: 5274.166992
	Iteration 43Q: 3 clusters Score -5153572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5153573.500000 Penalty: 5274.166992
	Iteration 44Q: 3 clusters Score -5153574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5153566.500000 Penalty: 5274.166992
	Iteration 45Q: 3 clusters Score -5153566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5153573.500000 Penalty: 5274.166992
	Iteration 46Q: 3 clusters Score -5153574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5153567.500000 Penalty: 5274.166992
	Iteration 47Q: 3 clusters Score -5153568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5153564.000000 Penalty: 5274.166992
	Iteration 48Q: 3 clusters Score -5153564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5153570.000000 Penalty: 5274.166992
	Iteration 49Q: 3 clusters Score -5153570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5153571.000000 Penalty: 5274.166992
	Iteration 50Q: 3 clusters Score -5153571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5153571.500000 Penalty: 5274.166992
	Iteration 51Q: 3 clusters Score -5153572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5153579.000000 Penalty: 5274.166992
	Iteration 52Q: 3 clusters Score -5153579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5153580.000000 Penalty: 5274.166992
	Iteration 53Q: 3 clusters Score -5153580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5153580.000000 Penalty: 5274.166992
	Iteration 54Q: 3 clusters Score -5153580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5153581.000000 Penalty: 5274.166992
	Iteration 55Q: 3 clusters Score -5153581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5153580.500000 Penalty: 5274.166992
	Iteration 56Q: 3 clusters Score -5153580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5153582.000000 Penalty: 5274.166992
	Iteration 57Q: 3 clusters Score -5153582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5153585.000000 Penalty: 5274.166992
	Iteration 58Q: 3 clusters Score -5153585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5153591.000000 Penalty: 5274.166992
	Iteration 59Q: 3 clusters Score -5153591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5153585.000000 Penalty: 5274.166992
	Iteration 60F: 3 clusters Score -5153585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5153588.500000 Penalty: 5274.166992
	Iteration 61Q: 3 clusters Score -5153588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5153588.500000 Penalty: 5274.166992
	Iteration 62F: 3 clusters Score -5153588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -842463.625000 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -842463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -836692.000000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -836692 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -838242.125000 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -838242.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -838585.812500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -838585.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -838915.000000 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -838915 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -839316.562500 Penalty: 4384.712402
	Iteration 4F: 3 clusters Score -839316.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -839805.875000 Penalty: 4384.712402
	Iteration 5F: 3 clusters Score -839805.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -840315.812500 Penalty: 4384.712402
	Iteration 6F: 3 clusters Score -840315.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -840771.562500 Penalty: 4384.712402
	Iteration 7F: 3 clusters Score -840771.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -841100.062500 Penalty: 4384.712402
	Iteration 8F: 3 clusters Score -841100.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -841294.500000 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -841294.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -841415.125000 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -841415.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -841475.812500 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -841475.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -841503.812500 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -841503.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -841518.687500 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -841518.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -841527.875000 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -841527.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -841535.500000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -841535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -841540.875000 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -841540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -841544.812500 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -841544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -841545.500000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -841545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -841546.062500 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -841546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -841548.687500 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -841548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -841548.000000 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -841548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -841548.375000 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -841548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -841548.937500 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -841548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -841548.937500 Penalty: 4384.712402
	Iteration 24F: 3 clusters Score -841548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Entering Unmasked Estep 
Score: -1816439.500000 Penalty: 2382.744385
	Iteration 0F: 2 clusters Score -1816440 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 7445 members 
Entering Unmasked Estep 
Score: -1805653.125000 Penalty: 4765.488770
	Iteration 0F: 3 clusters Score -1805653 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1809194.750000 Penalty: 4765.488770
	Iteration 1F: 3 clusters Score -1809195 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1810041.625000 Penalty: 4765.488770
	Iteration 2F: 3 clusters Score -1810042 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1811035.750000 Penalty: 4765.488770
	Iteration 3F: 3 clusters Score -1811036 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1812089.750000 Penalty: 4765.488770
	Iteration 4F: 3 clusters Score -1812090 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1813077.000000 Penalty: 4765.488770
	Iteration 5F: 3 clusters Score -1813077 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1813838.375000 Penalty: 4765.488770
	Iteration 6F: 3 clusters Score -1813838 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1814307.000000 Penalty: 4765.488770
	Iteration 7F: 3 clusters Score -1814307 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1814551.375000 Penalty: 4765.488770
	Iteration 8Q: 3 clusters Score -1814551 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1814668.250000 Penalty: 4765.488770
	Iteration 9Q: 3 clusters Score -1814668 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1814756.125000 Penalty: 4765.488770
	Iteration 10Q: 3 clusters Score -1814756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1814832.625000 Penalty: 4765.488770
	Iteration 11Q: 3 clusters Score -1814833 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1814910.375000 Penalty: 4765.488770
	Iteration 12Q: 3 clusters Score -1814910 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1814973.750000 Penalty: 4765.488770
	Iteration 13Q: 3 clusters Score -1814974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1815040.125000 Penalty: 4765.488770
	Iteration 14Q: 3 clusters Score -1815040 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1815114.000000 Penalty: 4765.488770
	Iteration 15Q: 3 clusters Score -1815114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1815194.500000 Penalty: 4765.488770
	Iteration 16Q: 3 clusters Score -1815194 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1815276.375000 Penalty: 4765.488770
	Iteration 17Q: 3 clusters Score -1815276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1815323.375000 Penalty: 4765.488770
	Iteration 18Q: 3 clusters Score -1815323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1815356.500000 Penalty: 4765.488770
	Iteration 19Q: 3 clusters Score -1815356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1815391.250000 Penalty: 4765.488770
	Iteration 20F: 3 clusters Score -1815391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1815415.625000 Penalty: 4765.488770
	Iteration 21Q: 3 clusters Score -1815416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1815435.875000 Penalty: 4765.488770
	Iteration 22Q: 3 clusters Score -1815436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1815454.750000 Penalty: 4765.488770
	Iteration 23Q: 3 clusters Score -1815455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1815483.625000 Penalty: 4765.488770
	Iteration 24Q: 3 clusters Score -1815484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1815504.625000 Penalty: 4765.488770
	Iteration 25Q: 3 clusters Score -1815505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1815524.000000 Penalty: 4765.488770
	Iteration 26Q: 3 clusters Score -1815524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1815534.875000 Penalty: 4765.488770
	Iteration 27Q: 3 clusters Score -1815535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1815551.375000 Penalty: 4765.488770
	Iteration 28Q: 3 clusters Score -1815551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1815571.125000 Penalty: 4765.488770
	Iteration 29Q: 3 clusters Score -1815571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1815578.000000 Penalty: 4765.488770
	Iteration 30Q: 3 clusters Score -1815578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1815591.625000 Penalty: 4765.488770
	Iteration 31Q: 3 clusters Score -1815592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1815599.375000 Penalty: 4765.488770
	Iteration 32Q: 3 clusters Score -1815599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1815604.375000 Penalty: 4765.488770
	Iteration 33Q: 3 clusters Score -1815604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1815608.750000 Penalty: 4765.488770
	Iteration 34Q: 3 clusters Score -1815609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1815610.250000 Penalty: 4765.488770
	Iteration 35Q: 3 clusters Score -1815610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1815615.250000 Penalty: 4765.488770
	Iteration 36Q: 3 clusters Score -1815615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1815619.750000 Penalty: 4765.488770
	Iteration 37Q: 3 clusters Score -1815620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1815623.625000 Penalty: 4765.488770
	Iteration 38Q: 3 clusters Score -1815624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1815624.875000 Penalty: 4765.488770
	Iteration 39Q: 3 clusters Score -1815625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1815626.875000 Penalty: 4765.488770
	Iteration 40F: 3 clusters Score -1815627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1815622.875000 Penalty: 4765.488770
	Iteration 41Q: 3 clusters Score -1815623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1815621.750000 Penalty: 4765.488770
	Iteration 42Q: 3 clusters Score -1815622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1815625.250000 Penalty: 4765.488770
	Iteration 43Q: 3 clusters Score -1815625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1815627.250000 Penalty: 4765.488770
	Iteration 44Q: 3 clusters Score -1815627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1815622.625000 Penalty: 4765.488770
	Iteration 45Q: 3 clusters Score -1815623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1815635.750000 Penalty: 4765.488770
	Iteration 46Q: 3 clusters Score -1815636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1815635.250000 Penalty: 4765.488770
	Iteration 47Q: 3 clusters Score -1815635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1815643.000000 Penalty: 4765.488770
	Iteration 48Q: 3 clusters Score -1815643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1815648.625000 Penalty: 4765.488770
	Iteration 49Q: 3 clusters Score -1815649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1815645.250000 Penalty: 4765.488770
	Iteration 50Q: 3 clusters Score -1815645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1815644.000000 Penalty: 4765.488770
	Iteration 51Q: 3 clusters Score -1815644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1815646.625000 Penalty: 4765.488770
	Iteration 52Q: 3 clusters Score -1815647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1815648.125000 Penalty: 4765.488770
	Iteration 53Q: 3 clusters Score -1815648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1815648.125000 Penalty: 4765.488770
	Iteration 54Q: 3 clusters Score -1815648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1815647.250000 Penalty: 4765.488770
	Iteration 55Q: 3 clusters Score -1815647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1815647.125000 Penalty: 4765.488770
	Iteration 56Q: 3 clusters Score -1815647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1815648.250000 Penalty: 4765.488770
	Iteration 57Q: 3 clusters Score -1815648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1815648.250000 Penalty: 4765.488770
	Iteration 58F: 3 clusters Score -1815648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Entering Unmasked Estep 
Score: -3748737.000000 Penalty: 2557.708984
	Iteration 0F: 2 clusters Score -3748737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3728171.500000 Penalty: 5115.417969
	Iteration 0F: 3 clusters Score -3728172 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3735528.000000 Penalty: 5115.417969
	Iteration 1F: 3 clusters Score -3735528 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3736196.500000 Penalty: 5115.417969
	Iteration 2F: 3 clusters Score -3736196 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3737051.250000 Penalty: 5115.417969
	Iteration 3F: 3 clusters Score -3737051 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3738144.000000 Penalty: 5115.417969
	Iteration 4F: 3 clusters Score -3738144 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3739399.500000 Penalty: 5115.417969
	Iteration 5F: 3 clusters Score -3739400 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3740740.250000 Penalty: 5115.417969
	Iteration 6F: 3 clusters Score -3740740 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3741988.250000 Penalty: 5115.417969
	Iteration 7F: 3 clusters Score -3741988 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3743123.750000 Penalty: 5115.417969
	Iteration 8F: 3 clusters Score -3743124 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3743993.750000 Penalty: 5115.417969
	Iteration 9Q: 3 clusters Score -3743994 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3744644.500000 Penalty: 5115.417969
	Iteration 10Q: 3 clusters Score -3744644 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3745136.000000 Penalty: 5115.417969
	Iteration 11Q: 3 clusters Score -3745136 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3745515.250000 Penalty: 5115.417969
	Iteration 12Q: 3 clusters Score -3745515 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3745793.500000 Penalty: 5115.417969
	Iteration 13Q: 3 clusters Score -3745794 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3746019.000000 Penalty: 5115.417969
	Iteration 14Q: 3 clusters Score -3746019 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3746206.000000 Penalty: 5115.417969
	Iteration 15Q: 3 clusters Score -3746206 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3746362.250000 Penalty: 5115.417969
	Iteration 16Q: 3 clusters Score -3746362 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3746491.750000 Penalty: 5115.417969
	Iteration 17Q: 3 clusters Score -3746492 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3746599.500000 Penalty: 5115.417969
	Iteration 18Q: 3 clusters Score -3746600 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3746701.750000 Penalty: 5115.417969
	Iteration 19Q: 3 clusters Score -3746702 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3746789.750000 Penalty: 5115.417969
	Iteration 20F: 3 clusters Score -3746790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3746864.500000 Penalty: 5115.417969
	Iteration 21Q: 3 clusters Score -3746864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3746963.250000 Penalty: 5115.417969
	Iteration 22Q: 3 clusters Score -3746963 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3747032.500000 Penalty: 5115.417969
	Iteration 23Q: 3 clusters Score -3747032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3747101.500000 Penalty: 5115.417969
	Iteration 24Q: 3 clusters Score -3747102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3747158.250000 Penalty: 5115.417969
	Iteration 25Q: 3 clusters Score -3747158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3747214.250000 Penalty: 5115.417969
	Iteration 26Q: 3 clusters Score -3747214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3747263.500000 Penalty: 5115.417969
	Iteration 27Q: 3 clusters Score -3747264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3747278.750000 Penalty: 5115.417969
	Iteration 28Q: 3 clusters Score -3747279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3747303.000000 Penalty: 5115.417969
	Iteration 29Q: 3 clusters Score -3747303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3747309.250000 Penalty: 5115.417969
	Iteration 30Q: 3 clusters Score -3747309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3747317.250000 Penalty: 5115.417969
	Iteration 31Q: 3 clusters Score -3747317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3747331.250000 Penalty: 5115.417969
	Iteration 32Q: 3 clusters Score -3747331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3747345.500000 Penalty: 5115.417969
	Iteration 33Q: 3 clusters Score -3747346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3747350.000000 Penalty: 5115.417969
	Iteration 34Q: 3 clusters Score -3747350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3747356.750000 Penalty: 5115.417969
	Iteration 35Q: 3 clusters Score -3747357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3747351.000000 Penalty: 5115.417969
	Iteration 36Q: 3 clusters Score -3747351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3747356.500000 Penalty: 5115.417969
	Iteration 37Q: 3 clusters Score -3747356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3747357.250000 Penalty: 5115.417969
	Iteration 38Q: 3 clusters Score -3747357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3747355.500000 Penalty: 5115.417969
	Iteration 39Q: 3 clusters Score -3747356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3747357.250000 Penalty: 5115.417969
	Iteration 40F: 3 clusters Score -3747357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3747359.500000 Penalty: 5115.417969
	Iteration 41Q: 3 clusters Score -3747360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3747360.750000 Penalty: 5115.417969
	Iteration 42Q: 3 clusters Score -3747361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3747360.750000 Penalty: 5115.417969
	Iteration 43F: 3 clusters Score -3747361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Entering Unmasked Estep 
Score: -3189860.250000 Penalty: 2515.194580
	Iteration 0F: 2 clusters Score -3189860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3172395.250000 Penalty: 5030.389160
	Iteration 0F: 3 clusters Score -3172395 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3178443.000000 Penalty: 5030.389160
	Iteration 1F: 3 clusters Score -3178443 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3178974.000000 Penalty: 5030.389160
	Iteration 2F: 3 clusters Score -3178974 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3179517.750000 Penalty: 5030.389160
	Iteration 3F: 3 clusters Score -3179518 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3180130.000000 Penalty: 5030.389160
	Iteration 4Q: 3 clusters Score -3180130 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3180848.500000 Penalty: 5030.389160
	Iteration 5F: 3 clusters Score -3180848 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3181777.000000 Penalty: 5030.389160
	Iteration 6F: 3 clusters Score -3181777 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3182839.500000 Penalty: 5030.389160
	Iteration 7F: 3 clusters Score -3182840 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3183902.250000 Penalty: 5030.389160
	Iteration 8F: 3 clusters Score -3183902 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3184884.250000 Penalty: 5030.389160
	Iteration 9Q: 3 clusters Score -3184884 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3185729.750000 Penalty: 5030.389160
	Iteration 10Q: 3 clusters Score -3185730 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3186334.500000 Penalty: 5030.389160
	Iteration 11Q: 3 clusters Score -3186334 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3186777.000000 Penalty: 5030.389160
	Iteration 12Q: 3 clusters Score -3186777 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3187066.500000 Penalty: 5030.389160
	Iteration 13Q: 3 clusters Score -3187066 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3187292.000000 Penalty: 5030.389160
	Iteration 14Q: 3 clusters Score -3187292 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3187428.500000 Penalty: 5030.389160
	Iteration 15Q: 3 clusters Score -3187428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3187524.500000 Penalty: 5030.389160
	Iteration 16Q: 3 clusters Score -3187524 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3187583.250000 Penalty: 5030.389160
	Iteration 17Q: 3 clusters Score -3187583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3187616.000000 Penalty: 5030.389160
	Iteration 18Q: 3 clusters Score -3187616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3187661.000000 Penalty: 5030.389160
	Iteration 19Q: 3 clusters Score -3187661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3187690.000000 Penalty: 5030.389160
	Iteration 20F: 3 clusters Score -3187690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3187700.000000 Penalty: 5030.389160
	Iteration 21Q: 3 clusters Score -3187700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3187717.750000 Penalty: 5030.389160
	Iteration 22Q: 3 clusters Score -3187718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3187726.000000 Penalty: 5030.389160
	Iteration 23Q: 3 clusters Score -3187726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3187725.500000 Penalty: 5030.389160
	Iteration 24Q: 3 clusters Score -3187726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3187730.750000 Penalty: 5030.389160
	Iteration 25Q: 3 clusters Score -3187731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3187733.750000 Penalty: 5030.389160
	Iteration 26Q: 3 clusters Score -3187734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3187743.750000 Penalty: 5030.389160
	Iteration 27Q: 3 clusters Score -3187744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3187743.250000 Penalty: 5030.389160
	Iteration 28Q: 3 clusters Score -3187743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3187749.500000 Penalty: 5030.389160
	Iteration 29Q: 3 clusters Score -3187750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3187748.750000 Penalty: 5030.389160
	Iteration 30Q: 3 clusters Score -3187749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3187752.250000 Penalty: 5030.389160
	Iteration 31Q: 3 clusters Score -3187752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3187755.000000 Penalty: 5030.389160
	Iteration 32Q: 3 clusters Score -3187755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3187759.250000 Penalty: 5030.389160
	Iteration 33Q: 3 clusters Score -3187759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3187754.750000 Penalty: 5030.389160
	Iteration 34Q: 3 clusters Score -3187755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3187752.500000 Penalty: 5030.389160
	Iteration 35Q: 3 clusters Score -3187752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3187751.500000 Penalty: 5030.389160
	Iteration 36Q: 3 clusters Score -3187752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3187751.500000 Penalty: 5030.389160
	Iteration 37F: 3 clusters Score -3187752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Entering Unmasked Estep 
Score: -581175.375000 Penalty: 2134.408447
	Iteration 0F: 2 clusters Score -581175.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -576389.812500 Penalty: 4268.816895
	Iteration 0F: 3 clusters Score -576389.8 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -577987.312500 Penalty: 4268.816895
	Iteration 1F: 3 clusters Score -577987.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -578680.062500 Penalty: 4268.816895
	Iteration 2F: 3 clusters Score -578680.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -579210.687500 Penalty: 4268.816895
	Iteration 3F: 3 clusters Score -579210.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -579565.937500 Penalty: 4268.816895
	Iteration 4F: 3 clusters Score -579565.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -579850.500000 Penalty: 4268.816895
	Iteration 5F: 3 clusters Score -579850.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -580072.875000 Penalty: 4268.816895
	Iteration 6Q: 3 clusters Score -580072.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -580284.312500 Penalty: 4268.816895
	Iteration 7Q: 3 clusters Score -580284.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -580467.812500 Penalty: 4268.816895
	Iteration 8Q: 3 clusters Score -580467.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -580653.625000 Penalty: 4268.816895
	Iteration 9Q: 3 clusters Score -580653.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -580855.437500 Penalty: 4268.816895
	Iteration 10Q: 3 clusters Score -580855.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -581053.375000 Penalty: 4268.816895
	Iteration 11Q: 3 clusters Score -581053.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -581205.250000 Penalty: 4268.816895
	Iteration 12Q: 3 clusters Score -581205.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -581320.125000 Penalty: 4268.816895
	Iteration 13Q: 3 clusters Score -581320.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -581421.875000 Penalty: 4268.816895
	Iteration 14Q: 3 clusters Score -581421.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -581491.125000 Penalty: 4268.816895
	Iteration 15Q: 3 clusters Score -581491.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -581533.875000 Penalty: 4268.816895
	Iteration 16Q: 3 clusters Score -581533.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -581557.000000 Penalty: 4268.816895
	Iteration 17Q: 3 clusters Score -581557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -581576.000000 Penalty: 4268.816895
	Iteration 18Q: 3 clusters Score -581576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -581587.625000 Penalty: 4268.816895
	Iteration 19Q: 3 clusters Score -581587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -581595.750000 Penalty: 4268.816895
	Iteration 20F: 3 clusters Score -581595.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -581601.312500 Penalty: 4268.816895
	Iteration 21Q: 3 clusters Score -581601.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -581603.437500 Penalty: 4268.816895
	Iteration 22Q: 3 clusters Score -581603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -581608.500000 Penalty: 4268.816895
	Iteration 23Q: 3 clusters Score -581608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -581610.187500 Penalty: 4268.816895
	Iteration 24Q: 3 clusters Score -581610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -581611.750000 Penalty: 4268.816895
	Iteration 25Q: 3 clusters Score -581611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -581611.125000 Penalty: 4268.816895
	Iteration 26Q: 3 clusters Score -581611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -581611.875000 Penalty: 4268.816895
	Iteration 27Q: 3 clusters Score -581611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -581613.312500 Penalty: 4268.816895
	Iteration 28Q: 3 clusters Score -581613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -581616.125000 Penalty: 4268.816895
	Iteration 29Q: 3 clusters Score -581616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -581617.625000 Penalty: 4268.816895
	Iteration 30Q: 3 clusters Score -581617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -581617.687500 Penalty: 4268.816895
	Iteration 31Q: 3 clusters Score -581617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -581617.687500 Penalty: 4268.816895
	Iteration 32F: 3 clusters Score -581617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 3261 members 
Entering Unmasked Estep 
Score: -141940704.000000 Penalty: 145543.687500
Splitting cluster 16 changes total score from -141924352.000000 to -141940704.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -280852.781250 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -280852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -278070.593750 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -278070.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278570.156250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -278570.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -278706.906250 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -278706.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -278771.468750 Penalty: 3824.484131
	Iteration 3Q: 3 clusters Score -278771.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -278806.687500 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -278806.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -278828.250000 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -278828.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -278842.562500 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -278842.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -278852.500000 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -278852.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -278857.406250 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -278857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278861.312500 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -278861.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -278865.562500 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -278865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -278868.468750 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -278868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -278871.375000 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -278871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -278872.531250 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -278872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278873.343750 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -278873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278877.000000 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -278877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278881.750000 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -278881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278885.843750 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -278885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278888.718750 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -278888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278889.281250 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -278889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278890.250000 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -278890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278891.062500 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -278891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278891.625000 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -278891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278892.125000 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -278892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278893.406250 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -278893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278893.406250 Penalty: 3824.484131
	Iteration 25F: 3 clusters Score -278893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Entering Unmasked Estep 
Score: -3648032.750000 Penalty: 2548.126953
	Iteration 0F: 2 clusters Score -3648033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3627969.500000 Penalty: 5096.253906
	Iteration 0F: 3 clusters Score -3627970 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3635357.500000 Penalty: 5096.253906
	Iteration 1F: 3 clusters Score -3635358 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3635919.250000 Penalty: 5096.253906
	Iteration 2F: 3 clusters Score -3635919 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3636403.000000 Penalty: 5096.253906
	Iteration 3Q: 3 clusters Score -3636403 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3636872.000000 Penalty: 5096.253906
	Iteration 4Q: 3 clusters Score -3636872 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3637337.500000 Penalty: 5096.253906
	Iteration 5Q: 3 clusters Score -3637338 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3637786.500000 Penalty: 5096.253906
	Iteration 6Q: 3 clusters Score -3637786 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3638245.000000 Penalty: 5096.253906
	Iteration 7Q: 3 clusters Score -3638245 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3638757.750000 Penalty: 5096.253906
	Iteration 8Q: 3 clusters Score -3638758 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3639277.000000 Penalty: 5096.253906
	Iteration 9Q: 3 clusters Score -3639277 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3639834.750000 Penalty: 5096.253906
	Iteration 10Q: 3 clusters Score -3639835 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3640521.250000 Penalty: 5096.253906
	Iteration 11Q: 3 clusters Score -3640521 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3641291.250000 Penalty: 5096.253906
	Iteration 12Q: 3 clusters Score -3641291 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3642128.000000 Penalty: 5096.253906
	Iteration 13Q: 3 clusters Score -3642128 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3642991.500000 Penalty: 5096.253906
	Iteration 14Q: 3 clusters Score -3642992 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3643743.750000 Penalty: 5096.253906
	Iteration 15Q: 3 clusters Score -3643744 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3644370.500000 Penalty: 5096.253906
	Iteration 16Q: 3 clusters Score -3644370 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3644821.500000 Penalty: 5096.253906
	Iteration 17Q: 3 clusters Score -3644822 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3645152.750000 Penalty: 5096.253906
	Iteration 18Q: 3 clusters Score -3645153 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3645375.000000 Penalty: 5096.253906
	Iteration 19Q: 3 clusters Score -3645375 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3645508.250000 Penalty: 5096.253906
	Iteration 20F: 3 clusters Score -3645508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3645621.000000 Penalty: 5096.253906
	Iteration 21Q: 3 clusters Score -3645621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3645694.250000 Penalty: 5096.253906
	Iteration 22Q: 3 clusters Score -3645694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3645738.500000 Penalty: 5096.253906
	Iteration 23Q: 3 clusters Score -3645738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3645772.750000 Penalty: 5096.253906
	Iteration 24Q: 3 clusters Score -3645773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3645792.000000 Penalty: 5096.253906
	Iteration 25Q: 3 clusters Score -3645792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3645803.750000 Penalty: 5096.253906
	Iteration 26Q: 3 clusters Score -3645804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3645817.000000 Penalty: 5096.253906
	Iteration 27Q: 3 clusters Score -3645817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3645822.250000 Penalty: 5096.253906
	Iteration 28Q: 3 clusters Score -3645822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3645827.500000 Penalty: 5096.253906
	Iteration 29Q: 3 clusters Score -3645828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3645828.750000 Penalty: 5096.253906
	Iteration 30Q: 3 clusters Score -3645829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3645830.750000 Penalty: 5096.253906
	Iteration 31Q: 3 clusters Score -3645831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3645832.750000 Penalty: 5096.253906
	Iteration 32Q: 3 clusters Score -3645833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3645835.250000 Penalty: 5096.253906
	Iteration 33Q: 3 clusters Score -3645835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3645836.250000 Penalty: 5096.253906
	Iteration 34Q: 3 clusters Score -3645836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3645847.250000 Penalty: 5096.253906
	Iteration 35Q: 3 clusters Score -3645847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3645843.750000 Penalty: 5096.253906
	Iteration 36Q: 3 clusters Score -3645844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -3645846.000000 Penalty: 5096.253906
	Iteration 37Q: 3 clusters Score -3645846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3645849.250000 Penalty: 5096.253906
	Iteration 38Q: 3 clusters Score -3645849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3645857.250000 Penalty: 5096.253906
	Iteration 39Q: 3 clusters Score -3645857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3645862.000000 Penalty: 5096.253906
	Iteration 40F: 3 clusters Score -3645862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3645861.500000 Penalty: 5096.253906
	Iteration 41Q: 3 clusters Score -3645862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3645863.500000 Penalty: 5096.253906
	Iteration 42Q: 3 clusters Score -3645864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3645863.500000 Penalty: 5096.253906
	Iteration 43F: 3 clusters Score -3645864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (133032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Entering Unmasked Estep 
Score: -16592456.000000 Penalty: 2925.989502
	Iteration 0F: 2 clusters Score -1.659246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -16503821.000000 Penalty: 5851.979004
	Iteration 0F: 3 clusters Score -1.650382e+07 nChanged 63220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -16540607.000000 Penalty: 5851.979004
	Iteration 1F: 3 clusters Score -1.654061e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -16542204.000000 Penalty: 5851.979004
	Iteration 2Q: 3 clusters Score -1.65422e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -16544805.000000 Penalty: 5851.979004
	Iteration 3Q: 3 clusters Score -1.65448e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -16549184.000000 Penalty: 5851.979004
	Iteration 4F: 3 clusters Score -1.654918e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -16555613.000000 Penalty: 5851.979004
	Iteration 5F: 3 clusters Score -1.655561e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -16564315.000000 Penalty: 5851.979004
	Iteration 6F: 3 clusters Score -1.656432e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -16572855.000000 Penalty: 5851.979004
	Iteration 7F: 3 clusters Score -1.657286e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -16579794.000000 Penalty: 5851.979004
	Iteration 8F: 3 clusters Score -1.657979e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -16584297.000000 Penalty: 5851.979004
	Iteration 9Q: 3 clusters Score -1.65843e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -16586810.000000 Penalty: 5851.979004
	Iteration 10Q: 3 clusters Score -1.658681e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -16588239.000000 Penalty: 5851.979004
	Iteration 11Q: 3 clusters Score -1.658824e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16588968.000000 Penalty: 5851.979004
	Iteration 12Q: 3 clusters Score -1.658897e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16589403.000000 Penalty: 5851.979004
	Iteration 13Q: 3 clusters Score -1.65894e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16589618.000000 Penalty: 5851.979004
	Iteration 14Q: 3 clusters Score -1.658962e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132196 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16589755.000000 Penalty: 5851.979004
	Iteration 15Q: 3 clusters Score -1.658976e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16589842.000000 Penalty: 5851.979004
	Iteration 16Q: 3 clusters Score -1.658984e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16589915.000000 Penalty: 5851.979004
	Iteration 17Q: 3 clusters Score -1.658992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132379 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16589943.000000 Penalty: 5851.979004
	Iteration 18Q: 3 clusters Score -1.658994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16589963.000000 Penalty: 5851.979004
	Iteration 19Q: 3 clusters Score -1.658996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16589977.000000 Penalty: 5851.979004
	Iteration 20F: 3 clusters Score -1.658998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16589969.000000 Penalty: 5851.979004
	Iteration 21Q: 3 clusters Score -1.658997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16589989.000000 Penalty: 5851.979004
	Iteration 22Q: 3 clusters Score -1.658999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16590002.000000 Penalty: 5851.979004
	Iteration 23Q: 3 clusters Score -1.659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16590011.000000 Penalty: 5851.979004
	Iteration 24Q: 3 clusters Score -1.659001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16590017.000000 Penalty: 5851.979004
	Iteration 25Q: 3 clusters Score -1.659002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16590015.000000 Penalty: 5851.979004
	Iteration 26Q: 3 clusters Score -1.659002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16590016.000000 Penalty: 5851.979004
	Iteration 27Q: 3 clusters Score -1.659002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16590019.000000 Penalty: 5851.979004
	Iteration 28Q: 3 clusters Score -1.659002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16590031.000000 Penalty: 5851.979004
	Iteration 29Q: 3 clusters Score -1.659003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16590033.000000 Penalty: 5851.979004
	Iteration 30Q: 3 clusters Score -1.659003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16590026.000000 Penalty: 5851.979004
	Iteration 31Q: 3 clusters Score -1.659003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16590026.000000 Penalty: 5851.979004
	Iteration 32F: 3 clusters Score -1.659003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -1146507.250000 Penalty: 2270.554443
	Iteration 0F: 2 clusters Score -1146507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1139287.625000 Penalty: 4541.108887
	Iteration 0F: 3 clusters Score -1139288 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1141575.500000 Penalty: 4541.108887
	Iteration 1F: 3 clusters Score -1141576 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1142030.375000 Penalty: 4541.108887
	Iteration 2F: 3 clusters Score -1142030 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1142494.625000 Penalty: 4541.108887
	Iteration 3F: 3 clusters Score -1142495 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1143101.125000 Penalty: 4541.108887
	Iteration 4F: 3 clusters Score -1143101 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1143761.000000 Penalty: 4541.108887
	Iteration 5F: 3 clusters Score -1143761 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1144396.250000 Penalty: 4541.108887
	Iteration 6F: 3 clusters Score -1144396 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1144948.500000 Penalty: 4541.108887
	Iteration 7F: 3 clusters Score -1144948 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1145385.750000 Penalty: 4541.108887
	Iteration 8F: 3 clusters Score -1145386 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1145683.625000 Penalty: 4541.108887
	Iteration 9Q: 3 clusters Score -1145684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1145839.375000 Penalty: 4541.108887
	Iteration 10Q: 3 clusters Score -1145839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1145940.875000 Penalty: 4541.108887
	Iteration 11Q: 3 clusters Score -1145941 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1146008.500000 Penalty: 4541.108887
	Iteration 12Q: 3 clusters Score -1146008 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1146067.375000 Penalty: 4541.108887
	Iteration 13Q: 3 clusters Score -1146067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1146110.250000 Penalty: 4541.108887
	Iteration 14Q: 3 clusters Score -1146110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1146146.875000 Penalty: 4541.108887
	Iteration 15Q: 3 clusters Score -1146147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1146175.500000 Penalty: 4541.108887
	Iteration 16Q: 3 clusters Score -1146176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1146199.000000 Penalty: 4541.108887
	Iteration 17Q: 3 clusters Score -1146199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1146213.375000 Penalty: 4541.108887
	Iteration 18Q: 3 clusters Score -1146213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1146231.125000 Penalty: 4541.108887
	Iteration 19Q: 3 clusters Score -1146231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1146248.375000 Penalty: 4541.108887
	Iteration 20F: 3 clusters Score -1146248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1146251.625000 Penalty: 4541.108887
	Iteration 21Q: 3 clusters Score -1146252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1146252.875000 Penalty: 4541.108887
	Iteration 22Q: 3 clusters Score -1146253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1146254.500000 Penalty: 4541.108887
	Iteration 23Q: 3 clusters Score -1146254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1146256.125000 Penalty: 4541.108887
	Iteration 24Q: 3 clusters Score -1146256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1146258.000000 Penalty: 4541.108887
	Iteration 25Q: 3 clusters Score -1146258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1146258.000000 Penalty: 4541.108887
	Iteration 26F: 3 clusters Score -1146258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Entering Unmasked Estep 
Score: -19313530.000000 Penalty: 2965.702148
	Iteration 0F: 2 clusters Score -1.931353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -19208944.000000 Penalty: 5931.404297
	Iteration 0F: 3 clusters Score -1.920894e+07 nChanged 74744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -19252290.000000 Penalty: 5931.404297
	Iteration 1F: 3 clusters Score -1.925229e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -19253344.000000 Penalty: 5931.404297
	Iteration 2Q: 3 clusters Score -1.925334e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -19254242.000000 Penalty: 5931.404297
	Iteration 3Q: 3 clusters Score -1.925424e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -19255194.000000 Penalty: 5931.404297
	Iteration 4Q: 3 clusters Score -1.925519e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -19256546.000000 Penalty: 5931.404297
	Iteration 5Q: 3 clusters Score -1.925655e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -19258318.000000 Penalty: 5931.404297
	Iteration 6Q: 3 clusters Score -1.925832e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -19261004.000000 Penalty: 5931.404297
	Iteration 7Q: 3 clusters Score -1.9261e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -19265116.000000 Penalty: 5931.404297
	Iteration 8Q: 3 clusters Score -1.926512e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -19271154.000000 Penalty: 5931.404297
	Iteration 9F: 3 clusters Score -1.927115e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -19279632.000000 Penalty: 5931.404297
	Iteration 10F: 3 clusters Score -1.927963e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -19289304.000000 Penalty: 5931.404297
	Iteration 11F: 3 clusters Score -1.92893e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 139326 members 
Entering Unmasked Estep 
Score: -19298188.000000 Penalty: 5931.404297
	Iteration 12F: 3 clusters Score -1.929819e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -19304428.000000 Penalty: 5931.404297
	Iteration 13Q: 3 clusters Score -1.930443e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 150686 members 
Entering Unmasked Estep 
Score: -19307866.000000 Penalty: 5931.404297
	Iteration 14Q: 3 clusters Score -1.930787e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 152841 members 
Entering Unmasked Estep 
Score: -19309596.000000 Penalty: 5931.404297
	Iteration 15Q: 3 clusters Score -1.93096e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 153849 members 
Entering Unmasked Estep 
Score: -19310366.000000 Penalty: 5931.404297
	Iteration 16Q: 3 clusters Score -1.931037e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 154342 members 
Entering Unmasked Estep 
Score: -19310720.000000 Penalty: 5931.404297
	Iteration 17Q: 3 clusters Score -1.931072e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -19310916.000000 Penalty: 5931.404297
	Iteration 18Q: 3 clusters Score -1.931092e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -19310992.000000 Penalty: 5931.404297
	Iteration 19Q: 3 clusters Score -1.931099e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -19311092.000000 Penalty: 5931.404297
	Iteration 20F: 3 clusters Score -1.931109e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -19311110.000000 Penalty: 5931.404297
	Iteration 21Q: 3 clusters Score -1.931111e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -19311144.000000 Penalty: 5931.404297
	Iteration 22Q: 3 clusters Score -1.931114e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -19311168.000000 Penalty: 5931.404297
	Iteration 23Q: 3 clusters Score -1.931117e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -19311206.000000 Penalty: 5931.404297
	Iteration 24Q: 3 clusters Score -1.931121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -19311202.000000 Penalty: 5931.404297
	Iteration 25Q: 3 clusters Score -1.93112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -19311234.000000 Penalty: 5931.404297
	Iteration 26Q: 3 clusters Score -1.931123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -19311224.000000 Penalty: 5931.404297
	Iteration 27Q: 3 clusters Score -1.931122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -19311236.000000 Penalty: 5931.404297
	Iteration 28Q: 3 clusters Score -1.931124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -19311228.000000 Penalty: 5931.404297
	Iteration 29Q: 3 clusters Score -1.931123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -19311230.000000 Penalty: 5931.404297
	Iteration 30Q: 3 clusters Score -1.931123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -19311232.000000 Penalty: 5931.404297
	Iteration 31Q: 3 clusters Score -1.931123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -19311248.000000 Penalty: 5931.404297
	Iteration 32Q: 3 clusters Score -1.931125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -19311252.000000 Penalty: 5931.404297
	Iteration 33Q: 3 clusters Score -1.931125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -19311260.000000 Penalty: 5931.404297
	Iteration 34Q: 3 clusters Score -1.931126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -19311252.000000 Penalty: 5931.404297
	Iteration 35Q: 3 clusters Score -1.931125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -19311252.000000 Penalty: 5931.404297
	Iteration 36Q: 3 clusters Score -1.931125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -19311250.000000 Penalty: 5931.404297
	Iteration 37Q: 3 clusters Score -1.931125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -19311266.000000 Penalty: 5931.404297
	Iteration 38Q: 3 clusters Score -1.931127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -19311262.000000 Penalty: 5931.404297
	Iteration 39Q: 3 clusters Score -1.931126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -19311262.000000 Penalty: 5931.404297
	Iteration 40F: 3 clusters Score -1.931126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -19311266.000000 Penalty: 5931.404297
	Iteration 41Q: 3 clusters Score -1.931127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -19311276.000000 Penalty: 5931.404297
	Iteration 42Q: 3 clusters Score -1.931128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -19311268.000000 Penalty: 5931.404297
	Iteration 43Q: 3 clusters Score -1.931127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -19311276.000000 Penalty: 5931.404297
	Iteration 44Q: 3 clusters Score -1.931128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -19311280.000000 Penalty: 5931.404297
	Iteration 45Q: 3 clusters Score -1.931128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -19311294.000000 Penalty: 5931.404297
	Iteration 46Q: 3 clusters Score -1.931129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -19311282.000000 Penalty: 5931.404297
	Iteration 47Q: 3 clusters Score -1.931128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -19311282.000000 Penalty: 5931.404297
	Iteration 48F: 3 clusters Score -1.931128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Entering Unmasked Estep 
Score: -5638052.000000 Penalty: 2670.803467
	Iteration 0F: 2 clusters Score -5638052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5605837.500000 Penalty: 5341.606934
	Iteration 0F: 3 clusters Score -5605838 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5618164.500000 Penalty: 5341.606934
	Iteration 1F: 3 clusters Score -5618164 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5619086.500000 Penalty: 5341.606934
	Iteration 2Q: 3 clusters Score -5619086 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5620207.500000 Penalty: 5341.606934
	Iteration 3F: 3 clusters Score -5620208 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5621526.000000 Penalty: 5341.606934
	Iteration 4F: 3 clusters Score -5621526 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5623153.500000 Penalty: 5341.606934
	Iteration 5F: 3 clusters Score -5623154 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5624994.000000 Penalty: 5341.606934
	Iteration 6F: 3 clusters Score -5624994 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5626897.000000 Penalty: 5341.606934
	Iteration 7F: 3 clusters Score -5626897 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5628678.000000 Penalty: 5341.606934
	Iteration 8F: 3 clusters Score -5628678 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5630358.000000 Penalty: 5341.606934
	Iteration 9Q: 3 clusters Score -5630358 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5631557.000000 Penalty: 5341.606934
	Iteration 10Q: 3 clusters Score -5631557 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -5632400.000000 Penalty: 5341.606934
	Iteration 11Q: 3 clusters Score -5632400 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5633036.000000 Penalty: 5341.606934
	Iteration 12Q: 3 clusters Score -5633036 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5633511.500000 Penalty: 5341.606934
	Iteration 13Q: 3 clusters Score -5633512 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -5633914.000000 Penalty: 5341.606934
	Iteration 14Q: 3 clusters Score -5633914 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5634312.000000 Penalty: 5341.606934
	Iteration 15Q: 3 clusters Score -5634312 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -5634705.000000 Penalty: 5341.606934
	Iteration 16Q: 3 clusters Score -5634705 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5635038.000000 Penalty: 5341.606934
	Iteration 17Q: 3 clusters Score -5635038 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5635325.500000 Penalty: 5341.606934
	Iteration 18Q: 3 clusters Score -5635326 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -5635560.000000 Penalty: 5341.606934
	Iteration 19Q: 3 clusters Score -5635560 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -5635778.500000 Penalty: 5341.606934
	Iteration 20F: 3 clusters Score -5635778 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5635921.000000 Penalty: 5341.606934
	Iteration 21Q: 3 clusters Score -5635921 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5636081.000000 Penalty: 5341.606934
	Iteration 22Q: 3 clusters Score -5636081 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -5636187.500000 Penalty: 5341.606934
	Iteration 23Q: 3 clusters Score -5636188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5636289.000000 Penalty: 5341.606934
	Iteration 24Q: 3 clusters Score -5636289 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5636368.500000 Penalty: 5341.606934
	Iteration 25Q: 3 clusters Score -5636368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5636426.000000 Penalty: 5341.606934
	Iteration 26Q: 3 clusters Score -5636426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5636447.000000 Penalty: 5341.606934
	Iteration 27Q: 3 clusters Score -5636447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -5636482.500000 Penalty: 5341.606934
	Iteration 28Q: 3 clusters Score -5636482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5636492.000000 Penalty: 5341.606934
	Iteration 29Q: 3 clusters Score -5636492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -5636503.000000 Penalty: 5341.606934
	Iteration 30Q: 3 clusters Score -5636503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5636518.500000 Penalty: 5341.606934
	Iteration 31Q: 3 clusters Score -5636518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5636550.500000 Penalty: 5341.606934
	Iteration 32Q: 3 clusters Score -5636550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5636560.000000 Penalty: 5341.606934
	Iteration 33Q: 3 clusters Score -5636560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5636578.000000 Penalty: 5341.606934
	Iteration 34Q: 3 clusters Score -5636578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5636588.500000 Penalty: 5341.606934
	Iteration 35Q: 3 clusters Score -5636588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5636604.000000 Penalty: 5341.606934
	Iteration 36Q: 3 clusters Score -5636604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5636599.000000 Penalty: 5341.606934
	Iteration 37Q: 3 clusters Score -5636599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5636611.500000 Penalty: 5341.606934
	Iteration 38Q: 3 clusters Score -5636612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5636627.500000 Penalty: 5341.606934
	Iteration 39Q: 3 clusters Score -5636628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5636632.000000 Penalty: 5341.606934
	Iteration 40F: 3 clusters Score -5636632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5636634.500000 Penalty: 5341.606934
	Iteration 41Q: 3 clusters Score -5636634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5636646.500000 Penalty: 5341.606934
	Iteration 42Q: 3 clusters Score -5636646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5636648.500000 Penalty: 5341.606934
	Iteration 43Q: 3 clusters Score -5636648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5636643.500000 Penalty: 5341.606934
	Iteration 44Q: 3 clusters Score -5636644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5636643.000000 Penalty: 5341.606934
	Iteration 45Q: 3 clusters Score -5636643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5636648.000000 Penalty: 5341.606934
	Iteration 46Q: 3 clusters Score -5636648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5636642.000000 Penalty: 5341.606934
	Iteration 47Q: 3 clusters Score -5636642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5636645.000000 Penalty: 5341.606934
	Iteration 48Q: 3 clusters Score -5636645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5636643.500000 Penalty: 5341.606934
	Iteration 49Q: 3 clusters Score -5636644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5636648.500000 Penalty: 5341.606934
	Iteration 50Q: 3 clusters Score -5636648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5636653.500000 Penalty: 5341.606934
	Iteration 51Q: 3 clusters Score -5636654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5636654.500000 Penalty: 5341.606934
	Iteration 52Q: 3 clusters Score -5636654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5636651.500000 Penalty: 5341.606934
	Iteration 53Q: 3 clusters Score -5636652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5636648.500000 Penalty: 5341.606934
	Iteration 54Q: 3 clusters Score -5636648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5636655.000000 Penalty: 5341.606934
	Iteration 55Q: 3 clusters Score -5636655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5636654.000000 Penalty: 5341.606934
	Iteration 56Q: 3 clusters Score -5636654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5636651.500000 Penalty: 5341.606934
	Iteration 57Q: 3 clusters Score -5636652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5636651.000000 Penalty: 5341.606934
	Iteration 58Q: 3 clusters Score -5636651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5636644.000000 Penalty: 5341.606934
	Iteration 59Q: 3 clusters Score -5636644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5636650.000000 Penalty: 5341.606934
	Iteration 60F: 3 clusters Score -5636650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5636653.000000 Penalty: 5341.606934
	Iteration 61Q: 3 clusters Score -5636653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5636653.500000 Penalty: 5341.606934
	Iteration 62Q: 3 clusters Score -5636654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5636659.500000 Penalty: 5341.606934
	Iteration 63Q: 3 clusters Score -5636660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5636658.000000 Penalty: 5341.606934
	Iteration 64Q: 3 clusters Score -5636658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5636655.500000 Penalty: 5341.606934
	Iteration 65Q: 3 clusters Score -5636656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5636653.000000 Penalty: 5341.606934
	Iteration 66Q: 3 clusters Score -5636653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5636653.500000 Penalty: 5341.606934
	Iteration 67Q: 3 clusters Score -5636654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5636652.500000 Penalty: 5341.606934
	Iteration 68Q: 3 clusters Score -5636652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5636661.000000 Penalty: 5341.606934
	Iteration 69Q: 3 clusters Score -5636661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5636661.500000 Penalty: 5341.606934
	Iteration 70Q: 3 clusters Score -5636662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5636660.000000 Penalty: 5341.606934
	Iteration 71Q: 3 clusters Score -5636660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5636661.000000 Penalty: 5341.606934
	Iteration 72Q: 3 clusters Score -5636661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5636663.500000 Penalty: 5341.606934
	Iteration 73Q: 3 clusters Score -5636664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5636663.500000 Penalty: 5341.606934
	Iteration 74F: 3 clusters Score -5636664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -212729.187500 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -212729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -210233.015625 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -210233 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211365.968750 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -211366 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212041.843750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -212041.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -212644.609375 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -212644.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -213030.250000 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -213030.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -213174.703125 Penalty: 3778.896240
	Iteration 5F: 3 clusters Score -213174.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -213213.593750 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -213213.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -213232.281250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -213232.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -213243.890625 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -213243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213253.187500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -213253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213258.000000 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -213258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -213260.390625 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -213260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -213260.671875 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -213260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -213260.671875 Penalty: 3778.896240
	Iteration 13F: 3 clusters Score -213260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 3261 members 
Mstep: Class 43 contains 1366 members 
Entering Unmasked Estep 
Score: -141939776.000000 Penalty: 149009.015625
Splitting cluster 23 changes total score from -141924352.000000 to -141939776.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 24 (51075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Entering Unmasked Estep 
Score: -6322445.000000 Penalty: 2688.580322
	Iteration 0F: 2 clusters Score -6322445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -6288152.000000 Penalty: 5377.160645
	Iteration 0F: 3 clusters Score -6288152 nChanged 23498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -6301283.500000 Penalty: 5377.160645
	Iteration 1F: 3 clusters Score -6301284 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6302001.000000 Penalty: 5377.160645
	Iteration 2Q: 3 clusters Score -6302001 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -6302717.000000 Penalty: 5377.160645
	Iteration 3Q: 3 clusters Score -6302717 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -6303576.000000 Penalty: 5377.160645
	Iteration 4Q: 3 clusters Score -6303576 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6304579.000000 Penalty: 5377.160645
	Iteration 5Q: 3 clusters Score -6304579 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6305846.500000 Penalty: 5377.160645
	Iteration 6Q: 3 clusters Score -6305846 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6307408.000000 Penalty: 5377.160645
	Iteration 7F: 3 clusters Score -6307408 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -6309306.000000 Penalty: 5377.160645
	Iteration 8F: 3 clusters Score -6309306 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -6311489.000000 Penalty: 5377.160645
	Iteration 9F: 3 clusters Score -6311489 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -6313810.000000 Penalty: 5377.160645
	Iteration 10F: 3 clusters Score -6313810 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -6315772.500000 Penalty: 5377.160645
	Iteration 11F: 3 clusters Score -6315772 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6317067.500000 Penalty: 5377.160645
	Iteration 12Q: 3 clusters Score -6317068 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -6317988.000000 Penalty: 5377.160645
	Iteration 13Q: 3 clusters Score -6317988 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6318749.500000 Penalty: 5377.160645
	Iteration 14Q: 3 clusters Score -6318750 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -6319273.500000 Penalty: 5377.160645
	Iteration 15Q: 3 clusters Score -6319274 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -6319647.500000 Penalty: 5377.160645
	Iteration 16Q: 3 clusters Score -6319648 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6319937.500000 Penalty: 5377.160645
	Iteration 17Q: 3 clusters Score -6319938 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -6320121.000000 Penalty: 5377.160645
	Iteration 18Q: 3 clusters Score -6320121 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -6320239.500000 Penalty: 5377.160645
	Iteration 19Q: 3 clusters Score -6320240 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -6320301.500000 Penalty: 5377.160645
	Iteration 20F: 3 clusters Score -6320302 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -6320356.000000 Penalty: 5377.160645
	Iteration 21Q: 3 clusters Score -6320356 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6320376.500000 Penalty: 5377.160645
	Iteration 22Q: 3 clusters Score -6320376 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6320388.500000 Penalty: 5377.160645
	Iteration 23Q: 3 clusters Score -6320388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -6320397.500000 Penalty: 5377.160645
	Iteration 24Q: 3 clusters Score -6320398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -6320399.000000 Penalty: 5377.160645
	Iteration 25Q: 3 clusters Score -6320399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6320405.500000 Penalty: 5377.160645
	Iteration 26Q: 3 clusters Score -6320406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6320411.500000 Penalty: 5377.160645
	Iteration 27Q: 3 clusters Score -6320412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6320433.000000 Penalty: 5377.160645
	Iteration 28Q: 3 clusters Score -6320433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -6320428.500000 Penalty: 5377.160645
	Iteration 29Q: 3 clusters Score -6320428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6320423.000000 Penalty: 5377.160645
	Iteration 30Q: 3 clusters Score -6320423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6320447.500000 Penalty: 5377.160645
	Iteration 31Q: 3 clusters Score -6320448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6320456.500000 Penalty: 5377.160645
	Iteration 32Q: 3 clusters Score -6320456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6320449.000000 Penalty: 5377.160645
	Iteration 33Q: 3 clusters Score -6320449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -6320468.500000 Penalty: 5377.160645
	Iteration 34Q: 3 clusters Score -6320468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -6320458.000000 Penalty: 5377.160645
	Iteration 35Q: 3 clusters Score -6320458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6320442.000000 Penalty: 5377.160645
	Iteration 36Q: 3 clusters Score -6320442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -6320450.500000 Penalty: 5377.160645
	Iteration 37Q: 3 clusters Score -6320450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6320452.000000 Penalty: 5377.160645
	Iteration 38Q: 3 clusters Score -6320452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -6320440.000000 Penalty: 5377.160645
	Iteration 39Q: 3 clusters Score -6320440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -6320438.000000 Penalty: 5377.160645
	Iteration 40F: 3 clusters Score -6320438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -6320442.000000 Penalty: 5377.160645
	Iteration 41Q: 3 clusters Score -6320442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -6320447.500000 Penalty: 5377.160645
	Iteration 42Q: 3 clusters Score -6320448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6320433.000000 Penalty: 5377.160645
	Iteration 43Q: 3 clusters Score -6320433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320427.000000 Penalty: 5377.160645
	Iteration 44Q: 3 clusters Score -6320427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6320432.500000 Penalty: 5377.160645
	Iteration 45Q: 3 clusters Score -6320432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6320438.000000 Penalty: 5377.160645
	Iteration 46Q: 3 clusters Score -6320438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320435.500000 Penalty: 5377.160645
	Iteration 47Q: 3 clusters Score -6320436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320438.000000 Penalty: 5377.160645
	Iteration 48Q: 3 clusters Score -6320438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320432.500000 Penalty: 5377.160645
	Iteration 49Q: 3 clusters Score -6320432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320436.000000 Penalty: 5377.160645
	Iteration 50Q: 3 clusters Score -6320436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6320442.500000 Penalty: 5377.160645
	Iteration 51Q: 3 clusters Score -6320442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6320446.500000 Penalty: 5377.160645
	Iteration 52Q: 3 clusters Score -6320446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6320444.500000 Penalty: 5377.160645
	Iteration 53Q: 3 clusters Score -6320444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6320445.000000 Penalty: 5377.160645
	Iteration 54Q: 3 clusters Score -6320445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6320442.500000 Penalty: 5377.160645
	Iteration 55Q: 3 clusters Score -6320442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6320443.500000 Penalty: 5377.160645
	Iteration 56Q: 3 clusters Score -6320444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6320449.000000 Penalty: 5377.160645
	Iteration 57Q: 3 clusters Score -6320449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6320438.500000 Penalty: 5377.160645
	Iteration 58Q: 3 clusters Score -6320438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -6320439.000000 Penalty: 5377.160645
	Iteration 59Q: 3 clusters Score -6320439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6320437.500000 Penalty: 5377.160645
	Iteration 60F: 3 clusters Score -6320438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6320444.500000 Penalty: 5377.160645
	Iteration 61Q: 3 clusters Score -6320444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -6320444.000000 Penalty: 5377.160645
	Iteration 62Q: 3 clusters Score -6320444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6320445.500000 Penalty: 5377.160645
	Iteration 63Q: 3 clusters Score -6320446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6320445.500000 Penalty: 5377.160645
	Iteration 64F: 3 clusters Score -6320446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -792520.500000 Penalty: 2197.403809
	Iteration 0F: 2 clusters Score -792520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -786880.000000 Penalty: 4394.807617
	Iteration 0F: 3 clusters Score -786880 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -789510.187500 Penalty: 4394.807617
	Iteration 1F: 3 clusters Score -789510.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -790493.062500 Penalty: 4394.807617
	Iteration 2F: 3 clusters Score -790493.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -791181.187500 Penalty: 4394.807617
	Iteration 3F: 3 clusters Score -791181.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -791591.500000 Penalty: 4394.807617
	Iteration 4F: 3 clusters Score -791591.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -791880.625000 Penalty: 4394.807617
	Iteration 5Q: 3 clusters Score -791880.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -792101.375000 Penalty: 4394.807617
	Iteration 6Q: 3 clusters Score -792101.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -792245.750000 Penalty: 4394.807617
	Iteration 7Q: 3 clusters Score -792245.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -792333.312500 Penalty: 4394.807617
	Iteration 8Q: 3 clusters Score -792333.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -792406.312500 Penalty: 4394.807617
	Iteration 9Q: 3 clusters Score -792406.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -792457.500000 Penalty: 4394.807617
	Iteration 10Q: 3 clusters Score -792457.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -792496.062500 Penalty: 4394.807617
	Iteration 11Q: 3 clusters Score -792496.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -792526.875000 Penalty: 4394.807617
	Iteration 12Q: 3 clusters Score -792526.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -792555.562500 Penalty: 4394.807617
	Iteration 13Q: 3 clusters Score -792555.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -792578.000000 Penalty: 4394.807617
	Iteration 14Q: 3 clusters Score -792578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -792591.500000 Penalty: 4394.807617
	Iteration 15Q: 3 clusters Score -792591.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -792601.812500 Penalty: 4394.807617
	Iteration 16Q: 3 clusters Score -792601.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -792615.187500 Penalty: 4394.807617
	Iteration 17Q: 3 clusters Score -792615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -792626.375000 Penalty: 4394.807617
	Iteration 18Q: 3 clusters Score -792626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -792630.625000 Penalty: 4394.807617
	Iteration 19Q: 3 clusters Score -792630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -792637.937500 Penalty: 4394.807617
	Iteration 20F: 3 clusters Score -792637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -792645.750000 Penalty: 4394.807617
	Iteration 21Q: 3 clusters Score -792645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -792651.875000 Penalty: 4394.807617
	Iteration 22Q: 3 clusters Score -792651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -792660.500000 Penalty: 4394.807617
	Iteration 23Q: 3 clusters Score -792660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -792663.250000 Penalty: 4394.807617
	Iteration 24Q: 3 clusters Score -792663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -792666.000000 Penalty: 4394.807617
	Iteration 25Q: 3 clusters Score -792666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -792669.500000 Penalty: 4394.807617
	Iteration 26Q: 3 clusters Score -792669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -792671.250000 Penalty: 4394.807617
	Iteration 27Q: 3 clusters Score -792671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -792670.937500 Penalty: 4394.807617
	Iteration 28Q: 3 clusters Score -792670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -792670.937500 Penalty: 4394.807617
	Iteration 29F: 3 clusters Score -792670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 3261 members 
Mstep: Class 43 contains 1366 members 
Mstep: Class 44 contains 5956 members 
Entering Unmasked Estep 
Score: -141938688.000000 Penalty: 152474.343750
Splitting cluster 25 changes total score from -141924352.000000 to -141938688.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (22331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Entering Unmasked Estep 
Score: -2842149.250000 Penalty: 2483.405273
	Iteration 0F: 2 clusters Score -2842149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2826487.750000 Penalty: 4966.810547
	Iteration 0F: 3 clusters Score -2826488 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2831652.500000 Penalty: 4966.810547
	Iteration 1F: 3 clusters Score -2831652 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2832097.750000 Penalty: 4966.810547
	Iteration 2F: 3 clusters Score -2832098 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2832597.250000 Penalty: 4966.810547
	Iteration 3F: 3 clusters Score -2832597 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2833164.000000 Penalty: 4966.810547
	Iteration 4F: 3 clusters Score -2833164 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2833860.250000 Penalty: 4966.810547
	Iteration 5F: 3 clusters Score -2833860 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2834776.000000 Penalty: 4966.810547
	Iteration 6F: 3 clusters Score -2834776 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2835866.500000 Penalty: 4966.810547
	Iteration 7F: 3 clusters Score -2835866 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2836956.750000 Penalty: 4966.810547
	Iteration 8F: 3 clusters Score -2836957 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2837979.250000 Penalty: 4966.810547
	Iteration 9F: 3 clusters Score -2837979 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2838865.000000 Penalty: 4966.810547
	Iteration 10Q: 3 clusters Score -2838865 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2839381.750000 Penalty: 4966.810547
	Iteration 11Q: 3 clusters Score -2839382 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2839600.000000 Penalty: 4966.810547
	Iteration 12Q: 3 clusters Score -2839600 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2839719.500000 Penalty: 4966.810547
	Iteration 13Q: 3 clusters Score -2839720 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2839792.500000 Penalty: 4966.810547
	Iteration 14Q: 3 clusters Score -2839792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2839856.750000 Penalty: 4966.810547
	Iteration 15Q: 3 clusters Score -2839857 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2839905.500000 Penalty: 4966.810547
	Iteration 16Q: 3 clusters Score -2839906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2839959.500000 Penalty: 4966.810547
	Iteration 17Q: 3 clusters Score -2839960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2839994.000000 Penalty: 4966.810547
	Iteration 18Q: 3 clusters Score -2839994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2840034.000000 Penalty: 4966.810547
	Iteration 19Q: 3 clusters Score -2840034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2840055.000000 Penalty: 4966.810547
	Iteration 20F: 3 clusters Score -2840055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2840088.000000 Penalty: 4966.810547
	Iteration 21Q: 3 clusters Score -2840088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2840104.750000 Penalty: 4966.810547
	Iteration 22Q: 3 clusters Score -2840105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2840120.750000 Penalty: 4966.810547
	Iteration 23Q: 3 clusters Score -2840121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2840138.750000 Penalty: 4966.810547
	Iteration 24Q: 3 clusters Score -2840139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2840156.750000 Penalty: 4966.810547
	Iteration 25Q: 3 clusters Score -2840157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2840157.000000 Penalty: 4966.810547
	Iteration 26Q: 3 clusters Score -2840157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2840163.250000 Penalty: 4966.810547
	Iteration 27Q: 3 clusters Score -2840163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2840172.500000 Penalty: 4966.810547
	Iteration 28Q: 3 clusters Score -2840172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2840182.250000 Penalty: 4966.810547
	Iteration 29Q: 3 clusters Score -2840182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2840192.750000 Penalty: 4966.810547
	Iteration 30Q: 3 clusters Score -2840193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2840195.500000 Penalty: 4966.810547
	Iteration 31Q: 3 clusters Score -2840196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2840205.000000 Penalty: 4966.810547
	Iteration 32Q: 3 clusters Score -2840205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2840202.750000 Penalty: 4966.810547
	Iteration 33Q: 3 clusters Score -2840203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2840216.750000 Penalty: 4966.810547
	Iteration 34Q: 3 clusters Score -2840217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2840211.250000 Penalty: 4966.810547
	Iteration 35Q: 3 clusters Score -2840211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2840220.500000 Penalty: 4966.810547
	Iteration 36Q: 3 clusters Score -2840220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2840227.250000 Penalty: 4966.810547
	Iteration 37Q: 3 clusters Score -2840227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2840231.000000 Penalty: 4966.810547
	Iteration 38Q: 3 clusters Score -2840231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2840237.750000 Penalty: 4966.810547
	Iteration 39Q: 3 clusters Score -2840238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2840244.000000 Penalty: 4966.810547
	Iteration 40F: 3 clusters Score -2840244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2840244.250000 Penalty: 4966.810547
	Iteration 41Q: 3 clusters Score -2840244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2840253.250000 Penalty: 4966.810547
	Iteration 42Q: 3 clusters Score -2840253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2840268.500000 Penalty: 4966.810547
	Iteration 43Q: 3 clusters Score -2840268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2840278.500000 Penalty: 4966.810547
	Iteration 44Q: 3 clusters Score -2840278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2840281.750000 Penalty: 4966.810547
	Iteration 45Q: 3 clusters Score -2840282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2840282.250000 Penalty: 4966.810547
	Iteration 46Q: 3 clusters Score -2840282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2840282.500000 Penalty: 4966.810547
	Iteration 47Q: 3 clusters Score -2840282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2840285.000000 Penalty: 4966.810547
	Iteration 48Q: 3 clusters Score -2840285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2840283.500000 Penalty: 4966.810547
	Iteration 49Q: 3 clusters Score -2840284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2840287.000000 Penalty: 4966.810547
	Iteration 50Q: 3 clusters Score -2840287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2840293.250000 Penalty: 4966.810547
	Iteration 51Q: 3 clusters Score -2840293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2840291.000000 Penalty: 4966.810547
	Iteration 52Q: 3 clusters Score -2840291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2840290.500000 Penalty: 4966.810547
	Iteration 53Q: 3 clusters Score -2840290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2840293.250000 Penalty: 4966.810547
	Iteration 54Q: 3 clusters Score -2840293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2840297.500000 Penalty: 4966.810547
	Iteration 55Q: 3 clusters Score -2840298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2840296.000000 Penalty: 4966.810547
	Iteration 56Q: 3 clusters Score -2840296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2840302.250000 Penalty: 4966.810547
	Iteration 57Q: 3 clusters Score -2840302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2840302.500000 Penalty: 4966.810547
	Iteration 58Q: 3 clusters Score -2840302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2840306.250000 Penalty: 4966.810547
	Iteration 59Q: 3 clusters Score -2840306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2840302.500000 Penalty: 4966.810547
	Iteration 60F: 3 clusters Score -2840302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2840299.750000 Penalty: 4966.810547
	Iteration 61Q: 3 clusters Score -2840300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2840300.000000 Penalty: 4966.810547
	Iteration 62Q: 3 clusters Score -2840300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2840305.250000 Penalty: 4966.810547
	Iteration 63Q: 3 clusters Score -2840305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2840303.000000 Penalty: 4966.810547
	Iteration 64Q: 3 clusters Score -2840303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2840303.000000 Penalty: 4966.810547
	Iteration 65F: 3 clusters Score -2840303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -45858.847656 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -45858.85 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 283 members 
Entering Unmasked Estep 
Score: -44572.839844 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -44572.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45466.187500 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -45466.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45978.535156 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -45978.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46278.843750 Penalty: 3100.944336
	Iteration 3F: 3 clusters Score -46278.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46393.898438 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -46393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46458.859375 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -46458.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46477.816406 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -46477.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46493.820312 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -46493.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46504.117188 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -46504.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46516.195312 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -46516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46529.042969 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -46529.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46565.765625 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -46565.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46575.410156 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -46575.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46583.027344 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -46583.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46594.972656 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -46594.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46599.386719 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -46599.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46606.125000 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -46606.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46606.257812 Penalty: 3100.944336
	Iteration 17F: 3 clusters Score -46606.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46609.441406 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -46609.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46609.441406 Penalty: 3100.944336
	Iteration 19F: 3 clusters Score -46609.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 325 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 3847 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 3261 members 
Mstep: Class 43 contains 1366 members 
Mstep: Class 44 contains 5956 members 
Mstep: Class 45 contains 194 members 
Entering Unmasked Estep 
Score: -141937568.000000 Penalty: 155939.671875
Splitting cluster 27 changes total score from -141924352.000000 to -141937568.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1337718.250000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1337718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1329302.375000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1329302 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1331781.375000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1331781 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1332243.000000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1332243 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1332812.250000 Penalty: 4625.955078
	Iteration 3F: 3 clusters Score -1332812 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1333663.375000 Penalty: 4625.955078
	Iteration 4F: 3 clusters Score -1333663 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1334587.375000 Penalty: 4625.955078
	Iteration 5F: 3 clusters Score -1334587 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1335382.875000 Penalty: 4625.955078
	Iteration 6F: 3 clusters Score -1335383 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1335902.500000 Penalty: 4625.955078
	Iteration 7F: 3 clusters Score -1335902 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1336176.750000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1336177 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1336338.375000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1336338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1336422.125000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1336422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1336478.875000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1336479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1336521.875000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1336522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1336552.750000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1336553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1336567.625000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1336568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1336592.000000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1336592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1336599.500000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1336600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1336614.375000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1336614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1336622.875000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1336623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1336629.500000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1336630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1336632.750000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1336633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1336644.375000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1336644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1336648.875000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1336649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1336651.875000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1336652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1336657.000000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1336657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1336660.500000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1336660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1336662.250000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1336662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1336669.750000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1336670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1336671.750000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1336672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1336676.375000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1336676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1336681.750000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1336682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1336683.125000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1336683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1336683.500000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1336684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1336683.500000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1336684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1336686.500000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1336686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1336688.250000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1336688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1336693.000000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1336693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1336691.875000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1336692 nChanged 4
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: -1336694.250000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1336694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1336695.375000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1336695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1336695.750000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1336696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Entering Unmasked Estep 
Score: -1638382.375000 Penalty: 2357.097900
	Iteration 0F: 2 clusters Score -1638382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1628598.250000 Penalty: 4714.195801
	Iteration 0F: 3 clusters Score -1628598 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1631708.625000 Penalty: 4714.195801
	Iteration 1F: 3 clusters Score -1631709 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1632116.875000 Penalty: 4714.195801
	Iteration 2F: 3 clusters Score -1632117 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1632558.875000 Penalty: 4714.195801
	Iteration 3F: 3 clusters Score -1632559 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1633068.375000 Penalty: 4714.195801
	Iteration 4F: 3 clusters Score -1633068 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1633611.375000 Penalty: 4714.195801
	Iteration 5F: 3 clusters Score -1633611 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1634064.000000 Penalty: 4714.195801
	Iteration 6F: 3 clusters Score -1634064 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1634477.500000 Penalty: 4714.195801
	Iteration 7F: 3 clusters Score -1634478 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1634821.250000 Penalty: 4714.195801
	Iteration 8Q: 3 clusters Score -1634821 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1635071.375000 Penalty: 4714.195801
	Iteration 9Q: 3 clusters Score -1635071 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1635249.250000 Penalty: 4714.195801
	Iteration 10Q: 3 clusters Score -1635249 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1635365.375000 Penalty: 4714.195801
	Iteration 11Q: 3 clusters Score -1635365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1635433.500000 Penalty: 4714.195801
	Iteration 12Q: 3 clusters Score -1635434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1635491.375000 Penalty: 4714.195801
	Iteration 13Q: 3 clusters Score -1635491 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1635533.875000 Penalty: 4714.195801
	Iteration 14Q: 3 clusters Score -1635534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1635579.500000 Penalty: 4714.195801
	Iteration 15Q: 3 clusters Score -1635580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1635622.875000 Penalty: 4714.195801
	Iteration 16Q: 3 clusters Score -1635623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1635655.625000 Penalty: 4714.195801
	Iteration 17Q: 3 clusters Score -1635656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1635685.375000 Penalty: 4714.195801
	Iteration 18Q: 3 clusters Score -1635685 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1635712.000000 Penalty: 4714.195801
	Iteration 19Q: 3 clusters Score -1635712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1635730.625000 Penalty: 4714.195801
	Iteration 20F: 3 clusters Score -1635731 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1635756.875000 Penalty: 4714.195801
	Iteration 21Q: 3 clusters Score -1635757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1635784.125000 Penalty: 4714.195801
	Iteration 22Q: 3 clusters Score -1635784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1635802.000000 Penalty: 4714.195801
	Iteration 23Q: 3 clusters Score -1635802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1635827.875000 Penalty: 4714.195801
	Iteration 24Q: 3 clusters Score -1635828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1635844.375000 Penalty: 4714.195801
	Iteration 25Q: 3 clusters Score -1635844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1635862.375000 Penalty: 4714.195801
	Iteration 26Q: 3 clusters Score -1635862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1635882.125000 Penalty: 4714.195801
	Iteration 27Q: 3 clusters Score -1635882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1635912.375000 Penalty: 4714.195801
	Iteration 28Q: 3 clusters Score -1635912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1635945.500000 Penalty: 4714.195801
	Iteration 29Q: 3 clusters Score -1635946 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1635971.500000 Penalty: 4714.195801
	Iteration 30Q: 3 clusters Score -1635972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1636004.500000 Penalty: 4714.195801
	Iteration 31Q: 3 clusters Score -1636004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1636032.125000 Penalty: 4714.195801
	Iteration 32Q: 3 clusters Score -1636032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1636056.125000 Penalty: 4714.195801
	Iteration 33Q: 3 clusters Score -1636056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1636079.500000 Penalty: 4714.195801
	Iteration 34Q: 3 clusters Score -1636080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1636098.125000 Penalty: 4714.195801
	Iteration 35Q: 3 clusters Score -1636098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1636113.375000 Penalty: 4714.195801
	Iteration 36Q: 3 clusters Score -1636113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1636124.250000 Penalty: 4714.195801
	Iteration 37Q: 3 clusters Score -1636124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1636143.000000 Penalty: 4714.195801
	Iteration 38Q: 3 clusters Score -1636143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1636166.000000 Penalty: 4714.195801
	Iteration 39Q: 3 clusters Score -1636166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1636178.250000 Penalty: 4714.195801
	Iteration 40F: 3 clusters Score -1636178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1636206.375000 Penalty: 4714.195801
	Iteration 41Q: 3 clusters Score -1636206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1636235.375000 Penalty: 4714.195801
	Iteration 42Q: 3 clusters Score -1636235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1636250.500000 Penalty: 4714.195801
	Iteration 43Q: 3 clusters Score -1636250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1636264.500000 Penalty: 4714.195801
	Iteration 44Q: 3 clusters Score -1636264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1636282.375000 Penalty: 4714.195801
	Iteration 45Q: 3 clusters Score -1636282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1636304.000000 Penalty: 4714.195801
	Iteration 46Q: 3 clusters Score -1636304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1636323.750000 Penalty: 4714.195801
	Iteration 47Q: 3 clusters Score -1636324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1636347.375000 Penalty: 4714.195801
	Iteration 48Q: 3 clusters Score -1636347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1636372.250000 Penalty: 4714.195801
	Iteration 49Q: 3 clusters Score -1636372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1636395.625000 Penalty: 4714.195801
	Iteration 50Q: 3 clusters Score -1636396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1636428.000000 Penalty: 4714.195801
	Iteration 51Q: 3 clusters Score -1636428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1636459.750000 Penalty: 4714.195801
	Iteration 52Q: 3 clusters Score -1636460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1636526.375000 Penalty: 4714.195801
	Iteration 53Q: 3 clusters Score -1636526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1636629.625000 Penalty: 4714.195801
	Iteration 54Q: 3 clusters Score -1636630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1636742.375000 Penalty: 4714.195801
	Iteration 55Q: 3 clusters Score -1636742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1636849.875000 Penalty: 4714.195801
	Iteration 56Q: 3 clusters Score -1636850 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1636945.625000 Penalty: 4714.195801
	Iteration 57Q: 3 clusters Score -1636946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1637016.250000 Penalty: 4714.195801
	Iteration 58Q: 3 clusters Score -1637016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1637064.625000 Penalty: 4714.195801
	Iteration 59Q: 3 clusters Score -1637065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1637124.250000 Penalty: 4714.195801
	Iteration 60F: 3 clusters Score -1637124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1637182.125000 Penalty: 4714.195801
	Iteration 61Q: 3 clusters Score -1637182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1637240.625000 Penalty: 4714.195801
	Iteration 62Q: 3 clusters Score -1637241 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1637292.500000 Penalty: 4714.195801
	Iteration 63Q: 3 clusters Score -1637292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1637323.625000 Penalty: 4714.195801
	Iteration 64Q: 3 clusters Score -1637324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1637347.000000 Penalty: 4714.195801
	Iteration 65Q: 3 clusters Score -1637347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1637371.125000 Penalty: 4714.195801
	Iteration 66Q: 3 clusters Score -1637371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1637387.375000 Penalty: 4714.195801
	Iteration 67Q: 3 clusters Score -1637387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1637409.375000 Penalty: 4714.195801
	Iteration 68Q: 3 clusters Score -1637409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1637420.750000 Penalty: 4714.195801
	Iteration 69Q: 3 clusters Score -1637421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1637443.375000 Penalty: 4714.195801
	Iteration 70Q: 3 clusters Score -1637443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1637455.875000 Penalty: 4714.195801
	Iteration 71Q: 3 clusters Score -1637456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1637465.625000 Penalty: 4714.195801
	Iteration 72Q: 3 clusters Score -1637466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1637478.375000 Penalty: 4714.195801
	Iteration 73Q: 3 clusters Score -1637478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1637485.750000 Penalty: 4714.195801
	Iteration 74Q: 3 clusters Score -1637486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1637495.125000 Penalty: 4714.195801
	Iteration 75Q: 3 clusters Score -1637495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1637510.000000 Penalty: 4714.195801
	Iteration 76Q: 3 clusters Score -1637510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1637524.250000 Penalty: 4714.195801
	Iteration 77Q: 3 clusters Score -1637524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1637530.625000 Penalty: 4714.195801
	Iteration 78Q: 3 clusters Score -1637531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1637540.250000 Penalty: 4714.195801
	Iteration 79Q: 3 clusters Score -1637540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1637542.000000 Penalty: 4714.195801
	Iteration 80F: 3 clusters Score -1637542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1637545.125000 Penalty: 4714.195801
	Iteration 81Q: 3 clusters Score -1637545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1637548.000000 Penalty: 4714.195801
	Iteration 82Q: 3 clusters Score -1637548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1637549.750000 Penalty: 4714.195801
	Iteration 83Q: 3 clusters Score -1637550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1637550.375000 Penalty: 4714.195801
	Iteration 84Q: 3 clusters Score -1637550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1637551.250000 Penalty: 4714.195801
	Iteration 85Q: 3 clusters Score -1637551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1637552.875000 Penalty: 4714.195801
	Iteration 86Q: 3 clusters Score -1637553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1637554.250000 Penalty: 4714.195801
	Iteration 87Q: 3 clusters Score -1637554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1637553.375000 Penalty: 4714.195801
	Iteration 88Q: 3 clusters Score -1637553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1637553.375000 Penalty: 4714.195801
	Iteration 89Q: 3 clusters Score -1637553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1637553.375000 Penalty: 4714.195801
	Iteration 90F: 3 clusters Score -1637553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Entering Unmasked Estep 
Score: -1378073.125000 Penalty: 2304.327637
	Iteration 0F: 2 clusters Score -1378073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1369893.375000 Penalty: 4608.655273
	Iteration 0F: 3 clusters Score -1369893 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1372387.375000 Penalty: 4608.655273
	Iteration 1F: 3 clusters Score -1372387 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1372782.625000 Penalty: 4608.655273
	Iteration 2F: 3 clusters Score -1372783 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1373099.500000 Penalty: 4608.655273
	Iteration 3F: 3 clusters Score -1373100 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1373453.875000 Penalty: 4608.655273
	Iteration 4F: 3 clusters Score -1373454 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1373902.000000 Penalty: 4608.655273
	Iteration 5F: 3 clusters Score -1373902 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1374483.250000 Penalty: 4608.655273
	Iteration 6F: 3 clusters Score -1374483 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1375184.750000 Penalty: 4608.655273
	Iteration 7F: 3 clusters Score -1375185 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1375943.625000 Penalty: 4608.655273
	Iteration 8F: 3 clusters Score -1375944 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1376520.125000 Penalty: 4608.655273
	Iteration 9F: 3 clusters Score -1376520 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1376902.000000 Penalty: 4608.655273
	Iteration 10F: 3 clusters Score -1376902 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1377097.625000 Penalty: 4608.655273
	Iteration 11Q: 3 clusters Score -1377098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1377206.250000 Penalty: 4608.655273
	Iteration 12Q: 3 clusters Score -1377206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1377278.250000 Penalty: 4608.655273
	Iteration 13Q: 3 clusters Score -1377278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1377319.750000 Penalty: 4608.655273
	Iteration 14Q: 3 clusters Score -1377320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1377357.750000 Penalty: 4608.655273
	Iteration 15Q: 3 clusters Score -1377358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1377389.750000 Penalty: 4608.655273
	Iteration 16Q: 3 clusters Score -1377390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1377413.250000 Penalty: 4608.655273
	Iteration 17Q: 3 clusters Score -1377413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1377429.625000 Penalty: 4608.655273
	Iteration 18Q: 3 clusters Score -1377430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1377436.500000 Penalty: 4608.655273
	Iteration 19Q: 3 clusters Score -1377436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1377451.750000 Penalty: 4608.655273
	Iteration 20F: 3 clusters Score -1377452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1377457.750000 Penalty: 4608.655273
	Iteration 21Q: 3 clusters Score -1377458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1377470.125000 Penalty: 4608.655273
	Iteration 22Q: 3 clusters Score -1377470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1377475.250000 Penalty: 4608.655273
	Iteration 23Q: 3 clusters Score -1377475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1377485.875000 Penalty: 4608.655273
	Iteration 24Q: 3 clusters Score -1377486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1377490.125000 Penalty: 4608.655273
	Iteration 25Q: 3 clusters Score -1377490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1377492.500000 Penalty: 4608.655273
	Iteration 26Q: 3 clusters Score -1377492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1377494.750000 Penalty: 4608.655273
	Iteration 27Q: 3 clusters Score -1377495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1377495.375000 Penalty: 4608.655273
	Iteration 28Q: 3 clusters Score -1377495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1377502.250000 Penalty: 4608.655273
	Iteration 29Q: 3 clusters Score -1377502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1377513.500000 Penalty: 4608.655273
	Iteration 30Q: 3 clusters Score -1377514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1377513.875000 Penalty: 4608.655273
	Iteration 31Q: 3 clusters Score -1377514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1377512.375000 Penalty: 4608.655273
	Iteration 32Q: 3 clusters Score -1377512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1377511.875000 Penalty: 4608.655273
	Iteration 33Q: 3 clusters Score -1377512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1377515.125000 Penalty: 4608.655273
	Iteration 34Q: 3 clusters Score -1377515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1377516.250000 Penalty: 4608.655273
	Iteration 35Q: 3 clusters Score -1377516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1377518.250000 Penalty: 4608.655273
	Iteration 36Q: 3 clusters Score -1377518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1377516.875000 Penalty: 4608.655273
	Iteration 37Q: 3 clusters Score -1377517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1377515.500000 Penalty: 4608.655273
	Iteration 38Q: 3 clusters Score -1377516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1377516.500000 Penalty: 4608.655273
	Iteration 39Q: 3 clusters Score -1377516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1377518.125000 Penalty: 4608.655273
	Iteration 40F: 3 clusters Score -1377518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1377517.875000 Penalty: 4608.655273
	Iteration 41Q: 3 clusters Score -1377518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1377517.875000 Penalty: 4608.655273
	Iteration 42F: 3 clusters Score -1377518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -585199.062500 Penalty: 2094.799072
	Iteration 0F: 2 clusters Score -585199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -580949.625000 Penalty: 4189.598145
	Iteration 0F: 3 clusters Score -580949.6 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -581936.437500 Penalty: 4189.598145
	Iteration 1F: 3 clusters Score -581936.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -582105.500000 Penalty: 4189.598145
	Iteration 2F: 3 clusters Score -582105.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -582203.562500 Penalty: 4189.598145
	Iteration 3Q: 3 clusters Score -582203.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -582275.937500 Penalty: 4189.598145
	Iteration 4Q: 3 clusters Score -582275.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -582325.812500 Penalty: 4189.598145
	Iteration 5Q: 3 clusters Score -582325.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -582360.562500 Penalty: 4189.598145
	Iteration 6Q: 3 clusters Score -582360.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -582381.937500 Penalty: 4189.598145
	Iteration 7Q: 3 clusters Score -582381.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -582410.312500 Penalty: 4189.598145
	Iteration 8Q: 3 clusters Score -582410.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -582434.125000 Penalty: 4189.598145
	Iteration 9Q: 3 clusters Score -582434.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -582453.062500 Penalty: 4189.598145
	Iteration 10Q: 3 clusters Score -582453.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -582472.437500 Penalty: 4189.598145
	Iteration 11Q: 3 clusters Score -582472.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -582496.687500 Penalty: 4189.598145
	Iteration 12Q: 3 clusters Score -582496.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -582512.062500 Penalty: 4189.598145
	Iteration 13Q: 3 clusters Score -582512.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -582528.125000 Penalty: 4189.598145
	Iteration 14Q: 3 clusters Score -582528.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -582548.875000 Penalty: 4189.598145
	Iteration 15Q: 3 clusters Score -582548.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -582565.875000 Penalty: 4189.598145
	Iteration 16Q: 3 clusters Score -582565.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -582579.812500 Penalty: 4189.598145
	Iteration 17Q: 3 clusters Score -582579.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -582594.437500 Penalty: 4189.598145
	Iteration 18Q: 3 clusters Score -582594.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -582608.750000 Penalty: 4189.598145
	Iteration 19Q: 3 clusters Score -582608.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -582619.375000 Penalty: 4189.598145
	Iteration 20F: 3 clusters Score -582619.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -582628.375000 Penalty: 4189.598145
	Iteration 21Q: 3 clusters Score -582628.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -582639.312500 Penalty: 4189.598145
	Iteration 22Q: 3 clusters Score -582639.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -582647.062500 Penalty: 4189.598145
	Iteration 23Q: 3 clusters Score -582647.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -582654.875000 Penalty: 4189.598145
	Iteration 24Q: 3 clusters Score -582654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -582667.062500 Penalty: 4189.598145
	Iteration 25Q: 3 clusters Score -582667.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -582680.312500 Penalty: 4189.598145
	Iteration 26Q: 3 clusters Score -582680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -582691.625000 Penalty: 4189.598145
	Iteration 27Q: 3 clusters Score -582691.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -582706.812500 Penalty: 4189.598145
	Iteration 28Q: 3 clusters Score -582706.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -582720.312500 Penalty: 4189.598145
	Iteration 29Q: 3 clusters Score -582720.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -582729.937500 Penalty: 4189.598145
	Iteration 30Q: 3 clusters Score -582729.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -582737.437500 Penalty: 4189.598145
	Iteration 31Q: 3 clusters Score -582737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -582742.375000 Penalty: 4189.598145
	Iteration 32Q: 3 clusters Score -582742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -582745.750000 Penalty: 4189.598145
	Iteration 33Q: 3 clusters Score -582745.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -582748.687500 Penalty: 4189.598145
	Iteration 34Q: 3 clusters Score -582748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -582751.000000 Penalty: 4189.598145
	Iteration 35Q: 3 clusters Score -582751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -582755.250000 Penalty: 4189.598145
	Iteration 36Q: 3 clusters Score -582755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -582760.812500 Penalty: 4189.598145
	Iteration 37Q: 3 clusters Score -582760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -582767.125000 Penalty: 4189.598145
	Iteration 38Q: 3 clusters Score -582767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -582770.687500 Penalty: 4189.598145
	Iteration 39Q: 3 clusters Score -582770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -582774.062500 Penalty: 4189.598145
	Iteration 40F: 3 clusters Score -582774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -582776.437500 Penalty: 4189.598145
	Iteration 41Q: 3 clusters Score -582776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -582778.312500 Penalty: 4189.598145
	Iteration 42Q: 3 clusters Score -582778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -582778.937500 Penalty: 4189.598145
	Iteration 43Q: 3 clusters Score -582778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -582780.500000 Penalty: 4189.598145
	Iteration 44Q: 3 clusters Score -582780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -582779.687500 Penalty: 4189.598145
	Iteration 45Q: 3 clusters Score -582779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -582780.937500 Penalty: 4189.598145
	Iteration 46Q: 3 clusters Score -582780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -582782.000000 Penalty: 4189.598145
	Iteration 47Q: 3 clusters Score -582782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -582782.750000 Penalty: 4189.598145
	Iteration 48Q: 3 clusters Score -582782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -582783.062500 Penalty: 4189.598145
	Iteration 49Q: 3 clusters Score -582783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -582783.437500 Penalty: 4189.598145
	Iteration 50Q: 3 clusters Score -582783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -582784.375000 Penalty: 4189.598145
	Iteration 51Q: 3 clusters Score -582784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -582784.437500 Penalty: 4189.598145
	Iteration 52Q: 3 clusters Score -582784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -582784.750000 Penalty: 4189.598145
	Iteration 53Q: 3 clusters Score -582784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -582784.750000 Penalty: 4189.598145
	Iteration 54F: 3 clusters Score -582784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -2170818.750000 Penalty: 2443.578857
	Iteration 0F: 2 clusters Score -2170819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2157427.250000 Penalty: 4887.157715
	Iteration 0F: 3 clusters Score -2157427 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2162252.000000 Penalty: 4887.157715
	Iteration 1F: 3 clusters Score -2162252 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2163187.500000 Penalty: 4887.157715
	Iteration 2F: 3 clusters Score -2163188 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2164417.500000 Penalty: 4887.157715
	Iteration 3F: 3 clusters Score -2164418 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2165791.750000 Penalty: 4887.157715
	Iteration 4F: 3 clusters Score -2165792 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2167096.750000 Penalty: 4887.157715
	Iteration 5F: 3 clusters Score -2167097 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2168183.500000 Penalty: 4887.157715
	Iteration 6F: 3 clusters Score -2168184 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2168932.750000 Penalty: 4887.157715
	Iteration 7F: 3 clusters Score -2168933 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2169377.500000 Penalty: 4887.157715
	Iteration 8Q: 3 clusters Score -2169378 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2169606.500000 Penalty: 4887.157715
	Iteration 9Q: 3 clusters Score -2169606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2169735.500000 Penalty: 4887.157715
	Iteration 10Q: 3 clusters Score -2169736 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2169814.500000 Penalty: 4887.157715
	Iteration 11Q: 3 clusters Score -2169814 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2169857.000000 Penalty: 4887.157715
	Iteration 12Q: 3 clusters Score -2169857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2169886.000000 Penalty: 4887.157715
	Iteration 13Q: 3 clusters Score -2169886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2169911.500000 Penalty: 4887.157715
	Iteration 14Q: 3 clusters Score -2169912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2169920.250000 Penalty: 4887.157715
	Iteration 15Q: 3 clusters Score -2169920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2169928.500000 Penalty: 4887.157715
	Iteration 16Q: 3 clusters Score -2169928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2169931.750000 Penalty: 4887.157715
	Iteration 17Q: 3 clusters Score -2169932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2169938.250000 Penalty: 4887.157715
	Iteration 18Q: 3 clusters Score -2169938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2169943.000000 Penalty: 4887.157715
	Iteration 19Q: 3 clusters Score -2169943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2169947.250000 Penalty: 4887.157715
	Iteration 20F: 3 clusters Score -2169947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2169950.500000 Penalty: 4887.157715
	Iteration 21Q: 3 clusters Score -2169950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2169954.250000 Penalty: 4887.157715
	Iteration 22Q: 3 clusters Score -2169954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2169952.000000 Penalty: 4887.157715
	Iteration 23Q: 3 clusters Score -2169952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2169957.250000 Penalty: 4887.157715
	Iteration 24Q: 3 clusters Score -2169957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2169953.500000 Penalty: 4887.157715
	Iteration 25Q: 3 clusters Score -2169954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2169951.500000 Penalty: 4887.157715
	Iteration 26Q: 3 clusters Score -2169952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2169951.500000 Penalty: 4887.157715
	Iteration 27F: 3 clusters Score -2169952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -455851.312500 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -455851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -452093.343750 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -452093.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -452917.437500 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -452917.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -453166.468750 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -453166.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -453386.468750 Penalty: 4094.504150
	Iteration 3F: 3 clusters Score -453386.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -453570.375000 Penalty: 4094.504150
	Iteration 4F: 3 clusters Score -453570.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -453750.968750 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -453751 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -453937.500000 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -453937.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -454127.375000 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -454127.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -454354.500000 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -454354.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -454582.750000 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -454582.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -454818.031250 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -454818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -455022.562500 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -455022.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -455209.875000 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -455209.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -455450.468750 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -455450.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -455752.812500 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -455752.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -456069.718750 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -456069.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -456302.312500 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -456302.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -456503.312500 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -456503.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -456607.218750 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -456607.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -456659.625000 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -456659.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -456717.812500 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -456717.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456758.937500 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -456758.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -456782.750000 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -456782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -456789.437500 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -456789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -456790.250000 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -456790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -456792.218750 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -456792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -456792.812500 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -456792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -456792.812500 Penalty: 4094.504150
	Iteration 27F: 3 clusters Score -456792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 325 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 7449 members 
Mstep: Class 40 contains 262835 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 3261 members 
Mstep: Class 43 contains 1366 members 
Mstep: Class 44 contains 5956 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1778 members 
Entering Unmasked Estep 
Score: -141937104.000000 Penalty: 159404.984375
Splitting cluster 33 changes total score from -141924352.000000 to -141937104.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 34 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -1071894.875000 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -1071895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1065231.750000 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -1065232 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1067038.000000 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -1067038 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1067287.125000 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -1067287 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1067463.375000 Penalty: 4481.258789
	Iteration 3Q: 3 clusters Score -1067463 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1067611.250000 Penalty: 4481.258789
	Iteration 4Q: 3 clusters Score -1067611 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1067717.250000 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -1067717 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1067816.375000 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -1067816 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1067898.750000 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -1067899 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1067979.625000 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -1067980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1068043.750000 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -1068044 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1068121.750000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -1068122 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1068201.750000 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -1068202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1068284.625000 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -1068285 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1068378.875000 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -1068379 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1068487.250000 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -1068487 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1068619.250000 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -1068619 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1068765.125000 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -1068765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1068951.875000 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -1068952 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1069140.500000 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -1069140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1069306.500000 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -1069306 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1069469.375000 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -1069469 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1069586.625000 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -1069587 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1069674.000000 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -1069674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1069752.500000 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -1069752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1069804.250000 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -1069804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1069847.750000 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -1069848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1069883.875000 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -1069884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1069903.250000 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -1069903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1069922.750000 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -1069923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1069939.000000 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -1069939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1069949.625000 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -1069950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1069956.875000 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -1069957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1069961.500000 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -1069962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1069967.750000 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -1069968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1069973.125000 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -1069973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1069975.250000 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -1069975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1069981.000000 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -1069981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1069986.250000 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -1069986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1069989.875000 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -1069990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1069991.750000 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -1069992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1069995.000000 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -1069995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1069997.500000 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -1069998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1069997.375000 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -1069997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1069998.000000 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -1069998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1070001.875000 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -1070002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1070004.375000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -1070004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1070006.375000 Penalty: 4481.258789
	Iteration 46Q: 3 clusters Score -1070006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1070008.625000 Penalty: 4481.258789
	Iteration 47Q: 3 clusters Score -1070009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1070012.250000 Penalty: 4481.258789
	Iteration 48Q: 3 clusters Score -1070012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1070013.625000 Penalty: 4481.258789
	Iteration 49Q: 3 clusters Score -1070014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1070018.625000 Penalty: 4481.258789
	Iteration 50Q: 3 clusters Score -1070019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1070019.250000 Penalty: 4481.258789
	Iteration 51Q: 3 clusters Score -1070019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1070023.375000 Penalty: 4481.258789
	Iteration 52Q: 3 clusters Score -1070023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1070023.750000 Penalty: 4481.258789
	Iteration 53Q: 3 clusters Score -1070024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1070025.625000 Penalty: 4481.258789
	Iteration 54Q: 3 clusters Score -1070026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1070025.625000 Penalty: 4481.258789
	Iteration 55F: 3 clusters Score -1070026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -523884.281250 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -523884.3 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 2239 members 
Entering Unmasked Estep 
Score: -519722.312500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -519722.3 nChanged 1637
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: -520784.500000 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -520784.5 nChanged 372
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: -521049.000000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -521049 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -521228.812500 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -521228.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -521368.593750 Penalty: 4162.697754
	Iteration 4Q: 3 clusters Score -521368.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -521472.687500 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -521472.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521555.218750 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -521555.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -521629.250000 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -521629.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -521695.562500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -521695.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -521763.156250 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -521763.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -521835.937500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -521835.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -521913.531250 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -521913.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -521997.687500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -521997.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -522097.375000 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -522097.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -522183.218750 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -522183.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -522284.281250 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -522284.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -522370.156250 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -522370.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -522450.875000 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -522450.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -522517.375000 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -522517.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -522578.906250 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -522578.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -522621.531250 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -522621.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -522649.500000 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -522649.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -522676.750000 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -522676.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -522703.625000 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -522703.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -522751.500000 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -522751.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -522779.062500 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -522779.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -522790.031250 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -522790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -522801.375000 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -522801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -522807.312500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -522807.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -522816.125000 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -522816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -522831.593750 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -522831.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -522845.937500 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -522845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -522856.031250 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -522856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -522866.468750 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -522866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -522872.343750 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -522872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -522873.218750 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -522873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -522873.218750 Penalty: 4162.697754
	Iteration 36F: 3 clusters Score -522873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -135469.984375 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -135470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133497.984375 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -133498 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134005.359375 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -134005.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134351.796875 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -134351.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134597.781250 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -134597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134776.515625 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -134776.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134877.296875 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -134877.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134937.031250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -134937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134959.937500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -134959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134985.093750 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -134985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -135002.875000 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -135002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135016.859375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -135016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135029.093750 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -135029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135035.890625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -135035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135040.562500 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -135040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135045.406250 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -135045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135048.562500 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -135048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135048.562500 Penalty: 3514.606934
	Iteration 16F: 3 clusters Score -135048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60903 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 26871 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41498 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 133032 members 
Mstep: Class 20 contains 9466 members 
Mstep: Class 21 contains 156135 members 
Mstep: Class 22 contains 47542 members 
Mstep: Class 23 contains 670 members 
Mstep: Class 24 contains 51075 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 22331 members 
Mstep: Class 27 contains 325 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 19018 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141950848.000000 Penalty: 159404.984375
Iteration 79Q: 47 clusters Score -1.419508e+08 nChanged 28817
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 61242 members 
Mstep: Class 3 contains 11986 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 16227 members 
Mstep: Class 8 contains 113485 members 
Mstep: Class 9 contains 26992 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 41643 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 25234 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 135014 members 
Mstep: Class 20 contains 9545 members 
Mstep: Class 21 contains 157044 members 
Mstep: Class 22 contains 47861 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 49464 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 22682 members 
Mstep: Class 27 contains 331 members 
Mstep: Class 28 contains 11301 members 
Mstep: Class 29 contains 13393 members 
Mstep: Class 30 contains 11263 members 
Mstep: Class 31 contains 4735 members 
Mstep: Class 32 contains 19055 members 
Mstep: Class 33 contains 2186 members 
Mstep: Class 34 contains 8605 members 
Mstep: Class 35 contains 4486 members 
Mstep: Class 36 contains 1194 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 319 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 255060 members 
Mstep: Class 41 contains 180 members 
Mstep: Class 42 contains 3231 members 
Mstep: Class 43 contains 1361 members 
Mstep: Class 44 contains 5699 members 
Mstep: Class 45 contains 205 members 
Mstep: Class 46 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141963840.000000 Penalty: 159404.984375
Iteration 80F: 47 clusters Score -1.419638e+08 nChanged 27957
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 60215 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 115438 members 
Mstep: Class 9 contains 26815 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 41176 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 30845 members 
Mstep: Class 15 contains 24190 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 132820 members 
Mstep: Class 20 contains 9501 members 
Mstep: Class 21 contains 155399 members 
Mstep: Class 22 contains 47351 members 
Mstep: Class 23 contains 650 members 
Mstep: Class 24 contains 48277 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 22166 members 
Mstep: Class 27 contains 334 members 
Mstep: Class 28 contains 11046 members 
Mstep: Class 29 contains 13288 members 
Mstep: Class 30 contains 10639 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 18833 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 8605 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 273 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 262589 members 
Mstep: Class 41 contains 193 members 
Mstep: Class 42 contains 3575 members 
Mstep: Class 43 contains 1589 members 
Mstep: Class 44 contains 6207 members 
Mstep: Class 45 contains 206 members 
Mstep: Class 46 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968000.000000 Penalty: 159404.984375
Iteration 81Q: 47 clusters Score -1.41968e+08 nChanged 17769
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 59545 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 8 contains 117953 members 
Mstep: Class 9 contains 26840 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 40959 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 14785 members 
Mstep: Class 14 contains 30978 members 
Mstep: Class 15 contains 23390 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 27763 members 
Mstep: Class 19 contains 132086 members 
Mstep: Class 20 contains 9469 members 
Mstep: Class 21 contains 154152 members 
Mstep: Class 22 contains 46909 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 47349 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 21865 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 10950 members 
Mstep: Class 29 contains 13214 members 
Mstep: Class 30 contains 10246 members 
Mstep: Class 31 contains 4698 members 
Mstep: Class 32 contains 18636 members 
Mstep: Class 33 contains 2251 members 
Mstep: Class 34 contains 8645 members 
Mstep: Class 35 contains 4521 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 343 members 
Mstep: Class 39 contains 7127 members 
Mstep: Class 40 contains 265707 members 
Mstep: Class 41 contains 193 members 
Mstep: Class 42 contains 3806 members 
Mstep: Class 43 contains 1738 members 
Mstep: Class 44 contains 6445 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969840.000000 Penalty: 159404.984375
Iteration 82Q: 47 clusters Score -1.419698e+08 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 59080 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 17616 members 
Mstep: Class 8 contains 120596 members 
Mstep: Class 9 contains 26932 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 40868 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 31142 members 
Mstep: Class 15 contains 22657 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 27282 members 
Mstep: Class 19 contains 132044 members 
Mstep: Class 20 contains 9458 members 
Mstep: Class 21 contains 153191 members 
Mstep: Class 22 contains 46421 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 46586 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 21649 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10885 members 
Mstep: Class 29 contains 13171 members 
Mstep: Class 30 contains 9978 members 
Mstep: Class 31 contains 4701 members 
Mstep: Class 32 contains 18454 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 8692 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7142 members 
Mstep: Class 40 contains 266838 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 3988 members 
Mstep: Class 43 contains 1849 members 
Mstep: Class 44 contains 6625 members 
Mstep: Class 45 contains 187 members 
Mstep: Class 46 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972560.000000 Penalty: 159404.984375
Iteration 83Q: 47 clusters Score -1.419726e+08 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 58691 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 18037 members 
Mstep: Class 8 contains 123207 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 40837 members 
Mstep: Class 12 contains 6959 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 31309 members 
Mstep: Class 15 contains 21984 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 26880 members 
Mstep: Class 19 contains 132428 members 
Mstep: Class 20 contains 9442 members 
Mstep: Class 21 contains 152359 members 
Mstep: Class 22 contains 45908 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 45930 members 
Mstep: Class 25 contains 1226 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10846 members 
Mstep: Class 29 contains 13141 members 
Mstep: Class 30 contains 9763 members 
Mstep: Class 31 contains 4695 members 
Mstep: Class 32 contains 18353 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 8750 members 
Mstep: Class 35 contains 4581 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7132 members 
Mstep: Class 40 contains 266967 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 4131 members 
Mstep: Class 43 contains 1930 members 
Mstep: Class 44 contains 6758 members 
Mstep: Class 45 contains 187 members 
Mstep: Class 46 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141974128.000000 Penalty: 159404.984375
Iteration 84Q: 47 clusters Score -1.419741e+08 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 58408 members 
Mstep: Class 3 contains 10684 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 18491 members 
Mstep: Class 8 contains 125624 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 40832 members 
Mstep: Class 12 contains 6933 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 31487 members 
Mstep: Class 15 contains 21325 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 26566 members 
Mstep: Class 19 contains 132980 members 
Mstep: Class 20 contains 9421 members 
Mstep: Class 21 contains 151634 members 
Mstep: Class 22 contains 45422 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 45402 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10841 members 
Mstep: Class 29 contains 13114 members 
Mstep: Class 30 contains 9571 members 
Mstep: Class 31 contains 4692 members 
Mstep: Class 32 contains 18283 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 8823 members 
Mstep: Class 35 contains 4597 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7134 members 
Mstep: Class 40 contains 266465 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4256 members 
Mstep: Class 43 contains 2002 members 
Mstep: Class 44 contains 6852 members 
Mstep: Class 45 contains 185 members 
Mstep: Class 46 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141975904.000000 Penalty: 159404.984375
Iteration 85Q: 47 clusters Score -1.419759e+08 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 58180 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 18907 members 
Mstep: Class 8 contains 127840 members 
Mstep: Class 9 contains 27254 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40844 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 14750 members 
Mstep: Class 14 contains 31688 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 26283 members 
Mstep: Class 19 contains 133664 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 151101 members 
Mstep: Class 22 contains 44992 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 44935 members 
Mstep: Class 25 contains 1241 members 
Mstep: Class 26 contains 21298 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10846 members 
Mstep: Class 29 contains 13099 members 
Mstep: Class 30 contains 9420 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 18214 members 
Mstep: Class 33 contains 2295 members 
Mstep: Class 34 contains 8875 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7142 members 
Mstep: Class 40 contains 265596 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4360 members 
Mstep: Class 43 contains 2041 members 
Mstep: Class 44 contains 6929 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141976944.000000 Penalty: 159404.984375
Iteration 86Q: 47 clusters Score -1.419769e+08 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57988 members 
Mstep: Class 3 contains 10331 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6632 members 
Mstep: Class 7 contains 19336 members 
Mstep: Class 8 contains 129965 members 
Mstep: Class 9 contains 27377 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40865 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 31904 members 
Mstep: Class 15 contains 19998 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 134525 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 150641 members 
Mstep: Class 22 contains 44555 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 44532 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 21243 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10858 members 
Mstep: Class 29 contains 13089 members 
Mstep: Class 30 contains 9270 members 
Mstep: Class 31 contains 4714 members 
Mstep: Class 32 contains 18144 members 
Mstep: Class 33 contains 2301 members 
Mstep: Class 34 contains 8951 members 
Mstep: Class 35 contains 4688 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7153 members 
Mstep: Class 40 contains 264344 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4448 members 
Mstep: Class 43 contains 2057 members 
Mstep: Class 44 contains 6988 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141977568.000000 Penalty: 159404.984375
Iteration 87Q: 47 clusters Score -1.419776e+08 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57814 members 
Mstep: Class 3 contains 10189 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 131884 members 
Mstep: Class 9 contains 27525 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40892 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 14733 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 25847 members 
Mstep: Class 19 contains 135478 members 
Mstep: Class 20 contains 9358 members 
Mstep: Class 21 contains 150197 members 
Mstep: Class 22 contains 44186 members 
Mstep: Class 23 contains 649 members 
Mstep: Class 24 contains 44201 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 21187 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10877 members 
Mstep: Class 29 contains 13072 members 
Mstep: Class 30 contains 9147 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 18072 members 
Mstep: Class 33 contains 2302 members 
Mstep: Class 34 contains 9013 members 
Mstep: Class 35 contains 4722 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7157 members 
Mstep: Class 40 contains 262989 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4519 members 
Mstep: Class 43 contains 2070 members 
Mstep: Class 44 contains 7034 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141979472.000000 Penalty: 159404.984375
Iteration 88Q: 47 clusters Score -1.419795e+08 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57611 members 
Mstep: Class 3 contains 10062 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 20139 members 
Mstep: Class 8 contains 133664 members 
Mstep: Class 9 contains 27657 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40939 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 32326 members 
Mstep: Class 15 contains 18835 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 136488 members 
Mstep: Class 20 contains 9347 members 
Mstep: Class 21 contains 149793 members 
Mstep: Class 22 contains 43848 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 43895 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 21131 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10883 members 
Mstep: Class 29 contains 13062 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 4739 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2308 members 
Mstep: Class 34 contains 9089 members 
Mstep: Class 35 contains 4737 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7169 members 
Mstep: Class 40 contains 261459 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4588 members 
Mstep: Class 43 contains 2083 members 
Mstep: Class 44 contains 7082 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981072.000000 Penalty: 159404.984375
Iteration 89Q: 47 clusters Score -1.419811e+08 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57448 members 
Mstep: Class 3 contains 9935 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 135217 members 
Mstep: Class 9 contains 27789 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40978 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 32525 members 
Mstep: Class 15 contains 18260 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 25563 members 
Mstep: Class 19 contains 137518 members 
Mstep: Class 20 contains 9336 members 
Mstep: Class 21 contains 149540 members 
Mstep: Class 22 contains 43588 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 43644 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 21064 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10895 members 
Mstep: Class 29 contains 13047 members 
Mstep: Class 30 contains 8929 members 
Mstep: Class 31 contains 4755 members 
Mstep: Class 32 contains 17959 members 
Mstep: Class 33 contains 2314 members 
Mstep: Class 34 contains 9141 members 
Mstep: Class 35 contains 4762 members 
Mstep: Class 36 contains 1193 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 259896 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 2103 members 
Mstep: Class 44 contains 7130 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141981376.000000 Penalty: 159404.984375
Iteration 90Q: 47 clusters Score -1.419814e+08 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 9817 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 136751 members 
Mstep: Class 9 contains 27907 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41013 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 32695 members 
Mstep: Class 15 contains 17721 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 25419 members 
Mstep: Class 19 contains 138638 members 
Mstep: Class 20 contains 9316 members 
Mstep: Class 21 contains 149377 members 
Mstep: Class 22 contains 43266 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 43419 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 21011 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10903 members 
Mstep: Class 29 contains 13036 members 
Mstep: Class 30 contains 8818 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 17898 members 
Mstep: Class 33 contains 2316 members 
Mstep: Class 34 contains 9179 members 
Mstep: Class 35 contains 4785 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7185 members 
Mstep: Class 40 contains 258209 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 4695 members 
Mstep: Class 43 contains 2119 members 
Mstep: Class 44 contains 7169 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141982352.000000 Penalty: 159404.984375
Iteration 91Q: 47 clusters Score -1.419824e+08 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57176 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 21398 members 
Mstep: Class 8 contains 138170 members 
Mstep: Class 9 contains 28019 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41032 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 32837 members 
Mstep: Class 15 contains 17285 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 139796 members 
Mstep: Class 20 contains 9302 members 
Mstep: Class 21 contains 149186 members 
Mstep: Class 22 contains 42947 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 43226 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 20962 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10906 members 
Mstep: Class 29 contains 13031 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 17859 members 
Mstep: Class 33 contains 2317 members 
Mstep: Class 34 contains 9212 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7191 members 
Mstep: Class 40 contains 256473 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4735 members 
Mstep: Class 43 contains 2142 members 
Mstep: Class 44 contains 7213 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983616.000000 Penalty: 159404.984375
Iteration 92Q: 47 clusters Score -1.419836e+08 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57058 members 
Mstep: Class 3 contains 9607 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 21809 members 
Mstep: Class 8 contains 139537 members 
Mstep: Class 9 contains 28096 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41029 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 32997 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 25146 members 
Mstep: Class 19 contains 140948 members 
Mstep: Class 20 contains 9295 members 
Mstep: Class 21 contains 149109 members 
Mstep: Class 22 contains 42645 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 43048 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 20907 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10923 members 
Mstep: Class 29 contains 13028 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 17819 members 
Mstep: Class 33 contains 2320 members 
Mstep: Class 34 contains 9251 members 
Mstep: Class 35 contains 4827 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7187 members 
Mstep: Class 40 contains 254616 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4790 members 
Mstep: Class 43 contains 2153 members 
Mstep: Class 44 contains 7258 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984672.000000 Penalty: 159404.984375
Iteration 93Q: 47 clusters Score -1.419847e+08 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56942 members 
Mstep: Class 3 contains 9482 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 22215 members 
Mstep: Class 8 contains 140757 members 
Mstep: Class 9 contains 28167 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41026 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 33171 members 
Mstep: Class 15 contains 16468 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 25054 members 
Mstep: Class 19 contains 142028 members 
Mstep: Class 20 contains 9286 members 
Mstep: Class 21 contains 149090 members 
Mstep: Class 22 contains 42356 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 42887 members 
Mstep: Class 25 contains 1273 members 
Mstep: Class 26 contains 20856 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10932 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 8541 members 
Mstep: Class 31 contains 4855 members 
Mstep: Class 32 contains 17782 members 
Mstep: Class 33 contains 2323 members 
Mstep: Class 34 contains 9284 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7180 members 
Mstep: Class 40 contains 252868 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4836 members 
Mstep: Class 43 contains 2162 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986240.000000 Penalty: 159404.984375
Iteration 94Q: 47 clusters Score -1.419862e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56826 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 22590 members 
Mstep: Class 8 contains 141876 members 
Mstep: Class 9 contains 28223 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41011 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 24973 members 
Mstep: Class 19 contains 143132 members 
Mstep: Class 20 contains 9281 members 
Mstep: Class 21 contains 149076 members 
Mstep: Class 22 contains 42028 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 42754 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 20818 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10938 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 8469 members 
Mstep: Class 31 contains 4878 members 
Mstep: Class 32 contains 17724 members 
Mstep: Class 33 contains 2327 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 4860 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 251181 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 2167 members 
Mstep: Class 44 contains 7328 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987968.000000 Penalty: 159404.984375
Iteration 95Q: 47 clusters Score -1.41988e+08 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56723 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 22989 members 
Mstep: Class 8 contains 142863 members 
Mstep: Class 9 contains 28292 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 41000 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 33453 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 24879 members 
Mstep: Class 19 contains 144162 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 149072 members 
Mstep: Class 22 contains 41680 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 42649 members 
Mstep: Class 25 contains 1282 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10934 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 8387 members 
Mstep: Class 31 contains 4891 members 
Mstep: Class 32 contains 17657 members 
Mstep: Class 33 contains 2327 members 
Mstep: Class 34 contains 9367 members 
Mstep: Class 35 contains 4871 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7175 members 
Mstep: Class 40 contains 249607 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4930 members 
Mstep: Class 43 contains 2180 members 
Mstep: Class 44 contains 7348 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989120.000000 Penalty: 159404.984375
Iteration 96Q: 47 clusters Score -1.419891e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56635 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 23379 members 
Mstep: Class 8 contains 143759 members 
Mstep: Class 9 contains 28343 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40972 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 33584 members 
Mstep: Class 15 contains 15693 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 24791 members 
Mstep: Class 19 contains 145121 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 149073 members 
Mstep: Class 22 contains 41366 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 42550 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 20781 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10937 members 
Mstep: Class 29 contains 13019 members 
Mstep: Class 30 contains 8317 members 
Mstep: Class 31 contains 4914 members 
Mstep: Class 32 contains 17608 members 
Mstep: Class 33 contains 2327 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 4885 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7177 members 
Mstep: Class 40 contains 248106 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 4963 members 
Mstep: Class 43 contains 2187 members 
Mstep: Class 44 contains 7370 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989920.000000 Penalty: 159404.984375
Iteration 97Q: 47 clusters Score -1.419899e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56573 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 144540 members 
Mstep: Class 9 contains 28376 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40959 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 14696 members 
Mstep: Class 14 contains 33659 members 
Mstep: Class 15 contains 15492 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 24681 members 
Mstep: Class 19 contains 146030 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 149128 members 
Mstep: Class 22 contains 41084 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 42474 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 20769 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10943 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 8246 members 
Mstep: Class 31 contains 4945 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 9390 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 246699 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 5016 members 
Mstep: Class 43 contains 2195 members 
Mstep: Class 44 contains 7384 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990464.000000 Penalty: 159404.984375
Iteration 98Q: 47 clusters Score -1.419905e+08 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56493 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 145154 members 
Mstep: Class 9 contains 28405 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40944 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 33758 members 
Mstep: Class 15 contains 15313 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 24586 members 
Mstep: Class 19 contains 147008 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 149160 members 
Mstep: Class 22 contains 40819 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 42406 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 20764 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 8187 members 
Mstep: Class 31 contains 4966 members 
Mstep: Class 32 contains 17482 members 
Mstep: Class 33 contains 2329 members 
Mstep: Class 34 contains 9405 members 
Mstep: Class 35 contains 4921 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7178 members 
Mstep: Class 40 contains 245358 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 5065 members 
Mstep: Class 43 contains 2202 members 
Mstep: Class 44 contains 7404 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990816.000000 Penalty: 159404.984375
Iteration 99Q: 47 clusters Score -1.419908e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56422 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 24559 members 
Mstep: Class 8 contains 145713 members 
Mstep: Class 9 contains 28434 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40924 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 33860 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 24504 members 
Mstep: Class 19 contains 147873 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 149200 members 
Mstep: Class 22 contains 40565 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 42341 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 20759 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 10976 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 8134 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 17432 members 
Mstep: Class 33 contains 2330 members 
Mstep: Class 34 contains 9411 members 
Mstep: Class 35 contains 4926 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 7171 members 
Mstep: Class 40 contains 244130 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 5105 members 
Mstep: Class 43 contains 2208 members 
Mstep: Class 44 contains 7405 members 
Mstep: Class 45 contains 186 members 
Mstep: Class 46 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992064.000000 Penalty: 159404.984375
Iteration 100F: 47 clusters Score -1.419921e+08 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56351 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 24901 members 
Mstep: Class 8 contains 146199 members 
Mstep: Class 9 contains 28473 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40886 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 33959 members 
Mstep: Class 15 contains 15019 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 2192 members 
Mstep: Class 18 contains 24413 members 
Mstep: Class 19 contains 148824 members 
Mstep: Class 20 contains 9267 members 
Mstep: Class 21 contains 149221 members 
Mstep: Class 22 contains 40331 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 42270 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 20738 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 10976 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 8089 members 
Mstep: Class 31 contains 5018 members 
Mstep: Class 32 contains 17369 members 
Mstep: Class 33 contains 2333 members 
Mstep: Class 34 contains 9390 members 
Mstep: Class 35 contains 4938 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 354 members 
Mstep: Class 39 contains 7163 members 
Mstep: Class 40 contains 242977 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 2211 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 182 members 
Mstep: Class 46 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992960.000000 Penalty: 159404.984375
Iteration 101Q: 47 clusters Score -1.41993e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56270 members 
Mstep: Class 3 contains 8581 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 25247 members 
Mstep: Class 8 contains 146560 members 
Mstep: Class 9 contains 28505 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 40868 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 34072 members 
Mstep: Class 15 contains 14925 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 24339 members 
Mstep: Class 19 contains 149772 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 149286 members 
Mstep: Class 22 contains 40114 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 42198 members 
Mstep: Class 25 contains 1350 members 
Mstep: Class 26 contains 20726 members 
Mstep: Class 27 contains 338 members 
Mstep: Class 28 contains 10988 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 8040 members 
Mstep: Class 31 contains 5033 members 
Mstep: Class 32 contains 17302 members 
Mstep: Class 33 contains 2336 members 
Mstep: Class 34 contains 9365 members 
Mstep: Class 35 contains 4944 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 7159 members 
Mstep: Class 40 contains 241825 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5175 members 
Mstep: Class 43 contains 2219 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 181 members 
Mstep: Class 46 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141993456.000000 Penalty: 159404.984375
Iteration 102Q: 47 clusters Score -1.419935e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56200 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 25595 members 
Mstep: Class 8 contains 146850 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 40848 members 
Mstep: Class 12 contains 6610 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 34181 members 
Mstep: Class 15 contains 14841 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 150719 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 149314 members 
Mstep: Class 22 contains 39905 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 42144 members 
Mstep: Class 25 contains 1362 members 
Mstep: Class 26 contains 20712 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 11001 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 7978 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 17243 members 
Mstep: Class 33 contains 2337 members 
Mstep: Class 34 contains 9353 members 
Mstep: Class 35 contains 4957 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7153 members 
Mstep: Class 40 contains 240712 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 5210 members 
Mstep: Class 43 contains 2225 members 
Mstep: Class 44 contains 7422 members 
Mstep: Class 45 contains 183 members 
Mstep: Class 46 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141994352.000000 Penalty: 159404.984375
Iteration 103Q: 47 clusters Score -1.419944e+08 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56142 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 6466 members 
Mstep: Class 7 contains 25933 members 
Mstep: Class 8 contains 147061 members 
Mstep: Class 9 contains 28571 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 40837 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 34297 members 
Mstep: Class 15 contains 14759 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 151648 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 149316 members 
Mstep: Class 22 contains 39734 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 42081 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 20699 members 
Mstep: Class 27 contains 327 members 
Mstep: Class 28 contains 11012 members 
Mstep: Class 29 contains 12991 members 
Mstep: Class 30 contains 7918 members 
Mstep: Class 31 contains 5057 members 
Mstep: Class 32 contains 17172 members 
Mstep: Class 33 contains 2339 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 4951 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7150 members 
Mstep: Class 40 contains 239698 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 5250 members 
Mstep: Class 43 contains 2229 members 
Mstep: Class 44 contains 7430 members 
Mstep: Class 45 contains 188 members 
Mstep: Class 46 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141994880.000000 Penalty: 159404.984375
Iteration 104Q: 47 clusters Score -1.419949e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56084 members 
Mstep: Class 3 contains 8307 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 26266 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 28594 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 40814 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 34396 members 
Mstep: Class 15 contains 14709 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 24096 members 
Mstep: Class 19 contains 152532 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 149322 members 
Mstep: Class 22 contains 39583 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 42016 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 20686 members 
Mstep: Class 27 contains 325 members 
Mstep: Class 28 contains 11016 members 
Mstep: Class 29 contains 12987 members 
Mstep: Class 30 contains 7850 members 
Mstep: Class 31 contains 5075 members 
Mstep: Class 32 contains 17125 members 
Mstep: Class 33 contains 2340 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 4962 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7148 members 
Mstep: Class 40 contains 238730 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5290 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 7438 members 
Mstep: Class 45 contains 191 members 
Mstep: Class 46 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141995392.000000 Penalty: 159404.984375
Iteration 105Q: 47 clusters Score -1.419954e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56003 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 26599 members 
Mstep: Class 8 contains 147338 members 
Mstep: Class 9 contains 28606 members 
Mstep: Class 10 contains 1050 members 
Mstep: Class 11 contains 40794 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 34519 members 
Mstep: Class 15 contains 14644 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 24028 members 
Mstep: Class 19 contains 153442 members 
Mstep: Class 20 contains 9233 members 
Mstep: Class 21 contains 149317 members 
Mstep: Class 22 contains 39411 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 41964 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 20659 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11024 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 7787 members 
Mstep: Class 31 contains 5088 members 
Mstep: Class 32 contains 17079 members 
Mstep: Class 33 contains 2342 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 4981 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7152 members 
Mstep: Class 40 contains 237834 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5315 members 
Mstep: Class 43 contains 2237 members 
Mstep: Class 44 contains 7449 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141995504.000000 Penalty: 159404.984375
Iteration 106Q: 47 clusters Score -1.419955e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55944 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 26930 members 
Mstep: Class 8 contains 147465 members 
Mstep: Class 9 contains 28616 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40776 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 34616 members 
Mstep: Class 15 contains 14576 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 23972 members 
Mstep: Class 19 contains 154318 members 
Mstep: Class 20 contains 9228 members 
Mstep: Class 21 contains 149315 members 
Mstep: Class 22 contains 39242 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 41896 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11020 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 7733 members 
Mstep: Class 31 contains 5104 members 
Mstep: Class 32 contains 17047 members 
Mstep: Class 33 contains 2342 members 
Mstep: Class 34 contains 9300 members 
Mstep: Class 35 contains 4994 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7147 members 
Mstep: Class 40 contains 236971 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5335 members 
Mstep: Class 43 contains 2240 members 
Mstep: Class 44 contains 7451 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141995952.000000 Penalty: 159404.984375
Iteration 107Q: 47 clusters Score -1.41996e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55886 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 27235 members 
Mstep: Class 8 contains 147491 members 
Mstep: Class 9 contains 28615 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 6588 members 
Mstep: Class 13 contains 14669 members 
Mstep: Class 14 contains 34721 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 23937 members 
Mstep: Class 19 contains 155150 members 
Mstep: Class 20 contains 9228 members 
Mstep: Class 21 contains 149342 members 
Mstep: Class 22 contains 39061 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 41830 members 
Mstep: Class 25 contains 1422 members 
Mstep: Class 26 contains 20617 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11022 members 
Mstep: Class 29 contains 12973 members 
Mstep: Class 30 contains 7667 members 
Mstep: Class 31 contains 5125 members 
Mstep: Class 32 contains 17033 members 
Mstep: Class 33 contains 2342 members 
Mstep: Class 34 contains 9275 members 
Mstep: Class 35 contains 5004 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 357 members 
Mstep: Class 39 contains 7142 members 
Mstep: Class 40 contains 236224 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5362 members 
Mstep: Class 43 contains 2241 members 
Mstep: Class 44 contains 7454 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141996256.000000 Penalty: 159404.984375
Iteration 108Q: 47 clusters Score -1.419963e+08 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55850 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 27514 members 
Mstep: Class 8 contains 147469 members 
Mstep: Class 9 contains 28609 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40748 members 
Mstep: Class 12 contains 6586 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 34817 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 23904 members 
Mstep: Class 19 contains 155941 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 149402 members 
Mstep: Class 22 contains 38900 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 41778 members 
Mstep: Class 25 contains 1435 members 
Mstep: Class 26 contains 20609 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11022 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 7597 members 
Mstep: Class 31 contains 5143 members 
Mstep: Class 32 contains 16996 members 
Mstep: Class 33 contains 2347 members 
Mstep: Class 34 contains 9246 members 
Mstep: Class 35 contains 5009 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7137 members 
Mstep: Class 40 contains 235552 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 2244 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141996576.000000 Penalty: 159404.984375
Iteration 109Q: 47 clusters Score -1.419966e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55811 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 147423 members 
Mstep: Class 9 contains 28607 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40745 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 34907 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 23879 members 
Mstep: Class 19 contains 156789 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 149420 members 
Mstep: Class 22 contains 38736 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 41727 members 
Mstep: Class 25 contains 1452 members 
Mstep: Class 26 contains 20590 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 7519 members 
Mstep: Class 31 contains 5155 members 
Mstep: Class 32 contains 16944 members 
Mstep: Class 33 contains 2350 members 
Mstep: Class 34 contains 9228 members 
Mstep: Class 35 contains 5019 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7132 members 
Mstep: Class 40 contains 234857 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5401 members 
Mstep: Class 43 contains 2247 members 
Mstep: Class 44 contains 7451 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997136.000000 Penalty: 159404.984375
Iteration 110Q: 47 clusters Score -1.419971e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55778 members 
Mstep: Class 3 contains 7889 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 28085 members 
Mstep: Class 8 contains 147387 members 
Mstep: Class 9 contains 28615 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40741 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 35001 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 23868 members 
Mstep: Class 19 contains 157686 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 149407 members 
Mstep: Class 22 contains 38566 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 41669 members 
Mstep: Class 25 contains 1460 members 
Mstep: Class 26 contains 20584 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11030 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 7446 members 
Mstep: Class 31 contains 5163 members 
Mstep: Class 32 contains 16897 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 9215 members 
Mstep: Class 35 contains 5025 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7132 members 
Mstep: Class 40 contains 234110 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5417 members 
Mstep: Class 43 contains 2249 members 
Mstep: Class 44 contains 7449 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997488.000000 Penalty: 159404.984375
Iteration 111Q: 47 clusters Score -1.419975e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55700 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 28360 members 
Mstep: Class 8 contains 147293 members 
Mstep: Class 9 contains 28624 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40745 members 
Mstep: Class 12 contains 6569 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 35084 members 
Mstep: Class 15 contains 14279 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 23846 members 
Mstep: Class 19 contains 158629 members 
Mstep: Class 20 contains 9205 members 
Mstep: Class 21 contains 149399 members 
Mstep: Class 22 contains 38436 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41618 members 
Mstep: Class 25 contains 1472 members 
Mstep: Class 26 contains 20571 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11034 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 5177 members 
Mstep: Class 32 contains 16847 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 9191 members 
Mstep: Class 35 contains 5035 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7121 members 
Mstep: Class 40 contains 233391 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5429 members 
Mstep: Class 43 contains 2253 members 
Mstep: Class 44 contains 7451 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997808.000000 Penalty: 159404.984375
Iteration 112Q: 47 clusters Score -1.419978e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55648 members 
Mstep: Class 3 contains 7801 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 28636 members 
Mstep: Class 8 contains 147197 members 
Mstep: Class 9 contains 28621 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40742 members 
Mstep: Class 12 contains 6566 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 35176 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 23831 members 
Mstep: Class 19 contains 159573 members 
Mstep: Class 20 contains 9205 members 
Mstep: Class 21 contains 149389 members 
Mstep: Class 22 contains 38302 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41555 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 20556 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 7279 members 
Mstep: Class 31 contains 5190 members 
Mstep: Class 32 contains 16829 members 
Mstep: Class 33 contains 2356 members 
Mstep: Class 34 contains 9177 members 
Mstep: Class 35 contains 5047 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7115 members 
Mstep: Class 40 contains 232639 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5437 members 
Mstep: Class 43 contains 2254 members 
Mstep: Class 44 contains 7449 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998160.000000 Penalty: 159404.984375
Iteration 113Q: 47 clusters Score -1.419982e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55565 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 28916 members 
Mstep: Class 8 contains 147031 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40737 members 
Mstep: Class 12 contains 6562 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 35255 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 23799 members 
Mstep: Class 19 contains 160514 members 
Mstep: Class 20 contains 9202 members 
Mstep: Class 21 contains 149344 members 
Mstep: Class 22 contains 38184 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41512 members 
Mstep: Class 25 contains 1523 members 
Mstep: Class 26 contains 20522 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11034 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 7195 members 
Mstep: Class 31 contains 5206 members 
Mstep: Class 32 contains 16817 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 9161 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 358 members 
Mstep: Class 39 contains 7107 members 
Mstep: Class 40 contains 232004 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5461 members 
Mstep: Class 43 contains 2256 members 
Mstep: Class 44 contains 7431 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998240.000000 Penalty: 159404.984375
Iteration 114Q: 47 clusters Score -1.419982e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55520 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 29206 members 
Mstep: Class 8 contains 146912 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40735 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 35324 members 
Mstep: Class 15 contains 14120 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23786 members 
Mstep: Class 19 contains 161406 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 149358 members 
Mstep: Class 22 contains 38065 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41457 members 
Mstep: Class 25 contains 1544 members 
Mstep: Class 26 contains 20486 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 7111 members 
Mstep: Class 31 contains 5214 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 9146 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 359 members 
Mstep: Class 39 contains 7104 members 
Mstep: Class 40 contains 231282 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5480 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998768.000000 Penalty: 159404.984375
Iteration 115Q: 47 clusters Score -1.419988e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55471 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 29519 members 
Mstep: Class 8 contains 146775 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40737 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 35386 members 
Mstep: Class 15 contains 14073 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 162316 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37962 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41422 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 20473 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11046 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 7036 members 
Mstep: Class 31 contains 5226 members 
Mstep: Class 32 contains 16790 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 9129 members 
Mstep: Class 35 contains 5093 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7102 members 
Mstep: Class 40 contains 230490 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5505 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 7392 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999088.000000 Penalty: 159404.984375
Iteration 116Q: 47 clusters Score -1.419991e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55429 members 
Mstep: Class 3 contains 7637 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 8 contains 146592 members 
Mstep: Class 9 contains 28613 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40722 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 14629 members 
Mstep: Class 14 contains 35450 members 
Mstep: Class 15 contains 14002 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23769 members 
Mstep: Class 19 contains 163203 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 149381 members 
Mstep: Class 22 contains 37845 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41392 members 
Mstep: Class 25 contains 1555 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11054 members 
Mstep: Class 29 contains 12972 members 
Mstep: Class 30 contains 6951 members 
Mstep: Class 31 contains 5233 members 
Mstep: Class 32 contains 16794 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 9119 members 
Mstep: Class 35 contains 5114 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7102 members 
Mstep: Class 40 contains 229789 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5520 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 7387 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999552.000000 Penalty: 159404.984375
Iteration 117Q: 47 clusters Score -1.419996e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55371 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 30149 members 
Mstep: Class 8 contains 146440 members 
Mstep: Class 9 contains 28602 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40721 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 35529 members 
Mstep: Class 15 contains 13925 members 
Mstep: Class 16 contains 3861 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23767 members 
Mstep: Class 19 contains 164058 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 149367 members 
Mstep: Class 22 contains 37732 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41349 members 
Mstep: Class 25 contains 1554 members 
Mstep: Class 26 contains 20443 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11062 members 
Mstep: Class 29 contains 12969 members 
Mstep: Class 30 contains 6860 members 
Mstep: Class 31 contains 5242 members 
Mstep: Class 32 contains 16800 members 
Mstep: Class 33 contains 2364 members 
Mstep: Class 34 contains 9112 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7094 members 
Mstep: Class 40 contains 229114 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5536 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 7390 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999472.000000 Penalty: 159404.984375
Iteration 118Q: 47 clusters Score -1.419995e+08 nChanged 2874
Entering ConstructFrom: 
Score: -141999472.000000 Penalty: 159404.984375
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -83436.546875 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -83436.55 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 414 members 
Entering Unmasked Estep 
Score: -81795.585938 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -81795.59 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82387.843750 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -82387.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82646.914062 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -82646.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82743.867188 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -82743.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82820.515625 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -82820.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -82920.703125 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -82920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83033.789062 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -83033.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -83162.484375 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -83162.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -83284.437500 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -83284.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83387.343750 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -83387.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -83510.437500 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -83510.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83722.210938 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -83722.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -83819.968750 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -83819.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -83850.695312 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -83850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83879.789062 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -83879.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -83894.664062 Penalty: 3341.535645
	Iteration 15Q: 3 clusters Score -83894.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83908.734375 Penalty: 3341.535645
	Iteration 16Q: 3 clusters Score -83908.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83912.539062 Penalty: 3341.535645
	Iteration 17Q: 3 clusters Score -83912.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83956.382812 Penalty: 3341.535645
	Iteration 18F: 3 clusters Score -83956.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84056.234375 Penalty: 3341.535645
	Iteration 19Q: 3 clusters Score -84056.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84249.140625 Penalty: 3341.535645
	Iteration 20F: 3 clusters Score -84249.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84423.937500 Penalty: 3341.535645
	Iteration 21Q: 3 clusters Score -84423.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84638.851562 Penalty: 3341.535645
	Iteration 22Q: 3 clusters Score -84638.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84783.812500 Penalty: 3341.535645
	Iteration 23Q: 3 clusters Score -84783.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84801.929688 Penalty: 3341.535645
	Iteration 24Q: 3 clusters Score -84801.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84810.906250 Penalty: 3341.535645
	Iteration 25Q: 3 clusters Score -84810.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84810.906250 Penalty: 3341.535645
	Iteration 26F: 3 clusters Score -84810.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 1049 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 630 members 
Entering Unmasked Estep 
Score: -141999280.000000 Penalty: 162870.312500
Splitting cluster 1 changes total score from -141999472.000000 to -141999280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (55334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Entering Unmasked Estep 
Score: -7011290.500000 Penalty: 2708.443359
	Iteration 0F: 2 clusters Score -7011290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6974119.500000 Penalty: 5416.886719
	Iteration 0F: 3 clusters Score -6974120 nChanged 25662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -6988248.500000 Penalty: 5416.886719
	Iteration 1F: 3 clusters Score -6988248 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6988804.000000 Penalty: 5416.886719
	Iteration 2Q: 3 clusters Score -6988804 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6989299.000000 Penalty: 5416.886719
	Iteration 3Q: 3 clusters Score -6989299 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -6989846.000000 Penalty: 5416.886719
	Iteration 4Q: 3 clusters Score -6989846 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6990413.000000 Penalty: 5416.886719
	Iteration 5Q: 3 clusters Score -6990413 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6991084.000000 Penalty: 5416.886719
	Iteration 6Q: 3 clusters Score -6991084 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -6991672.500000 Penalty: 5416.886719
	Iteration 7Q: 3 clusters Score -6991672 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -6992333.000000 Penalty: 5416.886719
	Iteration 8Q: 3 clusters Score -6992333 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -6993058.500000 Penalty: 5416.886719
	Iteration 9Q: 3 clusters Score -6993058 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6993857.500000 Penalty: 5416.886719
	Iteration 10Q: 3 clusters Score -6993858 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -6994789.000000 Penalty: 5416.886719
	Iteration 11Q: 3 clusters Score -6994789 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6995851.500000 Penalty: 5416.886719
	Iteration 12Q: 3 clusters Score -6995852 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6997314.500000 Penalty: 5416.886719
	Iteration 13Q: 3 clusters Score -6997314 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -6998909.000000 Penalty: 5416.886719
	Iteration 14Q: 3 clusters Score -6998909 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7000264.000000 Penalty: 5416.886719
	Iteration 15Q: 3 clusters Score -7000264 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -7001189.500000 Penalty: 5416.886719
	Iteration 16Q: 3 clusters Score -7001190 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -7001753.000000 Penalty: 5416.886719
	Iteration 17Q: 3 clusters Score -7001753 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -7002184.000000 Penalty: 5416.886719
	Iteration 18Q: 3 clusters Score -7002184 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7002570.000000 Penalty: 5416.886719
	Iteration 19Q: 3 clusters Score -7002570 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7003023.000000 Penalty: 5416.886719
	Iteration 20F: 3 clusters Score -7003023 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7003423.500000 Penalty: 5416.886719
	Iteration 21Q: 3 clusters Score -7003424 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7003768.500000 Penalty: 5416.886719
	Iteration 22Q: 3 clusters Score -7003768 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -7004069.500000 Penalty: 5416.886719
	Iteration 23Q: 3 clusters Score -7004070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7004312.500000 Penalty: 5416.886719
	Iteration 24Q: 3 clusters Score -7004312 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -7004590.500000 Penalty: 5416.886719
	Iteration 25Q: 3 clusters Score -7004590 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7004782.500000 Penalty: 5416.886719
	Iteration 26Q: 3 clusters Score -7004782 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -7005034.500000 Penalty: 5416.886719
	Iteration 27Q: 3 clusters Score -7005034 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -7005225.500000 Penalty: 5416.886719
	Iteration 28Q: 3 clusters Score -7005226 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -7005422.000000 Penalty: 5416.886719
	Iteration 29Q: 3 clusters Score -7005422 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -7005605.500000 Penalty: 5416.886719
	Iteration 30Q: 3 clusters Score -7005606 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -7005812.500000 Penalty: 5416.886719
	Iteration 31Q: 3 clusters Score -7005812 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -7006018.000000 Penalty: 5416.886719
	Iteration 32Q: 3 clusters Score -7006018 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -7006209.500000 Penalty: 5416.886719
	Iteration 33Q: 3 clusters Score -7006210 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7006434.000000 Penalty: 5416.886719
	Iteration 34Q: 3 clusters Score -7006434 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7006695.500000 Penalty: 5416.886719
	Iteration 35Q: 3 clusters Score -7006696 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -7006930.500000 Penalty: 5416.886719
	Iteration 36Q: 3 clusters Score -7006930 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -7007163.000000 Penalty: 5416.886719
	Iteration 37Q: 3 clusters Score -7007163 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -7007385.000000 Penalty: 5416.886719
	Iteration 38Q: 3 clusters Score -7007385 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -7007580.500000 Penalty: 5416.886719
	Iteration 39Q: 3 clusters Score -7007580 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -7007769.000000 Penalty: 5416.886719
	Iteration 40F: 3 clusters Score -7007769 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -7007990.000000 Penalty: 5416.886719
	Iteration 41Q: 3 clusters Score -7007990 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7008179.500000 Penalty: 5416.886719
	Iteration 42Q: 3 clusters Score -7008180 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -7008349.000000 Penalty: 5416.886719
	Iteration 43Q: 3 clusters Score -7008349 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7008490.000000 Penalty: 5416.886719
	Iteration 44Q: 3 clusters Score -7008490 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -7008631.000000 Penalty: 5416.886719
	Iteration 45Q: 3 clusters Score -7008631 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -7008727.500000 Penalty: 5416.886719
	Iteration 46Q: 3 clusters Score -7008728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7008790.000000 Penalty: 5416.886719
	Iteration 47Q: 3 clusters Score -7008790 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -7008858.500000 Penalty: 5416.886719
	Iteration 48Q: 3 clusters Score -7008858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7008920.500000 Penalty: 5416.886719
	Iteration 49Q: 3 clusters Score -7008920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7008994.000000 Penalty: 5416.886719
	Iteration 50Q: 3 clusters Score -7008994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -7009039.000000 Penalty: 5416.886719
	Iteration 51Q: 3 clusters Score -7009039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -7009078.000000 Penalty: 5416.886719
	Iteration 52Q: 3 clusters Score -7009078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -7009104.500000 Penalty: 5416.886719
	Iteration 53Q: 3 clusters Score -7009104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7009121.000000 Penalty: 5416.886719
	Iteration 54Q: 3 clusters Score -7009121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -7009129.000000 Penalty: 5416.886719
	Iteration 55Q: 3 clusters Score -7009129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7009148.500000 Penalty: 5416.886719
	Iteration 56Q: 3 clusters Score -7009148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -7009163.500000 Penalty: 5416.886719
	Iteration 57Q: 3 clusters Score -7009164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7009165.000000 Penalty: 5416.886719
	Iteration 58Q: 3 clusters Score -7009165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -7009165.500000 Penalty: 5416.886719
	Iteration 59Q: 3 clusters Score -7009166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7009172.500000 Penalty: 5416.886719
	Iteration 60F: 3 clusters Score -7009172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7009182.000000 Penalty: 5416.886719
	Iteration 61Q: 3 clusters Score -7009182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -7009191.000000 Penalty: 5416.886719
	Iteration 62Q: 3 clusters Score -7009191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7009191.000000 Penalty: 5416.886719
	Iteration 63Q: 3 clusters Score -7009191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7009191.500000 Penalty: 5416.886719
	Iteration 64Q: 3 clusters Score -7009192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7009190.500000 Penalty: 5416.886719
	Iteration 65Q: 3 clusters Score -7009190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7009192.000000 Penalty: 5416.886719
	Iteration 66Q: 3 clusters Score -7009192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7009207.500000 Penalty: 5416.886719
	Iteration 67Q: 3 clusters Score -7009208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7009210.000000 Penalty: 5416.886719
	Iteration 68Q: 3 clusters Score -7009210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7009210.000000 Penalty: 5416.886719
	Iteration 69Q: 3 clusters Score -7009210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7009214.000000 Penalty: 5416.886719
	Iteration 70Q: 3 clusters Score -7009214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -7009221.000000 Penalty: 5416.886719
	Iteration 71Q: 3 clusters Score -7009221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -7009229.000000 Penalty: 5416.886719
	Iteration 72Q: 3 clusters Score -7009229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7009233.000000 Penalty: 5416.886719
	Iteration 73Q: 3 clusters Score -7009233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -7009235.500000 Penalty: 5416.886719
	Iteration 74Q: 3 clusters Score -7009236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -7009233.000000 Penalty: 5416.886719
	Iteration 75Q: 3 clusters Score -7009233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7009225.000000 Penalty: 5416.886719
	Iteration 76Q: 3 clusters Score -7009225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -7009232.500000 Penalty: 5416.886719
	Iteration 77Q: 3 clusters Score -7009232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -7009223.000000 Penalty: 5416.886719
	Iteration 78Q: 3 clusters Score -7009223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7009222.500000 Penalty: 5416.886719
	Iteration 79Q: 3 clusters Score -7009222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7009219.500000 Penalty: 5416.886719
	Iteration 80F: 3 clusters Score -7009220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -7009225.500000 Penalty: 5416.886719
	Iteration 81Q: 3 clusters Score -7009226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -7009233.000000 Penalty: 5416.886719
	Iteration 82Q: 3 clusters Score -7009233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7009235.500000 Penalty: 5416.886719
	Iteration 83Q: 3 clusters Score -7009236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -7009229.500000 Penalty: 5416.886719
	Iteration 84Q: 3 clusters Score -7009230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7009226.000000 Penalty: 5416.886719
	Iteration 85Q: 3 clusters Score -7009226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -7009230.000000 Penalty: 5416.886719
	Iteration 86Q: 3 clusters Score -7009230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7009234.000000 Penalty: 5416.886719
	Iteration 87Q: 3 clusters Score -7009234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -7009236.000000 Penalty: 5416.886719
	Iteration 88Q: 3 clusters Score -7009236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -7009232.000000 Penalty: 5416.886719
	Iteration 89Q: 3 clusters Score -7009232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -7009227.000000 Penalty: 5416.886719
	Iteration 90Q: 3 clusters Score -7009227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7009230.000000 Penalty: 5416.886719
	Iteration 91Q: 3 clusters Score -7009230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -7009232.000000 Penalty: 5416.886719
	Iteration 92Q: 3 clusters Score -7009232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -7009236.000000 Penalty: 5416.886719
	Iteration 93Q: 3 clusters Score -7009236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -7009233.500000 Penalty: 5416.886719
	Iteration 94Q: 3 clusters Score -7009234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -7009227.000000 Penalty: 5416.886719
	Iteration 95Q: 3 clusters Score -7009227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -7009227.000000 Penalty: 5416.886719
	Iteration 96F: 3 clusters Score -7009227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -911976.750000 Penalty: 2214.631348
	Iteration 0F: 2 clusters Score -911976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -905860.437500 Penalty: 4429.262695
	Iteration 0F: 3 clusters Score -905860.4 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -907438.125000 Penalty: 4429.262695
	Iteration 1F: 3 clusters Score -907438.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -907700.187500 Penalty: 4429.262695
	Iteration 2F: 3 clusters Score -907700.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -907896.062500 Penalty: 4429.262695
	Iteration 3Q: 3 clusters Score -907896.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -908067.687500 Penalty: 4429.262695
	Iteration 4Q: 3 clusters Score -908067.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -908204.250000 Penalty: 4429.262695
	Iteration 5Q: 3 clusters Score -908204.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -908332.437500 Penalty: 4429.262695
	Iteration 6Q: 3 clusters Score -908332.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -908461.375000 Penalty: 4429.262695
	Iteration 7Q: 3 clusters Score -908461.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -908598.125000 Penalty: 4429.262695
	Iteration 8Q: 3 clusters Score -908598.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -908741.625000 Penalty: 4429.262695
	Iteration 9Q: 3 clusters Score -908741.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -908901.562500 Penalty: 4429.262695
	Iteration 10Q: 3 clusters Score -908901.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -909106.125000 Penalty: 4429.262695
	Iteration 11Q: 3 clusters Score -909106.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -909331.500000 Penalty: 4429.262695
	Iteration 12Q: 3 clusters Score -909331.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -909581.437500 Penalty: 4429.262695
	Iteration 13Q: 3 clusters Score -909581.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -909769.437500 Penalty: 4429.262695
	Iteration 14Q: 3 clusters Score -909769.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -909872.500000 Penalty: 4429.262695
	Iteration 15Q: 3 clusters Score -909872.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -909940.500000 Penalty: 4429.262695
	Iteration 16Q: 3 clusters Score -909940.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -909984.625000 Penalty: 4429.262695
	Iteration 17Q: 3 clusters Score -909984.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -910014.375000 Penalty: 4429.262695
	Iteration 18Q: 3 clusters Score -910014.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -910032.062500 Penalty: 4429.262695
	Iteration 19Q: 3 clusters Score -910032.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -910051.812500 Penalty: 4429.262695
	Iteration 20F: 3 clusters Score -910051.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -910069.250000 Penalty: 4429.262695
	Iteration 21Q: 3 clusters Score -910069.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -910081.187500 Penalty: 4429.262695
	Iteration 22Q: 3 clusters Score -910081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -910094.937500 Penalty: 4429.262695
	Iteration 23Q: 3 clusters Score -910094.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -910104.687500 Penalty: 4429.262695
	Iteration 24Q: 3 clusters Score -910104.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -910112.125000 Penalty: 4429.262695
	Iteration 25Q: 3 clusters Score -910112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -910119.937500 Penalty: 4429.262695
	Iteration 26Q: 3 clusters Score -910119.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -910124.250000 Penalty: 4429.262695
	Iteration 27Q: 3 clusters Score -910124.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -910130.625000 Penalty: 4429.262695
	Iteration 28Q: 3 clusters Score -910130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -910134.562500 Penalty: 4429.262695
	Iteration 29Q: 3 clusters Score -910134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -910139.187500 Penalty: 4429.262695
	Iteration 30Q: 3 clusters Score -910139.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -910141.375000 Penalty: 4429.262695
	Iteration 31Q: 3 clusters Score -910141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -910143.812500 Penalty: 4429.262695
	Iteration 32Q: 3 clusters Score -910143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -910149.937500 Penalty: 4429.262695
	Iteration 33Q: 3 clusters Score -910149.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -910153.000000 Penalty: 4429.262695
	Iteration 34Q: 3 clusters Score -910153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -910154.875000 Penalty: 4429.262695
	Iteration 35Q: 3 clusters Score -910154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -910159.687500 Penalty: 4429.262695
	Iteration 36Q: 3 clusters Score -910159.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -910161.437500 Penalty: 4429.262695
	Iteration 37Q: 3 clusters Score -910161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -910163.750000 Penalty: 4429.262695
	Iteration 38Q: 3 clusters Score -910163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -910163.500000 Penalty: 4429.262695
	Iteration 39Q: 3 clusters Score -910163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -910167.312500 Penalty: 4429.262695
	Iteration 40F: 3 clusters Score -910167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -910165.937500 Penalty: 4429.262695
	Iteration 41Q: 3 clusters Score -910165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -910169.062500 Penalty: 4429.262695
	Iteration 42Q: 3 clusters Score -910169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -910169.062500 Penalty: 4429.262695
	Iteration 43F: 3 clusters Score -910169.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133432.515625 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133432.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133860.125000 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133860.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134025.000000 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -134025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134161.718750 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -134161.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134275.765625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134275.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134387.890625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134387.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134459.640625 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134459.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134492.062500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134513.328125 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134534.390625 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134552.156250 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134557.031250 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134558.687500 Penalty: 3504.120605
	Iteration 12F: 3 clusters Score -134558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134613.125000 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134665.140625 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134665.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134693.656250 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134702.000000 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134706.156250 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -134710.625000 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134711.937500 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134711.937500 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -286465.781250 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -286465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283677.406250 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -283677.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -284156.656250 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -284156.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284276.593750 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -284276.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284359.625000 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -284359.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284410.906250 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -284410.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284444.250000 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -284444.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284465.656250 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -284465.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284485.437500 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -284485.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284499.000000 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -284499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284504.968750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -284505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -284509.031250 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -284509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284511.343750 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -284511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284515.781250 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -284515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -284518.031250 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -284518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -284519.406250 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -284519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284520.093750 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -284520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284521.281250 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -284521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284522.281250 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -284522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284522.406250 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -284522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -284522.750000 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -284522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284523.468750 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -284523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -770754.250000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -770754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -765393.562500 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -765393.6 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -766856.937500 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -766856.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -767180.562500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -767180.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -767464.312500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -767464.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -767701.187500 Penalty: 4345.262207
	Iteration 4F: 3 clusters Score -767701.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -767888.000000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -767888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -768040.625000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -768040.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -768175.812500 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -768175.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -768303.312500 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -768303.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -768409.375000 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -768409.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -768506.562500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -768506.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -768590.875000 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -768590.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -768672.437500 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -768672.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -768743.125000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -768743.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -768812.875000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -768812.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -768874.250000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -768874.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -768939.125000 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -768939.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -768997.125000 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -768997.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -769060.625000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -769060.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -769121.750000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -769121.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -769182.062500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -769182.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -769223.062500 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -769223.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -769257.500000 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -769257.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -769284.437500 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -769284.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -769304.687500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -769304.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -769320.437500 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -769320.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -769335.812500 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -769335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -769351.437500 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -769351.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -769364.000000 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -769364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -769379.250000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -769379.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -769390.062500 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -769390.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -769405.250000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -769405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -769419.750000 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -769419.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -769426.875000 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -769426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -769435.000000 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -769435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -769439.062500 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -769439.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -769445.125000 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -769445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -769450.625000 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -769450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -769452.812500 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -769452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -769455.000000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -769455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -769454.687500 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -769454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -769455.062500 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -769455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -769456.437500 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -769456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -769456.625000 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -769456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -769455.750000 Penalty: 4345.262207
	Iteration 44Q: 3 clusters Score -769455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -769456.500000 Penalty: 4345.262207
	Iteration 45Q: 3 clusters Score -769456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -769456.625000 Penalty: 4345.262207
	Iteration 46Q: 3 clusters Score -769456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -769458.312500 Penalty: 4345.262207
	Iteration 47Q: 3 clusters Score -769458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -769458.750000 Penalty: 4345.262207
	Iteration 48Q: 3 clusters Score -769458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -769457.750000 Penalty: 4345.262207
	Iteration 49Q: 3 clusters Score -769457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -769457.750000 Penalty: 4345.262207
	Iteration 50F: 3 clusters Score -769457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Entering Unmasked Estep 
Score: -3717868.250000 Penalty: 2560.483643
	Iteration 0F: 2 clusters Score -3717868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3696957.000000 Penalty: 5120.967285
	Iteration 0F: 3 clusters Score -3696957 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3704582.000000 Penalty: 5120.967285
	Iteration 1F: 3 clusters Score -3704582 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3705439.000000 Penalty: 5120.967285
	Iteration 2F: 3 clusters Score -3705439 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3706931.000000 Penalty: 5120.967285
	Iteration 3F: 3 clusters Score -3706931 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3709268.000000 Penalty: 5120.967285
	Iteration 4F: 3 clusters Score -3709268 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3711957.750000 Penalty: 5120.967285
	Iteration 5F: 3 clusters Score -3711958 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3714201.750000 Penalty: 5120.967285
	Iteration 6F: 3 clusters Score -3714202 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3715600.000000 Penalty: 5120.967285
	Iteration 7F: 3 clusters Score -3715600 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3716284.750000 Penalty: 5120.967285
	Iteration 8Q: 3 clusters Score -3716285 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3716626.500000 Penalty: 5120.967285
	Iteration 9Q: 3 clusters Score -3716626 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3716795.250000 Penalty: 5120.967285
	Iteration 10Q: 3 clusters Score -3716795 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3716900.500000 Penalty: 5120.967285
	Iteration 11Q: 3 clusters Score -3716900 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3716963.000000 Penalty: 5120.967285
	Iteration 12Q: 3 clusters Score -3716963 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3717016.500000 Penalty: 5120.967285
	Iteration 13Q: 3 clusters Score -3717016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3717044.500000 Penalty: 5120.967285
	Iteration 14Q: 3 clusters Score -3717044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3717076.500000 Penalty: 5120.967285
	Iteration 15Q: 3 clusters Score -3717076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3717114.750000 Penalty: 5120.967285
	Iteration 16Q: 3 clusters Score -3717115 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3717135.000000 Penalty: 5120.967285
	Iteration 17Q: 3 clusters Score -3717135 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3717167.000000 Penalty: 5120.967285
	Iteration 18Q: 3 clusters Score -3717167 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3717198.750000 Penalty: 5120.967285
	Iteration 19Q: 3 clusters Score -3717199 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3717220.000000 Penalty: 5120.967285
	Iteration 20F: 3 clusters Score -3717220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3717249.750000 Penalty: 5120.967285
	Iteration 21Q: 3 clusters Score -3717250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3717262.250000 Penalty: 5120.967285
	Iteration 22Q: 3 clusters Score -3717262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3717298.750000 Penalty: 5120.967285
	Iteration 23Q: 3 clusters Score -3717299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3717306.750000 Penalty: 5120.967285
	Iteration 24Q: 3 clusters Score -3717307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3717313.750000 Penalty: 5120.967285
	Iteration 25Q: 3 clusters Score -3717314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3717331.500000 Penalty: 5120.967285
	Iteration 26Q: 3 clusters Score -3717332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3717356.500000 Penalty: 5120.967285
	Iteration 27Q: 3 clusters Score -3717356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3717369.750000 Penalty: 5120.967285
	Iteration 28Q: 3 clusters Score -3717370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3717373.250000 Penalty: 5120.967285
	Iteration 29Q: 3 clusters Score -3717373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3717392.500000 Penalty: 5120.967285
	Iteration 30Q: 3 clusters Score -3717392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3717400.500000 Penalty: 5120.967285
	Iteration 31Q: 3 clusters Score -3717400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3717398.000000 Penalty: 5120.967285
	Iteration 32Q: 3 clusters Score -3717398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3717402.000000 Penalty: 5120.967285
	Iteration 33Q: 3 clusters Score -3717402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3717411.000000 Penalty: 5120.967285
	Iteration 34Q: 3 clusters Score -3717411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3717412.250000 Penalty: 5120.967285
	Iteration 35Q: 3 clusters Score -3717412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3717406.750000 Penalty: 5120.967285
	Iteration 36Q: 3 clusters Score -3717407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3717415.000000 Penalty: 5120.967285
	Iteration 37Q: 3 clusters Score -3717415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3717415.750000 Penalty: 5120.967285
	Iteration 38Q: 3 clusters Score -3717416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3717421.000000 Penalty: 5120.967285
	Iteration 39Q: 3 clusters Score -3717421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3717427.250000 Penalty: 5120.967285
	Iteration 40F: 3 clusters Score -3717427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3717429.000000 Penalty: 5120.967285
	Iteration 41Q: 3 clusters Score -3717429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3717428.000000 Penalty: 5120.967285
	Iteration 42Q: 3 clusters Score -3717428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3717428.500000 Penalty: 5120.967285
	Iteration 43Q: 3 clusters Score -3717428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3717436.500000 Penalty: 5120.967285
	Iteration 44Q: 3 clusters Score -3717436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3717441.000000 Penalty: 5120.967285
	Iteration 45Q: 3 clusters Score -3717441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3717438.500000 Penalty: 5120.967285
	Iteration 46Q: 3 clusters Score -3717438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3717444.250000 Penalty: 5120.967285
	Iteration 47Q: 3 clusters Score -3717444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3717446.250000 Penalty: 5120.967285
	Iteration 48Q: 3 clusters Score -3717446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3717449.250000 Penalty: 5120.967285
	Iteration 49Q: 3 clusters Score -3717449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3717446.250000 Penalty: 5120.967285
	Iteration 50Q: 3 clusters Score -3717446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3717452.500000 Penalty: 5120.967285
	Iteration 51Q: 3 clusters Score -3717452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3717457.000000 Penalty: 5120.967285
	Iteration 52Q: 3 clusters Score -3717457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3717453.250000 Penalty: 5120.967285
	Iteration 53Q: 3 clusters Score -3717453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3717451.250000 Penalty: 5120.967285
	Iteration 54Q: 3 clusters Score -3717451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3717449.750000 Penalty: 5120.967285
	Iteration 55Q: 3 clusters Score -3717450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3717450.500000 Penalty: 5120.967285
	Iteration 56Q: 3 clusters Score -3717450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3717448.750000 Penalty: 5120.967285
	Iteration 57Q: 3 clusters Score -3717449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3717450.250000 Penalty: 5120.967285
	Iteration 58Q: 3 clusters Score -3717450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3717450.250000 Penalty: 5120.967285
	Iteration 59F: 3 clusters Score -3717450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146307 members 
Entering Unmasked Estep 
Score: -18346298.000000 Penalty: 2949.578613
	Iteration 0F: 2 clusters Score -1.83463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -18248748.000000 Penalty: 5899.157227
	Iteration 0F: 3 clusters Score -1.824875e+07 nChanged 69915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -18289094.000000 Penalty: 5899.157227
	Iteration 1F: 3 clusters Score -1.828909e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -18290160.000000 Penalty: 5899.157227
	Iteration 2Q: 3 clusters Score -1.829016e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -18291102.000000 Penalty: 5899.157227
	Iteration 3Q: 3 clusters Score -1.82911e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -18292478.000000 Penalty: 5899.157227
	Iteration 4Q: 3 clusters Score -1.829248e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -18294218.000000 Penalty: 5899.157227
	Iteration 5Q: 3 clusters Score -1.829422e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -18296776.000000 Penalty: 5899.157227
	Iteration 6Q: 3 clusters Score -1.829678e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -18300228.000000 Penalty: 5899.157227
	Iteration 7Q: 3 clusters Score -1.830023e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -18305474.000000 Penalty: 5899.157227
	Iteration 8F: 3 clusters Score -1.830547e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -18312326.000000 Penalty: 5899.157227
	Iteration 9F: 3 clusters Score -1.831233e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -18319458.000000 Penalty: 5899.157227
	Iteration 10F: 3 clusters Score -1.831946e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -18325176.000000 Penalty: 5899.157227
	Iteration 11F: 3 clusters Score -1.832518e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -18329272.000000 Penalty: 5899.157227
	Iteration 12Q: 3 clusters Score -1.832927e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -18331880.000000 Penalty: 5899.157227
	Iteration 13Q: 3 clusters Score -1.833188e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -18333398.000000 Penalty: 5899.157227
	Iteration 14Q: 3 clusters Score -1.83334e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -18334704.000000 Penalty: 5899.157227
	Iteration 15Q: 3 clusters Score -1.83347e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -18335818.000000 Penalty: 5899.157227
	Iteration 16Q: 3 clusters Score -1.833582e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -18336872.000000 Penalty: 5899.157227
	Iteration 17Q: 3 clusters Score -1.833687e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119821 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -18337726.000000 Penalty: 5899.157227
	Iteration 18Q: 3 clusters Score -1.833773e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120510 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -18338436.000000 Penalty: 5899.157227
	Iteration 19Q: 3 clusters Score -1.833844e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -18338884.000000 Penalty: 5899.157227
	Iteration 20F: 3 clusters Score -1.833888e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -18339274.000000 Penalty: 5899.157227
	Iteration 21Q: 3 clusters Score -1.833927e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -18339610.000000 Penalty: 5899.157227
	Iteration 22Q: 3 clusters Score -1.833961e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -18339734.000000 Penalty: 5899.157227
	Iteration 23Q: 3 clusters Score -1.833973e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -18339860.000000 Penalty: 5899.157227
	Iteration 24Q: 3 clusters Score -1.833986e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -18340014.000000 Penalty: 5899.157227
	Iteration 25Q: 3 clusters Score -1.834001e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -18340024.000000 Penalty: 5899.157227
	Iteration 26Q: 3 clusters Score -1.834002e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -18340156.000000 Penalty: 5899.157227
	Iteration 27Q: 3 clusters Score -1.834016e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -18340222.000000 Penalty: 5899.157227
	Iteration 28Q: 3 clusters Score -1.834022e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -18340290.000000 Penalty: 5899.157227
	Iteration 29Q: 3 clusters Score -1.834029e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -18340306.000000 Penalty: 5899.157227
	Iteration 30Q: 3 clusters Score -1.834031e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -18340350.000000 Penalty: 5899.157227
	Iteration 31Q: 3 clusters Score -1.834035e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -18340394.000000 Penalty: 5899.157227
	Iteration 32Q: 3 clusters Score -1.834039e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -18340428.000000 Penalty: 5899.157227
	Iteration 33Q: 3 clusters Score -1.834043e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -18340458.000000 Penalty: 5899.157227
	Iteration 34Q: 3 clusters Score -1.834046e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127311 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -18340480.000000 Penalty: 5899.157227
	Iteration 35Q: 3 clusters Score -1.834048e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -18340532.000000 Penalty: 5899.157227
	Iteration 36Q: 3 clusters Score -1.834053e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -18340592.000000 Penalty: 5899.157227
	Iteration 37Q: 3 clusters Score -1.834059e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -18340638.000000 Penalty: 5899.157227
	Iteration 38Q: 3 clusters Score -1.834064e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -18340680.000000 Penalty: 5899.157227
	Iteration 39Q: 3 clusters Score -1.834068e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129211 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -18340720.000000 Penalty: 5899.157227
	Iteration 40F: 3 clusters Score -1.834072e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -18340756.000000 Penalty: 5899.157227
	Iteration 41Q: 3 clusters Score -1.834076e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -18340810.000000 Penalty: 5899.157227
	Iteration 42Q: 3 clusters Score -1.834081e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130320 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -18340836.000000 Penalty: 5899.157227
	Iteration 43Q: 3 clusters Score -1.834084e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -18340878.000000 Penalty: 5899.157227
	Iteration 44Q: 3 clusters Score -1.834088e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131159 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -18340918.000000 Penalty: 5899.157227
	Iteration 45Q: 3 clusters Score -1.834092e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -18341018.000000 Penalty: 5899.157227
	Iteration 46Q: 3 clusters Score -1.834102e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -18341076.000000 Penalty: 5899.157227
	Iteration 47Q: 3 clusters Score -1.834108e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -18341148.000000 Penalty: 5899.157227
	Iteration 48Q: 3 clusters Score -1.834115e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -18341220.000000 Penalty: 5899.157227
	Iteration 49Q: 3 clusters Score -1.834122e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -18341386.000000 Penalty: 5899.157227
	Iteration 50Q: 3 clusters Score -1.834139e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -18341472.000000 Penalty: 5899.157227
	Iteration 51Q: 3 clusters Score -1.834147e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -18341578.000000 Penalty: 5899.157227
	Iteration 52Q: 3 clusters Score -1.834158e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -18341632.000000 Penalty: 5899.157227
	Iteration 53Q: 3 clusters Score -1.834163e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134925 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -18341668.000000 Penalty: 5899.157227
	Iteration 54Q: 3 clusters Score -1.834167e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135366 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -18341676.000000 Penalty: 5899.157227
	Iteration 55Q: 3 clusters Score -1.834168e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -18341698.000000 Penalty: 5899.157227
	Iteration 56Q: 3 clusters Score -1.83417e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136234 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -18341850.000000 Penalty: 5899.157227
	Iteration 57Q: 3 clusters Score -1.834185e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -18341950.000000 Penalty: 5899.157227
	Iteration 58Q: 3 clusters Score -1.834195e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137096 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -18342030.000000 Penalty: 5899.157227
	Iteration 59Q: 3 clusters Score -1.834203e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -18342098.000000 Penalty: 5899.157227
	Iteration 60F: 3 clusters Score -1.83421e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -18342204.000000 Penalty: 5899.157227
	Iteration 61Q: 3 clusters Score -1.83422e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -18342270.000000 Penalty: 5899.157227
	Iteration 62Q: 3 clusters Score -1.834227e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -18342376.000000 Penalty: 5899.157227
	Iteration 63Q: 3 clusters Score -1.834238e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -18342470.000000 Penalty: 5899.157227
	Iteration 64Q: 3 clusters Score -1.834247e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -18342574.000000 Penalty: 5899.157227
	Iteration 65Q: 3 clusters Score -1.834257e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -18342638.000000 Penalty: 5899.157227
	Iteration 66Q: 3 clusters Score -1.834264e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140644 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -18342790.000000 Penalty: 5899.157227
	Iteration 67Q: 3 clusters Score -1.834279e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -18342900.000000 Penalty: 5899.157227
	Iteration 68Q: 3 clusters Score -1.83429e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141480 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -18342984.000000 Penalty: 5899.157227
	Iteration 69Q: 3 clusters Score -1.834298e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -18343114.000000 Penalty: 5899.157227
	Iteration 70Q: 3 clusters Score -1.834311e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -18343262.000000 Penalty: 5899.157227
	Iteration 71Q: 3 clusters Score -1.834326e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142513 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -18343426.000000 Penalty: 5899.157227
	Iteration 72Q: 3 clusters Score -1.834343e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142788 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -18343496.000000 Penalty: 5899.157227
	Iteration 73Q: 3 clusters Score -1.83435e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -18343544.000000 Penalty: 5899.157227
	Iteration 74Q: 3 clusters Score -1.834354e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -18343632.000000 Penalty: 5899.157227
	Iteration 75Q: 3 clusters Score -1.834363e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143407 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -18343676.000000 Penalty: 5899.157227
	Iteration 76Q: 3 clusters Score -1.834368e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18343694.000000 Penalty: 5899.157227
	Iteration 77Q: 3 clusters Score -1.834369e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -18343746.000000 Penalty: 5899.157227
	Iteration 78Q: 3 clusters Score -1.834375e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143777 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -18343774.000000 Penalty: 5899.157227
	Iteration 79Q: 3 clusters Score -1.834377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -18343792.000000 Penalty: 5899.157227
	Iteration 80F: 3 clusters Score -1.834379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -18343814.000000 Penalty: 5899.157227
	Iteration 81Q: 3 clusters Score -1.834381e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18343822.000000 Penalty: 5899.157227
	Iteration 82Q: 3 clusters Score -1.834382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144015 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -18343816.000000 Penalty: 5899.157227
	Iteration 83Q: 3 clusters Score -1.834382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144056 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -18343836.000000 Penalty: 5899.157227
	Iteration 84Q: 3 clusters Score -1.834384e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144097 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -18343824.000000 Penalty: 5899.157227
	Iteration 85Q: 3 clusters Score -1.834382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -18343854.000000 Penalty: 5899.157227
	Iteration 86Q: 3 clusters Score -1.834385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18343870.000000 Penalty: 5899.157227
	Iteration 87Q: 3 clusters Score -1.834387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144211 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18343900.000000 Penalty: 5899.157227
	Iteration 88Q: 3 clusters Score -1.83439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -18343910.000000 Penalty: 5899.157227
	Iteration 89Q: 3 clusters Score -1.834391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18343912.000000 Penalty: 5899.157227
	Iteration 90Q: 3 clusters Score -1.834391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -18343924.000000 Penalty: 5899.157227
	Iteration 91Q: 3 clusters Score -1.834392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -18343944.000000 Penalty: 5899.157227
	Iteration 92Q: 3 clusters Score -1.834394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -18343942.000000 Penalty: 5899.157227
	Iteration 93Q: 3 clusters Score -1.834394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18343958.000000 Penalty: 5899.157227
	Iteration 94Q: 3 clusters Score -1.834396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144393 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18343954.000000 Penalty: 5899.157227
	Iteration 95Q: 3 clusters Score -1.834395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18343958.000000 Penalty: 5899.157227
	Iteration 96Q: 3 clusters Score -1.834396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -18343964.000000 Penalty: 5899.157227
	Iteration 97Q: 3 clusters Score -1.834396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -18343974.000000 Penalty: 5899.157227
	Iteration 98Q: 3 clusters Score -1.834397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18343972.000000 Penalty: 5899.157227
	Iteration 99Q: 3 clusters Score -1.834397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -18343978.000000 Penalty: 5899.157227
	Iteration 100F: 3 clusters Score -1.834398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18343996.000000 Penalty: 5899.157227
	Iteration 101Q: 3 clusters Score -1.8344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18343992.000000 Penalty: 5899.157227
	Iteration 102Q: 3 clusters Score -1.834399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144536 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18344016.000000 Penalty: 5899.157227
	Iteration 103Q: 3 clusters Score -1.834402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18344026.000000 Penalty: 5899.157227
	Iteration 104Q: 3 clusters Score -1.834403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144555 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18344016.000000 Penalty: 5899.157227
	Iteration 105Q: 3 clusters Score -1.834402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -18344018.000000 Penalty: 5899.157227
	Iteration 106Q: 3 clusters Score -1.834402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144573 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -18344026.000000 Penalty: 5899.157227
	Iteration 107Q: 3 clusters Score -1.834403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18344026.000000 Penalty: 5899.157227
	Iteration 108Q: 3 clusters Score -1.834403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -18344038.000000 Penalty: 5899.157227
	Iteration 109Q: 3 clusters Score -1.834404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18344042.000000 Penalty: 5899.157227
	Iteration 110Q: 3 clusters Score -1.834404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -18344060.000000 Penalty: 5899.157227
	Iteration 111Q: 3 clusters Score -1.834406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -18344054.000000 Penalty: 5899.157227
	Iteration 112Q: 3 clusters Score -1.834405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144617 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18344060.000000 Penalty: 5899.157227
	Iteration 113Q: 3 clusters Score -1.834406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18344052.000000 Penalty: 5899.157227
	Iteration 114Q: 3 clusters Score -1.834405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18344060.000000 Penalty: 5899.157227
	Iteration 115Q: 3 clusters Score -1.834406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144633 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18344082.000000 Penalty: 5899.157227
	Iteration 116Q: 3 clusters Score -1.834408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18344086.000000 Penalty: 5899.157227
	Iteration 117Q: 3 clusters Score -1.834409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -18344080.000000 Penalty: 5899.157227
	Iteration 118Q: 3 clusters Score -1.834408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -18344090.000000 Penalty: 5899.157227
	Iteration 119Q: 3 clusters Score -1.834409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144644 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -18344082.000000 Penalty: 5899.157227
	Iteration 120F: 3 clusters Score -1.834408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18344084.000000 Penalty: 5899.157227
	Iteration 121Q: 3 clusters Score -1.834408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -18344080.000000 Penalty: 5899.157227
	Iteration 122Q: 3 clusters Score -1.834408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -18344080.000000 Penalty: 5899.157227
	Iteration 123F: 3 clusters Score -1.834408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Entering Unmasked Estep 
Score: -3526215.750000 Penalty: 2544.794189
	Iteration 0F: 2 clusters Score -3526216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3506555.500000 Penalty: 5089.588379
	Iteration 0F: 3 clusters Score -3506556 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3513801.250000 Penalty: 5089.588379
	Iteration 1F: 3 clusters Score -3513801 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3514535.500000 Penalty: 5089.588379
	Iteration 2F: 3 clusters Score -3514536 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3515274.000000 Penalty: 5089.588379
	Iteration 3F: 3 clusters Score -3515274 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3516152.500000 Penalty: 5089.588379
	Iteration 4F: 3 clusters Score -3516152 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3517146.500000 Penalty: 5089.588379
	Iteration 5F: 3 clusters Score -3517146 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3518304.750000 Penalty: 5089.588379
	Iteration 6F: 3 clusters Score -3518305 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3519565.500000 Penalty: 5089.588379
	Iteration 7F: 3 clusters Score -3519566 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3520804.500000 Penalty: 5089.588379
	Iteration 8F: 3 clusters Score -3520804 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3521996.500000 Penalty: 5089.588379
	Iteration 9F: 3 clusters Score -3521996 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3523050.000000 Penalty: 5089.588379
	Iteration 10Q: 3 clusters Score -3523050 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3523889.000000 Penalty: 5089.588379
	Iteration 11Q: 3 clusters Score -3523889 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3524580.000000 Penalty: 5089.588379
	Iteration 12Q: 3 clusters Score -3524580 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3525071.250000 Penalty: 5089.588379
	Iteration 13Q: 3 clusters Score -3525071 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3525316.500000 Penalty: 5089.588379
	Iteration 14Q: 3 clusters Score -3525316 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3525470.500000 Penalty: 5089.588379
	Iteration 15Q: 3 clusters Score -3525470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3525562.750000 Penalty: 5089.588379
	Iteration 16Q: 3 clusters Score -3525563 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3525643.250000 Penalty: 5089.588379
	Iteration 17Q: 3 clusters Score -3525643 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3525688.750000 Penalty: 5089.588379
	Iteration 18Q: 3 clusters Score -3525689 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3525731.250000 Penalty: 5089.588379
	Iteration 19Q: 3 clusters Score -3525731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3525761.250000 Penalty: 5089.588379
	Iteration 20F: 3 clusters Score -3525761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3525780.750000 Penalty: 5089.588379
	Iteration 21Q: 3 clusters Score -3525781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3525786.500000 Penalty: 5089.588379
	Iteration 22Q: 3 clusters Score -3525786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3525794.250000 Penalty: 5089.588379
	Iteration 23Q: 3 clusters Score -3525794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3525790.500000 Penalty: 5089.588379
	Iteration 24Q: 3 clusters Score -3525790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3525791.750000 Penalty: 5089.588379
	Iteration 25Q: 3 clusters Score -3525792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3525791.250000 Penalty: 5089.588379
	Iteration 26Q: 3 clusters Score -3525791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3525789.000000 Penalty: 5089.588379
	Iteration 27Q: 3 clusters Score -3525789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3525790.250000 Penalty: 5089.588379
	Iteration 28Q: 3 clusters Score -3525790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3525790.500000 Penalty: 5089.588379
	Iteration 29Q: 3 clusters Score -3525790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3525788.750000 Penalty: 5089.588379
	Iteration 30Q: 3 clusters Score -3525789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3525788.750000 Penalty: 5089.588379
	Iteration 31F: 3 clusters Score -3525789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -109682.500000 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -109682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107751.906250 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -107751.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108144.015625 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -108144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108443.460938 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -108443.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108690.757812 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -108690.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108876.375000 Penalty: 3449.973877
	Iteration 4F: 3 clusters Score -108876.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109089.601562 Penalty: 3449.973877
	Iteration 5F: 3 clusters Score -109089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109304.828125 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -109304.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109403.250000 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -109403.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109485.789062 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -109485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109579.585938 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -109579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109653.406250 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -109653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109707.335938 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -109707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109763.171875 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -109763.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109832.421875 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -109832.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109881.429688 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -109881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109940.429688 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -109940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110060.695312 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -110060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110295.132812 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -110295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110304.210938 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -110304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110311.289062 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -110311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110377.843750 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -110377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110848.578125 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -110848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111442.335938 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -111442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111502.867188 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -111502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111540.328125 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -111540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111553.226562 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -111553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111569.859375 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -111569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111583.179688 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -111583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111586.273438 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -111586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111590.656250 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -111590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111591.929688 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -111591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111591.929688 Penalty: 3449.973877
	Iteration 31F: 3 clusters Score -111591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 473 members 
Entering Unmasked Estep 
Score: -141999488.000000 Penalty: 162870.312500
Splitting cluster 10 changes total score from -141999472.000000 to -141999488.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (40708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Entering Unmasked Estep 
Score: -5055250.500000 Penalty: 2632.316650
	Iteration 0F: 2 clusters Score -5055250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5027740.000000 Penalty: 5264.633301
	Iteration 0F: 3 clusters Score -5027740 nChanged 18692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -5038086.500000 Penalty: 5264.633301
	Iteration 1F: 3 clusters Score -5038086 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5038642.000000 Penalty: 5264.633301
	Iteration 2Q: 3 clusters Score -5038642 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5039183.000000 Penalty: 5264.633301
	Iteration 3Q: 3 clusters Score -5039183 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5039808.500000 Penalty: 5264.633301
	Iteration 4Q: 3 clusters Score -5039808 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5040588.000000 Penalty: 5264.633301
	Iteration 5Q: 3 clusters Score -5040588 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5041525.000000 Penalty: 5264.633301
	Iteration 6Q: 3 clusters Score -5041525 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5042749.500000 Penalty: 5264.633301
	Iteration 7F: 3 clusters Score -5042750 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5044217.500000 Penalty: 5264.633301
	Iteration 8F: 3 clusters Score -5044218 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -5045881.500000 Penalty: 5264.633301
	Iteration 9F: 3 clusters Score -5045882 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -5047480.000000 Penalty: 5264.633301
	Iteration 10F: 3 clusters Score -5047480 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -5048868.500000 Penalty: 5264.633301
	Iteration 11Q: 3 clusters Score -5048868 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -5049926.000000 Penalty: 5264.633301
	Iteration 12Q: 3 clusters Score -5049926 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5050678.000000 Penalty: 5264.633301
	Iteration 13Q: 3 clusters Score -5050678 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5051234.500000 Penalty: 5264.633301
	Iteration 14Q: 3 clusters Score -5051234 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5051691.500000 Penalty: 5264.633301
	Iteration 15Q: 3 clusters Score -5051692 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5052034.500000 Penalty: 5264.633301
	Iteration 16Q: 3 clusters Score -5052034 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5052259.500000 Penalty: 5264.633301
	Iteration 17Q: 3 clusters Score -5052260 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5052486.500000 Penalty: 5264.633301
	Iteration 18Q: 3 clusters Score -5052486 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5052668.000000 Penalty: 5264.633301
	Iteration 19Q: 3 clusters Score -5052668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5052779.500000 Penalty: 5264.633301
	Iteration 20F: 3 clusters Score -5052780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5052866.000000 Penalty: 5264.633301
	Iteration 21Q: 3 clusters Score -5052866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5052939.000000 Penalty: 5264.633301
	Iteration 22Q: 3 clusters Score -5052939 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5052996.500000 Penalty: 5264.633301
	Iteration 23Q: 3 clusters Score -5052996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5053042.500000 Penalty: 5264.633301
	Iteration 24Q: 3 clusters Score -5053042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5053093.500000 Penalty: 5264.633301
	Iteration 25Q: 3 clusters Score -5053094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5053117.500000 Penalty: 5264.633301
	Iteration 26Q: 3 clusters Score -5053118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5053150.000000 Penalty: 5264.633301
	Iteration 27Q: 3 clusters Score -5053150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5053167.000000 Penalty: 5264.633301
	Iteration 28Q: 3 clusters Score -5053167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5053194.000000 Penalty: 5264.633301
	Iteration 29Q: 3 clusters Score -5053194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5053205.000000 Penalty: 5264.633301
	Iteration 30Q: 3 clusters Score -5053205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5053207.000000 Penalty: 5264.633301
	Iteration 31Q: 3 clusters Score -5053207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5053208.000000 Penalty: 5264.633301
	Iteration 32Q: 3 clusters Score -5053208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5053211.000000 Penalty: 5264.633301
	Iteration 33Q: 3 clusters Score -5053211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5053216.000000 Penalty: 5264.633301
	Iteration 34Q: 3 clusters Score -5053216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5053215.500000 Penalty: 5264.633301
	Iteration 35Q: 3 clusters Score -5053216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5053218.500000 Penalty: 5264.633301
	Iteration 36Q: 3 clusters Score -5053218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5053215.000000 Penalty: 5264.633301
	Iteration 37Q: 3 clusters Score -5053215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5053215.000000 Penalty: 5264.633301
	Iteration 38Q: 3 clusters Score -5053215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5053215.000000 Penalty: 5264.633301
	Iteration 39Q: 3 clusters Score -5053215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5053223.500000 Penalty: 5264.633301
	Iteration 40F: 3 clusters Score -5053224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5053224.000000 Penalty: 5264.633301
	Iteration 41Q: 3 clusters Score -5053224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5053224.500000 Penalty: 5264.633301
	Iteration 42Q: 3 clusters Score -5053224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5053224.500000 Penalty: 5264.633301
	Iteration 43F: 3 clusters Score -5053224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -797772.750000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -797772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -792341.500000 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -792341.5 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -794195.750000 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -794195.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -795108.437500 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -795108.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -795935.000000 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -795935 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -796435.187500 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -796435.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -796699.312500 Penalty: 4358.385254
	Iteration 5F: 3 clusters Score -796699.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -796807.562500 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -796807.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -796852.250000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -796852.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -796872.625000 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -796872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -796881.250000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -796881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -796887.937500 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -796887.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -796892.875000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -796892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -796895.250000 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -796895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -796896.687500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -796896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -796897.625000 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -796897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -796898.312500 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -796898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -796899.250000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -796899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -796900.250000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -796900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -796901.125000 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -796901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -796901.250000 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -796901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -796903.125000 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -796903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -796902.437500 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -796902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -796904.187500 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -796904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -796903.187500 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -796903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -796905.250000 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -796905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -796905.062500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -796905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -796905.062500 Penalty: 4358.385254
	Iteration 26F: 3 clusters Score -796905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -1786162.625000 Penalty: 2378.271240
	Iteration 0F: 2 clusters Score -1786163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1775516.250000 Penalty: 4756.542480
	Iteration 0F: 3 clusters Score -1775516 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1778811.125000 Penalty: 4756.542480
	Iteration 1F: 3 clusters Score -1778811 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1779352.000000 Penalty: 4756.542480
	Iteration 2F: 3 clusters Score -1779352 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1779902.125000 Penalty: 4756.542480
	Iteration 3F: 3 clusters Score -1779902 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1780429.000000 Penalty: 4756.542480
	Iteration 4F: 3 clusters Score -1780429 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1780898.875000 Penalty: 4756.542480
	Iteration 5F: 3 clusters Score -1780899 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1781318.500000 Penalty: 4756.542480
	Iteration 6F: 3 clusters Score -1781318 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1781690.250000 Penalty: 4756.542480
	Iteration 7Q: 3 clusters Score -1781690 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1782095.875000 Penalty: 4756.542480
	Iteration 8Q: 3 clusters Score -1782096 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1782635.250000 Penalty: 4756.542480
	Iteration 9Q: 3 clusters Score -1782635 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1783260.375000 Penalty: 4756.542480
	Iteration 10F: 3 clusters Score -1783260 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1783776.375000 Penalty: 4756.542480
	Iteration 11Q: 3 clusters Score -1783776 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1784169.375000 Penalty: 4756.542480
	Iteration 12Q: 3 clusters Score -1784169 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1784446.000000 Penalty: 4756.542480
	Iteration 13Q: 3 clusters Score -1784446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1784639.875000 Penalty: 4756.542480
	Iteration 14Q: 3 clusters Score -1784640 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1784795.625000 Penalty: 4756.542480
	Iteration 15Q: 3 clusters Score -1784796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1784920.250000 Penalty: 4756.542480
	Iteration 16Q: 3 clusters Score -1784920 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1785012.125000 Penalty: 4756.542480
	Iteration 17Q: 3 clusters Score -1785012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1785097.875000 Penalty: 4756.542480
	Iteration 18Q: 3 clusters Score -1785098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1785155.500000 Penalty: 4756.542480
	Iteration 19Q: 3 clusters Score -1785156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1785210.625000 Penalty: 4756.542480
	Iteration 20F: 3 clusters Score -1785211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1785243.750000 Penalty: 4756.542480
	Iteration 21Q: 3 clusters Score -1785244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1785260.375000 Penalty: 4756.542480
	Iteration 22Q: 3 clusters Score -1785260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1785277.625000 Penalty: 4756.542480
	Iteration 23Q: 3 clusters Score -1785278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1785289.500000 Penalty: 4756.542480
	Iteration 24Q: 3 clusters Score -1785290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1785293.000000 Penalty: 4756.542480
	Iteration 25Q: 3 clusters Score -1785293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1785297.500000 Penalty: 4756.542480
	Iteration 26Q: 3 clusters Score -1785298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1785301.250000 Penalty: 4756.542480
	Iteration 27Q: 3 clusters Score -1785301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1785305.000000 Penalty: 4756.542480
	Iteration 28Q: 3 clusters Score -1785305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1785306.875000 Penalty: 4756.542480
	Iteration 29Q: 3 clusters Score -1785307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1785310.125000 Penalty: 4756.542480
	Iteration 30Q: 3 clusters Score -1785310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1785311.125000 Penalty: 4756.542480
	Iteration 31Q: 3 clusters Score -1785311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1785316.875000 Penalty: 4756.542480
	Iteration 32Q: 3 clusters Score -1785317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1785314.500000 Penalty: 4756.542480
	Iteration 33Q: 3 clusters Score -1785314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1785319.875000 Penalty: 4756.542480
	Iteration 34Q: 3 clusters Score -1785320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1785320.000000 Penalty: 4756.542480
	Iteration 35Q: 3 clusters Score -1785320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1785320.000000 Penalty: 4756.542480
	Iteration 36Q: 3 clusters Score -1785320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1785320.000000 Penalty: 4756.542480
	Iteration 37F: 3 clusters Score -1785320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Entering Unmasked Estep 
Score: -4401187.000000 Penalty: 2598.869873
	Iteration 0F: 2 clusters Score -4401187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4376785.500000 Penalty: 5197.739746
	Iteration 0F: 3 clusters Score -4376786 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4385688.500000 Penalty: 5197.739746
	Iteration 1F: 3 clusters Score -4385688 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4386320.500000 Penalty: 5197.739746
	Iteration 2Q: 3 clusters Score -4386320 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4387189.500000 Penalty: 5197.739746
	Iteration 3F: 3 clusters Score -4387190 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -4388455.000000 Penalty: 5197.739746
	Iteration 4F: 3 clusters Score -4388455 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4390293.000000 Penalty: 5197.739746
	Iteration 5F: 3 clusters Score -4390293 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -4392497.500000 Penalty: 5197.739746
	Iteration 6F: 3 clusters Score -4392498 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -4394694.500000 Penalty: 5197.739746
	Iteration 7F: 3 clusters Score -4394694 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4396421.500000 Penalty: 5197.739746
	Iteration 8F: 3 clusters Score -4396422 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4397590.500000 Penalty: 5197.739746
	Iteration 9Q: 3 clusters Score -4397590 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4398279.000000 Penalty: 5197.739746
	Iteration 10Q: 3 clusters Score -4398279 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4398660.500000 Penalty: 5197.739746
	Iteration 11Q: 3 clusters Score -4398660 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4398855.500000 Penalty: 5197.739746
	Iteration 12Q: 3 clusters Score -4398856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4398960.500000 Penalty: 5197.739746
	Iteration 13Q: 3 clusters Score -4398960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4399051.500000 Penalty: 5197.739746
	Iteration 14Q: 3 clusters Score -4399052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4399134.000000 Penalty: 5197.739746
	Iteration 15Q: 3 clusters Score -4399134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4399205.000000 Penalty: 5197.739746
	Iteration 16Q: 3 clusters Score -4399205 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4399260.000000 Penalty: 5197.739746
	Iteration 17Q: 3 clusters Score -4399260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4399338.500000 Penalty: 5197.739746
	Iteration 18Q: 3 clusters Score -4399338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4399436.500000 Penalty: 5197.739746
	Iteration 19Q: 3 clusters Score -4399436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4399537.000000 Penalty: 5197.739746
	Iteration 20F: 3 clusters Score -4399537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4399627.500000 Penalty: 5197.739746
	Iteration 21Q: 3 clusters Score -4399628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4399727.500000 Penalty: 5197.739746
	Iteration 22Q: 3 clusters Score -4399728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4399776.000000 Penalty: 5197.739746
	Iteration 23Q: 3 clusters Score -4399776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4399802.500000 Penalty: 5197.739746
	Iteration 24Q: 3 clusters Score -4399802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4399815.000000 Penalty: 5197.739746
	Iteration 25Q: 3 clusters Score -4399815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4399825.500000 Penalty: 5197.739746
	Iteration 26Q: 3 clusters Score -4399826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4399839.000000 Penalty: 5197.739746
	Iteration 27Q: 3 clusters Score -4399839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4399841.000000 Penalty: 5197.739746
	Iteration 28Q: 3 clusters Score -4399841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4399841.000000 Penalty: 5197.739746
	Iteration 29Q: 3 clusters Score -4399841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4399844.000000 Penalty: 5197.739746
	Iteration 30Q: 3 clusters Score -4399844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4399841.000000 Penalty: 5197.739746
	Iteration 31Q: 3 clusters Score -4399841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4399841.500000 Penalty: 5197.739746
	Iteration 32Q: 3 clusters Score -4399842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4399841.500000 Penalty: 5197.739746
	Iteration 33F: 3 clusters Score -4399842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1761352.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1761353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1751289.375000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1751289 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1754261.875000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1754262 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1754626.750000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1754627 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1754937.750000 Penalty: 4729.589355
	Iteration 3F: 3 clusters Score -1754938 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1755221.375000 Penalty: 4729.589355
	Iteration 4Q: 3 clusters Score -1755221 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1755510.000000 Penalty: 4729.589355
	Iteration 5Q: 3 clusters Score -1755510 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1755820.250000 Penalty: 4729.589355
	Iteration 6Q: 3 clusters Score -1755820 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1756185.500000 Penalty: 4729.589355
	Iteration 7Q: 3 clusters Score -1756186 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1756600.500000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1756600 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1757074.375000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1757074 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1757565.500000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1757566 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1757954.125000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1757954 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1758261.875000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1758262 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1758506.375000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1758506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1758660.375000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1758660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1758767.000000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1758767 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1758838.875000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1758839 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1758901.000000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1758901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1758967.375000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1758967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1759012.750000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1759013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1759064.500000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1759064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1759096.500000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1759096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1759120.750000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1759121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1759139.250000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1759139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1759158.750000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1759159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1759176.875000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1759177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1759199.625000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1759200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1759215.000000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1759215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1759226.375000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1759226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1759232.500000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1759232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1759241.250000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1759241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1759250.750000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1759251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1759260.500000 Penalty: 4729.589355
	Iteration 32Q: 3 clusters Score -1759260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1759266.875000 Penalty: 4729.589355
	Iteration 33Q: 3 clusters Score -1759267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1759268.375000 Penalty: 4729.589355
	Iteration 34Q: 3 clusters Score -1759268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1759266.875000 Penalty: 4729.589355
	Iteration 35Q: 3 clusters Score -1759267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1759266.875000 Penalty: 4729.589355
	Iteration 36F: 3 clusters Score -1759267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -420019.250000 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -420019.2 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 1891 members 
Entering Unmasked Estep 
Score: -416288.968750 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -416289 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -417256.406250 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -417256.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -417560.312500 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -417560.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -417768.812500 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -417768.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -417954.968750 Penalty: 4098.485352
	Iteration 4F: 3 clusters Score -417955 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -418134.187500 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -418134.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -418269.468750 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -418269.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -418362.125000 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -418362.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -418447.875000 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -418447.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -418542.406250 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -418542.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418626.031250 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -418626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -418702.187500 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -418702.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -418754.625000 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -418754.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -418798.968750 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -418799 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -418835.562500 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -418835.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -418861.250000 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -418861.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -418882.875000 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -418882.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -418901.187500 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -418901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -418915.562500 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -418915.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -418925.750000 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -418925.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -418932.781250 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -418932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -418937.968750 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -418938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -418945.187500 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -418945.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -418948.625000 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -418948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -418951.937500 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -418951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -418954.281250 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -418954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -418955.718750 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -418955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -418956.937500 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -418956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -418957.406250 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -418957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -418957.343750 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -418957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -418958.187500 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -418958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -418958.125000 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -418958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -418958.125000 Penalty: 4098.485352
	Iteration 32F: 3 clusters Score -418958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -273425.000000 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -273425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -270707.187500 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -270707.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271210.687500 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -271210.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271333.437500 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -271333.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271403.812500 Penalty: 3811.196533
	Iteration 3Q: 3 clusters Score -271403.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -271437.937500 Penalty: 3811.196533
	Iteration 4Q: 3 clusters Score -271437.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271461.468750 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -271461.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -271477.593750 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -271477.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -271492.875000 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -271492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -271505.187500 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -271505.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -271511.812500 Penalty: 3811.196533
	Iteration 9Q: 3 clusters Score -271511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -271513.812500 Penalty: 3811.196533
	Iteration 10Q: 3 clusters Score -271513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271515.281250 Penalty: 3811.196533
	Iteration 11Q: 3 clusters Score -271515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271516.406250 Penalty: 3811.196533
	Iteration 12Q: 3 clusters Score -271516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271517.750000 Penalty: 3811.196533
	Iteration 13Q: 3 clusters Score -271517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271518.531250 Penalty: 3811.196533
	Iteration 14Q: 3 clusters Score -271518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271518.531250 Penalty: 3811.196533
	Iteration 15F: 3 clusters Score -271518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Entering Unmasked Estep 
Score: -2992898.750000 Penalty: 2498.986328
	Iteration 0F: 2 clusters Score -2992899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2976373.000000 Penalty: 4997.972656
	Iteration 0F: 3 clusters Score -2976373 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2981934.250000 Penalty: 4997.972656
	Iteration 1F: 3 clusters Score -2981934 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2982336.500000 Penalty: 4997.972656
	Iteration 2F: 3 clusters Score -2982336 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2982685.250000 Penalty: 4997.972656
	Iteration 3Q: 3 clusters Score -2982685 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2983029.500000 Penalty: 4997.972656
	Iteration 4Q: 3 clusters Score -2983030 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2983454.500000 Penalty: 4997.972656
	Iteration 5Q: 3 clusters Score -2983454 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2984033.750000 Penalty: 4997.972656
	Iteration 6Q: 3 clusters Score -2984034 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2984841.750000 Penalty: 4997.972656
	Iteration 7F: 3 clusters Score -2984842 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2985909.750000 Penalty: 4997.972656
	Iteration 8F: 3 clusters Score -2985910 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2987107.250000 Penalty: 4997.972656
	Iteration 9F: 3 clusters Score -2987107 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2988252.500000 Penalty: 4997.972656
	Iteration 10F: 3 clusters Score -2988252 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2989249.500000 Penalty: 4997.972656
	Iteration 11Q: 3 clusters Score -2989250 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2989875.250000 Penalty: 4997.972656
	Iteration 12Q: 3 clusters Score -2989875 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2990249.000000 Penalty: 4997.972656
	Iteration 13Q: 3 clusters Score -2990249 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2990457.000000 Penalty: 4997.972656
	Iteration 14Q: 3 clusters Score -2990457 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2990579.500000 Penalty: 4997.972656
	Iteration 15Q: 3 clusters Score -2990580 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2990666.250000 Penalty: 4997.972656
	Iteration 16Q: 3 clusters Score -2990666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2990747.000000 Penalty: 4997.972656
	Iteration 17Q: 3 clusters Score -2990747 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2990795.000000 Penalty: 4997.972656
	Iteration 18Q: 3 clusters Score -2990795 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2990830.000000 Penalty: 4997.972656
	Iteration 19Q: 3 clusters Score -2990830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2990869.500000 Penalty: 4997.972656
	Iteration 20F: 3 clusters Score -2990870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2990894.000000 Penalty: 4997.972656
	Iteration 21Q: 3 clusters Score -2990894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2990909.750000 Penalty: 4997.972656
	Iteration 22Q: 3 clusters Score -2990910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2990922.500000 Penalty: 4997.972656
	Iteration 23Q: 3 clusters Score -2990922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2990940.750000 Penalty: 4997.972656
	Iteration 24Q: 3 clusters Score -2990941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2990950.500000 Penalty: 4997.972656
	Iteration 25Q: 3 clusters Score -2990950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2990965.000000 Penalty: 4997.972656
	Iteration 26Q: 3 clusters Score -2990965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2990971.750000 Penalty: 4997.972656
	Iteration 27Q: 3 clusters Score -2990972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2990981.000000 Penalty: 4997.972656
	Iteration 28Q: 3 clusters Score -2990981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2990983.750000 Penalty: 4997.972656
	Iteration 29Q: 3 clusters Score -2990984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2990990.750000 Penalty: 4997.972656
	Iteration 30Q: 3 clusters Score -2990991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2991006.750000 Penalty: 4997.972656
	Iteration 31Q: 3 clusters Score -2991007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2991017.500000 Penalty: 4997.972656
	Iteration 32Q: 3 clusters Score -2991018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2991022.750000 Penalty: 4997.972656
	Iteration 33Q: 3 clusters Score -2991023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2991021.250000 Penalty: 4997.972656
	Iteration 34Q: 3 clusters Score -2991021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2991022.250000 Penalty: 4997.972656
	Iteration 35Q: 3 clusters Score -2991022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2991023.750000 Penalty: 4997.972656
	Iteration 36Q: 3 clusters Score -2991024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2991024.250000 Penalty: 4997.972656
	Iteration 37Q: 3 clusters Score -2991024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2991022.750000 Penalty: 4997.972656
	Iteration 38Q: 3 clusters Score -2991023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2991028.750000 Penalty: 4997.972656
	Iteration 39Q: 3 clusters Score -2991029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2991028.000000 Penalty: 4997.972656
	Iteration 40F: 3 clusters Score -2991028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2991029.500000 Penalty: 4997.972656
	Iteration 41Q: 3 clusters Score -2991030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2991030.250000 Penalty: 4997.972656
	Iteration 42Q: 3 clusters Score -2991030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2991032.250000 Penalty: 4997.972656
	Iteration 43Q: 3 clusters Score -2991032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2991035.000000 Penalty: 4997.972656
	Iteration 44Q: 3 clusters Score -2991035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2991036.500000 Penalty: 4997.972656
	Iteration 45Q: 3 clusters Score -2991036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2991045.000000 Penalty: 4997.972656
	Iteration 46Q: 3 clusters Score -2991045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2991054.500000 Penalty: 4997.972656
	Iteration 47Q: 3 clusters Score -2991054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2991054.750000 Penalty: 4997.972656
	Iteration 48Q: 3 clusters Score -2991055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2991062.750000 Penalty: 4997.972656
	Iteration 49Q: 3 clusters Score -2991063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2991064.750000 Penalty: 4997.972656
	Iteration 50Q: 3 clusters Score -2991065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2991070.250000 Penalty: 4997.972656
	Iteration 51Q: 3 clusters Score -2991070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2991075.500000 Penalty: 4997.972656
	Iteration 52Q: 3 clusters Score -2991076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2991087.250000 Penalty: 4997.972656
	Iteration 53Q: 3 clusters Score -2991087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2991089.000000 Penalty: 4997.972656
	Iteration 54Q: 3 clusters Score -2991089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2991088.000000 Penalty: 4997.972656
	Iteration 55Q: 3 clusters Score -2991088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2991090.750000 Penalty: 4997.972656
	Iteration 56Q: 3 clusters Score -2991091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2991094.250000 Penalty: 4997.972656
	Iteration 57Q: 3 clusters Score -2991094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2991097.250000 Penalty: 4997.972656
	Iteration 58Q: 3 clusters Score -2991097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2991102.750000 Penalty: 4997.972656
	Iteration 59Q: 3 clusters Score -2991103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2991104.250000 Penalty: 4997.972656
	Iteration 60F: 3 clusters Score -2991104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2991105.750000 Penalty: 4997.972656
	Iteration 61Q: 3 clusters Score -2991106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2991105.750000 Penalty: 4997.972656
	Iteration 62Q: 3 clusters Score -2991106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2991101.000000 Penalty: 4997.972656
	Iteration 63Q: 3 clusters Score -2991101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2991102.750000 Penalty: 4997.972656
	Iteration 64Q: 3 clusters Score -2991103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2991105.000000 Penalty: 4997.972656
	Iteration 65Q: 3 clusters Score -2991105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2991113.000000 Penalty: 4997.972656
	Iteration 66Q: 3 clusters Score -2991113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2991107.250000 Penalty: 4997.972656
	Iteration 67Q: 3 clusters Score -2991107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2991112.000000 Penalty: 4997.972656
	Iteration 68Q: 3 clusters Score -2991112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2991111.000000 Penalty: 4997.972656
	Iteration 69Q: 3 clusters Score -2991111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2991111.500000 Penalty: 4997.972656
	Iteration 70Q: 3 clusters Score -2991112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2991111.500000 Penalty: 4997.972656
	Iteration 71F: 3 clusters Score -2991112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Entering Unmasked Estep 
Score: -20697964.000000 Penalty: 2979.214355
	Iteration 0F: 2 clusters Score -2.069796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -20587386.000000 Penalty: 5958.428711
	Iteration 0F: 3 clusters Score -2.058739e+07 nChanged 78824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -20633818.000000 Penalty: 5958.428711
	Iteration 1F: 3 clusters Score -2.063382e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -20634976.000000 Penalty: 5958.428711
	Iteration 2Q: 3 clusters Score -2.063498e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -20637520.000000 Penalty: 5958.428711
	Iteration 3Q: 3 clusters Score -2.063752e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -20642468.000000 Penalty: 5958.428711
	Iteration 4F: 3 clusters Score -2.064247e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 121690 members 
Entering Unmasked Estep 
Score: -20652124.000000 Penalty: 5958.428711
	Iteration 5F: 3 clusters Score -2.065212e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -20667058.000000 Penalty: 5958.428711
	Iteration 6F: 3 clusters Score -2.066706e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -20682370.000000 Penalty: 5958.428711
	Iteration 7F: 3 clusters Score -2.068237e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -20691404.000000 Penalty: 5958.428711
	Iteration 8F: 3 clusters Score -2.06914e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -20694356.000000 Penalty: 5958.428711
	Iteration 9Q: 3 clusters Score -2.069436e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164572 members 
Entering Unmasked Estep 
Score: -20694964.000000 Penalty: 5958.428711
	Iteration 10Q: 3 clusters Score -2.069496e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -20695116.000000 Penalty: 5958.428711
	Iteration 11Q: 3 clusters Score -2.069512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -20695152.000000 Penalty: 5958.428711
	Iteration 12Q: 3 clusters Score -2.069515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -20695166.000000 Penalty: 5958.428711
	Iteration 13Q: 3 clusters Score -2.069517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -20695188.000000 Penalty: 5958.428711
	Iteration 14Q: 3 clusters Score -2.069519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -20695216.000000 Penalty: 5958.428711
	Iteration 15Q: 3 clusters Score -2.069522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -20695222.000000 Penalty: 5958.428711
	Iteration 16Q: 3 clusters Score -2.069522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -20695224.000000 Penalty: 5958.428711
	Iteration 17Q: 3 clusters Score -2.069522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -20695246.000000 Penalty: 5958.428711
	Iteration 18Q: 3 clusters Score -2.069525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -20695236.000000 Penalty: 5958.428711
	Iteration 19Q: 3 clusters Score -2.069524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -20695238.000000 Penalty: 5958.428711
	Iteration 20F: 3 clusters Score -2.069524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -20695236.000000 Penalty: 5958.428711
	Iteration 21Q: 3 clusters Score -2.069524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -20695236.000000 Penalty: 5958.428711
	Iteration 22F: 3 clusters Score -2.069524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -1113274.000000 Penalty: 2262.973145
	Iteration 0F: 2 clusters Score -1113274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1106061.625000 Penalty: 4525.946289
	Iteration 0F: 3 clusters Score -1106062 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1108128.375000 Penalty: 4525.946289
	Iteration 1F: 3 clusters Score -1108128 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1108457.625000 Penalty: 4525.946289
	Iteration 2F: 3 clusters Score -1108458 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1108778.000000 Penalty: 4525.946289
	Iteration 3F: 3 clusters Score -1108778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1109148.500000 Penalty: 4525.946289
	Iteration 4F: 3 clusters Score -1109148 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1109584.875000 Penalty: 4525.946289
	Iteration 5F: 3 clusters Score -1109585 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1110113.000000 Penalty: 4525.946289
	Iteration 6F: 3 clusters Score -1110113 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1110693.250000 Penalty: 4525.946289
	Iteration 7F: 3 clusters Score -1110693 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1111209.750000 Penalty: 4525.946289
	Iteration 8F: 3 clusters Score -1111210 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1111668.125000 Penalty: 4525.946289
	Iteration 9F: 3 clusters Score -1111668 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1112004.750000 Penalty: 4525.946289
	Iteration 10Q: 3 clusters Score -1112005 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1112235.750000 Penalty: 4525.946289
	Iteration 11Q: 3 clusters Score -1112236 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1112381.000000 Penalty: 4525.946289
	Iteration 12Q: 3 clusters Score -1112381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1112469.250000 Penalty: 4525.946289
	Iteration 13Q: 3 clusters Score -1112469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1112527.500000 Penalty: 4525.946289
	Iteration 14Q: 3 clusters Score -1112528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1112568.750000 Penalty: 4525.946289
	Iteration 15Q: 3 clusters Score -1112569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1112607.875000 Penalty: 4525.946289
	Iteration 16Q: 3 clusters Score -1112608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1112638.625000 Penalty: 4525.946289
	Iteration 17Q: 3 clusters Score -1112639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1112672.000000 Penalty: 4525.946289
	Iteration 18Q: 3 clusters Score -1112672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1112705.750000 Penalty: 4525.946289
	Iteration 19Q: 3 clusters Score -1112706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1112718.250000 Penalty: 4525.946289
	Iteration 20F: 3 clusters Score -1112718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1112724.125000 Penalty: 4525.946289
	Iteration 21Q: 3 clusters Score -1112724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1112729.375000 Penalty: 4525.946289
	Iteration 22Q: 3 clusters Score -1112729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1112730.625000 Penalty: 4525.946289
	Iteration 23Q: 3 clusters Score -1112731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1112732.375000 Penalty: 4525.946289
	Iteration 24Q: 3 clusters Score -1112732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1112731.625000 Penalty: 4525.946289
	Iteration 25Q: 3 clusters Score -1112732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1112731.625000 Penalty: 4525.946289
	Iteration 26F: 3 clusters Score -1112732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Entering Unmasked Estep 
Score: -18492244.000000 Penalty: 2954.717041
	Iteration 0F: 2 clusters Score -1.849224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -18392288.000000 Penalty: 5909.434082
	Iteration 0F: 3 clusters Score -1.839229e+07 nChanged 71570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -18433670.000000 Penalty: 5909.434082
	Iteration 1F: 3 clusters Score -1.843367e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -18434736.000000 Penalty: 5909.434082
	Iteration 2Q: 3 clusters Score -1.843474e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -18436328.000000 Penalty: 5909.434082
	Iteration 3Q: 3 clusters Score -1.843633e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -18439130.000000 Penalty: 5909.434082
	Iteration 4Q: 3 clusters Score -1.843913e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -18444030.000000 Penalty: 5909.434082
	Iteration 5F: 3 clusters Score -1.844403e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -18452298.000000 Penalty: 5909.434082
	Iteration 6F: 3 clusters Score -1.84523e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -18464558.000000 Penalty: 5909.434082
	Iteration 7F: 3 clusters Score -1.846456e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 135704 members 
Entering Unmasked Estep 
Score: -18477014.000000 Penalty: 5909.434082
	Iteration 8F: 3 clusters Score -1.847701e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -18484848.000000 Penalty: 5909.434082
	Iteration 9F: 3 clusters Score -1.848485e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -18488064.000000 Penalty: 5909.434082
	Iteration 10Q: 3 clusters Score -1.848806e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -18489168.000000 Penalty: 5909.434082
	Iteration 11Q: 3 clusters Score -1.848917e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -18489516.000000 Penalty: 5909.434082
	Iteration 12Q: 3 clusters Score -1.848952e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 148887 members 
Entering Unmasked Estep 
Score: -18489624.000000 Penalty: 5909.434082
	Iteration 13Q: 3 clusters Score -1.848962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -18489672.000000 Penalty: 5909.434082
	Iteration 14Q: 3 clusters Score -1.848967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -18489742.000000 Penalty: 5909.434082
	Iteration 15Q: 3 clusters Score -1.848974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -18489758.000000 Penalty: 5909.434082
	Iteration 16Q: 3 clusters Score -1.848976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148992 members 
Entering Unmasked Estep 
Score: -18489766.000000 Penalty: 5909.434082
	Iteration 17Q: 3 clusters Score -1.848977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -18489792.000000 Penalty: 5909.434082
	Iteration 18Q: 3 clusters Score -1.848979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -18489792.000000 Penalty: 5909.434082
	Iteration 19Q: 3 clusters Score -1.848979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149007 members 
Entering Unmasked Estep 
Score: -18489806.000000 Penalty: 5909.434082
	Iteration 20F: 3 clusters Score -1.848981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -18489814.000000 Penalty: 5909.434082
	Iteration 21Q: 3 clusters Score -1.848981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 149011 members 
Entering Unmasked Estep 
Score: -18489810.000000 Penalty: 5909.434082
	Iteration 22Q: 3 clusters Score -1.848981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -18489820.000000 Penalty: 5909.434082
	Iteration 23Q: 3 clusters Score -1.848982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 149019 members 
Entering Unmasked Estep 
Score: -18489820.000000 Penalty: 5909.434082
	Iteration 24Q: 3 clusters Score -1.848982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -18489820.000000 Penalty: 5909.434082
	Iteration 25Q: 3 clusters Score -1.848982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -18489820.000000 Penalty: 5909.434082
	Iteration 26Q: 3 clusters Score -1.848982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -18489820.000000 Penalty: 5909.434082
	Iteration 27F: 3 clusters Score -1.848982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Entering Unmasked Estep 
Score: -4417525.000000 Penalty: 2612.798340
	Iteration 0F: 2 clusters Score -4417525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4391895.500000 Penalty: 5225.596680
	Iteration 0F: 3 clusters Score -4391896 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4401455.500000 Penalty: 5225.596680
	Iteration 1F: 3 clusters Score -4401456 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4402037.500000 Penalty: 5225.596680
	Iteration 2Q: 3 clusters Score -4402038 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4402537.000000 Penalty: 5225.596680
	Iteration 3Q: 3 clusters Score -4402537 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4403070.500000 Penalty: 5225.596680
	Iteration 4Q: 3 clusters Score -4403070 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4403598.500000 Penalty: 5225.596680
	Iteration 5Q: 3 clusters Score -4403598 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4404189.000000 Penalty: 5225.596680
	Iteration 6Q: 3 clusters Score -4404189 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4404940.000000 Penalty: 5225.596680
	Iteration 7Q: 3 clusters Score -4404940 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -4405876.000000 Penalty: 5225.596680
	Iteration 8Q: 3 clusters Score -4405876 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4407151.500000 Penalty: 5225.596680
	Iteration 9F: 3 clusters Score -4407152 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -4408748.000000 Penalty: 5225.596680
	Iteration 10F: 3 clusters Score -4408748 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4410499.500000 Penalty: 5225.596680
	Iteration 11F: 3 clusters Score -4410500 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4411946.000000 Penalty: 5225.596680
	Iteration 12Q: 3 clusters Score -4411946 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4413032.000000 Penalty: 5225.596680
	Iteration 13Q: 3 clusters Score -4413032 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4413757.500000 Penalty: 5225.596680
	Iteration 14Q: 3 clusters Score -4413758 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4414250.500000 Penalty: 5225.596680
	Iteration 15Q: 3 clusters Score -4414250 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4414625.500000 Penalty: 5225.596680
	Iteration 16Q: 3 clusters Score -4414626 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4414877.000000 Penalty: 5225.596680
	Iteration 17Q: 3 clusters Score -4414877 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4415085.000000 Penalty: 5225.596680
	Iteration 18Q: 3 clusters Score -4415085 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4415248.000000 Penalty: 5225.596680
	Iteration 19Q: 3 clusters Score -4415248 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4415367.500000 Penalty: 5225.596680
	Iteration 20F: 3 clusters Score -4415368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4415449.500000 Penalty: 5225.596680
	Iteration 21Q: 3 clusters Score -4415450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4415545.500000 Penalty: 5225.596680
	Iteration 22Q: 3 clusters Score -4415546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4415577.500000 Penalty: 5225.596680
	Iteration 23Q: 3 clusters Score -4415578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4415621.500000 Penalty: 5225.596680
	Iteration 24Q: 3 clusters Score -4415622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4415639.500000 Penalty: 5225.596680
	Iteration 25Q: 3 clusters Score -4415640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4415675.000000 Penalty: 5225.596680
	Iteration 26Q: 3 clusters Score -4415675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4415718.500000 Penalty: 5225.596680
	Iteration 27Q: 3 clusters Score -4415718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4415739.000000 Penalty: 5225.596680
	Iteration 28Q: 3 clusters Score -4415739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4415752.500000 Penalty: 5225.596680
	Iteration 29Q: 3 clusters Score -4415752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4415771.500000 Penalty: 5225.596680
	Iteration 30Q: 3 clusters Score -4415772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -4415784.000000 Penalty: 5225.596680
	Iteration 31Q: 3 clusters Score -4415784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4415798.000000 Penalty: 5225.596680
	Iteration 32Q: 3 clusters Score -4415798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4415801.000000 Penalty: 5225.596680
	Iteration 33Q: 3 clusters Score -4415801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4415798.000000 Penalty: 5225.596680
	Iteration 34Q: 3 clusters Score -4415798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4415801.000000 Penalty: 5225.596680
	Iteration 35Q: 3 clusters Score -4415801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4415803.000000 Penalty: 5225.596680
	Iteration 36Q: 3 clusters Score -4415803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4415805.000000 Penalty: 5225.596680
	Iteration 37Q: 3 clusters Score -4415805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4415808.000000 Penalty: 5225.596680
	Iteration 38Q: 3 clusters Score -4415808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4415807.500000 Penalty: 5225.596680
	Iteration 39Q: 3 clusters Score -4415808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4415808.000000 Penalty: 5225.596680
	Iteration 40F: 3 clusters Score -4415808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4415811.500000 Penalty: 5225.596680
	Iteration 41Q: 3 clusters Score -4415812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4415807.500000 Penalty: 5225.596680
	Iteration 42Q: 3 clusters Score -4415808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4415809.500000 Penalty: 5225.596680
	Iteration 43Q: 3 clusters Score -4415810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4415810.000000 Penalty: 5225.596680
	Iteration 44Q: 3 clusters Score -4415810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4415818.500000 Penalty: 5225.596680
	Iteration 45Q: 3 clusters Score -4415818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4415819.500000 Penalty: 5225.596680
	Iteration 46Q: 3 clusters Score -4415820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4415819.500000 Penalty: 5225.596680
	Iteration 47Q: 3 clusters Score -4415820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4415819.500000 Penalty: 5225.596680
	Iteration 48Q: 3 clusters Score -4415820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4415819.500000 Penalty: 5225.596680
	Iteration 49Q: 3 clusters Score -4415820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4415823.500000 Penalty: 5225.596680
	Iteration 50Q: 3 clusters Score -4415824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4415823.500000 Penalty: 5225.596680
	Iteration 51F: 3 clusters Score -4415824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -65863.320312 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -65863.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64294.640625 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -64294.64 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64538.496094 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -64538.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64668.039062 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -64668.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64727.605469 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -64727.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64739.914062 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -64739.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64764.761719 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -64764.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64781.332031 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -64781.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64807.964844 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -64807.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64821.730469 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -64821.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64835.324219 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -64835.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64843.882812 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -64843.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64849.687500 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -64849.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64872.671875 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -64872.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64886.953125 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -64886.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64898.515625 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -64898.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64906.257812 Penalty: 3221.651611
	Iteration 15Q: 3 clusters Score -64906.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64909.757812 Penalty: 3221.651611
	Iteration 16Q: 3 clusters Score -64909.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64911.742188 Penalty: 3221.651611
	Iteration 17Q: 3 clusters Score -64911.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64913.601562 Penalty: 3221.651611
	Iteration 18Q: 3 clusters Score -64913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64921.363281 Penalty: 3221.651611
	Iteration 19Q: 3 clusters Score -64921.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64940.480469 Penalty: 3221.651611
	Iteration 20F: 3 clusters Score -64940.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64969.082031 Penalty: 3221.651611
	Iteration 21Q: 3 clusters Score -64969.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64996.000000 Penalty: 3221.651611
	Iteration 22Q: 3 clusters Score -64996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65012.453125 Penalty: 3221.651611
	Iteration 23Q: 3 clusters Score -65012.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65055.605469 Penalty: 3221.651611
	Iteration 24Q: 3 clusters Score -65055.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65094.363281 Penalty: 3221.651611
	Iteration 25Q: 3 clusters Score -65094.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65104.457031 Penalty: 3221.651611
	Iteration 26Q: 3 clusters Score -65104.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65114.839844 Penalty: 3221.651611
	Iteration 27Q: 3 clusters Score -65114.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65127.812500 Penalty: 3221.651611
	Iteration 28Q: 3 clusters Score -65127.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65130.968750 Penalty: 3221.651611
	Iteration 29Q: 3 clusters Score -65130.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65136.250000 Penalty: 3221.651611
	Iteration 30Q: 3 clusters Score -65136.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65141.816406 Penalty: 3221.651611
	Iteration 31Q: 3 clusters Score -65141.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65150.386719 Penalty: 3221.651611
	Iteration 32Q: 3 clusters Score -65150.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65156.570312 Penalty: 3221.651611
	Iteration 33Q: 3 clusters Score -65156.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65166.484375 Penalty: 3221.651611
	Iteration 34Q: 3 clusters Score -65166.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65169.421875 Penalty: 3221.651611
	Iteration 35Q: 3 clusters Score -65169.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65172.722656 Penalty: 3221.651611
	Iteration 36Q: 3 clusters Score -65172.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65174.066406 Penalty: 3221.651611
	Iteration 37Q: 3 clusters Score -65174.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65175.664062 Penalty: 3221.651611
	Iteration 38F: 3 clusters Score -65175.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65191.628906 Penalty: 3221.651611
	Iteration 39Q: 3 clusters Score -65191.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65201.847656 Penalty: 3221.651611
	Iteration 40F: 3 clusters Score -65201.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65228.921875 Penalty: 3221.651611
	Iteration 41Q: 3 clusters Score -65228.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65249.687500 Penalty: 3221.651611
	Iteration 42Q: 3 clusters Score -65249.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65275.937500 Penalty: 3221.651611
	Iteration 43Q: 3 clusters Score -65275.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65297.253906 Penalty: 3221.651611
	Iteration 44Q: 3 clusters Score -65297.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65308.910156 Penalty: 3221.651611
	Iteration 45Q: 3 clusters Score -65308.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65310.710938 Penalty: 3221.651611
	Iteration 46Q: 3 clusters Score -65310.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65310.710938 Penalty: 3221.651611
	Iteration 47F: 3 clusters Score -65310.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Entering Unmasked Estep 
Score: -5115945.500000 Penalty: 2636.011230
	Iteration 0F: 2 clusters Score -5115946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5087838.500000 Penalty: 5272.022461
	Iteration 0F: 3 clusters Score -5087838 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5098268.000000 Penalty: 5272.022461
	Iteration 1F: 3 clusters Score -5098268 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5098805.000000 Penalty: 5272.022461
	Iteration 2Q: 3 clusters Score -5098805 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5099460.500000 Penalty: 5272.022461
	Iteration 3Q: 3 clusters Score -5099460 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5100390.000000 Penalty: 5272.022461
	Iteration 4Q: 3 clusters Score -5100390 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5101668.500000 Penalty: 5272.022461
	Iteration 5F: 3 clusters Score -5101668 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5103307.000000 Penalty: 5272.022461
	Iteration 6F: 3 clusters Score -5103307 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -5105289.000000 Penalty: 5272.022461
	Iteration 7F: 3 clusters Score -5105289 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5107533.000000 Penalty: 5272.022461
	Iteration 8F: 3 clusters Score -5107533 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5109796.000000 Penalty: 5272.022461
	Iteration 9F: 3 clusters Score -5109796 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -5111602.000000 Penalty: 5272.022461
	Iteration 10F: 3 clusters Score -5111602 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5112848.500000 Penalty: 5272.022461
	Iteration 11Q: 3 clusters Score -5112848 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -5113554.500000 Penalty: 5272.022461
	Iteration 12Q: 3 clusters Score -5113554 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5114007.500000 Penalty: 5272.022461
	Iteration 13Q: 3 clusters Score -5114008 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5114312.000000 Penalty: 5272.022461
	Iteration 14Q: 3 clusters Score -5114312 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5114544.000000 Penalty: 5272.022461
	Iteration 15Q: 3 clusters Score -5114544 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5114761.500000 Penalty: 5272.022461
	Iteration 16Q: 3 clusters Score -5114762 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5114910.500000 Penalty: 5272.022461
	Iteration 17Q: 3 clusters Score -5114910 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5115043.000000 Penalty: 5272.022461
	Iteration 18Q: 3 clusters Score -5115043 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5115170.500000 Penalty: 5272.022461
	Iteration 19Q: 3 clusters Score -5115170 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5115261.500000 Penalty: 5272.022461
	Iteration 20F: 3 clusters Score -5115262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5115358.500000 Penalty: 5272.022461
	Iteration 21Q: 3 clusters Score -5115358 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5115437.000000 Penalty: 5272.022461
	Iteration 22Q: 3 clusters Score -5115437 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5115518.000000 Penalty: 5272.022461
	Iteration 23Q: 3 clusters Score -5115518 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5115565.500000 Penalty: 5272.022461
	Iteration 24Q: 3 clusters Score -5115566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5115625.000000 Penalty: 5272.022461
	Iteration 25Q: 3 clusters Score -5115625 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5115671.500000 Penalty: 5272.022461
	Iteration 26Q: 3 clusters Score -5115672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5115712.000000 Penalty: 5272.022461
	Iteration 27Q: 3 clusters Score -5115712 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5115750.000000 Penalty: 5272.022461
	Iteration 28Q: 3 clusters Score -5115750 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5115789.500000 Penalty: 5272.022461
	Iteration 29Q: 3 clusters Score -5115790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5115839.500000 Penalty: 5272.022461
	Iteration 30Q: 3 clusters Score -5115840 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5115873.500000 Penalty: 5272.022461
	Iteration 31Q: 3 clusters Score -5115874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5115934.000000 Penalty: 5272.022461
	Iteration 32Q: 3 clusters Score -5115934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -5115965.500000 Penalty: 5272.022461
	Iteration 33Q: 3 clusters Score -5115966 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5116009.500000 Penalty: 5272.022461
	Iteration 34Q: 3 clusters Score -5116010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5116051.500000 Penalty: 5272.022461
	Iteration 35Q: 3 clusters Score -5116052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5116092.500000 Penalty: 5272.022461
	Iteration 36Q: 3 clusters Score -5116092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -5116151.500000 Penalty: 5272.022461
	Iteration 37Q: 3 clusters Score -5116152 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5116177.000000 Penalty: 5272.022461
	Iteration 38Q: 3 clusters Score -5116177 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5116217.500000 Penalty: 5272.022461
	Iteration 39Q: 3 clusters Score -5116218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5116222.500000 Penalty: 5272.022461
	Iteration 40F: 3 clusters Score -5116222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5116248.000000 Penalty: 5272.022461
	Iteration 41Q: 3 clusters Score -5116248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5116278.500000 Penalty: 5272.022461
	Iteration 42Q: 3 clusters Score -5116278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5116286.000000 Penalty: 5272.022461
	Iteration 43Q: 3 clusters Score -5116286 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5116311.000000 Penalty: 5272.022461
	Iteration 44Q: 3 clusters Score -5116311 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5116337.000000 Penalty: 5272.022461
	Iteration 45Q: 3 clusters Score -5116337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5116350.500000 Penalty: 5272.022461
	Iteration 46Q: 3 clusters Score -5116350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5116363.500000 Penalty: 5272.022461
	Iteration 47Q: 3 clusters Score -5116364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5116375.000000 Penalty: 5272.022461
	Iteration 48Q: 3 clusters Score -5116375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5116370.500000 Penalty: 5272.022461
	Iteration 49Q: 3 clusters Score -5116370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5116384.000000 Penalty: 5272.022461
	Iteration 50Q: 3 clusters Score -5116384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5116377.000000 Penalty: 5272.022461
	Iteration 51Q: 3 clusters Score -5116377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5116385.500000 Penalty: 5272.022461
	Iteration 52Q: 3 clusters Score -5116386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5116398.000000 Penalty: 5272.022461
	Iteration 53Q: 3 clusters Score -5116398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5116386.000000 Penalty: 5272.022461
	Iteration 54Q: 3 clusters Score -5116386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5116402.000000 Penalty: 5272.022461
	Iteration 55Q: 3 clusters Score -5116402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5116406.000000 Penalty: 5272.022461
	Iteration 56Q: 3 clusters Score -5116406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -5116420.000000 Penalty: 5272.022461
	Iteration 57Q: 3 clusters Score -5116420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5116422.500000 Penalty: 5272.022461
	Iteration 58Q: 3 clusters Score -5116422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5116437.000000 Penalty: 5272.022461
	Iteration 59Q: 3 clusters Score -5116437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -5116427.000000 Penalty: 5272.022461
	Iteration 60F: 3 clusters Score -5116427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5116427.000000 Penalty: 5272.022461
	Iteration 61Q: 3 clusters Score -5116427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5116434.500000 Penalty: 5272.022461
	Iteration 62Q: 3 clusters Score -5116434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5116433.500000 Penalty: 5272.022461
	Iteration 63Q: 3 clusters Score -5116434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5116450.000000 Penalty: 5272.022461
	Iteration 64Q: 3 clusters Score -5116450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5116453.000000 Penalty: 5272.022461
	Iteration 65Q: 3 clusters Score -5116453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5116444.000000 Penalty: 5272.022461
	Iteration 66Q: 3 clusters Score -5116444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5116445.000000 Penalty: 5272.022461
	Iteration 67Q: 3 clusters Score -5116445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5116442.000000 Penalty: 5272.022461
	Iteration 68Q: 3 clusters Score -5116442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5116445.500000 Penalty: 5272.022461
	Iteration 69Q: 3 clusters Score -5116446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5116448.500000 Penalty: 5272.022461
	Iteration 70Q: 3 clusters Score -5116448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5116455.000000 Penalty: 5272.022461
	Iteration 71Q: 3 clusters Score -5116455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5116452.000000 Penalty: 5272.022461
	Iteration 72Q: 3 clusters Score -5116452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -5116454.500000 Penalty: 5272.022461
	Iteration 73Q: 3 clusters Score -5116454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5116453.500000 Penalty: 5272.022461
	Iteration 74Q: 3 clusters Score -5116454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5116456.000000 Penalty: 5272.022461
	Iteration 75Q: 3 clusters Score -5116456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5116457.500000 Penalty: 5272.022461
	Iteration 76Q: 3 clusters Score -5116458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5116459.000000 Penalty: 5272.022461
	Iteration 77Q: 3 clusters Score -5116459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5116459.000000 Penalty: 5272.022461
	Iteration 78Q: 3 clusters Score -5116459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5116459.000000 Penalty: 5272.022461
	Iteration 79F: 3 clusters Score -5116459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 473 members 
Mstep: Class 48 contains 28717 members 
Entering Unmasked Estep 
Score: -141999296.000000 Penalty: 166335.640625
Splitting cluster 24 changes total score from -141999472.000000 to -141999296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -172806.671875 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -172806.7 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 801 members 
Entering Unmasked Estep 
Score: -170548.390625 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -170548.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -171000.359375 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -171000.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -171242.968750 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -171243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171506.734375 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -171506.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171682.921875 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -171682.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171880.546875 Penalty: 3646.492676
	Iteration 5F: 3 clusters Score -171880.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -172097.671875 Penalty: 3646.492676
	Iteration 6F: 3 clusters Score -172097.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172317.921875 Penalty: 3646.492676
	Iteration 7F: 3 clusters Score -172317.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -172554.718750 Penalty: 3646.492676
	Iteration 8F: 3 clusters Score -172554.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -172775.187500 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -172775.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -172920.781250 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -172920.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -173012.921875 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -173012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -173062.281250 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -173062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -173113.593750 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -173113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -173149.453125 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -173149.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173185.843750 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -173185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -173199.906250 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -173199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -173201.718750 Penalty: 3646.492676
	Iteration 17Q: 3 clusters Score -173201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -173207.265625 Penalty: 3646.492676
	Iteration 18Q: 3 clusters Score -173207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173208.406250 Penalty: 3646.492676
	Iteration 19Q: 3 clusters Score -173208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173208.406250 Penalty: 3646.492676
	Iteration 20F: 3 clusters Score -173208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 473 members 
Mstep: Class 48 contains 569 members 
Entering Unmasked Estep 
Score: -141998224.000000 Penalty: 166335.640625
Splitting cluster 25 changes total score from -141999472.000000 to -141998224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Entering Unmasked Estep 
Score: -2603167.000000 Penalty: 2461.425293
	Iteration 0F: 2 clusters Score -2603167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2588922.000000 Penalty: 4922.850586
	Iteration 0F: 3 clusters Score -2588922 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2593956.500000 Penalty: 4922.850586
	Iteration 1F: 3 clusters Score -2593956 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2594623.500000 Penalty: 4922.850586
	Iteration 2F: 3 clusters Score -2594624 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2595304.250000 Penalty: 4922.850586
	Iteration 3F: 3 clusters Score -2595304 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2595974.000000 Penalty: 4922.850586
	Iteration 4F: 3 clusters Score -2595974 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2596692.250000 Penalty: 4922.850586
	Iteration 5F: 3 clusters Score -2596692 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2597518.750000 Penalty: 4922.850586
	Iteration 6F: 3 clusters Score -2597519 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2598424.750000 Penalty: 4922.850586
	Iteration 7F: 3 clusters Score -2598425 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2599195.000000 Penalty: 4922.850586
	Iteration 8Q: 3 clusters Score -2599195 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2599726.000000 Penalty: 4922.850586
	Iteration 9Q: 3 clusters Score -2599726 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2600038.250000 Penalty: 4922.850586
	Iteration 10Q: 3 clusters Score -2600038 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2600221.000000 Penalty: 4922.850586
	Iteration 11Q: 3 clusters Score -2600221 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2600339.500000 Penalty: 4922.850586
	Iteration 12Q: 3 clusters Score -2600340 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2600414.000000 Penalty: 4922.850586
	Iteration 13Q: 3 clusters Score -2600414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2600484.500000 Penalty: 4922.850586
	Iteration 14Q: 3 clusters Score -2600484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2600550.000000 Penalty: 4922.850586
	Iteration 15Q: 3 clusters Score -2600550 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2600612.750000 Penalty: 4922.850586
	Iteration 16Q: 3 clusters Score -2600613 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2600662.000000 Penalty: 4922.850586
	Iteration 17Q: 3 clusters Score -2600662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2600703.000000 Penalty: 4922.850586
	Iteration 18Q: 3 clusters Score -2600703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2600728.000000 Penalty: 4922.850586
	Iteration 19Q: 3 clusters Score -2600728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2600769.500000 Penalty: 4922.850586
	Iteration 20F: 3 clusters Score -2600770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2600807.500000 Penalty: 4922.850586
	Iteration 21Q: 3 clusters Score -2600808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2600842.750000 Penalty: 4922.850586
	Iteration 22Q: 3 clusters Score -2600843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2600890.750000 Penalty: 4922.850586
	Iteration 23Q: 3 clusters Score -2600891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2600903.000000 Penalty: 4922.850586
	Iteration 24Q: 3 clusters Score -2600903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2600930.000000 Penalty: 4922.850586
	Iteration 25Q: 3 clusters Score -2600930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2600958.500000 Penalty: 4922.850586
	Iteration 26Q: 3 clusters Score -2600958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2600993.500000 Penalty: 4922.850586
	Iteration 27Q: 3 clusters Score -2600994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2601023.750000 Penalty: 4922.850586
	Iteration 28Q: 3 clusters Score -2601024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2601048.750000 Penalty: 4922.850586
	Iteration 29Q: 3 clusters Score -2601049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2601068.250000 Penalty: 4922.850586
	Iteration 30Q: 3 clusters Score -2601068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2601097.500000 Penalty: 4922.850586
	Iteration 31Q: 3 clusters Score -2601098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2601124.250000 Penalty: 4922.850586
	Iteration 32Q: 3 clusters Score -2601124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2601147.750000 Penalty: 4922.850586
	Iteration 33Q: 3 clusters Score -2601148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2601163.250000 Penalty: 4922.850586
	Iteration 34Q: 3 clusters Score -2601163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2601174.000000 Penalty: 4922.850586
	Iteration 35Q: 3 clusters Score -2601174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2601179.750000 Penalty: 4922.850586
	Iteration 36Q: 3 clusters Score -2601180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2601182.000000 Penalty: 4922.850586
	Iteration 37Q: 3 clusters Score -2601182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2601187.250000 Penalty: 4922.850586
	Iteration 38Q: 3 clusters Score -2601187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2601195.500000 Penalty: 4922.850586
	Iteration 39Q: 3 clusters Score -2601196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2601202.750000 Penalty: 4922.850586
	Iteration 40F: 3 clusters Score -2601203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2601207.000000 Penalty: 4922.850586
	Iteration 41Q: 3 clusters Score -2601207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2601208.750000 Penalty: 4922.850586
	Iteration 42Q: 3 clusters Score -2601209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2601207.000000 Penalty: 4922.850586
	Iteration 43Q: 3 clusters Score -2601207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2601213.000000 Penalty: 4922.850586
	Iteration 44Q: 3 clusters Score -2601213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2601215.000000 Penalty: 4922.850586
	Iteration 45Q: 3 clusters Score -2601215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2601219.250000 Penalty: 4922.850586
	Iteration 46Q: 3 clusters Score -2601219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2601230.000000 Penalty: 4922.850586
	Iteration 47Q: 3 clusters Score -2601230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2601228.250000 Penalty: 4922.850586
	Iteration 48Q: 3 clusters Score -2601228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2601229.750000 Penalty: 4922.850586
	Iteration 49Q: 3 clusters Score -2601230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2601237.500000 Penalty: 4922.850586
	Iteration 50Q: 3 clusters Score -2601238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2601235.250000 Penalty: 4922.850586
	Iteration 51Q: 3 clusters Score -2601235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2601239.750000 Penalty: 4922.850586
	Iteration 52Q: 3 clusters Score -2601240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2601241.500000 Penalty: 4922.850586
	Iteration 53Q: 3 clusters Score -2601242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2601242.500000 Penalty: 4922.850586
	Iteration 54Q: 3 clusters Score -2601242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2601241.750000 Penalty: 4922.850586
	Iteration 55Q: 3 clusters Score -2601242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2601242.500000 Penalty: 4922.850586
	Iteration 56Q: 3 clusters Score -2601242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2601242.000000 Penalty: 4922.850586
	Iteration 57Q: 3 clusters Score -2601242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2601250.500000 Penalty: 4922.850586
	Iteration 58Q: 3 clusters Score -2601250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2601250.000000 Penalty: 4922.850586
	Iteration 59Q: 3 clusters Score -2601250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2601247.250000 Penalty: 4922.850586
	Iteration 60F: 3 clusters Score -2601247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2601245.750000 Penalty: 4922.850586
	Iteration 61Q: 3 clusters Score -2601246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2601249.750000 Penalty: 4922.850586
	Iteration 62Q: 3 clusters Score -2601250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2601249.750000 Penalty: 4922.850586
	Iteration 63F: 3 clusters Score -2601250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -31232.736328 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -31232.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30009.902344 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -30009.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30171.519531 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -30171.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30245.509766 Penalty: 2867.248779
	Iteration 2Q: 3 clusters Score -30245.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30257.535156 Penalty: 2867.248779
	Iteration 3Q: 3 clusters Score -30257.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30267.464844 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -30267.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30271.203125 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -30271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30273.853516 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -30273.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30275.373047 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -30275.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30278.085938 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -30278.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30281.281250 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -30281.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30281.281250 Penalty: 2867.248779
	Iteration 10F: 3 clusters Score -30281.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1326847.375000 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -1326847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1318542.125000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -1318542 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1321098.625000 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -1321099 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1321484.625000 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -1321485 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1321795.625000 Penalty: 4618.524902
	Iteration 3F: 3 clusters Score -1321796 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1322096.875000 Penalty: 4618.524902
	Iteration 4Q: 3 clusters Score -1322097 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1322427.125000 Penalty: 4618.524902
	Iteration 5F: 3 clusters Score -1322427 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1322776.125000 Penalty: 4618.524902
	Iteration 6F: 3 clusters Score -1322776 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1323109.250000 Penalty: 4618.524902
	Iteration 7Q: 3 clusters Score -1323109 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1323428.375000 Penalty: 4618.524902
	Iteration 8Q: 3 clusters Score -1323428 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1323670.000000 Penalty: 4618.524902
	Iteration 9Q: 3 clusters Score -1323670 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1323849.000000 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -1323849 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1323981.125000 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -1323981 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1324102.750000 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -1324103 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1324220.875000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -1324221 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1324321.500000 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -1324322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1324414.875000 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -1324415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1324537.750000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -1324538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1324665.500000 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -1324666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1324763.375000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -1324763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1324875.500000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -1324876 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1324981.000000 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -1324981 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1325086.750000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -1325087 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1325191.250000 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -1325191 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1325281.250000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -1325281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1325353.250000 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -1325353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1325393.625000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -1325394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1325426.125000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -1325426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1325448.750000 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -1325449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1325463.875000 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -1325464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1325476.125000 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -1325476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1325486.250000 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -1325486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1325496.000000 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -1325496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1325505.000000 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -1325505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1325511.250000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -1325511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1325516.125000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -1325516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1325514.625000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -1325515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1325518.500000 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -1325518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1325518.000000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -1325518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1325519.375000 Penalty: 4618.524902
	Iteration 38Q: 3 clusters Score -1325519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1325519.375000 Penalty: 4618.524902
	Iteration 39F: 3 clusters Score -1325519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Entering Unmasked Estep 
Score: -1585592.500000 Penalty: 2348.600586
	Iteration 0F: 2 clusters Score -1585592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1576098.125000 Penalty: 4697.201172
	Iteration 0F: 3 clusters Score -1576098 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1579448.750000 Penalty: 4697.201172
	Iteration 1F: 3 clusters Score -1579449 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1580266.500000 Penalty: 4697.201172
	Iteration 2F: 3 clusters Score -1580266 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1581177.250000 Penalty: 4697.201172
	Iteration 3F: 3 clusters Score -1581177 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1582141.500000 Penalty: 4697.201172
	Iteration 4F: 3 clusters Score -1582142 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1582992.000000 Penalty: 4697.201172
	Iteration 5F: 3 clusters Score -1582992 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1583547.500000 Penalty: 4697.201172
	Iteration 6F: 3 clusters Score -1583548 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1583883.500000 Penalty: 4697.201172
	Iteration 7Q: 3 clusters Score -1583884 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1584112.625000 Penalty: 4697.201172
	Iteration 8Q: 3 clusters Score -1584113 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1584277.625000 Penalty: 4697.201172
	Iteration 9Q: 3 clusters Score -1584278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1584389.500000 Penalty: 4697.201172
	Iteration 10Q: 3 clusters Score -1584390 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1584455.750000 Penalty: 4697.201172
	Iteration 11Q: 3 clusters Score -1584456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1584509.875000 Penalty: 4697.201172
	Iteration 12Q: 3 clusters Score -1584510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1584551.875000 Penalty: 4697.201172
	Iteration 13Q: 3 clusters Score -1584552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1584596.500000 Penalty: 4697.201172
	Iteration 14Q: 3 clusters Score -1584596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1584634.625000 Penalty: 4697.201172
	Iteration 15Q: 3 clusters Score -1584635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1584672.500000 Penalty: 4697.201172
	Iteration 16Q: 3 clusters Score -1584672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1584701.250000 Penalty: 4697.201172
	Iteration 17Q: 3 clusters Score -1584701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1584727.125000 Penalty: 4697.201172
	Iteration 18Q: 3 clusters Score -1584727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1584745.375000 Penalty: 4697.201172
	Iteration 19Q: 3 clusters Score -1584745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1584762.625000 Penalty: 4697.201172
	Iteration 20F: 3 clusters Score -1584763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1584773.625000 Penalty: 4697.201172
	Iteration 21Q: 3 clusters Score -1584774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1584782.625000 Penalty: 4697.201172
	Iteration 22Q: 3 clusters Score -1584783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1584785.000000 Penalty: 4697.201172
	Iteration 23Q: 3 clusters Score -1584785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1584791.875000 Penalty: 4697.201172
	Iteration 24Q: 3 clusters Score -1584792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1584794.250000 Penalty: 4697.201172
	Iteration 25Q: 3 clusters Score -1584794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1584800.875000 Penalty: 4697.201172
	Iteration 26Q: 3 clusters Score -1584801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1584805.000000 Penalty: 4697.201172
	Iteration 27Q: 3 clusters Score -1584805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1584806.500000 Penalty: 4697.201172
	Iteration 28Q: 3 clusters Score -1584806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1584812.000000 Penalty: 4697.201172
	Iteration 29Q: 3 clusters Score -1584812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1584811.750000 Penalty: 4697.201172
	Iteration 30Q: 3 clusters Score -1584812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1584812.625000 Penalty: 4697.201172
	Iteration 31Q: 3 clusters Score -1584813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1584812.750000 Penalty: 4697.201172
	Iteration 32Q: 3 clusters Score -1584813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1584814.125000 Penalty: 4697.201172
	Iteration 33Q: 3 clusters Score -1584814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1584812.875000 Penalty: 4697.201172
	Iteration 34Q: 3 clusters Score -1584813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1584814.750000 Penalty: 4697.201172
	Iteration 35Q: 3 clusters Score -1584815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1584813.750000 Penalty: 4697.201172
	Iteration 36Q: 3 clusters Score -1584814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1584815.125000 Penalty: 4697.201172
	Iteration 37Q: 3 clusters Score -1584815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1584815.000000 Penalty: 4697.201172
	Iteration 38Q: 3 clusters Score -1584815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1584817.500000 Penalty: 4697.201172
	Iteration 39Q: 3 clusters Score -1584818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1584816.750000 Penalty: 4697.201172
	Iteration 40F: 3 clusters Score -1584817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1584817.000000 Penalty: 4697.201172
	Iteration 41Q: 3 clusters Score -1584817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1584818.250000 Penalty: 4697.201172
	Iteration 42Q: 3 clusters Score -1584818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1584819.125000 Penalty: 4697.201172
	Iteration 43Q: 3 clusters Score -1584819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1584818.750000 Penalty: 4697.201172
	Iteration 44Q: 3 clusters Score -1584819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1584820.625000 Penalty: 4697.201172
	Iteration 45Q: 3 clusters Score -1584821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1584820.250000 Penalty: 4697.201172
	Iteration 46Q: 3 clusters Score -1584820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1584823.625000 Penalty: 4697.201172
	Iteration 47Q: 3 clusters Score -1584824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1584824.250000 Penalty: 4697.201172
	Iteration 48Q: 3 clusters Score -1584824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1584827.500000 Penalty: 4697.201172
	Iteration 49Q: 3 clusters Score -1584828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1584826.750000 Penalty: 4697.201172
	Iteration 50Q: 3 clusters Score -1584827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1584826.375000 Penalty: 4697.201172
	Iteration 51Q: 3 clusters Score -1584826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1584828.250000 Penalty: 4697.201172
	Iteration 52Q: 3 clusters Score -1584828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1584831.750000 Penalty: 4697.201172
	Iteration 53Q: 3 clusters Score -1584832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1584837.125000 Penalty: 4697.201172
	Iteration 54Q: 3 clusters Score -1584837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1584837.000000 Penalty: 4697.201172
	Iteration 55Q: 3 clusters Score -1584837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1584846.000000 Penalty: 4697.201172
	Iteration 56Q: 3 clusters Score -1584846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1584845.750000 Penalty: 4697.201172
	Iteration 57Q: 3 clusters Score -1584846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1584854.125000 Penalty: 4697.201172
	Iteration 58Q: 3 clusters Score -1584854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1584858.250000 Penalty: 4697.201172
	Iteration 59Q: 3 clusters Score -1584858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1584864.750000 Penalty: 4697.201172
	Iteration 60F: 3 clusters Score -1584865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1584868.875000 Penalty: 4697.201172
	Iteration 61Q: 3 clusters Score -1584869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1584877.500000 Penalty: 4697.201172
	Iteration 62Q: 3 clusters Score -1584878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1584881.375000 Penalty: 4697.201172
	Iteration 63Q: 3 clusters Score -1584881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1584886.375000 Penalty: 4697.201172
	Iteration 64Q: 3 clusters Score -1584886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1584893.500000 Penalty: 4697.201172
	Iteration 65Q: 3 clusters Score -1584894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1584897.000000 Penalty: 4697.201172
	Iteration 66Q: 3 clusters Score -1584897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1584901.000000 Penalty: 4697.201172
	Iteration 67Q: 3 clusters Score -1584901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1584901.500000 Penalty: 4697.201172
	Iteration 68Q: 3 clusters Score -1584902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1584903.875000 Penalty: 4697.201172
	Iteration 69Q: 3 clusters Score -1584904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1584911.500000 Penalty: 4697.201172
	Iteration 70Q: 3 clusters Score -1584912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1584918.500000 Penalty: 4697.201172
	Iteration 71Q: 3 clusters Score -1584918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1584921.875000 Penalty: 4697.201172
	Iteration 72Q: 3 clusters Score -1584922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1584927.875000 Penalty: 4697.201172
	Iteration 73Q: 3 clusters Score -1584928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1584934.250000 Penalty: 4697.201172
	Iteration 74Q: 3 clusters Score -1584934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1584945.500000 Penalty: 4697.201172
	Iteration 75Q: 3 clusters Score -1584946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1584946.375000 Penalty: 4697.201172
	Iteration 76Q: 3 clusters Score -1584946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1584947.375000 Penalty: 4697.201172
	Iteration 77Q: 3 clusters Score -1584947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1584948.125000 Penalty: 4697.201172
	Iteration 78Q: 3 clusters Score -1584948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1584949.375000 Penalty: 4697.201172
	Iteration 79Q: 3 clusters Score -1584949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1584949.750000 Penalty: 4697.201172
	Iteration 80F: 3 clusters Score -1584950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1584950.875000 Penalty: 4697.201172
	Iteration 81Q: 3 clusters Score -1584951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1584951.250000 Penalty: 4697.201172
	Iteration 82Q: 3 clusters Score -1584951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1584955.125000 Penalty: 4697.201172
	Iteration 83Q: 3 clusters Score -1584955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1584954.125000 Penalty: 4697.201172
	Iteration 84Q: 3 clusters Score -1584954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1584957.250000 Penalty: 4697.201172
	Iteration 85Q: 3 clusters Score -1584957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1584957.250000 Penalty: 4697.201172
	Iteration 86F: 3 clusters Score -1584957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -860516.562500 Penalty: 2187.826416
	Iteration 0F: 2 clusters Score -860516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -854906.625000 Penalty: 4375.652832
	Iteration 0F: 3 clusters Score -854906.6 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -856317.875000 Penalty: 4375.652832
	Iteration 1F: 3 clusters Score -856317.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -856527.500000 Penalty: 4375.652832
	Iteration 2F: 3 clusters Score -856527.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -856652.750000 Penalty: 4375.652832
	Iteration 3Q: 3 clusters Score -856652.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -856758.562500 Penalty: 4375.652832
	Iteration 4Q: 3 clusters Score -856758.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -856900.250000 Penalty: 4375.652832
	Iteration 5Q: 3 clusters Score -856900.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -857078.312500 Penalty: 4375.652832
	Iteration 6Q: 3 clusters Score -857078.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -857359.312500 Penalty: 4375.652832
	Iteration 7Q: 3 clusters Score -857359.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -857702.750000 Penalty: 4375.652832
	Iteration 8F: 3 clusters Score -857702.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -858065.437500 Penalty: 4375.652832
	Iteration 9F: 3 clusters Score -858065.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -858410.687500 Penalty: 4375.652832
	Iteration 10F: 3 clusters Score -858410.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -858708.625000 Penalty: 4375.652832
	Iteration 11F: 3 clusters Score -858708.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -858913.250000 Penalty: 4375.652832
	Iteration 12Q: 3 clusters Score -858913.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -859028.937500 Penalty: 4375.652832
	Iteration 13Q: 3 clusters Score -859028.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -859094.500000 Penalty: 4375.652832
	Iteration 14Q: 3 clusters Score -859094.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -859141.000000 Penalty: 4375.652832
	Iteration 15Q: 3 clusters Score -859141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -859168.812500 Penalty: 4375.652832
	Iteration 16Q: 3 clusters Score -859168.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -859187.437500 Penalty: 4375.652832
	Iteration 17Q: 3 clusters Score -859187.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -859203.562500 Penalty: 4375.652832
	Iteration 18Q: 3 clusters Score -859203.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -859221.062500 Penalty: 4375.652832
	Iteration 19Q: 3 clusters Score -859221.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -859234.250000 Penalty: 4375.652832
	Iteration 20F: 3 clusters Score -859234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -859245.937500 Penalty: 4375.652832
	Iteration 21Q: 3 clusters Score -859245.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -859254.812500 Penalty: 4375.652832
	Iteration 22Q: 3 clusters Score -859254.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -859260.875000 Penalty: 4375.652832
	Iteration 23Q: 3 clusters Score -859260.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -859266.812500 Penalty: 4375.652832
	Iteration 24Q: 3 clusters Score -859266.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -859275.062500 Penalty: 4375.652832
	Iteration 25Q: 3 clusters Score -859275.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -859288.687500 Penalty: 4375.652832
	Iteration 26Q: 3 clusters Score -859288.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -859302.500000 Penalty: 4375.652832
	Iteration 27Q: 3 clusters Score -859302.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -859311.500000 Penalty: 4375.652832
	Iteration 28Q: 3 clusters Score -859311.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -859320.250000 Penalty: 4375.652832
	Iteration 29Q: 3 clusters Score -859320.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -859327.937500 Penalty: 4375.652832
	Iteration 30Q: 3 clusters Score -859327.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -859333.687500 Penalty: 4375.652832
	Iteration 31Q: 3 clusters Score -859333.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -859345.312500 Penalty: 4375.652832
	Iteration 32Q: 3 clusters Score -859345.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -859348.500000 Penalty: 4375.652832
	Iteration 33Q: 3 clusters Score -859348.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -859352.812500 Penalty: 4375.652832
	Iteration 34Q: 3 clusters Score -859352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -859360.750000 Penalty: 4375.652832
	Iteration 35Q: 3 clusters Score -859360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -859367.062500 Penalty: 4375.652832
	Iteration 36Q: 3 clusters Score -859367.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -859376.375000 Penalty: 4375.652832
	Iteration 37Q: 3 clusters Score -859376.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -859384.312500 Penalty: 4375.652832
	Iteration 38Q: 3 clusters Score -859384.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -859389.187500 Penalty: 4375.652832
	Iteration 39Q: 3 clusters Score -859389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -859392.375000 Penalty: 4375.652832
	Iteration 40F: 3 clusters Score -859392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -859392.375000 Penalty: 4375.652832
	Iteration 41Q: 3 clusters Score -859392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -859394.500000 Penalty: 4375.652832
	Iteration 42Q: 3 clusters Score -859394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -859397.937500 Penalty: 4375.652832
	Iteration 43Q: 3 clusters Score -859397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -859398.875000 Penalty: 4375.652832
	Iteration 44Q: 3 clusters Score -859398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -859400.312500 Penalty: 4375.652832
	Iteration 45Q: 3 clusters Score -859400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -859398.312500 Penalty: 4375.652832
	Iteration 46Q: 3 clusters Score -859398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -859398.875000 Penalty: 4375.652832
	Iteration 47Q: 3 clusters Score -859398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -859399.750000 Penalty: 4375.652832
	Iteration 48Q: 3 clusters Score -859399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -859399.750000 Penalty: 4375.652832
	Iteration 49F: 3 clusters Score -859399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -661376.562500 Penalty: 2124.552734
	Iteration 0F: 2 clusters Score -661376.6 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 2639 members 
Entering Unmasked Estep 
Score: -656693.875000 Penalty: 4249.105469
	Iteration 0F: 3 clusters Score -656693.9 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -657836.937500 Penalty: 4249.105469
	Iteration 1F: 3 clusters Score -657836.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -658051.250000 Penalty: 4249.105469
	Iteration 2F: 3 clusters Score -658051.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -658201.000000 Penalty: 4249.105469
	Iteration 3Q: 3 clusters Score -658201 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -658304.687500 Penalty: 4249.105469
	Iteration 4Q: 3 clusters Score -658304.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -658373.125000 Penalty: 4249.105469
	Iteration 5Q: 3 clusters Score -658373.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -658431.125000 Penalty: 4249.105469
	Iteration 6Q: 3 clusters Score -658431.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -658473.125000 Penalty: 4249.105469
	Iteration 7Q: 3 clusters Score -658473.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -658501.500000 Penalty: 4249.105469
	Iteration 8Q: 3 clusters Score -658501.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -658519.937500 Penalty: 4249.105469
	Iteration 9Q: 3 clusters Score -658519.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -658542.250000 Penalty: 4249.105469
	Iteration 10Q: 3 clusters Score -658542.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -658564.187500 Penalty: 4249.105469
	Iteration 11Q: 3 clusters Score -658564.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -658586.125000 Penalty: 4249.105469
	Iteration 12Q: 3 clusters Score -658586.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -658611.750000 Penalty: 4249.105469
	Iteration 13Q: 3 clusters Score -658611.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -658633.250000 Penalty: 4249.105469
	Iteration 14Q: 3 clusters Score -658633.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -658663.375000 Penalty: 4249.105469
	Iteration 15Q: 3 clusters Score -658663.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -658705.687500 Penalty: 4249.105469
	Iteration 16Q: 3 clusters Score -658705.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -658744.375000 Penalty: 4249.105469
	Iteration 17Q: 3 clusters Score -658744.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -658786.312500 Penalty: 4249.105469
	Iteration 18Q: 3 clusters Score -658786.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -658833.187500 Penalty: 4249.105469
	Iteration 19Q: 3 clusters Score -658833.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -658885.812500 Penalty: 4249.105469
	Iteration 20F: 3 clusters Score -658885.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -658937.312500 Penalty: 4249.105469
	Iteration 21Q: 3 clusters Score -658937.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -659004.750000 Penalty: 4249.105469
	Iteration 22Q: 3 clusters Score -659004.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -659055.875000 Penalty: 4249.105469
	Iteration 23Q: 3 clusters Score -659055.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -659111.812500 Penalty: 4249.105469
	Iteration 24Q: 3 clusters Score -659111.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -659167.000000 Penalty: 4249.105469
	Iteration 25Q: 3 clusters Score -659167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -659206.062500 Penalty: 4249.105469
	Iteration 26Q: 3 clusters Score -659206.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -659241.687500 Penalty: 4249.105469
	Iteration 27Q: 3 clusters Score -659241.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -659277.062500 Penalty: 4249.105469
	Iteration 28Q: 3 clusters Score -659277.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -659312.125000 Penalty: 4249.105469
	Iteration 29Q: 3 clusters Score -659312.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -659336.125000 Penalty: 4249.105469
	Iteration 30Q: 3 clusters Score -659336.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -659354.500000 Penalty: 4249.105469
	Iteration 31Q: 3 clusters Score -659354.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -659364.187500 Penalty: 4249.105469
	Iteration 32Q: 3 clusters Score -659364.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -659375.062500 Penalty: 4249.105469
	Iteration 33Q: 3 clusters Score -659375.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -659385.562500 Penalty: 4249.105469
	Iteration 34Q: 3 clusters Score -659385.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -659397.687500 Penalty: 4249.105469
	Iteration 35Q: 3 clusters Score -659397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -659407.312500 Penalty: 4249.105469
	Iteration 36Q: 3 clusters Score -659407.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -659413.812500 Penalty: 4249.105469
	Iteration 37Q: 3 clusters Score -659413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -659418.812500 Penalty: 4249.105469
	Iteration 38Q: 3 clusters Score -659418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -659425.187500 Penalty: 4249.105469
	Iteration 39Q: 3 clusters Score -659425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -659432.875000 Penalty: 4249.105469
	Iteration 40F: 3 clusters Score -659432.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -659437.500000 Penalty: 4249.105469
	Iteration 41Q: 3 clusters Score -659437.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -659442.375000 Penalty: 4249.105469
	Iteration 42Q: 3 clusters Score -659442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -659448.937500 Penalty: 4249.105469
	Iteration 43Q: 3 clusters Score -659448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -659452.562500 Penalty: 4249.105469
	Iteration 44Q: 3 clusters Score -659452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -659457.062500 Penalty: 4249.105469
	Iteration 45Q: 3 clusters Score -659457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -659462.562500 Penalty: 4249.105469
	Iteration 46Q: 3 clusters Score -659462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -659465.750000 Penalty: 4249.105469
	Iteration 47Q: 3 clusters Score -659465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -659466.062500 Penalty: 4249.105469
	Iteration 48Q: 3 clusters Score -659466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -659467.875000 Penalty: 4249.105469
	Iteration 49Q: 3 clusters Score -659467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -659471.562500 Penalty: 4249.105469
	Iteration 50Q: 3 clusters Score -659471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -659474.500000 Penalty: 4249.105469
	Iteration 51Q: 3 clusters Score -659474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -659478.187500 Penalty: 4249.105469
	Iteration 52Q: 3 clusters Score -659478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -659482.937500 Penalty: 4249.105469
	Iteration 53Q: 3 clusters Score -659482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -659484.625000 Penalty: 4249.105469
	Iteration 54Q: 3 clusters Score -659484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -659490.062500 Penalty: 4249.105469
	Iteration 55Q: 3 clusters Score -659490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -659496.437500 Penalty: 4249.105469
	Iteration 56Q: 3 clusters Score -659496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -659506.375000 Penalty: 4249.105469
	Iteration 57Q: 3 clusters Score -659506.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -659512.250000 Penalty: 4249.105469
	Iteration 58Q: 3 clusters Score -659512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -659518.000000 Penalty: 4249.105469
	Iteration 59Q: 3 clusters Score -659518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -659524.375000 Penalty: 4249.105469
	Iteration 60F: 3 clusters Score -659524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -659527.750000 Penalty: 4249.105469
	Iteration 61Q: 3 clusters Score -659527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -659531.687500 Penalty: 4249.105469
	Iteration 62Q: 3 clusters Score -659531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -659535.250000 Penalty: 4249.105469
	Iteration 63Q: 3 clusters Score -659535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -659540.000000 Penalty: 4249.105469
	Iteration 64Q: 3 clusters Score -659540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -659544.875000 Penalty: 4249.105469
	Iteration 65Q: 3 clusters Score -659544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -659546.625000 Penalty: 4249.105469
	Iteration 66Q: 3 clusters Score -659546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -659549.437500 Penalty: 4249.105469
	Iteration 67Q: 3 clusters Score -659549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -659551.625000 Penalty: 4249.105469
	Iteration 68Q: 3 clusters Score -659551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -659555.750000 Penalty: 4249.105469
	Iteration 69Q: 3 clusters Score -659555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -659558.000000 Penalty: 4249.105469
	Iteration 70Q: 3 clusters Score -659558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -659562.187500 Penalty: 4249.105469
	Iteration 71Q: 3 clusters Score -659562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -659568.000000 Penalty: 4249.105469
	Iteration 72Q: 3 clusters Score -659568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -659572.937500 Penalty: 4249.105469
	Iteration 73Q: 3 clusters Score -659572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -659576.937500 Penalty: 4249.105469
	Iteration 74Q: 3 clusters Score -659576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -659582.750000 Penalty: 4249.105469
	Iteration 75Q: 3 clusters Score -659582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -659586.250000 Penalty: 4249.105469
	Iteration 76Q: 3 clusters Score -659586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -659587.312500 Penalty: 4249.105469
	Iteration 77Q: 3 clusters Score -659587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -659588.750000 Penalty: 4249.105469
	Iteration 78Q: 3 clusters Score -659588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -659590.937500 Penalty: 4249.105469
	Iteration 79Q: 3 clusters Score -659590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -659592.875000 Penalty: 4249.105469
	Iteration 80F: 3 clusters Score -659592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -659591.812500 Penalty: 4249.105469
	Iteration 81Q: 3 clusters Score -659591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -659593.687500 Penalty: 4249.105469
	Iteration 82Q: 3 clusters Score -659593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -659593.937500 Penalty: 4249.105469
	Iteration 83Q: 3 clusters Score -659593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -659594.000000 Penalty: 4249.105469
	Iteration 84Q: 3 clusters Score -659594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -659595.500000 Penalty: 4249.105469
	Iteration 85Q: 3 clusters Score -659595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -659595.500000 Penalty: 4249.105469
	Iteration 86F: 3 clusters Score -659595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Entering Unmasked Estep 
Score: -1940150.125000 Penalty: 2412.958008
	Iteration 0F: 2 clusters Score -1940150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1928200.750000 Penalty: 4825.916016
	Iteration 0F: 3 clusters Score -1928201 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1932439.375000 Penalty: 4825.916016
	Iteration 1F: 3 clusters Score -1932439 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1933246.125000 Penalty: 4825.916016
	Iteration 2F: 3 clusters Score -1933246 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1934045.125000 Penalty: 4825.916016
	Iteration 3F: 3 clusters Score -1934045 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1934916.000000 Penalty: 4825.916016
	Iteration 4F: 3 clusters Score -1934916 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1935768.250000 Penalty: 4825.916016
	Iteration 5F: 3 clusters Score -1935768 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1936438.625000 Penalty: 4825.916016
	Iteration 6F: 3 clusters Score -1936439 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1936988.625000 Penalty: 4825.916016
	Iteration 7F: 3 clusters Score -1936989 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1937426.750000 Penalty: 4825.916016
	Iteration 8Q: 3 clusters Score -1937427 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1937764.625000 Penalty: 4825.916016
	Iteration 9Q: 3 clusters Score -1937765 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1937977.875000 Penalty: 4825.916016
	Iteration 10Q: 3 clusters Score -1937978 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1938131.750000 Penalty: 4825.916016
	Iteration 11Q: 3 clusters Score -1938132 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1938247.500000 Penalty: 4825.916016
	Iteration 12Q: 3 clusters Score -1938248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1938320.250000 Penalty: 4825.916016
	Iteration 13Q: 3 clusters Score -1938320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1938380.125000 Penalty: 4825.916016
	Iteration 14Q: 3 clusters Score -1938380 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1938428.625000 Penalty: 4825.916016
	Iteration 15Q: 3 clusters Score -1938429 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1938467.500000 Penalty: 4825.916016
	Iteration 16Q: 3 clusters Score -1938468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1938495.750000 Penalty: 4825.916016
	Iteration 17Q: 3 clusters Score -1938496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1938511.000000 Penalty: 4825.916016
	Iteration 18Q: 3 clusters Score -1938511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1938535.125000 Penalty: 4825.916016
	Iteration 19Q: 3 clusters Score -1938535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1938541.125000 Penalty: 4825.916016
	Iteration 20F: 3 clusters Score -1938541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1938541.750000 Penalty: 4825.916016
	Iteration 21Q: 3 clusters Score -1938542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1938549.250000 Penalty: 4825.916016
	Iteration 22Q: 3 clusters Score -1938549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1938552.375000 Penalty: 4825.916016
	Iteration 23Q: 3 clusters Score -1938552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1938560.250000 Penalty: 4825.916016
	Iteration 24Q: 3 clusters Score -1938560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1938562.000000 Penalty: 4825.916016
	Iteration 25Q: 3 clusters Score -1938562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1938563.875000 Penalty: 4825.916016
	Iteration 26Q: 3 clusters Score -1938564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1938564.250000 Penalty: 4825.916016
	Iteration 27Q: 3 clusters Score -1938564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1938570.375000 Penalty: 4825.916016
	Iteration 28Q: 3 clusters Score -1938570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1938573.375000 Penalty: 4825.916016
	Iteration 29Q: 3 clusters Score -1938573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1938575.500000 Penalty: 4825.916016
	Iteration 30Q: 3 clusters Score -1938576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1938582.750000 Penalty: 4825.916016
	Iteration 31Q: 3 clusters Score -1938583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1938584.875000 Penalty: 4825.916016
	Iteration 32Q: 3 clusters Score -1938585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1938588.125000 Penalty: 4825.916016
	Iteration 33Q: 3 clusters Score -1938588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1938595.000000 Penalty: 4825.916016
	Iteration 34Q: 3 clusters Score -1938595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1938595.750000 Penalty: 4825.916016
	Iteration 35Q: 3 clusters Score -1938596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1938595.000000 Penalty: 4825.916016
	Iteration 36Q: 3 clusters Score -1938595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1938598.625000 Penalty: 4825.916016
	Iteration 37Q: 3 clusters Score -1938599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1938599.125000 Penalty: 4825.916016
	Iteration 38Q: 3 clusters Score -1938599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1938598.250000 Penalty: 4825.916016
	Iteration 39Q: 3 clusters Score -1938598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1938600.375000 Penalty: 4825.916016
	Iteration 40F: 3 clusters Score -1938600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1938599.875000 Penalty: 4825.916016
	Iteration 41Q: 3 clusters Score -1938600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1938601.500000 Penalty: 4825.916016
	Iteration 42Q: 3 clusters Score -1938602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1938602.125000 Penalty: 4825.916016
	Iteration 43Q: 3 clusters Score -1938602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1938602.375000 Penalty: 4825.916016
	Iteration 44Q: 3 clusters Score -1938602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1938604.000000 Penalty: 4825.916016
	Iteration 45Q: 3 clusters Score -1938604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1938603.250000 Penalty: 4825.916016
	Iteration 46Q: 3 clusters Score -1938603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1938604.625000 Penalty: 4825.916016
	Iteration 47Q: 3 clusters Score -1938605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1938602.125000 Penalty: 4825.916016
	Iteration 48Q: 3 clusters Score -1938602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1938605.125000 Penalty: 4825.916016
	Iteration 49Q: 3 clusters Score -1938605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1938605.875000 Penalty: 4825.916016
	Iteration 50Q: 3 clusters Score -1938606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1938605.875000 Penalty: 4825.916016
	Iteration 51F: 3 clusters Score -1938606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -285355.375000 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -285355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -282454.687500 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -282454.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283004.625000 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -283004.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -283165.218750 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -283165.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283260.531250 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -283260.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283312.031250 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -283312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -283337.625000 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -283337.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -283354.437500 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -283354.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283367.625000 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -283367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -283378.937500 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -283378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -283388.937500 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -283388.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -283395.562500 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -283395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -283406.062500 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -283406.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -283412.375000 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -283412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -283419.218750 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -283419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -283423.000000 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -283423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -283427.000000 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -283427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -283428.843750 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -283428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -283429.250000 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -283429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -283429.250000 Penalty: 3853.192383
	Iteration 18F: 3 clusters Score -283429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Entering Unmasked Estep 
Score: -1159871.125000 Penalty: 2260.911621
	Iteration 0F: 2 clusters Score -1159871 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 4633 members 
Entering Unmasked Estep 
Score: -1152731.250000 Penalty: 4521.823242
	Iteration 0F: 3 clusters Score -1152731 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1154644.875000 Penalty: 4521.823242
	Iteration 1F: 3 clusters Score -1154645 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1154924.000000 Penalty: 4521.823242
	Iteration 2F: 3 clusters Score -1154924 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1155162.875000 Penalty: 4521.823242
	Iteration 3F: 3 clusters Score -1155163 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1155402.125000 Penalty: 4521.823242
	Iteration 4Q: 3 clusters Score -1155402 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1155654.500000 Penalty: 4521.823242
	Iteration 5Q: 3 clusters Score -1155654 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1155950.750000 Penalty: 4521.823242
	Iteration 6Q: 3 clusters Score -1155951 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1156272.625000 Penalty: 4521.823242
	Iteration 7Q: 3 clusters Score -1156273 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1156619.500000 Penalty: 4521.823242
	Iteration 8Q: 3 clusters Score -1156620 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1156991.250000 Penalty: 4521.823242
	Iteration 9Q: 3 clusters Score -1156991 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1157283.375000 Penalty: 4521.823242
	Iteration 10Q: 3 clusters Score -1157283 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1157528.000000 Penalty: 4521.823242
	Iteration 11Q: 3 clusters Score -1157528 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1157696.500000 Penalty: 4521.823242
	Iteration 12Q: 3 clusters Score -1157696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1157819.875000 Penalty: 4521.823242
	Iteration 13Q: 3 clusters Score -1157820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1157883.250000 Penalty: 4521.823242
	Iteration 14Q: 3 clusters Score -1157883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1157920.125000 Penalty: 4521.823242
	Iteration 15Q: 3 clusters Score -1157920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1157954.250000 Penalty: 4521.823242
	Iteration 16Q: 3 clusters Score -1157954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1157975.250000 Penalty: 4521.823242
	Iteration 17Q: 3 clusters Score -1157975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1157992.125000 Penalty: 4521.823242
	Iteration 18Q: 3 clusters Score -1157992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1158002.625000 Penalty: 4521.823242
	Iteration 19Q: 3 clusters Score -1158003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1158011.625000 Penalty: 4521.823242
	Iteration 20F: 3 clusters Score -1158012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1158022.375000 Penalty: 4521.823242
	Iteration 21Q: 3 clusters Score -1158022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1158027.875000 Penalty: 4521.823242
	Iteration 22Q: 3 clusters Score -1158028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1158030.000000 Penalty: 4521.823242
	Iteration 23Q: 3 clusters Score -1158030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1158036.625000 Penalty: 4521.823242
	Iteration 24Q: 3 clusters Score -1158037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1158037.125000 Penalty: 4521.823242
	Iteration 25Q: 3 clusters Score -1158037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1158037.125000 Penalty: 4521.823242
	Iteration 26Q: 3 clusters Score -1158037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1158038.500000 Penalty: 4521.823242
	Iteration 27Q: 3 clusters Score -1158038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1158039.625000 Penalty: 4521.823242
	Iteration 28Q: 3 clusters Score -1158040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1158039.375000 Penalty: 4521.823242
	Iteration 29Q: 3 clusters Score -1158039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1158039.375000 Penalty: 4521.823242
	Iteration 30F: 3 clusters Score -1158039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -614267.750000 Penalty: 2119.979492
	Iteration 0F: 2 clusters Score -614267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -609702.250000 Penalty: 4239.958984
	Iteration 0F: 3 clusters Score -609702.2 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -610855.250000 Penalty: 4239.958984
	Iteration 1F: 3 clusters Score -610855.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -611146.937500 Penalty: 4239.958984
	Iteration 2F: 3 clusters Score -611146.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -611376.187500 Penalty: 4239.958984
	Iteration 3F: 3 clusters Score -611376.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -611545.312500 Penalty: 4239.958984
	Iteration 4Q: 3 clusters Score -611545.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -611659.562500 Penalty: 4239.958984
	Iteration 5Q: 3 clusters Score -611659.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -611763.000000 Penalty: 4239.958984
	Iteration 6Q: 3 clusters Score -611763 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -611862.062500 Penalty: 4239.958984
	Iteration 7Q: 3 clusters Score -611862.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -611988.125000 Penalty: 4239.958984
	Iteration 8Q: 3 clusters Score -611988.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -612111.812500 Penalty: 4239.958984
	Iteration 9Q: 3 clusters Score -612111.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -612248.687500 Penalty: 4239.958984
	Iteration 10Q: 3 clusters Score -612248.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -612378.000000 Penalty: 4239.958984
	Iteration 11Q: 3 clusters Score -612378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -612487.875000 Penalty: 4239.958984
	Iteration 12Q: 3 clusters Score -612487.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -612592.125000 Penalty: 4239.958984
	Iteration 13Q: 3 clusters Score -612592.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -612679.562500 Penalty: 4239.958984
	Iteration 14Q: 3 clusters Score -612679.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -612762.187500 Penalty: 4239.958984
	Iteration 15Q: 3 clusters Score -612762.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -612824.250000 Penalty: 4239.958984
	Iteration 16Q: 3 clusters Score -612824.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -612871.062500 Penalty: 4239.958984
	Iteration 17Q: 3 clusters Score -612871.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -612915.125000 Penalty: 4239.958984
	Iteration 18Q: 3 clusters Score -612915.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -612940.687500 Penalty: 4239.958984
	Iteration 19Q: 3 clusters Score -612940.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -612962.125000 Penalty: 4239.958984
	Iteration 20F: 3 clusters Score -612962.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -612976.500000 Penalty: 4239.958984
	Iteration 21Q: 3 clusters Score -612976.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -612993.812500 Penalty: 4239.958984
	Iteration 22Q: 3 clusters Score -612993.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -613011.250000 Penalty: 4239.958984
	Iteration 23Q: 3 clusters Score -613011.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -613026.750000 Penalty: 4239.958984
	Iteration 24Q: 3 clusters Score -613026.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -613042.375000 Penalty: 4239.958984
	Iteration 25Q: 3 clusters Score -613042.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -613061.812500 Penalty: 4239.958984
	Iteration 26Q: 3 clusters Score -613061.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -613081.562500 Penalty: 4239.958984
	Iteration 27Q: 3 clusters Score -613081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -613109.000000 Penalty: 4239.958984
	Iteration 28Q: 3 clusters Score -613109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -613126.250000 Penalty: 4239.958984
	Iteration 29Q: 3 clusters Score -613126.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -613137.250000 Penalty: 4239.958984
	Iteration 30Q: 3 clusters Score -613137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -613143.437500 Penalty: 4239.958984
	Iteration 31Q: 3 clusters Score -613143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -613150.750000 Penalty: 4239.958984
	Iteration 32Q: 3 clusters Score -613150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -613159.125000 Penalty: 4239.958984
	Iteration 33Q: 3 clusters Score -613159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -613164.625000 Penalty: 4239.958984
	Iteration 34Q: 3 clusters Score -613164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -613171.687500 Penalty: 4239.958984
	Iteration 35Q: 3 clusters Score -613171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -613175.437500 Penalty: 4239.958984
	Iteration 36Q: 3 clusters Score -613175.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -613174.562500 Penalty: 4239.958984
	Iteration 37Q: 3 clusters Score -613174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -613178.125000 Penalty: 4239.958984
	Iteration 38Q: 3 clusters Score -613178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -613181.000000 Penalty: 4239.958984
	Iteration 39Q: 3 clusters Score -613181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -613183.562500 Penalty: 4239.958984
	Iteration 40F: 3 clusters Score -613183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -613186.062500 Penalty: 4239.958984
	Iteration 41Q: 3 clusters Score -613186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -613187.000000 Penalty: 4239.958984
	Iteration 42Q: 3 clusters Score -613187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -613189.000000 Penalty: 4239.958984
	Iteration 43Q: 3 clusters Score -613189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -613188.062500 Penalty: 4239.958984
	Iteration 44Q: 3 clusters Score -613188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -613187.625000 Penalty: 4239.958984
	Iteration 45Q: 3 clusters Score -613187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -613188.750000 Penalty: 4239.958984
	Iteration 46Q: 3 clusters Score -613188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -613189.125000 Penalty: 4239.958984
	Iteration 47Q: 3 clusters Score -613189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -613188.750000 Penalty: 4239.958984
	Iteration 48Q: 3 clusters Score -613188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -613190.687500 Penalty: 4239.958984
	Iteration 49Q: 3 clusters Score -613190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -613191.937500 Penalty: 4239.958984
	Iteration 50Q: 3 clusters Score -613191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -613192.375000 Penalty: 4239.958984
	Iteration 51Q: 3 clusters Score -613192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -613193.000000 Penalty: 4239.958984
	Iteration 52Q: 3 clusters Score -613193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -613193.562500 Penalty: 4239.958984
	Iteration 53Q: 3 clusters Score -613193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -613193.875000 Penalty: 4239.958984
	Iteration 54Q: 3 clusters Score -613193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -613193.875000 Penalty: 4239.958984
	Iteration 55F: 3 clusters Score -613193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133223.312500 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133223.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133720.859375 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133720.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133958.343750 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133958.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134110.218750 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134110.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134204.203125 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -134204.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134328.828125 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134328.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134400.703125 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134400.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134448.031250 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134492.250000 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134532.312500 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134551.265625 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134562.031250 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134565.703125 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134567.515625 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134578.968750 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -134579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134593.515625 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -134593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134602.968750 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -134603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134610.343750 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -134610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134623.015625 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -134623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134649.187500 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -134649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134663.078125 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -134663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134667.000000 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -134667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134667.828125 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -134667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134668.343750 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -134668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -134668.343750 Penalty: 3513.360352
	Iteration 24F: 3 clusters Score -134668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23867.419922 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23867.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24003.773438 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24003.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24020.169922 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -24020.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24030.011719 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24030.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24032.146484 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24032.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24032.146484 Penalty: 2784.111572
	Iteration 5F: 3 clusters Score -24032.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -39075.480469 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -39075.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37709.128906 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -37709.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37857.035156 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -37857.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37899.523438 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -37899.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37937.753906 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -37937.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37950.519531 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -37950.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37962.597656 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -37962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37966.023438 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -37966.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37966.023438 Penalty: 2919.507568
	Iteration 7F: 3 clusters Score -37966.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -865169.937500 Penalty: 2198.842285
	Iteration 0F: 2 clusters Score -865169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -859366.437500 Penalty: 4397.684570
	Iteration 0F: 3 clusters Score -859366.4 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -860775.812500 Penalty: 4397.684570
	Iteration 1F: 3 clusters Score -860775.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -860993.812500 Penalty: 4397.684570
	Iteration 2F: 3 clusters Score -860993.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -861144.187500 Penalty: 4397.684570
	Iteration 3Q: 3 clusters Score -861144.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -861269.062500 Penalty: 4397.684570
	Iteration 4Q: 3 clusters Score -861269.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -861375.437500 Penalty: 4397.684570
	Iteration 5Q: 3 clusters Score -861375.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -861481.000000 Penalty: 4397.684570
	Iteration 6Q: 3 clusters Score -861481 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -861576.250000 Penalty: 4397.684570
	Iteration 7Q: 3 clusters Score -861576.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -861667.875000 Penalty: 4397.684570
	Iteration 8Q: 3 clusters Score -861667.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -861764.937500 Penalty: 4397.684570
	Iteration 9Q: 3 clusters Score -861764.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -861863.062500 Penalty: 4397.684570
	Iteration 10Q: 3 clusters Score -861863.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -861975.875000 Penalty: 4397.684570
	Iteration 11Q: 3 clusters Score -861975.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -862090.375000 Penalty: 4397.684570
	Iteration 12Q: 3 clusters Score -862090.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -862223.437500 Penalty: 4397.684570
	Iteration 13Q: 3 clusters Score -862223.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -862375.812500 Penalty: 4397.684570
	Iteration 14Q: 3 clusters Score -862375.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -862519.062500 Penalty: 4397.684570
	Iteration 15Q: 3 clusters Score -862519.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -862660.750000 Penalty: 4397.684570
	Iteration 16Q: 3 clusters Score -862660.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -862775.937500 Penalty: 4397.684570
	Iteration 17Q: 3 clusters Score -862775.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -862869.250000 Penalty: 4397.684570
	Iteration 18Q: 3 clusters Score -862869.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -862947.500000 Penalty: 4397.684570
	Iteration 19Q: 3 clusters Score -862947.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -862991.062500 Penalty: 4397.684570
	Iteration 20F: 3 clusters Score -862991.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -863019.000000 Penalty: 4397.684570
	Iteration 21Q: 3 clusters Score -863019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -863046.750000 Penalty: 4397.684570
	Iteration 22Q: 3 clusters Score -863046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -863066.812500 Penalty: 4397.684570
	Iteration 23Q: 3 clusters Score -863066.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -863080.937500 Penalty: 4397.684570
	Iteration 24Q: 3 clusters Score -863080.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -863102.937500 Penalty: 4397.684570
	Iteration 25Q: 3 clusters Score -863102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -863116.250000 Penalty: 4397.684570
	Iteration 26Q: 3 clusters Score -863116.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -863134.875000 Penalty: 4397.684570
	Iteration 27Q: 3 clusters Score -863134.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -863155.562500 Penalty: 4397.684570
	Iteration 28Q: 3 clusters Score -863155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -863175.187500 Penalty: 4397.684570
	Iteration 29Q: 3 clusters Score -863175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -863190.187500 Penalty: 4397.684570
	Iteration 30Q: 3 clusters Score -863190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -863201.500000 Penalty: 4397.684570
	Iteration 31Q: 3 clusters Score -863201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -863213.687500 Penalty: 4397.684570
	Iteration 32Q: 3 clusters Score -863213.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -863227.000000 Penalty: 4397.684570
	Iteration 33Q: 3 clusters Score -863227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -863242.562500 Penalty: 4397.684570
	Iteration 34Q: 3 clusters Score -863242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -863259.500000 Penalty: 4397.684570
	Iteration 35Q: 3 clusters Score -863259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -863272.062500 Penalty: 4397.684570
	Iteration 36Q: 3 clusters Score -863272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -863277.125000 Penalty: 4397.684570
	Iteration 37Q: 3 clusters Score -863277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -863283.000000 Penalty: 4397.684570
	Iteration 38Q: 3 clusters Score -863283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -863288.750000 Penalty: 4397.684570
	Iteration 39Q: 3 clusters Score -863288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -863290.625000 Penalty: 4397.684570
	Iteration 40F: 3 clusters Score -863290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -863291.187500 Penalty: 4397.684570
	Iteration 41Q: 3 clusters Score -863291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -863293.000000 Penalty: 4397.684570
	Iteration 42Q: 3 clusters Score -863293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -863295.437500 Penalty: 4397.684570
	Iteration 43Q: 3 clusters Score -863295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -863297.187500 Penalty: 4397.684570
	Iteration 44Q: 3 clusters Score -863297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -863296.812500 Penalty: 4397.684570
	Iteration 45Q: 3 clusters Score -863296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -863296.812500 Penalty: 4397.684570
	Iteration 46F: 3 clusters Score -863296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (228378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228378 members 
Entering Unmasked Estep 
Score: -28696294.000000 Penalty: 3060.011963
	Iteration 0F: 2 clusters Score -2.869629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -28546406.000000 Penalty: 6120.023926
	Iteration 0F: 3 clusters Score -2.854641e+07 nChanged 110084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -28611012.000000 Penalty: 6120.023926
	Iteration 1F: 3 clusters Score -2.861101e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -28611942.000000 Penalty: 6120.023926
	Iteration 2Q: 3 clusters Score -2.861194e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -28613310.000000 Penalty: 6120.023926
	Iteration 3Q: 3 clusters Score -2.861331e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121830 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -28614860.000000 Penalty: 6120.023926
	Iteration 4Q: 3 clusters Score -2.861486e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -28617390.000000 Penalty: 6120.023926
	Iteration 5Q: 3 clusters Score -2.861739e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -28621438.000000 Penalty: 6120.023926
	Iteration 6Q: 3 clusters Score -2.862144e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -28627800.000000 Penalty: 6120.023926
	Iteration 7F: 3 clusters Score -2.86278e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -28637542.000000 Penalty: 6120.023926
	Iteration 8F: 3 clusters Score -2.863754e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -28650584.000000 Penalty: 6120.023926
	Iteration 9F: 3 clusters Score -2.865058e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -28663828.000000 Penalty: 6120.023926
	Iteration 10F: 3 clusters Score -2.866383e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189817 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -28673434.000000 Penalty: 6120.023926
	Iteration 11F: 3 clusters Score -2.867343e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196457 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -28678988.000000 Penalty: 6120.023926
	Iteration 12Q: 3 clusters Score -2.867899e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201676 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -28682330.000000 Penalty: 6120.023926
	Iteration 13Q: 3 clusters Score -2.868233e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205999 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -28684802.000000 Penalty: 6120.023926
	Iteration 14Q: 3 clusters Score -2.86848e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209924 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -28686548.000000 Penalty: 6120.023926
	Iteration 15Q: 3 clusters Score -2.868655e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -28688108.000000 Penalty: 6120.023926
	Iteration 16Q: 3 clusters Score -2.868811e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216394 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -28689556.000000 Penalty: 6120.023926
	Iteration 17Q: 3 clusters Score -2.868956e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218916 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -28690742.000000 Penalty: 6120.023926
	Iteration 18Q: 3 clusters Score -2.869074e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220945 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -28691660.000000 Penalty: 6120.023926
	Iteration 19Q: 3 clusters Score -2.869166e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222539 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -28692296.000000 Penalty: 6120.023926
	Iteration 20F: 3 clusters Score -2.86923e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -28692754.000000 Penalty: 6120.023926
	Iteration 21Q: 3 clusters Score -2.869275e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224796 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -28693046.000000 Penalty: 6120.023926
	Iteration 22Q: 3 clusters Score -2.869305e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225513 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -28693238.000000 Penalty: 6120.023926
	Iteration 23Q: 3 clusters Score -2.869324e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226032 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -28693348.000000 Penalty: 6120.023926
	Iteration 24Q: 3 clusters Score -2.869335e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -28693488.000000 Penalty: 6120.023926
	Iteration 25Q: 3 clusters Score -2.869349e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226739 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28693592.000000 Penalty: 6120.023926
	Iteration 26Q: 3 clusters Score -2.869359e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226986 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -28693662.000000 Penalty: 6120.023926
	Iteration 27Q: 3 clusters Score -2.869366e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227167 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -28693720.000000 Penalty: 6120.023926
	Iteration 28Q: 3 clusters Score -2.869372e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227277 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28693798.000000 Penalty: 6120.023926
	Iteration 29Q: 3 clusters Score -2.86938e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227362 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -28693818.000000 Penalty: 6120.023926
	Iteration 30Q: 3 clusters Score -2.869382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -28693822.000000 Penalty: 6120.023926
	Iteration 31Q: 3 clusters Score -2.869382e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227482 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -28693798.000000 Penalty: 6120.023926
	Iteration 32Q: 3 clusters Score -2.86938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -28693834.000000 Penalty: 6120.023926
	Iteration 33Q: 3 clusters Score -2.869383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227552 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28693844.000000 Penalty: 6120.023926
	Iteration 34Q: 3 clusters Score -2.869384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227573 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -28693854.000000 Penalty: 6120.023926
	Iteration 35Q: 3 clusters Score -2.869385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -28693854.000000 Penalty: 6120.023926
	Iteration 36Q: 3 clusters Score -2.869385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -28693882.000000 Penalty: 6120.023926
	Iteration 37Q: 3 clusters Score -2.869388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227626 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28693866.000000 Penalty: 6120.023926
	Iteration 38Q: 3 clusters Score -2.869387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227630 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28693858.000000 Penalty: 6120.023926
	Iteration 39Q: 3 clusters Score -2.869386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227640 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -28693874.000000 Penalty: 6120.023926
	Iteration 40F: 3 clusters Score -2.869387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227645 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -28693876.000000 Penalty: 6120.023926
	Iteration 41Q: 3 clusters Score -2.869388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -28693874.000000 Penalty: 6120.023926
	Iteration 42Q: 3 clusters Score -2.869387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -28693878.000000 Penalty: 6120.023926
	Iteration 43Q: 3 clusters Score -2.869388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -28693856.000000 Penalty: 6120.023926
	Iteration 44Q: 3 clusters Score -2.869386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227679 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -28693868.000000 Penalty: 6120.023926
	Iteration 45Q: 3 clusters Score -2.869387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -28693878.000000 Penalty: 6120.023926
	Iteration 46Q: 3 clusters Score -2.869388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227685 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -28693874.000000 Penalty: 6120.023926
	Iteration 47Q: 3 clusters Score -2.869387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -28693874.000000 Penalty: 6120.023926
	Iteration 48Q: 3 clusters Score -2.869387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -28693874.000000 Penalty: 6120.023926
	Iteration 49F: 3 clusters Score -2.869387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18786.115234 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -18786.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17775.226562 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -17775.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17875.578125 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -17875.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17879.923828 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -17879.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17879.923828 Penalty: 2599.906494
	Iteration 3F: 3 clusters Score -17879.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -607246.375000 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -607246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -602385.375000 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -602385.4 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -603738.750000 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -603738.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -604104.875000 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -604104.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -604370.125000 Penalty: 4275.933105
	Iteration 3F: 3 clusters Score -604370.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -604592.125000 Penalty: 4275.933105
	Iteration 4F: 3 clusters Score -604592.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -604810.375000 Penalty: 4275.933105
	Iteration 5Q: 3 clusters Score -604810.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -605014.687500 Penalty: 4275.933105
	Iteration 6Q: 3 clusters Score -605014.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -605174.937500 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -605174.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605306.250000 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -605306.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -605425.000000 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -605425 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605541.750000 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -605541.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -605633.562500 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -605633.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -605718.312500 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -605718.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605808.312500 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -605808.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -605884.812500 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -605884.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -605944.750000 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -605944.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -606004.250000 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -606004.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -606078.187500 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -606078.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -606139.625000 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -606139.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -606181.625000 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -606181.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -606211.125000 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -606211.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -606236.812500 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -606236.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -606262.062500 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -606262.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -606285.687500 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -606285.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -606304.437500 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -606304.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -606314.187500 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -606314.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -606321.250000 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -606321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -606324.750000 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -606324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -606327.562500 Penalty: 4275.933105
	Iteration 28Q: 3 clusters Score -606327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -606329.062500 Penalty: 4275.933105
	Iteration 29Q: 3 clusters Score -606329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -606328.562500 Penalty: 4275.933105
	Iteration 30Q: 3 clusters Score -606328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -606332.000000 Penalty: 4275.933105
	Iteration 31Q: 3 clusters Score -606332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -606332.187500 Penalty: 4275.933105
	Iteration 32Q: 3 clusters Score -606332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -606335.000000 Penalty: 4275.933105
	Iteration 33Q: 3 clusters Score -606335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -606336.437500 Penalty: 4275.933105
	Iteration 34Q: 3 clusters Score -606336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -606337.812500 Penalty: 4275.933105
	Iteration 35Q: 3 clusters Score -606337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -606339.062500 Penalty: 4275.933105
	Iteration 36Q: 3 clusters Score -606339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -606338.687500 Penalty: 4275.933105
	Iteration 37Q: 3 clusters Score -606338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -606338.937500 Penalty: 4275.933105
	Iteration 38Q: 3 clusters Score -606338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -606338.937500 Penalty: 4275.933105
	Iteration 39F: 3 clusters Score -606338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -249191.468750 Penalty: 1915.224121
	Iteration 0F: 2 clusters Score -249191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -246501.515625 Penalty: 3830.448242
	Iteration 0F: 3 clusters Score -246501.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -247355.359375 Penalty: 3830.448242
	Iteration 1F: 3 clusters Score -247355.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -247834.109375 Penalty: 3830.448242
	Iteration 2F: 3 clusters Score -247834.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248130.812500 Penalty: 3830.448242
	Iteration 3F: 3 clusters Score -248130.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248306.546875 Penalty: 3830.448242
	Iteration 4F: 3 clusters Score -248306.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248379.500000 Penalty: 3830.448242
	Iteration 5Q: 3 clusters Score -248379.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -248422.250000 Penalty: 3830.448242
	Iteration 6Q: 3 clusters Score -248422.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248458.281250 Penalty: 3830.448242
	Iteration 7Q: 3 clusters Score -248458.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -248476.218750 Penalty: 3830.448242
	Iteration 8Q: 3 clusters Score -248476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -248496.781250 Penalty: 3830.448242
	Iteration 9Q: 3 clusters Score -248496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248514.484375 Penalty: 3830.448242
	Iteration 10Q: 3 clusters Score -248514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -248543.312500 Penalty: 3830.448242
	Iteration 11Q: 3 clusters Score -248543.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -248565.796875 Penalty: 3830.448242
	Iteration 12Q: 3 clusters Score -248565.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -248583.859375 Penalty: 3830.448242
	Iteration 13Q: 3 clusters Score -248583.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -248603.109375 Penalty: 3830.448242
	Iteration 14Q: 3 clusters Score -248603.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -248630.843750 Penalty: 3830.448242
	Iteration 15Q: 3 clusters Score -248630.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -248658.937500 Penalty: 3830.448242
	Iteration 16Q: 3 clusters Score -248658.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -248691.718750 Penalty: 3830.448242
	Iteration 17Q: 3 clusters Score -248691.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248706.375000 Penalty: 3830.448242
	Iteration 18Q: 3 clusters Score -248706.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -248731.343750 Penalty: 3830.448242
	Iteration 19Q: 3 clusters Score -248731.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -248769.265625 Penalty: 3830.448242
	Iteration 20F: 3 clusters Score -248769.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -248808.265625 Penalty: 3830.448242
	Iteration 21Q: 3 clusters Score -248808.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -248850.187500 Penalty: 3830.448242
	Iteration 22Q: 3 clusters Score -248850.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248904.171875 Penalty: 3830.448242
	Iteration 23Q: 3 clusters Score -248904.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -248981.171875 Penalty: 3830.448242
	Iteration 24Q: 3 clusters Score -248981.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -249082.984375 Penalty: 3830.448242
	Iteration 25Q: 3 clusters Score -249083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -249164.812500 Penalty: 3830.448242
	Iteration 26Q: 3 clusters Score -249164.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -249239.828125 Penalty: 3830.448242
	Iteration 27Q: 3 clusters Score -249239.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -249325.437500 Penalty: 3830.448242
	Iteration 28Q: 3 clusters Score -249325.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -249419.453125 Penalty: 3830.448242
	Iteration 29Q: 3 clusters Score -249419.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -249533.281250 Penalty: 3830.448242
	Iteration 30Q: 3 clusters Score -249533.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -249610.906250 Penalty: 3830.448242
	Iteration 31Q: 3 clusters Score -249610.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -249669.890625 Penalty: 3830.448242
	Iteration 32Q: 3 clusters Score -249669.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -249739.406250 Penalty: 3830.448242
	Iteration 33Q: 3 clusters Score -249739.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -249793.140625 Penalty: 3830.448242
	Iteration 34Q: 3 clusters Score -249793.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -249848.828125 Penalty: 3830.448242
	Iteration 35Q: 3 clusters Score -249848.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -249893.500000 Penalty: 3830.448242
	Iteration 36Q: 3 clusters Score -249893.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -249926.500000 Penalty: 3830.448242
	Iteration 37Q: 3 clusters Score -249926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -249952.968750 Penalty: 3830.448242
	Iteration 38Q: 3 clusters Score -249953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -249973.562500 Penalty: 3830.448242
	Iteration 39Q: 3 clusters Score -249973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -249984.484375 Penalty: 3830.448242
	Iteration 40F: 3 clusters Score -249984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -250006.468750 Penalty: 3830.448242
	Iteration 41Q: 3 clusters Score -250006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -250049.562500 Penalty: 3830.448242
	Iteration 42Q: 3 clusters Score -250049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -250062.421875 Penalty: 3830.448242
	Iteration 43Q: 3 clusters Score -250062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -250082.593750 Penalty: 3830.448242
	Iteration 44Q: 3 clusters Score -250082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -250133.968750 Penalty: 3830.448242
	Iteration 45Q: 3 clusters Score -250134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -250186.062500 Penalty: 3830.448242
	Iteration 46Q: 3 clusters Score -250186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -250208.140625 Penalty: 3830.448242
	Iteration 47Q: 3 clusters Score -250208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -250215.218750 Penalty: 3830.448242
	Iteration 48Q: 3 clusters Score -250215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -250223.062500 Penalty: 3830.448242
	Iteration 49Q: 3 clusters Score -250223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -250228.015625 Penalty: 3830.448242
	Iteration 50Q: 3 clusters Score -250228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -250228.015625 Penalty: 3830.448242
	Iteration 51F: 3 clusters Score -250228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 473 members 
Mstep: Class 48 contains 2027 members 
Entering Unmasked Estep 
Score: -141999216.000000 Penalty: 166335.640625
Splitting cluster 43 changes total score from -141999472.000000 to -141999216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Entering Unmasked Estep 
Score: -848847.000000 Penalty: 2209.322754
	Iteration 0F: 2 clusters Score -848847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -842888.875000 Penalty: 4418.645508
	Iteration 0F: 3 clusters Score -842888.9 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -844547.187500 Penalty: 4418.645508
	Iteration 1F: 3 clusters Score -844547.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -844892.687500 Penalty: 4418.645508
	Iteration 2F: 3 clusters Score -844892.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -845184.812500 Penalty: 4418.645508
	Iteration 3F: 3 clusters Score -845184.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -845475.562500 Penalty: 4418.645508
	Iteration 4F: 3 clusters Score -845475.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -845723.875000 Penalty: 4418.645508
	Iteration 5F: 3 clusters Score -845723.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -845925.750000 Penalty: 4418.645508
	Iteration 6Q: 3 clusters Score -845925.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -846072.812500 Penalty: 4418.645508
	Iteration 7Q: 3 clusters Score -846072.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -846177.625000 Penalty: 4418.645508
	Iteration 8Q: 3 clusters Score -846177.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -846257.562500 Penalty: 4418.645508
	Iteration 9Q: 3 clusters Score -846257.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -846327.375000 Penalty: 4418.645508
	Iteration 10Q: 3 clusters Score -846327.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -846389.625000 Penalty: 4418.645508
	Iteration 11Q: 3 clusters Score -846389.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -846448.000000 Penalty: 4418.645508
	Iteration 12Q: 3 clusters Score -846448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -846502.375000 Penalty: 4418.645508
	Iteration 13Q: 3 clusters Score -846502.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -846545.437500 Penalty: 4418.645508
	Iteration 14Q: 3 clusters Score -846545.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -846593.125000 Penalty: 4418.645508
	Iteration 15Q: 3 clusters Score -846593.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -846632.562500 Penalty: 4418.645508
	Iteration 16Q: 3 clusters Score -846632.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -846663.000000 Penalty: 4418.645508
	Iteration 17Q: 3 clusters Score -846663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -846688.062500 Penalty: 4418.645508
	Iteration 18Q: 3 clusters Score -846688.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -846713.687500 Penalty: 4418.645508
	Iteration 19Q: 3 clusters Score -846713.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -846733.812500 Penalty: 4418.645508
	Iteration 20F: 3 clusters Score -846733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -846756.500000 Penalty: 4418.645508
	Iteration 21Q: 3 clusters Score -846756.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -846781.500000 Penalty: 4418.645508
	Iteration 22Q: 3 clusters Score -846781.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -846804.812500 Penalty: 4418.645508
	Iteration 23Q: 3 clusters Score -846804.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -846824.312500 Penalty: 4418.645508
	Iteration 24Q: 3 clusters Score -846824.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -846842.312500 Penalty: 4418.645508
	Iteration 25Q: 3 clusters Score -846842.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -846864.437500 Penalty: 4418.645508
	Iteration 26Q: 3 clusters Score -846864.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -846878.250000 Penalty: 4418.645508
	Iteration 27Q: 3 clusters Score -846878.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -846896.562500 Penalty: 4418.645508
	Iteration 28Q: 3 clusters Score -846896.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -846908.750000 Penalty: 4418.645508
	Iteration 29Q: 3 clusters Score -846908.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -846919.125000 Penalty: 4418.645508
	Iteration 30Q: 3 clusters Score -846919.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -846924.000000 Penalty: 4418.645508
	Iteration 31Q: 3 clusters Score -846924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -846925.000000 Penalty: 4418.645508
	Iteration 32Q: 3 clusters Score -846925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -846926.687500 Penalty: 4418.645508
	Iteration 33Q: 3 clusters Score -846926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -846931.562500 Penalty: 4418.645508
	Iteration 34Q: 3 clusters Score -846931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -846932.375000 Penalty: 4418.645508
	Iteration 35Q: 3 clusters Score -846932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -846933.375000 Penalty: 4418.645508
	Iteration 36Q: 3 clusters Score -846933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -846938.062500 Penalty: 4418.645508
	Iteration 37Q: 3 clusters Score -846938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -846936.687500 Penalty: 4418.645508
	Iteration 38Q: 3 clusters Score -846936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -846939.250000 Penalty: 4418.645508
	Iteration 39Q: 3 clusters Score -846939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -846940.562500 Penalty: 4418.645508
	Iteration 40F: 3 clusters Score -846940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -846940.062500 Penalty: 4418.645508
	Iteration 41Q: 3 clusters Score -846940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -846940.125000 Penalty: 4418.645508
	Iteration 42Q: 3 clusters Score -846940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -846940.125000 Penalty: 4418.645508
	Iteration 43F: 3 clusters Score -846940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -15984.078125 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15984.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14945.208008 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14945.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15123.382812 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -15123.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15162.244141 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -15162.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15181.176758 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -15181.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15205.980469 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -15205.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15205.980469 Penalty: 2612.857666
	Iteration 5F: 3 clusters Score -15205.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -198588.140625 Penalty: 1839.261841
	Iteration 0F: 2 clusters Score -198588.1 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 817 members 
Entering Unmasked Estep 
Score: -196173.312500 Penalty: 3678.523682
	Iteration 0F: 3 clusters Score -196173.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196544.812500 Penalty: 3678.523682
	Iteration 1F: 3 clusters Score -196544.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196637.296875 Penalty: 3678.523682
	Iteration 2F: 3 clusters Score -196637.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196693.437500 Penalty: 3678.523682
	Iteration 3Q: 3 clusters Score -196693.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196733.937500 Penalty: 3678.523682
	Iteration 4Q: 3 clusters Score -196733.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -196761.203125 Penalty: 3678.523682
	Iteration 5Q: 3 clusters Score -196761.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196782.468750 Penalty: 3678.523682
	Iteration 6Q: 3 clusters Score -196782.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -196801.531250 Penalty: 3678.523682
	Iteration 7Q: 3 clusters Score -196801.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -196815.937500 Penalty: 3678.523682
	Iteration 8Q: 3 clusters Score -196815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -196825.515625 Penalty: 3678.523682
	Iteration 9Q: 3 clusters Score -196825.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -196836.375000 Penalty: 3678.523682
	Iteration 10Q: 3 clusters Score -196836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196856.671875 Penalty: 3678.523682
	Iteration 11Q: 3 clusters Score -196856.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196871.156250 Penalty: 3678.523682
	Iteration 12Q: 3 clusters Score -196871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -196882.796875 Penalty: 3678.523682
	Iteration 13Q: 3 clusters Score -196882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -196894.812500 Penalty: 3678.523682
	Iteration 14Q: 3 clusters Score -196894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196901.828125 Penalty: 3678.523682
	Iteration 15Q: 3 clusters Score -196901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -196906.359375 Penalty: 3678.523682
	Iteration 16Q: 3 clusters Score -196906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -196908.312500 Penalty: 3678.523682
	Iteration 17Q: 3 clusters Score -196908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -196910.531250 Penalty: 3678.523682
	Iteration 18Q: 3 clusters Score -196910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -196912.062500 Penalty: 3678.523682
	Iteration 19Q: 3 clusters Score -196912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -196913.812500 Penalty: 3678.523682
	Iteration 20F: 3 clusters Score -196913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -196915.187500 Penalty: 3678.523682
	Iteration 21Q: 3 clusters Score -196915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -196917.109375 Penalty: 3678.523682
	Iteration 22Q: 3 clusters Score -196917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -196922.250000 Penalty: 3678.523682
	Iteration 23Q: 3 clusters Score -196922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196924.687500 Penalty: 3678.523682
	Iteration 24Q: 3 clusters Score -196924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -196927.875000 Penalty: 3678.523682
	Iteration 25Q: 3 clusters Score -196927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -196930.406250 Penalty: 3678.523682
	Iteration 26Q: 3 clusters Score -196930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -196933.734375 Penalty: 3678.523682
	Iteration 27Q: 3 clusters Score -196933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -196935.187500 Penalty: 3678.523682
	Iteration 28Q: 3 clusters Score -196935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196936.656250 Penalty: 3678.523682
	Iteration 29Q: 3 clusters Score -196936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196939.453125 Penalty: 3678.523682
	Iteration 30Q: 3 clusters Score -196939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -196940.078125 Penalty: 3678.523682
	Iteration 31Q: 3 clusters Score -196940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196940.296875 Penalty: 3678.523682
	Iteration 32Q: 3 clusters Score -196940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196940.296875 Penalty: 3678.523682
	Iteration 33F: 3 clusters Score -196940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 146307 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 40708 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 164878 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41319 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 324 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 6781 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 228378 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 2259 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 194 members 
Mstep: Class 46 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999600.000000 Penalty: 162870.312500
Iteration 119Q: 48 clusters Score -1.419996e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55295 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 146132 members 
Mstep: Class 9 contains 28612 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 40689 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 35606 members 
Mstep: Class 15 contains 13776 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 23801 members 
Mstep: Class 19 contains 165722 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 149376 members 
Mstep: Class 22 contains 37551 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41280 members 
Mstep: Class 25 contains 1565 members 
Mstep: Class 26 contains 20420 members 
Mstep: Class 27 contains 323 members 
Mstep: Class 28 contains 11072 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 6718 members 
Mstep: Class 31 contains 5262 members 
Mstep: Class 32 contains 16832 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9105 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7085 members 
Mstep: Class 40 contains 227659 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5563 members 
Mstep: Class 43 contains 2260 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 192 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999936.000000 Penalty: 162870.312500
Iteration 120F: 48 clusters Score -1.419999e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55269 members 
Mstep: Class 3 contains 7473 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 31030 members 
Mstep: Class 8 contains 145958 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40691 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 14599 members 
Mstep: Class 14 contains 35651 members 
Mstep: Class 15 contains 13687 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23821 members 
Mstep: Class 19 contains 166508 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 149378 members 
Mstep: Class 22 contains 37454 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41245 members 
Mstep: Class 25 contains 1577 members 
Mstep: Class 26 contains 20410 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11071 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 6652 members 
Mstep: Class 31 contains 5263 members 
Mstep: Class 32 contains 16835 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9097 members 
Mstep: Class 35 contains 5201 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7082 members 
Mstep: Class 40 contains 227026 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5582 members 
Mstep: Class 43 contains 2262 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000416.000000 Penalty: 162870.312500
Iteration 121Q: 48 clusters Score -1.420004e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55229 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6380 members 
Mstep: Class 7 contains 31300 members 
Mstep: Class 8 contains 145832 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40678 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 14596 members 
Mstep: Class 14 contains 35691 members 
Mstep: Class 15 contains 13617 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23844 members 
Mstep: Class 19 contains 167252 members 
Mstep: Class 20 contains 9161 members 
Mstep: Class 21 contains 149384 members 
Mstep: Class 22 contains 37360 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 41191 members 
Mstep: Class 25 contains 1584 members 
Mstep: Class 26 contains 20412 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 6579 members 
Mstep: Class 31 contains 5271 members 
Mstep: Class 32 contains 16846 members 
Mstep: Class 33 contains 2363 members 
Mstep: Class 34 contains 9091 members 
Mstep: Class 35 contains 5221 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7083 members 
Mstep: Class 40 contains 226385 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5597 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000480.000000 Penalty: 162870.312500
Iteration 122Q: 48 clusters Score -1.420005e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55170 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 31533 members 
Mstep: Class 8 contains 145690 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40655 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 35734 members 
Mstep: Class 15 contains 13546 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23857 members 
Mstep: Class 19 contains 168048 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 149369 members 
Mstep: Class 22 contains 37280 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41155 members 
Mstep: Class 25 contains 1586 members 
Mstep: Class 26 contains 20401 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11069 members 
Mstep: Class 29 contains 12948 members 
Mstep: Class 30 contains 6517 members 
Mstep: Class 31 contains 5274 members 
Mstep: Class 32 contains 16867 members 
Mstep: Class 33 contains 2363 members 
Mstep: Class 34 contains 9090 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7084 members 
Mstep: Class 40 contains 225780 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5608 members 
Mstep: Class 43 contains 2266 members 
Mstep: Class 44 contains 7383 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001024.000000 Penalty: 162870.312500
Iteration 123Q: 48 clusters Score -1.42001e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55129 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 31794 members 
Mstep: Class 8 contains 145509 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40643 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 35781 members 
Mstep: Class 15 contains 13464 members 
Mstep: Class 16 contains 3939 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23859 members 
Mstep: Class 19 contains 168778 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 149364 members 
Mstep: Class 22 contains 37204 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41134 members 
Mstep: Class 25 contains 1587 members 
Mstep: Class 26 contains 20399 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 12950 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 5278 members 
Mstep: Class 32 contains 16875 members 
Mstep: Class 33 contains 2365 members 
Mstep: Class 34 contains 9093 members 
Mstep: Class 35 contains 5247 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7084 members 
Mstep: Class 40 contains 225202 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5621 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1661 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001280.000000 Penalty: 162870.312500
Iteration 124Q: 48 clusters Score -1.420013e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55091 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 32051 members 
Mstep: Class 8 contains 145317 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 35817 members 
Mstep: Class 15 contains 13392 members 
Mstep: Class 16 contains 3946 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23873 members 
Mstep: Class 19 contains 169518 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 149347 members 
Mstep: Class 22 contains 37138 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41109 members 
Mstep: Class 25 contains 1587 members 
Mstep: Class 26 contains 20382 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11078 members 
Mstep: Class 29 contains 12947 members 
Mstep: Class 30 contains 6423 members 
Mstep: Class 31 contains 5283 members 
Mstep: Class 32 contains 16879 members 
Mstep: Class 33 contains 2367 members 
Mstep: Class 34 contains 9084 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7086 members 
Mstep: Class 40 contains 224630 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5633 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1661 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001328.000000 Penalty: 162870.312500
Iteration 125Q: 48 clusters Score -1.420013e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55082 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 32306 members 
Mstep: Class 8 contains 145132 members 
Mstep: Class 9 contains 28616 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40626 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 35855 members 
Mstep: Class 15 contains 13331 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23897 members 
Mstep: Class 19 contains 170246 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 149315 members 
Mstep: Class 22 contains 37074 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41096 members 
Mstep: Class 25 contains 1589 members 
Mstep: Class 26 contains 20372 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 12945 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 5291 members 
Mstep: Class 32 contains 16876 members 
Mstep: Class 33 contains 2368 members 
Mstep: Class 34 contains 9080 members 
Mstep: Class 35 contains 5262 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7084 members 
Mstep: Class 40 contains 223997 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5652 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 7399 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001568.000000 Penalty: 162870.312500
Iteration 126Q: 48 clusters Score -1.420016e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55050 members 
Mstep: Class 3 contains 7265 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 32563 members 
Mstep: Class 8 contains 144952 members 
Mstep: Class 9 contains 28616 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40623 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 35893 members 
Mstep: Class 15 contains 13251 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23921 members 
Mstep: Class 19 contains 171032 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 149304 members 
Mstep: Class 22 contains 37021 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41078 members 
Mstep: Class 25 contains 1591 members 
Mstep: Class 26 contains 20344 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11087 members 
Mstep: Class 29 contains 12942 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 16875 members 
Mstep: Class 33 contains 2367 members 
Mstep: Class 34 contains 9064 members 
Mstep: Class 35 contains 5268 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7082 members 
Mstep: Class 40 contains 223357 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5666 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 7395 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001648.000000 Penalty: 162870.312500
Iteration 127Q: 48 clusters Score -1.420016e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55019 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 32796 members 
Mstep: Class 8 contains 144755 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14582 members 
Mstep: Class 14 contains 35924 members 
Mstep: Class 15 contains 13176 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 23928 members 
Mstep: Class 19 contains 171866 members 
Mstep: Class 20 contains 9154 members 
Mstep: Class 21 contains 149313 members 
Mstep: Class 22 contains 36923 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41052 members 
Mstep: Class 25 contains 1593 members 
Mstep: Class 26 contains 20308 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12944 members 
Mstep: Class 30 contains 6335 members 
Mstep: Class 31 contains 5301 members 
Mstep: Class 32 contains 16887 members 
Mstep: Class 33 contains 2366 members 
Mstep: Class 34 contains 9053 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7081 members 
Mstep: Class 40 contains 222699 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5682 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 7402 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002096.000000 Penalty: 162870.312500
Iteration 128Q: 48 clusters Score -1.420021e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54977 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 33014 members 
Mstep: Class 8 contains 144549 members 
Mstep: Class 9 contains 28623 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14582 members 
Mstep: Class 14 contains 35970 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 3983 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 23953 members 
Mstep: Class 19 contains 172717 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 149312 members 
Mstep: Class 22 contains 36835 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41037 members 
Mstep: Class 25 contains 1594 members 
Mstep: Class 26 contains 20276 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 12946 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 16889 members 
Mstep: Class 33 contains 2366 members 
Mstep: Class 34 contains 9046 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7083 members 
Mstep: Class 40 contains 222041 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5690 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 7407 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002096.000000 Penalty: 162870.312500
Iteration 129Q: 48 clusters Score -1.420021e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54963 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 33223 members 
Mstep: Class 8 contains 144308 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40598 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14580 members 
Mstep: Class 14 contains 36023 members 
Mstep: Class 15 contains 13033 members 
Mstep: Class 16 contains 3993 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 23971 members 
Mstep: Class 19 contains 173565 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 149311 members 
Mstep: Class 22 contains 36777 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 41008 members 
Mstep: Class 25 contains 1598 members 
Mstep: Class 26 contains 20257 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 12946 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 5316 members 
Mstep: Class 32 contains 16885 members 
Mstep: Class 33 contains 2367 members 
Mstep: Class 34 contains 9036 members 
Mstep: Class 35 contains 5287 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7079 members 
Mstep: Class 40 contains 221398 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5705 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 7407 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002272.000000 Penalty: 162870.312500
Iteration 130Q: 48 clusters Score -1.420023e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54955 members 
Mstep: Class 3 contains 7152 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 33418 members 
Mstep: Class 8 contains 144083 members 
Mstep: Class 9 contains 28624 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40590 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 36070 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 4008 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 23988 members 
Mstep: Class 19 contains 174354 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 149302 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40977 members 
Mstep: Class 25 contains 1597 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 12945 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 5315 members 
Mstep: Class 32 contains 16875 members 
Mstep: Class 33 contains 2368 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 5298 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7077 members 
Mstep: Class 40 contains 220822 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5721 members 
Mstep: Class 43 contains 2271 members 
Mstep: Class 44 contains 7413 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002416.000000 Penalty: 162870.312500
Iteration 131Q: 48 clusters Score -1.420024e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54956 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 33583 members 
Mstep: Class 8 contains 143853 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40588 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 36120 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 175223 members 
Mstep: Class 20 contains 9141 members 
Mstep: Class 21 contains 149290 members 
Mstep: Class 22 contains 36620 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40951 members 
Mstep: Class 25 contains 1599 members 
Mstep: Class 26 contains 20214 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 12945 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 5319 members 
Mstep: Class 32 contains 16894 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 9018 members 
Mstep: Class 35 contains 5312 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7073 members 
Mstep: Class 40 contains 220172 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5733 members 
Mstep: Class 43 contains 2272 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002880.000000 Penalty: 162870.312500
Iteration 132Q: 48 clusters Score -1.420029e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54928 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 33769 members 
Mstep: Class 8 contains 143594 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40586 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14580 members 
Mstep: Class 14 contains 36170 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 4033 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 24042 members 
Mstep: Class 19 contains 176017 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 149278 members 
Mstep: Class 22 contains 36553 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40921 members 
Mstep: Class 25 contains 1598 members 
Mstep: Class 26 contains 20214 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 12947 members 
Mstep: Class 30 contains 6183 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 16900 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 9006 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7069 members 
Mstep: Class 40 contains 219592 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5753 members 
Mstep: Class 43 contains 2274 members 
Mstep: Class 44 contains 7412 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003488.000000 Penalty: 162870.312500
Iteration 133Q: 48 clusters Score -1.420035e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54886 members 
Mstep: Class 3 contains 7037 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 33955 members 
Mstep: Class 8 contains 143315 members 
Mstep: Class 9 contains 28633 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40577 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 36212 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 24071 members 
Mstep: Class 19 contains 176829 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 149262 members 
Mstep: Class 22 contains 36481 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40898 members 
Mstep: Class 25 contains 1598 members 
Mstep: Class 26 contains 20215 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 12949 members 
Mstep: Class 30 contains 6146 members 
Mstep: Class 31 contains 5327 members 
Mstep: Class 32 contains 16900 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 9001 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7067 members 
Mstep: Class 40 contains 219026 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5775 members 
Mstep: Class 43 contains 2277 members 
Mstep: Class 44 contains 7414 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003072.000000 Penalty: 162870.312500
Iteration 134Q: 48 clusters Score -1.420031e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54839 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 34142 members 
Mstep: Class 8 contains 143045 members 
Mstep: Class 9 contains 28635 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40560 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14577 members 
Mstep: Class 14 contains 36234 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 177622 members 
Mstep: Class 20 contains 9138 members 
Mstep: Class 21 contains 149259 members 
Mstep: Class 22 contains 36420 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40881 members 
Mstep: Class 25 contains 1599 members 
Mstep: Class 26 contains 20219 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12950 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 5333 members 
Mstep: Class 32 contains 16911 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8998 members 
Mstep: Class 35 contains 5361 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7066 members 
Mstep: Class 40 contains 218476 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5794 members 
Mstep: Class 43 contains 2279 members 
Mstep: Class 44 contains 7421 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003136.000000 Penalty: 162870.312500
Iteration 135Q: 48 clusters Score -1.420031e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54800 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 34333 members 
Mstep: Class 8 contains 142815 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40554 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14575 members 
Mstep: Class 14 contains 36261 members 
Mstep: Class 15 contains 12723 members 
Mstep: Class 16 contains 4069 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 24126 members 
Mstep: Class 19 contains 178352 members 
Mstep: Class 20 contains 9137 members 
Mstep: Class 21 contains 149242 members 
Mstep: Class 22 contains 36360 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40867 members 
Mstep: Class 25 contains 1599 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11086 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 6082 members 
Mstep: Class 31 contains 5337 members 
Mstep: Class 32 contains 16914 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8993 members 
Mstep: Class 35 contains 5365 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7063 members 
Mstep: Class 40 contains 217941 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5813 members 
Mstep: Class 43 contains 2280 members 
Mstep: Class 44 contains 7416 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003360.000000 Penalty: 162870.312500
Iteration 136Q: 48 clusters Score -1.420034e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54754 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 34507 members 
Mstep: Class 8 contains 142593 members 
Mstep: Class 9 contains 28634 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40553 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 36291 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 24169 members 
Mstep: Class 19 contains 179081 members 
Mstep: Class 20 contains 9135 members 
Mstep: Class 21 contains 149221 members 
Mstep: Class 22 contains 36301 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40846 members 
Mstep: Class 25 contains 1603 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 5340 members 
Mstep: Class 32 contains 16930 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8982 members 
Mstep: Class 35 contains 5374 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 360 members 
Mstep: Class 39 contains 7057 members 
Mstep: Class 40 contains 217411 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5830 members 
Mstep: Class 43 contains 2281 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1657 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003376.000000 Penalty: 162870.312500
Iteration 137Q: 48 clusters Score -1.420034e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54720 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 34646 members 
Mstep: Class 8 contains 142342 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40556 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 36320 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 24212 members 
Mstep: Class 19 contains 179901 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 149200 members 
Mstep: Class 22 contains 36245 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40825 members 
Mstep: Class 25 contains 1604 members 
Mstep: Class 26 contains 20224 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 6021 members 
Mstep: Class 31 contains 5345 members 
Mstep: Class 32 contains 16936 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8977 members 
Mstep: Class 35 contains 5381 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7053 members 
Mstep: Class 40 contains 216845 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5837 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003504.000000 Penalty: 162870.312500
Iteration 138Q: 48 clusters Score -1.420035e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54686 members 
Mstep: Class 3 contains 6890 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 34800 members 
Mstep: Class 8 contains 142091 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40545 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 36333 members 
Mstep: Class 15 contains 12604 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 180620 members 
Mstep: Class 20 contains 9136 members 
Mstep: Class 21 contains 149171 members 
Mstep: Class 22 contains 36187 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40805 members 
Mstep: Class 25 contains 1607 members 
Mstep: Class 26 contains 20234 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11086 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 5973 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 16954 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 8970 members 
Mstep: Class 35 contains 5390 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7052 members 
Mstep: Class 40 contains 216387 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5853 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003760.000000 Penalty: 162870.312500
Iteration 139Q: 48 clusters Score -1.420038e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54642 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 141853 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40542 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 36352 members 
Mstep: Class 15 contains 12575 members 
Mstep: Class 16 contains 4115 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 24284 members 
Mstep: Class 19 contains 181336 members 
Mstep: Class 20 contains 9134 members 
Mstep: Class 21 contains 149167 members 
Mstep: Class 22 contains 36129 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40787 members 
Mstep: Class 25 contains 1610 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 5932 members 
Mstep: Class 31 contains 5358 members 
Mstep: Class 32 contains 16950 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 8956 members 
Mstep: Class 35 contains 5399 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7049 members 
Mstep: Class 40 contains 215919 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5862 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7382 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003936.000000 Penalty: 162870.312500
Iteration 140F: 48 clusters Score -1.420039e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54606 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6364 members 
Mstep: Class 7 contains 35070 members 
Mstep: Class 8 contains 141619 members 
Mstep: Class 9 contains 28631 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40529 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14567 members 
Mstep: Class 14 contains 36358 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 4132 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 24323 members 
Mstep: Class 19 contains 182038 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 149147 members 
Mstep: Class 22 contains 36075 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40773 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12953 members 
Mstep: Class 30 contains 5901 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 16950 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8945 members 
Mstep: Class 35 contains 5409 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7048 members 
Mstep: Class 40 contains 215452 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5871 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7377 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003952.000000 Penalty: 162870.312500
Iteration 141Q: 48 clusters Score -1.42004e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54569 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 35206 members 
Mstep: Class 8 contains 141391 members 
Mstep: Class 9 contains 28632 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40522 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14565 members 
Mstep: Class 14 contains 36362 members 
Mstep: Class 15 contains 12498 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 24364 members 
Mstep: Class 19 contains 182707 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 149152 members 
Mstep: Class 22 contains 36005 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40752 members 
Mstep: Class 25 contains 1616 members 
Mstep: Class 26 contains 20242 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 12954 members 
Mstep: Class 30 contains 5878 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 16950 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8927 members 
Mstep: Class 35 contains 5422 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 215035 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5874 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7373 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004288.000000 Penalty: 162870.312500
Iteration 142Q: 48 clusters Score -1.420043e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54537 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 35358 members 
Mstep: Class 8 contains 141150 members 
Mstep: Class 9 contains 28631 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40512 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14561 members 
Mstep: Class 14 contains 36372 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 24404 members 
Mstep: Class 19 contains 183367 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 149146 members 
Mstep: Class 22 contains 35938 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40727 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 20245 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11078 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 5374 members 
Mstep: Class 32 contains 16959 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 5436 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7048 members 
Mstep: Class 40 contains 214630 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5877 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 7364 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142003968.000000 Penalty: 162870.312500
Iteration 143Q: 48 clusters Score -1.42004e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54511 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 35520 members 
Mstep: Class 8 contains 140929 members 
Mstep: Class 9 contains 28634 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40512 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 36370 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 24456 members 
Mstep: Class 19 contains 184047 members 
Mstep: Class 20 contains 9127 members 
Mstep: Class 21 contains 149109 members 
Mstep: Class 22 contains 35877 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40705 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 20243 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 5822 members 
Mstep: Class 31 contains 5381 members 
Mstep: Class 32 contains 16970 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8880 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7048 members 
Mstep: Class 40 contains 214151 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 2283 members 
Mstep: Class 44 contains 7365 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004080.000000 Penalty: 162870.312500
Iteration 144Q: 48 clusters Score -1.420041e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54469 members 
Mstep: Class 3 contains 6818 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 35675 members 
Mstep: Class 8 contains 140711 members 
Mstep: Class 9 contains 28642 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40511 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 36374 members 
Mstep: Class 15 contains 12365 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 24510 members 
Mstep: Class 19 contains 184750 members 
Mstep: Class 20 contains 9125 members 
Mstep: Class 21 contains 149099 members 
Mstep: Class 22 contains 35822 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40681 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 20248 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5807 members 
Mstep: Class 31 contains 5381 members 
Mstep: Class 32 contains 16970 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8852 members 
Mstep: Class 35 contains 5461 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7046 members 
Mstep: Class 40 contains 213634 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5884 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 7367 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004352.000000 Penalty: 162870.312500
Iteration 145Q: 48 clusters Score -1.420044e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54434 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6354 members 
Mstep: Class 7 contains 35814 members 
Mstep: Class 8 contains 140510 members 
Mstep: Class 9 contains 28641 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40498 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 36385 members 
Mstep: Class 15 contains 12329 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24537 members 
Mstep: Class 19 contains 185417 members 
Mstep: Class 20 contains 9123 members 
Mstep: Class 21 contains 149075 members 
Mstep: Class 22 contains 35770 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40659 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 20257 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12955 members 
Mstep: Class 30 contains 5778 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 16974 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8826 members 
Mstep: Class 35 contains 5465 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 213207 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5891 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 7363 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004480.000000 Penalty: 162870.312500
Iteration 146Q: 48 clusters Score -1.420045e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54402 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6351 members 
Mstep: Class 7 contains 35947 members 
Mstep: Class 8 contains 140325 members 
Mstep: Class 9 contains 28638 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40499 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 36376 members 
Mstep: Class 15 contains 12287 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24568 members 
Mstep: Class 19 contains 186017 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 149054 members 
Mstep: Class 22 contains 35723 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40638 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 20263 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11078 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5758 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 16996 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8809 members 
Mstep: Class 35 contains 5469 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7046 members 
Mstep: Class 40 contains 212800 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5895 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 7364 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004576.000000 Penalty: 162870.312500
Iteration 147Q: 48 clusters Score -1.420046e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54364 members 
Mstep: Class 3 contains 6800 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6346 members 
Mstep: Class 7 contains 36090 members 
Mstep: Class 8 contains 140131 members 
Mstep: Class 9 contains 28633 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40491 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 36379 members 
Mstep: Class 15 contains 12252 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24589 members 
Mstep: Class 19 contains 186627 members 
Mstep: Class 20 contains 9119 members 
Mstep: Class 21 contains 149020 members 
Mstep: Class 22 contains 35689 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40621 members 
Mstep: Class 25 contains 1623 members 
Mstep: Class 26 contains 20275 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5750 members 
Mstep: Class 31 contains 5386 members 
Mstep: Class 32 contains 17008 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7046 members 
Mstep: Class 40 contains 212376 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5901 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 7361 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004448.000000 Penalty: 162870.312500
Iteration 148Q: 48 clusters Score -1.420044e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54333 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6346 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 139916 members 
Mstep: Class 9 contains 28635 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40481 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14538 members 
Mstep: Class 14 contains 36381 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 4268 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24616 members 
Mstep: Class 19 contains 187258 members 
Mstep: Class 20 contains 9118 members 
Mstep: Class 21 contains 148990 members 
Mstep: Class 22 contains 35659 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40609 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 20283 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12959 members 
Mstep: Class 30 contains 5731 members 
Mstep: Class 31 contains 5387 members 
Mstep: Class 32 contains 17006 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 211954 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5911 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 7345 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004688.000000 Penalty: 162870.312500
Iteration 149Q: 48 clusters Score -1.420047e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54309 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 36355 members 
Mstep: Class 8 contains 139696 members 
Mstep: Class 9 contains 28633 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40468 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 36389 members 
Mstep: Class 15 contains 12174 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24660 members 
Mstep: Class 19 contains 187879 members 
Mstep: Class 20 contains 9117 members 
Mstep: Class 21 contains 148962 members 
Mstep: Class 22 contains 35623 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40592 members 
Mstep: Class 25 contains 1627 members 
Mstep: Class 26 contains 20278 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5715 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 16997 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7044 members 
Mstep: Class 40 contains 211558 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5922 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 7342 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004768.000000 Penalty: 162870.312500
Iteration 150Q: 48 clusters Score -1.420048e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54284 members 
Mstep: Class 3 contains 6785 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 36477 members 
Mstep: Class 8 contains 139489 members 
Mstep: Class 9 contains 28631 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14534 members 
Mstep: Class 14 contains 36398 members 
Mstep: Class 15 contains 12133 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24701 members 
Mstep: Class 19 contains 188508 members 
Mstep: Class 20 contains 9119 members 
Mstep: Class 21 contains 148925 members 
Mstep: Class 22 contains 35591 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40577 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 20271 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 5395 members 
Mstep: Class 32 contains 16997 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8763 members 
Mstep: Class 35 contains 5475 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 211118 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5939 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7355 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004576.000000 Penalty: 162870.312500
Iteration 151Q: 48 clusters Score -1.420046e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54266 members 
Mstep: Class 3 contains 6780 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 36598 members 
Mstep: Class 8 contains 139301 members 
Mstep: Class 9 contains 28638 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40449 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 36406 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24742 members 
Mstep: Class 19 contains 189150 members 
Mstep: Class 20 contains 9119 members 
Mstep: Class 21 contains 148893 members 
Mstep: Class 22 contains 35550 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40553 members 
Mstep: Class 25 contains 1630 members 
Mstep: Class 26 contains 20245 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12961 members 
Mstep: Class 30 contains 5691 members 
Mstep: Class 31 contains 5396 members 
Mstep: Class 32 contains 17002 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 8745 members 
Mstep: Class 35 contains 5475 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 210699 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5957 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7358 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004512.000000 Penalty: 162870.312500
Iteration 152Q: 48 clusters Score -1.420045e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54244 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 36734 members 
Mstep: Class 8 contains 139149 members 
Mstep: Class 9 contains 28640 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40440 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 36410 members 
Mstep: Class 15 contains 12010 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24778 members 
Mstep: Class 19 contains 189822 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148860 members 
Mstep: Class 22 contains 35504 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40519 members 
Mstep: Class 25 contains 1630 members 
Mstep: Class 26 contains 20221 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 12962 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 5399 members 
Mstep: Class 32 contains 17004 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 8730 members 
Mstep: Class 35 contains 5477 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 210220 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5962 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7366 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004608.000000 Penalty: 162870.312500
Iteration 153Q: 48 clusters Score -1.420046e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54230 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 36866 members 
Mstep: Class 8 contains 138962 members 
Mstep: Class 9 contains 28639 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 36423 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 4325 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 190508 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148830 members 
Mstep: Class 22 contains 35451 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40491 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11079 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 17012 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 8712 members 
Mstep: Class 35 contains 5488 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 209747 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5972 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7370 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004944.000000 Penalty: 162870.312500
Iteration 154Q: 48 clusters Score -1.420049e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54203 members 
Mstep: Class 3 contains 6767 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 37001 members 
Mstep: Class 8 contains 138788 members 
Mstep: Class 9 contains 28639 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40425 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 36431 members 
Mstep: Class 15 contains 11904 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24829 members 
Mstep: Class 19 contains 191147 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148803 members 
Mstep: Class 22 contains 35403 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40458 members 
Mstep: Class 25 contains 1629 members 
Mstep: Class 26 contains 20187 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11079 members 
Mstep: Class 29 contains 12961 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 17001 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8697 members 
Mstep: Class 35 contains 5492 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 209334 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5985 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7366 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005024.000000 Penalty: 162870.312500
Iteration 155Q: 48 clusters Score -1.42005e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54153 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37116 members 
Mstep: Class 8 contains 138603 members 
Mstep: Class 9 contains 28634 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40420 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 11850 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24837 members 
Mstep: Class 19 contains 191782 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 148780 members 
Mstep: Class 22 contains 35360 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40429 members 
Mstep: Class 25 contains 1630 members 
Mstep: Class 26 contains 20191 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5653 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 16998 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8687 members 
Mstep: Class 35 contains 5500 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 208953 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5992 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7372 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005296.000000 Penalty: 162870.312500
Iteration 156Q: 48 clusters Score -1.420053e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54115 members 
Mstep: Class 3 contains 6760 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37221 members 
Mstep: Class 8 contains 138401 members 
Mstep: Class 9 contains 28643 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40415 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24853 members 
Mstep: Class 19 contains 192404 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 148751 members 
Mstep: Class 22 contains 35309 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40407 members 
Mstep: Class 25 contains 1631 members 
Mstep: Class 26 contains 20201 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11075 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5642 members 
Mstep: Class 31 contains 5413 members 
Mstep: Class 32 contains 16996 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8672 members 
Mstep: Class 35 contains 5504 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7044 members 
Mstep: Class 40 contains 208601 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 5997 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7372 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005584.000000 Penalty: 162870.312500
Iteration 157Q: 48 clusters Score -1.420056e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54087 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 37326 members 
Mstep: Class 8 contains 138177 members 
Mstep: Class 9 contains 28648 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40405 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24875 members 
Mstep: Class 19 contains 193021 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 148754 members 
Mstep: Class 22 contains 35279 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40383 members 
Mstep: Class 25 contains 1633 members 
Mstep: Class 26 contains 20216 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11072 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5632 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 16991 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8655 members 
Mstep: Class 35 contains 5509 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 208220 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6003 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005712.000000 Penalty: 162870.312500
Iteration 158Q: 48 clusters Score -1.420057e+08 nChanged 1433
Entering ConstructFrom: 
Score: -142005712.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81802.171875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81802.17 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82365.796875 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82365.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82634.593750 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -82634.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82773.109375 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -82773.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83020.382812 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -83020.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83252.250000 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83252.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83527.656250 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -83527.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83880.242188 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -83880.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -84191.828125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -84191.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -84387.382812 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -84387.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -84548.296875 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -84548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -84630.835938 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -84630.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -84723.234375 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -84723.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -84837.546875 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -84837.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -84889.867188 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -84889.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -84941.664062 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -84941.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -84980.632812 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -84980.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -84987.664062 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -84987.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -84990.781250 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -84990.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -84996.812500 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -84996.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -85002.781250 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -85002.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -85028.460938 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -85028.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -85034.632812 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -85034.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -85040.851562 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -85040.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -85040.851562 Penalty: 3342.123535
	Iteration 24F: 3 clusters Score -85040.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 126 members 
Entering Unmasked Estep 
Score: -142005520.000000 Penalty: 166335.640625
Splitting cluster 1 changes total score from -142005712.000000 to -142005520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Entering Unmasked Estep 
Score: -6850087.000000 Penalty: 2702.671387
	Iteration 0F: 2 clusters Score -6850087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -6813613.000000 Penalty: 5405.342773
	Iteration 0F: 3 clusters Score -6813613 nChanged 25040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -6827422.500000 Penalty: 5405.342773
	Iteration 1F: 3 clusters Score -6827422 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6827889.000000 Penalty: 5405.342773
	Iteration 2Q: 3 clusters Score -6827889 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6828340.000000 Penalty: 5405.342773
	Iteration 3Q: 3 clusters Score -6828340 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -6828792.500000 Penalty: 5405.342773
	Iteration 4Q: 3 clusters Score -6828792 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -6829383.500000 Penalty: 5405.342773
	Iteration 5Q: 3 clusters Score -6829384 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6830255.000000 Penalty: 5405.342773
	Iteration 6Q: 3 clusters Score -6830255 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6831791.000000 Penalty: 5405.342773
	Iteration 7F: 3 clusters Score -6831791 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -6834172.500000 Penalty: 5405.342773
	Iteration 8F: 3 clusters Score -6834172 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -6837499.000000 Penalty: 5405.342773
	Iteration 9F: 3 clusters Score -6837499 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -6841018.000000 Penalty: 5405.342773
	Iteration 10F: 3 clusters Score -6841018 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -6843891.500000 Penalty: 5405.342773
	Iteration 11F: 3 clusters Score -6843892 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6845822.500000 Penalty: 5405.342773
	Iteration 12Q: 3 clusters Score -6845822 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6846832.000000 Penalty: 5405.342773
	Iteration 13Q: 3 clusters Score -6846832 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6847385.500000 Penalty: 5405.342773
	Iteration 14Q: 3 clusters Score -6847386 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6847646.000000 Penalty: 5405.342773
	Iteration 15Q: 3 clusters Score -6847646 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6847762.500000 Penalty: 5405.342773
	Iteration 16Q: 3 clusters Score -6847762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6847842.500000 Penalty: 5405.342773
	Iteration 17Q: 3 clusters Score -6847842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6847885.500000 Penalty: 5405.342773
	Iteration 18Q: 3 clusters Score -6847886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6847913.000000 Penalty: 5405.342773
	Iteration 19Q: 3 clusters Score -6847913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6847934.500000 Penalty: 5405.342773
	Iteration 20F: 3 clusters Score -6847934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6847934.000000 Penalty: 5405.342773
	Iteration 21Q: 3 clusters Score -6847934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6847954.000000 Penalty: 5405.342773
	Iteration 22Q: 3 clusters Score -6847954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6847951.000000 Penalty: 5405.342773
	Iteration 23Q: 3 clusters Score -6847951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6847959.000000 Penalty: 5405.342773
	Iteration 24Q: 3 clusters Score -6847959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6847962.000000 Penalty: 5405.342773
	Iteration 25Q: 3 clusters Score -6847962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6847957.500000 Penalty: 5405.342773
	Iteration 26Q: 3 clusters Score -6847958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6847960.500000 Penalty: 5405.342773
	Iteration 27Q: 3 clusters Score -6847960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6847967.000000 Penalty: 5405.342773
	Iteration 28Q: 3 clusters Score -6847967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6847965.000000 Penalty: 5405.342773
	Iteration 29Q: 3 clusters Score -6847965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6847974.500000 Penalty: 5405.342773
	Iteration 30Q: 3 clusters Score -6847974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6847975.500000 Penalty: 5405.342773
	Iteration 31Q: 3 clusters Score -6847976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6847979.500000 Penalty: 5405.342773
	Iteration 32Q: 3 clusters Score -6847980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6847977.000000 Penalty: 5405.342773
	Iteration 33Q: 3 clusters Score -6847977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6847983.500000 Penalty: 5405.342773
	Iteration 34Q: 3 clusters Score -6847984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6847988.500000 Penalty: 5405.342773
	Iteration 35Q: 3 clusters Score -6847988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6847984.500000 Penalty: 5405.342773
	Iteration 36Q: 3 clusters Score -6847984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6847985.500000 Penalty: 5405.342773
	Iteration 37Q: 3 clusters Score -6847986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6847985.500000 Penalty: 5405.342773
	Iteration 38F: 3 clusters Score -6847986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -818413.937500 Penalty: 2186.763184
	Iteration 0F: 2 clusters Score -818413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -812824.250000 Penalty: 4373.526367
	Iteration 0F: 3 clusters Score -812824.2 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -814323.937500 Penalty: 4373.526367
	Iteration 1F: 3 clusters Score -814323.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -814583.500000 Penalty: 4373.526367
	Iteration 2F: 3 clusters Score -814583.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -814771.437500 Penalty: 4373.526367
	Iteration 3F: 3 clusters Score -814771.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -814929.625000 Penalty: 4373.526367
	Iteration 4Q: 3 clusters Score -814929.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -815069.625000 Penalty: 4373.526367
	Iteration 5Q: 3 clusters Score -815069.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -815193.500000 Penalty: 4373.526367
	Iteration 6Q: 3 clusters Score -815193.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -815323.687500 Penalty: 4373.526367
	Iteration 7Q: 3 clusters Score -815323.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -815475.062500 Penalty: 4373.526367
	Iteration 8Q: 3 clusters Score -815475.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -815623.687500 Penalty: 4373.526367
	Iteration 9Q: 3 clusters Score -815623.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -815773.187500 Penalty: 4373.526367
	Iteration 10Q: 3 clusters Score -815773.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -815937.687500 Penalty: 4373.526367
	Iteration 11Q: 3 clusters Score -815937.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -816078.812500 Penalty: 4373.526367
	Iteration 12Q: 3 clusters Score -816078.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -816206.500000 Penalty: 4373.526367
	Iteration 13Q: 3 clusters Score -816206.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -816321.062500 Penalty: 4373.526367
	Iteration 14Q: 3 clusters Score -816321.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -816422.187500 Penalty: 4373.526367
	Iteration 15Q: 3 clusters Score -816422.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -816494.312500 Penalty: 4373.526367
	Iteration 16Q: 3 clusters Score -816494.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -816551.687500 Penalty: 4373.526367
	Iteration 17Q: 3 clusters Score -816551.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -816591.375000 Penalty: 4373.526367
	Iteration 18Q: 3 clusters Score -816591.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -816628.312500 Penalty: 4373.526367
	Iteration 19Q: 3 clusters Score -816628.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -816651.312500 Penalty: 4373.526367
	Iteration 20F: 3 clusters Score -816651.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -816673.125000 Penalty: 4373.526367
	Iteration 21Q: 3 clusters Score -816673.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -816688.500000 Penalty: 4373.526367
	Iteration 22Q: 3 clusters Score -816688.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -816699.375000 Penalty: 4373.526367
	Iteration 23Q: 3 clusters Score -816699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -816714.437500 Penalty: 4373.526367
	Iteration 24Q: 3 clusters Score -816714.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -816727.125000 Penalty: 4373.526367
	Iteration 25Q: 3 clusters Score -816727.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -816736.687500 Penalty: 4373.526367
	Iteration 26Q: 3 clusters Score -816736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -816746.625000 Penalty: 4373.526367
	Iteration 27Q: 3 clusters Score -816746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -816755.375000 Penalty: 4373.526367
	Iteration 28Q: 3 clusters Score -816755.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -816760.687500 Penalty: 4373.526367
	Iteration 29Q: 3 clusters Score -816760.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -816769.437500 Penalty: 4373.526367
	Iteration 30Q: 3 clusters Score -816769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -816774.000000 Penalty: 4373.526367
	Iteration 31Q: 3 clusters Score -816774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -816778.750000 Penalty: 4373.526367
	Iteration 32Q: 3 clusters Score -816778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -816784.062500 Penalty: 4373.526367
	Iteration 33Q: 3 clusters Score -816784.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -816790.875000 Penalty: 4373.526367
	Iteration 34Q: 3 clusters Score -816790.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -816795.937500 Penalty: 4373.526367
	Iteration 35Q: 3 clusters Score -816795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -816800.250000 Penalty: 4373.526367
	Iteration 36Q: 3 clusters Score -816800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -816803.687500 Penalty: 4373.526367
	Iteration 37Q: 3 clusters Score -816803.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -816806.625000 Penalty: 4373.526367
	Iteration 38Q: 3 clusters Score -816806.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -816812.937500 Penalty: 4373.526367
	Iteration 39Q: 3 clusters Score -816812.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -816821.000000 Penalty: 4373.526367
	Iteration 40F: 3 clusters Score -816821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -816826.375000 Penalty: 4373.526367
	Iteration 41Q: 3 clusters Score -816826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -816832.937500 Penalty: 4373.526367
	Iteration 42Q: 3 clusters Score -816832.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -816835.562500 Penalty: 4373.526367
	Iteration 43Q: 3 clusters Score -816835.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -816840.687500 Penalty: 4373.526367
	Iteration 44Q: 3 clusters Score -816840.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -816848.062500 Penalty: 4373.526367
	Iteration 45Q: 3 clusters Score -816848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -816855.250000 Penalty: 4373.526367
	Iteration 46Q: 3 clusters Score -816855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -816858.312500 Penalty: 4373.526367
	Iteration 47Q: 3 clusters Score -816858.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -816863.312500 Penalty: 4373.526367
	Iteration 48Q: 3 clusters Score -816863.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -816865.687500 Penalty: 4373.526367
	Iteration 49Q: 3 clusters Score -816865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -816872.437500 Penalty: 4373.526367
	Iteration 50Q: 3 clusters Score -816872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -816872.750000 Penalty: 4373.526367
	Iteration 51Q: 3 clusters Score -816872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -816877.312500 Penalty: 4373.526367
	Iteration 52Q: 3 clusters Score -816877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -816878.437500 Penalty: 4373.526367
	Iteration 53Q: 3 clusters Score -816878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -816882.187500 Penalty: 4373.526367
	Iteration 54Q: 3 clusters Score -816882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -816881.500000 Penalty: 4373.526367
	Iteration 55Q: 3 clusters Score -816881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -816881.437500 Penalty: 4373.526367
	Iteration 56Q: 3 clusters Score -816881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -816882.875000 Penalty: 4373.526367
	Iteration 57Q: 3 clusters Score -816882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -816882.625000 Penalty: 4373.526367
	Iteration 58Q: 3 clusters Score -816882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -816884.687500 Penalty: 4373.526367
	Iteration 59Q: 3 clusters Score -816884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -816884.062500 Penalty: 4373.526367
	Iteration 60F: 3 clusters Score -816884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -816884.125000 Penalty: 4373.526367
	Iteration 61Q: 3 clusters Score -816884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -816884.125000 Penalty: 4373.526367
	Iteration 62F: 3 clusters Score -816884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133372.562500 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133372.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133747.046875 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133747 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133945.343750 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133945.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134218.265625 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -134218.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134423.000000 Penalty: 3504.120605
	Iteration 4F: 3 clusters Score -134423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134558.296875 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134558.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134677.609375 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134677.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -134750.406250 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134750.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134810.000000 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134838.453125 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -134855.359375 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134873.125000 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134885.390625 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134891.359375 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134905.843750 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134916.437500 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -134918.500000 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134920.125000 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134924.609375 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134938.375000 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134938.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134944.500000 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134947.343750 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134947.343750 Penalty: 3504.120605
	Iteration 22F: 3 clusters Score -134947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -286718.500000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -286718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283884.031250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -283884 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -284374.812500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -284374.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284484.312500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -284484.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284556.875000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -284556.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284605.500000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -284605.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -284637.156250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -284637.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284657.437500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -284657.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284668.437500 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -284668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -284675.812500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -284675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -284682.593750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -284682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -284687.625000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -284687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -284691.375000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -284691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284696.781250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -284696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -284706.093750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -284706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -284709.125000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -284709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284712.062500 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -284712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -284715.562500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -284715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284719.562500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -284719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -284720.312500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -284720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284720.468750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -284720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284720.468750 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -284720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -766496.375000 Penalty: 2171.188477
	Iteration 0F: 2 clusters Score -766496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -761106.562500 Penalty: 4342.376953
	Iteration 0F: 3 clusters Score -761106.6 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -762502.000000 Penalty: 4342.376953
	Iteration 1F: 3 clusters Score -762502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -762785.375000 Penalty: 4342.376953
	Iteration 2F: 3 clusters Score -762785.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -762963.875000 Penalty: 4342.376953
	Iteration 3F: 3 clusters Score -762963.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -763076.687500 Penalty: 4342.376953
	Iteration 4Q: 3 clusters Score -763076.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -763172.000000 Penalty: 4342.376953
	Iteration 5Q: 3 clusters Score -763172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -763260.000000 Penalty: 4342.376953
	Iteration 6Q: 3 clusters Score -763260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -763344.750000 Penalty: 4342.376953
	Iteration 7Q: 3 clusters Score -763344.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -763427.375000 Penalty: 4342.376953
	Iteration 8Q: 3 clusters Score -763427.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -763501.937500 Penalty: 4342.376953
	Iteration 9Q: 3 clusters Score -763501.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -763582.937500 Penalty: 4342.376953
	Iteration 10Q: 3 clusters Score -763582.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -763676.250000 Penalty: 4342.376953
	Iteration 11Q: 3 clusters Score -763676.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -763766.187500 Penalty: 4342.376953
	Iteration 12Q: 3 clusters Score -763766.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -763822.937500 Penalty: 4342.376953
	Iteration 13Q: 3 clusters Score -763822.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -763868.000000 Penalty: 4342.376953
	Iteration 14Q: 3 clusters Score -763868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -763900.312500 Penalty: 4342.376953
	Iteration 15Q: 3 clusters Score -763900.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -763930.687500 Penalty: 4342.376953
	Iteration 16Q: 3 clusters Score -763930.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -763958.000000 Penalty: 4342.376953
	Iteration 17Q: 3 clusters Score -763958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -763983.562500 Penalty: 4342.376953
	Iteration 18Q: 3 clusters Score -763983.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -764012.687500 Penalty: 4342.376953
	Iteration 19Q: 3 clusters Score -764012.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -764043.000000 Penalty: 4342.376953
	Iteration 20F: 3 clusters Score -764043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -764073.750000 Penalty: 4342.376953
	Iteration 21Q: 3 clusters Score -764073.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -764097.625000 Penalty: 4342.376953
	Iteration 22Q: 3 clusters Score -764097.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -764122.937500 Penalty: 4342.376953
	Iteration 23Q: 3 clusters Score -764122.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -764146.187500 Penalty: 4342.376953
	Iteration 24Q: 3 clusters Score -764146.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -764169.375000 Penalty: 4342.376953
	Iteration 25Q: 3 clusters Score -764169.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -764187.000000 Penalty: 4342.376953
	Iteration 26Q: 3 clusters Score -764187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -764211.625000 Penalty: 4342.376953
	Iteration 27Q: 3 clusters Score -764211.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -764233.312500 Penalty: 4342.376953
	Iteration 28Q: 3 clusters Score -764233.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -764253.562500 Penalty: 4342.376953
	Iteration 29Q: 3 clusters Score -764253.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -764268.937500 Penalty: 4342.376953
	Iteration 30Q: 3 clusters Score -764268.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -764286.937500 Penalty: 4342.376953
	Iteration 31Q: 3 clusters Score -764286.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -764303.937500 Penalty: 4342.376953
	Iteration 32Q: 3 clusters Score -764303.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -764319.062500 Penalty: 4342.376953
	Iteration 33Q: 3 clusters Score -764319.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -764339.125000 Penalty: 4342.376953
	Iteration 34Q: 3 clusters Score -764339.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -764359.562500 Penalty: 4342.376953
	Iteration 35Q: 3 clusters Score -764359.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -764372.125000 Penalty: 4342.376953
	Iteration 36Q: 3 clusters Score -764372.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -764389.062500 Penalty: 4342.376953
	Iteration 37Q: 3 clusters Score -764389.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -764404.875000 Penalty: 4342.376953
	Iteration 38Q: 3 clusters Score -764404.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -764419.687500 Penalty: 4342.376953
	Iteration 39Q: 3 clusters Score -764419.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -764427.312500 Penalty: 4342.376953
	Iteration 40F: 3 clusters Score -764427.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -764434.250000 Penalty: 4342.376953
	Iteration 41Q: 3 clusters Score -764434.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -764439.625000 Penalty: 4342.376953
	Iteration 42Q: 3 clusters Score -764439.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -764443.937500 Penalty: 4342.376953
	Iteration 43Q: 3 clusters Score -764443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -764450.312500 Penalty: 4342.376953
	Iteration 44Q: 3 clusters Score -764450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -764455.687500 Penalty: 4342.376953
	Iteration 45Q: 3 clusters Score -764455.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -764461.125000 Penalty: 4342.376953
	Iteration 46Q: 3 clusters Score -764461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -764465.437500 Penalty: 4342.376953
	Iteration 47Q: 3 clusters Score -764465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -764469.875000 Penalty: 4342.376953
	Iteration 48Q: 3 clusters Score -764469.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -764474.062500 Penalty: 4342.376953
	Iteration 49Q: 3 clusters Score -764474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -764477.875000 Penalty: 4342.376953
	Iteration 50Q: 3 clusters Score -764477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -764479.875000 Penalty: 4342.376953
	Iteration 51Q: 3 clusters Score -764479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -764485.875000 Penalty: 4342.376953
	Iteration 52Q: 3 clusters Score -764485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -764493.062500 Penalty: 4342.376953
	Iteration 53Q: 3 clusters Score -764493.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -764497.000000 Penalty: 4342.376953
	Iteration 54Q: 3 clusters Score -764497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -764501.250000 Penalty: 4342.376953
	Iteration 55Q: 3 clusters Score -764501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -764504.500000 Penalty: 4342.376953
	Iteration 56Q: 3 clusters Score -764504.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -764511.562500 Penalty: 4342.376953
	Iteration 57Q: 3 clusters Score -764511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -764514.812500 Penalty: 4342.376953
	Iteration 58Q: 3 clusters Score -764514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -764517.875000 Penalty: 4342.376953
	Iteration 59Q: 3 clusters Score -764517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -764517.437500 Penalty: 4342.376953
	Iteration 60F: 3 clusters Score -764517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -764519.125000 Penalty: 4342.376953
	Iteration 61Q: 3 clusters Score -764519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -764519.125000 Penalty: 4342.376953
	Iteration 62F: 3 clusters Score -764519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Entering Unmasked Estep 
Score: -4574699.500000 Penalty: 2611.562744
	Iteration 0F: 2 clusters Score -4574700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4549349.000000 Penalty: 5223.125488
	Iteration 0F: 3 clusters Score -4549349 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4559064.500000 Penalty: 5223.125488
	Iteration 1F: 3 clusters Score -4559064 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4560189.000000 Penalty: 5223.125488
	Iteration 2F: 3 clusters Score -4560189 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4562043.500000 Penalty: 5223.125488
	Iteration 3F: 3 clusters Score -4562044 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4565257.000000 Penalty: 5223.125488
	Iteration 4F: 3 clusters Score -4565257 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4568836.000000 Penalty: 5223.125488
	Iteration 5F: 3 clusters Score -4568836 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4571442.000000 Penalty: 5223.125488
	Iteration 6F: 3 clusters Score -4571442 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4572892.500000 Penalty: 5223.125488
	Iteration 7F: 3 clusters Score -4572892 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4573687.000000 Penalty: 5223.125488
	Iteration 8Q: 3 clusters Score -4573687 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4574028.500000 Penalty: 5223.125488
	Iteration 9Q: 3 clusters Score -4574028 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4574219.500000 Penalty: 5223.125488
	Iteration 10Q: 3 clusters Score -4574220 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4574350.500000 Penalty: 5223.125488
	Iteration 11Q: 3 clusters Score -4574350 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4574440.000000 Penalty: 5223.125488
	Iteration 12Q: 3 clusters Score -4574440 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4574512.000000 Penalty: 5223.125488
	Iteration 13Q: 3 clusters Score -4574512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4574564.500000 Penalty: 5223.125488
	Iteration 14Q: 3 clusters Score -4574564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4574582.500000 Penalty: 5223.125488
	Iteration 15Q: 3 clusters Score -4574582 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4574623.000000 Penalty: 5223.125488
	Iteration 16Q: 3 clusters Score -4574623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4574638.000000 Penalty: 5223.125488
	Iteration 17Q: 3 clusters Score -4574638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4574659.500000 Penalty: 5223.125488
	Iteration 18Q: 3 clusters Score -4574660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4574682.500000 Penalty: 5223.125488
	Iteration 19Q: 3 clusters Score -4574682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4574709.500000 Penalty: 5223.125488
	Iteration 20F: 3 clusters Score -4574710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4574713.500000 Penalty: 5223.125488
	Iteration 21Q: 3 clusters Score -4574714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4574721.000000 Penalty: 5223.125488
	Iteration 22Q: 3 clusters Score -4574721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4574732.500000 Penalty: 5223.125488
	Iteration 23Q: 3 clusters Score -4574732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4574737.000000 Penalty: 5223.125488
	Iteration 24Q: 3 clusters Score -4574737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4574765.000000 Penalty: 5223.125488
	Iteration 25Q: 3 clusters Score -4574765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4574782.000000 Penalty: 5223.125488
	Iteration 26Q: 3 clusters Score -4574782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4574778.000000 Penalty: 5223.125488
	Iteration 27Q: 3 clusters Score -4574778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4574781.500000 Penalty: 5223.125488
	Iteration 28Q: 3 clusters Score -4574782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4574779.000000 Penalty: 5223.125488
	Iteration 29Q: 3 clusters Score -4574779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4574791.000000 Penalty: 5223.125488
	Iteration 30Q: 3 clusters Score -4574791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4574801.500000 Penalty: 5223.125488
	Iteration 31Q: 3 clusters Score -4574802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4574796.500000 Penalty: 5223.125488
	Iteration 32Q: 3 clusters Score -4574796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4574805.500000 Penalty: 5223.125488
	Iteration 33Q: 3 clusters Score -4574806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4574810.500000 Penalty: 5223.125488
	Iteration 34Q: 3 clusters Score -4574810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4574796.500000 Penalty: 5223.125488
	Iteration 35Q: 3 clusters Score -4574796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4574798.000000 Penalty: 5223.125488
	Iteration 36Q: 3 clusters Score -4574798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4574802.500000 Penalty: 5223.125488
	Iteration 37Q: 3 clusters Score -4574802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4574809.500000 Penalty: 5223.125488
	Iteration 38Q: 3 clusters Score -4574810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4574804.000000 Penalty: 5223.125488
	Iteration 39Q: 3 clusters Score -4574804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4574814.500000 Penalty: 5223.125488
	Iteration 40F: 3 clusters Score -4574814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4574818.000000 Penalty: 5223.125488
	Iteration 41Q: 3 clusters Score -4574818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4574830.500000 Penalty: 5223.125488
	Iteration 42Q: 3 clusters Score -4574830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4574826.000000 Penalty: 5223.125488
	Iteration 43Q: 3 clusters Score -4574826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4574833.000000 Penalty: 5223.125488
	Iteration 44Q: 3 clusters Score -4574833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4574824.000000 Penalty: 5223.125488
	Iteration 45Q: 3 clusters Score -4574824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4574826.000000 Penalty: 5223.125488
	Iteration 46Q: 3 clusters Score -4574826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4574835.500000 Penalty: 5223.125488
	Iteration 47Q: 3 clusters Score -4574836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4574824.500000 Penalty: 5223.125488
	Iteration 48Q: 3 clusters Score -4574824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4574842.500000 Penalty: 5223.125488
	Iteration 49Q: 3 clusters Score -4574842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4574849.000000 Penalty: 5223.125488
	Iteration 50Q: 3 clusters Score -4574849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4574840.500000 Penalty: 5223.125488
	Iteration 51Q: 3 clusters Score -4574840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4574848.000000 Penalty: 5223.125488
	Iteration 52Q: 3 clusters Score -4574848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4574845.500000 Penalty: 5223.125488
	Iteration 53Q: 3 clusters Score -4574846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -4574851.500000 Penalty: 5223.125488
	Iteration 54Q: 3 clusters Score -4574852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4574852.000000 Penalty: 5223.125488
	Iteration 55Q: 3 clusters Score -4574852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4574842.500000 Penalty: 5223.125488
	Iteration 56Q: 3 clusters Score -4574842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4574849.500000 Penalty: 5223.125488
	Iteration 57Q: 3 clusters Score -4574850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4574848.500000 Penalty: 5223.125488
	Iteration 58Q: 3 clusters Score -4574848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4574846.500000 Penalty: 5223.125488
	Iteration 59Q: 3 clusters Score -4574846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4574851.000000 Penalty: 5223.125488
	Iteration 60F: 3 clusters Score -4574851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4574845.500000 Penalty: 5223.125488
	Iteration 61Q: 3 clusters Score -4574846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4574845.500000 Penalty: 5223.125488
	Iteration 62Q: 3 clusters Score -4574846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4574847.500000 Penalty: 5223.125488
	Iteration 63Q: 3 clusters Score -4574848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4574843.500000 Penalty: 5223.125488
	Iteration 64Q: 3 clusters Score -4574844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4574846.500000 Penalty: 5223.125488
	Iteration 65Q: 3 clusters Score -4574846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4574846.500000 Penalty: 5223.125488
	Iteration 66Q: 3 clusters Score -4574846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4574846.500000 Penalty: 5223.125488
	Iteration 67F: 3 clusters Score -4574846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 4186 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 33254 members 
Entering Unmasked Estep 
Score: -142005216.000000 Penalty: 166335.640625
Splitting cluster 7 changes total score from -142005712.000000 to -142005216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (137950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137950 members 
Entering Unmasked Estep 
Score: -17284222.000000 Penalty: 2934.992188
	Iteration 0F: 2 clusters Score -1.728422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -17192290.000000 Penalty: 5869.984375
	Iteration 0F: 3 clusters Score -1.719229e+07 nChanged 65741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -17229392.000000 Penalty: 5869.984375
	Iteration 1F: 3 clusters Score -1.722939e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -17230212.000000 Penalty: 5869.984375
	Iteration 2Q: 3 clusters Score -1.723021e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -17231024.000000 Penalty: 5869.984375
	Iteration 3Q: 3 clusters Score -1.723102e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -17232072.000000 Penalty: 5869.984375
	Iteration 4Q: 3 clusters Score -1.723207e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -17233782.000000 Penalty: 5869.984375
	Iteration 5Q: 3 clusters Score -1.723378e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -17236568.000000 Penalty: 5869.984375
	Iteration 6Q: 3 clusters Score -1.723657e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -17241580.000000 Penalty: 5869.984375
	Iteration 7F: 3 clusters Score -1.724158e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -17249868.000000 Penalty: 5869.984375
	Iteration 8F: 3 clusters Score -1.724987e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -17261064.000000 Penalty: 5869.984375
	Iteration 9F: 3 clusters Score -1.726106e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -17271930.000000 Penalty: 5869.984375
	Iteration 10F: 3 clusters Score -1.727193e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -17278176.000000 Penalty: 5869.984375
	Iteration 11Q: 3 clusters Score -1.727818e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 136711 members 
Entering Unmasked Estep 
Score: -17280492.000000 Penalty: 5869.984375
	Iteration 12Q: 3 clusters Score -1.728049e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -17281148.000000 Penalty: 5869.984375
	Iteration 13Q: 3 clusters Score -1.728115e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -17281366.000000 Penalty: 5869.984375
	Iteration 14Q: 3 clusters Score -1.728137e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -17281468.000000 Penalty: 5869.984375
	Iteration 15Q: 3 clusters Score -1.728147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 137689 members 
Entering Unmasked Estep 
Score: -17281528.000000 Penalty: 5869.984375
	Iteration 16Q: 3 clusters Score -1.728153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137700 members 
Entering Unmasked Estep 
Score: -17281548.000000 Penalty: 5869.984375
	Iteration 17Q: 3 clusters Score -1.728155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137704 members 
Entering Unmasked Estep 
Score: -17281564.000000 Penalty: 5869.984375
	Iteration 18Q: 3 clusters Score -1.728156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -17281572.000000 Penalty: 5869.984375
	Iteration 19Q: 3 clusters Score -1.728157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -17281592.000000 Penalty: 5869.984375
	Iteration 20F: 3 clusters Score -1.728159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 137712 members 
Entering Unmasked Estep 
Score: -17281596.000000 Penalty: 5869.984375
	Iteration 21Q: 3 clusters Score -1.72816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 137714 members 
Entering Unmasked Estep 
Score: -17281598.000000 Penalty: 5869.984375
	Iteration 22Q: 3 clusters Score -1.72816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -17281604.000000 Penalty: 5869.984375
	Iteration 23Q: 3 clusters Score -1.72816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -17281604.000000 Penalty: 5869.984375
	Iteration 24F: 3 clusters Score -1.72816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Entering Unmasked Estep 
Score: -3530079.500000 Penalty: 2545.149414
	Iteration 0F: 2 clusters Score -3530080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3510431.250000 Penalty: 5090.298828
	Iteration 0F: 3 clusters Score -3510431 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3517723.250000 Penalty: 5090.298828
	Iteration 1F: 3 clusters Score -3517723 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3518768.000000 Penalty: 5090.298828
	Iteration 2F: 3 clusters Score -3518768 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3520322.000000 Penalty: 5090.298828
	Iteration 3F: 3 clusters Score -3520322 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3522259.500000 Penalty: 5090.298828
	Iteration 4F: 3 clusters Score -3522260 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3524113.000000 Penalty: 5090.298828
	Iteration 5F: 3 clusters Score -3524113 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3525375.250000 Penalty: 5090.298828
	Iteration 6F: 3 clusters Score -3525375 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3526250.500000 Penalty: 5090.298828
	Iteration 7F: 3 clusters Score -3526250 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3526787.750000 Penalty: 5090.298828
	Iteration 8Q: 3 clusters Score -3526788 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3527196.000000 Penalty: 5090.298828
	Iteration 9Q: 3 clusters Score -3527196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3527580.250000 Penalty: 5090.298828
	Iteration 10Q: 3 clusters Score -3527580 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3527886.250000 Penalty: 5090.298828
	Iteration 11Q: 3 clusters Score -3527886 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3528139.000000 Penalty: 5090.298828
	Iteration 12Q: 3 clusters Score -3528139 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3528347.750000 Penalty: 5090.298828
	Iteration 13Q: 3 clusters Score -3528348 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3528538.250000 Penalty: 5090.298828
	Iteration 14Q: 3 clusters Score -3528538 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3528722.500000 Penalty: 5090.298828
	Iteration 15Q: 3 clusters Score -3528722 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3528872.500000 Penalty: 5090.298828
	Iteration 16Q: 3 clusters Score -3528872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3528990.500000 Penalty: 5090.298828
	Iteration 17Q: 3 clusters Score -3528990 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3529093.000000 Penalty: 5090.298828
	Iteration 18Q: 3 clusters Score -3529093 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3529190.000000 Penalty: 5090.298828
	Iteration 19Q: 3 clusters Score -3529190 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3529269.000000 Penalty: 5090.298828
	Iteration 20F: 3 clusters Score -3529269 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3529359.500000 Penalty: 5090.298828
	Iteration 21Q: 3 clusters Score -3529360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3529396.750000 Penalty: 5090.298828
	Iteration 22Q: 3 clusters Score -3529397 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3529442.000000 Penalty: 5090.298828
	Iteration 23Q: 3 clusters Score -3529442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3529471.500000 Penalty: 5090.298828
	Iteration 24Q: 3 clusters Score -3529472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3529508.000000 Penalty: 5090.298828
	Iteration 25Q: 3 clusters Score -3529508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3529534.500000 Penalty: 5090.298828
	Iteration 26Q: 3 clusters Score -3529534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3529531.750000 Penalty: 5090.298828
	Iteration 27Q: 3 clusters Score -3529532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3529537.000000 Penalty: 5090.298828
	Iteration 28Q: 3 clusters Score -3529537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3529545.500000 Penalty: 5090.298828
	Iteration 29Q: 3 clusters Score -3529546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3529557.500000 Penalty: 5090.298828
	Iteration 30Q: 3 clusters Score -3529558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3529563.500000 Penalty: 5090.298828
	Iteration 31Q: 3 clusters Score -3529564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3529562.750000 Penalty: 5090.298828
	Iteration 32Q: 3 clusters Score -3529563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3529564.750000 Penalty: 5090.298828
	Iteration 33Q: 3 clusters Score -3529565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3529566.000000 Penalty: 5090.298828
	Iteration 34Q: 3 clusters Score -3529566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3529574.250000 Penalty: 5090.298828
	Iteration 35Q: 3 clusters Score -3529574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3529574.750000 Penalty: 5090.298828
	Iteration 36Q: 3 clusters Score -3529575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3529573.500000 Penalty: 5090.298828
	Iteration 37Q: 3 clusters Score -3529574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3529578.250000 Penalty: 5090.298828
	Iteration 38Q: 3 clusters Score -3529578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3529579.750000 Penalty: 5090.298828
	Iteration 39Q: 3 clusters Score -3529580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3529580.250000 Penalty: 5090.298828
	Iteration 40F: 3 clusters Score -3529580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3529582.250000 Penalty: 5090.298828
	Iteration 41Q: 3 clusters Score -3529582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3529584.000000 Penalty: 5090.298828
	Iteration 42Q: 3 clusters Score -3529584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3529589.750000 Penalty: 5090.298828
	Iteration 43Q: 3 clusters Score -3529590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3529587.750000 Penalty: 5090.298828
	Iteration 44Q: 3 clusters Score -3529588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3529590.750000 Penalty: 5090.298828
	Iteration 45Q: 3 clusters Score -3529591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3529591.750000 Penalty: 5090.298828
	Iteration 46Q: 3 clusters Score -3529592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3529587.500000 Penalty: 5090.298828
	Iteration 47Q: 3 clusters Score -3529588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3529587.750000 Penalty: 5090.298828
	Iteration 48Q: 3 clusters Score -3529588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3529589.750000 Penalty: 5090.298828
	Iteration 49Q: 3 clusters Score -3529590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3529589.000000 Penalty: 5090.298828
	Iteration 50Q: 3 clusters Score -3529589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3529588.250000 Penalty: 5090.298828
	Iteration 51Q: 3 clusters Score -3529588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3529588.000000 Penalty: 5090.298828
	Iteration 52Q: 3 clusters Score -3529588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3529587.750000 Penalty: 5090.298828
	Iteration 53Q: 3 clusters Score -3529588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3529586.000000 Penalty: 5090.298828
	Iteration 54Q: 3 clusters Score -3529586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3529585.500000 Penalty: 5090.298828
	Iteration 55Q: 3 clusters Score -3529586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3529590.250000 Penalty: 5090.298828
	Iteration 56Q: 3 clusters Score -3529590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3529590.000000 Penalty: 5090.298828
	Iteration 57Q: 3 clusters Score -3529590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3529586.750000 Penalty: 5090.298828
	Iteration 58Q: 3 clusters Score -3529587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3529589.250000 Penalty: 5090.298828
	Iteration 59Q: 3 clusters Score -3529589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3529588.000000 Penalty: 5090.298828
	Iteration 60F: 3 clusters Score -3529588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3529588.500000 Penalty: 5090.298828
	Iteration 61Q: 3 clusters Score -3529588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3529586.000000 Penalty: 5090.298828
	Iteration 62Q: 3 clusters Score -3529586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3529586.000000 Penalty: 5090.298828
	Iteration 63F: 3 clusters Score -3529586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 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 300 members 
Entering Unmasked Estep 
Score: -60111.199219 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60111.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60299.437500 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60299.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60371.820312 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60371.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60435.347656 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60435.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60499.300781 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60545.953125 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60545.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60591.773438 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60591.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60654.375000 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60654.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60715.167969 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60715.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60811.113281 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60811.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60872.148438 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60872.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60933.000000 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60979.480469 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60979.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60996.031250 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60996.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61027.015625 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -61027.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61057.042969 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -61057.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61116.550781 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -61116.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61196.164062 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -61196.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61344.679688 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -61344.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61356.683594 Penalty: 3157.769287
	Iteration 19Q: 3 clusters Score -61356.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61360.347656 Penalty: 3157.769287
	Iteration 20F: 3 clusters Score -61360.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61367.609375 Penalty: 3157.769287
	Iteration 21Q: 3 clusters Score -61367.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61376.765625 Penalty: 3157.769287
	Iteration 22Q: 3 clusters Score -61376.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61390.667969 Penalty: 3157.769287
	Iteration 23Q: 3 clusters Score -61390.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61390.667969 Penalty: 3157.769287
	Iteration 24F: 3 clusters Score -61390.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Entering Unmasked Estep 
Score: -5016111.000000 Penalty: 2630.445312
	Iteration 0F: 2 clusters Score -5016111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4988908.000000 Penalty: 5260.890625
	Iteration 0F: 3 clusters Score -4988908 nChanged 18437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4999457.000000 Penalty: 5260.890625
	Iteration 1F: 3 clusters Score -4999457 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5000350.000000 Penalty: 5260.890625
	Iteration 2F: 3 clusters Score -5000350 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5001321.000000 Penalty: 5260.890625
	Iteration 3F: 3 clusters Score -5001321 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5002712.500000 Penalty: 5260.890625
	Iteration 4F: 3 clusters Score -5002712 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -5004533.500000 Penalty: 5260.890625
	Iteration 5F: 3 clusters Score -5004534 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -5006567.500000 Penalty: 5260.890625
	Iteration 6F: 3 clusters Score -5006568 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -5008496.000000 Penalty: 5260.890625
	Iteration 7F: 3 clusters Score -5008496 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -5010043.500000 Penalty: 5260.890625
	Iteration 8F: 3 clusters Score -5010044 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5011200.500000 Penalty: 5260.890625
	Iteration 9Q: 3 clusters Score -5011200 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5012017.000000 Penalty: 5260.890625
	Iteration 10Q: 3 clusters Score -5012017 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5012623.000000 Penalty: 5260.890625
	Iteration 11Q: 3 clusters Score -5012623 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5013084.000000 Penalty: 5260.890625
	Iteration 12Q: 3 clusters Score -5013084 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5013429.500000 Penalty: 5260.890625
	Iteration 13Q: 3 clusters Score -5013430 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5013617.000000 Penalty: 5260.890625
	Iteration 14Q: 3 clusters Score -5013617 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5013782.500000 Penalty: 5260.890625
	Iteration 15Q: 3 clusters Score -5013782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5013877.000000 Penalty: 5260.890625
	Iteration 16Q: 3 clusters Score -5013877 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5013979.500000 Penalty: 5260.890625
	Iteration 17Q: 3 clusters Score -5013980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5014019.000000 Penalty: 5260.890625
	Iteration 18Q: 3 clusters Score -5014019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5014047.500000 Penalty: 5260.890625
	Iteration 19Q: 3 clusters Score -5014048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5014084.500000 Penalty: 5260.890625
	Iteration 20F: 3 clusters Score -5014084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5014106.500000 Penalty: 5260.890625
	Iteration 21Q: 3 clusters Score -5014106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5014122.000000 Penalty: 5260.890625
	Iteration 22Q: 3 clusters Score -5014122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5014125.000000 Penalty: 5260.890625
	Iteration 23Q: 3 clusters Score -5014125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5014140.000000 Penalty: 5260.890625
	Iteration 24Q: 3 clusters Score -5014140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5014148.500000 Penalty: 5260.890625
	Iteration 25Q: 3 clusters Score -5014148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5014156.500000 Penalty: 5260.890625
	Iteration 26Q: 3 clusters Score -5014156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5014156.000000 Penalty: 5260.890625
	Iteration 27Q: 3 clusters Score -5014156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5014153.000000 Penalty: 5260.890625
	Iteration 28Q: 3 clusters Score -5014153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5014156.500000 Penalty: 5260.890625
	Iteration 29Q: 3 clusters Score -5014156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5014160.500000 Penalty: 5260.890625
	Iteration 30Q: 3 clusters Score -5014160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5014159.000000 Penalty: 5260.890625
	Iteration 31Q: 3 clusters Score -5014159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5014159.000000 Penalty: 5260.890625
	Iteration 32F: 3 clusters Score -5014159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -794304.500000 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -794304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -788841.687500 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -788841.7 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -790647.625000 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -790647.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -791539.062500 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -791539.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -792398.375000 Penalty: 4356.184570
	Iteration 3F: 3 clusters Score -792398.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -792973.375000 Penalty: 4356.184570
	Iteration 4F: 3 clusters Score -792973.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -793243.125000 Penalty: 4356.184570
	Iteration 5F: 3 clusters Score -793243.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -793352.562500 Penalty: 4356.184570
	Iteration 6Q: 3 clusters Score -793352.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -793400.562500 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -793400.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -793420.750000 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -793420.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -793431.625000 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -793431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -793440.062500 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -793440.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -793444.437500 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -793444.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -793448.750000 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -793448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -793453.187500 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -793453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -793454.812500 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -793454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -793455.187500 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -793455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -793455.375000 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -793455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -793456.187500 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -793456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -793456.125000 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -793456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -793456.125000 Penalty: 4356.184570
	Iteration 19F: 3 clusters Score -793456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Entering Unmasked Estep 
Score: -1776035.875000 Penalty: 2376.807861
	Iteration 0F: 2 clusters Score -1776036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1765376.125000 Penalty: 4753.615723
	Iteration 0F: 3 clusters Score -1765376 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1768883.125000 Penalty: 4753.615723
	Iteration 1F: 3 clusters Score -1768883 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1769301.125000 Penalty: 4753.615723
	Iteration 2F: 3 clusters Score -1769301 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1769686.625000 Penalty: 4753.615723
	Iteration 3F: 3 clusters Score -1769687 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1770123.625000 Penalty: 4753.615723
	Iteration 4F: 3 clusters Score -1770124 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1770683.000000 Penalty: 4753.615723
	Iteration 5F: 3 clusters Score -1770683 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1771433.500000 Penalty: 4753.615723
	Iteration 6F: 3 clusters Score -1771434 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1772308.375000 Penalty: 4753.615723
	Iteration 7F: 3 clusters Score -1772308 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1773168.125000 Penalty: 4753.615723
	Iteration 8F: 3 clusters Score -1773168 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1773832.625000 Penalty: 4753.615723
	Iteration 9F: 3 clusters Score -1773833 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1774291.125000 Penalty: 4753.615723
	Iteration 10Q: 3 clusters Score -1774291 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1774610.500000 Penalty: 4753.615723
	Iteration 11Q: 3 clusters Score -1774610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1774823.375000 Penalty: 4753.615723
	Iteration 12Q: 3 clusters Score -1774823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1774947.125000 Penalty: 4753.615723
	Iteration 13Q: 3 clusters Score -1774947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1775027.750000 Penalty: 4753.615723
	Iteration 14Q: 3 clusters Score -1775028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1775094.625000 Penalty: 4753.615723
	Iteration 15Q: 3 clusters Score -1775095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1775129.500000 Penalty: 4753.615723
	Iteration 16Q: 3 clusters Score -1775130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1775141.750000 Penalty: 4753.615723
	Iteration 17Q: 3 clusters Score -1775142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1775153.125000 Penalty: 4753.615723
	Iteration 18Q: 3 clusters Score -1775153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1775158.875000 Penalty: 4753.615723
	Iteration 19Q: 3 clusters Score -1775159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1775160.250000 Penalty: 4753.615723
	Iteration 20F: 3 clusters Score -1775160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1775162.500000 Penalty: 4753.615723
	Iteration 21Q: 3 clusters Score -1775162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1775165.375000 Penalty: 4753.615723
	Iteration 22Q: 3 clusters Score -1775165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1775165.625000 Penalty: 4753.615723
	Iteration 23Q: 3 clusters Score -1775166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1775164.875000 Penalty: 4753.615723
	Iteration 24Q: 3 clusters Score -1775165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1775165.500000 Penalty: 4753.615723
	Iteration 25Q: 3 clusters Score -1775166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1775166.250000 Penalty: 4753.615723
	Iteration 26Q: 3 clusters Score -1775166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1775164.375000 Penalty: 4753.615723
	Iteration 27Q: 3 clusters Score -1775164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1775164.375000 Penalty: 4753.615723
	Iteration 28F: 3 clusters Score -1775164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Entering Unmasked Estep 
Score: -4505259.000000 Penalty: 2604.903320
	Iteration 0F: 2 clusters Score -4505259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4480450.000000 Penalty: 5209.806641
	Iteration 0F: 3 clusters Score -4480450 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4489558.000000 Penalty: 5209.806641
	Iteration 1F: 3 clusters Score -4489558 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4490255.500000 Penalty: 5209.806641
	Iteration 2Q: 3 clusters Score -4490256 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4491055.500000 Penalty: 5209.806641
	Iteration 3F: 3 clusters Score -4491056 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4492034.500000 Penalty: 5209.806641
	Iteration 4F: 3 clusters Score -4492034 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4493237.500000 Penalty: 5209.806641
	Iteration 5F: 3 clusters Score -4493238 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4494532.500000 Penalty: 5209.806641
	Iteration 6F: 3 clusters Score -4494532 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4495955.000000 Penalty: 5209.806641
	Iteration 7F: 3 clusters Score -4495955 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4497216.000000 Penalty: 5209.806641
	Iteration 8F: 3 clusters Score -4497216 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -4498343.500000 Penalty: 5209.806641
	Iteration 9Q: 3 clusters Score -4498344 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4499314.500000 Penalty: 5209.806641
	Iteration 10Q: 3 clusters Score -4499314 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4500230.000000 Penalty: 5209.806641
	Iteration 11Q: 3 clusters Score -4500230 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4500945.000000 Penalty: 5209.806641
	Iteration 12Q: 3 clusters Score -4500945 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4501523.000000 Penalty: 5209.806641
	Iteration 13Q: 3 clusters Score -4501523 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4501952.000000 Penalty: 5209.806641
	Iteration 14Q: 3 clusters Score -4501952 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4502277.000000 Penalty: 5209.806641
	Iteration 15Q: 3 clusters Score -4502277 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4502531.000000 Penalty: 5209.806641
	Iteration 16Q: 3 clusters Score -4502531 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4502712.500000 Penalty: 5209.806641
	Iteration 17Q: 3 clusters Score -4502712 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4502839.000000 Penalty: 5209.806641
	Iteration 18Q: 3 clusters Score -4502839 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4502921.500000 Penalty: 5209.806641
	Iteration 19Q: 3 clusters Score -4502922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4502986.500000 Penalty: 5209.806641
	Iteration 20F: 3 clusters Score -4502986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4503061.500000 Penalty: 5209.806641
	Iteration 21Q: 3 clusters Score -4503062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4503121.500000 Penalty: 5209.806641
	Iteration 22Q: 3 clusters Score -4503122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4503141.000000 Penalty: 5209.806641
	Iteration 23Q: 3 clusters Score -4503141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4503173.000000 Penalty: 5209.806641
	Iteration 24Q: 3 clusters Score -4503173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4503189.000000 Penalty: 5209.806641
	Iteration 25Q: 3 clusters Score -4503189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4503215.500000 Penalty: 5209.806641
	Iteration 26Q: 3 clusters Score -4503216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4503234.500000 Penalty: 5209.806641
	Iteration 27Q: 3 clusters Score -4503234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4503236.500000 Penalty: 5209.806641
	Iteration 28Q: 3 clusters Score -4503236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4503253.500000 Penalty: 5209.806641
	Iteration 29Q: 3 clusters Score -4503254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4503249.000000 Penalty: 5209.806641
	Iteration 30Q: 3 clusters Score -4503249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4503255.000000 Penalty: 5209.806641
	Iteration 31Q: 3 clusters Score -4503255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4503258.000000 Penalty: 5209.806641
	Iteration 32Q: 3 clusters Score -4503258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4503259.000000 Penalty: 5209.806641
	Iteration 33Q: 3 clusters Score -4503259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4503267.500000 Penalty: 5209.806641
	Iteration 34Q: 3 clusters Score -4503268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4503269.500000 Penalty: 5209.806641
	Iteration 35Q: 3 clusters Score -4503270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4503268.500000 Penalty: 5209.806641
	Iteration 36Q: 3 clusters Score -4503268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4503272.000000 Penalty: 5209.806641
	Iteration 37Q: 3 clusters Score -4503272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4503277.000000 Penalty: 5209.806641
	Iteration 38Q: 3 clusters Score -4503277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4503275.000000 Penalty: 5209.806641
	Iteration 39Q: 3 clusters Score -4503275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -4503272.500000 Penalty: 5209.806641
	Iteration 40F: 3 clusters Score -4503272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4503265.000000 Penalty: 5209.806641
	Iteration 41Q: 3 clusters Score -4503265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4503275.000000 Penalty: 5209.806641
	Iteration 42Q: 3 clusters Score -4503275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4503275.000000 Penalty: 5209.806641
	Iteration 43Q: 3 clusters Score -4503275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4503279.500000 Penalty: 5209.806641
	Iteration 44Q: 3 clusters Score -4503280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4503279.000000 Penalty: 5209.806641
	Iteration 45Q: 3 clusters Score -4503279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4503284.000000 Penalty: 5209.806641
	Iteration 46Q: 3 clusters Score -4503284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4503279.500000 Penalty: 5209.806641
	Iteration 47Q: 3 clusters Score -4503280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4503283.000000 Penalty: 5209.806641
	Iteration 48Q: 3 clusters Score -4503283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4503286.500000 Penalty: 5209.806641
	Iteration 49Q: 3 clusters Score -4503286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4503289.500000 Penalty: 5209.806641
	Iteration 50Q: 3 clusters Score -4503290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4503298.500000 Penalty: 5209.806641
	Iteration 51Q: 3 clusters Score -4503298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4503301.500000 Penalty: 5209.806641
	Iteration 52Q: 3 clusters Score -4503302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4503298.000000 Penalty: 5209.806641
	Iteration 53Q: 3 clusters Score -4503298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4503296.500000 Penalty: 5209.806641
	Iteration 54Q: 3 clusters Score -4503296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4503295.000000 Penalty: 5209.806641
	Iteration 55Q: 3 clusters Score -4503295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4503290.500000 Penalty: 5209.806641
	Iteration 56Q: 3 clusters Score -4503290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4503295.000000 Penalty: 5209.806641
	Iteration 57Q: 3 clusters Score -4503295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4503295.000000 Penalty: 5209.806641
	Iteration 58F: 3 clusters Score -4503295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Entering Unmasked Estep 
Score: -1488487.000000 Penalty: 2322.613281
	Iteration 0F: 2 clusters Score -1488487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1479695.125000 Penalty: 4645.226562
	Iteration 0F: 3 clusters Score -1479695 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1482390.750000 Penalty: 4645.226562
	Iteration 1F: 3 clusters Score -1482391 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1482716.875000 Penalty: 4645.226562
	Iteration 2F: 3 clusters Score -1482717 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1482947.500000 Penalty: 4645.226562
	Iteration 3Q: 3 clusters Score -1482948 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1483124.000000 Penalty: 4645.226562
	Iteration 4Q: 3 clusters Score -1483124 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1483281.250000 Penalty: 4645.226562
	Iteration 5Q: 3 clusters Score -1483281 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1483469.000000 Penalty: 4645.226562
	Iteration 6Q: 3 clusters Score -1483469 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1483646.125000 Penalty: 4645.226562
	Iteration 7Q: 3 clusters Score -1483646 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1483860.500000 Penalty: 4645.226562
	Iteration 8Q: 3 clusters Score -1483860 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1484125.375000 Penalty: 4645.226562
	Iteration 9Q: 3 clusters Score -1484125 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1484435.875000 Penalty: 4645.226562
	Iteration 10Q: 3 clusters Score -1484436 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1484831.000000 Penalty: 4645.226562
	Iteration 11Q: 3 clusters Score -1484831 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1485271.625000 Penalty: 4645.226562
	Iteration 12Q: 3 clusters Score -1485272 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1485619.250000 Penalty: 4645.226562
	Iteration 13Q: 3 clusters Score -1485619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1485870.250000 Penalty: 4645.226562
	Iteration 14Q: 3 clusters Score -1485870 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1486042.250000 Penalty: 4645.226562
	Iteration 15Q: 3 clusters Score -1486042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1486159.750000 Penalty: 4645.226562
	Iteration 16Q: 3 clusters Score -1486160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1486241.375000 Penalty: 4645.226562
	Iteration 17Q: 3 clusters Score -1486241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1486310.000000 Penalty: 4645.226562
	Iteration 18Q: 3 clusters Score -1486310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1486352.500000 Penalty: 4645.226562
	Iteration 19Q: 3 clusters Score -1486352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1486381.875000 Penalty: 4645.226562
	Iteration 20F: 3 clusters Score -1486382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1486407.000000 Penalty: 4645.226562
	Iteration 21Q: 3 clusters Score -1486407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1486428.500000 Penalty: 4645.226562
	Iteration 22Q: 3 clusters Score -1486428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1486444.125000 Penalty: 4645.226562
	Iteration 23Q: 3 clusters Score -1486444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1486456.000000 Penalty: 4645.226562
	Iteration 24Q: 3 clusters Score -1486456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1486470.250000 Penalty: 4645.226562
	Iteration 25Q: 3 clusters Score -1486470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1486472.500000 Penalty: 4645.226562
	Iteration 26Q: 3 clusters Score -1486472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1486473.375000 Penalty: 4645.226562
	Iteration 27Q: 3 clusters Score -1486473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1486476.500000 Penalty: 4645.226562
	Iteration 28Q: 3 clusters Score -1486476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1486476.500000 Penalty: 4645.226562
	Iteration 29F: 3 clusters Score -1486476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -477336.343750 Penalty: 2080.392090
	Iteration 0F: 2 clusters Score -477336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -473226.093750 Penalty: 4160.784180
	Iteration 0F: 3 clusters Score -473226.1 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -474271.468750 Penalty: 4160.784180
	Iteration 1F: 3 clusters Score -474271.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -474648.875000 Penalty: 4160.784180
	Iteration 2F: 3 clusters Score -474648.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -474926.281250 Penalty: 4160.784180
	Iteration 3F: 3 clusters Score -474926.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -475166.375000 Penalty: 4160.784180
	Iteration 4F: 3 clusters Score -475166.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -475358.281250 Penalty: 4160.784180
	Iteration 5F: 3 clusters Score -475358.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -475478.937500 Penalty: 4160.784180
	Iteration 6Q: 3 clusters Score -475478.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -475559.312500 Penalty: 4160.784180
	Iteration 7Q: 3 clusters Score -475559.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -475644.718750 Penalty: 4160.784180
	Iteration 8Q: 3 clusters Score -475644.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -475717.187500 Penalty: 4160.784180
	Iteration 9Q: 3 clusters Score -475717.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -475785.093750 Penalty: 4160.784180
	Iteration 10Q: 3 clusters Score -475785.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -475855.781250 Penalty: 4160.784180
	Iteration 11Q: 3 clusters Score -475855.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -475905.750000 Penalty: 4160.784180
	Iteration 12Q: 3 clusters Score -475905.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -475943.375000 Penalty: 4160.784180
	Iteration 13Q: 3 clusters Score -475943.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -475969.343750 Penalty: 4160.784180
	Iteration 14Q: 3 clusters Score -475969.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -475990.468750 Penalty: 4160.784180
	Iteration 15Q: 3 clusters Score -475990.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -476007.750000 Penalty: 4160.784180
	Iteration 16Q: 3 clusters Score -476007.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -476018.968750 Penalty: 4160.784180
	Iteration 17Q: 3 clusters Score -476019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -476027.031250 Penalty: 4160.784180
	Iteration 18Q: 3 clusters Score -476027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -476031.906250 Penalty: 4160.784180
	Iteration 19Q: 3 clusters Score -476031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -476036.781250 Penalty: 4160.784180
	Iteration 20F: 3 clusters Score -476036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -476039.343750 Penalty: 4160.784180
	Iteration 21Q: 3 clusters Score -476039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -476042.125000 Penalty: 4160.784180
	Iteration 22Q: 3 clusters Score -476042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -476041.406250 Penalty: 4160.784180
	Iteration 23Q: 3 clusters Score -476041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -476043.562500 Penalty: 4160.784180
	Iteration 24Q: 3 clusters Score -476043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -476044.718750 Penalty: 4160.784180
	Iteration 25Q: 3 clusters Score -476044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -476047.812500 Penalty: 4160.784180
	Iteration 26Q: 3 clusters Score -476047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -476051.000000 Penalty: 4160.784180
	Iteration 27Q: 3 clusters Score -476051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -476052.531250 Penalty: 4160.784180
	Iteration 28Q: 3 clusters Score -476052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -476054.531250 Penalty: 4160.784180
	Iteration 29Q: 3 clusters Score -476054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -476057.656250 Penalty: 4160.784180
	Iteration 30Q: 3 clusters Score -476057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -476059.218750 Penalty: 4160.784180
	Iteration 31Q: 3 clusters Score -476059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -476061.968750 Penalty: 4160.784180
	Iteration 32Q: 3 clusters Score -476062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -476064.093750 Penalty: 4160.784180
	Iteration 33Q: 3 clusters Score -476064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -476064.218750 Penalty: 4160.784180
	Iteration 34Q: 3 clusters Score -476064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -476066.562500 Penalty: 4160.784180
	Iteration 35Q: 3 clusters Score -476066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -476068.468750 Penalty: 4160.784180
	Iteration 36Q: 3 clusters Score -476068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -476070.906250 Penalty: 4160.784180
	Iteration 37Q: 3 clusters Score -476070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -476071.875000 Penalty: 4160.784180
	Iteration 38Q: 3 clusters Score -476071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -476072.031250 Penalty: 4160.784180
	Iteration 39Q: 3 clusters Score -476072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -476073.156250 Penalty: 4160.784180
	Iteration 40F: 3 clusters Score -476073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -476073.875000 Penalty: 4160.784180
	Iteration 41Q: 3 clusters Score -476073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -476073.843750 Penalty: 4160.784180
	Iteration 42Q: 3 clusters Score -476073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -476074.375000 Penalty: 4160.784180
	Iteration 43Q: 3 clusters Score -476074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -476074.375000 Penalty: 4160.784180
	Iteration 44F: 3 clusters Score -476074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -271281.281250 Penalty: 1903.650513
	Iteration 0F: 2 clusters Score -271281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268522.375000 Penalty: 3807.301025
	Iteration 0F: 3 clusters Score -268522.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268993.968750 Penalty: 3807.301025
	Iteration 1F: 3 clusters Score -268994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269129.812500 Penalty: 3807.301025
	Iteration 2F: 3 clusters Score -269129.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -269208.343750 Penalty: 3807.301025
	Iteration 3Q: 3 clusters Score -269208.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -269254.218750 Penalty: 3807.301025
	Iteration 4Q: 3 clusters Score -269254.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -269291.156250 Penalty: 3807.301025
	Iteration 5Q: 3 clusters Score -269291.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -269315.906250 Penalty: 3807.301025
	Iteration 6Q: 3 clusters Score -269315.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -269332.906250 Penalty: 3807.301025
	Iteration 7Q: 3 clusters Score -269332.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -269348.187500 Penalty: 3807.301025
	Iteration 8Q: 3 clusters Score -269348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -269366.406250 Penalty: 3807.301025
	Iteration 9Q: 3 clusters Score -269366.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -269387.750000 Penalty: 3807.301025
	Iteration 10Q: 3 clusters Score -269387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -269400.468750 Penalty: 3807.301025
	Iteration 11Q: 3 clusters Score -269400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -269407.968750 Penalty: 3807.301025
	Iteration 12Q: 3 clusters Score -269408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -269413.062500 Penalty: 3807.301025
	Iteration 13Q: 3 clusters Score -269413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -269419.875000 Penalty: 3807.301025
	Iteration 14Q: 3 clusters Score -269419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -269422.656250 Penalty: 3807.301025
	Iteration 15Q: 3 clusters Score -269422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -269425.406250 Penalty: 3807.301025
	Iteration 16Q: 3 clusters Score -269425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -269432.281250 Penalty: 3807.301025
	Iteration 17Q: 3 clusters Score -269432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -269435.656250 Penalty: 3807.301025
	Iteration 18Q: 3 clusters Score -269435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269438.406250 Penalty: 3807.301025
	Iteration 19Q: 3 clusters Score -269438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -269441.875000 Penalty: 3807.301025
	Iteration 20F: 3 clusters Score -269441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -269443.687500 Penalty: 3807.301025
	Iteration 21Q: 3 clusters Score -269443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -269444.562500 Penalty: 3807.301025
	Iteration 22Q: 3 clusters Score -269444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -269444.562500 Penalty: 3807.301025
	Iteration 23F: 3 clusters Score -269444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Entering Unmasked Estep 
Score: -3132971.000000 Penalty: 2510.321045
	Iteration 0F: 2 clusters Score -3132971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3115686.000000 Penalty: 5020.642090
	Iteration 0F: 3 clusters Score -3115686 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3121822.250000 Penalty: 5020.642090
	Iteration 1F: 3 clusters Score -3121822 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3122233.750000 Penalty: 5020.642090
	Iteration 2Q: 3 clusters Score -3122234 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3122631.250000 Penalty: 5020.642090
	Iteration 3Q: 3 clusters Score -3122631 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3123127.250000 Penalty: 5020.642090
	Iteration 4Q: 3 clusters Score -3123127 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3123723.750000 Penalty: 5020.642090
	Iteration 5Q: 3 clusters Score -3123724 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3124488.000000 Penalty: 5020.642090
	Iteration 6F: 3 clusters Score -3124488 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3125562.750000 Penalty: 5020.642090
	Iteration 7F: 3 clusters Score -3125563 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3126813.000000 Penalty: 5020.642090
	Iteration 8F: 3 clusters Score -3126813 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3128042.500000 Penalty: 5020.642090
	Iteration 9F: 3 clusters Score -3128042 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3129178.750000 Penalty: 5020.642090
	Iteration 10Q: 3 clusters Score -3129179 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3130020.750000 Penalty: 5020.642090
	Iteration 11Q: 3 clusters Score -3130021 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3130493.250000 Penalty: 5020.642090
	Iteration 12Q: 3 clusters Score -3130493 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3130743.000000 Penalty: 5020.642090
	Iteration 13Q: 3 clusters Score -3130743 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3130879.250000 Penalty: 5020.642090
	Iteration 14Q: 3 clusters Score -3130879 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3130970.500000 Penalty: 5020.642090
	Iteration 15Q: 3 clusters Score -3130970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3131019.750000 Penalty: 5020.642090
	Iteration 16Q: 3 clusters Score -3131020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3131055.500000 Penalty: 5020.642090
	Iteration 17Q: 3 clusters Score -3131056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3131074.000000 Penalty: 5020.642090
	Iteration 18Q: 3 clusters Score -3131074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3131085.500000 Penalty: 5020.642090
	Iteration 19Q: 3 clusters Score -3131086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3131093.250000 Penalty: 5020.642090
	Iteration 20F: 3 clusters Score -3131093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3131104.750000 Penalty: 5020.642090
	Iteration 21Q: 3 clusters Score -3131105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3131113.500000 Penalty: 5020.642090
	Iteration 22Q: 3 clusters Score -3131114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3131116.500000 Penalty: 5020.642090
	Iteration 23Q: 3 clusters Score -3131116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3131119.500000 Penalty: 5020.642090
	Iteration 24Q: 3 clusters Score -3131120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3131122.750000 Penalty: 5020.642090
	Iteration 25Q: 3 clusters Score -3131123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3131132.250000 Penalty: 5020.642090
	Iteration 26Q: 3 clusters Score -3131132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3131133.250000 Penalty: 5020.642090
	Iteration 27Q: 3 clusters Score -3131133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3131142.000000 Penalty: 5020.642090
	Iteration 28Q: 3 clusters Score -3131142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3131140.250000 Penalty: 5020.642090
	Iteration 29Q: 3 clusters Score -3131140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3131142.250000 Penalty: 5020.642090
	Iteration 30Q: 3 clusters Score -3131142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3131145.750000 Penalty: 5020.642090
	Iteration 31Q: 3 clusters Score -3131146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3131149.500000 Penalty: 5020.642090
	Iteration 32Q: 3 clusters Score -3131150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3131153.000000 Penalty: 5020.642090
	Iteration 33Q: 3 clusters Score -3131153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3131157.500000 Penalty: 5020.642090
	Iteration 34Q: 3 clusters Score -3131158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3131162.000000 Penalty: 5020.642090
	Iteration 35Q: 3 clusters Score -3131162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3131160.000000 Penalty: 5020.642090
	Iteration 36Q: 3 clusters Score -3131160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3131154.500000 Penalty: 5020.642090
	Iteration 37Q: 3 clusters Score -3131154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3131154.500000 Penalty: 5020.642090
	Iteration 38Q: 3 clusters Score -3131154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3131160.250000 Penalty: 5020.642090
	Iteration 39Q: 3 clusters Score -3131160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3131159.750000 Penalty: 5020.642090
	Iteration 40F: 3 clusters Score -3131160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3131162.250000 Penalty: 5020.642090
	Iteration 41Q: 3 clusters Score -3131162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3131163.750000 Penalty: 5020.642090
	Iteration 42Q: 3 clusters Score -3131164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3131164.500000 Penalty: 5020.642090
	Iteration 43Q: 3 clusters Score -3131164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3131166.500000 Penalty: 5020.642090
	Iteration 44Q: 3 clusters Score -3131166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3131164.250000 Penalty: 5020.642090
	Iteration 45Q: 3 clusters Score -3131164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3131164.500000 Penalty: 5020.642090
	Iteration 46Q: 3 clusters Score -3131164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3131163.000000 Penalty: 5020.642090
	Iteration 47Q: 3 clusters Score -3131163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3131164.750000 Penalty: 5020.642090
	Iteration 48Q: 3 clusters Score -3131165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3131165.750000 Penalty: 5020.642090
	Iteration 49Q: 3 clusters Score -3131166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3131165.750000 Penalty: 5020.642090
	Iteration 50F: 3 clusters Score -3131166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (193592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193592 members 
Entering Unmasked Estep 
Score: -24327278.000000 Penalty: 3019.029785
	Iteration 0F: 2 clusters Score -2.432728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -24197672.000000 Penalty: 6038.059570
	Iteration 0F: 3 clusters Score -2.419767e+07 nChanged 92899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -24251558.000000 Penalty: 6038.059570
	Iteration 1F: 3 clusters Score -2.425156e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -24252648.000000 Penalty: 6038.059570
	Iteration 2Q: 3 clusters Score -2.425265e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -24254498.000000 Penalty: 6038.059570
	Iteration 3Q: 3 clusters Score -2.42545e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -24257678.000000 Penalty: 6038.059570
	Iteration 4Q: 3 clusters Score -2.425768e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -24263810.000000 Penalty: 6038.059570
	Iteration 5F: 3 clusters Score -2.426381e+07 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -24274610.000000 Penalty: 6038.059570
	Iteration 6F: 3 clusters Score -2.427461e+07 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 159987 members 
Entering Unmasked Estep 
Score: -24290880.000000 Penalty: 6038.059570
	Iteration 7F: 3 clusters Score -2.429088e+07 nChanged 16564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -24307642.000000 Penalty: 6038.059570
	Iteration 8F: 3 clusters Score -2.430764e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 187278 members 
Entering Unmasked Estep 
Score: -24318616.000000 Penalty: 6038.059570
	Iteration 9F: 3 clusters Score -2.431862e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 191797 members 
Entering Unmasked Estep 
Score: -24322958.000000 Penalty: 6038.059570
	Iteration 10Q: 3 clusters Score -2.432296e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -24323960.000000 Penalty: 6038.059570
	Iteration 11Q: 3 clusters Score -2.432396e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -24324312.000000 Penalty: 6038.059570
	Iteration 12Q: 3 clusters Score -2.432431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 193336 members 
Entering Unmasked Estep 
Score: -24324444.000000 Penalty: 6038.059570
	Iteration 13Q: 3 clusters Score -2.432444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193356 members 
Entering Unmasked Estep 
Score: -24324486.000000 Penalty: 6038.059570
	Iteration 14Q: 3 clusters Score -2.432449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193357 members 
Entering Unmasked Estep 
Score: -24324512.000000 Penalty: 6038.059570
	Iteration 15Q: 3 clusters Score -2.432451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193359 members 
Entering Unmasked Estep 
Score: -24324526.000000 Penalty: 6038.059570
	Iteration 16Q: 3 clusters Score -2.432453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193359 members 
Entering Unmasked Estep 
Score: -24324518.000000 Penalty: 6038.059570
	Iteration 17Q: 3 clusters Score -2.432452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 193360 members 
Entering Unmasked Estep 
Score: -24324522.000000 Penalty: 6038.059570
	Iteration 18Q: 3 clusters Score -2.432452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
Score: -24324514.000000 Penalty: 6038.059570
	Iteration 19Q: 3 clusters Score -2.432451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
Score: -24324514.000000 Penalty: 6038.059570
	Iteration 20F: 3 clusters Score -2.432451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -1105199.125000 Penalty: 2261.102295
	Iteration 0F: 2 clusters Score -1105199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1098109.000000 Penalty: 4522.204590
	Iteration 0F: 3 clusters Score -1098109 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1100266.500000 Penalty: 4522.204590
	Iteration 1F: 3 clusters Score -1100266 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1100720.875000 Penalty: 4522.204590
	Iteration 2F: 3 clusters Score -1100721 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1101173.375000 Penalty: 4522.204590
	Iteration 3F: 3 clusters Score -1101173 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1101645.875000 Penalty: 4522.204590
	Iteration 4F: 3 clusters Score -1101646 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1102147.625000 Penalty: 4522.204590
	Iteration 5F: 3 clusters Score -1102148 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1102627.500000 Penalty: 4522.204590
	Iteration 6F: 3 clusters Score -1102628 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1103065.875000 Penalty: 4522.204590
	Iteration 7F: 3 clusters Score -1103066 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1103410.500000 Penalty: 4522.204590
	Iteration 8F: 3 clusters Score -1103410 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1103682.875000 Penalty: 4522.204590
	Iteration 9Q: 3 clusters Score -1103683 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1103856.000000 Penalty: 4522.204590
	Iteration 10Q: 3 clusters Score -1103856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1103969.875000 Penalty: 4522.204590
	Iteration 11Q: 3 clusters Score -1103970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1104069.250000 Penalty: 4522.204590
	Iteration 12Q: 3 clusters Score -1104069 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1104176.750000 Penalty: 4522.204590
	Iteration 13Q: 3 clusters Score -1104177 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1104262.500000 Penalty: 4522.204590
	Iteration 14Q: 3 clusters Score -1104262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1104345.875000 Penalty: 4522.204590
	Iteration 15Q: 3 clusters Score -1104346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1104412.500000 Penalty: 4522.204590
	Iteration 16Q: 3 clusters Score -1104412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1104485.500000 Penalty: 4522.204590
	Iteration 17Q: 3 clusters Score -1104486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1104526.125000 Penalty: 4522.204590
	Iteration 18Q: 3 clusters Score -1104526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1104556.375000 Penalty: 4522.204590
	Iteration 19Q: 3 clusters Score -1104556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1104589.500000 Penalty: 4522.204590
	Iteration 20F: 3 clusters Score -1104590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1104615.875000 Penalty: 4522.204590
	Iteration 21Q: 3 clusters Score -1104616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1104623.250000 Penalty: 4522.204590
	Iteration 22Q: 3 clusters Score -1104623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1104627.375000 Penalty: 4522.204590
	Iteration 23Q: 3 clusters Score -1104627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1104636.125000 Penalty: 4522.204590
	Iteration 24Q: 3 clusters Score -1104636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1104639.000000 Penalty: 4522.204590
	Iteration 25Q: 3 clusters Score -1104639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1104642.875000 Penalty: 4522.204590
	Iteration 26Q: 3 clusters Score -1104643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1104641.125000 Penalty: 4522.204590
	Iteration 27Q: 3 clusters Score -1104641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1104643.625000 Penalty: 4522.204590
	Iteration 28Q: 3 clusters Score -1104644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1104643.125000 Penalty: 4522.204590
	Iteration 29Q: 3 clusters Score -1104643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1104644.500000 Penalty: 4522.204590
	Iteration 30Q: 3 clusters Score -1104644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1104646.000000 Penalty: 4522.204590
	Iteration 31Q: 3 clusters Score -1104646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1104647.625000 Penalty: 4522.204590
	Iteration 32Q: 3 clusters Score -1104648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1104648.125000 Penalty: 4522.204590
	Iteration 33Q: 3 clusters Score -1104648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1104647.875000 Penalty: 4522.204590
	Iteration 34Q: 3 clusters Score -1104648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1104647.875000 Penalty: 4522.204590
	Iteration 35F: 3 clusters Score -1104648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148745 members 
Entering Unmasked Estep 
Score: -18415754.000000 Penalty: 2953.677246
	Iteration 0F: 2 clusters Score -1.841575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -18315966.000000 Penalty: 5907.354492
	Iteration 0F: 3 clusters Score -1.831597e+07 nChanged 71023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -18357500.000000 Penalty: 5907.354492
	Iteration 1F: 3 clusters Score -1.83575e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -18358852.000000 Penalty: 5907.354492
	Iteration 2Q: 3 clusters Score -1.835885e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70727 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -18360424.000000 Penalty: 5907.354492
	Iteration 3Q: 3 clusters Score -1.836042e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -18362636.000000 Penalty: 5907.354492
	Iteration 4Q: 3 clusters Score -1.836264e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -18366066.000000 Penalty: 5907.354492
	Iteration 5F: 3 clusters Score -1.836607e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -18370734.000000 Penalty: 5907.354492
	Iteration 6F: 3 clusters Score -1.837073e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -18375658.000000 Penalty: 5907.354492
	Iteration 7F: 3 clusters Score -1.837566e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -18381180.000000 Penalty: 5907.354492
	Iteration 8F: 3 clusters Score -1.838118e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -18386364.000000 Penalty: 5907.354492
	Iteration 9F: 3 clusters Score -1.838636e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -18391090.000000 Penalty: 5907.354492
	Iteration 10F: 3 clusters Score -1.839109e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -18396026.000000 Penalty: 5907.354492
	Iteration 11Q: 3 clusters Score -1.839603e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -18400950.000000 Penalty: 5907.354492
	Iteration 12Q: 3 clusters Score -1.840095e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -18405092.000000 Penalty: 5907.354492
	Iteration 13Q: 3 clusters Score -1.840509e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -18408298.000000 Penalty: 5907.354492
	Iteration 14Q: 3 clusters Score -1.84083e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 143920 members 
Entering Unmasked Estep 
Score: -18410386.000000 Penalty: 5907.354492
	Iteration 15Q: 3 clusters Score -1.841039e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -18411640.000000 Penalty: 5907.354492
	Iteration 16Q: 3 clusters Score -1.841164e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -18412258.000000 Penalty: 5907.354492
	Iteration 17Q: 3 clusters Score -1.841226e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -18412642.000000 Penalty: 5907.354492
	Iteration 18Q: 3 clusters Score -1.841264e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -18412892.000000 Penalty: 5907.354492
	Iteration 19Q: 3 clusters Score -1.841289e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -18413026.000000 Penalty: 5907.354492
	Iteration 20F: 3 clusters Score -1.841303e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 147802 members 
Entering Unmasked Estep 
Score: -18413092.000000 Penalty: 5907.354492
	Iteration 21Q: 3 clusters Score -1.841309e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -18413136.000000 Penalty: 5907.354492
	Iteration 22Q: 3 clusters Score -1.841314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -18413218.000000 Penalty: 5907.354492
	Iteration 23Q: 3 clusters Score -1.841322e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -18413238.000000 Penalty: 5907.354492
	Iteration 24Q: 3 clusters Score -1.841324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -18413242.000000 Penalty: 5907.354492
	Iteration 25Q: 3 clusters Score -1.841324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 148052 members 
Entering Unmasked Estep 
Score: -18413258.000000 Penalty: 5907.354492
	Iteration 26Q: 3 clusters Score -1.841326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 148058 members 
Entering Unmasked Estep 
Score: -18413276.000000 Penalty: 5907.354492
	Iteration 27Q: 3 clusters Score -1.841328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -18413296.000000 Penalty: 5907.354492
	Iteration 28Q: 3 clusters Score -1.84133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -18413306.000000 Penalty: 5907.354492
	Iteration 29Q: 3 clusters Score -1.841331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -18413334.000000 Penalty: 5907.354492
	Iteration 30Q: 3 clusters Score -1.841333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -18413326.000000 Penalty: 5907.354492
	Iteration 31Q: 3 clusters Score -1.841333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -18413332.000000 Penalty: 5907.354492
	Iteration 32Q: 3 clusters Score -1.841333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -18413332.000000 Penalty: 5907.354492
	Iteration 33Q: 3 clusters Score -1.841333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 148088 members 
Entering Unmasked Estep 
Score: -18413338.000000 Penalty: 5907.354492
	Iteration 34Q: 3 clusters Score -1.841334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -18413324.000000 Penalty: 5907.354492
	Iteration 35Q: 3 clusters Score -1.841332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 148093 members 
Entering Unmasked Estep 
Score: -18413322.000000 Penalty: 5907.354492
	Iteration 36Q: 3 clusters Score -1.841332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -18413326.000000 Penalty: 5907.354492
	Iteration 37Q: 3 clusters Score -1.841333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -18413346.000000 Penalty: 5907.354492
	Iteration 38Q: 3 clusters Score -1.841335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -18413326.000000 Penalty: 5907.354492
	Iteration 39Q: 3 clusters Score -1.841333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -18413324.000000 Penalty: 5907.354492
	Iteration 40F: 3 clusters Score -1.841332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 148103 members 
Entering Unmasked Estep 
Score: -18413328.000000 Penalty: 5907.354492
	Iteration 41Q: 3 clusters Score -1.841333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 148103 members 
Entering Unmasked Estep 
Score: -18413328.000000 Penalty: 5907.354492
	Iteration 42F: 3 clusters Score -1.841333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Entering Unmasked Estep 
Score: -4130408.250000 Penalty: 2596.459961
	Iteration 0F: 2 clusters Score -4130408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4106395.500000 Penalty: 5192.919922
	Iteration 0F: 3 clusters Score -4106396 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4115086.250000 Penalty: 5192.919922
	Iteration 1F: 3 clusters Score -4115086 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4115641.000000 Penalty: 5192.919922
	Iteration 2Q: 3 clusters Score -4115641 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4116205.500000 Penalty: 5192.919922
	Iteration 3Q: 3 clusters Score -4116206 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4116879.000000 Penalty: 5192.919922
	Iteration 4Q: 3 clusters Score -4116879 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4117612.250000 Penalty: 5192.919922
	Iteration 5Q: 3 clusters Score -4117612 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4118437.750000 Penalty: 5192.919922
	Iteration 6Q: 3 clusters Score -4118438 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4119442.000000 Penalty: 5192.919922
	Iteration 7F: 3 clusters Score -4119442 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4120615.000000 Penalty: 5192.919922
	Iteration 8F: 3 clusters Score -4120615 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -4121826.250000 Penalty: 5192.919922
	Iteration 9F: 3 clusters Score -4121826 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4123040.000000 Penalty: 5192.919922
	Iteration 10F: 3 clusters Score -4123040 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4124106.750000 Penalty: 5192.919922
	Iteration 11Q: 3 clusters Score -4124107 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4124994.250000 Penalty: 5192.919922
	Iteration 12Q: 3 clusters Score -4124994 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4125531.250000 Penalty: 5192.919922
	Iteration 13Q: 3 clusters Score -4125531 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4125844.250000 Penalty: 5192.919922
	Iteration 14Q: 3 clusters Score -4125844 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4126025.750000 Penalty: 5192.919922
	Iteration 15Q: 3 clusters Score -4126026 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4126179.000000 Penalty: 5192.919922
	Iteration 16Q: 3 clusters Score -4126179 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4126270.000000 Penalty: 5192.919922
	Iteration 17Q: 3 clusters Score -4126270 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4126367.500000 Penalty: 5192.919922
	Iteration 18Q: 3 clusters Score -4126368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4126429.000000 Penalty: 5192.919922
	Iteration 19Q: 3 clusters Score -4126429 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4126488.250000 Penalty: 5192.919922
	Iteration 20F: 3 clusters Score -4126488 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4126523.000000 Penalty: 5192.919922
	Iteration 21Q: 3 clusters Score -4126523 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4126565.250000 Penalty: 5192.919922
	Iteration 22Q: 3 clusters Score -4126565 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4126620.250000 Penalty: 5192.919922
	Iteration 23Q: 3 clusters Score -4126620 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4126655.000000 Penalty: 5192.919922
	Iteration 24Q: 3 clusters Score -4126655 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4126680.750000 Penalty: 5192.919922
	Iteration 25Q: 3 clusters Score -4126681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4126681.500000 Penalty: 5192.919922
	Iteration 26Q: 3 clusters Score -4126682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4126716.750000 Penalty: 5192.919922
	Iteration 27Q: 3 clusters Score -4126717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4126735.500000 Penalty: 5192.919922
	Iteration 28Q: 3 clusters Score -4126736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4126750.250000 Penalty: 5192.919922
	Iteration 29Q: 3 clusters Score -4126750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4126766.000000 Penalty: 5192.919922
	Iteration 30Q: 3 clusters Score -4126766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4126783.250000 Penalty: 5192.919922
	Iteration 31Q: 3 clusters Score -4126783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4126788.500000 Penalty: 5192.919922
	Iteration 32Q: 3 clusters Score -4126788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4126804.500000 Penalty: 5192.919922
	Iteration 33Q: 3 clusters Score -4126804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4126804.500000 Penalty: 5192.919922
	Iteration 34Q: 3 clusters Score -4126804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4126805.750000 Penalty: 5192.919922
	Iteration 35Q: 3 clusters Score -4126806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4126810.750000 Penalty: 5192.919922
	Iteration 36Q: 3 clusters Score -4126811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4126820.250000 Penalty: 5192.919922
	Iteration 37Q: 3 clusters Score -4126820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4126816.250000 Penalty: 5192.919922
	Iteration 38Q: 3 clusters Score -4126816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4126812.250000 Penalty: 5192.919922
	Iteration 39Q: 3 clusters Score -4126812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4126806.500000 Penalty: 5192.919922
	Iteration 40F: 3 clusters Score -4126806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4126819.000000 Penalty: 5192.919922
	Iteration 41Q: 3 clusters Score -4126819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4126812.250000 Penalty: 5192.919922
	Iteration 42Q: 3 clusters Score -4126812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4126807.750000 Penalty: 5192.919922
	Iteration 43Q: 3 clusters Score -4126808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4126807.000000 Penalty: 5192.919922
	Iteration 44Q: 3 clusters Score -4126807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4126815.500000 Penalty: 5192.919922
	Iteration 45Q: 3 clusters Score -4126816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4126816.500000 Penalty: 5192.919922
	Iteration 46Q: 3 clusters Score -4126816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4126816.750000 Penalty: 5192.919922
	Iteration 47Q: 3 clusters Score -4126817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4126823.750000 Penalty: 5192.919922
	Iteration 48Q: 3 clusters Score -4126824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4126816.500000 Penalty: 5192.919922
	Iteration 49Q: 3 clusters Score -4126816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4126810.750000 Penalty: 5192.919922
	Iteration 50Q: 3 clusters Score -4126811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4126812.250000 Penalty: 5192.919922
	Iteration 51Q: 3 clusters Score -4126812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4126808.500000 Penalty: 5192.919922
	Iteration 52Q: 3 clusters Score -4126808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4126803.750000 Penalty: 5192.919922
	Iteration 53Q: 3 clusters Score -4126804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4126809.250000 Penalty: 5192.919922
	Iteration 54Q: 3 clusters Score -4126809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4126809.750000 Penalty: 5192.919922
	Iteration 55Q: 3 clusters Score -4126810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4126815.750000 Penalty: 5192.919922
	Iteration 56Q: 3 clusters Score -4126816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4126814.500000 Penalty: 5192.919922
	Iteration 57Q: 3 clusters Score -4126814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4126813.750000 Penalty: 5192.919922
	Iteration 58Q: 3 clusters Score -4126814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4126817.500000 Penalty: 5192.919922
	Iteration 59Q: 3 clusters Score -4126818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4126815.750000 Penalty: 5192.919922
	Iteration 60F: 3 clusters Score -4126816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4126809.500000 Penalty: 5192.919922
	Iteration 61Q: 3 clusters Score -4126810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4126817.750000 Penalty: 5192.919922
	Iteration 62Q: 3 clusters Score -4126818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4126816.000000 Penalty: 5192.919922
	Iteration 63Q: 3 clusters Score -4126816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4126816.000000 Penalty: 5192.919922
	Iteration 64F: 3 clusters Score -4126816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -65964.562500 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -65964.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64372.527344 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -64372.53 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64649.683594 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -64649.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64815.535156 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -64815.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64968.894531 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -64968.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65216.996094 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -65217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65448.531250 Penalty: 3222.400391
	Iteration 5F: 3 clusters Score -65448.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65648.593750 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -65648.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65795.453125 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -65795.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65876.421875 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -65876.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65910.281250 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -65910.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65933.039062 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -65933.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65961.812500 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -65961.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65972.687500 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -65972.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65975.984375 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -65975.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65990.078125 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -65990.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66007.210938 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -66007.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66014.242188 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -66014.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66014.242188 Penalty: 3222.400391
	Iteration 17F: 3 clusters Score -66014.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 425 members 
Entering Unmasked Estep 
Score: -142004592.000000 Penalty: 166335.640625
Splitting cluster 23 changes total score from -142005712.000000 to -142004592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (40366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Entering Unmasked Estep 
Score: -5000327.500000 Penalty: 2630.224365
	Iteration 0F: 2 clusters Score -5000328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4972987.000000 Penalty: 5260.448730
	Iteration 0F: 3 clusters Score -4972987 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4983271.000000 Penalty: 5260.448730
	Iteration 1F: 3 clusters Score -4983271 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4984048.000000 Penalty: 5260.448730
	Iteration 2Q: 3 clusters Score -4984048 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4985065.500000 Penalty: 5260.448730
	Iteration 3F: 3 clusters Score -4985066 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4986701.500000 Penalty: 5260.448730
	Iteration 4F: 3 clusters Score -4986702 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4989066.000000 Penalty: 5260.448730
	Iteration 5F: 3 clusters Score -4989066 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -4991914.000000 Penalty: 5260.448730
	Iteration 6F: 3 clusters Score -4991914 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4994370.500000 Penalty: 5260.448730
	Iteration 7F: 3 clusters Score -4994370 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4996067.500000 Penalty: 5260.448730
	Iteration 8Q: 3 clusters Score -4996068 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4997033.500000 Penalty: 5260.448730
	Iteration 9Q: 3 clusters Score -4997034 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4997604.000000 Penalty: 5260.448730
	Iteration 10Q: 3 clusters Score -4997604 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4997901.000000 Penalty: 5260.448730
	Iteration 11Q: 3 clusters Score -4997901 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4998057.500000 Penalty: 5260.448730
	Iteration 12Q: 3 clusters Score -4998058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4998186.000000 Penalty: 5260.448730
	Iteration 13Q: 3 clusters Score -4998186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4998272.500000 Penalty: 5260.448730
	Iteration 14Q: 3 clusters Score -4998272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4998301.000000 Penalty: 5260.448730
	Iteration 15Q: 3 clusters Score -4998301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4998324.500000 Penalty: 5260.448730
	Iteration 16Q: 3 clusters Score -4998324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4998338.500000 Penalty: 5260.448730
	Iteration 17Q: 3 clusters Score -4998338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4998342.500000 Penalty: 5260.448730
	Iteration 18Q: 3 clusters Score -4998342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4998359.000000 Penalty: 5260.448730
	Iteration 19Q: 3 clusters Score -4998359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4998368.000000 Penalty: 5260.448730
	Iteration 20F: 3 clusters Score -4998368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4998373.500000 Penalty: 5260.448730
	Iteration 21Q: 3 clusters Score -4998374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4998381.000000 Penalty: 5260.448730
	Iteration 22Q: 3 clusters Score -4998381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4998381.000000 Penalty: 5260.448730
	Iteration 23Q: 3 clusters Score -4998381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4998381.000000 Penalty: 5260.448730
	Iteration 24Q: 3 clusters Score -4998381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4998381.000000 Penalty: 5260.448730
	Iteration 25Q: 3 clusters Score -4998381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4998385.000000 Penalty: 5260.448730
	Iteration 26Q: 3 clusters Score -4998385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4998381.000000 Penalty: 5260.448730
	Iteration 27Q: 3 clusters Score -4998381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4998383.500000 Penalty: 5260.448730
	Iteration 28Q: 3 clusters Score -4998384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4998390.500000 Penalty: 5260.448730
	Iteration 29Q: 3 clusters Score -4998390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4998392.500000 Penalty: 5260.448730
	Iteration 30Q: 3 clusters Score -4998392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4998394.000000 Penalty: 5260.448730
	Iteration 31Q: 3 clusters Score -4998394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4998394.000000 Penalty: 5260.448730
	Iteration 32Q: 3 clusters Score -4998394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4998391.500000 Penalty: 5260.448730
	Iteration 33Q: 3 clusters Score -4998392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4998386.500000 Penalty: 5260.448730
	Iteration 34Q: 3 clusters Score -4998386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4998384.000000 Penalty: 5260.448730
	Iteration 35Q: 3 clusters Score -4998384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4998384.000000 Penalty: 5260.448730
	Iteration 36F: 3 clusters Score -4998384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -181190.328125 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -181190.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178950.187500 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -178950.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -179648.703125 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -179648.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180068.984375 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -180069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -180441.343750 Penalty: 3670.101318
	Iteration 3F: 3 clusters Score -180441.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -180709.359375 Penalty: 3670.101318
	Iteration 4F: 3 clusters Score -180709.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -180871.515625 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -180871.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -180977.156250 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -180977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -181023.015625 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -181023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -181041.062500 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -181041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -181055.281250 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -181055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -181075.687500 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -181075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -181102.937500 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -181102.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -181134.843750 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -181134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -181177.296875 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -181177.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -181225.890625 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -181225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -181261.062500 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -181261.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -181308.703125 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -181308.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -181349.609375 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -181349.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -181388.359375 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -181388.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181445.421875 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -181445.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181482.562500 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -181482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181505.843750 Penalty: 3670.101318
	Iteration 21Q: 3 clusters Score -181505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -181524.578125 Penalty: 3670.101318
	Iteration 22Q: 3 clusters Score -181524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181542.296875 Penalty: 3670.101318
	Iteration 23Q: 3 clusters Score -181542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -181548.640625 Penalty: 3670.101318
	Iteration 24Q: 3 clusters Score -181548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181558.437500 Penalty: 3670.101318
	Iteration 25Q: 3 clusters Score -181558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181567.328125 Penalty: 3670.101318
	Iteration 26Q: 3 clusters Score -181567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -181571.812500 Penalty: 3670.101318
	Iteration 27Q: 3 clusters Score -181571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -181575.812500 Penalty: 3670.101318
	Iteration 28Q: 3 clusters Score -181575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -181576.281250 Penalty: 3670.101318
	Iteration 29Q: 3 clusters Score -181576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -181578.562500 Penalty: 3670.101318
	Iteration 30Q: 3 clusters Score -181578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -181582.656250 Penalty: 3670.101318
	Iteration 31Q: 3 clusters Score -181582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -181583.140625 Penalty: 3670.101318
	Iteration 32Q: 3 clusters Score -181583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -181584.015625 Penalty: 3670.101318
	Iteration 33Q: 3 clusters Score -181584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -181584.015625 Penalty: 3670.101318
	Iteration 34F: 3 clusters Score -181584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 1021 members 
Entering Unmasked Estep 
Score: -142004176.000000 Penalty: 166335.640625
Splitting cluster 25 changes total score from -142005712.000000 to -142004176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Entering Unmasked Estep 
Score: -2576675.500000 Penalty: 2458.864014
	Iteration 0F: 2 clusters Score -2576676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2562330.000000 Penalty: 4917.728027
	Iteration 0F: 3 clusters Score -2562330 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2567162.000000 Penalty: 4917.728027
	Iteration 1F: 3 clusters Score -2567162 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2567502.750000 Penalty: 4917.728027
	Iteration 2F: 3 clusters Score -2567503 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2567814.000000 Penalty: 4917.728027
	Iteration 3Q: 3 clusters Score -2567814 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2568088.250000 Penalty: 4917.728027
	Iteration 4Q: 3 clusters Score -2568088 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2568360.750000 Penalty: 4917.728027
	Iteration 5Q: 3 clusters Score -2568361 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2568628.500000 Penalty: 4917.728027
	Iteration 6Q: 3 clusters Score -2568628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2568986.000000 Penalty: 4917.728027
	Iteration 7Q: 3 clusters Score -2568986 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2569447.250000 Penalty: 4917.728027
	Iteration 8Q: 3 clusters Score -2569447 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2570013.250000 Penalty: 4917.728027
	Iteration 9Q: 3 clusters Score -2570013 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2570715.250000 Penalty: 4917.728027
	Iteration 10F: 3 clusters Score -2570715 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2571509.500000 Penalty: 4917.728027
	Iteration 11F: 3 clusters Score -2571510 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2572388.750000 Penalty: 4917.728027
	Iteration 12F: 3 clusters Score -2572389 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2573181.500000 Penalty: 4917.728027
	Iteration 13Q: 3 clusters Score -2573182 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2573736.750000 Penalty: 4917.728027
	Iteration 14Q: 3 clusters Score -2573737 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2574079.750000 Penalty: 4917.728027
	Iteration 15Q: 3 clusters Score -2574080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2574303.000000 Penalty: 4917.728027
	Iteration 16Q: 3 clusters Score -2574303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2574402.500000 Penalty: 4917.728027
	Iteration 17Q: 3 clusters Score -2574402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2574447.500000 Penalty: 4917.728027
	Iteration 18Q: 3 clusters Score -2574448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2574470.750000 Penalty: 4917.728027
	Iteration 19Q: 3 clusters Score -2574471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2574483.000000 Penalty: 4917.728027
	Iteration 20F: 3 clusters Score -2574483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2574509.000000 Penalty: 4917.728027
	Iteration 21Q: 3 clusters Score -2574509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2574530.500000 Penalty: 4917.728027
	Iteration 22Q: 3 clusters Score -2574530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2574535.500000 Penalty: 4917.728027
	Iteration 23Q: 3 clusters Score -2574536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2574540.250000 Penalty: 4917.728027
	Iteration 24Q: 3 clusters Score -2574540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2574543.750000 Penalty: 4917.728027
	Iteration 25Q: 3 clusters Score -2574544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2574545.250000 Penalty: 4917.728027
	Iteration 26Q: 3 clusters Score -2574545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2574545.250000 Penalty: 4917.728027
	Iteration 27F: 3 clusters Score -2574545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29902.837891 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29902.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30112.568359 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30112.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30150.630859 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -30150.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30154.824219 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30154.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30154.824219 Penalty: 2862.634766
	Iteration 4F: 3 clusters Score -30154.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -1327667.000000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -1327667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1319287.000000 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -1319287 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1321858.375000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -1321858 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1322356.125000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -1322356 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1322833.250000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -1322833 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1323219.375000 Penalty: 4618.749023
	Iteration 4F: 3 clusters Score -1323219 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1323600.625000 Penalty: 4618.749023
	Iteration 5F: 3 clusters Score -1323601 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1323924.000000 Penalty: 4618.749023
	Iteration 6Q: 3 clusters Score -1323924 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1324225.875000 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -1324226 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1324463.500000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -1324464 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1324647.000000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -1324647 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1324783.625000 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -1324784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1324901.625000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -1324902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1324995.250000 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -1324995 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1325074.375000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -1325074 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1325144.750000 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -1325145 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1325207.625000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -1325208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1325257.625000 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -1325258 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1325319.125000 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -1325319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1325374.250000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -1325374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1325439.875000 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -1325440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1325508.000000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -1325508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1325569.750000 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -1325570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1325621.625000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -1325622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1325667.750000 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -1325668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1325723.375000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -1325723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1325768.000000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -1325768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1325813.125000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -1325813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1325852.625000 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -1325853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1325887.750000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -1325888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1325925.500000 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -1325926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1325952.625000 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -1325953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1325972.125000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -1325972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1325995.000000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -1325995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1326016.500000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -1326016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1326037.250000 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -1326037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1326053.250000 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -1326053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1326068.250000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -1326068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1326087.875000 Penalty: 4618.749023
	Iteration 37Q: 3 clusters Score -1326088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1326092.125000 Penalty: 4618.749023
	Iteration 38Q: 3 clusters Score -1326092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1326100.125000 Penalty: 4618.749023
	Iteration 39Q: 3 clusters Score -1326100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1326105.750000 Penalty: 4618.749023
	Iteration 40F: 3 clusters Score -1326106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1326108.125000 Penalty: 4618.749023
	Iteration 41Q: 3 clusters Score -1326108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1326111.625000 Penalty: 4618.749023
	Iteration 42Q: 3 clusters Score -1326112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1326119.875000 Penalty: 4618.749023
	Iteration 43Q: 3 clusters Score -1326120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1326123.250000 Penalty: 4618.749023
	Iteration 44Q: 3 clusters Score -1326123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1326131.125000 Penalty: 4618.749023
	Iteration 45Q: 3 clusters Score -1326131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1326137.500000 Penalty: 4618.749023
	Iteration 46Q: 3 clusters Score -1326138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1326141.250000 Penalty: 4618.749023
	Iteration 47Q: 3 clusters Score -1326141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1326150.250000 Penalty: 4618.749023
	Iteration 48Q: 3 clusters Score -1326150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1326158.500000 Penalty: 4618.749023
	Iteration 49Q: 3 clusters Score -1326158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1326164.250000 Penalty: 4618.749023
	Iteration 50Q: 3 clusters Score -1326164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1326173.500000 Penalty: 4618.749023
	Iteration 51Q: 3 clusters Score -1326174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1326186.750000 Penalty: 4618.749023
	Iteration 52Q: 3 clusters Score -1326187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1326193.000000 Penalty: 4618.749023
	Iteration 53Q: 3 clusters Score -1326193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1326195.125000 Penalty: 4618.749023
	Iteration 54Q: 3 clusters Score -1326195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1326198.375000 Penalty: 4618.749023
	Iteration 55Q: 3 clusters Score -1326198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1326202.625000 Penalty: 4618.749023
	Iteration 56Q: 3 clusters Score -1326203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1326206.500000 Penalty: 4618.749023
	Iteration 57Q: 3 clusters Score -1326206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1326215.375000 Penalty: 4618.749023
	Iteration 58Q: 3 clusters Score -1326215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1326222.875000 Penalty: 4618.749023
	Iteration 59Q: 3 clusters Score -1326223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1326228.375000 Penalty: 4618.749023
	Iteration 60F: 3 clusters Score -1326228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1326230.875000 Penalty: 4618.749023
	Iteration 61Q: 3 clusters Score -1326231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1326232.000000 Penalty: 4618.749023
	Iteration 62Q: 3 clusters Score -1326232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1326235.125000 Penalty: 4618.749023
	Iteration 63Q: 3 clusters Score -1326235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1326236.375000 Penalty: 4618.749023
	Iteration 64Q: 3 clusters Score -1326236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1326236.250000 Penalty: 4618.749023
	Iteration 65Q: 3 clusters Score -1326236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1326241.000000 Penalty: 4618.749023
	Iteration 66Q: 3 clusters Score -1326241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1326245.000000 Penalty: 4618.749023
	Iteration 67Q: 3 clusters Score -1326245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1326253.250000 Penalty: 4618.749023
	Iteration 68Q: 3 clusters Score -1326253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1326254.625000 Penalty: 4618.749023
	Iteration 69Q: 3 clusters Score -1326255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1326260.500000 Penalty: 4618.749023
	Iteration 70Q: 3 clusters Score -1326260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1326264.375000 Penalty: 4618.749023
	Iteration 71Q: 3 clusters Score -1326264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1326271.250000 Penalty: 4618.749023
	Iteration 72Q: 3 clusters Score -1326271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1326276.125000 Penalty: 4618.749023
	Iteration 73Q: 3 clusters Score -1326276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1326278.125000 Penalty: 4618.749023
	Iteration 74Q: 3 clusters Score -1326278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1326285.500000 Penalty: 4618.749023
	Iteration 75Q: 3 clusters Score -1326286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1326289.375000 Penalty: 4618.749023
	Iteration 76Q: 3 clusters Score -1326289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1326290.625000 Penalty: 4618.749023
	Iteration 77Q: 3 clusters Score -1326291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1326292.625000 Penalty: 4618.749023
	Iteration 78Q: 3 clusters Score -1326293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1326295.125000 Penalty: 4618.749023
	Iteration 79Q: 3 clusters Score -1326295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1326295.500000 Penalty: 4618.749023
	Iteration 80F: 3 clusters Score -1326296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1326298.000000 Penalty: 4618.749023
	Iteration 81Q: 3 clusters Score -1326298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1326296.875000 Penalty: 4618.749023
	Iteration 82Q: 3 clusters Score -1326297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1326294.750000 Penalty: 4618.749023
	Iteration 83Q: 3 clusters Score -1326295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1326294.750000 Penalty: 4618.749023
	Iteration 84F: 3 clusters Score -1326295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Entering Unmasked Estep 
Score: -1585215.250000 Penalty: 2348.523926
	Iteration 0F: 2 clusters Score -1585215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1575714.375000 Penalty: 4697.047852
	Iteration 0F: 3 clusters Score -1575714 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1578579.125000 Penalty: 4697.047852
	Iteration 1F: 3 clusters Score -1578579 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1579141.750000 Penalty: 4697.047852
	Iteration 2F: 3 clusters Score -1579142 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1579908.125000 Penalty: 4697.047852
	Iteration 3F: 3 clusters Score -1579908 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1580882.375000 Penalty: 4697.047852
	Iteration 4F: 3 clusters Score -1580882 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1581805.750000 Penalty: 4697.047852
	Iteration 5F: 3 clusters Score -1581806 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1582539.875000 Penalty: 4697.047852
	Iteration 6F: 3 clusters Score -1582540 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1583019.000000 Penalty: 4697.047852
	Iteration 7F: 3 clusters Score -1583019 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1583307.500000 Penalty: 4697.047852
	Iteration 8Q: 3 clusters Score -1583308 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1583480.375000 Penalty: 4697.047852
	Iteration 9Q: 3 clusters Score -1583480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1583590.625000 Penalty: 4697.047852
	Iteration 10Q: 3 clusters Score -1583591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1583682.625000 Penalty: 4697.047852
	Iteration 11Q: 3 clusters Score -1583683 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1583758.125000 Penalty: 4697.047852
	Iteration 12Q: 3 clusters Score -1583758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1583826.625000 Penalty: 4697.047852
	Iteration 13Q: 3 clusters Score -1583827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1583890.875000 Penalty: 4697.047852
	Iteration 14Q: 3 clusters Score -1583891 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1583958.750000 Penalty: 4697.047852
	Iteration 15Q: 3 clusters Score -1583959 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1584015.625000 Penalty: 4697.047852
	Iteration 16Q: 3 clusters Score -1584016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1584059.375000 Penalty: 4697.047852
	Iteration 17Q: 3 clusters Score -1584059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1584094.625000 Penalty: 4697.047852
	Iteration 18Q: 3 clusters Score -1584095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1584132.125000 Penalty: 4697.047852
	Iteration 19Q: 3 clusters Score -1584132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1584162.750000 Penalty: 4697.047852
	Iteration 20F: 3 clusters Score -1584163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1584188.125000 Penalty: 4697.047852
	Iteration 21Q: 3 clusters Score -1584188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1584219.250000 Penalty: 4697.047852
	Iteration 22Q: 3 clusters Score -1584219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1584250.125000 Penalty: 4697.047852
	Iteration 23Q: 3 clusters Score -1584250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1584274.250000 Penalty: 4697.047852
	Iteration 24Q: 3 clusters Score -1584274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1584293.750000 Penalty: 4697.047852
	Iteration 25Q: 3 clusters Score -1584294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1584317.500000 Penalty: 4697.047852
	Iteration 26Q: 3 clusters Score -1584318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1584328.750000 Penalty: 4697.047852
	Iteration 27Q: 3 clusters Score -1584329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1584338.125000 Penalty: 4697.047852
	Iteration 28Q: 3 clusters Score -1584338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1584355.125000 Penalty: 4697.047852
	Iteration 29Q: 3 clusters Score -1584355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1584359.750000 Penalty: 4697.047852
	Iteration 30Q: 3 clusters Score -1584360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1584366.500000 Penalty: 4697.047852
	Iteration 31Q: 3 clusters Score -1584366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1584367.500000 Penalty: 4697.047852
	Iteration 32Q: 3 clusters Score -1584368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1584373.625000 Penalty: 4697.047852
	Iteration 33Q: 3 clusters Score -1584374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1584374.375000 Penalty: 4697.047852
	Iteration 34Q: 3 clusters Score -1584374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1584375.500000 Penalty: 4697.047852
	Iteration 35Q: 3 clusters Score -1584376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1584378.625000 Penalty: 4697.047852
	Iteration 36Q: 3 clusters Score -1584379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1584376.750000 Penalty: 4697.047852
	Iteration 37Q: 3 clusters Score -1584377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1584381.500000 Penalty: 4697.047852
	Iteration 38Q: 3 clusters Score -1584382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1584379.875000 Penalty: 4697.047852
	Iteration 39Q: 3 clusters Score -1584380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1584381.000000 Penalty: 4697.047852
	Iteration 40F: 3 clusters Score -1584381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1584383.250000 Penalty: 4697.047852
	Iteration 41Q: 3 clusters Score -1584383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1584381.500000 Penalty: 4697.047852
	Iteration 42Q: 3 clusters Score -1584382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1584383.000000 Penalty: 4697.047852
	Iteration 43Q: 3 clusters Score -1584383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1584383.500000 Penalty: 4697.047852
	Iteration 44Q: 3 clusters Score -1584384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1584385.500000 Penalty: 4697.047852
	Iteration 45Q: 3 clusters Score -1584386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1584385.750000 Penalty: 4697.047852
	Iteration 46Q: 3 clusters Score -1584386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1584387.375000 Penalty: 4697.047852
	Iteration 47Q: 3 clusters Score -1584387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1584387.375000 Penalty: 4697.047852
	Iteration 48F: 3 clusters Score -1584387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -712443.187500 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -712443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -707537.562500 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -707537.6 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -708785.625000 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -708785.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -709068.062500 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -709068.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -709280.875000 Penalty: 4282.771973
	Iteration 3F: 3 clusters Score -709280.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -709451.687500 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -709451.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -709627.812500 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -709627.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -709807.687500 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -709807.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -709956.187500 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -709956.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -710085.375000 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -710085.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -710221.375000 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -710221.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -710337.687500 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -710337.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -710441.562500 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -710441.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -710538.187500 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -710538.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -710603.000000 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -710603 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -710657.000000 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -710657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -710714.812500 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -710714.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -710772.250000 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -710772.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -710818.500000 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -710818.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -710851.187500 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -710851.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -710881.812500 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -710881.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -710903.750000 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -710903.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -710922.562500 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -710922.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -710942.625000 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -710942.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -710961.437500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -710961.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -710981.187500 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -710981.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -710992.750000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -710992.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -711004.000000 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -711004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -711013.375000 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -711013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -711020.312500 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -711020.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -711026.562500 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -711026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -711031.625000 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -711031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -711033.375000 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -711033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -711036.750000 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -711036.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -711040.812500 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -711040.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -711048.312500 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -711048.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -711052.937500 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -711052.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -711062.687500 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -711062.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -711071.687500 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -711071.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -711079.500000 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -711079.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -711088.875000 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -711088.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -711097.250000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -711097.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -711104.937500 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -711104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -711110.437500 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -711110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -711114.437500 Penalty: 4282.771973
	Iteration 43Q: 3 clusters Score -711114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -711117.687500 Penalty: 4282.771973
	Iteration 44Q: 3 clusters Score -711117.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -711118.812500 Penalty: 4282.771973
	Iteration 45Q: 3 clusters Score -711118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -711119.812500 Penalty: 4282.771973
	Iteration 46Q: 3 clusters Score -711119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -711121.500000 Penalty: 4282.771973
	Iteration 47Q: 3 clusters Score -711121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -711123.500000 Penalty: 4282.771973
	Iteration 48Q: 3 clusters Score -711123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -711125.250000 Penalty: 4282.771973
	Iteration 49Q: 3 clusters Score -711125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -711126.250000 Penalty: 4282.771973
	Iteration 50Q: 3 clusters Score -711126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -711126.937500 Penalty: 4282.771973
	Iteration 51Q: 3 clusters Score -711126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -711128.562500 Penalty: 4282.771973
	Iteration 52Q: 3 clusters Score -711128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -711129.375000 Penalty: 4282.771973
	Iteration 53Q: 3 clusters Score -711129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -711129.250000 Penalty: 4282.771973
	Iteration 54Q: 3 clusters Score -711129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -711130.750000 Penalty: 4282.771973
	Iteration 55Q: 3 clusters Score -711130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -711131.625000 Penalty: 4282.771973
	Iteration 56Q: 3 clusters Score -711131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -711132.250000 Penalty: 4282.771973
	Iteration 57Q: 3 clusters Score -711132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -711133.437500 Penalty: 4282.771973
	Iteration 58Q: 3 clusters Score -711133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -711133.812500 Penalty: 4282.771973
	Iteration 59Q: 3 clusters Score -711133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -711133.687500 Penalty: 4282.771973
	Iteration 60F: 3 clusters Score -711133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -711134.562500 Penalty: 4282.771973
	Iteration 61Q: 3 clusters Score -711134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -711135.187500 Penalty: 4282.771973
	Iteration 62Q: 3 clusters Score -711135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -711137.562500 Penalty: 4282.771973
	Iteration 63Q: 3 clusters Score -711137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -711138.812500 Penalty: 4282.771973
	Iteration 64Q: 3 clusters Score -711138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -711138.812500 Penalty: 4282.771973
	Iteration 65F: 3 clusters Score -711138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -681252.687500 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -681252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -676447.562500 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -676447.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -677557.750000 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -677557.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -677756.750000 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -677756.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -677872.875000 Penalty: 4263.801270
	Iteration 3Q: 3 clusters Score -677872.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -677966.250000 Penalty: 4263.801270
	Iteration 4Q: 3 clusters Score -677966.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -678034.937500 Penalty: 4263.801270
	Iteration 5Q: 3 clusters Score -678034.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -678078.125000 Penalty: 4263.801270
	Iteration 6Q: 3 clusters Score -678078.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -678111.312500 Penalty: 4263.801270
	Iteration 7Q: 3 clusters Score -678111.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -678134.062500 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -678134.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -678153.875000 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -678153.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -678177.500000 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -678177.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -678191.875000 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -678191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -678202.000000 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -678202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -678209.812500 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -678209.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -678220.937500 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -678220.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -678231.187500 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -678231.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -678243.500000 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -678243.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -678257.250000 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -678257.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -678269.812500 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -678269.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -678279.562500 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -678279.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -678290.750000 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -678290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -678303.937500 Penalty: 4263.801270
	Iteration 21Q: 3 clusters Score -678303.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -678317.875000 Penalty: 4263.801270
	Iteration 22Q: 3 clusters Score -678317.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -678334.500000 Penalty: 4263.801270
	Iteration 23Q: 3 clusters Score -678334.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -678342.875000 Penalty: 4263.801270
	Iteration 24Q: 3 clusters Score -678342.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -678356.437500 Penalty: 4263.801270
	Iteration 25Q: 3 clusters Score -678356.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -678367.812500 Penalty: 4263.801270
	Iteration 26Q: 3 clusters Score -678367.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -678384.687500 Penalty: 4263.801270
	Iteration 27Q: 3 clusters Score -678384.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -678400.250000 Penalty: 4263.801270
	Iteration 28Q: 3 clusters Score -678400.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -678416.062500 Penalty: 4263.801270
	Iteration 29Q: 3 clusters Score -678416.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -678435.062500 Penalty: 4263.801270
	Iteration 30Q: 3 clusters Score -678435.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -678457.000000 Penalty: 4263.801270
	Iteration 31Q: 3 clusters Score -678457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -678490.000000 Penalty: 4263.801270
	Iteration 32Q: 3 clusters Score -678490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -678521.062500 Penalty: 4263.801270
	Iteration 33Q: 3 clusters Score -678521.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -678555.562500 Penalty: 4263.801270
	Iteration 34Q: 3 clusters Score -678555.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -678603.125000 Penalty: 4263.801270
	Iteration 35Q: 3 clusters Score -678603.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -678664.062500 Penalty: 4263.801270
	Iteration 36Q: 3 clusters Score -678664.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -678743.312500 Penalty: 4263.801270
	Iteration 37Q: 3 clusters Score -678743.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -678824.562500 Penalty: 4263.801270
	Iteration 38Q: 3 clusters Score -678824.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -678904.812500 Penalty: 4263.801270
	Iteration 39Q: 3 clusters Score -678904.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -678972.187500 Penalty: 4263.801270
	Iteration 40F: 3 clusters Score -678972.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -679030.000000 Penalty: 4263.801270
	Iteration 41Q: 3 clusters Score -679030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -679092.062500 Penalty: 4263.801270
	Iteration 42Q: 3 clusters Score -679092.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -679157.937500 Penalty: 4263.801270
	Iteration 43Q: 3 clusters Score -679157.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -679219.375000 Penalty: 4263.801270
	Iteration 44Q: 3 clusters Score -679219.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -679269.937500 Penalty: 4263.801270
	Iteration 45Q: 3 clusters Score -679269.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -679311.687500 Penalty: 4263.801270
	Iteration 46Q: 3 clusters Score -679311.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -679353.937500 Penalty: 4263.801270
	Iteration 47Q: 3 clusters Score -679353.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -679388.562500 Penalty: 4263.801270
	Iteration 48Q: 3 clusters Score -679388.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -679400.812500 Penalty: 4263.801270
	Iteration 49Q: 3 clusters Score -679400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -679413.375000 Penalty: 4263.801270
	Iteration 50Q: 3 clusters Score -679413.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -679420.187500 Penalty: 4263.801270
	Iteration 51Q: 3 clusters Score -679420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -679427.437500 Penalty: 4263.801270
	Iteration 52Q: 3 clusters Score -679427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -679430.000000 Penalty: 4263.801270
	Iteration 53Q: 3 clusters Score -679430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -679432.187500 Penalty: 4263.801270
	Iteration 54Q: 3 clusters Score -679432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -679434.312500 Penalty: 4263.801270
	Iteration 55Q: 3 clusters Score -679434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -679434.125000 Penalty: 4263.801270
	Iteration 56Q: 3 clusters Score -679434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -679436.812500 Penalty: 4263.801270
	Iteration 57Q: 3 clusters Score -679436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -679439.062500 Penalty: 4263.801270
	Iteration 58Q: 3 clusters Score -679439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -679438.187500 Penalty: 4263.801270
	Iteration 59Q: 3 clusters Score -679438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -679438.187500 Penalty: 4263.801270
	Iteration 60F: 3 clusters Score -679438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1976353.250000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1976353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1964213.875000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1964214 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1968244.750000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1968245 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1968804.125000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1968804 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1969384.625000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1969385 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1970018.500000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -1970018 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1970759.875000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -1970760 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1971639.125000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1971639 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1972527.000000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1972527 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1973230.250000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -1973230 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1973717.250000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1973717 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1973979.250000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1973979 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1974134.875000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1974135 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1974240.125000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1974240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1974298.750000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1974299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1974342.750000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1974343 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1974372.500000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1974372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1974392.875000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1974393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1974409.125000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1974409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1974418.125000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1974418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1974431.750000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1974432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1974442.500000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1974442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1974452.250000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1974452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1974459.625000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1974460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1974464.875000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1974465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1974473.250000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1974473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1974474.750000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1974475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1974477.000000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1974477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1974479.375000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1974479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1974488.375000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1974488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1974494.000000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1974494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1974496.375000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1974496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1974500.625000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1974501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1974507.750000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1974508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1974507.625000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1974508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1974504.125000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1974504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1974509.500000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1974510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1974513.125000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1974513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1974512.750000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1974513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1974511.875000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1974512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1974517.750000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1974518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1974513.375000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1974513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1974518.250000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1974518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1974515.125000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1974515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1974519.875000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1974520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1974523.250000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1974523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1974524.625000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1974525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1974523.625000 Penalty: 4831.899414
	Iteration 46Q: 3 clusters Score -1974524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1974523.625000 Penalty: 4831.899414
	Iteration 47F: 3 clusters Score -1974524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -286259.593750 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -286259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283382.156250 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -283382.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283909.125000 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -283909.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -284080.875000 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -284080.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -284167.250000 Penalty: 3854.658447
	Iteration 3Q: 3 clusters Score -284167.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -284223.562500 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -284223.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284265.718750 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -284265.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -284305.375000 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -284305.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -284329.656250 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -284329.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -284364.593750 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -284364.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -284394.093750 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -284394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -284420.812500 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -284420.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -284434.750000 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -284434.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -284445.093750 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -284445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284450.312500 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -284450.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -284460.031250 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -284460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -284467.656250 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -284467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -284471.687500 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -284471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -284474.156250 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -284474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284475.187500 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -284475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -284477.718750 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -284477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -284479.718750 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -284479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284481.000000 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -284481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -284482.593750 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -284482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -284483.375000 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -284483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284484.125000 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -284484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284486.187500 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -284486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284486.031250 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -284486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284486.031250 Penalty: 3854.658447
	Iteration 27F: 3 clusters Score -284486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -1101736.000000 Penalty: 2248.197998
	Iteration 0F: 2 clusters Score -1101736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1094954.250000 Penalty: 4496.395996
	Iteration 0F: 3 clusters Score -1094954 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1096874.250000 Penalty: 4496.395996
	Iteration 1F: 3 clusters Score -1096874 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1097185.750000 Penalty: 4496.395996
	Iteration 2F: 3 clusters Score -1097186 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1097429.875000 Penalty: 4496.395996
	Iteration 3F: 3 clusters Score -1097430 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1097668.625000 Penalty: 4496.395996
	Iteration 4F: 3 clusters Score -1097669 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1097895.125000 Penalty: 4496.395996
	Iteration 5Q: 3 clusters Score -1097895 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1098124.000000 Penalty: 4496.395996
	Iteration 6Q: 3 clusters Score -1098124 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1098340.500000 Penalty: 4496.395996
	Iteration 7Q: 3 clusters Score -1098340 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1098561.750000 Penalty: 4496.395996
	Iteration 8Q: 3 clusters Score -1098562 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1098793.625000 Penalty: 4496.395996
	Iteration 9Q: 3 clusters Score -1098794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1099030.125000 Penalty: 4496.395996
	Iteration 10Q: 3 clusters Score -1099030 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1099272.250000 Penalty: 4496.395996
	Iteration 11Q: 3 clusters Score -1099272 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1099476.000000 Penalty: 4496.395996
	Iteration 12Q: 3 clusters Score -1099476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1099602.375000 Penalty: 4496.395996
	Iteration 13Q: 3 clusters Score -1099602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1099668.625000 Penalty: 4496.395996
	Iteration 14Q: 3 clusters Score -1099669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1099720.375000 Penalty: 4496.395996
	Iteration 15Q: 3 clusters Score -1099720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1099752.750000 Penalty: 4496.395996
	Iteration 16Q: 3 clusters Score -1099753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1099772.875000 Penalty: 4496.395996
	Iteration 17Q: 3 clusters Score -1099773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1099787.625000 Penalty: 4496.395996
	Iteration 18Q: 3 clusters Score -1099788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1099792.625000 Penalty: 4496.395996
	Iteration 19Q: 3 clusters Score -1099793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1099801.500000 Penalty: 4496.395996
	Iteration 20F: 3 clusters Score -1099802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1099806.125000 Penalty: 4496.395996
	Iteration 21Q: 3 clusters Score -1099806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1099812.375000 Penalty: 4496.395996
	Iteration 22Q: 3 clusters Score -1099812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1099815.375000 Penalty: 4496.395996
	Iteration 23Q: 3 clusters Score -1099815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1099816.500000 Penalty: 4496.395996
	Iteration 24Q: 3 clusters Score -1099816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1099819.375000 Penalty: 4496.395996
	Iteration 25Q: 3 clusters Score -1099819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1099820.625000 Penalty: 4496.395996
	Iteration 26Q: 3 clusters Score -1099821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1099824.750000 Penalty: 4496.395996
	Iteration 27Q: 3 clusters Score -1099825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1099830.750000 Penalty: 4496.395996
	Iteration 28Q: 3 clusters Score -1099831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1099832.250000 Penalty: 4496.395996
	Iteration 29Q: 3 clusters Score -1099832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1099831.375000 Penalty: 4496.395996
	Iteration 30Q: 3 clusters Score -1099831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1099832.250000 Penalty: 4496.395996
	Iteration 31Q: 3 clusters Score -1099832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1099833.750000 Penalty: 4496.395996
	Iteration 32Q: 3 clusters Score -1099834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1099832.750000 Penalty: 4496.395996
	Iteration 33Q: 3 clusters Score -1099833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1099835.375000 Penalty: 4496.395996
	Iteration 34Q: 3 clusters Score -1099835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1099835.375000 Penalty: 4496.395996
	Iteration 35Q: 3 clusters Score -1099835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1099836.500000 Penalty: 4496.395996
	Iteration 36Q: 3 clusters Score -1099836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1099836.500000 Penalty: 4496.395996
	Iteration 37F: 3 clusters Score -1099836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -658113.250000 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -658113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -653307.562500 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -653307.6 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -654496.125000 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -654496.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -654773.062500 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -654773.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -654968.250000 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -654968.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -655135.375000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -655135.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -655291.062500 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -655291.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -655433.500000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -655433.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -655585.437500 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -655585.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -655728.625000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -655728.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -655864.125000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -655864.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -655963.625000 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -655963.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -656091.125000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -656091.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -656201.625000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -656201.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -656301.875000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -656301.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -656392.187500 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -656392.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -656451.437500 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -656451.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -656487.625000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -656487.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -656516.562500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -656516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -656535.125000 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -656535.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -656554.750000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -656554.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -656566.125000 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -656566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -656579.375000 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -656579.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -656591.562500 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -656591.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -656600.437500 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -656600.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -656612.750000 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -656612.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -656624.687500 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -656624.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -656630.937500 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -656630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -656636.000000 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -656636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -656638.375000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -656638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -656641.562500 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -656641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -656642.125000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -656642.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -656642.125000 Penalty: 4273.781738
	Iteration 31F: 3 clusters Score -656642.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133229.765625 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133229.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133805.390625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133805.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134109.171875 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -134109.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134294.515625 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134294.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -134476.640625 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134476.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134619.578125 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134619.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -134685.843750 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134685.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -134715.109375 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134730.734375 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134733.203125 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134735.156250 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -134739.703125 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -134747.046875 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -134747.937500 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134748.421875 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -134748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134748.421875 Penalty: 3513.360352
	Iteration 15F: 3 clusters Score -134748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23952.224609 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23952.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24178.990234 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24178.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24289.402344 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -24289.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24383.863281 Penalty: 2784.111572
	Iteration 3F: 3 clusters Score -24383.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24402.658203 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24402.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24417.466797 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24417.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24439.234375 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24439.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24445.810547 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24445.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24450.230469 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24450.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24452.494141 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24452.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24457.292969 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -24457.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24457.292969 Penalty: 2784.111572
	Iteration 11F: 3 clusters Score -24457.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 171 members 
Entering Unmasked Estep 
Score: -37820.921875 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37820.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37960.441406 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -37960.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38027.214844 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38027.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38038.253906 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38038.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38055.464844 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38055.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38066.546875 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38066.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38068.957031 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38068.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38068.957031 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -38068.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -859930.062500 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -859930.1 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 3574 members 
Entering Unmasked Estep 
Score: -854074.937500 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -854074.9 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -855690.250000 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -855690.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -855952.312500 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -855952.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -856125.000000 Penalty: 4394.596191
	Iteration 3Q: 3 clusters Score -856125 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -856272.875000 Penalty: 4394.596191
	Iteration 4Q: 3 clusters Score -856272.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -856419.062500 Penalty: 4394.596191
	Iteration 5Q: 3 clusters Score -856419.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -856555.250000 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -856555.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -856705.187500 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -856705.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -856873.250000 Penalty: 4394.596191
	Iteration 8Q: 3 clusters Score -856873.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -857031.562500 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -857031.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -857150.937500 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -857150.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -857237.437500 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -857237.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -857315.312500 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -857315.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -857400.312500 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -857400.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -857491.812500 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -857491.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -857572.312500 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -857572.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -857657.687500 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -857657.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -857715.875000 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -857715.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -857760.000000 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -857760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -857796.312500 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -857796.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -857831.250000 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -857831.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -857861.875000 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -857861.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -857883.125000 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -857883.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -857904.500000 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -857904.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -857927.375000 Penalty: 4394.596191
	Iteration 24Q: 3 clusters Score -857927.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -857948.312500 Penalty: 4394.596191
	Iteration 25Q: 3 clusters Score -857948.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -857970.562500 Penalty: 4394.596191
	Iteration 26Q: 3 clusters Score -857970.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -857985.312500 Penalty: 4394.596191
	Iteration 27Q: 3 clusters Score -857985.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -858002.687500 Penalty: 4394.596191
	Iteration 28Q: 3 clusters Score -858002.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -858016.187500 Penalty: 4394.596191
	Iteration 29Q: 3 clusters Score -858016.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -858027.625000 Penalty: 4394.596191
	Iteration 30Q: 3 clusters Score -858027.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -858040.000000 Penalty: 4394.596191
	Iteration 31Q: 3 clusters Score -858040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -858048.437500 Penalty: 4394.596191
	Iteration 32Q: 3 clusters Score -858048.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -858058.312500 Penalty: 4394.596191
	Iteration 33Q: 3 clusters Score -858058.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -858066.312500 Penalty: 4394.596191
	Iteration 34Q: 3 clusters Score -858066.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -858072.625000 Penalty: 4394.596191
	Iteration 35Q: 3 clusters Score -858072.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -858084.062500 Penalty: 4394.596191
	Iteration 36Q: 3 clusters Score -858084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -858093.500000 Penalty: 4394.596191
	Iteration 37Q: 3 clusters Score -858093.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -858101.250000 Penalty: 4394.596191
	Iteration 38Q: 3 clusters Score -858101.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -858111.500000 Penalty: 4394.596191
	Iteration 39Q: 3 clusters Score -858111.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -858118.062500 Penalty: 4394.596191
	Iteration 40F: 3 clusters Score -858118.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -858120.750000 Penalty: 4394.596191
	Iteration 41Q: 3 clusters Score -858120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -858122.687500 Penalty: 4394.596191
	Iteration 42Q: 3 clusters Score -858122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -858125.562500 Penalty: 4394.596191
	Iteration 43Q: 3 clusters Score -858125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -858127.500000 Penalty: 4394.596191
	Iteration 44Q: 3 clusters Score -858127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -858130.562500 Penalty: 4394.596191
	Iteration 45Q: 3 clusters Score -858130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -858134.562500 Penalty: 4394.596191
	Iteration 46Q: 3 clusters Score -858134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -858137.937500 Penalty: 4394.596191
	Iteration 47Q: 3 clusters Score -858137.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -858142.250000 Penalty: 4394.596191
	Iteration 48Q: 3 clusters Score -858142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -858144.000000 Penalty: 4394.596191
	Iteration 49Q: 3 clusters Score -858144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -858148.187500 Penalty: 4394.596191
	Iteration 50Q: 3 clusters Score -858148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -858152.000000 Penalty: 4394.596191
	Iteration 51Q: 3 clusters Score -858152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -858153.187500 Penalty: 4394.596191
	Iteration 52Q: 3 clusters Score -858153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -858154.562500 Penalty: 4394.596191
	Iteration 53Q: 3 clusters Score -858154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -858156.437500 Penalty: 4394.596191
	Iteration 54Q: 3 clusters Score -858156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -858155.437500 Penalty: 4394.596191
	Iteration 55Q: 3 clusters Score -858155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -858159.812500 Penalty: 4394.596191
	Iteration 56Q: 3 clusters Score -858159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -858161.562500 Penalty: 4394.596191
	Iteration 57Q: 3 clusters Score -858161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -858163.812500 Penalty: 4394.596191
	Iteration 58Q: 3 clusters Score -858163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -858163.812500 Penalty: 4394.596191
	Iteration 59Q: 3 clusters Score -858163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -858163.062500 Penalty: 4394.596191
	Iteration 60F: 3 clusters Score -858163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -858164.437500 Penalty: 4394.596191
	Iteration 61Q: 3 clusters Score -858164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -858165.312500 Penalty: 4394.596191
	Iteration 62Q: 3 clusters Score -858165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -858165.312500 Penalty: 4394.596191
	Iteration 63F: 3 clusters Score -858165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (207858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207858 members 
Entering Unmasked Estep 
Score: -26126162.000000 Penalty: 3036.663574
	Iteration 0F: 2 clusters Score -2.612616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -25988214.000000 Penalty: 6073.327148
	Iteration 0F: 3 clusters Score -2.598821e+07 nChanged 100020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -26046898.000000 Penalty: 6073.327148
	Iteration 1F: 3 clusters Score -2.60469e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108354 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -26048478.000000 Penalty: 6073.327148
	Iteration 2Q: 3 clusters Score -2.604848e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -26051126.000000 Penalty: 6073.327148
	Iteration 3Q: 3 clusters Score -2.605113e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -26054792.000000 Penalty: 6073.327148
	Iteration 4Q: 3 clusters Score -2.605479e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -26060438.000000 Penalty: 6073.327148
	Iteration 5F: 3 clusters Score -2.606044e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -26069078.000000 Penalty: 6073.327148
	Iteration 6F: 3 clusters Score -2.606908e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136848 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -26079914.000000 Penalty: 6073.327148
	Iteration 7F: 3 clusters Score -2.607991e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -26090498.000000 Penalty: 6073.327148
	Iteration 8F: 3 clusters Score -2.60905e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -26097318.000000 Penalty: 6073.327148
	Iteration 9F: 3 clusters Score -2.609732e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -26101110.000000 Penalty: 6073.327148
	Iteration 10Q: 3 clusters Score -2.610111e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -26103102.000000 Penalty: 6073.327148
	Iteration 11Q: 3 clusters Score -2.61031e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -26104586.000000 Penalty: 6073.327148
	Iteration 12Q: 3 clusters Score -2.610459e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -26105796.000000 Penalty: 6073.327148
	Iteration 13Q: 3 clusters Score -2.61058e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166503 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -26106772.000000 Penalty: 6073.327148
	Iteration 14Q: 3 clusters Score -2.610677e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169501 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -26107922.000000 Penalty: 6073.327148
	Iteration 15Q: 3 clusters Score -2.610792e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172368 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -26109140.000000 Penalty: 6073.327148
	Iteration 16Q: 3 clusters Score -2.610914e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -26110318.000000 Penalty: 6073.327148
	Iteration 17Q: 3 clusters Score -2.611032e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -26111460.000000 Penalty: 6073.327148
	Iteration 18Q: 3 clusters Score -2.611146e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -26112646.000000 Penalty: 6073.327148
	Iteration 19Q: 3 clusters Score -2.611265e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -26113548.000000 Penalty: 6073.327148
	Iteration 20F: 3 clusters Score -2.611355e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185982 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -26114640.000000 Penalty: 6073.327148
	Iteration 21Q: 3 clusters Score -2.611464e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188438 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -26115694.000000 Penalty: 6073.327148
	Iteration 22Q: 3 clusters Score -2.611569e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190802 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -26116724.000000 Penalty: 6073.327148
	Iteration 23Q: 3 clusters Score -2.611672e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192919 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -26117940.000000 Penalty: 6073.327148
	Iteration 24Q: 3 clusters Score -2.611794e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194827 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -26119176.000000 Penalty: 6073.327148
	Iteration 25Q: 3 clusters Score -2.611918e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196507 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -26120390.000000 Penalty: 6073.327148
	Iteration 26Q: 3 clusters Score -2.612039e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197787 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -26121264.000000 Penalty: 6073.327148
	Iteration 27Q: 3 clusters Score -2.612126e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198849 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -26122066.000000 Penalty: 6073.327148
	Iteration 28Q: 3 clusters Score -2.612207e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -26122662.000000 Penalty: 6073.327148
	Iteration 29Q: 3 clusters Score -2.612266e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200365 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -26123018.000000 Penalty: 6073.327148
	Iteration 30Q: 3 clusters Score -2.612302e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200898 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -26123292.000000 Penalty: 6073.327148
	Iteration 31Q: 3 clusters Score -2.612329e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201382 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -26123388.000000 Penalty: 6073.327148
	Iteration 32Q: 3 clusters Score -2.612339e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201779 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -26123510.000000 Penalty: 6073.327148
	Iteration 33Q: 3 clusters Score -2.612351e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -26123588.000000 Penalty: 6073.327148
	Iteration 34Q: 3 clusters Score -2.612359e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202429 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -26123640.000000 Penalty: 6073.327148
	Iteration 35Q: 3 clusters Score -2.612364e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202704 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -26123706.000000 Penalty: 6073.327148
	Iteration 36Q: 3 clusters Score -2.612371e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -26123750.000000 Penalty: 6073.327148
	Iteration 37Q: 3 clusters Score -2.612375e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203166 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -26123760.000000 Penalty: 6073.327148
	Iteration 38Q: 3 clusters Score -2.612376e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203344 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -26123784.000000 Penalty: 6073.327148
	Iteration 39Q: 3 clusters Score -2.612378e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203487 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -26123802.000000 Penalty: 6073.327148
	Iteration 40F: 3 clusters Score -2.61238e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203599 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -26123868.000000 Penalty: 6073.327148
	Iteration 41Q: 3 clusters Score -2.612387e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203699 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -26123864.000000 Penalty: 6073.327148
	Iteration 42Q: 3 clusters Score -2.612386e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203797 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -26123910.000000 Penalty: 6073.327148
	Iteration 43Q: 3 clusters Score -2.612391e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203896 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -26123908.000000 Penalty: 6073.327148
	Iteration 44Q: 3 clusters Score -2.612391e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203984 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -26123938.000000 Penalty: 6073.327148
	Iteration 45Q: 3 clusters Score -2.612394e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204081 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -26123958.000000 Penalty: 6073.327148
	Iteration 46Q: 3 clusters Score -2.612396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204174 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -26123958.000000 Penalty: 6073.327148
	Iteration 47Q: 3 clusters Score -2.612396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204267 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -26123952.000000 Penalty: 6073.327148
	Iteration 48Q: 3 clusters Score -2.612395e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -26123990.000000 Penalty: 6073.327148
	Iteration 49Q: 3 clusters Score -2.612399e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204423 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -26123992.000000 Penalty: 6073.327148
	Iteration 50Q: 3 clusters Score -2.612399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204488 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -26123976.000000 Penalty: 6073.327148
	Iteration 51Q: 3 clusters Score -2.612398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204537 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -26124002.000000 Penalty: 6073.327148
	Iteration 52Q: 3 clusters Score -2.6124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204582 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -26124004.000000 Penalty: 6073.327148
	Iteration 53Q: 3 clusters Score -2.6124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204623 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -26124026.000000 Penalty: 6073.327148
	Iteration 54Q: 3 clusters Score -2.612403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204654 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -26124036.000000 Penalty: 6073.327148
	Iteration 55Q: 3 clusters Score -2.612404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204688 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -26124030.000000 Penalty: 6073.327148
	Iteration 56Q: 3 clusters Score -2.612403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204727 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -26124030.000000 Penalty: 6073.327148
	Iteration 57Q: 3 clusters Score -2.612403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204750 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -26124040.000000 Penalty: 6073.327148
	Iteration 58Q: 3 clusters Score -2.612404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204770 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -26124048.000000 Penalty: 6073.327148
	Iteration 59Q: 3 clusters Score -2.612405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204791 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -26124042.000000 Penalty: 6073.327148
	Iteration 60F: 3 clusters Score -2.612404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204818 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -26124050.000000 Penalty: 6073.327148
	Iteration 61Q: 3 clusters Score -2.612405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204845 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -26124022.000000 Penalty: 6073.327148
	Iteration 62Q: 3 clusters Score -2.612402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204862 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -26124020.000000 Penalty: 6073.327148
	Iteration 63Q: 3 clusters Score -2.612402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204875 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -26124036.000000 Penalty: 6073.327148
	Iteration 64Q: 3 clusters Score -2.612404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204889 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -26124028.000000 Penalty: 6073.327148
	Iteration 65Q: 3 clusters Score -2.612403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204909 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -26124034.000000 Penalty: 6073.327148
	Iteration 66Q: 3 clusters Score -2.612403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204930 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -26124042.000000 Penalty: 6073.327148
	Iteration 67Q: 3 clusters Score -2.612404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204953 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -26124046.000000 Penalty: 6073.327148
	Iteration 68Q: 3 clusters Score -2.612405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204973 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -26124050.000000 Penalty: 6073.327148
	Iteration 69Q: 3 clusters Score -2.612405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204985 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -26124058.000000 Penalty: 6073.327148
	Iteration 70Q: 3 clusters Score -2.612406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205003 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -26124064.000000 Penalty: 6073.327148
	Iteration 71Q: 3 clusters Score -2.612406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205015 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -26124058.000000 Penalty: 6073.327148
	Iteration 72Q: 3 clusters Score -2.612406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26124072.000000 Penalty: 6073.327148
	Iteration 73Q: 3 clusters Score -2.612407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205033 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -26124094.000000 Penalty: 6073.327148
	Iteration 74Q: 3 clusters Score -2.612409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205051 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -26124070.000000 Penalty: 6073.327148
	Iteration 75Q: 3 clusters Score -2.612407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205070 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -26124074.000000 Penalty: 6073.327148
	Iteration 76Q: 3 clusters Score -2.612407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205084 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -26124054.000000 Penalty: 6073.327148
	Iteration 77Q: 3 clusters Score -2.612405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205097 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -26124058.000000 Penalty: 6073.327148
	Iteration 78Q: 3 clusters Score -2.612406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205108 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -26124054.000000 Penalty: 6073.327148
	Iteration 79Q: 3 clusters Score -2.612405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205119 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -26124054.000000 Penalty: 6073.327148
	Iteration 80F: 3 clusters Score -2.612405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -26124074.000000 Penalty: 6073.327148
	Iteration 81Q: 3 clusters Score -2.612407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205137 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -26124078.000000 Penalty: 6073.327148
	Iteration 82Q: 3 clusters Score -2.612408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205142 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -26124094.000000 Penalty: 6073.327148
	Iteration 83Q: 3 clusters Score -2.612409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205147 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -26124088.000000 Penalty: 6073.327148
	Iteration 84Q: 3 clusters Score -2.612409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205148 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -26124078.000000 Penalty: 6073.327148
	Iteration 85Q: 3 clusters Score -2.612408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205148 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -26124078.000000 Penalty: 6073.327148
	Iteration 86F: 3 clusters Score -2.612408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18786.115234 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -18786.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17749.125000 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -17749.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17820.103516 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -17820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17841.593750 Penalty: 2599.906494
	Iteration 2Q: 3 clusters Score -17841.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17853.277344 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -17853.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17870.259766 Penalty: 2599.906494
	Iteration 4Q: 3 clusters Score -17870.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17891.416016 Penalty: 2599.906494
	Iteration 5Q: 3 clusters Score -17891.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17912.515625 Penalty: 2599.906494
	Iteration 6Q: 3 clusters Score -17912.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17928.115234 Penalty: 2599.906494
	Iteration 7Q: 3 clusters Score -17928.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17928.115234 Penalty: 2599.906494
	Iteration 8F: 3 clusters Score -17928.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -658556.250000 Penalty: 2157.768799
	Iteration 0F: 2 clusters Score -658556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -653463.125000 Penalty: 4315.537598
	Iteration 0F: 3 clusters Score -653463.1 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -654891.500000 Penalty: 4315.537598
	Iteration 1F: 3 clusters Score -654891.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -655236.437500 Penalty: 4315.537598
	Iteration 2F: 3 clusters Score -655236.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -655518.250000 Penalty: 4315.537598
	Iteration 3F: 3 clusters Score -655518.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -655757.875000 Penalty: 4315.537598
	Iteration 4F: 3 clusters Score -655757.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -655972.250000 Penalty: 4315.537598
	Iteration 5Q: 3 clusters Score -655972.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -656157.625000 Penalty: 4315.537598
	Iteration 6Q: 3 clusters Score -656157.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -656302.812500 Penalty: 4315.537598
	Iteration 7Q: 3 clusters Score -656302.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -656415.062500 Penalty: 4315.537598
	Iteration 8Q: 3 clusters Score -656415.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -656501.687500 Penalty: 4315.537598
	Iteration 9Q: 3 clusters Score -656501.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -656560.937500 Penalty: 4315.537598
	Iteration 10Q: 3 clusters Score -656560.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -656602.187500 Penalty: 4315.537598
	Iteration 11Q: 3 clusters Score -656602.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -656627.687500 Penalty: 4315.537598
	Iteration 12Q: 3 clusters Score -656627.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -656647.062500 Penalty: 4315.537598
	Iteration 13Q: 3 clusters Score -656647.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -656662.250000 Penalty: 4315.537598
	Iteration 14Q: 3 clusters Score -656662.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -656678.687500 Penalty: 4315.537598
	Iteration 15Q: 3 clusters Score -656678.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -656697.812500 Penalty: 4315.537598
	Iteration 16Q: 3 clusters Score -656697.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -656725.312500 Penalty: 4315.537598
	Iteration 17Q: 3 clusters Score -656725.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -656752.375000 Penalty: 4315.537598
	Iteration 18Q: 3 clusters Score -656752.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -656791.750000 Penalty: 4315.537598
	Iteration 19Q: 3 clusters Score -656791.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -656844.375000 Penalty: 4315.537598
	Iteration 20F: 3 clusters Score -656844.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -656906.750000 Penalty: 4315.537598
	Iteration 21Q: 3 clusters Score -656906.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -656962.312500 Penalty: 4315.537598
	Iteration 22Q: 3 clusters Score -656962.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -657008.625000 Penalty: 4315.537598
	Iteration 23Q: 3 clusters Score -657008.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -657053.687500 Penalty: 4315.537598
	Iteration 24Q: 3 clusters Score -657053.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -657092.062500 Penalty: 4315.537598
	Iteration 25Q: 3 clusters Score -657092.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -657116.312500 Penalty: 4315.537598
	Iteration 26Q: 3 clusters Score -657116.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -657137.750000 Penalty: 4315.537598
	Iteration 27Q: 3 clusters Score -657137.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -657155.375000 Penalty: 4315.537598
	Iteration 28Q: 3 clusters Score -657155.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -657164.812500 Penalty: 4315.537598
	Iteration 29Q: 3 clusters Score -657164.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -657175.312500 Penalty: 4315.537598
	Iteration 30Q: 3 clusters Score -657175.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -657184.375000 Penalty: 4315.537598
	Iteration 31Q: 3 clusters Score -657184.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -657198.000000 Penalty: 4315.537598
	Iteration 32Q: 3 clusters Score -657198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -657209.250000 Penalty: 4315.537598
	Iteration 33Q: 3 clusters Score -657209.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -657217.125000 Penalty: 4315.537598
	Iteration 34Q: 3 clusters Score -657217.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -657232.437500 Penalty: 4315.537598
	Iteration 35Q: 3 clusters Score -657232.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -657240.250000 Penalty: 4315.537598
	Iteration 36Q: 3 clusters Score -657240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -657245.937500 Penalty: 4315.537598
	Iteration 37Q: 3 clusters Score -657245.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -657249.125000 Penalty: 4315.537598
	Iteration 38Q: 3 clusters Score -657249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -657255.750000 Penalty: 4315.537598
	Iteration 39Q: 3 clusters Score -657255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -657259.437500 Penalty: 4315.537598
	Iteration 40F: 3 clusters Score -657259.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -657265.937500 Penalty: 4315.537598
	Iteration 41Q: 3 clusters Score -657265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -657270.312500 Penalty: 4315.537598
	Iteration 42Q: 3 clusters Score -657270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -657275.312500 Penalty: 4315.537598
	Iteration 43Q: 3 clusters Score -657275.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -657278.437500 Penalty: 4315.537598
	Iteration 44Q: 3 clusters Score -657278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -657280.062500 Penalty: 4315.537598
	Iteration 45Q: 3 clusters Score -657280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -657282.312500 Penalty: 4315.537598
	Iteration 46Q: 3 clusters Score -657282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -657282.812500 Penalty: 4315.537598
	Iteration 47Q: 3 clusters Score -657282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -657283.375000 Penalty: 4315.537598
	Iteration 48Q: 3 clusters Score -657283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -657284.812500 Penalty: 4315.537598
	Iteration 49Q: 3 clusters Score -657284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -657284.812500 Penalty: 4315.537598
	Iteration 50F: 3 clusters Score -657284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -252334.312500 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -252334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249522.390625 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -249522.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -250185.593750 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -250185.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -250534.953125 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -250535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -250956.609375 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -250956.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -251266.375000 Penalty: 3836.558105
	Iteration 4F: 3 clusters Score -251266.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251439.546875 Penalty: 3836.558105
	Iteration 5F: 3 clusters Score -251439.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251576.078125 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -251576.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251665.515625 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -251665.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -251756.406250 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -251756.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251828.546875 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -251828.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -251883.125000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -251883.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -251922.406250 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -251922.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -251973.328125 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -251973.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -252043.859375 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -252043.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -252108.937500 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -252108.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -252185.593750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -252185.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -252290.796875 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -252290.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -252414.875000 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -252414.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -252569.953125 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -252570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -252777.734375 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -252777.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -252993.359375 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -252993.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -253160.062500 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -253160.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -253286.578125 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -253286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -253375.437500 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -253375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -253392.234375 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -253392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -253396.656250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -253396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -253401.437500 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -253401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -253401.437500 Penalty: 3836.558105
	Iteration 27F: 3 clusters Score -253401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2052 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 235 members 
Entering Unmasked Estep 
Score: -142005152.000000 Penalty: 166335.640625
Splitting cluster 43 changes total score from -142005712.000000 to -142005152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -845763.250000 Penalty: 2208.617676
	Iteration 0F: 2 clusters Score -845763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -839735.000000 Penalty: 4417.235352
	Iteration 0F: 3 clusters Score -839735 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -841435.687500 Penalty: 4417.235352
	Iteration 1F: 3 clusters Score -841435.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -841744.750000 Penalty: 4417.235352
	Iteration 2F: 3 clusters Score -841744.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -841954.875000 Penalty: 4417.235352
	Iteration 3F: 3 clusters Score -841954.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -842152.187500 Penalty: 4417.235352
	Iteration 4Q: 3 clusters Score -842152.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -842320.500000 Penalty: 4417.235352
	Iteration 5Q: 3 clusters Score -842320.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -842435.312500 Penalty: 4417.235352
	Iteration 6Q: 3 clusters Score -842435.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -842519.875000 Penalty: 4417.235352
	Iteration 7Q: 3 clusters Score -842519.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -842610.250000 Penalty: 4417.235352
	Iteration 8Q: 3 clusters Score -842610.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -842702.312500 Penalty: 4417.235352
	Iteration 9Q: 3 clusters Score -842702.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -842785.562500 Penalty: 4417.235352
	Iteration 10Q: 3 clusters Score -842785.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -842867.375000 Penalty: 4417.235352
	Iteration 11Q: 3 clusters Score -842867.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -842945.125000 Penalty: 4417.235352
	Iteration 12Q: 3 clusters Score -842945.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -843024.937500 Penalty: 4417.235352
	Iteration 13Q: 3 clusters Score -843024.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -843098.937500 Penalty: 4417.235352
	Iteration 14Q: 3 clusters Score -843098.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -843188.187500 Penalty: 4417.235352
	Iteration 15Q: 3 clusters Score -843188.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -843308.750000 Penalty: 4417.235352
	Iteration 16Q: 3 clusters Score -843308.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -843407.187500 Penalty: 4417.235352
	Iteration 17Q: 3 clusters Score -843407.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -843501.625000 Penalty: 4417.235352
	Iteration 18Q: 3 clusters Score -843501.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -843573.875000 Penalty: 4417.235352
	Iteration 19Q: 3 clusters Score -843573.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -843632.937500 Penalty: 4417.235352
	Iteration 20F: 3 clusters Score -843632.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -843705.375000 Penalty: 4417.235352
	Iteration 21Q: 3 clusters Score -843705.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -843754.937500 Penalty: 4417.235352
	Iteration 22Q: 3 clusters Score -843754.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -843800.687500 Penalty: 4417.235352
	Iteration 23Q: 3 clusters Score -843800.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -843847.562500 Penalty: 4417.235352
	Iteration 24Q: 3 clusters Score -843847.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -843896.750000 Penalty: 4417.235352
	Iteration 25Q: 3 clusters Score -843896.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -843937.000000 Penalty: 4417.235352
	Iteration 26Q: 3 clusters Score -843937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -843967.187500 Penalty: 4417.235352
	Iteration 27Q: 3 clusters Score -843967.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -843990.687500 Penalty: 4417.235352
	Iteration 28Q: 3 clusters Score -843990.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -844009.312500 Penalty: 4417.235352
	Iteration 29Q: 3 clusters Score -844009.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -844020.187500 Penalty: 4417.235352
	Iteration 30Q: 3 clusters Score -844020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -844028.750000 Penalty: 4417.235352
	Iteration 31Q: 3 clusters Score -844028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -844039.375000 Penalty: 4417.235352
	Iteration 32Q: 3 clusters Score -844039.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -844054.750000 Penalty: 4417.235352
	Iteration 33Q: 3 clusters Score -844054.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -844067.750000 Penalty: 4417.235352
	Iteration 34Q: 3 clusters Score -844067.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -844079.312500 Penalty: 4417.235352
	Iteration 35Q: 3 clusters Score -844079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -844082.500000 Penalty: 4417.235352
	Iteration 36Q: 3 clusters Score -844082.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -844090.312500 Penalty: 4417.235352
	Iteration 37Q: 3 clusters Score -844090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -844095.750000 Penalty: 4417.235352
	Iteration 38Q: 3 clusters Score -844095.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -844105.062500 Penalty: 4417.235352
	Iteration 39Q: 3 clusters Score -844105.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -844115.437500 Penalty: 4417.235352
	Iteration 40F: 3 clusters Score -844115.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -844121.500000 Penalty: 4417.235352
	Iteration 41Q: 3 clusters Score -844121.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -844132.062500 Penalty: 4417.235352
	Iteration 42Q: 3 clusters Score -844132.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -844142.062500 Penalty: 4417.235352
	Iteration 43Q: 3 clusters Score -844142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -844149.750000 Penalty: 4417.235352
	Iteration 44Q: 3 clusters Score -844149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -844163.937500 Penalty: 4417.235352
	Iteration 45Q: 3 clusters Score -844163.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -844176.750000 Penalty: 4417.235352
	Iteration 46Q: 3 clusters Score -844176.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -844189.000000 Penalty: 4417.235352
	Iteration 47Q: 3 clusters Score -844189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -844202.125000 Penalty: 4417.235352
	Iteration 48Q: 3 clusters Score -844202.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -844214.000000 Penalty: 4417.235352
	Iteration 49Q: 3 clusters Score -844214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -844225.250000 Penalty: 4417.235352
	Iteration 50Q: 3 clusters Score -844225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -844234.687500 Penalty: 4417.235352
	Iteration 51Q: 3 clusters Score -844234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -844240.687500 Penalty: 4417.235352
	Iteration 52Q: 3 clusters Score -844240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -844241.687500 Penalty: 4417.235352
	Iteration 53Q: 3 clusters Score -844241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -844243.625000 Penalty: 4417.235352
	Iteration 54Q: 3 clusters Score -844243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -844243.000000 Penalty: 4417.235352
	Iteration 55Q: 3 clusters Score -844243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -844246.125000 Penalty: 4417.235352
	Iteration 56Q: 3 clusters Score -844246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -844249.750000 Penalty: 4417.235352
	Iteration 57Q: 3 clusters Score -844249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -844250.375000 Penalty: 4417.235352
	Iteration 58Q: 3 clusters Score -844250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -844253.125000 Penalty: 4417.235352
	Iteration 59Q: 3 clusters Score -844253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -844255.312500 Penalty: 4417.235352
	Iteration 60F: 3 clusters Score -844255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14840.231445 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14840.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14976.360352 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -14976.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15027.209961 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15027.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15037.825195 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15037.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15043.244141 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15043.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15043.244141 Penalty: 2610.294189
	Iteration 5F: 3 clusters Score -15043.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -197819.062500 Penalty: 1838.215820
	Iteration 0F: 2 clusters Score -197819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195403.781250 Penalty: 3676.431641
	Iteration 0F: 3 clusters Score -195403.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195813.078125 Penalty: 3676.431641
	Iteration 1F: 3 clusters Score -195813.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195960.125000 Penalty: 3676.431641
	Iteration 2F: 3 clusters Score -195960.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -196023.968750 Penalty: 3676.431641
	Iteration 3Q: 3 clusters Score -196024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -196064.671875 Penalty: 3676.431641
	Iteration 4Q: 3 clusters Score -196064.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -196086.890625 Penalty: 3676.431641
	Iteration 5Q: 3 clusters Score -196086.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196102.312500 Penalty: 3676.431641
	Iteration 6Q: 3 clusters Score -196102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -196113.140625 Penalty: 3676.431641
	Iteration 7Q: 3 clusters Score -196113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -196119.375000 Penalty: 3676.431641
	Iteration 8Q: 3 clusters Score -196119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196128.500000 Penalty: 3676.431641
	Iteration 9Q: 3 clusters Score -196128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -196135.000000 Penalty: 3676.431641
	Iteration 10Q: 3 clusters Score -196135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196138.906250 Penalty: 3676.431641
	Iteration 11Q: 3 clusters Score -196138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196142.343750 Penalty: 3676.431641
	Iteration 12Q: 3 clusters Score -196142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196146.093750 Penalty: 3676.431641
	Iteration 13Q: 3 clusters Score -196146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196151.156250 Penalty: 3676.431641
	Iteration 14Q: 3 clusters Score -196151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196154.328125 Penalty: 3676.431641
	Iteration 15Q: 3 clusters Score -196154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196157.406250 Penalty: 3676.431641
	Iteration 16Q: 3 clusters Score -196157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196162.109375 Penalty: 3676.431641
	Iteration 17Q: 3 clusters Score -196162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196163.531250 Penalty: 3676.431641
	Iteration 18Q: 3 clusters Score -196163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196165.078125 Penalty: 3676.431641
	Iteration 19Q: 3 clusters Score -196165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196165.078125 Penalty: 3676.431641
	Iteration 20F: 3 clusters Score -196165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 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 229 members 
Entering Unmasked Estep 
Score: -49920.292969 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49920.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50094.949219 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50094.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50157.714844 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50157.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50178.296875 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50201.222656 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50201.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50232.132812 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50232.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50252.179688 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50252.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50267.730469 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50267.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50277.382812 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -50277.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50297.898438 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -50297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50327.335938 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -50327.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50379.148438 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -50379.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50434.285156 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -50434.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50489.812500 Penalty: 3052.809570
	Iteration 13Q: 3 clusters Score -50489.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50553.238281 Penalty: 3052.809570
	Iteration 14Q: 3 clusters Score -50553.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50668.871094 Penalty: 3052.809570
	Iteration 15Q: 3 clusters Score -50668.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50702.656250 Penalty: 3052.809570
	Iteration 16Q: 3 clusters Score -50702.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50719.875000 Penalty: 3052.809570
	Iteration 17Q: 3 clusters Score -50719.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50735.863281 Penalty: 3052.809570
	Iteration 18Q: 3 clusters Score -50735.86 nChanged 4
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: -50762.585938 Penalty: 3052.809570
	Iteration 19Q: 3 clusters Score -50762.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50802.988281 Penalty: 3052.809570
	Iteration 20F: 3 clusters Score -50802.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50882.417969 Penalty: 3052.809570
	Iteration 21Q: 3 clusters Score -50882.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50952.140625 Penalty: 3052.809570
	Iteration 22Q: 3 clusters Score -50952.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51043.226562 Penalty: 3052.809570
	Iteration 23Q: 3 clusters Score -51043.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51068.789062 Penalty: 3052.809570
	Iteration 24Q: 3 clusters Score -51068.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51093.292969 Penalty: 3052.809570
	Iteration 25Q: 3 clusters Score -51093.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51108.578125 Penalty: 3052.809570
	Iteration 26Q: 3 clusters Score -51108.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51140.636719 Penalty: 3052.809570
	Iteration 27Q: 3 clusters Score -51140.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51177.062500 Penalty: 3052.809570
	Iteration 28Q: 3 clusters Score -51177.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51177.062500 Penalty: 3052.809570
	Iteration 29F: 3 clusters Score -51177.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54061 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 37440 members 
Mstep: Class 8 contains 137950 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24891 members 
Mstep: Class 19 contains 193592 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35228 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40366 members 
Mstep: Class 25 contains 1635 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 17013 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8650 members 
Mstep: Class 35 contains 5522 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7045 members 
Mstep: Class 40 contains 207858 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6007 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7374 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005536.000000 Penalty: 162870.312500
Iteration 159Q: 48 clusters Score -1.420055e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54027 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37553 members 
Mstep: Class 8 contains 137725 members 
Mstep: Class 9 contains 28641 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24910 members 
Mstep: Class 19 contains 194157 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 148744 members 
Mstep: Class 22 contains 35191 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40352 members 
Mstep: Class 25 contains 1638 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5615 members 
Mstep: Class 31 contains 5413 members 
Mstep: Class 32 contains 17033 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8639 members 
Mstep: Class 35 contains 5534 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 207512 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6009 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7366 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005712.000000 Penalty: 162870.312500
Iteration 160F: 48 clusters Score -1.420057e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53998 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37670 members 
Mstep: Class 8 contains 137513 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 36452 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24932 members 
Mstep: Class 19 contains 194650 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148740 members 
Mstep: Class 22 contains 35154 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40343 members 
Mstep: Class 25 contains 1641 members 
Mstep: Class 26 contains 20230 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11066 members 
Mstep: Class 29 contains 12954 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 5417 members 
Mstep: Class 32 contains 17042 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8633 members 
Mstep: Class 35 contains 5536 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7044 members 
Mstep: Class 40 contains 207195 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6019 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7361 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005696.000000 Penalty: 162870.312500
Iteration 161Q: 48 clusters Score -1.420057e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53956 members 
Mstep: Class 3 contains 6744 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 37767 members 
Mstep: Class 8 contains 137326 members 
Mstep: Class 9 contains 28641 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40397 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 36454 members 
Mstep: Class 15 contains 11553 members 
Mstep: Class 16 contains 4423 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24949 members 
Mstep: Class 19 contains 195138 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 35116 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40324 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 20233 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11067 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 5587 members 
Mstep: Class 31 contains 5417 members 
Mstep: Class 32 contains 17060 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8623 members 
Mstep: Class 35 contains 5548 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7044 members 
Mstep: Class 40 contains 206906 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6025 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7361 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006048.000000 Penalty: 162870.312500
Iteration 162Q: 48 clusters Score -1.42006e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53929 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37851 members 
Mstep: Class 8 contains 137119 members 
Mstep: Class 9 contains 28636 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40396 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 11507 members 
Mstep: Class 16 contains 4427 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24966 members 
Mstep: Class 19 contains 195636 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 148758 members 
Mstep: Class 22 contains 35065 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40307 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11066 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 5419 members 
Mstep: Class 32 contains 17076 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8618 members 
Mstep: Class 35 contains 5557 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7044 members 
Mstep: Class 40 contains 206651 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6032 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7353 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006080.000000 Penalty: 162870.312500
Iteration 163Q: 48 clusters Score -1.420061e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53915 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 37949 members 
Mstep: Class 8 contains 136939 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40386 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 36459 members 
Mstep: Class 15 contains 11461 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 24986 members 
Mstep: Class 19 contains 196125 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 148765 members 
Mstep: Class 22 contains 35030 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40286 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 20221 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 5420 members 
Mstep: Class 32 contains 17089 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8613 members 
Mstep: Class 35 contains 5560 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 206343 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6042 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7357 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005952.000000 Penalty: 162870.312500
Iteration 164Q: 48 clusters Score -1.42006e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53897 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 38049 members 
Mstep: Class 8 contains 136780 members 
Mstep: Class 9 contains 28625 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40375 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 36459 members 
Mstep: Class 15 contains 11409 members 
Mstep: Class 16 contains 4444 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25016 members 
Mstep: Class 19 contains 196603 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 148749 members 
Mstep: Class 22 contains 34992 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40268 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 20209 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11067 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 5525 members 
Mstep: Class 31 contains 5422 members 
Mstep: Class 32 contains 17108 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8611 members 
Mstep: Class 35 contains 5564 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 206043 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6050 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7362 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005904.000000 Penalty: 162870.312500
Iteration 165Q: 48 clusters Score -1.420059e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53877 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 38143 members 
Mstep: Class 8 contains 136626 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40369 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 36462 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25045 members 
Mstep: Class 19 contains 197092 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148741 members 
Mstep: Class 22 contains 34959 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40256 members 
Mstep: Class 25 contains 1659 members 
Mstep: Class 26 contains 20203 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11067 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 5514 members 
Mstep: Class 31 contains 5424 members 
Mstep: Class 32 contains 17108 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8609 members 
Mstep: Class 35 contains 5573 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7041 members 
Mstep: Class 40 contains 205701 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6064 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7367 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005872.000000 Penalty: 162870.312500
Iteration 166Q: 48 clusters Score -1.420059e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53857 members 
Mstep: Class 3 contains 6725 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 38230 members 
Mstep: Class 8 contains 136444 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40354 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 36465 members 
Mstep: Class 15 contains 11298 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25066 members 
Mstep: Class 19 contains 197610 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148732 members 
Mstep: Class 22 contains 34948 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40246 members 
Mstep: Class 25 contains 1665 members 
Mstep: Class 26 contains 20188 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11069 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 5506 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 17108 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8601 members 
Mstep: Class 35 contains 5573 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7040 members 
Mstep: Class 40 contains 205385 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6075 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7368 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005648.000000 Penalty: 162870.312500
Iteration 167Q: 48 clusters Score -1.420056e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53851 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 38318 members 
Mstep: Class 8 contains 136263 members 
Mstep: Class 9 contains 28610 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40346 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 36467 members 
Mstep: Class 15 contains 11245 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25090 members 
Mstep: Class 19 contains 198078 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 148722 members 
Mstep: Class 22 contains 34931 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40234 members 
Mstep: Class 25 contains 1667 members 
Mstep: Class 26 contains 20186 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 5498 members 
Mstep: Class 31 contains 5428 members 
Mstep: Class 32 contains 17122 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8596 members 
Mstep: Class 35 contains 5578 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7039 members 
Mstep: Class 40 contains 205078 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6080 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7372 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005904.000000 Penalty: 162870.312500
Iteration 168Q: 48 clusters Score -1.420059e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53824 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 38381 members 
Mstep: Class 8 contains 136102 members 
Mstep: Class 9 contains 28602 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40338 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 36466 members 
Mstep: Class 15 contains 11204 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25120 members 
Mstep: Class 19 contains 198583 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 148728 members 
Mstep: Class 22 contains 34908 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40210 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 20183 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 12952 members 
Mstep: Class 30 contains 5488 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 17129 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8591 members 
Mstep: Class 35 contains 5586 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7040 members 
Mstep: Class 40 contains 204739 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6086 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7369 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006176.000000 Penalty: 162870.312500
Iteration 169Q: 48 clusters Score -1.420062e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53810 members 
Mstep: Class 3 contains 6718 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 38455 members 
Mstep: Class 8 contains 135929 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 36460 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 4478 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25150 members 
Mstep: Class 19 contains 199092 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 148729 members 
Mstep: Class 22 contains 34882 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40188 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 20174 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11066 members 
Mstep: Class 29 contains 12954 members 
Mstep: Class 30 contains 5477 members 
Mstep: Class 31 contains 5437 members 
Mstep: Class 32 contains 17148 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8588 members 
Mstep: Class 35 contains 5594 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7039 members 
Mstep: Class 40 contains 204387 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6096 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7365 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006032.000000 Penalty: 162870.312500
Iteration 170Q: 48 clusters Score -1.42006e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53789 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 38532 members 
Mstep: Class 8 contains 135746 members 
Mstep: Class 9 contains 28592 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40327 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 36458 members 
Mstep: Class 15 contains 11149 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 25199 members 
Mstep: Class 19 contains 199627 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148721 members 
Mstep: Class 22 contains 34861 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40179 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 20162 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11063 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5466 members 
Mstep: Class 31 contains 5437 members 
Mstep: Class 32 contains 17160 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8585 members 
Mstep: Class 35 contains 5598 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7038 members 
Mstep: Class 40 contains 203987 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6114 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7354 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006320.000000 Penalty: 162870.312500
Iteration 171Q: 48 clusters Score -1.420063e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53758 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 38611 members 
Mstep: Class 8 contains 135581 members 
Mstep: Class 9 contains 28587 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40323 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25241 members 
Mstep: Class 19 contains 200182 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148725 members 
Mstep: Class 22 contains 34830 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40162 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 20153 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11062 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 5437 members 
Mstep: Class 32 contains 17173 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8582 members 
Mstep: Class 35 contains 5609 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7037 members 
Mstep: Class 40 contains 203566 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6127 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 7364 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006048.000000 Penalty: 162870.312500
Iteration 172Q: 48 clusters Score -1.42006e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53750 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 38662 members 
Mstep: Class 8 contains 135433 members 
Mstep: Class 9 contains 28586 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40310 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 11077 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 200720 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148721 members 
Mstep: Class 22 contains 34791 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40145 members 
Mstep: Class 25 contains 1724 members 
Mstep: Class 26 contains 20145 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11067 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5455 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 17177 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8578 members 
Mstep: Class 35 contains 5625 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7037 members 
Mstep: Class 40 contains 203162 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6137 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 7370 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006032.000000 Penalty: 162870.312500
Iteration 173Q: 48 clusters Score -1.42006e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53736 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 38717 members 
Mstep: Class 8 contains 135291 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40308 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14534 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 4512 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25302 members 
Mstep: Class 19 contains 201240 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 148714 members 
Mstep: Class 22 contains 34753 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40135 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 20137 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11064 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5443 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 17186 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8576 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7036 members 
Mstep: Class 40 contains 202778 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7373 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006032.000000 Penalty: 162870.312500
Iteration 174Q: 48 clusters Score -1.42006e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 38763 members 
Mstep: Class 8 contains 135172 members 
Mstep: Class 9 contains 28574 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40302 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 11012 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25329 members 
Mstep: Class 19 contains 201727 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 148715 members 
Mstep: Class 22 contains 34715 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40124 members 
Mstep: Class 25 contains 1746 members 
Mstep: Class 26 contains 20127 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 17188 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8569 members 
Mstep: Class 35 contains 5645 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7035 members 
Mstep: Class 40 contains 202436 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6157 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 7380 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006144.000000 Penalty: 162870.312500
Iteration 175Q: 48 clusters Score -1.420061e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53700 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 38821 members 
Mstep: Class 8 contains 135065 members 
Mstep: Class 9 contains 28571 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40292 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 36425 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 4531 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25346 members 
Mstep: Class 19 contains 202182 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148717 members 
Mstep: Class 22 contains 34680 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40119 members 
Mstep: Class 25 contains 1756 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 17193 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8566 members 
Mstep: Class 35 contains 5650 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7036 members 
Mstep: Class 40 contains 202114 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6166 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006112.000000 Penalty: 162870.312500
Iteration 176Q: 48 clusters Score -1.420061e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53673 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 38884 members 
Mstep: Class 8 contains 134963 members 
Mstep: Class 9 contains 28570 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40285 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 36419 members 
Mstep: Class 15 contains 10938 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25359 members 
Mstep: Class 19 contains 202642 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 148713 members 
Mstep: Class 22 contains 34635 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40109 members 
Mstep: Class 25 contains 1763 members 
Mstep: Class 26 contains 20109 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5393 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8564 members 
Mstep: Class 35 contains 5652 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7034 members 
Mstep: Class 40 contains 201804 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6170 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7386 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006192.000000 Penalty: 162870.312500
Iteration 177Q: 48 clusters Score -1.420062e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53640 members 
Mstep: Class 3 contains 6708 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 38955 members 
Mstep: Class 8 contains 134864 members 
Mstep: Class 9 contains 28569 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40272 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 10918 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 203105 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 148699 members 
Mstep: Class 22 contains 34598 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40102 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 20098 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11073 members 
Mstep: Class 29 contains 12955 members 
Mstep: Class 30 contains 5376 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 17216 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8562 members 
Mstep: Class 35 contains 5654 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7033 members 
Mstep: Class 40 contains 201486 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 6180 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7383 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1650 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006256.000000 Penalty: 162870.312500
Iteration 178Q: 48 clusters Score -1.420063e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53614 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 39021 members 
Mstep: Class 8 contains 134747 members 
Mstep: Class 9 contains 28566 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40267 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 36418 members 
Mstep: Class 15 contains 10890 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25388 members 
Mstep: Class 19 contains 203553 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 148691 members 
Mstep: Class 22 contains 34554 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40086 members 
Mstep: Class 25 contains 1771 members 
Mstep: Class 26 contains 20084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5361 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 17223 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8556 members 
Mstep: Class 35 contains 5660 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7032 members 
Mstep: Class 40 contains 201187 members 
Mstep: Class 41 contains 190 members 
Mstep: Class 42 contains 6190 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7390 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006288.000000 Penalty: 162870.312500
Iteration 179Q: 48 clusters Score -1.420063e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 39103 members 
Mstep: Class 8 contains 134662 members 
Mstep: Class 9 contains 28563 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 36410 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25404 members 
Mstep: Class 19 contains 203983 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 148674 members 
Mstep: Class 22 contains 34521 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40073 members 
Mstep: Class 25 contains 1775 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 5342 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 17243 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8549 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7032 members 
Mstep: Class 40 contains 200853 members 
Mstep: Class 41 contains 190 members 
Mstep: Class 42 contains 6202 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7394 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006512.000000 Penalty: 162870.312500
Iteration 180F: 48 clusters Score -1.420065e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53589 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 39153 members 
Mstep: Class 8 contains 134577 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40252 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10842 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25422 members 
Mstep: Class 19 contains 204441 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 148665 members 
Mstep: Class 22 contains 34489 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40063 members 
Mstep: Class 25 contains 1790 members 
Mstep: Class 26 contains 20052 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11072 members 
Mstep: Class 29 contains 12955 members 
Mstep: Class 30 contains 5323 members 
Mstep: Class 31 contains 5439 members 
Mstep: Class 32 contains 17262 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8543 members 
Mstep: Class 35 contains 5669 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7031 members 
Mstep: Class 40 contains 200490 members 
Mstep: Class 41 contains 190 members 
Mstep: Class 42 contains 6213 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1646 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006528.000000 Penalty: 162870.312500
Iteration 181Q: 48 clusters Score -1.420065e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53579 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6343 members 
Mstep: Class 7 contains 39226 members 
Mstep: Class 8 contains 134510 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 36409 members 
Mstep: Class 15 contains 10825 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25445 members 
Mstep: Class 19 contains 204848 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 148655 members 
Mstep: Class 22 contains 34459 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40046 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11072 members 
Mstep: Class 29 contains 12954 members 
Mstep: Class 30 contains 5302 members 
Mstep: Class 31 contains 5438 members 
Mstep: Class 32 contains 17273 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8534 members 
Mstep: Class 35 contains 5672 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7031 members 
Mstep: Class 40 contains 200125 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 6223 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006688.000000 Penalty: 162870.312500
Iteration 182Q: 48 clusters Score -1.420067e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53566 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 39293 members 
Mstep: Class 8 contains 134423 members 
Mstep: Class 9 contains 28555 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40255 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 36407 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25460 members 
Mstep: Class 19 contains 205294 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148646 members 
Mstep: Class 22 contains 34442 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40034 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 20023 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5285 members 
Mstep: Class 31 contains 5441 members 
Mstep: Class 32 contains 17283 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 8521 members 
Mstep: Class 35 contains 5673 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 199756 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 6231 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7408 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006768.000000 Penalty: 162870.312500
Iteration 183Q: 48 clusters Score -1.420068e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53544 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39358 members 
Mstep: Class 8 contains 134319 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40253 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 36404 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25475 members 
Mstep: Class 19 contains 205797 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148640 members 
Mstep: Class 22 contains 34422 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40024 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 20011 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11077 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 5269 members 
Mstep: Class 31 contains 5442 members 
Mstep: Class 32 contains 17299 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 8506 members 
Mstep: Class 35 contains 5673 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 199367 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 6231 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7410 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006800.000000 Penalty: 162870.312500
Iteration 184Q: 48 clusters Score -1.420068e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53531 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39416 members 
Mstep: Class 8 contains 134204 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25486 members 
Mstep: Class 19 contains 206278 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 148639 members 
Mstep: Class 22 contains 34396 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40014 members 
Mstep: Class 25 contains 1832 members 
Mstep: Class 26 contains 20003 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 17305 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8494 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 198998 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 6236 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7417 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006672.000000 Penalty: 162870.312500
Iteration 185Q: 48 clusters Score -1.420067e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53512 members 
Mstep: Class 3 contains 6703 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39479 members 
Mstep: Class 8 contains 134093 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40245 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 36396 members 
Mstep: Class 15 contains 10768 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25505 members 
Mstep: Class 19 contains 206755 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148619 members 
Mstep: Class 22 contains 34384 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 40010 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 20003 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5237 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 17315 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8487 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 198606 members 
Mstep: Class 41 contains 192 members 
Mstep: Class 42 contains 6238 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7420 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006720.000000 Penalty: 162870.312500
Iteration 186Q: 48 clusters Score -1.420067e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53500 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39558 members 
Mstep: Class 8 contains 133984 members 
Mstep: Class 9 contains 28549 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40248 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 10754 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25525 members 
Mstep: Class 19 contains 207211 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148605 members 
Mstep: Class 22 contains 34379 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39998 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 19995 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11078 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5223 members 
Mstep: Class 31 contains 5449 members 
Mstep: Class 32 contains 17332 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8488 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 198203 members 
Mstep: Class 41 contains 193 members 
Mstep: Class 42 contains 6242 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7424 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006864.000000 Penalty: 162870.312500
Iteration 187Q: 48 clusters Score -1.420069e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53485 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39647 members 
Mstep: Class 8 contains 133911 members 
Mstep: Class 9 contains 28547 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40248 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 36385 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25553 members 
Mstep: Class 19 contains 207639 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148594 members 
Mstep: Class 22 contains 34369 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39992 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 19995 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5211 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 17346 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8485 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7029 members 
Mstep: Class 40 contains 197771 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6243 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7432 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006752.000000 Penalty: 162870.312500
Iteration 188Q: 48 clusters Score -1.420068e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53463 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 39723 members 
Mstep: Class 8 contains 133833 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40245 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 36392 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25577 members 
Mstep: Class 19 contains 208079 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148590 members 
Mstep: Class 22 contains 34364 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39985 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 20000 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11087 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 5201 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 17359 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8482 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7029 members 
Mstep: Class 40 contains 197330 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6246 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7428 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007088.000000 Penalty: 162870.312500
Iteration 189Q: 48 clusters Score -1.420071e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53445 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 39801 members 
Mstep: Class 8 contains 133742 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40245 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 36388 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 208525 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148594 members 
Mstep: Class 22 contains 34358 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39982 members 
Mstep: Class 25 contains 1872 members 
Mstep: Class 26 contains 20001 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5187 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 17366 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8477 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 196900 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6250 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7430 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007152.000000 Penalty: 162870.312500
Iteration 190Q: 48 clusters Score -1.420072e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53421 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39872 members 
Mstep: Class 8 contains 133660 members 
Mstep: Class 9 contains 28549 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40247 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 10705 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25619 members 
Mstep: Class 19 contains 208992 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148593 members 
Mstep: Class 22 contains 34347 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39977 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 19997 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12958 members 
Mstep: Class 30 contains 5172 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 17373 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8474 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 196471 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6250 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7429 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007296.000000 Penalty: 162870.312500
Iteration 191Q: 48 clusters Score -1.420073e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53389 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 39943 members 
Mstep: Class 8 contains 133577 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 209486 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148594 members 
Mstep: Class 22 contains 34327 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39970 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 19985 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 5450 members 
Mstep: Class 32 contains 17385 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8472 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7029 members 
Mstep: Class 40 contains 196043 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6254 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7427 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 162870.312500
Iteration 192Q: 48 clusters Score -1.420074e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53352 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 40009 members 
Mstep: Class 8 contains 133498 members 
Mstep: Class 9 contains 28550 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40253 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14558 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 10681 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 209965 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148582 members 
Mstep: Class 22 contains 34306 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39965 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5142 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8474 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 195620 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6257 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7430 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007536.000000 Penalty: 162870.312500
Iteration 193Q: 48 clusters Score -1.420075e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53330 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 40096 members 
Mstep: Class 8 contains 133406 members 
Mstep: Class 9 contains 28555 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40253 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14559 members 
Mstep: Class 14 contains 36398 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 4652 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 210382 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148587 members 
Mstep: Class 22 contains 34286 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39965 members 
Mstep: Class 25 contains 1911 members 
Mstep: Class 26 contains 19965 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12961 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 17398 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8471 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 195241 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6260 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7425 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 162870.312500
Iteration 194Q: 48 clusters Score -1.420073e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53299 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 40197 members 
Mstep: Class 8 contains 133328 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 36402 members 
Mstep: Class 15 contains 10653 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 210795 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148590 members 
Mstep: Class 22 contains 34267 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39963 members 
Mstep: Class 25 contains 1908 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5118 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 17404 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8465 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 194859 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6268 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7428 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007568.000000 Penalty: 162870.312500
Iteration 195Q: 48 clusters Score -1.420076e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53253 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 40293 members 
Mstep: Class 8 contains 133224 members 
Mstep: Class 9 contains 28553 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40255 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 36404 members 
Mstep: Class 15 contains 10641 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 211237 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148604 members 
Mstep: Class 22 contains 34254 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39959 members 
Mstep: Class 25 contains 1907 members 
Mstep: Class 26 contains 19963 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 5109 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 17404 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8461 members 
Mstep: Class 35 contains 5692 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 194472 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6274 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7431 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 162870.312500
Iteration 196Q: 48 clusters Score -1.420077e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53222 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 40374 members 
Mstep: Class 8 contains 133127 members 
Mstep: Class 9 contains 28553 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40257 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10622 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25722 members 
Mstep: Class 19 contains 211716 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148614 members 
Mstep: Class 22 contains 34243 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 1911 members 
Mstep: Class 26 contains 19959 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12962 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 17403 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8455 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 194042 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6279 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 162870.312500
Iteration 197Q: 48 clusters Score -1.420077e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53190 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 40440 members 
Mstep: Class 8 contains 133018 members 
Mstep: Class 9 contains 28551 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40255 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10614 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25747 members 
Mstep: Class 19 contains 212209 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148625 members 
Mstep: Class 22 contains 34235 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 39958 members 
Mstep: Class 25 contains 1914 members 
Mstep: Class 26 contains 19953 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11089 members 
Mstep: Class 29 contains 12964 members 
Mstep: Class 30 contains 5091 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 17400 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8446 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193626 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6280 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7439 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007776.000000 Penalty: 162870.312500
Iteration 198Q: 48 clusters Score -1.420078e+08 nChanged 957
Entering ConstructFrom: 
Score: -142007776.000000 Penalty: 162870.312500
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81718.742188 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81718.74 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82258.867188 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82258.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82637.398438 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -82637.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83028.226562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -83028.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -83461.187500 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -83461.19 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83918.375000 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83918.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -84424.296875 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -84424.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -84796.250000 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -84796.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -84931.687500 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -84931.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -84934.757812 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -84934.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -84942.882812 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -84942.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -84945.453125 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -84945.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -84962.906250 Penalty: 3342.123535
	Iteration 12F: 3 clusters Score -84962.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -84992.226562 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -84992.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -84994.429688 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -84994.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -84994.429688 Penalty: 3342.123535
	Iteration 15F: 3 clusters Score -84994.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 40508 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 706 members 
Entering Unmasked Estep 
Score: -142007728.000000 Penalty: 166335.640625
Splitting cluster 1 changes total score from -142007776.000000 to -142007728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Entering Unmasked Estep 
Score: -6738233.000000 Penalty: 2698.545166
	Iteration 0F: 2 clusters Score -6738233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -6702615.000000 Penalty: 5397.090332
	Iteration 0F: 3 clusters Score -6702615 nChanged 24533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6716135.000000 Penalty: 5397.090332
	Iteration 1F: 3 clusters Score -6716135 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6716693.500000 Penalty: 5397.090332
	Iteration 2Q: 3 clusters Score -6716694 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6717412.500000 Penalty: 5397.090332
	Iteration 3Q: 3 clusters Score -6717412 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6718263.000000 Penalty: 5397.090332
	Iteration 4Q: 3 clusters Score -6718263 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -6719506.500000 Penalty: 5397.090332
	Iteration 5F: 3 clusters Score -6719506 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6721573.500000 Penalty: 5397.090332
	Iteration 6F: 3 clusters Score -6721574 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -6724685.000000 Penalty: 5397.090332
	Iteration 7F: 3 clusters Score -6724685 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6728464.000000 Penalty: 5397.090332
	Iteration 8F: 3 clusters Score -6728464 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6732000.500000 Penalty: 5397.090332
	Iteration 9F: 3 clusters Score -6732000 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6734206.500000 Penalty: 5397.090332
	Iteration 10Q: 3 clusters Score -6734206 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6735229.500000 Penalty: 5397.090332
	Iteration 11Q: 3 clusters Score -6735230 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6735647.000000 Penalty: 5397.090332
	Iteration 12Q: 3 clusters Score -6735647 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6735838.500000 Penalty: 5397.090332
	Iteration 13Q: 3 clusters Score -6735838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6735920.500000 Penalty: 5397.090332
	Iteration 14Q: 3 clusters Score -6735920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6735972.500000 Penalty: 5397.090332
	Iteration 15Q: 3 clusters Score -6735972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6736014.500000 Penalty: 5397.090332
	Iteration 16Q: 3 clusters Score -6736014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6736043.500000 Penalty: 5397.090332
	Iteration 17Q: 3 clusters Score -6736044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6736062.000000 Penalty: 5397.090332
	Iteration 18Q: 3 clusters Score -6736062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6736082.500000 Penalty: 5397.090332
	Iteration 19Q: 3 clusters Score -6736082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6736099.500000 Penalty: 5397.090332
	Iteration 20F: 3 clusters Score -6736100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6736105.500000 Penalty: 5397.090332
	Iteration 21Q: 3 clusters Score -6736106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6736109.500000 Penalty: 5397.090332
	Iteration 22Q: 3 clusters Score -6736110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6736128.000000 Penalty: 5397.090332
	Iteration 23Q: 3 clusters Score -6736128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6736137.000000 Penalty: 5397.090332
	Iteration 24Q: 3 clusters Score -6736137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6736140.000000 Penalty: 5397.090332
	Iteration 25Q: 3 clusters Score -6736140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6736137.000000 Penalty: 5397.090332
	Iteration 26Q: 3 clusters Score -6736137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6736145.000000 Penalty: 5397.090332
	Iteration 27Q: 3 clusters Score -6736145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6736154.500000 Penalty: 5397.090332
	Iteration 28Q: 3 clusters Score -6736154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6736172.500000 Penalty: 5397.090332
	Iteration 29Q: 3 clusters Score -6736172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6736172.000000 Penalty: 5397.090332
	Iteration 30Q: 3 clusters Score -6736172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6736172.000000 Penalty: 5397.090332
	Iteration 31F: 3 clusters Score -6736172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -811827.125000 Penalty: 2184.660889
	Iteration 0F: 2 clusters Score -811827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -806299.625000 Penalty: 4369.321777
	Iteration 0F: 3 clusters Score -806299.6 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -807706.500000 Penalty: 4369.321777
	Iteration 1F: 3 clusters Score -807706.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -807973.750000 Penalty: 4369.321777
	Iteration 2F: 3 clusters Score -807973.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -808177.687500 Penalty: 4369.321777
	Iteration 3F: 3 clusters Score -808177.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -808374.687500 Penalty: 4369.321777
	Iteration 4Q: 3 clusters Score -808374.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -808580.312500 Penalty: 4369.321777
	Iteration 5Q: 3 clusters Score -808580.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -808815.437500 Penalty: 4369.321777
	Iteration 6Q: 3 clusters Score -808815.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -809064.375000 Penalty: 4369.321777
	Iteration 7F: 3 clusters Score -809064.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -809271.000000 Penalty: 4369.321777
	Iteration 8Q: 3 clusters Score -809271 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -809445.000000 Penalty: 4369.321777
	Iteration 9Q: 3 clusters Score -809445 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -809574.250000 Penalty: 4369.321777
	Iteration 10Q: 3 clusters Score -809574.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -809662.625000 Penalty: 4369.321777
	Iteration 11Q: 3 clusters Score -809662.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -809727.062500 Penalty: 4369.321777
	Iteration 12Q: 3 clusters Score -809727.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -809766.062500 Penalty: 4369.321777
	Iteration 13Q: 3 clusters Score -809766.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -809791.312500 Penalty: 4369.321777
	Iteration 14Q: 3 clusters Score -809791.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -809812.437500 Penalty: 4369.321777
	Iteration 15Q: 3 clusters Score -809812.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -809828.437500 Penalty: 4369.321777
	Iteration 16Q: 3 clusters Score -809828.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -809837.187500 Penalty: 4369.321777
	Iteration 17Q: 3 clusters Score -809837.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -809843.812500 Penalty: 4369.321777
	Iteration 18Q: 3 clusters Score -809843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -809849.125000 Penalty: 4369.321777
	Iteration 19Q: 3 clusters Score -809849.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -809858.125000 Penalty: 4369.321777
	Iteration 20F: 3 clusters Score -809858.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -809866.062500 Penalty: 4369.321777
	Iteration 21Q: 3 clusters Score -809866.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -809871.562500 Penalty: 4369.321777
	Iteration 22Q: 3 clusters Score -809871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -809878.125000 Penalty: 4369.321777
	Iteration 23Q: 3 clusters Score -809878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -809881.062500 Penalty: 4369.321777
	Iteration 24Q: 3 clusters Score -809881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -809883.000000 Penalty: 4369.321777
	Iteration 25Q: 3 clusters Score -809883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -809886.250000 Penalty: 4369.321777
	Iteration 26Q: 3 clusters Score -809886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -809888.187500 Penalty: 4369.321777
	Iteration 27Q: 3 clusters Score -809888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -809890.125000 Penalty: 4369.321777
	Iteration 28Q: 3 clusters Score -809890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -809892.625000 Penalty: 4369.321777
	Iteration 29Q: 3 clusters Score -809892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -809896.375000 Penalty: 4369.321777
	Iteration 30Q: 3 clusters Score -809896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -809895.250000 Penalty: 4369.321777
	Iteration 31Q: 3 clusters Score -809895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -809894.875000 Penalty: 4369.321777
	Iteration 32Q: 3 clusters Score -809894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -809894.437500 Penalty: 4369.321777
	Iteration 33Q: 3 clusters Score -809894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -809894.687500 Penalty: 4369.321777
	Iteration 34Q: 3 clusters Score -809894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -809894.687500 Penalty: 4369.321777
	Iteration 35F: 3 clusters Score -809894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133405.093750 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133405.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133841.890625 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133841.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134031.406250 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -134031.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134148.890625 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -134148.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -134217.390625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134217.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134277.500000 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134277.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -134362.453125 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134362.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -134441.343750 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134441.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -134487.421875 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -134504.937500 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -134523.828125 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -134537.562500 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -134546.656250 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134558.875000 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -134572.812500 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -134581.156250 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -134599.953125 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134640.781250 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -134654.890625 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -134661.687500 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134669.921875 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -134678.796875 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -134705.437500 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -134723.250000 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134725.062500 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134725.062500 Penalty: 3504.120605
	Iteration 25F: 3 clusters Score -134725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -286718.500000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -286718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283927.281250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -283927.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -284448.562500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -284448.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -284573.937500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -284573.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -284629.000000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -284629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -284659.406250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -284659.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284675.750000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -284675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -284689.625000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -284689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284702.625000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -284702.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -284710.625000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -284710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284714.406250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -284714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -284719.031250 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -284719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -284727.093750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -284727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -284731.468750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -284731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -284735.125000 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -284735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284738.312500 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -284738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284739.406250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -284739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -284739.718750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -284739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -284739.687500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -284739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -284740.500000 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -284740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -284742.000000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -284742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284743.781250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -284743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -284748.062500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -284748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -284751.875000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -284751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -284755.312500 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -284755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284758.093750 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -284758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -284761.062500 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -284761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -284761.343750 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -284761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284761.687500 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -284761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284761.937500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -284761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284761.937500 Penalty: 3838.722168
	Iteration 29F: 3 clusters Score -284761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -766159.687500 Penalty: 2171.070801
	Iteration 0F: 2 clusters Score -766159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -760829.000000 Penalty: 4342.141602
	Iteration 0F: 3 clusters Score -760829 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -762274.062500 Penalty: 4342.141602
	Iteration 1F: 3 clusters Score -762274.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -762684.250000 Penalty: 4342.141602
	Iteration 2F: 3 clusters Score -762684.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -762986.750000 Penalty: 4342.141602
	Iteration 3F: 3 clusters Score -762986.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -763189.875000 Penalty: 4342.141602
	Iteration 4Q: 3 clusters Score -763189.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -763383.437500 Penalty: 4342.141602
	Iteration 5Q: 3 clusters Score -763383.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -763546.062500 Penalty: 4342.141602
	Iteration 6Q: 3 clusters Score -763546.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -763710.312500 Penalty: 4342.141602
	Iteration 7Q: 3 clusters Score -763710.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -763835.875000 Penalty: 4342.141602
	Iteration 8Q: 3 clusters Score -763835.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -763937.687500 Penalty: 4342.141602
	Iteration 9Q: 3 clusters Score -763937.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -764023.375000 Penalty: 4342.141602
	Iteration 10Q: 3 clusters Score -764023.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -764102.750000 Penalty: 4342.141602
	Iteration 11Q: 3 clusters Score -764102.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -764190.000000 Penalty: 4342.141602
	Iteration 12Q: 3 clusters Score -764190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -764287.812500 Penalty: 4342.141602
	Iteration 13Q: 3 clusters Score -764287.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -764382.312500 Penalty: 4342.141602
	Iteration 14Q: 3 clusters Score -764382.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -764498.937500 Penalty: 4342.141602
	Iteration 15Q: 3 clusters Score -764498.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -764631.562500 Penalty: 4342.141602
	Iteration 16Q: 3 clusters Score -764631.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -764767.875000 Penalty: 4342.141602
	Iteration 17Q: 3 clusters Score -764767.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -764885.812500 Penalty: 4342.141602
	Iteration 18Q: 3 clusters Score -764885.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -764968.500000 Penalty: 4342.141602
	Iteration 19Q: 3 clusters Score -764968.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -765051.687500 Penalty: 4342.141602
	Iteration 20F: 3 clusters Score -765051.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -765098.125000 Penalty: 4342.141602
	Iteration 21Q: 3 clusters Score -765098.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -765128.750000 Penalty: 4342.141602
	Iteration 22Q: 3 clusters Score -765128.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -765141.062500 Penalty: 4342.141602
	Iteration 23Q: 3 clusters Score -765141.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -765151.687500 Penalty: 4342.141602
	Iteration 24Q: 3 clusters Score -765151.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -765155.312500 Penalty: 4342.141602
	Iteration 25Q: 3 clusters Score -765155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -765160.500000 Penalty: 4342.141602
	Iteration 26Q: 3 clusters Score -765160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -765162.375000 Penalty: 4342.141602
	Iteration 27Q: 3 clusters Score -765162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -765165.000000 Penalty: 4342.141602
	Iteration 28Q: 3 clusters Score -765165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -765167.000000 Penalty: 4342.141602
	Iteration 29Q: 3 clusters Score -765167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -765165.562500 Penalty: 4342.141602
	Iteration 30Q: 3 clusters Score -765165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -765167.500000 Penalty: 4342.141602
	Iteration 31Q: 3 clusters Score -765167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -765167.875000 Penalty: 4342.141602
	Iteration 32Q: 3 clusters Score -765167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -765170.125000 Penalty: 4342.141602
	Iteration 33Q: 3 clusters Score -765170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -765172.437500 Penalty: 4342.141602
	Iteration 34Q: 3 clusters Score -765172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -765172.375000 Penalty: 4342.141602
	Iteration 35Q: 3 clusters Score -765172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -765171.250000 Penalty: 4342.141602
	Iteration 36Q: 3 clusters Score -765171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -765172.187500 Penalty: 4342.141602
	Iteration 37Q: 3 clusters Score -765172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -765175.437500 Penalty: 4342.141602
	Iteration 38Q: 3 clusters Score -765175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -765175.000000 Penalty: 4342.141602
	Iteration 39Q: 3 clusters Score -765175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -765173.875000 Penalty: 4342.141602
	Iteration 40F: 3 clusters Score -765173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -765174.312500 Penalty: 4342.141602
	Iteration 41Q: 3 clusters Score -765174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -765174.125000 Penalty: 4342.141602
	Iteration 42Q: 3 clusters Score -765174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -765174.000000 Penalty: 4342.141602
	Iteration 43Q: 3 clusters Score -765174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -765174.625000 Penalty: 4342.141602
	Iteration 44Q: 3 clusters Score -765174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -765175.375000 Penalty: 4342.141602
	Iteration 45Q: 3 clusters Score -765175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -765175.375000 Penalty: 4342.141602
	Iteration 46F: 3 clusters Score -765175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Entering Unmasked Estep 
Score: -4959709.500000 Penalty: 2631.095215
	Iteration 0F: 2 clusters Score -4959710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4932423.500000 Penalty: 5262.190430
	Iteration 0F: 3 clusters Score -4932424 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4943485.000000 Penalty: 5262.190430
	Iteration 1F: 3 clusters Score -4943485 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4945565.000000 Penalty: 5262.190430
	Iteration 2F: 3 clusters Score -4945565 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4948355.000000 Penalty: 5262.190430
	Iteration 3F: 3 clusters Score -4948355 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4951540.500000 Penalty: 5262.190430
	Iteration 4F: 3 clusters Score -4951540 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4954203.500000 Penalty: 5262.190430
	Iteration 5F: 3 clusters Score -4954204 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4955887.500000 Penalty: 5262.190430
	Iteration 6F: 3 clusters Score -4955888 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4956667.000000 Penalty: 5262.190430
	Iteration 7Q: 3 clusters Score -4956667 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4957086.500000 Penalty: 5262.190430
	Iteration 8Q: 3 clusters Score -4957086 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4957304.500000 Penalty: 5262.190430
	Iteration 9Q: 3 clusters Score -4957304 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4957422.500000 Penalty: 5262.190430
	Iteration 10Q: 3 clusters Score -4957422 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4957549.000000 Penalty: 5262.190430
	Iteration 11Q: 3 clusters Score -4957549 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4957642.500000 Penalty: 5262.190430
	Iteration 12Q: 3 clusters Score -4957642 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4957722.000000 Penalty: 5262.190430
	Iteration 13Q: 3 clusters Score -4957722 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4957800.000000 Penalty: 5262.190430
	Iteration 14Q: 3 clusters Score -4957800 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4957876.000000 Penalty: 5262.190430
	Iteration 15Q: 3 clusters Score -4957876 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4957933.500000 Penalty: 5262.190430
	Iteration 16Q: 3 clusters Score -4957934 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4957977.500000 Penalty: 5262.190430
	Iteration 17Q: 3 clusters Score -4957978 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4958047.500000 Penalty: 5262.190430
	Iteration 18Q: 3 clusters Score -4958048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4958092.000000 Penalty: 5262.190430
	Iteration 19Q: 3 clusters Score -4958092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4958136.500000 Penalty: 5262.190430
	Iteration 20F: 3 clusters Score -4958136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4958203.000000 Penalty: 5262.190430
	Iteration 21Q: 3 clusters Score -4958203 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4958215.500000 Penalty: 5262.190430
	Iteration 22Q: 3 clusters Score -4958216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4958278.000000 Penalty: 5262.190430
	Iteration 23Q: 3 clusters Score -4958278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4958339.500000 Penalty: 5262.190430
	Iteration 24Q: 3 clusters Score -4958340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4958364.000000 Penalty: 5262.190430
	Iteration 25Q: 3 clusters Score -4958364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4958397.500000 Penalty: 5262.190430
	Iteration 26Q: 3 clusters Score -4958398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4958425.500000 Penalty: 5262.190430
	Iteration 27Q: 3 clusters Score -4958426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4958442.500000 Penalty: 5262.190430
	Iteration 28Q: 3 clusters Score -4958442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4958459.500000 Penalty: 5262.190430
	Iteration 29Q: 3 clusters Score -4958460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4958483.500000 Penalty: 5262.190430
	Iteration 30Q: 3 clusters Score -4958484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4958490.000000 Penalty: 5262.190430
	Iteration 31Q: 3 clusters Score -4958490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4958488.500000 Penalty: 5262.190430
	Iteration 32Q: 3 clusters Score -4958488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4958528.000000 Penalty: 5262.190430
	Iteration 33Q: 3 clusters Score -4958528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4958532.500000 Penalty: 5262.190430
	Iteration 34Q: 3 clusters Score -4958532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4958542.000000 Penalty: 5262.190430
	Iteration 35Q: 3 clusters Score -4958542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4958557.500000 Penalty: 5262.190430
	Iteration 36Q: 3 clusters Score -4958558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4958555.500000 Penalty: 5262.190430
	Iteration 37Q: 3 clusters Score -4958556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4958578.500000 Penalty: 5262.190430
	Iteration 38Q: 3 clusters Score -4958578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4958589.000000 Penalty: 5262.190430
	Iteration 39Q: 3 clusters Score -4958589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4958590.000000 Penalty: 5262.190430
	Iteration 40F: 3 clusters Score -4958590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4958613.000000 Penalty: 5262.190430
	Iteration 41Q: 3 clusters Score -4958613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4958629.000000 Penalty: 5262.190430
	Iteration 42Q: 3 clusters Score -4958629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4958645.000000 Penalty: 5262.190430
	Iteration 43Q: 3 clusters Score -4958645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4958719.000000 Penalty: 5262.190430
	Iteration 44Q: 3 clusters Score -4958719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4958916.500000 Penalty: 5262.190430
	Iteration 45Q: 3 clusters Score -4958916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4959584.000000 Penalty: 5262.190430
	Iteration 46Q: 3 clusters Score -4959584 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4959901.000000 Penalty: 5262.190430
	Iteration 47Q: 3 clusters Score -4959901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4959925.500000 Penalty: 5262.190430
	Iteration 48Q: 3 clusters Score -4959926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4959967.500000 Penalty: 5262.190430
	Iteration 49Q: 3 clusters Score -4959968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4959988.500000 Penalty: 5262.190430
	Iteration 50Q: 3 clusters Score -4959988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4959998.000000 Penalty: 5262.190430
	Iteration 51Q: 3 clusters Score -4959998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4960008.500000 Penalty: 5262.190430
	Iteration 52Q: 3 clusters Score -4960008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4960018.000000 Penalty: 5262.190430
	Iteration 53Q: 3 clusters Score -4960018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4960020.500000 Penalty: 5262.190430
	Iteration 54Q: 3 clusters Score -4960020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4960037.500000 Penalty: 5262.190430
	Iteration 55Q: 3 clusters Score -4960038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4960041.500000 Penalty: 5262.190430
	Iteration 56Q: 3 clusters Score -4960042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4960045.000000 Penalty: 5262.190430
	Iteration 57Q: 3 clusters Score -4960045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4960044.000000 Penalty: 5262.190430
	Iteration 58Q: 3 clusters Score -4960044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4960059.500000 Penalty: 5262.190430
	Iteration 59Q: 3 clusters Score -4960060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4960055.000000 Penalty: 5262.190430
	Iteration 60F: 3 clusters Score -4960055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4960057.500000 Penalty: 5262.190430
	Iteration 61Q: 3 clusters Score -4960058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4960054.000000 Penalty: 5262.190430
	Iteration 62Q: 3 clusters Score -4960054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4960061.000000 Penalty: 5262.190430
	Iteration 63Q: 3 clusters Score -4960061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4960065.000000 Penalty: 5262.190430
	Iteration 64Q: 3 clusters Score -4960065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4960061.500000 Penalty: 5262.190430
	Iteration 65Q: 3 clusters Score -4960062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4960061.500000 Penalty: 5262.190430
	Iteration 66F: 3 clusters Score -4960062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37492 members 
Entering Unmasked Estep 
Score: -142007952.000000 Penalty: 166335.640625
Splitting cluster 7 changes total score from -142007776.000000 to -142007952.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 8 (132919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Entering Unmasked Estep 
Score: -16648206.000000 Penalty: 2925.778809
	Iteration 0F: 2 clusters Score -1.664821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -16559419.000000 Penalty: 5851.557617
	Iteration 0F: 3 clusters Score -1.655942e+07 nChanged 63341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -16596783.000000 Penalty: 5851.557617
	Iteration 1F: 3 clusters Score -1.659678e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -16597698.000000 Penalty: 5851.557617
	Iteration 2Q: 3 clusters Score -1.65977e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -16598767.000000 Penalty: 5851.557617
	Iteration 3Q: 3 clusters Score -1.659877e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -16600277.000000 Penalty: 5851.557617
	Iteration 4Q: 3 clusters Score -1.660028e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -16602088.000000 Penalty: 5851.557617
	Iteration 5Q: 3 clusters Score -1.660209e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -16604413.000000 Penalty: 5851.557617
	Iteration 6Q: 3 clusters Score -1.660441e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -16606865.000000 Penalty: 5851.557617
	Iteration 7Q: 3 clusters Score -1.660686e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -16609674.000000 Penalty: 5851.557617
	Iteration 8Q: 3 clusters Score -1.660967e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -16612999.000000 Penalty: 5851.557617
	Iteration 9Q: 3 clusters Score -1.6613e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -16616762.000000 Penalty: 5851.557617
	Iteration 10F: 3 clusters Score -1.661676e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -16621256.000000 Penalty: 5851.557617
	Iteration 11Q: 3 clusters Score -1.662126e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -16626081.000000 Penalty: 5851.557617
	Iteration 12Q: 3 clusters Score -1.662608e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -16630771.000000 Penalty: 5851.557617
	Iteration 13Q: 3 clusters Score -1.663077e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -16634398.000000 Penalty: 5851.557617
	Iteration 14Q: 3 clusters Score -1.66344e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -16636856.000000 Penalty: 5851.557617
	Iteration 15Q: 3 clusters Score -1.663686e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -16638450.000000 Penalty: 5851.557617
	Iteration 16Q: 3 clusters Score -1.663845e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -16639593.000000 Penalty: 5851.557617
	Iteration 17Q: 3 clusters Score -1.663959e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -16640480.000000 Penalty: 5851.557617
	Iteration 18Q: 3 clusters Score -1.664048e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -16641328.000000 Penalty: 5851.557617
	Iteration 19Q: 3 clusters Score -1.664133e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -16642071.000000 Penalty: 5851.557617
	Iteration 20F: 3 clusters Score -1.664207e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -16642695.000000 Penalty: 5851.557617
	Iteration 21Q: 3 clusters Score -1.66427e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -16643243.000000 Penalty: 5851.557617
	Iteration 22Q: 3 clusters Score -1.664324e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -16643741.000000 Penalty: 5851.557617
	Iteration 23Q: 3 clusters Score -1.664374e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -16644123.000000 Penalty: 5851.557617
	Iteration 24Q: 3 clusters Score -1.664412e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -16644513.000000 Penalty: 5851.557617
	Iteration 25Q: 3 clusters Score -1.664451e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -16644795.000000 Penalty: 5851.557617
	Iteration 26Q: 3 clusters Score -1.66448e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -16644971.000000 Penalty: 5851.557617
	Iteration 27Q: 3 clusters Score -1.664497e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -16645184.000000 Penalty: 5851.557617
	Iteration 28Q: 3 clusters Score -1.664518e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -16645310.000000 Penalty: 5851.557617
	Iteration 29Q: 3 clusters Score -1.664531e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 131507 members 
Entering Unmasked Estep 
Score: -16645423.000000 Penalty: 5851.557617
	Iteration 30Q: 3 clusters Score -1.664542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -16645438.000000 Penalty: 5851.557617
	Iteration 31Q: 3 clusters Score -1.664544e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -16645508.000000 Penalty: 5851.557617
	Iteration 32Q: 3 clusters Score -1.664551e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -16645521.000000 Penalty: 5851.557617
	Iteration 33Q: 3 clusters Score -1.664552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -16645517.000000 Penalty: 5851.557617
	Iteration 34Q: 3 clusters Score -1.664552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -16645594.000000 Penalty: 5851.557617
	Iteration 35Q: 3 clusters Score -1.664559e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 131984 members 
Entering Unmasked Estep 
Score: -16645615.000000 Penalty: 5851.557617
	Iteration 36Q: 3 clusters Score -1.664562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -16645628.000000 Penalty: 5851.557617
	Iteration 37Q: 3 clusters Score -1.664563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 132048 members 
Entering Unmasked Estep 
Score: -16645652.000000 Penalty: 5851.557617
	Iteration 38Q: 3 clusters Score -1.664565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -16645652.000000 Penalty: 5851.557617
	Iteration 39Q: 3 clusters Score -1.664565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -16645648.000000 Penalty: 5851.557617
	Iteration 40F: 3 clusters Score -1.664565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -16645658.000000 Penalty: 5851.557617
	Iteration 41Q: 3 clusters Score -1.664566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 132111 members 
Entering Unmasked Estep 
Score: -16645673.000000 Penalty: 5851.557617
	Iteration 42Q: 3 clusters Score -1.664567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -16645692.000000 Penalty: 5851.557617
	Iteration 43Q: 3 clusters Score -1.664569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -16645704.000000 Penalty: 5851.557617
	Iteration 44Q: 3 clusters Score -1.66457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -16645712.000000 Penalty: 5851.557617
	Iteration 45Q: 3 clusters Score -1.664571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -16645723.000000 Penalty: 5851.557617
	Iteration 46Q: 3 clusters Score -1.664572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -16645733.000000 Penalty: 5851.557617
	Iteration 47Q: 3 clusters Score -1.664573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -16645750.000000 Penalty: 5851.557617
	Iteration 48Q: 3 clusters Score -1.664575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132182 members 
Entering Unmasked Estep 
Score: -16645769.000000 Penalty: 5851.557617
	Iteration 49Q: 3 clusters Score -1.664577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -16645773.000000 Penalty: 5851.557617
	Iteration 50Q: 3 clusters Score -1.664577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 132190 members 
Entering Unmasked Estep 
Score: -16645775.000000 Penalty: 5851.557617
	Iteration 51Q: 3 clusters Score -1.664578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 132191 members 
Entering Unmasked Estep 
Score: -16645774.000000 Penalty: 5851.557617
	Iteration 52Q: 3 clusters Score -1.664577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -16645766.000000 Penalty: 5851.557617
	Iteration 53Q: 3 clusters Score -1.664577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -16645770.000000 Penalty: 5851.557617
	Iteration 54Q: 3 clusters Score -1.664577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 132195 members 
Entering Unmasked Estep 
Score: -16645775.000000 Penalty: 5851.557617
	Iteration 55Q: 3 clusters Score -1.664578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -16645765.000000 Penalty: 5851.557617
	Iteration 56Q: 3 clusters Score -1.664576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -16645758.000000 Penalty: 5851.557617
	Iteration 57Q: 3 clusters Score -1.664576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -16645754.000000 Penalty: 5851.557617
	Iteration 58Q: 3 clusters Score -1.664575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -16645759.000000 Penalty: 5851.557617
	Iteration 59Q: 3 clusters Score -1.664576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -16645764.000000 Penalty: 5851.557617
	Iteration 60F: 3 clusters Score -1.664576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Entering Unmasked Estep 
Score: -3518894.750000 Penalty: 2544.386475
	Iteration 0F: 2 clusters Score -3518895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3499275.250000 Penalty: 5088.772949
	Iteration 0F: 3 clusters Score -3499275 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3506468.500000 Penalty: 5088.772949
	Iteration 1F: 3 clusters Score -3506468 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3507540.750000 Penalty: 5088.772949
	Iteration 2F: 3 clusters Score -3507541 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3509204.750000 Penalty: 5088.772949
	Iteration 3F: 3 clusters Score -3509205 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3511243.500000 Penalty: 5088.772949
	Iteration 4F: 3 clusters Score -3511244 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3513357.000000 Penalty: 5088.772949
	Iteration 5F: 3 clusters Score -3513357 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3514931.000000 Penalty: 5088.772949
	Iteration 6F: 3 clusters Score -3514931 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3516184.750000 Penalty: 5088.772949
	Iteration 7Q: 3 clusters Score -3516185 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3517254.500000 Penalty: 5088.772949
	Iteration 8Q: 3 clusters Score -3517254 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3517775.000000 Penalty: 5088.772949
	Iteration 9Q: 3 clusters Score -3517775 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3518012.750000 Penalty: 5088.772949
	Iteration 10Q: 3 clusters Score -3518013 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3518134.750000 Penalty: 5088.772949
	Iteration 11Q: 3 clusters Score -3518135 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3518220.500000 Penalty: 5088.772949
	Iteration 12Q: 3 clusters Score -3518220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3518251.500000 Penalty: 5088.772949
	Iteration 13Q: 3 clusters Score -3518252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3518299.750000 Penalty: 5088.772949
	Iteration 14Q: 3 clusters Score -3518300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3518322.250000 Penalty: 5088.772949
	Iteration 15Q: 3 clusters Score -3518322 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3518338.000000 Penalty: 5088.772949
	Iteration 16Q: 3 clusters Score -3518338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3518365.000000 Penalty: 5088.772949
	Iteration 17Q: 3 clusters Score -3518365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3518368.750000 Penalty: 5088.772949
	Iteration 18Q: 3 clusters Score -3518369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3518381.500000 Penalty: 5088.772949
	Iteration 19Q: 3 clusters Score -3518382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3518378.250000 Penalty: 5088.772949
	Iteration 20F: 3 clusters Score -3518378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3518387.000000 Penalty: 5088.772949
	Iteration 21Q: 3 clusters Score -3518387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3518388.750000 Penalty: 5088.772949
	Iteration 22Q: 3 clusters Score -3518389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3518390.000000 Penalty: 5088.772949
	Iteration 23Q: 3 clusters Score -3518390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3518387.500000 Penalty: 5088.772949
	Iteration 24Q: 3 clusters Score -3518388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3518392.250000 Penalty: 5088.772949
	Iteration 25Q: 3 clusters Score -3518392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3518390.000000 Penalty: 5088.772949
	Iteration 26Q: 3 clusters Score -3518390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3518391.250000 Penalty: 5088.772949
	Iteration 27Q: 3 clusters Score -3518391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3518390.000000 Penalty: 5088.772949
	Iteration 28Q: 3 clusters Score -3518390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3518389.250000 Penalty: 5088.772949
	Iteration 29Q: 3 clusters Score -3518389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3518387.750000 Penalty: 5088.772949
	Iteration 30Q: 3 clusters Score -3518388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3518390.000000 Penalty: 5088.772949
	Iteration 31Q: 3 clusters Score -3518390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3518391.000000 Penalty: 5088.772949
	Iteration 32Q: 3 clusters Score -3518391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3518387.750000 Penalty: 5088.772949
	Iteration 33Q: 3 clusters Score -3518388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3518387.750000 Penalty: 5088.772949
	Iteration 34F: 3 clusters Score -3518388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60116.449219 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60116.45 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60423.371094 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60423.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60549.386719 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60549.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60664.890625 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -60664.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60782.839844 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -60782.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60895.710938 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60895.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60979.058594 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60979.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61032.710938 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -61032.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61072.542969 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -61072.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61104.378906 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -61104.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61145.894531 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -61145.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61184.648438 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -61184.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61307.820312 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -61307.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61466.480469 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -61466.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61490.011719 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -61490.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61496.097656 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -61496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61503.496094 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -61503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61514.359375 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -61514.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61514.359375 Penalty: 3157.769287
	Iteration 18F: 3 clusters Score -61514.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Entering Unmasked Estep 
Score: -4997130.500000 Penalty: 2629.516602
	Iteration 0F: 2 clusters Score -4997130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4969869.000000 Penalty: 5259.033203
	Iteration 0F: 3 clusters Score -4969869 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4980058.500000 Penalty: 5259.033203
	Iteration 1F: 3 clusters Score -4980058 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4981021.000000 Penalty: 5259.033203
	Iteration 2F: 3 clusters Score -4981021 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4982369.500000 Penalty: 5259.033203
	Iteration 3F: 3 clusters Score -4982370 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4984147.000000 Penalty: 5259.033203
	Iteration 4F: 3 clusters Score -4984147 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4986246.000000 Penalty: 5259.033203
	Iteration 5F: 3 clusters Score -4986246 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4988337.000000 Penalty: 5259.033203
	Iteration 6F: 3 clusters Score -4988337 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4990023.000000 Penalty: 5259.033203
	Iteration 7F: 3 clusters Score -4990023 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4991215.000000 Penalty: 5259.033203
	Iteration 8F: 3 clusters Score -4991215 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4992131.000000 Penalty: 5259.033203
	Iteration 9Q: 3 clusters Score -4992131 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4992888.500000 Penalty: 5259.033203
	Iteration 10Q: 3 clusters Score -4992888 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4993428.500000 Penalty: 5259.033203
	Iteration 11Q: 3 clusters Score -4993428 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4993824.500000 Penalty: 5259.033203
	Iteration 12Q: 3 clusters Score -4993824 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4994185.500000 Penalty: 5259.033203
	Iteration 13Q: 3 clusters Score -4994186 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4994438.500000 Penalty: 5259.033203
	Iteration 14Q: 3 clusters Score -4994438 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4994609.000000 Penalty: 5259.033203
	Iteration 15Q: 3 clusters Score -4994609 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4994768.000000 Penalty: 5259.033203
	Iteration 16Q: 3 clusters Score -4994768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4994866.000000 Penalty: 5259.033203
	Iteration 17Q: 3 clusters Score -4994866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4994944.000000 Penalty: 5259.033203
	Iteration 18Q: 3 clusters Score -4994944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4994994.500000 Penalty: 5259.033203
	Iteration 19Q: 3 clusters Score -4994994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4995028.000000 Penalty: 5259.033203
	Iteration 20F: 3 clusters Score -4995028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4995066.000000 Penalty: 5259.033203
	Iteration 21Q: 3 clusters Score -4995066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4995076.000000 Penalty: 5259.033203
	Iteration 22Q: 3 clusters Score -4995076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4995079.500000 Penalty: 5259.033203
	Iteration 23Q: 3 clusters Score -4995080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4995083.000000 Penalty: 5259.033203
	Iteration 24Q: 3 clusters Score -4995083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4995094.000000 Penalty: 5259.033203
	Iteration 25Q: 3 clusters Score -4995094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4995096.500000 Penalty: 5259.033203
	Iteration 26Q: 3 clusters Score -4995096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4995105.500000 Penalty: 5259.033203
	Iteration 27Q: 3 clusters Score -4995106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4995102.500000 Penalty: 5259.033203
	Iteration 28Q: 3 clusters Score -4995102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4995109.500000 Penalty: 5259.033203
	Iteration 29Q: 3 clusters Score -4995110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4995107.000000 Penalty: 5259.033203
	Iteration 30Q: 3 clusters Score -4995107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4995108.000000 Penalty: 5259.033203
	Iteration 31Q: 3 clusters Score -4995108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4995107.000000 Penalty: 5259.033203
	Iteration 32Q: 3 clusters Score -4995107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4995112.000000 Penalty: 5259.033203
	Iteration 33Q: 3 clusters Score -4995112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4995120.500000 Penalty: 5259.033203
	Iteration 34Q: 3 clusters Score -4995120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4995129.500000 Penalty: 5259.033203
	Iteration 35Q: 3 clusters Score -4995130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4995133.500000 Penalty: 5259.033203
	Iteration 36Q: 3 clusters Score -4995134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4995142.000000 Penalty: 5259.033203
	Iteration 37Q: 3 clusters Score -4995142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4995147.500000 Penalty: 5259.033203
	Iteration 38Q: 3 clusters Score -4995148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4995156.500000 Penalty: 5259.033203
	Iteration 39Q: 3 clusters Score -4995156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4995154.000000 Penalty: 5259.033203
	Iteration 40F: 3 clusters Score -4995154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4995155.000000 Penalty: 5259.033203
	Iteration 41Q: 3 clusters Score -4995155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4995154.000000 Penalty: 5259.033203
	Iteration 42Q: 3 clusters Score -4995154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4995155.000000 Penalty: 5259.033203
	Iteration 43Q: 3 clusters Score -4995155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4995159.500000 Penalty: 5259.033203
	Iteration 44Q: 3 clusters Score -4995160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4995157.500000 Penalty: 5259.033203
	Iteration 45Q: 3 clusters Score -4995158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4995157.500000 Penalty: 5259.033203
	Iteration 46F: 3 clusters Score -4995158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -792597.437500 Penalty: 2177.559082
	Iteration 0F: 2 clusters Score -792597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -787167.812500 Penalty: 4355.118164
	Iteration 0F: 3 clusters Score -787167.8 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -788651.187500 Penalty: 4355.118164
	Iteration 1F: 3 clusters Score -788651.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -788973.312500 Penalty: 4355.118164
	Iteration 2F: 3 clusters Score -788973.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -789311.875000 Penalty: 4355.118164
	Iteration 3F: 3 clusters Score -789311.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -789698.750000 Penalty: 4355.118164
	Iteration 4F: 3 clusters Score -789698.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -790191.062500 Penalty: 4355.118164
	Iteration 5F: 3 clusters Score -790191.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -790749.750000 Penalty: 4355.118164
	Iteration 6F: 3 clusters Score -790749.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -791184.937500 Penalty: 4355.118164
	Iteration 7F: 3 clusters Score -791184.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -791461.062500 Penalty: 4355.118164
	Iteration 8F: 3 clusters Score -791461.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -791597.375000 Penalty: 4355.118164
	Iteration 9Q: 3 clusters Score -791597.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -791665.937500 Penalty: 4355.118164
	Iteration 10Q: 3 clusters Score -791665.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -791698.937500 Penalty: 4355.118164
	Iteration 11Q: 3 clusters Score -791698.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -791714.250000 Penalty: 4355.118164
	Iteration 12Q: 3 clusters Score -791714.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -791725.812500 Penalty: 4355.118164
	Iteration 13Q: 3 clusters Score -791725.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -791732.750000 Penalty: 4355.118164
	Iteration 14Q: 3 clusters Score -791732.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -791737.625000 Penalty: 4355.118164
	Iteration 15Q: 3 clusters Score -791737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -791740.312500 Penalty: 4355.118164
	Iteration 16Q: 3 clusters Score -791740.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -791742.375000 Penalty: 4355.118164
	Iteration 17Q: 3 clusters Score -791742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -791744.687500 Penalty: 4355.118164
	Iteration 18Q: 3 clusters Score -791744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -791745.500000 Penalty: 4355.118164
	Iteration 19Q: 3 clusters Score -791745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -791747.937500 Penalty: 4355.118164
	Iteration 20F: 3 clusters Score -791747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -791748.687500 Penalty: 4355.118164
	Iteration 21Q: 3 clusters Score -791748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -791749.875000 Penalty: 4355.118164
	Iteration 22Q: 3 clusters Score -791749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -791750.500000 Penalty: 4355.118164
	Iteration 23Q: 3 clusters Score -791750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -791750.500000 Penalty: 4355.118164
	Iteration 24F: 3 clusters Score -791750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Entering Unmasked Estep 
Score: -1778805.875000 Penalty: 2377.233887
	Iteration 0F: 2 clusters Score -1778806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1768151.125000 Penalty: 4754.467773
	Iteration 0F: 3 clusters Score -1768151 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1771731.750000 Penalty: 4754.467773
	Iteration 1F: 3 clusters Score -1771732 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1772304.375000 Penalty: 4754.467773
	Iteration 2F: 3 clusters Score -1772304 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1772749.125000 Penalty: 4754.467773
	Iteration 3F: 3 clusters Score -1772749 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1773149.500000 Penalty: 4754.467773
	Iteration 4F: 3 clusters Score -1773150 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1773456.375000 Penalty: 4754.467773
	Iteration 5Q: 3 clusters Score -1773456 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1773722.125000 Penalty: 4754.467773
	Iteration 6Q: 3 clusters Score -1773722 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1773964.000000 Penalty: 4754.467773
	Iteration 7Q: 3 clusters Score -1773964 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1774186.875000 Penalty: 4754.467773
	Iteration 8Q: 3 clusters Score -1774187 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1774389.375000 Penalty: 4754.467773
	Iteration 9Q: 3 clusters Score -1774389 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1774566.125000 Penalty: 4754.467773
	Iteration 10Q: 3 clusters Score -1774566 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1774733.625000 Penalty: 4754.467773
	Iteration 11Q: 3 clusters Score -1774734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1774901.000000 Penalty: 4754.467773
	Iteration 12Q: 3 clusters Score -1774901 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1775066.750000 Penalty: 4754.467773
	Iteration 13Q: 3 clusters Score -1775067 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1775248.875000 Penalty: 4754.467773
	Iteration 14Q: 3 clusters Score -1775249 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1775445.875000 Penalty: 4754.467773
	Iteration 15Q: 3 clusters Score -1775446 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1775631.500000 Penalty: 4754.467773
	Iteration 16Q: 3 clusters Score -1775632 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1775803.750000 Penalty: 4754.467773
	Iteration 17Q: 3 clusters Score -1775804 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1775963.000000 Penalty: 4754.467773
	Iteration 18Q: 3 clusters Score -1775963 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1776094.375000 Penalty: 4754.467773
	Iteration 19Q: 3 clusters Score -1776094 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1776215.250000 Penalty: 4754.467773
	Iteration 20F: 3 clusters Score -1776215 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1776310.500000 Penalty: 4754.467773
	Iteration 21Q: 3 clusters Score -1776310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1776403.750000 Penalty: 4754.467773
	Iteration 22Q: 3 clusters Score -1776404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1776485.500000 Penalty: 4754.467773
	Iteration 23Q: 3 clusters Score -1776486 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1776562.500000 Penalty: 4754.467773
	Iteration 24Q: 3 clusters Score -1776562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1776630.375000 Penalty: 4754.467773
	Iteration 25Q: 3 clusters Score -1776630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1776683.250000 Penalty: 4754.467773
	Iteration 26Q: 3 clusters Score -1776683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1776738.375000 Penalty: 4754.467773
	Iteration 27Q: 3 clusters Score -1776738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1776784.500000 Penalty: 4754.467773
	Iteration 28Q: 3 clusters Score -1776784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1776820.000000 Penalty: 4754.467773
	Iteration 29Q: 3 clusters Score -1776820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1776856.625000 Penalty: 4754.467773
	Iteration 30Q: 3 clusters Score -1776857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1776888.875000 Penalty: 4754.467773
	Iteration 31Q: 3 clusters Score -1776889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1776924.500000 Penalty: 4754.467773
	Iteration 32Q: 3 clusters Score -1776924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1776952.750000 Penalty: 4754.467773
	Iteration 33Q: 3 clusters Score -1776953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1776973.625000 Penalty: 4754.467773
	Iteration 34Q: 3 clusters Score -1776974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1776990.000000 Penalty: 4754.467773
	Iteration 35Q: 3 clusters Score -1776990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1776999.500000 Penalty: 4754.467773
	Iteration 36Q: 3 clusters Score -1777000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1777011.125000 Penalty: 4754.467773
	Iteration 37Q: 3 clusters Score -1777011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1777028.000000 Penalty: 4754.467773
	Iteration 38Q: 3 clusters Score -1777028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1777041.000000 Penalty: 4754.467773
	Iteration 39Q: 3 clusters Score -1777041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1777050.875000 Penalty: 4754.467773
	Iteration 40F: 3 clusters Score -1777051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1777067.375000 Penalty: 4754.467773
	Iteration 41Q: 3 clusters Score -1777067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1777082.125000 Penalty: 4754.467773
	Iteration 42Q: 3 clusters Score -1777082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1777092.375000 Penalty: 4754.467773
	Iteration 43Q: 3 clusters Score -1777092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1777112.500000 Penalty: 4754.467773
	Iteration 44Q: 3 clusters Score -1777112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1777122.250000 Penalty: 4754.467773
	Iteration 45Q: 3 clusters Score -1777122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1777136.250000 Penalty: 4754.467773
	Iteration 46Q: 3 clusters Score -1777136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1777142.750000 Penalty: 4754.467773
	Iteration 47Q: 3 clusters Score -1777143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1777157.000000 Penalty: 4754.467773
	Iteration 48Q: 3 clusters Score -1777157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1777163.000000 Penalty: 4754.467773
	Iteration 49Q: 3 clusters Score -1777163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1777163.500000 Penalty: 4754.467773
	Iteration 50Q: 3 clusters Score -1777164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1777162.625000 Penalty: 4754.467773
	Iteration 51Q: 3 clusters Score -1777163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1777165.375000 Penalty: 4754.467773
	Iteration 52Q: 3 clusters Score -1777165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1777165.375000 Penalty: 4754.467773
	Iteration 53F: 3 clusters Score -1777165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Entering Unmasked Estep 
Score: -4499397.000000 Penalty: 2604.583252
	Iteration 0F: 2 clusters Score -4499397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4474495.500000 Penalty: 5209.166504
	Iteration 0F: 3 clusters Score -4474496 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4483680.500000 Penalty: 5209.166504
	Iteration 1F: 3 clusters Score -4483680 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4484318.500000 Penalty: 5209.166504
	Iteration 2Q: 3 clusters Score -4484318 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4485034.000000 Penalty: 5209.166504
	Iteration 3Q: 3 clusters Score -4485034 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4485752.500000 Penalty: 5209.166504
	Iteration 4Q: 3 clusters Score -4485752 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4486484.500000 Penalty: 5209.166504
	Iteration 5Q: 3 clusters Score -4486484 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4487178.500000 Penalty: 5209.166504
	Iteration 6Q: 3 clusters Score -4487178 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4487933.000000 Penalty: 5209.166504
	Iteration 7Q: 3 clusters Score -4487933 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4488850.500000 Penalty: 5209.166504
	Iteration 8Q: 3 clusters Score -4488850 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4489822.500000 Penalty: 5209.166504
	Iteration 9Q: 3 clusters Score -4489822 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4490918.500000 Penalty: 5209.166504
	Iteration 10Q: 3 clusters Score -4490918 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4492148.500000 Penalty: 5209.166504
	Iteration 11Q: 3 clusters Score -4492148 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4493399.500000 Penalty: 5209.166504
	Iteration 12Q: 3 clusters Score -4493400 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4494447.000000 Penalty: 5209.166504
	Iteration 13Q: 3 clusters Score -4494447 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4495294.000000 Penalty: 5209.166504
	Iteration 14Q: 3 clusters Score -4495294 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4495959.000000 Penalty: 5209.166504
	Iteration 15Q: 3 clusters Score -4495959 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4496378.500000 Penalty: 5209.166504
	Iteration 16Q: 3 clusters Score -4496378 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4496649.000000 Penalty: 5209.166504
	Iteration 17Q: 3 clusters Score -4496649 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4496814.500000 Penalty: 5209.166504
	Iteration 18Q: 3 clusters Score -4496814 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4496934.000000 Penalty: 5209.166504
	Iteration 19Q: 3 clusters Score -4496934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4497020.500000 Penalty: 5209.166504
	Iteration 20F: 3 clusters Score -4497020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4497091.000000 Penalty: 5209.166504
	Iteration 21Q: 3 clusters Score -4497091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4497148.500000 Penalty: 5209.166504
	Iteration 22Q: 3 clusters Score -4497148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4497188.000000 Penalty: 5209.166504
	Iteration 23Q: 3 clusters Score -4497188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4497220.000000 Penalty: 5209.166504
	Iteration 24Q: 3 clusters Score -4497220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4497248.000000 Penalty: 5209.166504
	Iteration 25Q: 3 clusters Score -4497248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4497268.500000 Penalty: 5209.166504
	Iteration 26Q: 3 clusters Score -4497268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4497279.000000 Penalty: 5209.166504
	Iteration 27Q: 3 clusters Score -4497279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4497288.500000 Penalty: 5209.166504
	Iteration 28Q: 3 clusters Score -4497288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4497304.000000 Penalty: 5209.166504
	Iteration 29Q: 3 clusters Score -4497304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4497308.000000 Penalty: 5209.166504
	Iteration 30Q: 3 clusters Score -4497308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4497316.000000 Penalty: 5209.166504
	Iteration 31Q: 3 clusters Score -4497316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4497316.000000 Penalty: 5209.166504
	Iteration 32Q: 3 clusters Score -4497316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4497316.000000 Penalty: 5209.166504
	Iteration 33F: 3 clusters Score -4497316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -1352403.000000 Penalty: 2298.638428
	Iteration 0F: 2 clusters Score -1352403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1344313.875000 Penalty: 4597.276855
	Iteration 0F: 3 clusters Score -1344314 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1346645.375000 Penalty: 4597.276855
	Iteration 1F: 3 clusters Score -1346645 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1346977.375000 Penalty: 4597.276855
	Iteration 2F: 3 clusters Score -1346977 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1347240.625000 Penalty: 4597.276855
	Iteration 3F: 3 clusters Score -1347241 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1347457.125000 Penalty: 4597.276855
	Iteration 4Q: 3 clusters Score -1347457 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1347706.500000 Penalty: 4597.276855
	Iteration 5Q: 3 clusters Score -1347706 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1347996.250000 Penalty: 4597.276855
	Iteration 6Q: 3 clusters Score -1347996 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1348293.375000 Penalty: 4597.276855
	Iteration 7Q: 3 clusters Score -1348293 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1348639.125000 Penalty: 4597.276855
	Iteration 8Q: 3 clusters Score -1348639 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1349022.500000 Penalty: 4597.276855
	Iteration 9Q: 3 clusters Score -1349022 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1349357.625000 Penalty: 4597.276855
	Iteration 10Q: 3 clusters Score -1349358 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1349611.625000 Penalty: 4597.276855
	Iteration 11Q: 3 clusters Score -1349612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1349811.250000 Penalty: 4597.276855
	Iteration 12Q: 3 clusters Score -1349811 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1349950.625000 Penalty: 4597.276855
	Iteration 13Q: 3 clusters Score -1349951 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1350056.750000 Penalty: 4597.276855
	Iteration 14Q: 3 clusters Score -1350057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1350143.875000 Penalty: 4597.276855
	Iteration 15Q: 3 clusters Score -1350144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1350208.000000 Penalty: 4597.276855
	Iteration 16Q: 3 clusters Score -1350208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1350256.000000 Penalty: 4597.276855
	Iteration 17Q: 3 clusters Score -1350256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1350289.125000 Penalty: 4597.276855
	Iteration 18Q: 3 clusters Score -1350289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1350318.125000 Penalty: 4597.276855
	Iteration 19Q: 3 clusters Score -1350318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1350342.375000 Penalty: 4597.276855
	Iteration 20F: 3 clusters Score -1350342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1350357.125000 Penalty: 4597.276855
	Iteration 21Q: 3 clusters Score -1350357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1350365.750000 Penalty: 4597.276855
	Iteration 22Q: 3 clusters Score -1350366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1350376.625000 Penalty: 4597.276855
	Iteration 23Q: 3 clusters Score -1350377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1350376.125000 Penalty: 4597.276855
	Iteration 24Q: 3 clusters Score -1350376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1350378.750000 Penalty: 4597.276855
	Iteration 25Q: 3 clusters Score -1350379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1350388.750000 Penalty: 4597.276855
	Iteration 26Q: 3 clusters Score -1350389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1350393.375000 Penalty: 4597.276855
	Iteration 27Q: 3 clusters Score -1350393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1350401.750000 Penalty: 4597.276855
	Iteration 28Q: 3 clusters Score -1350402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1350401.750000 Penalty: 4597.276855
	Iteration 29Q: 3 clusters Score -1350402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1350401.750000 Penalty: 4597.276855
	Iteration 30F: 3 clusters Score -1350402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -507290.500000 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -507290.5 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 2347 members 
Entering Unmasked Estep 
Score: -503047.812500 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -503047.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -504187.500000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -504187.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -504510.281250 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -504510.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -504758.187500 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -504758.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -504975.437500 Penalty: 4190.130371
	Iteration 4F: 3 clusters Score -504975.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -505121.781250 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -505121.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -505284.250000 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -505284.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -505411.406250 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -505411.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -505531.343750 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -505531.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -505626.031250 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -505626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -505715.343750 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -505715.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -505786.218750 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -505786.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -505848.656250 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -505848.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -505895.437500 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -505895.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -505932.250000 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -505932.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -505958.500000 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -505958.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -505984.687500 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -505984.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -506002.093750 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -506002.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -506014.843750 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -506014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -506026.343750 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -506026.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -506037.000000 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -506037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -506049.406250 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -506049.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -506064.687500 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -506064.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -506078.656250 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -506078.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -506090.625000 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -506090.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506095.031250 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -506095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -506101.687500 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -506101.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -506106.125000 Penalty: 4190.130371
	Iteration 27Q: 3 clusters Score -506106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -506112.718750 Penalty: 4190.130371
	Iteration 28Q: 3 clusters Score -506112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -506119.625000 Penalty: 4190.130371
	Iteration 29Q: 3 clusters Score -506119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -506124.687500 Penalty: 4190.130371
	Iteration 30Q: 3 clusters Score -506124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -506132.656250 Penalty: 4190.130371
	Iteration 31Q: 3 clusters Score -506132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -506137.968750 Penalty: 4190.130371
	Iteration 32Q: 3 clusters Score -506138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -506143.093750 Penalty: 4190.130371
	Iteration 33Q: 3 clusters Score -506143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -506147.000000 Penalty: 4190.130371
	Iteration 34Q: 3 clusters Score -506147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -506153.062500 Penalty: 4190.130371
	Iteration 35Q: 3 clusters Score -506153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -506158.625000 Penalty: 4190.130371
	Iteration 36Q: 3 clusters Score -506158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -506167.593750 Penalty: 4190.130371
	Iteration 37Q: 3 clusters Score -506167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -506173.875000 Penalty: 4190.130371
	Iteration 38Q: 3 clusters Score -506173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -506177.468750 Penalty: 4190.130371
	Iteration 39Q: 3 clusters Score -506177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -506183.437500 Penalty: 4190.130371
	Iteration 40F: 3 clusters Score -506183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -506188.500000 Penalty: 4190.130371
	Iteration 41Q: 3 clusters Score -506188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -506191.843750 Penalty: 4190.130371
	Iteration 42Q: 3 clusters Score -506191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -506193.593750 Penalty: 4190.130371
	Iteration 43Q: 3 clusters Score -506193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -506196.031250 Penalty: 4190.130371
	Iteration 44Q: 3 clusters Score -506196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -506197.562500 Penalty: 4190.130371
	Iteration 45Q: 3 clusters Score -506197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -506197.562500 Penalty: 4190.130371
	Iteration 46F: 3 clusters Score -506197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -270909.343750 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -270909.3 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 1083 members 
Entering Unmasked Estep 
Score: -268197.062500 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -268197.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268698.468750 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -268698.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268828.062500 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -268828.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -268892.343750 Penalty: 3806.610107
	Iteration 3Q: 3 clusters Score -268892.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268922.687500 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -268922.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268938.875000 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -268938.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268950.500000 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -268950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268958.687500 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -268958.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268967.812500 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -268967.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268979.718750 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -268979.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268985.875000 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -268985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268991.531250 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -268991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268997.156250 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -268997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -269006.031250 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -269006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269009.718750 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -269009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -269012.562500 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -269012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -269014.187500 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -269014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -269014.875000 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -269014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269016.000000 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -269016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269017.375000 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -269017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -269017.687500 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -269017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -269018.281250 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -269018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -269018.281250 Penalty: 3806.610107
	Iteration 22F: 3 clusters Score -269018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Entering Unmasked Estep 
Score: -3242180.250000 Penalty: 2518.783447
	Iteration 0F: 2 clusters Score -3242180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3224325.750000 Penalty: 5037.566895
	Iteration 0F: 3 clusters Score -3224326 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3230787.250000 Penalty: 5037.566895
	Iteration 1F: 3 clusters Score -3230787 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3231336.000000 Penalty: 5037.566895
	Iteration 2F: 3 clusters Score -3231336 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3231890.250000 Penalty: 5037.566895
	Iteration 3Q: 3 clusters Score -3231890 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3232512.250000 Penalty: 5037.566895
	Iteration 4Q: 3 clusters Score -3232512 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3233191.500000 Penalty: 5037.566895
	Iteration 5Q: 3 clusters Score -3233192 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3234048.250000 Penalty: 5037.566895
	Iteration 6F: 3 clusters Score -3234048 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3235113.500000 Penalty: 5037.566895
	Iteration 7F: 3 clusters Score -3235114 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3236288.500000 Penalty: 5037.566895
	Iteration 8F: 3 clusters Score -3236288 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3237404.750000 Penalty: 5037.566895
	Iteration 9F: 3 clusters Score -3237405 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3238233.500000 Penalty: 5037.566895
	Iteration 10Q: 3 clusters Score -3238234 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3238687.500000 Penalty: 5037.566895
	Iteration 11Q: 3 clusters Score -3238688 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3238955.500000 Penalty: 5037.566895
	Iteration 12Q: 3 clusters Score -3238956 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3239113.750000 Penalty: 5037.566895
	Iteration 13Q: 3 clusters Score -3239114 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3239252.000000 Penalty: 5037.566895
	Iteration 14Q: 3 clusters Score -3239252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3239357.000000 Penalty: 5037.566895
	Iteration 15Q: 3 clusters Score -3239357 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3239445.250000 Penalty: 5037.566895
	Iteration 16Q: 3 clusters Score -3239445 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3239547.000000 Penalty: 5037.566895
	Iteration 17Q: 3 clusters Score -3239547 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3239622.750000 Penalty: 5037.566895
	Iteration 18Q: 3 clusters Score -3239623 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3239695.750000 Penalty: 5037.566895
	Iteration 19Q: 3 clusters Score -3239696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3239750.250000 Penalty: 5037.566895
	Iteration 20F: 3 clusters Score -3239750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3239799.000000 Penalty: 5037.566895
	Iteration 21Q: 3 clusters Score -3239799 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3239847.750000 Penalty: 5037.566895
	Iteration 22Q: 3 clusters Score -3239848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3239868.500000 Penalty: 5037.566895
	Iteration 23Q: 3 clusters Score -3239868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3239898.000000 Penalty: 5037.566895
	Iteration 24Q: 3 clusters Score -3239898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3239918.750000 Penalty: 5037.566895
	Iteration 25Q: 3 clusters Score -3239919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3239936.500000 Penalty: 5037.566895
	Iteration 26Q: 3 clusters Score -3239936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3239963.000000 Penalty: 5037.566895
	Iteration 27Q: 3 clusters Score -3239963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3239998.250000 Penalty: 5037.566895
	Iteration 28Q: 3 clusters Score -3239998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3240019.750000 Penalty: 5037.566895
	Iteration 29Q: 3 clusters Score -3240020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3240038.000000 Penalty: 5037.566895
	Iteration 30Q: 3 clusters Score -3240038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3240060.250000 Penalty: 5037.566895
	Iteration 31Q: 3 clusters Score -3240060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3240073.000000 Penalty: 5037.566895
	Iteration 32Q: 3 clusters Score -3240073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3240094.250000 Penalty: 5037.566895
	Iteration 33Q: 3 clusters Score -3240094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3240109.000000 Penalty: 5037.566895
	Iteration 34Q: 3 clusters Score -3240109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3240111.250000 Penalty: 5037.566895
	Iteration 35Q: 3 clusters Score -3240111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3240136.500000 Penalty: 5037.566895
	Iteration 36Q: 3 clusters Score -3240136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3240149.750000 Penalty: 5037.566895
	Iteration 37Q: 3 clusters Score -3240150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3240156.500000 Penalty: 5037.566895
	Iteration 38Q: 3 clusters Score -3240156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3240172.250000 Penalty: 5037.566895
	Iteration 39Q: 3 clusters Score -3240172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3240176.500000 Penalty: 5037.566895
	Iteration 40F: 3 clusters Score -3240176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3240180.500000 Penalty: 5037.566895
	Iteration 41Q: 3 clusters Score -3240180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3240194.500000 Penalty: 5037.566895
	Iteration 42Q: 3 clusters Score -3240194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3240206.750000 Penalty: 5037.566895
	Iteration 43Q: 3 clusters Score -3240207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3240221.000000 Penalty: 5037.566895
	Iteration 44Q: 3 clusters Score -3240221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3240224.500000 Penalty: 5037.566895
	Iteration 45Q: 3 clusters Score -3240224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3240225.750000 Penalty: 5037.566895
	Iteration 46Q: 3 clusters Score -3240226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3240236.000000 Penalty: 5037.566895
	Iteration 47Q: 3 clusters Score -3240236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3240239.500000 Penalty: 5037.566895
	Iteration 48Q: 3 clusters Score -3240240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3240244.000000 Penalty: 5037.566895
	Iteration 49Q: 3 clusters Score -3240244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3240248.500000 Penalty: 5037.566895
	Iteration 50Q: 3 clusters Score -3240248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3240249.750000 Penalty: 5037.566895
	Iteration 51Q: 3 clusters Score -3240250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3240249.000000 Penalty: 5037.566895
	Iteration 52Q: 3 clusters Score -3240249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3240251.750000 Penalty: 5037.566895
	Iteration 53Q: 3 clusters Score -3240252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3240256.750000 Penalty: 5037.566895
	Iteration 54Q: 3 clusters Score -3240257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3240264.500000 Penalty: 5037.566895
	Iteration 55Q: 3 clusters Score -3240264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3240268.750000 Penalty: 5037.566895
	Iteration 56Q: 3 clusters Score -3240269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3240273.500000 Penalty: 5037.566895
	Iteration 57Q: 3 clusters Score -3240274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3240281.000000 Penalty: 5037.566895
	Iteration 58Q: 3 clusters Score -3240281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3240286.500000 Penalty: 5037.566895
	Iteration 59Q: 3 clusters Score -3240286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3240286.750000 Penalty: 5037.566895
	Iteration 60F: 3 clusters Score -3240287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3240285.000000 Penalty: 5037.566895
	Iteration 61Q: 3 clusters Score -3240285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3240282.500000 Penalty: 5037.566895
	Iteration 62Q: 3 clusters Score -3240282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3240282.500000 Penalty: 5037.566895
	Iteration 63F: 3 clusters Score -3240282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (212711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212711 members 
Entering Unmasked Estep 
Score: -26730716.000000 Penalty: 3042.386963
	Iteration 0F: 2 clusters Score -2.673072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -26588338.000000 Penalty: 6084.773926
	Iteration 0F: 3 clusters Score -2.658834e+07 nChanged 102357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -26648214.000000 Penalty: 6084.773926
	Iteration 1F: 3 clusters Score -2.664821e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -26649510.000000 Penalty: 6084.773926
	Iteration 2Q: 3 clusters Score -2.664951e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -26651842.000000 Penalty: 6084.773926
	Iteration 3Q: 3 clusters Score -2.665184e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132094 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -26656164.000000 Penalty: 6084.773926
	Iteration 4Q: 3 clusters Score -2.665616e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -26664702.000000 Penalty: 6084.773926
	Iteration 5F: 3 clusters Score -2.66647e+07 nChanged 18873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -26679970.000000 Penalty: 6084.773926
	Iteration 6F: 3 clusters Score -2.667997e+07 nChanged 20870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -26700520.000000 Penalty: 6084.773926
	Iteration 7F: 3 clusters Score -2.670052e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202039 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -26717422.000000 Penalty: 6084.773926
	Iteration 8F: 3 clusters Score -2.671742e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209748 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -26725052.000000 Penalty: 6084.773926
	Iteration 9Q: 3 clusters Score -2.672505e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211996 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26727142.000000 Penalty: 6084.773926
	Iteration 10Q: 3 clusters Score -2.672714e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212451 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26727726.000000 Penalty: 6084.773926
	Iteration 11Q: 3 clusters Score -2.672773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212515 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26727858.000000 Penalty: 6084.773926
	Iteration 12Q: 3 clusters Score -2.672786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212523 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26727928.000000 Penalty: 6084.773926
	Iteration 13Q: 3 clusters Score -2.672793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212526 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26727938.000000 Penalty: 6084.773926
	Iteration 14Q: 3 clusters Score -2.672794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212526 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26727944.000000 Penalty: 6084.773926
	Iteration 15Q: 3 clusters Score -2.672794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212527 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26727956.000000 Penalty: 6084.773926
	Iteration 16Q: 3 clusters Score -2.672796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212526 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26727946.000000 Penalty: 6084.773926
	Iteration 17Q: 3 clusters Score -2.672795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212525 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26727954.000000 Penalty: 6084.773926
	Iteration 18Q: 3 clusters Score -2.672795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212525 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26727954.000000 Penalty: 6084.773926
	Iteration 19F: 3 clusters Score -2.672795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Entering Unmasked Estep 
Score: -1105693.500000 Penalty: 2261.210938
	Iteration 0F: 2 clusters Score -1105694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1098587.125000 Penalty: 4522.421875
	Iteration 0F: 3 clusters Score -1098587 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1100737.875000 Penalty: 4522.421875
	Iteration 1F: 3 clusters Score -1100738 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1101190.625000 Penalty: 4522.421875
	Iteration 2F: 3 clusters Score -1101191 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1101702.125000 Penalty: 4522.421875
	Iteration 3F: 3 clusters Score -1101702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1102277.125000 Penalty: 4522.421875
	Iteration 4F: 3 clusters Score -1102277 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1102840.375000 Penalty: 4522.421875
	Iteration 5F: 3 clusters Score -1102840 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1103348.750000 Penalty: 4522.421875
	Iteration 6F: 3 clusters Score -1103349 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1103743.000000 Penalty: 4522.421875
	Iteration 7F: 3 clusters Score -1103743 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1104023.750000 Penalty: 4522.421875
	Iteration 8Q: 3 clusters Score -1104024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1104227.875000 Penalty: 4522.421875
	Iteration 9Q: 3 clusters Score -1104228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1104383.000000 Penalty: 4522.421875
	Iteration 10Q: 3 clusters Score -1104383 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1104507.125000 Penalty: 4522.421875
	Iteration 11Q: 3 clusters Score -1104507 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1104612.125000 Penalty: 4522.421875
	Iteration 12Q: 3 clusters Score -1104612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1104689.625000 Penalty: 4522.421875
	Iteration 13Q: 3 clusters Score -1104690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1104762.375000 Penalty: 4522.421875
	Iteration 14Q: 3 clusters Score -1104762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1104814.375000 Penalty: 4522.421875
	Iteration 15Q: 3 clusters Score -1104814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1104853.750000 Penalty: 4522.421875
	Iteration 16Q: 3 clusters Score -1104854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1104908.250000 Penalty: 4522.421875
	Iteration 17Q: 3 clusters Score -1104908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1104947.000000 Penalty: 4522.421875
	Iteration 18Q: 3 clusters Score -1104947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1104978.750000 Penalty: 4522.421875
	Iteration 19Q: 3 clusters Score -1104979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1105003.250000 Penalty: 4522.421875
	Iteration 20F: 3 clusters Score -1105003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1105030.875000 Penalty: 4522.421875
	Iteration 21Q: 3 clusters Score -1105031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1105057.250000 Penalty: 4522.421875
	Iteration 22Q: 3 clusters Score -1105057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1105078.375000 Penalty: 4522.421875
	Iteration 23Q: 3 clusters Score -1105078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1105092.750000 Penalty: 4522.421875
	Iteration 24Q: 3 clusters Score -1105093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1105098.875000 Penalty: 4522.421875
	Iteration 25Q: 3 clusters Score -1105099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1105105.625000 Penalty: 4522.421875
	Iteration 26Q: 3 clusters Score -1105106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1105106.250000 Penalty: 4522.421875
	Iteration 27Q: 3 clusters Score -1105106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1105106.125000 Penalty: 4522.421875
	Iteration 28Q: 3 clusters Score -1105106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1105107.250000 Penalty: 4522.421875
	Iteration 29Q: 3 clusters Score -1105107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1105107.375000 Penalty: 4522.421875
	Iteration 30Q: 3 clusters Score -1105107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1105106.125000 Penalty: 4522.421875
	Iteration 31Q: 3 clusters Score -1105106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1105108.125000 Penalty: 4522.421875
	Iteration 32Q: 3 clusters Score -1105108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1105108.125000 Penalty: 4522.421875
	Iteration 33F: 3 clusters Score -1105108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Entering Unmasked Estep 
Score: -18403598.000000 Penalty: 2953.495605
	Iteration 0F: 2 clusters Score -1.84036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -18304064.000000 Penalty: 5906.991211
	Iteration 0F: 3 clusters Score -1.830406e+07 nChanged 71268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -18345542.000000 Penalty: 5906.991211
	Iteration 1F: 3 clusters Score -1.834554e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -18346570.000000 Penalty: 5906.991211
	Iteration 2Q: 3 clusters Score -1.834657e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -18347946.000000 Penalty: 5906.991211
	Iteration 3Q: 3 clusters Score -1.834795e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -18349608.000000 Penalty: 5906.991211
	Iteration 4Q: 3 clusters Score -1.834961e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -18352006.000000 Penalty: 5906.991211
	Iteration 5Q: 3 clusters Score -1.835201e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -18355260.000000 Penalty: 5906.991211
	Iteration 6Q: 3 clusters Score -1.835526e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -18358946.000000 Penalty: 5906.991211
	Iteration 7F: 3 clusters Score -1.835895e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -18362854.000000 Penalty: 5906.991211
	Iteration 8F: 3 clusters Score -1.836285e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -18365990.000000 Penalty: 5906.991211
	Iteration 9F: 3 clusters Score -1.836599e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -18368236.000000 Penalty: 5906.991211
	Iteration 10Q: 3 clusters Score -1.836824e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -18370210.000000 Penalty: 5906.991211
	Iteration 11Q: 3 clusters Score -1.837021e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -18372358.000000 Penalty: 5906.991211
	Iteration 12Q: 3 clusters Score -1.837236e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -18374606.000000 Penalty: 5906.991211
	Iteration 13Q: 3 clusters Score -1.837461e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -18377284.000000 Penalty: 5906.991211
	Iteration 14Q: 3 clusters Score -1.837728e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -18380236.000000 Penalty: 5906.991211
	Iteration 15Q: 3 clusters Score -1.838024e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -18383112.000000 Penalty: 5906.991211
	Iteration 16Q: 3 clusters Score -1.838311e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -18385728.000000 Penalty: 5906.991211
	Iteration 17Q: 3 clusters Score -1.838573e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -18387990.000000 Penalty: 5906.991211
	Iteration 18Q: 3 clusters Score -1.838799e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -18389914.000000 Penalty: 5906.991211
	Iteration 19Q: 3 clusters Score -1.838991e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -18391788.000000 Penalty: 5906.991211
	Iteration 20F: 3 clusters Score -1.839179e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134326 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -18393638.000000 Penalty: 5906.991211
	Iteration 21Q: 3 clusters Score -1.839364e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136959 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -18395214.000000 Penalty: 5906.991211
	Iteration 22Q: 3 clusters Score -1.839521e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -18396526.000000 Penalty: 5906.991211
	Iteration 23Q: 3 clusters Score -1.839653e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -18397636.000000 Penalty: 5906.991211
	Iteration 24Q: 3 clusters Score -1.839764e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -18398574.000000 Penalty: 5906.991211
	Iteration 25Q: 3 clusters Score -1.839857e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -18399192.000000 Penalty: 5906.991211
	Iteration 26Q: 3 clusters Score -1.839919e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -18399614.000000 Penalty: 5906.991211
	Iteration 27Q: 3 clusters Score -1.839961e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -18399908.000000 Penalty: 5906.991211
	Iteration 28Q: 3 clusters Score -1.839991e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -18400182.000000 Penalty: 5906.991211
	Iteration 29Q: 3 clusters Score -1.840018e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146249 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -18400394.000000 Penalty: 5906.991211
	Iteration 30Q: 3 clusters Score -1.840039e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18400510.000000 Penalty: 5906.991211
	Iteration 31Q: 3 clusters Score -1.840051e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18400632.000000 Penalty: 5906.991211
	Iteration 32Q: 3 clusters Score -1.840063e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -18400754.000000 Penalty: 5906.991211
	Iteration 33Q: 3 clusters Score -1.840075e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18400772.000000 Penalty: 5906.991211
	Iteration 34Q: 3 clusters Score -1.840077e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -18400860.000000 Penalty: 5906.991211
	Iteration 35Q: 3 clusters Score -1.840086e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18400926.000000 Penalty: 5906.991211
	Iteration 36Q: 3 clusters Score -1.840093e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -18400958.000000 Penalty: 5906.991211
	Iteration 37Q: 3 clusters Score -1.840096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18400992.000000 Penalty: 5906.991211
	Iteration 38Q: 3 clusters Score -1.840099e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18401042.000000 Penalty: 5906.991211
	Iteration 39Q: 3 clusters Score -1.840104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18401106.000000 Penalty: 5906.991211
	Iteration 40F: 3 clusters Score -1.840111e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18401104.000000 Penalty: 5906.991211
	Iteration 41Q: 3 clusters Score -1.84011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18401120.000000 Penalty: 5906.991211
	Iteration 42Q: 3 clusters Score -1.840112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18401112.000000 Penalty: 5906.991211
	Iteration 43Q: 3 clusters Score -1.840111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18401126.000000 Penalty: 5906.991211
	Iteration 44Q: 3 clusters Score -1.840113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18401120.000000 Penalty: 5906.991211
	Iteration 45Q: 3 clusters Score -1.840112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18401116.000000 Penalty: 5906.991211
	Iteration 46Q: 3 clusters Score -1.840112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18401130.000000 Penalty: 5906.991211
	Iteration 47Q: 3 clusters Score -1.840113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18401134.000000 Penalty: 5906.991211
	Iteration 48Q: 3 clusters Score -1.840113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18401128.000000 Penalty: 5906.991211
	Iteration 49Q: 3 clusters Score -1.840113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18401144.000000 Penalty: 5906.991211
	Iteration 50Q: 3 clusters Score -1.840114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18401152.000000 Penalty: 5906.991211
	Iteration 51Q: 3 clusters Score -1.840115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18401164.000000 Penalty: 5906.991211
	Iteration 52Q: 3 clusters Score -1.840116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147693 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18401164.000000 Penalty: 5906.991211
	Iteration 53Q: 3 clusters Score -1.840116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -18401162.000000 Penalty: 5906.991211
	Iteration 54Q: 3 clusters Score -1.840116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147701 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18401150.000000 Penalty: 5906.991211
	Iteration 55Q: 3 clusters Score -1.840115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18401148.000000 Penalty: 5906.991211
	Iteration 56Q: 3 clusters Score -1.840115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -18401154.000000 Penalty: 5906.991211
	Iteration 57Q: 3 clusters Score -1.840115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18401162.000000 Penalty: 5906.991211
	Iteration 58Q: 3 clusters Score -1.840116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -18401156.000000 Penalty: 5906.991211
	Iteration 59Q: 3 clusters Score -1.840116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18401162.000000 Penalty: 5906.991211
	Iteration 60F: 3 clusters Score -1.840116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18401154.000000 Penalty: 5906.991211
	Iteration 61Q: 3 clusters Score -1.840115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18401160.000000 Penalty: 5906.991211
	Iteration 62Q: 3 clusters Score -1.840116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18401160.000000 Penalty: 5906.991211
	Iteration 63Q: 3 clusters Score -1.840116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18401142.000000 Penalty: 5906.991211
	Iteration 64Q: 3 clusters Score -1.840114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18401144.000000 Penalty: 5906.991211
	Iteration 65Q: 3 clusters Score -1.840114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18401148.000000 Penalty: 5906.991211
	Iteration 66Q: 3 clusters Score -1.840115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18401148.000000 Penalty: 5906.991211
	Iteration 67F: 3 clusters Score -1.840115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Entering Unmasked Estep 
Score: -4011811.250000 Penalty: 2589.281982
	Iteration 0F: 2 clusters Score -4011811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3988302.750000 Penalty: 5178.563965
	Iteration 0F: 3 clusters Score -3988303 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3997099.000000 Penalty: 5178.563965
	Iteration 1F: 3 clusters Score -3997099 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3997789.500000 Penalty: 5178.563965
	Iteration 2F: 3 clusters Score -3997790 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3998569.250000 Penalty: 5178.563965
	Iteration 3Q: 3 clusters Score -3998569 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3999480.750000 Penalty: 5178.563965
	Iteration 4F: 3 clusters Score -3999481 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4000592.250000 Penalty: 5178.563965
	Iteration 5F: 3 clusters Score -4000592 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4001776.500000 Penalty: 5178.563965
	Iteration 6F: 3 clusters Score -4001776 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4002833.500000 Penalty: 5178.563965
	Iteration 7F: 3 clusters Score -4002834 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4003636.000000 Penalty: 5178.563965
	Iteration 8Q: 3 clusters Score -4003636 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4004274.000000 Penalty: 5178.563965
	Iteration 9Q: 3 clusters Score -4004274 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4004847.000000 Penalty: 5178.563965
	Iteration 10Q: 3 clusters Score -4004847 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4005348.500000 Penalty: 5178.563965
	Iteration 11Q: 3 clusters Score -4005348 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4005800.750000 Penalty: 5178.563965
	Iteration 12Q: 3 clusters Score -4005801 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4006221.500000 Penalty: 5178.563965
	Iteration 13Q: 3 clusters Score -4006222 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4006530.500000 Penalty: 5178.563965
	Iteration 14Q: 3 clusters Score -4006530 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4006785.750000 Penalty: 5178.563965
	Iteration 15Q: 3 clusters Score -4006786 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4006988.750000 Penalty: 5178.563965
	Iteration 16Q: 3 clusters Score -4006989 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4007207.000000 Penalty: 5178.563965
	Iteration 17Q: 3 clusters Score -4007207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4007350.750000 Penalty: 5178.563965
	Iteration 18Q: 3 clusters Score -4007351 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4007544.750000 Penalty: 5178.563965
	Iteration 19Q: 3 clusters Score -4007545 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -4007718.500000 Penalty: 5178.563965
	Iteration 20F: 3 clusters Score -4007718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4007876.250000 Penalty: 5178.563965
	Iteration 21Q: 3 clusters Score -4007876 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4008022.500000 Penalty: 5178.563965
	Iteration 22Q: 3 clusters Score -4008022 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4008139.500000 Penalty: 5178.563965
	Iteration 23Q: 3 clusters Score -4008140 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4008254.000000 Penalty: 5178.563965
	Iteration 24Q: 3 clusters Score -4008254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4008345.750000 Penalty: 5178.563965
	Iteration 25Q: 3 clusters Score -4008346 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4008437.750000 Penalty: 5178.563965
	Iteration 26Q: 3 clusters Score -4008438 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4008531.000000 Penalty: 5178.563965
	Iteration 27Q: 3 clusters Score -4008531 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4008602.750000 Penalty: 5178.563965
	Iteration 28Q: 3 clusters Score -4008603 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4008685.250000 Penalty: 5178.563965
	Iteration 29Q: 3 clusters Score -4008685 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4008756.000000 Penalty: 5178.563965
	Iteration 30Q: 3 clusters Score -4008756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4008830.250000 Penalty: 5178.563965
	Iteration 31Q: 3 clusters Score -4008830 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4008915.750000 Penalty: 5178.563965
	Iteration 32Q: 3 clusters Score -4008916 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4008986.250000 Penalty: 5178.563965
	Iteration 33Q: 3 clusters Score -4008986 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4009063.000000 Penalty: 5178.563965
	Iteration 34Q: 3 clusters Score -4009063 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4009113.250000 Penalty: 5178.563965
	Iteration 35Q: 3 clusters Score -4009113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4009157.000000 Penalty: 5178.563965
	Iteration 36Q: 3 clusters Score -4009157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4009193.250000 Penalty: 5178.563965
	Iteration 37Q: 3 clusters Score -4009193 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4009205.750000 Penalty: 5178.563965
	Iteration 38Q: 3 clusters Score -4009206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4009227.500000 Penalty: 5178.563965
	Iteration 39Q: 3 clusters Score -4009228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4009246.500000 Penalty: 5178.563965
	Iteration 40F: 3 clusters Score -4009246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4009273.500000 Penalty: 5178.563965
	Iteration 41Q: 3 clusters Score -4009274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4009279.000000 Penalty: 5178.563965
	Iteration 42Q: 3 clusters Score -4009279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4009266.500000 Penalty: 5178.563965
	Iteration 43Q: 3 clusters Score -4009266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4009278.250000 Penalty: 5178.563965
	Iteration 44Q: 3 clusters Score -4009278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4009280.500000 Penalty: 5178.563965
	Iteration 45Q: 3 clusters Score -4009280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4009292.500000 Penalty: 5178.563965
	Iteration 46Q: 3 clusters Score -4009292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4009286.750000 Penalty: 5178.563965
	Iteration 47Q: 3 clusters Score -4009287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4009283.250000 Penalty: 5178.563965
	Iteration 48Q: 3 clusters Score -4009283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4009291.000000 Penalty: 5178.563965
	Iteration 49Q: 3 clusters Score -4009291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4009292.750000 Penalty: 5178.563965
	Iteration 50Q: 3 clusters Score -4009293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4009293.250000 Penalty: 5178.563965
	Iteration 51Q: 3 clusters Score -4009293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4009296.750000 Penalty: 5178.563965
	Iteration 52Q: 3 clusters Score -4009297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4009292.750000 Penalty: 5178.563965
	Iteration 53Q: 3 clusters Score -4009293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4009288.500000 Penalty: 5178.563965
	Iteration 54Q: 3 clusters Score -4009288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4009284.750000 Penalty: 5178.563965
	Iteration 55Q: 3 clusters Score -4009285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4009285.250000 Penalty: 5178.563965
	Iteration 56Q: 3 clusters Score -4009285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4009285.000000 Penalty: 5178.563965
	Iteration 57Q: 3 clusters Score -4009285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4009286.250000 Penalty: 5178.563965
	Iteration 58Q: 3 clusters Score -4009286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4009286.250000 Penalty: 5178.563965
	Iteration 59F: 3 clusters Score -4009286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 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 333 members 
Entering Unmasked Estep 
Score: -64606.347656 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64606.35 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65114.996094 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -65115 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65547.515625 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65547.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65811.390625 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65811.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65938.781250 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -65938.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66080.515625 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -66080.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66144.757812 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -66144.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66164.007812 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -66164.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66174.695312 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -66174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66188.585938 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -66188.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66208.156250 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -66208.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66218.343750 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -66218.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66225.796875 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -66225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66227.929688 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -66227.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66227.929688 Penalty: 3223.894287
	Iteration 14F: 3 clusters Score -66227.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37492 members 
Mstep: Class 49 contains 426 members 
Entering Unmasked Estep 
Score: -142007024.000000 Penalty: 169800.968750
Splitting cluster 23 changes total score from -142007776.000000 to -142007024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Entering Unmasked Estep 
Score: -4950767.000000 Penalty: 2627.686279
	Iteration 0F: 2 clusters Score -4950767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4923759.500000 Penalty: 5255.372559
	Iteration 0F: 3 clusters Score -4923760 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4934178.500000 Penalty: 5255.372559
	Iteration 1F: 3 clusters Score -4934178 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4935040.500000 Penalty: 5255.372559
	Iteration 2Q: 3 clusters Score -4935040 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4936089.500000 Penalty: 5255.372559
	Iteration 3F: 3 clusters Score -4936090 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4937468.500000 Penalty: 5255.372559
	Iteration 4F: 3 clusters Score -4937468 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4939054.500000 Penalty: 5255.372559
	Iteration 5F: 3 clusters Score -4939054 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4940836.500000 Penalty: 5255.372559
	Iteration 6F: 3 clusters Score -4940836 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4942564.500000 Penalty: 5255.372559
	Iteration 7F: 3 clusters Score -4942564 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -4944014.000000 Penalty: 5255.372559
	Iteration 8F: 3 clusters Score -4944014 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4945285.000000 Penalty: 5255.372559
	Iteration 9Q: 3 clusters Score -4945285 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4946408.500000 Penalty: 5255.372559
	Iteration 10Q: 3 clusters Score -4946408 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4947349.500000 Penalty: 5255.372559
	Iteration 11Q: 3 clusters Score -4947350 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4948062.500000 Penalty: 5255.372559
	Iteration 12Q: 3 clusters Score -4948062 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4948613.000000 Penalty: 5255.372559
	Iteration 13Q: 3 clusters Score -4948613 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4949046.000000 Penalty: 5255.372559
	Iteration 14Q: 3 clusters Score -4949046 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4949430.000000 Penalty: 5255.372559
	Iteration 15Q: 3 clusters Score -4949430 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4949800.500000 Penalty: 5255.372559
	Iteration 16Q: 3 clusters Score -4949800 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4950150.500000 Penalty: 5255.372559
	Iteration 17Q: 3 clusters Score -4950150 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4950496.000000 Penalty: 5255.372559
	Iteration 18Q: 3 clusters Score -4950496 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4950722.500000 Penalty: 5255.372559
	Iteration 19Q: 3 clusters Score -4950722 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4950858.000000 Penalty: 5255.372559
	Iteration 20F: 3 clusters Score -4950858 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4950951.000000 Penalty: 5255.372559
	Iteration 21Q: 3 clusters Score -4950951 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4950973.000000 Penalty: 5255.372559
	Iteration 22Q: 3 clusters Score -4950973 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4951034.000000 Penalty: 5255.372559
	Iteration 23Q: 3 clusters Score -4951034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -4951037.000000 Penalty: 5255.372559
	Iteration 24Q: 3 clusters Score -4951037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4951043.500000 Penalty: 5255.372559
	Iteration 25Q: 3 clusters Score -4951044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4951051.500000 Penalty: 5255.372559
	Iteration 26Q: 3 clusters Score -4951052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4951058.500000 Penalty: 5255.372559
	Iteration 27Q: 3 clusters Score -4951058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4951071.500000 Penalty: 5255.372559
	Iteration 28Q: 3 clusters Score -4951072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4951079.500000 Penalty: 5255.372559
	Iteration 29Q: 3 clusters Score -4951080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4951075.000000 Penalty: 5255.372559
	Iteration 30Q: 3 clusters Score -4951075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4951070.500000 Penalty: 5255.372559
	Iteration 31Q: 3 clusters Score -4951070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4951072.000000 Penalty: 5255.372559
	Iteration 32Q: 3 clusters Score -4951072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4951080.000000 Penalty: 5255.372559
	Iteration 33Q: 3 clusters Score -4951080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4951077.500000 Penalty: 5255.372559
	Iteration 34Q: 3 clusters Score -4951078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4951079.000000 Penalty: 5255.372559
	Iteration 35Q: 3 clusters Score -4951079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4951081.000000 Penalty: 5255.372559
	Iteration 36Q: 3 clusters Score -4951081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4951082.500000 Penalty: 5255.372559
	Iteration 37Q: 3 clusters Score -4951082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4951079.000000 Penalty: 5255.372559
	Iteration 38Q: 3 clusters Score -4951079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4951078.500000 Penalty: 5255.372559
	Iteration 39Q: 3 clusters Score -4951078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4951079.500000 Penalty: 5255.372559
	Iteration 40F: 3 clusters Score -4951080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4951080.000000 Penalty: 5255.372559
	Iteration 41Q: 3 clusters Score -4951080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4951073.500000 Penalty: 5255.372559
	Iteration 42Q: 3 clusters Score -4951074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4951073.500000 Penalty: 5255.372559
	Iteration 43Q: 3 clusters Score -4951074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4951075.000000 Penalty: 5255.372559
	Iteration 44Q: 3 clusters Score -4951075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4951073.500000 Penalty: 5255.372559
	Iteration 45Q: 3 clusters Score -4951074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4951074.500000 Penalty: 5255.372559
	Iteration 46Q: 3 clusters Score -4951074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4951075.000000 Penalty: 5255.372559
	Iteration 47Q: 3 clusters Score -4951075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4951077.000000 Penalty: 5255.372559
	Iteration 48Q: 3 clusters Score -4951077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4951074.000000 Penalty: 5255.372559
	Iteration 49Q: 3 clusters Score -4951074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4951077.500000 Penalty: 5255.372559
	Iteration 50Q: 3 clusters Score -4951078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4951076.000000 Penalty: 5255.372559
	Iteration 51Q: 3 clusters Score -4951076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4951076.000000 Penalty: 5255.372559
	Iteration 52F: 3 clusters Score -4951076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 28569 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37492 members 
Mstep: Class 49 contains 11386 members 
Entering Unmasked Estep 
Score: -142007616.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142007776.000000 to -142007616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -211687.140625 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -211687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -209173.046875 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -209173 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209943.265625 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -209943.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210377.421875 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -210377.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -210700.109375 Penalty: 3749.282959
	Iteration 3F: 3 clusters Score -210700.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210931.343750 Penalty: 3749.282959
	Iteration 4F: 3 clusters Score -210931.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -211079.546875 Penalty: 3749.282959
	Iteration 5Q: 3 clusters Score -211079.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -211190.343750 Penalty: 3749.282959
	Iteration 6Q: 3 clusters Score -211190.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -211325.062500 Penalty: 3749.282959
	Iteration 7Q: 3 clusters Score -211325.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -211567.406250 Penalty: 3749.282959
	Iteration 8Q: 3 clusters Score -211567.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -211873.437500 Penalty: 3749.282959
	Iteration 9Q: 3 clusters Score -211873.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -212060.671875 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -212060.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -212211.015625 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -212211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -212287.437500 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -212287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212296.062500 Penalty: 3749.282959
	Iteration 13Q: 3 clusters Score -212296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212299.218750 Penalty: 3749.282959
	Iteration 14Q: 3 clusters Score -212299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -212304.625000 Penalty: 3749.282959
	Iteration 15Q: 3 clusters Score -212304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212304.906250 Penalty: 3749.282959
	Iteration 16Q: 3 clusters Score -212304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212304.906250 Penalty: 3749.282959
	Iteration 17F: 3 clusters Score -212304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37492 members 
Mstep: Class 49 contains 703 members 
Entering Unmasked Estep 
Score: -142006976.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142007776.000000 to -142006976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Entering Unmasked Estep 
Score: -2540485.750000 Penalty: 2455.406738
	Iteration 0F: 2 clusters Score -2540486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2526474.500000 Penalty: 4910.813477
	Iteration 0F: 3 clusters Score -2526474 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2530996.250000 Penalty: 4910.813477
	Iteration 1F: 3 clusters Score -2530996 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2531403.250000 Penalty: 4910.813477
	Iteration 2F: 3 clusters Score -2531403 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2531736.500000 Penalty: 4910.813477
	Iteration 3Q: 3 clusters Score -2531736 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2531999.250000 Penalty: 4910.813477
	Iteration 4Q: 3 clusters Score -2531999 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2532188.250000 Penalty: 4910.813477
	Iteration 5Q: 3 clusters Score -2532188 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2532348.250000 Penalty: 4910.813477
	Iteration 6Q: 3 clusters Score -2532348 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2532485.500000 Penalty: 4910.813477
	Iteration 7Q: 3 clusters Score -2532486 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2532619.000000 Penalty: 4910.813477
	Iteration 8Q: 3 clusters Score -2532619 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2532782.500000 Penalty: 4910.813477
	Iteration 9Q: 3 clusters Score -2532782 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2532957.000000 Penalty: 4910.813477
	Iteration 10Q: 3 clusters Score -2532957 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2533184.500000 Penalty: 4910.813477
	Iteration 11Q: 3 clusters Score -2533184 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2533503.250000 Penalty: 4910.813477
	Iteration 12Q: 3 clusters Score -2533503 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2533945.000000 Penalty: 4910.813477
	Iteration 13Q: 3 clusters Score -2533945 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2534567.000000 Penalty: 4910.813477
	Iteration 14Q: 3 clusters Score -2534567 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2535364.750000 Penalty: 4910.813477
	Iteration 15F: 3 clusters Score -2535365 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2536240.250000 Penalty: 4910.813477
	Iteration 16F: 3 clusters Score -2536240 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2536927.250000 Penalty: 4910.813477
	Iteration 17Q: 3 clusters Score -2536927 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2537438.250000 Penalty: 4910.813477
	Iteration 18Q: 3 clusters Score -2537438 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2537769.500000 Penalty: 4910.813477
	Iteration 19Q: 3 clusters Score -2537770 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2537987.750000 Penalty: 4910.813477
	Iteration 20F: 3 clusters Score -2537988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2538108.500000 Penalty: 4910.813477
	Iteration 21Q: 3 clusters Score -2538108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2538183.750000 Penalty: 4910.813477
	Iteration 22Q: 3 clusters Score -2538184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2538232.750000 Penalty: 4910.813477
	Iteration 23Q: 3 clusters Score -2538233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2538275.500000 Penalty: 4910.813477
	Iteration 24Q: 3 clusters Score -2538276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2538295.250000 Penalty: 4910.813477
	Iteration 25Q: 3 clusters Score -2538295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2538305.000000 Penalty: 4910.813477
	Iteration 26Q: 3 clusters Score -2538305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2538305.250000 Penalty: 4910.813477
	Iteration 27Q: 3 clusters Score -2538305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2538308.000000 Penalty: 4910.813477
	Iteration 28Q: 3 clusters Score -2538308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2538311.500000 Penalty: 4910.813477
	Iteration 29Q: 3 clusters Score -2538312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2538313.000000 Penalty: 4910.813477
	Iteration 30Q: 3 clusters Score -2538313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2538315.500000 Penalty: 4910.813477
	Iteration 31Q: 3 clusters Score -2538316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2538317.000000 Penalty: 4910.813477
	Iteration 32Q: 3 clusters Score -2538317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2538316.750000 Penalty: 4910.813477
	Iteration 33Q: 3 clusters Score -2538317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2538316.750000 Penalty: 4910.813477
	Iteration 34F: 3 clusters Score -2538317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 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 163 members 
Entering Unmasked Estep 
Score: -29765.910156 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29765.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29999.324219 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -29999.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30194.919922 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -30194.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30356.835938 Penalty: 2862.634766
	Iteration 3F: 3 clusters Score -30356.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30411.050781 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30411.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30464.152344 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30464.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30493.097656 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30502.089844 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30502.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30502.089844 Penalty: 2862.634766
	Iteration 8F: 3 clusters Score -30502.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Entering Unmasked Estep 
Score: -1330217.500000 Penalty: 2309.844482
	Iteration 0F: 2 clusters Score -1330218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1321846.375000 Penalty: 4619.688965
	Iteration 0F: 3 clusters Score -1321846 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1324400.875000 Penalty: 4619.688965
	Iteration 1F: 3 clusters Score -1324401 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1324791.750000 Penalty: 4619.688965
	Iteration 2F: 3 clusters Score -1324792 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1325161.125000 Penalty: 4619.688965
	Iteration 3F: 3 clusters Score -1325161 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1325564.000000 Penalty: 4619.688965
	Iteration 4F: 3 clusters Score -1325564 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1325996.750000 Penalty: 4619.688965
	Iteration 5F: 3 clusters Score -1325997 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1326443.000000 Penalty: 4619.688965
	Iteration 6F: 3 clusters Score -1326443 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1326874.375000 Penalty: 4619.688965
	Iteration 7F: 3 clusters Score -1326874 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1327266.625000 Penalty: 4619.688965
	Iteration 8Q: 3 clusters Score -1327267 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1327595.375000 Penalty: 4619.688965
	Iteration 9Q: 3 clusters Score -1327595 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1327839.125000 Penalty: 4619.688965
	Iteration 10Q: 3 clusters Score -1327839 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1328056.625000 Penalty: 4619.688965
	Iteration 11Q: 3 clusters Score -1328057 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1328274.625000 Penalty: 4619.688965
	Iteration 12Q: 3 clusters Score -1328275 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1328408.625000 Penalty: 4619.688965
	Iteration 13Q: 3 clusters Score -1328409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1328521.000000 Penalty: 4619.688965
	Iteration 14Q: 3 clusters Score -1328521 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1328589.125000 Penalty: 4619.688965
	Iteration 15Q: 3 clusters Score -1328589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1328637.500000 Penalty: 4619.688965
	Iteration 16Q: 3 clusters Score -1328638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1328686.500000 Penalty: 4619.688965
	Iteration 17Q: 3 clusters Score -1328686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1328741.500000 Penalty: 4619.688965
	Iteration 18Q: 3 clusters Score -1328742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1328801.250000 Penalty: 4619.688965
	Iteration 19Q: 3 clusters Score -1328801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1328846.250000 Penalty: 4619.688965
	Iteration 20F: 3 clusters Score -1328846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1328868.125000 Penalty: 4619.688965
	Iteration 21Q: 3 clusters Score -1328868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1328882.000000 Penalty: 4619.688965
	Iteration 22Q: 3 clusters Score -1328882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1328890.625000 Penalty: 4619.688965
	Iteration 23Q: 3 clusters Score -1328891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1328897.125000 Penalty: 4619.688965
	Iteration 24Q: 3 clusters Score -1328897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1328907.250000 Penalty: 4619.688965
	Iteration 25Q: 3 clusters Score -1328907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1328914.250000 Penalty: 4619.688965
	Iteration 26Q: 3 clusters Score -1328914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1328918.250000 Penalty: 4619.688965
	Iteration 27Q: 3 clusters Score -1328918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1328916.625000 Penalty: 4619.688965
	Iteration 28Q: 3 clusters Score -1328917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1328918.125000 Penalty: 4619.688965
	Iteration 29Q: 3 clusters Score -1328918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1328917.125000 Penalty: 4619.688965
	Iteration 30Q: 3 clusters Score -1328917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1328918.375000 Penalty: 4619.688965
	Iteration 31Q: 3 clusters Score -1328918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1328920.250000 Penalty: 4619.688965
	Iteration 32Q: 3 clusters Score -1328920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1328922.875000 Penalty: 4619.688965
	Iteration 33Q: 3 clusters Score -1328923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1328922.875000 Penalty: 4619.688965
	Iteration 34Q: 3 clusters Score -1328923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1328924.625000 Penalty: 4619.688965
	Iteration 35Q: 3 clusters Score -1328925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1328927.125000 Penalty: 4619.688965
	Iteration 36Q: 3 clusters Score -1328927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1328928.000000 Penalty: 4619.688965
	Iteration 37Q: 3 clusters Score -1328928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1328926.625000 Penalty: 4619.688965
	Iteration 38Q: 3 clusters Score -1328927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1328925.500000 Penalty: 4619.688965
	Iteration 39Q: 3 clusters Score -1328926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1328923.625000 Penalty: 4619.688965
	Iteration 40F: 3 clusters Score -1328924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Entering Unmasked Estep 
Score: -1585311.250000 Penalty: 2348.562256
	Iteration 0F: 2 clusters Score -1585311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1575879.375000 Penalty: 4697.124512
	Iteration 0F: 3 clusters Score -1575879 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1579393.375000 Penalty: 4697.124512
	Iteration 1F: 3 clusters Score -1579393 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1580244.625000 Penalty: 4697.124512
	Iteration 2F: 3 clusters Score -1580245 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1581185.625000 Penalty: 4697.124512
	Iteration 3F: 3 clusters Score -1581186 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1582074.500000 Penalty: 4697.124512
	Iteration 4F: 3 clusters Score -1582074 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1582733.000000 Penalty: 4697.124512
	Iteration 5F: 3 clusters Score -1582733 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1583125.750000 Penalty: 4697.124512
	Iteration 6F: 3 clusters Score -1583126 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1583379.000000 Penalty: 4697.124512
	Iteration 7Q: 3 clusters Score -1583379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1583507.000000 Penalty: 4697.124512
	Iteration 8Q: 3 clusters Score -1583507 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1583580.375000 Penalty: 4697.124512
	Iteration 9Q: 3 clusters Score -1583580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1583647.125000 Penalty: 4697.124512
	Iteration 10Q: 3 clusters Score -1583647 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1583703.375000 Penalty: 4697.124512
	Iteration 11Q: 3 clusters Score -1583703 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1583759.750000 Penalty: 4697.124512
	Iteration 12Q: 3 clusters Score -1583760 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1583807.375000 Penalty: 4697.124512
	Iteration 13Q: 3 clusters Score -1583807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1583847.375000 Penalty: 4697.124512
	Iteration 14Q: 3 clusters Score -1583847 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1583902.125000 Penalty: 4697.124512
	Iteration 15Q: 3 clusters Score -1583902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1583954.000000 Penalty: 4697.124512
	Iteration 16Q: 3 clusters Score -1583954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1584013.625000 Penalty: 4697.124512
	Iteration 17Q: 3 clusters Score -1584014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1584088.625000 Penalty: 4697.124512
	Iteration 18Q: 3 clusters Score -1584089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1584144.750000 Penalty: 4697.124512
	Iteration 19Q: 3 clusters Score -1584145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1584191.750000 Penalty: 4697.124512
	Iteration 20F: 3 clusters Score -1584192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1584233.375000 Penalty: 4697.124512
	Iteration 21Q: 3 clusters Score -1584233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1584269.500000 Penalty: 4697.124512
	Iteration 22Q: 3 clusters Score -1584270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1584307.875000 Penalty: 4697.124512
	Iteration 23Q: 3 clusters Score -1584308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1584344.625000 Penalty: 4697.124512
	Iteration 24Q: 3 clusters Score -1584345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1584379.625000 Penalty: 4697.124512
	Iteration 25Q: 3 clusters Score -1584380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1584411.250000 Penalty: 4697.124512
	Iteration 26Q: 3 clusters Score -1584411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1584428.250000 Penalty: 4697.124512
	Iteration 27Q: 3 clusters Score -1584428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1584450.375000 Penalty: 4697.124512
	Iteration 28Q: 3 clusters Score -1584450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1584458.750000 Penalty: 4697.124512
	Iteration 29Q: 3 clusters Score -1584459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1584468.625000 Penalty: 4697.124512
	Iteration 30Q: 3 clusters Score -1584469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1584476.375000 Penalty: 4697.124512
	Iteration 31Q: 3 clusters Score -1584476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1584482.500000 Penalty: 4697.124512
	Iteration 32Q: 3 clusters Score -1584482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1584490.250000 Penalty: 4697.124512
	Iteration 33Q: 3 clusters Score -1584490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1584494.875000 Penalty: 4697.124512
	Iteration 34Q: 3 clusters Score -1584495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1584505.250000 Penalty: 4697.124512
	Iteration 35Q: 3 clusters Score -1584505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1584502.875000 Penalty: 4697.124512
	Iteration 36Q: 3 clusters Score -1584503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1584507.375000 Penalty: 4697.124512
	Iteration 37Q: 3 clusters Score -1584507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1584507.000000 Penalty: 4697.124512
	Iteration 38Q: 3 clusters Score -1584507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1584508.750000 Penalty: 4697.124512
	Iteration 39Q: 3 clusters Score -1584509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1584508.500000 Penalty: 4697.124512
	Iteration 40F: 3 clusters Score -1584508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1584510.875000 Penalty: 4697.124512
	Iteration 41Q: 3 clusters Score -1584511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1584514.750000 Penalty: 4697.124512
	Iteration 42Q: 3 clusters Score -1584515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1584515.500000 Penalty: 4697.124512
	Iteration 43Q: 3 clusters Score -1584516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1584516.125000 Penalty: 4697.124512
	Iteration 44Q: 3 clusters Score -1584516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1584517.000000 Penalty: 4697.124512
	Iteration 45Q: 3 clusters Score -1584517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1584518.625000 Penalty: 4697.124512
	Iteration 46Q: 3 clusters Score -1584519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1584521.750000 Penalty: 4697.124512
	Iteration 47Q: 3 clusters Score -1584522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1584521.750000 Penalty: 4697.124512
	Iteration 48Q: 3 clusters Score -1584522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1584521.000000 Penalty: 4697.124512
	Iteration 49Q: 3 clusters Score -1584521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1584523.000000 Penalty: 4697.124512
	Iteration 50Q: 3 clusters Score -1584523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1584524.875000 Penalty: 4697.124512
	Iteration 51Q: 3 clusters Score -1584525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1584532.750000 Penalty: 4697.124512
	Iteration 52Q: 3 clusters Score -1584533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1584534.500000 Penalty: 4697.124512
	Iteration 53Q: 3 clusters Score -1584534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1584533.875000 Penalty: 4697.124512
	Iteration 54Q: 3 clusters Score -1584534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1584537.375000 Penalty: 4697.124512
	Iteration 55Q: 3 clusters Score -1584537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1584538.500000 Penalty: 4697.124512
	Iteration 56Q: 3 clusters Score -1584538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1584538.125000 Penalty: 4697.124512
	Iteration 57Q: 3 clusters Score -1584538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1584539.750000 Penalty: 4697.124512
	Iteration 58Q: 3 clusters Score -1584540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1584539.750000 Penalty: 4697.124512
	Iteration 59Q: 3 clusters Score -1584540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1584539.125000 Penalty: 4697.124512
	Iteration 60F: 3 clusters Score -1584539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1584541.000000 Penalty: 4697.124512
	Iteration 61Q: 3 clusters Score -1584541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1584543.875000 Penalty: 4697.124512
	Iteration 62Q: 3 clusters Score -1584544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1584545.250000 Penalty: 4697.124512
	Iteration 63Q: 3 clusters Score -1584545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1584545.000000 Penalty: 4697.124512
	Iteration 64Q: 3 clusters Score -1584545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1584545.000000 Penalty: 4697.124512
	Iteration 65F: 3 clusters Score -1584545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -643074.750000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -643074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -638520.500000 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -638520.5 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -639623.875000 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -639623.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -639796.500000 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -639796.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -639914.250000 Penalty: 4232.498535
	Iteration 3Q: 3 clusters Score -639914.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -640033.625000 Penalty: 4232.498535
	Iteration 4Q: 3 clusters Score -640033.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -640184.375000 Penalty: 4232.498535
	Iteration 5Q: 3 clusters Score -640184.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -640328.562500 Penalty: 4232.498535
	Iteration 6Q: 3 clusters Score -640328.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640458.062500 Penalty: 4232.498535
	Iteration 7Q: 3 clusters Score -640458.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -640622.187500 Penalty: 4232.498535
	Iteration 8Q: 3 clusters Score -640622.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -640830.125000 Penalty: 4232.498535
	Iteration 9F: 3 clusters Score -640830.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -641040.187500 Penalty: 4232.498535
	Iteration 10F: 3 clusters Score -641040.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -641224.625000 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -641224.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -641368.062500 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -641368.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -641459.875000 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -641459.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -641524.375000 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -641524.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -641571.000000 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -641571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -641616.437500 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -641616.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -641641.937500 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -641641.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -641659.500000 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -641659.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -641674.062500 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -641674.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -641686.500000 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -641686.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -641696.437500 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -641696.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -641701.375000 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -641701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -641706.000000 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -641706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -641708.125000 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -641708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -641710.187500 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -641710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -641712.125000 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -641712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -641714.375000 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -641714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -641718.875000 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -641718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -641722.187500 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -641722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -641724.000000 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -641724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -641728.125000 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -641728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -641730.375000 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -641730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -641731.937500 Penalty: 4232.498535
	Iteration 33Q: 3 clusters Score -641731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -641734.250000 Penalty: 4232.498535
	Iteration 34Q: 3 clusters Score -641734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -641736.812500 Penalty: 4232.498535
	Iteration 35Q: 3 clusters Score -641736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -641736.250000 Penalty: 4232.498535
	Iteration 36Q: 3 clusters Score -641736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -641738.625000 Penalty: 4232.498535
	Iteration 37Q: 3 clusters Score -641738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -641740.000000 Penalty: 4232.498535
	Iteration 38Q: 3 clusters Score -641740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -641741.375000 Penalty: 4232.498535
	Iteration 39Q: 3 clusters Score -641741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -641741.250000 Penalty: 4232.498535
	Iteration 40F: 3 clusters Score -641741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -641744.125000 Penalty: 4232.498535
	Iteration 41Q: 3 clusters Score -641744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -641745.312500 Penalty: 4232.498535
	Iteration 42Q: 3 clusters Score -641745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -641750.062500 Penalty: 4232.498535
	Iteration 43Q: 3 clusters Score -641750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -641752.000000 Penalty: 4232.498535
	Iteration 44Q: 3 clusters Score -641752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -641755.062500 Penalty: 4232.498535
	Iteration 45Q: 3 clusters Score -641755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -641757.687500 Penalty: 4232.498535
	Iteration 46Q: 3 clusters Score -641757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -641760.437500 Penalty: 4232.498535
	Iteration 47Q: 3 clusters Score -641760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -641761.125000 Penalty: 4232.498535
	Iteration 48Q: 3 clusters Score -641761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -641761.187500 Penalty: 4232.498535
	Iteration 49Q: 3 clusters Score -641761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -641761.187500 Penalty: 4232.498535
	Iteration 50F: 3 clusters Score -641761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -687426.000000 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -687426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -682549.250000 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -682549.2 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -683730.500000 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -683730.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -683960.875000 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -683960.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -684107.500000 Penalty: 4268.271973
	Iteration 3F: 3 clusters Score -684107.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -684205.312500 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -684205.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -684292.812500 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -684292.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -684365.812500 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -684365.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -684423.125000 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -684423.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -684488.000000 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -684488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -684555.562500 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -684555.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -684612.875000 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -684612.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -684666.875000 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -684666.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -684734.875000 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -684734.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -684813.750000 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -684813.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -684898.812500 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -684898.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -684983.500000 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -684983.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -685065.062500 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -685065.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -685160.062500 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -685160.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -685236.937500 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -685236.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -685311.687500 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -685311.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -685370.687500 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -685370.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -685407.500000 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -685407.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -685427.875000 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -685427.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -685450.000000 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -685450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -685469.250000 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -685469.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -685494.625000 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -685494.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -685512.875000 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -685512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -685527.937500 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -685527.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -685540.875000 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -685540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -685551.500000 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -685551.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -685561.187500 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -685561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -685567.937500 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -685567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -685574.000000 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -685574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -685579.187500 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -685579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -685584.562500 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -685584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -685587.062500 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -685587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -685589.437500 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -685589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -685591.437500 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -685591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -685593.062500 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -685593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -685595.875000 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -685595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -685598.187500 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -685598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -685601.000000 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -685601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -685602.062500 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -685602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -685602.625000 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -685602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -685604.687500 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -685604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -685604.875000 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -685604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -685608.562500 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -685608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -685612.375000 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -685612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -685613.375000 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -685613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -685613.375000 Penalty: 4268.271973
	Iteration 49F: 3 clusters Score -685613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Entering Unmasked Estep 
Score: -2026535.000000 Penalty: 2421.485352
	Iteration 0F: 2 clusters Score -2026535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2014217.750000 Penalty: 4842.970703
	Iteration 0F: 3 clusters Score -2014218 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2018389.625000 Penalty: 4842.970703
	Iteration 1F: 3 clusters Score -2018390 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2019048.250000 Penalty: 4842.970703
	Iteration 2F: 3 clusters Score -2019048 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2019645.500000 Penalty: 4842.970703
	Iteration 3F: 3 clusters Score -2019646 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2020163.500000 Penalty: 4842.970703
	Iteration 4F: 3 clusters Score -2020164 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2020699.500000 Penalty: 4842.970703
	Iteration 5F: 3 clusters Score -2020700 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2021251.500000 Penalty: 4842.970703
	Iteration 6F: 3 clusters Score -2021252 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2021837.375000 Penalty: 4842.970703
	Iteration 7Q: 3 clusters Score -2021837 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2022383.125000 Penalty: 4842.970703
	Iteration 8Q: 3 clusters Score -2022383 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2022839.000000 Penalty: 4842.970703
	Iteration 9Q: 3 clusters Score -2022839 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2023169.000000 Penalty: 4842.970703
	Iteration 10Q: 3 clusters Score -2023169 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2023389.500000 Penalty: 4842.970703
	Iteration 11Q: 3 clusters Score -2023390 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2023523.125000 Penalty: 4842.970703
	Iteration 12Q: 3 clusters Score -2023523 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2023620.750000 Penalty: 4842.970703
	Iteration 13Q: 3 clusters Score -2023621 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2023672.375000 Penalty: 4842.970703
	Iteration 14Q: 3 clusters Score -2023672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2023737.000000 Penalty: 4842.970703
	Iteration 15Q: 3 clusters Score -2023737 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2023786.000000 Penalty: 4842.970703
	Iteration 16Q: 3 clusters Score -2023786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2023831.500000 Penalty: 4842.970703
	Iteration 17Q: 3 clusters Score -2023832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2023869.875000 Penalty: 4842.970703
	Iteration 18Q: 3 clusters Score -2023870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2023892.125000 Penalty: 4842.970703
	Iteration 19Q: 3 clusters Score -2023892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2023920.250000 Penalty: 4842.970703
	Iteration 20F: 3 clusters Score -2023920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2023945.625000 Penalty: 4842.970703
	Iteration 21Q: 3 clusters Score -2023946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2023965.000000 Penalty: 4842.970703
	Iteration 22Q: 3 clusters Score -2023965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2023984.000000 Penalty: 4842.970703
	Iteration 23Q: 3 clusters Score -2023984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2024012.125000 Penalty: 4842.970703
	Iteration 24Q: 3 clusters Score -2024012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2024046.375000 Penalty: 4842.970703
	Iteration 25Q: 3 clusters Score -2024046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2024071.000000 Penalty: 4842.970703
	Iteration 26Q: 3 clusters Score -2024071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2024083.750000 Penalty: 4842.970703
	Iteration 27Q: 3 clusters Score -2024084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2024108.250000 Penalty: 4842.970703
	Iteration 28Q: 3 clusters Score -2024108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2024136.375000 Penalty: 4842.970703
	Iteration 29Q: 3 clusters Score -2024136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2024168.875000 Penalty: 4842.970703
	Iteration 30Q: 3 clusters Score -2024169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2024222.875000 Penalty: 4842.970703
	Iteration 31Q: 3 clusters Score -2024223 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2024280.125000 Penalty: 4842.970703
	Iteration 32Q: 3 clusters Score -2024280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2024341.375000 Penalty: 4842.970703
	Iteration 33Q: 3 clusters Score -2024341 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2024398.625000 Penalty: 4842.970703
	Iteration 34Q: 3 clusters Score -2024399 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2024445.625000 Penalty: 4842.970703
	Iteration 35Q: 3 clusters Score -2024446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2024499.250000 Penalty: 4842.970703
	Iteration 36Q: 3 clusters Score -2024499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2024543.125000 Penalty: 4842.970703
	Iteration 37Q: 3 clusters Score -2024543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2024579.625000 Penalty: 4842.970703
	Iteration 38Q: 3 clusters Score -2024580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2024603.250000 Penalty: 4842.970703
	Iteration 39Q: 3 clusters Score -2024603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2024626.375000 Penalty: 4842.970703
	Iteration 40F: 3 clusters Score -2024626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2024649.250000 Penalty: 4842.970703
	Iteration 41Q: 3 clusters Score -2024649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2024664.250000 Penalty: 4842.970703
	Iteration 42Q: 3 clusters Score -2024664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2024675.625000 Penalty: 4842.970703
	Iteration 43Q: 3 clusters Score -2024676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2024678.625000 Penalty: 4842.970703
	Iteration 44Q: 3 clusters Score -2024679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2024690.000000 Penalty: 4842.970703
	Iteration 45Q: 3 clusters Score -2024690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2024701.000000 Penalty: 4842.970703
	Iteration 46Q: 3 clusters Score -2024701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2024701.125000 Penalty: 4842.970703
	Iteration 47Q: 3 clusters Score -2024701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2024706.500000 Penalty: 4842.970703
	Iteration 48Q: 3 clusters Score -2024706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2024714.375000 Penalty: 4842.970703
	Iteration 49Q: 3 clusters Score -2024714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2024721.000000 Penalty: 4842.970703
	Iteration 50Q: 3 clusters Score -2024721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2024734.250000 Penalty: 4842.970703
	Iteration 51Q: 3 clusters Score -2024734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2024742.500000 Penalty: 4842.970703
	Iteration 52Q: 3 clusters Score -2024742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2024748.625000 Penalty: 4842.970703
	Iteration 53Q: 3 clusters Score -2024749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2024755.125000 Penalty: 4842.970703
	Iteration 54Q: 3 clusters Score -2024755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2024759.750000 Penalty: 4842.970703
	Iteration 55Q: 3 clusters Score -2024760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2024764.750000 Penalty: 4842.970703
	Iteration 56Q: 3 clusters Score -2024765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2024767.125000 Penalty: 4842.970703
	Iteration 57Q: 3 clusters Score -2024767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2024769.250000 Penalty: 4842.970703
	Iteration 58Q: 3 clusters Score -2024769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2024779.750000 Penalty: 4842.970703
	Iteration 59Q: 3 clusters Score -2024780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2024776.500000 Penalty: 4842.970703
	Iteration 60F: 3 clusters Score -2024776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2024781.125000 Penalty: 4842.970703
	Iteration 61Q: 3 clusters Score -2024781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2024779.875000 Penalty: 4842.970703
	Iteration 62Q: 3 clusters Score -2024780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2024779.750000 Penalty: 4842.970703
	Iteration 63Q: 3 clusters Score -2024780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2024781.375000 Penalty: 4842.970703
	Iteration 64Q: 3 clusters Score -2024781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2024788.750000 Penalty: 4842.970703
	Iteration 65Q: 3 clusters Score -2024789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2024792.125000 Penalty: 4842.970703
	Iteration 66Q: 3 clusters Score -2024792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2024799.375000 Penalty: 4842.970703
	Iteration 67Q: 3 clusters Score -2024799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2024803.500000 Penalty: 4842.970703
	Iteration 68Q: 3 clusters Score -2024804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2024810.000000 Penalty: 4842.970703
	Iteration 69Q: 3 clusters Score -2024810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2024811.375000 Penalty: 4842.970703
	Iteration 70Q: 3 clusters Score -2024811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2024815.500000 Penalty: 4842.970703
	Iteration 71Q: 3 clusters Score -2024816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2024816.625000 Penalty: 4842.970703
	Iteration 72Q: 3 clusters Score -2024817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2024817.750000 Penalty: 4842.970703
	Iteration 73Q: 3 clusters Score -2024818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2024817.625000 Penalty: 4842.970703
	Iteration 74Q: 3 clusters Score -2024818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2024819.625000 Penalty: 4842.970703
	Iteration 75Q: 3 clusters Score -2024820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2024820.500000 Penalty: 4842.970703
	Iteration 76Q: 3 clusters Score -2024820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2024821.875000 Penalty: 4842.970703
	Iteration 77Q: 3 clusters Score -2024822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2024820.500000 Penalty: 4842.970703
	Iteration 78Q: 3 clusters Score -2024820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2024818.125000 Penalty: 4842.970703
	Iteration 79Q: 3 clusters Score -2024818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2024823.875000 Penalty: 4842.970703
	Iteration 80F: 3 clusters Score -2024824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2024820.375000 Penalty: 4842.970703
	Iteration 81Q: 3 clusters Score -2024820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2024822.875000 Penalty: 4842.970703
	Iteration 82Q: 3 clusters Score -2024823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2024830.625000 Penalty: 4842.970703
	Iteration 83Q: 3 clusters Score -2024831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2024835.000000 Penalty: 4842.970703
	Iteration 84Q: 3 clusters Score -2024835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2024838.000000 Penalty: 4842.970703
	Iteration 85Q: 3 clusters Score -2024838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2024837.000000 Penalty: 4842.970703
	Iteration 86Q: 3 clusters Score -2024837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2024838.750000 Penalty: 4842.970703
	Iteration 87Q: 3 clusters Score -2024839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2024842.375000 Penalty: 4842.970703
	Iteration 88Q: 3 clusters Score -2024842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2024840.500000 Penalty: 4842.970703
	Iteration 89Q: 3 clusters Score -2024840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2024847.375000 Penalty: 4842.970703
	Iteration 90Q: 3 clusters Score -2024847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2024843.250000 Penalty: 4842.970703
	Iteration 91Q: 3 clusters Score -2024843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2024846.375000 Penalty: 4842.970703
	Iteration 92Q: 3 clusters Score -2024846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2024844.500000 Penalty: 4842.970703
	Iteration 93Q: 3 clusters Score -2024844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2024846.375000 Penalty: 4842.970703
	Iteration 94Q: 3 clusters Score -2024846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2024846.375000 Penalty: 4842.970703
	Iteration 95F: 3 clusters Score -2024846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -286265.750000 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -286265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283371.843750 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -283371.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283924.468750 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -283924.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -284075.937500 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -284075.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284163.500000 Penalty: 3854.658447
	Iteration 3Q: 3 clusters Score -284163.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -284230.093750 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -284230.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284274.500000 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -284274.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -284305.687500 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -284305.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284331.562500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -284331.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284356.687500 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -284356.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284382.156250 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -284382.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -284402.375000 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -284402.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -284421.812500 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -284421.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284446.406250 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -284446.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284463.187500 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -284463.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284476.218750 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -284476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284486.906250 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -284486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -284496.656250 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -284496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284505.343750 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -284505.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284514.406250 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -284514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284521.125000 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -284521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284524.687500 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -284524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284532.218750 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -284532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -284537.406250 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -284537.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -284545.531250 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -284545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284550.656250 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -284550.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -284559.062500 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -284559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -284563.406250 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -284563.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -284570.500000 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -284570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -284574.781250 Penalty: 3854.658447
	Iteration 28Q: 3 clusters Score -284574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -284581.812500 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -284581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -284591.375000 Penalty: 3854.658447
	Iteration 30Q: 3 clusters Score -284591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284596.656250 Penalty: 3854.658447
	Iteration 31Q: 3 clusters Score -284596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -284603.343750 Penalty: 3854.658447
	Iteration 32Q: 3 clusters Score -284603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -284609.875000 Penalty: 3854.658447
	Iteration 33Q: 3 clusters Score -284609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -284616.375000 Penalty: 3854.658447
	Iteration 34Q: 3 clusters Score -284616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -284631.625000 Penalty: 3854.658447
	Iteration 35Q: 3 clusters Score -284631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -284647.218750 Penalty: 3854.658447
	Iteration 36Q: 3 clusters Score -284647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -284659.812500 Penalty: 3854.658447
	Iteration 37Q: 3 clusters Score -284659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -284671.718750 Penalty: 3854.658447
	Iteration 38Q: 3 clusters Score -284671.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -284679.625000 Penalty: 3854.658447
	Iteration 39Q: 3 clusters Score -284679.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284685.250000 Penalty: 3854.658447
	Iteration 40F: 3 clusters Score -284685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -284690.500000 Penalty: 3854.658447
	Iteration 41Q: 3 clusters Score -284690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284696.718750 Penalty: 3854.658447
	Iteration 42Q: 3 clusters Score -284696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284703.218750 Penalty: 3854.658447
	Iteration 43Q: 3 clusters Score -284703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -284708.343750 Penalty: 3854.658447
	Iteration 44Q: 3 clusters Score -284708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284712.000000 Penalty: 3854.658447
	Iteration 45Q: 3 clusters Score -284712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -284712.812500 Penalty: 3854.658447
	Iteration 46Q: 3 clusters Score -284712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -284712.812500 Penalty: 3854.658447
	Iteration 47F: 3 clusters Score -284712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -1074951.125000 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -1074951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1068196.750000 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -1068197 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1069913.250000 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -1069913 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1070188.625000 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -1070189 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1070404.125000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -1070404 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1070584.500000 Penalty: 4484.264648
	Iteration 4Q: 3 clusters Score -1070584 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1070753.500000 Penalty: 4484.264648
	Iteration 5Q: 3 clusters Score -1070754 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1070905.500000 Penalty: 4484.264648
	Iteration 6Q: 3 clusters Score -1070906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1071046.125000 Penalty: 4484.264648
	Iteration 7Q: 3 clusters Score -1071046 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1071207.125000 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -1071207 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1071392.750000 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -1071393 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1071553.500000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -1071554 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1071739.250000 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -1071739 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1071936.875000 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -1071937 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1072098.375000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -1072098 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1072252.250000 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -1072252 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1072411.125000 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -1072411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1072554.500000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -1072554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1072655.625000 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -1072656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1072742.625000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -1072743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1072816.875000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -1072817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1072877.625000 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -1072878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1072929.750000 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -1072930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1072970.250000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -1072970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1073005.875000 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -1073006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1073032.750000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -1073033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1073053.375000 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -1073053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1073064.125000 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -1073064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1073071.625000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -1073072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1073078.750000 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -1073079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1073081.625000 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -1073082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1073085.875000 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -1073086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1073085.500000 Penalty: 4484.264648
	Iteration 31Q: 3 clusters Score -1073086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1073084.875000 Penalty: 4484.264648
	Iteration 32Q: 3 clusters Score -1073085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1073084.875000 Penalty: 4484.264648
	Iteration 33F: 3 clusters Score -1073085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -678809.437500 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -678809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -673864.937500 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -673864.9 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -675271.875000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -675271.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -675612.750000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -675612.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -675921.750000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -675921.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -676163.562500 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -676163.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -676395.937500 Penalty: 4289.082520
	Iteration 5Q: 3 clusters Score -676395.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -676609.187500 Penalty: 4289.082520
	Iteration 6Q: 3 clusters Score -676609.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -676800.625000 Penalty: 4289.082520
	Iteration 7Q: 3 clusters Score -676800.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -676955.500000 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -676955.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -677065.437500 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -677065.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -677174.562500 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -677174.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -677258.562500 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -677258.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -677318.750000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -677318.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -677372.312500 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -677372.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -677409.500000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -677409.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -677433.250000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -677433.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -677447.750000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -677447.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -677462.187500 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -677462.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -677475.687500 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -677475.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -677481.875000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -677481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -677484.062500 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -677484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -677486.812500 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -677486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -677489.625000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -677489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -677491.250000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -677491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -677493.437500 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -677493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -677493.250000 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -677493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -677495.062500 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -677495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -677496.187500 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -677496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -677496.500000 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -677496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -677496.625000 Penalty: 4289.082520
	Iteration 29Q: 3 clusters Score -677496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -677497.937500 Penalty: 4289.082520
	Iteration 30Q: 3 clusters Score -677497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -677498.562500 Penalty: 4289.082520
	Iteration 31Q: 3 clusters Score -677498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -677499.625000 Penalty: 4289.082520
	Iteration 32Q: 3 clusters Score -677499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -677498.562500 Penalty: 4289.082520
	Iteration 33Q: 3 clusters Score -677498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -677497.875000 Penalty: 4289.082520
	Iteration 34Q: 3 clusters Score -677497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -677499.687500 Penalty: 4289.082520
	Iteration 35Q: 3 clusters Score -677499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -677499.687500 Penalty: 4289.082520
	Iteration 36F: 3 clusters Score -677499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133265.062500 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133265.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133777.000000 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133777 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134062.937500 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -134062.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -134227.703125 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134227.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134374.109375 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134374.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134478.125000 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134478.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134544.859375 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134544.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -134632.078125 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134632.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -134674.312500 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -134689.296875 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -134699.640625 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134707.375000 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -134711.703125 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134712.953125 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -134712.953125 Penalty: 3513.360352
	Iteration 14F: 3 clusters Score -134713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23925.966797 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23925.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24141.197266 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24221.433594 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -24221.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24259.291016 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24259.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24294.431641 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24294.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24323.875000 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24323.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24356.687500 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24356.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24377.240234 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24377.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24386.806641 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24386.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24422.089844 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24422.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24436.400391 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -24436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24442.621094 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -24442.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24446.277344 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -24446.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24452.810547 Penalty: 2784.111572
	Iteration 13Q: 3 clusters Score -24452.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24455.525391 Penalty: 2784.111572
	Iteration 14Q: 3 clusters Score -24455.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24456.480469 Penalty: 2784.111572
	Iteration 15F: 3 clusters Score -24456.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24464.572266 Penalty: 2784.111572
	Iteration 16Q: 3 clusters Score -24464.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24464.572266 Penalty: 2784.111572
	Iteration 17F: 3 clusters Score -24464.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 191 members 
Entering Unmasked Estep 
Score: -37833.765625 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37833.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37945.621094 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -37945.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37988.125000 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -37988.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38005.617188 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38005.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38026.269531 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38026.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38029.097656 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38029.097656 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -38029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -857825.812500 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -857825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -851959.812500 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -851959.8 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -853509.625000 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -853509.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -853747.875000 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -853747.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -853909.000000 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -853909 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -854025.875000 Penalty: 4393.327637
	Iteration 4Q: 3 clusters Score -854025.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -854106.812500 Penalty: 4393.327637
	Iteration 5Q: 3 clusters Score -854106.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -854174.375000 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -854174.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -854238.187500 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -854238.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -854290.000000 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -854290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -854342.125000 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -854342.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -854401.187500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -854401.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -854473.187500 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -854473.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -854556.562500 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -854556.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -854656.500000 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -854656.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -854767.500000 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -854767.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -854895.625000 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -854895.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -855026.375000 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -855026.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -855142.000000 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -855142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -855256.750000 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -855256.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -855348.062500 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -855348.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -855429.437500 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -855429.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -855498.562500 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -855498.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -855562.062500 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -855562.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -855618.187500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -855618.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -855676.625000 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -855676.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -855722.875000 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -855722.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -855754.375000 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -855754.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -855781.312500 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -855781.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -855814.312500 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -855814.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -855837.750000 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -855837.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -855859.812500 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -855859.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -855871.875000 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -855871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -855881.750000 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -855881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -855888.625000 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -855888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -855896.125000 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -855896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -855900.000000 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -855900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -855904.625000 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -855904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -855912.312500 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -855912.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -855920.437500 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -855920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -855923.562500 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -855923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -855925.812500 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -855925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -855928.250000 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -855928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -855933.687500 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -855933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -855940.250000 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -855940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -855942.812500 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -855942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -855948.625000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -855948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -855953.500000 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -855953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -855953.437500 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -855953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -855956.500000 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -855956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -855958.687500 Penalty: 4393.327637
	Iteration 49Q: 3 clusters Score -855958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -855960.250000 Penalty: 4393.327637
	Iteration 50Q: 3 clusters Score -855960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -855964.687500 Penalty: 4393.327637
	Iteration 51Q: 3 clusters Score -855964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -855966.000000 Penalty: 4393.327637
	Iteration 52Q: 3 clusters Score -855966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -855967.562500 Penalty: 4393.327637
	Iteration 53Q: 3 clusters Score -855967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -855969.312500 Penalty: 4393.327637
	Iteration 54Q: 3 clusters Score -855969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -855968.875000 Penalty: 4393.327637
	Iteration 55Q: 3 clusters Score -855968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -855969.000000 Penalty: 4393.327637
	Iteration 56Q: 3 clusters Score -855969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -855970.562500 Penalty: 4393.327637
	Iteration 57Q: 3 clusters Score -855970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -855972.250000 Penalty: 4393.327637
	Iteration 58Q: 3 clusters Score -855972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -855973.062500 Penalty: 4393.327637
	Iteration 59Q: 3 clusters Score -855973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -855974.500000 Penalty: 4393.327637
	Iteration 60F: 3 clusters Score -855974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -855973.937500 Penalty: 4393.327637
	Iteration 61Q: 3 clusters Score -855973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -855974.062500 Penalty: 4393.327637
	Iteration 62Q: 3 clusters Score -855974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -855974.062500 Penalty: 4393.327637
	Iteration 63F: 3 clusters Score -855974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (193196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Entering Unmasked Estep 
Score: -24292018.000000 Penalty: 3018.522217
	Iteration 0F: 2 clusters Score -2.429202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -24163492.000000 Penalty: 6037.044434
	Iteration 0F: 3 clusters Score -2.416349e+07 nChanged 92939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -24217792.000000 Penalty: 6037.044434
	Iteration 1F: 3 clusters Score -2.421779e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -24218980.000000 Penalty: 6037.044434
	Iteration 2Q: 3 clusters Score -2.421898e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -24220536.000000 Penalty: 6037.044434
	Iteration 3Q: 3 clusters Score -2.422054e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -24222330.000000 Penalty: 6037.044434
	Iteration 4Q: 3 clusters Score -2.422233e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -24225320.000000 Penalty: 6037.044434
	Iteration 5Q: 3 clusters Score -2.422532e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -24230000.000000 Penalty: 6037.044434
	Iteration 6Q: 3 clusters Score -2.423e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -24237222.000000 Penalty: 6037.044434
	Iteration 7F: 3 clusters Score -2.423722e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -24246278.000000 Penalty: 6037.044434
	Iteration 8F: 3 clusters Score -2.424628e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -24255452.000000 Penalty: 6037.044434
	Iteration 9F: 3 clusters Score -2.425545e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -24260656.000000 Penalty: 6037.044434
	Iteration 10F: 3 clusters Score -2.426066e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -24262866.000000 Penalty: 6037.044434
	Iteration 11Q: 3 clusters Score -2.426287e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -24263902.000000 Penalty: 6037.044434
	Iteration 12Q: 3 clusters Score -2.42639e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -24264190.000000 Penalty: 6037.044434
	Iteration 13Q: 3 clusters Score -2.426419e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -24264656.000000 Penalty: 6037.044434
	Iteration 14Q: 3 clusters Score -2.426466e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -24264806.000000 Penalty: 6037.044434
	Iteration 15Q: 3 clusters Score -2.426481e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -24265158.000000 Penalty: 6037.044434
	Iteration 16Q: 3 clusters Score -2.426516e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -24265332.000000 Penalty: 6037.044434
	Iteration 17Q: 3 clusters Score -2.426533e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -24265574.000000 Penalty: 6037.044434
	Iteration 18Q: 3 clusters Score -2.426557e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -24265894.000000 Penalty: 6037.044434
	Iteration 19Q: 3 clusters Score -2.426589e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -24266198.000000 Penalty: 6037.044434
	Iteration 20F: 3 clusters Score -2.42662e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -24266566.000000 Penalty: 6037.044434
	Iteration 21Q: 3 clusters Score -2.426657e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -24266856.000000 Penalty: 6037.044434
	Iteration 22Q: 3 clusters Score -2.426686e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133693 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -24267140.000000 Penalty: 6037.044434
	Iteration 23Q: 3 clusters Score -2.426714e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -24267592.000000 Penalty: 6037.044434
	Iteration 24Q: 3 clusters Score -2.426759e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -24268010.000000 Penalty: 6037.044434
	Iteration 25Q: 3 clusters Score -2.426801e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -24268534.000000 Penalty: 6037.044434
	Iteration 26Q: 3 clusters Score -2.426853e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -24268992.000000 Penalty: 6037.044434
	Iteration 27Q: 3 clusters Score -2.426899e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -24269592.000000 Penalty: 6037.044434
	Iteration 28Q: 3 clusters Score -2.426959e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -24270284.000000 Penalty: 6037.044434
	Iteration 29Q: 3 clusters Score -2.427028e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -24271006.000000 Penalty: 6037.044434
	Iteration 30Q: 3 clusters Score -2.427101e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -24271840.000000 Penalty: 6037.044434
	Iteration 31Q: 3 clusters Score -2.427184e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -24272796.000000 Penalty: 6037.044434
	Iteration 32Q: 3 clusters Score -2.42728e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -24273718.000000 Penalty: 6037.044434
	Iteration 33Q: 3 clusters Score -2.427372e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -24274740.000000 Penalty: 6037.044434
	Iteration 34Q: 3 clusters Score -2.427474e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165096 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -24276014.000000 Penalty: 6037.044434
	Iteration 35Q: 3 clusters Score -2.427601e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -24277338.000000 Penalty: 6037.044434
	Iteration 36Q: 3 clusters Score -2.427734e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -24278554.000000 Penalty: 6037.044434
	Iteration 37Q: 3 clusters Score -2.427855e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174658 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -24280122.000000 Penalty: 6037.044434
	Iteration 38Q: 3 clusters Score -2.428012e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177765 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -24281872.000000 Penalty: 6037.044434
	Iteration 39Q: 3 clusters Score -2.428187e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180691 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -24283514.000000 Penalty: 6037.044434
	Iteration 40F: 3 clusters Score -2.428351e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -24285020.000000 Penalty: 6037.044434
	Iteration 41Q: 3 clusters Score -2.428502e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -24286356.000000 Penalty: 6037.044434
	Iteration 42Q: 3 clusters Score -2.428636e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187405 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -24287350.000000 Penalty: 6037.044434
	Iteration 43Q: 3 clusters Score -2.428735e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188715 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -24288050.000000 Penalty: 6037.044434
	Iteration 44Q: 3 clusters Score -2.428805e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189660 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -24288428.000000 Penalty: 6037.044434
	Iteration 45Q: 3 clusters Score -2.428843e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -24288722.000000 Penalty: 6037.044434
	Iteration 46Q: 3 clusters Score -2.428872e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190854 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -24288864.000000 Penalty: 6037.044434
	Iteration 47Q: 3 clusters Score -2.428886e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24289042.000000 Penalty: 6037.044434
	Iteration 48Q: 3 clusters Score -2.428904e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191425 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24289132.000000 Penalty: 6037.044434
	Iteration 49Q: 3 clusters Score -2.428913e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191598 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24289198.000000 Penalty: 6037.044434
	Iteration 50Q: 3 clusters Score -2.42892e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191734 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -24289290.000000 Penalty: 6037.044434
	Iteration 51Q: 3 clusters Score -2.428929e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -24289344.000000 Penalty: 6037.044434
	Iteration 52Q: 3 clusters Score -2.428934e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24289428.000000 Penalty: 6037.044434
	Iteration 53Q: 3 clusters Score -2.428943e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191967 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -24289470.000000 Penalty: 6037.044434
	Iteration 54Q: 3 clusters Score -2.428947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192002 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -24289482.000000 Penalty: 6037.044434
	Iteration 55Q: 3 clusters Score -2.428948e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192038 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24289512.000000 Penalty: 6037.044434
	Iteration 56Q: 3 clusters Score -2.428951e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24289544.000000 Penalty: 6037.044434
	Iteration 57Q: 3 clusters Score -2.428954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24289542.000000 Penalty: 6037.044434
	Iteration 58Q: 3 clusters Score -2.428954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24289554.000000 Penalty: 6037.044434
	Iteration 59Q: 3 clusters Score -2.428955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24289552.000000 Penalty: 6037.044434
	Iteration 60F: 3 clusters Score -2.428955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192102 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -24289562.000000 Penalty: 6037.044434
	Iteration 61Q: 3 clusters Score -2.428956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192111 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -24289568.000000 Penalty: 6037.044434
	Iteration 62Q: 3 clusters Score -2.428957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192116 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -24289578.000000 Penalty: 6037.044434
	Iteration 63Q: 3 clusters Score -2.428958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24289572.000000 Penalty: 6037.044434
	Iteration 64Q: 3 clusters Score -2.428957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192121 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -24289578.000000 Penalty: 6037.044434
	Iteration 65Q: 3 clusters Score -2.428958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192123 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -24289566.000000 Penalty: 6037.044434
	Iteration 66Q: 3 clusters Score -2.428957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192124 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24289566.000000 Penalty: 6037.044434
	Iteration 67Q: 3 clusters Score -2.428957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192124 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24289566.000000 Penalty: 6037.044434
	Iteration 68F: 3 clusters Score -2.428957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18335.958984 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18335.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18418.039062 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18418.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18463.289062 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18463.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18474.326172 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18474.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18474.326172 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -18474.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -688387.500000 Penalty: 2168.830566
	Iteration 0F: 2 clusters Score -688387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -683069.312500 Penalty: 4337.661133
	Iteration 0F: 3 clusters Score -683069.3 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -684606.437500 Penalty: 4337.661133
	Iteration 1F: 3 clusters Score -684606.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -684943.437500 Penalty: 4337.661133
	Iteration 2F: 3 clusters Score -684943.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -685195.687500 Penalty: 4337.661133
	Iteration 3F: 3 clusters Score -685195.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -685387.812500 Penalty: 4337.661133
	Iteration 4Q: 3 clusters Score -685387.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -685527.937500 Penalty: 4337.661133
	Iteration 5Q: 3 clusters Score -685527.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -685626.625000 Penalty: 4337.661133
	Iteration 6Q: 3 clusters Score -685626.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -685722.500000 Penalty: 4337.661133
	Iteration 7Q: 3 clusters Score -685722.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -685797.250000 Penalty: 4337.661133
	Iteration 8Q: 3 clusters Score -685797.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -685869.562500 Penalty: 4337.661133
	Iteration 9Q: 3 clusters Score -685869.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -685929.562500 Penalty: 4337.661133
	Iteration 10Q: 3 clusters Score -685929.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -685984.875000 Penalty: 4337.661133
	Iteration 11Q: 3 clusters Score -685984.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -686044.562500 Penalty: 4337.661133
	Iteration 12Q: 3 clusters Score -686044.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -686115.000000 Penalty: 4337.661133
	Iteration 13Q: 3 clusters Score -686115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -686169.375000 Penalty: 4337.661133
	Iteration 14Q: 3 clusters Score -686169.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -686222.500000 Penalty: 4337.661133
	Iteration 15Q: 3 clusters Score -686222.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -686270.062500 Penalty: 4337.661133
	Iteration 16Q: 3 clusters Score -686270.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -686321.000000 Penalty: 4337.661133
	Iteration 17Q: 3 clusters Score -686321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -686375.000000 Penalty: 4337.661133
	Iteration 18Q: 3 clusters Score -686375 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -686428.125000 Penalty: 4337.661133
	Iteration 19Q: 3 clusters Score -686428.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -686481.500000 Penalty: 4337.661133
	Iteration 20F: 3 clusters Score -686481.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -686528.062500 Penalty: 4337.661133
	Iteration 21Q: 3 clusters Score -686528.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -686571.937500 Penalty: 4337.661133
	Iteration 22Q: 3 clusters Score -686571.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -686614.500000 Penalty: 4337.661133
	Iteration 23Q: 3 clusters Score -686614.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -686652.937500 Penalty: 4337.661133
	Iteration 24Q: 3 clusters Score -686652.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -686694.375000 Penalty: 4337.661133
	Iteration 25Q: 3 clusters Score -686694.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -686728.125000 Penalty: 4337.661133
	Iteration 26Q: 3 clusters Score -686728.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -686760.500000 Penalty: 4337.661133
	Iteration 27Q: 3 clusters Score -686760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -686786.750000 Penalty: 4337.661133
	Iteration 28Q: 3 clusters Score -686786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -686816.437500 Penalty: 4337.661133
	Iteration 29Q: 3 clusters Score -686816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -686846.312500 Penalty: 4337.661133
	Iteration 30Q: 3 clusters Score -686846.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -686867.375000 Penalty: 4337.661133
	Iteration 31Q: 3 clusters Score -686867.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -686888.062500 Penalty: 4337.661133
	Iteration 32Q: 3 clusters Score -686888.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -686905.500000 Penalty: 4337.661133
	Iteration 33Q: 3 clusters Score -686905.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -686927.812500 Penalty: 4337.661133
	Iteration 34Q: 3 clusters Score -686927.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -686947.250000 Penalty: 4337.661133
	Iteration 35Q: 3 clusters Score -686947.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -686963.312500 Penalty: 4337.661133
	Iteration 36Q: 3 clusters Score -686963.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -686973.562500 Penalty: 4337.661133
	Iteration 37Q: 3 clusters Score -686973.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -686984.000000 Penalty: 4337.661133
	Iteration 38Q: 3 clusters Score -686984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -686990.687500 Penalty: 4337.661133
	Iteration 39Q: 3 clusters Score -686990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -686994.375000 Penalty: 4337.661133
	Iteration 40F: 3 clusters Score -686994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -686998.812500 Penalty: 4337.661133
	Iteration 41Q: 3 clusters Score -686998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -687001.500000 Penalty: 4337.661133
	Iteration 42Q: 3 clusters Score -687001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -687000.062500 Penalty: 4337.661133
	Iteration 43Q: 3 clusters Score -687000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -687000.062500 Penalty: 4337.661133
	Iteration 44F: 3 clusters Score -687000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -252625.546875 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -252625.5 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 1139 members 
Entering Unmasked Estep 
Score: -249882.734375 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -249882.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -250863.531250 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -250863.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -251446.046875 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -251446 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -251848.234375 Penalty: 3836.991699
	Iteration 3F: 3 clusters Score -251848.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -252092.015625 Penalty: 3836.991699
	Iteration 4F: 3 clusters Score -252092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -252282.718750 Penalty: 3836.991699
	Iteration 5Q: 3 clusters Score -252282.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -252515.000000 Penalty: 3836.991699
	Iteration 6F: 3 clusters Score -252515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -252813.828125 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -252813.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253104.625000 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -253104.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -253298.000000 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -253298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -253387.453125 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -253387.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -253454.453125 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -253454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -253499.765625 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -253499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -253551.421875 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -253551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -253573.312500 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -253573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -253584.265625 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -253584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -253600.875000 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -253600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -253605.937500 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -253605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -253605.937500 Penalty: 3836.991699
	Iteration 18F: 3 clusters Score -253605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37492 members 
Mstep: Class 49 contains 2036 members 
Entering Unmasked Estep 
Score: -142007488.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142007776.000000 to -142007488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -854812.937500 Penalty: 2210.894043
	Iteration 0F: 2 clusters Score -854812.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -848733.312500 Penalty: 4421.788086
	Iteration 0F: 3 clusters Score -848733.3 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -850413.750000 Penalty: 4421.788086
	Iteration 1F: 3 clusters Score -850413.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -850756.312500 Penalty: 4421.788086
	Iteration 2F: 3 clusters Score -850756.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -851006.812500 Penalty: 4421.788086
	Iteration 3F: 3 clusters Score -851006.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -851205.312500 Penalty: 4421.788086
	Iteration 4Q: 3 clusters Score -851205.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -851360.500000 Penalty: 4421.788086
	Iteration 5Q: 3 clusters Score -851360.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -851516.250000 Penalty: 4421.788086
	Iteration 6Q: 3 clusters Score -851516.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -851663.187500 Penalty: 4421.788086
	Iteration 7Q: 3 clusters Score -851663.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -851811.375000 Penalty: 4421.788086
	Iteration 8Q: 3 clusters Score -851811.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -851941.812500 Penalty: 4421.788086
	Iteration 9Q: 3 clusters Score -851941.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -852095.312500 Penalty: 4421.788086
	Iteration 10Q: 3 clusters Score -852095.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -852255.000000 Penalty: 4421.788086
	Iteration 11Q: 3 clusters Score -852255 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -852416.562500 Penalty: 4421.788086
	Iteration 12Q: 3 clusters Score -852416.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -852554.437500 Penalty: 4421.788086
	Iteration 13Q: 3 clusters Score -852554.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -852679.000000 Penalty: 4421.788086
	Iteration 14Q: 3 clusters Score -852679 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -852785.625000 Penalty: 4421.788086
	Iteration 15Q: 3 clusters Score -852785.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -852882.750000 Penalty: 4421.788086
	Iteration 16Q: 3 clusters Score -852882.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -852955.312500 Penalty: 4421.788086
	Iteration 17Q: 3 clusters Score -852955.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -853024.187500 Penalty: 4421.788086
	Iteration 18Q: 3 clusters Score -853024.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -853071.312500 Penalty: 4421.788086
	Iteration 19Q: 3 clusters Score -853071.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -853100.250000 Penalty: 4421.788086
	Iteration 20F: 3 clusters Score -853100.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -853127.812500 Penalty: 4421.788086
	Iteration 21Q: 3 clusters Score -853127.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -853157.812500 Penalty: 4421.788086
	Iteration 22Q: 3 clusters Score -853157.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -853177.375000 Penalty: 4421.788086
	Iteration 23Q: 3 clusters Score -853177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -853193.250000 Penalty: 4421.788086
	Iteration 24Q: 3 clusters Score -853193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -853199.562500 Penalty: 4421.788086
	Iteration 25Q: 3 clusters Score -853199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -853210.062500 Penalty: 4421.788086
	Iteration 26Q: 3 clusters Score -853210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -853211.937500 Penalty: 4421.788086
	Iteration 27Q: 3 clusters Score -853211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -853215.562500 Penalty: 4421.788086
	Iteration 28Q: 3 clusters Score -853215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -853215.187500 Penalty: 4421.788086
	Iteration 29Q: 3 clusters Score -853215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -853216.000000 Penalty: 4421.788086
	Iteration 30Q: 3 clusters Score -853216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -853218.500000 Penalty: 4421.788086
	Iteration 31Q: 3 clusters Score -853218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -853220.562500 Penalty: 4421.788086
	Iteration 32Q: 3 clusters Score -853220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -853220.562500 Penalty: 4421.788086
	Iteration 33F: 3 clusters Score -853220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14801.609375 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14801.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14989.525391 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -14989.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15083.205078 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15083.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15098.353516 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15098.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15098.353516 Penalty: 2610.294189
	Iteration 4F: 3 clusters Score -15098.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -196336.484375 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -196336.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193948.625000 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -193948.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194312.031250 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -194312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194420.718750 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -194420.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194475.250000 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -194475.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194506.125000 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -194506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194530.296875 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -194530.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194545.765625 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -194545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -194559.765625 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -194559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194568.593750 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -194568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194575.218750 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -194575.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -194589.250000 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -194589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -194602.703125 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -194602.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -194608.546875 Penalty: 3672.522461
	Iteration 12Q: 3 clusters Score -194608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194610.953125 Penalty: 3672.522461
	Iteration 13Q: 3 clusters Score -194611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194616.218750 Penalty: 3672.522461
	Iteration 14Q: 3 clusters Score -194616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194617.859375 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -194617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194618.187500 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -194618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194618.187500 Penalty: 3672.522461
	Iteration 17F: 3 clusters Score -194618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 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 238 members 
Entering Unmasked Estep 
Score: -49869.792969 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49869.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50065.957031 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50065.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50127.531250 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -50127.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50152.484375 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50152.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50173.167969 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50173.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50203.757812 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50203.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50220.574219 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50220.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50236.457031 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50236.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50255.156250 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -50255.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50268.218750 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -50268.22 nChanged 7
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: -50287.886719 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -50287.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50303.089844 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -50303.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50315.808594 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -50315.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50323.457031 Penalty: 3052.809570
	Iteration 13Q: 3 clusters Score -50323.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50323.457031 Penalty: 3052.809570
	Iteration 14F: 3 clusters Score -50323.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53169 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 132919 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40251 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 10601 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 212711 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148636 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39955 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 19947 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 193196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7442 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008784.000000 Penalty: 166335.640625
Iteration 199Q: 49 clusters Score -1.420088e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53147 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 132822 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40248 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 36400 members 
Mstep: Class 15 contains 10589 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25773 members 
Mstep: Class 19 contains 213707 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148643 members 
Mstep: Class 22 contains 34221 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39954 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 19946 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 5071 members 
Mstep: Class 31 contains 5462 members 
Mstep: Class 32 contains 17400 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8440 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 192765 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6282 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7507 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 36958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009456.000000 Penalty: 166335.640625
Iteration 200F: 49 clusters Score -1.420095e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53141 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 8 contains 132725 members 
Mstep: Class 9 contains 28555 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40242 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 36400 members 
Mstep: Class 15 contains 10591 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25784 members 
Mstep: Class 19 contains 213630 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148654 members 
Mstep: Class 22 contains 34217 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39946 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 19940 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 12970 members 
Mstep: Class 30 contains 5053 members 
Mstep: Class 31 contains 5462 members 
Mstep: Class 32 contains 17399 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8439 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 192194 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7501 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 37718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010176.000000 Penalty: 166335.640625
Iteration 201Q: 49 clusters Score -1.420102e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53131 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 132605 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40233 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 36393 members 
Mstep: Class 15 contains 10581 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25786 members 
Mstep: Class 19 contains 213841 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148672 members 
Mstep: Class 22 contains 34226 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39936 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 19918 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11089 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 5028 members 
Mstep: Class 31 contains 5460 members 
Mstep: Class 32 contains 17401 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8438 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 191630 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7498 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 38171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010544.000000 Penalty: 166335.640625
Iteration 202Q: 49 clusters Score -1.420105e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53113 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 132456 members 
Mstep: Class 9 contains 28552 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40222 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 36395 members 
Mstep: Class 15 contains 10569 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25791 members 
Mstep: Class 19 contains 214218 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 148692 members 
Mstep: Class 22 contains 34223 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39933 members 
Mstep: Class 25 contains 1627 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11087 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 5000 members 
Mstep: Class 31 contains 5462 members 
Mstep: Class 32 contains 17404 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 191052 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7507 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 38513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010592.000000 Penalty: 166335.640625
Iteration 203Q: 49 clusters Score -1.420106e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53077 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 132323 members 
Mstep: Class 9 contains 28553 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40211 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 36393 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25796 members 
Mstep: Class 19 contains 214639 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 148707 members 
Mstep: Class 22 contains 34214 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39929 members 
Mstep: Class 25 contains 1637 members 
Mstep: Class 26 contains 19858 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11086 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4968 members 
Mstep: Class 31 contains 5463 members 
Mstep: Class 32 contains 17408 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 190512 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7502 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 38792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010848.000000 Penalty: 166335.640625
Iteration 204Q: 49 clusters Score -1.420108e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53046 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 132212 members 
Mstep: Class 9 contains 28552 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40198 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 36395 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25793 members 
Mstep: Class 19 contains 215088 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148725 members 
Mstep: Class 22 contains 34205 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39921 members 
Mstep: Class 25 contains 1651 members 
Mstep: Class 26 contains 19834 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4943 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 17408 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8432 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 189951 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6283 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7506 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010992.000000 Penalty: 166335.640625
Iteration 205Q: 49 clusters Score -1.42011e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53014 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 132118 members 
Mstep: Class 9 contains 28553 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40193 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14519 members 
Mstep: Class 14 contains 36396 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 4668 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25792 members 
Mstep: Class 19 contains 215566 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148743 members 
Mstep: Class 22 contains 34194 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39910 members 
Mstep: Class 25 contains 1658 members 
Mstep: Class 26 contains 19801 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 4918 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 17413 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 189383 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6282 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7505 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011024.000000 Penalty: 166335.640625
Iteration 206Q: 49 clusters Score -1.42011e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52987 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 132022 members 
Mstep: Class 9 contains 28555 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14514 members 
Mstep: Class 14 contains 36398 members 
Mstep: Class 15 contains 10518 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25780 members 
Mstep: Class 19 contains 216052 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148757 members 
Mstep: Class 22 contains 34188 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39902 members 
Mstep: Class 25 contains 1665 members 
Mstep: Class 26 contains 19785 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4894 members 
Mstep: Class 31 contains 5464 members 
Mstep: Class 32 contains 17419 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8429 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 188809 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6282 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7497 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011168.000000 Penalty: 166335.640625
Iteration 207Q: 49 clusters Score -1.420112e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52966 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 131891 members 
Mstep: Class 9 contains 28551 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40182 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14510 members 
Mstep: Class 14 contains 36407 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25783 members 
Mstep: Class 19 contains 216586 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 148781 members 
Mstep: Class 22 contains 34181 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39896 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 19770 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4879 members 
Mstep: Class 31 contains 5467 members 
Mstep: Class 32 contains 17424 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8428 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 188201 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6287 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7494 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011136.000000 Penalty: 166335.640625
Iteration 208Q: 49 clusters Score -1.420111e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52939 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 131764 members 
Mstep: Class 9 contains 28551 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40178 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 36405 members 
Mstep: Class 15 contains 10493 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25786 members 
Mstep: Class 19 contains 217108 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148784 members 
Mstep: Class 22 contains 34182 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39887 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 19759 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 4863 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 17432 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8429 members 
Mstep: Class 35 contains 5687 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 187641 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6290 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7494 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011456.000000 Penalty: 166335.640625
Iteration 209Q: 49 clusters Score -1.420115e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52888 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 131627 members 
Mstep: Class 9 contains 28554 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40171 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 36405 members 
Mstep: Class 15 contains 10484 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25785 members 
Mstep: Class 19 contains 217637 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148798 members 
Mstep: Class 22 contains 34175 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39882 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 19751 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4850 members 
Mstep: Class 31 contains 5463 members 
Mstep: Class 32 contains 17442 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8427 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 187124 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6290 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7488 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011408.000000 Penalty: 166335.640625
Iteration 210Q: 49 clusters Score -1.420114e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52855 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 131463 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40171 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14507 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25781 members 
Mstep: Class 19 contains 218170 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148817 members 
Mstep: Class 22 contains 34161 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39879 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 19738 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4832 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 17445 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8427 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 186620 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6293 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7481 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 39971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011712.000000 Penalty: 166335.640625
Iteration 211Q: 49 clusters Score -1.420117e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52816 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 131310 members 
Mstep: Class 9 contains 28560 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40163 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 36395 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 218720 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148826 members 
Mstep: Class 22 contains 34153 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39881 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 19720 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4817 members 
Mstep: Class 31 contains 5464 members 
Mstep: Class 32 contains 17455 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 186110 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6295 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011760.000000 Penalty: 166335.640625
Iteration 212Q: 49 clusters Score -1.420118e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52779 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 131184 members 
Mstep: Class 9 contains 28563 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40155 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36394 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25789 members 
Mstep: Class 19 contains 219178 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148852 members 
Mstep: Class 22 contains 34159 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39872 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 19708 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4805 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 17464 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8417 members 
Mstep: Class 35 contains 5692 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 185636 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6296 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7479 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011712.000000 Penalty: 166335.640625
Iteration 213Q: 49 clusters Score -1.420117e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52748 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 8 contains 131062 members 
Mstep: Class 9 contains 28566 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40146 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36394 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25792 members 
Mstep: Class 19 contains 219629 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148882 members 
Mstep: Class 22 contains 34168 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39864 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 19694 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 5470 members 
Mstep: Class 32 contains 17469 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8414 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 185159 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6295 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011856.000000 Penalty: 166335.640625
Iteration 214Q: 49 clusters Score -1.420119e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52699 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 130953 members 
Mstep: Class 9 contains 28573 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40139 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36397 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 4665 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25791 members 
Mstep: Class 19 contains 220141 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148903 members 
Mstep: Class 22 contains 34169 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39861 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 19683 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4786 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 17466 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8417 members 
Mstep: Class 35 contains 5687 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 184624 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6296 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7481 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012192.000000 Penalty: 166335.640625
Iteration 215Q: 49 clusters Score -1.420122e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52646 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 130831 members 
Mstep: Class 9 contains 28573 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40137 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36399 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 4666 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25789 members 
Mstep: Class 19 contains 220687 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148921 members 
Mstep: Class 22 contains 34179 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39855 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 19675 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4780 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 17468 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8414 members 
Mstep: Class 35 contains 5687 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 184078 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6297 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 216Q: 49 clusters Score -1.420125e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52584 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 130678 members 
Mstep: Class 9 contains 28577 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36398 members 
Mstep: Class 15 contains 10331 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25795 members 
Mstep: Class 19 contains 221242 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148939 members 
Mstep: Class 22 contains 34178 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39854 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 19656 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 17468 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8409 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 183583 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6299 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012640.000000 Penalty: 166335.640625
Iteration 217Q: 49 clusters Score -1.420126e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52539 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 130535 members 
Mstep: Class 9 contains 28579 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40135 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36397 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25784 members 
Mstep: Class 19 contains 221760 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148958 members 
Mstep: Class 22 contains 34170 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39852 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 19640 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 17470 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8407 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 183132 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6301 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7479 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012640.000000 Penalty: 166335.640625
Iteration 218Q: 49 clusters Score -1.420126e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52495 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 130432 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40131 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36400 members 
Mstep: Class 15 contains 10289 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 222271 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 148987 members 
Mstep: Class 22 contains 34170 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39850 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 19635 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11087 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4754 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 17472 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8403 members 
Mstep: Class 35 contains 5681 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 182631 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6300 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7475 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012688.000000 Penalty: 166335.640625
Iteration 219Q: 49 clusters Score -1.420127e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52460 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 130342 members 
Mstep: Class 9 contains 28582 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36396 members 
Mstep: Class 15 contains 10271 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 222775 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149016 members 
Mstep: Class 22 contains 34165 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39845 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 19615 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11089 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4741 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 17480 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8397 members 
Mstep: Class 35 contains 5681 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 182152 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6301 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7471 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 40970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012944.000000 Penalty: 166335.640625
Iteration 220F: 49 clusters Score -1.420129e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52423 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 8 contains 130264 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40121 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36395 members 
Mstep: Class 15 contains 10253 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 223269 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149040 members 
Mstep: Class 22 contains 34168 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39842 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 19601 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4731 members 
Mstep: Class 31 contains 5480 members 
Mstep: Class 32 contains 17483 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8385 members 
Mstep: Class 35 contains 5679 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 181690 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6301 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7468 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013104.000000 Penalty: 166335.640625
Iteration 221Q: 49 clusters Score -1.420131e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52388 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 130149 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 36402 members 
Mstep: Class 15 contains 10250 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 223771 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149058 members 
Mstep: Class 22 contains 34179 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39836 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 19584 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4716 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 17482 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 181240 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6301 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7467 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 222Q: 49 clusters Score -1.420128e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52360 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 4974 members 
Mstep: Class 8 contains 130027 members 
Mstep: Class 9 contains 28577 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 224267 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149078 members 
Mstep: Class 22 contains 34172 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39833 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 19569 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4699 members 
Mstep: Class 31 contains 5484 members 
Mstep: Class 32 contains 17487 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8375 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 180811 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6303 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7463 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012880.000000 Penalty: 166335.640625
Iteration 223Q: 49 clusters Score -1.420129e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52340 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 4988 members 
Mstep: Class 8 contains 129930 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40124 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 36406 members 
Mstep: Class 15 contains 10242 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25757 members 
Mstep: Class 19 contains 224744 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149092 members 
Mstep: Class 22 contains 34172 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39830 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 19559 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4694 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 17489 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8369 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 180367 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6303 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7459 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012864.000000 Penalty: 166335.640625
Iteration 224Q: 49 clusters Score -1.420129e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52317 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 129833 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40122 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 36409 members 
Mstep: Class 15 contains 10239 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25758 members 
Mstep: Class 19 contains 225182 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149115 members 
Mstep: Class 22 contains 34185 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39824 members 
Mstep: Class 25 contains 1685 members 
Mstep: Class 26 contains 19535 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4686 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 17491 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8364 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 179955 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6304 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7451 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012816.000000 Penalty: 166335.640625
Iteration 225Q: 49 clusters Score -1.420128e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52292 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 129743 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40118 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36416 members 
Mstep: Class 15 contains 10235 members 
Mstep: Class 16 contains 4674 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 225669 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 149137 members 
Mstep: Class 22 contains 34180 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39816 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 19520 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 4681 members 
Mstep: Class 31 contains 5482 members 
Mstep: Class 32 contains 17495 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8359 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 179522 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6304 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7451 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 226Q: 49 clusters Score -1.420129e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52275 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5017 members 
Mstep: Class 8 contains 129655 members 
Mstep: Class 9 contains 28585 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36422 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 226108 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149161 members 
Mstep: Class 22 contains 34180 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39809 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 19511 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4676 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 17492 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8356 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 179108 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6303 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7446 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013152.000000 Penalty: 166335.640625
Iteration 227Q: 49 clusters Score -1.420132e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52258 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 129542 members 
Mstep: Class 9 contains 28587 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36425 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 4678 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 226552 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149181 members 
Mstep: Class 22 contains 34179 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39805 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 19501 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 4673 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 17491 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8349 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 178711 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6303 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7444 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012992.000000 Penalty: 166335.640625
Iteration 228Q: 49 clusters Score -1.42013e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52244 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 129432 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36427 members 
Mstep: Class 15 contains 10218 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 226959 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149200 members 
Mstep: Class 22 contains 34180 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39799 members 
Mstep: Class 25 contains 1691 members 
Mstep: Class 26 contains 19484 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 4667 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 17495 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 178349 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6303 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7441 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013232.000000 Penalty: 166335.640625
Iteration 229Q: 49 clusters Score -1.420132e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52217 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 129316 members 
Mstep: Class 9 contains 28587 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 36432 members 
Mstep: Class 15 contains 10200 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 227405 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149221 members 
Mstep: Class 22 contains 34177 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39788 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19470 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 17501 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8340 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 177980 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6304 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7431 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 230Q: 49 clusters Score -1.420131e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52184 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 129190 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 36433 members 
Mstep: Class 15 contains 10190 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25784 members 
Mstep: Class 19 contains 227855 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149245 members 
Mstep: Class 22 contains 34167 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39784 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19451 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4657 members 
Mstep: Class 31 contains 5485 members 
Mstep: Class 32 contains 17507 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 177619 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6305 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7429 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013296.000000 Penalty: 166335.640625
Iteration 231Q: 49 clusters Score -1.420133e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52146 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 129074 members 
Mstep: Class 9 contains 28590 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40083 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 10186 members 
Mstep: Class 16 contains 4680 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25785 members 
Mstep: Class 19 contains 228313 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149263 members 
Mstep: Class 22 contains 34153 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39775 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19434 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 17513 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8330 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 177265 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6306 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7424 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 41936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 232Q: 49 clusters Score -1.420135e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52117 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 128962 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 10182 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25783 members 
Mstep: Class 19 contains 228759 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 149284 members 
Mstep: Class 22 contains 34141 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39775 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19420 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4649 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 17523 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8323 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 176915 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6306 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013408.000000 Penalty: 166335.640625
Iteration 233Q: 49 clusters Score -1.420134e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52094 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 128865 members 
Mstep: Class 9 contains 28587 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 229137 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 149304 members 
Mstep: Class 22 contains 34134 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39772 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19406 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4643 members 
Mstep: Class 31 contains 5489 members 
Mstep: Class 32 contains 17530 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8321 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 176620 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6306 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013472.000000 Penalty: 166335.640625
Iteration 234Q: 49 clusters Score -1.420135e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52069 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 128751 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 4684 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25787 members 
Mstep: Class 19 contains 229533 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 149329 members 
Mstep: Class 22 contains 34123 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39771 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 19396 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4638 members 
Mstep: Class 31 contains 5491 members 
Mstep: Class 32 contains 17535 members 
Mstep: Class 33 contains 2371 members 
Mstep: Class 34 contains 8319 members 
Mstep: Class 35 contains 5679 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 176301 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6307 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7403 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013504.000000 Penalty: 166335.640625
Iteration 235Q: 49 clusters Score -1.420135e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52055 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 128669 members 
Mstep: Class 9 contains 28593 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40073 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 10137 members 
Mstep: Class 16 contains 4685 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 229925 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 149351 members 
Mstep: Class 22 contains 34100 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39768 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 19393 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4630 members 
Mstep: Class 31 contains 5493 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2372 members 
Mstep: Class 34 contains 8315 members 
Mstep: Class 35 contains 5681 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175980 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6307 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013552.000000 Penalty: 166335.640625
Iteration 236Q: 49 clusters Score -1.420136e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52041 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 128595 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 10119 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 230289 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 149370 members 
Mstep: Class 22 contains 34097 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39763 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19391 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4623 members 
Mstep: Class 31 contains 5496 members 
Mstep: Class 32 contains 17543 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8311 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175668 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6309 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013568.000000 Penalty: 166335.640625
Iteration 237Q: 49 clusters Score -1.420136e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52036 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 128544 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40078 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36454 members 
Mstep: Class 15 contains 10114 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 230632 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 149396 members 
Mstep: Class 22 contains 34076 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39762 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19378 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4617 members 
Mstep: Class 31 contains 5500 members 
Mstep: Class 32 contains 17549 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8308 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175347 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6310 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 238Q: 49 clusters Score -1.420136e+08 nChanged 676
Entering ConstructFrom: 
Score: -142013616.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 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 429 members 
Entering Unmasked Estep 
Score: -81734.101562 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81734.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82326.914062 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82326.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82636.023438 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -82636.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82786.007812 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -82786.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82993.875000 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -82993.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83131.148438 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83131.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83232.375000 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -83232.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83323.531250 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -83323.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83414.726562 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -83414.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83482.289062 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -83482.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83551.953125 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -83551.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83608.320312 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -83608.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83642.929688 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -83642.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83677.054688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -83677.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83696.937500 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -83696.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83725.960938 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -83725.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83744.093750 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -83744.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83769.750000 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -83769.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83782.921875 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -83782.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83800.382812 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -83800.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83839.078125 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -83839.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83930.968750 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -83930.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83971.507812 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -83971.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83989.687500 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -83989.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83989.687500 Penalty: 3342.123535
	Iteration 24F: 3 clusters Score -83989.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 325 members 
Entering Unmasked Estep 
Score: -142012576.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142013616.000000 to -142012576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (52033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Entering Unmasked Estep 
Score: -6594758.500000 Penalty: 2693.189209
	Iteration 0F: 2 clusters Score -6594758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6559810.500000 Penalty: 5386.378418
	Iteration 0F: 3 clusters Score -6559810 nChanged 23935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -6573007.000000 Penalty: 5386.378418
	Iteration 1F: 3 clusters Score -6573007 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -6573613.500000 Penalty: 5386.378418
	Iteration 2Q: 3 clusters Score -6573614 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -6574433.000000 Penalty: 5386.378418
	Iteration 3Q: 3 clusters Score -6574433 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6575745.000000 Penalty: 5386.378418
	Iteration 4F: 3 clusters Score -6575745 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -6577905.000000 Penalty: 5386.378418
	Iteration 5F: 3 clusters Score -6577905 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -6581307.000000 Penalty: 5386.378418
	Iteration 6F: 3 clusters Score -6581307 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6585711.500000 Penalty: 5386.378418
	Iteration 7F: 3 clusters Score -6585712 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6589344.000000 Penalty: 5386.378418
	Iteration 8F: 3 clusters Score -6589344 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6591245.500000 Penalty: 5386.378418
	Iteration 9Q: 3 clusters Score -6591246 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -6591976.500000 Penalty: 5386.378418
	Iteration 10Q: 3 clusters Score -6591976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6592267.500000 Penalty: 5386.378418
	Iteration 11Q: 3 clusters Score -6592268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6592426.000000 Penalty: 5386.378418
	Iteration 12Q: 3 clusters Score -6592426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -6592505.000000 Penalty: 5386.378418
	Iteration 13Q: 3 clusters Score -6592505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6592547.000000 Penalty: 5386.378418
	Iteration 14Q: 3 clusters Score -6592547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6592589.500000 Penalty: 5386.378418
	Iteration 15Q: 3 clusters Score -6592590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6592618.000000 Penalty: 5386.378418
	Iteration 16Q: 3 clusters Score -6592618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6592633.000000 Penalty: 5386.378418
	Iteration 17Q: 3 clusters Score -6592633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6592648.500000 Penalty: 5386.378418
	Iteration 18Q: 3 clusters Score -6592648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6592664.000000 Penalty: 5386.378418
	Iteration 19Q: 3 clusters Score -6592664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6592674.500000 Penalty: 5386.378418
	Iteration 20F: 3 clusters Score -6592674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -6592679.500000 Penalty: 5386.378418
	Iteration 21Q: 3 clusters Score -6592680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -6592671.000000 Penalty: 5386.378418
	Iteration 22Q: 3 clusters Score -6592671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -6592669.500000 Penalty: 5386.378418
	Iteration 23Q: 3 clusters Score -6592670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -6592675.500000 Penalty: 5386.378418
	Iteration 24Q: 3 clusters Score -6592676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6592678.500000 Penalty: 5386.378418
	Iteration 25Q: 3 clusters Score -6592678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -6592680.000000 Penalty: 5386.378418
	Iteration 26Q: 3 clusters Score -6592680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6592686.000000 Penalty: 5386.378418
	Iteration 27Q: 3 clusters Score -6592686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6592681.500000 Penalty: 5386.378418
	Iteration 28Q: 3 clusters Score -6592682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6592684.500000 Penalty: 5386.378418
	Iteration 29Q: 3 clusters Score -6592684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -6592685.000000 Penalty: 5386.378418
	Iteration 30Q: 3 clusters Score -6592685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -6592685.000000 Penalty: 5386.378418
	Iteration 31F: 3 clusters Score -6592685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -809066.187500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -809066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -803536.687500 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -803536.7 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -805017.500000 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -805017.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -805275.500000 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -805275.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -805472.250000 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -805472.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -805638.312500 Penalty: 4367.614746
	Iteration 4Q: 3 clusters Score -805638.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -805771.875000 Penalty: 4367.614746
	Iteration 5Q: 3 clusters Score -805771.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -805893.875000 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -805893.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -806012.500000 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -806012.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -806143.562500 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -806143.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -806262.062500 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -806262.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -806399.187500 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -806399.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -806557.000000 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -806557 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -806730.875000 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -806730.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -806922.875000 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -806922.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -807087.875000 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -807087.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -807220.562500 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -807220.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -807323.937500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -807323.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -807403.687500 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -807403.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -807482.750000 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -807482.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -807571.375000 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -807571.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -807638.250000 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -807638.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -807660.750000 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -807660.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -807670.937500 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -807670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -807679.437500 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -807679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -807688.562500 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -807688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -807690.750000 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -807690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -807695.437500 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -807695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -807699.562500 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -807699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -807701.062500 Penalty: 4367.614746
	Iteration 28Q: 3 clusters Score -807701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -807702.562500 Penalty: 4367.614746
	Iteration 29Q: 3 clusters Score -807702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -807704.812500 Penalty: 4367.614746
	Iteration 30Q: 3 clusters Score -807704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -807706.125000 Penalty: 4367.614746
	Iteration 31Q: 3 clusters Score -807706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -807708.500000 Penalty: 4367.614746
	Iteration 32Q: 3 clusters Score -807708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -807710.687500 Penalty: 4367.614746
	Iteration 33Q: 3 clusters Score -807710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -807712.312500 Penalty: 4367.614746
	Iteration 34Q: 3 clusters Score -807712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -807712.500000 Penalty: 4367.614746
	Iteration 35Q: 3 clusters Score -807712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -807712.875000 Penalty: 4367.614746
	Iteration 36Q: 3 clusters Score -807712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -807711.687500 Penalty: 4367.614746
	Iteration 37Q: 3 clusters Score -807711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -807713.937500 Penalty: 4367.614746
	Iteration 38Q: 3 clusters Score -807713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -807714.312500 Penalty: 4367.614746
	Iteration 39Q: 3 clusters Score -807714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -807714.312500 Penalty: 4367.614746
	Iteration 40F: 3 clusters Score -807714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133396.000000 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133396 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133711.140625 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133711.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133815.328125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133815.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133883.421875 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -133883.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133966.140625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -133966.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134105.515625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134105.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -134223.406250 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134223.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -134319.562500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134319.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134407.703125 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134407.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -134472.484375 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134472.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -134503.812500 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -134525.718750 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134525.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134548.765625 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -134574.968750 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -134594.937500 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -134610.203125 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134623.812500 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134633.375000 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134636.328125 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -134636.609375 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -134640.765625 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134660.703125 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -134681.062500 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -134700.109375 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -134711.390625 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -134717.656250 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -134717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -134728.734375 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -134728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134734.343750 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -134734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134734.343750 Penalty: 3504.120605
	Iteration 28F: 3 clusters Score -134734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -286967.343750 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -286967.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284137.312500 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -284137.3 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284626.562500 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -284626.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284759.781250 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -284759.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284841.812500 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -284841.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -284900.531250 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -284900.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284943.812500 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -284943.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -284971.718750 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -284971.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -284991.281250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -284991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -285007.468750 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -285007.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -285023.812500 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -285023.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -285036.156250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -285036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -285047.593750 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -285047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -285057.375000 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -285057.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -285062.781250 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -285062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -285066.656250 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -285066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285069.718750 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -285069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -285072.906250 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -285072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -285077.312500 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -285077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -285082.093750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -285082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -285086.406250 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -285086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -285088.781250 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -285088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -285091.375000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -285091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -285096.343750 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -285096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285100.093750 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -285100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -285100.812500 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -285100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -285103.031250 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -285103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -285103.343750 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -285103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -285105.000000 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -285105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -285104.812500 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -285104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -285106.093750 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -285106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -285106.937500 Penalty: 3839.153809
	Iteration 30Q: 3 clusters Score -285106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -285107.843750 Penalty: 3839.153809
	Iteration 31Q: 3 clusters Score -285107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -285109.000000 Penalty: 3839.153809
	Iteration 32Q: 3 clusters Score -285109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -285111.906250 Penalty: 3839.153809
	Iteration 33Q: 3 clusters Score -285111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -285114.937500 Penalty: 3839.153809
	Iteration 34Q: 3 clusters Score -285114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -285116.718750 Penalty: 3839.153809
	Iteration 35Q: 3 clusters Score -285116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -285117.750000 Penalty: 3839.153809
	Iteration 36Q: 3 clusters Score -285117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -285119.968750 Penalty: 3839.153809
	Iteration 37Q: 3 clusters Score -285120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -285121.468750 Penalty: 3839.153809
	Iteration 38Q: 3 clusters Score -285121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -285122.250000 Penalty: 3839.153809
	Iteration 39Q: 3 clusters Score -285122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -285125.031250 Penalty: 3839.153809
	Iteration 40F: 3 clusters Score -285125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -285125.562500 Penalty: 3839.153809
	Iteration 41Q: 3 clusters Score -285125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -285125.562500 Penalty: 3839.153809
	Iteration 42F: 3 clusters Score -285125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -765465.437500 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -765465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -760093.000000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -760093 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -761425.187500 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -761425.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -761680.812500 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -761680.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -761871.187500 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -761871.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -762040.062500 Penalty: 4341.672363
	Iteration 4Q: 3 clusters Score -762040.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -762218.500000 Penalty: 4341.672363
	Iteration 5Q: 3 clusters Score -762218.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -762417.937500 Penalty: 4341.672363
	Iteration 6Q: 3 clusters Score -762417.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -762578.312500 Penalty: 4341.672363
	Iteration 7Q: 3 clusters Score -762578.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -762719.125000 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -762719.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -762862.687500 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -762862.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -762985.000000 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -762985 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -763123.125000 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -763123.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -763237.625000 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -763237.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -763335.750000 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -763335.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -763417.875000 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -763417.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -763508.687500 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -763508.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -763601.437500 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -763601.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -763713.000000 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -763713 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -763845.312500 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -763845.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -763974.875000 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -763974.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -764108.437500 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -764108.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -764240.500000 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -764240.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -764331.875000 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -764331.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -764384.750000 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -764384.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -764422.437500 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -764422.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -764448.062500 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -764448.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -764464.062500 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -764464.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -764472.437500 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -764472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -764473.375000 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -764473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -764475.000000 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -764475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -764476.750000 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -764476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -764479.562500 Penalty: 4341.672363
	Iteration 31Q: 3 clusters Score -764479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -764482.500000 Penalty: 4341.672363
	Iteration 32Q: 3 clusters Score -764482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -764483.250000 Penalty: 4341.672363
	Iteration 33Q: 3 clusters Score -764483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -764484.062500 Penalty: 4341.672363
	Iteration 34Q: 3 clusters Score -764484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -764484.250000 Penalty: 4341.672363
	Iteration 35Q: 3 clusters Score -764484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -764486.312500 Penalty: 4341.672363
	Iteration 36Q: 3 clusters Score -764486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -764484.875000 Penalty: 4341.672363
	Iteration 37Q: 3 clusters Score -764484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -764484.875000 Penalty: 4341.672363
	Iteration 38F: 3 clusters Score -764484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -619251.875000 Penalty: 2119.257324
	Iteration 0F: 2 clusters Score -619251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -614650.312500 Penalty: 4238.514648
	Iteration 0F: 3 clusters Score -614650.3 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -615914.000000 Penalty: 4238.514648
	Iteration 1F: 3 clusters Score -615914 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -616415.312500 Penalty: 4238.514648
	Iteration 2F: 3 clusters Score -616415.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -616873.187500 Penalty: 4238.514648
	Iteration 3F: 3 clusters Score -616873.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -617256.875000 Penalty: 4238.514648
	Iteration 4F: 3 clusters Score -617256.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -617505.875000 Penalty: 4238.514648
	Iteration 5F: 3 clusters Score -617505.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -617680.625000 Penalty: 4238.514648
	Iteration 6Q: 3 clusters Score -617680.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -617775.562500 Penalty: 4238.514648
	Iteration 7Q: 3 clusters Score -617775.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -617836.875000 Penalty: 4238.514648
	Iteration 8Q: 3 clusters Score -617836.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -617872.062500 Penalty: 4238.514648
	Iteration 9Q: 3 clusters Score -617872.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -617893.500000 Penalty: 4238.514648
	Iteration 10Q: 3 clusters Score -617893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -617917.125000 Penalty: 4238.514648
	Iteration 11Q: 3 clusters Score -617917.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -617938.062500 Penalty: 4238.514648
	Iteration 12Q: 3 clusters Score -617938.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -617951.687500 Penalty: 4238.514648
	Iteration 13Q: 3 clusters Score -617951.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -617963.125000 Penalty: 4238.514648
	Iteration 14Q: 3 clusters Score -617963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -617970.312500 Penalty: 4238.514648
	Iteration 15Q: 3 clusters Score -617970.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -617978.312500 Penalty: 4238.514648
	Iteration 16Q: 3 clusters Score -617978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -617983.375000 Penalty: 4238.514648
	Iteration 17Q: 3 clusters Score -617983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -617990.562500 Penalty: 4238.514648
	Iteration 18Q: 3 clusters Score -617990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -617997.875000 Penalty: 4238.514648
	Iteration 19Q: 3 clusters Score -617997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -618003.312500 Penalty: 4238.514648
	Iteration 20F: 3 clusters Score -618003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -618006.562500 Penalty: 4238.514648
	Iteration 21Q: 3 clusters Score -618006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -618009.375000 Penalty: 4238.514648
	Iteration 22Q: 3 clusters Score -618009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -618015.687500 Penalty: 4238.514648
	Iteration 23Q: 3 clusters Score -618015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -618018.437500 Penalty: 4238.514648
	Iteration 24Q: 3 clusters Score -618018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -618021.125000 Penalty: 4238.514648
	Iteration 25Q: 3 clusters Score -618021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -618025.375000 Penalty: 4238.514648
	Iteration 26Q: 3 clusters Score -618025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -618029.437500 Penalty: 4238.514648
	Iteration 27Q: 3 clusters Score -618029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -618032.125000 Penalty: 4238.514648
	Iteration 28Q: 3 clusters Score -618032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -618035.062500 Penalty: 4238.514648
	Iteration 29Q: 3 clusters Score -618035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -618036.875000 Penalty: 4238.514648
	Iteration 30Q: 3 clusters Score -618036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -618035.750000 Penalty: 4238.514648
	Iteration 31Q: 3 clusters Score -618035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -618036.312500 Penalty: 4238.514648
	Iteration 32Q: 3 clusters Score -618036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -618036.312500 Penalty: 4238.514648
	Iteration 33F: 3 clusters Score -618036.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Entering Unmasked Estep 
Score: -16086626.000000 Penalty: 2917.332031
	Iteration 0F: 2 clusters Score -1.608663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -16000874.000000 Penalty: 5834.664062
	Iteration 0F: 3 clusters Score -1.600087e+07 nChanged 61108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -16035611.000000 Penalty: 5834.664062
	Iteration 1F: 3 clusters Score -1.603561e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -16036457.000000 Penalty: 5834.664062
	Iteration 2Q: 3 clusters Score -1.603646e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -16037378.000000 Penalty: 5834.664062
	Iteration 3Q: 3 clusters Score -1.603738e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -16038487.000000 Penalty: 5834.664062
	Iteration 4Q: 3 clusters Score -1.603849e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -16039870.000000 Penalty: 5834.664062
	Iteration 5Q: 3 clusters Score -1.603987e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -16041768.000000 Penalty: 5834.664062
	Iteration 6Q: 3 clusters Score -1.604177e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -16044865.000000 Penalty: 5834.664062
	Iteration 7Q: 3 clusters Score -1.604486e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -16049371.000000 Penalty: 5834.664062
	Iteration 8F: 3 clusters Score -1.604937e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -16055460.000000 Penalty: 5834.664062
	Iteration 9F: 3 clusters Score -1.605546e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -16061187.000000 Penalty: 5834.664062
	Iteration 10F: 3 clusters Score -1.606119e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -16064574.000000 Penalty: 5834.664062
	Iteration 11F: 3 clusters Score -1.606457e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -16066276.000000 Penalty: 5834.664062
	Iteration 12Q: 3 clusters Score -1.606628e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -16067518.000000 Penalty: 5834.664062
	Iteration 13Q: 3 clusters Score -1.606752e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -16068615.000000 Penalty: 5834.664062
	Iteration 14Q: 3 clusters Score -1.606862e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -16069653.000000 Penalty: 5834.664062
	Iteration 15Q: 3 clusters Score -1.606965e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -16070506.000000 Penalty: 5834.664062
	Iteration 16Q: 3 clusters Score -1.607051e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -16071178.000000 Penalty: 5834.664062
	Iteration 17Q: 3 clusters Score -1.607118e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -16071823.000000 Penalty: 5834.664062
	Iteration 18Q: 3 clusters Score -1.607182e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -16072237.000000 Penalty: 5834.664062
	Iteration 19Q: 3 clusters Score -1.607224e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -16072564.000000 Penalty: 5834.664062
	Iteration 20F: 3 clusters Score -1.607256e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -16072847.000000 Penalty: 5834.664062
	Iteration 21Q: 3 clusters Score -1.607285e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -16073083.000000 Penalty: 5834.664062
	Iteration 22Q: 3 clusters Score -1.607308e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -16073300.000000 Penalty: 5834.664062
	Iteration 23Q: 3 clusters Score -1.60733e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -16073416.000000 Penalty: 5834.664062
	Iteration 24Q: 3 clusters Score -1.607342e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -16073441.000000 Penalty: 5834.664062
	Iteration 25Q: 3 clusters Score -1.607344e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -16073572.000000 Penalty: 5834.664062
	Iteration 26Q: 3 clusters Score -1.607357e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -16073709.000000 Penalty: 5834.664062
	Iteration 27Q: 3 clusters Score -1.607371e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -16073862.000000 Penalty: 5834.664062
	Iteration 28Q: 3 clusters Score -1.607386e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -16073958.000000 Penalty: 5834.664062
	Iteration 29Q: 3 clusters Score -1.607396e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -16074057.000000 Penalty: 5834.664062
	Iteration 30Q: 3 clusters Score -1.607406e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -16074133.000000 Penalty: 5834.664062
	Iteration 31Q: 3 clusters Score -1.607413e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -16074201.000000 Penalty: 5834.664062
	Iteration 32Q: 3 clusters Score -1.60742e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -16074249.000000 Penalty: 5834.664062
	Iteration 33Q: 3 clusters Score -1.607425e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -16074418.000000 Penalty: 5834.664062
	Iteration 34Q: 3 clusters Score -1.607442e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -16074574.000000 Penalty: 5834.664062
	Iteration 35Q: 3 clusters Score -1.607457e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -16074680.000000 Penalty: 5834.664062
	Iteration 36Q: 3 clusters Score -1.607468e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -16074823.000000 Penalty: 5834.664062
	Iteration 37Q: 3 clusters Score -1.607482e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -16074820.000000 Penalty: 5834.664062
	Iteration 38Q: 3 clusters Score -1.607482e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -16074990.000000 Penalty: 5834.664062
	Iteration 39Q: 3 clusters Score -1.607499e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -16075155.000000 Penalty: 5834.664062
	Iteration 40F: 3 clusters Score -1.607516e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -16075241.000000 Penalty: 5834.664062
	Iteration 41Q: 3 clusters Score -1.607524e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -16075376.000000 Penalty: 5834.664062
	Iteration 42Q: 3 clusters Score -1.607538e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -16075472.000000 Penalty: 5834.664062
	Iteration 43Q: 3 clusters Score -1.607547e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -16075621.000000 Penalty: 5834.664062
	Iteration 44Q: 3 clusters Score -1.607562e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -16075848.000000 Penalty: 5834.664062
	Iteration 45Q: 3 clusters Score -1.607585e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -16075997.000000 Penalty: 5834.664062
	Iteration 46Q: 3 clusters Score -1.6076e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -16076184.000000 Penalty: 5834.664062
	Iteration 47Q: 3 clusters Score -1.607618e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -16076326.000000 Penalty: 5834.664062
	Iteration 48Q: 3 clusters Score -1.607633e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -16076541.000000 Penalty: 5834.664062
	Iteration 49Q: 3 clusters Score -1.607654e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -16076834.000000 Penalty: 5834.664062
	Iteration 50Q: 3 clusters Score -1.607683e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -16077144.000000 Penalty: 5834.664062
	Iteration 51Q: 3 clusters Score -1.607714e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -16077374.000000 Penalty: 5834.664062
	Iteration 52Q: 3 clusters Score -1.607737e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -16077565.000000 Penalty: 5834.664062
	Iteration 53Q: 3 clusters Score -1.607756e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -16077825.000000 Penalty: 5834.664062
	Iteration 54Q: 3 clusters Score -1.607782e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -16078038.000000 Penalty: 5834.664062
	Iteration 55Q: 3 clusters Score -1.607804e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -16078278.000000 Penalty: 5834.664062
	Iteration 56Q: 3 clusters Score -1.607828e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -16078602.000000 Penalty: 5834.664062
	Iteration 57Q: 3 clusters Score -1.60786e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -16078915.000000 Penalty: 5834.664062
	Iteration 58Q: 3 clusters Score -1.607892e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -16079200.000000 Penalty: 5834.664062
	Iteration 59Q: 3 clusters Score -1.60792e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -16079464.000000 Penalty: 5834.664062
	Iteration 60F: 3 clusters Score -1.607946e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -16079743.000000 Penalty: 5834.664062
	Iteration 61Q: 3 clusters Score -1.607974e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -16080048.000000 Penalty: 5834.664062
	Iteration 62Q: 3 clusters Score -1.608005e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -16080159.000000 Penalty: 5834.664062
	Iteration 63Q: 3 clusters Score -1.608016e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -16080310.000000 Penalty: 5834.664062
	Iteration 64Q: 3 clusters Score -1.608031e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -16080555.000000 Penalty: 5834.664062
	Iteration 65Q: 3 clusters Score -1.608056e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -16080717.000000 Penalty: 5834.664062
	Iteration 66Q: 3 clusters Score -1.608072e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -16080865.000000 Penalty: 5834.664062
	Iteration 67Q: 3 clusters Score -1.608086e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -16080994.000000 Penalty: 5834.664062
	Iteration 68Q: 3 clusters Score -1.608099e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -16081117.000000 Penalty: 5834.664062
	Iteration 69Q: 3 clusters Score -1.608112e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -16081190.000000 Penalty: 5834.664062
	Iteration 70Q: 3 clusters Score -1.608119e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -16081309.000000 Penalty: 5834.664062
	Iteration 71Q: 3 clusters Score -1.608131e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -16081342.000000 Penalty: 5834.664062
	Iteration 72Q: 3 clusters Score -1.608134e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -16081393.000000 Penalty: 5834.664062
	Iteration 73Q: 3 clusters Score -1.608139e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -16081471.000000 Penalty: 5834.664062
	Iteration 74Q: 3 clusters Score -1.608147e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -16081509.000000 Penalty: 5834.664062
	Iteration 75Q: 3 clusters Score -1.608151e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -16081533.000000 Penalty: 5834.664062
	Iteration 76Q: 3 clusters Score -1.608153e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -16081539.000000 Penalty: 5834.664062
	Iteration 77Q: 3 clusters Score -1.608154e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -16081636.000000 Penalty: 5834.664062
	Iteration 78Q: 3 clusters Score -1.608164e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -16081714.000000 Penalty: 5834.664062
	Iteration 79Q: 3 clusters Score -1.608171e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -16081782.000000 Penalty: 5834.664062
	Iteration 80F: 3 clusters Score -1.608178e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -16081815.000000 Penalty: 5834.664062
	Iteration 81Q: 3 clusters Score -1.608182e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -16081803.000000 Penalty: 5834.664062
	Iteration 82Q: 3 clusters Score -1.60818e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -16081826.000000 Penalty: 5834.664062
	Iteration 83Q: 3 clusters Score -1.608183e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -16081800.000000 Penalty: 5834.664062
	Iteration 84Q: 3 clusters Score -1.60818e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -16081811.000000 Penalty: 5834.664062
	Iteration 85Q: 3 clusters Score -1.608181e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -16081773.000000 Penalty: 5834.664062
	Iteration 86Q: 3 clusters Score -1.608177e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -16081807.000000 Penalty: 5834.664062
	Iteration 87Q: 3 clusters Score -1.608181e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -16081828.000000 Penalty: 5834.664062
	Iteration 88Q: 3 clusters Score -1.608183e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -16081829.000000 Penalty: 5834.664062
	Iteration 89Q: 3 clusters Score -1.608183e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -16081862.000000 Penalty: 5834.664062
	Iteration 90Q: 3 clusters Score -1.608186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -16081856.000000 Penalty: 5834.664062
	Iteration 91Q: 3 clusters Score -1.608186e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -16081885.000000 Penalty: 5834.664062
	Iteration 92Q: 3 clusters Score -1.608188e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -16081914.000000 Penalty: 5834.664062
	Iteration 93Q: 3 clusters Score -1.608191e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -16081964.000000 Penalty: 5834.664062
	Iteration 94Q: 3 clusters Score -1.608196e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -16081971.000000 Penalty: 5834.664062
	Iteration 95Q: 3 clusters Score -1.608197e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -16081967.000000 Penalty: 5834.664062
	Iteration 96Q: 3 clusters Score -1.608197e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -16081944.000000 Penalty: 5834.664062
	Iteration 97Q: 3 clusters Score -1.608194e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -16081950.000000 Penalty: 5834.664062
	Iteration 98Q: 3 clusters Score -1.608195e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -16081968.000000 Penalty: 5834.664062
	Iteration 99Q: 3 clusters Score -1.608197e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -16082002.000000 Penalty: 5834.664062
	Iteration 100F: 3 clusters Score -1.6082e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -16081993.000000 Penalty: 5834.664062
	Iteration 101Q: 3 clusters Score -1.608199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -16081988.000000 Penalty: 5834.664062
	Iteration 102Q: 3 clusters Score -1.608199e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -16081996.000000 Penalty: 5834.664062
	Iteration 103Q: 3 clusters Score -1.6082e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -16081983.000000 Penalty: 5834.664062
	Iteration 104Q: 3 clusters Score -1.608198e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -16081984.000000 Penalty: 5834.664062
	Iteration 105Q: 3 clusters Score -1.608198e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -16082018.000000 Penalty: 5834.664062
	Iteration 106Q: 3 clusters Score -1.608202e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -16082054.000000 Penalty: 5834.664062
	Iteration 107Q: 3 clusters Score -1.608205e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -16082076.000000 Penalty: 5834.664062
	Iteration 108Q: 3 clusters Score -1.608208e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -16082100.000000 Penalty: 5834.664062
	Iteration 109Q: 3 clusters Score -1.60821e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -16082124.000000 Penalty: 5834.664062
	Iteration 110Q: 3 clusters Score -1.608212e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -16082145.000000 Penalty: 5834.664062
	Iteration 111Q: 3 clusters Score -1.608214e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -16082184.000000 Penalty: 5834.664062
	Iteration 112Q: 3 clusters Score -1.608218e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -16082148.000000 Penalty: 5834.664062
	Iteration 113Q: 3 clusters Score -1.608215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -16082179.000000 Penalty: 5834.664062
	Iteration 114Q: 3 clusters Score -1.608218e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -16082168.000000 Penalty: 5834.664062
	Iteration 115Q: 3 clusters Score -1.608217e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -16082190.000000 Penalty: 5834.664062
	Iteration 116Q: 3 clusters Score -1.608219e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -16082158.000000 Penalty: 5834.664062
	Iteration 117Q: 3 clusters Score -1.608216e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -16082175.000000 Penalty: 5834.664062
	Iteration 118Q: 3 clusters Score -1.608218e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -16082143.000000 Penalty: 5834.664062
	Iteration 119Q: 3 clusters Score -1.608214e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -16082173.000000 Penalty: 5834.664062
	Iteration 120F: 3 clusters Score -1.608217e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -16082178.000000 Penalty: 5834.664062
	Iteration 121Q: 3 clusters Score -1.608218e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -16082216.000000 Penalty: 5834.664062
	Iteration 122Q: 3 clusters Score -1.608222e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -16082223.000000 Penalty: 5834.664062
	Iteration 123Q: 3 clusters Score -1.608222e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -16082235.000000 Penalty: 5834.664062
	Iteration 124Q: 3 clusters Score -1.608224e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -16082228.000000 Penalty: 5834.664062
	Iteration 125Q: 3 clusters Score -1.608223e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -16082227.000000 Penalty: 5834.664062
	Iteration 126Q: 3 clusters Score -1.608223e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -16082202.000000 Penalty: 5834.664062
	Iteration 127Q: 3 clusters Score -1.60822e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -16082202.000000 Penalty: 5834.664062
	Iteration 128Q: 3 clusters Score -1.60822e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -16082206.000000 Penalty: 5834.664062
	Iteration 129Q: 3 clusters Score -1.608221e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -16082224.000000 Penalty: 5834.664062
	Iteration 130Q: 3 clusters Score -1.608222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -16082226.000000 Penalty: 5834.664062
	Iteration 131Q: 3 clusters Score -1.608223e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -16082268.000000 Penalty: 5834.664062
	Iteration 132Q: 3 clusters Score -1.608227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -16082289.000000 Penalty: 5834.664062
	Iteration 133Q: 3 clusters Score -1.608229e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -16082285.000000 Penalty: 5834.664062
	Iteration 134Q: 3 clusters Score -1.608228e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -16082284.000000 Penalty: 5834.664062
	Iteration 135Q: 3 clusters Score -1.608228e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -16082283.000000 Penalty: 5834.664062
	Iteration 136Q: 3 clusters Score -1.608228e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -16082284.000000 Penalty: 5834.664062
	Iteration 137Q: 3 clusters Score -1.608228e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -16082280.000000 Penalty: 5834.664062
	Iteration 138Q: 3 clusters Score -1.608228e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -16082282.000000 Penalty: 5834.664062
	Iteration 139Q: 3 clusters Score -1.608228e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -16082273.000000 Penalty: 5834.664062
	Iteration 140F: 3 clusters Score -1.608227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -16082259.000000 Penalty: 5834.664062
	Iteration 141Q: 3 clusters Score -1.608226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -16082265.000000 Penalty: 5834.664062
	Iteration 142Q: 3 clusters Score -1.608226e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -16082258.000000 Penalty: 5834.664062
	Iteration 143Q: 3 clusters Score -1.608226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -16082264.000000 Penalty: 5834.664062
	Iteration 144Q: 3 clusters Score -1.608226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102193 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -16082275.000000 Penalty: 5834.664062
	Iteration 145Q: 3 clusters Score -1.608228e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -16082264.000000 Penalty: 5834.664062
	Iteration 146Q: 3 clusters Score -1.608226e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -16082243.000000 Penalty: 5834.664062
	Iteration 147Q: 3 clusters Score -1.608224e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -16082247.000000 Penalty: 5834.664062
	Iteration 148Q: 3 clusters Score -1.608225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -16082275.000000 Penalty: 5834.664062
	Iteration 149Q: 3 clusters Score -1.608228e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -16082276.000000 Penalty: 5834.664062
	Iteration 150Q: 3 clusters Score -1.608228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -16082283.000000 Penalty: 5834.664062
	Iteration 151Q: 3 clusters Score -1.608228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -16082289.000000 Penalty: 5834.664062
	Iteration 152Q: 3 clusters Score -1.608229e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -16082325.000000 Penalty: 5834.664062
	Iteration 153Q: 3 clusters Score -1.608232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -16082331.000000 Penalty: 5834.664062
	Iteration 154Q: 3 clusters Score -1.608233e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -16082336.000000 Penalty: 5834.664062
	Iteration 155Q: 3 clusters Score -1.608234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -16082360.000000 Penalty: 5834.664062
	Iteration 156Q: 3 clusters Score -1.608236e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103119 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -16082381.000000 Penalty: 5834.664062
	Iteration 157Q: 3 clusters Score -1.608238e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -16082412.000000 Penalty: 5834.664062
	Iteration 158Q: 3 clusters Score -1.608241e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -16082403.000000 Penalty: 5834.664062
	Iteration 159Q: 3 clusters Score -1.60824e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -16082384.000000 Penalty: 5834.664062
	Iteration 160F: 3 clusters Score -1.608238e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -16082384.000000 Penalty: 5834.664062
	Iteration 161Q: 3 clusters Score -1.608238e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -16082387.000000 Penalty: 5834.664062
	Iteration 162Q: 3 clusters Score -1.608239e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -16082363.000000 Penalty: 5834.664062
	Iteration 163Q: 3 clusters Score -1.608236e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -16082397.000000 Penalty: 5834.664062
	Iteration 164Q: 3 clusters Score -1.60824e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -16082390.000000 Penalty: 5834.664062
	Iteration 165Q: 3 clusters Score -1.608239e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -16082401.000000 Penalty: 5834.664062
	Iteration 166Q: 3 clusters Score -1.60824e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -16082398.000000 Penalty: 5834.664062
	Iteration 167Q: 3 clusters Score -1.60824e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -16082391.000000 Penalty: 5834.664062
	Iteration 168Q: 3 clusters Score -1.608239e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -16082407.000000 Penalty: 5834.664062
	Iteration 169Q: 3 clusters Score -1.608241e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -16082442.000000 Penalty: 5834.664062
	Iteration 170Q: 3 clusters Score -1.608244e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -16082422.000000 Penalty: 5834.664062
	Iteration 171Q: 3 clusters Score -1.608242e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -16082442.000000 Penalty: 5834.664062
	Iteration 172Q: 3 clusters Score -1.608244e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -16082494.000000 Penalty: 5834.664062
	Iteration 173Q: 3 clusters Score -1.608249e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -16082478.000000 Penalty: 5834.664062
	Iteration 174Q: 3 clusters Score -1.608248e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -16082480.000000 Penalty: 5834.664062
	Iteration 175Q: 3 clusters Score -1.608248e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -16082467.000000 Penalty: 5834.664062
	Iteration 176Q: 3 clusters Score -1.608247e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -16082469.000000 Penalty: 5834.664062
	Iteration 177Q: 3 clusters Score -1.608247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -16082458.000000 Penalty: 5834.664062
	Iteration 178Q: 3 clusters Score -1.608246e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -16082508.000000 Penalty: 5834.664062
	Iteration 179Q: 3 clusters Score -1.608251e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -16082538.000000 Penalty: 5834.664062
	Iteration 180F: 3 clusters Score -1.608254e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -16082536.000000 Penalty: 5834.664062
	Iteration 181Q: 3 clusters Score -1.608254e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -16082553.000000 Penalty: 5834.664062
	Iteration 182Q: 3 clusters Score -1.608255e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -16082567.000000 Penalty: 5834.664062
	Iteration 183Q: 3 clusters Score -1.608257e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106818 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -16082527.000000 Penalty: 5834.664062
	Iteration 184Q: 3 clusters Score -1.608253e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -16082550.000000 Penalty: 5834.664062
	Iteration 185Q: 3 clusters Score -1.608255e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -16082585.000000 Penalty: 5834.664062
	Iteration 186Q: 3 clusters Score -1.608258e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -16082591.000000 Penalty: 5834.664062
	Iteration 187Q: 3 clusters Score -1.608259e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -16082622.000000 Penalty: 5834.664062
	Iteration 188Q: 3 clusters Score -1.608262e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -16082604.000000 Penalty: 5834.664062
	Iteration 189Q: 3 clusters Score -1.60826e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -16082638.000000 Penalty: 5834.664062
	Iteration 190Q: 3 clusters Score -1.608264e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -16082671.000000 Penalty: 5834.664062
	Iteration 191Q: 3 clusters Score -1.608267e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -16082667.000000 Penalty: 5834.664062
	Iteration 192Q: 3 clusters Score -1.608267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -16082697.000000 Penalty: 5834.664062
	Iteration 193Q: 3 clusters Score -1.60827e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -16082712.000000 Penalty: 5834.664062
	Iteration 194Q: 3 clusters Score -1.608271e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -16082725.000000 Penalty: 5834.664062
	Iteration 195Q: 3 clusters Score -1.608272e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -16082734.000000 Penalty: 5834.664062
	Iteration 196Q: 3 clusters Score -1.608273e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -16082718.000000 Penalty: 5834.664062
	Iteration 197Q: 3 clusters Score -1.608272e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -16082711.000000 Penalty: 5834.664062
	Iteration 198Q: 3 clusters Score -1.608271e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -16082693.000000 Penalty: 5834.664062
	Iteration 199Q: 3 clusters Score -1.608269e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -16082717.000000 Penalty: 5834.664062
	Iteration 200F: 3 clusters Score -1.608272e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109030 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -16082712.000000 Penalty: 5834.664062
	Iteration 201Q: 3 clusters Score -1.608271e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -16082760.000000 Penalty: 5834.664062
	Iteration 202Q: 3 clusters Score -1.608276e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -16082757.000000 Penalty: 5834.664062
	Iteration 203Q: 3 clusters Score -1.608276e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -16082779.000000 Penalty: 5834.664062
	Iteration 204Q: 3 clusters Score -1.608278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -16082773.000000 Penalty: 5834.664062
	Iteration 205Q: 3 clusters Score -1.608277e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -16082795.000000 Penalty: 5834.664062
	Iteration 206Q: 3 clusters Score -1.60828e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -16082779.000000 Penalty: 5834.664062
	Iteration 207Q: 3 clusters Score -1.608278e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -16082772.000000 Penalty: 5834.664062
	Iteration 208Q: 3 clusters Score -1.608277e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -16082785.000000 Penalty: 5834.664062
	Iteration 209Q: 3 clusters Score -1.608278e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -16082768.000000 Penalty: 5834.664062
	Iteration 210Q: 3 clusters Score -1.608277e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -16082784.000000 Penalty: 5834.664062
	Iteration 211Q: 3 clusters Score -1.608278e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -16082788.000000 Penalty: 5834.664062
	Iteration 212Q: 3 clusters Score -1.608279e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -16082806.000000 Penalty: 5834.664062
	Iteration 213Q: 3 clusters Score -1.608281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -16082790.000000 Penalty: 5834.664062
	Iteration 214Q: 3 clusters Score -1.608279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -16082777.000000 Penalty: 5834.664062
	Iteration 215Q: 3 clusters Score -1.608278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -16082782.000000 Penalty: 5834.664062
	Iteration 216Q: 3 clusters Score -1.608278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -16082787.000000 Penalty: 5834.664062
	Iteration 217Q: 3 clusters Score -1.608279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -16082794.000000 Penalty: 5834.664062
	Iteration 218Q: 3 clusters Score -1.608279e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -16082808.000000 Penalty: 5834.664062
	Iteration 219Q: 3 clusters Score -1.608281e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -16082807.000000 Penalty: 5834.664062
	Iteration 220F: 3 clusters Score -1.608281e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -16082807.000000 Penalty: 5834.664062
	Iteration 221Q: 3 clusters Score -1.608281e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -16082803.000000 Penalty: 5834.664062
	Iteration 222Q: 3 clusters Score -1.60828e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -16082796.000000 Penalty: 5834.664062
	Iteration 223Q: 3 clusters Score -1.60828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111128 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -16082799.000000 Penalty: 5834.664062
	Iteration 224Q: 3 clusters Score -1.60828e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -16082817.000000 Penalty: 5834.664062
	Iteration 225Q: 3 clusters Score -1.608282e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -16082812.000000 Penalty: 5834.664062
	Iteration 226Q: 3 clusters Score -1.608281e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -16082804.000000 Penalty: 5834.664062
	Iteration 227Q: 3 clusters Score -1.60828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -16082805.000000 Penalty: 5834.664062
	Iteration 228Q: 3 clusters Score -1.60828e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -16082802.000000 Penalty: 5834.664062
	Iteration 229Q: 3 clusters Score -1.60828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -16082785.000000 Penalty: 5834.664062
	Iteration 230Q: 3 clusters Score -1.608278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -16082786.000000 Penalty: 5834.664062
	Iteration 231Q: 3 clusters Score -1.608279e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -16082767.000000 Penalty: 5834.664062
	Iteration 232Q: 3 clusters Score -1.608277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111729 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -16082789.000000 Penalty: 5834.664062
	Iteration 233Q: 3 clusters Score -1.608279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -16082809.000000 Penalty: 5834.664062
	Iteration 234Q: 3 clusters Score -1.608281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -16082830.000000 Penalty: 5834.664062
	Iteration 235Q: 3 clusters Score -1.608283e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -16082845.000000 Penalty: 5834.664062
	Iteration 236Q: 3 clusters Score -1.608284e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -16082836.000000 Penalty: 5834.664062
	Iteration 237Q: 3 clusters Score -1.608284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112052 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -16082850.000000 Penalty: 5834.664062
	Iteration 238Q: 3 clusters Score -1.608285e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -16082863.000000 Penalty: 5834.664062
	Iteration 239Q: 3 clusters Score -1.608286e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -16082869.000000 Penalty: 5834.664062
	Iteration 240F: 3 clusters Score -1.608287e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112279 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -16082888.000000 Penalty: 5834.664062
	Iteration 241Q: 3 clusters Score -1.608289e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -16082920.000000 Penalty: 5834.664062
	Iteration 242Q: 3 clusters Score -1.608292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -16082914.000000 Penalty: 5834.664062
	Iteration 243Q: 3 clusters Score -1.608291e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -16082967.000000 Penalty: 5834.664062
	Iteration 244Q: 3 clusters Score -1.608297e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -16082967.000000 Penalty: 5834.664062
	Iteration 245Q: 3 clusters Score -1.608297e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -16082975.000000 Penalty: 5834.664062
	Iteration 246Q: 3 clusters Score -1.608298e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -16082963.000000 Penalty: 5834.664062
	Iteration 247Q: 3 clusters Score -1.608296e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -16082948.000000 Penalty: 5834.664062
	Iteration 248Q: 3 clusters Score -1.608295e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -16082901.000000 Penalty: 5834.664062
	Iteration 249Q: 3 clusters Score -1.60829e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -16082915.000000 Penalty: 5834.664062
	Iteration 250Q: 3 clusters Score -1.608292e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -16082934.000000 Penalty: 5834.664062
	Iteration 251Q: 3 clusters Score -1.608293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -16082933.000000 Penalty: 5834.664062
	Iteration 252Q: 3 clusters Score -1.608293e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -16082929.000000 Penalty: 5834.664062
	Iteration 253Q: 3 clusters Score -1.608293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -16082929.000000 Penalty: 5834.664062
	Iteration 254Q: 3 clusters Score -1.608293e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -16082932.000000 Penalty: 5834.664062
	Iteration 255Q: 3 clusters Score -1.608293e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -16082929.000000 Penalty: 5834.664062
	Iteration 256Q: 3 clusters Score -1.608293e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -16082921.000000 Penalty: 5834.664062
	Iteration 257Q: 3 clusters Score -1.608292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -16082921.000000 Penalty: 5834.664062
	Iteration 258Q: 3 clusters Score -1.608292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -16082932.000000 Penalty: 5834.664062
	Iteration 259Q: 3 clusters Score -1.608293e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -16082945.000000 Penalty: 5834.664062
	Iteration 260F: 3 clusters Score -1.608294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -16082918.000000 Penalty: 5834.664062
	Iteration 261Q: 3 clusters Score -1.608292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -16082913.000000 Penalty: 5834.664062
	Iteration 262Q: 3 clusters Score -1.608291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -16082929.000000 Penalty: 5834.664062
	Iteration 263Q: 3 clusters Score -1.608293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -16082925.000000 Penalty: 5834.664062
	Iteration 264Q: 3 clusters Score -1.608292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -16082931.000000 Penalty: 5834.664062
	Iteration 265Q: 3 clusters Score -1.608293e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -16082911.000000 Penalty: 5834.664062
	Iteration 266Q: 3 clusters Score -1.608291e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -16082907.000000 Penalty: 5834.664062
	Iteration 267Q: 3 clusters Score -1.608291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -16082936.000000 Penalty: 5834.664062
	Iteration 268Q: 3 clusters Score -1.608294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -16082909.000000 Penalty: 5834.664062
	Iteration 269Q: 3 clusters Score -1.608291e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -16082881.000000 Penalty: 5834.664062
	Iteration 270Q: 3 clusters Score -1.608288e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -16082943.000000 Penalty: 5834.664062
	Iteration 271Q: 3 clusters Score -1.608294e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -16082969.000000 Penalty: 5834.664062
	Iteration 272Q: 3 clusters Score -1.608297e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -16082952.000000 Penalty: 5834.664062
	Iteration 273Q: 3 clusters Score -1.608295e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -16082974.000000 Penalty: 5834.664062
	Iteration 274Q: 3 clusters Score -1.608297e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -16082984.000000 Penalty: 5834.664062
	Iteration 275Q: 3 clusters Score -1.608298e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -16082997.000000 Penalty: 5834.664062
	Iteration 276Q: 3 clusters Score -1.6083e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -16082984.000000 Penalty: 5834.664062
	Iteration 277Q: 3 clusters Score -1.608298e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -16082982.000000 Penalty: 5834.664062
	Iteration 278Q: 3 clusters Score -1.608298e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -16082993.000000 Penalty: 5834.664062
	Iteration 279Q: 3 clusters Score -1.608299e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115754 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -16082978.000000 Penalty: 5834.664062
	Iteration 280F: 3 clusters Score -1.608298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -16083002.000000 Penalty: 5834.664062
	Iteration 281Q: 3 clusters Score -1.6083e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -16083041.000000 Penalty: 5834.664062
	Iteration 282Q: 3 clusters Score -1.608304e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -16083014.000000 Penalty: 5834.664062
	Iteration 283Q: 3 clusters Score -1.608301e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -16083003.000000 Penalty: 5834.664062
	Iteration 284Q: 3 clusters Score -1.6083e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -16083026.000000 Penalty: 5834.664062
	Iteration 285Q: 3 clusters Score -1.608303e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -16083055.000000 Penalty: 5834.664062
	Iteration 286Q: 3 clusters Score -1.608306e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -16083083.000000 Penalty: 5834.664062
	Iteration 287Q: 3 clusters Score -1.608308e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116728 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -16083106.000000 Penalty: 5834.664062
	Iteration 288Q: 3 clusters Score -1.608311e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -16083123.000000 Penalty: 5834.664062
	Iteration 289Q: 3 clusters Score -1.608312e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -16083152.000000 Penalty: 5834.664062
	Iteration 290Q: 3 clusters Score -1.608315e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -16083161.000000 Penalty: 5834.664062
	Iteration 291Q: 3 clusters Score -1.608316e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -16083170.000000 Penalty: 5834.664062
	Iteration 292Q: 3 clusters Score -1.608317e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117522 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -16083213.000000 Penalty: 5834.664062
	Iteration 293Q: 3 clusters Score -1.608321e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -16083233.000000 Penalty: 5834.664062
	Iteration 294Q: 3 clusters Score -1.608323e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -16083266.000000 Penalty: 5834.664062
	Iteration 295Q: 3 clusters Score -1.608327e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118063 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -16083250.000000 Penalty: 5834.664062
	Iteration 296Q: 3 clusters Score -1.608325e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -16083263.000000 Penalty: 5834.664062
	Iteration 297Q: 3 clusters Score -1.608326e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -16083286.000000 Penalty: 5834.664062
	Iteration 298Q: 3 clusters Score -1.608329e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -16083367.000000 Penalty: 5834.664062
	Iteration 299Q: 3 clusters Score -1.608337e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -16083379.000000 Penalty: 5834.664062
	Iteration 300F: 3 clusters Score -1.608338e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118965 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -16083436.000000 Penalty: 5834.664062
	Iteration 301Q: 3 clusters Score -1.608344e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -16083467.000000 Penalty: 5834.664062
	Iteration 302Q: 3 clusters Score -1.608347e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -16083462.000000 Penalty: 5834.664062
	Iteration 303Q: 3 clusters Score -1.608346e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -16083497.000000 Penalty: 5834.664062
	Iteration 304Q: 3 clusters Score -1.60835e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -16083553.000000 Penalty: 5834.664062
	Iteration 305Q: 3 clusters Score -1.608355e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -16083565.000000 Penalty: 5834.664062
	Iteration 306Q: 3 clusters Score -1.608356e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -16083612.000000 Penalty: 5834.664062
	Iteration 307Q: 3 clusters Score -1.608361e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -16083641.000000 Penalty: 5834.664062
	Iteration 308Q: 3 clusters Score -1.608364e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -16083685.000000 Penalty: 5834.664062
	Iteration 309Q: 3 clusters Score -1.608368e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -16083724.000000 Penalty: 5834.664062
	Iteration 310Q: 3 clusters Score -1.608372e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -16083795.000000 Penalty: 5834.664062
	Iteration 311Q: 3 clusters Score -1.60838e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -16083796.000000 Penalty: 5834.664062
	Iteration 312Q: 3 clusters Score -1.60838e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -16083896.000000 Penalty: 5834.664062
	Iteration 313Q: 3 clusters Score -1.60839e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -16083901.000000 Penalty: 5834.664062
	Iteration 314Q: 3 clusters Score -1.60839e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -16083949.000000 Penalty: 5834.664062
	Iteration 315Q: 3 clusters Score -1.608395e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122294 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -16084051.000000 Penalty: 5834.664062
	Iteration 316Q: 3 clusters Score -1.608405e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -16084037.000000 Penalty: 5834.664062
	Iteration 317Q: 3 clusters Score -1.608404e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122707 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -16084094.000000 Penalty: 5834.664062
	Iteration 318Q: 3 clusters Score -1.608409e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122914 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -16084180.000000 Penalty: 5834.664062
	Iteration 319Q: 3 clusters Score -1.608418e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -16084209.000000 Penalty: 5834.664062
	Iteration 320F: 3 clusters Score -1.608421e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -16084241.000000 Penalty: 5834.664062
	Iteration 321Q: 3 clusters Score -1.608424e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123411 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -16084250.000000 Penalty: 5834.664062
	Iteration 322Q: 3 clusters Score -1.608425e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -16084301.000000 Penalty: 5834.664062
	Iteration 323Q: 3 clusters Score -1.60843e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123730 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -16084343.000000 Penalty: 5834.664062
	Iteration 324Q: 3 clusters Score -1.608434e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -16084408.000000 Penalty: 5834.664062
	Iteration 325Q: 3 clusters Score -1.608441e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124022 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -16084455.000000 Penalty: 5834.664062
	Iteration 326Q: 3 clusters Score -1.608446e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -16084481.000000 Penalty: 5834.664062
	Iteration 327Q: 3 clusters Score -1.608448e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -16084522.000000 Penalty: 5834.664062
	Iteration 328Q: 3 clusters Score -1.608452e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -16084531.000000 Penalty: 5834.664062
	Iteration 329Q: 3 clusters Score -1.608453e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -16084534.000000 Penalty: 5834.664062
	Iteration 330Q: 3 clusters Score -1.608453e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -16084546.000000 Penalty: 5834.664062
	Iteration 331Q: 3 clusters Score -1.608455e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -16084568.000000 Penalty: 5834.664062
	Iteration 332Q: 3 clusters Score -1.608457e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -16084590.000000 Penalty: 5834.664062
	Iteration 333Q: 3 clusters Score -1.608459e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -16084609.000000 Penalty: 5834.664062
	Iteration 334Q: 3 clusters Score -1.608461e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -16084648.000000 Penalty: 5834.664062
	Iteration 335Q: 3 clusters Score -1.608465e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -16084669.000000 Penalty: 5834.664062
	Iteration 336Q: 3 clusters Score -1.608467e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -16084682.000000 Penalty: 5834.664062
	Iteration 337Q: 3 clusters Score -1.608468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -16084704.000000 Penalty: 5834.664062
	Iteration 338Q: 3 clusters Score -1.60847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -16084707.000000 Penalty: 5834.664062
	Iteration 339Q: 3 clusters Score -1.608471e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -16084717.000000 Penalty: 5834.664062
	Iteration 340F: 3 clusters Score -1.608472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -16084743.000000 Penalty: 5834.664062
	Iteration 341Q: 3 clusters Score -1.608474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125309 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -16084737.000000 Penalty: 5834.664062
	Iteration 342Q: 3 clusters Score -1.608474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -16084762.000000 Penalty: 5834.664062
	Iteration 343Q: 3 clusters Score -1.608476e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -16084745.000000 Penalty: 5834.664062
	Iteration 344Q: 3 clusters Score -1.608474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -16084768.000000 Penalty: 5834.664062
	Iteration 345Q: 3 clusters Score -1.608477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16084752.000000 Penalty: 5834.664062
	Iteration 346Q: 3 clusters Score -1.608475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125472 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16084780.000000 Penalty: 5834.664062
	Iteration 347Q: 3 clusters Score -1.608478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -16084801.000000 Penalty: 5834.664062
	Iteration 348Q: 3 clusters Score -1.60848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -16084806.000000 Penalty: 5834.664062
	Iteration 349Q: 3 clusters Score -1.608481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -16084793.000000 Penalty: 5834.664062
	Iteration 350Q: 3 clusters Score -1.608479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125572 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -16084812.000000 Penalty: 5834.664062
	Iteration 351Q: 3 clusters Score -1.608481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -16084815.000000 Penalty: 5834.664062
	Iteration 352Q: 3 clusters Score -1.608482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16084820.000000 Penalty: 5834.664062
	Iteration 353Q: 3 clusters Score -1.608482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -16084834.000000 Penalty: 5834.664062
	Iteration 354Q: 3 clusters Score -1.608483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125663 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -16084857.000000 Penalty: 5834.664062
	Iteration 355Q: 3 clusters Score -1.608486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -16084845.000000 Penalty: 5834.664062
	Iteration 356Q: 3 clusters Score -1.608484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -16084855.000000 Penalty: 5834.664062
	Iteration 357Q: 3 clusters Score -1.608486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -16084864.000000 Penalty: 5834.664062
	Iteration 358Q: 3 clusters Score -1.608486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16084851.000000 Penalty: 5834.664062
	Iteration 359Q: 3 clusters Score -1.608485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -16084865.000000 Penalty: 5834.664062
	Iteration 360F: 3 clusters Score -1.608486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -16084858.000000 Penalty: 5834.664062
	Iteration 361Q: 3 clusters Score -1.608486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -16084849.000000 Penalty: 5834.664062
	Iteration 362Q: 3 clusters Score -1.608485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -16084863.000000 Penalty: 5834.664062
	Iteration 363Q: 3 clusters Score -1.608486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -16084876.000000 Penalty: 5834.664062
	Iteration 364Q: 3 clusters Score -1.608488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16084887.000000 Penalty: 5834.664062
	Iteration 365Q: 3 clusters Score -1.608489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -16084888.000000 Penalty: 5834.664062
	Iteration 366Q: 3 clusters Score -1.608489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -16084889.000000 Penalty: 5834.664062
	Iteration 367Q: 3 clusters Score -1.608489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -16084887.000000 Penalty: 5834.664062
	Iteration 368Q: 3 clusters Score -1.608489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125876 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16084874.000000 Penalty: 5834.664062
	Iteration 369Q: 3 clusters Score -1.608487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16084870.000000 Penalty: 5834.664062
	Iteration 370Q: 3 clusters Score -1.608487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -16084877.000000 Penalty: 5834.664062
	Iteration 371Q: 3 clusters Score -1.608488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16084877.000000 Penalty: 5834.664062
	Iteration 372Q: 3 clusters Score -1.608488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16084880.000000 Penalty: 5834.664062
	Iteration 373Q: 3 clusters Score -1.608488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16084871.000000 Penalty: 5834.664062
	Iteration 374Q: 3 clusters Score -1.608487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125905 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -16084883.000000 Penalty: 5834.664062
	Iteration 375Q: 3 clusters Score -1.608488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125907 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16084881.000000 Penalty: 5834.664062
	Iteration 376Q: 3 clusters Score -1.608488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125907 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16084881.000000 Penalty: 5834.664062
	Iteration 377F: 3 clusters Score -1.608488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -3524230.500000 Penalty: 2544.768066
	Iteration 0F: 2 clusters Score -3524230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3504605.750000 Penalty: 5089.536133
	Iteration 0F: 3 clusters Score -3504606 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3511720.750000 Penalty: 5089.536133
	Iteration 1F: 3 clusters Score -3511721 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3512457.500000 Penalty: 5089.536133
	Iteration 2F: 3 clusters Score -3512458 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3513351.250000 Penalty: 5089.536133
	Iteration 3F: 3 clusters Score -3513351 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3514473.250000 Penalty: 5089.536133
	Iteration 4F: 3 clusters Score -3514473 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3515939.750000 Penalty: 5089.536133
	Iteration 5F: 3 clusters Score -3515940 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3517623.500000 Penalty: 5089.536133
	Iteration 6F: 3 clusters Score -3517624 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3519148.750000 Penalty: 5089.536133
	Iteration 7F: 3 clusters Score -3519149 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3520217.000000 Penalty: 5089.536133
	Iteration 8F: 3 clusters Score -3520217 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3520878.000000 Penalty: 5089.536133
	Iteration 9Q: 3 clusters Score -3520878 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3521324.250000 Penalty: 5089.536133
	Iteration 10Q: 3 clusters Score -3521324 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3521693.500000 Penalty: 5089.536133
	Iteration 11Q: 3 clusters Score -3521694 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3522015.250000 Penalty: 5089.536133
	Iteration 12Q: 3 clusters Score -3522015 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3522317.250000 Penalty: 5089.536133
	Iteration 13Q: 3 clusters Score -3522317 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3522644.000000 Penalty: 5089.536133
	Iteration 14Q: 3 clusters Score -3522644 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3522980.500000 Penalty: 5089.536133
	Iteration 15Q: 3 clusters Score -3522980 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3523223.000000 Penalty: 5089.536133
	Iteration 16Q: 3 clusters Score -3523223 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3523396.500000 Penalty: 5089.536133
	Iteration 17Q: 3 clusters Score -3523396 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3523499.250000 Penalty: 5089.536133
	Iteration 18Q: 3 clusters Score -3523499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3523567.500000 Penalty: 5089.536133
	Iteration 19Q: 3 clusters Score -3523568 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3523621.000000 Penalty: 5089.536133
	Iteration 20F: 3 clusters Score -3523621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3523645.250000 Penalty: 5089.536133
	Iteration 21Q: 3 clusters Score -3523645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3523680.500000 Penalty: 5089.536133
	Iteration 22Q: 3 clusters Score -3523680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3523680.500000 Penalty: 5089.536133
	Iteration 23Q: 3 clusters Score -3523680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3523695.000000 Penalty: 5089.536133
	Iteration 24Q: 3 clusters Score -3523695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3523699.750000 Penalty: 5089.536133
	Iteration 25Q: 3 clusters Score -3523700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3523706.750000 Penalty: 5089.536133
	Iteration 26Q: 3 clusters Score -3523707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3523719.000000 Penalty: 5089.536133
	Iteration 27Q: 3 clusters Score -3523719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3523714.750000 Penalty: 5089.536133
	Iteration 28Q: 3 clusters Score -3523715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3523709.500000 Penalty: 5089.536133
	Iteration 29Q: 3 clusters Score -3523710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3523716.750000 Penalty: 5089.536133
	Iteration 30Q: 3 clusters Score -3523717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3523711.250000 Penalty: 5089.536133
	Iteration 31Q: 3 clusters Score -3523711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3523707.500000 Penalty: 5089.536133
	Iteration 32Q: 3 clusters Score -3523708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3523709.250000 Penalty: 5089.536133
	Iteration 33Q: 3 clusters Score -3523709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3523708.250000 Penalty: 5089.536133
	Iteration 34Q: 3 clusters Score -3523708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3523704.500000 Penalty: 5089.536133
	Iteration 35Q: 3 clusters Score -3523704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3523709.250000 Penalty: 5089.536133
	Iteration 36Q: 3 clusters Score -3523709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3523704.750000 Penalty: 5089.536133
	Iteration 37Q: 3 clusters Score -3523705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3523707.250000 Penalty: 5089.536133
	Iteration 38Q: 3 clusters Score -3523707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3523701.000000 Penalty: 5089.536133
	Iteration 39Q: 3 clusters Score -3523701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3523701.000000 Penalty: 5089.536133
	Iteration 40F: 3 clusters Score -3523701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60166.628906 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60166.63 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60401.425781 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60401.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60506.941406 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60506.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60545.335938 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60545.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60583.972656 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60583.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60652.652344 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60652.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60742.664062 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60742.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60832.433594 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60832.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60882.847656 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60882.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60915.925781 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60915.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60955.773438 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60955.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60995.535156 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60995.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61011.421875 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -61011.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61022.351562 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -61022.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61034.558594 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -61034.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61060.046875 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -61060.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61069.953125 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -61069.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61072.386719 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -61072.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61073.542969 Penalty: 3157.769287
	Iteration 18F: 3 clusters Score -61073.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61080.089844 Penalty: 3157.769287
	Iteration 19Q: 3 clusters Score -61080.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61084.820312 Penalty: 3157.769287
	Iteration 20F: 3 clusters Score -61084.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61112.945312 Penalty: 3157.769287
	Iteration 21Q: 3 clusters Score -61112.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61198.328125 Penalty: 3157.769287
	Iteration 22Q: 3 clusters Score -61198.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61371.648438 Penalty: 3157.769287
	Iteration 23Q: 3 clusters Score -61371.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61385.144531 Penalty: 3157.769287
	Iteration 24Q: 3 clusters Score -61385.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61404.667969 Penalty: 3157.769287
	Iteration 25Q: 3 clusters Score -61404.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61413.312500 Penalty: 3157.769287
	Iteration 26Q: 3 clusters Score -61413.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61421.765625 Penalty: 3157.769287
	Iteration 27Q: 3 clusters Score -61421.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61424.039062 Penalty: 3157.769287
	Iteration 28Q: 3 clusters Score -61424.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61431.246094 Penalty: 3157.769287
	Iteration 29Q: 3 clusters Score -61431.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61436.628906 Penalty: 3157.769287
	Iteration 30Q: 3 clusters Score -61436.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61443.535156 Penalty: 3157.769287
	Iteration 31Q: 3 clusters Score -61443.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61444.769531 Penalty: 3157.769287
	Iteration 32Q: 3 clusters Score -61444.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61444.769531 Penalty: 3157.769287
	Iteration 33F: 3 clusters Score -61444.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Entering Unmasked Estep 
Score: -4975475.000000 Penalty: 2628.429932
	Iteration 0F: 2 clusters Score -4975475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4948468.000000 Penalty: 5256.859863
	Iteration 0F: 3 clusters Score -4948468 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4958365.500000 Penalty: 5256.859863
	Iteration 1F: 3 clusters Score -4958366 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4958943.500000 Penalty: 5256.859863
	Iteration 2Q: 3 clusters Score -4958944 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4959530.500000 Penalty: 5256.859863
	Iteration 3Q: 3 clusters Score -4959530 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4960481.000000 Penalty: 5256.859863
	Iteration 4Q: 3 clusters Score -4960481 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4961959.000000 Penalty: 5256.859863
	Iteration 5F: 3 clusters Score -4961959 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4964077.000000 Penalty: 5256.859863
	Iteration 6F: 3 clusters Score -4964077 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4966660.000000 Penalty: 5256.859863
	Iteration 7F: 3 clusters Score -4966660 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4969013.500000 Penalty: 5256.859863
	Iteration 8F: 3 clusters Score -4969014 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4970723.500000 Penalty: 5256.859863
	Iteration 9F: 3 clusters Score -4970724 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4971791.000000 Penalty: 5256.859863
	Iteration 10Q: 3 clusters Score -4971791 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -4972436.500000 Penalty: 5256.859863
	Iteration 11Q: 3 clusters Score -4972436 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4972794.000000 Penalty: 5256.859863
	Iteration 12Q: 3 clusters Score -4972794 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4973017.000000 Penalty: 5256.859863
	Iteration 13Q: 3 clusters Score -4973017 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -4973178.500000 Penalty: 5256.859863
	Iteration 14Q: 3 clusters Score -4973178 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -4973260.000000 Penalty: 5256.859863
	Iteration 15Q: 3 clusters Score -4973260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -4973349.000000 Penalty: 5256.859863
	Iteration 16Q: 3 clusters Score -4973349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4973381.500000 Penalty: 5256.859863
	Iteration 17Q: 3 clusters Score -4973382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4973406.000000 Penalty: 5256.859863
	Iteration 18Q: 3 clusters Score -4973406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4973414.000000 Penalty: 5256.859863
	Iteration 19Q: 3 clusters Score -4973414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -4973416.500000 Penalty: 5256.859863
	Iteration 20F: 3 clusters Score -4973416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4973435.000000 Penalty: 5256.859863
	Iteration 21Q: 3 clusters Score -4973435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4973443.500000 Penalty: 5256.859863
	Iteration 22Q: 3 clusters Score -4973444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4973442.000000 Penalty: 5256.859863
	Iteration 23Q: 3 clusters Score -4973442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4973441.500000 Penalty: 5256.859863
	Iteration 24Q: 3 clusters Score -4973442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4973448.000000 Penalty: 5256.859863
	Iteration 25Q: 3 clusters Score -4973448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -4973446.500000 Penalty: 5256.859863
	Iteration 26Q: 3 clusters Score -4973446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4973449.500000 Penalty: 5256.859863
	Iteration 27Q: 3 clusters Score -4973450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4973455.000000 Penalty: 5256.859863
	Iteration 28Q: 3 clusters Score -4973455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4973460.500000 Penalty: 5256.859863
	Iteration 29Q: 3 clusters Score -4973460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -4973461.500000 Penalty: 5256.859863
	Iteration 30Q: 3 clusters Score -4973462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -4973462.000000 Penalty: 5256.859863
	Iteration 31Q: 3 clusters Score -4973462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -4973460.500000 Penalty: 5256.859863
	Iteration 32Q: 3 clusters Score -4973460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -4973460.500000 Penalty: 5256.859863
	Iteration 33F: 3 clusters Score -4973460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -793224.687500 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -793224.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -787764.187500 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -787764.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -789144.812500 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -789144.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -789407.125000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -789407.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -789621.250000 Penalty: 4355.575195
	Iteration 3F: 3 clusters Score -789621.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -789829.875000 Penalty: 4355.575195
	Iteration 4Q: 3 clusters Score -789829.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -790109.625000 Penalty: 4355.575195
	Iteration 5Q: 3 clusters Score -790109.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -790506.000000 Penalty: 4355.575195
	Iteration 6F: 3 clusters Score -790506 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -791024.625000 Penalty: 4355.575195
	Iteration 7F: 3 clusters Score -791024.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -791526.812500 Penalty: 4355.575195
	Iteration 8F: 3 clusters Score -791526.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -791862.187500 Penalty: 4355.575195
	Iteration 9F: 3 clusters Score -791862.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -792071.312500 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -792071.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -792193.875000 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -792193.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -792262.000000 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -792262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -792299.875000 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -792299.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -792324.625000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -792324.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -792332.937500 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -792332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -792338.125000 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -792338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -792342.062500 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -792342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -792347.750000 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -792347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -792353.312500 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -792353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -792355.875000 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -792355.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -792359.250000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -792359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -792359.500000 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -792359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -792362.125000 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -792362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -792364.000000 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -792364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -792363.500000 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -792363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -792364.375000 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -792364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -792365.125000 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -792365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -792366.875000 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -792366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -792369.125000 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -792369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -792369.125000 Penalty: 4355.575195
	Iteration 30F: 3 clusters Score -792369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Entering Unmasked Estep 
Score: -1773094.500000 Penalty: 2376.380615
	Iteration 0F: 2 clusters Score -1773094 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 7322 members 
Entering Unmasked Estep 
Score: -1762583.125000 Penalty: 4752.761230
	Iteration 0F: 3 clusters Score -1762583 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1766275.625000 Penalty: 4752.761230
	Iteration 1F: 3 clusters Score -1766276 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1766897.750000 Penalty: 4752.761230
	Iteration 2F: 3 clusters Score -1766898 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1767350.000000 Penalty: 4752.761230
	Iteration 3F: 3 clusters Score -1767350 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1767674.625000 Penalty: 4752.761230
	Iteration 4F: 3 clusters Score -1767675 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1767975.625000 Penalty: 4752.761230
	Iteration 5Q: 3 clusters Score -1767976 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1768369.125000 Penalty: 4752.761230
	Iteration 6Q: 3 clusters Score -1768369 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1768881.500000 Penalty: 4752.761230
	Iteration 7F: 3 clusters Score -1768882 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1769461.375000 Penalty: 4752.761230
	Iteration 8F: 3 clusters Score -1769461 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1770062.000000 Penalty: 4752.761230
	Iteration 9F: 3 clusters Score -1770062 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1770578.375000 Penalty: 4752.761230
	Iteration 10Q: 3 clusters Score -1770578 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1770935.500000 Penalty: 4752.761230
	Iteration 11Q: 3 clusters Score -1770936 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1771217.000000 Penalty: 4752.761230
	Iteration 12Q: 3 clusters Score -1771217 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1771430.875000 Penalty: 4752.761230
	Iteration 13Q: 3 clusters Score -1771431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1771563.125000 Penalty: 4752.761230
	Iteration 14Q: 3 clusters Score -1771563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1771683.375000 Penalty: 4752.761230
	Iteration 15Q: 3 clusters Score -1771683 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1771760.500000 Penalty: 4752.761230
	Iteration 16Q: 3 clusters Score -1771760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1771827.875000 Penalty: 4752.761230
	Iteration 17Q: 3 clusters Score -1771828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1771890.250000 Penalty: 4752.761230
	Iteration 18Q: 3 clusters Score -1771890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1771943.875000 Penalty: 4752.761230
	Iteration 19Q: 3 clusters Score -1771944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1771993.125000 Penalty: 4752.761230
	Iteration 20F: 3 clusters Score -1771993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1772038.375000 Penalty: 4752.761230
	Iteration 21Q: 3 clusters Score -1772038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1772082.125000 Penalty: 4752.761230
	Iteration 22Q: 3 clusters Score -1772082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1772122.000000 Penalty: 4752.761230
	Iteration 23Q: 3 clusters Score -1772122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1772151.125000 Penalty: 4752.761230
	Iteration 24Q: 3 clusters Score -1772151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1772169.125000 Penalty: 4752.761230
	Iteration 25Q: 3 clusters Score -1772169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1772186.125000 Penalty: 4752.761230
	Iteration 26Q: 3 clusters Score -1772186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1772192.875000 Penalty: 4752.761230
	Iteration 27Q: 3 clusters Score -1772193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1772194.500000 Penalty: 4752.761230
	Iteration 28Q: 3 clusters Score -1772194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1772196.750000 Penalty: 4752.761230
	Iteration 29Q: 3 clusters Score -1772197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1772196.875000 Penalty: 4752.761230
	Iteration 30Q: 3 clusters Score -1772197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1772200.750000 Penalty: 4752.761230
	Iteration 31Q: 3 clusters Score -1772201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1772201.125000 Penalty: 4752.761230
	Iteration 32Q: 3 clusters Score -1772201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1772200.250000 Penalty: 4752.761230
	Iteration 33Q: 3 clusters Score -1772200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1772198.875000 Penalty: 4752.761230
	Iteration 34Q: 3 clusters Score -1772199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1772200.000000 Penalty: 4752.761230
	Iteration 35Q: 3 clusters Score -1772200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1772199.000000 Penalty: 4752.761230
	Iteration 36Q: 3 clusters Score -1772199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1772202.625000 Penalty: 4752.761230
	Iteration 37Q: 3 clusters Score -1772203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1772203.500000 Penalty: 4752.761230
	Iteration 38Q: 3 clusters Score -1772204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1772209.000000 Penalty: 4752.761230
	Iteration 39F: 3 clusters Score -1772209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1772211.250000 Penalty: 4752.761230
	Iteration 40F: 3 clusters Score -1772211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1772215.125000 Penalty: 4752.761230
	Iteration 41Q: 3 clusters Score -1772215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1772215.125000 Penalty: 4752.761230
	Iteration 42F: 3 clusters Score -1772215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Entering Unmasked Estep 
Score: -4506187.000000 Penalty: 2604.957520
	Iteration 0F: 2 clusters Score -4506187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4481322.000000 Penalty: 5209.915039
	Iteration 0F: 3 clusters Score -4481322 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4490444.000000 Penalty: 5209.915039
	Iteration 1F: 3 clusters Score -4490444 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4490951.500000 Penalty: 5209.915039
	Iteration 2Q: 3 clusters Score -4490952 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4491413.500000 Penalty: 5209.915039
	Iteration 3Q: 3 clusters Score -4491414 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -4491968.500000 Penalty: 5209.915039
	Iteration 4Q: 3 clusters Score -4491968 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4492605.500000 Penalty: 5209.915039
	Iteration 5Q: 3 clusters Score -4492606 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4493287.500000 Penalty: 5209.915039
	Iteration 6Q: 3 clusters Score -4493288 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4494034.000000 Penalty: 5209.915039
	Iteration 7Q: 3 clusters Score -4494034 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4494920.500000 Penalty: 5209.915039
	Iteration 8Q: 3 clusters Score -4494920 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4495999.500000 Penalty: 5209.915039
	Iteration 9Q: 3 clusters Score -4496000 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4497251.500000 Penalty: 5209.915039
	Iteration 10F: 3 clusters Score -4497252 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4498686.500000 Penalty: 5209.915039
	Iteration 11F: 3 clusters Score -4498686 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4500096.500000 Penalty: 5209.915039
	Iteration 12F: 3 clusters Score -4500096 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4501341.500000 Penalty: 5209.915039
	Iteration 13Q: 3 clusters Score -4501342 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4502254.500000 Penalty: 5209.915039
	Iteration 14Q: 3 clusters Score -4502254 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4502892.000000 Penalty: 5209.915039
	Iteration 15Q: 3 clusters Score -4502892 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4503296.000000 Penalty: 5209.915039
	Iteration 16Q: 3 clusters Score -4503296 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4503526.500000 Penalty: 5209.915039
	Iteration 17Q: 3 clusters Score -4503526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4503662.000000 Penalty: 5209.915039
	Iteration 18Q: 3 clusters Score -4503662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4503751.500000 Penalty: 5209.915039
	Iteration 19Q: 3 clusters Score -4503752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4503820.000000 Penalty: 5209.915039
	Iteration 20F: 3 clusters Score -4503820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4503865.500000 Penalty: 5209.915039
	Iteration 21Q: 3 clusters Score -4503866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4503906.500000 Penalty: 5209.915039
	Iteration 22Q: 3 clusters Score -4503906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4503930.500000 Penalty: 5209.915039
	Iteration 23Q: 3 clusters Score -4503930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4503949.500000 Penalty: 5209.915039
	Iteration 24Q: 3 clusters Score -4503950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4503981.500000 Penalty: 5209.915039
	Iteration 25Q: 3 clusters Score -4503982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4504008.000000 Penalty: 5209.915039
	Iteration 26Q: 3 clusters Score -4504008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4504021.000000 Penalty: 5209.915039
	Iteration 27Q: 3 clusters Score -4504021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4504038.000000 Penalty: 5209.915039
	Iteration 28Q: 3 clusters Score -4504038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4504035.500000 Penalty: 5209.915039
	Iteration 29Q: 3 clusters Score -4504036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4504046.500000 Penalty: 5209.915039
	Iteration 30Q: 3 clusters Score -4504046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4504048.000000 Penalty: 5209.915039
	Iteration 31Q: 3 clusters Score -4504048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4504051.000000 Penalty: 5209.915039
	Iteration 32Q: 3 clusters Score -4504051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4504050.500000 Penalty: 5209.915039
	Iteration 33Q: 3 clusters Score -4504050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4504054.500000 Penalty: 5209.915039
	Iteration 34Q: 3 clusters Score -4504054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4504054.500000 Penalty: 5209.915039
	Iteration 35F: 3 clusters Score -4504054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -1291526.500000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -1291526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1283796.250000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -1283796 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1286048.500000 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -1286048 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1286309.375000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -1286309 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1286492.375000 Penalty: 4574.098145
	Iteration 3Q: 3 clusters Score -1286492 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1286613.125000 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -1286613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1286722.250000 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -1286722 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1286820.625000 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -1286821 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1286892.500000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -1286892 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1286967.500000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -1286968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1287051.875000 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -1287052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1287147.625000 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -1287148 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1287260.125000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -1287260 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1287405.125000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -1287405 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1287593.250000 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -1287593 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1287780.125000 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -1287780 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1288013.125000 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -1288013 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1288271.000000 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -1288271 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1288533.625000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -1288534 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1288759.625000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -1288760 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1288927.750000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -1288928 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1289093.250000 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -1289093 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1289210.625000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -1289211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1289294.500000 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -1289294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1289353.125000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -1289353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1289396.500000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -1289396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1289426.125000 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -1289426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1289460.625000 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -1289461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1289484.875000 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -1289485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1289508.250000 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -1289508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1289517.500000 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -1289518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1289521.625000 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -1289522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1289522.750000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -1289523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1289526.625000 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -1289527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1289527.000000 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -1289527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1289527.375000 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -1289527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1289527.375000 Penalty: 4574.098145
	Iteration 35F: 3 clusters Score -1289527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -509815.218750 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -509815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -505554.312500 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -505554.3 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -506645.031250 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -506645 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -506970.218750 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -506970.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -507213.843750 Penalty: 4192.463867
	Iteration 3F: 3 clusters Score -507213.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -507425.875000 Penalty: 4192.463867
	Iteration 4F: 3 clusters Score -507425.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -507579.406250 Penalty: 4192.463867
	Iteration 5Q: 3 clusters Score -507579.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -507715.750000 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -507715.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -507845.437500 Penalty: 4192.463867
	Iteration 7Q: 3 clusters Score -507845.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -507935.593750 Penalty: 4192.463867
	Iteration 8Q: 3 clusters Score -507935.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -507995.187500 Penalty: 4192.463867
	Iteration 9Q: 3 clusters Score -507995.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -508035.843750 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -508035.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -508071.937500 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -508071.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -508104.625000 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -508104.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -508128.562500 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -508128.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -508150.437500 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -508150.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -508167.000000 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -508167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -508179.781250 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -508179.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -508195.718750 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -508195.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -508207.656250 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -508207.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -508218.906250 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -508218.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -508232.281250 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -508232.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -508249.406250 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -508249.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -508264.937500 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -508264.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -508280.218750 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -508280.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -508292.375000 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -508292.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -508302.187500 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -508302.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -508311.500000 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -508311.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -508319.281250 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -508319.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -508326.843750 Penalty: 4192.463867
	Iteration 28Q: 3 clusters Score -508326.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -508335.312500 Penalty: 4192.463867
	Iteration 29Q: 3 clusters Score -508335.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -508345.875000 Penalty: 4192.463867
	Iteration 30Q: 3 clusters Score -508345.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -508353.375000 Penalty: 4192.463867
	Iteration 31Q: 3 clusters Score -508353.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -508361.500000 Penalty: 4192.463867
	Iteration 32Q: 3 clusters Score -508361.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -508373.562500 Penalty: 4192.463867
	Iteration 33Q: 3 clusters Score -508373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -508389.625000 Penalty: 4192.463867
	Iteration 34Q: 3 clusters Score -508389.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -508408.531250 Penalty: 4192.463867
	Iteration 35Q: 3 clusters Score -508408.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -508427.312500 Penalty: 4192.463867
	Iteration 36Q: 3 clusters Score -508427.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -508447.312500 Penalty: 4192.463867
	Iteration 37Q: 3 clusters Score -508447.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -508467.718750 Penalty: 4192.463867
	Iteration 38Q: 3 clusters Score -508467.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -508485.500000 Penalty: 4192.463867
	Iteration 39Q: 3 clusters Score -508485.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -508502.500000 Penalty: 4192.463867
	Iteration 40F: 3 clusters Score -508502.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -508518.062500 Penalty: 4192.463867
	Iteration 41Q: 3 clusters Score -508518.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -508529.156250 Penalty: 4192.463867
	Iteration 42Q: 3 clusters Score -508529.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -508542.062500 Penalty: 4192.463867
	Iteration 43Q: 3 clusters Score -508542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -508555.968750 Penalty: 4192.463867
	Iteration 44Q: 3 clusters Score -508556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -508569.281250 Penalty: 4192.463867
	Iteration 45Q: 3 clusters Score -508569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -508585.718750 Penalty: 4192.463867
	Iteration 46Q: 3 clusters Score -508585.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -508606.562500 Penalty: 4192.463867
	Iteration 47Q: 3 clusters Score -508606.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -508628.406250 Penalty: 4192.463867
	Iteration 48Q: 3 clusters Score -508628.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -508650.125000 Penalty: 4192.463867
	Iteration 49Q: 3 clusters Score -508650.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -508663.250000 Penalty: 4192.463867
	Iteration 50Q: 3 clusters Score -508663.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -508673.968750 Penalty: 4192.463867
	Iteration 51Q: 3 clusters Score -508674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -508682.750000 Penalty: 4192.463867
	Iteration 52Q: 3 clusters Score -508682.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -508689.718750 Penalty: 4192.463867
	Iteration 53Q: 3 clusters Score -508689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -508690.187500 Penalty: 4192.463867
	Iteration 54Q: 3 clusters Score -508690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -508690.781250 Penalty: 4192.463867
	Iteration 55Q: 3 clusters Score -508690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -508692.593750 Penalty: 4192.463867
	Iteration 56Q: 3 clusters Score -508692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -508694.031250 Penalty: 4192.463867
	Iteration 57Q: 3 clusters Score -508694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -508695.781250 Penalty: 4192.463867
	Iteration 58Q: 3 clusters Score -508695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -508696.125000 Penalty: 4192.463867
	Iteration 59Q: 3 clusters Score -508696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -508697.062500 Penalty: 4192.463867
	Iteration 60F: 3 clusters Score -508697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -508697.906250 Penalty: 4192.463867
	Iteration 61Q: 3 clusters Score -508697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -508698.281250 Penalty: 4192.463867
	Iteration 62Q: 3 clusters Score -508698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -508699.875000 Penalty: 4192.463867
	Iteration 63Q: 3 clusters Score -508699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -508700.937500 Penalty: 4192.463867
	Iteration 64Q: 3 clusters Score -508700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -508702.187500 Penalty: 4192.463867
	Iteration 65Q: 3 clusters Score -508702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -508703.437500 Penalty: 4192.463867
	Iteration 66Q: 3 clusters Score -508703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -508703.593750 Penalty: 4192.463867
	Iteration 67Q: 3 clusters Score -508703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -508703.718750 Penalty: 4192.463867
	Iteration 68Q: 3 clusters Score -508703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -508705.593750 Penalty: 4192.463867
	Iteration 69Q: 3 clusters Score -508705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -508706.531250 Penalty: 4192.463867
	Iteration 70Q: 3 clusters Score -508706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -508707.625000 Penalty: 4192.463867
	Iteration 71Q: 3 clusters Score -508707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -508708.062500 Penalty: 4192.463867
	Iteration 72Q: 3 clusters Score -508708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -508709.531250 Penalty: 4192.463867
	Iteration 73Q: 3 clusters Score -508709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -508709.593750 Penalty: 4192.463867
	Iteration 74Q: 3 clusters Score -508709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -508709.812500 Penalty: 4192.463867
	Iteration 75Q: 3 clusters Score -508709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -508711.187500 Penalty: 4192.463867
	Iteration 76Q: 3 clusters Score -508711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -508711.187500 Penalty: 4192.463867
	Iteration 77F: 3 clusters Score -508711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -271033.312500 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -271033.3 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 1061 members 
Entering Unmasked Estep 
Score: -268279.562500 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -268279.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268790.687500 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -268790.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268916.718750 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -268916.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -268999.625000 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -268999.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -269046.718750 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -269046.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269074.062500 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -269074.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269090.968750 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -269091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269098.500000 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -269098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -269103.031250 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -269103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269106.656250 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -269106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269109.468750 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -269109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269111.906250 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -269111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -269113.250000 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -269113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -269115.437500 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -269115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269117.406250 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -269117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269119.125000 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -269119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269119.125000 Penalty: 3806.840576
	Iteration 16F: 3 clusters Score -269119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Entering Unmasked Estep 
Score: -3241363.250000 Penalty: 2518.754150
	Iteration 0F: 2 clusters Score -3241363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3223554.250000 Penalty: 5037.508301
	Iteration 0F: 3 clusters Score -3223554 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3229631.750000 Penalty: 5037.508301
	Iteration 1F: 3 clusters Score -3229632 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3230013.750000 Penalty: 5037.508301
	Iteration 2Q: 3 clusters Score -3230014 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3230324.250000 Penalty: 5037.508301
	Iteration 3Q: 3 clusters Score -3230324 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3230636.250000 Penalty: 5037.508301
	Iteration 4Q: 3 clusters Score -3230636 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3230910.000000 Penalty: 5037.508301
	Iteration 5Q: 3 clusters Score -3230910 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3231182.500000 Penalty: 5037.508301
	Iteration 6Q: 3 clusters Score -3231182 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3231506.750000 Penalty: 5037.508301
	Iteration 7Q: 3 clusters Score -3231507 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3231867.250000 Penalty: 5037.508301
	Iteration 8Q: 3 clusters Score -3231867 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -3232288.000000 Penalty: 5037.508301
	Iteration 9Q: 3 clusters Score -3232288 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3232760.750000 Penalty: 5037.508301
	Iteration 10Q: 3 clusters Score -3232761 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3233281.000000 Penalty: 5037.508301
	Iteration 11Q: 3 clusters Score -3233281 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3233880.250000 Penalty: 5037.508301
	Iteration 12Q: 3 clusters Score -3233880 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3234543.500000 Penalty: 5037.508301
	Iteration 13Q: 3 clusters Score -3234544 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3235025.750000 Penalty: 5037.508301
	Iteration 14Q: 3 clusters Score -3235026 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3235327.000000 Penalty: 5037.508301
	Iteration 15Q: 3 clusters Score -3235327 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3235518.000000 Penalty: 5037.508301
	Iteration 16Q: 3 clusters Score -3235518 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3235622.500000 Penalty: 5037.508301
	Iteration 17Q: 3 clusters Score -3235622 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3235663.000000 Penalty: 5037.508301
	Iteration 18Q: 3 clusters Score -3235663 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3235711.750000 Penalty: 5037.508301
	Iteration 19Q: 3 clusters Score -3235712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3235751.500000 Penalty: 5037.508301
	Iteration 20F: 3 clusters Score -3235752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3235785.750000 Penalty: 5037.508301
	Iteration 21Q: 3 clusters Score -3235786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3235827.750000 Penalty: 5037.508301
	Iteration 22Q: 3 clusters Score -3235828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3235851.250000 Penalty: 5037.508301
	Iteration 23Q: 3 clusters Score -3235851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3235888.500000 Penalty: 5037.508301
	Iteration 24Q: 3 clusters Score -3235888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3235928.750000 Penalty: 5037.508301
	Iteration 25Q: 3 clusters Score -3235929 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3235953.250000 Penalty: 5037.508301
	Iteration 26Q: 3 clusters Score -3235953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3235982.750000 Penalty: 5037.508301
	Iteration 27Q: 3 clusters Score -3235983 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3236016.500000 Penalty: 5037.508301
	Iteration 28Q: 3 clusters Score -3236016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3236048.250000 Penalty: 5037.508301
	Iteration 29Q: 3 clusters Score -3236048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3236077.500000 Penalty: 5037.508301
	Iteration 30Q: 3 clusters Score -3236078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3236122.000000 Penalty: 5037.508301
	Iteration 31Q: 3 clusters Score -3236122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3236167.750000 Penalty: 5037.508301
	Iteration 32Q: 3 clusters Score -3236168 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3236219.500000 Penalty: 5037.508301
	Iteration 33Q: 3 clusters Score -3236220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3236286.250000 Penalty: 5037.508301
	Iteration 34Q: 3 clusters Score -3236286 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3236339.000000 Penalty: 5037.508301
	Iteration 35Q: 3 clusters Score -3236339 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3236424.250000 Penalty: 5037.508301
	Iteration 36Q: 3 clusters Score -3236424 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3236495.500000 Penalty: 5037.508301
	Iteration 37Q: 3 clusters Score -3236496 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3236573.750000 Penalty: 5037.508301
	Iteration 38Q: 3 clusters Score -3236574 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3236678.250000 Penalty: 5037.508301
	Iteration 39Q: 3 clusters Score -3236678 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3236767.750000 Penalty: 5037.508301
	Iteration 40F: 3 clusters Score -3236768 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3236913.000000 Penalty: 5037.508301
	Iteration 41Q: 3 clusters Score -3236913 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3237065.000000 Penalty: 5037.508301
	Iteration 42Q: 3 clusters Score -3237065 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3237202.250000 Penalty: 5037.508301
	Iteration 43Q: 3 clusters Score -3237202 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3237372.500000 Penalty: 5037.508301
	Iteration 44Q: 3 clusters Score -3237372 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3237505.750000 Penalty: 5037.508301
	Iteration 45Q: 3 clusters Score -3237506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3237677.500000 Penalty: 5037.508301
	Iteration 46Q: 3 clusters Score -3237678 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3237837.000000 Penalty: 5037.508301
	Iteration 47Q: 3 clusters Score -3237837 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3237998.750000 Penalty: 5037.508301
	Iteration 48Q: 3 clusters Score -3237999 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3238152.000000 Penalty: 5037.508301
	Iteration 49Q: 3 clusters Score -3238152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3238309.500000 Penalty: 5037.508301
	Iteration 50Q: 3 clusters Score -3238310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3238445.500000 Penalty: 5037.508301
	Iteration 51Q: 3 clusters Score -3238446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3238558.250000 Penalty: 5037.508301
	Iteration 52Q: 3 clusters Score -3238558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3238649.750000 Penalty: 5037.508301
	Iteration 53Q: 3 clusters Score -3238650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3238716.250000 Penalty: 5037.508301
	Iteration 54Q: 3 clusters Score -3238716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3238793.250000 Penalty: 5037.508301
	Iteration 55Q: 3 clusters Score -3238793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3238853.500000 Penalty: 5037.508301
	Iteration 56Q: 3 clusters Score -3238854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3238899.500000 Penalty: 5037.508301
	Iteration 57Q: 3 clusters Score -3238900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3238934.500000 Penalty: 5037.508301
	Iteration 58Q: 3 clusters Score -3238934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3238975.250000 Penalty: 5037.508301
	Iteration 59Q: 3 clusters Score -3238975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3239000.750000 Penalty: 5037.508301
	Iteration 60F: 3 clusters Score -3239001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3239029.750000 Penalty: 5037.508301
	Iteration 61Q: 3 clusters Score -3239030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3239050.250000 Penalty: 5037.508301
	Iteration 62Q: 3 clusters Score -3239050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3239061.250000 Penalty: 5037.508301
	Iteration 63Q: 3 clusters Score -3239061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3239075.250000 Penalty: 5037.508301
	Iteration 64Q: 3 clusters Score -3239075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3239092.000000 Penalty: 5037.508301
	Iteration 65Q: 3 clusters Score -3239092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3239096.250000 Penalty: 5037.508301
	Iteration 66Q: 3 clusters Score -3239096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3239105.000000 Penalty: 5037.508301
	Iteration 67Q: 3 clusters Score -3239105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3239114.000000 Penalty: 5037.508301
	Iteration 68Q: 3 clusters Score -3239114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3239109.750000 Penalty: 5037.508301
	Iteration 69Q: 3 clusters Score -3239110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3239120.750000 Penalty: 5037.508301
	Iteration 70Q: 3 clusters Score -3239121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3239127.250000 Penalty: 5037.508301
	Iteration 71Q: 3 clusters Score -3239127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3239132.000000 Penalty: 5037.508301
	Iteration 72Q: 3 clusters Score -3239132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3239135.750000 Penalty: 5037.508301
	Iteration 73Q: 3 clusters Score -3239136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3239143.000000 Penalty: 5037.508301
	Iteration 74Q: 3 clusters Score -3239143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3239144.250000 Penalty: 5037.508301
	Iteration 75Q: 3 clusters Score -3239144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3239149.250000 Penalty: 5037.508301
	Iteration 76Q: 3 clusters Score -3239149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3239152.500000 Penalty: 5037.508301
	Iteration 77Q: 3 clusters Score -3239152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3239154.250000 Penalty: 5037.508301
	Iteration 78Q: 3 clusters Score -3239154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3239155.500000 Penalty: 5037.508301
	Iteration 79Q: 3 clusters Score -3239156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3239158.500000 Penalty: 5037.508301
	Iteration 80F: 3 clusters Score -3239158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3239156.750000 Penalty: 5037.508301
	Iteration 81Q: 3 clusters Score -3239157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3239161.750000 Penalty: 5037.508301
	Iteration 82Q: 3 clusters Score -3239162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3239168.000000 Penalty: 5037.508301
	Iteration 83Q: 3 clusters Score -3239168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3239170.750000 Penalty: 5037.508301
	Iteration 84Q: 3 clusters Score -3239171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3239178.000000 Penalty: 5037.508301
	Iteration 85Q: 3 clusters Score -3239178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3239181.500000 Penalty: 5037.508301
	Iteration 86Q: 3 clusters Score -3239182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3239180.250000 Penalty: 5037.508301
	Iteration 87Q: 3 clusters Score -3239180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3239182.750000 Penalty: 5037.508301
	Iteration 88Q: 3 clusters Score -3239183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3239184.250000 Penalty: 5037.508301
	Iteration 89Q: 3 clusters Score -3239184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3239182.250000 Penalty: 5037.508301
	Iteration 90Q: 3 clusters Score -3239182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3239182.500000 Penalty: 5037.508301
	Iteration 91Q: 3 clusters Score -3239182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3239183.000000 Penalty: 5037.508301
	Iteration 92Q: 3 clusters Score -3239183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3239183.000000 Penalty: 5037.508301
	Iteration 93F: 3 clusters Score -3239183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (230982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230982 members 
Entering Unmasked Estep 
Score: -29029398.000000 Penalty: 3062.823486
	Iteration 0F: 2 clusters Score -2.90294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -28875124.000000 Penalty: 6125.646973
	Iteration 0F: 3 clusters Score -2.887512e+07 nChanged 111344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 116689 members 
Entering Unmasked Estep 
Score: -28940114.000000 Penalty: 6125.646973
	Iteration 1F: 3 clusters Score -2.894011e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Mstep: Class 2 contains 117213 members 
Entering Unmasked Estep 
Score: -28941058.000000 Penalty: 6125.646973
	Iteration 2Q: 3 clusters Score -2.894106e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -28942282.000000 Penalty: 6125.646973
	Iteration 3Q: 3 clusters Score -2.894228e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -28943210.000000 Penalty: 6125.646973
	Iteration 4Q: 3 clusters Score -2.894321e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -28944540.000000 Penalty: 6125.646973
	Iteration 5Q: 3 clusters Score -2.894454e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -28946184.000000 Penalty: 6125.646973
	Iteration 6Q: 3 clusters Score -2.894618e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -28948522.000000 Penalty: 6125.646973
	Iteration 7Q: 3 clusters Score -2.894852e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -28952088.000000 Penalty: 6125.646973
	Iteration 8Q: 3 clusters Score -2.895209e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -28957694.000000 Penalty: 6125.646973
	Iteration 9Q: 3 clusters Score -2.895769e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -28966192.000000 Penalty: 6125.646973
	Iteration 10F: 3 clusters Score -2.896619e+07 nChanged 15306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -28978006.000000 Penalty: 6125.646973
	Iteration 11F: 3 clusters Score -2.897801e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 184028 members 
Entering Unmasked Estep 
Score: -28991404.000000 Penalty: 6125.646973
	Iteration 12F: 3 clusters Score -2.89914e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -29003532.000000 Penalty: 6125.646973
	Iteration 13F: 3 clusters Score -2.900353e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 210655 members 
Entering Unmasked Estep 
Score: -29012822.000000 Penalty: 6125.646973
	Iteration 14F: 3 clusters Score -2.901282e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 218815 members 
Entering Unmasked Estep 
Score: -29018860.000000 Penalty: 6125.646973
	Iteration 15Q: 3 clusters Score -2.901886e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 223860 members 
Entering Unmasked Estep 
Score: -29022444.000000 Penalty: 6125.646973
	Iteration 16Q: 3 clusters Score -2.902244e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 226739 members 
Entering Unmasked Estep 
Score: -29024322.000000 Penalty: 6125.646973
	Iteration 17Q: 3 clusters Score -2.902432e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 228306 members 
Entering Unmasked Estep 
Score: -29025370.000000 Penalty: 6125.646973
	Iteration 18Q: 3 clusters Score -2.902537e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 229154 members 
Entering Unmasked Estep 
Score: -29025974.000000 Penalty: 6125.646973
	Iteration 19Q: 3 clusters Score -2.902597e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 229638 members 
Entering Unmasked Estep 
Score: -29026256.000000 Penalty: 6125.646973
	Iteration 20F: 3 clusters Score -2.902626e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 229885 members 
Entering Unmasked Estep 
Score: -29026440.000000 Penalty: 6125.646973
	Iteration 21Q: 3 clusters Score -2.902644e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -29026530.000000 Penalty: 6125.646973
	Iteration 22Q: 3 clusters Score -2.902653e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 230159 members 
Entering Unmasked Estep 
Score: -29026642.000000 Penalty: 6125.646973
	Iteration 23Q: 3 clusters Score -2.902664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 230228 members 
Entering Unmasked Estep 
Score: -29026670.000000 Penalty: 6125.646973
	Iteration 24Q: 3 clusters Score -2.902667e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 230270 members 
Entering Unmasked Estep 
Score: -29026682.000000 Penalty: 6125.646973
	Iteration 25Q: 3 clusters Score -2.902668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 230305 members 
Entering Unmasked Estep 
Score: -29026738.000000 Penalty: 6125.646973
	Iteration 26Q: 3 clusters Score -2.902674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 230338 members 
Entering Unmasked Estep 
Score: -29026778.000000 Penalty: 6125.646973
	Iteration 27Q: 3 clusters Score -2.902678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 230352 members 
Entering Unmasked Estep 
Score: -29026786.000000 Penalty: 6125.646973
	Iteration 28Q: 3 clusters Score -2.902679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 230363 members 
Entering Unmasked Estep 
Score: -29026802.000000 Penalty: 6125.646973
	Iteration 29Q: 3 clusters Score -2.90268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 230370 members 
Entering Unmasked Estep 
Score: -29026806.000000 Penalty: 6125.646973
	Iteration 30Q: 3 clusters Score -2.902681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 230377 members 
Entering Unmasked Estep 
Score: -29026826.000000 Penalty: 6125.646973
	Iteration 31Q: 3 clusters Score -2.902683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 230383 members 
Entering Unmasked Estep 
Score: -29026824.000000 Penalty: 6125.646973
	Iteration 32Q: 3 clusters Score -2.902682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 230387 members 
Entering Unmasked Estep 
Score: -29026820.000000 Penalty: 6125.646973
	Iteration 33Q: 3 clusters Score -2.902682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 230393 members 
Entering Unmasked Estep 
Score: -29026844.000000 Penalty: 6125.646973
	Iteration 34Q: 3 clusters Score -2.902684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 230397 members 
Entering Unmasked Estep 
Score: -29026844.000000 Penalty: 6125.646973
	Iteration 35Q: 3 clusters Score -2.902684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 230399 members 
Entering Unmasked Estep 
Score: -29026836.000000 Penalty: 6125.646973
	Iteration 36Q: 3 clusters Score -2.902684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 230402 members 
Entering Unmasked Estep 
Score: -29026832.000000 Penalty: 6125.646973
	Iteration 37Q: 3 clusters Score -2.902683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 230406 members 
Entering Unmasked Estep 
Score: -29026834.000000 Penalty: 6125.646973
	Iteration 38Q: 3 clusters Score -2.902683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 230409 members 
Entering Unmasked Estep 
Score: -29026828.000000 Penalty: 6125.646973
	Iteration 39Q: 3 clusters Score -2.902683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -29026830.000000 Penalty: 6125.646973
	Iteration 40F: 3 clusters Score -2.902683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 230410 members 
Entering Unmasked Estep 
Score: -29026840.000000 Penalty: 6125.646973
	Iteration 41Q: 3 clusters Score -2.902684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 230412 members 
Entering Unmasked Estep 
Score: -29026836.000000 Penalty: 6125.646973
	Iteration 42Q: 3 clusters Score -2.902684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 230413 members 
Entering Unmasked Estep 
Score: -29026840.000000 Penalty: 6125.646973
	Iteration 43Q: 3 clusters Score -2.902684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 230414 members 
Entering Unmasked Estep 
Score: -29026844.000000 Penalty: 6125.646973
	Iteration 44Q: 3 clusters Score -2.902684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 230416 members 
Entering Unmasked Estep 
Score: -29026850.000000 Penalty: 6125.646973
	Iteration 45Q: 3 clusters Score -2.902685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 230417 members 
Entering Unmasked Estep 
Score: -29026868.000000 Penalty: 6125.646973
	Iteration 46Q: 3 clusters Score -2.902687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 230417 members 
Entering Unmasked Estep 
Score: -29026868.000000 Penalty: 6125.646973
	Iteration 47F: 3 clusters Score -2.902687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Entering Unmasked Estep 
Score: -1105487.500000 Penalty: 2261.156738
	Iteration 0F: 2 clusters Score -1105488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1098324.375000 Penalty: 4522.313477
	Iteration 0F: 3 clusters Score -1098324 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1100341.125000 Penalty: 4522.313477
	Iteration 1F: 3 clusters Score -1100341 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1100686.750000 Penalty: 4522.313477
	Iteration 2F: 3 clusters Score -1100687 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1100959.750000 Penalty: 4522.313477
	Iteration 3F: 3 clusters Score -1100960 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1101190.125000 Penalty: 4522.313477
	Iteration 4Q: 3 clusters Score -1101190 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1101398.125000 Penalty: 4522.313477
	Iteration 5Q: 3 clusters Score -1101398 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1101631.000000 Penalty: 4522.313477
	Iteration 6Q: 3 clusters Score -1101631 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1101882.375000 Penalty: 4522.313477
	Iteration 7Q: 3 clusters Score -1101882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1102129.125000 Penalty: 4522.313477
	Iteration 8Q: 3 clusters Score -1102129 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1102375.250000 Penalty: 4522.313477
	Iteration 9Q: 3 clusters Score -1102375 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1102675.125000 Penalty: 4522.313477
	Iteration 10Q: 3 clusters Score -1102675 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1103031.250000 Penalty: 4522.313477
	Iteration 11Q: 3 clusters Score -1103031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1103394.375000 Penalty: 4522.313477
	Iteration 12Q: 3 clusters Score -1103394 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1103718.625000 Penalty: 4522.313477
	Iteration 13Q: 3 clusters Score -1103719 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1103981.250000 Penalty: 4522.313477
	Iteration 14Q: 3 clusters Score -1103981 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1104207.000000 Penalty: 4522.313477
	Iteration 15Q: 3 clusters Score -1104207 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1104360.750000 Penalty: 4522.313477
	Iteration 16Q: 3 clusters Score -1104361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1104472.375000 Penalty: 4522.313477
	Iteration 17Q: 3 clusters Score -1104472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1104564.000000 Penalty: 4522.313477
	Iteration 18Q: 3 clusters Score -1104564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1104649.750000 Penalty: 4522.313477
	Iteration 19Q: 3 clusters Score -1104650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1104735.000000 Penalty: 4522.313477
	Iteration 20F: 3 clusters Score -1104735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1104791.250000 Penalty: 4522.313477
	Iteration 21Q: 3 clusters Score -1104791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1104833.875000 Penalty: 4522.313477
	Iteration 22Q: 3 clusters Score -1104834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1104849.000000 Penalty: 4522.313477
	Iteration 23Q: 3 clusters Score -1104849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1104861.625000 Penalty: 4522.313477
	Iteration 24Q: 3 clusters Score -1104862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1104871.750000 Penalty: 4522.313477
	Iteration 25Q: 3 clusters Score -1104872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1104881.625000 Penalty: 4522.313477
	Iteration 26Q: 3 clusters Score -1104882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1104892.000000 Penalty: 4522.313477
	Iteration 27Q: 3 clusters Score -1104892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1104892.375000 Penalty: 4522.313477
	Iteration 28Q: 3 clusters Score -1104892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1104894.875000 Penalty: 4522.313477
	Iteration 29Q: 3 clusters Score -1104895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1104898.875000 Penalty: 4522.313477
	Iteration 30Q: 3 clusters Score -1104899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1104898.875000 Penalty: 4522.313477
	Iteration 31Q: 3 clusters Score -1104899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1104902.625000 Penalty: 4522.313477
	Iteration 32Q: 3 clusters Score -1104903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1104902.125000 Penalty: 4522.313477
	Iteration 33Q: 3 clusters Score -1104902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1104905.250000 Penalty: 4522.313477
	Iteration 34Q: 3 clusters Score -1104905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1104906.250000 Penalty: 4522.313477
	Iteration 35Q: 3 clusters Score -1104906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1104906.375000 Penalty: 4522.313477
	Iteration 36Q: 3 clusters Score -1104906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1104906.375000 Penalty: 4522.313477
	Iteration 37F: 3 clusters Score -1104906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Entering Unmasked Estep 
Score: -18499692.000000 Penalty: 2954.798340
	Iteration 0F: 2 clusters Score -1.849969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -18399860.000000 Penalty: 5909.596680
	Iteration 0F: 3 clusters Score -1.839986e+07 nChanged 71446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -18442232.000000 Penalty: 5909.596680
	Iteration 1F: 3 clusters Score -1.844223e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -18443384.000000 Penalty: 5909.596680
	Iteration 2Q: 3 clusters Score -1.844338e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -18445074.000000 Penalty: 5909.596680
	Iteration 3Q: 3 clusters Score -1.844507e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -18447232.000000 Penalty: 5909.596680
	Iteration 4Q: 3 clusters Score -1.844723e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -18450024.000000 Penalty: 5909.596680
	Iteration 5Q: 3 clusters Score -1.845002e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -18453724.000000 Penalty: 5909.596680
	Iteration 6Q: 3 clusters Score -1.845372e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -18457534.000000 Penalty: 5909.596680
	Iteration 7F: 3 clusters Score -1.845753e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -18462174.000000 Penalty: 5909.596680
	Iteration 8F: 3 clusters Score -1.846217e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -18466908.000000 Penalty: 5909.596680
	Iteration 9F: 3 clusters Score -1.846691e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -18471438.000000 Penalty: 5909.596680
	Iteration 10F: 3 clusters Score -1.847144e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -18476002.000000 Penalty: 5909.596680
	Iteration 11Q: 3 clusters Score -1.8476e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -18480426.000000 Penalty: 5909.596680
	Iteration 12Q: 3 clusters Score -1.848043e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -18484406.000000 Penalty: 5909.596680
	Iteration 13Q: 3 clusters Score -1.848441e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -18487530.000000 Penalty: 5909.596680
	Iteration 14Q: 3 clusters Score -1.848753e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -18490338.000000 Penalty: 5909.596680
	Iteration 15Q: 3 clusters Score -1.849034e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -18492582.000000 Penalty: 5909.596680
	Iteration 16Q: 3 clusters Score -1.849258e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 141358 members 
Entering Unmasked Estep 
Score: -18494190.000000 Penalty: 5909.596680
	Iteration 17Q: 3 clusters Score -1.849419e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -18495218.000000 Penalty: 5909.596680
	Iteration 18Q: 3 clusters Score -1.849522e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -18495926.000000 Penalty: 5909.596680
	Iteration 19Q: 3 clusters Score -1.849593e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -18496372.000000 Penalty: 5909.596680
	Iteration 20F: 3 clusters Score -1.849637e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -18496754.000000 Penalty: 5909.596680
	Iteration 21Q: 3 clusters Score -1.849675e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -18496890.000000 Penalty: 5909.596680
	Iteration 22Q: 3 clusters Score -1.849689e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -18497030.000000 Penalty: 5909.596680
	Iteration 23Q: 3 clusters Score -1.849703e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -18497114.000000 Penalty: 5909.596680
	Iteration 24Q: 3 clusters Score -1.849711e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 147456 members 
Entering Unmasked Estep 
Score: -18497190.000000 Penalty: 5909.596680
	Iteration 25Q: 3 clusters Score -1.849719e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 147568 members 
Entering Unmasked Estep 
Score: -18497234.000000 Penalty: 5909.596680
	Iteration 26Q: 3 clusters Score -1.849723e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -18497248.000000 Penalty: 5909.596680
	Iteration 27Q: 3 clusters Score -1.849725e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -18497270.000000 Penalty: 5909.596680
	Iteration 28Q: 3 clusters Score -1.849727e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 147769 members 
Entering Unmasked Estep 
Score: -18497300.000000 Penalty: 5909.596680
	Iteration 29Q: 3 clusters Score -1.84973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -18497314.000000 Penalty: 5909.596680
	Iteration 30Q: 3 clusters Score -1.849731e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -18497328.000000 Penalty: 5909.596680
	Iteration 31Q: 3 clusters Score -1.849733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -18497342.000000 Penalty: 5909.596680
	Iteration 32Q: 3 clusters Score -1.849734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -18497354.000000 Penalty: 5909.596680
	Iteration 33Q: 3 clusters Score -1.849735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 147911 members 
Entering Unmasked Estep 
Score: -18497388.000000 Penalty: 5909.596680
	Iteration 34Q: 3 clusters Score -1.849739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -18497400.000000 Penalty: 5909.596680
	Iteration 35Q: 3 clusters Score -1.84974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -18497404.000000 Penalty: 5909.596680
	Iteration 36Q: 3 clusters Score -1.84974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -18497388.000000 Penalty: 5909.596680
	Iteration 37Q: 3 clusters Score -1.849739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -18497384.000000 Penalty: 5909.596680
	Iteration 38Q: 3 clusters Score -1.849738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -18497390.000000 Penalty: 5909.596680
	Iteration 39Q: 3 clusters Score -1.849739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 147981 members 
Entering Unmasked Estep 
Score: -18497402.000000 Penalty: 5909.596680
	Iteration 40F: 3 clusters Score -1.84974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -18497404.000000 Penalty: 5909.596680
	Iteration 41Q: 3 clusters Score -1.84974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -18497418.000000 Penalty: 5909.596680
	Iteration 42Q: 3 clusters Score -1.849742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -18497412.000000 Penalty: 5909.596680
	Iteration 43Q: 3 clusters Score -1.849741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 148017 members 
Entering Unmasked Estep 
Score: -18497418.000000 Penalty: 5909.596680
	Iteration 44Q: 3 clusters Score -1.849742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 45Q: 3 clusters Score -1.849741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -18497408.000000 Penalty: 5909.596680
	Iteration 46Q: 3 clusters Score -1.849741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -18497434.000000 Penalty: 5909.596680
	Iteration 47Q: 3 clusters Score -1.849743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 48Q: 3 clusters Score -1.849741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 148046 members 
Entering Unmasked Estep 
Score: -18497418.000000 Penalty: 5909.596680
	Iteration 49Q: 3 clusters Score -1.849742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 50Q: 3 clusters Score -1.849741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 51Q: 3 clusters Score -1.849741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -18497408.000000 Penalty: 5909.596680
	Iteration 52Q: 3 clusters Score -1.849741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 53Q: 3 clusters Score -1.849741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -18497420.000000 Penalty: 5909.596680
	Iteration 54Q: 3 clusters Score -1.849742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -18497420.000000 Penalty: 5909.596680
	Iteration 55Q: 3 clusters Score -1.849742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -18497414.000000 Penalty: 5909.596680
	Iteration 56Q: 3 clusters Score -1.849741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -18497418.000000 Penalty: 5909.596680
	Iteration 57Q: 3 clusters Score -1.849742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -18497420.000000 Penalty: 5909.596680
	Iteration 58Q: 3 clusters Score -1.849742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -18497410.000000 Penalty: 5909.596680
	Iteration 59Q: 3 clusters Score -1.849741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -18497424.000000 Penalty: 5909.596680
	Iteration 60F: 3 clusters Score -1.849742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -18497430.000000 Penalty: 5909.596680
	Iteration 61Q: 3 clusters Score -1.849743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -18497430.000000 Penalty: 5909.596680
	Iteration 62Q: 3 clusters Score -1.849743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -18497424.000000 Penalty: 5909.596680
	Iteration 63Q: 3 clusters Score -1.849742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -18497436.000000 Penalty: 5909.596680
	Iteration 64Q: 3 clusters Score -1.849744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -18497428.000000 Penalty: 5909.596680
	Iteration 65Q: 3 clusters Score -1.849743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -18497430.000000 Penalty: 5909.596680
	Iteration 66Q: 3 clusters Score -1.849743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -18497436.000000 Penalty: 5909.596680
	Iteration 67Q: 3 clusters Score -1.849744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -18497444.000000 Penalty: 5909.596680
	Iteration 68Q: 3 clusters Score -1.849744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -18497454.000000 Penalty: 5909.596680
	Iteration 69Q: 3 clusters Score -1.849745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -18497458.000000 Penalty: 5909.596680
	Iteration 70Q: 3 clusters Score -1.849746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -18497468.000000 Penalty: 5909.596680
	Iteration 71Q: 3 clusters Score -1.849747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -18497466.000000 Penalty: 5909.596680
	Iteration 72Q: 3 clusters Score -1.849747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -18497472.000000 Penalty: 5909.596680
	Iteration 73Q: 3 clusters Score -1.849747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -18497444.000000 Penalty: 5909.596680
	Iteration 74Q: 3 clusters Score -1.849744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -18497460.000000 Penalty: 5909.596680
	Iteration 75Q: 3 clusters Score -1.849746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -18497454.000000 Penalty: 5909.596680
	Iteration 76Q: 3 clusters Score -1.849745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -18497464.000000 Penalty: 5909.596680
	Iteration 77Q: 3 clusters Score -1.849746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -18497464.000000 Penalty: 5909.596680
	Iteration 78Q: 3 clusters Score -1.849746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -18497470.000000 Penalty: 5909.596680
	Iteration 79Q: 3 clusters Score -1.849747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 148129 members 
Entering Unmasked Estep 
Score: -18497474.000000 Penalty: 5909.596680
	Iteration 80F: 3 clusters Score -1.849747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -18497472.000000 Penalty: 5909.596680
	Iteration 81Q: 3 clusters Score -1.849747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 148138 members 
Entering Unmasked Estep 
Score: -18497484.000000 Penalty: 5909.596680
	Iteration 82Q: 3 clusters Score -1.849748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -18497492.000000 Penalty: 5909.596680
	Iteration 83Q: 3 clusters Score -1.849749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -18497488.000000 Penalty: 5909.596680
	Iteration 84Q: 3 clusters Score -1.849749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -18497488.000000 Penalty: 5909.596680
	Iteration 85Q: 3 clusters Score -1.849749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 148146 members 
Entering Unmasked Estep 
Score: -18497484.000000 Penalty: 5909.596680
	Iteration 86Q: 3 clusters Score -1.849748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 148146 members 
Entering Unmasked Estep 
Score: -18497484.000000 Penalty: 5909.596680
	Iteration 87F: 3 clusters Score -1.849748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Entering Unmasked Estep 
Score: -3993871.750000 Penalty: 2588.097900
	Iteration 0F: 2 clusters Score -3993872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3970817.000000 Penalty: 5176.195801
	Iteration 0F: 3 clusters Score -3970817 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3980285.000000 Penalty: 5176.195801
	Iteration 1F: 3 clusters Score -3980285 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3981732.500000 Penalty: 5176.195801
	Iteration 2F: 3 clusters Score -3981732 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3983245.250000 Penalty: 5176.195801
	Iteration 3F: 3 clusters Score -3983245 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3984551.750000 Penalty: 5176.195801
	Iteration 4F: 3 clusters Score -3984552 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3985710.750000 Penalty: 5176.195801
	Iteration 5F: 3 clusters Score -3985711 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3986780.250000 Penalty: 5176.195801
	Iteration 6F: 3 clusters Score -3986780 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3987822.500000 Penalty: 5176.195801
	Iteration 7Q: 3 clusters Score -3987822 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3988711.000000 Penalty: 5176.195801
	Iteration 8Q: 3 clusters Score -3988711 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3989421.250000 Penalty: 5176.195801
	Iteration 9Q: 3 clusters Score -3989421 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3990049.250000 Penalty: 5176.195801
	Iteration 10Q: 3 clusters Score -3990049 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3990572.000000 Penalty: 5176.195801
	Iteration 11Q: 3 clusters Score -3990572 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3991013.750000 Penalty: 5176.195801
	Iteration 12Q: 3 clusters Score -3991014 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3991372.750000 Penalty: 5176.195801
	Iteration 13Q: 3 clusters Score -3991373 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3991630.750000 Penalty: 5176.195801
	Iteration 14Q: 3 clusters Score -3991631 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3991842.500000 Penalty: 5176.195801
	Iteration 15Q: 3 clusters Score -3991842 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3991964.000000 Penalty: 5176.195801
	Iteration 16Q: 3 clusters Score -3991964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3992058.250000 Penalty: 5176.195801
	Iteration 17Q: 3 clusters Score -3992058 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3992163.000000 Penalty: 5176.195801
	Iteration 18Q: 3 clusters Score -3992163 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3992210.750000 Penalty: 5176.195801
	Iteration 19Q: 3 clusters Score -3992211 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3992272.000000 Penalty: 5176.195801
	Iteration 20F: 3 clusters Score -3992272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3992334.250000 Penalty: 5176.195801
	Iteration 21Q: 3 clusters Score -3992334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3992368.500000 Penalty: 5176.195801
	Iteration 22Q: 3 clusters Score -3992368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3992388.250000 Penalty: 5176.195801
	Iteration 23Q: 3 clusters Score -3992388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3992404.500000 Penalty: 5176.195801
	Iteration 24Q: 3 clusters Score -3992404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3992428.750000 Penalty: 5176.195801
	Iteration 25Q: 3 clusters Score -3992429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3992441.000000 Penalty: 5176.195801
	Iteration 26Q: 3 clusters Score -3992441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3992463.500000 Penalty: 5176.195801
	Iteration 27Q: 3 clusters Score -3992464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3992480.750000 Penalty: 5176.195801
	Iteration 28Q: 3 clusters Score -3992481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3992508.000000 Penalty: 5176.195801
	Iteration 29Q: 3 clusters Score -3992508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3992526.000000 Penalty: 5176.195801
	Iteration 30Q: 3 clusters Score -3992526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3992550.250000 Penalty: 5176.195801
	Iteration 31Q: 3 clusters Score -3992550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3992573.500000 Penalty: 5176.195801
	Iteration 32Q: 3 clusters Score -3992574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3992608.250000 Penalty: 5176.195801
	Iteration 33Q: 3 clusters Score -3992608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3992642.000000 Penalty: 5176.195801
	Iteration 34Q: 3 clusters Score -3992642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3992651.500000 Penalty: 5176.195801
	Iteration 35Q: 3 clusters Score -3992652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3992662.000000 Penalty: 5176.195801
	Iteration 36Q: 3 clusters Score -3992662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3992681.000000 Penalty: 5176.195801
	Iteration 37Q: 3 clusters Score -3992681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3992682.500000 Penalty: 5176.195801
	Iteration 38Q: 3 clusters Score -3992682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3992687.250000 Penalty: 5176.195801
	Iteration 39Q: 3 clusters Score -3992687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3992693.500000 Penalty: 5176.195801
	Iteration 40F: 3 clusters Score -3992694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3992698.250000 Penalty: 5176.195801
	Iteration 41Q: 3 clusters Score -3992698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3992696.500000 Penalty: 5176.195801
	Iteration 42Q: 3 clusters Score -3992696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3992700.500000 Penalty: 5176.195801
	Iteration 43Q: 3 clusters Score -3992700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3992702.500000 Penalty: 5176.195801
	Iteration 44Q: 3 clusters Score -3992702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3992702.500000 Penalty: 5176.195801
	Iteration 45Q: 3 clusters Score -3992702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3992701.500000 Penalty: 5176.195801
	Iteration 46Q: 3 clusters Score -3992702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3992707.500000 Penalty: 5176.195801
	Iteration 47Q: 3 clusters Score -3992708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3992702.500000 Penalty: 5176.195801
	Iteration 48Q: 3 clusters Score -3992702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3992712.250000 Penalty: 5176.195801
	Iteration 49Q: 3 clusters Score -3992712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3992712.750000 Penalty: 5176.195801
	Iteration 50Q: 3 clusters Score -3992713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3992713.500000 Penalty: 5176.195801
	Iteration 51Q: 3 clusters Score -3992714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3992713.500000 Penalty: 5176.195801
	Iteration 52Q: 3 clusters Score -3992714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3992713.500000 Penalty: 5176.195801
	Iteration 53Q: 3 clusters Score -3992714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3992719.000000 Penalty: 5176.195801
	Iteration 54Q: 3 clusters Score -3992719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3992719.500000 Penalty: 5176.195801
	Iteration 55Q: 3 clusters Score -3992720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3992719.750000 Penalty: 5176.195801
	Iteration 56Q: 3 clusters Score -3992720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3992719.750000 Penalty: 5176.195801
	Iteration 57F: 3 clusters Score -3992720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64574.199219 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64574.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64842.546875 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64842.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64970.375000 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -64970.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65078.316406 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65078.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65157.953125 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65157.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65217.234375 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65217.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65319.187500 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65319.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65407.976562 Penalty: 3223.894287
	Iteration 7F: 3 clusters Score -65407.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65532.480469 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65532.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65613.468750 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -65613.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65697.375000 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -65697.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65795.085938 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -65795.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65842.554688 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -65842.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65897.929688 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -65897.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65940.265625 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -65940.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65946.578125 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -65946.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65955.687500 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -65955.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65962.757812 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -65962.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65963.562500 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -65963.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65964.484375 Penalty: 3223.894287
	Iteration 19F: 3 clusters Score -65964.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65969.000000 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -65969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Entering Unmasked Estep 
Score: -4926747.500000 Penalty: 2626.466797
	Iteration 0F: 2 clusters Score -4926748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4899826.500000 Penalty: 5252.933594
	Iteration 0F: 3 clusters Score -4899826 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4910058.500000 Penalty: 5252.933594
	Iteration 1F: 3 clusters Score -4910058 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4911066.000000 Penalty: 5252.933594
	Iteration 2F: 3 clusters Score -4911066 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4912298.500000 Penalty: 5252.933594
	Iteration 3F: 3 clusters Score -4912298 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4913785.500000 Penalty: 5252.933594
	Iteration 4F: 3 clusters Score -4913786 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4915597.000000 Penalty: 5252.933594
	Iteration 5F: 3 clusters Score -4915597 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -4917901.500000 Penalty: 5252.933594
	Iteration 6F: 3 clusters Score -4917902 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -4920165.000000 Penalty: 5252.933594
	Iteration 7F: 3 clusters Score -4920165 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4922185.500000 Penalty: 5252.933594
	Iteration 8F: 3 clusters Score -4922186 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4923439.500000 Penalty: 5252.933594
	Iteration 9Q: 3 clusters Score -4923440 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4924264.500000 Penalty: 5252.933594
	Iteration 10Q: 3 clusters Score -4924264 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4924817.000000 Penalty: 5252.933594
	Iteration 11Q: 3 clusters Score -4924817 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4925214.000000 Penalty: 5252.933594
	Iteration 12Q: 3 clusters Score -4925214 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4925519.000000 Penalty: 5252.933594
	Iteration 13Q: 3 clusters Score -4925519 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -4925910.000000 Penalty: 5252.933594
	Iteration 14Q: 3 clusters Score -4925910 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4926303.000000 Penalty: 5252.933594
	Iteration 15Q: 3 clusters Score -4926303 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4926636.000000 Penalty: 5252.933594
	Iteration 16Q: 3 clusters Score -4926636 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4926824.000000 Penalty: 5252.933594
	Iteration 17Q: 3 clusters Score -4926824 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4926949.500000 Penalty: 5252.933594
	Iteration 18Q: 3 clusters Score -4926950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4927013.500000 Penalty: 5252.933594
	Iteration 19Q: 3 clusters Score -4927014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4927045.000000 Penalty: 5252.933594
	Iteration 20F: 3 clusters Score -4927045 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -4927051.000000 Penalty: 5252.933594
	Iteration 21Q: 3 clusters Score -4927051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4927060.500000 Penalty: 5252.933594
	Iteration 22Q: 3 clusters Score -4927060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4927059.000000 Penalty: 5252.933594
	Iteration 23Q: 3 clusters Score -4927059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4927062.000000 Penalty: 5252.933594
	Iteration 24Q: 3 clusters Score -4927062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4927079.000000 Penalty: 5252.933594
	Iteration 25Q: 3 clusters Score -4927079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4927072.000000 Penalty: 5252.933594
	Iteration 26Q: 3 clusters Score -4927072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4927067.000000 Penalty: 5252.933594
	Iteration 27Q: 3 clusters Score -4927067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4927069.000000 Penalty: 5252.933594
	Iteration 28Q: 3 clusters Score -4927069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4927069.000000 Penalty: 5252.933594
	Iteration 29Q: 3 clusters Score -4927069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4927077.000000 Penalty: 5252.933594
	Iteration 30Q: 3 clusters Score -4927077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4927073.500000 Penalty: 5252.933594
	Iteration 31Q: 3 clusters Score -4927074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4927074.500000 Penalty: 5252.933594
	Iteration 32Q: 3 clusters Score -4927074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4927083.500000 Penalty: 5252.933594
	Iteration 33Q: 3 clusters Score -4927084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4927081.000000 Penalty: 5252.933594
	Iteration 34Q: 3 clusters Score -4927081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4927082.500000 Penalty: 5252.933594
	Iteration 35Q: 3 clusters Score -4927082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4927095.000000 Penalty: 5252.933594
	Iteration 36Q: 3 clusters Score -4927095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4927095.500000 Penalty: 5252.933594
	Iteration 37Q: 3 clusters Score -4927096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4927098.000000 Penalty: 5252.933594
	Iteration 38Q: 3 clusters Score -4927098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4927093.500000 Penalty: 5252.933594
	Iteration 39Q: 3 clusters Score -4927094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4927092.000000 Penalty: 5252.933594
	Iteration 40F: 3 clusters Score -4927092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4927094.000000 Penalty: 5252.933594
	Iteration 41Q: 3 clusters Score -4927094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4927092.000000 Penalty: 5252.933594
	Iteration 42Q: 3 clusters Score -4927092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4927093.000000 Penalty: 5252.933594
	Iteration 43Q: 3 clusters Score -4927093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4927093.000000 Penalty: 5252.933594
	Iteration 44F: 3 clusters Score -4927093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 29005 members 
Entering Unmasked Estep 
Score: -142013104.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142013616.000000 to -142013104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -187770.062500 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -187770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185430.156250 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -185430.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186152.609375 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -186152.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186462.265625 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -186462.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -186780.437500 Penalty: 3687.391602
	Iteration 3F: 3 clusters Score -186780.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187045.359375 Penalty: 3687.391602
	Iteration 4F: 3 clusters Score -187045.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187320.343750 Penalty: 3687.391602
	Iteration 5F: 3 clusters Score -187320.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187553.796875 Penalty: 3687.391602
	Iteration 6F: 3 clusters Score -187553.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -187804.812500 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -187804.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -188050.140625 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -188050.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -188219.546875 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -188219.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -188344.984375 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -188345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -188382.156250 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -188382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -188405.093750 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -188405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -188427.453125 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -188427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -188458.062500 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -188458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -188482.812500 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -188482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -188510.406250 Penalty: 3687.391602
	Iteration 16Q: 3 clusters Score -188510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -188543.015625 Penalty: 3687.391602
	Iteration 17Q: 3 clusters Score -188543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -188560.593750 Penalty: 3687.391602
	Iteration 18Q: 3 clusters Score -188560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -188560.593750 Penalty: 3687.391602
	Iteration 19F: 3 clusters Score -188560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 304 members 
Entering Unmasked Estep 
Score: -142012720.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142013616.000000 to -142012720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -2466409.500000 Penalty: 2448.075928
	Iteration 0F: 2 clusters Score -2466410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2452764.250000 Penalty: 4896.151855
	Iteration 0F: 3 clusters Score -2452764 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2457199.000000 Penalty: 4896.151855
	Iteration 1F: 3 clusters Score -2457199 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2457527.250000 Penalty: 4896.151855
	Iteration 2F: 3 clusters Score -2457527 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2457786.500000 Penalty: 4896.151855
	Iteration 3Q: 3 clusters Score -2457786 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2458020.000000 Penalty: 4896.151855
	Iteration 4Q: 3 clusters Score -2458020 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2458277.000000 Penalty: 4896.151855
	Iteration 5Q: 3 clusters Score -2458277 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2458557.250000 Penalty: 4896.151855
	Iteration 6Q: 3 clusters Score -2458557 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2458897.000000 Penalty: 4896.151855
	Iteration 7Q: 3 clusters Score -2458897 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2459334.500000 Penalty: 4896.151855
	Iteration 8Q: 3 clusters Score -2459334 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2459870.500000 Penalty: 4896.151855
	Iteration 9Q: 3 clusters Score -2459870 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2460430.250000 Penalty: 4896.151855
	Iteration 10F: 3 clusters Score -2460430 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2460987.000000 Penalty: 4896.151855
	Iteration 11Q: 3 clusters Score -2460987 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2461534.000000 Penalty: 4896.151855
	Iteration 12Q: 3 clusters Score -2461534 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2462070.000000 Penalty: 4896.151855
	Iteration 13Q: 3 clusters Score -2462070 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2462545.250000 Penalty: 4896.151855
	Iteration 14Q: 3 clusters Score -2462545 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2462903.750000 Penalty: 4896.151855
	Iteration 15Q: 3 clusters Score -2462904 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2463135.250000 Penalty: 4896.151855
	Iteration 16Q: 3 clusters Score -2463135 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2463294.500000 Penalty: 4896.151855
	Iteration 17Q: 3 clusters Score -2463294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2463418.750000 Penalty: 4896.151855
	Iteration 18Q: 3 clusters Score -2463419 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2463520.250000 Penalty: 4896.151855
	Iteration 19Q: 3 clusters Score -2463520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2463596.500000 Penalty: 4896.151855
	Iteration 20F: 3 clusters Score -2463596 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2463663.750000 Penalty: 4896.151855
	Iteration 21Q: 3 clusters Score -2463664 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2463736.500000 Penalty: 4896.151855
	Iteration 22Q: 3 clusters Score -2463736 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2463790.750000 Penalty: 4896.151855
	Iteration 23Q: 3 clusters Score -2463791 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2463854.750000 Penalty: 4896.151855
	Iteration 24Q: 3 clusters Score -2463855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2463902.500000 Penalty: 4896.151855
	Iteration 25Q: 3 clusters Score -2463902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2463948.500000 Penalty: 4896.151855
	Iteration 26Q: 3 clusters Score -2463948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2463992.250000 Penalty: 4896.151855
	Iteration 27Q: 3 clusters Score -2463992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2464026.250000 Penalty: 4896.151855
	Iteration 28Q: 3 clusters Score -2464026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2464064.250000 Penalty: 4896.151855
	Iteration 29Q: 3 clusters Score -2464064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2464079.750000 Penalty: 4896.151855
	Iteration 30Q: 3 clusters Score -2464080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2464106.250000 Penalty: 4896.151855
	Iteration 31Q: 3 clusters Score -2464106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2464132.750000 Penalty: 4896.151855
	Iteration 32Q: 3 clusters Score -2464133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2464163.500000 Penalty: 4896.151855
	Iteration 33Q: 3 clusters Score -2464164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2464185.000000 Penalty: 4896.151855
	Iteration 34Q: 3 clusters Score -2464185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2464205.500000 Penalty: 4896.151855
	Iteration 35Q: 3 clusters Score -2464206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2464221.500000 Penalty: 4896.151855
	Iteration 36Q: 3 clusters Score -2464222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2464243.250000 Penalty: 4896.151855
	Iteration 37Q: 3 clusters Score -2464243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2464269.000000 Penalty: 4896.151855
	Iteration 38Q: 3 clusters Score -2464269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2464291.000000 Penalty: 4896.151855
	Iteration 39Q: 3 clusters Score -2464291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2464314.500000 Penalty: 4896.151855
	Iteration 40F: 3 clusters Score -2464314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2464328.750000 Penalty: 4896.151855
	Iteration 41Q: 3 clusters Score -2464329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2464351.750000 Penalty: 4896.151855
	Iteration 42Q: 3 clusters Score -2464352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2464375.500000 Penalty: 4896.151855
	Iteration 43Q: 3 clusters Score -2464376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2464384.000000 Penalty: 4896.151855
	Iteration 44Q: 3 clusters Score -2464384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2464395.000000 Penalty: 4896.151855
	Iteration 45Q: 3 clusters Score -2464395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2464403.250000 Penalty: 4896.151855
	Iteration 46Q: 3 clusters Score -2464403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2464415.750000 Penalty: 4896.151855
	Iteration 47Q: 3 clusters Score -2464416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2464432.000000 Penalty: 4896.151855
	Iteration 48Q: 3 clusters Score -2464432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2464443.250000 Penalty: 4896.151855
	Iteration 49Q: 3 clusters Score -2464443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2464442.500000 Penalty: 4896.151855
	Iteration 50Q: 3 clusters Score -2464442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2464444.500000 Penalty: 4896.151855
	Iteration 51Q: 3 clusters Score -2464444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2464455.500000 Penalty: 4896.151855
	Iteration 52Q: 3 clusters Score -2464456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2464461.500000 Penalty: 4896.151855
	Iteration 53Q: 3 clusters Score -2464462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2464461.250000 Penalty: 4896.151855
	Iteration 54Q: 3 clusters Score -2464461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2464462.500000 Penalty: 4896.151855
	Iteration 55Q: 3 clusters Score -2464462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2464470.750000 Penalty: 4896.151855
	Iteration 56Q: 3 clusters Score -2464471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2464473.500000 Penalty: 4896.151855
	Iteration 57Q: 3 clusters Score -2464474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2464476.250000 Penalty: 4896.151855
	Iteration 58Q: 3 clusters Score -2464476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2464476.500000 Penalty: 4896.151855
	Iteration 59Q: 3 clusters Score -2464476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2464476.000000 Penalty: 4896.151855
	Iteration 60F: 3 clusters Score -2464476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29827.947266 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29827.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30080.177734 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30080.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30122.289062 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -30122.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30173.953125 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30173.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30306.439453 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30306.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30454.808594 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30454.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30482.523438 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30482.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30499.064453 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30499.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30505.263672 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -30505.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30509.785156 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -30509.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30513.476562 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -30513.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30518.964844 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -30518.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30518.964844 Penalty: 2862.634766
	Iteration 12F: 3 clusters Score -30518.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -1330709.750000 Penalty: 2309.934082
	Iteration 0F: 2 clusters Score -1330710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1322388.625000 Penalty: 4619.868164
	Iteration 0F: 3 clusters Score -1322389 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1325035.750000 Penalty: 4619.868164
	Iteration 1F: 3 clusters Score -1325036 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1325389.875000 Penalty: 4619.868164
	Iteration 2F: 3 clusters Score -1325390 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1325674.875000 Penalty: 4619.868164
	Iteration 3F: 3 clusters Score -1325675 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1325889.625000 Penalty: 4619.868164
	Iteration 4Q: 3 clusters Score -1325890 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1326088.625000 Penalty: 4619.868164
	Iteration 5Q: 3 clusters Score -1326089 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1326332.875000 Penalty: 4619.868164
	Iteration 6Q: 3 clusters Score -1326333 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1326598.875000 Penalty: 4619.868164
	Iteration 7Q: 3 clusters Score -1326599 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1326895.750000 Penalty: 4619.868164
	Iteration 8Q: 3 clusters Score -1326896 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1327229.375000 Penalty: 4619.868164
	Iteration 9Q: 3 clusters Score -1327229 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1327581.750000 Penalty: 4619.868164
	Iteration 10Q: 3 clusters Score -1327582 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1327926.625000 Penalty: 4619.868164
	Iteration 11Q: 3 clusters Score -1327927 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1328207.125000 Penalty: 4619.868164
	Iteration 12Q: 3 clusters Score -1328207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1328410.625000 Penalty: 4619.868164
	Iteration 13Q: 3 clusters Score -1328411 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1328548.875000 Penalty: 4619.868164
	Iteration 14Q: 3 clusters Score -1328549 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1328674.000000 Penalty: 4619.868164
	Iteration 15Q: 3 clusters Score -1328674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1328757.125000 Penalty: 4619.868164
	Iteration 16Q: 3 clusters Score -1328757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1328819.125000 Penalty: 4619.868164
	Iteration 17Q: 3 clusters Score -1328819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1328863.375000 Penalty: 4619.868164
	Iteration 18Q: 3 clusters Score -1328863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1328890.375000 Penalty: 4619.868164
	Iteration 19Q: 3 clusters Score -1328890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1328906.875000 Penalty: 4619.868164
	Iteration 20F: 3 clusters Score -1328907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1328917.625000 Penalty: 4619.868164
	Iteration 21Q: 3 clusters Score -1328918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1328924.625000 Penalty: 4619.868164
	Iteration 22Q: 3 clusters Score -1328925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1328934.750000 Penalty: 4619.868164
	Iteration 23Q: 3 clusters Score -1328935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1328941.125000 Penalty: 4619.868164
	Iteration 24Q: 3 clusters Score -1328941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1328944.250000 Penalty: 4619.868164
	Iteration 25Q: 3 clusters Score -1328944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1328946.750000 Penalty: 4619.868164
	Iteration 26Q: 3 clusters Score -1328947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1328947.000000 Penalty: 4619.868164
	Iteration 27Q: 3 clusters Score -1328947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1328953.125000 Penalty: 4619.868164
	Iteration 28Q: 3 clusters Score -1328953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1328955.500000 Penalty: 4619.868164
	Iteration 29Q: 3 clusters Score -1328956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1328956.000000 Penalty: 4619.868164
	Iteration 30Q: 3 clusters Score -1328956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1328958.125000 Penalty: 4619.868164
	Iteration 31Q: 3 clusters Score -1328958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1328959.625000 Penalty: 4619.868164
	Iteration 32Q: 3 clusters Score -1328960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1328959.875000 Penalty: 4619.868164
	Iteration 33Q: 3 clusters Score -1328960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1328959.875000 Penalty: 4619.868164
	Iteration 34F: 3 clusters Score -1328960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Entering Unmasked Estep 
Score: -1586899.000000 Penalty: 2348.810791
	Iteration 0F: 2 clusters Score -1586899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1577368.125000 Penalty: 4697.621582
	Iteration 0F: 3 clusters Score -1577368 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1580434.375000 Penalty: 4697.621582
	Iteration 1F: 3 clusters Score -1580434 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1580979.125000 Penalty: 4697.621582
	Iteration 2F: 3 clusters Score -1580979 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1581560.000000 Penalty: 4697.621582
	Iteration 3F: 3 clusters Score -1581560 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1582324.500000 Penalty: 4697.621582
	Iteration 4F: 3 clusters Score -1582324 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1583173.000000 Penalty: 4697.621582
	Iteration 5F: 3 clusters Score -1583173 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1583971.125000 Penalty: 4697.621582
	Iteration 6F: 3 clusters Score -1583971 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1584538.000000 Penalty: 4697.621582
	Iteration 7F: 3 clusters Score -1584538 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1584914.250000 Penalty: 4697.621582
	Iteration 8Q: 3 clusters Score -1584914 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1585193.500000 Penalty: 4697.621582
	Iteration 9Q: 3 clusters Score -1585194 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1585400.750000 Penalty: 4697.621582
	Iteration 10Q: 3 clusters Score -1585401 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1585582.375000 Penalty: 4697.621582
	Iteration 11Q: 3 clusters Score -1585582 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1585696.375000 Penalty: 4697.621582
	Iteration 12Q: 3 clusters Score -1585696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1585785.625000 Penalty: 4697.621582
	Iteration 13Q: 3 clusters Score -1585786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1585851.250000 Penalty: 4697.621582
	Iteration 14Q: 3 clusters Score -1585851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1585908.250000 Penalty: 4697.621582
	Iteration 15Q: 3 clusters Score -1585908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1585947.750000 Penalty: 4697.621582
	Iteration 16Q: 3 clusters Score -1585948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1585989.125000 Penalty: 4697.621582
	Iteration 17Q: 3 clusters Score -1585989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1586021.000000 Penalty: 4697.621582
	Iteration 18Q: 3 clusters Score -1586021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1586059.375000 Penalty: 4697.621582
	Iteration 19Q: 3 clusters Score -1586059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1586088.000000 Penalty: 4697.621582
	Iteration 20F: 3 clusters Score -1586088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1586112.000000 Penalty: 4697.621582
	Iteration 21Q: 3 clusters Score -1586112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1586134.875000 Penalty: 4697.621582
	Iteration 22Q: 3 clusters Score -1586135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1586167.250000 Penalty: 4697.621582
	Iteration 23Q: 3 clusters Score -1586167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1586189.500000 Penalty: 4697.621582
	Iteration 24Q: 3 clusters Score -1586190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1586214.125000 Penalty: 4697.621582
	Iteration 25Q: 3 clusters Score -1586214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1586225.375000 Penalty: 4697.621582
	Iteration 26Q: 3 clusters Score -1586225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1586246.125000 Penalty: 4697.621582
	Iteration 27Q: 3 clusters Score -1586246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1586258.500000 Penalty: 4697.621582
	Iteration 28Q: 3 clusters Score -1586258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1586264.750000 Penalty: 4697.621582
	Iteration 29Q: 3 clusters Score -1586265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1586269.125000 Penalty: 4697.621582
	Iteration 30Q: 3 clusters Score -1586269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1586270.625000 Penalty: 4697.621582
	Iteration 31Q: 3 clusters Score -1586271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1586274.000000 Penalty: 4697.621582
	Iteration 32Q: 3 clusters Score -1586274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1586275.375000 Penalty: 4697.621582
	Iteration 33Q: 3 clusters Score -1586275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1586276.625000 Penalty: 4697.621582
	Iteration 34Q: 3 clusters Score -1586277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1586276.625000 Penalty: 4697.621582
	Iteration 35F: 3 clusters Score -1586277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -582775.812500 Penalty: 2092.231445
	Iteration 0F: 2 clusters Score -582775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -578509.625000 Penalty: 4184.462891
	Iteration 0F: 3 clusters Score -578509.6 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -579464.375000 Penalty: 4184.462891
	Iteration 1F: 3 clusters Score -579464.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -579657.875000 Penalty: 4184.462891
	Iteration 2F: 3 clusters Score -579657.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -579810.750000 Penalty: 4184.462891
	Iteration 3F: 3 clusters Score -579810.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -579937.687500 Penalty: 4184.462891
	Iteration 4Q: 3 clusters Score -579937.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -580050.062500 Penalty: 4184.462891
	Iteration 5Q: 3 clusters Score -580050.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -580158.375000 Penalty: 4184.462891
	Iteration 6Q: 3 clusters Score -580158.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -580269.250000 Penalty: 4184.462891
	Iteration 7Q: 3 clusters Score -580269.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -580411.625000 Penalty: 4184.462891
	Iteration 8Q: 3 clusters Score -580411.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -580569.375000 Penalty: 4184.462891
	Iteration 9Q: 3 clusters Score -580569.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -580740.125000 Penalty: 4184.462891
	Iteration 10Q: 3 clusters Score -580740.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -580865.437500 Penalty: 4184.462891
	Iteration 11Q: 3 clusters Score -580865.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -580969.312500 Penalty: 4184.462891
	Iteration 12Q: 3 clusters Score -580969.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -581065.750000 Penalty: 4184.462891
	Iteration 13Q: 3 clusters Score -581065.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -581142.500000 Penalty: 4184.462891
	Iteration 14Q: 3 clusters Score -581142.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -581209.812500 Penalty: 4184.462891
	Iteration 15Q: 3 clusters Score -581209.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -581255.062500 Penalty: 4184.462891
	Iteration 16Q: 3 clusters Score -581255.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -581282.562500 Penalty: 4184.462891
	Iteration 17Q: 3 clusters Score -581282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -581304.750000 Penalty: 4184.462891
	Iteration 18Q: 3 clusters Score -581304.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -581333.937500 Penalty: 4184.462891
	Iteration 19Q: 3 clusters Score -581333.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -581359.812500 Penalty: 4184.462891
	Iteration 20F: 3 clusters Score -581359.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -581376.062500 Penalty: 4184.462891
	Iteration 21Q: 3 clusters Score -581376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -581387.187500 Penalty: 4184.462891
	Iteration 22Q: 3 clusters Score -581387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -581394.750000 Penalty: 4184.462891
	Iteration 23Q: 3 clusters Score -581394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -581404.000000 Penalty: 4184.462891
	Iteration 24Q: 3 clusters Score -581404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -581411.312500 Penalty: 4184.462891
	Iteration 25Q: 3 clusters Score -581411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -581415.375000 Penalty: 4184.462891
	Iteration 26Q: 3 clusters Score -581415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -581416.937500 Penalty: 4184.462891
	Iteration 27Q: 3 clusters Score -581416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -581417.250000 Penalty: 4184.462891
	Iteration 28Q: 3 clusters Score -581417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -581417.375000 Penalty: 4184.462891
	Iteration 29Q: 3 clusters Score -581417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -581417.375000 Penalty: 4184.462891
	Iteration 30F: 3 clusters Score -581417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -692557.875000 Penalty: 2135.946045
	Iteration 0F: 2 clusters Score -692557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -687739.562500 Penalty: 4271.892090
	Iteration 0F: 3 clusters Score -687739.6 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -688926.625000 Penalty: 4271.892090
	Iteration 1F: 3 clusters Score -688926.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -689156.062500 Penalty: 4271.892090
	Iteration 2F: 3 clusters Score -689156.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -689295.437500 Penalty: 4271.892090
	Iteration 3F: 3 clusters Score -689295.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -689397.375000 Penalty: 4271.892090
	Iteration 4Q: 3 clusters Score -689397.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -689466.312500 Penalty: 4271.892090
	Iteration 5Q: 3 clusters Score -689466.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -689515.062500 Penalty: 4271.892090
	Iteration 6Q: 3 clusters Score -689515.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -689551.375000 Penalty: 4271.892090
	Iteration 7Q: 3 clusters Score -689551.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -689579.125000 Penalty: 4271.892090
	Iteration 8Q: 3 clusters Score -689579.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -689605.437500 Penalty: 4271.892090
	Iteration 9Q: 3 clusters Score -689605.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -689631.312500 Penalty: 4271.892090
	Iteration 10Q: 3 clusters Score -689631.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -689657.875000 Penalty: 4271.892090
	Iteration 11Q: 3 clusters Score -689657.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -689690.187500 Penalty: 4271.892090
	Iteration 12Q: 3 clusters Score -689690.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -689721.562500 Penalty: 4271.892090
	Iteration 13Q: 3 clusters Score -689721.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -689745.312500 Penalty: 4271.892090
	Iteration 14Q: 3 clusters Score -689745.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -689767.187500 Penalty: 4271.892090
	Iteration 15Q: 3 clusters Score -689767.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -689786.250000 Penalty: 4271.892090
	Iteration 16Q: 3 clusters Score -689786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -689800.000000 Penalty: 4271.892090
	Iteration 17Q: 3 clusters Score -689800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -689811.000000 Penalty: 4271.892090
	Iteration 18Q: 3 clusters Score -689811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -689819.937500 Penalty: 4271.892090
	Iteration 19Q: 3 clusters Score -689819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -689831.437500 Penalty: 4271.892090
	Iteration 20F: 3 clusters Score -689831.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -689847.500000 Penalty: 4271.892090
	Iteration 21Q: 3 clusters Score -689847.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -689863.562500 Penalty: 4271.892090
	Iteration 22Q: 3 clusters Score -689863.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -689876.562500 Penalty: 4271.892090
	Iteration 23Q: 3 clusters Score -689876.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -689888.000000 Penalty: 4271.892090
	Iteration 24Q: 3 clusters Score -689888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -689907.562500 Penalty: 4271.892090
	Iteration 25Q: 3 clusters Score -689907.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -689933.875000 Penalty: 4271.892090
	Iteration 26Q: 3 clusters Score -689933.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -689953.687500 Penalty: 4271.892090
	Iteration 27Q: 3 clusters Score -689953.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -689981.312500 Penalty: 4271.892090
	Iteration 28Q: 3 clusters Score -689981.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -690010.562500 Penalty: 4271.892090
	Iteration 29Q: 3 clusters Score -690010.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -690044.187500 Penalty: 4271.892090
	Iteration 30Q: 3 clusters Score -690044.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -690084.625000 Penalty: 4271.892090
	Iteration 31Q: 3 clusters Score -690084.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -690165.062500 Penalty: 4271.892090
	Iteration 32Q: 3 clusters Score -690165.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -690250.000000 Penalty: 4271.892090
	Iteration 33Q: 3 clusters Score -690250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -690323.562500 Penalty: 4271.892090
	Iteration 34Q: 3 clusters Score -690323.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -690382.312500 Penalty: 4271.892090
	Iteration 35Q: 3 clusters Score -690382.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -690428.437500 Penalty: 4271.892090
	Iteration 36Q: 3 clusters Score -690428.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -690462.812500 Penalty: 4271.892090
	Iteration 37Q: 3 clusters Score -690462.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -690496.562500 Penalty: 4271.892090
	Iteration 38Q: 3 clusters Score -690496.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -690523.062500 Penalty: 4271.892090
	Iteration 39Q: 3 clusters Score -690523.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -690545.125000 Penalty: 4271.892090
	Iteration 40F: 3 clusters Score -690545.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -690565.187500 Penalty: 4271.892090
	Iteration 41Q: 3 clusters Score -690565.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -690581.312500 Penalty: 4271.892090
	Iteration 42Q: 3 clusters Score -690581.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -690592.250000 Penalty: 4271.892090
	Iteration 43Q: 3 clusters Score -690592.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -690603.875000 Penalty: 4271.892090
	Iteration 44Q: 3 clusters Score -690603.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -690612.812500 Penalty: 4271.892090
	Iteration 45Q: 3 clusters Score -690612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -690619.750000 Penalty: 4271.892090
	Iteration 46Q: 3 clusters Score -690619.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -690628.000000 Penalty: 4271.892090
	Iteration 47Q: 3 clusters Score -690628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -690634.812500 Penalty: 4271.892090
	Iteration 48Q: 3 clusters Score -690634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -690642.500000 Penalty: 4271.892090
	Iteration 49Q: 3 clusters Score -690642.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -690648.437500 Penalty: 4271.892090
	Iteration 50Q: 3 clusters Score -690648.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -690654.812500 Penalty: 4271.892090
	Iteration 51Q: 3 clusters Score -690654.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -690662.375000 Penalty: 4271.892090
	Iteration 52Q: 3 clusters Score -690662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -690667.000000 Penalty: 4271.892090
	Iteration 53Q: 3 clusters Score -690667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -690667.000000 Penalty: 4271.892090
	Iteration 54Q: 3 clusters Score -690667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -690666.937500 Penalty: 4271.892090
	Iteration 55Q: 3 clusters Score -690666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -690668.750000 Penalty: 4271.892090
	Iteration 56Q: 3 clusters Score -690668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -690670.062500 Penalty: 4271.892090
	Iteration 57Q: 3 clusters Score -690670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -690670.937500 Penalty: 4271.892090
	Iteration 58Q: 3 clusters Score -690670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -690671.250000 Penalty: 4271.892090
	Iteration 59Q: 3 clusters Score -690671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -690671.875000 Penalty: 4271.892090
	Iteration 60F: 3 clusters Score -690671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -690673.062500 Penalty: 4271.892090
	Iteration 61Q: 3 clusters Score -690673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -690673.062500 Penalty: 4271.892090
	Iteration 62F: 3 clusters Score -690673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -2045318.875000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -2045319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2032722.875000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -2032723 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2037022.625000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -2037023 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2037612.500000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -2037612 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2038201.375000 Penalty: 4847.397949
	Iteration 3F: 3 clusters Score -2038201 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2038851.625000 Penalty: 4847.397949
	Iteration 4F: 3 clusters Score -2038852 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2039567.000000 Penalty: 4847.397949
	Iteration 5F: 3 clusters Score -2039567 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2040270.500000 Penalty: 4847.397949
	Iteration 6F: 3 clusters Score -2040270 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2040887.875000 Penalty: 4847.397949
	Iteration 7Q: 3 clusters Score -2040888 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2041382.750000 Penalty: 4847.397949
	Iteration 8Q: 3 clusters Score -2041383 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2041729.500000 Penalty: 4847.397949
	Iteration 9Q: 3 clusters Score -2041730 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2041969.375000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -2041969 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2042143.000000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -2042143 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2042286.250000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -2042286 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2042412.500000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -2042412 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2042529.500000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -2042530 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2042650.750000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -2042651 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2042746.750000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -2042747 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2042847.500000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -2042848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2042919.875000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -2042920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2042990.375000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -2042990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2043049.250000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -2043049 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2043109.875000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -2043110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2043164.625000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -2043165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2043235.750000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -2043236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2043279.625000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -2043280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2043319.500000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -2043320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2043344.000000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -2043344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2043366.375000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -2043366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2043387.625000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -2043388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2043409.625000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -2043410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2043429.500000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -2043430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2043447.250000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -2043447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2043455.125000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -2043455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2043467.375000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -2043467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2043476.250000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -2043476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2043483.125000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -2043483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2043494.000000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -2043494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2043495.375000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -2043495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2043502.500000 Penalty: 4847.397949
	Iteration 38Q: 3 clusters Score -2043502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2043513.125000 Penalty: 4847.397949
	Iteration 39Q: 3 clusters Score -2043513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2043520.500000 Penalty: 4847.397949
	Iteration 40F: 3 clusters Score -2043520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2043523.375000 Penalty: 4847.397949
	Iteration 41Q: 3 clusters Score -2043523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2043526.375000 Penalty: 4847.397949
	Iteration 42Q: 3 clusters Score -2043526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2043530.250000 Penalty: 4847.397949
	Iteration 43Q: 3 clusters Score -2043530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2043532.250000 Penalty: 4847.397949
	Iteration 44Q: 3 clusters Score -2043532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2043535.875000 Penalty: 4847.397949
	Iteration 45Q: 3 clusters Score -2043536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2043537.250000 Penalty: 4847.397949
	Iteration 46Q: 3 clusters Score -2043537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2043537.750000 Penalty: 4847.397949
	Iteration 47Q: 3 clusters Score -2043538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2043537.500000 Penalty: 4847.397949
	Iteration 48Q: 3 clusters Score -2043538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2043535.875000 Penalty: 4847.397949
	Iteration 49Q: 3 clusters Score -2043536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2043535.250000 Penalty: 4847.397949
	Iteration 50Q: 3 clusters Score -2043535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2043535.250000 Penalty: 4847.397949
	Iteration 51Q: 3 clusters Score -2043535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2043532.750000 Penalty: 4847.397949
	Iteration 52Q: 3 clusters Score -2043533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2043533.375000 Penalty: 4847.397949
	Iteration 53Q: 3 clusters Score -2043533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2043533.375000 Penalty: 4847.397949
	Iteration 54F: 3 clusters Score -2043533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -286474.031250 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -286474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283609.843750 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -283609.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284135.906250 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -284135.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -284290.468750 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -284290.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -284383.437500 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -284383.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284423.312500 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -284423.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284442.843750 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -284442.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284466.187500 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -284466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284480.625000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -284480.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -284489.750000 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -284489.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284499.750000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -284499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -284506.531250 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -284506.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284516.437500 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -284516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284522.187500 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -284522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284524.843750 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -284524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284529.468750 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -284529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284531.656250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -284531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -284532.718750 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -284532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284534.000000 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -284534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284535.875000 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -284535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284536.750000 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -284536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -284540.937500 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -284540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284542.343750 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -284542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284542.406250 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -284542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -284543.000000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -284543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284543.281250 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -284543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284543.281250 Penalty: 3855.076416
	Iteration 25F: 3 clusters Score -284543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -1057929.625000 Penalty: 2238.163818
	Iteration 0F: 2 clusters Score -1057930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1051297.125000 Penalty: 4476.327637
	Iteration 0F: 3 clusters Score -1051297 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1053076.375000 Penalty: 4476.327637
	Iteration 1F: 3 clusters Score -1053076 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1053304.875000 Penalty: 4476.327637
	Iteration 2F: 3 clusters Score -1053305 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1053457.000000 Penalty: 4476.327637
	Iteration 3Q: 3 clusters Score -1053457 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1053574.750000 Penalty: 4476.327637
	Iteration 4Q: 3 clusters Score -1053575 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1053671.250000 Penalty: 4476.327637
	Iteration 5Q: 3 clusters Score -1053671 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1053762.875000 Penalty: 4476.327637
	Iteration 6Q: 3 clusters Score -1053763 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1053849.500000 Penalty: 4476.327637
	Iteration 7Q: 3 clusters Score -1053850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1053944.000000 Penalty: 4476.327637
	Iteration 8Q: 3 clusters Score -1053944 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1054058.500000 Penalty: 4476.327637
	Iteration 9Q: 3 clusters Score -1054058 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1054193.000000 Penalty: 4476.327637
	Iteration 10Q: 3 clusters Score -1054193 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1054339.875000 Penalty: 4476.327637
	Iteration 11Q: 3 clusters Score -1054340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1054516.250000 Penalty: 4476.327637
	Iteration 12Q: 3 clusters Score -1054516 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1054688.875000 Penalty: 4476.327637
	Iteration 13Q: 3 clusters Score -1054689 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1054866.875000 Penalty: 4476.327637
	Iteration 14Q: 3 clusters Score -1054867 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1055039.625000 Penalty: 4476.327637
	Iteration 15Q: 3 clusters Score -1055040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1055197.500000 Penalty: 4476.327637
	Iteration 16Q: 3 clusters Score -1055198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1055338.125000 Penalty: 4476.327637
	Iteration 17Q: 3 clusters Score -1055338 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1055460.375000 Penalty: 4476.327637
	Iteration 18Q: 3 clusters Score -1055460 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1055573.000000 Penalty: 4476.327637
	Iteration 19Q: 3 clusters Score -1055573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1055658.750000 Penalty: 4476.327637
	Iteration 20F: 3 clusters Score -1055659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1055745.625000 Penalty: 4476.327637
	Iteration 21Q: 3 clusters Score -1055746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1055804.000000 Penalty: 4476.327637
	Iteration 22Q: 3 clusters Score -1055804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1055857.750000 Penalty: 4476.327637
	Iteration 23Q: 3 clusters Score -1055858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1055896.750000 Penalty: 4476.327637
	Iteration 24Q: 3 clusters Score -1055897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1055931.000000 Penalty: 4476.327637
	Iteration 25Q: 3 clusters Score -1055931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1055964.375000 Penalty: 4476.327637
	Iteration 26Q: 3 clusters Score -1055964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1055991.000000 Penalty: 4476.327637
	Iteration 27Q: 3 clusters Score -1055991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1056000.250000 Penalty: 4476.327637
	Iteration 28Q: 3 clusters Score -1056000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1056007.750000 Penalty: 4476.327637
	Iteration 29Q: 3 clusters Score -1056008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1056013.875000 Penalty: 4476.327637
	Iteration 30Q: 3 clusters Score -1056014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1056019.625000 Penalty: 4476.327637
	Iteration 31Q: 3 clusters Score -1056020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1056024.750000 Penalty: 4476.327637
	Iteration 32Q: 3 clusters Score -1056025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1056030.625000 Penalty: 4476.327637
	Iteration 33Q: 3 clusters Score -1056031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1056037.000000 Penalty: 4476.327637
	Iteration 34Q: 3 clusters Score -1056037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1056038.750000 Penalty: 4476.327637
	Iteration 35Q: 3 clusters Score -1056039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1056039.250000 Penalty: 4476.327637
	Iteration 36Q: 3 clusters Score -1056039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1056046.750000 Penalty: 4476.327637
	Iteration 37Q: 3 clusters Score -1056047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1056051.625000 Penalty: 4476.327637
	Iteration 38Q: 3 clusters Score -1056052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1056055.125000 Penalty: 4476.327637
	Iteration 39Q: 3 clusters Score -1056055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1056060.375000 Penalty: 4476.327637
	Iteration 40F: 3 clusters Score -1056060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1056066.375000 Penalty: 4476.327637
	Iteration 41Q: 3 clusters Score -1056066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1056068.875000 Penalty: 4476.327637
	Iteration 42Q: 3 clusters Score -1056069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1056073.250000 Penalty: 4476.327637
	Iteration 43Q: 3 clusters Score -1056073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1056079.750000 Penalty: 4476.327637
	Iteration 44Q: 3 clusters Score -1056080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1056083.875000 Penalty: 4476.327637
	Iteration 45Q: 3 clusters Score -1056084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1056087.000000 Penalty: 4476.327637
	Iteration 46Q: 3 clusters Score -1056087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1056097.000000 Penalty: 4476.327637
	Iteration 47Q: 3 clusters Score -1056097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1056105.000000 Penalty: 4476.327637
	Iteration 48Q: 3 clusters Score -1056105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1056107.125000 Penalty: 4476.327637
	Iteration 49Q: 3 clusters Score -1056107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1056107.750000 Penalty: 4476.327637
	Iteration 50Q: 3 clusters Score -1056108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1056111.500000 Penalty: 4476.327637
	Iteration 51Q: 3 clusters Score -1056112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1056114.750000 Penalty: 4476.327637
	Iteration 52Q: 3 clusters Score -1056115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1056114.750000 Penalty: 4476.327637
	Iteration 53F: 3 clusters Score -1056115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -676665.000000 Penalty: 2143.756348
	Iteration 0F: 2 clusters Score -676665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -671678.375000 Penalty: 4287.512695
	Iteration 0F: 3 clusters Score -671678.4 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -673001.375000 Penalty: 4287.512695
	Iteration 1F: 3 clusters Score -673001.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -673347.375000 Penalty: 4287.512695
	Iteration 2F: 3 clusters Score -673347.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -673600.000000 Penalty: 4287.512695
	Iteration 3F: 3 clusters Score -673600 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -673791.187500 Penalty: 4287.512695
	Iteration 4F: 3 clusters Score -673791.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -673952.187500 Penalty: 4287.512695
	Iteration 5Q: 3 clusters Score -673952.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -674101.750000 Penalty: 4287.512695
	Iteration 6Q: 3 clusters Score -674101.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -674264.125000 Penalty: 4287.512695
	Iteration 7Q: 3 clusters Score -674264.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -674429.187500 Penalty: 4287.512695
	Iteration 8Q: 3 clusters Score -674429.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -674578.437500 Penalty: 4287.512695
	Iteration 9Q: 3 clusters Score -674578.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -674702.937500 Penalty: 4287.512695
	Iteration 10Q: 3 clusters Score -674702.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -674830.312500 Penalty: 4287.512695
	Iteration 11Q: 3 clusters Score -674830.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -674945.687500 Penalty: 4287.512695
	Iteration 12Q: 3 clusters Score -674945.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -675026.875000 Penalty: 4287.512695
	Iteration 13Q: 3 clusters Score -675026.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -675084.000000 Penalty: 4287.512695
	Iteration 14Q: 3 clusters Score -675084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -675151.687500 Penalty: 4287.512695
	Iteration 15Q: 3 clusters Score -675151.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -675220.937500 Penalty: 4287.512695
	Iteration 16Q: 3 clusters Score -675220.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -675284.562500 Penalty: 4287.512695
	Iteration 17Q: 3 clusters Score -675284.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -675340.750000 Penalty: 4287.512695
	Iteration 18Q: 3 clusters Score -675340.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -675376.500000 Penalty: 4287.512695
	Iteration 19Q: 3 clusters Score -675376.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -675404.812500 Penalty: 4287.512695
	Iteration 20F: 3 clusters Score -675404.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -675437.250000 Penalty: 4287.512695
	Iteration 21Q: 3 clusters Score -675437.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -675456.437500 Penalty: 4287.512695
	Iteration 22Q: 3 clusters Score -675456.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -675472.062500 Penalty: 4287.512695
	Iteration 23Q: 3 clusters Score -675472.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -675484.875000 Penalty: 4287.512695
	Iteration 24Q: 3 clusters Score -675484.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -675494.000000 Penalty: 4287.512695
	Iteration 25Q: 3 clusters Score -675494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -675499.625000 Penalty: 4287.512695
	Iteration 26Q: 3 clusters Score -675499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -675500.000000 Penalty: 4287.512695
	Iteration 27Q: 3 clusters Score -675500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -675502.437500 Penalty: 4287.512695
	Iteration 28Q: 3 clusters Score -675502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -675502.750000 Penalty: 4287.512695
	Iteration 29Q: 3 clusters Score -675502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -675502.937500 Penalty: 4287.512695
	Iteration 30Q: 3 clusters Score -675502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -675502.250000 Penalty: 4287.512695
	Iteration 31Q: 3 clusters Score -675502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -675502.625000 Penalty: 4287.512695
	Iteration 32Q: 3 clusters Score -675502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -675502.625000 Penalty: 4287.512695
	Iteration 33Q: 3 clusters Score -675502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -675503.625000 Penalty: 4287.512695
	Iteration 34Q: 3 clusters Score -675503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -675503.500000 Penalty: 4287.512695
	Iteration 35Q: 3 clusters Score -675503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -675505.250000 Penalty: 4287.512695
	Iteration 36Q: 3 clusters Score -675505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -675507.312500 Penalty: 4287.512695
	Iteration 37Q: 3 clusters Score -675507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -675509.687500 Penalty: 4287.512695
	Iteration 38Q: 3 clusters Score -675509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -675511.687500 Penalty: 4287.512695
	Iteration 39Q: 3 clusters Score -675511.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -675517.437500 Penalty: 4287.512695
	Iteration 40F: 3 clusters Score -675517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -675522.937500 Penalty: 4287.512695
	Iteration 41Q: 3 clusters Score -675522.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -675529.312500 Penalty: 4287.512695
	Iteration 42Q: 3 clusters Score -675529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -675532.687500 Penalty: 4287.512695
	Iteration 43Q: 3 clusters Score -675532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -675537.250000 Penalty: 4287.512695
	Iteration 44Q: 3 clusters Score -675537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -675538.437500 Penalty: 4287.512695
	Iteration 45Q: 3 clusters Score -675538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -675541.000000 Penalty: 4287.512695
	Iteration 46Q: 3 clusters Score -675541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -675541.250000 Penalty: 4287.512695
	Iteration 47Q: 3 clusters Score -675541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -675542.250000 Penalty: 4287.512695
	Iteration 48Q: 3 clusters Score -675542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -675541.875000 Penalty: 4287.512695
	Iteration 49Q: 3 clusters Score -675541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -675542.000000 Penalty: 4287.512695
	Iteration 50Q: 3 clusters Score -675542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -675542.750000 Penalty: 4287.512695
	Iteration 51Q: 3 clusters Score -675542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -675543.687500 Penalty: 4287.512695
	Iteration 52Q: 3 clusters Score -675543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -675543.875000 Penalty: 4287.512695
	Iteration 53Q: 3 clusters Score -675543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -675543.937500 Penalty: 4287.512695
	Iteration 54Q: 3 clusters Score -675543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -675545.062500 Penalty: 4287.512695
	Iteration 55Q: 3 clusters Score -675545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -675543.625000 Penalty: 4287.512695
	Iteration 56Q: 3 clusters Score -675543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -675544.875000 Penalty: 4287.512695
	Iteration 57Q: 3 clusters Score -675544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -675544.875000 Penalty: 4287.512695
	Iteration 58F: 3 clusters Score -675544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133233.468750 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133233.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133641.015625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133813.875000 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133813.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133935.281250 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -133935.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134064.828125 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -134064.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134183.671875 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134246.187500 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134246.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134302.000000 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134336.765625 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134336.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134372.843750 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134409.453125 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134443.984375 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134501.609375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134501.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134585.421875 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134585.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134680.718750 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -134680.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134754.921875 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -134754.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134825.640625 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -134825.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134873.328125 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -134873.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134937.593750 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -134937.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135005.625000 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -135005.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135062.312500 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -135062.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135111.156250 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -135111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135151.375000 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -135151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135199.562500 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -135199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135252.968750 Penalty: 3513.360352
	Iteration 24Q: 3 clusters Score -135253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135288.859375 Penalty: 3513.360352
	Iteration 25Q: 3 clusters Score -135288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135305.765625 Penalty: 3513.360352
	Iteration 26Q: 3 clusters Score -135305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135316.000000 Penalty: 3513.360352
	Iteration 27Q: 3 clusters Score -135316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135316.796875 Penalty: 3513.360352
	Iteration 28Q: 3 clusters Score -135316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135316.796875 Penalty: 3513.360352
	Iteration 29F: 3 clusters Score -135316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 604 members 
Entering Unmasked Estep 
Score: -142011488.000000 Penalty: 169800.968750
Splitting cluster 36 changes total score from -142013616.000000 to -142011488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23902.394531 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23902.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24111.888672 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24111.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24230.648438 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -24230.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24277.339844 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24277.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24304.775391 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24304.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24316.736328 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24316.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24321.341797 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24321.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24324.195312 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24324.195312 Penalty: 2784.111572
	Iteration 8F: 3 clusters Score -24324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 184 members 
Entering Unmasked Estep 
Score: -37878.878906 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37878.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38020.824219 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -38020.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38091.769531 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -38091.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38142.152344 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38142.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38197.382812 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38197.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38214.964844 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38214.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38216.703125 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38216.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38216.703125 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -38216.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -857420.062500 Penalty: 2196.557861
	Iteration 0F: 2 clusters Score -857420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -851642.125000 Penalty: 4393.115723
	Iteration 0F: 3 clusters Score -851642.1 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -853185.625000 Penalty: 4393.115723
	Iteration 1F: 3 clusters Score -853185.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -853444.625000 Penalty: 4393.115723
	Iteration 2F: 3 clusters Score -853444.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -853608.937500 Penalty: 4393.115723
	Iteration 3F: 3 clusters Score -853608.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -853735.625000 Penalty: 4393.115723
	Iteration 4Q: 3 clusters Score -853735.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -853830.312500 Penalty: 4393.115723
	Iteration 5Q: 3 clusters Score -853830.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -853913.187500 Penalty: 4393.115723
	Iteration 6Q: 3 clusters Score -853913.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -853978.937500 Penalty: 4393.115723
	Iteration 7Q: 3 clusters Score -853978.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -854043.625000 Penalty: 4393.115723
	Iteration 8Q: 3 clusters Score -854043.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -854101.125000 Penalty: 4393.115723
	Iteration 9Q: 3 clusters Score -854101.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -854146.875000 Penalty: 4393.115723
	Iteration 10Q: 3 clusters Score -854146.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -854187.312500 Penalty: 4393.115723
	Iteration 11Q: 3 clusters Score -854187.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -854233.562500 Penalty: 4393.115723
	Iteration 12Q: 3 clusters Score -854233.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -854275.312500 Penalty: 4393.115723
	Iteration 13Q: 3 clusters Score -854275.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -854321.812500 Penalty: 4393.115723
	Iteration 14Q: 3 clusters Score -854321.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -854364.562500 Penalty: 4393.115723
	Iteration 15Q: 3 clusters Score -854364.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -854401.687500 Penalty: 4393.115723
	Iteration 16Q: 3 clusters Score -854401.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -854446.562500 Penalty: 4393.115723
	Iteration 17Q: 3 clusters Score -854446.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -854485.875000 Penalty: 4393.115723
	Iteration 18Q: 3 clusters Score -854485.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -854522.750000 Penalty: 4393.115723
	Iteration 19Q: 3 clusters Score -854522.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -854566.687500 Penalty: 4393.115723
	Iteration 20F: 3 clusters Score -854566.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -854627.500000 Penalty: 4393.115723
	Iteration 21Q: 3 clusters Score -854627.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -854691.000000 Penalty: 4393.115723
	Iteration 22Q: 3 clusters Score -854691 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -854753.250000 Penalty: 4393.115723
	Iteration 23Q: 3 clusters Score -854753.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -854822.875000 Penalty: 4393.115723
	Iteration 24Q: 3 clusters Score -854822.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -854902.750000 Penalty: 4393.115723
	Iteration 25Q: 3 clusters Score -854902.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -854984.875000 Penalty: 4393.115723
	Iteration 26Q: 3 clusters Score -854984.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -855050.312500 Penalty: 4393.115723
	Iteration 27Q: 3 clusters Score -855050.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -855116.687500 Penalty: 4393.115723
	Iteration 28Q: 3 clusters Score -855116.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -855169.437500 Penalty: 4393.115723
	Iteration 29Q: 3 clusters Score -855169.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -855222.875000 Penalty: 4393.115723
	Iteration 30Q: 3 clusters Score -855222.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -855270.375000 Penalty: 4393.115723
	Iteration 31Q: 3 clusters Score -855270.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -855308.937500 Penalty: 4393.115723
	Iteration 32Q: 3 clusters Score -855308.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -855354.562500 Penalty: 4393.115723
	Iteration 33Q: 3 clusters Score -855354.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -855397.750000 Penalty: 4393.115723
	Iteration 34Q: 3 clusters Score -855397.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -855434.125000 Penalty: 4393.115723
	Iteration 35Q: 3 clusters Score -855434.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -855460.187500 Penalty: 4393.115723
	Iteration 36Q: 3 clusters Score -855460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -855478.750000 Penalty: 4393.115723
	Iteration 37Q: 3 clusters Score -855478.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -855502.187500 Penalty: 4393.115723
	Iteration 38Q: 3 clusters Score -855502.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -855516.750000 Penalty: 4393.115723
	Iteration 39Q: 3 clusters Score -855516.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -855526.375000 Penalty: 4393.115723
	Iteration 40F: 3 clusters Score -855526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -855537.437500 Penalty: 4393.115723
	Iteration 41Q: 3 clusters Score -855537.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -855545.687500 Penalty: 4393.115723
	Iteration 42Q: 3 clusters Score -855545.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -855553.000000 Penalty: 4393.115723
	Iteration 43Q: 3 clusters Score -855553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -855556.625000 Penalty: 4393.115723
	Iteration 44Q: 3 clusters Score -855556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -855561.250000 Penalty: 4393.115723
	Iteration 45Q: 3 clusters Score -855561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -855566.750000 Penalty: 4393.115723
	Iteration 46Q: 3 clusters Score -855566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -855570.125000 Penalty: 4393.115723
	Iteration 47Q: 3 clusters Score -855570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -855576.750000 Penalty: 4393.115723
	Iteration 48Q: 3 clusters Score -855576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -855583.625000 Penalty: 4393.115723
	Iteration 49Q: 3 clusters Score -855583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -855585.250000 Penalty: 4393.115723
	Iteration 50Q: 3 clusters Score -855585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -855588.125000 Penalty: 4393.115723
	Iteration 51Q: 3 clusters Score -855588.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -855593.875000 Penalty: 4393.115723
	Iteration 52Q: 3 clusters Score -855593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -855603.437500 Penalty: 4393.115723
	Iteration 53Q: 3 clusters Score -855603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -855609.062500 Penalty: 4393.115723
	Iteration 54Q: 3 clusters Score -855609.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -855611.687500 Penalty: 4393.115723
	Iteration 55Q: 3 clusters Score -855611.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -855620.000000 Penalty: 4393.115723
	Iteration 56Q: 3 clusters Score -855620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -855627.687500 Penalty: 4393.115723
	Iteration 57Q: 3 clusters Score -855627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -855633.000000 Penalty: 4393.115723
	Iteration 58Q: 3 clusters Score -855633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -855633.750000 Penalty: 4393.115723
	Iteration 59Q: 3 clusters Score -855633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -855638.375000 Penalty: 4393.115723
	Iteration 60F: 3 clusters Score -855638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -855640.687500 Penalty: 4393.115723
	Iteration 61Q: 3 clusters Score -855640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -855641.812500 Penalty: 4393.115723
	Iteration 62Q: 3 clusters Score -855641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -855644.125000 Penalty: 4393.115723
	Iteration 63Q: 3 clusters Score -855644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -855644.625000 Penalty: 4393.115723
	Iteration 64Q: 3 clusters Score -855644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -855644.625000 Penalty: 4393.115723
	Iteration 65F: 3 clusters Score -855644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (175044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Entering Unmasked Estep 
Score: -22022576.000000 Penalty: 2994.052734
	Iteration 0F: 2 clusters Score -2.202258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -21905796.000000 Penalty: 5988.105469
	Iteration 0F: 3 clusters Score -2.19058e+07 nChanged 83932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 91877 members 
Entering Unmasked Estep 
Score: -21955664.000000 Penalty: 5988.105469
	Iteration 1F: 3 clusters Score -2.195566e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -21957820.000000 Penalty: 5988.105469
	Iteration 2Q: 3 clusters Score -2.195782e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -21961172.000000 Penalty: 5988.105469
	Iteration 3Q: 3 clusters Score -2.196117e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -21966184.000000 Penalty: 5988.105469
	Iteration 4F: 3 clusters Score -2.196618e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -21973090.000000 Penalty: 5988.105469
	Iteration 5F: 3 clusters Score -2.197309e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -21981716.000000 Penalty: 5988.105469
	Iteration 6F: 3 clusters Score -2.198172e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 125021 members 
Entering Unmasked Estep 
Score: -21990720.000000 Penalty: 5988.105469
	Iteration 7F: 3 clusters Score -2.199072e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 131599 members 
Entering Unmasked Estep 
Score: -21997936.000000 Penalty: 5988.105469
	Iteration 8F: 3 clusters Score -2.199794e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 136710 members 
Entering Unmasked Estep 
Score: -22002646.000000 Penalty: 5988.105469
	Iteration 9Q: 3 clusters Score -2.200265e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 140821 members 
Entering Unmasked Estep 
Score: -22005622.000000 Penalty: 5988.105469
	Iteration 10Q: 3 clusters Score -2.200562e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 144293 members 
Entering Unmasked Estep 
Score: -22007566.000000 Penalty: 5988.105469
	Iteration 11Q: 3 clusters Score -2.200757e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -22009254.000000 Penalty: 5988.105469
	Iteration 12Q: 3 clusters Score -2.200925e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -22010560.000000 Penalty: 5988.105469
	Iteration 13Q: 3 clusters Score -2.201056e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -22011920.000000 Penalty: 5988.105469
	Iteration 14Q: 3 clusters Score -2.201192e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -22013218.000000 Penalty: 5988.105469
	Iteration 15Q: 3 clusters Score -2.201322e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 156293 members 
Entering Unmasked Estep 
Score: -22014254.000000 Penalty: 5988.105469
	Iteration 16Q: 3 clusters Score -2.201425e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 157808 members 
Entering Unmasked Estep 
Score: -22015114.000000 Penalty: 5988.105469
	Iteration 17Q: 3 clusters Score -2.201511e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -22015808.000000 Penalty: 5988.105469
	Iteration 18Q: 3 clusters Score -2.201581e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 160194 members 
Entering Unmasked Estep 
Score: -22016352.000000 Penalty: 5988.105469
	Iteration 19Q: 3 clusters Score -2.201635e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -22016814.000000 Penalty: 5988.105469
	Iteration 20F: 3 clusters Score -2.201681e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -22017128.000000 Penalty: 5988.105469
	Iteration 21Q: 3 clusters Score -2.201713e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 162503 members 
Entering Unmasked Estep 
Score: -22017348.000000 Penalty: 5988.105469
	Iteration 22Q: 3 clusters Score -2.201735e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -22017598.000000 Penalty: 5988.105469
	Iteration 23Q: 3 clusters Score -2.20176e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -22017770.000000 Penalty: 5988.105469
	Iteration 24Q: 3 clusters Score -2.201777e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -22017860.000000 Penalty: 5988.105469
	Iteration 25Q: 3 clusters Score -2.201786e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -22017988.000000 Penalty: 5988.105469
	Iteration 26Q: 3 clusters Score -2.201799e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -22018082.000000 Penalty: 5988.105469
	Iteration 27Q: 3 clusters Score -2.201808e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -22018196.000000 Penalty: 5988.105469
	Iteration 28Q: 3 clusters Score -2.20182e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -22018302.000000 Penalty: 5988.105469
	Iteration 29Q: 3 clusters Score -2.20183e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -22018386.000000 Penalty: 5988.105469
	Iteration 30Q: 3 clusters Score -2.201839e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -22018432.000000 Penalty: 5988.105469
	Iteration 31Q: 3 clusters Score -2.201843e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -22018498.000000 Penalty: 5988.105469
	Iteration 32Q: 3 clusters Score -2.20185e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 167560 members 
Entering Unmasked Estep 
Score: -22018592.000000 Penalty: 5988.105469
	Iteration 33Q: 3 clusters Score -2.201859e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -22018700.000000 Penalty: 5988.105469
	Iteration 34Q: 3 clusters Score -2.20187e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 168258 members 
Entering Unmasked Estep 
Score: -22018764.000000 Penalty: 5988.105469
	Iteration 35Q: 3 clusters Score -2.201876e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 168584 members 
Entering Unmasked Estep 
Score: -22018826.000000 Penalty: 5988.105469
	Iteration 36Q: 3 clusters Score -2.201883e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -22018920.000000 Penalty: 5988.105469
	Iteration 37Q: 3 clusters Score -2.201892e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 169191 members 
Entering Unmasked Estep 
Score: -22018954.000000 Penalty: 5988.105469
	Iteration 38Q: 3 clusters Score -2.201895e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -22019012.000000 Penalty: 5988.105469
	Iteration 39Q: 3 clusters Score -2.201901e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -22019078.000000 Penalty: 5988.105469
	Iteration 40F: 3 clusters Score -2.201908e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -22019128.000000 Penalty: 5988.105469
	Iteration 41Q: 3 clusters Score -2.201913e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -22019182.000000 Penalty: 5988.105469
	Iteration 42Q: 3 clusters Score -2.201918e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 170489 members 
Entering Unmasked Estep 
Score: -22019242.000000 Penalty: 5988.105469
	Iteration 43Q: 3 clusters Score -2.201924e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 170684 members 
Entering Unmasked Estep 
Score: -22019284.000000 Penalty: 5988.105469
	Iteration 44Q: 3 clusters Score -2.201928e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -22019362.000000 Penalty: 5988.105469
	Iteration 45Q: 3 clusters Score -2.201936e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 171030 members 
Entering Unmasked Estep 
Score: -22019446.000000 Penalty: 5988.105469
	Iteration 46Q: 3 clusters Score -2.201945e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -22019494.000000 Penalty: 5988.105469
	Iteration 47Q: 3 clusters Score -2.201949e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -22019510.000000 Penalty: 5988.105469
	Iteration 48Q: 3 clusters Score -2.201951e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -22019542.000000 Penalty: 5988.105469
	Iteration 49Q: 3 clusters Score -2.201954e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 171632 members 
Entering Unmasked Estep 
Score: -22019616.000000 Penalty: 5988.105469
	Iteration 50Q: 3 clusters Score -2.201962e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -22019656.000000 Penalty: 5988.105469
	Iteration 51Q: 3 clusters Score -2.201966e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -22019698.000000 Penalty: 5988.105469
	Iteration 52Q: 3 clusters Score -2.20197e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -22019738.000000 Penalty: 5988.105469
	Iteration 53Q: 3 clusters Score -2.201974e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -22019740.000000 Penalty: 5988.105469
	Iteration 54Q: 3 clusters Score -2.201974e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -22019808.000000 Penalty: 5988.105469
	Iteration 55Q: 3 clusters Score -2.201981e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -22019842.000000 Penalty: 5988.105469
	Iteration 56Q: 3 clusters Score -2.201984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -22019852.000000 Penalty: 5988.105469
	Iteration 57Q: 3 clusters Score -2.201985e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 172402 members 
Entering Unmasked Estep 
Score: -22019862.000000 Penalty: 5988.105469
	Iteration 58Q: 3 clusters Score -2.201986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 172467 members 
Entering Unmasked Estep 
Score: -22019908.000000 Penalty: 5988.105469
	Iteration 59Q: 3 clusters Score -2.201991e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 172532 members 
Entering Unmasked Estep 
Score: -22019926.000000 Penalty: 5988.105469
	Iteration 60F: 3 clusters Score -2.201993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 172586 members 
Entering Unmasked Estep 
Score: -22019942.000000 Penalty: 5988.105469
	Iteration 61Q: 3 clusters Score -2.201994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -22019968.000000 Penalty: 5988.105469
	Iteration 62Q: 3 clusters Score -2.201997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 172681 members 
Entering Unmasked Estep 
Score: -22019994.000000 Penalty: 5988.105469
	Iteration 63Q: 3 clusters Score -2.201999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -22019966.000000 Penalty: 5988.105469
	Iteration 64Q: 3 clusters Score -2.201997e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -22020008.000000 Penalty: 5988.105469
	Iteration 65Q: 3 clusters Score -2.202001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -22019992.000000 Penalty: 5988.105469
	Iteration 66Q: 3 clusters Score -2.201999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -22019996.000000 Penalty: 5988.105469
	Iteration 67Q: 3 clusters Score -2.202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -22019998.000000 Penalty: 5988.105469
	Iteration 68Q: 3 clusters Score -2.202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -22019994.000000 Penalty: 5988.105469
	Iteration 69Q: 3 clusters Score -2.201999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 172870 members 
Entering Unmasked Estep 
Score: -22019994.000000 Penalty: 5988.105469
	Iteration 70Q: 3 clusters Score -2.201999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -22020016.000000 Penalty: 5988.105469
	Iteration 71Q: 3 clusters Score -2.202002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -22020040.000000 Penalty: 5988.105469
	Iteration 72Q: 3 clusters Score -2.202004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 172908 members 
Entering Unmasked Estep 
Score: -22020048.000000 Penalty: 5988.105469
	Iteration 73Q: 3 clusters Score -2.202005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
Score: -22020034.000000 Penalty: 5988.105469
	Iteration 74Q: 3 clusters Score -2.202003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -22020028.000000 Penalty: 5988.105469
	Iteration 75Q: 3 clusters Score -2.202003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -22020046.000000 Penalty: 5988.105469
	Iteration 76Q: 3 clusters Score -2.202005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 172935 members 
Entering Unmasked Estep 
Score: -22020044.000000 Penalty: 5988.105469
	Iteration 77Q: 3 clusters Score -2.202004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 172938 members 
Entering Unmasked Estep 
Score: -22020036.000000 Penalty: 5988.105469
	Iteration 78Q: 3 clusters Score -2.202004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -22020022.000000 Penalty: 5988.105469
	Iteration 79Q: 3 clusters Score -2.202002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 172950 members 
Entering Unmasked Estep 
Score: -22020030.000000 Penalty: 5988.105469
	Iteration 80F: 3 clusters Score -2.202003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -22020038.000000 Penalty: 5988.105469
	Iteration 81Q: 3 clusters Score -2.202004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -22020022.000000 Penalty: 5988.105469
	Iteration 82Q: 3 clusters Score -2.202002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 172962 members 
Entering Unmasked Estep 
Score: -22020028.000000 Penalty: 5988.105469
	Iteration 83Q: 3 clusters Score -2.202003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 172966 members 
Entering Unmasked Estep 
Score: -22020060.000000 Penalty: 5988.105469
	Iteration 84Q: 3 clusters Score -2.202006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -22020052.000000 Penalty: 5988.105469
	Iteration 85Q: 3 clusters Score -2.202005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -22020062.000000 Penalty: 5988.105469
	Iteration 86Q: 3 clusters Score -2.202006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -22020058.000000 Penalty: 5988.105469
	Iteration 87Q: 3 clusters Score -2.202006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -22020058.000000 Penalty: 5988.105469
	Iteration 88Q: 3 clusters Score -2.202006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -22020046.000000 Penalty: 5988.105469
	Iteration 89Q: 3 clusters Score -2.202005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 172992 members 
Entering Unmasked Estep 
Score: -22020052.000000 Penalty: 5988.105469
	Iteration 90Q: 3 clusters Score -2.202005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 172996 members 
Entering Unmasked Estep 
Score: -22020060.000000 Penalty: 5988.105469
	Iteration 91Q: 3 clusters Score -2.202006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 172999 members 
Entering Unmasked Estep 
Score: -22020078.000000 Penalty: 5988.105469
	Iteration 92Q: 3 clusters Score -2.202008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -22020058.000000 Penalty: 5988.105469
	Iteration 93Q: 3 clusters Score -2.202006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 173006 members 
Entering Unmasked Estep 
Score: -22020084.000000 Penalty: 5988.105469
	Iteration 94Q: 3 clusters Score -2.202008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -22020094.000000 Penalty: 5988.105469
	Iteration 95Q: 3 clusters Score -2.202009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 173015 members 
Entering Unmasked Estep 
Score: -22020082.000000 Penalty: 5988.105469
	Iteration 96Q: 3 clusters Score -2.202008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -22020092.000000 Penalty: 5988.105469
	Iteration 97Q: 3 clusters Score -2.202009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 173028 members 
Entering Unmasked Estep 
Score: -22020090.000000 Penalty: 5988.105469
	Iteration 98Q: 3 clusters Score -2.202009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -22020090.000000 Penalty: 5988.105469
	Iteration 99Q: 3 clusters Score -2.202009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 173036 members 
Entering Unmasked Estep 
Score: -22020106.000000 Penalty: 5988.105469
	Iteration 100F: 3 clusters Score -2.202011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 173041 members 
Entering Unmasked Estep 
Score: -22020108.000000 Penalty: 5988.105469
	Iteration 101Q: 3 clusters Score -2.202011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -22020102.000000 Penalty: 5988.105469
	Iteration 102Q: 3 clusters Score -2.20201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 173069 members 
Entering Unmasked Estep 
Score: -22020118.000000 Penalty: 5988.105469
	Iteration 103Q: 3 clusters Score -2.202012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -22020102.000000 Penalty: 5988.105469
	Iteration 104Q: 3 clusters Score -2.20201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -22020104.000000 Penalty: 5988.105469
	Iteration 105Q: 3 clusters Score -2.20201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -22020124.000000 Penalty: 5988.105469
	Iteration 106Q: 3 clusters Score -2.202012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -22020118.000000 Penalty: 5988.105469
	Iteration 107Q: 3 clusters Score -2.202012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 173111 members 
Entering Unmasked Estep 
Score: -22020124.000000 Penalty: 5988.105469
	Iteration 108Q: 3 clusters Score -2.202012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 173121 members 
Entering Unmasked Estep 
Score: -22020126.000000 Penalty: 5988.105469
	Iteration 109Q: 3 clusters Score -2.202013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 173133 members 
Entering Unmasked Estep 
Score: -22020108.000000 Penalty: 5988.105469
	Iteration 110Q: 3 clusters Score -2.202011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 173150 members 
Entering Unmasked Estep 
Score: -22020118.000000 Penalty: 5988.105469
	Iteration 111Q: 3 clusters Score -2.202012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -22020136.000000 Penalty: 5988.105469
	Iteration 112Q: 3 clusters Score -2.202014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -22020132.000000 Penalty: 5988.105469
	Iteration 113Q: 3 clusters Score -2.202013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -22020128.000000 Penalty: 5988.105469
	Iteration 114Q: 3 clusters Score -2.202013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 173185 members 
Entering Unmasked Estep 
Score: -22020130.000000 Penalty: 5988.105469
	Iteration 115Q: 3 clusters Score -2.202013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -22020130.000000 Penalty: 5988.105469
	Iteration 116Q: 3 clusters Score -2.202013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 173200 members 
Entering Unmasked Estep 
Score: -22020126.000000 Penalty: 5988.105469
	Iteration 117Q: 3 clusters Score -2.202013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 173209 members 
Entering Unmasked Estep 
Score: -22020140.000000 Penalty: 5988.105469
	Iteration 118Q: 3 clusters Score -2.202014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -22020136.000000 Penalty: 5988.105469
	Iteration 119Q: 3 clusters Score -2.202014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 173225 members 
Entering Unmasked Estep 
Score: -22020130.000000 Penalty: 5988.105469
	Iteration 120F: 3 clusters Score -2.202013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -22020140.000000 Penalty: 5988.105469
	Iteration 121Q: 3 clusters Score -2.202014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -22020134.000000 Penalty: 5988.105469
	Iteration 122Q: 3 clusters Score -2.202013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -22020130.000000 Penalty: 5988.105469
	Iteration 123Q: 3 clusters Score -2.202013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 173247 members 
Entering Unmasked Estep 
Score: -22020138.000000 Penalty: 5988.105469
	Iteration 124Q: 3 clusters Score -2.202014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -22020142.000000 Penalty: 5988.105469
	Iteration 125Q: 3 clusters Score -2.202014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -22020150.000000 Penalty: 5988.105469
	Iteration 126Q: 3 clusters Score -2.202015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -22020150.000000 Penalty: 5988.105469
	Iteration 127Q: 3 clusters Score -2.202015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 173259 members 
Entering Unmasked Estep 
Score: -22020160.000000 Penalty: 5988.105469
	Iteration 128Q: 3 clusters Score -2.202016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 173259 members 
Entering Unmasked Estep 
Score: -22020160.000000 Penalty: 5988.105469
	Iteration 129F: 3 clusters Score -2.202016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 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: -18370.140625 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18370.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18472.134766 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18472.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18533.703125 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18563.511719 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18563.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18584.722656 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18584.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18617.451172 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -18617.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18625.294922 Penalty: 2612.857666
	Iteration 6Q: 3 clusters Score -18625.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18627.369141 Penalty: 2612.857666
	Iteration 7Q: 3 clusters Score -18627.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18627.369141 Penalty: 2612.857666
	Iteration 8F: 3 clusters Score -18627.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -691746.000000 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -691746 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 3107 members 
Entering Unmasked Estep 
Score: -686545.375000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -686545.4 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -688077.937500 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -688077.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -688438.000000 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -688438 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -688753.312500 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -688753.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -689031.312500 Penalty: 4340.024414
	Iteration 4F: 3 clusters Score -689031.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -689248.000000 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -689248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -689413.812500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -689413.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -689555.562500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -689555.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -689665.500000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -689665.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -689761.812500 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -689761.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -689845.937500 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -689845.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -689919.437500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -689919.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -689974.000000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -689974 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -690022.500000 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -690022.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -690066.437500 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -690066.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -690109.125000 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -690109.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -690140.625000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -690140.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -690160.500000 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -690160.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -690172.187500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -690172.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -690182.000000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -690182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -690193.000000 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -690193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -690198.062500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -690198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -690207.812500 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -690207.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -690215.125000 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -690215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -690223.187500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -690223.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -690234.000000 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -690234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -690243.625000 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -690243.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -690251.625000 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -690251.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -690258.937500 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -690258.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -690262.187500 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -690262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -690265.937500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -690265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -690269.187500 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -690269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -690272.500000 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -690272.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -690274.687500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -690274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -690278.250000 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -690278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -690280.437500 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -690280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -690281.812500 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -690281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -690282.062500 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -690282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -690285.687500 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -690285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -690286.500000 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -690286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -690288.062500 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -690288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -690290.125000 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -690290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -690289.687500 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -690289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -690293.625000 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -690293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -690295.375000 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -690295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -690296.687500 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -690296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -690299.312500 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -690299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -690300.250000 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -690300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -690301.375000 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -690301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -690302.937500 Penalty: 4340.024414
	Iteration 49Q: 3 clusters Score -690302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -690303.937500 Penalty: 4340.024414
	Iteration 50Q: 3 clusters Score -690303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -690304.437500 Penalty: 4340.024414
	Iteration 51Q: 3 clusters Score -690304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -690306.625000 Penalty: 4340.024414
	Iteration 52Q: 3 clusters Score -690306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -690310.937500 Penalty: 4340.024414
	Iteration 53Q: 3 clusters Score -690310.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -690317.187500 Penalty: 4340.024414
	Iteration 54Q: 3 clusters Score -690317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -690325.562500 Penalty: 4340.024414
	Iteration 55Q: 3 clusters Score -690325.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -690336.250000 Penalty: 4340.024414
	Iteration 56Q: 3 clusters Score -690336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -690343.000000 Penalty: 4340.024414
	Iteration 57Q: 3 clusters Score -690343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -690345.750000 Penalty: 4340.024414
	Iteration 58Q: 3 clusters Score -690345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -690353.562500 Penalty: 4340.024414
	Iteration 59Q: 3 clusters Score -690353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -690362.250000 Penalty: 4340.024414
	Iteration 60F: 3 clusters Score -690362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -690370.562500 Penalty: 4340.024414
	Iteration 61Q: 3 clusters Score -690370.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -690374.875000 Penalty: 4340.024414
	Iteration 62Q: 3 clusters Score -690374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -690377.937500 Penalty: 4340.024414
	Iteration 63Q: 3 clusters Score -690377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -690380.437500 Penalty: 4340.024414
	Iteration 64Q: 3 clusters Score -690380.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -690384.625000 Penalty: 4340.024414
	Iteration 65Q: 3 clusters Score -690384.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -690390.375000 Penalty: 4340.024414
	Iteration 66Q: 3 clusters Score -690390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -690395.875000 Penalty: 4340.024414
	Iteration 67Q: 3 clusters Score -690395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -690400.750000 Penalty: 4340.024414
	Iteration 68Q: 3 clusters Score -690400.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -690402.625000 Penalty: 4340.024414
	Iteration 69Q: 3 clusters Score -690402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -690407.187500 Penalty: 4340.024414
	Iteration 70Q: 3 clusters Score -690407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -690410.500000 Penalty: 4340.024414
	Iteration 71Q: 3 clusters Score -690410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -690413.750000 Penalty: 4340.024414
	Iteration 72Q: 3 clusters Score -690413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -690415.562500 Penalty: 4340.024414
	Iteration 73Q: 3 clusters Score -690415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -690421.125000 Penalty: 4340.024414
	Iteration 74Q: 3 clusters Score -690421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -690426.437500 Penalty: 4340.024414
	Iteration 75Q: 3 clusters Score -690426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -690429.500000 Penalty: 4340.024414
	Iteration 76Q: 3 clusters Score -690429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -690434.937500 Penalty: 4340.024414
	Iteration 77Q: 3 clusters Score -690434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -690439.187500 Penalty: 4340.024414
	Iteration 78Q: 3 clusters Score -690439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -690444.875000 Penalty: 4340.024414
	Iteration 79Q: 3 clusters Score -690444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -690449.000000 Penalty: 4340.024414
	Iteration 80F: 3 clusters Score -690449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -690454.625000 Penalty: 4340.024414
	Iteration 81Q: 3 clusters Score -690454.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -690457.312500 Penalty: 4340.024414
	Iteration 82Q: 3 clusters Score -690457.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -690458.937500 Penalty: 4340.024414
	Iteration 83Q: 3 clusters Score -690458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -690459.187500 Penalty: 4340.024414
	Iteration 84Q: 3 clusters Score -690459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -690461.812500 Penalty: 4340.024414
	Iteration 85Q: 3 clusters Score -690461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -690463.875000 Penalty: 4340.024414
	Iteration 86Q: 3 clusters Score -690463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -690467.437500 Penalty: 4340.024414
	Iteration 87Q: 3 clusters Score -690467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -690470.562500 Penalty: 4340.024414
	Iteration 88Q: 3 clusters Score -690470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -690471.437500 Penalty: 4340.024414
	Iteration 89Q: 3 clusters Score -690471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -690475.937500 Penalty: 4340.024414
	Iteration 90Q: 3 clusters Score -690475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -690479.000000 Penalty: 4340.024414
	Iteration 91Q: 3 clusters Score -690479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -690481.750000 Penalty: 4340.024414
	Iteration 92Q: 3 clusters Score -690481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -690483.437500 Penalty: 4340.024414
	Iteration 93Q: 3 clusters Score -690483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -690483.187500 Penalty: 4340.024414
	Iteration 94Q: 3 clusters Score -690483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -690486.250000 Penalty: 4340.024414
	Iteration 95Q: 3 clusters Score -690486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -690485.187500 Penalty: 4340.024414
	Iteration 96Q: 3 clusters Score -690485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -690485.437500 Penalty: 4340.024414
	Iteration 97Q: 3 clusters Score -690485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -690485.437500 Penalty: 4340.024414
	Iteration 98F: 3 clusters Score -690485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -252610.062500 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -252610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249899.796875 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -249899.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -250920.281250 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -250920.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -251598.828125 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -251598.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252092.796875 Penalty: 3836.991699
	Iteration 3F: 3 clusters Score -252092.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252477.812500 Penalty: 3836.991699
	Iteration 4F: 3 clusters Score -252477.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -252745.593750 Penalty: 3836.991699
	Iteration 5F: 3 clusters Score -252745.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -252879.875000 Penalty: 3836.991699
	Iteration 6Q: 3 clusters Score -252879.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -252954.562500 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -252954.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -252994.328125 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -252994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -253011.859375 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -253011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -253028.546875 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -253028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -253037.671875 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -253037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -253041.437500 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -253041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -253041.437500 Penalty: 3836.991699
	Iteration 13F: 3 clusters Score -253041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 533 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 1756 members 
Entering Unmasked Estep 
Score: -142012576.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142013616.000000 to -142012576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Entering Unmasked Estep 
Score: -848798.687500 Penalty: 2209.389648
	Iteration 0F: 2 clusters Score -848798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -842662.062500 Penalty: 4418.779297
	Iteration 0F: 3 clusters Score -842662.1 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -844415.000000 Penalty: 4418.779297
	Iteration 1F: 3 clusters Score -844415 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -844743.812500 Penalty: 4418.779297
	Iteration 2F: 3 clusters Score -844743.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -844980.562500 Penalty: 4418.779297
	Iteration 3F: 3 clusters Score -844980.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -845171.375000 Penalty: 4418.779297
	Iteration 4Q: 3 clusters Score -845171.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -845325.312500 Penalty: 4418.779297
	Iteration 5Q: 3 clusters Score -845325.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -845425.750000 Penalty: 4418.779297
	Iteration 6Q: 3 clusters Score -845425.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -845506.687500 Penalty: 4418.779297
	Iteration 7Q: 3 clusters Score -845506.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -845579.375000 Penalty: 4418.779297
	Iteration 8Q: 3 clusters Score -845579.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -845633.312500 Penalty: 4418.779297
	Iteration 9Q: 3 clusters Score -845633.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -845687.000000 Penalty: 4418.779297
	Iteration 10Q: 3 clusters Score -845687 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -845728.875000 Penalty: 4418.779297
	Iteration 11Q: 3 clusters Score -845728.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -845771.187500 Penalty: 4418.779297
	Iteration 12Q: 3 clusters Score -845771.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -845811.000000 Penalty: 4418.779297
	Iteration 13Q: 3 clusters Score -845811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -845844.937500 Penalty: 4418.779297
	Iteration 14Q: 3 clusters Score -845844.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -845879.875000 Penalty: 4418.779297
	Iteration 15Q: 3 clusters Score -845879.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -845902.812500 Penalty: 4418.779297
	Iteration 16Q: 3 clusters Score -845902.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -845932.812500 Penalty: 4418.779297
	Iteration 17Q: 3 clusters Score -845932.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -845959.562500 Penalty: 4418.779297
	Iteration 18Q: 3 clusters Score -845959.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -845989.125000 Penalty: 4418.779297
	Iteration 19Q: 3 clusters Score -845989.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -846015.000000 Penalty: 4418.779297
	Iteration 20F: 3 clusters Score -846015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -846031.812500 Penalty: 4418.779297
	Iteration 21Q: 3 clusters Score -846031.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -846046.750000 Penalty: 4418.779297
	Iteration 22Q: 3 clusters Score -846046.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -846064.687500 Penalty: 4418.779297
	Iteration 23Q: 3 clusters Score -846064.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -846085.687500 Penalty: 4418.779297
	Iteration 24Q: 3 clusters Score -846085.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -846104.687500 Penalty: 4418.779297
	Iteration 25Q: 3 clusters Score -846104.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -846126.250000 Penalty: 4418.779297
	Iteration 26Q: 3 clusters Score -846126.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -846141.750000 Penalty: 4418.779297
	Iteration 27Q: 3 clusters Score -846141.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -846155.562500 Penalty: 4418.779297
	Iteration 28Q: 3 clusters Score -846155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -846171.625000 Penalty: 4418.779297
	Iteration 29Q: 3 clusters Score -846171.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -846180.437500 Penalty: 4418.779297
	Iteration 30Q: 3 clusters Score -846180.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -846185.750000 Penalty: 4418.779297
	Iteration 31Q: 3 clusters Score -846185.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -846192.812500 Penalty: 4418.779297
	Iteration 32Q: 3 clusters Score -846192.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -846197.937500 Penalty: 4418.779297
	Iteration 33Q: 3 clusters Score -846197.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -846201.312500 Penalty: 4418.779297
	Iteration 34Q: 3 clusters Score -846201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -846211.187500 Penalty: 4418.779297
	Iteration 35Q: 3 clusters Score -846211.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -846217.437500 Penalty: 4418.779297
	Iteration 36Q: 3 clusters Score -846217.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -846225.375000 Penalty: 4418.779297
	Iteration 37Q: 3 clusters Score -846225.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -846229.250000 Penalty: 4418.779297
	Iteration 38Q: 3 clusters Score -846229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -846238.750000 Penalty: 4418.779297
	Iteration 39Q: 3 clusters Score -846238.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -846246.875000 Penalty: 4418.779297
	Iteration 40F: 3 clusters Score -846246.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -846253.312500 Penalty: 4418.779297
	Iteration 41Q: 3 clusters Score -846253.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -846263.750000 Penalty: 4418.779297
	Iteration 42Q: 3 clusters Score -846263.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -846270.687500 Penalty: 4418.779297
	Iteration 43Q: 3 clusters Score -846270.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -846276.000000 Penalty: 4418.779297
	Iteration 44Q: 3 clusters Score -846276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -846284.937500 Penalty: 4418.779297
	Iteration 45Q: 3 clusters Score -846284.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -846291.812500 Penalty: 4418.779297
	Iteration 46Q: 3 clusters Score -846291.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -846300.812500 Penalty: 4418.779297
	Iteration 47Q: 3 clusters Score -846300.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -846315.562500 Penalty: 4418.779297
	Iteration 48Q: 3 clusters Score -846315.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -846328.625000 Penalty: 4418.779297
	Iteration 49Q: 3 clusters Score -846328.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -846342.687500 Penalty: 4418.779297
	Iteration 50Q: 3 clusters Score -846342.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -846364.000000 Penalty: 4418.779297
	Iteration 51Q: 3 clusters Score -846364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -846385.562500 Penalty: 4418.779297
	Iteration 52Q: 3 clusters Score -846385.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -846400.250000 Penalty: 4418.779297
	Iteration 53Q: 3 clusters Score -846400.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -846410.500000 Penalty: 4418.779297
	Iteration 54Q: 3 clusters Score -846410.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -846426.312500 Penalty: 4418.779297
	Iteration 55Q: 3 clusters Score -846426.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -846440.437500 Penalty: 4418.779297
	Iteration 56Q: 3 clusters Score -846440.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -846450.562500 Penalty: 4418.779297
	Iteration 57Q: 3 clusters Score -846450.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -846465.312500 Penalty: 4418.779297
	Iteration 58Q: 3 clusters Score -846465.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -846479.875000 Penalty: 4418.779297
	Iteration 59Q: 3 clusters Score -846479.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -846492.750000 Penalty: 4418.779297
	Iteration 60F: 3 clusters Score -846492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -846501.812500 Penalty: 4418.779297
	Iteration 61Q: 3 clusters Score -846501.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -846511.687500 Penalty: 4418.779297
	Iteration 62Q: 3 clusters Score -846511.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -846521.750000 Penalty: 4418.779297
	Iteration 63Q: 3 clusters Score -846521.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -846535.500000 Penalty: 4418.779297
	Iteration 64Q: 3 clusters Score -846535.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -846549.375000 Penalty: 4418.779297
	Iteration 65Q: 3 clusters Score -846549.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -846562.062500 Penalty: 4418.779297
	Iteration 66Q: 3 clusters Score -846562.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -846578.937500 Penalty: 4418.779297
	Iteration 67Q: 3 clusters Score -846578.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -846593.312500 Penalty: 4418.779297
	Iteration 68Q: 3 clusters Score -846593.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -846603.937500 Penalty: 4418.779297
	Iteration 69Q: 3 clusters Score -846603.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -846613.625000 Penalty: 4418.779297
	Iteration 70Q: 3 clusters Score -846613.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -846623.187500 Penalty: 4418.779297
	Iteration 71Q: 3 clusters Score -846623.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -846631.875000 Penalty: 4418.779297
	Iteration 72Q: 3 clusters Score -846631.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -846651.062500 Penalty: 4418.779297
	Iteration 73Q: 3 clusters Score -846651.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -846665.312500 Penalty: 4418.779297
	Iteration 74Q: 3 clusters Score -846665.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -846686.062500 Penalty: 4418.779297
	Iteration 75Q: 3 clusters Score -846686.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -846696.187500 Penalty: 4418.779297
	Iteration 76Q: 3 clusters Score -846696.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -846713.562500 Penalty: 4418.779297
	Iteration 77Q: 3 clusters Score -846713.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -846731.625000 Penalty: 4418.779297
	Iteration 78Q: 3 clusters Score -846731.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -846753.437500 Penalty: 4418.779297
	Iteration 79Q: 3 clusters Score -846753.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -846775.312500 Penalty: 4418.779297
	Iteration 80F: 3 clusters Score -846775.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -846795.625000 Penalty: 4418.779297
	Iteration 81Q: 3 clusters Score -846795.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -846817.312500 Penalty: 4418.779297
	Iteration 82Q: 3 clusters Score -846817.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -846837.562500 Penalty: 4418.779297
	Iteration 83Q: 3 clusters Score -846837.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -846857.812500 Penalty: 4418.779297
	Iteration 84Q: 3 clusters Score -846857.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -846877.500000 Penalty: 4418.779297
	Iteration 85Q: 3 clusters Score -846877.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -846897.562500 Penalty: 4418.779297
	Iteration 86Q: 3 clusters Score -846897.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -846910.562500 Penalty: 4418.779297
	Iteration 87Q: 3 clusters Score -846910.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -846922.312500 Penalty: 4418.779297
	Iteration 88Q: 3 clusters Score -846922.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -846929.562500 Penalty: 4418.779297
	Iteration 89Q: 3 clusters Score -846929.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -846942.000000 Penalty: 4418.779297
	Iteration 90Q: 3 clusters Score -846942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -846951.250000 Penalty: 4418.779297
	Iteration 91Q: 3 clusters Score -846951.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -846961.250000 Penalty: 4418.779297
	Iteration 92Q: 3 clusters Score -846961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -846965.562500 Penalty: 4418.779297
	Iteration 93Q: 3 clusters Score -846965.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -846975.687500 Penalty: 4418.779297
	Iteration 94Q: 3 clusters Score -846975.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -846984.062500 Penalty: 4418.779297
	Iteration 95Q: 3 clusters Score -846984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -846989.812500 Penalty: 4418.779297
	Iteration 96Q: 3 clusters Score -846989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -846992.937500 Penalty: 4418.779297
	Iteration 97Q: 3 clusters Score -846992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -846997.937500 Penalty: 4418.779297
	Iteration 98Q: 3 clusters Score -846997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -847004.875000 Penalty: 4418.779297
	Iteration 99Q: 3 clusters Score -847004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -847009.250000 Penalty: 4418.779297
	Iteration 100F: 3 clusters Score -847009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -847009.750000 Penalty: 4418.779297
	Iteration 101Q: 3 clusters Score -847009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -847014.812500 Penalty: 4418.779297
	Iteration 102Q: 3 clusters Score -847014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -847018.437500 Penalty: 4418.779297
	Iteration 103Q: 3 clusters Score -847018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -847018.375000 Penalty: 4418.779297
	Iteration 104Q: 3 clusters Score -847018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -847023.500000 Penalty: 4418.779297
	Iteration 105Q: 3 clusters Score -847023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -847028.000000 Penalty: 4418.779297
	Iteration 106Q: 3 clusters Score -847028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -847032.812500 Penalty: 4418.779297
	Iteration 107Q: 3 clusters Score -847032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -847037.187500 Penalty: 4418.779297
	Iteration 108Q: 3 clusters Score -847037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -847038.937500 Penalty: 4418.779297
	Iteration 109Q: 3 clusters Score -847038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -847040.875000 Penalty: 4418.779297
	Iteration 110Q: 3 clusters Score -847040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -847041.750000 Penalty: 4418.779297
	Iteration 111Q: 3 clusters Score -847041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -847042.625000 Penalty: 4418.779297
	Iteration 112Q: 3 clusters Score -847042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -847044.062500 Penalty: 4418.779297
	Iteration 113Q: 3 clusters Score -847044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -847046.125000 Penalty: 4418.779297
	Iteration 114Q: 3 clusters Score -847046.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -847048.875000 Penalty: 4418.779297
	Iteration 115Q: 3 clusters Score -847048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -847052.437500 Penalty: 4418.779297
	Iteration 116Q: 3 clusters Score -847052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -847054.750000 Penalty: 4418.779297
	Iteration 117Q: 3 clusters Score -847054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -847055.125000 Penalty: 4418.779297
	Iteration 118Q: 3 clusters Score -847055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -847059.750000 Penalty: 4418.779297
	Iteration 119Q: 3 clusters Score -847059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -847062.437500 Penalty: 4418.779297
	Iteration 120F: 3 clusters Score -847062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -847065.437500 Penalty: 4418.779297
	Iteration 121Q: 3 clusters Score -847065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -847071.062500 Penalty: 4418.779297
	Iteration 122Q: 3 clusters Score -847071.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -847079.812500 Penalty: 4418.779297
	Iteration 123Q: 3 clusters Score -847079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -847083.375000 Penalty: 4418.779297
	Iteration 124Q: 3 clusters Score -847083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -847086.187500 Penalty: 4418.779297
	Iteration 125Q: 3 clusters Score -847086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -847088.312500 Penalty: 4418.779297
	Iteration 126Q: 3 clusters Score -847088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -847091.125000 Penalty: 4418.779297
	Iteration 127Q: 3 clusters Score -847091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -847094.312500 Penalty: 4418.779297
	Iteration 128Q: 3 clusters Score -847094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -847095.500000 Penalty: 4418.779297
	Iteration 129Q: 3 clusters Score -847095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -847096.312500 Penalty: 4418.779297
	Iteration 130Q: 3 clusters Score -847096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -847099.625000 Penalty: 4418.779297
	Iteration 131Q: 3 clusters Score -847099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -847103.687500 Penalty: 4418.779297
	Iteration 132Q: 3 clusters Score -847103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -847104.500000 Penalty: 4418.779297
	Iteration 133Q: 3 clusters Score -847104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -847108.250000 Penalty: 4418.779297
	Iteration 134Q: 3 clusters Score -847108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -847116.812500 Penalty: 4418.779297
	Iteration 135Q: 3 clusters Score -847116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -847121.375000 Penalty: 4418.779297
	Iteration 136Q: 3 clusters Score -847121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -847125.750000 Penalty: 4418.779297
	Iteration 137Q: 3 clusters Score -847125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -847130.687500 Penalty: 4418.779297
	Iteration 138Q: 3 clusters Score -847130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -847133.937500 Penalty: 4418.779297
	Iteration 139Q: 3 clusters Score -847133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -847135.187500 Penalty: 4418.779297
	Iteration 140F: 3 clusters Score -847135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -847133.750000 Penalty: 4418.779297
	Iteration 141Q: 3 clusters Score -847133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -847135.250000 Penalty: 4418.779297
	Iteration 142Q: 3 clusters Score -847135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -847135.250000 Penalty: 4418.779297
	Iteration 143F: 3 clusters Score -847135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14875.525391 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14875.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15012.755859 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15012.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15032.774414 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15032.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15033.789062 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15033.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15033.789062 Penalty: 2610.294189
	Iteration 4F: 3 clusters Score -15033.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -196442.609375 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -196442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194061.765625 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -194061.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194443.671875 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -194443.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194553.390625 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -194553.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194623.000000 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -194623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194661.390625 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -194661.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194690.578125 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -194690.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -194711.031250 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -194711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194723.718750 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -194723.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194732.156250 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -194732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -194736.500000 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -194736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194740.281250 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -194740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194744.140625 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -194744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -194749.984375 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -194750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -194754.468750 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -194754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194761.953125 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -194762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194767.125000 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -194767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194777.421875 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -194777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -194783.000000 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -194783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -194785.953125 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -194786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -194787.671875 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -194787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -194790.234375 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -194790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194793.234375 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -194793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194794.062500 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -194794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194796.828125 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -194796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194798.062500 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -194798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194798.062500 Penalty: 3672.824219
	Iteration 25F: 3 clusters Score -194798.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49871.535156 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49871.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50075.160156 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50075.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50158.371094 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50158.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50191.062500 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50191.06 nChanged 5
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: -50206.042969 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50206.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50214.136719 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50214.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50220.093750 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50220.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50223.308594 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50223.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50225.460938 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -50225.46 nChanged 1
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: -50228.378906 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -50228.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50231.078125 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -50231.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50232.734375 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -50232.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50232.734375 Penalty: 3052.809570
	Iteration 12F: 3 clusters Score -50232.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Entering Unmasked Estep 
Score: -5212784.000000 Penalty: 2641.549072
	Iteration 0F: 2 clusters Score -5212784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5184358.500000 Penalty: 5283.098145
	Iteration 0F: 3 clusters Score -5184358 nChanged 19175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5194845.500000 Penalty: 5283.098145
	Iteration 1F: 3 clusters Score -5194846 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5195405.000000 Penalty: 5283.098145
	Iteration 2Q: 3 clusters Score -5195405 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5195938.000000 Penalty: 5283.098145
	Iteration 3Q: 3 clusters Score -5195938 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5196463.000000 Penalty: 5283.098145
	Iteration 4Q: 3 clusters Score -5196463 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5197020.000000 Penalty: 5283.098145
	Iteration 5Q: 3 clusters Score -5197020 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5197609.500000 Penalty: 5283.098145
	Iteration 6Q: 3 clusters Score -5197610 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5198244.000000 Penalty: 5283.098145
	Iteration 7Q: 3 clusters Score -5198244 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5198891.500000 Penalty: 5283.098145
	Iteration 8Q: 3 clusters Score -5198892 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5199517.000000 Penalty: 5283.098145
	Iteration 9Q: 3 clusters Score -5199517 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5200247.500000 Penalty: 5283.098145
	Iteration 10Q: 3 clusters Score -5200248 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5200979.000000 Penalty: 5283.098145
	Iteration 11Q: 3 clusters Score -5200979 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5201818.000000 Penalty: 5283.098145
	Iteration 12Q: 3 clusters Score -5201818 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5202667.000000 Penalty: 5283.098145
	Iteration 13Q: 3 clusters Score -5202667 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5203377.000000 Penalty: 5283.098145
	Iteration 14Q: 3 clusters Score -5203377 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5203862.500000 Penalty: 5283.098145
	Iteration 15Q: 3 clusters Score -5203862 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5204171.500000 Penalty: 5283.098145
	Iteration 16Q: 3 clusters Score -5204172 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5204363.000000 Penalty: 5283.098145
	Iteration 17Q: 3 clusters Score -5204363 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -5204507.500000 Penalty: 5283.098145
	Iteration 18Q: 3 clusters Score -5204508 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5204679.500000 Penalty: 5283.098145
	Iteration 19Q: 3 clusters Score -5204680 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5204799.500000 Penalty: 5283.098145
	Iteration 20F: 3 clusters Score -5204800 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5204956.000000 Penalty: 5283.098145
	Iteration 21Q: 3 clusters Score -5204956 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -5205102.500000 Penalty: 5283.098145
	Iteration 22Q: 3 clusters Score -5205102 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5205271.000000 Penalty: 5283.098145
	Iteration 23Q: 3 clusters Score -5205271 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5205429.500000 Penalty: 5283.098145
	Iteration 24Q: 3 clusters Score -5205430 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5205613.000000 Penalty: 5283.098145
	Iteration 25Q: 3 clusters Score -5205613 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5205775.000000 Penalty: 5283.098145
	Iteration 26Q: 3 clusters Score -5205775 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -5205996.000000 Penalty: 5283.098145
	Iteration 27Q: 3 clusters Score -5205996 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5206226.500000 Penalty: 5283.098145
	Iteration 28Q: 3 clusters Score -5206226 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5206492.500000 Penalty: 5283.098145
	Iteration 29Q: 3 clusters Score -5206492 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5206778.500000 Penalty: 5283.098145
	Iteration 30Q: 3 clusters Score -5206778 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5207089.500000 Penalty: 5283.098145
	Iteration 31Q: 3 clusters Score -5207090 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -5207412.500000 Penalty: 5283.098145
	Iteration 32Q: 3 clusters Score -5207412 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5207685.000000 Penalty: 5283.098145
	Iteration 33Q: 3 clusters Score -5207685 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5207974.000000 Penalty: 5283.098145
	Iteration 34Q: 3 clusters Score -5207974 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5208258.000000 Penalty: 5283.098145
	Iteration 35Q: 3 clusters Score -5208258 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5208544.000000 Penalty: 5283.098145
	Iteration 36Q: 3 clusters Score -5208544 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5208823.000000 Penalty: 5283.098145
	Iteration 37Q: 3 clusters Score -5208823 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5209100.500000 Penalty: 5283.098145
	Iteration 38Q: 3 clusters Score -5209100 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5209359.000000 Penalty: 5283.098145
	Iteration 39Q: 3 clusters Score -5209359 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5209549.000000 Penalty: 5283.098145
	Iteration 40F: 3 clusters Score -5209549 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5209731.000000 Penalty: 5283.098145
	Iteration 41Q: 3 clusters Score -5209731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5209891.500000 Penalty: 5283.098145
	Iteration 42Q: 3 clusters Score -5209892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5210026.500000 Penalty: 5283.098145
	Iteration 43Q: 3 clusters Score -5210026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5210120.000000 Penalty: 5283.098145
	Iteration 44Q: 3 clusters Score -5210120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5210201.500000 Penalty: 5283.098145
	Iteration 45Q: 3 clusters Score -5210202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5210266.000000 Penalty: 5283.098145
	Iteration 46Q: 3 clusters Score -5210266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -5210326.500000 Penalty: 5283.098145
	Iteration 47Q: 3 clusters Score -5210326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5210370.000000 Penalty: 5283.098145
	Iteration 48Q: 3 clusters Score -5210370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -5210407.500000 Penalty: 5283.098145
	Iteration 49Q: 3 clusters Score -5210408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5210434.000000 Penalty: 5283.098145
	Iteration 50Q: 3 clusters Score -5210434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5210454.000000 Penalty: 5283.098145
	Iteration 51Q: 3 clusters Score -5210454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5210468.000000 Penalty: 5283.098145
	Iteration 52Q: 3 clusters Score -5210468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -5210466.000000 Penalty: 5283.098145
	Iteration 53Q: 3 clusters Score -5210466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5210481.000000 Penalty: 5283.098145
	Iteration 54Q: 3 clusters Score -5210481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5210498.500000 Penalty: 5283.098145
	Iteration 55Q: 3 clusters Score -5210498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5210503.000000 Penalty: 5283.098145
	Iteration 56Q: 3 clusters Score -5210503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -5210507.000000 Penalty: 5283.098145
	Iteration 57Q: 3 clusters Score -5210507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5210515.500000 Penalty: 5283.098145
	Iteration 58Q: 3 clusters Score -5210516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5210516.000000 Penalty: 5283.098145
	Iteration 59Q: 3 clusters Score -5210516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5210517.000000 Penalty: 5283.098145
	Iteration 60F: 3 clusters Score -5210517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5210522.000000 Penalty: 5283.098145
	Iteration 61Q: 3 clusters Score -5210522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5210524.000000 Penalty: 5283.098145
	Iteration 62Q: 3 clusters Score -5210524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5210523.500000 Penalty: 5283.098145
	Iteration 63Q: 3 clusters Score -5210524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5210526.000000 Penalty: 5283.098145
	Iteration 64Q: 3 clusters Score -5210526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5210537.500000 Penalty: 5283.098145
	Iteration 65Q: 3 clusters Score -5210538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5210547.500000 Penalty: 5283.098145
	Iteration 66Q: 3 clusters Score -5210548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5210550.500000 Penalty: 5283.098145
	Iteration 67Q: 3 clusters Score -5210550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5210545.500000 Penalty: 5283.098145
	Iteration 68Q: 3 clusters Score -5210546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5210548.500000 Penalty: 5283.098145
	Iteration 69Q: 3 clusters Score -5210548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5210555.500000 Penalty: 5283.098145
	Iteration 70Q: 3 clusters Score -5210556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5210554.500000 Penalty: 5283.098145
	Iteration 71Q: 3 clusters Score -5210554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5210560.500000 Penalty: 5283.098145
	Iteration 72Q: 3 clusters Score -5210560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5210563.500000 Penalty: 5283.098145
	Iteration 73Q: 3 clusters Score -5210564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5210570.500000 Penalty: 5283.098145
	Iteration 74Q: 3 clusters Score -5210570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5210578.500000 Penalty: 5283.098145
	Iteration 75Q: 3 clusters Score -5210578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5210578.500000 Penalty: 5283.098145
	Iteration 76F: 3 clusters Score -5210578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52033 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 128468 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 230982 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149419 members 
Mstep: Class 22 contains 34060 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39759 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17553 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8307 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 175044 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7397 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 239Q: 49 clusters Score -1.420136e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52017 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 128380 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40072 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36452 members 
Mstep: Class 15 contains 10126 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 231354 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149437 members 
Mstep: Class 22 contains 34041 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39754 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19352 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4601 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 17558 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8309 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 174747 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6313 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7396 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013744.000000 Penalty: 166335.640625
Iteration 240F: 49 clusters Score -1.420137e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52000 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 128285 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40072 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 10126 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 231722 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149466 members 
Mstep: Class 22 contains 34027 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39750 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19344 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4593 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8308 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 174452 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2289 members 
Mstep: Class 44 contains 7392 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013696.000000 Penalty: 166335.640625
Iteration 241Q: 49 clusters Score -1.420137e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51983 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 128184 members 
Mstep: Class 9 contains 28602 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 10127 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25719 members 
Mstep: Class 19 contains 232078 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 149486 members 
Mstep: Class 22 contains 34017 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39749 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19344 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4589 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8309 members 
Mstep: Class 35 contains 5679 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 174162 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6313 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7391 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 242Q: 49 clusters Score -1.420136e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51967 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5179 members 
Mstep: Class 8 contains 128118 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36449 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 232404 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149510 members 
Mstep: Class 22 contains 34013 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39747 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19350 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4585 members 
Mstep: Class 31 contains 5504 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8308 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 173855 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6313 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7390 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013712.000000 Penalty: 166335.640625
Iteration 243Q: 49 clusters Score -1.420137e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51950 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 128058 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36454 members 
Mstep: Class 15 contains 10120 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25688 members 
Mstep: Class 19 contains 232747 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149533 members 
Mstep: Class 22 contains 34001 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39746 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19350 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4579 members 
Mstep: Class 31 contains 5505 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8303 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 173553 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6313 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013888.000000 Penalty: 166335.640625
Iteration 244Q: 49 clusters Score -1.420139e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51940 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 128008 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40075 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36459 members 
Mstep: Class 15 contains 10115 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 233071 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149555 members 
Mstep: Class 22 contains 33987 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39744 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19347 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4572 members 
Mstep: Class 31 contains 5507 members 
Mstep: Class 32 contains 17565 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8299 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 173257 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7383 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013904.000000 Penalty: 166335.640625
Iteration 245Q: 49 clusters Score -1.420139e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51924 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5190 members 
Mstep: Class 8 contains 127971 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40070 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36468 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25666 members 
Mstep: Class 19 contains 233420 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149573 members 
Mstep: Class 22 contains 33977 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39742 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19340 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4566 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17570 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8300 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 172933 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7379 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014128.000000 Penalty: 166335.640625
Iteration 246Q: 49 clusters Score -1.420141e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51914 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5192 members 
Mstep: Class 8 contains 127930 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40068 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36477 members 
Mstep: Class 15 contains 10094 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 233757 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149589 members 
Mstep: Class 22 contains 33966 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39736 members 
Mstep: Class 25 contains 1693 members 
Mstep: Class 26 contains 19342 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 5510 members 
Mstep: Class 32 contains 17571 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8303 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 172607 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7376 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014256.000000 Penalty: 166335.640625
Iteration 247Q: 49 clusters Score -1.420143e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51900 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 127883 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40068 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36485 members 
Mstep: Class 15 contains 10081 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 234085 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149610 members 
Mstep: Class 22 contains 33958 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39728 members 
Mstep: Class 25 contains 1694 members 
Mstep: Class 26 contains 19329 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 12978 members 
Mstep: Class 30 contains 4545 members 
Mstep: Class 31 contains 5512 members 
Mstep: Class 32 contains 17574 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8303 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 172322 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7372 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014064.000000 Penalty: 166335.640625
Iteration 248Q: 49 clusters Score -1.420141e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51887 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 127807 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40066 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36488 members 
Mstep: Class 15 contains 10060 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 234425 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149628 members 
Mstep: Class 22 contains 33949 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39719 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19325 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 4536 members 
Mstep: Class 31 contains 5513 members 
Mstep: Class 32 contains 17578 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8303 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 172053 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7371 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014000.000000 Penalty: 166335.640625
Iteration 249Q: 49 clusters Score -1.42014e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51870 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 127731 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36489 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 234759 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149646 members 
Mstep: Class 22 contains 33942 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39716 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19319 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 5515 members 
Mstep: Class 32 contains 17580 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8300 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 171805 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6315 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7368 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013968.000000 Penalty: 166335.640625
Iteration 250Q: 49 clusters Score -1.42014e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51851 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 127641 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40061 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36489 members 
Mstep: Class 15 contains 10020 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25633 members 
Mstep: Class 19 contains 235130 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149659 members 
Mstep: Class 22 contains 33943 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39715 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19311 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4522 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 17584 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8299 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 171523 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7366 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014000.000000 Penalty: 166335.640625
Iteration 251Q: 49 clusters Score -1.42014e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51831 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5208 members 
Mstep: Class 8 contains 127552 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40059 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36498 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25620 members 
Mstep: Class 19 contains 235534 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149677 members 
Mstep: Class 22 contains 33938 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39710 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19298 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 17589 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 171226 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6317 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7363 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013984.000000 Penalty: 166335.640625
Iteration 252Q: 49 clusters Score -1.42014e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51814 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 127442 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40054 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36498 members 
Mstep: Class 15 contains 9974 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25615 members 
Mstep: Class 19 contains 235974 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149697 members 
Mstep: Class 22 contains 33940 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39704 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19294 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 17596 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 5691 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 170912 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6318 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7361 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013712.000000 Penalty: 166335.640625
Iteration 253Q: 49 clusters Score -1.420137e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51797 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 127348 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40054 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36500 members 
Mstep: Class 15 contains 9956 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25608 members 
Mstep: Class 19 contains 236425 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149709 members 
Mstep: Class 22 contains 33937 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39694 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19281 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 5518 members 
Mstep: Class 32 contains 17600 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 170568 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6320 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7358 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013680.000000 Penalty: 166335.640625
Iteration 254Q: 49 clusters Score -1.420137e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51787 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 127254 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36505 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 236845 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149716 members 
Mstep: Class 22 contains 33922 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39691 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19274 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 17604 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 170255 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6320 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7358 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 42996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013744.000000 Penalty: 166335.640625
Iteration 255Q: 49 clusters Score -1.420137e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51777 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 127146 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40054 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36509 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25582 members 
Mstep: Class 19 contains 237222 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149734 members 
Mstep: Class 22 contains 33911 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39688 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19266 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 4451 members 
Mstep: Class 31 contains 5519 members 
Mstep: Class 32 contains 17601 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 169952 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6319 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7358 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013584.000000 Penalty: 166335.640625
Iteration 256Q: 49 clusters Score -1.420136e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51765 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 127047 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36514 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25568 members 
Mstep: Class 19 contains 237605 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149744 members 
Mstep: Class 22 contains 33899 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39684 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19260 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 4443 members 
Mstep: Class 31 contains 5521 members 
Mstep: Class 32 contains 17605 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5700 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 169665 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6318 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7356 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 257Q: 49 clusters Score -1.420136e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51753 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 126943 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36519 members 
Mstep: Class 15 contains 9892 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25559 members 
Mstep: Class 19 contains 238009 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149757 members 
Mstep: Class 22 contains 33894 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39676 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19250 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 5520 members 
Mstep: Class 32 contains 17606 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5701 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 169371 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6318 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7351 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013424.000000 Penalty: 166335.640625
Iteration 258Q: 49 clusters Score -1.420134e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51737 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 126826 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 36523 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25559 members 
Mstep: Class 19 contains 238384 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149775 members 
Mstep: Class 22 contains 33888 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39671 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19241 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4421 members 
Mstep: Class 31 contains 5523 members 
Mstep: Class 32 contains 17610 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5703 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 169079 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6318 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7345 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013584.000000 Penalty: 166335.640625
Iteration 259Q: 49 clusters Score -1.420136e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51717 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 126718 members 
Mstep: Class 9 contains 28593 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 36529 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25562 members 
Mstep: Class 19 contains 238737 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149811 members 
Mstep: Class 22 contains 33888 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39668 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19231 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 5526 members 
Mstep: Class 32 contains 17611 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5708 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 168807 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6317 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7341 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013808.000000 Penalty: 166335.640625
Iteration 260F: 49 clusters Score -1.420138e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51700 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 126617 members 
Mstep: Class 9 contains 28592 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 36535 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25568 members 
Mstep: Class 19 contains 239071 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149855 members 
Mstep: Class 22 contains 33888 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39666 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19229 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17611 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5710 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 168503 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7338 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 261Q: 49 clusters Score -1.420136e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51695 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 126531 members 
Mstep: Class 9 contains 28592 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14503 members 
Mstep: Class 14 contains 36541 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25571 members 
Mstep: Class 19 contains 239372 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149885 members 
Mstep: Class 22 contains 33881 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39658 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19228 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12981 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 5529 members 
Mstep: Class 32 contains 17615 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5712 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 168222 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7337 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013552.000000 Penalty: 166335.640625
Iteration 262Q: 49 clusters Score -1.420136e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51681 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 126432 members 
Mstep: Class 9 contains 28592 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36545 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25568 members 
Mstep: Class 19 contains 239706 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149917 members 
Mstep: Class 22 contains 33878 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39656 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19220 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4399 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17621 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8289 members 
Mstep: Class 35 contains 5717 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 167943 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7336 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013632.000000 Penalty: 166335.640625
Iteration 263Q: 49 clusters Score -1.420136e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51668 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 126307 members 
Mstep: Class 9 contains 28593 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36551 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25565 members 
Mstep: Class 19 contains 240070 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149936 members 
Mstep: Class 22 contains 33880 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39655 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19213 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4391 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17624 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8285 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 167694 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6315 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7333 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013584.000000 Penalty: 166335.640625
Iteration 264Q: 49 clusters Score -1.420136e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51663 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 126207 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36552 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25556 members 
Mstep: Class 19 contains 240440 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149959 members 
Mstep: Class 22 contains 33871 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39654 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19213 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4386 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17622 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8283 members 
Mstep: Class 35 contains 5718 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 167423 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6315 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7330 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013648.000000 Penalty: 166335.640625
Iteration 265Q: 49 clusters Score -1.420136e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51662 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 126103 members 
Mstep: Class 9 contains 28602 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36556 members 
Mstep: Class 15 contains 9786 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25553 members 
Mstep: Class 19 contains 240784 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149983 members 
Mstep: Class 22 contains 33868 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39654 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19206 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 5526 members 
Mstep: Class 32 contains 17621 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8277 members 
Mstep: Class 35 contains 5721 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 167173 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7325 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013568.000000 Penalty: 166335.640625
Iteration 266Q: 49 clusters Score -1.420136e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51654 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 125985 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36560 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25546 members 
Mstep: Class 19 contains 241124 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 149996 members 
Mstep: Class 22 contains 33860 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39647 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19208 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 5526 members 
Mstep: Class 32 contains 17624 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8273 members 
Mstep: Class 35 contains 5721 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 166945 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6318 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7320 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013664.000000 Penalty: 166335.640625
Iteration 267Q: 49 clusters Score -1.420137e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51640 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 125876 members 
Mstep: Class 9 contains 28606 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36557 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 241441 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150006 members 
Mstep: Class 22 contains 33850 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39645 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19201 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12981 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17623 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 5721 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 166742 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6319 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7318 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013616.000000 Penalty: 166335.640625
Iteration 268Q: 49 clusters Score -1.420136e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51627 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 125759 members 
Mstep: Class 9 contains 28612 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25544 members 
Mstep: Class 19 contains 241744 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150009 members 
Mstep: Class 22 contains 33844 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39641 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19198 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17626 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8270 members 
Mstep: Class 35 contains 5723 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 166539 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6322 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7317 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013632.000000 Penalty: 166335.640625
Iteration 269Q: 49 clusters Score -1.420136e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51610 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 125639 members 
Mstep: Class 9 contains 28613 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40018 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36559 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25529 members 
Mstep: Class 19 contains 242062 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150015 members 
Mstep: Class 22 contains 33839 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39638 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19195 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17631 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8271 members 
Mstep: Class 35 contains 5723 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 166339 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6323 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7315 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013600.000000 Penalty: 166335.640625
Iteration 270Q: 49 clusters Score -1.420136e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51602 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 125522 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40015 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36561 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 4692 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25521 members 
Mstep: Class 19 contains 242325 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150027 members 
Mstep: Class 22 contains 33837 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39635 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19187 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17632 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8270 members 
Mstep: Class 35 contains 5724 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 166157 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6324 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7311 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013504.000000 Penalty: 166335.640625
Iteration 271Q: 49 clusters Score -1.420135e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51594 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 8 contains 125422 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 4693 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25509 members 
Mstep: Class 19 contains 242630 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150031 members 
Mstep: Class 22 contains 33835 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39631 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19181 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 5529 members 
Mstep: Class 32 contains 17632 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 5725 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 165942 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6323 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7308 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013488.000000 Penalty: 166335.640625
Iteration 272Q: 49 clusters Score -1.420135e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51579 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 125327 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40018 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25492 members 
Mstep: Class 19 contains 242934 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150040 members 
Mstep: Class 22 contains 33830 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39625 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19175 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17635 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 5726 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 165725 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6321 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7306 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013392.000000 Penalty: 166335.640625
Iteration 273Q: 49 clusters Score -1.420134e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 125235 members 
Mstep: Class 9 contains 28622 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 9774 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25481 members 
Mstep: Class 19 contains 243239 members 
Mstep: Class 20 contains 9116 members 
Mstep: Class 21 contains 150044 members 
Mstep: Class 22 contains 33834 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39623 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19164 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17638 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8270 members 
Mstep: Class 35 contains 5727 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 165481 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6321 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7308 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013568.000000 Penalty: 166335.640625
Iteration 274Q: 49 clusters Score -1.420136e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51562 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 125161 members 
Mstep: Class 9 contains 28623 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40021 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25466 members 
Mstep: Class 19 contains 243535 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 150050 members 
Mstep: Class 22 contains 33828 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39622 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19154 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4364 members 
Mstep: Class 31 contains 5529 members 
Mstep: Class 32 contains 17642 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8271 members 
Mstep: Class 35 contains 5726 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 165254 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6321 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7306 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1640 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013408.000000 Penalty: 166335.640625
Iteration 275Q: 49 clusters Score -1.420134e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51556 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5237 members 
Mstep: Class 8 contains 125083 members 
Mstep: Class 9 contains 28627 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36568 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 243818 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150052 members 
Mstep: Class 22 contains 33820 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39619 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19149 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4362 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17647 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8273 members 
Mstep: Class 35 contains 5728 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 165023 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6322 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7300 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013504.000000 Penalty: 166335.640625
Iteration 276Q: 49 clusters Score -1.420135e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51542 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 125005 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 36570 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 244133 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150057 members 
Mstep: Class 22 contains 33820 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39615 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19144 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4359 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 17648 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8276 members 
Mstep: Class 35 contains 5733 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164756 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6324 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7300 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 43966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013248.000000 Penalty: 166335.640625
Iteration 277Q: 49 clusters Score -1.420132e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51532 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 124918 members 
Mstep: Class 9 contains 28631 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36569 members 
Mstep: Class 15 contains 9762 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25451 members 
Mstep: Class 19 contains 244459 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150070 members 
Mstep: Class 22 contains 33825 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39610 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19139 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 4356 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 17651 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8276 members 
Mstep: Class 35 contains 5733 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164484 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7296 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013280.000000 Penalty: 166335.640625
Iteration 278Q: 49 clusters Score -1.420133e+08 nChanged 572
Entering ConstructFrom: 
Score: -142013280.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81782.375000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81782.38 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82288.101562 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82288.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -82690.914062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -82690.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82922.570312 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -82922.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83196.851562 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -83196.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -83735.585938 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83735.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -83957.734375 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -83957.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -84225.351562 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -84225.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -84553.796875 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -84553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -84872.484375 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -84872.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84908.414062 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -84908.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -84927.789062 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -84927.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84962.765625 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -84962.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -84968.507812 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -84968.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -84974.757812 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -84974.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -84987.789062 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -84987.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -84990.796875 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -84990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -84990.796875 Penalty: 3342.123535
	Iteration 17F: 3 clusters Score -84990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 124853 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 244769 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150061 members 
Mstep: Class 22 contains 33816 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17661 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164205 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44055 members 
Mstep: Class 49 contains 705 members 
Entering Unmasked Estep 
Score: -142013088.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142013280.000000 to -142013088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Entering Unmasked Estep 
Score: -6530450.500000 Penalty: 2690.746338
	Iteration 0F: 2 clusters Score -6530450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -6495800.500000 Penalty: 5381.492676
	Iteration 0F: 3 clusters Score -6495800 nChanged 24022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6509168.000000 Penalty: 5381.492676
	Iteration 1F: 3 clusters Score -6509168 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6509692.000000 Penalty: 5381.492676
	Iteration 2Q: 3 clusters Score -6509692 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6510275.000000 Penalty: 5381.492676
	Iteration 3Q: 3 clusters Score -6510275 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6511043.000000 Penalty: 5381.492676
	Iteration 4Q: 3 clusters Score -6511043 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -6512186.500000 Penalty: 5381.492676
	Iteration 5Q: 3 clusters Score -6512186 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -6514196.500000 Penalty: 5381.492676
	Iteration 6F: 3 clusters Score -6514196 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6517340.000000 Penalty: 5381.492676
	Iteration 7F: 3 clusters Score -6517340 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6521326.000000 Penalty: 5381.492676
	Iteration 8F: 3 clusters Score -6521326 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6524843.500000 Penalty: 5381.492676
	Iteration 9F: 3 clusters Score -6524844 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6526795.500000 Penalty: 5381.492676
	Iteration 10Q: 3 clusters Score -6526796 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6527562.000000 Penalty: 5381.492676
	Iteration 11Q: 3 clusters Score -6527562 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6527882.500000 Penalty: 5381.492676
	Iteration 12Q: 3 clusters Score -6527882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6528030.000000 Penalty: 5381.492676
	Iteration 13Q: 3 clusters Score -6528030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6528097.500000 Penalty: 5381.492676
	Iteration 14Q: 3 clusters Score -6528098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6528135.500000 Penalty: 5381.492676
	Iteration 15Q: 3 clusters Score -6528136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -6528155.500000 Penalty: 5381.492676
	Iteration 16Q: 3 clusters Score -6528156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6528164.500000 Penalty: 5381.492676
	Iteration 17Q: 3 clusters Score -6528164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6528170.000000 Penalty: 5381.492676
	Iteration 18Q: 3 clusters Score -6528170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6528170.000000 Penalty: 5381.492676
	Iteration 19F: 3 clusters Score -6528170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -807762.500000 Penalty: 2183.398193
	Iteration 0F: 2 clusters Score -807762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -802220.625000 Penalty: 4366.796387
	Iteration 0F: 3 clusters Score -802220.6 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -803715.500000 Penalty: 4366.796387
	Iteration 1F: 3 clusters Score -803715.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -804000.875000 Penalty: 4366.796387
	Iteration 2F: 3 clusters Score -804000.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -804221.437500 Penalty: 4366.796387
	Iteration 3F: 3 clusters Score -804221.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -804432.437500 Penalty: 4366.796387
	Iteration 4Q: 3 clusters Score -804432.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -804637.625000 Penalty: 4366.796387
	Iteration 5Q: 3 clusters Score -804637.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -804876.062500 Penalty: 4366.796387
	Iteration 6Q: 3 clusters Score -804876.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -805129.000000 Penalty: 4366.796387
	Iteration 7F: 3 clusters Score -805129 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -805341.812500 Penalty: 4366.796387
	Iteration 8Q: 3 clusters Score -805341.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -805486.312500 Penalty: 4366.796387
	Iteration 9Q: 3 clusters Score -805486.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -805584.125000 Penalty: 4366.796387
	Iteration 10Q: 3 clusters Score -805584.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -805658.562500 Penalty: 4366.796387
	Iteration 11Q: 3 clusters Score -805658.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -805708.750000 Penalty: 4366.796387
	Iteration 12Q: 3 clusters Score -805708.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -805747.562500 Penalty: 4366.796387
	Iteration 13Q: 3 clusters Score -805747.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -805785.250000 Penalty: 4366.796387
	Iteration 14Q: 3 clusters Score -805785.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -805803.750000 Penalty: 4366.796387
	Iteration 15Q: 3 clusters Score -805803.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -805815.187500 Penalty: 4366.796387
	Iteration 16Q: 3 clusters Score -805815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -805823.312500 Penalty: 4366.796387
	Iteration 17Q: 3 clusters Score -805823.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -805826.250000 Penalty: 4366.796387
	Iteration 18Q: 3 clusters Score -805826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -805830.375000 Penalty: 4366.796387
	Iteration 19Q: 3 clusters Score -805830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -805833.562500 Penalty: 4366.796387
	Iteration 20F: 3 clusters Score -805833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -805838.625000 Penalty: 4366.796387
	Iteration 21Q: 3 clusters Score -805838.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -805839.750000 Penalty: 4366.796387
	Iteration 22Q: 3 clusters Score -805839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -805842.875000 Penalty: 4366.796387
	Iteration 23Q: 3 clusters Score -805842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -805845.312500 Penalty: 4366.796387
	Iteration 24Q: 3 clusters Score -805845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -805843.187500 Penalty: 4366.796387
	Iteration 25Q: 3 clusters Score -805843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -805843.500000 Penalty: 4366.796387
	Iteration 26Q: 3 clusters Score -805843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -805846.125000 Penalty: 4366.796387
	Iteration 27Q: 3 clusters Score -805846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -805848.250000 Penalty: 4366.796387
	Iteration 28Q: 3 clusters Score -805848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -805850.000000 Penalty: 4366.796387
	Iteration 29Q: 3 clusters Score -805850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -805849.625000 Penalty: 4366.796387
	Iteration 30Q: 3 clusters Score -805849.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -805852.562500 Penalty: 4366.796387
	Iteration 31Q: 3 clusters Score -805852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -805853.562500 Penalty: 4366.796387
	Iteration 32Q: 3 clusters Score -805853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -805854.937500 Penalty: 4366.796387
	Iteration 33Q: 3 clusters Score -805854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -805855.937500 Penalty: 4366.796387
	Iteration 34Q: 3 clusters Score -805855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -805856.500000 Penalty: 4366.796387
	Iteration 35Q: 3 clusters Score -805856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -805858.625000 Penalty: 4366.796387
	Iteration 36Q: 3 clusters Score -805858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -805860.562500 Penalty: 4366.796387
	Iteration 37Q: 3 clusters Score -805860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -805861.687500 Penalty: 4366.796387
	Iteration 38Q: 3 clusters Score -805861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -805863.062500 Penalty: 4366.796387
	Iteration 39Q: 3 clusters Score -805863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -805861.875000 Penalty: 4366.796387
	Iteration 40F: 3 clusters Score -805861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -805861.812500 Penalty: 4366.796387
	Iteration 41Q: 3 clusters Score -805861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -805863.312500 Penalty: 4366.796387
	Iteration 42Q: 3 clusters Score -805863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -805861.000000 Penalty: 4366.796387
	Iteration 43Q: 3 clusters Score -805861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -805862.437500 Penalty: 4366.796387
	Iteration 44Q: 3 clusters Score -805862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -805862.437500 Penalty: 4366.796387
	Iteration 45F: 3 clusters Score -805862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133411.453125 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133411.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133793.656250 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133793.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133973.093750 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133973.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134065.281250 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -134065.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134114.953125 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134147.812500 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134178.578125 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134196.093750 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134196.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134216.484375 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134216.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134242.359375 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134267.453125 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134290.546875 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134290.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134316.093750 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134352.765625 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134352.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134404.390625 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134404.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134463.687500 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134463.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134504.656250 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134504.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134542.453125 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134560.953125 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134568.593750 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134585.343750 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134608.437500 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134608.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134634.546875 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134657.875000 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134676.453125 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134707.968750 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -134708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134754.218750 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -134754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134790.718750 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -134790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134795.953125 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -134796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134799.359375 Penalty: 3504.120605
	Iteration 29Q: 3 clusters Score -134799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -134800.187500 Penalty: 3504.120605
	Iteration 30Q: 3 clusters Score -134800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -134800.187500 Penalty: 3504.120605
	Iteration 31F: 3 clusters Score -134800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -286840.187500 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -286840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284031.718750 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -284031.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284511.093750 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -284511.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -284637.968750 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -284638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -284716.156250 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -284716.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284771.406250 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -284771.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -284811.281250 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -284811.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284837.812500 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -284837.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284850.625000 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -284850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -284858.781250 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -284858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284863.375000 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -284863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284867.031250 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -284867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -284870.031250 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -284870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284872.125000 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -284872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284872.937500 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -284872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -284874.375000 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -284874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284875.375000 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -284875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284877.000000 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -284877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284878.375000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -284878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284882.000000 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -284882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284881.812500 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -284881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -284881.812500 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -284881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Entering Unmasked Estep 
Score: -764995.687500 Penalty: 2170.679443
	Iteration 0F: 2 clusters Score -764995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -759640.000000 Penalty: 4341.358887
	Iteration 0F: 3 clusters Score -759640 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -761120.625000 Penalty: 4341.358887
	Iteration 1F: 3 clusters Score -761120.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -761381.500000 Penalty: 4341.358887
	Iteration 2F: 3 clusters Score -761381.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -761567.000000 Penalty: 4341.358887
	Iteration 3F: 3 clusters Score -761567 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -761745.937500 Penalty: 4341.358887
	Iteration 4Q: 3 clusters Score -761745.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -761896.125000 Penalty: 4341.358887
	Iteration 5Q: 3 clusters Score -761896.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -762040.312500 Penalty: 4341.358887
	Iteration 6Q: 3 clusters Score -762040.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -762156.562500 Penalty: 4341.358887
	Iteration 7Q: 3 clusters Score -762156.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -762265.500000 Penalty: 4341.358887
	Iteration 8Q: 3 clusters Score -762265.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -762359.625000 Penalty: 4341.358887
	Iteration 9Q: 3 clusters Score -762359.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -762421.125000 Penalty: 4341.358887
	Iteration 10Q: 3 clusters Score -762421.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -762495.375000 Penalty: 4341.358887
	Iteration 11Q: 3 clusters Score -762495.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -762563.250000 Penalty: 4341.358887
	Iteration 12Q: 3 clusters Score -762563.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -762632.625000 Penalty: 4341.358887
	Iteration 13Q: 3 clusters Score -762632.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -762702.625000 Penalty: 4341.358887
	Iteration 14Q: 3 clusters Score -762702.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -762768.625000 Penalty: 4341.358887
	Iteration 15Q: 3 clusters Score -762768.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -762822.500000 Penalty: 4341.358887
	Iteration 16Q: 3 clusters Score -762822.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -762865.812500 Penalty: 4341.358887
	Iteration 17Q: 3 clusters Score -762865.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -762915.812500 Penalty: 4341.358887
	Iteration 18Q: 3 clusters Score -762915.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -762976.000000 Penalty: 4341.358887
	Iteration 19Q: 3 clusters Score -762976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -763036.125000 Penalty: 4341.358887
	Iteration 20F: 3 clusters Score -763036.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -763082.812500 Penalty: 4341.358887
	Iteration 21Q: 3 clusters Score -763082.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -763137.875000 Penalty: 4341.358887
	Iteration 22Q: 3 clusters Score -763137.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -763200.875000 Penalty: 4341.358887
	Iteration 23Q: 3 clusters Score -763200.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -763254.000000 Penalty: 4341.358887
	Iteration 24Q: 3 clusters Score -763254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -763317.687500 Penalty: 4341.358887
	Iteration 25Q: 3 clusters Score -763317.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -763400.812500 Penalty: 4341.358887
	Iteration 26Q: 3 clusters Score -763400.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -763479.750000 Penalty: 4341.358887
	Iteration 27Q: 3 clusters Score -763479.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -763564.125000 Penalty: 4341.358887
	Iteration 28Q: 3 clusters Score -763564.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -763634.562500 Penalty: 4341.358887
	Iteration 29Q: 3 clusters Score -763634.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -763705.000000 Penalty: 4341.358887
	Iteration 30Q: 3 clusters Score -763705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -763769.000000 Penalty: 4341.358887
	Iteration 31Q: 3 clusters Score -763769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -763837.750000 Penalty: 4341.358887
	Iteration 32Q: 3 clusters Score -763837.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -763882.812500 Penalty: 4341.358887
	Iteration 33Q: 3 clusters Score -763882.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -763907.187500 Penalty: 4341.358887
	Iteration 34Q: 3 clusters Score -763907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -763917.625000 Penalty: 4341.358887
	Iteration 35Q: 3 clusters Score -763917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -763925.375000 Penalty: 4341.358887
	Iteration 36Q: 3 clusters Score -763925.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -763933.812500 Penalty: 4341.358887
	Iteration 37Q: 3 clusters Score -763933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -763936.375000 Penalty: 4341.358887
	Iteration 38Q: 3 clusters Score -763936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -763936.625000 Penalty: 4341.358887
	Iteration 39Q: 3 clusters Score -763936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -763939.250000 Penalty: 4341.358887
	Iteration 40F: 3 clusters Score -763939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Entering Unmasked Estep 
Score: -632144.125000 Penalty: 2124.316650
	Iteration 0F: 2 clusters Score -632144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -627451.500000 Penalty: 4248.633301
	Iteration 0F: 3 clusters Score -627451.5 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -628494.312500 Penalty: 4248.633301
	Iteration 1F: 3 clusters Score -628494.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -628697.250000 Penalty: 4248.633301
	Iteration 2F: 3 clusters Score -628697.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -628883.125000 Penalty: 4248.633301
	Iteration 3F: 3 clusters Score -628883.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -629109.187500 Penalty: 4248.633301
	Iteration 4Q: 3 clusters Score -629109.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -629388.062500 Penalty: 4248.633301
	Iteration 5F: 3 clusters Score -629388.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -629689.562500 Penalty: 4248.633301
	Iteration 6F: 3 clusters Score -629689.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -629980.250000 Penalty: 4248.633301
	Iteration 7F: 3 clusters Score -629980.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -630204.562500 Penalty: 4248.633301
	Iteration 8F: 3 clusters Score -630204.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -630388.437500 Penalty: 4248.633301
	Iteration 9Q: 3 clusters Score -630388.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -630524.437500 Penalty: 4248.633301
	Iteration 10Q: 3 clusters Score -630524.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -630609.937500 Penalty: 4248.633301
	Iteration 11Q: 3 clusters Score -630609.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -630673.687500 Penalty: 4248.633301
	Iteration 12Q: 3 clusters Score -630673.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -630714.437500 Penalty: 4248.633301
	Iteration 13Q: 3 clusters Score -630714.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -630749.000000 Penalty: 4248.633301
	Iteration 14Q: 3 clusters Score -630749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -630773.500000 Penalty: 4248.633301
	Iteration 15Q: 3 clusters Score -630773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -630784.937500 Penalty: 4248.633301
	Iteration 16Q: 3 clusters Score -630784.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -630796.125000 Penalty: 4248.633301
	Iteration 17Q: 3 clusters Score -630796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -630805.000000 Penalty: 4248.633301
	Iteration 18Q: 3 clusters Score -630805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -630813.187500 Penalty: 4248.633301
	Iteration 19Q: 3 clusters Score -630813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -630815.375000 Penalty: 4248.633301
	Iteration 20F: 3 clusters Score -630815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -630817.812500 Penalty: 4248.633301
	Iteration 21Q: 3 clusters Score -630817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -630826.625000 Penalty: 4248.633301
	Iteration 22Q: 3 clusters Score -630826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -630832.125000 Penalty: 4248.633301
	Iteration 23Q: 3 clusters Score -630832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -630835.687500 Penalty: 4248.633301
	Iteration 24Q: 3 clusters Score -630835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -630840.687500 Penalty: 4248.633301
	Iteration 25Q: 3 clusters Score -630840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -630844.125000 Penalty: 4248.633301
	Iteration 26Q: 3 clusters Score -630844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -630843.437500 Penalty: 4248.633301
	Iteration 27Q: 3 clusters Score -630843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -630845.812500 Penalty: 4248.633301
	Iteration 28Q: 3 clusters Score -630845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -630847.750000 Penalty: 4248.633301
	Iteration 29Q: 3 clusters Score -630847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -630849.062500 Penalty: 4248.633301
	Iteration 30Q: 3 clusters Score -630849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -630849.062500 Penalty: 4248.633301
	Iteration 31F: 3 clusters Score -630849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (124853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Entering Unmasked Estep 
Score: -15633154.000000 Penalty: 2910.253174
	Iteration 0F: 2 clusters Score -1.563315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -15549646.000000 Penalty: 5820.506348
	Iteration 0F: 3 clusters Score -1.554965e+07 nChanged 59378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -15584022.000000 Penalty: 5820.506348
	Iteration 1F: 3 clusters Score -1.558402e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -15585224.000000 Penalty: 5820.506348
	Iteration 2Q: 3 clusters Score -1.558522e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -15587028.000000 Penalty: 5820.506348
	Iteration 3Q: 3 clusters Score -1.558703e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -15589397.000000 Penalty: 5820.506348
	Iteration 4Q: 3 clusters Score -1.55894e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -15593059.000000 Penalty: 5820.506348
	Iteration 5Q: 3 clusters Score -1.559306e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -15597621.000000 Penalty: 5820.506348
	Iteration 6F: 3 clusters Score -1.559762e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -15603270.000000 Penalty: 5820.506348
	Iteration 7F: 3 clusters Score -1.560327e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -15608844.000000 Penalty: 5820.506348
	Iteration 8F: 3 clusters Score -1.560884e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -15613743.000000 Penalty: 5820.506348
	Iteration 9F: 3 clusters Score -1.561374e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -15618015.000000 Penalty: 5820.506348
	Iteration 10Q: 3 clusters Score -1.561802e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -15621441.000000 Penalty: 5820.506348
	Iteration 11Q: 3 clusters Score -1.562144e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -15624328.000000 Penalty: 5820.506348
	Iteration 12Q: 3 clusters Score -1.562433e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -15626436.000000 Penalty: 5820.506348
	Iteration 13Q: 3 clusters Score -1.562644e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117508 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -15627971.000000 Penalty: 5820.506348
	Iteration 14Q: 3 clusters Score -1.562797e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -15628932.000000 Penalty: 5820.506348
	Iteration 15Q: 3 clusters Score -1.562893e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -15629559.000000 Penalty: 5820.506348
	Iteration 16Q: 3 clusters Score -1.562956e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -15629983.000000 Penalty: 5820.506348
	Iteration 17Q: 3 clusters Score -1.562998e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121987 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15630249.000000 Penalty: 5820.506348
	Iteration 18Q: 3 clusters Score -1.563025e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122361 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15630420.000000 Penalty: 5820.506348
	Iteration 19Q: 3 clusters Score -1.563042e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -15630586.000000 Penalty: 5820.506348
	Iteration 20F: 3 clusters Score -1.563059e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15630646.000000 Penalty: 5820.506348
	Iteration 21Q: 3 clusters Score -1.563065e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123038 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15630738.000000 Penalty: 5820.506348
	Iteration 22Q: 3 clusters Score -1.563074e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123166 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15630801.000000 Penalty: 5820.506348
	Iteration 23Q: 3 clusters Score -1.56308e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15630871.000000 Penalty: 5820.506348
	Iteration 24Q: 3 clusters Score -1.563087e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15630913.000000 Penalty: 5820.506348
	Iteration 25Q: 3 clusters Score -1.563091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15630959.000000 Penalty: 5820.506348
	Iteration 26Q: 3 clusters Score -1.563096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15631002.000000 Penalty: 5820.506348
	Iteration 27Q: 3 clusters Score -1.5631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123504 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15631012.000000 Penalty: 5820.506348
	Iteration 28Q: 3 clusters Score -1.563101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15631038.000000 Penalty: 5820.506348
	Iteration 29Q: 3 clusters Score -1.563104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15631055.000000 Penalty: 5820.506348
	Iteration 30Q: 3 clusters Score -1.563106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15631068.000000 Penalty: 5820.506348
	Iteration 31Q: 3 clusters Score -1.563107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15631076.000000 Penalty: 5820.506348
	Iteration 32Q: 3 clusters Score -1.563108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15631095.000000 Penalty: 5820.506348
	Iteration 33Q: 3 clusters Score -1.56311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15631092.000000 Penalty: 5820.506348
	Iteration 34Q: 3 clusters Score -1.563109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15631100.000000 Penalty: 5820.506348
	Iteration 35Q: 3 clusters Score -1.56311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15631102.000000 Penalty: 5820.506348
	Iteration 36Q: 3 clusters Score -1.56311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15631104.000000 Penalty: 5820.506348
	Iteration 37Q: 3 clusters Score -1.56311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15631114.000000 Penalty: 5820.506348
	Iteration 38Q: 3 clusters Score -1.563111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15631100.000000 Penalty: 5820.506348
	Iteration 39Q: 3 clusters Score -1.56311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15631106.000000 Penalty: 5820.506348
	Iteration 40F: 3 clusters Score -1.563111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15631117.000000 Penalty: 5820.506348
	Iteration 41Q: 3 clusters Score -1.563112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -15631113.000000 Penalty: 5820.506348
	Iteration 42Q: 3 clusters Score -1.563111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15631105.000000 Penalty: 5820.506348
	Iteration 43Q: 3 clusters Score -1.56311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15631117.000000 Penalty: 5820.506348
	Iteration 44Q: 3 clusters Score -1.563112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15631113.000000 Penalty: 5820.506348
	Iteration 45Q: 3 clusters Score -1.563111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15631121.000000 Penalty: 5820.506348
	Iteration 46Q: 3 clusters Score -1.563112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123625 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15631121.000000 Penalty: 5820.506348
	Iteration 47Q: 3 clusters Score -1.563112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15631115.000000 Penalty: 5820.506348
	Iteration 48Q: 3 clusters Score -1.563112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15631125.000000 Penalty: 5820.506348
	Iteration 49Q: 3 clusters Score -1.563112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15631138.000000 Penalty: 5820.506348
	Iteration 50Q: 3 clusters Score -1.563114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15631132.000000 Penalty: 5820.506348
	Iteration 51Q: 3 clusters Score -1.563113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15631126.000000 Penalty: 5820.506348
	Iteration 52Q: 3 clusters Score -1.563113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123642 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15631122.000000 Penalty: 5820.506348
	Iteration 53Q: 3 clusters Score -1.563112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15631128.000000 Penalty: 5820.506348
	Iteration 54Q: 3 clusters Score -1.563113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15631144.000000 Penalty: 5820.506348
	Iteration 55Q: 3 clusters Score -1.563114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123651 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15631142.000000 Penalty: 5820.506348
	Iteration 56Q: 3 clusters Score -1.563114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123652 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15631136.000000 Penalty: 5820.506348
	Iteration 57Q: 3 clusters Score -1.563114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -15631137.000000 Penalty: 5820.506348
	Iteration 58Q: 3 clusters Score -1.563114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15631131.000000 Penalty: 5820.506348
	Iteration 59Q: 3 clusters Score -1.563113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15631131.000000 Penalty: 5820.506348
	Iteration 60F: 3 clusters Score -1.563113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Entering Unmasked Estep 
Score: -3527867.750000 Penalty: 2545.028320
	Iteration 0F: 2 clusters Score -3527868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3508223.250000 Penalty: 5090.056641
	Iteration 0F: 3 clusters Score -3508223 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3515147.250000 Penalty: 5090.056641
	Iteration 1F: 3 clusters Score -3515147 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3515561.500000 Penalty: 5090.056641
	Iteration 2Q: 3 clusters Score -3515562 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3515926.750000 Penalty: 5090.056641
	Iteration 3Q: 3 clusters Score -3515927 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3516196.000000 Penalty: 5090.056641
	Iteration 4Q: 3 clusters Score -3516196 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3516492.000000 Penalty: 5090.056641
	Iteration 5Q: 3 clusters Score -3516492 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3516807.750000 Penalty: 5090.056641
	Iteration 6Q: 3 clusters Score -3516808 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3517191.250000 Penalty: 5090.056641
	Iteration 7Q: 3 clusters Score -3517191 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3517801.250000 Penalty: 5090.056641
	Iteration 8Q: 3 clusters Score -3517801 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3518738.000000 Penalty: 5090.056641
	Iteration 9F: 3 clusters Score -3518738 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3520135.750000 Penalty: 5090.056641
	Iteration 10F: 3 clusters Score -3520136 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3521748.500000 Penalty: 5090.056641
	Iteration 11F: 3 clusters Score -3521748 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3523154.000000 Penalty: 5090.056641
	Iteration 12F: 3 clusters Score -3523154 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3524244.500000 Penalty: 5090.056641
	Iteration 13F: 3 clusters Score -3524244 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3525007.000000 Penalty: 5090.056641
	Iteration 14Q: 3 clusters Score -3525007 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3525605.000000 Penalty: 5090.056641
	Iteration 15Q: 3 clusters Score -3525605 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3526092.000000 Penalty: 5090.056641
	Iteration 16Q: 3 clusters Score -3526092 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3526525.000000 Penalty: 5090.056641
	Iteration 17Q: 3 clusters Score -3526525 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3526879.500000 Penalty: 5090.056641
	Iteration 18Q: 3 clusters Score -3526880 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3527069.500000 Penalty: 5090.056641
	Iteration 19Q: 3 clusters Score -3527070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3527168.500000 Penalty: 5090.056641
	Iteration 20F: 3 clusters Score -3527168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3527218.250000 Penalty: 5090.056641
	Iteration 21Q: 3 clusters Score -3527218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3527260.750000 Penalty: 5090.056641
	Iteration 22Q: 3 clusters Score -3527261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3527298.000000 Penalty: 5090.056641
	Iteration 23Q: 3 clusters Score -3527298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3527307.500000 Penalty: 5090.056641
	Iteration 24Q: 3 clusters Score -3527308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3527321.500000 Penalty: 5090.056641
	Iteration 25Q: 3 clusters Score -3527322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3527329.750000 Penalty: 5090.056641
	Iteration 26Q: 3 clusters Score -3527330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3527340.000000 Penalty: 5090.056641
	Iteration 27Q: 3 clusters Score -3527340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3527344.000000 Penalty: 5090.056641
	Iteration 28Q: 3 clusters Score -3527344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3527346.000000 Penalty: 5090.056641
	Iteration 29Q: 3 clusters Score -3527346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3527345.250000 Penalty: 5090.056641
	Iteration 30Q: 3 clusters Score -3527345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3527351.250000 Penalty: 5090.056641
	Iteration 31Q: 3 clusters Score -3527351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3527343.000000 Penalty: 5090.056641
	Iteration 32Q: 3 clusters Score -3527343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3527341.250000 Penalty: 5090.056641
	Iteration 33Q: 3 clusters Score -3527341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3527339.500000 Penalty: 5090.056641
	Iteration 34Q: 3 clusters Score -3527340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3527346.000000 Penalty: 5090.056641
	Iteration 35Q: 3 clusters Score -3527346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3527347.250000 Penalty: 5090.056641
	Iteration 36Q: 3 clusters Score -3527347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3527349.750000 Penalty: 5090.056641
	Iteration 37Q: 3 clusters Score -3527350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3527350.500000 Penalty: 5090.056641
	Iteration 38Q: 3 clusters Score -3527350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3527351.000000 Penalty: 5090.056641
	Iteration 39Q: 3 clusters Score -3527351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3527351.000000 Penalty: 5090.056641
	Iteration 40F: 3 clusters Score -3527351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 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 306 members 
Entering Unmasked Estep 
Score: -60126.933594 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60126.93 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60448.292969 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60448.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60580.519531 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60580.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60652.765625 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60652.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60736.191406 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60736.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60833.910156 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60833.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60941.289062 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60941.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61063.214844 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -61063.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61191.593750 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -61191.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61345.800781 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -61345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61448.078125 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -61448.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61477.617188 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -61477.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61494.062500 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -61494.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61499.902344 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -61499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61511.593750 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -61511.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61518.707031 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -61518.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61520.492188 Penalty: 3157.769287
	Iteration 16F: 3 clusters Score -61520.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61529.558594 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -61529.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61531.917969 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -61531.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61539.628906 Penalty: 3157.769287
	Iteration 19Q: 3 clusters Score -61539.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61539.628906 Penalty: 3157.769287
	Iteration 20F: 3 clusters Score -61539.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Entering Unmasked Estep 
Score: -4968878.000000 Penalty: 2628.101562
	Iteration 0F: 2 clusters Score -4968878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4941768.500000 Penalty: 5256.203125
	Iteration 0F: 3 clusters Score -4941768 nChanged 18272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4952051.500000 Penalty: 5256.203125
	Iteration 1F: 3 clusters Score -4952052 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4952722.500000 Penalty: 5256.203125
	Iteration 2Q: 3 clusters Score -4952722 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4953443.000000 Penalty: 5256.203125
	Iteration 3Q: 3 clusters Score -4953443 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4954265.500000 Penalty: 5256.203125
	Iteration 4Q: 3 clusters Score -4954266 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4955271.500000 Penalty: 5256.203125
	Iteration 5Q: 3 clusters Score -4955272 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4956456.500000 Penalty: 5256.203125
	Iteration 6F: 3 clusters Score -4956456 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4957642.500000 Penalty: 5256.203125
	Iteration 7F: 3 clusters Score -4957642 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4958762.500000 Penalty: 5256.203125
	Iteration 8F: 3 clusters Score -4958762 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4959740.000000 Penalty: 5256.203125
	Iteration 9Q: 3 clusters Score -4959740 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4960650.500000 Penalty: 5256.203125
	Iteration 10Q: 3 clusters Score -4960650 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4961460.500000 Penalty: 5256.203125
	Iteration 11Q: 3 clusters Score -4961460 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4962158.000000 Penalty: 5256.203125
	Iteration 12Q: 3 clusters Score -4962158 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4962757.000000 Penalty: 5256.203125
	Iteration 13Q: 3 clusters Score -4962757 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4963297.500000 Penalty: 5256.203125
	Iteration 14Q: 3 clusters Score -4963298 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4963866.000000 Penalty: 5256.203125
	Iteration 15Q: 3 clusters Score -4963866 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4964388.500000 Penalty: 5256.203125
	Iteration 16Q: 3 clusters Score -4964388 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4964805.000000 Penalty: 5256.203125
	Iteration 17Q: 3 clusters Score -4964805 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4965178.000000 Penalty: 5256.203125
	Iteration 18Q: 3 clusters Score -4965178 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4965513.000000 Penalty: 5256.203125
	Iteration 19Q: 3 clusters Score -4965513 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4965781.000000 Penalty: 5256.203125
	Iteration 20F: 3 clusters Score -4965781 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4965986.500000 Penalty: 5256.203125
	Iteration 21Q: 3 clusters Score -4965986 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4966166.500000 Penalty: 5256.203125
	Iteration 22Q: 3 clusters Score -4966166 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4966299.500000 Penalty: 5256.203125
	Iteration 23Q: 3 clusters Score -4966300 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4966374.000000 Penalty: 5256.203125
	Iteration 24Q: 3 clusters Score -4966374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4966431.500000 Penalty: 5256.203125
	Iteration 25Q: 3 clusters Score -4966432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4966502.000000 Penalty: 5256.203125
	Iteration 26Q: 3 clusters Score -4966502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4966563.000000 Penalty: 5256.203125
	Iteration 27Q: 3 clusters Score -4966563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -4966581.000000 Penalty: 5256.203125
	Iteration 28Q: 3 clusters Score -4966581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4966584.500000 Penalty: 5256.203125
	Iteration 29Q: 3 clusters Score -4966584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4966600.500000 Penalty: 5256.203125
	Iteration 30Q: 3 clusters Score -4966600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4966614.000000 Penalty: 5256.203125
	Iteration 31Q: 3 clusters Score -4966614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4966620.500000 Penalty: 5256.203125
	Iteration 32Q: 3 clusters Score -4966620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4966620.000000 Penalty: 5256.203125
	Iteration 33Q: 3 clusters Score -4966620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4966640.500000 Penalty: 5256.203125
	Iteration 34Q: 3 clusters Score -4966640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4966655.000000 Penalty: 5256.203125
	Iteration 35Q: 3 clusters Score -4966655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4966675.000000 Penalty: 5256.203125
	Iteration 36Q: 3 clusters Score -4966675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4966674.500000 Penalty: 5256.203125
	Iteration 37Q: 3 clusters Score -4966674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4966690.000000 Penalty: 5256.203125
	Iteration 38Q: 3 clusters Score -4966690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4966689.500000 Penalty: 5256.203125
	Iteration 39Q: 3 clusters Score -4966690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4966693.500000 Penalty: 5256.203125
	Iteration 40F: 3 clusters Score -4966694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4966691.500000 Penalty: 5256.203125
	Iteration 41Q: 3 clusters Score -4966692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4966692.500000 Penalty: 5256.203125
	Iteration 42Q: 3 clusters Score -4966692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4966694.500000 Penalty: 5256.203125
	Iteration 43Q: 3 clusters Score -4966694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -4966700.500000 Penalty: 5256.203125
	Iteration 44Q: 3 clusters Score -4966700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4966697.500000 Penalty: 5256.203125
	Iteration 45Q: 3 clusters Score -4966698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -4966700.000000 Penalty: 5256.203125
	Iteration 46Q: 3 clusters Score -4966700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4966705.500000 Penalty: 5256.203125
	Iteration 47Q: 3 clusters Score -4966706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4966714.500000 Penalty: 5256.203125
	Iteration 48Q: 3 clusters Score -4966714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4966717.500000 Penalty: 5256.203125
	Iteration 49Q: 3 clusters Score -4966718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4966724.500000 Penalty: 5256.203125
	Iteration 50Q: 3 clusters Score -4966724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4966724.500000 Penalty: 5256.203125
	Iteration 51Q: 3 clusters Score -4966724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -4966725.500000 Penalty: 5256.203125
	Iteration 52Q: 3 clusters Score -4966726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4966724.500000 Penalty: 5256.203125
	Iteration 53Q: 3 clusters Score -4966724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4966722.000000 Penalty: 5256.203125
	Iteration 54Q: 3 clusters Score -4966722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4966725.000000 Penalty: 5256.203125
	Iteration 55Q: 3 clusters Score -4966725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4966724.000000 Penalty: 5256.203125
	Iteration 56Q: 3 clusters Score -4966724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4966725.000000 Penalty: 5256.203125
	Iteration 57Q: 3 clusters Score -4966725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4966722.500000 Penalty: 5256.203125
	Iteration 58Q: 3 clusters Score -4966722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -4966724.500000 Penalty: 5256.203125
	Iteration 59Q: 3 clusters Score -4966724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -4966728.500000 Penalty: 5256.203125
	Iteration 60F: 3 clusters Score -4966728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -4966727.500000 Penalty: 5256.203125
	Iteration 61Q: 3 clusters Score -4966728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4966727.000000 Penalty: 5256.203125
	Iteration 62Q: 3 clusters Score -4966727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4966727.000000 Penalty: 5256.203125
	Iteration 63F: 3 clusters Score -4966727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -793323.750000 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -793323.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -787772.562500 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -787772.6 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -789336.937500 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -789336.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -789919.375000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -789919.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -790747.875000 Penalty: 4355.575195
	Iteration 3F: 3 clusters Score -790747.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -791571.312500 Penalty: 4355.575195
	Iteration 4F: 3 clusters Score -791571.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -792052.062500 Penalty: 4355.575195
	Iteration 5F: 3 clusters Score -792052.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -792266.750000 Penalty: 4355.575195
	Iteration 6F: 3 clusters Score -792266.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -792359.500000 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -792359.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -792413.562500 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -792413.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -792437.312500 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -792437.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -792444.437500 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -792444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -792449.937500 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -792449.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -792453.062500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -792453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -792457.687500 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -792457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -792460.875000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -792460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -792459.062500 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -792459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -792462.812500 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -792462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -792461.625000 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -792461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -792462.937500 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -792462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -792463.312500 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -792463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -792463.687500 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -792463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1772737.875000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -1772738 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 7293 members 
Entering Unmasked Estep 
Score: -1762223.000000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -1762223 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1765742.875000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -1765743 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1766337.000000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -1766337 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1767082.000000 Penalty: 4752.658691
	Iteration 3F: 3 clusters Score -1767082 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1767928.125000 Penalty: 4752.658691
	Iteration 4F: 3 clusters Score -1767928 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1768765.375000 Penalty: 4752.658691
	Iteration 5F: 3 clusters Score -1768765 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1769434.375000 Penalty: 4752.658691
	Iteration 6F: 3 clusters Score -1769434 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1769929.750000 Penalty: 4752.658691
	Iteration 7F: 3 clusters Score -1769930 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1770245.000000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -1770245 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1770447.250000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -1770447 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1770579.500000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -1770580 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1770696.250000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -1770696 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1770805.625000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -1770806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1770894.750000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -1770895 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1770991.750000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -1770992 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1771086.375000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -1771086 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1771157.000000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -1771157 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1771218.250000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -1771218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1771294.250000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -1771294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1771357.500000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -1771358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1771424.375000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -1771424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1771488.625000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -1771489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1771541.500000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -1771542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1771581.375000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -1771581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1771617.625000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -1771618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1771655.375000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -1771655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1771687.625000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -1771688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1771706.125000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -1771706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1771728.000000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -1771728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1771750.750000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -1771751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1771774.500000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -1771774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1771791.000000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -1771791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1771805.625000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -1771806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1771815.500000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -1771816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1771825.750000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -1771826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1771829.000000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -1771829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1771837.000000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -1771837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1771838.750000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -1771839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1771841.750000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -1771842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1771842.500000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -1771842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1771842.500000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -1771842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -4520763.500000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -4520764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4495975.500000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -4495976 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4505122.000000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -4505122 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4505930.000000 Penalty: 5211.490723
	Iteration 2F: 3 clusters Score -4505930 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4507000.000000 Penalty: 5211.490723
	Iteration 3F: 3 clusters Score -4507000 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4508665.000000 Penalty: 5211.490723
	Iteration 4F: 3 clusters Score -4508665 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4510973.000000 Penalty: 5211.490723
	Iteration 5F: 3 clusters Score -4510973 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4513396.500000 Penalty: 5211.490723
	Iteration 6F: 3 clusters Score -4513396 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4515331.000000 Penalty: 5211.490723
	Iteration 7F: 3 clusters Score -4515331 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4516594.000000 Penalty: 5211.490723
	Iteration 8Q: 3 clusters Score -4516594 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4517396.500000 Penalty: 5211.490723
	Iteration 9Q: 3 clusters Score -4517396 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4517884.000000 Penalty: 5211.490723
	Iteration 10Q: 3 clusters Score -4517884 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4518140.000000 Penalty: 5211.490723
	Iteration 11Q: 3 clusters Score -4518140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4518276.500000 Penalty: 5211.490723
	Iteration 12Q: 3 clusters Score -4518276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4518384.000000 Penalty: 5211.490723
	Iteration 13Q: 3 clusters Score -4518384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4518467.500000 Penalty: 5211.490723
	Iteration 14Q: 3 clusters Score -4518468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4518545.500000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -4518546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4518610.000000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -4518610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4518646.000000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -4518646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4518680.000000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -4518680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4518701.000000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -4518701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4518722.500000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -4518722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4518747.500000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -4518748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4518765.000000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -4518765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4518792.000000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -4518792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4518804.000000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -4518804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4518822.500000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -4518822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4518834.000000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -4518834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4518840.000000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -4518840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4518839.000000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -4518839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4518845.000000 Penalty: 5211.490723
	Iteration 29Q: 3 clusters Score -4518845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -4518850.000000 Penalty: 5211.490723
	Iteration 30Q: 3 clusters Score -4518850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -4518854.500000 Penalty: 5211.490723
	Iteration 31Q: 3 clusters Score -4518854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4518867.000000 Penalty: 5211.490723
	Iteration 32Q: 3 clusters Score -4518867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4518878.500000 Penalty: 5211.490723
	Iteration 33Q: 3 clusters Score -4518878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4518894.000000 Penalty: 5211.490723
	Iteration 34Q: 3 clusters Score -4518894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4518897.000000 Penalty: 5211.490723
	Iteration 35Q: 3 clusters Score -4518897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4518902.500000 Penalty: 5211.490723
	Iteration 36Q: 3 clusters Score -4518902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4518912.000000 Penalty: 5211.490723
	Iteration 37Q: 3 clusters Score -4518912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4518926.000000 Penalty: 5211.490723
	Iteration 38Q: 3 clusters Score -4518926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4518941.000000 Penalty: 5211.490723
	Iteration 39Q: 3 clusters Score -4518941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -4518951.500000 Penalty: 5211.490723
	Iteration 40F: 3 clusters Score -4518952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4518965.000000 Penalty: 5211.490723
	Iteration 41Q: 3 clusters Score -4518965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4518978.500000 Penalty: 5211.490723
	Iteration 42Q: 3 clusters Score -4518978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4518984.500000 Penalty: 5211.490723
	Iteration 43Q: 3 clusters Score -4518984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4518995.500000 Penalty: 5211.490723
	Iteration 44Q: 3 clusters Score -4518996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4519012.000000 Penalty: 5211.490723
	Iteration 45Q: 3 clusters Score -4519012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4519033.500000 Penalty: 5211.490723
	Iteration 46Q: 3 clusters Score -4519034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4519052.500000 Penalty: 5211.490723
	Iteration 47Q: 3 clusters Score -4519052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4519067.000000 Penalty: 5211.490723
	Iteration 48Q: 3 clusters Score -4519067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4519077.500000 Penalty: 5211.490723
	Iteration 49Q: 3 clusters Score -4519078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4519098.500000 Penalty: 5211.490723
	Iteration 50Q: 3 clusters Score -4519098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4519114.000000 Penalty: 5211.490723
	Iteration 51Q: 3 clusters Score -4519114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4519137.000000 Penalty: 5211.490723
	Iteration 52Q: 3 clusters Score -4519137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4519144.500000 Penalty: 5211.490723
	Iteration 53Q: 3 clusters Score -4519144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4519156.000000 Penalty: 5211.490723
	Iteration 54Q: 3 clusters Score -4519156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4519150.500000 Penalty: 5211.490723
	Iteration 55Q: 3 clusters Score -4519150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -4519164.000000 Penalty: 5211.490723
	Iteration 56Q: 3 clusters Score -4519164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4519165.500000 Penalty: 5211.490723
	Iteration 57Q: 3 clusters Score -4519166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4519172.000000 Penalty: 5211.490723
	Iteration 58Q: 3 clusters Score -4519172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4519186.500000 Penalty: 5211.490723
	Iteration 59Q: 3 clusters Score -4519186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4519194.000000 Penalty: 5211.490723
	Iteration 60F: 3 clusters Score -4519194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4519196.500000 Penalty: 5211.490723
	Iteration 61Q: 3 clusters Score -4519196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4519199.000000 Penalty: 5211.490723
	Iteration 62Q: 3 clusters Score -4519199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4519203.000000 Penalty: 5211.490723
	Iteration 63Q: 3 clusters Score -4519203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -4519216.000000 Penalty: 5211.490723
	Iteration 64Q: 3 clusters Score -4519216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4519247.000000 Penalty: 5211.490723
	Iteration 65Q: 3 clusters Score -4519247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4519257.500000 Penalty: 5211.490723
	Iteration 66Q: 3 clusters Score -4519258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4519291.000000 Penalty: 5211.490723
	Iteration 67Q: 3 clusters Score -4519291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4519305.500000 Penalty: 5211.490723
	Iteration 68Q: 3 clusters Score -4519306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4519315.000000 Penalty: 5211.490723
	Iteration 69Q: 3 clusters Score -4519315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4519328.500000 Penalty: 5211.490723
	Iteration 70Q: 3 clusters Score -4519328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4519338.000000 Penalty: 5211.490723
	Iteration 71Q: 3 clusters Score -4519338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4519340.000000 Penalty: 5211.490723
	Iteration 72Q: 3 clusters Score -4519340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4519346.000000 Penalty: 5211.490723
	Iteration 73Q: 3 clusters Score -4519346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4519355.500000 Penalty: 5211.490723
	Iteration 74Q: 3 clusters Score -4519356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4519356.500000 Penalty: 5211.490723
	Iteration 75Q: 3 clusters Score -4519356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4519358.000000 Penalty: 5211.490723
	Iteration 76Q: 3 clusters Score -4519358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4519372.500000 Penalty: 5211.490723
	Iteration 77Q: 3 clusters Score -4519372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4519371.500000 Penalty: 5211.490723
	Iteration 78Q: 3 clusters Score -4519372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4519376.000000 Penalty: 5211.490723
	Iteration 79Q: 3 clusters Score -4519376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4519378.500000 Penalty: 5211.490723
	Iteration 80F: 3 clusters Score -4519378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4519385.500000 Penalty: 5211.490723
	Iteration 81Q: 3 clusters Score -4519386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4519381.500000 Penalty: 5211.490723
	Iteration 82Q: 3 clusters Score -4519382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4519382.500000 Penalty: 5211.490723
	Iteration 83Q: 3 clusters Score -4519382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4519380.000000 Penalty: 5211.490723
	Iteration 84Q: 3 clusters Score -4519380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4519377.000000 Penalty: 5211.490723
	Iteration 85Q: 3 clusters Score -4519377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4519381.000000 Penalty: 5211.490723
	Iteration 86Q: 3 clusters Score -4519381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4519381.000000 Penalty: 5211.490723
	Iteration 87F: 3 clusters Score -4519381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Entering Unmasked Estep 
Score: -1246976.000000 Penalty: 2278.216064
	Iteration 0F: 2 clusters Score -1246976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1239446.500000 Penalty: 4556.432129
	Iteration 0F: 3 clusters Score -1239446 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1241635.375000 Penalty: 4556.432129
	Iteration 1F: 3 clusters Score -1241635 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1241936.000000 Penalty: 4556.432129
	Iteration 2F: 3 clusters Score -1241936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1242139.625000 Penalty: 4556.432129
	Iteration 3F: 3 clusters Score -1242140 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1242324.500000 Penalty: 4556.432129
	Iteration 4Q: 3 clusters Score -1242324 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1242503.625000 Penalty: 4556.432129
	Iteration 5Q: 3 clusters Score -1242504 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1242703.125000 Penalty: 4556.432129
	Iteration 6Q: 3 clusters Score -1242703 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1242926.375000 Penalty: 4556.432129
	Iteration 7Q: 3 clusters Score -1242926 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1243162.625000 Penalty: 4556.432129
	Iteration 8Q: 3 clusters Score -1243163 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1243419.125000 Penalty: 4556.432129
	Iteration 9Q: 3 clusters Score -1243419 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1243702.500000 Penalty: 4556.432129
	Iteration 10Q: 3 clusters Score -1243702 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1244000.875000 Penalty: 4556.432129
	Iteration 11Q: 3 clusters Score -1244001 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1244234.125000 Penalty: 4556.432129
	Iteration 12Q: 3 clusters Score -1244234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1244412.875000 Penalty: 4556.432129
	Iteration 13Q: 3 clusters Score -1244413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1244544.000000 Penalty: 4556.432129
	Iteration 14Q: 3 clusters Score -1244544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1244655.125000 Penalty: 4556.432129
	Iteration 15Q: 3 clusters Score -1244655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1244730.875000 Penalty: 4556.432129
	Iteration 16Q: 3 clusters Score -1244731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1244797.250000 Penalty: 4556.432129
	Iteration 17Q: 3 clusters Score -1244797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1244862.625000 Penalty: 4556.432129
	Iteration 18Q: 3 clusters Score -1244863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1244907.375000 Penalty: 4556.432129
	Iteration 19Q: 3 clusters Score -1244907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1244936.875000 Penalty: 4556.432129
	Iteration 20F: 3 clusters Score -1244937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1244955.125000 Penalty: 4556.432129
	Iteration 21Q: 3 clusters Score -1244955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1244964.875000 Penalty: 4556.432129
	Iteration 22Q: 3 clusters Score -1244965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1244970.250000 Penalty: 4556.432129
	Iteration 23Q: 3 clusters Score -1244970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1244975.500000 Penalty: 4556.432129
	Iteration 24Q: 3 clusters Score -1244976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1244981.875000 Penalty: 4556.432129
	Iteration 25Q: 3 clusters Score -1244982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1244986.250000 Penalty: 4556.432129
	Iteration 26Q: 3 clusters Score -1244986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1244993.000000 Penalty: 4556.432129
	Iteration 27Q: 3 clusters Score -1244993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1244999.000000 Penalty: 4556.432129
	Iteration 28Q: 3 clusters Score -1244999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1245004.750000 Penalty: 4556.432129
	Iteration 29Q: 3 clusters Score -1245005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1245005.375000 Penalty: 4556.432129
	Iteration 30Q: 3 clusters Score -1245005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1245010.750000 Penalty: 4556.432129
	Iteration 31Q: 3 clusters Score -1245011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1245013.625000 Penalty: 4556.432129
	Iteration 32Q: 3 clusters Score -1245014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1245013.625000 Penalty: 4556.432129
	Iteration 33Q: 3 clusters Score -1245014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1245013.625000 Penalty: 4556.432129
	Iteration 34F: 3 clusters Score -1245014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -511187.468750 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -511187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -506960.250000 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -506960.2 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -508086.531250 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -508086.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -508443.781250 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -508443.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -508723.625000 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -508723.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -508970.437500 Penalty: 4193.731934
	Iteration 4F: 3 clusters Score -508970.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -509171.656250 Penalty: 4193.731934
	Iteration 5F: 3 clusters Score -509171.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -509336.437500 Penalty: 4193.731934
	Iteration 6Q: 3 clusters Score -509336.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -509486.656250 Penalty: 4193.731934
	Iteration 7Q: 3 clusters Score -509486.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -509609.593750 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -509609.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -509698.531250 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -509698.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -509762.437500 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -509762.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -509802.968750 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -509803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -509838.343750 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -509838.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -509866.375000 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -509866.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509889.125000 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -509889.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -509911.093750 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -509911.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -509926.250000 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -509926.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -509939.187500 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -509939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -509953.937500 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -509953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -509967.437500 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -509967.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -509978.156250 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -509978.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509986.468750 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -509986.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -509995.781250 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -509995.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -510003.937500 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -510003.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -510014.375000 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -510014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -510019.593750 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -510019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -510025.781250 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -510025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -510030.625000 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -510030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -510035.781250 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -510035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -510039.843750 Penalty: 4193.731934
	Iteration 29Q: 3 clusters Score -510039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -510042.500000 Penalty: 4193.731934
	Iteration 30Q: 3 clusters Score -510042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -510043.875000 Penalty: 4193.731934
	Iteration 31Q: 3 clusters Score -510043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -510044.093750 Penalty: 4193.731934
	Iteration 32Q: 3 clusters Score -510044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -510045.062500 Penalty: 4193.731934
	Iteration 33Q: 3 clusters Score -510045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -510045.968750 Penalty: 4193.731934
	Iteration 34Q: 3 clusters Score -510046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -510047.500000 Penalty: 4193.731934
	Iteration 35Q: 3 clusters Score -510047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -510047.281250 Penalty: 4193.731934
	Iteration 36Q: 3 clusters Score -510047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -510047.281250 Penalty: 4193.731934
	Iteration 37F: 3 clusters Score -510047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -271033.312500 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -271033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268274.437500 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -268274.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -268751.718750 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -268751.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268901.468750 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -268901.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268971.281250 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -268971.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269019.531250 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -269019.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269044.437500 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -269044.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269057.843750 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -269057.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269068.562500 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -269068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269074.000000 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -269074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269079.937500 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -269079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269084.375000 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -269084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269088.906250 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -269088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269091.156250 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -269091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269091.250000 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -269091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269092.687500 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -269092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269093.437500 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -269093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269093.437500 Penalty: 3806.840576
	Iteration 16F: 3 clusters Score -269093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Entering Unmasked Estep 
Score: -3202379.500000 Penalty: 2515.799561
	Iteration 0F: 2 clusters Score -3202380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3184852.000000 Penalty: 5031.599121
	Iteration 0F: 3 clusters Score -3184852 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3191041.000000 Penalty: 5031.599121
	Iteration 1F: 3 clusters Score -3191041 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3191632.250000 Penalty: 5031.599121
	Iteration 2F: 3 clusters Score -3191632 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3192192.500000 Penalty: 5031.599121
	Iteration 3Q: 3 clusters Score -3192192 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3192892.250000 Penalty: 5031.599121
	Iteration 4Q: 3 clusters Score -3192892 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3193614.250000 Penalty: 5031.599121
	Iteration 5F: 3 clusters Score -3193614 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3194365.500000 Penalty: 5031.599121
	Iteration 6F: 3 clusters Score -3194366 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3195116.500000 Penalty: 5031.599121
	Iteration 7F: 3 clusters Score -3195116 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3195835.500000 Penalty: 5031.599121
	Iteration 8F: 3 clusters Score -3195836 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3196436.750000 Penalty: 5031.599121
	Iteration 9Q: 3 clusters Score -3196437 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3196890.750000 Penalty: 5031.599121
	Iteration 10Q: 3 clusters Score -3196891 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3197241.000000 Penalty: 5031.599121
	Iteration 11Q: 3 clusters Score -3197241 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3197452.750000 Penalty: 5031.599121
	Iteration 12Q: 3 clusters Score -3197453 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3197603.000000 Penalty: 5031.599121
	Iteration 13Q: 3 clusters Score -3197603 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3197680.250000 Penalty: 5031.599121
	Iteration 14Q: 3 clusters Score -3197680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3197758.750000 Penalty: 5031.599121
	Iteration 15Q: 3 clusters Score -3197759 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3197832.750000 Penalty: 5031.599121
	Iteration 16Q: 3 clusters Score -3197833 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3197860.750000 Penalty: 5031.599121
	Iteration 17Q: 3 clusters Score -3197861 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3197889.250000 Penalty: 5031.599121
	Iteration 18Q: 3 clusters Score -3197889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3197936.000000 Penalty: 5031.599121
	Iteration 19Q: 3 clusters Score -3197936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3197956.500000 Penalty: 5031.599121
	Iteration 20F: 3 clusters Score -3197956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3197978.500000 Penalty: 5031.599121
	Iteration 21Q: 3 clusters Score -3197978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3197995.250000 Penalty: 5031.599121
	Iteration 22Q: 3 clusters Score -3197995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3198016.000000 Penalty: 5031.599121
	Iteration 23Q: 3 clusters Score -3198016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3198045.000000 Penalty: 5031.599121
	Iteration 24Q: 3 clusters Score -3198045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3198051.500000 Penalty: 5031.599121
	Iteration 25Q: 3 clusters Score -3198052 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3198083.500000 Penalty: 5031.599121
	Iteration 26Q: 3 clusters Score -3198084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3198097.500000 Penalty: 5031.599121
	Iteration 27Q: 3 clusters Score -3198098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3198109.750000 Penalty: 5031.599121
	Iteration 28Q: 3 clusters Score -3198110 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3198128.000000 Penalty: 5031.599121
	Iteration 29Q: 3 clusters Score -3198128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3198154.250000 Penalty: 5031.599121
	Iteration 30Q: 3 clusters Score -3198154 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3198158.500000 Penalty: 5031.599121
	Iteration 31Q: 3 clusters Score -3198158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3198182.250000 Penalty: 5031.599121
	Iteration 32Q: 3 clusters Score -3198182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3198202.250000 Penalty: 5031.599121
	Iteration 33Q: 3 clusters Score -3198202 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3198226.750000 Penalty: 5031.599121
	Iteration 34Q: 3 clusters Score -3198227 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3198235.000000 Penalty: 5031.599121
	Iteration 35Q: 3 clusters Score -3198235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3198237.500000 Penalty: 5031.599121
	Iteration 36Q: 3 clusters Score -3198238 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3198243.750000 Penalty: 5031.599121
	Iteration 37Q: 3 clusters Score -3198244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3198259.000000 Penalty: 5031.599121
	Iteration 38Q: 3 clusters Score -3198259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3198274.500000 Penalty: 5031.599121
	Iteration 39Q: 3 clusters Score -3198274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3198284.000000 Penalty: 5031.599121
	Iteration 40F: 3 clusters Score -3198284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3198283.500000 Penalty: 5031.599121
	Iteration 41Q: 3 clusters Score -3198284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3198290.250000 Penalty: 5031.599121
	Iteration 42Q: 3 clusters Score -3198290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3198318.250000 Penalty: 5031.599121
	Iteration 43Q: 3 clusters Score -3198318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3198313.750000 Penalty: 5031.599121
	Iteration 44Q: 3 clusters Score -3198314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3198326.000000 Penalty: 5031.599121
	Iteration 45Q: 3 clusters Score -3198326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3198328.250000 Penalty: 5031.599121
	Iteration 46Q: 3 clusters Score -3198328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3198331.750000 Penalty: 5031.599121
	Iteration 47Q: 3 clusters Score -3198332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3198354.000000 Penalty: 5031.599121
	Iteration 48Q: 3 clusters Score -3198354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3198368.000000 Penalty: 5031.599121
	Iteration 49Q: 3 clusters Score -3198368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3198373.500000 Penalty: 5031.599121
	Iteration 50Q: 3 clusters Score -3198374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3198382.500000 Penalty: 5031.599121
	Iteration 51Q: 3 clusters Score -3198382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3198390.250000 Penalty: 5031.599121
	Iteration 52Q: 3 clusters Score -3198390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3198401.000000 Penalty: 5031.599121
	Iteration 53Q: 3 clusters Score -3198401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3198406.250000 Penalty: 5031.599121
	Iteration 54Q: 3 clusters Score -3198406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3198413.500000 Penalty: 5031.599121
	Iteration 55Q: 3 clusters Score -3198414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3198432.500000 Penalty: 5031.599121
	Iteration 56Q: 3 clusters Score -3198432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3198447.750000 Penalty: 5031.599121
	Iteration 57Q: 3 clusters Score -3198448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3198471.000000 Penalty: 5031.599121
	Iteration 58Q: 3 clusters Score -3198471 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3198469.000000 Penalty: 5031.599121
	Iteration 59Q: 3 clusters Score -3198469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3198483.250000 Penalty: 5031.599121
	Iteration 60F: 3 clusters Score -3198483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3198495.750000 Penalty: 5031.599121
	Iteration 61Q: 3 clusters Score -3198496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3198508.500000 Penalty: 5031.599121
	Iteration 62Q: 3 clusters Score -3198508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3198522.000000 Penalty: 5031.599121
	Iteration 63Q: 3 clusters Score -3198522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3198525.000000 Penalty: 5031.599121
	Iteration 64Q: 3 clusters Score -3198525 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3198537.500000 Penalty: 5031.599121
	Iteration 65Q: 3 clusters Score -3198538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3198541.500000 Penalty: 5031.599121
	Iteration 66Q: 3 clusters Score -3198542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3198552.250000 Penalty: 5031.599121
	Iteration 67Q: 3 clusters Score -3198552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3198563.250000 Penalty: 5031.599121
	Iteration 68Q: 3 clusters Score -3198563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3198582.750000 Penalty: 5031.599121
	Iteration 69Q: 3 clusters Score -3198583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3198586.750000 Penalty: 5031.599121
	Iteration 70Q: 3 clusters Score -3198587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
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Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3200445.250000 Penalty: 5031.599121
	Iteration 165Q: 3 clusters Score -3200445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3200451.250000 Penalty: 5031.599121
	Iteration 166Q: 3 clusters Score -3200451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3200458.250000 Penalty: 5031.599121
	Iteration 167Q: 3 clusters Score -3200458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3200462.250000 Penalty: 5031.599121
	Iteration 168Q: 3 clusters Score -3200462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3200470.250000 Penalty: 5031.599121
	Iteration 169Q: 3 clusters Score -3200470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3200468.500000 Penalty: 5031.599121
	Iteration 170Q: 3 clusters Score -3200468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3200470.250000 Penalty: 5031.599121
	Iteration 171Q: 3 clusters Score -3200470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3200471.000000 Penalty: 5031.599121
	Iteration 172Q: 3 clusters Score -3200471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3200471.000000 Penalty: 5031.599121
	Iteration 173Q: 3 clusters Score -3200471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3200471.750000 Penalty: 5031.599121
	Iteration 174Q: 3 clusters Score -3200472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3200472.250000 Penalty: 5031.599121
	Iteration 175Q: 3 clusters Score -3200472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3200472.250000 Penalty: 5031.599121
	Iteration 176Q: 3 clusters Score -3200472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3200471.000000 Penalty: 5031.599121
	Iteration 177Q: 3 clusters Score -3200471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3200473.250000 Penalty: 5031.599121
	Iteration 178Q: 3 clusters Score -3200473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3200475.750000 Penalty: 5031.599121
	Iteration 179Q: 3 clusters Score -3200476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3200473.250000 Penalty: 5031.599121
	Iteration 180F: 3 clusters Score -3200473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3200477.250000 Penalty: 5031.599121
	Iteration 181Q: 3 clusters Score -3200477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3200472.750000 Penalty: 5031.599121
	Iteration 182Q: 3 clusters Score -3200473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3200472.750000 Penalty: 5031.599121
	Iteration 183F: 3 clusters Score -3200473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (244769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244769 members 
Entering Unmasked Estep 
Score: -30755250.000000 Penalty: 3077.201416
	Iteration 0F: 2 clusters Score -3.075525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -30592076.000000 Penalty: 6154.402832
	Iteration 0F: 3 clusters Score -3.059208e+07 nChanged 118281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -30661652.000000 Penalty: 6154.402832
	Iteration 1F: 3 clusters Score -3.066165e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136802 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -30663300.000000 Penalty: 6154.402832
	Iteration 2Q: 3 clusters Score -3.06633e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144988 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -30666826.000000 Penalty: 6154.402832
	Iteration 3Q: 3 clusters Score -3.066683e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -30673064.000000 Penalty: 6154.402832
	Iteration 4F: 3 clusters Score -3.067306e+07 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -30685874.000000 Penalty: 6154.402832
	Iteration 5F: 3 clusters Score -3.068587e+07 nChanged 23075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198681 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -30706562.000000 Penalty: 6154.402832
	Iteration 6F: 3 clusters Score -3.070656e+07 nChanged 23364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222043 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -30729990.000000 Penalty: 6154.402832
	Iteration 7F: 3 clusters Score -3.072999e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237527 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -30746000.000000 Penalty: 6154.402832
	Iteration 8F: 3 clusters Score -3.0746e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243185 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -30751172.000000 Penalty: 6154.402832
	Iteration 9Q: 3 clusters Score -3.075117e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244364 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -30752156.000000 Penalty: 6154.402832
	Iteration 10Q: 3 clusters Score -3.075216e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244548 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30752372.000000 Penalty: 6154.402832
	Iteration 11Q: 3 clusters Score -3.075237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244582 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30752432.000000 Penalty: 6154.402832
	Iteration 12Q: 3 clusters Score -3.075243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244595 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30752450.000000 Penalty: 6154.402832
	Iteration 13Q: 3 clusters Score -3.075245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244600 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30752474.000000 Penalty: 6154.402832
	Iteration 14Q: 3 clusters Score -3.075247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244603 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30752478.000000 Penalty: 6154.402832
	Iteration 15Q: 3 clusters Score -3.075248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244605 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30752482.000000 Penalty: 6154.402832
	Iteration 16Q: 3 clusters Score -3.075248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244606 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30752494.000000 Penalty: 6154.402832
	Iteration 17Q: 3 clusters Score -3.075249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244606 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30752480.000000 Penalty: 6154.402832
	Iteration 18Q: 3 clusters Score -3.075248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244603 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30752502.000000 Penalty: 6154.402832
	Iteration 19Q: 3 clusters Score -3.07525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244602 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30752510.000000 Penalty: 6154.402832
	Iteration 20F: 3 clusters Score -3.075251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244602 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30752494.000000 Penalty: 6154.402832
	Iteration 21Q: 3 clusters Score -3.075249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244602 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30752534.000000 Penalty: 6154.402832
	Iteration 22Q: 3 clusters Score -3.075253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244600 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30752514.000000 Penalty: 6154.402832
	Iteration 23Q: 3 clusters Score -3.075251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244598 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30752542.000000 Penalty: 6154.402832
	Iteration 24Q: 3 clusters Score -3.075254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244598 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30752548.000000 Penalty: 6154.402832
	Iteration 25Q: 3 clusters Score -3.075255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244598 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30752548.000000 Penalty: 6154.402832
	Iteration 26F: 3 clusters Score -3.075255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1105375.250000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1105375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1098318.375000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -1098318 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1100445.500000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -1100446 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1100860.500000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1100860 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1101300.500000 Penalty: 4522.258789
	Iteration 3F: 3 clusters Score -1101300 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1101782.625000 Penalty: 4522.258789
	Iteration 4F: 3 clusters Score -1101783 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1102258.875000 Penalty: 4522.258789
	Iteration 5F: 3 clusters Score -1102259 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1102711.250000 Penalty: 4522.258789
	Iteration 6F: 3 clusters Score -1102711 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1103114.125000 Penalty: 4522.258789
	Iteration 7F: 3 clusters Score -1103114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1103529.500000 Penalty: 4522.258789
	Iteration 8F: 3 clusters Score -1103530 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1103892.750000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1103893 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1104192.750000 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1104193 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1104448.000000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1104448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1104614.750000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1104615 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1104746.375000 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1104746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1104829.875000 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1104830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1104877.625000 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1104878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1104899.125000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1104899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1104917.000000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1104917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1104926.875000 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1104927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1104929.875000 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1104930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1104937.500000 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1104938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1104940.125000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1104940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1104940.500000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1104940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1104945.750000 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1104946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1104951.750000 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1104952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1104951.750000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1104952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1104958.750000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1104959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1104963.875000 Penalty: 4522.258789
	Iteration 27Q: 3 clusters Score -1104964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1104966.250000 Penalty: 4522.258789
	Iteration 28Q: 3 clusters Score -1104966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1104973.750000 Penalty: 4522.258789
	Iteration 29Q: 3 clusters Score -1104974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1104975.875000 Penalty: 4522.258789
	Iteration 30Q: 3 clusters Score -1104976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1104975.375000 Penalty: 4522.258789
	Iteration 31Q: 3 clusters Score -1104975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1104986.125000 Penalty: 4522.258789
	Iteration 32Q: 3 clusters Score -1104986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1104985.750000 Penalty: 4522.258789
	Iteration 33Q: 3 clusters Score -1104986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1104988.250000 Penalty: 4522.258789
	Iteration 34Q: 3 clusters Score -1104988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1104990.750000 Penalty: 4522.258789
	Iteration 35Q: 3 clusters Score -1104991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1104992.625000 Penalty: 4522.258789
	Iteration 36Q: 3 clusters Score -1104993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1104993.625000 Penalty: 4522.258789
	Iteration 37Q: 3 clusters Score -1104994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1104998.625000 Penalty: 4522.258789
	Iteration 38Q: 3 clusters Score -1104999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1104999.875000 Penalty: 4522.258789
	Iteration 39Q: 3 clusters Score -1105000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1105001.125000 Penalty: 4522.258789
	Iteration 40F: 3 clusters Score -1105001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1105003.250000 Penalty: 4522.258789
	Iteration 41Q: 3 clusters Score -1105003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1105003.375000 Penalty: 4522.258789
	Iteration 42Q: 3 clusters Score -1105003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1105003.500000 Penalty: 4522.258789
	Iteration 43Q: 3 clusters Score -1105004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1105002.875000 Penalty: 4522.258789
	Iteration 44Q: 3 clusters Score -1105003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1105005.750000 Penalty: 4522.258789
	Iteration 45Q: 3 clusters Score -1105006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1105005.375000 Penalty: 4522.258789
	Iteration 46Q: 3 clusters Score -1105005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1105014.500000 Penalty: 4522.258789
	Iteration 47Q: 3 clusters Score -1105014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1105014.250000 Penalty: 4522.258789
	Iteration 48Q: 3 clusters Score -1105014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1105018.875000 Penalty: 4522.258789
	Iteration 49Q: 3 clusters Score -1105019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1105023.125000 Penalty: 4522.258789
	Iteration 50Q: 3 clusters Score -1105023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1105026.875000 Penalty: 4522.258789
	Iteration 51Q: 3 clusters Score -1105027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1105028.250000 Penalty: 4522.258789
	Iteration 52Q: 3 clusters Score -1105028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1105033.250000 Penalty: 4522.258789
	Iteration 53Q: 3 clusters Score -1105033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1105041.000000 Penalty: 4522.258789
	Iteration 54Q: 3 clusters Score -1105041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1105049.625000 Penalty: 4522.258789
	Iteration 55Q: 3 clusters Score -1105050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1105051.375000 Penalty: 4522.258789
	Iteration 56Q: 3 clusters Score -1105051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1105060.250000 Penalty: 4522.258789
	Iteration 57Q: 3 clusters Score -1105060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1105071.500000 Penalty: 4522.258789
	Iteration 58Q: 3 clusters Score -1105072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1105081.750000 Penalty: 4522.258789
	Iteration 59Q: 3 clusters Score -1105082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1105092.250000 Penalty: 4522.258789
	Iteration 60F: 3 clusters Score -1105092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1105099.000000 Penalty: 4522.258789
	Iteration 61Q: 3 clusters Score -1105099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1105112.875000 Penalty: 4522.258789
	Iteration 62Q: 3 clusters Score -1105113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1105121.125000 Penalty: 4522.258789
	Iteration 63Q: 3 clusters Score -1105121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1105129.250000 Penalty: 4522.258789
	Iteration 64Q: 3 clusters Score -1105129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1105132.500000 Penalty: 4522.258789
	Iteration 65Q: 3 clusters Score -1105132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1105138.375000 Penalty: 4522.258789
	Iteration 66Q: 3 clusters Score -1105138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1105141.250000 Penalty: 4522.258789
	Iteration 67Q: 3 clusters Score -1105141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1105145.625000 Penalty: 4522.258789
	Iteration 68Q: 3 clusters Score -1105146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1105146.375000 Penalty: 4522.258789
	Iteration 69Q: 3 clusters Score -1105146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1105150.750000 Penalty: 4522.258789
	Iteration 70Q: 3 clusters Score -1105151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1105152.625000 Penalty: 4522.258789
	Iteration 71Q: 3 clusters Score -1105153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1105152.000000 Penalty: 4522.258789
	Iteration 72Q: 3 clusters Score -1105152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1105152.375000 Penalty: 4522.258789
	Iteration 73Q: 3 clusters Score -1105152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1105154.625000 Penalty: 4522.258789
	Iteration 74Q: 3 clusters Score -1105155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1105158.375000 Penalty: 4522.258789
	Iteration 75Q: 3 clusters Score -1105158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1105156.500000 Penalty: 4522.258789
	Iteration 76Q: 3 clusters Score -1105156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1105155.000000 Penalty: 4522.258789
	Iteration 77Q: 3 clusters Score -1105155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1105157.125000 Penalty: 4522.258789
	Iteration 78Q: 3 clusters Score -1105157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1105155.625000 Penalty: 4522.258789
	Iteration 79Q: 3 clusters Score -1105156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1105158.625000 Penalty: 4522.258789
	Iteration 80F: 3 clusters Score -1105159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1105161.500000 Penalty: 4522.258789
	Iteration 81Q: 3 clusters Score -1105162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1105163.750000 Penalty: 4522.258789
	Iteration 82Q: 3 clusters Score -1105164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1105164.000000 Penalty: 4522.258789
	Iteration 83Q: 3 clusters Score -1105164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1105164.000000 Penalty: 4522.258789
	Iteration 84F: 3 clusters Score -1105164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (150061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Entering Unmasked Estep 
Score: -18578676.000000 Penalty: 2955.861816
	Iteration 0F: 2 clusters Score -1.857868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -18477864.000000 Penalty: 5911.723633
	Iteration 0F: 3 clusters Score -1.847786e+07 nChanged 71713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -18519930.000000 Penalty: 5911.723633
	Iteration 1F: 3 clusters Score -1.851993e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -18521374.000000 Penalty: 5911.723633
	Iteration 2Q: 3 clusters Score -1.852137e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -18523536.000000 Penalty: 5911.723633
	Iteration 3Q: 3 clusters Score -1.852354e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -18526364.000000 Penalty: 5911.723633
	Iteration 4Q: 3 clusters Score -1.852636e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -18529866.000000 Penalty: 5911.723633
	Iteration 5F: 3 clusters Score -1.852987e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -18534296.000000 Penalty: 5911.723633
	Iteration 6F: 3 clusters Score -1.85343e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -18538706.000000 Penalty: 5911.723633
	Iteration 7F: 3 clusters Score -1.853871e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -18542432.000000 Penalty: 5911.723633
	Iteration 8F: 3 clusters Score -1.854243e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -18545610.000000 Penalty: 5911.723633
	Iteration 9Q: 3 clusters Score -1.854561e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -18548326.000000 Penalty: 5911.723633
	Iteration 10Q: 3 clusters Score -1.854833e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -18550820.000000 Penalty: 5911.723633
	Iteration 11Q: 3 clusters Score -1.855082e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -18553398.000000 Penalty: 5911.723633
	Iteration 12Q: 3 clusters Score -1.85534e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -18556152.000000 Penalty: 5911.723633
	Iteration 13Q: 3 clusters Score -1.855615e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -18559412.000000 Penalty: 5911.723633
	Iteration 14Q: 3 clusters Score -1.855941e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121679 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -18562728.000000 Penalty: 5911.723633
	Iteration 15Q: 3 clusters Score -1.856273e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127775 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -18565730.000000 Penalty: 5911.723633
	Iteration 16Q: 3 clusters Score -1.856573e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -18568510.000000 Penalty: 5911.723633
	Iteration 17Q: 3 clusters Score -1.856851e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -18570884.000000 Penalty: 5911.723633
	Iteration 18Q: 3 clusters Score -1.857088e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140933 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -18572634.000000 Penalty: 5911.723633
	Iteration 19Q: 3 clusters Score -1.857263e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -18573768.000000 Penalty: 5911.723633
	Iteration 20F: 3 clusters Score -1.857377e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -18574550.000000 Penalty: 5911.723633
	Iteration 21Q: 3 clusters Score -1.857455e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -18575112.000000 Penalty: 5911.723633
	Iteration 22Q: 3 clusters Score -1.857511e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146852 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -18575462.000000 Penalty: 5911.723633
	Iteration 23Q: 3 clusters Score -1.857546e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -18575716.000000 Penalty: 5911.723633
	Iteration 24Q: 3 clusters Score -1.857572e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18575892.000000 Penalty: 5911.723633
	Iteration 25Q: 3 clusters Score -1.857589e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -18576050.000000 Penalty: 5911.723633
	Iteration 26Q: 3 clusters Score -1.857605e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18576150.000000 Penalty: 5911.723633
	Iteration 27Q: 3 clusters Score -1.857615e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18576206.000000 Penalty: 5911.723633
	Iteration 28Q: 3 clusters Score -1.857621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148402 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -18576272.000000 Penalty: 5911.723633
	Iteration 29Q: 3 clusters Score -1.857627e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -18576248.000000 Penalty: 5911.723633
	Iteration 30Q: 3 clusters Score -1.857625e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -18576280.000000 Penalty: 5911.723633
	Iteration 31Q: 3 clusters Score -1.857628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18576286.000000 Penalty: 5911.723633
	Iteration 32Q: 3 clusters Score -1.857629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18576298.000000 Penalty: 5911.723633
	Iteration 33Q: 3 clusters Score -1.85763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -18576272.000000 Penalty: 5911.723633
	Iteration 34Q: 3 clusters Score -1.857627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18576312.000000 Penalty: 5911.723633
	Iteration 35Q: 3 clusters Score -1.857631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -18576332.000000 Penalty: 5911.723633
	Iteration 36Q: 3 clusters Score -1.857633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18576342.000000 Penalty: 5911.723633
	Iteration 37Q: 3 clusters Score -1.857634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -18576340.000000 Penalty: 5911.723633
	Iteration 38Q: 3 clusters Score -1.857634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -18576360.000000 Penalty: 5911.723633
	Iteration 39Q: 3 clusters Score -1.857636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148715 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -18576380.000000 Penalty: 5911.723633
	Iteration 40F: 3 clusters Score -1.857638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18576388.000000 Penalty: 5911.723633
	Iteration 41Q: 3 clusters Score -1.857639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18576400.000000 Penalty: 5911.723633
	Iteration 42Q: 3 clusters Score -1.85764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18576402.000000 Penalty: 5911.723633
	Iteration 43Q: 3 clusters Score -1.85764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18576394.000000 Penalty: 5911.723633
	Iteration 44Q: 3 clusters Score -1.857639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18576384.000000 Penalty: 5911.723633
	Iteration 45Q: 3 clusters Score -1.857638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18576386.000000 Penalty: 5911.723633
	Iteration 46Q: 3 clusters Score -1.857639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18576408.000000 Penalty: 5911.723633
	Iteration 47Q: 3 clusters Score -1.857641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18576400.000000 Penalty: 5911.723633
	Iteration 48Q: 3 clusters Score -1.85764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18576412.000000 Penalty: 5911.723633
	Iteration 49Q: 3 clusters Score -1.857641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18576406.000000 Penalty: 5911.723633
	Iteration 50Q: 3 clusters Score -1.857641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148760 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18576412.000000 Penalty: 5911.723633
	Iteration 51Q: 3 clusters Score -1.857641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148760 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18576414.000000 Penalty: 5911.723633
	Iteration 52Q: 3 clusters Score -1.857641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18576408.000000 Penalty: 5911.723633
	Iteration 53Q: 3 clusters Score -1.857641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18576408.000000 Penalty: 5911.723633
	Iteration 54F: 3 clusters Score -1.857641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Entering Unmasked Estep 
Score: -3965202.750000 Penalty: 2586.314941
	Iteration 0F: 2 clusters Score -3965203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3942295.250000 Penalty: 5172.629883
	Iteration 0F: 3 clusters Score -3942295 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3950728.750000 Penalty: 5172.629883
	Iteration 1F: 3 clusters Score -3950729 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3951370.250000 Penalty: 5172.629883
	Iteration 2Q: 3 clusters Score -3951370 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3952005.500000 Penalty: 5172.629883
	Iteration 3Q: 3 clusters Score -3952006 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3952671.750000 Penalty: 5172.629883
	Iteration 4Q: 3 clusters Score -3952672 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3953378.500000 Penalty: 5172.629883
	Iteration 5Q: 3 clusters Score -3953378 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3954147.750000 Penalty: 5172.629883
	Iteration 6Q: 3 clusters Score -3954148 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3954972.750000 Penalty: 5172.629883
	Iteration 7Q: 3 clusters Score -3954973 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3955935.500000 Penalty: 5172.629883
	Iteration 8F: 3 clusters Score -3955936 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3956980.500000 Penalty: 5172.629883
	Iteration 9F: 3 clusters Score -3956980 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3958007.750000 Penalty: 5172.629883
	Iteration 10Q: 3 clusters Score -3958008 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3959074.000000 Penalty: 5172.629883
	Iteration 11Q: 3 clusters Score -3959074 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3960074.250000 Penalty: 5172.629883
	Iteration 12Q: 3 clusters Score -3960074 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3960793.250000 Penalty: 5172.629883
	Iteration 13Q: 3 clusters Score -3960793 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3961263.500000 Penalty: 5172.629883
	Iteration 14Q: 3 clusters Score -3961264 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3961539.500000 Penalty: 5172.629883
	Iteration 15Q: 3 clusters Score -3961540 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3961712.000000 Penalty: 5172.629883
	Iteration 16Q: 3 clusters Score -3961712 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3961813.750000 Penalty: 5172.629883
	Iteration 17Q: 3 clusters Score -3961814 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3961921.750000 Penalty: 5172.629883
	Iteration 18Q: 3 clusters Score -3961922 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3961989.000000 Penalty: 5172.629883
	Iteration 19Q: 3 clusters Score -3961989 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3962066.000000 Penalty: 5172.629883
	Iteration 20F: 3 clusters Score -3962066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3962150.750000 Penalty: 5172.629883
	Iteration 21Q: 3 clusters Score -3962151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3962212.750000 Penalty: 5172.629883
	Iteration 22Q: 3 clusters Score -3962213 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3962291.500000 Penalty: 5172.629883
	Iteration 23Q: 3 clusters Score -3962292 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3962348.500000 Penalty: 5172.629883
	Iteration 24Q: 3 clusters Score -3962348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3962396.250000 Penalty: 5172.629883
	Iteration 25Q: 3 clusters Score -3962396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3962417.250000 Penalty: 5172.629883
	Iteration 26Q: 3 clusters Score -3962417 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3962467.000000 Penalty: 5172.629883
	Iteration 27Q: 3 clusters Score -3962467 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3962519.500000 Penalty: 5172.629883
	Iteration 28Q: 3 clusters Score -3962520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3962564.500000 Penalty: 5172.629883
	Iteration 29Q: 3 clusters Score -3962564 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3962590.250000 Penalty: 5172.629883
	Iteration 30Q: 3 clusters Score -3962590 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3962609.000000 Penalty: 5172.629883
	Iteration 31Q: 3 clusters Score -3962609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3962642.000000 Penalty: 5172.629883
	Iteration 32Q: 3 clusters Score -3962642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3962648.000000 Penalty: 5172.629883
	Iteration 33Q: 3 clusters Score -3962648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3962675.000000 Penalty: 5172.629883
	Iteration 34Q: 3 clusters Score -3962675 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3962708.500000 Penalty: 5172.629883
	Iteration 35Q: 3 clusters Score -3962708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3962712.250000 Penalty: 5172.629883
	Iteration 36Q: 3 clusters Score -3962712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3962735.000000 Penalty: 5172.629883
	Iteration 37Q: 3 clusters Score -3962735 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3962767.500000 Penalty: 5172.629883
	Iteration 38Q: 3 clusters Score -3962768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3962769.500000 Penalty: 5172.629883
	Iteration 39Q: 3 clusters Score -3962770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3962786.000000 Penalty: 5172.629883
	Iteration 40F: 3 clusters Score -3962786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3962791.250000 Penalty: 5172.629883
	Iteration 41Q: 3 clusters Score -3962791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3962806.750000 Penalty: 5172.629883
	Iteration 42Q: 3 clusters Score -3962807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3962820.500000 Penalty: 5172.629883
	Iteration 43Q: 3 clusters Score -3962820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3962831.750000 Penalty: 5172.629883
	Iteration 44Q: 3 clusters Score -3962832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3962843.250000 Penalty: 5172.629883
	Iteration 45Q: 3 clusters Score -3962843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3962836.750000 Penalty: 5172.629883
	Iteration 46Q: 3 clusters Score -3962837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3962843.000000 Penalty: 5172.629883
	Iteration 47Q: 3 clusters Score -3962843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3962846.250000 Penalty: 5172.629883
	Iteration 48Q: 3 clusters Score -3962846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3962849.500000 Penalty: 5172.629883
	Iteration 49Q: 3 clusters Score -3962850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3962862.250000 Penalty: 5172.629883
	Iteration 50Q: 3 clusters Score -3962862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3962862.750000 Penalty: 5172.629883
	Iteration 51Q: 3 clusters Score -3962863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3962857.750000 Penalty: 5172.629883
	Iteration 52Q: 3 clusters Score -3962858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3962854.000000 Penalty: 5172.629883
	Iteration 53Q: 3 clusters Score -3962854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3962853.750000 Penalty: 5172.629883
	Iteration 54Q: 3 clusters Score -3962854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3962855.750000 Penalty: 5172.629883
	Iteration 55Q: 3 clusters Score -3962856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3962863.000000 Penalty: 5172.629883
	Iteration 56Q: 3 clusters Score -3962863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3962876.750000 Penalty: 5172.629883
	Iteration 57Q: 3 clusters Score -3962877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3962881.000000 Penalty: 5172.629883
	Iteration 58Q: 3 clusters Score -3962881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3962891.250000 Penalty: 5172.629883
	Iteration 59Q: 3 clusters Score -3962891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3962890.750000 Penalty: 5172.629883
	Iteration 60F: 3 clusters Score -3962891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3962896.000000 Penalty: 5172.629883
	Iteration 61Q: 3 clusters Score -3962896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3962906.250000 Penalty: 5172.629883
	Iteration 62Q: 3 clusters Score -3962906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3962919.000000 Penalty: 5172.629883
	Iteration 63Q: 3 clusters Score -3962919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3962924.500000 Penalty: 5172.629883
	Iteration 64Q: 3 clusters Score -3962924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3962930.750000 Penalty: 5172.629883
	Iteration 65Q: 3 clusters Score -3962931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3962948.750000 Penalty: 5172.629883
	Iteration 66Q: 3 clusters Score -3962949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3962960.500000 Penalty: 5172.629883
	Iteration 67Q: 3 clusters Score -3962960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3962972.000000 Penalty: 5172.629883
	Iteration 68Q: 3 clusters Score -3962972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3962975.000000 Penalty: 5172.629883
	Iteration 69Q: 3 clusters Score -3962975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3962977.250000 Penalty: 5172.629883
	Iteration 70Q: 3 clusters Score -3962977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3962989.000000 Penalty: 5172.629883
	Iteration 71Q: 3 clusters Score -3962989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3963008.250000 Penalty: 5172.629883
	Iteration 72Q: 3 clusters Score -3963008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3963015.250000 Penalty: 5172.629883
	Iteration 73Q: 3 clusters Score -3963015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3963016.750000 Penalty: 5172.629883
	Iteration 74Q: 3 clusters Score -3963017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3963021.000000 Penalty: 5172.629883
	Iteration 75Q: 3 clusters Score -3963021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3963026.250000 Penalty: 5172.629883
	Iteration 76Q: 3 clusters Score -3963026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3963028.750000 Penalty: 5172.629883
	Iteration 77Q: 3 clusters Score -3963029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3963036.500000 Penalty: 5172.629883
	Iteration 78Q: 3 clusters Score -3963036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3963045.000000 Penalty: 5172.629883
	Iteration 79Q: 3 clusters Score -3963045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3963047.750000 Penalty: 5172.629883
	Iteration 80F: 3 clusters Score -3963048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3963060.250000 Penalty: 5172.629883
	Iteration 81Q: 3 clusters Score -3963060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3963064.000000 Penalty: 5172.629883
	Iteration 82Q: 3 clusters Score -3963064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3963073.500000 Penalty: 5172.629883
	Iteration 83Q: 3 clusters Score -3963074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3963075.000000 Penalty: 5172.629883
	Iteration 84Q: 3 clusters Score -3963075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3963081.000000 Penalty: 5172.629883
	Iteration 85Q: 3 clusters Score -3963081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3963084.750000 Penalty: 5172.629883
	Iteration 86Q: 3 clusters Score -3963085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3963085.000000 Penalty: 5172.629883
	Iteration 87Q: 3 clusters Score -3963085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3963083.750000 Penalty: 5172.629883
	Iteration 88Q: 3 clusters Score -3963084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3963080.250000 Penalty: 5172.629883
	Iteration 89Q: 3 clusters Score -3963080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3963078.250000 Penalty: 5172.629883
	Iteration 90Q: 3 clusters Score -3963078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3963079.250000 Penalty: 5172.629883
	Iteration 91Q: 3 clusters Score -3963079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3963085.000000 Penalty: 5172.629883
	Iteration 92Q: 3 clusters Score -3963085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3963085.750000 Penalty: 5172.629883
	Iteration 93Q: 3 clusters Score -3963086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3963086.750000 Penalty: 5172.629883
	Iteration 94Q: 3 clusters Score -3963087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3963089.000000 Penalty: 5172.629883
	Iteration 95Q: 3 clusters Score -3963089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3963090.000000 Penalty: 5172.629883
	Iteration 96Q: 3 clusters Score -3963090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3963100.250000 Penalty: 5172.629883
	Iteration 97Q: 3 clusters Score -3963100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3963109.250000 Penalty: 5172.629883
	Iteration 98Q: 3 clusters Score -3963109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3963109.000000 Penalty: 5172.629883
	Iteration 99Q: 3 clusters Score -3963109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3963109.000000 Penalty: 5172.629883
	Iteration 100F: 3 clusters Score -3963109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3963116.000000 Penalty: 5172.629883
	Iteration 101Q: 3 clusters Score -3963116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3963110.750000 Penalty: 5172.629883
	Iteration 102Q: 3 clusters Score -3963111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3963105.750000 Penalty: 5172.629883
	Iteration 103Q: 3 clusters Score -3963106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3963111.750000 Penalty: 5172.629883
	Iteration 104Q: 3 clusters Score -3963112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3963118.750000 Penalty: 5172.629883
	Iteration 105Q: 3 clusters Score -3963119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3963123.250000 Penalty: 5172.629883
	Iteration 106Q: 3 clusters Score -3963123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3963130.250000 Penalty: 5172.629883
	Iteration 107Q: 3 clusters Score -3963130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3963122.500000 Penalty: 5172.629883
	Iteration 108Q: 3 clusters Score -3963122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3963128.000000 Penalty: 5172.629883
	Iteration 109Q: 3 clusters Score -3963128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3963131.250000 Penalty: 5172.629883
	Iteration 110Q: 3 clusters Score -3963131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3963132.000000 Penalty: 5172.629883
	Iteration 111Q: 3 clusters Score -3963132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3963126.000000 Penalty: 5172.629883
	Iteration 112Q: 3 clusters Score -3963126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3963136.000000 Penalty: 5172.629883
	Iteration 113Q: 3 clusters Score -3963136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3963135.500000 Penalty: 5172.629883
	Iteration 114Q: 3 clusters Score -3963136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3963141.500000 Penalty: 5172.629883
	Iteration 115Q: 3 clusters Score -3963142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3963141.000000 Penalty: 5172.629883
	Iteration 116Q: 3 clusters Score -3963141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3963147.750000 Penalty: 5172.629883
	Iteration 117Q: 3 clusters Score -3963148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3963143.250000 Penalty: 5172.629883
	Iteration 118Q: 3 clusters Score -3963143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3963149.000000 Penalty: 5172.629883
	Iteration 119Q: 3 clusters Score -3963149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3963149.250000 Penalty: 5172.629883
	Iteration 120F: 3 clusters Score -3963149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3963153.750000 Penalty: 5172.629883
	Iteration 121Q: 3 clusters Score -3963154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3963153.750000 Penalty: 5172.629883
	Iteration 122Q: 3 clusters Score -3963154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3963159.500000 Penalty: 5172.629883
	Iteration 123Q: 3 clusters Score -3963160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3963160.750000 Penalty: 5172.629883
	Iteration 124Q: 3 clusters Score -3963161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3963163.250000 Penalty: 5172.629883
	Iteration 125Q: 3 clusters Score -3963163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3963159.750000 Penalty: 5172.629883
	Iteration 126Q: 3 clusters Score -3963160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3963158.000000 Penalty: 5172.629883
	Iteration 127Q: 3 clusters Score -3963158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3963157.000000 Penalty: 5172.629883
	Iteration 128Q: 3 clusters Score -3963157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3963161.250000 Penalty: 5172.629883
	Iteration 129Q: 3 clusters Score -3963161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3963158.250000 Penalty: 5172.629883
	Iteration 130Q: 3 clusters Score -3963158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3963160.000000 Penalty: 5172.629883
	Iteration 131Q: 3 clusters Score -3963160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3963167.000000 Penalty: 5172.629883
	Iteration 132Q: 3 clusters Score -3963167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3963166.250000 Penalty: 5172.629883
	Iteration 133Q: 3 clusters Score -3963166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3963166.750000 Penalty: 5172.629883
	Iteration 134Q: 3 clusters Score -3963167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3963165.000000 Penalty: 5172.629883
	Iteration 135Q: 3 clusters Score -3963165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3963170.500000 Penalty: 5172.629883
	Iteration 136Q: 3 clusters Score -3963170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3963168.500000 Penalty: 5172.629883
	Iteration 137Q: 3 clusters Score -3963168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3963164.500000 Penalty: 5172.629883
	Iteration 138Q: 3 clusters Score -3963164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3963161.500000 Penalty: 5172.629883
	Iteration 139Q: 3 clusters Score -3963162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3963161.500000 Penalty: 5172.629883
	Iteration 140F: 3 clusters Score -3963162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64583.542969 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64583.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64873.738281 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64873.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65010.996094 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65185.722656 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65185.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65307.984375 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65307.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65396.652344 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65396.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65467.722656 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65467.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65512.074219 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65512.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65546.507812 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65546.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65604.109375 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -65604.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -65636.585938 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -65636.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -65667.703125 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -65667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65674.976562 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -65674.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65695.171875 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -65695.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65730.398438 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -65730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -65762.125000 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -65762.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -65792.539062 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -65792.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65823.843750 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -65823.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65870.500000 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -65870.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65911.984375 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -65911.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -65961.484375 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -65961.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66026.929688 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -66026.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66075.671875 Penalty: 3223.894287
	Iteration 22Q: 3 clusters Score -66075.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66119.359375 Penalty: 3223.894287
	Iteration 23Q: 3 clusters Score -66119.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66134.757812 Penalty: 3223.894287
	Iteration 24Q: 3 clusters Score -66134.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66142.375000 Penalty: 3223.894287
	Iteration 25Q: 3 clusters Score -66142.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66154.148438 Penalty: 3223.894287
	Iteration 26Q: 3 clusters Score -66154.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66169.031250 Penalty: 3223.894287
	Iteration 27Q: 3 clusters Score -66169.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66190.117188 Penalty: 3223.894287
	Iteration 28Q: 3 clusters Score -66190.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66193.007812 Penalty: 3223.894287
	Iteration 29Q: 3 clusters Score -66193.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66193.007812 Penalty: 3223.894287
	Iteration 30F: 3 clusters Score -66193.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 124853 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 244769 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150061 members 
Mstep: Class 22 contains 33816 members 
Mstep: Class 23 contains 451 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17661 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164205 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44055 members 
Mstep: Class 49 contains 214 members 
Entering Unmasked Estep 
Score: -142012160.000000 Penalty: 169800.968750
Splitting cluster 23 changes total score from -142013280.000000 to -142012160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Entering Unmasked Estep 
Score: -4907663.000000 Penalty: 2625.491699
	Iteration 0F: 2 clusters Score -4907663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4880938.000000 Penalty: 5250.983398
	Iteration 0F: 3 clusters Score -4880938 nChanged 18030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4890872.500000 Penalty: 5250.983398
	Iteration 1F: 3 clusters Score -4890872 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4891551.500000 Penalty: 5250.983398
	Iteration 2Q: 3 clusters Score -4891552 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4892267.500000 Penalty: 5250.983398
	Iteration 3Q: 3 clusters Score -4892268 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4893117.000000 Penalty: 5250.983398
	Iteration 4F: 3 clusters Score -4893117 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4894038.000000 Penalty: 5250.983398
	Iteration 5F: 3 clusters Score -4894038 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4895181.500000 Penalty: 5250.983398
	Iteration 6F: 3 clusters Score -4895182 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4896421.500000 Penalty: 5250.983398
	Iteration 7F: 3 clusters Score -4896422 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4897716.500000 Penalty: 5250.983398
	Iteration 8F: 3 clusters Score -4897716 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4899109.500000 Penalty: 5250.983398
	Iteration 9F: 3 clusters Score -4899110 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4900419.500000 Penalty: 5250.983398
	Iteration 10F: 3 clusters Score -4900420 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4901559.000000 Penalty: 5250.983398
	Iteration 11Q: 3 clusters Score -4901559 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4902550.000000 Penalty: 5250.983398
	Iteration 12Q: 3 clusters Score -4902550 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4903313.000000 Penalty: 5250.983398
	Iteration 13Q: 3 clusters Score -4903313 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4903966.500000 Penalty: 5250.983398
	Iteration 14Q: 3 clusters Score -4903966 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4904445.500000 Penalty: 5250.983398
	Iteration 15Q: 3 clusters Score -4904446 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4904831.500000 Penalty: 5250.983398
	Iteration 16Q: 3 clusters Score -4904832 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4905063.500000 Penalty: 5250.983398
	Iteration 17Q: 3 clusters Score -4905064 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4905245.000000 Penalty: 5250.983398
	Iteration 18Q: 3 clusters Score -4905245 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4905353.500000 Penalty: 5250.983398
	Iteration 19Q: 3 clusters Score -4905354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4905452.000000 Penalty: 5250.983398
	Iteration 20F: 3 clusters Score -4905452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4905521.000000 Penalty: 5250.983398
	Iteration 21Q: 3 clusters Score -4905521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4905569.500000 Penalty: 5250.983398
	Iteration 22Q: 3 clusters Score -4905570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4905605.500000 Penalty: 5250.983398
	Iteration 23Q: 3 clusters Score -4905606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4905628.500000 Penalty: 5250.983398
	Iteration 24Q: 3 clusters Score -4905628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4905631.500000 Penalty: 5250.983398
	Iteration 25Q: 3 clusters Score -4905632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4905646.000000 Penalty: 5250.983398
	Iteration 26Q: 3 clusters Score -4905646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4905658.500000 Penalty: 5250.983398
	Iteration 27Q: 3 clusters Score -4905658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4905666.000000 Penalty: 5250.983398
	Iteration 28Q: 3 clusters Score -4905666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4905680.000000 Penalty: 5250.983398
	Iteration 29Q: 3 clusters Score -4905680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4905698.000000 Penalty: 5250.983398
	Iteration 30Q: 3 clusters Score -4905698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4905697.500000 Penalty: 5250.983398
	Iteration 31Q: 3 clusters Score -4905698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4905710.500000 Penalty: 5250.983398
	Iteration 32Q: 3 clusters Score -4905710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4905715.000000 Penalty: 5250.983398
	Iteration 33Q: 3 clusters Score -4905715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4905725.000000 Penalty: 5250.983398
	Iteration 34Q: 3 clusters Score -4905725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4905734.000000 Penalty: 5250.983398
	Iteration 35Q: 3 clusters Score -4905734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4905740.500000 Penalty: 5250.983398
	Iteration 36Q: 3 clusters Score -4905740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4905741.500000 Penalty: 5250.983398
	Iteration 37Q: 3 clusters Score -4905742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4905745.000000 Penalty: 5250.983398
	Iteration 38Q: 3 clusters Score -4905745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4905749.500000 Penalty: 5250.983398
	Iteration 39Q: 3 clusters Score -4905750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4905747.500000 Penalty: 5250.983398
	Iteration 40F: 3 clusters Score -4905748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4905747.000000 Penalty: 5250.983398
	Iteration 41Q: 3 clusters Score -4905747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4905748.000000 Penalty: 5250.983398
	Iteration 42Q: 3 clusters Score -4905748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4905753.000000 Penalty: 5250.983398
	Iteration 43Q: 3 clusters Score -4905753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4905766.500000 Penalty: 5250.983398
	Iteration 44Q: 3 clusters Score -4905766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4905775.000000 Penalty: 5250.983398
	Iteration 45Q: 3 clusters Score -4905775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4905781.500000 Penalty: 5250.983398
	Iteration 46Q: 3 clusters Score -4905782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4905787.500000 Penalty: 5250.983398
	Iteration 47Q: 3 clusters Score -4905788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4905797.500000 Penalty: 5250.983398
	Iteration 48Q: 3 clusters Score -4905798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4905797.500000 Penalty: 5250.983398
	Iteration 49Q: 3 clusters Score -4905798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4905804.500000 Penalty: 5250.983398
	Iteration 50Q: 3 clusters Score -4905804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4905795.000000 Penalty: 5250.983398
	Iteration 51Q: 3 clusters Score -4905795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4905798.000000 Penalty: 5250.983398
	Iteration 52Q: 3 clusters Score -4905798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4905798.500000 Penalty: 5250.983398
	Iteration 53Q: 3 clusters Score -4905798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4905800.500000 Penalty: 5250.983398
	Iteration 54Q: 3 clusters Score -4905800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4905800.500000 Penalty: 5250.983398
	Iteration 55F: 3 clusters Score -4905800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -189014.109375 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -189014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186865.187500 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -186865.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -187752.375000 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -187752.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188201.765625 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -188201.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188525.296875 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -188525.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -188721.765625 Penalty: 3690.604004
	Iteration 4F: 3 clusters Score -188721.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -188906.687500 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -188906.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -189074.921875 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -189074.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -189197.968750 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -189198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -189293.562500 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -189293.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -189337.171875 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -189337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189364.937500 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -189364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -189380.765625 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -189380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -189390.046875 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -189390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -189395.890625 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -189395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -189398.984375 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -189399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -189401.343750 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -189401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -189402.421875 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -189402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -189402.421875 Penalty: 3690.604004
	Iteration 17F: 3 clusters Score -189402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 124853 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 244769 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150061 members 
Mstep: Class 22 contains 33816 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 422 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17661 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164205 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44055 members 
Mstep: Class 49 contains 1282 members 
Entering Unmasked Estep 
Score: -142011792.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142013280.000000 to -142011792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2437413.250000 Penalty: 2445.113037
	Iteration 0F: 2 clusters Score -2437413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2423866.750000 Penalty: 4890.226074
	Iteration 0F: 3 clusters Score -2423867 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2428363.750000 Penalty: 4890.226074
	Iteration 1F: 3 clusters Score -2428364 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2428708.250000 Penalty: 4890.226074
	Iteration 2F: 3 clusters Score -2428708 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2429005.000000 Penalty: 4890.226074
	Iteration 3Q: 3 clusters Score -2429005 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2429299.000000 Penalty: 4890.226074
	Iteration 4Q: 3 clusters Score -2429299 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2429594.500000 Penalty: 4890.226074
	Iteration 5Q: 3 clusters Score -2429594 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2429989.250000 Penalty: 4890.226074
	Iteration 6Q: 3 clusters Score -2429989 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2430569.750000 Penalty: 4890.226074
	Iteration 7F: 3 clusters Score -2430570 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2431379.500000 Penalty: 4890.226074
	Iteration 8F: 3 clusters Score -2431380 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2432435.000000 Penalty: 4890.226074
	Iteration 9F: 3 clusters Score -2432435 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2433528.750000 Penalty: 4890.226074
	Iteration 10F: 3 clusters Score -2433529 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2434333.000000 Penalty: 4890.226074
	Iteration 11Q: 3 clusters Score -2434333 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2434760.500000 Penalty: 4890.226074
	Iteration 12Q: 3 clusters Score -2434760 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2435000.500000 Penalty: 4890.226074
	Iteration 13Q: 3 clusters Score -2435000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2435143.500000 Penalty: 4890.226074
	Iteration 14Q: 3 clusters Score -2435144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2435230.500000 Penalty: 4890.226074
	Iteration 15Q: 3 clusters Score -2435230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2435272.000000 Penalty: 4890.226074
	Iteration 16Q: 3 clusters Score -2435272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2435312.000000 Penalty: 4890.226074
	Iteration 17Q: 3 clusters Score -2435312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2435334.000000 Penalty: 4890.226074
	Iteration 18Q: 3 clusters Score -2435334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2435336.250000 Penalty: 4890.226074
	Iteration 19Q: 3 clusters Score -2435336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2435339.000000 Penalty: 4890.226074
	Iteration 20F: 3 clusters Score -2435339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2435341.500000 Penalty: 4890.226074
	Iteration 21Q: 3 clusters Score -2435342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2435343.000000 Penalty: 4890.226074
	Iteration 22Q: 3 clusters Score -2435343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2435343.000000 Penalty: 4890.226074
	Iteration 23F: 3 clusters Score -2435343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29777.634766 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29777.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29990.625000 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -29990.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30051.050781 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -30051.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30078.248047 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30078.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30090.230469 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30090.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30114.546875 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30114.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30126.578125 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30126.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30139.185547 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30139.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30146.160156 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -30146.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30150.859375 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -30150.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30150.859375 Penalty: 2862.634766
	Iteration 10F: 3 clusters Score -30150.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1330993.500000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1330994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1322615.750000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1322616 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1325303.500000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1325304 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1325854.875000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1325855 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1326429.875000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1326430 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1327042.625000 Penalty: 4619.957520
	Iteration 4F: 3 clusters Score -1327043 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1327674.750000 Penalty: 4619.957520
	Iteration 5F: 3 clusters Score -1327675 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1328175.375000 Penalty: 4619.957520
	Iteration 6F: 3 clusters Score -1328175 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1328548.750000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1328549 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1328807.250000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1328807 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1328974.875000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1328975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1329095.625000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1329096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1329208.250000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1329208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1329286.375000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1329286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1329375.750000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1329376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1329468.625000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1329469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1329534.125000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1329534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1329564.750000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1329565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1329589.875000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1329590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1329617.750000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1329618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1329633.750000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1329634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1329651.750000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1329652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1329657.875000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1329658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1329661.375000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1329661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1329660.875000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1329661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1329659.750000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1329660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1329661.125000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1329661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1329662.125000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1329662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1329660.500000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1329660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1329661.625000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1329662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1329661.625000 Penalty: 4619.957520
	Iteration 29F: 3 clusters Score -1329662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Entering Unmasked Estep 
Score: -1587547.375000 Penalty: 2348.925293
	Iteration 0F: 2 clusters Score -1587547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1577984.125000 Penalty: 4697.850586
	Iteration 0F: 3 clusters Score -1577984 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1581009.625000 Penalty: 4697.850586
	Iteration 1F: 3 clusters Score -1581010 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1581635.125000 Penalty: 4697.850586
	Iteration 2F: 3 clusters Score -1581635 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1582291.375000 Penalty: 4697.850586
	Iteration 3F: 3 clusters Score -1582291 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1582971.000000 Penalty: 4697.850586
	Iteration 4F: 3 clusters Score -1582971 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1583843.000000 Penalty: 4697.850586
	Iteration 5F: 3 clusters Score -1583843 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1584733.625000 Penalty: 4697.850586
	Iteration 6F: 3 clusters Score -1584734 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1585427.375000 Penalty: 4697.850586
	Iteration 7F: 3 clusters Score -1585427 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1585893.125000 Penalty: 4697.850586
	Iteration 8Q: 3 clusters Score -1585893 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1586179.000000 Penalty: 4697.850586
	Iteration 9Q: 3 clusters Score -1586179 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1586370.000000 Penalty: 4697.850586
	Iteration 10Q: 3 clusters Score -1586370 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1586510.750000 Penalty: 4697.850586
	Iteration 11Q: 3 clusters Score -1586511 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1586594.875000 Penalty: 4697.850586
	Iteration 12Q: 3 clusters Score -1586595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1586652.500000 Penalty: 4697.850586
	Iteration 13Q: 3 clusters Score -1586652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1586702.125000 Penalty: 4697.850586
	Iteration 14Q: 3 clusters Score -1586702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1586743.625000 Penalty: 4697.850586
	Iteration 15Q: 3 clusters Score -1586744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1586774.875000 Penalty: 4697.850586
	Iteration 16Q: 3 clusters Score -1586775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1586800.125000 Penalty: 4697.850586
	Iteration 17Q: 3 clusters Score -1586800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1586820.250000 Penalty: 4697.850586
	Iteration 18Q: 3 clusters Score -1586820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1586830.375000 Penalty: 4697.850586
	Iteration 19Q: 3 clusters Score -1586830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1586835.875000 Penalty: 4697.850586
	Iteration 20F: 3 clusters Score -1586836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1586841.500000 Penalty: 4697.850586
	Iteration 21Q: 3 clusters Score -1586842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1586841.625000 Penalty: 4697.850586
	Iteration 22Q: 3 clusters Score -1586842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1586846.500000 Penalty: 4697.850586
	Iteration 23Q: 3 clusters Score -1586846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1586849.250000 Penalty: 4697.850586
	Iteration 24Q: 3 clusters Score -1586849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1586851.625000 Penalty: 4697.850586
	Iteration 25Q: 3 clusters Score -1586852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1586863.500000 Penalty: 4697.850586
	Iteration 26Q: 3 clusters Score -1586864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1586867.125000 Penalty: 4697.850586
	Iteration 27Q: 3 clusters Score -1586867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1586876.125000 Penalty: 4697.850586
	Iteration 28Q: 3 clusters Score -1586876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1586878.125000 Penalty: 4697.850586
	Iteration 29Q: 3 clusters Score -1586878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1586888.250000 Penalty: 4697.850586
	Iteration 30Q: 3 clusters Score -1586888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1586898.750000 Penalty: 4697.850586
	Iteration 31Q: 3 clusters Score -1586899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1586908.375000 Penalty: 4697.850586
	Iteration 32Q: 3 clusters Score -1586908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1586910.875000 Penalty: 4697.850586
	Iteration 33Q: 3 clusters Score -1586911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1586916.750000 Penalty: 4697.850586
	Iteration 34Q: 3 clusters Score -1586917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1586920.750000 Penalty: 4697.850586
	Iteration 35Q: 3 clusters Score -1586921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1586922.500000 Penalty: 4697.850586
	Iteration 36Q: 3 clusters Score -1586922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1586927.750000 Penalty: 4697.850586
	Iteration 37Q: 3 clusters Score -1586928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1586926.875000 Penalty: 4697.850586
	Iteration 38Q: 3 clusters Score -1586927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1586927.000000 Penalty: 4697.850586
	Iteration 39Q: 3 clusters Score -1586927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1586933.000000 Penalty: 4697.850586
	Iteration 40F: 3 clusters Score -1586933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1586932.000000 Penalty: 4697.850586
	Iteration 41Q: 3 clusters Score -1586932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1586932.000000 Penalty: 4697.850586
	Iteration 42F: 3 clusters Score -1586932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -550027.625000 Penalty: 2078.125732
	Iteration 0F: 2 clusters Score -550027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -545905.812500 Penalty: 4156.251465
	Iteration 0F: 3 clusters Score -545905.8 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -546866.875000 Penalty: 4156.251465
	Iteration 1F: 3 clusters Score -546866.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -547058.187500 Penalty: 4156.251465
	Iteration 2F: 3 clusters Score -547058.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -547138.062500 Penalty: 4156.251465
	Iteration 3Q: 3 clusters Score -547138.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -547201.875000 Penalty: 4156.251465
	Iteration 4Q: 3 clusters Score -547201.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -547245.125000 Penalty: 4156.251465
	Iteration 5Q: 3 clusters Score -547245.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -547278.062500 Penalty: 4156.251465
	Iteration 6Q: 3 clusters Score -547278.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -547308.750000 Penalty: 4156.251465
	Iteration 7Q: 3 clusters Score -547308.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -547342.875000 Penalty: 4156.251465
	Iteration 8Q: 3 clusters Score -547342.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -547369.937500 Penalty: 4156.251465
	Iteration 9Q: 3 clusters Score -547369.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -547399.000000 Penalty: 4156.251465
	Iteration 10Q: 3 clusters Score -547399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -547425.437500 Penalty: 4156.251465
	Iteration 11Q: 3 clusters Score -547425.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547446.125000 Penalty: 4156.251465
	Iteration 12Q: 3 clusters Score -547446.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -547461.125000 Penalty: 4156.251465
	Iteration 13Q: 3 clusters Score -547461.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -547479.125000 Penalty: 4156.251465
	Iteration 14Q: 3 clusters Score -547479.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -547493.625000 Penalty: 4156.251465
	Iteration 15Q: 3 clusters Score -547493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -547504.062500 Penalty: 4156.251465
	Iteration 16Q: 3 clusters Score -547504.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -547515.000000 Penalty: 4156.251465
	Iteration 17Q: 3 clusters Score -547515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -547525.250000 Penalty: 4156.251465
	Iteration 18Q: 3 clusters Score -547525.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -547532.812500 Penalty: 4156.251465
	Iteration 19Q: 3 clusters Score -547532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -547544.125000 Penalty: 4156.251465
	Iteration 20F: 3 clusters Score -547544.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -547552.125000 Penalty: 4156.251465
	Iteration 21Q: 3 clusters Score -547552.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -547559.750000 Penalty: 4156.251465
	Iteration 22Q: 3 clusters Score -547559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -547563.937500 Penalty: 4156.251465
	Iteration 23Q: 3 clusters Score -547563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -547571.062500 Penalty: 4156.251465
	Iteration 24Q: 3 clusters Score -547571.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -547580.250000 Penalty: 4156.251465
	Iteration 25Q: 3 clusters Score -547580.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -547592.250000 Penalty: 4156.251465
	Iteration 26Q: 3 clusters Score -547592.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -547606.062500 Penalty: 4156.251465
	Iteration 27Q: 3 clusters Score -547606.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -547618.937500 Penalty: 4156.251465
	Iteration 28Q: 3 clusters Score -547618.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -547631.250000 Penalty: 4156.251465
	Iteration 29Q: 3 clusters Score -547631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -547642.687500 Penalty: 4156.251465
	Iteration 30Q: 3 clusters Score -547642.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -547654.437500 Penalty: 4156.251465
	Iteration 31Q: 3 clusters Score -547654.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -547665.875000 Penalty: 4156.251465
	Iteration 32Q: 3 clusters Score -547665.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -547683.062500 Penalty: 4156.251465
	Iteration 33Q: 3 clusters Score -547683.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -547700.812500 Penalty: 4156.251465
	Iteration 34Q: 3 clusters Score -547700.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547726.312500 Penalty: 4156.251465
	Iteration 35Q: 3 clusters Score -547726.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -547757.312500 Penalty: 4156.251465
	Iteration 36Q: 3 clusters Score -547757.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -547792.250000 Penalty: 4156.251465
	Iteration 37Q: 3 clusters Score -547792.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -547821.875000 Penalty: 4156.251465
	Iteration 38Q: 3 clusters Score -547821.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -547865.500000 Penalty: 4156.251465
	Iteration 39Q: 3 clusters Score -547865.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -547912.750000 Penalty: 4156.251465
	Iteration 40F: 3 clusters Score -547912.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -547968.500000 Penalty: 4156.251465
	Iteration 41Q: 3 clusters Score -547968.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -548039.062500 Penalty: 4156.251465
	Iteration 42Q: 3 clusters Score -548039.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -548098.875000 Penalty: 4156.251465
	Iteration 43Q: 3 clusters Score -548098.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -548154.500000 Penalty: 4156.251465
	Iteration 44Q: 3 clusters Score -548154.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -548219.437500 Penalty: 4156.251465
	Iteration 45Q: 3 clusters Score -548219.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -548286.937500 Penalty: 4156.251465
	Iteration 46Q: 3 clusters Score -548286.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -548343.375000 Penalty: 4156.251465
	Iteration 47Q: 3 clusters Score -548343.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -548382.875000 Penalty: 4156.251465
	Iteration 48Q: 3 clusters Score -548382.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -548413.000000 Penalty: 4156.251465
	Iteration 49Q: 3 clusters Score -548413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -548433.312500 Penalty: 4156.251465
	Iteration 50Q: 3 clusters Score -548433.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -548454.062500 Penalty: 4156.251465
	Iteration 51Q: 3 clusters Score -548454.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -548471.125000 Penalty: 4156.251465
	Iteration 52Q: 3 clusters Score -548471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -548481.312500 Penalty: 4156.251465
	Iteration 53Q: 3 clusters Score -548481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -548488.500000 Penalty: 4156.251465
	Iteration 54Q: 3 clusters Score -548488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -548494.875000 Penalty: 4156.251465
	Iteration 55Q: 3 clusters Score -548494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -548504.187500 Penalty: 4156.251465
	Iteration 56Q: 3 clusters Score -548504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -548510.062500 Penalty: 4156.251465
	Iteration 57Q: 3 clusters Score -548510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -548518.687500 Penalty: 4156.251465
	Iteration 58Q: 3 clusters Score -548518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -548522.562500 Penalty: 4156.251465
	Iteration 59Q: 3 clusters Score -548522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -548531.625000 Penalty: 4156.251465
	Iteration 60F: 3 clusters Score -548531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -548539.562500 Penalty: 4156.251465
	Iteration 61Q: 3 clusters Score -548539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -548547.687500 Penalty: 4156.251465
	Iteration 62Q: 3 clusters Score -548547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -548555.000000 Penalty: 4156.251465
	Iteration 63Q: 3 clusters Score -548555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -548561.250000 Penalty: 4156.251465
	Iteration 64Q: 3 clusters Score -548561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -548565.250000 Penalty: 4156.251465
	Iteration 65Q: 3 clusters Score -548565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -548571.125000 Penalty: 4156.251465
	Iteration 66Q: 3 clusters Score -548571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -548575.062500 Penalty: 4156.251465
	Iteration 67Q: 3 clusters Score -548575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -548575.062500 Penalty: 4156.251465
	Iteration 68F: 3 clusters Score -548575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -695882.000000 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -695882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -691006.187500 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -691006.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -692255.375000 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -692255.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -692443.562500 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -692443.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -692550.437500 Penalty: 4274.230469
	Iteration 3Q: 3 clusters Score -692550.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -692621.812500 Penalty: 4274.230469
	Iteration 4Q: 3 clusters Score -692621.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -692667.125000 Penalty: 4274.230469
	Iteration 5Q: 3 clusters Score -692667.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -692703.500000 Penalty: 4274.230469
	Iteration 6Q: 3 clusters Score -692703.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -692735.750000 Penalty: 4274.230469
	Iteration 7Q: 3 clusters Score -692735.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -692769.187500 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -692769.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -692796.437500 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -692796.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -692823.187500 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -692823.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -692853.250000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -692853.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -692874.312500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -692874.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -692897.250000 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -692897.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -692918.062500 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -692918.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -692938.375000 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -692938.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -692959.875000 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -692959.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -692976.687500 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -692976.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -692992.750000 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -692992.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -693009.187500 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -693009.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -693028.562500 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -693028.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -693045.000000 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -693045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -693059.937500 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -693059.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -693080.062500 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -693080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -693097.687500 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -693097.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -693125.375000 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -693125.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -693155.687500 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -693155.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -693190.187500 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -693190.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -693225.500000 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -693225.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -693258.437500 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -693258.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -693304.500000 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -693304.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -693343.062500 Penalty: 4274.230469
	Iteration 31Q: 3 clusters Score -693343.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -693384.375000 Penalty: 4274.230469
	Iteration 32Q: 3 clusters Score -693384.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -693421.937500 Penalty: 4274.230469
	Iteration 33Q: 3 clusters Score -693421.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -693458.875000 Penalty: 4274.230469
	Iteration 34Q: 3 clusters Score -693458.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -693502.875000 Penalty: 4274.230469
	Iteration 35Q: 3 clusters Score -693502.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -693539.250000 Penalty: 4274.230469
	Iteration 36Q: 3 clusters Score -693539.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -693577.937500 Penalty: 4274.230469
	Iteration 37Q: 3 clusters Score -693577.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -693622.625000 Penalty: 4274.230469
	Iteration 38Q: 3 clusters Score -693622.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -693666.562500 Penalty: 4274.230469
	Iteration 39Q: 3 clusters Score -693666.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -693695.437500 Penalty: 4274.230469
	Iteration 40F: 3 clusters Score -693695.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -693721.562500 Penalty: 4274.230469
	Iteration 41Q: 3 clusters Score -693721.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -693751.312500 Penalty: 4274.230469
	Iteration 42Q: 3 clusters Score -693751.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -693784.625000 Penalty: 4274.230469
	Iteration 43Q: 3 clusters Score -693784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -693808.875000 Penalty: 4274.230469
	Iteration 44Q: 3 clusters Score -693808.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -693828.562500 Penalty: 4274.230469
	Iteration 45Q: 3 clusters Score -693828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -693839.375000 Penalty: 4274.230469
	Iteration 46Q: 3 clusters Score -693839.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -693848.562500 Penalty: 4274.230469
	Iteration 47Q: 3 clusters Score -693848.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -693859.437500 Penalty: 4274.230469
	Iteration 48Q: 3 clusters Score -693859.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -693880.937500 Penalty: 4274.230469
	Iteration 49Q: 3 clusters Score -693880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -693893.625000 Penalty: 4274.230469
	Iteration 50Q: 3 clusters Score -693893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -693911.437500 Penalty: 4274.230469
	Iteration 51Q: 3 clusters Score -693911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -693919.875000 Penalty: 4274.230469
	Iteration 52Q: 3 clusters Score -693919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -693929.625000 Penalty: 4274.230469
	Iteration 53Q: 3 clusters Score -693929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -693933.937500 Penalty: 4274.230469
	Iteration 54Q: 3 clusters Score -693933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -693938.687500 Penalty: 4274.230469
	Iteration 55Q: 3 clusters Score -693938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -693939.437500 Penalty: 4274.230469
	Iteration 56Q: 3 clusters Score -693939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -693941.437500 Penalty: 4274.230469
	Iteration 57Q: 3 clusters Score -693941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -693944.187500 Penalty: 4274.230469
	Iteration 58Q: 3 clusters Score -693944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -693948.125000 Penalty: 4274.230469
	Iteration 59Q: 3 clusters Score -693948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -693952.437500 Penalty: 4274.230469
	Iteration 60F: 3 clusters Score -693952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -693957.437500 Penalty: 4274.230469
	Iteration 61Q: 3 clusters Score -693957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -693964.312500 Penalty: 4274.230469
	Iteration 62Q: 3 clusters Score -693964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -693968.437500 Penalty: 4274.230469
	Iteration 63Q: 3 clusters Score -693968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -693968.562500 Penalty: 4274.230469
	Iteration 64Q: 3 clusters Score -693968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -693969.687500 Penalty: 4274.230469
	Iteration 65Q: 3 clusters Score -693969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -693970.375000 Penalty: 4274.230469
	Iteration 66Q: 3 clusters Score -693970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -693970.375000 Penalty: 4274.230469
	Iteration 67F: 3 clusters Score -693970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Entering Unmasked Estep 
Score: -2058182.500000 Penalty: 2425.220215
	Iteration 0F: 2 clusters Score -2058182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2045608.625000 Penalty: 4850.440430
	Iteration 0F: 3 clusters Score -2045609 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2049864.875000 Penalty: 4850.440430
	Iteration 1F: 3 clusters Score -2049865 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2050498.000000 Penalty: 4850.440430
	Iteration 2F: 3 clusters Score -2050498 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2051112.625000 Penalty: 4850.440430
	Iteration 3F: 3 clusters Score -2051113 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2051685.625000 Penalty: 4850.440430
	Iteration 4F: 3 clusters Score -2051686 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2052271.375000 Penalty: 4850.440430
	Iteration 5F: 3 clusters Score -2052271 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2052852.250000 Penalty: 4850.440430
	Iteration 6F: 3 clusters Score -2052852 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2053366.125000 Penalty: 4850.440430
	Iteration 7Q: 3 clusters Score -2053366 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2053829.250000 Penalty: 4850.440430
	Iteration 8Q: 3 clusters Score -2053829 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2054224.125000 Penalty: 4850.440430
	Iteration 9Q: 3 clusters Score -2054224 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2054543.750000 Penalty: 4850.440430
	Iteration 10Q: 3 clusters Score -2054544 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2054793.375000 Penalty: 4850.440430
	Iteration 11Q: 3 clusters Score -2054793 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2054976.750000 Penalty: 4850.440430
	Iteration 12Q: 3 clusters Score -2054977 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2055129.250000 Penalty: 4850.440430
	Iteration 13Q: 3 clusters Score -2055129 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2055256.375000 Penalty: 4850.440430
	Iteration 14Q: 3 clusters Score -2055256 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2055360.125000 Penalty: 4850.440430
	Iteration 15Q: 3 clusters Score -2055360 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2055458.125000 Penalty: 4850.440430
	Iteration 16Q: 3 clusters Score -2055458 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2055543.500000 Penalty: 4850.440430
	Iteration 17Q: 3 clusters Score -2055544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2055610.375000 Penalty: 4850.440430
	Iteration 18Q: 3 clusters Score -2055610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2055675.500000 Penalty: 4850.440430
	Iteration 19Q: 3 clusters Score -2055676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2055744.875000 Penalty: 4850.440430
	Iteration 20F: 3 clusters Score -2055745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2055805.625000 Penalty: 4850.440430
	Iteration 21Q: 3 clusters Score -2055806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2055867.750000 Penalty: 4850.440430
	Iteration 22Q: 3 clusters Score -2055868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2055941.125000 Penalty: 4850.440430
	Iteration 23Q: 3 clusters Score -2055941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2055989.625000 Penalty: 4850.440430
	Iteration 24Q: 3 clusters Score -2055990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2056051.250000 Penalty: 4850.440430
	Iteration 25Q: 3 clusters Score -2056051 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2056115.000000 Penalty: 4850.440430
	Iteration 26Q: 3 clusters Score -2056115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2056170.500000 Penalty: 4850.440430
	Iteration 27Q: 3 clusters Score -2056170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2056229.500000 Penalty: 4850.440430
	Iteration 28Q: 3 clusters Score -2056230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2056300.125000 Penalty: 4850.440430
	Iteration 29Q: 3 clusters Score -2056300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2056342.125000 Penalty: 4850.440430
	Iteration 30Q: 3 clusters Score -2056342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2056375.000000 Penalty: 4850.440430
	Iteration 31Q: 3 clusters Score -2056375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2056386.250000 Penalty: 4850.440430
	Iteration 32Q: 3 clusters Score -2056386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2056406.500000 Penalty: 4850.440430
	Iteration 33Q: 3 clusters Score -2056406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2056434.125000 Penalty: 4850.440430
	Iteration 34Q: 3 clusters Score -2056434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2056446.000000 Penalty: 4850.440430
	Iteration 35Q: 3 clusters Score -2056446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2056458.125000 Penalty: 4850.440430
	Iteration 36Q: 3 clusters Score -2056458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2056469.500000 Penalty: 4850.440430
	Iteration 37Q: 3 clusters Score -2056470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2056478.000000 Penalty: 4850.440430
	Iteration 38Q: 3 clusters Score -2056478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2056485.250000 Penalty: 4850.440430
	Iteration 39Q: 3 clusters Score -2056485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2056495.500000 Penalty: 4850.440430
	Iteration 40F: 3 clusters Score -2056496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2056495.750000 Penalty: 4850.440430
	Iteration 41Q: 3 clusters Score -2056496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2056501.875000 Penalty: 4850.440430
	Iteration 42Q: 3 clusters Score -2056502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2056498.625000 Penalty: 4850.440430
	Iteration 43Q: 3 clusters Score -2056499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2056504.750000 Penalty: 4850.440430
	Iteration 44Q: 3 clusters Score -2056505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2056504.875000 Penalty: 4850.440430
	Iteration 45Q: 3 clusters Score -2056505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2056509.250000 Penalty: 4850.440430
	Iteration 46Q: 3 clusters Score -2056509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2056516.625000 Penalty: 4850.440430
	Iteration 47Q: 3 clusters Score -2056517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2056510.875000 Penalty: 4850.440430
	Iteration 48Q: 3 clusters Score -2056511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2056511.375000 Penalty: 4850.440430
	Iteration 49Q: 3 clusters Score -2056511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2056512.750000 Penalty: 4850.440430
	Iteration 50Q: 3 clusters Score -2056513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2056512.625000 Penalty: 4850.440430
	Iteration 51Q: 3 clusters Score -2056513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2056509.500000 Penalty: 4850.440430
	Iteration 52Q: 3 clusters Score -2056510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2056511.375000 Penalty: 4850.440430
	Iteration 53Q: 3 clusters Score -2056511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2056512.750000 Penalty: 4850.440430
	Iteration 54Q: 3 clusters Score -2056513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2056512.750000 Penalty: 4850.440430
	Iteration 55F: 3 clusters Score -2056513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -286480.781250 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -286480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283593.750000 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -283593.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -284112.718750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -284112.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284233.968750 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -284234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -284322.687500 Penalty: 3855.076416
	Iteration 3Q: 3 clusters Score -284322.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -284368.062500 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -284368.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284397.218750 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -284397.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -284423.968750 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -284424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -284450.875000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -284450.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -284473.812500 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -284473.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -284493.000000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -284493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -284511.437500 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -284511.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -284533.500000 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -284533.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -284556.031250 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -284556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -284582.125000 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -284582.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -284610.625000 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -284610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -284630.125000 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -284630.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -284644.062500 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -284644.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284657.906250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -284657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -284667.093750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -284667.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -284675.750000 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -284675.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -284683.687500 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -284683.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -284689.750000 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -284689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -284692.343750 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -284692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -284696.406250 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -284696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -284702.781250 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -284702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -284708.312500 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -284708.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -284714.562500 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -284714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -284718.000000 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -284718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -284721.562500 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -284721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -284724.500000 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -284724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -284725.281250 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -284725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -284725.781250 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -284725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -284727.343750 Penalty: 3855.076416
	Iteration 32Q: 3 clusters Score -284727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -284732.750000 Penalty: 3855.076416
	Iteration 33Q: 3 clusters Score -284732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284736.343750 Penalty: 3855.076416
	Iteration 34Q: 3 clusters Score -284736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -284738.250000 Penalty: 3855.076416
	Iteration 35Q: 3 clusters Score -284738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -284741.437500 Penalty: 3855.076416
	Iteration 36Q: 3 clusters Score -284741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -284743.875000 Penalty: 3855.076416
	Iteration 37Q: 3 clusters Score -284743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -284749.500000 Penalty: 3855.076416
	Iteration 38Q: 3 clusters Score -284749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -284754.000000 Penalty: 3855.076416
	Iteration 39Q: 3 clusters Score -284754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -284757.375000 Penalty: 3855.076416
	Iteration 40F: 3 clusters Score -284757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -284759.062500 Penalty: 3855.076416
	Iteration 41Q: 3 clusters Score -284759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -284761.843750 Penalty: 3855.076416
	Iteration 42Q: 3 clusters Score -284761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -284764.437500 Penalty: 3855.076416
	Iteration 43Q: 3 clusters Score -284764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -284769.218750 Penalty: 3855.076416
	Iteration 44Q: 3 clusters Score -284769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -284772.500000 Penalty: 3855.076416
	Iteration 45Q: 3 clusters Score -284772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -284775.812500 Penalty: 3855.076416
	Iteration 46Q: 3 clusters Score -284775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -284780.031250 Penalty: 3855.076416
	Iteration 47Q: 3 clusters Score -284780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -284780.656250 Penalty: 3855.076416
	Iteration 48Q: 3 clusters Score -284780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -284781.125000 Penalty: 3855.076416
	Iteration 49Q: 3 clusters Score -284781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -284784.312500 Penalty: 3855.076416
	Iteration 50Q: 3 clusters Score -284784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -284786.843750 Penalty: 3855.076416
	Iteration 51Q: 3 clusters Score -284786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -284788.156250 Penalty: 3855.076416
	Iteration 52Q: 3 clusters Score -284788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -284788.156250 Penalty: 3855.076416
	Iteration 53F: 3 clusters Score -284788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -1053893.875000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -1053894 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 4086 members 
Entering Unmasked Estep 
Score: -1047292.375000 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -1047292 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1049103.125000 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -1049103 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1049409.750000 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -1049410 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1049659.500000 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -1049660 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1049870.375000 Penalty: 4474.413086
	Iteration 4Q: 3 clusters Score -1049870 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1050032.000000 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -1050032 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1050197.750000 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -1050198 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1050319.375000 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -1050319 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1050427.500000 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -1050428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1050535.750000 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -1050536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1050659.125000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -1050659 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1050779.125000 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -1050779 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1050878.625000 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -1050879 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1050971.750000 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -1050972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1051049.750000 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -1051050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1051116.000000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -1051116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1051170.625000 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -1051171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1051218.375000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -1051218 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1051258.000000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -1051258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1051292.000000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -1051292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1051320.875000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -1051321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1051350.750000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -1051351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1051374.375000 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -1051374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1051394.625000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -1051395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1051404.875000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -1051405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1051417.500000 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -1051418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1051425.375000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -1051425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1051437.625000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -1051438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1051442.750000 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -1051443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1051446.375000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -1051446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1051454.125000 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -1051454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1051453.500000 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -1051454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1051456.500000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -1051456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1051461.000000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -1051461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1051461.250000 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -1051461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1051461.750000 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -1051462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1051465.750000 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -1051466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1051464.750000 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -1051465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1051465.875000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -1051466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1051466.875000 Penalty: 4474.413086
	Iteration 39Q: 3 clusters Score -1051467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1051469.625000 Penalty: 4474.413086
	Iteration 40F: 3 clusters Score -1051470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1051469.625000 Penalty: 4474.413086
	Iteration 41Q: 3 clusters Score -1051470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1051471.625000 Penalty: 4474.413086
	Iteration 42Q: 3 clusters Score -1051472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1051473.250000 Penalty: 4474.413086
	Iteration 43Q: 3 clusters Score -1051473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1051475.875000 Penalty: 4474.413086
	Iteration 44Q: 3 clusters Score -1051476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1051480.625000 Penalty: 4474.413086
	Iteration 45Q: 3 clusters Score -1051481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1051483.875000 Penalty: 4474.413086
	Iteration 46Q: 3 clusters Score -1051484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1051486.000000 Penalty: 4474.413086
	Iteration 47Q: 3 clusters Score -1051486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1051492.000000 Penalty: 4474.413086
	Iteration 48Q: 3 clusters Score -1051492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1051493.500000 Penalty: 4474.413086
	Iteration 49Q: 3 clusters Score -1051494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1051496.250000 Penalty: 4474.413086
	Iteration 50Q: 3 clusters Score -1051496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1051499.500000 Penalty: 4474.413086
	Iteration 51Q: 3 clusters Score -1051500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1051499.500000 Penalty: 4474.413086
	Iteration 52Q: 3 clusters Score -1051500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1051501.625000 Penalty: 4474.413086
	Iteration 53Q: 3 clusters Score -1051502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1051503.875000 Penalty: 4474.413086
	Iteration 54Q: 3 clusters Score -1051504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1051508.000000 Penalty: 4474.413086
	Iteration 55Q: 3 clusters Score -1051508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1051509.750000 Penalty: 4474.413086
	Iteration 56Q: 3 clusters Score -1051510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1051510.250000 Penalty: 4474.413086
	Iteration 57Q: 3 clusters Score -1051510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1051512.625000 Penalty: 4474.413086
	Iteration 58Q: 3 clusters Score -1051513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1051513.125000 Penalty: 4474.413086
	Iteration 59Q: 3 clusters Score -1051513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1051513.125000 Penalty: 4474.413086
	Iteration 60F: 3 clusters Score -1051513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -683496.312500 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -683496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -678552.500000 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -678552.5 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -679773.750000 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -679773.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -680000.437500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -680000.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -680135.437500 Penalty: 4292.467773
	Iteration 3Q: 3 clusters Score -680135.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -680220.875000 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -680220.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -680295.750000 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -680295.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -680379.687500 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -680379.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -680461.750000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -680461.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -680524.062500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -680524.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -680578.875000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -680578.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -680632.375000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -680632.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -680694.875000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -680694.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -680751.375000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -680751.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -680801.125000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -680801.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -680862.437500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -680862.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -680920.062500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -680920.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -680978.562500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -680978.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -681047.875000 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -681047.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -681104.125000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -681104.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -681166.187500 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -681166.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -681236.750000 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -681236.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -681304.062500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -681304.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -681359.375000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -681359.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -681413.000000 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -681413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -681469.687500 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -681469.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -681513.187500 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -681513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -681543.812500 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -681543.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -681577.812500 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -681577.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -681606.062500 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -681606.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -681629.875000 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -681629.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -681654.937500 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -681654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -681684.062500 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -681684.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -681711.187500 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -681711.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -681732.187500 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -681732.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -681748.750000 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -681748.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -681766.500000 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -681766.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -681786.562500 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -681786.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -681801.937500 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -681801.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -681810.812500 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -681810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -681824.187500 Penalty: 4292.467773
	Iteration 39Q: 3 clusters Score -681824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -681835.875000 Penalty: 4292.467773
	Iteration 40F: 3 clusters Score -681835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -681842.500000 Penalty: 4292.467773
	Iteration 41Q: 3 clusters Score -681842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -681846.687500 Penalty: 4292.467773
	Iteration 42Q: 3 clusters Score -681846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -681851.750000 Penalty: 4292.467773
	Iteration 43Q: 3 clusters Score -681851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -681853.312500 Penalty: 4292.467773
	Iteration 44Q: 3 clusters Score -681853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -681857.437500 Penalty: 4292.467773
	Iteration 45Q: 3 clusters Score -681857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -681859.875000 Penalty: 4292.467773
	Iteration 46Q: 3 clusters Score -681859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -681861.437500 Penalty: 4292.467773
	Iteration 47Q: 3 clusters Score -681861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -681863.437500 Penalty: 4292.467773
	Iteration 48Q: 3 clusters Score -681863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -681863.500000 Penalty: 4292.467773
	Iteration 49Q: 3 clusters Score -681863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -681865.250000 Penalty: 4292.467773
	Iteration 50Q: 3 clusters Score -681865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -681868.250000 Penalty: 4292.467773
	Iteration 51Q: 3 clusters Score -681868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -681869.375000 Penalty: 4292.467773
	Iteration 52Q: 3 clusters Score -681869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -681872.062500 Penalty: 4292.467773
	Iteration 53Q: 3 clusters Score -681872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -681872.562500 Penalty: 4292.467773
	Iteration 54Q: 3 clusters Score -681872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -681874.500000 Penalty: 4292.467773
	Iteration 55Q: 3 clusters Score -681874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -681876.250000 Penalty: 4292.467773
	Iteration 56Q: 3 clusters Score -681876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -681880.187500 Penalty: 4292.467773
	Iteration 57Q: 3 clusters Score -681880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -681893.625000 Penalty: 4292.467773
	Iteration 58Q: 3 clusters Score -681893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681900.000000 Penalty: 4292.467773
	Iteration 59Q: 3 clusters Score -681900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -681905.500000 Penalty: 4292.467773
	Iteration 60F: 3 clusters Score -681905.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -681909.875000 Penalty: 4292.467773
	Iteration 61Q: 3 clusters Score -681909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -681910.125000 Penalty: 4292.467773
	Iteration 62Q: 3 clusters Score -681910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -681910.937500 Penalty: 4292.467773
	Iteration 63Q: 3 clusters Score -681910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -681911.562500 Penalty: 4292.467773
	Iteration 64Q: 3 clusters Score -681911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -681913.437500 Penalty: 4292.467773
	Iteration 65Q: 3 clusters Score -681913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -681913.625000 Penalty: 4292.467773
	Iteration 66Q: 3 clusters Score -681913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -681914.375000 Penalty: 4292.467773
	Iteration 67Q: 3 clusters Score -681914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -681915.625000 Penalty: 4292.467773
	Iteration 68Q: 3 clusters Score -681915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -681916.500000 Penalty: 4292.467773
	Iteration 69Q: 3 clusters Score -681916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -681916.500000 Penalty: 4292.467773
	Iteration 70F: 3 clusters Score -681916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133237.390625 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133237.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133734.890625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133734.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133986.203125 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133986.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134186.796875 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134186.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134328.484375 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134328.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134385.390625 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134385.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134432.046875 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134454.921875 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134472.593750 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134480.421875 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134480.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134488.953125 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134499.781250 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134511.484375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134521.468750 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134538.515625 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -134538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134543.953125 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -134544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134548.453125 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -134548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134550.546875 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -134550.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134551.937500 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -134551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134553.984375 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -134554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134559.296875 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -134559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134570.218750 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -134570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134571.953125 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -134572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134574.000000 Penalty: 3513.360352
	Iteration 23F: 3 clusters Score -134574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134632.671875 Penalty: 3513.360352
	Iteration 24Q: 3 clusters Score -134632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134646.375000 Penalty: 3513.360352
	Iteration 25Q: 3 clusters Score -134646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134649.593750 Penalty: 3513.360352
	Iteration 26Q: 3 clusters Score -134649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134650.375000 Penalty: 3513.360352
	Iteration 27Q: 3 clusters Score -134650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134650.375000 Penalty: 3513.360352
	Iteration 28F: 3 clusters Score -134650.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23871.046875 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23871.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24100.302734 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24100.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24284.773438 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -24284.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24407.558594 Penalty: 2784.111572
	Iteration 3F: 3 clusters Score -24407.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24534.789062 Penalty: 2784.111572
	Iteration 4F: 3 clusters Score -24534.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24627.533203 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24627.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24692.080078 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24692.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24701.380859 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24701.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24730.447266 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24730.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24735.925781 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24735.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24736.011719 Penalty: 2784.111572
	Iteration 10F: 3 clusters Score -24736.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24788.832031 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -24788.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24823.464844 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -24823.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24829.623047 Penalty: 2784.111572
	Iteration 13Q: 3 clusters Score -24829.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24837.478516 Penalty: 2784.111572
	Iteration 14Q: 3 clusters Score -24837.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24837.478516 Penalty: 2784.111572
	Iteration 15F: 3 clusters Score -24837.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37895.714844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37895.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38052.816406 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -38052.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38086.742188 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38086.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38105.558594 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38105.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38113.941406 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38113.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38116.019531 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38116.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38116.019531 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -38116.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -856946.187500 Penalty: 2196.416748
	Iteration 0F: 2 clusters Score -856946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -851163.000000 Penalty: 4392.833496
	Iteration 0F: 3 clusters Score -851163 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -852774.875000 Penalty: 4392.833496
	Iteration 1F: 3 clusters Score -852774.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -853074.812500 Penalty: 4392.833496
	Iteration 2F: 3 clusters Score -853074.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -853299.562500 Penalty: 4392.833496
	Iteration 3F: 3 clusters Score -853299.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -853484.375000 Penalty: 4392.833496
	Iteration 4Q: 3 clusters Score -853484.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -853655.187500 Penalty: 4392.833496
	Iteration 5Q: 3 clusters Score -853655.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -853822.875000 Penalty: 4392.833496
	Iteration 6Q: 3 clusters Score -853822.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -853981.625000 Penalty: 4392.833496
	Iteration 7Q: 3 clusters Score -853981.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -854114.500000 Penalty: 4392.833496
	Iteration 8Q: 3 clusters Score -854114.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -854239.562500 Penalty: 4392.833496
	Iteration 9Q: 3 clusters Score -854239.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -854365.750000 Penalty: 4392.833496
	Iteration 10Q: 3 clusters Score -854365.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -854471.875000 Penalty: 4392.833496
	Iteration 11Q: 3 clusters Score -854471.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -854563.062500 Penalty: 4392.833496
	Iteration 12Q: 3 clusters Score -854563.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -854624.625000 Penalty: 4392.833496
	Iteration 13Q: 3 clusters Score -854624.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -854679.187500 Penalty: 4392.833496
	Iteration 14Q: 3 clusters Score -854679.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -854728.437500 Penalty: 4392.833496
	Iteration 15Q: 3 clusters Score -854728.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -854771.437500 Penalty: 4392.833496
	Iteration 16Q: 3 clusters Score -854771.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -854801.812500 Penalty: 4392.833496
	Iteration 17Q: 3 clusters Score -854801.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -854841.625000 Penalty: 4392.833496
	Iteration 18Q: 3 clusters Score -854841.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -854875.062500 Penalty: 4392.833496
	Iteration 19Q: 3 clusters Score -854875.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -854908.312500 Penalty: 4392.833496
	Iteration 20F: 3 clusters Score -854908.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -854943.500000 Penalty: 4392.833496
	Iteration 21Q: 3 clusters Score -854943.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -854979.250000 Penalty: 4392.833496
	Iteration 22Q: 3 clusters Score -854979.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -855013.687500 Penalty: 4392.833496
	Iteration 23Q: 3 clusters Score -855013.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -855052.812500 Penalty: 4392.833496
	Iteration 24Q: 3 clusters Score -855052.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -855084.437500 Penalty: 4392.833496
	Iteration 25Q: 3 clusters Score -855084.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -855111.625000 Penalty: 4392.833496
	Iteration 26Q: 3 clusters Score -855111.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -855133.937500 Penalty: 4392.833496
	Iteration 27Q: 3 clusters Score -855133.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -855152.062500 Penalty: 4392.833496
	Iteration 28Q: 3 clusters Score -855152.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -855166.812500 Penalty: 4392.833496
	Iteration 29Q: 3 clusters Score -855166.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -855173.187500 Penalty: 4392.833496
	Iteration 30Q: 3 clusters Score -855173.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -855182.125000 Penalty: 4392.833496
	Iteration 31Q: 3 clusters Score -855182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -855186.187500 Penalty: 4392.833496
	Iteration 32Q: 3 clusters Score -855186.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -855192.187500 Penalty: 4392.833496
	Iteration 33Q: 3 clusters Score -855192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -855196.500000 Penalty: 4392.833496
	Iteration 34Q: 3 clusters Score -855196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -855200.312500 Penalty: 4392.833496
	Iteration 35Q: 3 clusters Score -855200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -855202.375000 Penalty: 4392.833496
	Iteration 36Q: 3 clusters Score -855202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -855205.437500 Penalty: 4392.833496
	Iteration 37Q: 3 clusters Score -855205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -855214.062500 Penalty: 4392.833496
	Iteration 38Q: 3 clusters Score -855214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -855216.312500 Penalty: 4392.833496
	Iteration 39Q: 3 clusters Score -855216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -855217.312500 Penalty: 4392.833496
	Iteration 40F: 3 clusters Score -855217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -855218.437500 Penalty: 4392.833496
	Iteration 41Q: 3 clusters Score -855218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -855218.875000 Penalty: 4392.833496
	Iteration 42Q: 3 clusters Score -855218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -855220.937500 Penalty: 4392.833496
	Iteration 43Q: 3 clusters Score -855220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -855221.812500 Penalty: 4392.833496
	Iteration 44Q: 3 clusters Score -855221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -855223.750000 Penalty: 4392.833496
	Iteration 45Q: 3 clusters Score -855223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -855225.125000 Penalty: 4392.833496
	Iteration 46Q: 3 clusters Score -855225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -855229.125000 Penalty: 4392.833496
	Iteration 47Q: 3 clusters Score -855229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -855231.562500 Penalty: 4392.833496
	Iteration 48Q: 3 clusters Score -855231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -855231.437500 Penalty: 4392.833496
	Iteration 49Q: 3 clusters Score -855231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -855234.062500 Penalty: 4392.833496
	Iteration 50Q: 3 clusters Score -855234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -855234.562500 Penalty: 4392.833496
	Iteration 51Q: 3 clusters Score -855234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -855234.562500 Penalty: 4392.833496
	Iteration 52F: 3 clusters Score -855234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (164205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Entering Unmasked Estep 
Score: -20665258.000000 Penalty: 2978.199951
	Iteration 0F: 2 clusters Score -2.066526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -20555842.000000 Penalty: 5956.399902
	Iteration 0F: 3 clusters Score -2.055584e+07 nChanged 78584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -20602234.000000 Penalty: 5956.399902
	Iteration 1F: 3 clusters Score -2.060223e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -20604064.000000 Penalty: 5956.399902
	Iteration 2Q: 3 clusters Score -2.060406e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -20606676.000000 Penalty: 5956.399902
	Iteration 3Q: 3 clusters Score -2.060668e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -20610382.000000 Penalty: 5956.399902
	Iteration 4Q: 3 clusters Score -2.061038e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -20615562.000000 Penalty: 5956.399902
	Iteration 5F: 3 clusters Score -2.061556e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -20622232.000000 Penalty: 5956.399902
	Iteration 6F: 3 clusters Score -2.062223e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -20629838.000000 Penalty: 5956.399902
	Iteration 7F: 3 clusters Score -2.062984e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -20636622.000000 Penalty: 5956.399902
	Iteration 8F: 3 clusters Score -2.063662e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -20641756.000000 Penalty: 5956.399902
	Iteration 9Q: 3 clusters Score -2.064176e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123092 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -20644786.000000 Penalty: 5956.399902
	Iteration 10Q: 3 clusters Score -2.064479e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -20646942.000000 Penalty: 5956.399902
	Iteration 11Q: 3 clusters Score -2.064694e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130546 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -20648510.000000 Penalty: 5956.399902
	Iteration 12Q: 3 clusters Score -2.064851e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -20650132.000000 Penalty: 5956.399902
	Iteration 13Q: 3 clusters Score -2.065013e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -20651530.000000 Penalty: 5956.399902
	Iteration 14Q: 3 clusters Score -2.065153e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140963 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -20652854.000000 Penalty: 5956.399902
	Iteration 15Q: 3 clusters Score -2.065285e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144089 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -20654382.000000 Penalty: 5956.399902
	Iteration 16Q: 3 clusters Score -2.065438e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -20655826.000000 Penalty: 5956.399902
	Iteration 17Q: 3 clusters Score -2.065583e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -20656948.000000 Penalty: 5956.399902
	Iteration 18Q: 3 clusters Score -2.065695e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -20658162.000000 Penalty: 5956.399902
	Iteration 19Q: 3 clusters Score -2.065816e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -20659196.000000 Penalty: 5956.399902
	Iteration 20F: 3 clusters Score -2.06592e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -20660190.000000 Penalty: 5956.399902
	Iteration 21Q: 3 clusters Score -2.066019e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -20661002.000000 Penalty: 5956.399902
	Iteration 22Q: 3 clusters Score -2.0661e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -20661644.000000 Penalty: 5956.399902
	Iteration 23Q: 3 clusters Score -2.066164e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -20662118.000000 Penalty: 5956.399902
	Iteration 24Q: 3 clusters Score -2.066212e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -20662406.000000 Penalty: 5956.399902
	Iteration 25Q: 3 clusters Score -2.066241e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -20662546.000000 Penalty: 5956.399902
	Iteration 26Q: 3 clusters Score -2.066255e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -20662696.000000 Penalty: 5956.399902
	Iteration 27Q: 3 clusters Score -2.06627e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -20662816.000000 Penalty: 5956.399902
	Iteration 28Q: 3 clusters Score -2.066282e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159847 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -20662868.000000 Penalty: 5956.399902
	Iteration 29Q: 3 clusters Score -2.066287e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160003 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -20662914.000000 Penalty: 5956.399902
	Iteration 30Q: 3 clusters Score -2.066291e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -20662924.000000 Penalty: 5956.399902
	Iteration 31Q: 3 clusters Score -2.066292e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -20662950.000000 Penalty: 5956.399902
	Iteration 32Q: 3 clusters Score -2.066295e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -20662988.000000 Penalty: 5956.399902
	Iteration 33Q: 3 clusters Score -2.066299e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160391 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -20663000.000000 Penalty: 5956.399902
	Iteration 34Q: 3 clusters Score -2.0663e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20662992.000000 Penalty: 5956.399902
	Iteration 35Q: 3 clusters Score -2.066299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20663008.000000 Penalty: 5956.399902
	Iteration 36Q: 3 clusters Score -2.066301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20662996.000000 Penalty: 5956.399902
	Iteration 37Q: 3 clusters Score -2.0663e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -20663022.000000 Penalty: 5956.399902
	Iteration 38Q: 3 clusters Score -2.066302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -20663032.000000 Penalty: 5956.399902
	Iteration 39Q: 3 clusters Score -2.066303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -20663024.000000 Penalty: 5956.399902
	Iteration 40F: 3 clusters Score -2.066302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -20663016.000000 Penalty: 5956.399902
	Iteration 41Q: 3 clusters Score -2.066302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -20663030.000000 Penalty: 5956.399902
	Iteration 42Q: 3 clusters Score -2.066303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160696 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -20663050.000000 Penalty: 5956.399902
	Iteration 43Q: 3 clusters Score -2.066305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -20663054.000000 Penalty: 5956.399902
	Iteration 44Q: 3 clusters Score -2.066305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160735 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -20663070.000000 Penalty: 5956.399902
	Iteration 45Q: 3 clusters Score -2.066307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -20663070.000000 Penalty: 5956.399902
	Iteration 46Q: 3 clusters Score -2.066307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20663078.000000 Penalty: 5956.399902
	Iteration 47Q: 3 clusters Score -2.066308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20663050.000000 Penalty: 5956.399902
	Iteration 48Q: 3 clusters Score -2.066305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20663060.000000 Penalty: 5956.399902
	Iteration 49Q: 3 clusters Score -2.066306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -20663092.000000 Penalty: 5956.399902
	Iteration 50Q: 3 clusters Score -2.066309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160848 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -20663096.000000 Penalty: 5956.399902
	Iteration 51Q: 3 clusters Score -2.06631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -20663086.000000 Penalty: 5956.399902
	Iteration 52Q: 3 clusters Score -2.066309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20663110.000000 Penalty: 5956.399902
	Iteration 53Q: 3 clusters Score -2.066311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20663122.000000 Penalty: 5956.399902
	Iteration 54Q: 3 clusters Score -2.066312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160924 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20663112.000000 Penalty: 5956.399902
	Iteration 55Q: 3 clusters Score -2.066311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -20663144.000000 Penalty: 5956.399902
	Iteration 56Q: 3 clusters Score -2.066314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -20663130.000000 Penalty: 5956.399902
	Iteration 57Q: 3 clusters Score -2.066313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -20663134.000000 Penalty: 5956.399902
	Iteration 58Q: 3 clusters Score -2.066313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -20663122.000000 Penalty: 5956.399902
	Iteration 59Q: 3 clusters Score -2.066312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -20663110.000000 Penalty: 5956.399902
	Iteration 60F: 3 clusters Score -2.066311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160985 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -20663110.000000 Penalty: 5956.399902
	Iteration 61Q: 3 clusters Score -2.066311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20663096.000000 Penalty: 5956.399902
	Iteration 62Q: 3 clusters Score -2.06631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -20663102.000000 Penalty: 5956.399902
	Iteration 63Q: 3 clusters Score -2.06631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -20663088.000000 Penalty: 5956.399902
	Iteration 64Q: 3 clusters Score -2.066309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -20663114.000000 Penalty: 5956.399902
	Iteration 65Q: 3 clusters Score -2.066311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20663122.000000 Penalty: 5956.399902
	Iteration 66Q: 3 clusters Score -2.066312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20663098.000000 Penalty: 5956.399902
	Iteration 67Q: 3 clusters Score -2.06631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -20663108.000000 Penalty: 5956.399902
	Iteration 68Q: 3 clusters Score -2.066311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -20663110.000000 Penalty: 5956.399902
	Iteration 69Q: 3 clusters Score -2.066311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161099 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -20663102.000000 Penalty: 5956.399902
	Iteration 70Q: 3 clusters Score -2.06631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -20663116.000000 Penalty: 5956.399902
	Iteration 71Q: 3 clusters Score -2.066312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161121 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -20663128.000000 Penalty: 5956.399902
	Iteration 72Q: 3 clusters Score -2.066313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20663142.000000 Penalty: 5956.399902
	Iteration 73Q: 3 clusters Score -2.066314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161130 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -20663140.000000 Penalty: 5956.399902
	Iteration 74Q: 3 clusters Score -2.066314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161132 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -20663140.000000 Penalty: 5956.399902
	Iteration 75Q: 3 clusters Score -2.066314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161132 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -20663134.000000 Penalty: 5956.399902
	Iteration 76Q: 3 clusters Score -2.066313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20663138.000000 Penalty: 5956.399902
	Iteration 77Q: 3 clusters Score -2.066314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -20663134.000000 Penalty: 5956.399902
	Iteration 78Q: 3 clusters Score -2.066313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -20663122.000000 Penalty: 5956.399902
	Iteration 79Q: 3 clusters Score -2.066312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161141 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20663120.000000 Penalty: 5956.399902
	Iteration 80F: 3 clusters Score -2.066312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20663114.000000 Penalty: 5956.399902
	Iteration 81Q: 3 clusters Score -2.066311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20663104.000000 Penalty: 5956.399902
	Iteration 82Q: 3 clusters Score -2.06631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20663100.000000 Penalty: 5956.399902
	Iteration 83Q: 3 clusters Score -2.06631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20663106.000000 Penalty: 5956.399902
	Iteration 84Q: 3 clusters Score -2.066311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20663106.000000 Penalty: 5956.399902
	Iteration 85F: 3 clusters Score -2.066311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18348.197266 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18348.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18496.339844 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18496.34 nChanged 6
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: -18522.892578 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18522.89 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: -18536.376953 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18536.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18588.332031 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18588.33 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: -18594.058594 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -18594.06 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: -18594.058594 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -18594.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -693392.875000 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -693392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -688046.937500 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -688046.9 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -689625.687500 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -689625.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -690028.187500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -690028.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -690341.625000 Penalty: 4341.202148
	Iteration 3F: 3 clusters Score -690341.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -690637.187500 Penalty: 4341.202148
	Iteration 4F: 3 clusters Score -690637.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -690878.000000 Penalty: 4341.202148
	Iteration 5F: 3 clusters Score -690878 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -691076.312500 Penalty: 4341.202148
	Iteration 6Q: 3 clusters Score -691076.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -691206.312500 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -691206.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -691323.250000 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -691323.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -691417.500000 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -691417.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -691491.750000 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -691491.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -691558.250000 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -691558.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -691626.250000 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -691626.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -691680.750000 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -691680.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -691736.812500 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -691736.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -691774.500000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -691774.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -691800.125000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -691800.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -691815.875000 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -691815.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -691828.500000 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -691828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -691839.812500 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -691839.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -691852.000000 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -691852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -691861.562500 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -691861.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -691872.625000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -691872.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -691891.000000 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -691891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -691905.125000 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -691905.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -691917.437500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -691917.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -691929.750000 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -691929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -691941.812500 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -691941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -691952.687500 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -691952.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -691961.250000 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -691961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -691972.375000 Penalty: 4341.202148
	Iteration 30Q: 3 clusters Score -691972.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -691984.000000 Penalty: 4341.202148
	Iteration 31Q: 3 clusters Score -691984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -691991.687500 Penalty: 4341.202148
	Iteration 32Q: 3 clusters Score -691991.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -691998.875000 Penalty: 4341.202148
	Iteration 33Q: 3 clusters Score -691998.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -692012.250000 Penalty: 4341.202148
	Iteration 34Q: 3 clusters Score -692012.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -692022.437500 Penalty: 4341.202148
	Iteration 35Q: 3 clusters Score -692022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -692036.500000 Penalty: 4341.202148
	Iteration 36Q: 3 clusters Score -692036.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -692048.500000 Penalty: 4341.202148
	Iteration 37Q: 3 clusters Score -692048.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -692060.875000 Penalty: 4341.202148
	Iteration 38Q: 3 clusters Score -692060.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -692074.625000 Penalty: 4341.202148
	Iteration 39Q: 3 clusters Score -692074.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -692097.062500 Penalty: 4341.202148
	Iteration 40F: 3 clusters Score -692097.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -692118.750000 Penalty: 4341.202148
	Iteration 41Q: 3 clusters Score -692118.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -692148.500000 Penalty: 4341.202148
	Iteration 42Q: 3 clusters Score -692148.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -692181.437500 Penalty: 4341.202148
	Iteration 43Q: 3 clusters Score -692181.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -692210.812500 Penalty: 4341.202148
	Iteration 44Q: 3 clusters Score -692210.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -692246.562500 Penalty: 4341.202148
	Iteration 45Q: 3 clusters Score -692246.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -692287.750000 Penalty: 4341.202148
	Iteration 46Q: 3 clusters Score -692287.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -692340.750000 Penalty: 4341.202148
	Iteration 47Q: 3 clusters Score -692340.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -692392.062500 Penalty: 4341.202148
	Iteration 48Q: 3 clusters Score -692392.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -692451.625000 Penalty: 4341.202148
	Iteration 49Q: 3 clusters Score -692451.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -692498.875000 Penalty: 4341.202148
	Iteration 50Q: 3 clusters Score -692498.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -692537.375000 Penalty: 4341.202148
	Iteration 51Q: 3 clusters Score -692537.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -692574.125000 Penalty: 4341.202148
	Iteration 52Q: 3 clusters Score -692574.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -692603.187500 Penalty: 4341.202148
	Iteration 53Q: 3 clusters Score -692603.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -692626.062500 Penalty: 4341.202148
	Iteration 54Q: 3 clusters Score -692626.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -692654.875000 Penalty: 4341.202148
	Iteration 55Q: 3 clusters Score -692654.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -692682.250000 Penalty: 4341.202148
	Iteration 56Q: 3 clusters Score -692682.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -692695.500000 Penalty: 4341.202148
	Iteration 57Q: 3 clusters Score -692695.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -692701.625000 Penalty: 4341.202148
	Iteration 58Q: 3 clusters Score -692701.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -692708.750000 Penalty: 4341.202148
	Iteration 59Q: 3 clusters Score -692708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -692713.312500 Penalty: 4341.202148
	Iteration 60F: 3 clusters Score -692713.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -692722.125000 Penalty: 4341.202148
	Iteration 61Q: 3 clusters Score -692722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -692725.875000 Penalty: 4341.202148
	Iteration 62Q: 3 clusters Score -692725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -692727.375000 Penalty: 4341.202148
	Iteration 63Q: 3 clusters Score -692727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -692731.312500 Penalty: 4341.202148
	Iteration 64Q: 3 clusters Score -692731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -692732.875000 Penalty: 4341.202148
	Iteration 65Q: 3 clusters Score -692732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -692732.312500 Penalty: 4341.202148
	Iteration 66Q: 3 clusters Score -692732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -692732.625000 Penalty: 4341.202148
	Iteration 67Q: 3 clusters Score -692732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -692734.000000 Penalty: 4341.202148
	Iteration 68Q: 3 clusters Score -692734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -692736.062500 Penalty: 4341.202148
	Iteration 69Q: 3 clusters Score -692736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -692736.375000 Penalty: 4341.202148
	Iteration 70Q: 3 clusters Score -692736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -692736.937500 Penalty: 4341.202148
	Iteration 71Q: 3 clusters Score -692736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -692736.937500 Penalty: 4341.202148
	Iteration 72Q: 3 clusters Score -692736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -692737.812500 Penalty: 4341.202148
	Iteration 73Q: 3 clusters Score -692737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -692737.937500 Penalty: 4341.202148
	Iteration 74Q: 3 clusters Score -692737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -692738.125000 Penalty: 4341.202148
	Iteration 75Q: 3 clusters Score -692738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -692739.062500 Penalty: 4341.202148
	Iteration 76Q: 3 clusters Score -692739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -692738.687500 Penalty: 4341.202148
	Iteration 77Q: 3 clusters Score -692738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -692738.687500 Penalty: 4341.202148
	Iteration 78F: 3 clusters Score -692738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -252723.109375 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -252723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -250174.218750 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -250174.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -251501.046875 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -251501 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -252190.921875 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -252190.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -252708.609375 Penalty: 3837.208252
	Iteration 3F: 3 clusters Score -252708.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -253013.187500 Penalty: 3837.208252
	Iteration 4F: 3 clusters Score -253013.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -253174.906250 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -253174.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -253244.718750 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -253244.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -253281.156250 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -253281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -253297.281250 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -253297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -253302.625000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -253302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -253308.718750 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -253308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -253310.031250 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -253310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -253315.437500 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -253315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -253329.343750 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -253329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -253337.718750 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -253337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -253343.375000 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -253343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -253346.343750 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -253346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -253346.343750 Penalty: 3837.208252
	Iteration 17F: 3 clusters Score -253346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 124853 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 244769 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150061 members 
Mstep: Class 22 contains 33816 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17661 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164205 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 400 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44055 members 
Mstep: Class 49 contains 1890 members 
Entering Unmasked Estep 
Score: -142012336.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142013280.000000 to -142012336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -836838.250000 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -836838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -830821.937500 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -830821.9 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -832569.437500 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -832569.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -832957.875000 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -832957.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -833245.625000 Penalty: 4411.892090
	Iteration 3F: 3 clusters Score -833245.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -833466.062500 Penalty: 4411.892090
	Iteration 4Q: 3 clusters Score -833466.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -833642.812500 Penalty: 4411.892090
	Iteration 5Q: 3 clusters Score -833642.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -833764.000000 Penalty: 4411.892090
	Iteration 6Q: 3 clusters Score -833764 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -833867.250000 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -833867.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -833965.750000 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -833965.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -834051.750000 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -834051.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -834116.187500 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -834116.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -834174.250000 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -834174.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -834214.000000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -834214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -834250.312500 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -834250.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -834279.000000 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -834279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -834302.937500 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -834302.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -834323.750000 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -834323.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -834340.187500 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -834340.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -834355.312500 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -834355.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -834368.187500 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -834368.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -834383.562500 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -834383.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -834397.687500 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -834397.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -834416.500000 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -834416.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -834432.250000 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -834432.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -834449.937500 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -834449.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -834465.312500 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -834465.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -834482.000000 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -834482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -834498.125000 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -834498.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -834508.125000 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -834508.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -834520.187500 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -834520.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -834533.250000 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -834533.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -834546.437500 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -834546.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -834558.687500 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -834558.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -834567.437500 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -834567.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -834574.312500 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -834574.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -834582.000000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -834582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -834586.000000 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -834586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -834592.000000 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -834592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -834600.312500 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -834600.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -834604.437500 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -834604.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -834609.750000 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -834609.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -834611.937500 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -834611.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -834615.500000 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -834615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -834616.437500 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -834616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -834620.125000 Penalty: 4411.892090
	Iteration 44Q: 3 clusters Score -834620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -834623.000000 Penalty: 4411.892090
	Iteration 45Q: 3 clusters Score -834623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -834628.375000 Penalty: 4411.892090
	Iteration 46Q: 3 clusters Score -834628.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -834632.187500 Penalty: 4411.892090
	Iteration 47Q: 3 clusters Score -834632.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -834638.312500 Penalty: 4411.892090
	Iteration 48Q: 3 clusters Score -834638.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -834642.625000 Penalty: 4411.892090
	Iteration 49Q: 3 clusters Score -834642.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -834650.500000 Penalty: 4411.892090
	Iteration 50Q: 3 clusters Score -834650.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -834659.812500 Penalty: 4411.892090
	Iteration 51Q: 3 clusters Score -834659.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -834669.000000 Penalty: 4411.892090
	Iteration 52Q: 3 clusters Score -834669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -834678.187500 Penalty: 4411.892090
	Iteration 53Q: 3 clusters Score -834678.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -834693.125000 Penalty: 4411.892090
	Iteration 54Q: 3 clusters Score -834693.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -834714.187500 Penalty: 4411.892090
	Iteration 55Q: 3 clusters Score -834714.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -834732.500000 Penalty: 4411.892090
	Iteration 56Q: 3 clusters Score -834732.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -834746.000000 Penalty: 4411.892090
	Iteration 57Q: 3 clusters Score -834746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -834755.500000 Penalty: 4411.892090
	Iteration 58Q: 3 clusters Score -834755.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -834772.937500 Penalty: 4411.892090
	Iteration 59Q: 3 clusters Score -834772.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -834789.062500 Penalty: 4411.892090
	Iteration 60F: 3 clusters Score -834789.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -834803.625000 Penalty: 4411.892090
	Iteration 61Q: 3 clusters Score -834803.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -834822.187500 Penalty: 4411.892090
	Iteration 62Q: 3 clusters Score -834822.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -834836.375000 Penalty: 4411.892090
	Iteration 63Q: 3 clusters Score -834836.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -834849.250000 Penalty: 4411.892090
	Iteration 64Q: 3 clusters Score -834849.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -834863.000000 Penalty: 4411.892090
	Iteration 65Q: 3 clusters Score -834863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -834875.687500 Penalty: 4411.892090
	Iteration 66Q: 3 clusters Score -834875.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -834888.312500 Penalty: 4411.892090
	Iteration 67Q: 3 clusters Score -834888.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -834903.750000 Penalty: 4411.892090
	Iteration 68Q: 3 clusters Score -834903.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -834922.000000 Penalty: 4411.892090
	Iteration 69Q: 3 clusters Score -834922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -834947.875000 Penalty: 4411.892090
	Iteration 70Q: 3 clusters Score -834947.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -834979.062500 Penalty: 4411.892090
	Iteration 71Q: 3 clusters Score -834979.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -835004.000000 Penalty: 4411.892090
	Iteration 72Q: 3 clusters Score -835004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -835018.312500 Penalty: 4411.892090
	Iteration 73Q: 3 clusters Score -835018.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -835028.312500 Penalty: 4411.892090
	Iteration 74Q: 3 clusters Score -835028.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -835039.312500 Penalty: 4411.892090
	Iteration 75Q: 3 clusters Score -835039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -835048.000000 Penalty: 4411.892090
	Iteration 76Q: 3 clusters Score -835048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -835056.500000 Penalty: 4411.892090
	Iteration 77Q: 3 clusters Score -835056.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -835066.000000 Penalty: 4411.892090
	Iteration 78Q: 3 clusters Score -835066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -835074.250000 Penalty: 4411.892090
	Iteration 79Q: 3 clusters Score -835074.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -835082.500000 Penalty: 4411.892090
	Iteration 80F: 3 clusters Score -835082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -835087.062500 Penalty: 4411.892090
	Iteration 81Q: 3 clusters Score -835087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -835095.250000 Penalty: 4411.892090
	Iteration 82Q: 3 clusters Score -835095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -835101.187500 Penalty: 4411.892090
	Iteration 83Q: 3 clusters Score -835101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -835110.687500 Penalty: 4411.892090
	Iteration 84Q: 3 clusters Score -835110.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -835116.500000 Penalty: 4411.892090
	Iteration 85Q: 3 clusters Score -835116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -835121.312500 Penalty: 4411.892090
	Iteration 86Q: 3 clusters Score -835121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -835124.750000 Penalty: 4411.892090
	Iteration 87Q: 3 clusters Score -835124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -835129.062500 Penalty: 4411.892090
	Iteration 88Q: 3 clusters Score -835129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -835134.062500 Penalty: 4411.892090
	Iteration 89Q: 3 clusters Score -835134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -835139.875000 Penalty: 4411.892090
	Iteration 90Q: 3 clusters Score -835139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -835141.250000 Penalty: 4411.892090
	Iteration 91Q: 3 clusters Score -835141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -835145.312500 Penalty: 4411.892090
	Iteration 92Q: 3 clusters Score -835145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -835146.000000 Penalty: 4411.892090
	Iteration 93Q: 3 clusters Score -835146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -835148.250000 Penalty: 4411.892090
	Iteration 94Q: 3 clusters Score -835148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -835148.250000 Penalty: 4411.892090
	Iteration 95F: 3 clusters Score -835148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14914.248047 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14914.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15024.760742 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15024.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15074.156250 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15074.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15085.660156 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15085.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15085.660156 Penalty: 2610.294189
	Iteration 4F: 3 clusters Score -15085.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -196117.796875 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -196117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193707.078125 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -193707.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194120.375000 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -194120.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194223.953125 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -194224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -194271.296875 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -194271.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194307.765625 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -194307.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -194333.984375 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -194334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -194355.359375 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -194355.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194376.703125 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -194376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -194390.734375 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -194390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194399.750000 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -194399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194405.781250 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -194405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -194410.218750 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -194410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194413.140625 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -194413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194414.390625 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -194414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -194415.750000 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -194415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194417.546875 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -194417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194418.093750 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -194418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194419.406250 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -194419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194419.406250 Penalty: 3671.918213
	Iteration 18F: 3 clusters Score -194419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 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 235 members 
Entering Unmasked Estep 
Score: -49903.632812 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49903.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50108.101562 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50160.359375 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50160.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50187.070312 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50187.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50191.437500 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50191.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50193.878906 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50193.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50194.953125 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50194.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50197.648438 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50197.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50197.648438 Penalty: 3052.809570
	Iteration 8F: 3 clusters Score -50197.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (44055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Entering Unmasked Estep 
Score: -5436076.000000 Penalty: 2651.912109
	Iteration 0F: 2 clusters Score -5436076 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 21942 members 
Entering Unmasked Estep 
Score: -5406318.500000 Penalty: 5303.824219
	Iteration 0F: 3 clusters Score -5406318 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5417711.500000 Penalty: 5303.824219
	Iteration 1F: 3 clusters Score -5417712 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5418299.000000 Penalty: 5303.824219
	Iteration 2Q: 3 clusters Score -5418299 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5418945.000000 Penalty: 5303.824219
	Iteration 3Q: 3 clusters Score -5418945 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5419593.500000 Penalty: 5303.824219
	Iteration 4Q: 3 clusters Score -5419594 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5420449.000000 Penalty: 5303.824219
	Iteration 5Q: 3 clusters Score -5420449 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5421511.500000 Penalty: 5303.824219
	Iteration 6Q: 3 clusters Score -5421512 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5422734.000000 Penalty: 5303.824219
	Iteration 7Q: 3 clusters Score -5422734 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -5424075.500000 Penalty: 5303.824219
	Iteration 8Q: 3 clusters Score -5424076 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -5425415.000000 Penalty: 5303.824219
	Iteration 9Q: 3 clusters Score -5425415 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5426666.500000 Penalty: 5303.824219
	Iteration 10Q: 3 clusters Score -5426666 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -5427799.500000 Penalty: 5303.824219
	Iteration 11Q: 3 clusters Score -5427800 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -5428632.500000 Penalty: 5303.824219
	Iteration 12Q: 3 clusters Score -5428632 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5429324.000000 Penalty: 5303.824219
	Iteration 13Q: 3 clusters Score -5429324 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5429883.000000 Penalty: 5303.824219
	Iteration 14Q: 3 clusters Score -5429883 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5430406.500000 Penalty: 5303.824219
	Iteration 15Q: 3 clusters Score -5430406 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5430874.500000 Penalty: 5303.824219
	Iteration 16Q: 3 clusters Score -5430874 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5431392.000000 Penalty: 5303.824219
	Iteration 17Q: 3 clusters Score -5431392 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5431803.000000 Penalty: 5303.824219
	Iteration 18Q: 3 clusters Score -5431803 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5432193.500000 Penalty: 5303.824219
	Iteration 19Q: 3 clusters Score -5432194 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5432576.000000 Penalty: 5303.824219
	Iteration 20F: 3 clusters Score -5432576 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5432873.500000 Penalty: 5303.824219
	Iteration 21Q: 3 clusters Score -5432874 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5433132.000000 Penalty: 5303.824219
	Iteration 22Q: 3 clusters Score -5433132 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5433334.000000 Penalty: 5303.824219
	Iteration 23Q: 3 clusters Score -5433334 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5433450.000000 Penalty: 5303.824219
	Iteration 24Q: 3 clusters Score -5433450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5433534.500000 Penalty: 5303.824219
	Iteration 25Q: 3 clusters Score -5433534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5433598.500000 Penalty: 5303.824219
	Iteration 26Q: 3 clusters Score -5433598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5433669.500000 Penalty: 5303.824219
	Iteration 27Q: 3 clusters Score -5433670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5433709.500000 Penalty: 5303.824219
	Iteration 28Q: 3 clusters Score -5433710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5433738.500000 Penalty: 5303.824219
	Iteration 29Q: 3 clusters Score -5433738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5433773.500000 Penalty: 5303.824219
	Iteration 30Q: 3 clusters Score -5433774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5433805.500000 Penalty: 5303.824219
	Iteration 31Q: 3 clusters Score -5433806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5433828.500000 Penalty: 5303.824219
	Iteration 32Q: 3 clusters Score -5433828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5433863.000000 Penalty: 5303.824219
	Iteration 33Q: 3 clusters Score -5433863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5433876.000000 Penalty: 5303.824219
	Iteration 34Q: 3 clusters Score -5433876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5433890.000000 Penalty: 5303.824219
	Iteration 35Q: 3 clusters Score -5433890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5433893.500000 Penalty: 5303.824219
	Iteration 36Q: 3 clusters Score -5433894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5433904.500000 Penalty: 5303.824219
	Iteration 37Q: 3 clusters Score -5433904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5433913.000000 Penalty: 5303.824219
	Iteration 38Q: 3 clusters Score -5433913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5433915.500000 Penalty: 5303.824219
	Iteration 39Q: 3 clusters Score -5433916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5433920.500000 Penalty: 5303.824219
	Iteration 40F: 3 clusters Score -5433920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5433919.500000 Penalty: 5303.824219
	Iteration 41Q: 3 clusters Score -5433920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5433919.500000 Penalty: 5303.824219
	Iteration 42Q: 3 clusters Score -5433920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5433917.500000 Penalty: 5303.824219
	Iteration 43Q: 3 clusters Score -5433918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5433913.500000 Penalty: 5303.824219
	Iteration 44Q: 3 clusters Score -5433914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5433922.500000 Penalty: 5303.824219
	Iteration 45Q: 3 clusters Score -5433922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5433918.500000 Penalty: 5303.824219
	Iteration 46Q: 3 clusters Score -5433918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5433923.500000 Penalty: 5303.824219
	Iteration 47Q: 3 clusters Score -5433924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5433920.500000 Penalty: 5303.824219
	Iteration 48Q: 3 clusters Score -5433920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5433922.500000 Penalty: 5303.824219
	Iteration 49Q: 3 clusters Score -5433922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5433922.500000 Penalty: 5303.824219
	Iteration 50F: 3 clusters Score -5433922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51523 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 124853 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 244769 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150061 members 
Mstep: Class 22 contains 33816 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39603 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19136 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17661 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8275 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 164205 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013168.000000 Penalty: 166335.640625
Iteration 279Q: 49 clusters Score -1.420132e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51512 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 124812 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40017 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36572 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25438 members 
Mstep: Class 19 contains 245110 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150070 members 
Mstep: Class 22 contains 33806 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39594 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19127 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12984 members 
Mstep: Class 30 contains 4355 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17669 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8279 members 
Mstep: Class 35 contains 5735 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 163893 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7295 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013120.000000 Penalty: 166335.640625
Iteration 280F: 49 clusters Score -1.420131e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51496 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 124743 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40017 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25430 members 
Mstep: Class 19 contains 245450 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150084 members 
Mstep: Class 22 contains 33800 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39585 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19120 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 12985 members 
Mstep: Class 30 contains 4353 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17675 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8284 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 163593 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6325 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7291 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013008.000000 Penalty: 166335.640625
Iteration 281Q: 49 clusters Score -1.42013e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51490 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 124679 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25419 members 
Mstep: Class 19 contains 245803 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150098 members 
Mstep: Class 22 contains 33790 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39578 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19116 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 5527 members 
Mstep: Class 32 contains 17678 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8283 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 163291 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6325 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7291 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013200.000000 Penalty: 166335.640625
Iteration 282Q: 49 clusters Score -1.420132e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51476 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 124608 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36579 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 246151 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150122 members 
Mstep: Class 22 contains 33788 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39574 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19115 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 4351 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17681 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 163007 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6325 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7289 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013264.000000 Penalty: 166335.640625
Iteration 283Q: 49 clusters Score -1.420133e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51462 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5265 members 
Mstep: Class 8 contains 124551 members 
Mstep: Class 9 contains 28627 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25400 members 
Mstep: Class 19 contains 246493 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150137 members 
Mstep: Class 22 contains 33777 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39569 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 4349 members 
Mstep: Class 31 contains 5530 members 
Mstep: Class 32 contains 17684 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8285 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 162723 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6325 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7286 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013056.000000 Penalty: 166335.640625
Iteration 284Q: 49 clusters Score -1.420131e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51455 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 124467 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40017 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9757 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25387 members 
Mstep: Class 19 contains 246853 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150153 members 
Mstep: Class 22 contains 33776 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39561 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19105 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 4345 members 
Mstep: Class 31 contains 5531 members 
Mstep: Class 32 contains 17687 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8288 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 162428 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7285 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 285Q: 49 clusters Score -1.420131e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51442 members 
Mstep: Class 3 contains 6658 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5270 members 
Mstep: Class 8 contains 124381 members 
Mstep: Class 9 contains 28627 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40013 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 247244 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150170 members 
Mstep: Class 22 contains 33767 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39558 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19097 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 4340 members 
Mstep: Class 31 contains 5534 members 
Mstep: Class 32 contains 17692 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5742 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 162135 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6328 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7284 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013184.000000 Penalty: 166335.640625
Iteration 286Q: 49 clusters Score -1.420132e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51416 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5274 members 
Mstep: Class 8 contains 124292 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14500 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 9744 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 247652 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 150179 members 
Mstep: Class 22 contains 33758 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39552 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19092 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12989 members 
Mstep: Class 30 contains 4336 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 17695 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5743 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 161844 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6330 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7280 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013200.000000 Penalty: 166335.640625
Iteration 287Q: 49 clusters Score -1.420132e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51396 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 124195 members 
Mstep: Class 9 contains 28626 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36579 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25363 members 
Mstep: Class 19 contains 248065 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 150193 members 
Mstep: Class 22 contains 33763 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39545 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19093 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11095 members 
Mstep: Class 29 contains 12990 members 
Mstep: Class 30 contains 4330 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 17704 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5747 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 161531 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6332 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7276 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 288Q: 49 clusters Score -1.420131e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51387 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 124101 members 
Mstep: Class 9 contains 28625 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40007 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36582 members 
Mstep: Class 15 contains 9727 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25355 members 
Mstep: Class 19 contains 248461 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 150209 members 
Mstep: Class 22 contains 33763 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39530 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19094 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 12993 members 
Mstep: Class 30 contains 4326 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 17709 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5755 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 161210 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6332 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7272 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013168.000000 Penalty: 166335.640625
Iteration 289Q: 49 clusters Score -1.420132e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51384 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 8 contains 123995 members 
Mstep: Class 9 contains 28625 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36584 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25355 members 
Mstep: Class 19 contains 248858 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 150221 members 
Mstep: Class 22 contains 33754 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39519 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19095 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 5533 members 
Mstep: Class 32 contains 17714 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8296 members 
Mstep: Class 35 contains 5758 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 160899 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6334 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7268 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013328.000000 Penalty: 166335.640625
Iteration 290Q: 49 clusters Score -1.420133e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51371 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 123907 members 
Mstep: Class 9 contains 28620 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36587 members 
Mstep: Class 15 contains 9719 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25356 members 
Mstep: Class 19 contains 249224 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 150234 members 
Mstep: Class 22 contains 33750 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39508 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19094 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 4319 members 
Mstep: Class 31 contains 5533 members 
Mstep: Class 32 contains 17716 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8296 members 
Mstep: Class 35 contains 5760 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 160610 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6338 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7264 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 291Q: 49 clusters Score -1.420135e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51373 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 123822 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40006 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36594 members 
Mstep: Class 15 contains 9712 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25358 members 
Mstep: Class 19 contains 249568 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150248 members 
Mstep: Class 22 contains 33742 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39502 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19097 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12999 members 
Mstep: Class 30 contains 4321 members 
Mstep: Class 31 contains 5532 members 
Mstep: Class 32 contains 17722 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8294 members 
Mstep: Class 35 contains 5765 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 160304 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6339 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 7259 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013552.000000 Penalty: 166335.640625
Iteration 292Q: 49 clusters Score -1.420136e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51362 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 123763 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40005 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36595 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 249893 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150254 members 
Mstep: Class 22 contains 33744 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39495 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19105 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12998 members 
Mstep: Class 30 contains 4315 members 
Mstep: Class 31 contains 5532 members 
Mstep: Class 32 contains 17728 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 160002 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6339 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7257 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013408.000000 Penalty: 166335.640625
Iteration 293Q: 49 clusters Score -1.420134e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51351 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 123725 members 
Mstep: Class 9 contains 28615 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40000 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36599 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 250202 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150268 members 
Mstep: Class 22 contains 33739 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39486 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19113 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11092 members 
Mstep: Class 29 contains 12998 members 
Mstep: Class 30 contains 4312 members 
Mstep: Class 31 contains 5532 members 
Mstep: Class 32 contains 17732 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8294 members 
Mstep: Class 35 contains 5771 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 159692 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6341 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7256 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013440.000000 Penalty: 166335.640625
Iteration 294Q: 49 clusters Score -1.420134e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 123700 members 
Mstep: Class 9 contains 28614 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39999 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36599 members 
Mstep: Class 15 contains 9703 members 
Mstep: Class 16 contains 4700 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 250527 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150285 members 
Mstep: Class 22 contains 33732 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39477 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19119 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 12999 members 
Mstep: Class 30 contains 4311 members 
Mstep: Class 31 contains 5533 members 
Mstep: Class 32 contains 17735 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5772 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 159354 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7255 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013216.000000 Penalty: 166335.640625
Iteration 295Q: 49 clusters Score -1.420132e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51326 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 123678 members 
Mstep: Class 9 contains 28612 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39997 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 36603 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 250854 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150296 members 
Mstep: Class 22 contains 33721 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39466 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19127 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 12999 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 17735 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8299 members 
Mstep: Class 35 contains 5774 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 159024 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7256 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013392.000000 Penalty: 166335.640625
Iteration 296Q: 49 clusters Score -1.420134e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51314 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 8 contains 123656 members 
Mstep: Class 9 contains 28610 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39994 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 36606 members 
Mstep: Class 15 contains 9686 members 
Mstep: Class 16 contains 4707 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25381 members 
Mstep: Class 19 contains 251140 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 150312 members 
Mstep: Class 22 contains 33727 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39458 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19131 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 5535 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 2374 members 
Mstep: Class 34 contains 8299 members 
Mstep: Class 35 contains 5774 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 158739 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6346 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7253 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 297Q: 49 clusters Score -1.420135e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123628 members 
Mstep: Class 9 contains 28606 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39995 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 36610 members 
Mstep: Class 15 contains 9683 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 251451 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 150329 members 
Mstep: Class 22 contains 33718 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39454 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19139 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11094 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4300 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 17745 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 5772 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 158441 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7254 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1640 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013536.000000 Penalty: 166335.640625
Iteration 298Q: 49 clusters Score -1.420135e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51302 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123592 members 
Mstep: Class 9 contains 28604 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39992 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 36616 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 251758 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150342 members 
Mstep: Class 22 contains 33715 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39450 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19141 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 5539 members 
Mstep: Class 32 contains 17749 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5773 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 158157 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6344 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7251 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013392.000000 Penalty: 166335.640625
Iteration 299Q: 49 clusters Score -1.420134e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51301 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123549 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39993 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36621 members 
Mstep: Class 15 contains 9673 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 252080 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150354 members 
Mstep: Class 22 contains 33710 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39442 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19143 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11096 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4291 members 
Mstep: Class 31 contains 5542 members 
Mstep: Class 32 contains 17756 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8289 members 
Mstep: Class 35 contains 5774 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 157864 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7250 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013344.000000 Penalty: 166335.640625
Iteration 300F: 49 clusters Score -1.420133e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51292 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123504 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39994 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36626 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25367 members 
Mstep: Class 19 contains 252410 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150369 members 
Mstep: Class 22 contains 33711 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39438 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19145 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 5545 members 
Mstep: Class 32 contains 17760 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8287 members 
Mstep: Class 35 contains 5775 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 157563 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7246 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013184.000000 Penalty: 166335.640625
Iteration 301Q: 49 clusters Score -1.420132e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51284 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123482 members 
Mstep: Class 9 contains 28594 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39990 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36631 members 
Mstep: Class 15 contains 9667 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25357 members 
Mstep: Class 19 contains 252722 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150382 members 
Mstep: Class 22 contains 33703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39431 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19148 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 17764 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8283 members 
Mstep: Class 35 contains 5775 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 157278 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7244 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013264.000000 Penalty: 166335.640625
Iteration 302Q: 49 clusters Score -1.420133e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51265 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 123433 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39988 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36631 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25344 members 
Mstep: Class 19 contains 253103 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150400 members 
Mstep: Class 22 contains 33696 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39427 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19151 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11097 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4276 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 17769 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8283 members 
Mstep: Class 35 contains 5778 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 156967 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7238 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013312.000000 Penalty: 166335.640625
Iteration 303Q: 49 clusters Score -1.420133e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51251 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123387 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39987 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36633 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25337 members 
Mstep: Class 19 contains 253472 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150412 members 
Mstep: Class 22 contains 33700 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39423 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 19152 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4266 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8287 members 
Mstep: Class 35 contains 5779 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 156643 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7231 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 304Q: 49 clusters Score -1.420131e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51245 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123330 members 
Mstep: Class 9 contains 28594 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39982 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36635 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25332 members 
Mstep: Class 19 contains 253809 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150441 members 
Mstep: Class 22 contains 33702 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39421 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 19151 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4257 members 
Mstep: Class 31 contains 5552 members 
Mstep: Class 32 contains 17777 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8288 members 
Mstep: Class 35 contains 5778 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 156345 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6346 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7221 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013280.000000 Penalty: 166335.640625
Iteration 305Q: 49 clusters Score -1.420133e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51247 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123274 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36637 members 
Mstep: Class 15 contains 9643 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25328 members 
Mstep: Class 19 contains 254158 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 150469 members 
Mstep: Class 22 contains 33698 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39418 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19148 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4252 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 17783 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5778 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 156025 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7216 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013360.000000 Penalty: 166335.640625
Iteration 306Q: 49 clusters Score -1.420134e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51249 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123228 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36642 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25322 members 
Mstep: Class 19 contains 254494 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150497 members 
Mstep: Class 22 contains 33703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39413 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19144 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11089 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4245 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 17785 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8288 members 
Mstep: Class 35 contains 5777 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 155715 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6347 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7211 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013344.000000 Penalty: 166335.640625
Iteration 307Q: 49 clusters Score -1.420133e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51249 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123170 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39977 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36645 members 
Mstep: Class 15 contains 9632 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25316 members 
Mstep: Class 19 contains 254797 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150524 members 
Mstep: Class 22 contains 33697 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39410 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19138 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 17785 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8289 members 
Mstep: Class 35 contains 5775 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 155456 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6348 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7208 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013424.000000 Penalty: 166335.640625
Iteration 308Q: 49 clusters Score -1.420134e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 123143 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39977 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36647 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25319 members 
Mstep: Class 19 contains 255068 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150550 members 
Mstep: Class 22 contains 33694 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39403 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19132 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4231 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 17787 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5778 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 155188 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7208 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 309Q: 49 clusters Score -1.420135e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51257 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 123115 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39976 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36647 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25324 members 
Mstep: Class 19 contains 255319 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150582 members 
Mstep: Class 22 contains 33689 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39396 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19124 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4226 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 17795 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5781 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 154926 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7202 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013440.000000 Penalty: 166335.640625
Iteration 310Q: 49 clusters Score -1.420134e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51240 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 123077 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39976 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 36647 members 
Mstep: Class 15 contains 9621 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25325 members 
Mstep: Class 19 contains 255596 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150622 members 
Mstep: Class 22 contains 33686 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39393 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19121 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4220 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5783 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 154663 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7199 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013360.000000 Penalty: 166335.640625
Iteration 311Q: 49 clusters Score -1.420134e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51235 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 123053 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36651 members 
Mstep: Class 15 contains 9618 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25336 members 
Mstep: Class 19 contains 255850 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150646 members 
Mstep: Class 22 contains 33693 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39389 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19115 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4215 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5786 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 154387 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7195 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013504.000000 Penalty: 166335.640625
Iteration 312Q: 49 clusters Score -1.420135e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51234 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 123036 members 
Mstep: Class 9 contains 28598 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39981 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 9615 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25336 members 
Mstep: Class 19 contains 256130 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150670 members 
Mstep: Class 22 contains 33692 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11085 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4212 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 17812 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 5788 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 154091 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7193 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 313Q: 49 clusters Score -1.420135e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51235 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 123021 members 
Mstep: Class 9 contains 28599 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25340 members 
Mstep: Class 19 contains 256388 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150691 members 
Mstep: Class 22 contains 33691 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39382 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4207 members 
Mstep: Class 31 contains 5547 members 
Mstep: Class 32 contains 17819 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5789 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 153821 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7189 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013280.000000 Penalty: 166335.640625
Iteration 314Q: 49 clusters Score -1.420133e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51232 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 123007 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36657 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25339 members 
Mstep: Class 19 contains 256663 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150713 members 
Mstep: Class 22 contains 33679 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39383 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19106 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4205 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 17825 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5790 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 153545 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7187 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 315Q: 49 clusters Score -1.420131e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51235 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122966 members 
Mstep: Class 9 contains 28600 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36658 members 
Mstep: Class 15 contains 9598 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25341 members 
Mstep: Class 19 contains 256937 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150736 members 
Mstep: Class 22 contains 33675 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19101 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4204 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 17831 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5790 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 153278 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013232.000000 Penalty: 166335.640625
Iteration 316Q: 49 clusters Score -1.420132e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51231 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122942 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39981 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36660 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25344 members 
Mstep: Class 19 contains 257189 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150757 members 
Mstep: Class 22 contains 33674 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19101 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4199 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 17836 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5791 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 153008 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6350 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7179 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013136.000000 Penalty: 166335.640625
Iteration 317Q: 49 clusters Score -1.420131e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51224 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122944 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 9589 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25351 members 
Mstep: Class 19 contains 257447 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150787 members 
Mstep: Class 22 contains 33664 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19095 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4195 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17838 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152736 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6351 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7180 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013024.000000 Penalty: 166335.640625
Iteration 318Q: 49 clusters Score -1.42013e+08 nChanged 496
Entering ConstructFrom: 
Score: -142013024.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81819.898438 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81819.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83003.039062 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -83003.04 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84409.539062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -84409.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -84904.507812 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -84904.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84964.414062 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -84964.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -84980.585938 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -84980.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -84987.273438 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -84987.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -84989.296875 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -84989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -84989.296875 Penalty: 3342.123535
	Iteration 8F: 3 clusters Score -84989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 146 members 
Entering Unmasked Estep 
Score: -142012928.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142013024.000000 to -142012928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Entering Unmasked Estep 
Score: -6492802.500000 Penalty: 2689.298096
	Iteration 0F: 2 clusters Score -6492802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6458324.500000 Penalty: 5378.596191
	Iteration 0F: 3 clusters Score -6458324 nChanged 23760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -6471610.500000 Penalty: 5378.596191
	Iteration 1F: 3 clusters Score -6471610 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -6472325.000000 Penalty: 5378.596191
	Iteration 2Q: 3 clusters Score -6472325 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -6473130.500000 Penalty: 5378.596191
	Iteration 3Q: 3 clusters Score -6473130 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6474243.500000 Penalty: 5378.596191
	Iteration 4Q: 3 clusters Score -6474244 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -6475797.000000 Penalty: 5378.596191
	Iteration 5F: 3 clusters Score -6475797 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -6478020.500000 Penalty: 5378.596191
	Iteration 6F: 3 clusters Score -6478020 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -6480776.000000 Penalty: 5378.596191
	Iteration 7F: 3 clusters Score -6480776 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -6483718.500000 Penalty: 5378.596191
	Iteration 8F: 3 clusters Score -6483718 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6486289.500000 Penalty: 5378.596191
	Iteration 9F: 3 clusters Score -6486290 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6488013.500000 Penalty: 5378.596191
	Iteration 10Q: 3 clusters Score -6488014 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6489115.000000 Penalty: 5378.596191
	Iteration 11Q: 3 clusters Score -6489115 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6489703.000000 Penalty: 5378.596191
	Iteration 12Q: 3 clusters Score -6489703 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6490061.500000 Penalty: 5378.596191
	Iteration 13Q: 3 clusters Score -6490062 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6490225.500000 Penalty: 5378.596191
	Iteration 14Q: 3 clusters Score -6490226 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6490315.500000 Penalty: 5378.596191
	Iteration 15Q: 3 clusters Score -6490316 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6490413.000000 Penalty: 5378.596191
	Iteration 16Q: 3 clusters Score -6490413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6490462.000000 Penalty: 5378.596191
	Iteration 17Q: 3 clusters Score -6490462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6490519.000000 Penalty: 5378.596191
	Iteration 18Q: 3 clusters Score -6490519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6490542.000000 Penalty: 5378.596191
	Iteration 19Q: 3 clusters Score -6490542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6490564.500000 Penalty: 5378.596191
	Iteration 20F: 3 clusters Score -6490564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6490567.000000 Penalty: 5378.596191
	Iteration 21Q: 3 clusters Score -6490567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6490573.500000 Penalty: 5378.596191
	Iteration 22Q: 3 clusters Score -6490574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6490573.000000 Penalty: 5378.596191
	Iteration 23Q: 3 clusters Score -6490573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6490581.000000 Penalty: 5378.596191
	Iteration 24Q: 3 clusters Score -6490581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6490589.000000 Penalty: 5378.596191
	Iteration 25Q: 3 clusters Score -6490589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6490594.500000 Penalty: 5378.596191
	Iteration 26Q: 3 clusters Score -6490594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6490592.500000 Penalty: 5378.596191
	Iteration 27Q: 3 clusters Score -6490592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6490592.000000 Penalty: 5378.596191
	Iteration 28Q: 3 clusters Score -6490592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6490598.000000 Penalty: 5378.596191
	Iteration 29Q: 3 clusters Score -6490598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6490596.500000 Penalty: 5378.596191
	Iteration 30Q: 3 clusters Score -6490596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6490595.000000 Penalty: 5378.596191
	Iteration 31Q: 3 clusters Score -6490595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6490599.500000 Penalty: 5378.596191
	Iteration 32Q: 3 clusters Score -6490600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6490599.500000 Penalty: 5378.596191
	Iteration 33F: 3 clusters Score -6490600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Entering Unmasked Estep 
Score: -807283.250000 Penalty: 2183.249023
	Iteration 0F: 2 clusters Score -807283.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -801770.000000 Penalty: 4366.498047
	Iteration 0F: 3 clusters Score -801770 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -803232.000000 Penalty: 4366.498047
	Iteration 1F: 3 clusters Score -803232 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -803536.687500 Penalty: 4366.498047
	Iteration 2F: 3 clusters Score -803536.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -803758.125000 Penalty: 4366.498047
	Iteration 3F: 3 clusters Score -803758.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -803924.250000 Penalty: 4366.498047
	Iteration 4Q: 3 clusters Score -803924.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -804084.875000 Penalty: 4366.498047
	Iteration 5Q: 3 clusters Score -804084.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -804266.500000 Penalty: 4366.498047
	Iteration 6Q: 3 clusters Score -804266.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -804447.750000 Penalty: 4366.498047
	Iteration 7Q: 3 clusters Score -804447.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -804605.750000 Penalty: 4366.498047
	Iteration 8Q: 3 clusters Score -804605.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -804748.625000 Penalty: 4366.498047
	Iteration 9Q: 3 clusters Score -804748.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -804860.937500 Penalty: 4366.498047
	Iteration 10Q: 3 clusters Score -804860.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -804962.625000 Penalty: 4366.498047
	Iteration 11Q: 3 clusters Score -804962.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -805036.375000 Penalty: 4366.498047
	Iteration 12Q: 3 clusters Score -805036.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -805095.250000 Penalty: 4366.498047
	Iteration 13Q: 3 clusters Score -805095.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -805143.687500 Penalty: 4366.498047
	Iteration 14Q: 3 clusters Score -805143.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -805182.625000 Penalty: 4366.498047
	Iteration 15Q: 3 clusters Score -805182.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -805202.250000 Penalty: 4366.498047
	Iteration 16Q: 3 clusters Score -805202.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -805218.062500 Penalty: 4366.498047
	Iteration 17Q: 3 clusters Score -805218.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -805230.187500 Penalty: 4366.498047
	Iteration 18Q: 3 clusters Score -805230.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -805241.187500 Penalty: 4366.498047
	Iteration 19Q: 3 clusters Score -805241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -805253.437500 Penalty: 4366.498047
	Iteration 20F: 3 clusters Score -805253.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -805259.125000 Penalty: 4366.498047
	Iteration 21Q: 3 clusters Score -805259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -805263.375000 Penalty: 4366.498047
	Iteration 22Q: 3 clusters Score -805263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -805269.375000 Penalty: 4366.498047
	Iteration 23Q: 3 clusters Score -805269.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -805276.312500 Penalty: 4366.498047
	Iteration 24Q: 3 clusters Score -805276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -805280.125000 Penalty: 4366.498047
	Iteration 25Q: 3 clusters Score -805280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -805281.125000 Penalty: 4366.498047
	Iteration 26Q: 3 clusters Score -805281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -805285.875000 Penalty: 4366.498047
	Iteration 27Q: 3 clusters Score -805285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -805286.437500 Penalty: 4366.498047
	Iteration 28Q: 3 clusters Score -805286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -805286.187500 Penalty: 4366.498047
	Iteration 29Q: 3 clusters Score -805286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -805286.187500 Penalty: 4366.498047
	Iteration 30F: 3 clusters Score -805286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133411.234375 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133411.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133791.593750 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133791.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133934.250000 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133934.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134040.953125 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -134041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134103.312500 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134103.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -134166.562500 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134166.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134227.109375 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134227.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134305.843750 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134305.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134377.328125 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134377.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134488.031250 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -134571.046875 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134630.000000 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134661.718750 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134661.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134686.343750 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134686.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134731.968750 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134760.234375 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134788.890625 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134808.015625 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134831.781250 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -134867.828125 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134867.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134942.359375 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134942.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135143.484375 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -135143.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135421.531250 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -135421.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135544.859375 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -135544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135563.656250 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -135563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135568.515625 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -135568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135575.281250 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -135575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135577.187500 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -135577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135577.750000 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -135577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135577.750000 Penalty: 3504.120605
	Iteration 29F: 3 clusters Score -135577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 556 members 
Entering Unmasked Estep 
Score: -142010784.000000 Penalty: 169800.968750
Splitting cluster 4 changes total score from -142013024.000000 to -142010784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -286840.187500 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -286840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284020.125000 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -284020.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284528.937500 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -284528.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -284669.500000 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -284669.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -284745.687500 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -284745.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -284796.156250 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -284796.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -284831.500000 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -284831.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -284854.000000 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -284854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -284869.218750 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -284869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -284876.843750 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -284876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284882.218750 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -284882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -284885.531250 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -284885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -284889.187500 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -284889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -284893.000000 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -284893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -284894.343750 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -284894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -284894.687500 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -284894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -284894.687500 Penalty: 3838.937988
	Iteration 15F: 3 clusters Score -284894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Entering Unmasked Estep 
Score: -764888.187500 Penalty: 2170.640137
	Iteration 0F: 2 clusters Score -764888.2 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 3196 members 
Entering Unmasked Estep 
Score: -759627.125000 Penalty: 4341.280273
	Iteration 0F: 3 clusters Score -759627.1 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -761013.937500 Penalty: 4341.280273
	Iteration 1F: 3 clusters Score -761013.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -761448.562500 Penalty: 4341.280273
	Iteration 2F: 3 clusters Score -761448.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -761785.875000 Penalty: 4341.280273
	Iteration 3F: 3 clusters Score -761785.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -762039.812500 Penalty: 4341.280273
	Iteration 4F: 3 clusters Score -762039.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -762239.375000 Penalty: 4341.280273
	Iteration 5Q: 3 clusters Score -762239.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -762396.750000 Penalty: 4341.280273
	Iteration 6Q: 3 clusters Score -762396.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -762535.250000 Penalty: 4341.280273
	Iteration 7Q: 3 clusters Score -762535.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -762682.812500 Penalty: 4341.280273
	Iteration 8Q: 3 clusters Score -762682.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -762908.250000 Penalty: 4341.280273
	Iteration 9Q: 3 clusters Score -762908.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -763171.875000 Penalty: 4341.280273
	Iteration 10Q: 3 clusters Score -763171.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -763407.187500 Penalty: 4341.280273
	Iteration 11Q: 3 clusters Score -763407.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -763628.187500 Penalty: 4341.280273
	Iteration 12Q: 3 clusters Score -763628.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -763745.500000 Penalty: 4341.280273
	Iteration 13Q: 3 clusters Score -763745.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -763798.750000 Penalty: 4341.280273
	Iteration 14Q: 3 clusters Score -763798.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -763836.062500 Penalty: 4341.280273
	Iteration 15Q: 3 clusters Score -763836.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -763860.812500 Penalty: 4341.280273
	Iteration 16Q: 3 clusters Score -763860.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -763873.687500 Penalty: 4341.280273
	Iteration 17Q: 3 clusters Score -763873.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -763883.250000 Penalty: 4341.280273
	Iteration 18Q: 3 clusters Score -763883.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -763888.187500 Penalty: 4341.280273
	Iteration 19Q: 3 clusters Score -763888.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -763892.812500 Penalty: 4341.280273
	Iteration 20F: 3 clusters Score -763892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -763895.500000 Penalty: 4341.280273
	Iteration 21Q: 3 clusters Score -763895.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -763897.937500 Penalty: 4341.280273
	Iteration 22Q: 3 clusters Score -763897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -763900.937500 Penalty: 4341.280273
	Iteration 23Q: 3 clusters Score -763900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -763902.562500 Penalty: 4341.280273
	Iteration 24Q: 3 clusters Score -763902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -763903.875000 Penalty: 4341.280273
	Iteration 25Q: 3 clusters Score -763903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -763904.500000 Penalty: 4341.280273
	Iteration 26Q: 3 clusters Score -763904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -763904.312500 Penalty: 4341.280273
	Iteration 27Q: 3 clusters Score -763904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -763906.187500 Penalty: 4341.280273
	Iteration 28Q: 3 clusters Score -763906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -763906.187500 Penalty: 4341.280273
	Iteration 29F: 3 clusters Score -763906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -638422.187500 Penalty: 2126.761475
	Iteration 0F: 2 clusters Score -638422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -633762.937500 Penalty: 4253.522949
	Iteration 0F: 3 clusters Score -633762.9 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -634956.125000 Penalty: 4253.522949
	Iteration 1F: 3 clusters Score -634956.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -635189.250000 Penalty: 4253.522949
	Iteration 2F: 3 clusters Score -635189.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -635392.312500 Penalty: 4253.522949
	Iteration 3F: 3 clusters Score -635392.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -635645.312500 Penalty: 4253.522949
	Iteration 4Q: 3 clusters Score -635645.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -635953.562500 Penalty: 4253.522949
	Iteration 5F: 3 clusters Score -635953.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -636236.687500 Penalty: 4253.522949
	Iteration 6F: 3 clusters Score -636236.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -636470.500000 Penalty: 4253.522949
	Iteration 7F: 3 clusters Score -636470.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -636633.375000 Penalty: 4253.522949
	Iteration 8Q: 3 clusters Score -636633.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -636754.437500 Penalty: 4253.522949
	Iteration 9Q: 3 clusters Score -636754.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -636818.375000 Penalty: 4253.522949
	Iteration 10Q: 3 clusters Score -636818.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -636885.062500 Penalty: 4253.522949
	Iteration 11Q: 3 clusters Score -636885.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -636944.562500 Penalty: 4253.522949
	Iteration 12Q: 3 clusters Score -636944.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -636993.250000 Penalty: 4253.522949
	Iteration 13Q: 3 clusters Score -636993.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -637031.812500 Penalty: 4253.522949
	Iteration 14Q: 3 clusters Score -637031.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -637060.250000 Penalty: 4253.522949
	Iteration 15Q: 3 clusters Score -637060.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -637085.187500 Penalty: 4253.522949
	Iteration 16Q: 3 clusters Score -637085.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -637107.562500 Penalty: 4253.522949
	Iteration 17Q: 3 clusters Score -637107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -637119.000000 Penalty: 4253.522949
	Iteration 18Q: 3 clusters Score -637119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -637132.437500 Penalty: 4253.522949
	Iteration 19Q: 3 clusters Score -637132.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -637149.375000 Penalty: 4253.522949
	Iteration 20F: 3 clusters Score -637149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -637164.250000 Penalty: 4253.522949
	Iteration 21Q: 3 clusters Score -637164.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -637180.437500 Penalty: 4253.522949
	Iteration 22Q: 3 clusters Score -637180.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -637195.875000 Penalty: 4253.522949
	Iteration 23Q: 3 clusters Score -637195.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -637207.375000 Penalty: 4253.522949
	Iteration 24Q: 3 clusters Score -637207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -637210.062500 Penalty: 4253.522949
	Iteration 25Q: 3 clusters Score -637210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -637212.000000 Penalty: 4253.522949
	Iteration 26Q: 3 clusters Score -637212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -637214.062500 Penalty: 4253.522949
	Iteration 27Q: 3 clusters Score -637214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -637214.062500 Penalty: 4253.522949
	Iteration 28F: 3 clusters Score -637214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Entering Unmasked Estep 
Score: -15391853.000000 Penalty: 2906.409912
	Iteration 0F: 2 clusters Score -1.539185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -15309589.000000 Penalty: 5812.819824
	Iteration 0F: 3 clusters Score -1.530959e+07 nChanged 58521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -15343529.000000 Penalty: 5812.819824
	Iteration 1F: 3 clusters Score -1.534353e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -15344490.000000 Penalty: 5812.819824
	Iteration 2Q: 3 clusters Score -1.534449e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -15345472.000000 Penalty: 5812.819824
	Iteration 3Q: 3 clusters Score -1.534547e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -15347116.000000 Penalty: 5812.819824
	Iteration 4Q: 3 clusters Score -1.534712e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -15349540.000000 Penalty: 5812.819824
	Iteration 5Q: 3 clusters Score -1.534954e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -15353169.000000 Penalty: 5812.819824
	Iteration 6F: 3 clusters Score -1.535317e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -15358504.000000 Penalty: 5812.819824
	Iteration 7F: 3 clusters Score -1.53585e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -15365225.000000 Penalty: 5812.819824
	Iteration 8F: 3 clusters Score -1.536522e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -15371723.000000 Penalty: 5812.819824
	Iteration 9F: 3 clusters Score -1.537172e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -15376174.000000 Penalty: 5812.819824
	Iteration 10F: 3 clusters Score -1.537617e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -15379091.000000 Penalty: 5812.819824
	Iteration 11Q: 3 clusters Score -1.537909e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -15381112.000000 Penalty: 5812.819824
	Iteration 12Q: 3 clusters Score -1.538111e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -15382618.000000 Penalty: 5812.819824
	Iteration 13Q: 3 clusters Score -1.538262e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -15384225.000000 Penalty: 5812.819824
	Iteration 14Q: 3 clusters Score -1.538422e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -15385641.000000 Penalty: 5812.819824
	Iteration 15Q: 3 clusters Score -1.538564e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -15386778.000000 Penalty: 5812.819824
	Iteration 16Q: 3 clusters Score -1.538678e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 110209 members 
Entering Unmasked Estep 
Score: -15387350.000000 Penalty: 5812.819824
	Iteration 17Q: 3 clusters Score -1.538735e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -15387840.000000 Penalty: 5812.819824
	Iteration 18Q: 3 clusters Score -1.538784e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 111418 members 
Entering Unmasked Estep 
Score: -15388086.000000 Penalty: 5812.819824
	Iteration 19Q: 3 clusters Score -1.538809e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -15388272.000000 Penalty: 5812.819824
	Iteration 20F: 3 clusters Score -1.538827e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
Score: -15388405.000000 Penalty: 5812.819824
	Iteration 21Q: 3 clusters Score -1.53884e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 112587 members 
Entering Unmasked Estep 
Score: -15388492.000000 Penalty: 5812.819824
	Iteration 22Q: 3 clusters Score -1.538849e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -15388517.000000 Penalty: 5812.819824
	Iteration 23Q: 3 clusters Score -1.538852e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -15388557.000000 Penalty: 5812.819824
	Iteration 24Q: 3 clusters Score -1.538856e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -15388584.000000 Penalty: 5812.819824
	Iteration 25Q: 3 clusters Score -1.538858e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -15388630.000000 Penalty: 5812.819824
	Iteration 26Q: 3 clusters Score -1.538863e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -15388722.000000 Penalty: 5812.819824
	Iteration 27Q: 3 clusters Score -1.538872e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 114093 members 
Entering Unmasked Estep 
Score: -15388757.000000 Penalty: 5812.819824
	Iteration 28Q: 3 clusters Score -1.538876e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 114330 members 
Entering Unmasked Estep 
Score: -15388766.000000 Penalty: 5812.819824
	Iteration 29Q: 3 clusters Score -1.538877e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -15388853.000000 Penalty: 5812.819824
	Iteration 30Q: 3 clusters Score -1.538885e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
Score: -15388908.000000 Penalty: 5812.819824
	Iteration 31Q: 3 clusters Score -1.538891e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -15388949.000000 Penalty: 5812.819824
	Iteration 32Q: 3 clusters Score -1.538895e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -15388946.000000 Penalty: 5812.819824
	Iteration 33Q: 3 clusters Score -1.538895e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -15388977.000000 Penalty: 5812.819824
	Iteration 34Q: 3 clusters Score -1.538898e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -15389014.000000 Penalty: 5812.819824
	Iteration 35Q: 3 clusters Score -1.538901e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -15389075.000000 Penalty: 5812.819824
	Iteration 36Q: 3 clusters Score -1.538908e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -15389149.000000 Penalty: 5812.819824
	Iteration 37Q: 3 clusters Score -1.538915e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -15389204.000000 Penalty: 5812.819824
	Iteration 38Q: 3 clusters Score -1.53892e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -15389259.000000 Penalty: 5812.819824
	Iteration 39Q: 3 clusters Score -1.538926e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -15389277.000000 Penalty: 5812.819824
	Iteration 40F: 3 clusters Score -1.538928e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -15389336.000000 Penalty: 5812.819824
	Iteration 41Q: 3 clusters Score -1.538934e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -15389373.000000 Penalty: 5812.819824
	Iteration 42Q: 3 clusters Score -1.538937e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 117700 members 
Entering Unmasked Estep 
Score: -15389417.000000 Penalty: 5812.819824
	Iteration 43Q: 3 clusters Score -1.538942e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -15389465.000000 Penalty: 5812.819824
	Iteration 44Q: 3 clusters Score -1.538946e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 118063 members 
Entering Unmasked Estep 
Score: -15389494.000000 Penalty: 5812.819824
	Iteration 45Q: 3 clusters Score -1.538949e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -15389483.000000 Penalty: 5812.819824
	Iteration 46Q: 3 clusters Score -1.538948e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -15389512.000000 Penalty: 5812.819824
	Iteration 47Q: 3 clusters Score -1.538951e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -15389556.000000 Penalty: 5812.819824
	Iteration 48Q: 3 clusters Score -1.538956e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -15389584.000000 Penalty: 5812.819824
	Iteration 49Q: 3 clusters Score -1.538958e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -15389616.000000 Penalty: 5812.819824
	Iteration 50Q: 3 clusters Score -1.538962e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -15389634.000000 Penalty: 5812.819824
	Iteration 51Q: 3 clusters Score -1.538963e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -15389651.000000 Penalty: 5812.819824
	Iteration 52Q: 3 clusters Score -1.538965e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -15389690.000000 Penalty: 5812.819824
	Iteration 53Q: 3 clusters Score -1.538969e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 119254 members 
Entering Unmasked Estep 
Score: -15389713.000000 Penalty: 5812.819824
	Iteration 54Q: 3 clusters Score -1.538971e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -15389726.000000 Penalty: 5812.819824
	Iteration 55Q: 3 clusters Score -1.538973e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
Score: -15389724.000000 Penalty: 5812.819824
	Iteration 56Q: 3 clusters Score -1.538972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -15389733.000000 Penalty: 5812.819824
	Iteration 57Q: 3 clusters Score -1.538973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 119500 members 
Entering Unmasked Estep 
Score: -15389737.000000 Penalty: 5812.819824
	Iteration 58Q: 3 clusters Score -1.538974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 119552 members 
Entering Unmasked Estep 
Score: -15389732.000000 Penalty: 5812.819824
	Iteration 59Q: 3 clusters Score -1.538973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -15389759.000000 Penalty: 5812.819824
	Iteration 60F: 3 clusters Score -1.538976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -15389779.000000 Penalty: 5812.819824
	Iteration 61Q: 3 clusters Score -1.538978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -15389797.000000 Penalty: 5812.819824
	Iteration 62Q: 3 clusters Score -1.53898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -15389794.000000 Penalty: 5812.819824
	Iteration 63Q: 3 clusters Score -1.538979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -15389791.000000 Penalty: 5812.819824
	Iteration 64Q: 3 clusters Score -1.538979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -15389804.000000 Penalty: 5812.819824
	Iteration 65Q: 3 clusters Score -1.53898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -15389814.000000 Penalty: 5812.819824
	Iteration 66Q: 3 clusters Score -1.538981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -15389829.000000 Penalty: 5812.819824
	Iteration 67Q: 3 clusters Score -1.538983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 119889 members 
Entering Unmasked Estep 
Score: -15389825.000000 Penalty: 5812.819824
	Iteration 68Q: 3 clusters Score -1.538982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -15389816.000000 Penalty: 5812.819824
	Iteration 69Q: 3 clusters Score -1.538982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 119940 members 
Entering Unmasked Estep 
Score: -15389821.000000 Penalty: 5812.819824
	Iteration 70Q: 3 clusters Score -1.538982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -15389838.000000 Penalty: 5812.819824
	Iteration 71Q: 3 clusters Score -1.538984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
Score: -15389847.000000 Penalty: 5812.819824
	Iteration 72Q: 3 clusters Score -1.538985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -15389853.000000 Penalty: 5812.819824
	Iteration 73Q: 3 clusters Score -1.538985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -15389850.000000 Penalty: 5812.819824
	Iteration 74Q: 3 clusters Score -1.538985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 120055 members 
Entering Unmasked Estep 
Score: -15389869.000000 Penalty: 5812.819824
	Iteration 75Q: 3 clusters Score -1.538987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -15389871.000000 Penalty: 5812.819824
	Iteration 76Q: 3 clusters Score -1.538987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 120094 members 
Entering Unmasked Estep 
Score: -15389873.000000 Penalty: 5812.819824
	Iteration 77Q: 3 clusters Score -1.538987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -15389881.000000 Penalty: 5812.819824
	Iteration 78Q: 3 clusters Score -1.538988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -15389873.000000 Penalty: 5812.819824
	Iteration 79Q: 3 clusters Score -1.538987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -15389868.000000 Penalty: 5812.819824
	Iteration 80F: 3 clusters Score -1.538987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -15389875.000000 Penalty: 5812.819824
	Iteration 81Q: 3 clusters Score -1.538988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 120148 members 
Entering Unmasked Estep 
Score: -15389883.000000 Penalty: 5812.819824
	Iteration 82Q: 3 clusters Score -1.538988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -15389893.000000 Penalty: 5812.819824
	Iteration 83Q: 3 clusters Score -1.538989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -15389889.000000 Penalty: 5812.819824
	Iteration 84Q: 3 clusters Score -1.538989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -15389870.000000 Penalty: 5812.819824
	Iteration 85Q: 3 clusters Score -1.538987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -15389872.000000 Penalty: 5812.819824
	Iteration 86Q: 3 clusters Score -1.538987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -15389875.000000 Penalty: 5812.819824
	Iteration 87Q: 3 clusters Score -1.538988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -15389876.000000 Penalty: 5812.819824
	Iteration 88Q: 3 clusters Score -1.538988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -15389892.000000 Penalty: 5812.819824
	Iteration 89Q: 3 clusters Score -1.538989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -15389892.000000 Penalty: 5812.819824
	Iteration 90Q: 3 clusters Score -1.538989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -15389896.000000 Penalty: 5812.819824
	Iteration 91Q: 3 clusters Score -1.53899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -15389879.000000 Penalty: 5812.819824
	Iteration 92Q: 3 clusters Score -1.538988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -15389880.000000 Penalty: 5812.819824
	Iteration 93Q: 3 clusters Score -1.538988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -15389882.000000 Penalty: 5812.819824
	Iteration 94Q: 3 clusters Score -1.538988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -15389877.000000 Penalty: 5812.819824
	Iteration 95Q: 3 clusters Score -1.538988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -15389878.000000 Penalty: 5812.819824
	Iteration 96Q: 3 clusters Score -1.538988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 120264 members 
Entering Unmasked Estep 
Score: -15389878.000000 Penalty: 5812.819824
	Iteration 97F: 3 clusters Score -1.538988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Entering Unmasked Estep 
Score: -3523513.500000 Penalty: 2544.724854
	Iteration 0F: 2 clusters Score -3523514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3503980.000000 Penalty: 5089.449707
	Iteration 0F: 3 clusters Score -3503980 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3511128.500000 Penalty: 5089.449707
	Iteration 1F: 3 clusters Score -3511128 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3511918.250000 Penalty: 5089.449707
	Iteration 2F: 3 clusters Score -3511918 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3512994.000000 Penalty: 5089.449707
	Iteration 3F: 3 clusters Score -3512994 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3514487.500000 Penalty: 5089.449707
	Iteration 4F: 3 clusters Score -3514488 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3516348.000000 Penalty: 5089.449707
	Iteration 5F: 3 clusters Score -3516348 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3518050.750000 Penalty: 5089.449707
	Iteration 6F: 3 clusters Score -3518051 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3519358.750000 Penalty: 5089.449707
	Iteration 7F: 3 clusters Score -3519359 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3520258.750000 Penalty: 5089.449707
	Iteration 8F: 3 clusters Score -3520259 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3520883.250000 Penalty: 5089.449707
	Iteration 9Q: 3 clusters Score -3520883 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3521412.750000 Penalty: 5089.449707
	Iteration 10Q: 3 clusters Score -3521413 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3521794.500000 Penalty: 5089.449707
	Iteration 11Q: 3 clusters Score -3521794 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3522078.250000 Penalty: 5089.449707
	Iteration 12Q: 3 clusters Score -3522078 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3522250.250000 Penalty: 5089.449707
	Iteration 13Q: 3 clusters Score -3522250 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3522403.500000 Penalty: 5089.449707
	Iteration 14Q: 3 clusters Score -3522404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3522537.750000 Penalty: 5089.449707
	Iteration 15Q: 3 clusters Score -3522538 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3522633.000000 Penalty: 5089.449707
	Iteration 16Q: 3 clusters Score -3522633 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3522717.750000 Penalty: 5089.449707
	Iteration 17Q: 3 clusters Score -3522718 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3522786.500000 Penalty: 5089.449707
	Iteration 18Q: 3 clusters Score -3522786 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3522837.750000 Penalty: 5089.449707
	Iteration 19Q: 3 clusters Score -3522838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3522897.250000 Penalty: 5089.449707
	Iteration 20F: 3 clusters Score -3522897 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3522922.500000 Penalty: 5089.449707
	Iteration 21Q: 3 clusters Score -3522922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3522931.250000 Penalty: 5089.449707
	Iteration 22Q: 3 clusters Score -3522931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3522950.250000 Penalty: 5089.449707
	Iteration 23Q: 3 clusters Score -3522950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3522965.000000 Penalty: 5089.449707
	Iteration 24Q: 3 clusters Score -3522965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3522969.250000 Penalty: 5089.449707
	Iteration 25Q: 3 clusters Score -3522969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3522975.000000 Penalty: 5089.449707
	Iteration 26Q: 3 clusters Score -3522975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3522979.000000 Penalty: 5089.449707
	Iteration 27Q: 3 clusters Score -3522979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3522986.250000 Penalty: 5089.449707
	Iteration 28Q: 3 clusters Score -3522986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3522995.500000 Penalty: 5089.449707
	Iteration 29Q: 3 clusters Score -3522996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3522996.250000 Penalty: 5089.449707
	Iteration 30Q: 3 clusters Score -3522996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3522997.500000 Penalty: 5089.449707
	Iteration 31Q: 3 clusters Score -3522998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3523002.000000 Penalty: 5089.449707
	Iteration 32Q: 3 clusters Score -3523002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3522999.750000 Penalty: 5089.449707
	Iteration 33Q: 3 clusters Score -3523000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3523001.000000 Penalty: 5089.449707
	Iteration 34Q: 3 clusters Score -3523001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3522999.500000 Penalty: 5089.449707
	Iteration 35Q: 3 clusters Score -3523000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3523003.000000 Penalty: 5089.449707
	Iteration 36Q: 3 clusters Score -3523003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3522995.250000 Penalty: 5089.449707
	Iteration 37Q: 3 clusters Score -3522995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3522995.250000 Penalty: 5089.449707
	Iteration 38Q: 3 clusters Score -3522995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3522995.500000 Penalty: 5089.449707
	Iteration 39Q: 3 clusters Score -3522996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3522996.750000 Penalty: 5089.449707
	Iteration 40F: 3 clusters Score -3522997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3522990.750000 Penalty: 5089.449707
	Iteration 41Q: 3 clusters Score -3522991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3522993.750000 Penalty: 5089.449707
	Iteration 42Q: 3 clusters Score -3522994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3523000.000000 Penalty: 5089.449707
	Iteration 43Q: 3 clusters Score -3523000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3523000.000000 Penalty: 5089.449707
	Iteration 44F: 3 clusters Score -3523000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60166.707031 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60166.71 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60432.582031 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60432.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60545.433594 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60545.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60630.511719 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60630.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60697.269531 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60697.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60734.777344 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60734.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60769.488281 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60769.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60792.652344 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60792.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60814.050781 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60814.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60835.101562 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60849.460938 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60849.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60864.515625 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60864.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60884.234375 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60884.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60889.710938 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60889.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60894.484375 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -60894.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60894.484375 Penalty: 3157.769287
	Iteration 15F: 3 clusters Score -60894.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Entering Unmasked Estep 
Score: -4963449.000000 Penalty: 2627.841309
	Iteration 0F: 2 clusters Score -4963449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4936297.500000 Penalty: 5255.682617
	Iteration 0F: 3 clusters Score -4936298 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4946465.000000 Penalty: 5255.682617
	Iteration 1F: 3 clusters Score -4946465 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4946940.500000 Penalty: 5255.682617
	Iteration 2Q: 3 clusters Score -4946940 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4947497.500000 Penalty: 5255.682617
	Iteration 3Q: 3 clusters Score -4947498 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4948128.500000 Penalty: 5255.682617
	Iteration 4Q: 3 clusters Score -4948128 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4948993.000000 Penalty: 5255.682617
	Iteration 5Q: 3 clusters Score -4948993 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4950334.000000 Penalty: 5255.682617
	Iteration 6F: 3 clusters Score -4950334 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4952371.000000 Penalty: 5255.682617
	Iteration 7F: 3 clusters Score -4952371 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4955199.500000 Penalty: 5255.682617
	Iteration 8F: 3 clusters Score -4955200 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4958125.000000 Penalty: 5255.682617
	Iteration 9F: 3 clusters Score -4958125 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4959962.500000 Penalty: 5255.682617
	Iteration 10Q: 3 clusters Score -4959962 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4960751.000000 Penalty: 5255.682617
	Iteration 11Q: 3 clusters Score -4960751 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4961026.000000 Penalty: 5255.682617
	Iteration 12Q: 3 clusters Score -4961026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4961153.500000 Penalty: 5255.682617
	Iteration 13Q: 3 clusters Score -4961154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4961250.500000 Penalty: 5255.682617
	Iteration 14Q: 3 clusters Score -4961250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4961310.500000 Penalty: 5255.682617
	Iteration 15Q: 3 clusters Score -4961310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4961334.500000 Penalty: 5255.682617
	Iteration 16Q: 3 clusters Score -4961334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4961350.000000 Penalty: 5255.682617
	Iteration 17Q: 3 clusters Score -4961350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4961369.500000 Penalty: 5255.682617
	Iteration 18Q: 3 clusters Score -4961370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4961386.000000 Penalty: 5255.682617
	Iteration 19Q: 3 clusters Score -4961386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -4961403.000000 Penalty: 5255.682617
	Iteration 20F: 3 clusters Score -4961403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -4961416.500000 Penalty: 5255.682617
	Iteration 21Q: 3 clusters Score -4961416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4961428.000000 Penalty: 5255.682617
	Iteration 22Q: 3 clusters Score -4961428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4961424.000000 Penalty: 5255.682617
	Iteration 23Q: 3 clusters Score -4961424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4961429.000000 Penalty: 5255.682617
	Iteration 24Q: 3 clusters Score -4961429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -4961435.500000 Penalty: 5255.682617
	Iteration 25Q: 3 clusters Score -4961436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4961436.000000 Penalty: 5255.682617
	Iteration 26Q: 3 clusters Score -4961436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4961438.500000 Penalty: 5255.682617
	Iteration 27Q: 3 clusters Score -4961438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4961438.500000 Penalty: 5255.682617
	Iteration 28F: 3 clusters Score -4961438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -793103.187500 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -793103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -787658.562500 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -787658.6 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -789115.000000 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -789115 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -789563.312500 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -789563.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -790082.687500 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -790082.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -790816.937500 Penalty: 4355.422852
	Iteration 4F: 3 clusters Score -790816.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -791454.562500 Penalty: 4355.422852
	Iteration 5F: 3 clusters Score -791454.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -791849.937500 Penalty: 4355.422852
	Iteration 6F: 3 clusters Score -791849.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -792071.000000 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -792071 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -792170.875000 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -792170.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -792203.812500 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -792203.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -792221.250000 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -792221.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -792230.312500 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -792230.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -792237.562500 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -792237.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -792243.000000 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -792243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -792247.812500 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -792247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -792249.187500 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -792249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -792251.812500 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -792251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -792251.750000 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -792251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -792253.187500 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -792253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -792256.125000 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -792256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -792256.125000 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -792256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -792258.687500 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -792258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -792258.375000 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -792258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -792258.562500 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -792258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -792258.562500 Penalty: 4355.422852
	Iteration 24F: 3 clusters Score -792258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Entering Unmasked Estep 
Score: -1772142.625000 Penalty: 2376.243652
	Iteration 0F: 2 clusters Score -1772143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1761513.875000 Penalty: 4752.487305
	Iteration 0F: 3 clusters Score -1761514 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1764939.625000 Penalty: 4752.487305
	Iteration 1F: 3 clusters Score -1764940 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1765495.125000 Penalty: 4752.487305
	Iteration 2F: 3 clusters Score -1765495 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1766031.125000 Penalty: 4752.487305
	Iteration 3F: 3 clusters Score -1766031 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1766483.750000 Penalty: 4752.487305
	Iteration 4F: 3 clusters Score -1766484 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1766973.500000 Penalty: 4752.487305
	Iteration 5F: 3 clusters Score -1766974 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1767546.875000 Penalty: 4752.487305
	Iteration 6F: 3 clusters Score -1767547 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1768201.250000 Penalty: 4752.487305
	Iteration 7F: 3 clusters Score -1768201 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1768810.125000 Penalty: 4752.487305
	Iteration 8F: 3 clusters Score -1768810 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1769310.375000 Penalty: 4752.487305
	Iteration 9F: 3 clusters Score -1769310 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1769712.750000 Penalty: 4752.487305
	Iteration 10Q: 3 clusters Score -1769713 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1770037.250000 Penalty: 4752.487305
	Iteration 11Q: 3 clusters Score -1770037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1770280.750000 Penalty: 4752.487305
	Iteration 12Q: 3 clusters Score -1770281 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1770457.500000 Penalty: 4752.487305
	Iteration 13Q: 3 clusters Score -1770458 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1770627.250000 Penalty: 4752.487305
	Iteration 14Q: 3 clusters Score -1770627 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1770781.250000 Penalty: 4752.487305
	Iteration 15Q: 3 clusters Score -1770781 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1770894.375000 Penalty: 4752.487305
	Iteration 16Q: 3 clusters Score -1770894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1771008.000000 Penalty: 4752.487305
	Iteration 17Q: 3 clusters Score -1771008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1771091.125000 Penalty: 4752.487305
	Iteration 18Q: 3 clusters Score -1771091 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1771140.500000 Penalty: 4752.487305
	Iteration 19Q: 3 clusters Score -1771140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1771178.125000 Penalty: 4752.487305
	Iteration 20F: 3 clusters Score -1771178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1771199.125000 Penalty: 4752.487305
	Iteration 21Q: 3 clusters Score -1771199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1771214.375000 Penalty: 4752.487305
	Iteration 22Q: 3 clusters Score -1771214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1771213.750000 Penalty: 4752.487305
	Iteration 23Q: 3 clusters Score -1771214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1771218.375000 Penalty: 4752.487305
	Iteration 24Q: 3 clusters Score -1771218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1771223.125000 Penalty: 4752.487305
	Iteration 25Q: 3 clusters Score -1771223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1771222.750000 Penalty: 4752.487305
	Iteration 26Q: 3 clusters Score -1771223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1771221.625000 Penalty: 4752.487305
	Iteration 27Q: 3 clusters Score -1771222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1771226.125000 Penalty: 4752.487305
	Iteration 28Q: 3 clusters Score -1771226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1771225.250000 Penalty: 4752.487305
	Iteration 29Q: 3 clusters Score -1771225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1771225.625000 Penalty: 4752.487305
	Iteration 30Q: 3 clusters Score -1771226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1771224.375000 Penalty: 4752.487305
	Iteration 31Q: 3 clusters Score -1771224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1771224.375000 Penalty: 4752.487305
	Iteration 32F: 3 clusters Score -1771224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Entering Unmasked Estep 
Score: -4531735.500000 Penalty: 2606.348389
	Iteration 0F: 2 clusters Score -4531736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4506759.000000 Penalty: 5212.696777
	Iteration 0F: 3 clusters Score -4506759 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4515897.000000 Penalty: 5212.696777
	Iteration 1F: 3 clusters Score -4515897 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4516493.000000 Penalty: 5212.696777
	Iteration 2Q: 3 clusters Score -4516493 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4517077.500000 Penalty: 5212.696777
	Iteration 3Q: 3 clusters Score -4517078 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4517813.000000 Penalty: 5212.696777
	Iteration 4Q: 3 clusters Score -4517813 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4518677.500000 Penalty: 5212.696777
	Iteration 5F: 3 clusters Score -4518678 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4519830.000000 Penalty: 5212.696777
	Iteration 6F: 3 clusters Score -4519830 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4521232.500000 Penalty: 5212.696777
	Iteration 7F: 3 clusters Score -4521232 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4522805.500000 Penalty: 5212.696777
	Iteration 8F: 3 clusters Score -4522806 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4524241.000000 Penalty: 5212.696777
	Iteration 9F: 3 clusters Score -4524241 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4525465.500000 Penalty: 5212.696777
	Iteration 10Q: 3 clusters Score -4525466 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4526372.000000 Penalty: 5212.696777
	Iteration 11Q: 3 clusters Score -4526372 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4527060.500000 Penalty: 5212.696777
	Iteration 12Q: 3 clusters Score -4527060 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4527511.000000 Penalty: 5212.696777
	Iteration 13Q: 3 clusters Score -4527511 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4527840.000000 Penalty: 5212.696777
	Iteration 14Q: 3 clusters Score -4527840 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4528104.500000 Penalty: 5212.696777
	Iteration 15Q: 3 clusters Score -4528104 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4528355.500000 Penalty: 5212.696777
	Iteration 16Q: 3 clusters Score -4528356 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4528543.500000 Penalty: 5212.696777
	Iteration 17Q: 3 clusters Score -4528544 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4528719.500000 Penalty: 5212.696777
	Iteration 18Q: 3 clusters Score -4528720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4528877.500000 Penalty: 5212.696777
	Iteration 19Q: 3 clusters Score -4528878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4528990.000000 Penalty: 5212.696777
	Iteration 20F: 3 clusters Score -4528990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4529071.000000 Penalty: 5212.696777
	Iteration 21Q: 3 clusters Score -4529071 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4529139.500000 Penalty: 5212.696777
	Iteration 22Q: 3 clusters Score -4529140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4529220.500000 Penalty: 5212.696777
	Iteration 23Q: 3 clusters Score -4529220 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4529264.000000 Penalty: 5212.696777
	Iteration 24Q: 3 clusters Score -4529264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4529315.000000 Penalty: 5212.696777
	Iteration 25Q: 3 clusters Score -4529315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4529374.000000 Penalty: 5212.696777
	Iteration 26Q: 3 clusters Score -4529374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4529422.000000 Penalty: 5212.696777
	Iteration 27Q: 3 clusters Score -4529422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4529488.000000 Penalty: 5212.696777
	Iteration 28Q: 3 clusters Score -4529488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4529555.500000 Penalty: 5212.696777
	Iteration 29Q: 3 clusters Score -4529556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4529613.500000 Penalty: 5212.696777
	Iteration 30Q: 3 clusters Score -4529614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4529668.500000 Penalty: 5212.696777
	Iteration 31Q: 3 clusters Score -4529668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4529727.500000 Penalty: 5212.696777
	Iteration 32Q: 3 clusters Score -4529728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4529768.500000 Penalty: 5212.696777
	Iteration 33Q: 3 clusters Score -4529768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4529808.000000 Penalty: 5212.696777
	Iteration 34Q: 3 clusters Score -4529808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4529855.500000 Penalty: 5212.696777
	Iteration 35Q: 3 clusters Score -4529856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4529913.000000 Penalty: 5212.696777
	Iteration 36Q: 3 clusters Score -4529913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4530034.000000 Penalty: 5212.696777
	Iteration 37Q: 3 clusters Score -4530034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4530133.500000 Penalty: 5212.696777
	Iteration 38Q: 3 clusters Score -4530134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4530251.000000 Penalty: 5212.696777
	Iteration 39Q: 3 clusters Score -4530251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4530326.000000 Penalty: 5212.696777
	Iteration 40F: 3 clusters Score -4530326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4530360.500000 Penalty: 5212.696777
	Iteration 41Q: 3 clusters Score -4530360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4530379.500000 Penalty: 5212.696777
	Iteration 42Q: 3 clusters Score -4530380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -4530383.000000 Penalty: 5212.696777
	Iteration 43Q: 3 clusters Score -4530383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4530401.500000 Penalty: 5212.696777
	Iteration 44Q: 3 clusters Score -4530402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4530398.000000 Penalty: 5212.696777
	Iteration 45Q: 3 clusters Score -4530398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4530404.500000 Penalty: 5212.696777
	Iteration 46Q: 3 clusters Score -4530404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4530413.500000 Penalty: 5212.696777
	Iteration 47Q: 3 clusters Score -4530414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4530415.500000 Penalty: 5212.696777
	Iteration 48Q: 3 clusters Score -4530416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4530416.500000 Penalty: 5212.696777
	Iteration 49Q: 3 clusters Score -4530416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4530413.000000 Penalty: 5212.696777
	Iteration 50Q: 3 clusters Score -4530413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4530417.500000 Penalty: 5212.696777
	Iteration 51Q: 3 clusters Score -4530418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4530416.500000 Penalty: 5212.696777
	Iteration 52Q: 3 clusters Score -4530416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4530416.500000 Penalty: 5212.696777
	Iteration 53F: 3 clusters Score -4530416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1222711.500000 Penalty: 2273.290283
	Iteration 0F: 2 clusters Score -1222712 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 4819 members 
Entering Unmasked Estep 
Score: -1215335.125000 Penalty: 4546.580566
	Iteration 0F: 3 clusters Score -1215335 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1217401.750000 Penalty: 4546.580566
	Iteration 1F: 3 clusters Score -1217402 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1217673.375000 Penalty: 4546.580566
	Iteration 2F: 3 clusters Score -1217673 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1217854.500000 Penalty: 4546.580566
	Iteration 3Q: 3 clusters Score -1217854 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1217986.125000 Penalty: 4546.580566
	Iteration 4Q: 3 clusters Score -1217986 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1218090.375000 Penalty: 4546.580566
	Iteration 5Q: 3 clusters Score -1218090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1218176.375000 Penalty: 4546.580566
	Iteration 6Q: 3 clusters Score -1218176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1218252.125000 Penalty: 4546.580566
	Iteration 7Q: 3 clusters Score -1218252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1218327.625000 Penalty: 4546.580566
	Iteration 8Q: 3 clusters Score -1218328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1218407.625000 Penalty: 4546.580566
	Iteration 9Q: 3 clusters Score -1218408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1218501.375000 Penalty: 4546.580566
	Iteration 10Q: 3 clusters Score -1218501 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1218630.500000 Penalty: 4546.580566
	Iteration 11Q: 3 clusters Score -1218630 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1218792.125000 Penalty: 4546.580566
	Iteration 12Q: 3 clusters Score -1218792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1218993.500000 Penalty: 4546.580566
	Iteration 13Q: 3 clusters Score -1218994 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1219210.125000 Penalty: 4546.580566
	Iteration 14Q: 3 clusters Score -1219210 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1219460.875000 Penalty: 4546.580566
	Iteration 15Q: 3 clusters Score -1219461 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1219704.375000 Penalty: 4546.580566
	Iteration 16Q: 3 clusters Score -1219704 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1219958.500000 Penalty: 4546.580566
	Iteration 17Q: 3 clusters Score -1219958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1220160.500000 Penalty: 4546.580566
	Iteration 18Q: 3 clusters Score -1220160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1220322.375000 Penalty: 4546.580566
	Iteration 19Q: 3 clusters Score -1220322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1220433.250000 Penalty: 4546.580566
	Iteration 20F: 3 clusters Score -1220433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1220515.375000 Penalty: 4546.580566
	Iteration 21Q: 3 clusters Score -1220515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1220574.250000 Penalty: 4546.580566
	Iteration 22Q: 3 clusters Score -1220574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1220620.000000 Penalty: 4546.580566
	Iteration 23Q: 3 clusters Score -1220620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1220648.375000 Penalty: 4546.580566
	Iteration 24Q: 3 clusters Score -1220648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1220673.750000 Penalty: 4546.580566
	Iteration 25Q: 3 clusters Score -1220674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1220686.875000 Penalty: 4546.580566
	Iteration 26Q: 3 clusters Score -1220687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1220691.250000 Penalty: 4546.580566
	Iteration 27Q: 3 clusters Score -1220691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1220694.750000 Penalty: 4546.580566
	Iteration 28Q: 3 clusters Score -1220695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1220697.875000 Penalty: 4546.580566
	Iteration 29Q: 3 clusters Score -1220698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1220697.875000 Penalty: 4546.580566
	Iteration 30Q: 3 clusters Score -1220698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1220699.625000 Penalty: 4546.580566
	Iteration 31Q: 3 clusters Score -1220700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1220699.625000 Penalty: 4546.580566
	Iteration 32F: 3 clusters Score -1220700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -512864.437500 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -512864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -508618.218750 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -508618.2 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -509850.937500 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -509850.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -510275.625000 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -510275.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -510595.937500 Penalty: 4195.208008
	Iteration 3F: 3 clusters Score -510595.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -510838.000000 Penalty: 4195.208008
	Iteration 4F: 3 clusters Score -510838 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -511002.062500 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -511002.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -511151.000000 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -511151 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -511251.125000 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -511251.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -511324.968750 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -511325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -511374.218750 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -511374.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -511412.218750 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -511412.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -511442.375000 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -511442.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -511466.187500 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -511466.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -511487.593750 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -511487.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -511504.687500 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -511504.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -511521.187500 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -511521.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -511538.562500 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -511538.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -511554.312500 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -511554.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -511573.281250 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -511573.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -511591.687500 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -511591.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -511610.687500 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -511610.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -511623.187500 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -511623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -511637.187500 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -511637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -511647.406250 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -511647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -511653.218750 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -511653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -511656.437500 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -511656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -511657.343750 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -511657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -511659.375000 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -511659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -511662.218750 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -511662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -511662.718750 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -511662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -511663.218750 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -511663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -511664.125000 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -511664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -511664.125000 Penalty: 4195.208008
	Iteration 32F: 3 clusters Score -511664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -271037.000000 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -271037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268299.781250 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -268299.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268763.531250 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -268763.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268883.312500 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -268883.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268942.156250 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -268942.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268971.000000 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -268971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -268984.750000 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -268984.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268995.500000 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -268995.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -269006.093750 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -269006.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -269018.093750 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -269018.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269028.218750 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -269028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -269032.125000 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -269032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269036.875000 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -269036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -269040.250000 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -269040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -269044.625000 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -269044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -269046.906250 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -269046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269047.250000 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -269047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269048.125000 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -269048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269048.125000 Penalty: 3806.840576
	Iteration 17F: 3 clusters Score -269048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Entering Unmasked Estep 
Score: -3189417.500000 Penalty: 2514.852539
	Iteration 0F: 2 clusters Score -3189418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3171919.500000 Penalty: 5029.705078
	Iteration 0F: 3 clusters Score -3171920 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3177976.250000 Penalty: 5029.705078
	Iteration 1F: 3 clusters Score -3177976 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3178414.250000 Penalty: 5029.705078
	Iteration 2F: 3 clusters Score -3178414 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3178727.500000 Penalty: 5029.705078
	Iteration 3Q: 3 clusters Score -3178728 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3178933.500000 Penalty: 5029.705078
	Iteration 4Q: 3 clusters Score -3178934 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3179110.250000 Penalty: 5029.705078
	Iteration 5Q: 3 clusters Score -3179110 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3179289.250000 Penalty: 5029.705078
	Iteration 6Q: 3 clusters Score -3179289 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3179440.250000 Penalty: 5029.705078
	Iteration 7Q: 3 clusters Score -3179440 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3179629.500000 Penalty: 5029.705078
	Iteration 8Q: 3 clusters Score -3179630 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3179849.000000 Penalty: 5029.705078
	Iteration 9Q: 3 clusters Score -3179849 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3180175.750000 Penalty: 5029.705078
	Iteration 10Q: 3 clusters Score -3180176 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3180576.250000 Penalty: 5029.705078
	Iteration 11Q: 3 clusters Score -3180576 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3181147.000000 Penalty: 5029.705078
	Iteration 12Q: 3 clusters Score -3181147 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3181885.500000 Penalty: 5029.705078
	Iteration 13Q: 3 clusters Score -3181886 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3182714.250000 Penalty: 5029.705078
	Iteration 14Q: 3 clusters Score -3182714 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3183648.250000 Penalty: 5029.705078
	Iteration 15Q: 3 clusters Score -3183648 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3184568.250000 Penalty: 5029.705078
	Iteration 16Q: 3 clusters Score -3184568 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3185295.750000 Penalty: 5029.705078
	Iteration 17Q: 3 clusters Score -3185296 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3185894.250000 Penalty: 5029.705078
	Iteration 18Q: 3 clusters Score -3185894 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3186302.250000 Penalty: 5029.705078
	Iteration 19Q: 3 clusters Score -3186302 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3186591.000000 Penalty: 5029.705078
	Iteration 20F: 3 clusters Score -3186591 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3186806.250000 Penalty: 5029.705078
	Iteration 21Q: 3 clusters Score -3186806 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3186940.000000 Penalty: 5029.705078
	Iteration 22Q: 3 clusters Score -3186940 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3187044.500000 Penalty: 5029.705078
	Iteration 23Q: 3 clusters Score -3187044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3187129.000000 Penalty: 5029.705078
	Iteration 24Q: 3 clusters Score -3187129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3187188.500000 Penalty: 5029.705078
	Iteration 25Q: 3 clusters Score -3187188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3187233.000000 Penalty: 5029.705078
	Iteration 26Q: 3 clusters Score -3187233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3187257.250000 Penalty: 5029.705078
	Iteration 27Q: 3 clusters Score -3187257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3187288.750000 Penalty: 5029.705078
	Iteration 28Q: 3 clusters Score -3187289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3187307.000000 Penalty: 5029.705078
	Iteration 29Q: 3 clusters Score -3187307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3187311.750000 Penalty: 5029.705078
	Iteration 30Q: 3 clusters Score -3187312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3187321.250000 Penalty: 5029.705078
	Iteration 31Q: 3 clusters Score -3187321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3187325.750000 Penalty: 5029.705078
	Iteration 32Q: 3 clusters Score -3187326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3187330.750000 Penalty: 5029.705078
	Iteration 33Q: 3 clusters Score -3187331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3187336.000000 Penalty: 5029.705078
	Iteration 34Q: 3 clusters Score -3187336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3187340.500000 Penalty: 5029.705078
	Iteration 35Q: 3 clusters Score -3187340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3187341.000000 Penalty: 5029.705078
	Iteration 36Q: 3 clusters Score -3187341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3187347.750000 Penalty: 5029.705078
	Iteration 37Q: 3 clusters Score -3187348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3187349.250000 Penalty: 5029.705078
	Iteration 38Q: 3 clusters Score -3187349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3187355.750000 Penalty: 5029.705078
	Iteration 39Q: 3 clusters Score -3187356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3187352.750000 Penalty: 5029.705078
	Iteration 40F: 3 clusters Score -3187353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3187356.000000 Penalty: 5029.705078
	Iteration 41Q: 3 clusters Score -3187356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3187356.750000 Penalty: 5029.705078
	Iteration 42Q: 3 clusters Score -3187357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3187358.750000 Penalty: 5029.705078
	Iteration 43Q: 3 clusters Score -3187359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3187358.750000 Penalty: 5029.705078
	Iteration 44Q: 3 clusters Score -3187359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3187359.000000 Penalty: 5029.705078
	Iteration 45Q: 3 clusters Score -3187359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3187359.500000 Penalty: 5029.705078
	Iteration 46Q: 3 clusters Score -3187360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3187359.500000 Penalty: 5029.705078
	Iteration 47F: 3 clusters Score -3187360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (257727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257727 members 
Entering Unmasked Estep 
Score: -32374646.000000 Penalty: 3089.994629
	Iteration 0F: 2 clusters Score -3.237465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128574 members 
Mstep: Class 2 contains 129153 members 
Entering Unmasked Estep 
Score: -32203560.000000 Penalty: 6179.989258
	Iteration 0F: 3 clusters Score -3.220356e+07 nChanged 124277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -32276510.000000 Penalty: 6179.989258
	Iteration 1F: 3 clusters Score -3.227651e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -32277638.000000 Penalty: 6179.989258
	Iteration 2Q: 3 clusters Score -3.227764e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -32279702.000000 Penalty: 6179.989258
	Iteration 3Q: 3 clusters Score -3.22797e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -32283078.000000 Penalty: 6179.989258
	Iteration 4Q: 3 clusters Score -3.228308e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 167599 members 
Entering Unmasked Estep 
Score: -32290230.000000 Penalty: 6179.989258
	Iteration 5F: 3 clusters Score -3.229023e+07 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 187608 members 
Entering Unmasked Estep 
Score: -32304222.000000 Penalty: 6179.989258
	Iteration 6F: 3 clusters Score -3.230422e+07 nChanged 24378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 211962 members 
Entering Unmasked Estep 
Score: -32326092.000000 Penalty: 6179.989258
	Iteration 7F: 3 clusters Score -3.232609e+07 nChanged 23372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 235332 members 
Entering Unmasked Estep 
Score: -32349790.000000 Penalty: 6179.989258
	Iteration 8F: 3 clusters Score -3.234979e+07 nChanged 14518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 249850 members 
Entering Unmasked Estep 
Score: -32364430.000000 Penalty: 6179.989258
	Iteration 9F: 3 clusters Score -3.236443e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 255441 members 
Entering Unmasked Estep 
Score: -32369814.000000 Penalty: 6179.989258
	Iteration 10Q: 3 clusters Score -3.236981e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 256904 members 
Entering Unmasked Estep 
Score: -32371280.000000 Penalty: 6179.989258
	Iteration 11Q: 3 clusters Score -3.237128e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 257228 members 
Entering Unmasked Estep 
Score: -32371684.000000 Penalty: 6179.989258
	Iteration 12Q: 3 clusters Score -3.237168e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 257316 members 
Entering Unmasked Estep 
Score: -32371814.000000 Penalty: 6179.989258
	Iteration 13Q: 3 clusters Score -3.237181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -32371870.000000 Penalty: 6179.989258
	Iteration 14Q: 3 clusters Score -3.237187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 257366 members 
Entering Unmasked Estep 
Score: -32371920.000000 Penalty: 6179.989258
	Iteration 15Q: 3 clusters Score -3.237192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257368 members 
Entering Unmasked Estep 
Score: -32371918.000000 Penalty: 6179.989258
	Iteration 16Q: 3 clusters Score -3.237192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 257372 members 
Entering Unmasked Estep 
Score: -32371950.000000 Penalty: 6179.989258
	Iteration 17Q: 3 clusters Score -3.237195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257377 members 
Entering Unmasked Estep 
Score: -32371962.000000 Penalty: 6179.989258
	Iteration 18Q: 3 clusters Score -3.237196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 257381 members 
Entering Unmasked Estep 
Score: -32371970.000000 Penalty: 6179.989258
	Iteration 19Q: 3 clusters Score -3.237197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257385 members 
Entering Unmasked Estep 
Score: -32371998.000000 Penalty: 6179.989258
	Iteration 20F: 3 clusters Score -3.2372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257385 members 
Entering Unmasked Estep 
Score: -32372014.000000 Penalty: 6179.989258
	Iteration 21Q: 3 clusters Score -3.237201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257385 members 
Entering Unmasked Estep 
Score: -32372012.000000 Penalty: 6179.989258
	Iteration 22Q: 3 clusters Score -3.237201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257388 members 
Entering Unmasked Estep 
Score: -32372040.000000 Penalty: 6179.989258
	Iteration 23Q: 3 clusters Score -3.237204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257388 members 
Entering Unmasked Estep 
Score: -32372044.000000 Penalty: 6179.989258
	Iteration 24Q: 3 clusters Score -3.237204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 257388 members 
Entering Unmasked Estep 
Score: -32372028.000000 Penalty: 6179.989258
	Iteration 25Q: 3 clusters Score -3.237203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257386 members 
Entering Unmasked Estep 
Score: -32372058.000000 Penalty: 6179.989258
	Iteration 26Q: 3 clusters Score -3.237206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257385 members 
Entering Unmasked Estep 
Score: -32372060.000000 Penalty: 6179.989258
	Iteration 27Q: 3 clusters Score -3.237206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257386 members 
Entering Unmasked Estep 
Score: -32372062.000000 Penalty: 6179.989258
	Iteration 28Q: 3 clusters Score -3.237206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 257386 members 
Entering Unmasked Estep 
Score: -32372074.000000 Penalty: 6179.989258
	Iteration 29Q: 3 clusters Score -3.237207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 257384 members 
Entering Unmasked Estep 
Score: -32372086.000000 Penalty: 6179.989258
	Iteration 30Q: 3 clusters Score -3.237209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 257381 members 
Entering Unmasked Estep 
Score: -32372090.000000 Penalty: 6179.989258
	Iteration 31Q: 3 clusters Score -3.237209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 257379 members 
Entering Unmasked Estep 
Score: -32372092.000000 Penalty: 6179.989258
	Iteration 32Q: 3 clusters Score -3.237209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257377 members 
Entering Unmasked Estep 
Score: -32372100.000000 Penalty: 6179.989258
	Iteration 33Q: 3 clusters Score -3.23721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257376 members 
Entering Unmasked Estep 
Score: -32372098.000000 Penalty: 6179.989258
	Iteration 34Q: 3 clusters Score -3.23721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 257376 members 
Entering Unmasked Estep 
Score: -32372098.000000 Penalty: 6179.989258
	Iteration 35F: 3 clusters Score -3.23721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Entering Unmasked Estep 
Score: -1105046.375000 Penalty: 2261.047852
	Iteration 0F: 2 clusters Score -1105046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1097977.000000 Penalty: 4522.095703
	Iteration 0F: 3 clusters Score -1097977 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1099963.125000 Penalty: 4522.095703
	Iteration 1F: 3 clusters Score -1099963 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1100359.750000 Penalty: 4522.095703
	Iteration 2F: 3 clusters Score -1100360 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1100765.375000 Penalty: 4522.095703
	Iteration 3F: 3 clusters Score -1100765 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1101180.500000 Penalty: 4522.095703
	Iteration 4F: 3 clusters Score -1101180 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1101601.250000 Penalty: 4522.095703
	Iteration 5F: 3 clusters Score -1101601 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1102038.000000 Penalty: 4522.095703
	Iteration 6F: 3 clusters Score -1102038 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1102493.000000 Penalty: 4522.095703
	Iteration 7F: 3 clusters Score -1102493 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1103035.000000 Penalty: 4522.095703
	Iteration 8F: 3 clusters Score -1103035 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1103582.750000 Penalty: 4522.095703
	Iteration 9F: 3 clusters Score -1103583 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1104072.500000 Penalty: 4522.095703
	Iteration 10Q: 3 clusters Score -1104072 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1104430.875000 Penalty: 4522.095703
	Iteration 11Q: 3 clusters Score -1104431 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1104644.125000 Penalty: 4522.095703
	Iteration 12Q: 3 clusters Score -1104644 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1104749.500000 Penalty: 4522.095703
	Iteration 13Q: 3 clusters Score -1104750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1104801.000000 Penalty: 4522.095703
	Iteration 14Q: 3 clusters Score -1104801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1104824.625000 Penalty: 4522.095703
	Iteration 15Q: 3 clusters Score -1104825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1104828.125000 Penalty: 4522.095703
	Iteration 16Q: 3 clusters Score -1104828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1104832.000000 Penalty: 4522.095703
	Iteration 17Q: 3 clusters Score -1104832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1104832.250000 Penalty: 4522.095703
	Iteration 18Q: 3 clusters Score -1104832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1104835.500000 Penalty: 4522.095703
	Iteration 19Q: 3 clusters Score -1104836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1104836.500000 Penalty: 4522.095703
	Iteration 20F: 3 clusters Score -1104836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1104837.750000 Penalty: 4522.095703
	Iteration 21Q: 3 clusters Score -1104838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1104837.750000 Penalty: 4522.095703
	Iteration 22Q: 3 clusters Score -1104838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1104839.875000 Penalty: 4522.095703
	Iteration 23Q: 3 clusters Score -1104840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1104838.000000 Penalty: 4522.095703
	Iteration 24Q: 3 clusters Score -1104838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1104838.500000 Penalty: 4522.095703
	Iteration 25Q: 3 clusters Score -1104838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1104838.500000 Penalty: 4522.095703
	Iteration 26F: 3 clusters Score -1104838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (150812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Entering Unmasked Estep 
Score: -18671342.000000 Penalty: 2957.099609
	Iteration 0F: 2 clusters Score -1.867134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -18570292.000000 Penalty: 5914.199219
	Iteration 0F: 3 clusters Score -1.857029e+07 nChanged 72203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -18612586.000000 Penalty: 5914.199219
	Iteration 1F: 3 clusters Score -1.861259e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -18613972.000000 Penalty: 5914.199219
	Iteration 2Q: 3 clusters Score -1.861397e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -18615774.000000 Penalty: 5914.199219
	Iteration 3Q: 3 clusters Score -1.861577e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -18618462.000000 Penalty: 5914.199219
	Iteration 4Q: 3 clusters Score -1.861846e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -18621814.000000 Penalty: 5914.199219
	Iteration 5F: 3 clusters Score -1.862181e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -18626888.000000 Penalty: 5914.199219
	Iteration 6F: 3 clusters Score -1.862689e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -18632762.000000 Penalty: 5914.199219
	Iteration 7F: 3 clusters Score -1.863276e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -18639128.000000 Penalty: 5914.199219
	Iteration 8F: 3 clusters Score -1.863913e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -18645340.000000 Penalty: 5914.199219
	Iteration 9F: 3 clusters Score -1.864534e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -18651806.000000 Penalty: 5914.199219
	Iteration 10F: 3 clusters Score -1.865181e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -18657364.000000 Penalty: 5914.199219
	Iteration 11Q: 3 clusters Score -1.865736e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -18661812.000000 Penalty: 5914.199219
	Iteration 12Q: 3 clusters Score -1.866181e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144371 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -18664774.000000 Penalty: 5914.199219
	Iteration 13Q: 3 clusters Score -1.866477e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146851 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -18666570.000000 Penalty: 5914.199219
	Iteration 14Q: 3 clusters Score -1.866657e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -18667574.000000 Penalty: 5914.199219
	Iteration 15Q: 3 clusters Score -1.866757e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -18668138.000000 Penalty: 5914.199219
	Iteration 16Q: 3 clusters Score -1.866814e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -18668400.000000 Penalty: 5914.199219
	Iteration 17Q: 3 clusters Score -1.86684e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149746 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18668634.000000 Penalty: 5914.199219
	Iteration 18Q: 3 clusters Score -1.866863e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18668766.000000 Penalty: 5914.199219
	Iteration 19Q: 3 clusters Score -1.866877e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18668816.000000 Penalty: 5914.199219
	Iteration 20F: 3 clusters Score -1.866882e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -18668848.000000 Penalty: 5914.199219
	Iteration 21Q: 3 clusters Score -1.866885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18668890.000000 Penalty: 5914.199219
	Iteration 22Q: 3 clusters Score -1.866889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18668916.000000 Penalty: 5914.199219
	Iteration 23Q: 3 clusters Score -1.866892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18668954.000000 Penalty: 5914.199219
	Iteration 24Q: 3 clusters Score -1.866895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18668968.000000 Penalty: 5914.199219
	Iteration 25Q: 3 clusters Score -1.866897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18668978.000000 Penalty: 5914.199219
	Iteration 26Q: 3 clusters Score -1.866898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18668976.000000 Penalty: 5914.199219
	Iteration 27Q: 3 clusters Score -1.866898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18668980.000000 Penalty: 5914.199219
	Iteration 28Q: 3 clusters Score -1.866898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18668974.000000 Penalty: 5914.199219
	Iteration 29Q: 3 clusters Score -1.866897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18668994.000000 Penalty: 5914.199219
	Iteration 30Q: 3 clusters Score -1.866899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18668988.000000 Penalty: 5914.199219
	Iteration 31Q: 3 clusters Score -1.866899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18668988.000000 Penalty: 5914.199219
	Iteration 32Q: 3 clusters Score -1.866899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150200 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18668996.000000 Penalty: 5914.199219
	Iteration 33Q: 3 clusters Score -1.8669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18668990.000000 Penalty: 5914.199219
	Iteration 34Q: 3 clusters Score -1.866899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18668990.000000 Penalty: 5914.199219
	Iteration 35F: 3 clusters Score -1.866899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Entering Unmasked Estep 
Score: -3947333.500000 Penalty: 2585.182861
	Iteration 0F: 2 clusters Score -3947334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3924508.750000 Penalty: 5170.365723
	Iteration 0F: 3 clusters Score -3924509 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3933040.500000 Penalty: 5170.365723
	Iteration 1F: 3 clusters Score -3933040 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3933806.500000 Penalty: 5170.365723
	Iteration 2F: 3 clusters Score -3933806 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3934629.500000 Penalty: 5170.365723
	Iteration 3F: 3 clusters Score -3934630 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3935436.500000 Penalty: 5170.365723
	Iteration 4F: 3 clusters Score -3935436 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3936279.750000 Penalty: 5170.365723
	Iteration 5F: 3 clusters Score -3936280 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3937224.250000 Penalty: 5170.365723
	Iteration 6F: 3 clusters Score -3937224 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3938238.000000 Penalty: 5170.365723
	Iteration 7F: 3 clusters Score -3938238 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3939224.000000 Penalty: 5170.365723
	Iteration 8F: 3 clusters Score -3939224 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3940171.000000 Penalty: 5170.365723
	Iteration 9Q: 3 clusters Score -3940171 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3941152.250000 Penalty: 5170.365723
	Iteration 10Q: 3 clusters Score -3941152 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3942177.250000 Penalty: 5170.365723
	Iteration 11Q: 3 clusters Score -3942177 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3943066.250000 Penalty: 5170.365723
	Iteration 12Q: 3 clusters Score -3943066 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3943777.500000 Penalty: 5170.365723
	Iteration 13Q: 3 clusters Score -3943778 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3944293.750000 Penalty: 5170.365723
	Iteration 14Q: 3 clusters Score -3944294 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3944605.250000 Penalty: 5170.365723
	Iteration 15Q: 3 clusters Score -3944605 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3944837.750000 Penalty: 5170.365723
	Iteration 16Q: 3 clusters Score -3944838 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3945009.750000 Penalty: 5170.365723
	Iteration 17Q: 3 clusters Score -3945010 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3945173.000000 Penalty: 5170.365723
	Iteration 18Q: 3 clusters Score -3945173 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3945287.000000 Penalty: 5170.365723
	Iteration 19Q: 3 clusters Score -3945287 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3945402.500000 Penalty: 5170.365723
	Iteration 20F: 3 clusters Score -3945402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3945529.500000 Penalty: 5170.365723
	Iteration 21Q: 3 clusters Score -3945530 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3945641.000000 Penalty: 5170.365723
	Iteration 22Q: 3 clusters Score -3945641 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3945698.000000 Penalty: 5170.365723
	Iteration 23Q: 3 clusters Score -3945698 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3945770.250000 Penalty: 5170.365723
	Iteration 24Q: 3 clusters Score -3945770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3945822.000000 Penalty: 5170.365723
	Iteration 25Q: 3 clusters Score -3945822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3945864.500000 Penalty: 5170.365723
	Iteration 26Q: 3 clusters Score -3945864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3945908.750000 Penalty: 5170.365723
	Iteration 27Q: 3 clusters Score -3945909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3945946.000000 Penalty: 5170.365723
	Iteration 28Q: 3 clusters Score -3945946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3945972.250000 Penalty: 5170.365723
	Iteration 29Q: 3 clusters Score -3945972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3946013.250000 Penalty: 5170.365723
	Iteration 30Q: 3 clusters Score -3946013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3946034.500000 Penalty: 5170.365723
	Iteration 31Q: 3 clusters Score -3946034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3946063.750000 Penalty: 5170.365723
	Iteration 32Q: 3 clusters Score -3946064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3946088.000000 Penalty: 5170.365723
	Iteration 33Q: 3 clusters Score -3946088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3946097.000000 Penalty: 5170.365723
	Iteration 34Q: 3 clusters Score -3946097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3946100.750000 Penalty: 5170.365723
	Iteration 35Q: 3 clusters Score -3946101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3946101.500000 Penalty: 5170.365723
	Iteration 36Q: 3 clusters Score -3946102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3946107.250000 Penalty: 5170.365723
	Iteration 37Q: 3 clusters Score -3946107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3946110.250000 Penalty: 5170.365723
	Iteration 38Q: 3 clusters Score -3946110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3946110.750000 Penalty: 5170.365723
	Iteration 39Q: 3 clusters Score -3946111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3946120.750000 Penalty: 5170.365723
	Iteration 40F: 3 clusters Score -3946121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3946129.500000 Penalty: 5170.365723
	Iteration 41Q: 3 clusters Score -3946130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3946128.000000 Penalty: 5170.365723
	Iteration 42Q: 3 clusters Score -3946128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3946122.500000 Penalty: 5170.365723
	Iteration 43Q: 3 clusters Score -3946122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3946121.500000 Penalty: 5170.365723
	Iteration 44Q: 3 clusters Score -3946122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3946120.000000 Penalty: 5170.365723
	Iteration 45Q: 3 clusters Score -3946120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3946128.500000 Penalty: 5170.365723
	Iteration 46Q: 3 clusters Score -3946128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3946127.000000 Penalty: 5170.365723
	Iteration 47Q: 3 clusters Score -3946127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3946126.500000 Penalty: 5170.365723
	Iteration 48Q: 3 clusters Score -3946126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3946127.250000 Penalty: 5170.365723
	Iteration 49Q: 3 clusters Score -3946127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3946128.750000 Penalty: 5170.365723
	Iteration 50Q: 3 clusters Score -3946129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3946126.500000 Penalty: 5170.365723
	Iteration 51Q: 3 clusters Score -3946126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3946131.000000 Penalty: 5170.365723
	Iteration 52Q: 3 clusters Score -3946131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3946130.000000 Penalty: 5170.365723
	Iteration 53Q: 3 clusters Score -3946130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3946133.000000 Penalty: 5170.365723
	Iteration 54Q: 3 clusters Score -3946133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3946131.000000 Penalty: 5170.365723
	Iteration 55Q: 3 clusters Score -3946131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3946131.000000 Penalty: 5170.365723
	Iteration 56F: 3 clusters Score -3946131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 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 330 members 
Entering Unmasked Estep 
Score: -64584.347656 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64584.35 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64874.128906 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64874.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65005.281250 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65005.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65181.371094 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65181.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65423.953125 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65423.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65677.820312 Penalty: 3223.894287
	Iteration 5F: 3 clusters Score -65677.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65819.023438 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65819.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65877.906250 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65877.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65921.929688 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65921.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65965.773438 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -65965.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65994.765625 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -65994.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66009.281250 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -66009.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66018.257812 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -66018.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66033.976562 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -66033.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66064.234375 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -66064.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66072.726562 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -66072.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66108.062500 Penalty: 3223.894287
	Iteration 16F: 3 clusters Score -66108.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66189.695312 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -66189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66205.437500 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -66205.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66227.437500 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -66227.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66241.789062 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -66241.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66247.062500 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -66247.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66251.828125 Penalty: 3223.894287
	Iteration 22Q: 3 clusters Score -66251.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66251.828125 Penalty: 3223.894287
	Iteration 23F: 3 clusters Score -66251.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 231 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 434 members 
Entering Unmasked Estep 
Score: -142011968.000000 Penalty: 169800.968750
Splitting cluster 23 changes total score from -142013024.000000 to -142011968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Entering Unmasked Estep 
Score: -4879568.500000 Penalty: 2624.053467
	Iteration 0F: 2 clusters Score -4879568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4852874.000000 Penalty: 5248.106934
	Iteration 0F: 3 clusters Score -4852874 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4862917.000000 Penalty: 5248.106934
	Iteration 1F: 3 clusters Score -4862917 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4863688.000000 Penalty: 5248.106934
	Iteration 2Q: 3 clusters Score -4863688 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4864580.000000 Penalty: 5248.106934
	Iteration 3Q: 3 clusters Score -4864580 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4865729.000000 Penalty: 5248.106934
	Iteration 4F: 3 clusters Score -4865729 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4867218.500000 Penalty: 5248.106934
	Iteration 5F: 3 clusters Score -4867218 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4868951.500000 Penalty: 5248.106934
	Iteration 6F: 3 clusters Score -4868952 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4870957.500000 Penalty: 5248.106934
	Iteration 7F: 3 clusters Score -4870958 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4872910.000000 Penalty: 5248.106934
	Iteration 8F: 3 clusters Score -4872910 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4874543.500000 Penalty: 5248.106934
	Iteration 9F: 3 clusters Score -4874544 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4875600.000000 Penalty: 5248.106934
	Iteration 10Q: 3 clusters Score -4875600 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4876342.000000 Penalty: 5248.106934
	Iteration 11Q: 3 clusters Score -4876342 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4876825.500000 Penalty: 5248.106934
	Iteration 12Q: 3 clusters Score -4876826 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4877202.500000 Penalty: 5248.106934
	Iteration 13Q: 3 clusters Score -4877202 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4877473.500000 Penalty: 5248.106934
	Iteration 14Q: 3 clusters Score -4877474 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4877725.000000 Penalty: 5248.106934
	Iteration 15Q: 3 clusters Score -4877725 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4877965.500000 Penalty: 5248.106934
	Iteration 16Q: 3 clusters Score -4877966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4878211.500000 Penalty: 5248.106934
	Iteration 17Q: 3 clusters Score -4878212 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4878452.500000 Penalty: 5248.106934
	Iteration 18Q: 3 clusters Score -4878452 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4878683.500000 Penalty: 5248.106934
	Iteration 19Q: 3 clusters Score -4878684 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4878950.500000 Penalty: 5248.106934
	Iteration 20F: 3 clusters Score -4878950 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4879169.000000 Penalty: 5248.106934
	Iteration 21Q: 3 clusters Score -4879169 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4879398.000000 Penalty: 5248.106934
	Iteration 22Q: 3 clusters Score -4879398 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4879546.500000 Penalty: 5248.106934
	Iteration 23Q: 3 clusters Score -4879546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4879620.000000 Penalty: 5248.106934
	Iteration 24Q: 3 clusters Score -4879620 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4879695.000000 Penalty: 5248.106934
	Iteration 25Q: 3 clusters Score -4879695 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4879735.000000 Penalty: 5248.106934
	Iteration 26Q: 3 clusters Score -4879735 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4879768.500000 Penalty: 5248.106934
	Iteration 27Q: 3 clusters Score -4879768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4879763.000000 Penalty: 5248.106934
	Iteration 28Q: 3 clusters Score -4879763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4879768.000000 Penalty: 5248.106934
	Iteration 29Q: 3 clusters Score -4879768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4879780.500000 Penalty: 5248.106934
	Iteration 30Q: 3 clusters Score -4879780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4879794.500000 Penalty: 5248.106934
	Iteration 31Q: 3 clusters Score -4879794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4879788.000000 Penalty: 5248.106934
	Iteration 32Q: 3 clusters Score -4879788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4879804.000000 Penalty: 5248.106934
	Iteration 33Q: 3 clusters Score -4879804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4879803.500000 Penalty: 5248.106934
	Iteration 34Q: 3 clusters Score -4879804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4879795.000000 Penalty: 5248.106934
	Iteration 35Q: 3 clusters Score -4879795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4879804.000000 Penalty: 5248.106934
	Iteration 36Q: 3 clusters Score -4879804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4879812.500000 Penalty: 5248.106934
	Iteration 37Q: 3 clusters Score -4879812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4879816.500000 Penalty: 5248.106934
	Iteration 38Q: 3 clusters Score -4879816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4879813.000000 Penalty: 5248.106934
	Iteration 39Q: 3 clusters Score -4879813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4879815.500000 Penalty: 5248.106934
	Iteration 40F: 3 clusters Score -4879816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4879817.000000 Penalty: 5248.106934
	Iteration 41Q: 3 clusters Score -4879817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4879819.000000 Penalty: 5248.106934
	Iteration 42Q: 3 clusters Score -4879819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4879819.000000 Penalty: 5248.106934
	Iteration 43Q: 3 clusters Score -4879819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4879813.500000 Penalty: 5248.106934
	Iteration 44Q: 3 clusters Score -4879814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4879805.000000 Penalty: 5248.106934
	Iteration 45Q: 3 clusters Score -4879805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4879806.500000 Penalty: 5248.106934
	Iteration 46Q: 3 clusters Score -4879806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4879814.000000 Penalty: 5248.106934
	Iteration 47Q: 3 clusters Score -4879814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4879818.500000 Penalty: 5248.106934
	Iteration 48Q: 3 clusters Score -4879818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4879826.500000 Penalty: 5248.106934
	Iteration 49Q: 3 clusters Score -4879826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4879831.000000 Penalty: 5248.106934
	Iteration 50Q: 3 clusters Score -4879831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4879833.500000 Penalty: 5248.106934
	Iteration 51Q: 3 clusters Score -4879834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4879840.500000 Penalty: 5248.106934
	Iteration 52Q: 3 clusters Score -4879840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4879836.500000 Penalty: 5248.106934
	Iteration 53Q: 3 clusters Score -4879836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4879836.000000 Penalty: 5248.106934
	Iteration 54Q: 3 clusters Score -4879836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4879834.000000 Penalty: 5248.106934
	Iteration 55Q: 3 clusters Score -4879834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4879829.500000 Penalty: 5248.106934
	Iteration 56Q: 3 clusters Score -4879830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -4879836.500000 Penalty: 5248.106934
	Iteration 57Q: 3 clusters Score -4879836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4879831.500000 Penalty: 5248.106934
	Iteration 58Q: 3 clusters Score -4879832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4879837.000000 Penalty: 5248.106934
	Iteration 59Q: 3 clusters Score -4879837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4879839.500000 Penalty: 5248.106934
	Iteration 60F: 3 clusters Score -4879840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4879844.000000 Penalty: 5248.106934
	Iteration 61Q: 3 clusters Score -4879844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4879842.000000 Penalty: 5248.106934
	Iteration 62Q: 3 clusters Score -4879842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4879840.500000 Penalty: 5248.106934
	Iteration 63Q: 3 clusters Score -4879840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4879841.500000 Penalty: 5248.106934
	Iteration 64Q: 3 clusters Score -4879842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4879841.000000 Penalty: 5248.106934
	Iteration 65Q: 3 clusters Score -4879841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4879837.500000 Penalty: 5248.106934
	Iteration 66Q: 3 clusters Score -4879838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4879838.500000 Penalty: 5248.106934
	Iteration 67Q: 3 clusters Score -4879838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4879835.000000 Penalty: 5248.106934
	Iteration 68Q: 3 clusters Score -4879835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4879835.000000 Penalty: 5248.106934
	Iteration 69Q: 3 clusters Score -4879835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4879835.000000 Penalty: 5248.106934
	Iteration 70F: 3 clusters Score -4879835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 27235 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 12139 members 
Entering Unmasked Estep 
Score: -142012496.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142013024.000000 to -142012496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -188901.515625 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -188901.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186546.953125 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -186547 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -187142.421875 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -187142.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187442.562500 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -187442.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187783.046875 Penalty: 3690.312744
	Iteration 3F: 3 clusters Score -187783 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188120.703125 Penalty: 3690.312744
	Iteration 4F: 3 clusters Score -188120.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -188426.578125 Penalty: 3690.312744
	Iteration 5F: 3 clusters Score -188426.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188650.500000 Penalty: 3690.312744
	Iteration 6F: 3 clusters Score -188650.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -188822.593750 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -188822.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -188985.656250 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -188985.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -189106.281250 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -189106.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -189174.078125 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -189174.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -189215.343750 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -189215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -189243.500000 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -189243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -189257.109375 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -189257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -189274.640625 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -189274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -189282.750000 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -189282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189286.859375 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -189286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -189286.859375 Penalty: 3690.312744
	Iteration 17F: 3 clusters Score -189286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 409 members 
Entering Unmasked Estep 
Score: -142011648.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142013024.000000 to -142011648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Entering Unmasked Estep 
Score: -2430787.750000 Penalty: 2444.438232
	Iteration 0F: 2 clusters Score -2430788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2417263.250000 Penalty: 4888.876465
	Iteration 0F: 3 clusters Score -2417263 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2421766.000000 Penalty: 4888.876465
	Iteration 1F: 3 clusters Score -2421766 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2422137.500000 Penalty: 4888.876465
	Iteration 2F: 3 clusters Score -2422138 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2422448.000000 Penalty: 4888.876465
	Iteration 3Q: 3 clusters Score -2422448 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2422716.500000 Penalty: 4888.876465
	Iteration 4Q: 3 clusters Score -2422716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2422943.750000 Penalty: 4888.876465
	Iteration 5Q: 3 clusters Score -2422944 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2423184.750000 Penalty: 4888.876465
	Iteration 6Q: 3 clusters Score -2423185 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2423466.250000 Penalty: 4888.876465
	Iteration 7Q: 3 clusters Score -2423466 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2423798.750000 Penalty: 4888.876465
	Iteration 8Q: 3 clusters Score -2423799 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2424215.750000 Penalty: 4888.876465
	Iteration 9Q: 3 clusters Score -2424216 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2424824.000000 Penalty: 4888.876465
	Iteration 10Q: 3 clusters Score -2424824 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2425533.250000 Penalty: 4888.876465
	Iteration 11F: 3 clusters Score -2425533 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2426228.500000 Penalty: 4888.876465
	Iteration 12Q: 3 clusters Score -2426228 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2426913.750000 Penalty: 4888.876465
	Iteration 13Q: 3 clusters Score -2426914 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2427483.000000 Penalty: 4888.876465
	Iteration 14Q: 3 clusters Score -2427483 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2427910.250000 Penalty: 4888.876465
	Iteration 15Q: 3 clusters Score -2427910 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2428165.750000 Penalty: 4888.876465
	Iteration 16Q: 3 clusters Score -2428166 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2428338.000000 Penalty: 4888.876465
	Iteration 17Q: 3 clusters Score -2428338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2428449.750000 Penalty: 4888.876465
	Iteration 18Q: 3 clusters Score -2428450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2428525.750000 Penalty: 4888.876465
	Iteration 19Q: 3 clusters Score -2428526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2428577.250000 Penalty: 4888.876465
	Iteration 20F: 3 clusters Score -2428577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2428614.500000 Penalty: 4888.876465
	Iteration 21Q: 3 clusters Score -2428614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2428644.750000 Penalty: 4888.876465
	Iteration 22Q: 3 clusters Score -2428645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2428670.500000 Penalty: 4888.876465
	Iteration 23Q: 3 clusters Score -2428670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2428693.500000 Penalty: 4888.876465
	Iteration 24Q: 3 clusters Score -2428694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2428701.250000 Penalty: 4888.876465
	Iteration 25Q: 3 clusters Score -2428701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2428712.750000 Penalty: 4888.876465
	Iteration 26Q: 3 clusters Score -2428713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2428719.000000 Penalty: 4888.876465
	Iteration 27Q: 3 clusters Score -2428719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2428725.750000 Penalty: 4888.876465
	Iteration 28Q: 3 clusters Score -2428726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2428730.250000 Penalty: 4888.876465
	Iteration 29Q: 3 clusters Score -2428730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2428733.250000 Penalty: 4888.876465
	Iteration 30Q: 3 clusters Score -2428733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2428737.000000 Penalty: 4888.876465
	Iteration 31Q: 3 clusters Score -2428737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2428739.250000 Penalty: 4888.876465
	Iteration 32Q: 3 clusters Score -2428739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2428739.750000 Penalty: 4888.876465
	Iteration 33Q: 3 clusters Score -2428740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2428743.000000 Penalty: 4888.876465
	Iteration 34Q: 3 clusters Score -2428743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2428742.000000 Penalty: 4888.876465
	Iteration 35Q: 3 clusters Score -2428742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2428741.500000 Penalty: 4888.876465
	Iteration 36Q: 3 clusters Score -2428742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2428740.750000 Penalty: 4888.876465
	Iteration 37Q: 3 clusters Score -2428741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2428742.250000 Penalty: 4888.876465
	Iteration 38Q: 3 clusters Score -2428742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2428742.000000 Penalty: 4888.876465
	Iteration 39Q: 3 clusters Score -2428742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2428744.250000 Penalty: 4888.876465
	Iteration 40F: 3 clusters Score -2428744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29841.267578 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29841.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30020.722656 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30020.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30100.384766 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -30100.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30128.345703 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30128.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30134.359375 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30134.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30136.871094 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30136.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30140.177734 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30140.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30140.177734 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -30140.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Entering Unmasked Estep 
Score: -1329014.375000 Penalty: 2309.620850
	Iteration 0F: 2 clusters Score -1329014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1320648.625000 Penalty: 4619.241699
	Iteration 0F: 3 clusters Score -1320649 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1323284.500000 Penalty: 4619.241699
	Iteration 1F: 3 clusters Score -1323284 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1323825.250000 Penalty: 4619.241699
	Iteration 2F: 3 clusters Score -1323825 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1324301.625000 Penalty: 4619.241699
	Iteration 3F: 3 clusters Score -1324302 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1324770.375000 Penalty: 4619.241699
	Iteration 4F: 3 clusters Score -1324770 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1325135.875000 Penalty: 4619.241699
	Iteration 5F: 3 clusters Score -1325136 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1325438.625000 Penalty: 4619.241699
	Iteration 6Q: 3 clusters Score -1325439 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1325688.875000 Penalty: 4619.241699
	Iteration 7Q: 3 clusters Score -1325689 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1325869.375000 Penalty: 4619.241699
	Iteration 8Q: 3 clusters Score -1325869 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1325995.000000 Penalty: 4619.241699
	Iteration 9Q: 3 clusters Score -1325995 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1326070.125000 Penalty: 4619.241699
	Iteration 10Q: 3 clusters Score -1326070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1326129.625000 Penalty: 4619.241699
	Iteration 11Q: 3 clusters Score -1326130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1326173.625000 Penalty: 4619.241699
	Iteration 12Q: 3 clusters Score -1326174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1326210.000000 Penalty: 4619.241699
	Iteration 13Q: 3 clusters Score -1326210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1326230.625000 Penalty: 4619.241699
	Iteration 14Q: 3 clusters Score -1326231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1326253.375000 Penalty: 4619.241699
	Iteration 15Q: 3 clusters Score -1326253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1326276.875000 Penalty: 4619.241699
	Iteration 16Q: 3 clusters Score -1326277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1326288.500000 Penalty: 4619.241699
	Iteration 17Q: 3 clusters Score -1326288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1326311.125000 Penalty: 4619.241699
	Iteration 18Q: 3 clusters Score -1326311 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1326325.875000 Penalty: 4619.241699
	Iteration 19Q: 3 clusters Score -1326326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1326339.500000 Penalty: 4619.241699
	Iteration 20F: 3 clusters Score -1326340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1326349.250000 Penalty: 4619.241699
	Iteration 21Q: 3 clusters Score -1326349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1326367.750000 Penalty: 4619.241699
	Iteration 22Q: 3 clusters Score -1326368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1326389.875000 Penalty: 4619.241699
	Iteration 23Q: 3 clusters Score -1326390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1326423.375000 Penalty: 4619.241699
	Iteration 24Q: 3 clusters Score -1326423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1326452.750000 Penalty: 4619.241699
	Iteration 25Q: 3 clusters Score -1326453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1326495.625000 Penalty: 4619.241699
	Iteration 26Q: 3 clusters Score -1326496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1326542.625000 Penalty: 4619.241699
	Iteration 27Q: 3 clusters Score -1326543 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1326580.875000 Penalty: 4619.241699
	Iteration 28Q: 3 clusters Score -1326581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1326628.125000 Penalty: 4619.241699
	Iteration 29Q: 3 clusters Score -1326628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1326691.125000 Penalty: 4619.241699
	Iteration 30Q: 3 clusters Score -1326691 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1326766.500000 Penalty: 4619.241699
	Iteration 31Q: 3 clusters Score -1326766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1326841.125000 Penalty: 4619.241699
	Iteration 32Q: 3 clusters Score -1326841 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1326927.125000 Penalty: 4619.241699
	Iteration 33Q: 3 clusters Score -1326927 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1327017.375000 Penalty: 4619.241699
	Iteration 34Q: 3 clusters Score -1327017 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1327096.750000 Penalty: 4619.241699
	Iteration 35Q: 3 clusters Score -1327097 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1327200.500000 Penalty: 4619.241699
	Iteration 36Q: 3 clusters Score -1327200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1327297.000000 Penalty: 4619.241699
	Iteration 37Q: 3 clusters Score -1327297 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1327364.875000 Penalty: 4619.241699
	Iteration 38Q: 3 clusters Score -1327365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1327410.500000 Penalty: 4619.241699
	Iteration 39Q: 3 clusters Score -1327410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1327439.375000 Penalty: 4619.241699
	Iteration 40F: 3 clusters Score -1327439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1327467.125000 Penalty: 4619.241699
	Iteration 41Q: 3 clusters Score -1327467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1327502.000000 Penalty: 4619.241699
	Iteration 42Q: 3 clusters Score -1327502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1327527.375000 Penalty: 4619.241699
	Iteration 43Q: 3 clusters Score -1327527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1327544.500000 Penalty: 4619.241699
	Iteration 44Q: 3 clusters Score -1327544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1327560.250000 Penalty: 4619.241699
	Iteration 45Q: 3 clusters Score -1327560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1327572.625000 Penalty: 4619.241699
	Iteration 46Q: 3 clusters Score -1327573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1327585.000000 Penalty: 4619.241699
	Iteration 47Q: 3 clusters Score -1327585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1327595.375000 Penalty: 4619.241699
	Iteration 48Q: 3 clusters Score -1327595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1327602.125000 Penalty: 4619.241699
	Iteration 49Q: 3 clusters Score -1327602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1327604.125000 Penalty: 4619.241699
	Iteration 50Q: 3 clusters Score -1327604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1327612.500000 Penalty: 4619.241699
	Iteration 51Q: 3 clusters Score -1327612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1327613.625000 Penalty: 4619.241699
	Iteration 52Q: 3 clusters Score -1327614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1327619.625000 Penalty: 4619.241699
	Iteration 53Q: 3 clusters Score -1327620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1327626.375000 Penalty: 4619.241699
	Iteration 54Q: 3 clusters Score -1327626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1327628.250000 Penalty: 4619.241699
	Iteration 55Q: 3 clusters Score -1327628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1327633.500000 Penalty: 4619.241699
	Iteration 56Q: 3 clusters Score -1327634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1327638.250000 Penalty: 4619.241699
	Iteration 57Q: 3 clusters Score -1327638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1327640.500000 Penalty: 4619.241699
	Iteration 58Q: 3 clusters Score -1327640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1327643.000000 Penalty: 4619.241699
	Iteration 59Q: 3 clusters Score -1327643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1327643.250000 Penalty: 4619.241699
	Iteration 60F: 3 clusters Score -1327643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1327645.375000 Penalty: 4619.241699
	Iteration 61Q: 3 clusters Score -1327645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1327645.250000 Penalty: 4619.241699
	Iteration 62Q: 3 clusters Score -1327645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1327648.000000 Penalty: 4619.241699
	Iteration 63Q: 3 clusters Score -1327648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1327650.000000 Penalty: 4619.241699
	Iteration 64Q: 3 clusters Score -1327650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1327651.125000 Penalty: 4619.241699
	Iteration 65Q: 3 clusters Score -1327651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1327652.000000 Penalty: 4619.241699
	Iteration 66Q: 3 clusters Score -1327652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1327652.000000 Penalty: 4619.241699
	Iteration 67F: 3 clusters Score -1327652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Entering Unmasked Estep 
Score: -1589829.375000 Penalty: 2349.288086
	Iteration 0F: 2 clusters Score -1589829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1580248.750000 Penalty: 4698.576172
	Iteration 0F: 3 clusters Score -1580249 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1583203.250000 Penalty: 4698.576172
	Iteration 1F: 3 clusters Score -1583203 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1583780.875000 Penalty: 4698.576172
	Iteration 2F: 3 clusters Score -1583781 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1584475.875000 Penalty: 4698.576172
	Iteration 3F: 3 clusters Score -1584476 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1585282.375000 Penalty: 4698.576172
	Iteration 4F: 3 clusters Score -1585282 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1586136.750000 Penalty: 4698.576172
	Iteration 5F: 3 clusters Score -1586137 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1586967.000000 Penalty: 4698.576172
	Iteration 6F: 3 clusters Score -1586967 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1587609.000000 Penalty: 4698.576172
	Iteration 7F: 3 clusters Score -1587609 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1587986.250000 Penalty: 4698.576172
	Iteration 8Q: 3 clusters Score -1587986 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1588174.500000 Penalty: 4698.576172
	Iteration 9Q: 3 clusters Score -1588174 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1588323.250000 Penalty: 4698.576172
	Iteration 10Q: 3 clusters Score -1588323 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1588441.500000 Penalty: 4698.576172
	Iteration 11Q: 3 clusters Score -1588442 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1588546.875000 Penalty: 4698.576172
	Iteration 12Q: 3 clusters Score -1588547 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1588631.125000 Penalty: 4698.576172
	Iteration 13Q: 3 clusters Score -1588631 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1588697.375000 Penalty: 4698.576172
	Iteration 14Q: 3 clusters Score -1588697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1588760.875000 Penalty: 4698.576172
	Iteration 15Q: 3 clusters Score -1588761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1588820.750000 Penalty: 4698.576172
	Iteration 16Q: 3 clusters Score -1588821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1588868.375000 Penalty: 4698.576172
	Iteration 17Q: 3 clusters Score -1588868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1588894.375000 Penalty: 4698.576172
	Iteration 18Q: 3 clusters Score -1588894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1588916.375000 Penalty: 4698.576172
	Iteration 19Q: 3 clusters Score -1588916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1588935.125000 Penalty: 4698.576172
	Iteration 20F: 3 clusters Score -1588935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1588947.375000 Penalty: 4698.576172
	Iteration 21Q: 3 clusters Score -1588947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1588969.250000 Penalty: 4698.576172
	Iteration 22Q: 3 clusters Score -1588969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1588979.000000 Penalty: 4698.576172
	Iteration 23Q: 3 clusters Score -1588979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1588987.750000 Penalty: 4698.576172
	Iteration 24Q: 3 clusters Score -1588988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1588990.625000 Penalty: 4698.576172
	Iteration 25Q: 3 clusters Score -1588991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1589001.500000 Penalty: 4698.576172
	Iteration 26Q: 3 clusters Score -1589002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1589007.250000 Penalty: 4698.576172
	Iteration 27Q: 3 clusters Score -1589007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1589011.750000 Penalty: 4698.576172
	Iteration 28Q: 3 clusters Score -1589012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1589021.000000 Penalty: 4698.576172
	Iteration 29Q: 3 clusters Score -1589021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1589021.625000 Penalty: 4698.576172
	Iteration 30Q: 3 clusters Score -1589022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1589024.125000 Penalty: 4698.576172
	Iteration 31Q: 3 clusters Score -1589024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1589026.500000 Penalty: 4698.576172
	Iteration 32Q: 3 clusters Score -1589026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1589032.375000 Penalty: 4698.576172
	Iteration 33Q: 3 clusters Score -1589032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1589033.625000 Penalty: 4698.576172
	Iteration 34Q: 3 clusters Score -1589034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1589033.750000 Penalty: 4698.576172
	Iteration 35Q: 3 clusters Score -1589034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1589034.125000 Penalty: 4698.576172
	Iteration 36Q: 3 clusters Score -1589034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1589037.250000 Penalty: 4698.576172
	Iteration 37Q: 3 clusters Score -1589037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1589037.000000 Penalty: 4698.576172
	Iteration 38Q: 3 clusters Score -1589037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1589036.125000 Penalty: 4698.576172
	Iteration 39Q: 3 clusters Score -1589036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1589036.125000 Penalty: 4698.576172
	Iteration 40F: 3 clusters Score -1589036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -528620.312500 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -528620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -524602.687500 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -524602.7 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -525511.125000 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -525511.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -525699.187500 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -525699.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -525827.875000 Penalty: 4136.866211
	Iteration 3Q: 3 clusters Score -525827.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -525939.937500 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -525939.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -526032.000000 Penalty: 4136.866211
	Iteration 5Q: 3 clusters Score -526032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -526131.562500 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -526131.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -526251.500000 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -526251.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -526360.125000 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -526360.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -526467.000000 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -526467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -526584.312500 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -526584.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -526673.750000 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -526673.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -526743.125000 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -526743.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -526812.875000 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -526812.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -526878.500000 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -526878.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -526927.125000 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -526927.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -526980.500000 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -526980.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -527020.437500 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -527020.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -527049.687500 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -527049.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -527077.250000 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -527077.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -527100.937500 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -527100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -527126.062500 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -527126.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -527149.125000 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -527149.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -527164.312500 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -527164.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -527170.562500 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -527170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -527177.125000 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -527177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -527181.562500 Penalty: 4136.866211
	Iteration 26Q: 3 clusters Score -527181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -527183.937500 Penalty: 4136.866211
	Iteration 27Q: 3 clusters Score -527183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -527187.000000 Penalty: 4136.866211
	Iteration 28Q: 3 clusters Score -527187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -527188.375000 Penalty: 4136.866211
	Iteration 29Q: 3 clusters Score -527188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -527190.687500 Penalty: 4136.866211
	Iteration 30Q: 3 clusters Score -527190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -527190.687500 Penalty: 4136.866211
	Iteration 31F: 3 clusters Score -527190.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -699423.187500 Penalty: 2138.368408
	Iteration 0F: 2 clusters Score -699423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -694500.437500 Penalty: 4276.736816
	Iteration 0F: 3 clusters Score -694500.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -695723.000000 Penalty: 4276.736816
	Iteration 1F: 3 clusters Score -695723 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -695953.500000 Penalty: 4276.736816
	Iteration 2F: 3 clusters Score -695953.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -696091.062500 Penalty: 4276.736816
	Iteration 3F: 3 clusters Score -696091.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -696172.625000 Penalty: 4276.736816
	Iteration 4Q: 3 clusters Score -696172.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -696224.375000 Penalty: 4276.736816
	Iteration 5Q: 3 clusters Score -696224.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -696271.437500 Penalty: 4276.736816
	Iteration 6Q: 3 clusters Score -696271.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -696310.187500 Penalty: 4276.736816
	Iteration 7Q: 3 clusters Score -696310.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -696363.562500 Penalty: 4276.736816
	Iteration 8Q: 3 clusters Score -696363.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -696400.750000 Penalty: 4276.736816
	Iteration 9Q: 3 clusters Score -696400.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -696437.187500 Penalty: 4276.736816
	Iteration 10Q: 3 clusters Score -696437.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -696469.937500 Penalty: 4276.736816
	Iteration 11Q: 3 clusters Score -696469.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -696500.875000 Penalty: 4276.736816
	Iteration 12Q: 3 clusters Score -696500.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -696535.062500 Penalty: 4276.736816
	Iteration 13Q: 3 clusters Score -696535.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -696571.375000 Penalty: 4276.736816
	Iteration 14Q: 3 clusters Score -696571.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -696610.125000 Penalty: 4276.736816
	Iteration 15Q: 3 clusters Score -696610.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -696656.875000 Penalty: 4276.736816
	Iteration 16Q: 3 clusters Score -696656.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -696714.312500 Penalty: 4276.736816
	Iteration 17Q: 3 clusters Score -696714.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -696770.312500 Penalty: 4276.736816
	Iteration 18Q: 3 clusters Score -696770.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -696832.500000 Penalty: 4276.736816
	Iteration 19Q: 3 clusters Score -696832.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -696905.750000 Penalty: 4276.736816
	Iteration 20F: 3 clusters Score -696905.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -696971.187500 Penalty: 4276.736816
	Iteration 21Q: 3 clusters Score -696971.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -697044.625000 Penalty: 4276.736816
	Iteration 22Q: 3 clusters Score -697044.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -697119.312500 Penalty: 4276.736816
	Iteration 23Q: 3 clusters Score -697119.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -697194.312500 Penalty: 4276.736816
	Iteration 24Q: 3 clusters Score -697194.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -697263.000000 Penalty: 4276.736816
	Iteration 25Q: 3 clusters Score -697263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -697322.687500 Penalty: 4276.736816
	Iteration 26Q: 3 clusters Score -697322.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -697374.500000 Penalty: 4276.736816
	Iteration 27Q: 3 clusters Score -697374.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -697416.125000 Penalty: 4276.736816
	Iteration 28Q: 3 clusters Score -697416.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -697453.625000 Penalty: 4276.736816
	Iteration 29Q: 3 clusters Score -697453.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -697483.937500 Penalty: 4276.736816
	Iteration 30Q: 3 clusters Score -697483.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -697511.125000 Penalty: 4276.736816
	Iteration 31Q: 3 clusters Score -697511.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -697532.062500 Penalty: 4276.736816
	Iteration 32Q: 3 clusters Score -697532.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -697551.750000 Penalty: 4276.736816
	Iteration 33Q: 3 clusters Score -697551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -697557.125000 Penalty: 4276.736816
	Iteration 34Q: 3 clusters Score -697557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -697560.750000 Penalty: 4276.736816
	Iteration 35Q: 3 clusters Score -697560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -697564.187500 Penalty: 4276.736816
	Iteration 36Q: 3 clusters Score -697564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -697566.687500 Penalty: 4276.736816
	Iteration 37Q: 3 clusters Score -697566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -697568.750000 Penalty: 4276.736816
	Iteration 38Q: 3 clusters Score -697568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -697572.500000 Penalty: 4276.736816
	Iteration 39Q: 3 clusters Score -697572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -697575.500000 Penalty: 4276.736816
	Iteration 40F: 3 clusters Score -697575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -697579.875000 Penalty: 4276.736816
	Iteration 41Q: 3 clusters Score -697579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -697580.812500 Penalty: 4276.736816
	Iteration 42Q: 3 clusters Score -697580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -697583.062500 Penalty: 4276.736816
	Iteration 43Q: 3 clusters Score -697583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -697583.625000 Penalty: 4276.736816
	Iteration 44Q: 3 clusters Score -697583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -697585.437500 Penalty: 4276.736816
	Iteration 45Q: 3 clusters Score -697585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -697586.750000 Penalty: 4276.736816
	Iteration 46Q: 3 clusters Score -697586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -697589.250000 Penalty: 4276.736816
	Iteration 47Q: 3 clusters Score -697589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -697589.562500 Penalty: 4276.736816
	Iteration 48Q: 3 clusters Score -697589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -697589.562500 Penalty: 4276.736816
	Iteration 49F: 3 clusters Score -697589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Entering Unmasked Estep 
Score: -2079898.500000 Penalty: 2427.762939
	Iteration 0F: 2 clusters Score -2079898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2067237.000000 Penalty: 4855.525879
	Iteration 0F: 3 clusters Score -2067237 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2071682.250000 Penalty: 4855.525879
	Iteration 1F: 3 clusters Score -2071682 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2072284.875000 Penalty: 4855.525879
	Iteration 2F: 3 clusters Score -2072285 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2072850.250000 Penalty: 4855.525879
	Iteration 3F: 3 clusters Score -2072850 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2073423.750000 Penalty: 4855.525879
	Iteration 4F: 3 clusters Score -2073424 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2074027.500000 Penalty: 4855.525879
	Iteration 5F: 3 clusters Score -2074028 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2074615.625000 Penalty: 4855.525879
	Iteration 6F: 3 clusters Score -2074616 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2075154.250000 Penalty: 4855.525879
	Iteration 7F: 3 clusters Score -2075154 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2075616.375000 Penalty: 4855.525879
	Iteration 8Q: 3 clusters Score -2075616 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2076043.625000 Penalty: 4855.525879
	Iteration 9Q: 3 clusters Score -2076044 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2076425.625000 Penalty: 4855.525879
	Iteration 10Q: 3 clusters Score -2076426 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2076758.625000 Penalty: 4855.525879
	Iteration 11Q: 3 clusters Score -2076759 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2076994.375000 Penalty: 4855.525879
	Iteration 12Q: 3 clusters Score -2076994 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2077186.750000 Penalty: 4855.525879
	Iteration 13Q: 3 clusters Score -2077187 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2077326.000000 Penalty: 4855.525879
	Iteration 14Q: 3 clusters Score -2077326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2077416.500000 Penalty: 4855.525879
	Iteration 15Q: 3 clusters Score -2077416 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2077506.375000 Penalty: 4855.525879
	Iteration 16Q: 3 clusters Score -2077506 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2077576.125000 Penalty: 4855.525879
	Iteration 17Q: 3 clusters Score -2077576 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2077623.500000 Penalty: 4855.525879
	Iteration 18Q: 3 clusters Score -2077624 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2077651.000000 Penalty: 4855.525879
	Iteration 19Q: 3 clusters Score -2077651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2077677.625000 Penalty: 4855.525879
	Iteration 20F: 3 clusters Score -2077678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2077700.750000 Penalty: 4855.525879
	Iteration 21Q: 3 clusters Score -2077701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2077718.750000 Penalty: 4855.525879
	Iteration 22Q: 3 clusters Score -2077719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2077734.500000 Penalty: 4855.525879
	Iteration 23Q: 3 clusters Score -2077734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2077741.625000 Penalty: 4855.525879
	Iteration 24Q: 3 clusters Score -2077742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2077752.125000 Penalty: 4855.525879
	Iteration 25Q: 3 clusters Score -2077752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2077760.125000 Penalty: 4855.525879
	Iteration 26Q: 3 clusters Score -2077760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2077767.875000 Penalty: 4855.525879
	Iteration 27Q: 3 clusters Score -2077768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2077771.375000 Penalty: 4855.525879
	Iteration 28Q: 3 clusters Score -2077771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2077780.875000 Penalty: 4855.525879
	Iteration 29Q: 3 clusters Score -2077781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2077780.125000 Penalty: 4855.525879
	Iteration 30Q: 3 clusters Score -2077780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2077781.250000 Penalty: 4855.525879
	Iteration 31Q: 3 clusters Score -2077781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2077779.375000 Penalty: 4855.525879
	Iteration 32Q: 3 clusters Score -2077779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2077783.375000 Penalty: 4855.525879
	Iteration 33Q: 3 clusters Score -2077783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2077784.875000 Penalty: 4855.525879
	Iteration 34Q: 3 clusters Score -2077785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2077787.625000 Penalty: 4855.525879
	Iteration 35Q: 3 clusters Score -2077788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2077787.750000 Penalty: 4855.525879
	Iteration 36Q: 3 clusters Score -2077788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2077787.125000 Penalty: 4855.525879
	Iteration 37Q: 3 clusters Score -2077787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2077788.625000 Penalty: 4855.525879
	Iteration 38Q: 3 clusters Score -2077789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2077783.875000 Penalty: 4855.525879
	Iteration 39Q: 3 clusters Score -2077784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2077784.250000 Penalty: 4855.525879
	Iteration 40F: 3 clusters Score -2077784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2077786.375000 Penalty: 4855.525879
	Iteration 41Q: 3 clusters Score -2077786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2077783.000000 Penalty: 4855.525879
	Iteration 42Q: 3 clusters Score -2077783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2077786.000000 Penalty: 4855.525879
	Iteration 43Q: 3 clusters Score -2077786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2077789.250000 Penalty: 4855.525879
	Iteration 44Q: 3 clusters Score -2077789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2077789.250000 Penalty: 4855.525879
	Iteration 45F: 3 clusters Score -2077789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -286714.375000 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -286714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283867.375000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -283867.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -284384.875000 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -284384.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284543.218750 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -284543.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -284618.468750 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -284618.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284653.562500 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -284653.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -284676.375000 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -284676.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -284694.312500 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -284694.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -284717.843750 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -284717.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -284740.687500 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -284740.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -284763.312500 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -284763.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -284782.843750 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -284782.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -284801.968750 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -284802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -284824.281250 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -284824.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284845.562500 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -284845.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -284863.468750 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -284863.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -284879.093750 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -284879.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -284893.593750 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -284893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -284902.812500 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -284902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -284909.156250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -284909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -284916.812500 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -284916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -284928.250000 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -284928.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -284935.687500 Penalty: 3855.494141
	Iteration 21Q: 3 clusters Score -284935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -284939.687500 Penalty: 3855.494141
	Iteration 22Q: 3 clusters Score -284939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -284941.343750 Penalty: 3855.494141
	Iteration 23Q: 3 clusters Score -284941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -284944.531250 Penalty: 3855.494141
	Iteration 24Q: 3 clusters Score -284944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -284946.500000 Penalty: 3855.494141
	Iteration 25Q: 3 clusters Score -284946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -284949.500000 Penalty: 3855.494141
	Iteration 26Q: 3 clusters Score -284949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -284950.937500 Penalty: 3855.494141
	Iteration 27Q: 3 clusters Score -284950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -284952.281250 Penalty: 3855.494141
	Iteration 28Q: 3 clusters Score -284952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -284953.843750 Penalty: 3855.494141
	Iteration 29Q: 3 clusters Score -284953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -284955.437500 Penalty: 3855.494141
	Iteration 30Q: 3 clusters Score -284955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -284957.093750 Penalty: 3855.494141
	Iteration 31Q: 3 clusters Score -284957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -284957.468750 Penalty: 3855.494141
	Iteration 32Q: 3 clusters Score -284957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -284957.875000 Penalty: 3855.494141
	Iteration 33Q: 3 clusters Score -284957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284958.218750 Penalty: 3855.494141
	Iteration 34Q: 3 clusters Score -284958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284958.218750 Penalty: 3855.494141
	Iteration 35F: 3 clusters Score -284958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -1055706.875000 Penalty: 2237.655762
	Iteration 0F: 2 clusters Score -1055707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1049115.500000 Penalty: 4475.311523
	Iteration 0F: 3 clusters Score -1049116 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1050919.875000 Penalty: 4475.311523
	Iteration 1F: 3 clusters Score -1050920 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1051183.875000 Penalty: 4475.311523
	Iteration 2F: 3 clusters Score -1051184 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1051370.250000 Penalty: 4475.311523
	Iteration 3Q: 3 clusters Score -1051370 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1051513.625000 Penalty: 4475.311523
	Iteration 4Q: 3 clusters Score -1051514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1051665.125000 Penalty: 4475.311523
	Iteration 5Q: 3 clusters Score -1051665 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1051801.625000 Penalty: 4475.311523
	Iteration 6Q: 3 clusters Score -1051802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1051933.625000 Penalty: 4475.311523
	Iteration 7Q: 3 clusters Score -1051934 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1052081.625000 Penalty: 4475.311523
	Iteration 8Q: 3 clusters Score -1052082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1052257.000000 Penalty: 4475.311523
	Iteration 9Q: 3 clusters Score -1052257 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1052427.875000 Penalty: 4475.311523
	Iteration 10Q: 3 clusters Score -1052428 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1052581.500000 Penalty: 4475.311523
	Iteration 11Q: 3 clusters Score -1052582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1052710.250000 Penalty: 4475.311523
	Iteration 12Q: 3 clusters Score -1052710 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1052829.125000 Penalty: 4475.311523
	Iteration 13Q: 3 clusters Score -1052829 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1052912.750000 Penalty: 4475.311523
	Iteration 14Q: 3 clusters Score -1052913 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1052986.000000 Penalty: 4475.311523
	Iteration 15Q: 3 clusters Score -1052986 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1053040.375000 Penalty: 4475.311523
	Iteration 16Q: 3 clusters Score -1053040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1053080.750000 Penalty: 4475.311523
	Iteration 17Q: 3 clusters Score -1053081 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1053104.500000 Penalty: 4475.311523
	Iteration 18Q: 3 clusters Score -1053104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1053126.625000 Penalty: 4475.311523
	Iteration 19Q: 3 clusters Score -1053127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1053151.750000 Penalty: 4475.311523
	Iteration 20F: 3 clusters Score -1053152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1053172.625000 Penalty: 4475.311523
	Iteration 21Q: 3 clusters Score -1053173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1053185.250000 Penalty: 4475.311523
	Iteration 22Q: 3 clusters Score -1053185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1053195.000000 Penalty: 4475.311523
	Iteration 23Q: 3 clusters Score -1053195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1053198.625000 Penalty: 4475.311523
	Iteration 24Q: 3 clusters Score -1053199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1053203.000000 Penalty: 4475.311523
	Iteration 25Q: 3 clusters Score -1053203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1053205.375000 Penalty: 4475.311523
	Iteration 26Q: 3 clusters Score -1053205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1053207.375000 Penalty: 4475.311523
	Iteration 27Q: 3 clusters Score -1053207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1053208.875000 Penalty: 4475.311523
	Iteration 28Q: 3 clusters Score -1053209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1053212.750000 Penalty: 4475.311523
	Iteration 29Q: 3 clusters Score -1053213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1053213.250000 Penalty: 4475.311523
	Iteration 30Q: 3 clusters Score -1053213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1053214.000000 Penalty: 4475.311523
	Iteration 31Q: 3 clusters Score -1053214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1053218.375000 Penalty: 4475.311523
	Iteration 32Q: 3 clusters Score -1053218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1053220.250000 Penalty: 4475.311523
	Iteration 33Q: 3 clusters Score -1053220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1053218.500000 Penalty: 4475.311523
	Iteration 34Q: 3 clusters Score -1053218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1053223.375000 Penalty: 4475.311523
	Iteration 35Q: 3 clusters Score -1053223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1053225.000000 Penalty: 4475.311523
	Iteration 36Q: 3 clusters Score -1053225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1053224.375000 Penalty: 4475.311523
	Iteration 37Q: 3 clusters Score -1053224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1053227.500000 Penalty: 4475.311523
	Iteration 38Q: 3 clusters Score -1053228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1053226.000000 Penalty: 4475.311523
	Iteration 39Q: 3 clusters Score -1053226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1053231.000000 Penalty: 4475.311523
	Iteration 40F: 3 clusters Score -1053231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1053232.625000 Penalty: 4475.311523
	Iteration 41Q: 3 clusters Score -1053233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1053233.250000 Penalty: 4475.311523
	Iteration 42Q: 3 clusters Score -1053233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1053232.875000 Penalty: 4475.311523
	Iteration 43Q: 3 clusters Score -1053233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1053232.875000 Penalty: 4475.311523
	Iteration 44Q: 3 clusters Score -1053233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1053232.625000 Penalty: 4475.311523
	Iteration 45Q: 3 clusters Score -1053233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1053233.875000 Penalty: 4475.311523
	Iteration 46Q: 3 clusters Score -1053234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1053234.250000 Penalty: 4475.311523
	Iteration 47Q: 3 clusters Score -1053234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1053235.875000 Penalty: 4475.311523
	Iteration 48Q: 3 clusters Score -1053236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1053236.750000 Penalty: 4475.311523
	Iteration 49Q: 3 clusters Score -1053237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1053236.375000 Penalty: 4475.311523
	Iteration 50Q: 3 clusters Score -1053236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1053237.375000 Penalty: 4475.311523
	Iteration 51Q: 3 clusters Score -1053237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1053236.000000 Penalty: 4475.311523
	Iteration 52Q: 3 clusters Score -1053236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1053240.625000 Penalty: 4475.311523
	Iteration 53Q: 3 clusters Score -1053241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1053242.500000 Penalty: 4475.311523
	Iteration 54Q: 3 clusters Score -1053242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1053243.000000 Penalty: 4475.311523
	Iteration 55Q: 3 clusters Score -1053243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1053242.500000 Penalty: 4475.311523
	Iteration 56Q: 3 clusters Score -1053242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1053241.875000 Penalty: 4475.311523
	Iteration 57Q: 3 clusters Score -1053242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1053243.000000 Penalty: 4475.311523
	Iteration 58Q: 3 clusters Score -1053243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1053243.375000 Penalty: 4475.311523
	Iteration 59Q: 3 clusters Score -1053243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1053242.625000 Penalty: 4475.311523
	Iteration 60F: 3 clusters Score -1053243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1053244.375000 Penalty: 4475.311523
	Iteration 61Q: 3 clusters Score -1053244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1053244.500000 Penalty: 4475.311523
	Iteration 62Q: 3 clusters Score -1053244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1053244.000000 Penalty: 4475.311523
	Iteration 63Q: 3 clusters Score -1053244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1053245.875000 Penalty: 4475.311523
	Iteration 64Q: 3 clusters Score -1053246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1053247.375000 Penalty: 4475.311523
	Iteration 65Q: 3 clusters Score -1053247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1053247.375000 Penalty: 4475.311523
	Iteration 66Q: 3 clusters Score -1053247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1053249.375000 Penalty: 4475.311523
	Iteration 67Q: 3 clusters Score -1053249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1053249.125000 Penalty: 4475.311523
	Iteration 68Q: 3 clusters Score -1053249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1053249.625000 Penalty: 4475.311523
	Iteration 69Q: 3 clusters Score -1053250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1053249.500000 Penalty: 4475.311523
	Iteration 70Q: 3 clusters Score -1053250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1053250.250000 Penalty: 4475.311523
	Iteration 71Q: 3 clusters Score -1053250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1053248.875000 Penalty: 4475.311523
	Iteration 72Q: 3 clusters Score -1053249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1053248.875000 Penalty: 4475.311523
	Iteration 73F: 3 clusters Score -1053249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -690557.312500 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -690557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -685557.437500 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -685557.4 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -686895.625000 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -686895.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -687212.437500 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -687212.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -687466.375000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -687466.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -687680.687500 Penalty: 4297.459473
	Iteration 4F: 3 clusters Score -687680.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -687888.000000 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -687888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -688064.375000 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -688064.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -688222.375000 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -688222.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -688402.375000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -688402.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -688577.812500 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -688577.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -688767.250000 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -688767.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -688942.812500 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -688942.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -689139.062500 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -689139.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -689296.437500 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -689296.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -689394.187500 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -689394.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -689454.500000 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -689454.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -689482.500000 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -689482.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -689496.500000 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -689496.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -689511.000000 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -689511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -689517.687500 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -689517.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -689522.937500 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -689522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -689525.562500 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -689525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -689526.875000 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -689526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -689526.875000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -689526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -689527.500000 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -689527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -689528.750000 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -689528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -689528.750000 Penalty: 4297.459473
	Iteration 26F: 3 clusters Score -689528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133233.421875 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133233.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133686.203125 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133686.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133961.328125 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133961.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134205.343750 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134205.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -134433.062500 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134433.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -134600.203125 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -134600.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134691.609375 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134691.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -134725.390625 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -134742.265625 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -134753.843750 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134758.515625 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -134767.781250 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134773.093750 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134791.890625 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -134816.562500 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -134816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134854.187500 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -134854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -134859.406250 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -134859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -134862.531250 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -134862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134866.312500 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -134866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134866.312500 Penalty: 3513.360352
	Iteration 19F: 3 clusters Score -134866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23895.207031 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23895.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24044.271484 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24044.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24152.380859 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -24152.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24187.544922 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24187.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24301.429688 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24301.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24335.753906 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24335.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24363.496094 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24363.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24396.640625 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24396.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24454.623047 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24454.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24485.111328 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24485.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24519.806641 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -24519.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24555.861328 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -24555.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24602.945312 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -24602.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24602.945312 Penalty: 2784.111572
	Iteration 13F: 3 clusters Score -24602.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 189 members 
Entering Unmasked Estep 
Score: -37866.574219 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37866.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38019.812500 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -38019.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38067.585938 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38067.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38087.917969 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38087.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38107.496094 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38116.820312 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38116.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38130.945312 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38130.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38133.320312 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -38133.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38133.320312 Penalty: 2920.883301
	Iteration 8F: 3 clusters Score -38133.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -857302.562500 Penalty: 2196.522705
	Iteration 0F: 2 clusters Score -857302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -851492.250000 Penalty: 4393.045410
	Iteration 0F: 3 clusters Score -851492.2 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -853007.125000 Penalty: 4393.045410
	Iteration 1F: 3 clusters Score -853007.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -853239.687500 Penalty: 4393.045410
	Iteration 2F: 3 clusters Score -853239.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -853409.312500 Penalty: 4393.045410
	Iteration 3F: 3 clusters Score -853409.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -853543.812500 Penalty: 4393.045410
	Iteration 4Q: 3 clusters Score -853543.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -853656.937500 Penalty: 4393.045410
	Iteration 5Q: 3 clusters Score -853656.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -853746.625000 Penalty: 4393.045410
	Iteration 6Q: 3 clusters Score -853746.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -853835.437500 Penalty: 4393.045410
	Iteration 7Q: 3 clusters Score -853835.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -853927.250000 Penalty: 4393.045410
	Iteration 8Q: 3 clusters Score -853927.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -854020.375000 Penalty: 4393.045410
	Iteration 9Q: 3 clusters Score -854020.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -854128.250000 Penalty: 4393.045410
	Iteration 10Q: 3 clusters Score -854128.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -854239.125000 Penalty: 4393.045410
	Iteration 11Q: 3 clusters Score -854239.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -854373.187500 Penalty: 4393.045410
	Iteration 12Q: 3 clusters Score -854373.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -854522.312500 Penalty: 4393.045410
	Iteration 13Q: 3 clusters Score -854522.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -854677.562500 Penalty: 4393.045410
	Iteration 14Q: 3 clusters Score -854677.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -854831.625000 Penalty: 4393.045410
	Iteration 15Q: 3 clusters Score -854831.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -854966.625000 Penalty: 4393.045410
	Iteration 16Q: 3 clusters Score -854966.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -855055.875000 Penalty: 4393.045410
	Iteration 17Q: 3 clusters Score -855055.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -855134.375000 Penalty: 4393.045410
	Iteration 18Q: 3 clusters Score -855134.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -855200.375000 Penalty: 4393.045410
	Iteration 19Q: 3 clusters Score -855200.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -855248.125000 Penalty: 4393.045410
	Iteration 20F: 3 clusters Score -855248.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -855283.312500 Penalty: 4393.045410
	Iteration 21Q: 3 clusters Score -855283.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -855313.375000 Penalty: 4393.045410
	Iteration 22Q: 3 clusters Score -855313.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -855336.437500 Penalty: 4393.045410
	Iteration 23Q: 3 clusters Score -855336.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -855348.375000 Penalty: 4393.045410
	Iteration 24Q: 3 clusters Score -855348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -855359.250000 Penalty: 4393.045410
	Iteration 25Q: 3 clusters Score -855359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -855366.187500 Penalty: 4393.045410
	Iteration 26Q: 3 clusters Score -855366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -855377.375000 Penalty: 4393.045410
	Iteration 27Q: 3 clusters Score -855377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -855381.812500 Penalty: 4393.045410
	Iteration 28Q: 3 clusters Score -855381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -855385.812500 Penalty: 4393.045410
	Iteration 29Q: 3 clusters Score -855385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -855388.625000 Penalty: 4393.045410
	Iteration 30Q: 3 clusters Score -855388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -855388.125000 Penalty: 4393.045410
	Iteration 31Q: 3 clusters Score -855388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -855391.937500 Penalty: 4393.045410
	Iteration 32Q: 3 clusters Score -855391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -855394.187500 Penalty: 4393.045410
	Iteration 33Q: 3 clusters Score -855394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -855397.625000 Penalty: 4393.045410
	Iteration 34Q: 3 clusters Score -855397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -855404.500000 Penalty: 4393.045410
	Iteration 35Q: 3 clusters Score -855404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -855408.375000 Penalty: 4393.045410
	Iteration 36Q: 3 clusters Score -855408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -855413.437500 Penalty: 4393.045410
	Iteration 37Q: 3 clusters Score -855413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -855421.687500 Penalty: 4393.045410
	Iteration 38Q: 3 clusters Score -855421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -855426.375000 Penalty: 4393.045410
	Iteration 39Q: 3 clusters Score -855426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -855428.625000 Penalty: 4393.045410
	Iteration 40F: 3 clusters Score -855428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -855434.500000 Penalty: 4393.045410
	Iteration 41Q: 3 clusters Score -855434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -855437.250000 Penalty: 4393.045410
	Iteration 42Q: 3 clusters Score -855437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -855438.687500 Penalty: 4393.045410
	Iteration 43Q: 3 clusters Score -855438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -855438.687500 Penalty: 4393.045410
	Iteration 44F: 3 clusters Score -855438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (152453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Entering Unmasked Estep 
Score: -19194552.000000 Penalty: 2959.783691
	Iteration 0F: 2 clusters Score -1.919455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -19092320.000000 Penalty: 5919.567383
	Iteration 0F: 3 clusters Score -1.909232e+07 nChanged 73104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -19134492.000000 Penalty: 5919.567383
	Iteration 1F: 3 clusters Score -1.913449e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5919.567383
	Iteration 2Q: 3 clusters Score -1.913568e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -19137064.000000 Penalty: 5919.567383
	Iteration 3Q: 3 clusters Score -1.913706e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -19138784.000000 Penalty: 5919.567383
	Iteration 4Q: 3 clusters Score -1.913878e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -19141818.000000 Penalty: 5919.567383
	Iteration 5Q: 3 clusters Score -1.914182e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -19146528.000000 Penalty: 5919.567383
	Iteration 6F: 3 clusters Score -1.914653e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -19154092.000000 Penalty: 5919.567383
	Iteration 7F: 3 clusters Score -1.915409e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -19164042.000000 Penalty: 5919.567383
	Iteration 8F: 3 clusters Score -1.916404e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -19173334.000000 Penalty: 5919.567383
	Iteration 9F: 3 clusters Score -1.917333e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -19180056.000000 Penalty: 5919.567383
	Iteration 10Q: 3 clusters Score -1.918006e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138634 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -19184046.000000 Penalty: 5919.567383
	Iteration 11Q: 3 clusters Score -1.918405e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -19186338.000000 Penalty: 5919.567383
	Iteration 12Q: 3 clusters Score -1.918634e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -19187854.000000 Penalty: 5919.567383
	Iteration 13Q: 3 clusters Score -1.918785e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -19188856.000000 Penalty: 5919.567383
	Iteration 14Q: 3 clusters Score -1.918886e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -19189638.000000 Penalty: 5919.567383
	Iteration 15Q: 3 clusters Score -1.918964e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -19190060.000000 Penalty: 5919.567383
	Iteration 16Q: 3 clusters Score -1.919006e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -19190348.000000 Penalty: 5919.567383
	Iteration 17Q: 3 clusters Score -1.919035e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -19190762.000000 Penalty: 5919.567383
	Iteration 18Q: 3 clusters Score -1.919076e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -19190924.000000 Penalty: 5919.567383
	Iteration 19Q: 3 clusters Score -1.919092e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -19191048.000000 Penalty: 5919.567383
	Iteration 20F: 3 clusters Score -1.919105e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -19191218.000000 Penalty: 5919.567383
	Iteration 21Q: 3 clusters Score -1.919122e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -19191276.000000 Penalty: 5919.567383
	Iteration 22Q: 3 clusters Score -1.919128e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -19191354.000000 Penalty: 5919.567383
	Iteration 23Q: 3 clusters Score -1.919135e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -19191438.000000 Penalty: 5919.567383
	Iteration 24Q: 3 clusters Score -1.919144e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -19191520.000000 Penalty: 5919.567383
	Iteration 25Q: 3 clusters Score -1.919152e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -19191584.000000 Penalty: 5919.567383
	Iteration 26Q: 3 clusters Score -1.919158e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -19191624.000000 Penalty: 5919.567383
	Iteration 27Q: 3 clusters Score -1.919162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19191668.000000 Penalty: 5919.567383
	Iteration 28Q: 3 clusters Score -1.919167e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -19191732.000000 Penalty: 5919.567383
	Iteration 29Q: 3 clusters Score -1.919173e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19191770.000000 Penalty: 5919.567383
	Iteration 30Q: 3 clusters Score -1.919177e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -19191792.000000 Penalty: 5919.567383
	Iteration 31Q: 3 clusters Score -1.919179e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -19191814.000000 Penalty: 5919.567383
	Iteration 32Q: 3 clusters Score -1.919181e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149545 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -19191808.000000 Penalty: 5919.567383
	Iteration 33Q: 3 clusters Score -1.919181e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19191844.000000 Penalty: 5919.567383
	Iteration 34Q: 3 clusters Score -1.919184e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149706 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -19191862.000000 Penalty: 5919.567383
	Iteration 35Q: 3 clusters Score -1.919186e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19191890.000000 Penalty: 5919.567383
	Iteration 36Q: 3 clusters Score -1.919189e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19191908.000000 Penalty: 5919.567383
	Iteration 37Q: 3 clusters Score -1.919191e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19191930.000000 Penalty: 5919.567383
	Iteration 38Q: 3 clusters Score -1.919193e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19191938.000000 Penalty: 5919.567383
	Iteration 39Q: 3 clusters Score -1.919194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19191964.000000 Penalty: 5919.567383
	Iteration 40F: 3 clusters Score -1.919196e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -19191956.000000 Penalty: 5919.567383
	Iteration 41Q: 3 clusters Score -1.919196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150172 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19192000.000000 Penalty: 5919.567383
	Iteration 42Q: 3 clusters Score -1.9192e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19192072.000000 Penalty: 5919.567383
	Iteration 43Q: 3 clusters Score -1.919207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -19192092.000000 Penalty: 5919.567383
	Iteration 44Q: 3 clusters Score -1.919209e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19192132.000000 Penalty: 5919.567383
	Iteration 45Q: 3 clusters Score -1.919213e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19192148.000000 Penalty: 5919.567383
	Iteration 46Q: 3 clusters Score -1.919215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19192172.000000 Penalty: 5919.567383
	Iteration 47Q: 3 clusters Score -1.919217e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -19192186.000000 Penalty: 5919.567383
	Iteration 48Q: 3 clusters Score -1.919219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19192204.000000 Penalty: 5919.567383
	Iteration 49Q: 3 clusters Score -1.91922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19192212.000000 Penalty: 5919.567383
	Iteration 50Q: 3 clusters Score -1.919221e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19192234.000000 Penalty: 5919.567383
	Iteration 51Q: 3 clusters Score -1.919223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150524 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19192214.000000 Penalty: 5919.567383
	Iteration 52Q: 3 clusters Score -1.919221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -19192238.000000 Penalty: 5919.567383
	Iteration 53Q: 3 clusters Score -1.919224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19192228.000000 Penalty: 5919.567383
	Iteration 54Q: 3 clusters Score -1.919223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19192236.000000 Penalty: 5919.567383
	Iteration 55Q: 3 clusters Score -1.919224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19192232.000000 Penalty: 5919.567383
	Iteration 56Q: 3 clusters Score -1.919223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19192254.000000 Penalty: 5919.567383
	Iteration 57Q: 3 clusters Score -1.919225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19192264.000000 Penalty: 5919.567383
	Iteration 58Q: 3 clusters Score -1.919226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19192272.000000 Penalty: 5919.567383
	Iteration 59Q: 3 clusters Score -1.919227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150632 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -19192270.000000 Penalty: 5919.567383
	Iteration 60F: 3 clusters Score -1.919227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150647 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -19192274.000000 Penalty: 5919.567383
	Iteration 61Q: 3 clusters Score -1.919227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150662 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -19192294.000000 Penalty: 5919.567383
	Iteration 62Q: 3 clusters Score -1.919229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -19192290.000000 Penalty: 5919.567383
	Iteration 63Q: 3 clusters Score -1.919229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19192286.000000 Penalty: 5919.567383
	Iteration 64Q: 3 clusters Score -1.919229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19192300.000000 Penalty: 5919.567383
	Iteration 65Q: 3 clusters Score -1.91923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19192278.000000 Penalty: 5919.567383
	Iteration 66Q: 3 clusters Score -1.919228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19192280.000000 Penalty: 5919.567383
	Iteration 67Q: 3 clusters Score -1.919228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -19192296.000000 Penalty: 5919.567383
	Iteration 68Q: 3 clusters Score -1.91923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19192308.000000 Penalty: 5919.567383
	Iteration 69Q: 3 clusters Score -1.919231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19192302.000000 Penalty: 5919.567383
	Iteration 70Q: 3 clusters Score -1.91923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19192282.000000 Penalty: 5919.567383
	Iteration 71Q: 3 clusters Score -1.919228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19192286.000000 Penalty: 5919.567383
	Iteration 72Q: 3 clusters Score -1.919229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19192306.000000 Penalty: 5919.567383
	Iteration 73Q: 3 clusters Score -1.919231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19192290.000000 Penalty: 5919.567383
	Iteration 74Q: 3 clusters Score -1.919229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -19192282.000000 Penalty: 5919.567383
	Iteration 75Q: 3 clusters Score -1.919228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19192288.000000 Penalty: 5919.567383
	Iteration 76Q: 3 clusters Score -1.919229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19192288.000000 Penalty: 5919.567383
	Iteration 77F: 3 clusters Score -1.919229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18273.693359 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18273.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18429.289062 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18429.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18644.562500 Penalty: 2612.857666
	Iteration 2F: 3 clusters Score -18644.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18763.562500 Penalty: 2612.857666
	Iteration 3F: 3 clusters Score -18763.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19041.199219 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -19041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19162.962891 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -19162.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19307.212891 Penalty: 2612.857666
	Iteration 6Q: 3 clusters Score -19307.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19359.564453 Penalty: 2612.857666
	Iteration 7Q: 3 clusters Score -19359.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19366.017578 Penalty: 2612.857666
	Iteration 8Q: 3 clusters Score -19366.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19366.017578 Penalty: 2612.857666
	Iteration 9F: 3 clusters Score -19366.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 147 members 
Entering Unmasked Estep 
Score: -142010816.000000 Penalty: 169800.968750
Splitting cluster 41 changes total score from -142013024.000000 to -142010816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -696107.250000 Penalty: 2171.618164
	Iteration 0F: 2 clusters Score -696107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -690759.687500 Penalty: 4343.236328
	Iteration 0F: 3 clusters Score -690759.7 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -692273.562500 Penalty: 4343.236328
	Iteration 1F: 3 clusters Score -692273.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -692682.625000 Penalty: 4343.236328
	Iteration 2F: 3 clusters Score -692682.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -692998.625000 Penalty: 4343.236328
	Iteration 3F: 3 clusters Score -692998.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -693268.062500 Penalty: 4343.236328
	Iteration 4F: 3 clusters Score -693268.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -693460.812500 Penalty: 4343.236328
	Iteration 5Q: 3 clusters Score -693460.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -693641.750000 Penalty: 4343.236328
	Iteration 6Q: 3 clusters Score -693641.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -693813.500000 Penalty: 4343.236328
	Iteration 7Q: 3 clusters Score -693813.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -693963.437500 Penalty: 4343.236328
	Iteration 8Q: 3 clusters Score -693963.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -694090.750000 Penalty: 4343.236328
	Iteration 9Q: 3 clusters Score -694090.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -694191.250000 Penalty: 4343.236328
	Iteration 10Q: 3 clusters Score -694191.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -694305.062500 Penalty: 4343.236328
	Iteration 11Q: 3 clusters Score -694305.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -694398.812500 Penalty: 4343.236328
	Iteration 12Q: 3 clusters Score -694398.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -694484.750000 Penalty: 4343.236328
	Iteration 13Q: 3 clusters Score -694484.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -694563.125000 Penalty: 4343.236328
	Iteration 14Q: 3 clusters Score -694563.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -694621.812500 Penalty: 4343.236328
	Iteration 15Q: 3 clusters Score -694621.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -694680.062500 Penalty: 4343.236328
	Iteration 16Q: 3 clusters Score -694680.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -694728.500000 Penalty: 4343.236328
	Iteration 17Q: 3 clusters Score -694728.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -694766.812500 Penalty: 4343.236328
	Iteration 18Q: 3 clusters Score -694766.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -694797.312500 Penalty: 4343.236328
	Iteration 19Q: 3 clusters Score -694797.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -694824.250000 Penalty: 4343.236328
	Iteration 20F: 3 clusters Score -694824.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -694843.312500 Penalty: 4343.236328
	Iteration 21Q: 3 clusters Score -694843.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -694861.187500 Penalty: 4343.236328
	Iteration 22Q: 3 clusters Score -694861.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -694874.750000 Penalty: 4343.236328
	Iteration 23Q: 3 clusters Score -694874.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694883.687500 Penalty: 4343.236328
	Iteration 24Q: 3 clusters Score -694883.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -694887.625000 Penalty: 4343.236328
	Iteration 25Q: 3 clusters Score -694887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -694889.500000 Penalty: 4343.236328
	Iteration 26Q: 3 clusters Score -694889.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -694892.000000 Penalty: 4343.236328
	Iteration 27Q: 3 clusters Score -694892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -694893.125000 Penalty: 4343.236328
	Iteration 28Q: 3 clusters Score -694893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -694896.000000 Penalty: 4343.236328
	Iteration 29Q: 3 clusters Score -694896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -694901.062500 Penalty: 4343.236328
	Iteration 30Q: 3 clusters Score -694901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694901.687500 Penalty: 4343.236328
	Iteration 31Q: 3 clusters Score -694901.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694902.375000 Penalty: 4343.236328
	Iteration 32Q: 3 clusters Score -694902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694905.750000 Penalty: 4343.236328
	Iteration 33Q: 3 clusters Score -694905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -694906.312500 Penalty: 4343.236328
	Iteration 34Q: 3 clusters Score -694906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -694907.812500 Penalty: 4343.236328
	Iteration 35Q: 3 clusters Score -694907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -694908.812500 Penalty: 4343.236328
	Iteration 36Q: 3 clusters Score -694908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -694909.375000 Penalty: 4343.236328
	Iteration 37Q: 3 clusters Score -694909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -694910.625000 Penalty: 4343.236328
	Iteration 38Q: 3 clusters Score -694910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694911.125000 Penalty: 4343.236328
	Iteration 39Q: 3 clusters Score -694911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -694911.125000 Penalty: 4343.236328
	Iteration 40F: 3 clusters Score -694911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -252838.031250 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -252838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249990.078125 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -249990.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250674.796875 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -250674.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -250970.296875 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -250970.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -251304.875000 Penalty: 3837.424805
	Iteration 3F: 3 clusters Score -251304.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -251733.390625 Penalty: 3837.424805
	Iteration 4F: 3 clusters Score -251733.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -252407.515625 Penalty: 3837.424805
	Iteration 5F: 3 clusters Score -252407.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -252851.171875 Penalty: 3837.424805
	Iteration 6F: 3 clusters Score -252851.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -253089.593750 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -253089.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -253219.828125 Penalty: 3837.424805
	Iteration 8Q: 3 clusters Score -253219.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -253291.562500 Penalty: 3837.424805
	Iteration 9Q: 3 clusters Score -253291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -253329.218750 Penalty: 3837.424805
	Iteration 10Q: 3 clusters Score -253329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -253354.421875 Penalty: 3837.424805
	Iteration 11Q: 3 clusters Score -253354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -253375.265625 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -253375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -253394.234375 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -253394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -253418.843750 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -253418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -253449.390625 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -253449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -253465.609375 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -253465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -253470.906250 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -253470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -253474.843750 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -253474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -253477.234375 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -253477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -253482.296875 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -253482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -253484.546875 Penalty: 3837.424805
	Iteration 21Q: 3 clusters Score -253484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -253486.515625 Penalty: 3837.424805
	Iteration 22Q: 3 clusters Score -253486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -253488.296875 Penalty: 3837.424805
	Iteration 23Q: 3 clusters Score -253488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -253488.296875 Penalty: 3837.424805
	Iteration 24F: 3 clusters Score -253488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Mstep: Class 49 contains 1912 members 
Entering Unmasked Estep 
Score: -142012304.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142013024.000000 to -142012304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Entering Unmasked Estep 
Score: -823520.625000 Penalty: 2202.040283
	Iteration 0F: 2 clusters Score -823520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -817686.187500 Penalty: 4404.080566
	Iteration 0F: 3 clusters Score -817686.2 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -819227.937500 Penalty: 4404.080566
	Iteration 1F: 3 clusters Score -819227.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -819527.625000 Penalty: 4404.080566
	Iteration 2F: 3 clusters Score -819527.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -819732.250000 Penalty: 4404.080566
	Iteration 3F: 3 clusters Score -819732.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -819896.125000 Penalty: 4404.080566
	Iteration 4Q: 3 clusters Score -819896.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -820042.312500 Penalty: 4404.080566
	Iteration 5Q: 3 clusters Score -820042.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -820179.437500 Penalty: 4404.080566
	Iteration 6Q: 3 clusters Score -820179.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -820303.437500 Penalty: 4404.080566
	Iteration 7Q: 3 clusters Score -820303.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -820417.312500 Penalty: 4404.080566
	Iteration 8Q: 3 clusters Score -820417.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -820519.937500 Penalty: 4404.080566
	Iteration 9Q: 3 clusters Score -820519.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -820601.500000 Penalty: 4404.080566
	Iteration 10Q: 3 clusters Score -820601.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -820674.125000 Penalty: 4404.080566
	Iteration 11Q: 3 clusters Score -820674.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -820744.437500 Penalty: 4404.080566
	Iteration 12Q: 3 clusters Score -820744.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -820799.187500 Penalty: 4404.080566
	Iteration 13Q: 3 clusters Score -820799.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -820845.687500 Penalty: 4404.080566
	Iteration 14Q: 3 clusters Score -820845.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -820886.625000 Penalty: 4404.080566
	Iteration 15Q: 3 clusters Score -820886.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -820920.687500 Penalty: 4404.080566
	Iteration 16Q: 3 clusters Score -820920.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -820954.312500 Penalty: 4404.080566
	Iteration 17Q: 3 clusters Score -820954.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -820986.250000 Penalty: 4404.080566
	Iteration 18Q: 3 clusters Score -820986.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -821024.562500 Penalty: 4404.080566
	Iteration 19Q: 3 clusters Score -821024.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -821056.500000 Penalty: 4404.080566
	Iteration 20F: 3 clusters Score -821056.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -821088.875000 Penalty: 4404.080566
	Iteration 21Q: 3 clusters Score -821088.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -821116.437500 Penalty: 4404.080566
	Iteration 22Q: 3 clusters Score -821116.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -821138.312500 Penalty: 4404.080566
	Iteration 23Q: 3 clusters Score -821138.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -821163.000000 Penalty: 4404.080566
	Iteration 24Q: 3 clusters Score -821163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -821189.250000 Penalty: 4404.080566
	Iteration 25Q: 3 clusters Score -821189.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -821223.687500 Penalty: 4404.080566
	Iteration 26Q: 3 clusters Score -821223.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -821253.000000 Penalty: 4404.080566
	Iteration 27Q: 3 clusters Score -821253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -821296.750000 Penalty: 4404.080566
	Iteration 28Q: 3 clusters Score -821296.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -821334.875000 Penalty: 4404.080566
	Iteration 29Q: 3 clusters Score -821334.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -821379.875000 Penalty: 4404.080566
	Iteration 30Q: 3 clusters Score -821379.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -821424.750000 Penalty: 4404.080566
	Iteration 31Q: 3 clusters Score -821424.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -821456.125000 Penalty: 4404.080566
	Iteration 32Q: 3 clusters Score -821456.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -821485.937500 Penalty: 4404.080566
	Iteration 33Q: 3 clusters Score -821485.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -821512.875000 Penalty: 4404.080566
	Iteration 34Q: 3 clusters Score -821512.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -821551.375000 Penalty: 4404.080566
	Iteration 35Q: 3 clusters Score -821551.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -821580.562500 Penalty: 4404.080566
	Iteration 36Q: 3 clusters Score -821580.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -821605.500000 Penalty: 4404.080566
	Iteration 37Q: 3 clusters Score -821605.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -821626.500000 Penalty: 4404.080566
	Iteration 38Q: 3 clusters Score -821626.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -821646.312500 Penalty: 4404.080566
	Iteration 39Q: 3 clusters Score -821646.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -821669.875000 Penalty: 4404.080566
	Iteration 40F: 3 clusters Score -821669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -821687.500000 Penalty: 4404.080566
	Iteration 41Q: 3 clusters Score -821687.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -821708.437500 Penalty: 4404.080566
	Iteration 42Q: 3 clusters Score -821708.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -821723.312500 Penalty: 4404.080566
	Iteration 43Q: 3 clusters Score -821723.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -821740.437500 Penalty: 4404.080566
	Iteration 44Q: 3 clusters Score -821740.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -821760.187500 Penalty: 4404.080566
	Iteration 45Q: 3 clusters Score -821760.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -821774.437500 Penalty: 4404.080566
	Iteration 46Q: 3 clusters Score -821774.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -821785.687500 Penalty: 4404.080566
	Iteration 47Q: 3 clusters Score -821785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -821796.312500 Penalty: 4404.080566
	Iteration 48Q: 3 clusters Score -821796.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -821804.875000 Penalty: 4404.080566
	Iteration 49Q: 3 clusters Score -821804.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -821815.687500 Penalty: 4404.080566
	Iteration 50Q: 3 clusters Score -821815.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -821825.062500 Penalty: 4404.080566
	Iteration 51Q: 3 clusters Score -821825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -821831.500000 Penalty: 4404.080566
	Iteration 52Q: 3 clusters Score -821831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -821837.062500 Penalty: 4404.080566
	Iteration 53Q: 3 clusters Score -821837.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -821841.625000 Penalty: 4404.080566
	Iteration 54Q: 3 clusters Score -821841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -821849.875000 Penalty: 4404.080566
	Iteration 55Q: 3 clusters Score -821849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -821854.125000 Penalty: 4404.080566
	Iteration 56Q: 3 clusters Score -821854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -821859.375000 Penalty: 4404.080566
	Iteration 57Q: 3 clusters Score -821859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -821858.875000 Penalty: 4404.080566
	Iteration 58Q: 3 clusters Score -821858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -821859.937500 Penalty: 4404.080566
	Iteration 59Q: 3 clusters Score -821859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -821862.375000 Penalty: 4404.080566
	Iteration 60F: 3 clusters Score -821862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -821862.000000 Penalty: 4404.080566
	Iteration 61Q: 3 clusters Score -821862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -821864.125000 Penalty: 4404.080566
	Iteration 62Q: 3 clusters Score -821864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -821865.000000 Penalty: 4404.080566
	Iteration 63Q: 3 clusters Score -821865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -821866.062500 Penalty: 4404.080566
	Iteration 64Q: 3 clusters Score -821866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -821865.812500 Penalty: 4404.080566
	Iteration 65Q: 3 clusters Score -821865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -821865.812500 Penalty: 4404.080566
	Iteration 66F: 3 clusters Score -821865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14890.158203 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14890.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15037.140625 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15037.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15045.644531 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15045.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15045.644531 Penalty: 2610.294189
	Iteration 3F: 3 clusters Score -15045.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -195896.328125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -195896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193493.312500 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -193493.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -193878.093750 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -193878.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -193998.218750 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -193998.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -194061.640625 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -194061.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194106.937500 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -194106.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -194135.156250 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -194135.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194152.531250 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -194152.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194168.765625 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -194168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -194177.453125 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -194177.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194183.984375 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -194184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194190.937500 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -194190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194191.640625 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -194191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194191.640625 Penalty: 3671.313477
	Iteration 12F: 3 clusters Score -194191.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49869.085938 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49869.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50067.578125 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50067.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50123.394531 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50123.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50138.632812 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50138.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50152.750000 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50152.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50163.664062 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50163.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50171.953125 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50171.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50187.699219 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50195.437500 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -50195.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50208.300781 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -50208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50223.835938 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -50223.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50234.757812 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -50234.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50247.367188 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -50247.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50247.367188 Penalty: 3052.809570
	Iteration 13F: 3 clusters Score -50247.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (44945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Entering Unmasked Estep 
Score: -5545984.000000 Penalty: 2656.872314
	Iteration 0F: 2 clusters Score -5545984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5515573.000000 Penalty: 5313.744629
	Iteration 0F: 3 clusters Score -5515573 nChanged 20772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5526870.500000 Penalty: 5313.744629
	Iteration 1F: 3 clusters Score -5526870 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5527279.000000 Penalty: 5313.744629
	Iteration 2Q: 3 clusters Score -5527279 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5527733.500000 Penalty: 5313.744629
	Iteration 3Q: 3 clusters Score -5527734 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5528150.500000 Penalty: 5313.744629
	Iteration 4Q: 3 clusters Score -5528150 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -5528602.500000 Penalty: 5313.744629
	Iteration 5Q: 3 clusters Score -5528602 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5529227.500000 Penalty: 5313.744629
	Iteration 6Q: 3 clusters Score -5529228 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5530045.500000 Penalty: 5313.744629
	Iteration 7Q: 3 clusters Score -5530046 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5531161.500000 Penalty: 5313.744629
	Iteration 8Q: 3 clusters Score -5531162 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5532664.000000 Penalty: 5313.744629
	Iteration 9F: 3 clusters Score -5532664 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5534706.500000 Penalty: 5313.744629
	Iteration 10F: 3 clusters Score -5534706 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5537055.500000 Penalty: 5313.744629
	Iteration 11F: 3 clusters Score -5537056 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5539219.000000 Penalty: 5313.744629
	Iteration 12F: 3 clusters Score -5539219 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5540848.000000 Penalty: 5313.744629
	Iteration 13Q: 3 clusters Score -5540848 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5542039.500000 Penalty: 5313.744629
	Iteration 14Q: 3 clusters Score -5542040 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5542735.000000 Penalty: 5313.744629
	Iteration 15Q: 3 clusters Score -5542735 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5543123.500000 Penalty: 5313.744629
	Iteration 16Q: 3 clusters Score -5543124 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5543390.000000 Penalty: 5313.744629
	Iteration 17Q: 3 clusters Score -5543390 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5543536.000000 Penalty: 5313.744629
	Iteration 18Q: 3 clusters Score -5543536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5543624.000000 Penalty: 5313.744629
	Iteration 19Q: 3 clusters Score -5543624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5543687.000000 Penalty: 5313.744629
	Iteration 20F: 3 clusters Score -5543687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5543731.000000 Penalty: 5313.744629
	Iteration 21Q: 3 clusters Score -5543731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5543750.500000 Penalty: 5313.744629
	Iteration 22Q: 3 clusters Score -5543750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5543769.500000 Penalty: 5313.744629
	Iteration 23Q: 3 clusters Score -5543770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5543781.000000 Penalty: 5313.744629
	Iteration 24Q: 3 clusters Score -5543781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5543797.000000 Penalty: 5313.744629
	Iteration 25Q: 3 clusters Score -5543797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5543812.500000 Penalty: 5313.744629
	Iteration 26Q: 3 clusters Score -5543812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5543823.000000 Penalty: 5313.744629
	Iteration 27Q: 3 clusters Score -5543823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5543827.500000 Penalty: 5313.744629
	Iteration 28Q: 3 clusters Score -5543828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5543839.500000 Penalty: 5313.744629
	Iteration 29Q: 3 clusters Score -5543840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5543850.500000 Penalty: 5313.744629
	Iteration 30Q: 3 clusters Score -5543850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5543851.000000 Penalty: 5313.744629
	Iteration 31Q: 3 clusters Score -5543851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5543849.000000 Penalty: 5313.744629
	Iteration 32Q: 3 clusters Score -5543849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5543851.000000 Penalty: 5313.744629
	Iteration 33Q: 3 clusters Score -5543851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5543845.500000 Penalty: 5313.744629
	Iteration 34Q: 3 clusters Score -5543846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5543849.000000 Penalty: 5313.744629
	Iteration 35Q: 3 clusters Score -5543849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5543850.000000 Penalty: 5313.744629
	Iteration 36Q: 3 clusters Score -5543850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5543855.500000 Penalty: 5313.744629
	Iteration 37Q: 3 clusters Score -5543856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5543855.500000 Penalty: 5313.744629
	Iteration 38Q: 3 clusters Score -5543856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5543860.000000 Penalty: 5313.744629
	Iteration 39Q: 3 clusters Score -5543860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5543855.500000 Penalty: 5313.744629
	Iteration 40F: 3 clusters Score -5543856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5543859.000000 Penalty: 5313.744629
	Iteration 41Q: 3 clusters Score -5543859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5543868.500000 Penalty: 5313.744629
	Iteration 42Q: 3 clusters Score -5543868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5543869.500000 Penalty: 5313.744629
	Iteration 43Q: 3 clusters Score -5543870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5543873.000000 Penalty: 5313.744629
	Iteration 44Q: 3 clusters Score -5543873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5543875.000000 Penalty: 5313.744629
	Iteration 45Q: 3 clusters Score -5543875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5543869.500000 Penalty: 5313.744629
	Iteration 46Q: 3 clusters Score -5543870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5543870.500000 Penalty: 5313.744629
	Iteration 47Q: 3 clusters Score -5543870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5543870.000000 Penalty: 5313.744629
	Iteration 48Q: 3 clusters Score -5543870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5543870.000000 Penalty: 5313.744629
	Iteration 49F: 3 clusters Score -5543870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51223 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 257727 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150812 members 
Mstep: Class 22 contains 33662 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19084 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5792 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152453 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7181 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012976.000000 Penalty: 166335.640625
Iteration 319Q: 49 clusters Score -1.42013e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51225 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122920 members 
Mstep: Class 9 contains 28596 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 9555 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 257984 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150854 members 
Mstep: Class 22 contains 33656 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19078 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4188 members 
Mstep: Class 31 contains 5562 members 
Mstep: Class 32 contains 17846 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5793 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 152164 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6351 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7180 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013024.000000 Penalty: 166335.640625
Iteration 320F: 49 clusters Score -1.42013e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51230 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122921 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 9533 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 258252 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150893 members 
Mstep: Class 22 contains 33645 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 5558 members 
Mstep: Class 32 contains 17852 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 151854 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6351 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7177 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 44991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 321Q: 49 clusters Score -1.420128e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51237 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122937 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36685 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25346 members 
Mstep: Class 19 contains 258509 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150919 members 
Mstep: Class 22 contains 33633 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39366 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 4181 members 
Mstep: Class 31 contains 5557 members 
Mstep: Class 32 contains 17858 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 151536 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6351 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7174 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012832.000000 Penalty: 166335.640625
Iteration 322Q: 49 clusters Score -1.420128e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51239 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122945 members 
Mstep: Class 9 contains 28595 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39980 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25349 members 
Mstep: Class 19 contains 258781 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150946 members 
Mstep: Class 22 contains 33622 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39365 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19085 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11080 members 
Mstep: Class 29 contains 12999 members 
Mstep: Class 30 contains 4172 members 
Mstep: Class 31 contains 5557 members 
Mstep: Class 32 contains 17864 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 151215 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6352 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7168 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012864.000000 Penalty: 166335.640625
Iteration 323Q: 49 clusters Score -1.420129e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51250 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122966 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39979 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36699 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25351 members 
Mstep: Class 19 contains 259041 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150967 members 
Mstep: Class 22 contains 33608 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39362 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19089 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 4158 members 
Mstep: Class 31 contains 5560 members 
Mstep: Class 32 contains 17867 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 150887 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6354 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7166 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012800.000000 Penalty: 166335.640625
Iteration 324Q: 49 clusters Score -1.420128e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51249 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122967 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39973 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36706 members 
Mstep: Class 15 contains 9532 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25349 members 
Mstep: Class 19 contains 259302 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 150996 members 
Mstep: Class 22 contains 33602 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19090 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 4148 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 17873 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5798 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 150569 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6358 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7163 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 325Q: 49 clusters Score -1.420127e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51253 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122961 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39976 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36712 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25349 members 
Mstep: Class 19 contains 259572 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151034 members 
Mstep: Class 22 contains 33597 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39358 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19092 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 4139 members 
Mstep: Class 31 contains 5565 members 
Mstep: Class 32 contains 17884 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 150252 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6359 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7159 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012592.000000 Penalty: 166335.640625
Iteration 326Q: 49 clusters Score -1.420126e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51262 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122939 members 
Mstep: Class 9 contains 28582 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36721 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 259871 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151067 members 
Mstep: Class 22 contains 33586 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19097 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 17890 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 149931 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6361 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7155 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012640.000000 Penalty: 166335.640625
Iteration 327Q: 49 clusters Score -1.420126e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51267 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 122907 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39978 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36731 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25346 members 
Mstep: Class 19 contains 260181 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151093 members 
Mstep: Class 22 contains 33579 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39347 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19098 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4125 members 
Mstep: Class 31 contains 5571 members 
Mstep: Class 32 contains 17898 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 149609 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6362 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7153 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012592.000000 Penalty: 166335.640625
Iteration 328Q: 49 clusters Score -1.420126e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51270 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5301 members 
Mstep: Class 8 contains 122860 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39977 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36738 members 
Mstep: Class 15 contains 9533 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25346 members 
Mstep: Class 19 contains 260497 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151131 members 
Mstep: Class 22 contains 33572 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19106 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 5570 members 
Mstep: Class 32 contains 17904 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8292 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 149278 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6364 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7151 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012656.000000 Penalty: 166335.640625
Iteration 329Q: 49 clusters Score -1.420127e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51274 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 122807 members 
Mstep: Class 9 contains 28581 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39975 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36755 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25348 members 
Mstep: Class 19 contains 260820 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151168 members 
Mstep: Class 22 contains 33569 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39330 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 5576 members 
Mstep: Class 32 contains 17908 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 148949 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6367 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7148 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012560.000000 Penalty: 166335.640625
Iteration 330Q: 49 clusters Score -1.420126e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51267 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 122748 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39977 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36764 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 4717 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 261181 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 151213 members 
Mstep: Class 22 contains 33579 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39324 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19104 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 17913 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 5799 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 148617 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6369 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7143 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012688.000000 Penalty: 166335.640625
Iteration 331Q: 49 clusters Score -1.420127e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51259 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 122682 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39977 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 36779 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 4717 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25348 members 
Mstep: Class 19 contains 261580 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 151244 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39316 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19102 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11079 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 4084 members 
Mstep: Class 31 contains 5582 members 
Mstep: Class 32 contains 17915 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8288 members 
Mstep: Class 35 contains 5798 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 148292 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7140 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012608.000000 Penalty: 166335.640625
Iteration 332Q: 49 clusters Score -1.420126e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51247 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5306 members 
Mstep: Class 8 contains 122620 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39982 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 36786 members 
Mstep: Class 15 contains 9497 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25343 members 
Mstep: Class 19 contains 262020 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 151272 members 
Mstep: Class 22 contains 33566 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39313 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19088 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11078 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4068 members 
Mstep: Class 31 contains 5591 members 
Mstep: Class 32 contains 17918 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8287 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 147903 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6376 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7139 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012656.000000 Penalty: 166335.640625
Iteration 333Q: 49 clusters Score -1.420127e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51240 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 122542 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39989 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 36805 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 262467 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 151305 members 
Mstep: Class 22 contains 33565 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39301 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19085 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11079 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 4054 members 
Mstep: Class 31 contains 5599 members 
Mstep: Class 32 contains 17919 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8287 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 147487 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6378 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7134 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012576.000000 Penalty: 166335.640625
Iteration 334Q: 49 clusters Score -1.420126e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51246 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 8 contains 122472 members 
Mstep: Class 9 contains 28586 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39991 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 36819 members 
Mstep: Class 15 contains 9480 members 
Mstep: Class 16 contains 4711 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25355 members 
Mstep: Class 19 contains 262919 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151332 members 
Mstep: Class 22 contains 33555 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39298 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11079 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 4047 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 17915 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8289 members 
Mstep: Class 35 contains 5796 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 147055 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7129 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 335Q: 49 clusters Score -1.420127e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122398 members 
Mstep: Class 9 contains 28588 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39991 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36842 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25361 members 
Mstep: Class 19 contains 263378 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151371 members 
Mstep: Class 22 contains 33555 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39297 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19072 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4041 members 
Mstep: Class 31 contains 5610 members 
Mstep: Class 32 contains 17922 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5799 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 146594 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7123 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012688.000000 Penalty: 166335.640625
Iteration 336Q: 49 clusters Score -1.420127e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51257 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122325 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39994 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36865 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 4715 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25368 members 
Mstep: Class 19 contains 263846 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151416 members 
Mstep: Class 22 contains 33542 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39295 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 19061 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11072 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4035 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17925 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 5799 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 146118 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7119 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012800.000000 Penalty: 166335.640625
Iteration 337Q: 49 clusters Score -1.420128e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122261 members 
Mstep: Class 9 contains 28588 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39995 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36875 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 264282 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151479 members 
Mstep: Class 22 contains 33542 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39291 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 19047 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11069 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17924 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5803 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 145672 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7117 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012656.000000 Penalty: 166335.640625
Iteration 338Q: 49 clusters Score -1.420127e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51236 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122198 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39998 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36886 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 264684 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151531 members 
Mstep: Class 22 contains 33540 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39285 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4026 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 17928 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5808 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 145260 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7113 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012688.000000 Penalty: 166335.640625
Iteration 339Q: 49 clusters Score -1.420127e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51235 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122148 members 
Mstep: Class 9 contains 28588 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40001 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36899 members 
Mstep: Class 15 contains 9484 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 265115 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151571 members 
Mstep: Class 22 contains 33535 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39281 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19020 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11063 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4020 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 17932 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8297 members 
Mstep: Class 35 contains 5806 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 144823 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6388 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7108 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012832.000000 Penalty: 166335.640625
Iteration 340F: 49 clusters Score -1.420128e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51230 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122098 members 
Mstep: Class 9 contains 28585 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40003 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36910 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 25381 members 
Mstep: Class 19 contains 265521 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 151602 members 
Mstep: Class 22 contains 33525 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39282 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19014 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11062 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 4012 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 17936 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 5807 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 144403 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7107 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 341Q: 49 clusters Score -1.420129e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51227 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 122027 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40003 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36920 members 
Mstep: Class 15 contains 9513 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 25392 members 
Mstep: Class 19 contains 265935 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 151651 members 
Mstep: Class 22 contains 33513 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39281 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19010 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11060 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 4003 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 17942 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8296 members 
Mstep: Class 35 contains 5810 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 143985 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7104 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 342Q: 49 clusters Score -1.420128e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51224 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 121949 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40003 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36924 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 25391 members 
Mstep: Class 19 contains 266367 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151689 members 
Mstep: Class 22 contains 33499 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39280 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19011 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11059 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 3994 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 17946 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8298 members 
Mstep: Class 35 contains 5808 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 143594 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 343Q: 49 clusters Score -1.420127e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51230 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 121880 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40001 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36933 members 
Mstep: Class 15 contains 9532 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25397 members 
Mstep: Class 19 contains 266784 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151724 members 
Mstep: Class 22 contains 33487 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39277 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19014 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11057 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 17951 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8298 members 
Mstep: Class 35 contains 5810 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 143198 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7100 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 344Q: 49 clusters Score -1.420127e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51227 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 121828 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 39999 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36934 members 
Mstep: Class 15 contains 9531 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25387 members 
Mstep: Class 19 contains 267223 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151752 members 
Mstep: Class 22 contains 33471 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11055 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 3976 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 17962 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8301 members 
Mstep: Class 35 contains 5813 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 142797 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6389 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7100 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012560.000000 Penalty: 166335.640625
Iteration 345Q: 49 clusters Score -1.420126e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51226 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2312 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 121780 members 
Mstep: Class 9 contains 28580 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40004 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36942 members 
Mstep: Class 15 contains 9556 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25385 members 
Mstep: Class 19 contains 267635 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151770 members 
Mstep: Class 22 contains 33456 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39276 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11051 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 3968 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 17968 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8304 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 142378 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7098 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012208.000000 Penalty: 166335.640625
Iteration 346Q: 49 clusters Score -1.420122e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51225 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 121714 members 
Mstep: Class 9 contains 28578 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40003 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36941 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25389 members 
Mstep: Class 19 contains 268065 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151804 members 
Mstep: Class 22 contains 33446 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39272 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19009 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11053 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 3955 members 
Mstep: Class 31 contains 5622 members 
Mstep: Class 32 contains 17981 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8306 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 141975 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6391 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7092 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012176.000000 Penalty: 166335.640625
Iteration 347Q: 49 clusters Score -1.420122e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51219 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 121637 members 
Mstep: Class 9 contains 28575 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40009 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36947 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25391 members 
Mstep: Class 19 contains 268505 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 151845 members 
Mstep: Class 22 contains 33432 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39270 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19005 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11052 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 3943 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 17989 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8311 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 141564 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7089 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012176.000000 Penalty: 166335.640625
Iteration 348Q: 49 clusters Score -1.420122e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51210 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 121567 members 
Mstep: Class 9 contains 28569 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36957 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 25392 members 
Mstep: Class 19 contains 268920 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 151882 members 
Mstep: Class 22 contains 33423 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39269 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19005 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11051 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 3931 members 
Mstep: Class 31 contains 5627 members 
Mstep: Class 32 contains 17990 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8313 members 
Mstep: Class 35 contains 5815 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 141154 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6394 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7088 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012128.000000 Penalty: 166335.640625
Iteration 349Q: 49 clusters Score -1.420121e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51207 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 121512 members 
Mstep: Class 9 contains 28569 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40015 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36975 members 
Mstep: Class 15 contains 9592 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25401 members 
Mstep: Class 19 contains 269312 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 151934 members 
Mstep: Class 22 contains 33394 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39266 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19008 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11049 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 3921 members 
Mstep: Class 31 contains 5629 members 
Mstep: Class 32 contains 17994 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8317 members 
Mstep: Class 35 contains 5821 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 140725 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7086 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012032.000000 Penalty: 166335.640625
Iteration 350Q: 49 clusters Score -1.42012e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51202 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121445 members 
Mstep: Class 9 contains 28571 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36986 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25407 members 
Mstep: Class 19 contains 269756 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 151982 members 
Mstep: Class 22 contains 33382 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39264 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19007 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11050 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 17996 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8326 members 
Mstep: Class 35 contains 5818 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 140281 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7075 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012032.000000 Penalty: 166335.640625
Iteration 351Q: 49 clusters Score -1.42012e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51198 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121373 members 
Mstep: Class 9 contains 28567 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36998 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 270231 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152038 members 
Mstep: Class 22 contains 33366 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39263 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19018 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 5635 members 
Mstep: Class 32 contains 17999 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8327 members 
Mstep: Class 35 contains 5818 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
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Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6398 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7071 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012176.000000 Penalty: 166335.640625
Iteration 352Q: 49 clusters Score -1.420122e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51182 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121287 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40030 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37012 members 
Mstep: Class 15 contains 9602 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25405 members 
Mstep: Class 19 contains 270691 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152094 members 
Mstep: Class 22 contains 33349 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39256 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 19033 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 5634 members 
Mstep: Class 32 contains 18007 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8332 members 
Mstep: Class 35 contains 5824 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 139378 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6399 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7067 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011936.000000 Penalty: 166335.640625
Iteration 353Q: 49 clusters Score -1.420119e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51180 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121206 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37024 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25395 members 
Mstep: Class 19 contains 271179 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152145 members 
Mstep: Class 22 contains 33341 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39254 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19036 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11050 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 5636 members 
Mstep: Class 32 contains 18010 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8330 members 
Mstep: Class 35 contains 5825 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 138911 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6400 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7064 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011920.000000 Penalty: 166335.640625
Iteration 354Q: 49 clusters Score -1.420119e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51177 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121134 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37031 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25386 members 
Mstep: Class 19 contains 271647 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152189 members 
Mstep: Class 22 contains 33341 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39247 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19035 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11049 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 5642 members 
Mstep: Class 32 contains 18013 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8330 members 
Mstep: Class 35 contains 5824 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 138480 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6400 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7059 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011856.000000 Penalty: 166335.640625
Iteration 355Q: 49 clusters Score -1.420119e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51181 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 121052 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37044 members 
Mstep: Class 15 contains 9598 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25385 members 
Mstep: Class 19 contains 272119 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152241 members 
Mstep: Class 22 contains 33335 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19038 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11047 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 5644 members 
Mstep: Class 32 contains 18016 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8332 members 
Mstep: Class 35 contains 5827 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 138026 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7054 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011792.000000 Penalty: 166335.640625
Iteration 356Q: 49 clusters Score -1.420118e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51176 members 
Mstep: Class 3 contains 6635 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 120999 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40048 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37058 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 272547 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152287 members 
Mstep: Class 22 contains 33342 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39243 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19033 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11046 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 5646 members 
Mstep: Class 32 contains 18018 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8335 members 
Mstep: Class 35 contains 5830 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 137572 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6402 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7049 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012032.000000 Penalty: 166335.640625
Iteration 357Q: 49 clusters Score -1.42012e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51164 members 
Mstep: Class 3 contains 6635 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 120932 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40048 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37067 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273017 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152332 members 
Mstep: Class 22 contains 33341 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19033 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11045 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18023 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8337 members 
Mstep: Class 35 contains 5830 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 137113 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6402 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7044 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011760.000000 Penalty: 166335.640625
Iteration 358Q: 49 clusters Score -1.420118e+08 nChanged 918
Entering ConstructFrom: 
Score: -142011760.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81790.203125 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81790.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82777.406250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82777.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83812.195312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -83812.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84660.476562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -84660.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -84997.617188 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -84997.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85044.148438 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -85044.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85044.148438 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -85044.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Mstep: Class 49 contains 718 members 
Entering Unmasked Estep 
Score: -142011648.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142011760.000000 to -142011648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Entering Unmasked Estep 
Score: -6485357.500000 Penalty: 2688.997559
	Iteration 0F: 2 clusters Score -6485358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -6450942.500000 Penalty: 5377.995117
	Iteration 0F: 3 clusters Score -6450942 nChanged 23585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -6464668.500000 Penalty: 5377.995117
	Iteration 1F: 3 clusters Score -6464668 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -6465924.500000 Penalty: 5377.995117
	Iteration 2F: 3 clusters Score -6465924 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -6467584.000000 Penalty: 5377.995117
	Iteration 3F: 3 clusters Score -6467584 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -6470083.000000 Penalty: 5377.995117
	Iteration 4F: 3 clusters Score -6470083 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -6473392.000000 Penalty: 5377.995117
	Iteration 5F: 3 clusters Score -6473392 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -6476919.000000 Penalty: 5377.995117
	Iteration 6F: 3 clusters Score -6476919 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -6479626.500000 Penalty: 5377.995117
	Iteration 7F: 3 clusters Score -6479626 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6481247.000000 Penalty: 5377.995117
	Iteration 8Q: 3 clusters Score -6481247 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6482169.000000 Penalty: 5377.995117
	Iteration 9Q: 3 clusters Score -6482169 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6482649.000000 Penalty: 5377.995117
	Iteration 10Q: 3 clusters Score -6482649 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6482862.000000 Penalty: 5377.995117
	Iteration 11Q: 3 clusters Score -6482862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6482981.500000 Penalty: 5377.995117
	Iteration 12Q: 3 clusters Score -6482982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6483047.500000 Penalty: 5377.995117
	Iteration 13Q: 3 clusters Score -6483048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6483068.500000 Penalty: 5377.995117
	Iteration 14Q: 3 clusters Score -6483068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6483102.000000 Penalty: 5377.995117
	Iteration 15Q: 3 clusters Score -6483102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6483138.000000 Penalty: 5377.995117
	Iteration 16Q: 3 clusters Score -6483138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6483146.500000 Penalty: 5377.995117
	Iteration 17Q: 3 clusters Score -6483146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6483155.000000 Penalty: 5377.995117
	Iteration 18Q: 3 clusters Score -6483155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6483160.000000 Penalty: 5377.995117
	Iteration 19Q: 3 clusters Score -6483160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6483159.000000 Penalty: 5377.995117
	Iteration 20F: 3 clusters Score -6483159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6483165.000000 Penalty: 5377.995117
	Iteration 21Q: 3 clusters Score -6483165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6483165.500000 Penalty: 5377.995117
	Iteration 22Q: 3 clusters Score -6483166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6483165.500000 Penalty: 5377.995117
	Iteration 23F: 3 clusters Score -6483166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -804512.000000 Penalty: 2182.390869
	Iteration 0F: 2 clusters Score -804512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -798996.437500 Penalty: 4364.781738
	Iteration 0F: 3 clusters Score -798996.4 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -800544.625000 Penalty: 4364.781738
	Iteration 1F: 3 clusters Score -800544.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -800862.500000 Penalty: 4364.781738
	Iteration 2F: 3 clusters Score -800862.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -801068.562500 Penalty: 4364.781738
	Iteration 3F: 3 clusters Score -801068.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -801231.125000 Penalty: 4364.781738
	Iteration 4Q: 3 clusters Score -801231.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -801369.437500 Penalty: 4364.781738
	Iteration 5Q: 3 clusters Score -801369.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -801491.187500 Penalty: 4364.781738
	Iteration 6Q: 3 clusters Score -801491.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -801612.437500 Penalty: 4364.781738
	Iteration 7Q: 3 clusters Score -801612.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -801730.312500 Penalty: 4364.781738
	Iteration 8Q: 3 clusters Score -801730.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -801829.875000 Penalty: 4364.781738
	Iteration 9Q: 3 clusters Score -801829.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -801932.312500 Penalty: 4364.781738
	Iteration 10Q: 3 clusters Score -801932.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -802005.750000 Penalty: 4364.781738
	Iteration 11Q: 3 clusters Score -802005.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -802065.375000 Penalty: 4364.781738
	Iteration 12Q: 3 clusters Score -802065.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -802120.250000 Penalty: 4364.781738
	Iteration 13Q: 3 clusters Score -802120.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -802174.937500 Penalty: 4364.781738
	Iteration 14Q: 3 clusters Score -802174.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -802227.312500 Penalty: 4364.781738
	Iteration 15Q: 3 clusters Score -802227.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -802280.500000 Penalty: 4364.781738
	Iteration 16Q: 3 clusters Score -802280.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -802328.750000 Penalty: 4364.781738
	Iteration 17Q: 3 clusters Score -802328.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -802356.750000 Penalty: 4364.781738
	Iteration 18Q: 3 clusters Score -802356.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -802391.312500 Penalty: 4364.781738
	Iteration 19Q: 3 clusters Score -802391.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -802422.687500 Penalty: 4364.781738
	Iteration 20F: 3 clusters Score -802422.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -802448.750000 Penalty: 4364.781738
	Iteration 21Q: 3 clusters Score -802448.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -802475.437500 Penalty: 4364.781738
	Iteration 22Q: 3 clusters Score -802475.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -802493.875000 Penalty: 4364.781738
	Iteration 23Q: 3 clusters Score -802493.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -802507.625000 Penalty: 4364.781738
	Iteration 24Q: 3 clusters Score -802507.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -802523.375000 Penalty: 4364.781738
	Iteration 25Q: 3 clusters Score -802523.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -802531.875000 Penalty: 4364.781738
	Iteration 26Q: 3 clusters Score -802531.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -802537.750000 Penalty: 4364.781738
	Iteration 27Q: 3 clusters Score -802537.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -802545.000000 Penalty: 4364.781738
	Iteration 28Q: 3 clusters Score -802545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -802548.625000 Penalty: 4364.781738
	Iteration 29Q: 3 clusters Score -802548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -802554.562500 Penalty: 4364.781738
	Iteration 30Q: 3 clusters Score -802554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -802558.625000 Penalty: 4364.781738
	Iteration 31Q: 3 clusters Score -802558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -802560.000000 Penalty: 4364.781738
	Iteration 32Q: 3 clusters Score -802560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802565.000000 Penalty: 4364.781738
	Iteration 33Q: 3 clusters Score -802565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -802567.812500 Penalty: 4364.781738
	Iteration 34Q: 3 clusters Score -802567.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -802568.937500 Penalty: 4364.781738
	Iteration 35Q: 3 clusters Score -802568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802569.312500 Penalty: 4364.781738
	Iteration 36Q: 3 clusters Score -802569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -802570.375000 Penalty: 4364.781738
	Iteration 37Q: 3 clusters Score -802570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -802570.625000 Penalty: 4364.781738
	Iteration 38Q: 3 clusters Score -802570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -802571.812500 Penalty: 4364.781738
	Iteration 39Q: 3 clusters Score -802571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -802571.187500 Penalty: 4364.781738
	Iteration 40F: 3 clusters Score -802571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802571.375000 Penalty: 4364.781738
	Iteration 41Q: 3 clusters Score -802571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802571.375000 Penalty: 4364.781738
	Iteration 42F: 3 clusters Score -802571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133419.859375 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133419.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133808.953125 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133955.562500 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133955.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134040.500000 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -134040.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134141.953125 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134279.156250 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134279.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134372.984375 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134490.765625 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134490.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134587.312500 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134587.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134645.093750 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134645.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134696.250000 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134696.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134737.906250 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134758.750000 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134777.125000 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134786.906250 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134795.687500 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134804.203125 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134808.562500 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134818.296875 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134851.703125 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134858.531250 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134862.531250 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134863.187500 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134868.218750 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134879.062500 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134892.875000 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -134892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -134899.062500 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -134899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -134908.046875 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -134908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134911.468750 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -134911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134911.781250 Penalty: 3504.120605
	Iteration 29Q: 3 clusters Score -134911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -134911.781250 Penalty: 3504.120605
	Iteration 30F: 3 clusters Score -134911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -289440.562500 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -289440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -286604.906250 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -286604.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -287069.531250 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -287069.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -287182.500000 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -287182.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -287235.531250 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -287235.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -287288.281250 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -287288.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -287325.156250 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -287325.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -287352.843750 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -287352.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -287368.281250 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -287368.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -287384.625000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -287384.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -287398.343750 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -287398.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -287406.781250 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -287406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287417.781250 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -287417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -287423.875000 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -287423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -287427.093750 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -287427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -287428.093750 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -287428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -287428.531250 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -287428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287428.562500 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -287428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287428.562500 Penalty: 3843.450195
	Iteration 17F: 3 clusters Score -287428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -765609.125000 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -765609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -760243.125000 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -760243.1 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -761650.500000 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -761650.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -761976.125000 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -761976.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -762204.937500 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -762204.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -762380.000000 Penalty: 4341.750488
	Iteration 4Q: 3 clusters Score -762380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -762508.437500 Penalty: 4341.750488
	Iteration 5Q: 3 clusters Score -762508.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -762629.437500 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -762629.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -762727.875000 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -762727.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -762837.312500 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -762837.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -762937.125000 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -762937.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -763039.312500 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -763039.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -763134.750000 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -763134.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -763226.500000 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -763226.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -763306.312500 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -763306.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -763382.812500 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -763382.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -763448.375000 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -763448.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -763504.750000 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -763504.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -763554.875000 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -763554.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -763593.625000 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -763593.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -763631.562500 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -763631.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -763661.937500 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -763661.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -763690.812500 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -763690.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -763704.187500 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -763704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -763722.875000 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -763722.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -763735.312500 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -763735.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -763746.312500 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -763746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -763752.000000 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -763752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -763758.375000 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -763758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -763764.500000 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -763764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -763774.062500 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -763774.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -763789.437500 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -763789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -763806.000000 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -763806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -763827.062500 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -763827.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -763851.500000 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -763851.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -763888.000000 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -763888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -763912.687500 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -763912.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -763941.812500 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -763941.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -763962.250000 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -763962.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -763974.062500 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -763974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -763977.875000 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -763977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -763977.875000 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -763977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -639841.750000 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -639841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -635109.937500 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -635109.9 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -636209.437500 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -636209.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -636425.687500 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -636425.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -636561.125000 Penalty: 4254.644531
	Iteration 3Q: 3 clusters Score -636561.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -636640.875000 Penalty: 4254.644531
	Iteration 4Q: 3 clusters Score -636640.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -636689.312500 Penalty: 4254.644531
	Iteration 5Q: 3 clusters Score -636689.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -636719.750000 Penalty: 4254.644531
	Iteration 6Q: 3 clusters Score -636719.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -636747.937500 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -636747.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -636770.625000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -636770.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -636795.875000 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -636795.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -636830.625000 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -636830.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -636869.312500 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -636869.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -636919.062500 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -636919.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -636975.187500 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -636975.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -637049.812500 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -637049.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -637145.375000 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -637145.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -637266.125000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -637266.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -637458.812500 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -637458.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -637731.562500 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -637731.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -637985.625000 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -637985.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -638185.500000 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -638185.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -638300.812500 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -638300.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -638378.750000 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -638378.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -638439.250000 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -638439.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -638482.562500 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -638482.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -638509.750000 Penalty: 4254.644531
	Iteration 25Q: 3 clusters Score -638509.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -638532.125000 Penalty: 4254.644531
	Iteration 26Q: 3 clusters Score -638532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -638551.875000 Penalty: 4254.644531
	Iteration 27Q: 3 clusters Score -638551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -638564.187500 Penalty: 4254.644531
	Iteration 28Q: 3 clusters Score -638564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -638577.125000 Penalty: 4254.644531
	Iteration 29Q: 3 clusters Score -638577.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -638586.375000 Penalty: 4254.644531
	Iteration 30Q: 3 clusters Score -638586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -638591.000000 Penalty: 4254.644531
	Iteration 31Q: 3 clusters Score -638591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -638595.437500 Penalty: 4254.644531
	Iteration 32Q: 3 clusters Score -638595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -638597.812500 Penalty: 4254.644531
	Iteration 33Q: 3 clusters Score -638597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -638599.125000 Penalty: 4254.644531
	Iteration 34Q: 3 clusters Score -638599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -638602.875000 Penalty: 4254.644531
	Iteration 35Q: 3 clusters Score -638602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -638608.000000 Penalty: 4254.644531
	Iteration 36Q: 3 clusters Score -638608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -638611.062500 Penalty: 4254.644531
	Iteration 37Q: 3 clusters Score -638611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -638611.687500 Penalty: 4254.644531
	Iteration 38Q: 3 clusters Score -638611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -638611.937500 Penalty: 4254.644531
	Iteration 39Q: 3 clusters Score -638611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -638611.937500 Penalty: 4254.644531
	Iteration 40F: 3 clusters Score -638611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (120865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Entering Unmasked Estep 
Score: -15131618.000000 Penalty: 2902.202637
	Iteration 0F: 2 clusters Score -1.513162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -15050522.000000 Penalty: 5804.405273
	Iteration 0F: 3 clusters Score -1.505052e+07 nChanged 57313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -15083344.000000 Penalty: 5804.405273
	Iteration 1F: 3 clusters Score -1.508334e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -15084030.000000 Penalty: 5804.405273
	Iteration 2Q: 3 clusters Score -1.508403e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -15084701.000000 Penalty: 5804.405273
	Iteration 3Q: 3 clusters Score -1.50847e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -15085593.000000 Penalty: 5804.405273
	Iteration 4Q: 3 clusters Score -1.508559e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -15086530.000000 Penalty: 5804.405273
	Iteration 5Q: 3 clusters Score -1.508653e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -15087604.000000 Penalty: 5804.405273
	Iteration 6Q: 3 clusters Score -1.50876e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -15089169.000000 Penalty: 5804.405273
	Iteration 7Q: 3 clusters Score -1.508917e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -15091601.000000 Penalty: 5804.405273
	Iteration 8Q: 3 clusters Score -1.50916e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -15095265.000000 Penalty: 5804.405273
	Iteration 9Q: 3 clusters Score -1.509526e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -15100005.000000 Penalty: 5804.405273
	Iteration 10F: 3 clusters Score -1.51e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -15105298.000000 Penalty: 5804.405273
	Iteration 11F: 3 clusters Score -1.51053e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -15110367.000000 Penalty: 5804.405273
	Iteration 12F: 3 clusters Score -1.511037e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -15114087.000000 Penalty: 5804.405273
	Iteration 13Q: 3 clusters Score -1.511409e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -15115921.000000 Penalty: 5804.405273
	Iteration 14Q: 3 clusters Score -1.511592e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -15116937.000000 Penalty: 5804.405273
	Iteration 15Q: 3 clusters Score -1.511694e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -15117543.000000 Penalty: 5804.405273
	Iteration 16Q: 3 clusters Score -1.511754e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 92677 members 
Entering Unmasked Estep 
Score: -15118027.000000 Penalty: 5804.405273
	Iteration 17Q: 3 clusters Score -1.511803e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -15118478.000000 Penalty: 5804.405273
	Iteration 18Q: 3 clusters Score -1.511848e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -15118906.000000 Penalty: 5804.405273
	Iteration 19Q: 3 clusters Score -1.511891e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -15119340.000000 Penalty: 5804.405273
	Iteration 20F: 3 clusters Score -1.511934e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -15119768.000000 Penalty: 5804.405273
	Iteration 21Q: 3 clusters Score -1.511977e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -15120229.000000 Penalty: 5804.405273
	Iteration 22Q: 3 clusters Score -1.512023e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -15120698.000000 Penalty: 5804.405273
	Iteration 23Q: 3 clusters Score -1.51207e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -15121148.000000 Penalty: 5804.405273
	Iteration 24Q: 3 clusters Score -1.512115e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -15121678.000000 Penalty: 5804.405273
	Iteration 25Q: 3 clusters Score -1.512168e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -15122187.000000 Penalty: 5804.405273
	Iteration 26Q: 3 clusters Score -1.512219e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -15122861.000000 Penalty: 5804.405273
	Iteration 27Q: 3 clusters Score -1.512286e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -15123450.000000 Penalty: 5804.405273
	Iteration 28Q: 3 clusters Score -1.512345e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 109664 members 
Entering Unmasked Estep 
Score: -15124072.000000 Penalty: 5804.405273
	Iteration 29Q: 3 clusters Score -1.512407e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -15124799.000000 Penalty: 5804.405273
	Iteration 30Q: 3 clusters Score -1.51248e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -15125382.000000 Penalty: 5804.405273
	Iteration 31Q: 3 clusters Score -1.512538e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -15126137.000000 Penalty: 5804.405273
	Iteration 32Q: 3 clusters Score -1.512614e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -15126816.000000 Penalty: 5804.405273
	Iteration 33Q: 3 clusters Score -1.512682e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -15127367.000000 Penalty: 5804.405273
	Iteration 34Q: 3 clusters Score -1.512737e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 117013 members 
Entering Unmasked Estep 
Score: -15127839.000000 Penalty: 5804.405273
	Iteration 35Q: 3 clusters Score -1.512784e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -15128104.000000 Penalty: 5804.405273
	Iteration 36Q: 3 clusters Score -1.51281e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -15128363.000000 Penalty: 5804.405273
	Iteration 37Q: 3 clusters Score -1.512836e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 118500 members 
Entering Unmasked Estep 
Score: -15128513.000000 Penalty: 5804.405273
	Iteration 38Q: 3 clusters Score -1.512851e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -15128660.000000 Penalty: 5804.405273
	Iteration 39Q: 3 clusters Score -1.512866e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -15128758.000000 Penalty: 5804.405273
	Iteration 40F: 3 clusters Score -1.512876e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -15128822.000000 Penalty: 5804.405273
	Iteration 41Q: 3 clusters Score -1.512882e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -15128897.000000 Penalty: 5804.405273
	Iteration 42Q: 3 clusters Score -1.51289e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 119445 members 
Entering Unmasked Estep 
Score: -15128942.000000 Penalty: 5804.405273
	Iteration 43Q: 3 clusters Score -1.512894e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 119539 members 
Entering Unmasked Estep 
Score: -15128979.000000 Penalty: 5804.405273
	Iteration 44Q: 3 clusters Score -1.512898e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -15129028.000000 Penalty: 5804.405273
	Iteration 45Q: 3 clusters Score -1.512903e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
Score: -15129027.000000 Penalty: 5804.405273
	Iteration 46Q: 3 clusters Score -1.512903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 119666 members 
Entering Unmasked Estep 
Score: -15129022.000000 Penalty: 5804.405273
	Iteration 47Q: 3 clusters Score -1.512902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -15129024.000000 Penalty: 5804.405273
	Iteration 48Q: 3 clusters Score -1.512902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -15129020.000000 Penalty: 5804.405273
	Iteration 49Q: 3 clusters Score -1.512902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -15129042.000000 Penalty: 5804.405273
	Iteration 50Q: 3 clusters Score -1.512904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -15129060.000000 Penalty: 5804.405273
	Iteration 51Q: 3 clusters Score -1.512906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -15129058.000000 Penalty: 5804.405273
	Iteration 52Q: 3 clusters Score -1.512906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -15129076.000000 Penalty: 5804.405273
	Iteration 53Q: 3 clusters Score -1.512908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -15129082.000000 Penalty: 5804.405273
	Iteration 54Q: 3 clusters Score -1.512908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -15129083.000000 Penalty: 5804.405273
	Iteration 55Q: 3 clusters Score -1.512908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -15129099.000000 Penalty: 5804.405273
	Iteration 56Q: 3 clusters Score -1.51291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -15129112.000000 Penalty: 5804.405273
	Iteration 57Q: 3 clusters Score -1.512911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -15129122.000000 Penalty: 5804.405273
	Iteration 58Q: 3 clusters Score -1.512912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -15129110.000000 Penalty: 5804.405273
	Iteration 59Q: 3 clusters Score -1.512911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -15129135.000000 Penalty: 5804.405273
	Iteration 60F: 3 clusters Score -1.512914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 119855 members 
Entering Unmasked Estep 
Score: -15129135.000000 Penalty: 5804.405273
	Iteration 61Q: 3 clusters Score -1.512914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -15129134.000000 Penalty: 5804.405273
	Iteration 62Q: 3 clusters Score -1.512913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -15129141.000000 Penalty: 5804.405273
	Iteration 63Q: 3 clusters Score -1.512914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -15129141.000000 Penalty: 5804.405273
	Iteration 64Q: 3 clusters Score -1.512914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -15129136.000000 Penalty: 5804.405273
	Iteration 65Q: 3 clusters Score -1.512914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -15129138.000000 Penalty: 5804.405273
	Iteration 66Q: 3 clusters Score -1.512914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 119900 members 
Entering Unmasked Estep 
Score: -15129147.000000 Penalty: 5804.405273
	Iteration 67Q: 3 clusters Score -1.512915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -15129140.000000 Penalty: 5804.405273
	Iteration 68Q: 3 clusters Score -1.512914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 119915 members 
Entering Unmasked Estep 
Score: -15129148.000000 Penalty: 5804.405273
	Iteration 69Q: 3 clusters Score -1.512915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -15129151.000000 Penalty: 5804.405273
	Iteration 70Q: 3 clusters Score -1.512915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -15129151.000000 Penalty: 5804.405273
	Iteration 71F: 3 clusters Score -1.512915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Entering Unmasked Estep 
Score: -3517026.750000 Penalty: 2544.273438
	Iteration 0F: 2 clusters Score -3517027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3497468.500000 Penalty: 5088.546875
	Iteration 0F: 3 clusters Score -3497468 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3504517.750000 Penalty: 5088.546875
	Iteration 1F: 3 clusters Score -3504518 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3505037.500000 Penalty: 5088.546875
	Iteration 2F: 3 clusters Score -3505038 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3505618.000000 Penalty: 5088.546875
	Iteration 3Q: 3 clusters Score -3505618 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3506420.250000 Penalty: 5088.546875
	Iteration 4F: 3 clusters Score -3506420 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3507635.250000 Penalty: 5088.546875
	Iteration 5F: 3 clusters Score -3507635 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3509356.500000 Penalty: 5088.546875
	Iteration 6F: 3 clusters Score -3509356 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3511519.000000 Penalty: 5088.546875
	Iteration 7F: 3 clusters Score -3511519 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3513459.000000 Penalty: 5088.546875
	Iteration 8F: 3 clusters Score -3513459 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3514885.500000 Penalty: 5088.546875
	Iteration 9F: 3 clusters Score -3514886 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3515643.250000 Penalty: 5088.546875
	Iteration 10Q: 3 clusters Score -3515643 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3515989.000000 Penalty: 5088.546875
	Iteration 11Q: 3 clusters Score -3515989 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3516159.500000 Penalty: 5088.546875
	Iteration 12Q: 3 clusters Score -3516160 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3516271.750000 Penalty: 5088.546875
	Iteration 13Q: 3 clusters Score -3516272 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3516334.500000 Penalty: 5088.546875
	Iteration 14Q: 3 clusters Score -3516334 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3516381.750000 Penalty: 5088.546875
	Iteration 15Q: 3 clusters Score -3516382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3516433.000000 Penalty: 5088.546875
	Iteration 16Q: 3 clusters Score -3516433 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3516457.750000 Penalty: 5088.546875
	Iteration 17Q: 3 clusters Score -3516458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3516467.750000 Penalty: 5088.546875
	Iteration 18Q: 3 clusters Score -3516468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3516488.750000 Penalty: 5088.546875
	Iteration 19Q: 3 clusters Score -3516489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3516484.750000 Penalty: 5088.546875
	Iteration 20F: 3 clusters Score -3516485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3516497.500000 Penalty: 5088.546875
	Iteration 21Q: 3 clusters Score -3516498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3516500.500000 Penalty: 5088.546875
	Iteration 22Q: 3 clusters Score -3516500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3516496.250000 Penalty: 5088.546875
	Iteration 23Q: 3 clusters Score -3516496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3516489.000000 Penalty: 5088.546875
	Iteration 24Q: 3 clusters Score -3516489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3516492.500000 Penalty: 5088.546875
	Iteration 25Q: 3 clusters Score -3516492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3516490.250000 Penalty: 5088.546875
	Iteration 26Q: 3 clusters Score -3516490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3516494.500000 Penalty: 5088.546875
	Iteration 27Q: 3 clusters Score -3516494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3516499.250000 Penalty: 5088.546875
	Iteration 28Q: 3 clusters Score -3516499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3516501.750000 Penalty: 5088.546875
	Iteration 29Q: 3 clusters Score -3516502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3516505.750000 Penalty: 5088.546875
	Iteration 30Q: 3 clusters Score -3516506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3516503.250000 Penalty: 5088.546875
	Iteration 31Q: 3 clusters Score -3516503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3516508.250000 Penalty: 5088.546875
	Iteration 32Q: 3 clusters Score -3516508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3516505.500000 Penalty: 5088.546875
	Iteration 33Q: 3 clusters Score -3516506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3516499.750000 Penalty: 5088.546875
	Iteration 34Q: 3 clusters Score -3516500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3516502.750000 Penalty: 5088.546875
	Iteration 35Q: 3 clusters Score -3516503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3516505.250000 Penalty: 5088.546875
	Iteration 36Q: 3 clusters Score -3516505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3516502.000000 Penalty: 5088.546875
	Iteration 37Q: 3 clusters Score -3516502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3516504.250000 Penalty: 5088.546875
	Iteration 38Q: 3 clusters Score -3516504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3516506.250000 Penalty: 5088.546875
	Iteration 39Q: 3 clusters Score -3516506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3516504.750000 Penalty: 5088.546875
	Iteration 40F: 3 clusters Score -3516505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60146.367188 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60146.37 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60374.699219 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60374.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60450.230469 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60450.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60491.027344 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60491.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60533.457031 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60533.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60581.316406 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60581.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60622.558594 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60622.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60667.640625 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60667.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60730.789062 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60730.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60787.371094 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60787.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60812.296875 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60833.429688 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60833.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60839.003906 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60847.652344 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60847.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60849.671875 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -60849.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60851.097656 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -60851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60853.722656 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -60853.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60858.945312 Penalty: 3157.769287
	Iteration 17F: 3 clusters Score -60858.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60865.910156 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -60865.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60865.910156 Penalty: 3157.769287
	Iteration 19F: 3 clusters Score -60865.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Entering Unmasked Estep 
Score: -4972524.000000 Penalty: 2628.293701
	Iteration 0F: 2 clusters Score -4972524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4945506.500000 Penalty: 5256.587402
	Iteration 0F: 3 clusters Score -4945506 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4955320.500000 Penalty: 5256.587402
	Iteration 1F: 3 clusters Score -4955320 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4955879.000000 Penalty: 5256.587402
	Iteration 2Q: 3 clusters Score -4955879 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4956376.500000 Penalty: 5256.587402
	Iteration 3Q: 3 clusters Score -4956376 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4956946.000000 Penalty: 5256.587402
	Iteration 4Q: 3 clusters Score -4956946 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4957614.500000 Penalty: 5256.587402
	Iteration 5Q: 3 clusters Score -4957614 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4958384.500000 Penalty: 5256.587402
	Iteration 6Q: 3 clusters Score -4958384 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4959260.500000 Penalty: 5256.587402
	Iteration 7Q: 3 clusters Score -4959260 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4960279.500000 Penalty: 5256.587402
	Iteration 8Q: 3 clusters Score -4960280 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4961299.500000 Penalty: 5256.587402
	Iteration 9Q: 3 clusters Score -4961300 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4962292.500000 Penalty: 5256.587402
	Iteration 10Q: 3 clusters Score -4962292 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4963194.000000 Penalty: 5256.587402
	Iteration 11Q: 3 clusters Score -4963194 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4963896.000000 Penalty: 5256.587402
	Iteration 12Q: 3 clusters Score -4963896 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4964387.000000 Penalty: 5256.587402
	Iteration 13Q: 3 clusters Score -4964387 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4964854.500000 Penalty: 5256.587402
	Iteration 14Q: 3 clusters Score -4964854 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4965244.500000 Penalty: 5256.587402
	Iteration 15Q: 3 clusters Score -4965244 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4965586.000000 Penalty: 5256.587402
	Iteration 16Q: 3 clusters Score -4965586 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -4965954.000000 Penalty: 5256.587402
	Iteration 17Q: 3 clusters Score -4965954 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4966296.000000 Penalty: 5256.587402
	Iteration 18Q: 3 clusters Score -4966296 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4966667.000000 Penalty: 5256.587402
	Iteration 19Q: 3 clusters Score -4966667 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4967100.500000 Penalty: 5256.587402
	Iteration 20F: 3 clusters Score -4967100 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4967584.000000 Penalty: 5256.587402
	Iteration 21Q: 3 clusters Score -4967584 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4968033.000000 Penalty: 5256.587402
	Iteration 22Q: 3 clusters Score -4968033 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4968483.500000 Penalty: 5256.587402
	Iteration 23Q: 3 clusters Score -4968484 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4968858.500000 Penalty: 5256.587402
	Iteration 24Q: 3 clusters Score -4968858 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4969179.000000 Penalty: 5256.587402
	Iteration 25Q: 3 clusters Score -4969179 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -4969466.000000 Penalty: 5256.587402
	Iteration 26Q: 3 clusters Score -4969466 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4969685.000000 Penalty: 5256.587402
	Iteration 27Q: 3 clusters Score -4969685 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4969856.500000 Penalty: 5256.587402
	Iteration 28Q: 3 clusters Score -4969856 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4969969.000000 Penalty: 5256.587402
	Iteration 29Q: 3 clusters Score -4969969 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4970045.500000 Penalty: 5256.587402
	Iteration 30Q: 3 clusters Score -4970046 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4970124.000000 Penalty: 5256.587402
	Iteration 31Q: 3 clusters Score -4970124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4970162.500000 Penalty: 5256.587402
	Iteration 32Q: 3 clusters Score -4970162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -4970197.500000 Penalty: 5256.587402
	Iteration 33Q: 3 clusters Score -4970198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4970203.500000 Penalty: 5256.587402
	Iteration 34Q: 3 clusters Score -4970204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4970227.500000 Penalty: 5256.587402
	Iteration 35Q: 3 clusters Score -4970228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4970237.000000 Penalty: 5256.587402
	Iteration 36Q: 3 clusters Score -4970237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4970257.500000 Penalty: 5256.587402
	Iteration 37Q: 3 clusters Score -4970258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4970285.000000 Penalty: 5256.587402
	Iteration 38Q: 3 clusters Score -4970285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -4970306.000000 Penalty: 5256.587402
	Iteration 39Q: 3 clusters Score -4970306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4970321.000000 Penalty: 5256.587402
	Iteration 40F: 3 clusters Score -4970321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4970339.000000 Penalty: 5256.587402
	Iteration 41Q: 3 clusters Score -4970339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -4970343.000000 Penalty: 5256.587402
	Iteration 42Q: 3 clusters Score -4970343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4970354.500000 Penalty: 5256.587402
	Iteration 43Q: 3 clusters Score -4970354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4970356.000000 Penalty: 5256.587402
	Iteration 44Q: 3 clusters Score -4970356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4970362.000000 Penalty: 5256.587402
	Iteration 45Q: 3 clusters Score -4970362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -4970377.500000 Penalty: 5256.587402
	Iteration 46Q: 3 clusters Score -4970378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -4970391.500000 Penalty: 5256.587402
	Iteration 47Q: 3 clusters Score -4970392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4970402.500000 Penalty: 5256.587402
	Iteration 48Q: 3 clusters Score -4970402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4970407.000000 Penalty: 5256.587402
	Iteration 49Q: 3 clusters Score -4970407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -4970415.000000 Penalty: 5256.587402
	Iteration 50Q: 3 clusters Score -4970415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4970417.000000 Penalty: 5256.587402
	Iteration 51Q: 3 clusters Score -4970417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4970418.000000 Penalty: 5256.587402
	Iteration 52Q: 3 clusters Score -4970418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4970424.000000 Penalty: 5256.587402
	Iteration 53Q: 3 clusters Score -4970424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -4970427.000000 Penalty: 5256.587402
	Iteration 54Q: 3 clusters Score -4970427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4970426.500000 Penalty: 5256.587402
	Iteration 55Q: 3 clusters Score -4970426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -4970425.500000 Penalty: 5256.587402
	Iteration 56Q: 3 clusters Score -4970426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4970421.500000 Penalty: 5256.587402
	Iteration 57Q: 3 clusters Score -4970422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4970421.000000 Penalty: 5256.587402
	Iteration 58Q: 3 clusters Score -4970421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4970422.500000 Penalty: 5256.587402
	Iteration 59Q: 3 clusters Score -4970422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4970422.000000 Penalty: 5256.587402
	Iteration 60F: 3 clusters Score -4970422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4970418.000000 Penalty: 5256.587402
	Iteration 61Q: 3 clusters Score -4970418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -4970426.000000 Penalty: 5256.587402
	Iteration 62Q: 3 clusters Score -4970426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -4970422.500000 Penalty: 5256.587402
	Iteration 63Q: 3 clusters Score -4970422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -4970425.000000 Penalty: 5256.587402
	Iteration 64Q: 3 clusters Score -4970425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -4970425.500000 Penalty: 5256.587402
	Iteration 65Q: 3 clusters Score -4970426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -4970425.500000 Penalty: 5256.587402
	Iteration 66F: 3 clusters Score -4970426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -794425.000000 Penalty: 2178.130127
	Iteration 0F: 2 clusters Score -794425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -788969.812500 Penalty: 4356.260254
	Iteration 0F: 3 clusters Score -788969.8 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -790389.125000 Penalty: 4356.260254
	Iteration 1F: 3 clusters Score -790389.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -790844.937500 Penalty: 4356.260254
	Iteration 2F: 3 clusters Score -790844.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -791454.937500 Penalty: 4356.260254
	Iteration 3F: 3 clusters Score -791454.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -792168.187500 Penalty: 4356.260254
	Iteration 4F: 3 clusters Score -792168.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -792815.437500 Penalty: 4356.260254
	Iteration 5F: 3 clusters Score -792815.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -793206.937500 Penalty: 4356.260254
	Iteration 6F: 3 clusters Score -793206.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -793386.500000 Penalty: 4356.260254
	Iteration 7Q: 3 clusters Score -793386.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -793476.937500 Penalty: 4356.260254
	Iteration 8Q: 3 clusters Score -793476.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -793521.437500 Penalty: 4356.260254
	Iteration 9Q: 3 clusters Score -793521.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -793539.687500 Penalty: 4356.260254
	Iteration 10Q: 3 clusters Score -793539.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -793549.062500 Penalty: 4356.260254
	Iteration 11Q: 3 clusters Score -793549.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -793559.500000 Penalty: 4356.260254
	Iteration 12Q: 3 clusters Score -793559.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -793564.000000 Penalty: 4356.260254
	Iteration 13Q: 3 clusters Score -793564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -793568.562500 Penalty: 4356.260254
	Iteration 14Q: 3 clusters Score -793568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -793569.812500 Penalty: 4356.260254
	Iteration 15Q: 3 clusters Score -793569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -793568.562500 Penalty: 4356.260254
	Iteration 16Q: 3 clusters Score -793568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -793569.000000 Penalty: 4356.260254
	Iteration 17Q: 3 clusters Score -793569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -793569.000000 Penalty: 4356.260254
	Iteration 18F: 3 clusters Score -793569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1771673.375000 Penalty: 2376.175293
	Iteration 0F: 2 clusters Score -1771673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1761140.875000 Penalty: 4752.350586
	Iteration 0F: 3 clusters Score -1761141 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1764473.250000 Penalty: 4752.350586
	Iteration 1F: 3 clusters Score -1764473 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1764979.500000 Penalty: 4752.350586
	Iteration 2F: 3 clusters Score -1764980 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1765577.625000 Penalty: 4752.350586
	Iteration 3F: 3 clusters Score -1765578 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1766396.750000 Penalty: 4752.350586
	Iteration 4F: 3 clusters Score -1766397 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1767422.625000 Penalty: 4752.350586
	Iteration 5F: 3 clusters Score -1767423 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1768313.375000 Penalty: 4752.350586
	Iteration 6F: 3 clusters Score -1768313 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1768988.250000 Penalty: 4752.350586
	Iteration 7F: 3 clusters Score -1768988 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1769485.625000 Penalty: 4752.350586
	Iteration 8Q: 3 clusters Score -1769486 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1769848.500000 Penalty: 4752.350586
	Iteration 9Q: 3 clusters Score -1769848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1770114.500000 Penalty: 4752.350586
	Iteration 10Q: 3 clusters Score -1770114 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1770294.000000 Penalty: 4752.350586
	Iteration 11Q: 3 clusters Score -1770294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1770406.375000 Penalty: 4752.350586
	Iteration 12Q: 3 clusters Score -1770406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1770494.375000 Penalty: 4752.350586
	Iteration 13Q: 3 clusters Score -1770494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1770551.500000 Penalty: 4752.350586
	Iteration 14Q: 3 clusters Score -1770552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1770591.000000 Penalty: 4752.350586
	Iteration 15Q: 3 clusters Score -1770591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1770619.875000 Penalty: 4752.350586
	Iteration 16Q: 3 clusters Score -1770620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1770625.000000 Penalty: 4752.350586
	Iteration 17Q: 3 clusters Score -1770625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1770632.375000 Penalty: 4752.350586
	Iteration 18Q: 3 clusters Score -1770632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1770636.750000 Penalty: 4752.350586
	Iteration 19Q: 3 clusters Score -1770637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1770638.875000 Penalty: 4752.350586
	Iteration 20F: 3 clusters Score -1770639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1770648.875000 Penalty: 4752.350586
	Iteration 21Q: 3 clusters Score -1770649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1770656.000000 Penalty: 4752.350586
	Iteration 22Q: 3 clusters Score -1770656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1770661.375000 Penalty: 4752.350586
	Iteration 23Q: 3 clusters Score -1770661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1770664.250000 Penalty: 4752.350586
	Iteration 24Q: 3 clusters Score -1770664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1770663.375000 Penalty: 4752.350586
	Iteration 25Q: 3 clusters Score -1770663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1770669.125000 Penalty: 4752.350586
	Iteration 26Q: 3 clusters Score -1770669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1770672.125000 Penalty: 4752.350586
	Iteration 27Q: 3 clusters Score -1770672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1770670.875000 Penalty: 4752.350586
	Iteration 28Q: 3 clusters Score -1770671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1770675.375000 Penalty: 4752.350586
	Iteration 29Q: 3 clusters Score -1770675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1770681.750000 Penalty: 4752.350586
	Iteration 30Q: 3 clusters Score -1770682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1770682.375000 Penalty: 4752.350586
	Iteration 31Q: 3 clusters Score -1770682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1770679.125000 Penalty: 4752.350586
	Iteration 32Q: 3 clusters Score -1770679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1770680.750000 Penalty: 4752.350586
	Iteration 33Q: 3 clusters Score -1770681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1770683.500000 Penalty: 4752.350586
	Iteration 34Q: 3 clusters Score -1770684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1770687.875000 Penalty: 4752.350586
	Iteration 35Q: 3 clusters Score -1770688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1770689.250000 Penalty: 4752.350586
	Iteration 36Q: 3 clusters Score -1770689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1770689.125000 Penalty: 4752.350586
	Iteration 37Q: 3 clusters Score -1770689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1770687.750000 Penalty: 4752.350586
	Iteration 38Q: 3 clusters Score -1770688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1770694.250000 Penalty: 4752.350586
	Iteration 39Q: 3 clusters Score -1770694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1770696.000000 Penalty: 4752.350586
	Iteration 40F: 3 clusters Score -1770696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1770697.250000 Penalty: 4752.350586
	Iteration 41Q: 3 clusters Score -1770697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1770694.000000 Penalty: 4752.350586
	Iteration 42Q: 3 clusters Score -1770694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1770696.500000 Penalty: 4752.350586
	Iteration 43Q: 3 clusters Score -1770696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1770697.125000 Penalty: 4752.350586
	Iteration 44Q: 3 clusters Score -1770697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1770697.375000 Penalty: 4752.350586
	Iteration 45Q: 3 clusters Score -1770697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1770694.875000 Penalty: 4752.350586
	Iteration 46Q: 3 clusters Score -1770695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1770694.250000 Penalty: 4752.350586
	Iteration 47Q: 3 clusters Score -1770694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1770691.500000 Penalty: 4752.350586
	Iteration 48Q: 3 clusters Score -1770692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1770692.875000 Penalty: 4752.350586
	Iteration 49Q: 3 clusters Score -1770693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1770695.125000 Penalty: 4752.350586
	Iteration 50Q: 3 clusters Score -1770695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1770694.875000 Penalty: 4752.350586
	Iteration 51Q: 3 clusters Score -1770695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1770696.375000 Penalty: 4752.350586
	Iteration 52Q: 3 clusters Score -1770696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1770697.375000 Penalty: 4752.350586
	Iteration 53Q: 3 clusters Score -1770697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1770697.375000 Penalty: 4752.350586
	Iteration 54F: 3 clusters Score -1770697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Entering Unmasked Estep 
Score: -4582907.000000 Penalty: 2609.133301
	Iteration 0F: 2 clusters Score -4582907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4557837.000000 Penalty: 5218.266602
	Iteration 0F: 3 clusters Score -4557837 nChanged 16823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4567074.000000 Penalty: 5218.266602
	Iteration 1F: 3 clusters Score -4567074 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4567862.000000 Penalty: 5218.266602
	Iteration 2Q: 3 clusters Score -4567862 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4568744.000000 Penalty: 5218.266602
	Iteration 3Q: 3 clusters Score -4568744 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4569640.000000 Penalty: 5218.266602
	Iteration 4F: 3 clusters Score -4569640 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4570548.500000 Penalty: 5218.266602
	Iteration 5Q: 3 clusters Score -4570548 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4571445.500000 Penalty: 5218.266602
	Iteration 6Q: 3 clusters Score -4571446 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -4572382.000000 Penalty: 5218.266602
	Iteration 7Q: 3 clusters Score -4572382 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4573324.500000 Penalty: 5218.266602
	Iteration 8Q: 3 clusters Score -4573324 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4574197.000000 Penalty: 5218.266602
	Iteration 9Q: 3 clusters Score -4574197 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4575015.000000 Penalty: 5218.266602
	Iteration 10Q: 3 clusters Score -4575015 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4575769.500000 Penalty: 5218.266602
	Iteration 11Q: 3 clusters Score -4575770 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -4576372.000000 Penalty: 5218.266602
	Iteration 12Q: 3 clusters Score -4576372 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4576895.500000 Penalty: 5218.266602
	Iteration 13Q: 3 clusters Score -4576896 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -4577315.000000 Penalty: 5218.266602
	Iteration 14Q: 3 clusters Score -4577315 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4577608.000000 Penalty: 5218.266602
	Iteration 15Q: 3 clusters Score -4577608 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4577860.500000 Penalty: 5218.266602
	Iteration 16Q: 3 clusters Score -4577860 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4578120.500000 Penalty: 5218.266602
	Iteration 17Q: 3 clusters Score -4578120 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4578347.000000 Penalty: 5218.266602
	Iteration 18Q: 3 clusters Score -4578347 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4578535.500000 Penalty: 5218.266602
	Iteration 19Q: 3 clusters Score -4578536 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4578699.000000 Penalty: 5218.266602
	Iteration 20F: 3 clusters Score -4578699 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4578834.000000 Penalty: 5218.266602
	Iteration 21Q: 3 clusters Score -4578834 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4578952.500000 Penalty: 5218.266602
	Iteration 22Q: 3 clusters Score -4578952 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4579034.500000 Penalty: 5218.266602
	Iteration 23Q: 3 clusters Score -4579034 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4579135.000000 Penalty: 5218.266602
	Iteration 24Q: 3 clusters Score -4579135 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4579207.000000 Penalty: 5218.266602
	Iteration 25Q: 3 clusters Score -4579207 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4579265.000000 Penalty: 5218.266602
	Iteration 26Q: 3 clusters Score -4579265 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4579329.000000 Penalty: 5218.266602
	Iteration 27Q: 3 clusters Score -4579329 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4579384.500000 Penalty: 5218.266602
	Iteration 28Q: 3 clusters Score -4579384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4579395.500000 Penalty: 5218.266602
	Iteration 29Q: 3 clusters Score -4579396 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4579432.500000 Penalty: 5218.266602
	Iteration 30Q: 3 clusters Score -4579432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4579467.500000 Penalty: 5218.266602
	Iteration 31Q: 3 clusters Score -4579468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4579487.500000 Penalty: 5218.266602
	Iteration 32Q: 3 clusters Score -4579488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4579510.500000 Penalty: 5218.266602
	Iteration 33Q: 3 clusters Score -4579510 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4579540.500000 Penalty: 5218.266602
	Iteration 34Q: 3 clusters Score -4579540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4579582.000000 Penalty: 5218.266602
	Iteration 35Q: 3 clusters Score -4579582 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4579623.500000 Penalty: 5218.266602
	Iteration 36Q: 3 clusters Score -4579624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4579673.000000 Penalty: 5218.266602
	Iteration 37Q: 3 clusters Score -4579673 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4579727.000000 Penalty: 5218.266602
	Iteration 38Q: 3 clusters Score -4579727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4579788.000000 Penalty: 5218.266602
	Iteration 39Q: 3 clusters Score -4579788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4579853.500000 Penalty: 5218.266602
	Iteration 40F: 3 clusters Score -4579854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4579922.000000 Penalty: 5218.266602
	Iteration 41Q: 3 clusters Score -4579922 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4580010.000000 Penalty: 5218.266602
	Iteration 42Q: 3 clusters Score -4580010 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4580114.000000 Penalty: 5218.266602
	Iteration 43Q: 3 clusters Score -4580114 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4580178.500000 Penalty: 5218.266602
	Iteration 44Q: 3 clusters Score -4580178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4580249.500000 Penalty: 5218.266602
	Iteration 45Q: 3 clusters Score -4580250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4580330.000000 Penalty: 5218.266602
	Iteration 46Q: 3 clusters Score -4580330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4580415.000000 Penalty: 5218.266602
	Iteration 47Q: 3 clusters Score -4580415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4580502.000000 Penalty: 5218.266602
	Iteration 48Q: 3 clusters Score -4580502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4580571.500000 Penalty: 5218.266602
	Iteration 49Q: 3 clusters Score -4580572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4580649.000000 Penalty: 5218.266602
	Iteration 50Q: 3 clusters Score -4580649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4580710.000000 Penalty: 5218.266602
	Iteration 51Q: 3 clusters Score -4580710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4580735.500000 Penalty: 5218.266602
	Iteration 52Q: 3 clusters Score -4580736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4580773.500000 Penalty: 5218.266602
	Iteration 53Q: 3 clusters Score -4580774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4580801.000000 Penalty: 5218.266602
	Iteration 54Q: 3 clusters Score -4580801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4580832.000000 Penalty: 5218.266602
	Iteration 55Q: 3 clusters Score -4580832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4580854.500000 Penalty: 5218.266602
	Iteration 56Q: 3 clusters Score -4580854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4580857.500000 Penalty: 5218.266602
	Iteration 57Q: 3 clusters Score -4580858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4580885.500000 Penalty: 5218.266602
	Iteration 58Q: 3 clusters Score -4580886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4580892.000000 Penalty: 5218.266602
	Iteration 59Q: 3 clusters Score -4580892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4580906.500000 Penalty: 5218.266602
	Iteration 60F: 3 clusters Score -4580906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4580918.500000 Penalty: 5218.266602
	Iteration 61Q: 3 clusters Score -4580918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4580924.000000 Penalty: 5218.266602
	Iteration 62Q: 3 clusters Score -4580924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4580937.000000 Penalty: 5218.266602
	Iteration 63Q: 3 clusters Score -4580937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4580929.000000 Penalty: 5218.266602
	Iteration 64Q: 3 clusters Score -4580929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4580934.500000 Penalty: 5218.266602
	Iteration 65Q: 3 clusters Score -4580934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4580935.500000 Penalty: 5218.266602
	Iteration 66Q: 3 clusters Score -4580936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4580941.500000 Penalty: 5218.266602
	Iteration 67Q: 3 clusters Score -4580942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4580934.500000 Penalty: 5218.266602
	Iteration 68Q: 3 clusters Score -4580934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4580931.500000 Penalty: 5218.266602
	Iteration 69Q: 3 clusters Score -4580932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4580934.000000 Penalty: 5218.266602
	Iteration 70Q: 3 clusters Score -4580934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4580934.000000 Penalty: 5218.266602
	Iteration 71Q: 3 clusters Score -4580934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4580934.000000 Penalty: 5218.266602
	Iteration 72Q: 3 clusters Score -4580934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4580936.500000 Penalty: 5218.266602
	Iteration 73Q: 3 clusters Score -4580936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4580927.500000 Penalty: 5218.266602
	Iteration 74Q: 3 clusters Score -4580928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4580931.500000 Penalty: 5218.266602
	Iteration 75Q: 3 clusters Score -4580932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4580932.000000 Penalty: 5218.266602
	Iteration 76Q: 3 clusters Score -4580932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4580929.500000 Penalty: 5218.266602
	Iteration 77Q: 3 clusters Score -4580930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4580933.500000 Penalty: 5218.266602
	Iteration 78Q: 3 clusters Score -4580934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4580933.500000 Penalty: 5218.266602
	Iteration 79F: 3 clusters Score -4580934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Entering Unmasked Estep 
Score: -1227941.000000 Penalty: 2274.221191
	Iteration 0F: 2 clusters Score -1227941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1220549.625000 Penalty: 4548.442383
	Iteration 0F: 3 clusters Score -1220550 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1222685.750000 Penalty: 4548.442383
	Iteration 1F: 3 clusters Score -1222686 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1222962.750000 Penalty: 4548.442383
	Iteration 2F: 3 clusters Score -1222963 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1223141.625000 Penalty: 4548.442383
	Iteration 3Q: 3 clusters Score -1223142 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1223291.875000 Penalty: 4548.442383
	Iteration 4Q: 3 clusters Score -1223292 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1223427.250000 Penalty: 4548.442383
	Iteration 5Q: 3 clusters Score -1223427 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1223551.375000 Penalty: 4548.442383
	Iteration 6Q: 3 clusters Score -1223551 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1223659.750000 Penalty: 4548.442383
	Iteration 7Q: 3 clusters Score -1223660 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1223784.500000 Penalty: 4548.442383
	Iteration 8Q: 3 clusters Score -1223784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1223925.000000 Penalty: 4548.442383
	Iteration 9Q: 3 clusters Score -1223925 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1224134.125000 Penalty: 4548.442383
	Iteration 10Q: 3 clusters Score -1224134 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1224357.500000 Penalty: 4548.442383
	Iteration 11Q: 3 clusters Score -1224358 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1224629.000000 Penalty: 4548.442383
	Iteration 12Q: 3 clusters Score -1224629 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1224921.500000 Penalty: 4548.442383
	Iteration 13Q: 3 clusters Score -1224922 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1225195.375000 Penalty: 4548.442383
	Iteration 14Q: 3 clusters Score -1225195 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1225396.625000 Penalty: 4548.442383
	Iteration 15Q: 3 clusters Score -1225397 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1225553.375000 Penalty: 4548.442383
	Iteration 16Q: 3 clusters Score -1225553 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1225667.250000 Penalty: 4548.442383
	Iteration 17Q: 3 clusters Score -1225667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1225747.250000 Penalty: 4548.442383
	Iteration 18Q: 3 clusters Score -1225747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1225785.000000 Penalty: 4548.442383
	Iteration 19Q: 3 clusters Score -1225785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1225813.625000 Penalty: 4548.442383
	Iteration 20F: 3 clusters Score -1225814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1225836.875000 Penalty: 4548.442383
	Iteration 21Q: 3 clusters Score -1225837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1225852.125000 Penalty: 4548.442383
	Iteration 22Q: 3 clusters Score -1225852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1225861.625000 Penalty: 4548.442383
	Iteration 23Q: 3 clusters Score -1225862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1225876.500000 Penalty: 4548.442383
	Iteration 24Q: 3 clusters Score -1225876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1225884.375000 Penalty: 4548.442383
	Iteration 25Q: 3 clusters Score -1225884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1225888.375000 Penalty: 4548.442383
	Iteration 26Q: 3 clusters Score -1225888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1225892.375000 Penalty: 4548.442383
	Iteration 27Q: 3 clusters Score -1225892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1225892.000000 Penalty: 4548.442383
	Iteration 28Q: 3 clusters Score -1225892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1225892.000000 Penalty: 4548.442383
	Iteration 29F: 3 clusters Score -1225892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -515986.031250 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -515986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -511675.718750 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -511675.7 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -512915.906250 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -512915.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -513381.250000 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -513381.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -513706.000000 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -513706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -513953.375000 Penalty: 4197.936035
	Iteration 4F: 3 clusters Score -513953.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -514130.156250 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -514130.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -514273.031250 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -514273 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -514378.593750 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -514378.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -514467.593750 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -514467.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -514542.406250 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -514542.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -514597.656250 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -514597.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -514634.250000 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -514634.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -514657.593750 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -514657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -514674.500000 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -514674.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -514688.437500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -514688.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -514700.093750 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -514700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -514708.812500 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -514708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514713.281250 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -514713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -514718.937500 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -514718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -514721.937500 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -514721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -514725.000000 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -514725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -514727.312500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -514727.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -514730.093750 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -514730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -514730.937500 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -514730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -514733.500000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -514733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514733.312500 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -514733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -514736.062500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -514736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -514736.937500 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -514736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -514739.437500 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -514739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -514739.750000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -514739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -514740.843750 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -514740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -514741.375000 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -514741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -514741.593750 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -514741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514742.250000 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -514742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -514743.156250 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -514743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -514743.531250 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -514743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -514743.531250 Penalty: 4197.936035
	Iteration 36F: 3 clusters Score -514743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -268069.906250 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -268069.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -265390.312500 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -265390.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -265856.062500 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -265856.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -265956.531250 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -265956.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -266003.437500 Penalty: 3801.283203
	Iteration 3Q: 3 clusters Score -266003.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -266032.406250 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -266032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266049.718750 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -266049.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -266059.625000 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -266059.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266064.218750 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -266064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266068.343750 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -266068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266073.125000 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -266073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -266078.187500 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -266078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -266086.500000 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -266086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -266091.875000 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -266091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -266098.000000 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -266098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -266101.218750 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -266101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -266104.343750 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -266104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266106.656250 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -266106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266107.968750 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -266108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266109.093750 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -266109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266110.312500 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -266110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -266110.531250 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -266110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -266111.125000 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -266111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -266111.125000 Penalty: 3801.283203
	Iteration 22F: 3 clusters Score -266111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Entering Unmasked Estep 
Score: -3192522.250000 Penalty: 2515.116455
	Iteration 0F: 2 clusters Score -3192522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3175084.750000 Penalty: 5030.232910
	Iteration 0F: 3 clusters Score -3175085 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3181145.250000 Penalty: 5030.232910
	Iteration 1F: 3 clusters Score -3181145 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3181770.000000 Penalty: 5030.232910
	Iteration 2F: 3 clusters Score -3181770 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3182394.750000 Penalty: 5030.232910
	Iteration 3F: 3 clusters Score -3182395 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3183051.250000 Penalty: 5030.232910
	Iteration 4F: 3 clusters Score -3183051 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3183755.250000 Penalty: 5030.232910
	Iteration 5F: 3 clusters Score -3183755 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3184525.750000 Penalty: 5030.232910
	Iteration 6F: 3 clusters Score -3184526 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3185280.000000 Penalty: 5030.232910
	Iteration 7F: 3 clusters Score -3185280 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3185918.250000 Penalty: 5030.232910
	Iteration 8F: 3 clusters Score -3185918 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3186486.500000 Penalty: 5030.232910
	Iteration 9Q: 3 clusters Score -3186486 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3186965.500000 Penalty: 5030.232910
	Iteration 10Q: 3 clusters Score -3186966 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3187366.750000 Penalty: 5030.232910
	Iteration 11Q: 3 clusters Score -3187367 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3187775.250000 Penalty: 5030.232910
	Iteration 12Q: 3 clusters Score -3187775 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3188134.750000 Penalty: 5030.232910
	Iteration 13Q: 3 clusters Score -3188135 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3188370.500000 Penalty: 5030.232910
	Iteration 14Q: 3 clusters Score -3188370 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3188542.000000 Penalty: 5030.232910
	Iteration 15Q: 3 clusters Score -3188542 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3188666.250000 Penalty: 5030.232910
	Iteration 16Q: 3 clusters Score -3188666 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3188781.000000 Penalty: 5030.232910
	Iteration 17Q: 3 clusters Score -3188781 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3188886.500000 Penalty: 5030.232910
	Iteration 18Q: 3 clusters Score -3188886 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3188997.250000 Penalty: 5030.232910
	Iteration 19Q: 3 clusters Score -3188997 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3189074.750000 Penalty: 5030.232910
	Iteration 20F: 3 clusters Score -3189075 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3189157.750000 Penalty: 5030.232910
	Iteration 21Q: 3 clusters Score -3189158 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3189256.000000 Penalty: 5030.232910
	Iteration 22Q: 3 clusters Score -3189256 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3189343.750000 Penalty: 5030.232910
	Iteration 23Q: 3 clusters Score -3189344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3189446.250000 Penalty: 5030.232910
	Iteration 24Q: 3 clusters Score -3189446 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3189508.250000 Penalty: 5030.232910
	Iteration 25Q: 3 clusters Score -3189508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3189581.250000 Penalty: 5030.232910
	Iteration 26Q: 3 clusters Score -3189581 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3189639.000000 Penalty: 5030.232910
	Iteration 27Q: 3 clusters Score -3189639 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3189691.000000 Penalty: 5030.232910
	Iteration 28Q: 3 clusters Score -3189691 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3189727.250000 Penalty: 5030.232910
	Iteration 29Q: 3 clusters Score -3189727 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3189782.750000 Penalty: 5030.232910
	Iteration 30Q: 3 clusters Score -3189783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3189845.750000 Penalty: 5030.232910
	Iteration 31Q: 3 clusters Score -3189846 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3189906.500000 Penalty: 5030.232910
	Iteration 32Q: 3 clusters Score -3189906 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3189954.500000 Penalty: 5030.232910
	Iteration 33Q: 3 clusters Score -3189954 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3190007.500000 Penalty: 5030.232910
	Iteration 34Q: 3 clusters Score -3190008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3190059.250000 Penalty: 5030.232910
	Iteration 35Q: 3 clusters Score -3190059 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3190108.000000 Penalty: 5030.232910
	Iteration 36Q: 3 clusters Score -3190108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3190161.750000 Penalty: 5030.232910
	Iteration 37Q: 3 clusters Score -3190162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3190193.750000 Penalty: 5030.232910
	Iteration 38Q: 3 clusters Score -3190194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3190227.000000 Penalty: 5030.232910
	Iteration 39Q: 3 clusters Score -3190227 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3190259.500000 Penalty: 5030.232910
	Iteration 40F: 3 clusters Score -3190260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3190300.500000 Penalty: 5030.232910
	Iteration 41Q: 3 clusters Score -3190300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3190327.250000 Penalty: 5030.232910
	Iteration 42Q: 3 clusters Score -3190327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3190355.000000 Penalty: 5030.232910
	Iteration 43Q: 3 clusters Score -3190355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3190378.500000 Penalty: 5030.232910
	Iteration 44Q: 3 clusters Score -3190378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3190398.000000 Penalty: 5030.232910
	Iteration 45Q: 3 clusters Score -3190398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3190413.500000 Penalty: 5030.232910
	Iteration 46Q: 3 clusters Score -3190414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3190436.000000 Penalty: 5030.232910
	Iteration 47Q: 3 clusters Score -3190436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3190451.500000 Penalty: 5030.232910
	Iteration 48Q: 3 clusters Score -3190452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3190464.500000 Penalty: 5030.232910
	Iteration 49Q: 3 clusters Score -3190464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3190486.500000 Penalty: 5030.232910
	Iteration 50Q: 3 clusters Score -3190486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3190488.000000 Penalty: 5030.232910
	Iteration 51Q: 3 clusters Score -3190488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3190499.250000 Penalty: 5030.232910
	Iteration 52Q: 3 clusters Score -3190499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3190502.250000 Penalty: 5030.232910
	Iteration 53Q: 3 clusters Score -3190502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3190519.000000 Penalty: 5030.232910
	Iteration 54Q: 3 clusters Score -3190519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3190531.500000 Penalty: 5030.232910
	Iteration 55Q: 3 clusters Score -3190532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3190540.000000 Penalty: 5030.232910
	Iteration 56Q: 3 clusters Score -3190540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3190537.750000 Penalty: 5030.232910
	Iteration 57Q: 3 clusters Score -3190538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3190542.750000 Penalty: 5030.232910
	Iteration 58Q: 3 clusters Score -3190543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3190544.250000 Penalty: 5030.232910
	Iteration 59Q: 3 clusters Score -3190544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3190547.250000 Penalty: 5030.232910
	Iteration 60F: 3 clusters Score -3190547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3190544.500000 Penalty: 5030.232910
	Iteration 61Q: 3 clusters Score -3190544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3190554.500000 Penalty: 5030.232910
	Iteration 62Q: 3 clusters Score -3190554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3190552.500000 Penalty: 5030.232910
	Iteration 63Q: 3 clusters Score -3190552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3190558.000000 Penalty: 5030.232910
	Iteration 64Q: 3 clusters Score -3190558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3190557.500000 Penalty: 5030.232910
	Iteration 65Q: 3 clusters Score -3190558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3190557.500000 Penalty: 5030.232910
	Iteration 66Q: 3 clusters Score -3190558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3190562.250000 Penalty: 5030.232910
	Iteration 67Q: 3 clusters Score -3190562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3190562.500000 Penalty: 5030.232910
	Iteration 68Q: 3 clusters Score -3190562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3190561.250000 Penalty: 5030.232910
	Iteration 69Q: 3 clusters Score -3190561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3190559.000000 Penalty: 5030.232910
	Iteration 70Q: 3 clusters Score -3190559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3190560.250000 Penalty: 5030.232910
	Iteration 71Q: 3 clusters Score -3190560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3190561.500000 Penalty: 5030.232910
	Iteration 72Q: 3 clusters Score -3190562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3190561.500000 Penalty: 5030.232910
	Iteration 73F: 3 clusters Score -3190562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273464 members 
Entering Unmasked Estep 
Score: -34336704.000000 Penalty: 3104.693604
	Iteration 0F: 2 clusters Score -3.43367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136665 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -34156348.000000 Penalty: 6209.387207
	Iteration 0F: 3 clusters Score -3.415635e+07 nChanged 132525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 141048 members 
Entering Unmasked Estep 
Score: -34235116.000000 Penalty: 6209.387207
	Iteration 1F: 3 clusters Score -3.423512e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130099 members 
Mstep: Class 2 contains 143365 members 
Entering Unmasked Estep 
Score: -34236064.000000 Penalty: 6209.387207
	Iteration 2Q: 3 clusters Score -3.423606e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -34238048.000000 Penalty: 6209.387207
	Iteration 3Q: 3 clusters Score -3.423805e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -34241312.000000 Penalty: 6209.387207
	Iteration 4Q: 3 clusters Score -3.424131e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 160298 members 
Entering Unmasked Estep 
Score: -34246196.000000 Penalty: 6209.387207
	Iteration 5Q: 3 clusters Score -3.42462e+07 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -34253320.000000 Penalty: 6209.387207
	Iteration 6F: 3 clusters Score -3.425332e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 185901 members 
Entering Unmasked Estep 
Score: -34264120.000000 Penalty: 6209.387207
	Iteration 7F: 3 clusters Score -3.426412e+07 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 202447 members 
Entering Unmasked Estep 
Score: -34278284.000000 Penalty: 6209.387207
	Iteration 8F: 3 clusters Score -3.427828e+07 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 218629 members 
Entering Unmasked Estep 
Score: -34292884.000000 Penalty: 6209.387207
	Iteration 9F: 3 clusters Score -3.429288e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 231763 members 
Entering Unmasked Estep 
Score: -34305216.000000 Penalty: 6209.387207
	Iteration 10F: 3 clusters Score -3.430522e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 241175 members 
Entering Unmasked Estep 
Score: -34313660.000000 Penalty: 6209.387207
	Iteration 11Q: 3 clusters Score -3.431366e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 247878 members 
Entering Unmasked Estep 
Score: -34318808.000000 Penalty: 6209.387207
	Iteration 12Q: 3 clusters Score -3.431881e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 252972 members 
Entering Unmasked Estep 
Score: -34322496.000000 Penalty: 6209.387207
	Iteration 13Q: 3 clusters Score -3.43225e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 257176 members 
Entering Unmasked Estep 
Score: -34325288.000000 Penalty: 6209.387207
	Iteration 14Q: 3 clusters Score -3.432529e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 260619 members 
Entering Unmasked Estep 
Score: -34327336.000000 Penalty: 6209.387207
	Iteration 15Q: 3 clusters Score -3.432734e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 263374 members 
Entering Unmasked Estep 
Score: -34328960.000000 Penalty: 6209.387207
	Iteration 16Q: 3 clusters Score -3.432896e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 265574 members 
Entering Unmasked Estep 
Score: -34330148.000000 Penalty: 6209.387207
	Iteration 17Q: 3 clusters Score -3.433015e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 267364 members 
Entering Unmasked Estep 
Score: -34331120.000000 Penalty: 6209.387207
	Iteration 18Q: 3 clusters Score -3.433112e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 268817 members 
Entering Unmasked Estep 
Score: -34331908.000000 Penalty: 6209.387207
	Iteration 19Q: 3 clusters Score -3.433191e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 270016 members 
Entering Unmasked Estep 
Score: -34332420.000000 Penalty: 6209.387207
	Iteration 20F: 3 clusters Score -3.433242e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 270921 members 
Entering Unmasked Estep 
Score: -34332912.000000 Penalty: 6209.387207
	Iteration 21Q: 3 clusters Score -3.433291e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 271566 members 
Entering Unmasked Estep 
Score: -34333240.000000 Penalty: 6209.387207
	Iteration 22Q: 3 clusters Score -3.433324e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 272001 members 
Entering Unmasked Estep 
Score: -34333520.000000 Penalty: 6209.387207
	Iteration 23Q: 3 clusters Score -3.433352e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 272298 members 
Entering Unmasked Estep 
Score: -34333656.000000 Penalty: 6209.387207
	Iteration 24Q: 3 clusters Score -3.433366e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 272518 members 
Entering Unmasked Estep 
Score: -34333768.000000 Penalty: 6209.387207
	Iteration 25Q: 3 clusters Score -3.433377e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 272656 members 
Entering Unmasked Estep 
Score: -34333852.000000 Penalty: 6209.387207
	Iteration 26Q: 3 clusters Score -3.433385e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 272751 members 
Entering Unmasked Estep 
Score: -34333924.000000 Penalty: 6209.387207
	Iteration 27Q: 3 clusters Score -3.433392e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 272808 members 
Entering Unmasked Estep 
Score: -34333948.000000 Penalty: 6209.387207
	Iteration 28Q: 3 clusters Score -3.433395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 272850 members 
Entering Unmasked Estep 
Score: -34333980.000000 Penalty: 6209.387207
	Iteration 29Q: 3 clusters Score -3.433398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 272875 members 
Entering Unmasked Estep 
Score: -34333980.000000 Penalty: 6209.387207
	Iteration 30Q: 3 clusters Score -3.433398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 272890 members 
Entering Unmasked Estep 
Score: -34334004.000000 Penalty: 6209.387207
	Iteration 31Q: 3 clusters Score -3.4334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 272905 members 
Entering Unmasked Estep 
Score: -34333992.000000 Penalty: 6209.387207
	Iteration 32Q: 3 clusters Score -3.433399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 272917 members 
Entering Unmasked Estep 
Score: -34334020.000000 Penalty: 6209.387207
	Iteration 33Q: 3 clusters Score -3.433402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 272929 members 
Entering Unmasked Estep 
Score: -34334036.000000 Penalty: 6209.387207
	Iteration 34Q: 3 clusters Score -3.433404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 272938 members 
Entering Unmasked Estep 
Score: -34334044.000000 Penalty: 6209.387207
	Iteration 35Q: 3 clusters Score -3.433404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 272946 members 
Entering Unmasked Estep 
Score: -34334068.000000 Penalty: 6209.387207
	Iteration 36Q: 3 clusters Score -3.433407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 272953 members 
Entering Unmasked Estep 
Score: -34334052.000000 Penalty: 6209.387207
	Iteration 37Q: 3 clusters Score -3.433405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 272960 members 
Entering Unmasked Estep 
Score: -34334076.000000 Penalty: 6209.387207
	Iteration 38Q: 3 clusters Score -3.433408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 272962 members 
Entering Unmasked Estep 
Score: -34334072.000000 Penalty: 6209.387207
	Iteration 39Q: 3 clusters Score -3.433407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 272962 members 
Entering Unmasked Estep 
Score: -34334072.000000 Penalty: 6209.387207
	Iteration 40F: 3 clusters Score -3.433407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Entering Unmasked Estep 
Score: -1104629.125000 Penalty: 2260.938721
	Iteration 0F: 2 clusters Score -1104629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1097585.625000 Penalty: 4521.877441
	Iteration 0F: 3 clusters Score -1097586 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1099613.125000 Penalty: 4521.877441
	Iteration 1F: 3 clusters Score -1099613 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1100043.125000 Penalty: 4521.877441
	Iteration 2F: 3 clusters Score -1100043 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1100568.625000 Penalty: 4521.877441
	Iteration 3F: 3 clusters Score -1100569 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1101196.875000 Penalty: 4521.877441
	Iteration 4F: 3 clusters Score -1101197 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1101822.125000 Penalty: 4521.877441
	Iteration 5F: 3 clusters Score -1101822 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1102340.500000 Penalty: 4521.877441
	Iteration 6F: 3 clusters Score -1102340 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1102714.250000 Penalty: 4521.877441
	Iteration 7F: 3 clusters Score -1102714 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1102961.625000 Penalty: 4521.877441
	Iteration 8Q: 3 clusters Score -1102962 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1103130.500000 Penalty: 4521.877441
	Iteration 9Q: 3 clusters Score -1103130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1103274.500000 Penalty: 4521.877441
	Iteration 10Q: 3 clusters Score -1103274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1103390.250000 Penalty: 4521.877441
	Iteration 11Q: 3 clusters Score -1103390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1103494.250000 Penalty: 4521.877441
	Iteration 12Q: 3 clusters Score -1103494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1103572.250000 Penalty: 4521.877441
	Iteration 13Q: 3 clusters Score -1103572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1103635.750000 Penalty: 4521.877441
	Iteration 14Q: 3 clusters Score -1103636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1103680.500000 Penalty: 4521.877441
	Iteration 15Q: 3 clusters Score -1103680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1103713.375000 Penalty: 4521.877441
	Iteration 16Q: 3 clusters Score -1103713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1103753.375000 Penalty: 4521.877441
	Iteration 17Q: 3 clusters Score -1103753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1103788.000000 Penalty: 4521.877441
	Iteration 18Q: 3 clusters Score -1103788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1103808.250000 Penalty: 4521.877441
	Iteration 19Q: 3 clusters Score -1103808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1103829.000000 Penalty: 4521.877441
	Iteration 20F: 3 clusters Score -1103829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1103857.000000 Penalty: 4521.877441
	Iteration 21Q: 3 clusters Score -1103857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1103872.500000 Penalty: 4521.877441
	Iteration 22Q: 3 clusters Score -1103872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1103891.500000 Penalty: 4521.877441
	Iteration 23Q: 3 clusters Score -1103892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1103916.750000 Penalty: 4521.877441
	Iteration 24Q: 3 clusters Score -1103917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1103932.000000 Penalty: 4521.877441
	Iteration 25Q: 3 clusters Score -1103932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1103945.375000 Penalty: 4521.877441
	Iteration 26Q: 3 clusters Score -1103945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1103973.250000 Penalty: 4521.877441
	Iteration 27Q: 3 clusters Score -1103973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1104002.500000 Penalty: 4521.877441
	Iteration 28Q: 3 clusters Score -1104002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1104019.250000 Penalty: 4521.877441
	Iteration 29Q: 3 clusters Score -1104019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1104025.000000 Penalty: 4521.877441
	Iteration 30Q: 3 clusters Score -1104025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1104033.250000 Penalty: 4521.877441
	Iteration 31Q: 3 clusters Score -1104033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1104039.000000 Penalty: 4521.877441
	Iteration 32Q: 3 clusters Score -1104039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1104040.250000 Penalty: 4521.877441
	Iteration 33Q: 3 clusters Score -1104040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1104040.375000 Penalty: 4521.877441
	Iteration 34Q: 3 clusters Score -1104040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1104040.625000 Penalty: 4521.877441
	Iteration 35Q: 3 clusters Score -1104041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1104040.625000 Penalty: 4521.877441
	Iteration 36F: 3 clusters Score -1104041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (152378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Entering Unmasked Estep 
Score: -18864082.000000 Penalty: 2959.661621
	Iteration 0F: 2 clusters Score -1.886408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -18762534.000000 Penalty: 5919.323242
	Iteration 0F: 3 clusters Score -1.876253e+07 nChanged 72690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -18803432.000000 Penalty: 5919.323242
	Iteration 1F: 3 clusters Score -1.880343e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -18804294.000000 Penalty: 5919.323242
	Iteration 2Q: 3 clusters Score -1.880429e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -18805204.000000 Penalty: 5919.323242
	Iteration 3Q: 3 clusters Score -1.88052e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -18806680.000000 Penalty: 5919.323242
	Iteration 4Q: 3 clusters Score -1.880668e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -18808672.000000 Penalty: 5919.323242
	Iteration 5Q: 3 clusters Score -1.880867e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -18811292.000000 Penalty: 5919.323242
	Iteration 6Q: 3 clusters Score -1.881129e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -18814380.000000 Penalty: 5919.323242
	Iteration 7Q: 3 clusters Score -1.881438e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -18818110.000000 Penalty: 5919.323242
	Iteration 8F: 3 clusters Score -1.881811e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -18821638.000000 Penalty: 5919.323242
	Iteration 9F: 3 clusters Score -1.882164e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -18825298.000000 Penalty: 5919.323242
	Iteration 10F: 3 clusters Score -1.88253e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -18828432.000000 Penalty: 5919.323242
	Iteration 11F: 3 clusters Score -1.882843e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -18831572.000000 Penalty: 5919.323242
	Iteration 12Q: 3 clusters Score -1.883157e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -18834924.000000 Penalty: 5919.323242
	Iteration 13Q: 3 clusters Score -1.883492e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -18838572.000000 Penalty: 5919.323242
	Iteration 14Q: 3 clusters Score -1.883857e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -18842724.000000 Penalty: 5919.323242
	Iteration 15Q: 3 clusters Score -1.884272e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -18847398.000000 Penalty: 5919.323242
	Iteration 16Q: 3 clusters Score -1.88474e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -18851740.000000 Penalty: 5919.323242
	Iteration 17Q: 3 clusters Score -1.885174e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -18855538.000000 Penalty: 5919.323242
	Iteration 18Q: 3 clusters Score -1.885554e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -18858414.000000 Penalty: 5919.323242
	Iteration 19Q: 3 clusters Score -1.885841e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -18859994.000000 Penalty: 5919.323242
	Iteration 20F: 3 clusters Score -1.885999e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -18860786.000000 Penalty: 5919.323242
	Iteration 21Q: 3 clusters Score -1.886079e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 150945 members 
Entering Unmasked Estep 
Score: -18861152.000000 Penalty: 5919.323242
	Iteration 22Q: 3 clusters Score -1.886115e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -18861378.000000 Penalty: 5919.323242
	Iteration 23Q: 3 clusters Score -1.886138e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -18861560.000000 Penalty: 5919.323242
	Iteration 24Q: 3 clusters Score -1.886156e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -18861632.000000 Penalty: 5919.323242
	Iteration 25Q: 3 clusters Score -1.886163e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -18861650.000000 Penalty: 5919.323242
	Iteration 26Q: 3 clusters Score -1.886165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -18861676.000000 Penalty: 5919.323242
	Iteration 27Q: 3 clusters Score -1.886168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 151620 members 
Entering Unmasked Estep 
Score: -18861692.000000 Penalty: 5919.323242
	Iteration 28Q: 3 clusters Score -1.886169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 151644 members 
Entering Unmasked Estep 
Score: -18861696.000000 Penalty: 5919.323242
	Iteration 29Q: 3 clusters Score -1.88617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -18861716.000000 Penalty: 5919.323242
	Iteration 30Q: 3 clusters Score -1.886172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -18861716.000000 Penalty: 5919.323242
	Iteration 31Q: 3 clusters Score -1.886172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 151671 members 
Entering Unmasked Estep 
Score: -18861732.000000 Penalty: 5919.323242
	Iteration 32Q: 3 clusters Score -1.886173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -18861740.000000 Penalty: 5919.323242
	Iteration 33Q: 3 clusters Score -1.886174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -18861746.000000 Penalty: 5919.323242
	Iteration 34Q: 3 clusters Score -1.886175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -18861736.000000 Penalty: 5919.323242
	Iteration 35Q: 3 clusters Score -1.886174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -18861746.000000 Penalty: 5919.323242
	Iteration 36Q: 3 clusters Score -1.886175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -18861750.000000 Penalty: 5919.323242
	Iteration 37Q: 3 clusters Score -1.886175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -18861764.000000 Penalty: 5919.323242
	Iteration 38Q: 3 clusters Score -1.886176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -18861770.000000 Penalty: 5919.323242
	Iteration 39Q: 3 clusters Score -1.886177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -18861772.000000 Penalty: 5919.323242
	Iteration 40F: 3 clusters Score -1.886177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -18861758.000000 Penalty: 5919.323242
	Iteration 41Q: 3 clusters Score -1.886176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 151707 members 
Entering Unmasked Estep 
Score: -18861770.000000 Penalty: 5919.323242
	Iteration 42Q: 3 clusters Score -1.886177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -18861776.000000 Penalty: 5919.323242
	Iteration 43Q: 3 clusters Score -1.886178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -18861776.000000 Penalty: 5919.323242
	Iteration 44F: 3 clusters Score -1.886178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Entering Unmasked Estep 
Score: -3908768.750000 Penalty: 2582.784424
	Iteration 0F: 2 clusters Score -3908769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3886048.250000 Penalty: 5165.568848
	Iteration 0F: 3 clusters Score -3886048 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3894444.250000 Penalty: 5165.568848
	Iteration 1F: 3 clusters Score -3894444 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3895091.000000 Penalty: 5165.568848
	Iteration 2F: 3 clusters Score -3895091 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3895839.750000 Penalty: 5165.568848
	Iteration 3F: 3 clusters Score -3895840 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3896702.000000 Penalty: 5165.568848
	Iteration 4F: 3 clusters Score -3896702 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3897739.250000 Penalty: 5165.568848
	Iteration 5F: 3 clusters Score -3897739 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3898982.500000 Penalty: 5165.568848
	Iteration 6F: 3 clusters Score -3898982 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3900351.750000 Penalty: 5165.568848
	Iteration 7F: 3 clusters Score -3900352 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3901703.250000 Penalty: 5165.568848
	Iteration 8F: 3 clusters Score -3901703 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3902900.250000 Penalty: 5165.568848
	Iteration 9Q: 3 clusters Score -3902900 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3903901.750000 Penalty: 5165.568848
	Iteration 10Q: 3 clusters Score -3903902 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3904691.000000 Penalty: 5165.568848
	Iteration 11Q: 3 clusters Score -3904691 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3905244.500000 Penalty: 5165.568848
	Iteration 12Q: 3 clusters Score -3905244 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3905764.750000 Penalty: 5165.568848
	Iteration 13Q: 3 clusters Score -3905765 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3906178.250000 Penalty: 5165.568848
	Iteration 14Q: 3 clusters Score -3906178 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3906387.250000 Penalty: 5165.568848
	Iteration 15Q: 3 clusters Score -3906387 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3906557.250000 Penalty: 5165.568848
	Iteration 16Q: 3 clusters Score -3906557 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3906709.750000 Penalty: 5165.568848
	Iteration 17Q: 3 clusters Score -3906710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3906838.000000 Penalty: 5165.568848
	Iteration 18Q: 3 clusters Score -3906838 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3906965.250000 Penalty: 5165.568848
	Iteration 19Q: 3 clusters Score -3906965 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3907066.250000 Penalty: 5165.568848
	Iteration 20F: 3 clusters Score -3907066 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3907143.750000 Penalty: 5165.568848
	Iteration 21Q: 3 clusters Score -3907144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3907213.000000 Penalty: 5165.568848
	Iteration 22Q: 3 clusters Score -3907213 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3907265.250000 Penalty: 5165.568848
	Iteration 23Q: 3 clusters Score -3907265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3907296.500000 Penalty: 5165.568848
	Iteration 24Q: 3 clusters Score -3907296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3907322.750000 Penalty: 5165.568848
	Iteration 25Q: 3 clusters Score -3907323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3907347.750000 Penalty: 5165.568848
	Iteration 26Q: 3 clusters Score -3907348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3907349.000000 Penalty: 5165.568848
	Iteration 27Q: 3 clusters Score -3907349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3907371.750000 Penalty: 5165.568848
	Iteration 28Q: 3 clusters Score -3907372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3907385.500000 Penalty: 5165.568848
	Iteration 29Q: 3 clusters Score -3907386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3907385.250000 Penalty: 5165.568848
	Iteration 30Q: 3 clusters Score -3907385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3907384.750000 Penalty: 5165.568848
	Iteration 31Q: 3 clusters Score -3907385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3907389.250000 Penalty: 5165.568848
	Iteration 32Q: 3 clusters Score -3907389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3907389.500000 Penalty: 5165.568848
	Iteration 33Q: 3 clusters Score -3907390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3907396.500000 Penalty: 5165.568848
	Iteration 34Q: 3 clusters Score -3907396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3907391.000000 Penalty: 5165.568848
	Iteration 35Q: 3 clusters Score -3907391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3907397.000000 Penalty: 5165.568848
	Iteration 36Q: 3 clusters Score -3907397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3907393.500000 Penalty: 5165.568848
	Iteration 37Q: 3 clusters Score -3907394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3907393.750000 Penalty: 5165.568848
	Iteration 38Q: 3 clusters Score -3907394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3907395.250000 Penalty: 5165.568848
	Iteration 39Q: 3 clusters Score -3907395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3907398.750000 Penalty: 5165.568848
	Iteration 40F: 3 clusters Score -3907399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3907401.500000 Penalty: 5165.568848
	Iteration 41Q: 3 clusters Score -3907402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3907402.750000 Penalty: 5165.568848
	Iteration 42Q: 3 clusters Score -3907403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3907402.000000 Penalty: 5165.568848
	Iteration 43Q: 3 clusters Score -3907402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3907401.750000 Penalty: 5165.568848
	Iteration 44Q: 3 clusters Score -3907402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3907401.250000 Penalty: 5165.568848
	Iteration 45Q: 3 clusters Score -3907401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3907402.000000 Penalty: 5165.568848
	Iteration 46Q: 3 clusters Score -3907402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3907402.250000 Penalty: 5165.568848
	Iteration 47Q: 3 clusters Score -3907402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3907400.250000 Penalty: 5165.568848
	Iteration 48Q: 3 clusters Score -3907400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3907402.250000 Penalty: 5165.568848
	Iteration 49Q: 3 clusters Score -3907402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3907406.500000 Penalty: 5165.568848
	Iteration 50Q: 3 clusters Score -3907406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3907412.750000 Penalty: 5165.568848
	Iteration 51Q: 3 clusters Score -3907413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3907410.000000 Penalty: 5165.568848
	Iteration 52Q: 3 clusters Score -3907410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3907419.000000 Penalty: 5165.568848
	Iteration 53Q: 3 clusters Score -3907419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3907416.500000 Penalty: 5165.568848
	Iteration 54Q: 3 clusters Score -3907416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3907416.500000 Penalty: 5165.568848
	Iteration 55F: 3 clusters Score -3907416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 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 333 members 
Entering Unmasked Estep 
Score: -64620.308594 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64620.31 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64999.273438 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64999.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65326.832031 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65326.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65612.625000 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65612.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65795.648438 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65795.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65905.679688 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65905.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65972.820312 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65972.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66046.578125 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -66046.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66105.140625 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -66105.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66126.671875 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -66126.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66138.320312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -66138.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66143.085938 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -66143.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66147.531250 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -66147.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66149.820312 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -66149.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66153.343750 Penalty: 3223.894287
	Iteration 14F: 3 clusters Score -66153.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66167.578125 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -66167.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66182.820312 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -66182.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66194.453125 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -66194.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66207.695312 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -66207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66224.203125 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -66224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66226.781250 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -66226.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Mstep: Class 49 contains 415 members 
Entering Unmasked Estep 
Score: -142010560.000000 Penalty: 169800.968750
Splitting cluster 23 changes total score from -142011760.000000 to -142010560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Entering Unmasked Estep 
Score: -4863809.500000 Penalty: 2623.233398
	Iteration 0F: 2 clusters Score -4863810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4837134.500000 Penalty: 5246.466797
	Iteration 0F: 3 clusters Score -4837134 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4847810.000000 Penalty: 5246.466797
	Iteration 1F: 3 clusters Score -4847810 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4848916.500000 Penalty: 5246.466797
	Iteration 2F: 3 clusters Score -4848916 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4850286.000000 Penalty: 5246.466797
	Iteration 3F: 3 clusters Score -4850286 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4851926.000000 Penalty: 5246.466797
	Iteration 4F: 3 clusters Score -4851926 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4853673.500000 Penalty: 5246.466797
	Iteration 5F: 3 clusters Score -4853674 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4855300.000000 Penalty: 5246.466797
	Iteration 6F: 3 clusters Score -4855300 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4856691.000000 Penalty: 5246.466797
	Iteration 7F: 3 clusters Score -4856691 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4857864.000000 Penalty: 5246.466797
	Iteration 8Q: 3 clusters Score -4857864 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4858729.500000 Penalty: 5246.466797
	Iteration 9Q: 3 clusters Score -4858730 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -4859516.000000 Penalty: 5246.466797
	Iteration 10Q: 3 clusters Score -4859516 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4860088.500000 Penalty: 5246.466797
	Iteration 11Q: 3 clusters Score -4860088 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4860530.500000 Penalty: 5246.466797
	Iteration 12Q: 3 clusters Score -4860530 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4860866.000000 Penalty: 5246.466797
	Iteration 13Q: 3 clusters Score -4860866 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4861103.500000 Penalty: 5246.466797
	Iteration 14Q: 3 clusters Score -4861104 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4861390.000000 Penalty: 5246.466797
	Iteration 15Q: 3 clusters Score -4861390 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4861651.500000 Penalty: 5246.466797
	Iteration 16Q: 3 clusters Score -4861652 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4861922.000000 Penalty: 5246.466797
	Iteration 17Q: 3 clusters Score -4861922 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4862245.000000 Penalty: 5246.466797
	Iteration 18Q: 3 clusters Score -4862245 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4862648.500000 Penalty: 5246.466797
	Iteration 19Q: 3 clusters Score -4862648 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4863088.500000 Penalty: 5246.466797
	Iteration 20F: 3 clusters Score -4863088 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4863518.500000 Penalty: 5246.466797
	Iteration 21Q: 3 clusters Score -4863518 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4863825.500000 Penalty: 5246.466797
	Iteration 22Q: 3 clusters Score -4863826 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4863968.500000 Penalty: 5246.466797
	Iteration 23Q: 3 clusters Score -4863968 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4864056.500000 Penalty: 5246.466797
	Iteration 24Q: 3 clusters Score -4864056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4864083.500000 Penalty: 5246.466797
	Iteration 25Q: 3 clusters Score -4864084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4864106.500000 Penalty: 5246.466797
	Iteration 26Q: 3 clusters Score -4864106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4864128.000000 Penalty: 5246.466797
	Iteration 27Q: 3 clusters Score -4864128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4864141.500000 Penalty: 5246.466797
	Iteration 28Q: 3 clusters Score -4864142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4864136.500000 Penalty: 5246.466797
	Iteration 29Q: 3 clusters Score -4864136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -4864137.500000 Penalty: 5246.466797
	Iteration 30Q: 3 clusters Score -4864138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4864134.500000 Penalty: 5246.466797
	Iteration 31Q: 3 clusters Score -4864134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4864141.000000 Penalty: 5246.466797
	Iteration 32Q: 3 clusters Score -4864141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4864141.000000 Penalty: 5246.466797
	Iteration 33Q: 3 clusters Score -4864141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4864142.500000 Penalty: 5246.466797
	Iteration 34Q: 3 clusters Score -4864142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4864138.500000 Penalty: 5246.466797
	Iteration 35Q: 3 clusters Score -4864138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4864149.500000 Penalty: 5246.466797
	Iteration 36Q: 3 clusters Score -4864150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4864149.000000 Penalty: 5246.466797
	Iteration 37Q: 3 clusters Score -4864149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4864152.500000 Penalty: 5246.466797
	Iteration 38Q: 3 clusters Score -4864152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4864155.000000 Penalty: 5246.466797
	Iteration 39Q: 3 clusters Score -4864155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4864148.500000 Penalty: 5246.466797
	Iteration 40F: 3 clusters Score -4864148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 28372 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Mstep: Class 49 contains 10872 members 
Entering Unmasked Estep 
Score: -142010992.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142011760.000000 to -142010992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -188317.109375 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -188317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185925.687500 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -185925.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186648.640625 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -186648.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187098.171875 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -187098.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187505.281250 Penalty: 3688.854248
	Iteration 3F: 3 clusters Score -187505.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -187860.250000 Penalty: 3688.854248
	Iteration 4F: 3 clusters Score -187860.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188156.687500 Penalty: 3688.854248
	Iteration 5F: 3 clusters Score -188156.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188414.671875 Penalty: 3688.854248
	Iteration 6F: 3 clusters Score -188414.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188558.296875 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -188558.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188630.796875 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -188630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188663.531250 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -188663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188681.812500 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -188681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188688.703125 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -188688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188689.453125 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -188689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -188690.140625 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -188690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -188690.140625 Penalty: 3688.854248
	Iteration 14F: 3 clusters Score -188690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1105 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Mstep: Class 49 contains 593 members 
Entering Unmasked Estep 
Score: -142010400.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142011760.000000 to -142010400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Entering Unmasked Estep 
Score: -2423870.750000 Penalty: 2443.748535
	Iteration 0F: 2 clusters Score -2423871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2410380.000000 Penalty: 4887.497070
	Iteration 0F: 3 clusters Score -2410380 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2414976.250000 Penalty: 4887.497070
	Iteration 1F: 3 clusters Score -2414976 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2415436.500000 Penalty: 4887.497070
	Iteration 2F: 3 clusters Score -2415436 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2415853.000000 Penalty: 4887.497070
	Iteration 3F: 3 clusters Score -2415853 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2416251.500000 Penalty: 4887.497070
	Iteration 4Q: 3 clusters Score -2416252 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2416650.500000 Penalty: 4887.497070
	Iteration 5Q: 3 clusters Score -2416650 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2417146.250000 Penalty: 4887.497070
	Iteration 6Q: 3 clusters Score -2417146 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2417820.250000 Penalty: 4887.497070
	Iteration 7F: 3 clusters Score -2417820 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2418669.500000 Penalty: 4887.497070
	Iteration 8F: 3 clusters Score -2418670 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2419566.250000 Penalty: 4887.497070
	Iteration 9F: 3 clusters Score -2419566 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2420326.500000 Penalty: 4887.497070
	Iteration 10Q: 3 clusters Score -2420326 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2420860.500000 Penalty: 4887.497070
	Iteration 11Q: 3 clusters Score -2420860 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2421142.000000 Penalty: 4887.497070
	Iteration 12Q: 3 clusters Score -2421142 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2421279.250000 Penalty: 4887.497070
	Iteration 13Q: 3 clusters Score -2421279 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2421356.000000 Penalty: 4887.497070
	Iteration 14Q: 3 clusters Score -2421356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2421418.750000 Penalty: 4887.497070
	Iteration 15Q: 3 clusters Score -2421419 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2421476.750000 Penalty: 4887.497070
	Iteration 16Q: 3 clusters Score -2421477 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2421527.750000 Penalty: 4887.497070
	Iteration 17Q: 3 clusters Score -2421528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2421560.000000 Penalty: 4887.497070
	Iteration 18Q: 3 clusters Score -2421560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2421596.500000 Penalty: 4887.497070
	Iteration 19Q: 3 clusters Score -2421596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2421633.500000 Penalty: 4887.497070
	Iteration 20F: 3 clusters Score -2421634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2421669.750000 Penalty: 4887.497070
	Iteration 21Q: 3 clusters Score -2421670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2421709.250000 Penalty: 4887.497070
	Iteration 22Q: 3 clusters Score -2421709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2421745.250000 Penalty: 4887.497070
	Iteration 23Q: 3 clusters Score -2421745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2421763.250000 Penalty: 4887.497070
	Iteration 24Q: 3 clusters Score -2421763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2421799.000000 Penalty: 4887.497070
	Iteration 25Q: 3 clusters Score -2421799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2421813.250000 Penalty: 4887.497070
	Iteration 26Q: 3 clusters Score -2421813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2421836.750000 Penalty: 4887.497070
	Iteration 27Q: 3 clusters Score -2421837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2421860.250000 Penalty: 4887.497070
	Iteration 28Q: 3 clusters Score -2421860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2421870.000000 Penalty: 4887.497070
	Iteration 29Q: 3 clusters Score -2421870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2421886.500000 Penalty: 4887.497070
	Iteration 30Q: 3 clusters Score -2421886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2421893.500000 Penalty: 4887.497070
	Iteration 31Q: 3 clusters Score -2421894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2421901.000000 Penalty: 4887.497070
	Iteration 32Q: 3 clusters Score -2421901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2421909.250000 Penalty: 4887.497070
	Iteration 33Q: 3 clusters Score -2421909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2421915.750000 Penalty: 4887.497070
	Iteration 34Q: 3 clusters Score -2421916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2421923.750000 Penalty: 4887.497070
	Iteration 35Q: 3 clusters Score -2421924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2421937.500000 Penalty: 4887.497070
	Iteration 36Q: 3 clusters Score -2421938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2421945.750000 Penalty: 4887.497070
	Iteration 37Q: 3 clusters Score -2421946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2421952.250000 Penalty: 4887.497070
	Iteration 38Q: 3 clusters Score -2421952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2421959.750000 Penalty: 4887.497070
	Iteration 39Q: 3 clusters Score -2421960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2421974.000000 Penalty: 4887.497070
	Iteration 40F: 3 clusters Score -2421974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2421986.000000 Penalty: 4887.497070
	Iteration 41Q: 3 clusters Score -2421986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2421987.750000 Penalty: 4887.497070
	Iteration 42Q: 3 clusters Score -2421988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2421981.000000 Penalty: 4887.497070
	Iteration 43Q: 3 clusters Score -2421981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2421986.250000 Penalty: 4887.497070
	Iteration 44Q: 3 clusters Score -2421986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2421990.250000 Penalty: 4887.497070
	Iteration 45Q: 3 clusters Score -2421990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2421990.750000 Penalty: 4887.497070
	Iteration 46Q: 3 clusters Score -2421991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2421992.250000 Penalty: 4887.497070
	Iteration 47Q: 3 clusters Score -2421992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2421993.500000 Penalty: 4887.497070
	Iteration 48Q: 3 clusters Score -2421994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2421993.000000 Penalty: 4887.497070
	Iteration 49Q: 3 clusters Score -2421993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2421988.750000 Penalty: 4887.497070
	Iteration 50Q: 3 clusters Score -2421989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2421994.250000 Penalty: 4887.497070
	Iteration 51Q: 3 clusters Score -2421994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2421997.750000 Penalty: 4887.497070
	Iteration 52Q: 3 clusters Score -2421998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2421995.500000 Penalty: 4887.497070
	Iteration 53Q: 3 clusters Score -2421996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2421999.750000 Penalty: 4887.497070
	Iteration 54Q: 3 clusters Score -2422000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2421998.750000 Penalty: 4887.497070
	Iteration 55Q: 3 clusters Score -2421999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2421998.750000 Penalty: 4887.497070
	Iteration 56F: 3 clusters Score -2421999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29759.234375 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29759.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29888.091797 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -29888.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29952.482422 Penalty: 2862.634766
	Iteration 2Q: 3 clusters Score -29952.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29963.789062 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -29963.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29967.138672 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -29967.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29972.285156 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -29972.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29975.472656 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -29975.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29979.091797 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -29979.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29987.685547 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -29987.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29993.501953 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -29993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30008.839844 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -30008.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30011.199219 Penalty: 2862.634766
	Iteration 11Q: 3 clusters Score -30011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30011.199219 Penalty: 2862.634766
	Iteration 12F: 3 clusters Score -30011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Entering Unmasked Estep 
Score: -1324462.125000 Penalty: 2308.769043
	Iteration 0F: 2 clusters Score -1324462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1316105.250000 Penalty: 4617.538086
	Iteration 0F: 3 clusters Score -1316105 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1318711.000000 Penalty: 4617.538086
	Iteration 1F: 3 clusters Score -1318711 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1319052.125000 Penalty: 4617.538086
	Iteration 2F: 3 clusters Score -1319052 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1319320.750000 Penalty: 4617.538086
	Iteration 3F: 3 clusters Score -1319321 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1319551.750000 Penalty: 4617.538086
	Iteration 4Q: 3 clusters Score -1319552 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1319787.250000 Penalty: 4617.538086
	Iteration 5Q: 3 clusters Score -1319787 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1320024.500000 Penalty: 4617.538086
	Iteration 6Q: 3 clusters Score -1320024 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1320261.250000 Penalty: 4617.538086
	Iteration 7Q: 3 clusters Score -1320261 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1320520.875000 Penalty: 4617.538086
	Iteration 8Q: 3 clusters Score -1320521 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1320791.875000 Penalty: 4617.538086
	Iteration 9Q: 3 clusters Score -1320792 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1321041.250000 Penalty: 4617.538086
	Iteration 10Q: 3 clusters Score -1321041 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1321264.750000 Penalty: 4617.538086
	Iteration 11Q: 3 clusters Score -1321265 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1321465.875000 Penalty: 4617.538086
	Iteration 12Q: 3 clusters Score -1321466 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1321695.250000 Penalty: 4617.538086
	Iteration 13Q: 3 clusters Score -1321695 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1321954.625000 Penalty: 4617.538086
	Iteration 14Q: 3 clusters Score -1321955 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1322232.625000 Penalty: 4617.538086
	Iteration 15Q: 3 clusters Score -1322233 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1322425.250000 Penalty: 4617.538086
	Iteration 16Q: 3 clusters Score -1322425 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1322586.750000 Penalty: 4617.538086
	Iteration 17Q: 3 clusters Score -1322587 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1322730.750000 Penalty: 4617.538086
	Iteration 18Q: 3 clusters Score -1322731 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1322824.875000 Penalty: 4617.538086
	Iteration 19Q: 3 clusters Score -1322825 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1322892.500000 Penalty: 4617.538086
	Iteration 20F: 3 clusters Score -1322892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1322937.250000 Penalty: 4617.538086
	Iteration 21Q: 3 clusters Score -1322937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1322959.500000 Penalty: 4617.538086
	Iteration 22Q: 3 clusters Score -1322960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1322985.250000 Penalty: 4617.538086
	Iteration 23Q: 3 clusters Score -1322985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1323001.375000 Penalty: 4617.538086
	Iteration 24Q: 3 clusters Score -1323001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1323004.375000 Penalty: 4617.538086
	Iteration 25Q: 3 clusters Score -1323004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1323016.875000 Penalty: 4617.538086
	Iteration 26Q: 3 clusters Score -1323017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1323024.875000 Penalty: 4617.538086
	Iteration 27Q: 3 clusters Score -1323025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1323032.125000 Penalty: 4617.538086
	Iteration 28Q: 3 clusters Score -1323032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1323044.875000 Penalty: 4617.538086
	Iteration 29Q: 3 clusters Score -1323045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1323054.500000 Penalty: 4617.538086
	Iteration 30Q: 3 clusters Score -1323054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1323059.500000 Penalty: 4617.538086
	Iteration 31Q: 3 clusters Score -1323060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1323064.500000 Penalty: 4617.538086
	Iteration 32Q: 3 clusters Score -1323064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1323068.500000 Penalty: 4617.538086
	Iteration 33Q: 3 clusters Score -1323068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1323072.375000 Penalty: 4617.538086
	Iteration 34Q: 3 clusters Score -1323072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1323078.250000 Penalty: 4617.538086
	Iteration 35Q: 3 clusters Score -1323078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1323077.375000 Penalty: 4617.538086
	Iteration 36Q: 3 clusters Score -1323077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1323078.375000 Penalty: 4617.538086
	Iteration 37Q: 3 clusters Score -1323078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1323083.625000 Penalty: 4617.538086
	Iteration 38Q: 3 clusters Score -1323084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1323085.875000 Penalty: 4617.538086
	Iteration 39Q: 3 clusters Score -1323086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1323089.375000 Penalty: 4617.538086
	Iteration 40F: 3 clusters Score -1323089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1323093.500000 Penalty: 4617.538086
	Iteration 41Q: 3 clusters Score -1323094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1323094.125000 Penalty: 4617.538086
	Iteration 42Q: 3 clusters Score -1323094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1323099.375000 Penalty: 4617.538086
	Iteration 43Q: 3 clusters Score -1323099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1323095.250000 Penalty: 4617.538086
	Iteration 44Q: 3 clusters Score -1323095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1323100.500000 Penalty: 4617.538086
	Iteration 45Q: 3 clusters Score -1323100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1323102.250000 Penalty: 4617.538086
	Iteration 46Q: 3 clusters Score -1323102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1323103.875000 Penalty: 4617.538086
	Iteration 47Q: 3 clusters Score -1323104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1323107.125000 Penalty: 4617.538086
	Iteration 48Q: 3 clusters Score -1323107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1323111.625000 Penalty: 4617.538086
	Iteration 49Q: 3 clusters Score -1323112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1323113.625000 Penalty: 4617.538086
	Iteration 50Q: 3 clusters Score -1323114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1323114.250000 Penalty: 4617.538086
	Iteration 51Q: 3 clusters Score -1323114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1323109.500000 Penalty: 4617.538086
	Iteration 52Q: 3 clusters Score -1323110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1323110.250000 Penalty: 4617.538086
	Iteration 53Q: 3 clusters Score -1323110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1323114.000000 Penalty: 4617.538086
	Iteration 54Q: 3 clusters Score -1323114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1323113.000000 Penalty: 4617.538086
	Iteration 55Q: 3 clusters Score -1323113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1323111.625000 Penalty: 4617.538086
	Iteration 56Q: 3 clusters Score -1323112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1323111.625000 Penalty: 4617.538086
	Iteration 57F: 3 clusters Score -1323112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Entering Unmasked Estep 
Score: -1590108.125000 Penalty: 2349.345215
	Iteration 0F: 2 clusters Score -1590108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1580612.000000 Penalty: 4698.690430
	Iteration 0F: 3 clusters Score -1580612 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1583526.750000 Penalty: 4698.690430
	Iteration 1F: 3 clusters Score -1583527 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1583975.125000 Penalty: 4698.690430
	Iteration 2F: 3 clusters Score -1583975 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1584479.125000 Penalty: 4698.690430
	Iteration 3F: 3 clusters Score -1584479 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1585228.125000 Penalty: 4698.690430
	Iteration 4F: 3 clusters Score -1585228 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1586209.750000 Penalty: 4698.690430
	Iteration 5F: 3 clusters Score -1586210 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1587113.750000 Penalty: 4698.690430
	Iteration 6F: 3 clusters Score -1587114 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1587749.250000 Penalty: 4698.690430
	Iteration 7F: 3 clusters Score -1587749 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1588157.375000 Penalty: 4698.690430
	Iteration 8Q: 3 clusters Score -1588157 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1588428.000000 Penalty: 4698.690430
	Iteration 9Q: 3 clusters Score -1588428 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1588628.625000 Penalty: 4698.690430
	Iteration 10Q: 3 clusters Score -1588629 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1588792.125000 Penalty: 4698.690430
	Iteration 11Q: 3 clusters Score -1588792 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1588921.000000 Penalty: 4698.690430
	Iteration 12Q: 3 clusters Score -1588921 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1589010.500000 Penalty: 4698.690430
	Iteration 13Q: 3 clusters Score -1589010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1589074.250000 Penalty: 4698.690430
	Iteration 14Q: 3 clusters Score -1589074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1589129.875000 Penalty: 4698.690430
	Iteration 15Q: 3 clusters Score -1589130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1589175.625000 Penalty: 4698.690430
	Iteration 16Q: 3 clusters Score -1589176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1589206.000000 Penalty: 4698.690430
	Iteration 17Q: 3 clusters Score -1589206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1589229.250000 Penalty: 4698.690430
	Iteration 18Q: 3 clusters Score -1589229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1589248.875000 Penalty: 4698.690430
	Iteration 19Q: 3 clusters Score -1589249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1589265.500000 Penalty: 4698.690430
	Iteration 20F: 3 clusters Score -1589266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1589281.750000 Penalty: 4698.690430
	Iteration 21Q: 3 clusters Score -1589282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1589294.500000 Penalty: 4698.690430
	Iteration 22Q: 3 clusters Score -1589294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1589306.375000 Penalty: 4698.690430
	Iteration 23Q: 3 clusters Score -1589306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1589311.250000 Penalty: 4698.690430
	Iteration 24Q: 3 clusters Score -1589311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1589314.125000 Penalty: 4698.690430
	Iteration 25Q: 3 clusters Score -1589314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1589314.500000 Penalty: 4698.690430
	Iteration 26Q: 3 clusters Score -1589314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1589314.250000 Penalty: 4698.690430
	Iteration 27Q: 3 clusters Score -1589314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1589315.625000 Penalty: 4698.690430
	Iteration 28Q: 3 clusters Score -1589316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1589316.000000 Penalty: 4698.690430
	Iteration 29Q: 3 clusters Score -1589316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1589316.000000 Penalty: 4698.690430
	Iteration 30F: 3 clusters Score -1589316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -481950.656250 Penalty: 2045.829712
	Iteration 0F: 2 clusters Score -481950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -478191.875000 Penalty: 4091.659424
	Iteration 0F: 3 clusters Score -478191.9 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -479099.781250 Penalty: 4091.659424
	Iteration 1F: 3 clusters Score -479099.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -479345.593750 Penalty: 4091.659424
	Iteration 2F: 3 clusters Score -479345.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -479518.750000 Penalty: 4091.659424
	Iteration 3F: 3 clusters Score -479518.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -479652.750000 Penalty: 4091.659424
	Iteration 4Q: 3 clusters Score -479652.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -479780.593750 Penalty: 4091.659424
	Iteration 5Q: 3 clusters Score -479780.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -479877.968750 Penalty: 4091.659424
	Iteration 6Q: 3 clusters Score -479878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -479965.812500 Penalty: 4091.659424
	Iteration 7Q: 3 clusters Score -479965.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -480043.218750 Penalty: 4091.659424
	Iteration 8Q: 3 clusters Score -480043.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -480105.718750 Penalty: 4091.659424
	Iteration 9Q: 3 clusters Score -480105.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -480170.250000 Penalty: 4091.659424
	Iteration 10Q: 3 clusters Score -480170.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -480231.343750 Penalty: 4091.659424
	Iteration 11Q: 3 clusters Score -480231.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480274.093750 Penalty: 4091.659424
	Iteration 12Q: 3 clusters Score -480274.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -480307.375000 Penalty: 4091.659424
	Iteration 13Q: 3 clusters Score -480307.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -480335.406250 Penalty: 4091.659424
	Iteration 14Q: 3 clusters Score -480335.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -480357.093750 Penalty: 4091.659424
	Iteration 15Q: 3 clusters Score -480357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -480377.062500 Penalty: 4091.659424
	Iteration 16Q: 3 clusters Score -480377.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -480395.875000 Penalty: 4091.659424
	Iteration 17Q: 3 clusters Score -480395.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -480409.812500 Penalty: 4091.659424
	Iteration 18Q: 3 clusters Score -480409.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -480424.812500 Penalty: 4091.659424
	Iteration 19Q: 3 clusters Score -480424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -480436.187500 Penalty: 4091.659424
	Iteration 20F: 3 clusters Score -480436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -480447.656250 Penalty: 4091.659424
	Iteration 21Q: 3 clusters Score -480447.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -480460.000000 Penalty: 4091.659424
	Iteration 22Q: 3 clusters Score -480460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -480467.656250 Penalty: 4091.659424
	Iteration 23Q: 3 clusters Score -480467.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -480476.062500 Penalty: 4091.659424
	Iteration 24Q: 3 clusters Score -480476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -480479.343750 Penalty: 4091.659424
	Iteration 25Q: 3 clusters Score -480479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -480482.718750 Penalty: 4091.659424
	Iteration 26Q: 3 clusters Score -480482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -480486.375000 Penalty: 4091.659424
	Iteration 27Q: 3 clusters Score -480486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -480486.687500 Penalty: 4091.659424
	Iteration 28Q: 3 clusters Score -480486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -480489.843750 Penalty: 4091.659424
	Iteration 29Q: 3 clusters Score -480489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -480493.281250 Penalty: 4091.659424
	Iteration 30Q: 3 clusters Score -480493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -480492.750000 Penalty: 4091.659424
	Iteration 31Q: 3 clusters Score -480492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -480494.437500 Penalty: 4091.659424
	Iteration 32Q: 3 clusters Score -480494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -480495.218750 Penalty: 4091.659424
	Iteration 33Q: 3 clusters Score -480495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -480498.531250 Penalty: 4091.659424
	Iteration 34Q: 3 clusters Score -480498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -480502.031250 Penalty: 4091.659424
	Iteration 35Q: 3 clusters Score -480502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -480501.937500 Penalty: 4091.659424
	Iteration 36Q: 3 clusters Score -480501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -480503.093750 Penalty: 4091.659424
	Iteration 37Q: 3 clusters Score -480503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -480504.062500 Penalty: 4091.659424
	Iteration 38Q: 3 clusters Score -480504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -480506.031250 Penalty: 4091.659424
	Iteration 39Q: 3 clusters Score -480506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -480507.062500 Penalty: 4091.659424
	Iteration 40F: 3 clusters Score -480507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -480510.156250 Penalty: 4091.659424
	Iteration 41Q: 3 clusters Score -480510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -480512.312500 Penalty: 4091.659424
	Iteration 42Q: 3 clusters Score -480512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -480512.312500 Penalty: 4091.659424
	Iteration 43F: 3 clusters Score -480512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -710940.062500 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -710940.1 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 2792 members 
Entering Unmasked Estep 
Score: -706064.125000 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -706064.1 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -707237.625000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -707237.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -707420.000000 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -707420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -707533.625000 Penalty: 4284.708496
	Iteration 3Q: 3 clusters Score -707533.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -707611.687500 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -707611.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -707663.250000 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -707663.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -707700.625000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -707700.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -707731.125000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -707731.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -707752.812500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -707752.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -707771.437500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -707771.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -707785.312500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -707785.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -707799.500000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -707799.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -707816.375000 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -707816.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -707833.500000 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -707833.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -707848.500000 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -707848.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -707869.187500 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -707869.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -707882.625000 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -707882.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -707903.000000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -707903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -707931.312500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -707931.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -707962.875000 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -707962.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -707997.562500 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -707997.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -708040.437500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -708040.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -708075.375000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -708075.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -708120.312500 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -708120.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -708173.125000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -708173.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -708244.437500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -708244.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -708321.500000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -708321.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -708402.250000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -708402.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -708475.312500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -708475.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -708543.937500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -708543.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -708617.437500 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -708617.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -708700.312500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -708700.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -708765.937500 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -708765.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -708811.437500 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -708811.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -708849.500000 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -708849.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -708886.375000 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -708886.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -708914.500000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -708914.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -708937.562500 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -708937.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -708955.375000 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -708955.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -708969.812500 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -708969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -708978.937500 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -708978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -708983.875000 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -708983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -708990.125000 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -708990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -708991.312500 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -708991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -708991.312500 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -708991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -708992.000000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -708992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -708993.500000 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -708993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -708993.500000 Penalty: 4284.708496
	Iteration 47F: 3 clusters Score -708993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Entering Unmasked Estep 
Score: -2102096.750000 Penalty: 2430.307373
	Iteration 0F: 2 clusters Score -2102097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2089356.125000 Penalty: 4860.614746
	Iteration 0F: 3 clusters Score -2089356 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2093711.875000 Penalty: 4860.614746
	Iteration 1F: 3 clusters Score -2093712 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2094237.000000 Penalty: 4860.614746
	Iteration 2F: 3 clusters Score -2094237 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2094757.750000 Penalty: 4860.614746
	Iteration 3F: 3 clusters Score -2094758 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2095318.500000 Penalty: 4860.614746
	Iteration 4F: 3 clusters Score -2095318 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2095980.125000 Penalty: 4860.614746
	Iteration 5F: 3 clusters Score -2095980 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2096728.625000 Penalty: 4860.614746
	Iteration 6F: 3 clusters Score -2096729 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2097491.500000 Penalty: 4860.614746
	Iteration 7F: 3 clusters Score -2097492 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2098181.500000 Penalty: 4860.614746
	Iteration 8Q: 3 clusters Score -2098182 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2098643.750000 Penalty: 4860.614746
	Iteration 9Q: 3 clusters Score -2098644 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2098927.500000 Penalty: 4860.614746
	Iteration 10Q: 3 clusters Score -2098928 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2099118.750000 Penalty: 4860.614746
	Iteration 11Q: 3 clusters Score -2099119 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2099248.250000 Penalty: 4860.614746
	Iteration 12Q: 3 clusters Score -2099248 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2099363.750000 Penalty: 4860.614746
	Iteration 13Q: 3 clusters Score -2099364 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2099466.500000 Penalty: 4860.614746
	Iteration 14Q: 3 clusters Score -2099466 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2099552.750000 Penalty: 4860.614746
	Iteration 15Q: 3 clusters Score -2099553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2099649.250000 Penalty: 4860.614746
	Iteration 16Q: 3 clusters Score -2099649 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2099726.750000 Penalty: 4860.614746
	Iteration 17Q: 3 clusters Score -2099727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2099787.000000 Penalty: 4860.614746
	Iteration 18Q: 3 clusters Score -2099787 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2099842.500000 Penalty: 4860.614746
	Iteration 19Q: 3 clusters Score -2099842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2099906.500000 Penalty: 4860.614746
	Iteration 20F: 3 clusters Score -2099906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2099957.250000 Penalty: 4860.614746
	Iteration 21Q: 3 clusters Score -2099957 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2100003.000000 Penalty: 4860.614746
	Iteration 22Q: 3 clusters Score -2100003 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2100038.250000 Penalty: 4860.614746
	Iteration 23Q: 3 clusters Score -2100038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2100062.750000 Penalty: 4860.614746
	Iteration 24Q: 3 clusters Score -2100063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2100083.500000 Penalty: 4860.614746
	Iteration 25Q: 3 clusters Score -2100084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2100103.750000 Penalty: 4860.614746
	Iteration 26Q: 3 clusters Score -2100104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2100128.000000 Penalty: 4860.614746
	Iteration 27Q: 3 clusters Score -2100128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2100147.250000 Penalty: 4860.614746
	Iteration 28Q: 3 clusters Score -2100147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2100157.250000 Penalty: 4860.614746
	Iteration 29Q: 3 clusters Score -2100157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2100174.500000 Penalty: 4860.614746
	Iteration 30Q: 3 clusters Score -2100174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2100187.250000 Penalty: 4860.614746
	Iteration 31Q: 3 clusters Score -2100187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2100196.000000 Penalty: 4860.614746
	Iteration 32Q: 3 clusters Score -2100196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2100201.000000 Penalty: 4860.614746
	Iteration 33Q: 3 clusters Score -2100201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2100211.500000 Penalty: 4860.614746
	Iteration 34Q: 3 clusters Score -2100212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2100227.750000 Penalty: 4860.614746
	Iteration 35Q: 3 clusters Score -2100228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2100240.500000 Penalty: 4860.614746
	Iteration 36Q: 3 clusters Score -2100240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2100247.750000 Penalty: 4860.614746
	Iteration 37Q: 3 clusters Score -2100248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2100253.750000 Penalty: 4860.614746
	Iteration 38Q: 3 clusters Score -2100254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2100268.000000 Penalty: 4860.614746
	Iteration 39Q: 3 clusters Score -2100268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2100270.250000 Penalty: 4860.614746
	Iteration 40F: 3 clusters Score -2100270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2100276.500000 Penalty: 4860.614746
	Iteration 41Q: 3 clusters Score -2100276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2100283.000000 Penalty: 4860.614746
	Iteration 42Q: 3 clusters Score -2100283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2100297.250000 Penalty: 4860.614746
	Iteration 43Q: 3 clusters Score -2100297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2100302.500000 Penalty: 4860.614746
	Iteration 44Q: 3 clusters Score -2100302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2100315.750000 Penalty: 4860.614746
	Iteration 45Q: 3 clusters Score -2100316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2100315.750000 Penalty: 4860.614746
	Iteration 46Q: 3 clusters Score -2100316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2100317.500000 Penalty: 4860.614746
	Iteration 47Q: 3 clusters Score -2100318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2100325.750000 Penalty: 4860.614746
	Iteration 48Q: 3 clusters Score -2100326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2100331.250000 Penalty: 4860.614746
	Iteration 49Q: 3 clusters Score -2100331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2100338.000000 Penalty: 4860.614746
	Iteration 50Q: 3 clusters Score -2100338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2100343.750000 Penalty: 4860.614746
	Iteration 51Q: 3 clusters Score -2100344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2100349.250000 Penalty: 4860.614746
	Iteration 52Q: 3 clusters Score -2100349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2100351.750000 Penalty: 4860.614746
	Iteration 53Q: 3 clusters Score -2100352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2100350.750000 Penalty: 4860.614746
	Iteration 54Q: 3 clusters Score -2100351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2100356.000000 Penalty: 4860.614746
	Iteration 55Q: 3 clusters Score -2100356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2100355.000000 Penalty: 4860.614746
	Iteration 56Q: 3 clusters Score -2100355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2100358.750000 Penalty: 4860.614746
	Iteration 57Q: 3 clusters Score -2100359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2100354.000000 Penalty: 4860.614746
	Iteration 58Q: 3 clusters Score -2100354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2100354.750000 Penalty: 4860.614746
	Iteration 59Q: 3 clusters Score -2100355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2100354.500000 Penalty: 4860.614746
	Iteration 60F: 3 clusters Score -2100354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2100353.750000 Penalty: 4860.614746
	Iteration 61Q: 3 clusters Score -2100354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2100353.750000 Penalty: 4860.614746
	Iteration 62F: 3 clusters Score -2100354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -286950.031250 Penalty: 1927.955688
	Iteration 0F: 2 clusters Score -286950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -284037.125000 Penalty: 3855.911377
	Iteration 0F: 3 clusters Score -284037.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -284596.562500 Penalty: 3855.911377
	Iteration 1F: 3 clusters Score -284596.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -284754.625000 Penalty: 3855.911377
	Iteration 2F: 3 clusters Score -284754.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -284842.656250 Penalty: 3855.911377
	Iteration 3Q: 3 clusters Score -284842.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -284908.062500 Penalty: 3855.911377
	Iteration 4Q: 3 clusters Score -284908.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284963.968750 Penalty: 3855.911377
	Iteration 5Q: 3 clusters Score -284964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285020.656250 Penalty: 3855.911377
	Iteration 6Q: 3 clusters Score -285020.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -285070.312500 Penalty: 3855.911377
	Iteration 7Q: 3 clusters Score -285070.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285111.312500 Penalty: 3855.911377
	Iteration 8Q: 3 clusters Score -285111.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -285145.093750 Penalty: 3855.911377
	Iteration 9Q: 3 clusters Score -285145.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285170.593750 Penalty: 3855.911377
	Iteration 10Q: 3 clusters Score -285170.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -285195.906250 Penalty: 3855.911377
	Iteration 11Q: 3 clusters Score -285195.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285216.031250 Penalty: 3855.911377
	Iteration 12Q: 3 clusters Score -285216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285234.406250 Penalty: 3855.911377
	Iteration 13Q: 3 clusters Score -285234.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285251.843750 Penalty: 3855.911377
	Iteration 14Q: 3 clusters Score -285251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -285263.687500 Penalty: 3855.911377
	Iteration 15Q: 3 clusters Score -285263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -285270.312500 Penalty: 3855.911377
	Iteration 16Q: 3 clusters Score -285270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285280.562500 Penalty: 3855.911377
	Iteration 17Q: 3 clusters Score -285280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285287.968750 Penalty: 3855.911377
	Iteration 18Q: 3 clusters Score -285288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285294.156250 Penalty: 3855.911377
	Iteration 19Q: 3 clusters Score -285294.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285305.281250 Penalty: 3855.911377
	Iteration 20F: 3 clusters Score -285305.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285313.406250 Penalty: 3855.911377
	Iteration 21Q: 3 clusters Score -285313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285318.718750 Penalty: 3855.911377
	Iteration 22Q: 3 clusters Score -285318.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285324.781250 Penalty: 3855.911377
	Iteration 23Q: 3 clusters Score -285324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285331.093750 Penalty: 3855.911377
	Iteration 24Q: 3 clusters Score -285331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285340.500000 Penalty: 3855.911377
	Iteration 25Q: 3 clusters Score -285340.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -285354.781250 Penalty: 3855.911377
	Iteration 26Q: 3 clusters Score -285354.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285365.000000 Penalty: 3855.911377
	Iteration 27Q: 3 clusters Score -285365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285370.843750 Penalty: 3855.911377
	Iteration 28Q: 3 clusters Score -285370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -285372.843750 Penalty: 3855.911377
	Iteration 29Q: 3 clusters Score -285372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -285376.093750 Penalty: 3855.911377
	Iteration 30Q: 3 clusters Score -285376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -285380.218750 Penalty: 3855.911377
	Iteration 31Q: 3 clusters Score -285380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -285381.593750 Penalty: 3855.911377
	Iteration 32Q: 3 clusters Score -285381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285384.406250 Penalty: 3855.911377
	Iteration 33Q: 3 clusters Score -285384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285385.312500 Penalty: 3855.911377
	Iteration 34Q: 3 clusters Score -285385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285385.968750 Penalty: 3855.911377
	Iteration 35Q: 3 clusters Score -285386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285386.625000 Penalty: 3855.911377
	Iteration 36Q: 3 clusters Score -285386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285387.281250 Penalty: 3855.911377
	Iteration 37Q: 3 clusters Score -285387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285387.500000 Penalty: 3855.911377
	Iteration 38Q: 3 clusters Score -285387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285387.781250 Penalty: 3855.911377
	Iteration 39Q: 3 clusters Score -285387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285387.781250 Penalty: 3855.911377
	Iteration 40F: 3 clusters Score -285387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -1061679.500000 Penalty: 2239.027832
	Iteration 0F: 2 clusters Score -1061680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1055109.625000 Penalty: 4478.055664
	Iteration 0F: 3 clusters Score -1055110 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1056817.500000 Penalty: 4478.055664
	Iteration 1F: 3 clusters Score -1056818 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1057080.250000 Penalty: 4478.055664
	Iteration 2F: 3 clusters Score -1057080 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1057252.375000 Penalty: 4478.055664
	Iteration 3Q: 3 clusters Score -1057252 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1057377.875000 Penalty: 4478.055664
	Iteration 4Q: 3 clusters Score -1057378 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1057461.125000 Penalty: 4478.055664
	Iteration 5Q: 3 clusters Score -1057461 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1057530.875000 Penalty: 4478.055664
	Iteration 6Q: 3 clusters Score -1057531 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1057590.000000 Penalty: 4478.055664
	Iteration 7Q: 3 clusters Score -1057590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1057646.875000 Penalty: 4478.055664
	Iteration 8Q: 3 clusters Score -1057647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1057696.500000 Penalty: 4478.055664
	Iteration 9Q: 3 clusters Score -1057696 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1057728.875000 Penalty: 4478.055664
	Iteration 10Q: 3 clusters Score -1057729 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1057767.875000 Penalty: 4478.055664
	Iteration 11Q: 3 clusters Score -1057768 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1057810.875000 Penalty: 4478.055664
	Iteration 12Q: 3 clusters Score -1057811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1057854.500000 Penalty: 4478.055664
	Iteration 13Q: 3 clusters Score -1057854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1057903.500000 Penalty: 4478.055664
	Iteration 14Q: 3 clusters Score -1057904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1057967.750000 Penalty: 4478.055664
	Iteration 15Q: 3 clusters Score -1057968 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1058045.125000 Penalty: 4478.055664
	Iteration 16Q: 3 clusters Score -1058045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1058126.625000 Penalty: 4478.055664
	Iteration 17Q: 3 clusters Score -1058127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1058210.875000 Penalty: 4478.055664
	Iteration 18Q: 3 clusters Score -1058211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1058315.375000 Penalty: 4478.055664
	Iteration 19Q: 3 clusters Score -1058315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1058417.500000 Penalty: 4478.055664
	Iteration 20F: 3 clusters Score -1058418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1058517.375000 Penalty: 4478.055664
	Iteration 21Q: 3 clusters Score -1058517 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1058608.750000 Penalty: 4478.055664
	Iteration 22Q: 3 clusters Score -1058609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1058695.375000 Penalty: 4478.055664
	Iteration 23Q: 3 clusters Score -1058695 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1058781.125000 Penalty: 4478.055664
	Iteration 24Q: 3 clusters Score -1058781 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1058864.125000 Penalty: 4478.055664
	Iteration 25Q: 3 clusters Score -1058864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1058950.375000 Penalty: 4478.055664
	Iteration 26Q: 3 clusters Score -1058950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1059021.000000 Penalty: 4478.055664
	Iteration 27Q: 3 clusters Score -1059021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1059078.125000 Penalty: 4478.055664
	Iteration 28Q: 3 clusters Score -1059078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1059123.625000 Penalty: 4478.055664
	Iteration 29Q: 3 clusters Score -1059124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1059159.375000 Penalty: 4478.055664
	Iteration 30Q: 3 clusters Score -1059159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1059195.625000 Penalty: 4478.055664
	Iteration 31Q: 3 clusters Score -1059196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1059231.250000 Penalty: 4478.055664
	Iteration 32Q: 3 clusters Score -1059231 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1059264.875000 Penalty: 4478.055664
	Iteration 33Q: 3 clusters Score -1059265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1059296.625000 Penalty: 4478.055664
	Iteration 34Q: 3 clusters Score -1059297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1059329.000000 Penalty: 4478.055664
	Iteration 35Q: 3 clusters Score -1059329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1059353.750000 Penalty: 4478.055664
	Iteration 36Q: 3 clusters Score -1059354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1059382.375000 Penalty: 4478.055664
	Iteration 37Q: 3 clusters Score -1059382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1059409.375000 Penalty: 4478.055664
	Iteration 38Q: 3 clusters Score -1059409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1059428.750000 Penalty: 4478.055664
	Iteration 39Q: 3 clusters Score -1059429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1059450.750000 Penalty: 4478.055664
	Iteration 40F: 3 clusters Score -1059451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1059475.375000 Penalty: 4478.055664
	Iteration 41Q: 3 clusters Score -1059475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1059496.500000 Penalty: 4478.055664
	Iteration 42Q: 3 clusters Score -1059496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1059515.125000 Penalty: 4478.055664
	Iteration 43Q: 3 clusters Score -1059515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1059533.750000 Penalty: 4478.055664
	Iteration 44Q: 3 clusters Score -1059534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1059546.750000 Penalty: 4478.055664
	Iteration 45Q: 3 clusters Score -1059547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1059557.875000 Penalty: 4478.055664
	Iteration 46Q: 3 clusters Score -1059558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1059563.375000 Penalty: 4478.055664
	Iteration 47Q: 3 clusters Score -1059563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1059571.375000 Penalty: 4478.055664
	Iteration 48Q: 3 clusters Score -1059571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1059580.125000 Penalty: 4478.055664
	Iteration 49Q: 3 clusters Score -1059580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1059581.500000 Penalty: 4478.055664
	Iteration 50Q: 3 clusters Score -1059582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1059589.250000 Penalty: 4478.055664
	Iteration 51Q: 3 clusters Score -1059589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1059596.625000 Penalty: 4478.055664
	Iteration 52Q: 3 clusters Score -1059597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1059604.625000 Penalty: 4478.055664
	Iteration 53Q: 3 clusters Score -1059605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1059611.375000 Penalty: 4478.055664
	Iteration 54Q: 3 clusters Score -1059611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1059621.375000 Penalty: 4478.055664
	Iteration 55Q: 3 clusters Score -1059621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1059625.625000 Penalty: 4478.055664
	Iteration 56Q: 3 clusters Score -1059626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1059628.750000 Penalty: 4478.055664
	Iteration 57Q: 3 clusters Score -1059629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1059632.875000 Penalty: 4478.055664
	Iteration 58Q: 3 clusters Score -1059633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1059636.250000 Penalty: 4478.055664
	Iteration 59Q: 3 clusters Score -1059636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1059635.875000 Penalty: 4478.055664
	Iteration 60F: 3 clusters Score -1059636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1059637.125000 Penalty: 4478.055664
	Iteration 61Q: 3 clusters Score -1059637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1059641.000000 Penalty: 4478.055664
	Iteration 62Q: 3 clusters Score -1059641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1059643.125000 Penalty: 4478.055664
	Iteration 63Q: 3 clusters Score -1059643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1059644.125000 Penalty: 4478.055664
	Iteration 64Q: 3 clusters Score -1059644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1059643.875000 Penalty: 4478.055664
	Iteration 65Q: 3 clusters Score -1059644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1059643.875000 Penalty: 4478.055664
	Iteration 66F: 3 clusters Score -1059644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -695299.500000 Penalty: 2150.436523
	Iteration 0F: 2 clusters Score -695299.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -690276.312500 Penalty: 4300.873047
	Iteration 0F: 3 clusters Score -690276.3 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -691688.500000 Penalty: 4300.873047
	Iteration 1F: 3 clusters Score -691688.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -692041.937500 Penalty: 4300.873047
	Iteration 2F: 3 clusters Score -692041.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -692298.062500 Penalty: 4300.873047
	Iteration 3F: 3 clusters Score -692298.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -692542.937500 Penalty: 4300.873047
	Iteration 4F: 3 clusters Score -692542.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -692773.937500 Penalty: 4300.873047
	Iteration 5F: 3 clusters Score -692773.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -692962.375000 Penalty: 4300.873047
	Iteration 6Q: 3 clusters Score -692962.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -693124.625000 Penalty: 4300.873047
	Iteration 7Q: 3 clusters Score -693124.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -693263.125000 Penalty: 4300.873047
	Iteration 8Q: 3 clusters Score -693263.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -693371.437500 Penalty: 4300.873047
	Iteration 9Q: 3 clusters Score -693371.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -693464.437500 Penalty: 4300.873047
	Iteration 10Q: 3 clusters Score -693464.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -693532.750000 Penalty: 4300.873047
	Iteration 11Q: 3 clusters Score -693532.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -693582.250000 Penalty: 4300.873047
	Iteration 12Q: 3 clusters Score -693582.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -693619.312500 Penalty: 4300.873047
	Iteration 13Q: 3 clusters Score -693619.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -693645.250000 Penalty: 4300.873047
	Iteration 14Q: 3 clusters Score -693645.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -693664.187500 Penalty: 4300.873047
	Iteration 15Q: 3 clusters Score -693664.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -693678.625000 Penalty: 4300.873047
	Iteration 16Q: 3 clusters Score -693678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -693699.187500 Penalty: 4300.873047
	Iteration 17Q: 3 clusters Score -693699.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -693712.562500 Penalty: 4300.873047
	Iteration 18Q: 3 clusters Score -693712.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -693722.812500 Penalty: 4300.873047
	Iteration 19Q: 3 clusters Score -693722.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -693737.000000 Penalty: 4300.873047
	Iteration 20F: 3 clusters Score -693737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -693747.562500 Penalty: 4300.873047
	Iteration 21Q: 3 clusters Score -693747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -693755.000000 Penalty: 4300.873047
	Iteration 22Q: 3 clusters Score -693755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -693764.625000 Penalty: 4300.873047
	Iteration 23Q: 3 clusters Score -693764.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -693772.000000 Penalty: 4300.873047
	Iteration 24Q: 3 clusters Score -693772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -693781.062500 Penalty: 4300.873047
	Iteration 25Q: 3 clusters Score -693781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -693790.125000 Penalty: 4300.873047
	Iteration 26Q: 3 clusters Score -693790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -693796.312500 Penalty: 4300.873047
	Iteration 27Q: 3 clusters Score -693796.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -693803.687500 Penalty: 4300.873047
	Iteration 28Q: 3 clusters Score -693803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -693810.812500 Penalty: 4300.873047
	Iteration 29Q: 3 clusters Score -693810.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -693814.937500 Penalty: 4300.873047
	Iteration 30Q: 3 clusters Score -693814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -693818.375000 Penalty: 4300.873047
	Iteration 31Q: 3 clusters Score -693818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -693818.125000 Penalty: 4300.873047
	Iteration 32Q: 3 clusters Score -693818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -693817.250000 Penalty: 4300.873047
	Iteration 33Q: 3 clusters Score -693817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -693819.125000 Penalty: 4300.873047
	Iteration 34Q: 3 clusters Score -693819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -693822.187500 Penalty: 4300.873047
	Iteration 35Q: 3 clusters Score -693822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -693827.375000 Penalty: 4300.873047
	Iteration 36Q: 3 clusters Score -693827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -693830.937500 Penalty: 4300.873047
	Iteration 37Q: 3 clusters Score -693830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -693833.000000 Penalty: 4300.873047
	Iteration 38Q: 3 clusters Score -693833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -693835.687500 Penalty: 4300.873047
	Iteration 39Q: 3 clusters Score -693835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -693836.312500 Penalty: 4300.873047
	Iteration 40F: 3 clusters Score -693836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133233.906250 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133233.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133787.937500 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133787.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -134043.234375 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -134043.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134214.000000 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134318.093750 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -134318.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134408.015625 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -134408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134497.968750 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -134593.015625 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134677.718750 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134677.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -134705.765625 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -134721.109375 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -134725.687500 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -134727.625000 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -134727.625000 Penalty: 3513.360352
	Iteration 13F: 3 clusters Score -134727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23972.429688 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23972.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24251.925781 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24251.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24290.222656 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -24290.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24322.693359 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24322.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24345.935547 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24345.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24361.441406 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24361.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24366.386719 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24366.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24370.041016 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24370.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24379.009766 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24379.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24379.009766 Penalty: 2784.111572
	Iteration 9F: 3 clusters Score -24379.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37842.500000 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37842.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37988.937500 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -37988.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38068.214844 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -38068.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38111.609375 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38111.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38129.339844 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38129.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38146.859375 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38146.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38158.156250 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38158.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38164.105469 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -38164.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38167.125000 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -38167.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38167.125000 Penalty: 2920.883301
	Iteration 9F: 3 clusters Score -38167.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -857755.500000 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -857755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -852024.937500 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -852024.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -853543.250000 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -853543.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -853771.437500 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -853771.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -853929.875000 Penalty: 4393.327637
	Iteration 3Q: 3 clusters Score -853929.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -854056.937500 Penalty: 4393.327637
	Iteration 4Q: 3 clusters Score -854056.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -854186.062500 Penalty: 4393.327637
	Iteration 5Q: 3 clusters Score -854186.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -854295.562500 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -854295.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -854383.312500 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -854383.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -854466.187500 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -854466.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -854541.125000 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -854541.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -854618.687500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -854618.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -854718.625000 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -854718.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -854807.625000 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -854807.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -854899.375000 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -854899.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -854994.875000 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -854994.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -855082.687500 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -855082.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -855169.562500 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -855169.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -855255.937500 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -855255.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -855319.875000 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -855319.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -855377.750000 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -855377.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -855441.937500 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -855441.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -855504.437500 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -855504.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -855547.062500 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -855547.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -855586.562500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -855586.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -855623.375000 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -855623.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -855655.062500 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -855655.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -855688.062500 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -855688.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -855727.687500 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -855727.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -855762.812500 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -855762.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -855784.312500 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -855784.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -855811.687500 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -855811.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -855835.937500 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -855835.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -855850.062500 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -855850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -855863.312500 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -855863.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -855866.937500 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -855866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -855871.000000 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -855871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -855878.062500 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -855878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -855887.062500 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -855887.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -855897.375000 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -855897.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -855910.250000 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -855910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -855920.187500 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -855920.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -855937.562500 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -855937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -855951.187500 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -855951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -855963.875000 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -855963.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -855975.125000 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -855975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -855982.750000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -855982.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -855990.937500 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -855990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -855997.625000 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -855997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -856002.312500 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -856002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -856004.562500 Penalty: 4393.327637
	Iteration 49Q: 3 clusters Score -856004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -856005.937500 Penalty: 4393.327637
	Iteration 50Q: 3 clusters Score -856005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -856007.687500 Penalty: 4393.327637
	Iteration 51Q: 3 clusters Score -856007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -856007.687500 Penalty: 4393.327637
	Iteration 52Q: 3 clusters Score -856007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -856009.625000 Penalty: 4393.327637
	Iteration 53Q: 3 clusters Score -856009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -856009.250000 Penalty: 4393.327637
	Iteration 54Q: 3 clusters Score -856009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -856010.000000 Penalty: 4393.327637
	Iteration 55Q: 3 clusters Score -856010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -856010.000000 Penalty: 4393.327637
	Iteration 56F: 3 clusters Score -856010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (136644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Entering Unmasked Estep 
Score: -17218096.000000 Penalty: 2932.633301
	Iteration 0F: 2 clusters Score -1.72181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -17126592.000000 Penalty: 5865.266602
	Iteration 0F: 3 clusters Score -1.712659e+07 nChanged 65118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -17164544.000000 Penalty: 5865.266602
	Iteration 1F: 3 clusters Score -1.716454e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -17165538.000000 Penalty: 5865.266602
	Iteration 2Q: 3 clusters Score -1.716554e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -17167094.000000 Penalty: 5865.266602
	Iteration 3Q: 3 clusters Score -1.716709e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -17169372.000000 Penalty: 5865.266602
	Iteration 4Q: 3 clusters Score -1.716937e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -17173420.000000 Penalty: 5865.266602
	Iteration 5F: 3 clusters Score -1.717342e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -17179918.000000 Penalty: 5865.266602
	Iteration 6F: 3 clusters Score -1.717992e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -17188290.000000 Penalty: 5865.266602
	Iteration 7F: 3 clusters Score -1.718829e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -17197670.000000 Penalty: 5865.266602
	Iteration 8F: 3 clusters Score -1.719767e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -17204854.000000 Penalty: 5865.266602
	Iteration 9F: 3 clusters Score -1.720485e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -17209734.000000 Penalty: 5865.266602
	Iteration 10Q: 3 clusters Score -1.720973e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -17212686.000000 Penalty: 5865.266602
	Iteration 11Q: 3 clusters Score -1.721269e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 134347 members 
Entering Unmasked Estep 
Score: -17214104.000000 Penalty: 5865.266602
	Iteration 12Q: 3 clusters Score -1.72141e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -17214836.000000 Penalty: 5865.266602
	Iteration 13Q: 3 clusters Score -1.721484e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -17215168.000000 Penalty: 5865.266602
	Iteration 14Q: 3 clusters Score -1.721517e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -17215310.000000 Penalty: 5865.266602
	Iteration 15Q: 3 clusters Score -1.721531e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -17215408.000000 Penalty: 5865.266602
	Iteration 16Q: 3 clusters Score -1.721541e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 136020 members 
Entering Unmasked Estep 
Score: -17215476.000000 Penalty: 5865.266602
	Iteration 17Q: 3 clusters Score -1.721548e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -17215504.000000 Penalty: 5865.266602
	Iteration 18Q: 3 clusters Score -1.72155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -17215528.000000 Penalty: 5865.266602
	Iteration 19Q: 3 clusters Score -1.721553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -17215562.000000 Penalty: 5865.266602
	Iteration 20F: 3 clusters Score -1.721556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -17215550.000000 Penalty: 5865.266602
	Iteration 21Q: 3 clusters Score -1.721555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -17215574.000000 Penalty: 5865.266602
	Iteration 22Q: 3 clusters Score -1.721557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -17215592.000000 Penalty: 5865.266602
	Iteration 23Q: 3 clusters Score -1.721559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -17215606.000000 Penalty: 5865.266602
	Iteration 24Q: 3 clusters Score -1.721561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -17215616.000000 Penalty: 5865.266602
	Iteration 25Q: 3 clusters Score -1.721562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -17215622.000000 Penalty: 5865.266602
	Iteration 26Q: 3 clusters Score -1.721562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -17215624.000000 Penalty: 5865.266602
	Iteration 27Q: 3 clusters Score -1.721562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 136162 members 
Entering Unmasked Estep 
Score: -17215624.000000 Penalty: 5865.266602
	Iteration 28Q: 3 clusters Score -1.721562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -17215620.000000 Penalty: 5865.266602
	Iteration 29Q: 3 clusters Score -1.721562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -17215644.000000 Penalty: 5865.266602
	Iteration 30Q: 3 clusters Score -1.721564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 136176 members 
Entering Unmasked Estep 
Score: -17215666.000000 Penalty: 5865.266602
	Iteration 31Q: 3 clusters Score -1.721567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -17215682.000000 Penalty: 5865.266602
	Iteration 32Q: 3 clusters Score -1.721568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -17215672.000000 Penalty: 5865.266602
	Iteration 33Q: 3 clusters Score -1.721567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -17215676.000000 Penalty: 5865.266602
	Iteration 34Q: 3 clusters Score -1.721568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -17215686.000000 Penalty: 5865.266602
	Iteration 35Q: 3 clusters Score -1.721569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -17215690.000000 Penalty: 5865.266602
	Iteration 36Q: 3 clusters Score -1.721569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -17215692.000000 Penalty: 5865.266602
	Iteration 37Q: 3 clusters Score -1.721569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -17215686.000000 Penalty: 5865.266602
	Iteration 38Q: 3 clusters Score -1.721569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -17215686.000000 Penalty: 5865.266602
	Iteration 39F: 3 clusters Score -1.721569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18337.267578 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18337.27 nChanged 15
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: -18408.294922 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18408.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18430.300781 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18453.029297 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18453.03 nChanged 3
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: -18475.869141 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18475.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18492.433594 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -18492.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18492.433594 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -18492.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Entering Unmasked Estep 
Score: -701552.625000 Penalty: 2173.601318
	Iteration 0F: 2 clusters Score -701552.6 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 3228 members 
Entering Unmasked Estep 
Score: -696157.437500 Penalty: 4347.202637
	Iteration 0F: 3 clusters Score -696157.4 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -697950.312500 Penalty: 4347.202637
	Iteration 1F: 3 clusters Score -697950.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -698502.937500 Penalty: 4347.202637
	Iteration 2F: 3 clusters Score -698502.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -699020.000000 Penalty: 4347.202637
	Iteration 3F: 3 clusters Score -699020 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -699399.312500 Penalty: 4347.202637
	Iteration 4F: 3 clusters Score -699399.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -699664.000000 Penalty: 4347.202637
	Iteration 5F: 3 clusters Score -699664 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -699848.125000 Penalty: 4347.202637
	Iteration 6Q: 3 clusters Score -699848.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -699974.187500 Penalty: 4347.202637
	Iteration 7Q: 3 clusters Score -699974.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -700073.125000 Penalty: 4347.202637
	Iteration 8Q: 3 clusters Score -700073.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -700136.812500 Penalty: 4347.202637
	Iteration 9Q: 3 clusters Score -700136.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700174.000000 Penalty: 4347.202637
	Iteration 10Q: 3 clusters Score -700174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -700201.937500 Penalty: 4347.202637
	Iteration 11Q: 3 clusters Score -700201.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -700230.875000 Penalty: 4347.202637
	Iteration 12Q: 3 clusters Score -700230.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -700252.625000 Penalty: 4347.202637
	Iteration 13Q: 3 clusters Score -700252.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -700275.687500 Penalty: 4347.202637
	Iteration 14Q: 3 clusters Score -700275.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -700287.062500 Penalty: 4347.202637
	Iteration 15Q: 3 clusters Score -700287.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -700297.250000 Penalty: 4347.202637
	Iteration 16Q: 3 clusters Score -700297.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -700308.562500 Penalty: 4347.202637
	Iteration 17Q: 3 clusters Score -700308.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -700318.187500 Penalty: 4347.202637
	Iteration 18Q: 3 clusters Score -700318.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -700328.125000 Penalty: 4347.202637
	Iteration 19Q: 3 clusters Score -700328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -700338.687500 Penalty: 4347.202637
	Iteration 20F: 3 clusters Score -700338.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -700347.250000 Penalty: 4347.202637
	Iteration 21Q: 3 clusters Score -700347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -700353.625000 Penalty: 4347.202637
	Iteration 22Q: 3 clusters Score -700353.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -700360.000000 Penalty: 4347.202637
	Iteration 23Q: 3 clusters Score -700360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -700364.000000 Penalty: 4347.202637
	Iteration 24Q: 3 clusters Score -700364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -700366.687500 Penalty: 4347.202637
	Iteration 25Q: 3 clusters Score -700366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -700366.875000 Penalty: 4347.202637
	Iteration 26Q: 3 clusters Score -700366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -700366.312500 Penalty: 4347.202637
	Iteration 27Q: 3 clusters Score -700366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -700366.312500 Penalty: 4347.202637
	Iteration 28F: 3 clusters Score -700366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -252838.031250 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -252838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -250085.312500 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -250085.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -250666.031250 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -250666 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -250830.421875 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -250830.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -250951.703125 Penalty: 3837.424805
	Iteration 3F: 3 clusters Score -250951.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -251060.421875 Penalty: 3837.424805
	Iteration 4Q: 3 clusters Score -251060.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251147.625000 Penalty: 3837.424805
	Iteration 5Q: 3 clusters Score -251147.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251276.203125 Penalty: 3837.424805
	Iteration 6Q: 3 clusters Score -251276.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251504.718750 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -251504.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -251844.640625 Penalty: 3837.424805
	Iteration 8F: 3 clusters Score -251844.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252307.640625 Penalty: 3837.424805
	Iteration 9F: 3 clusters Score -252307.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -252759.546875 Penalty: 3837.424805
	Iteration 10F: 3 clusters Score -252759.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252949.484375 Penalty: 3837.424805
	Iteration 11F: 3 clusters Score -252949.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253033.312500 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -253033.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253083.328125 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -253083.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -253104.781250 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -253104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -253118.734375 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -253118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -253122.968750 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -253123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -253126.296875 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -253126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -253127.921875 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -253127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -253130.187500 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -253130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -253130.500000 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -253130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 1559 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Mstep: Class 49 contains 732 members 
Entering Unmasked Estep 
Score: -142010576.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142011760.000000 to -142010576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -807381.312500 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -807381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -801608.875000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -801608.9 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -803206.062500 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -803206.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -803520.250000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -803520.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -803746.187500 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -803746.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -803926.062500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -803926.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -804097.750000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -804097.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -804291.625000 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -804291.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -804487.312500 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -804487.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -804697.312500 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -804697.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -804877.625000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -804877.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -805037.062500 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -805037.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -805162.125000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -805162.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -805269.187500 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -805269.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -805349.812500 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -805349.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -805411.750000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -805411.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -805474.312500 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -805474.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -805525.750000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -805525.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -805574.312500 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -805574.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -805610.687500 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -805610.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -805641.687500 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -805641.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -805666.562500 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -805666.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -805683.750000 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -805683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -805694.500000 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -805694.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -805711.812500 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -805711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -805721.375000 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -805721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -805731.687500 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -805731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -805738.250000 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -805738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -805744.125000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -805744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -805747.937500 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -805747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -805752.375000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -805752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -805755.500000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -805755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -805756.312500 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -805756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -805757.812500 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -805757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -805759.625000 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -805759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -805760.000000 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -805760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -805762.625000 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -805762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -805764.375000 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -805764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -805766.500000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -805766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -805770.375000 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -805770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -805776.812500 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -805776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -805778.312500 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -805778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -805778.750000 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -805778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -805779.625000 Penalty: 4394.455566
	Iteration 42Q: 3 clusters Score -805779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -805779.625000 Penalty: 4394.455566
	Iteration 43F: 3 clusters Score -805779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14879.944336 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14879.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14964.670898 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -14964.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14984.203125 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -14984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14997.918945 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -14997.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15004.523438 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15004.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15030.425781 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15030.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15033.117188 Penalty: 2610.294189
	Iteration 6Q: 3 clusters Score -15033.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15034.390625 Penalty: 2610.294189
	Iteration 7Q: 3 clusters Score -15034.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15038.465820 Penalty: 2610.294189
	Iteration 8Q: 3 clusters Score -15038.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15042.663086 Penalty: 2610.294189
	Iteration 9Q: 3 clusters Score -15042.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15047.208984 Penalty: 2610.294189
	Iteration 10Q: 3 clusters Score -15047.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15049.904297 Penalty: 2610.294189
	Iteration 11Q: 3 clusters Score -15049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15049.904297 Penalty: 2610.294189
	Iteration 12F: 3 clusters Score -15049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -195896.328125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -195896.3 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 839 members 
Entering Unmasked Estep 
Score: -193463.265625 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -193463.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193854.968750 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -193855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -193979.390625 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -193979.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194044.046875 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -194044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194086.562500 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -194086.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194125.171875 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -194125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -194148.000000 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -194148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194167.984375 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -194168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194184.687500 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -194184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -194197.515625 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -194197.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -194205.812500 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -194205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -194210.375000 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -194210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -194212.796875 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -194212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194214.625000 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -194214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194215.390625 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -194215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194215.390625 Penalty: 3671.313477
	Iteration 15F: 3 clusters Score -194215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49895.257812 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49895.26 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50062.371094 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50062.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50115.667969 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50115.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50147.570312 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50147.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50181.156250 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50181.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50229.394531 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50229.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50275.828125 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50275.83 nChanged 9
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: -50305.597656 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50328.398438 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -50328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50372.914062 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -50372.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50432.878906 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -50432.88 nChanged 8
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: -50484.339844 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -50484.34 nChanged 10
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: -50574.718750 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -50574.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50639.917969 Penalty: 3052.809570
	Iteration 13Q: 3 clusters Score -50639.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50690.507812 Penalty: 3052.809570
	Iteration 14Q: 3 clusters Score -50690.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50719.031250 Penalty: 3052.809570
	Iteration 15Q: 3 clusters Score -50719.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50740.332031 Penalty: 3052.809570
	Iteration 16Q: 3 clusters Score -50740.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50749.101562 Penalty: 3052.809570
	Iteration 17Q: 3 clusters Score -50749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50764.152344 Penalty: 3052.809570
	Iteration 18Q: 3 clusters Score -50764.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50804.707031 Penalty: 3052.809570
	Iteration 19Q: 3 clusters Score -50804.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50830.761719 Penalty: 3052.809570
	Iteration 20F: 3 clusters Score -50830.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50894.164062 Penalty: 3052.809570
	Iteration 21Q: 3 clusters Score -50894.16 nChanged 5
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: -50977.457031 Penalty: 3052.809570
	Iteration 22Q: 3 clusters Score -50977.46 nChanged 4
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: -51075.667969 Penalty: 3052.809570
	Iteration 23Q: 3 clusters Score -51075.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51168.277344 Penalty: 3052.809570
	Iteration 24Q: 3 clusters Score -51168.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51202.570312 Penalty: 3052.809570
	Iteration 25Q: 3 clusters Score -51202.57 nChanged 2
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: -51211.824219 Penalty: 3052.809570
	Iteration 26Q: 3 clusters Score -51211.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51221.191406 Penalty: 3052.809570
	Iteration 27Q: 3 clusters Score -51221.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51234.695312 Penalty: 3052.809570
	Iteration 28Q: 3 clusters Score -51234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51243.062500 Penalty: 3052.809570
	Iteration 29Q: 3 clusters Score -51243.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51245.394531 Penalty: 3052.809570
	Iteration 30Q: 3 clusters Score -51245.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51245.394531 Penalty: 3052.809570
	Iteration 31F: 3 clusters Score -51245.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (45695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Entering Unmasked Estep 
Score: -5638266.000000 Penalty: 2660.976562
	Iteration 0F: 2 clusters Score -5638266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5607330.000000 Penalty: 5321.953125
	Iteration 0F: 3 clusters Score -5607330 nChanged 21111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5618912.500000 Penalty: 5321.953125
	Iteration 1F: 3 clusters Score -5618912 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -5619439.500000 Penalty: 5321.953125
	Iteration 2Q: 3 clusters Score -5619440 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5619963.500000 Penalty: 5321.953125
	Iteration 3Q: 3 clusters Score -5619964 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5620354.000000 Penalty: 5321.953125
	Iteration 4Q: 3 clusters Score -5620354 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5620853.500000 Penalty: 5321.953125
	Iteration 5Q: 3 clusters Score -5620854 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5621417.000000 Penalty: 5321.953125
	Iteration 6Q: 3 clusters Score -5621417 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -5622261.500000 Penalty: 5321.953125
	Iteration 7Q: 3 clusters Score -5622262 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5623365.500000 Penalty: 5321.953125
	Iteration 8Q: 3 clusters Score -5623366 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -5625117.000000 Penalty: 5321.953125
	Iteration 9F: 3 clusters Score -5625117 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5627344.500000 Penalty: 5321.953125
	Iteration 10F: 3 clusters Score -5627344 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5629907.000000 Penalty: 5321.953125
	Iteration 11F: 3 clusters Score -5629907 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5632159.000000 Penalty: 5321.953125
	Iteration 12F: 3 clusters Score -5632159 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5633780.500000 Penalty: 5321.953125
	Iteration 13Q: 3 clusters Score -5633780 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5634787.500000 Penalty: 5321.953125
	Iteration 14Q: 3 clusters Score -5634788 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5635299.500000 Penalty: 5321.953125
	Iteration 15Q: 3 clusters Score -5635300 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5635577.500000 Penalty: 5321.953125
	Iteration 16Q: 3 clusters Score -5635578 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5635780.500000 Penalty: 5321.953125
	Iteration 17Q: 3 clusters Score -5635780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5635871.000000 Penalty: 5321.953125
	Iteration 18Q: 3 clusters Score -5635871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5635936.500000 Penalty: 5321.953125
	Iteration 19Q: 3 clusters Score -5635936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5635975.000000 Penalty: 5321.953125
	Iteration 20F: 3 clusters Score -5635975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5636004.000000 Penalty: 5321.953125
	Iteration 21Q: 3 clusters Score -5636004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5636030.000000 Penalty: 5321.953125
	Iteration 22Q: 3 clusters Score -5636030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5636044.000000 Penalty: 5321.953125
	Iteration 23Q: 3 clusters Score -5636044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5636050.500000 Penalty: 5321.953125
	Iteration 24Q: 3 clusters Score -5636050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5636059.000000 Penalty: 5321.953125
	Iteration 25Q: 3 clusters Score -5636059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5636060.500000 Penalty: 5321.953125
	Iteration 26Q: 3 clusters Score -5636060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5636083.000000 Penalty: 5321.953125
	Iteration 27Q: 3 clusters Score -5636083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5636086.000000 Penalty: 5321.953125
	Iteration 28Q: 3 clusters Score -5636086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5636091.500000 Penalty: 5321.953125
	Iteration 29Q: 3 clusters Score -5636092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5636098.500000 Penalty: 5321.953125
	Iteration 30Q: 3 clusters Score -5636098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5636098.000000 Penalty: 5321.953125
	Iteration 31Q: 3 clusters Score -5636098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5636101.000000 Penalty: 5321.953125
	Iteration 32Q: 3 clusters Score -5636101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5636106.000000 Penalty: 5321.953125
	Iteration 33Q: 3 clusters Score -5636106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5636108.000000 Penalty: 5321.953125
	Iteration 34Q: 3 clusters Score -5636108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5636110.000000 Penalty: 5321.953125
	Iteration 35Q: 3 clusters Score -5636110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5636109.500000 Penalty: 5321.953125
	Iteration 36Q: 3 clusters Score -5636110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5636109.500000 Penalty: 5321.953125
	Iteration 37F: 3 clusters Score -5636110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5313 members 
Mstep: Class 8 contains 120865 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37075 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 273464 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152378 members 
Mstep: Class 22 contains 33338 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39244 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19031 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 18027 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6403 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011680.000000 Penalty: 166335.640625
Iteration 359Q: 49 clusters Score -1.420117e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51159 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 120790 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37085 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 25391 members 
Mstep: Class 19 contains 273910 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152429 members 
Mstep: Class 22 contains 33336 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39243 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19032 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3820 members 
Mstep: Class 31 contains 5644 members 
Mstep: Class 32 contains 18032 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 5833 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 136162 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6402 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7043 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011536.000000 Penalty: 166335.640625
Iteration 360F: 49 clusters Score -1.420115e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51160 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5308 members 
Mstep: Class 8 contains 120731 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37100 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25400 members 
Mstep: Class 19 contains 274383 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152467 members 
Mstep: Class 22 contains 33337 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39238 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 5646 members 
Mstep: Class 32 contains 18029 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 5833 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 135659 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6404 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7039 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011632.000000 Penalty: 166335.640625
Iteration 361Q: 49 clusters Score -1.420116e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51160 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 120678 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40061 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37129 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 4740 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25414 members 
Mstep: Class 19 contains 274879 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152502 members 
Mstep: Class 22 contains 33329 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39236 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11042 members 
Mstep: Class 29 contains 13005 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 5648 members 
Mstep: Class 32 contains 18032 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5836 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 135115 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6407 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7037 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011840.000000 Penalty: 166335.640625
Iteration 362Q: 49 clusters Score -1.420118e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51152 members 
Mstep: Class 3 contains 6635 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 120641 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37153 members 
Mstep: Class 15 contains 9610 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25430 members 
Mstep: Class 19 contains 275311 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152531 members 
Mstep: Class 22 contains 33321 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39230 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19035 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 5651 members 
Mstep: Class 32 contains 18041 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8343 members 
Mstep: Class 35 contains 5834 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 134644 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7033 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011792.000000 Penalty: 166335.640625
Iteration 363Q: 49 clusters Score -1.420118e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51147 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 120590 members 
Mstep: Class 9 contains 28535 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37176 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25438 members 
Mstep: Class 19 contains 275766 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 152569 members 
Mstep: Class 22 contains 33316 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39223 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 18050 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5836 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 134166 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7031 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011776.000000 Penalty: 166335.640625
Iteration 364Q: 49 clusters Score -1.420118e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51136 members 
Mstep: Class 3 contains 6632 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 8 contains 120531 members 
Mstep: Class 9 contains 28531 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40060 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37191 members 
Mstep: Class 15 contains 9595 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25442 members 
Mstep: Class 19 contains 276245 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 152616 members 
Mstep: Class 22 contains 33304 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39220 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19028 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11042 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 3789 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 18056 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8344 members 
Mstep: Class 35 contains 5837 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 133712 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7029 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011936.000000 Penalty: 166335.640625
Iteration 365Q: 49 clusters Score -1.420119e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51133 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 120500 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40059 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37208 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 276720 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 152672 members 
Mstep: Class 22 contains 33291 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39211 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19024 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11043 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 18067 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8345 members 
Mstep: Class 35 contains 5837 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 133198 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6407 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7028 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011872.000000 Penalty: 166335.640625
Iteration 366Q: 49 clusters Score -1.420119e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51129 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 120463 members 
Mstep: Class 9 contains 28527 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40056 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37224 members 
Mstep: Class 15 contains 9576 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 277191 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 152740 members 
Mstep: Class 22 contains 33274 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39209 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19015 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 3750 members 
Mstep: Class 31 contains 5661 members 
Mstep: Class 32 contains 18078 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8343 members 
Mstep: Class 35 contains 5833 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 132692 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6406 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7029 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011920.000000 Penalty: 166335.640625
Iteration 367Q: 49 clusters Score -1.420119e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51128 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 120398 members 
Mstep: Class 9 contains 28529 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40055 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37232 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 277718 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 152813 members 
Mstep: Class 22 contains 33243 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39201 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19003 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3726 members 
Mstep: Class 31 contains 5666 members 
Mstep: Class 32 contains 18086 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8340 members 
Mstep: Class 35 contains 5836 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 132172 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6406 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7026 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 45995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011504.000000 Penalty: 166335.640625
Iteration 368Q: 49 clusters Score -1.420115e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51126 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 120304 members 
Mstep: Class 9 contains 28531 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40054 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37227 members 
Mstep: Class 15 contains 9567 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25468 members 
Mstep: Class 19 contains 278300 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 152855 members 
Mstep: Class 22 contains 33224 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39199 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3714 members 
Mstep: Class 31 contains 5669 members 
Mstep: Class 32 contains 18093 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8344 members 
Mstep: Class 35 contains 5839 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 131631 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6407 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7023 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011520.000000 Penalty: 166335.640625
Iteration 369Q: 49 clusters Score -1.420115e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51121 members 
Mstep: Class 3 contains 6627 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 120215 members 
Mstep: Class 9 contains 28529 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40062 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37225 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 278889 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 152909 members 
Mstep: Class 22 contains 33211 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39193 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 18997 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11038 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3698 members 
Mstep: Class 31 contains 5666 members 
Mstep: Class 32 contains 18099 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8348 members 
Mstep: Class 35 contains 5844 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 131086 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6408 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7019 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011328.000000 Penalty: 166335.640625
Iteration 370Q: 49 clusters Score -1.420113e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51103 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 120172 members 
Mstep: Class 9 contains 28534 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40055 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37225 members 
Mstep: Class 15 contains 9558 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25466 members 
Mstep: Class 19 contains 279437 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 152964 members 
Mstep: Class 22 contains 33202 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39186 members 
Mstep: Class 25 contains 1695 members 
Mstep: Class 26 contains 18994 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11040 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 5668 members 
Mstep: Class 32 contains 18102 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8353 members 
Mstep: Class 35 contains 5846 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 130540 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6410 members 
Mstep: Class 43 contains 2291 members 
Mstep: Class 44 contains 7016 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011440.000000 Penalty: 166335.640625
Iteration 371Q: 49 clusters Score -1.420114e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 120116 members 
Mstep: Class 9 contains 28527 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37238 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25471 members 
Mstep: Class 19 contains 280034 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153038 members 
Mstep: Class 22 contains 33172 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39183 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 19001 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11037 members 
Mstep: Class 29 contains 13010 members 
Mstep: Class 30 contains 3669 members 
Mstep: Class 31 contains 5669 members 
Mstep: Class 32 contains 18103 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8359 members 
Mstep: Class 35 contains 5844 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 129952 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6411 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 7010 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010928.000000 Penalty: 166335.640625
Iteration 372Q: 49 clusters Score -1.420109e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51082 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 120064 members 
Mstep: Class 9 contains 28525 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40055 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 37251 members 
Mstep: Class 15 contains 9539 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 25478 members 
Mstep: Class 19 contains 280634 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 153092 members 
Mstep: Class 22 contains 33142 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39175 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19005 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11037 members 
Mstep: Class 29 contains 13009 members 
Mstep: Class 30 contains 3652 members 
Mstep: Class 31 contains 5670 members 
Mstep: Class 32 contains 18104 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8361 members 
Mstep: Class 35 contains 5846 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 129364 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6409 members 
Mstep: Class 43 contains 2292 members 
Mstep: Class 44 contains 7008 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010864.000000 Penalty: 166335.640625
Iteration 373Q: 49 clusters Score -1.420109e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51076 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 120016 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37264 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 25480 members 
Mstep: Class 19 contains 281236 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 153123 members 
Mstep: Class 22 contains 33119 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39167 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19012 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11033 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 5669 members 
Mstep: Class 32 contains 18111 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8362 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 128810 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6409 members 
Mstep: Class 43 contains 2293 members 
Mstep: Class 44 contains 7011 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011152.000000 Penalty: 166335.640625
Iteration 374Q: 49 clusters Score -1.420112e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51080 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 119945 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40046 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37275 members 
Mstep: Class 15 contains 9522 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 281846 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 153180 members 
Mstep: Class 22 contains 33100 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39160 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 19028 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 5673 members 
Mstep: Class 32 contains 18113 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8360 members 
Mstep: Class 35 contains 5850 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 128206 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6411 members 
Mstep: Class 43 contains 2293 members 
Mstep: Class 44 contains 7008 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010944.000000 Penalty: 166335.640625
Iteration 375Q: 49 clusters Score -1.420109e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51084 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 119902 members 
Mstep: Class 9 contains 28511 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37279 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 4750 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25507 members 
Mstep: Class 19 contains 282439 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 153231 members 
Mstep: Class 22 contains 33082 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39154 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 19045 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 3590 members 
Mstep: Class 31 contains 5672 members 
Mstep: Class 32 contains 18118 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8360 members 
Mstep: Class 35 contains 5852 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 127599 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6413 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 7007 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010976.000000 Penalty: 166335.640625
Iteration 376Q: 49 clusters Score -1.42011e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51081 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 119859 members 
Mstep: Class 9 contains 28515 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37288 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25509 members 
Mstep: Class 19 contains 283070 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 153297 members 
Mstep: Class 22 contains 33062 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39152 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19053 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11030 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3578 members 
Mstep: Class 31 contains 5669 members 
Mstep: Class 32 contains 18123 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8363 members 
Mstep: Class 35 contains 5853 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 126955 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6415 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 7006 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010896.000000 Penalty: 166335.640625
Iteration 377Q: 49 clusters Score -1.420109e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 119831 members 
Mstep: Class 9 contains 28510 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37296 members 
Mstep: Class 15 contains 9482 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25490 members 
Mstep: Class 19 contains 283699 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 153368 members 
Mstep: Class 22 contains 33034 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39150 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3561 members 
Mstep: Class 31 contains 5675 members 
Mstep: Class 32 contains 18124 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8360 members 
Mstep: Class 35 contains 5855 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 126319 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 7005 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010784.000000 Penalty: 166335.640625
Iteration 378Q: 49 clusters Score -1.420108e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51094 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 119776 members 
Mstep: Class 9 contains 28502 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37294 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25475 members 
Mstep: Class 19 contains 284396 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153440 members 
Mstep: Class 22 contains 33017 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39149 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 19073 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11030 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 5675 members 
Mstep: Class 32 contains 18124 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8356 members 
Mstep: Class 35 contains 5861 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 125636 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 7008 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010816.000000 Penalty: 166335.640625
Iteration 379Q: 49 clusters Score -1.420108e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51096 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 119728 members 
Mstep: Class 9 contains 28500 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 6506 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37296 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 285169 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153516 members 
Mstep: Class 22 contains 32978 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39144 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 19074 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11029 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 3535 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 18132 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8359 members 
Mstep: Class 35 contains 5864 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 124913 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 7003 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010480.000000 Penalty: 166335.640625
Iteration 380F: 49 clusters Score -1.420105e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51103 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 119695 members 
Mstep: Class 9 contains 28495 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 6508 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37291 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 25460 members 
Mstep: Class 19 contains 285910 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153601 members 
Mstep: Class 22 contains 32958 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39142 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19071 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11026 members 
Mstep: Class 29 contains 13008 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 5679 members 
Mstep: Class 32 contains 18137 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8364 members 
Mstep: Class 35 contains 5869 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 124150 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6417 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6998 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010224.000000 Penalty: 166335.640625
Iteration 381Q: 49 clusters Score -1.420102e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51108 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 119637 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 6510 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37291 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25463 members 
Mstep: Class 19 contains 286699 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153677 members 
Mstep: Class 22 contains 32927 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39137 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19069 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11024 members 
Mstep: Class 29 contains 13010 members 
Mstep: Class 30 contains 3511 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18143 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8369 members 
Mstep: Class 35 contains 5865 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 123379 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6995 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010096.000000 Penalty: 166335.640625
Iteration 382Q: 49 clusters Score -1.420101e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51103 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 119569 members 
Mstep: Class 9 contains 28489 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37291 members 
Mstep: Class 15 contains 9377 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 287527 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 153722 members 
Mstep: Class 22 contains 32895 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39136 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 19072 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11026 members 
Mstep: Class 29 contains 13011 members 
Mstep: Class 30 contains 3502 members 
Mstep: Class 31 contains 5682 members 
Mstep: Class 32 contains 18155 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 5864 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 122625 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6991 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010144.000000 Penalty: 166335.640625
Iteration 383Q: 49 clusters Score -1.420101e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51104 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 119502 members 
Mstep: Class 9 contains 28481 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37293 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 288381 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 153770 members 
Mstep: Class 22 contains 32866 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39135 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11024 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3494 members 
Mstep: Class 31 contains 5684 members 
Mstep: Class 32 contains 18162 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8372 members 
Mstep: Class 35 contains 5868 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 121828 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6987 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009904.000000 Penalty: 166335.640625
Iteration 384Q: 49 clusters Score -1.420099e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51103 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 119433 members 
Mstep: Class 9 contains 28476 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37287 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25459 members 
Mstep: Class 19 contains 289269 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 153829 members 
Mstep: Class 22 contains 32856 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39135 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 19075 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11022 members 
Mstep: Class 29 contains 13011 members 
Mstep: Class 30 contains 3482 members 
Mstep: Class 31 contains 5684 members 
Mstep: Class 32 contains 18164 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8374 members 
Mstep: Class 35 contains 5872 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 120955 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6420 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6984 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009776.000000 Penalty: 166335.640625
Iteration 385Q: 49 clusters Score -1.420098e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51105 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 119368 members 
Mstep: Class 9 contains 28470 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40033 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37282 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25462 members 
Mstep: Class 19 contains 290196 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 153883 members 
Mstep: Class 22 contains 32824 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 19071 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 5686 members 
Mstep: Class 32 contains 18167 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8371 members 
Mstep: Class 35 contains 5872 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 120057 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6982 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 166335.640625
Iteration 386Q: 49 clusters Score -1.420096e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51101 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5264 members 
Mstep: Class 8 contains 119317 members 
Mstep: Class 9 contains 28462 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 37279 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25451 members 
Mstep: Class 19 contains 291100 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 153952 members 
Mstep: Class 22 contains 32790 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39128 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 19064 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11020 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 3468 members 
Mstep: Class 31 contains 5686 members 
Mstep: Class 32 contains 18172 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8372 members 
Mstep: Class 35 contains 5865 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 119179 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6985 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009456.000000 Penalty: 166335.640625
Iteration 387Q: 49 clusters Score -1.420095e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51093 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 119261 members 
Mstep: Class 9 contains 28452 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40032 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 37287 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 291991 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 154017 members 
Mstep: Class 22 contains 32754 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 19061 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11020 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 3444 members 
Mstep: Class 31 contains 5681 members 
Mstep: Class 32 contains 18175 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8366 members 
Mstep: Class 35 contains 5862 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 118315 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6420 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 6989 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009280.000000 Penalty: 166335.640625
Iteration 388Q: 49 clusters Score -1.420093e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51088 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 119153 members 
Mstep: Class 9 contains 28449 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40036 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37283 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25431 members 
Mstep: Class 19 contains 292841 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 154095 members 
Mstep: Class 22 contains 32720 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39122 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11020 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3417 members 
Mstep: Class 31 contains 5678 members 
Mstep: Class 32 contains 18176 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8358 members 
Mstep: Class 35 contains 5857 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 117577 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6986 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009760.000000 Penalty: 166335.640625
Iteration 389Q: 49 clusters Score -1.420098e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51097 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 119041 members 
Mstep: Class 9 contains 28445 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37278 members 
Mstep: Class 15 contains 9256 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 25415 members 
Mstep: Class 19 contains 293685 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 154159 members 
Mstep: Class 22 contains 32686 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39116 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19069 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11016 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 5679 members 
Mstep: Class 32 contains 18182 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8358 members 
Mstep: Class 35 contains 5856 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 116833 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6982 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009696.000000 Penalty: 166335.640625
Iteration 390Q: 49 clusters Score -1.420097e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51098 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 118944 members 
Mstep: Class 9 contains 28441 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37264 members 
Mstep: Class 15 contains 9237 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25420 members 
Mstep: Class 19 contains 294538 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 154220 members 
Mstep: Class 22 contains 32648 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39111 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19068 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11016 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 5679 members 
Mstep: Class 32 contains 18184 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8360 members 
Mstep: Class 35 contains 5855 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 116079 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6421 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6982 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009424.000000 Penalty: 166335.640625
Iteration 391Q: 49 clusters Score -1.420094e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51099 members 
Mstep: Class 3 contains 6567 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 118833 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37259 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 4747 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25414 members 
Mstep: Class 19 contains 295370 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 154282 members 
Mstep: Class 22 contains 32617 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39114 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19065 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11019 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3356 members 
Mstep: Class 31 contains 5684 members 
Mstep: Class 32 contains 18188 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 8358 members 
Mstep: Class 35 contains 5856 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 115356 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6424 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6979 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009376.000000 Penalty: 166335.640625
Iteration 392Q: 49 clusters Score -1.420094e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51099 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 118755 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40031 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37260 members 
Mstep: Class 15 contains 9208 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25416 members 
Mstep: Class 19 contains 296145 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 154341 members 
Mstep: Class 22 contains 32590 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39107 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11020 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 5685 members 
Mstep: Class 32 contains 18192 members 
Mstep: Class 33 contains 2379 members 
Mstep: Class 34 contains 8363 members 
Mstep: Class 35 contains 5862 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7016 members 
Mstep: Class 40 contains 114649 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6976 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009568.000000 Penalty: 166335.640625
Iteration 393Q: 49 clusters Score -1.420096e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51101 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6332 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 118674 members 
Mstep: Class 9 contains 28416 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6514 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37259 members 
Mstep: Class 15 contains 9197 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 296907 members 
Mstep: Class 20 contains 9104 members 
Mstep: Class 21 contains 154418 members 
Mstep: Class 22 contains 32584 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 19050 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3315 members 
Mstep: Class 31 contains 5686 members 
Mstep: Class 32 contains 18197 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 8367 members 
Mstep: Class 35 contains 5862 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 113911 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6976 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009744.000000 Penalty: 166335.640625
Iteration 394Q: 49 clusters Score -1.420097e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51094 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 118589 members 
Mstep: Class 9 contains 28415 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37258 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25419 members 
Mstep: Class 19 contains 297625 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 154488 members 
Mstep: Class 22 contains 32575 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39097 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19044 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11018 members 
Mstep: Class 29 contains 13012 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 5685 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 8370 members 
Mstep: Class 35 contains 5862 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 113237 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6435 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6977 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009616.000000 Penalty: 166335.640625
Iteration 395Q: 49 clusters Score -1.420096e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51092 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 118512 members 
Mstep: Class 9 contains 28411 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37251 members 
Mstep: Class 15 contains 9148 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 25413 members 
Mstep: Class 19 contains 298332 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154562 members 
Mstep: Class 22 contains 32549 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39095 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19046 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 13014 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 5684 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 8379 members 
Mstep: Class 35 contains 5864 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 112591 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6438 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6975 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009632.000000 Penalty: 166335.640625
Iteration 396Q: 49 clusters Score -1.420096e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51101 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 118436 members 
Mstep: Class 9 contains 28402 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37233 members 
Mstep: Class 15 contains 9115 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25413 members 
Mstep: Class 19 contains 299044 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154658 members 
Mstep: Class 22 contains 32537 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39089 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19050 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11016 members 
Mstep: Class 29 contains 13015 members 
Mstep: Class 30 contains 3269 members 
Mstep: Class 31 contains 5682 members 
Mstep: Class 32 contains 18204 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8381 members 
Mstep: Class 35 contains 5865 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 111899 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6442 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6971 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009504.000000 Penalty: 166335.640625
Iteration 397Q: 49 clusters Score -1.420095e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51092 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 118356 members 
Mstep: Class 9 contains 28397 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14494 members 
Mstep: Class 14 contains 37213 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 4743 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25409 members 
Mstep: Class 19 contains 299755 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154771 members 
Mstep: Class 22 contains 32516 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39090 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19053 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 13017 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 5682 members 
Mstep: Class 32 contains 18205 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8380 members 
Mstep: Class 35 contains 5862 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 111231 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2295 members 
Mstep: Class 44 contains 6970 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 46982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009552.000000 Penalty: 166335.640625
Iteration 398Q: 49 clusters Score -1.420096e+08 nChanged 1293
Entering ConstructFrom: 
Score: -142009552.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81779.921875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81779.92 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82136.804688 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82136.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82459.414062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -82459.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83016.718750 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -83016.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83519.937500 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -83519.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83862.921875 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83862.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84244.164062 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -84244.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84581.757812 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -84581.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84726.500000 Penalty: 3342.123535
	Iteration 8F: 3 clusters Score -84726.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -84848.453125 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -84848.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -84906.968750 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -84906.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -84956.148438 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -84956.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -84976.632812 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -84976.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -84983.429688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -84983.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84989.500000 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -84989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84995.546875 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -84995.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84995.546875 Penalty: 3342.123535
	Iteration 16F: 3 clusters Score -84995.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 118275 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 300448 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154884 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39090 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5863 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 110548 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 6963 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47013 members 
Mstep: Class 49 contains 123 members 
Entering Unmasked Estep 
Score: -142009056.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142009552.000000 to -142009056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Entering Unmasked Estep 
Score: -6476363.500000 Penalty: 2688.653320
	Iteration 0F: 2 clusters Score -6476364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -6441974.000000 Penalty: 5377.306641
	Iteration 0F: 3 clusters Score -6441974 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6455312.000000 Penalty: 5377.306641
	Iteration 1F: 3 clusters Score -6455312 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6456048.500000 Penalty: 5377.306641
	Iteration 2Q: 3 clusters Score -6456048 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6457267.000000 Penalty: 5377.306641
	Iteration 3Q: 3 clusters Score -6457267 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6459171.000000 Penalty: 5377.306641
	Iteration 4F: 3 clusters Score -6459171 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -6462354.500000 Penalty: 5377.306641
	Iteration 5F: 3 clusters Score -6462354 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6466695.500000 Penalty: 5377.306641
	Iteration 6F: 3 clusters Score -6466696 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6470473.000000 Penalty: 5377.306641
	Iteration 7F: 3 clusters Score -6470473 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -6472679.000000 Penalty: 5377.306641
	Iteration 8Q: 3 clusters Score -6472679 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6473534.500000 Penalty: 5377.306641
	Iteration 9Q: 3 clusters Score -6473534 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -6473916.500000 Penalty: 5377.306641
	Iteration 10Q: 3 clusters Score -6473916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6474057.500000 Penalty: 5377.306641
	Iteration 11Q: 3 clusters Score -6474058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -6474125.500000 Penalty: 5377.306641
	Iteration 12Q: 3 clusters Score -6474126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6474174.000000 Penalty: 5377.306641
	Iteration 13Q: 3 clusters Score -6474174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -6474203.500000 Penalty: 5377.306641
	Iteration 14Q: 3 clusters Score -6474204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6474218.500000 Penalty: 5377.306641
	Iteration 15Q: 3 clusters Score -6474218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6474239.000000 Penalty: 5377.306641
	Iteration 16Q: 3 clusters Score -6474239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6474248.500000 Penalty: 5377.306641
	Iteration 17Q: 3 clusters Score -6474248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6474255.500000 Penalty: 5377.306641
	Iteration 18Q: 3 clusters Score -6474256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -6474261.500000 Penalty: 5377.306641
	Iteration 19Q: 3 clusters Score -6474262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6474264.000000 Penalty: 5377.306641
	Iteration 20F: 3 clusters Score -6474264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6474260.500000 Penalty: 5377.306641
	Iteration 21Q: 3 clusters Score -6474260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -6474261.000000 Penalty: 5377.306641
	Iteration 22Q: 3 clusters Score -6474261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6474268.500000 Penalty: 5377.306641
	Iteration 23Q: 3 clusters Score -6474268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6474275.500000 Penalty: 5377.306641
	Iteration 24Q: 3 clusters Score -6474276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6474280.500000 Penalty: 5377.306641
	Iteration 25Q: 3 clusters Score -6474280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6474281.500000 Penalty: 5377.306641
	Iteration 26Q: 3 clusters Score -6474282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -6474279.500000 Penalty: 5377.306641
	Iteration 27Q: 3 clusters Score -6474280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6474280.000000 Penalty: 5377.306641
	Iteration 28Q: 3 clusters Score -6474280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6474278.500000 Penalty: 5377.306641
	Iteration 29Q: 3 clusters Score -6474278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6474283.000000 Penalty: 5377.306641
	Iteration 30Q: 3 clusters Score -6474283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -6474279.500000 Penalty: 5377.306641
	Iteration 31Q: 3 clusters Score -6474280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -6474286.000000 Penalty: 5377.306641
	Iteration 32Q: 3 clusters Score -6474286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6474285.000000 Penalty: 5377.306641
	Iteration 33Q: 3 clusters Score -6474285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6474288.000000 Penalty: 5377.306641
	Iteration 34Q: 3 clusters Score -6474288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -6474290.500000 Penalty: 5377.306641
	Iteration 35Q: 3 clusters Score -6474290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6474287.500000 Penalty: 5377.306641
	Iteration 36Q: 3 clusters Score -6474288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6474287.500000 Penalty: 5377.306641
	Iteration 37F: 3 clusters Score -6474288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -792746.687500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -792746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -787344.875000 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -787344.9 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -788686.375000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -788686.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -788923.437500 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -788923.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -789084.187500 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -789084.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -789198.375000 Penalty: 4357.475586
	Iteration 4Q: 3 clusters Score -789198.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -789293.750000 Penalty: 4357.475586
	Iteration 5Q: 3 clusters Score -789293.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -789380.062500 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -789380.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -789478.625000 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -789478.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -789580.687500 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -789580.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -789687.437500 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -789687.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -789814.125000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -789814.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -789914.812500 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -789914.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -790024.375000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -790024.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -790131.000000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -790131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -790237.875000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -790237.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -790345.187500 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -790345.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -790431.187500 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -790431.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -790501.812500 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -790501.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -790550.312500 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -790550.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -790591.812500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -790591.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -790623.875000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -790623.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -790648.125000 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -790648.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -790669.062500 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -790669.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -790687.000000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -790687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -790702.250000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -790702.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -790719.125000 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -790719.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -790735.312500 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -790735.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -790741.562500 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -790741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -790747.937500 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -790747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -790748.250000 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -790748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -790750.062500 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -790750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -790752.875000 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -790752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -790755.437500 Penalty: 4357.475586
	Iteration 32Q: 3 clusters Score -790755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -790758.375000 Penalty: 4357.475586
	Iteration 33Q: 3 clusters Score -790758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -790757.812500 Penalty: 4357.475586
	Iteration 34Q: 3 clusters Score -790757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -790756.500000 Penalty: 4357.475586
	Iteration 35Q: 3 clusters Score -790756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -790761.125000 Penalty: 4357.475586
	Iteration 36Q: 3 clusters Score -790761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -790763.437500 Penalty: 4357.475586
	Iteration 37Q: 3 clusters Score -790763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -790763.250000 Penalty: 4357.475586
	Iteration 38Q: 3 clusters Score -790763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -790764.812500 Penalty: 4357.475586
	Iteration 39Q: 3 clusters Score -790764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -790765.312500 Penalty: 4357.475586
	Iteration 40F: 3 clusters Score -790765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -790767.937500 Penalty: 4357.475586
	Iteration 41Q: 3 clusters Score -790767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -790769.125000 Penalty: 4357.475586
	Iteration 42Q: 3 clusters Score -790769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -790769.812500 Penalty: 4357.475586
	Iteration 43Q: 3 clusters Score -790769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -790771.625000 Penalty: 4357.475586
	Iteration 44Q: 3 clusters Score -790771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -790773.250000 Penalty: 4357.475586
	Iteration 45Q: 3 clusters Score -790773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -790772.250000 Penalty: 4357.475586
	Iteration 46Q: 3 clusters Score -790772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -790772.250000 Penalty: 4357.475586
	Iteration 47F: 3 clusters Score -790772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133374.406250 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133374.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133750.156250 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133750.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133883.359375 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133883.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133977.953125 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -133978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134123.328125 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134123.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134276.953125 Penalty: 3504.120605
	Iteration 5F: 3 clusters Score -134277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134381.093750 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134381.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134518.906250 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134518.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134654.593750 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134654.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134691.734375 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134691.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134729.593750 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134729.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134757.703125 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134757.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -134783.562500 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134852.265625 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134896.968750 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134922.109375 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134933.062500 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134935.031250 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134935.031250 Penalty: 3504.120605
	Iteration 18F: 3 clusters Score -134935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -289440.562500 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -289440.6 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 1169 members 
Entering Unmasked Estep 
Score: -286613.281250 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -286613.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287132.281250 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -287132.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287281.781250 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -287281.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -287359.562500 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -287359.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -287393.750000 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -287393.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -287422.031250 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -287422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287443.562500 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -287443.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287463.843750 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -287463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287475.375000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -287475.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287483.625000 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -287483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287489.625000 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -287489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287492.281250 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -287492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287494.250000 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -287494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287495.781250 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -287495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287497.656250 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -287497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287498.062500 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -287498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287498.062500 Penalty: 3843.450195
	Iteration 16F: 3 clusters Score -287498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -765235.687500 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -765235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -759842.937500 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -759842.9 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -761307.937500 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -761307.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -761658.812500 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -761658.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -761892.062500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -761892.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -762062.250000 Penalty: 4341.515625
	Iteration 4Q: 3 clusters Score -762062.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -762210.812500 Penalty: 4341.515625
	Iteration 5Q: 3 clusters Score -762210.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -762367.750000 Penalty: 4341.515625
	Iteration 6Q: 3 clusters Score -762367.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -762504.812500 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -762504.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -762673.312500 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -762673.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -762851.937500 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -762851.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -763022.937500 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -763022.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -763212.000000 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -763212 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -763382.625000 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -763382.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -763590.062500 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -763590.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -763774.500000 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -763774.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -763917.062500 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -763917.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -764010.125000 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -764010.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -764093.687500 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -764093.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -764146.875000 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -764146.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -764180.562500 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -764180.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -764207.937500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -764207.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -764223.875000 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -764223.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -764232.125000 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -764232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -764238.687500 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -764238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -764238.437500 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -764238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -764242.312500 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -764242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -764243.187500 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -764243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -764243.625000 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -764243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -764243.375000 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -764243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -764244.562500 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -764244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -764244.687500 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -764244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -764246.062500 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -764246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -764246.125000 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -764246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -764247.187500 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -764247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -764248.500000 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -764248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -764248.500000 Penalty: 4341.515625
	Iteration 35F: 3 clusters Score -764248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -627998.625000 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -627998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -623414.562500 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -623414.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -624607.312500 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -624607.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -624940.000000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -624940 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625204.562500 Penalty: 4245.695312
	Iteration 3F: 3 clusters Score -625204.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -625426.312500 Penalty: 4245.695312
	Iteration 4F: 3 clusters Score -625426.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -625628.312500 Penalty: 4245.695312
	Iteration 5F: 3 clusters Score -625628.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -625840.625000 Penalty: 4245.695312
	Iteration 6F: 3 clusters Score -625840.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -626036.375000 Penalty: 4245.695312
	Iteration 7F: 3 clusters Score -626036.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -626187.250000 Penalty: 4245.695312
	Iteration 8Q: 3 clusters Score -626187.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -626301.875000 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -626301.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -626397.437500 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -626397.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -626471.687500 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -626471.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -626533.125000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -626533.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -626575.687500 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -626575.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -626597.062500 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -626597.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -626610.562500 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -626610.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -626625.312500 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -626625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -626636.000000 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -626636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -626641.375000 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -626641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -626646.625000 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -626646.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -626651.250000 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -626651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -626656.187500 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -626656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -626660.000000 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -626660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -626663.562500 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -626663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -626663.500000 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -626663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -626663.500000 Penalty: 4245.695312
	Iteration 25F: 3 clusters Score -626663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118275 members 
Entering Unmasked Estep 
Score: -14803232.000000 Penalty: 2896.830566
	Iteration 0F: 2 clusters Score -1.480323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -14724129.000000 Penalty: 5793.661133
	Iteration 0F: 3 clusters Score -1.472413e+07 nChanged 56383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -14756850.000000 Penalty: 5793.661133
	Iteration 1F: 3 clusters Score -1.475685e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14758140.000000 Penalty: 5793.661133
	Iteration 2Q: 3 clusters Score -1.475814e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -14760006.000000 Penalty: 5793.661133
	Iteration 3Q: 3 clusters Score -1.476001e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -14762675.000000 Penalty: 5793.661133
	Iteration 4Q: 3 clusters Score -1.476268e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -14766780.000000 Penalty: 5793.661133
	Iteration 5F: 3 clusters Score -1.476678e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -14772061.000000 Penalty: 5793.661133
	Iteration 6F: 3 clusters Score -1.477206e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -14778210.000000 Penalty: 5793.661133
	Iteration 7F: 3 clusters Score -1.477821e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -14783958.000000 Penalty: 5793.661133
	Iteration 8F: 3 clusters Score -1.478396e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -14788388.000000 Penalty: 5793.661133
	Iteration 9Q: 3 clusters Score -1.478839e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -14791068.000000 Penalty: 5793.661133
	Iteration 10Q: 3 clusters Score -1.479107e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -14792810.000000 Penalty: 5793.661133
	Iteration 11Q: 3 clusters Score -1.479281e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -14794042.000000 Penalty: 5793.661133
	Iteration 12Q: 3 clusters Score -1.479404e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -14795048.000000 Penalty: 5793.661133
	Iteration 13Q: 3 clusters Score -1.479505e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -14795939.000000 Penalty: 5793.661133
	Iteration 14Q: 3 clusters Score -1.479594e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -14796729.000000 Penalty: 5793.661133
	Iteration 15Q: 3 clusters Score -1.479673e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 110008 members 
Entering Unmasked Estep 
Score: -14797389.000000 Penalty: 5793.661133
	Iteration 16Q: 3 clusters Score -1.479739e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -14797928.000000 Penalty: 5793.661133
	Iteration 17Q: 3 clusters Score -1.479793e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -14798487.000000 Penalty: 5793.661133
	Iteration 18Q: 3 clusters Score -1.479849e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -14798936.000000 Penalty: 5793.661133
	Iteration 19Q: 3 clusters Score -1.479894e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -14799196.000000 Penalty: 5793.661133
	Iteration 20F: 3 clusters Score -1.47992e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -14799482.000000 Penalty: 5793.661133
	Iteration 21Q: 3 clusters Score -1.479948e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 114576 members 
Entering Unmasked Estep 
Score: -14799686.000000 Penalty: 5793.661133
	Iteration 22Q: 3 clusters Score -1.479969e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -14799907.000000 Penalty: 5793.661133
	Iteration 23Q: 3 clusters Score -1.479991e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 115277 members 
Entering Unmasked Estep 
Score: -14800056.000000 Penalty: 5793.661133
	Iteration 24Q: 3 clusters Score -1.480006e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -14800170.000000 Penalty: 5793.661133
	Iteration 25Q: 3 clusters Score -1.480017e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 115786 members 
Entering Unmasked Estep 
Score: -14800287.000000 Penalty: 5793.661133
	Iteration 26Q: 3 clusters Score -1.480029e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -14800387.000000 Penalty: 5793.661133
	Iteration 27Q: 3 clusters Score -1.480039e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -14800407.000000 Penalty: 5793.661133
	Iteration 28Q: 3 clusters Score -1.480041e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -14800493.000000 Penalty: 5793.661133
	Iteration 29Q: 3 clusters Score -1.480049e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -14800598.000000 Penalty: 5793.661133
	Iteration 30Q: 3 clusters Score -1.48006e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 116486 members 
Entering Unmasked Estep 
Score: -14800624.000000 Penalty: 5793.661133
	Iteration 31Q: 3 clusters Score -1.480062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -14800618.000000 Penalty: 5793.661133
	Iteration 32Q: 3 clusters Score -1.480062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -14800642.000000 Penalty: 5793.661133
	Iteration 33Q: 3 clusters Score -1.480064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -14800658.000000 Penalty: 5793.661133
	Iteration 34Q: 3 clusters Score -1.480066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -14800679.000000 Penalty: 5793.661133
	Iteration 35Q: 3 clusters Score -1.480068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -14800701.000000 Penalty: 5793.661133
	Iteration 36Q: 3 clusters Score -1.48007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -14800699.000000 Penalty: 5793.661133
	Iteration 37Q: 3 clusters Score -1.48007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -14800703.000000 Penalty: 5793.661133
	Iteration 38Q: 3 clusters Score -1.48007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -14800736.000000 Penalty: 5793.661133
	Iteration 39Q: 3 clusters Score -1.480074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -14800748.000000 Penalty: 5793.661133
	Iteration 40F: 3 clusters Score -1.480075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -14800759.000000 Penalty: 5793.661133
	Iteration 41Q: 3 clusters Score -1.480076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -14800784.000000 Penalty: 5793.661133
	Iteration 42Q: 3 clusters Score -1.480078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -14800797.000000 Penalty: 5793.661133
	Iteration 43Q: 3 clusters Score -1.48008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -14800790.000000 Penalty: 5793.661133
	Iteration 44Q: 3 clusters Score -1.480079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -14800783.000000 Penalty: 5793.661133
	Iteration 45Q: 3 clusters Score -1.480078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -14800776.000000 Penalty: 5793.661133
	Iteration 46Q: 3 clusters Score -1.480078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -14800813.000000 Penalty: 5793.661133
	Iteration 47Q: 3 clusters Score -1.480081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -14800826.000000 Penalty: 5793.661133
	Iteration 48Q: 3 clusters Score -1.480083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -14800820.000000 Penalty: 5793.661133
	Iteration 49Q: 3 clusters Score -1.480082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -14800822.000000 Penalty: 5793.661133
	Iteration 50Q: 3 clusters Score -1.480082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -14800834.000000 Penalty: 5793.661133
	Iteration 51Q: 3 clusters Score -1.480083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -14800830.000000 Penalty: 5793.661133
	Iteration 52Q: 3 clusters Score -1.480083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -14800816.000000 Penalty: 5793.661133
	Iteration 53Q: 3 clusters Score -1.480082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -14800841.000000 Penalty: 5793.661133
	Iteration 54Q: 3 clusters Score -1.480084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -14800842.000000 Penalty: 5793.661133
	Iteration 55Q: 3 clusters Score -1.480084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 117091 members 
Entering Unmasked Estep 
Score: -14800834.000000 Penalty: 5793.661133
	Iteration 56Q: 3 clusters Score -1.480083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -14800828.000000 Penalty: 5793.661133
	Iteration 57Q: 3 clusters Score -1.480083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -14800836.000000 Penalty: 5793.661133
	Iteration 58Q: 3 clusters Score -1.480084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -14800824.000000 Penalty: 5793.661133
	Iteration 59Q: 3 clusters Score -1.480082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -14800815.000000 Penalty: 5793.661133
	Iteration 60F: 3 clusters Score -1.480082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 117120 members 
Entering Unmasked Estep 
Score: -14800803.000000 Penalty: 5793.661133
	Iteration 61Q: 3 clusters Score -1.48008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -14800827.000000 Penalty: 5793.661133
	Iteration 62Q: 3 clusters Score -1.480083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -14800833.000000 Penalty: 5793.661133
	Iteration 63Q: 3 clusters Score -1.480083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -14800829.000000 Penalty: 5793.661133
	Iteration 64Q: 3 clusters Score -1.480083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -14800842.000000 Penalty: 5793.661133
	Iteration 65Q: 3 clusters Score -1.480084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -14800839.000000 Penalty: 5793.661133
	Iteration 66Q: 3 clusters Score -1.480084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -14800844.000000 Penalty: 5793.661133
	Iteration 67Q: 3 clusters Score -1.480084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -14800839.000000 Penalty: 5793.661133
	Iteration 68Q: 3 clusters Score -1.480084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 117180 members 
Entering Unmasked Estep 
Score: -14800832.000000 Penalty: 5793.661133
	Iteration 69Q: 3 clusters Score -1.480083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -14800849.000000 Penalty: 5793.661133
	Iteration 70Q: 3 clusters Score -1.480085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -14800844.000000 Penalty: 5793.661133
	Iteration 71Q: 3 clusters Score -1.480084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -14800843.000000 Penalty: 5793.661133
	Iteration 72Q: 3 clusters Score -1.480084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -14800843.000000 Penalty: 5793.661133
	Iteration 73F: 3 clusters Score -1.480084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Entering Unmasked Estep 
Score: -3498133.000000 Penalty: 2542.966553
	Iteration 0F: 2 clusters Score -3498133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3478571.250000 Penalty: 5085.933105
	Iteration 0F: 3 clusters Score -3478571 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3485761.500000 Penalty: 5085.933105
	Iteration 1F: 3 clusters Score -3485762 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3486532.000000 Penalty: 5085.933105
	Iteration 2F: 3 clusters Score -3486532 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3487442.750000 Penalty: 5085.933105
	Iteration 3F: 3 clusters Score -3487443 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3488489.750000 Penalty: 5085.933105
	Iteration 4F: 3 clusters Score -3488490 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3489626.250000 Penalty: 5085.933105
	Iteration 5F: 3 clusters Score -3489626 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3490779.250000 Penalty: 5085.933105
	Iteration 6F: 3 clusters Score -3490779 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3491779.250000 Penalty: 5085.933105
	Iteration 7F: 3 clusters Score -3491779 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3492675.500000 Penalty: 5085.933105
	Iteration 8Q: 3 clusters Score -3492676 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3493455.000000 Penalty: 5085.933105
	Iteration 9Q: 3 clusters Score -3493455 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3494180.000000 Penalty: 5085.933105
	Iteration 10Q: 3 clusters Score -3494180 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3494751.250000 Penalty: 5085.933105
	Iteration 11Q: 3 clusters Score -3494751 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3495182.250000 Penalty: 5085.933105
	Iteration 12Q: 3 clusters Score -3495182 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3495468.250000 Penalty: 5085.933105
	Iteration 13Q: 3 clusters Score -3495468 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3495723.250000 Penalty: 5085.933105
	Iteration 14Q: 3 clusters Score -3495723 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3495917.500000 Penalty: 5085.933105
	Iteration 15Q: 3 clusters Score -3495918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3496048.500000 Penalty: 5085.933105
	Iteration 16Q: 3 clusters Score -3496048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3496140.500000 Penalty: 5085.933105
	Iteration 17Q: 3 clusters Score -3496140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3496206.250000 Penalty: 5085.933105
	Iteration 18Q: 3 clusters Score -3496206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3496265.250000 Penalty: 5085.933105
	Iteration 19Q: 3 clusters Score -3496265 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3496310.750000 Penalty: 5085.933105
	Iteration 20F: 3 clusters Score -3496311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3496339.750000 Penalty: 5085.933105
	Iteration 21Q: 3 clusters Score -3496340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3496364.750000 Penalty: 5085.933105
	Iteration 22Q: 3 clusters Score -3496365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3496401.750000 Penalty: 5085.933105
	Iteration 23Q: 3 clusters Score -3496402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3496444.750000 Penalty: 5085.933105
	Iteration 24Q: 3 clusters Score -3496445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3496494.000000 Penalty: 5085.933105
	Iteration 25Q: 3 clusters Score -3496494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3496552.500000 Penalty: 5085.933105
	Iteration 26Q: 3 clusters Score -3496552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3496596.750000 Penalty: 5085.933105
	Iteration 27Q: 3 clusters Score -3496597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3496657.750000 Penalty: 5085.933105
	Iteration 28Q: 3 clusters Score -3496658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3496706.000000 Penalty: 5085.933105
	Iteration 29Q: 3 clusters Score -3496706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3496774.750000 Penalty: 5085.933105
	Iteration 30Q: 3 clusters Score -3496775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3496840.750000 Penalty: 5085.933105
	Iteration 31Q: 3 clusters Score -3496841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3496909.750000 Penalty: 5085.933105
	Iteration 32Q: 3 clusters Score -3496910 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3496960.500000 Penalty: 5085.933105
	Iteration 33Q: 3 clusters Score -3496960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3497014.750000 Penalty: 5085.933105
	Iteration 34Q: 3 clusters Score -3497015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3497089.000000 Penalty: 5085.933105
	Iteration 35Q: 3 clusters Score -3497089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3497129.750000 Penalty: 5085.933105
	Iteration 36Q: 3 clusters Score -3497130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3497180.750000 Penalty: 5085.933105
	Iteration 37Q: 3 clusters Score -3497181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3497221.000000 Penalty: 5085.933105
	Iteration 38Q: 3 clusters Score -3497221 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3497260.500000 Penalty: 5085.933105
	Iteration 39Q: 3 clusters Score -3497260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3497310.000000 Penalty: 5085.933105
	Iteration 40F: 3 clusters Score -3497310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3497335.750000 Penalty: 5085.933105
	Iteration 41Q: 3 clusters Score -3497336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3497373.750000 Penalty: 5085.933105
	Iteration 42Q: 3 clusters Score -3497374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3497400.000000 Penalty: 5085.933105
	Iteration 43Q: 3 clusters Score -3497400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3497416.750000 Penalty: 5085.933105
	Iteration 44Q: 3 clusters Score -3497417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3497424.000000 Penalty: 5085.933105
	Iteration 45Q: 3 clusters Score -3497424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3497440.500000 Penalty: 5085.933105
	Iteration 46Q: 3 clusters Score -3497440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3497451.000000 Penalty: 5085.933105
	Iteration 47Q: 3 clusters Score -3497451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3497450.750000 Penalty: 5085.933105
	Iteration 48Q: 3 clusters Score -3497451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3497470.250000 Penalty: 5085.933105
	Iteration 49Q: 3 clusters Score -3497470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3497482.000000 Penalty: 5085.933105
	Iteration 50Q: 3 clusters Score -3497482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3497486.250000 Penalty: 5085.933105
	Iteration 51Q: 3 clusters Score -3497486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3497486.500000 Penalty: 5085.933105
	Iteration 52Q: 3 clusters Score -3497486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3497499.500000 Penalty: 5085.933105
	Iteration 53Q: 3 clusters Score -3497500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3497511.250000 Penalty: 5085.933105
	Iteration 54Q: 3 clusters Score -3497511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3497513.500000 Penalty: 5085.933105
	Iteration 55Q: 3 clusters Score -3497514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3497525.750000 Penalty: 5085.933105
	Iteration 56Q: 3 clusters Score -3497526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3497545.000000 Penalty: 5085.933105
	Iteration 57Q: 3 clusters Score -3497545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3497546.500000 Penalty: 5085.933105
	Iteration 58Q: 3 clusters Score -3497546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3497567.000000 Penalty: 5085.933105
	Iteration 59Q: 3 clusters Score -3497567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3497566.250000 Penalty: 5085.933105
	Iteration 60F: 3 clusters Score -3497566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3497565.500000 Penalty: 5085.933105
	Iteration 61Q: 3 clusters Score -3497566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3497566.500000 Penalty: 5085.933105
	Iteration 62Q: 3 clusters Score -3497566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3497570.250000 Penalty: 5085.933105
	Iteration 63Q: 3 clusters Score -3497570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3497573.000000 Penalty: 5085.933105
	Iteration 64Q: 3 clusters Score -3497573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3497571.250000 Penalty: 5085.933105
	Iteration 65Q: 3 clusters Score -3497571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3497573.000000 Penalty: 5085.933105
	Iteration 66Q: 3 clusters Score -3497573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3497572.500000 Penalty: 5085.933105
	Iteration 67Q: 3 clusters Score -3497572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3497571.000000 Penalty: 5085.933105
	Iteration 68Q: 3 clusters Score -3497571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3497570.250000 Penalty: 5085.933105
	Iteration 69Q: 3 clusters Score -3497570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3497573.500000 Penalty: 5085.933105
	Iteration 70Q: 3 clusters Score -3497574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3497569.250000 Penalty: 5085.933105
	Iteration 71Q: 3 clusters Score -3497569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3497574.500000 Penalty: 5085.933105
	Iteration 72Q: 3 clusters Score -3497574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3497570.750000 Penalty: 5085.933105
	Iteration 73Q: 3 clusters Score -3497571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3497574.500000 Penalty: 5085.933105
	Iteration 74Q: 3 clusters Score -3497574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3497572.500000 Penalty: 5085.933105
	Iteration 75Q: 3 clusters Score -3497572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3497574.750000 Penalty: 5085.933105
	Iteration 76Q: 3 clusters Score -3497575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3497577.250000 Penalty: 5085.933105
	Iteration 77Q: 3 clusters Score -3497577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3497575.750000 Penalty: 5085.933105
	Iteration 78Q: 3 clusters Score -3497576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3497572.500000 Penalty: 5085.933105
	Iteration 79Q: 3 clusters Score -3497572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3497573.750000 Penalty: 5085.933105
	Iteration 80F: 3 clusters Score -3497574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3497572.000000 Penalty: 5085.933105
	Iteration 81Q: 3 clusters Score -3497572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3497571.500000 Penalty: 5085.933105
	Iteration 82Q: 3 clusters Score -3497572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3497573.000000 Penalty: 5085.933105
	Iteration 83Q: 3 clusters Score -3497573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3497575.250000 Penalty: 5085.933105
	Iteration 84Q: 3 clusters Score -3497575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3497578.250000 Penalty: 5085.933105
	Iteration 85Q: 3 clusters Score -3497578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3497580.500000 Penalty: 5085.933105
	Iteration 86Q: 3 clusters Score -3497580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3497580.500000 Penalty: 5085.933105
	Iteration 87F: 3 clusters Score -3497580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60084.753906 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60084.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60313.890625 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60313.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60407.402344 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60469.488281 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60469.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60503.429688 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60503.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60532.074219 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60532.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60563.636719 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60563.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60597.574219 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60597.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60639.230469 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60639.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60670.996094 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60692.726562 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60692.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60702.371094 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60702.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60722.792969 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60722.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60741.199219 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60757.902344 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -60757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60766.089844 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -60766.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60769.429688 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -60769.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60771.253906 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -60771.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60775.394531 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -60775.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60778.800781 Penalty: 3157.769287
	Iteration 19Q: 3 clusters Score -60778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60778.800781 Penalty: 3157.769287
	Iteration 20F: 3 clusters Score -60778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Entering Unmasked Estep 
Score: -4968811.500000 Penalty: 2628.126465
	Iteration 0F: 2 clusters Score -4968812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4941891.500000 Penalty: 5256.252930
	Iteration 0F: 3 clusters Score -4941892 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4952201.500000 Penalty: 5256.252930
	Iteration 1F: 3 clusters Score -4952202 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4952912.000000 Penalty: 5256.252930
	Iteration 2Q: 3 clusters Score -4952912 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4953617.000000 Penalty: 5256.252930
	Iteration 3Q: 3 clusters Score -4953617 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4954587.500000 Penalty: 5256.252930
	Iteration 4F: 3 clusters Score -4954588 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4955880.000000 Penalty: 5256.252930
	Iteration 5F: 3 clusters Score -4955880 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4957602.000000 Penalty: 5256.252930
	Iteration 6F: 3 clusters Score -4957602 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4959855.500000 Penalty: 5256.252930
	Iteration 7F: 3 clusters Score -4959856 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4962125.000000 Penalty: 5256.252930
	Iteration 8F: 3 clusters Score -4962125 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4963890.500000 Penalty: 5256.252930
	Iteration 9F: 3 clusters Score -4963890 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4965114.500000 Penalty: 5256.252930
	Iteration 10Q: 3 clusters Score -4965114 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4965778.000000 Penalty: 5256.252930
	Iteration 11Q: 3 clusters Score -4965778 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4966172.000000 Penalty: 5256.252930
	Iteration 12Q: 3 clusters Score -4966172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4966439.000000 Penalty: 5256.252930
	Iteration 13Q: 3 clusters Score -4966439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4966576.500000 Penalty: 5256.252930
	Iteration 14Q: 3 clusters Score -4966576 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4966649.000000 Penalty: 5256.252930
	Iteration 15Q: 3 clusters Score -4966649 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4966700.500000 Penalty: 5256.252930
	Iteration 16Q: 3 clusters Score -4966700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4966741.500000 Penalty: 5256.252930
	Iteration 17Q: 3 clusters Score -4966742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4966764.500000 Penalty: 5256.252930
	Iteration 18Q: 3 clusters Score -4966764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4966774.500000 Penalty: 5256.252930
	Iteration 19Q: 3 clusters Score -4966774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4966779.500000 Penalty: 5256.252930
	Iteration 20F: 3 clusters Score -4966780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4966785.500000 Penalty: 5256.252930
	Iteration 21Q: 3 clusters Score -4966786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -4966791.000000 Penalty: 5256.252930
	Iteration 22Q: 3 clusters Score -4966791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -4966786.000000 Penalty: 5256.252930
	Iteration 23Q: 3 clusters Score -4966786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4966788.500000 Penalty: 5256.252930
	Iteration 24Q: 3 clusters Score -4966788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4966790.500000 Penalty: 5256.252930
	Iteration 25Q: 3 clusters Score -4966790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4966789.500000 Penalty: 5256.252930
	Iteration 26Q: 3 clusters Score -4966790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4966789.500000 Penalty: 5256.252930
	Iteration 27F: 3 clusters Score -4966790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -794426.000000 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -794426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -788984.437500 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -788984.4 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -790700.812500 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -790700.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -791425.937500 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -791425.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -792258.062500 Penalty: 4356.184570
	Iteration 3F: 3 clusters Score -792258.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -792959.937500 Penalty: 4356.184570
	Iteration 4F: 3 clusters Score -792959.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -793293.750000 Penalty: 4356.184570
	Iteration 5F: 3 clusters Score -793293.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -793446.000000 Penalty: 4356.184570
	Iteration 6Q: 3 clusters Score -793446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -793504.500000 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -793504.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -793529.187500 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -793529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -793542.937500 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -793542.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -793552.750000 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -793552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -793561.437500 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -793561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -793564.062500 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -793564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -793565.687500 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -793565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -793565.750000 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -793565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -793565.687500 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -793565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -793567.500000 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -793567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -793568.562500 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -793568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -793568.312500 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -793568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -793568.312500 Penalty: 4356.184570
	Iteration 19F: 3 clusters Score -793568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Entering Unmasked Estep 
Score: -1771792.125000 Penalty: 2376.192383
	Iteration 0F: 2 clusters Score -1771792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1761286.875000 Penalty: 4752.384766
	Iteration 0F: 3 clusters Score -1761287 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1764920.375000 Penalty: 4752.384766
	Iteration 1F: 3 clusters Score -1764920 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1765663.250000 Penalty: 4752.384766
	Iteration 2F: 3 clusters Score -1765663 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1766439.625000 Penalty: 4752.384766
	Iteration 3F: 3 clusters Score -1766440 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1767134.625000 Penalty: 4752.384766
	Iteration 4F: 3 clusters Score -1767135 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1767760.375000 Penalty: 4752.384766
	Iteration 5F: 3 clusters Score -1767760 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1768323.250000 Penalty: 4752.384766
	Iteration 6F: 3 clusters Score -1768323 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1768886.500000 Penalty: 4752.384766
	Iteration 7F: 3 clusters Score -1768886 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1769384.000000 Penalty: 4752.384766
	Iteration 8Q: 3 clusters Score -1769384 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1769752.125000 Penalty: 4752.384766
	Iteration 9Q: 3 clusters Score -1769752 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1770025.875000 Penalty: 4752.384766
	Iteration 10Q: 3 clusters Score -1770026 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1770219.625000 Penalty: 4752.384766
	Iteration 11Q: 3 clusters Score -1770220 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1770364.000000 Penalty: 4752.384766
	Iteration 12Q: 3 clusters Score -1770364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1770483.250000 Penalty: 4752.384766
	Iteration 13Q: 3 clusters Score -1770483 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1770550.125000 Penalty: 4752.384766
	Iteration 14Q: 3 clusters Score -1770550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1770607.625000 Penalty: 4752.384766
	Iteration 15Q: 3 clusters Score -1770608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1770664.375000 Penalty: 4752.384766
	Iteration 16Q: 3 clusters Score -1770664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1770699.750000 Penalty: 4752.384766
	Iteration 17Q: 3 clusters Score -1770700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1770738.250000 Penalty: 4752.384766
	Iteration 18Q: 3 clusters Score -1770738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1770770.125000 Penalty: 4752.384766
	Iteration 19Q: 3 clusters Score -1770770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1770791.750000 Penalty: 4752.384766
	Iteration 20F: 3 clusters Score -1770792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1770817.000000 Penalty: 4752.384766
	Iteration 21Q: 3 clusters Score -1770817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1770825.875000 Penalty: 4752.384766
	Iteration 22Q: 3 clusters Score -1770826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1770841.125000 Penalty: 4752.384766
	Iteration 23Q: 3 clusters Score -1770841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1770856.500000 Penalty: 4752.384766
	Iteration 24Q: 3 clusters Score -1770856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1770864.875000 Penalty: 4752.384766
	Iteration 25Q: 3 clusters Score -1770865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1770869.875000 Penalty: 4752.384766
	Iteration 26Q: 3 clusters Score -1770870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1770880.250000 Penalty: 4752.384766
	Iteration 27Q: 3 clusters Score -1770880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1770878.875000 Penalty: 4752.384766
	Iteration 28Q: 3 clusters Score -1770879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1770881.625000 Penalty: 4752.384766
	Iteration 29Q: 3 clusters Score -1770882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1770882.500000 Penalty: 4752.384766
	Iteration 30Q: 3 clusters Score -1770882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1770882.500000 Penalty: 4752.384766
	Iteration 31Q: 3 clusters Score -1770882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1770883.125000 Penalty: 4752.384766
	Iteration 32Q: 3 clusters Score -1770883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1770885.625000 Penalty: 4752.384766
	Iteration 33Q: 3 clusters Score -1770886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1770888.125000 Penalty: 4752.384766
	Iteration 34Q: 3 clusters Score -1770888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1770890.375000 Penalty: 4752.384766
	Iteration 35Q: 3 clusters Score -1770890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1770888.625000 Penalty: 4752.384766
	Iteration 36Q: 3 clusters Score -1770889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1770886.625000 Penalty: 4752.384766
	Iteration 37Q: 3 clusters Score -1770887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1770886.375000 Penalty: 4752.384766
	Iteration 38Q: 3 clusters Score -1770886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1770886.375000 Penalty: 4752.384766
	Iteration 39F: 3 clusters Score -1770886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Entering Unmasked Estep 
Score: -4596346.000000 Penalty: 2609.867920
	Iteration 0F: 2 clusters Score -4596346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4571174.500000 Penalty: 5219.735840
	Iteration 0F: 3 clusters Score -4571174 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4580510.000000 Penalty: 5219.735840
	Iteration 1F: 3 clusters Score -4580510 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4581299.500000 Penalty: 5219.735840
	Iteration 2F: 3 clusters Score -4581300 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4582096.000000 Penalty: 5219.735840
	Iteration 3Q: 3 clusters Score -4582096 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4582887.000000 Penalty: 5219.735840
	Iteration 4F: 3 clusters Score -4582887 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4583735.500000 Penalty: 5219.735840
	Iteration 5Q: 3 clusters Score -4583736 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4584577.500000 Penalty: 5219.735840
	Iteration 6Q: 3 clusters Score -4584578 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4585433.000000 Penalty: 5219.735840
	Iteration 7F: 3 clusters Score -4585433 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4586157.000000 Penalty: 5219.735840
	Iteration 8Q: 3 clusters Score -4586157 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4586800.500000 Penalty: 5219.735840
	Iteration 9Q: 3 clusters Score -4586800 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4587304.000000 Penalty: 5219.735840
	Iteration 10Q: 3 clusters Score -4587304 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4587719.000000 Penalty: 5219.735840
	Iteration 11Q: 3 clusters Score -4587719 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4588110.000000 Penalty: 5219.735840
	Iteration 12Q: 3 clusters Score -4588110 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4588519.500000 Penalty: 5219.735840
	Iteration 13Q: 3 clusters Score -4588520 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4588897.000000 Penalty: 5219.735840
	Iteration 14Q: 3 clusters Score -4588897 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4589358.500000 Penalty: 5219.735840
	Iteration 15Q: 3 clusters Score -4589358 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -4589870.000000 Penalty: 5219.735840
	Iteration 16Q: 3 clusters Score -4589870 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -4590369.000000 Penalty: 5219.735840
	Iteration 17Q: 3 clusters Score -4590369 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4590863.000000 Penalty: 5219.735840
	Iteration 18Q: 3 clusters Score -4590863 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4591306.500000 Penalty: 5219.735840
	Iteration 19Q: 3 clusters Score -4591306 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4591757.000000 Penalty: 5219.735840
	Iteration 20F: 3 clusters Score -4591757 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4592047.500000 Penalty: 5219.735840
	Iteration 21Q: 3 clusters Score -4592048 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4592301.000000 Penalty: 5219.735840
	Iteration 22Q: 3 clusters Score -4592301 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4592469.500000 Penalty: 5219.735840
	Iteration 23Q: 3 clusters Score -4592470 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4592598.000000 Penalty: 5219.735840
	Iteration 24Q: 3 clusters Score -4592598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4592715.000000 Penalty: 5219.735840
	Iteration 25Q: 3 clusters Score -4592715 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4592814.500000 Penalty: 5219.735840
	Iteration 26Q: 3 clusters Score -4592814 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4592892.000000 Penalty: 5219.735840
	Iteration 27Q: 3 clusters Score -4592892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4592994.000000 Penalty: 5219.735840
	Iteration 28Q: 3 clusters Score -4592994 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4593087.000000 Penalty: 5219.735840
	Iteration 29Q: 3 clusters Score -4593087 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4593158.000000 Penalty: 5219.735840
	Iteration 30Q: 3 clusters Score -4593158 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4593243.000000 Penalty: 5219.735840
	Iteration 31Q: 3 clusters Score -4593243 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4593340.000000 Penalty: 5219.735840
	Iteration 32Q: 3 clusters Score -4593340 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4593413.000000 Penalty: 5219.735840
	Iteration 33Q: 3 clusters Score -4593413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4593456.000000 Penalty: 5219.735840
	Iteration 34Q: 3 clusters Score -4593456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4593512.500000 Penalty: 5219.735840
	Iteration 35Q: 3 clusters Score -4593512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4593558.500000 Penalty: 5219.735840
	Iteration 36Q: 3 clusters Score -4593558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4593617.500000 Penalty: 5219.735840
	Iteration 37Q: 3 clusters Score -4593618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4593668.000000 Penalty: 5219.735840
	Iteration 38Q: 3 clusters Score -4593668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4593716.000000 Penalty: 5219.735840
	Iteration 39Q: 3 clusters Score -4593716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4593759.000000 Penalty: 5219.735840
	Iteration 40F: 3 clusters Score -4593759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4593826.500000 Penalty: 5219.735840
	Iteration 41Q: 3 clusters Score -4593826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4593866.000000 Penalty: 5219.735840
	Iteration 42Q: 3 clusters Score -4593866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4593911.000000 Penalty: 5219.735840
	Iteration 43Q: 3 clusters Score -4593911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4593955.500000 Penalty: 5219.735840
	Iteration 44Q: 3 clusters Score -4593956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4594016.500000 Penalty: 5219.735840
	Iteration 45Q: 3 clusters Score -4594016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4594048.000000 Penalty: 5219.735840
	Iteration 46Q: 3 clusters Score -4594048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4594094.500000 Penalty: 5219.735840
	Iteration 47Q: 3 clusters Score -4594094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4594150.000000 Penalty: 5219.735840
	Iteration 48Q: 3 clusters Score -4594150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4594202.000000 Penalty: 5219.735840
	Iteration 49Q: 3 clusters Score -4594202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4594230.500000 Penalty: 5219.735840
	Iteration 50Q: 3 clusters Score -4594230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4594261.500000 Penalty: 5219.735840
	Iteration 51Q: 3 clusters Score -4594262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4594297.000000 Penalty: 5219.735840
	Iteration 52Q: 3 clusters Score -4594297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4594318.000000 Penalty: 5219.735840
	Iteration 53Q: 3 clusters Score -4594318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4594314.500000 Penalty: 5219.735840
	Iteration 54Q: 3 clusters Score -4594314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4594327.000000 Penalty: 5219.735840
	Iteration 55Q: 3 clusters Score -4594327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4594338.000000 Penalty: 5219.735840
	Iteration 56Q: 3 clusters Score -4594338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4594340.500000 Penalty: 5219.735840
	Iteration 57Q: 3 clusters Score -4594340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4594335.000000 Penalty: 5219.735840
	Iteration 58Q: 3 clusters Score -4594335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4594337.000000 Penalty: 5219.735840
	Iteration 59Q: 3 clusters Score -4594337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4594340.000000 Penalty: 5219.735840
	Iteration 60F: 3 clusters Score -4594340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4594343.500000 Penalty: 5219.735840
	Iteration 61Q: 3 clusters Score -4594344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4594346.500000 Penalty: 5219.735840
	Iteration 62Q: 3 clusters Score -4594346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4594349.500000 Penalty: 5219.735840
	Iteration 63Q: 3 clusters Score -4594350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4594346.500000 Penalty: 5219.735840
	Iteration 64Q: 3 clusters Score -4594346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4594346.500000 Penalty: 5219.735840
	Iteration 65Q: 3 clusters Score -4594346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4594345.500000 Penalty: 5219.735840
	Iteration 66Q: 3 clusters Score -4594346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4594347.500000 Penalty: 5219.735840
	Iteration 67Q: 3 clusters Score -4594348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4594346.000000 Penalty: 5219.735840
	Iteration 68Q: 3 clusters Score -4594346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4594344.500000 Penalty: 5219.735840
	Iteration 69Q: 3 clusters Score -4594344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4594351.000000 Penalty: 5219.735840
	Iteration 70Q: 3 clusters Score -4594351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4594346.500000 Penalty: 5219.735840
	Iteration 71Q: 3 clusters Score -4594346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4594353.500000 Penalty: 5219.735840
	Iteration 72Q: 3 clusters Score -4594354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4594352.500000 Penalty: 5219.735840
	Iteration 73Q: 3 clusters Score -4594352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4594352.500000 Penalty: 5219.735840
	Iteration 74F: 3 clusters Score -4594352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Entering Unmasked Estep 
Score: -1160376.125000 Penalty: 2259.819580
	Iteration 0F: 2 clusters Score -1160376 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 4481 members 
Entering Unmasked Estep 
Score: -1153318.875000 Penalty: 4519.639160
	Iteration 0F: 3 clusters Score -1153319 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1155301.000000 Penalty: 4519.639160
	Iteration 1F: 3 clusters Score -1155301 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1155599.000000 Penalty: 4519.639160
	Iteration 2F: 3 clusters Score -1155599 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1155798.625000 Penalty: 4519.639160
	Iteration 3Q: 3 clusters Score -1155799 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1155955.000000 Penalty: 4519.639160
	Iteration 4Q: 3 clusters Score -1155955 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1156118.125000 Penalty: 4519.639160
	Iteration 5Q: 3 clusters Score -1156118 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1156251.875000 Penalty: 4519.639160
	Iteration 6Q: 3 clusters Score -1156252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1156375.625000 Penalty: 4519.639160
	Iteration 7Q: 3 clusters Score -1156376 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1156479.875000 Penalty: 4519.639160
	Iteration 8Q: 3 clusters Score -1156480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1156586.125000 Penalty: 4519.639160
	Iteration 9Q: 3 clusters Score -1156586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1156712.500000 Penalty: 4519.639160
	Iteration 10Q: 3 clusters Score -1156712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1156844.250000 Penalty: 4519.639160
	Iteration 11Q: 3 clusters Score -1156844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1156976.625000 Penalty: 4519.639160
	Iteration 12Q: 3 clusters Score -1156977 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1157141.375000 Penalty: 4519.639160
	Iteration 13Q: 3 clusters Score -1157141 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1157318.750000 Penalty: 4519.639160
	Iteration 14Q: 3 clusters Score -1157319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1157479.375000 Penalty: 4519.639160
	Iteration 15Q: 3 clusters Score -1157479 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1157588.750000 Penalty: 4519.639160
	Iteration 16Q: 3 clusters Score -1157589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1157673.125000 Penalty: 4519.639160
	Iteration 17Q: 3 clusters Score -1157673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1157743.375000 Penalty: 4519.639160
	Iteration 18Q: 3 clusters Score -1157743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1157792.250000 Penalty: 4519.639160
	Iteration 19Q: 3 clusters Score -1157792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1157829.500000 Penalty: 4519.639160
	Iteration 20F: 3 clusters Score -1157830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1157885.250000 Penalty: 4519.639160
	Iteration 21Q: 3 clusters Score -1157885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1157935.500000 Penalty: 4519.639160
	Iteration 22Q: 3 clusters Score -1157936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1157978.750000 Penalty: 4519.639160
	Iteration 23Q: 3 clusters Score -1157979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1158020.500000 Penalty: 4519.639160
	Iteration 24Q: 3 clusters Score -1158020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1158047.125000 Penalty: 4519.639160
	Iteration 25Q: 3 clusters Score -1158047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1158063.875000 Penalty: 4519.639160
	Iteration 26Q: 3 clusters Score -1158064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1158079.750000 Penalty: 4519.639160
	Iteration 27Q: 3 clusters Score -1158080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1158090.750000 Penalty: 4519.639160
	Iteration 28Q: 3 clusters Score -1158091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1158094.875000 Penalty: 4519.639160
	Iteration 29Q: 3 clusters Score -1158095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1158102.125000 Penalty: 4519.639160
	Iteration 30Q: 3 clusters Score -1158102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1158107.000000 Penalty: 4519.639160
	Iteration 31Q: 3 clusters Score -1158107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1158107.750000 Penalty: 4519.639160
	Iteration 32Q: 3 clusters Score -1158108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1158116.125000 Penalty: 4519.639160
	Iteration 33Q: 3 clusters Score -1158116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1158119.250000 Penalty: 4519.639160
	Iteration 34Q: 3 clusters Score -1158119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1158121.375000 Penalty: 4519.639160
	Iteration 35Q: 3 clusters Score -1158121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1158125.625000 Penalty: 4519.639160
	Iteration 36Q: 3 clusters Score -1158126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1158130.000000 Penalty: 4519.639160
	Iteration 37Q: 3 clusters Score -1158130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1158134.500000 Penalty: 4519.639160
	Iteration 38Q: 3 clusters Score -1158134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1158138.750000 Penalty: 4519.639160
	Iteration 39Q: 3 clusters Score -1158139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1158142.250000 Penalty: 4519.639160
	Iteration 40F: 3 clusters Score -1158142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1158145.625000 Penalty: 4519.639160
	Iteration 41Q: 3 clusters Score -1158146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1158148.250000 Penalty: 4519.639160
	Iteration 42Q: 3 clusters Score -1158148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1158155.125000 Penalty: 4519.639160
	Iteration 43Q: 3 clusters Score -1158155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1158164.000000 Penalty: 4519.639160
	Iteration 44Q: 3 clusters Score -1158164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1158172.750000 Penalty: 4519.639160
	Iteration 45Q: 3 clusters Score -1158173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1158183.375000 Penalty: 4519.639160
	Iteration 46Q: 3 clusters Score -1158183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1158186.625000 Penalty: 4519.639160
	Iteration 47Q: 3 clusters Score -1158187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1158190.125000 Penalty: 4519.639160
	Iteration 48Q: 3 clusters Score -1158190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1158195.750000 Penalty: 4519.639160
	Iteration 49Q: 3 clusters Score -1158196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1158196.875000 Penalty: 4519.639160
	Iteration 50Q: 3 clusters Score -1158197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1158197.125000 Penalty: 4519.639160
	Iteration 51Q: 3 clusters Score -1158197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1158197.750000 Penalty: 4519.639160
	Iteration 52Q: 3 clusters Score -1158198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1158201.500000 Penalty: 4519.639160
	Iteration 53Q: 3 clusters Score -1158202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1158205.875000 Penalty: 4519.639160
	Iteration 54Q: 3 clusters Score -1158206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1158205.750000 Penalty: 4519.639160
	Iteration 55Q: 3 clusters Score -1158206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1158208.875000 Penalty: 4519.639160
	Iteration 56Q: 3 clusters Score -1158209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1158208.750000 Penalty: 4519.639160
	Iteration 57Q: 3 clusters Score -1158209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1158210.625000 Penalty: 4519.639160
	Iteration 58Q: 3 clusters Score -1158211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1158211.375000 Penalty: 4519.639160
	Iteration 59Q: 3 clusters Score -1158211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1158213.000000 Penalty: 4519.639160
	Iteration 60F: 3 clusters Score -1158213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1158213.750000 Penalty: 4519.639160
	Iteration 61Q: 3 clusters Score -1158214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1158213.625000 Penalty: 4519.639160
	Iteration 62Q: 3 clusters Score -1158214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1158214.500000 Penalty: 4519.639160
	Iteration 63Q: 3 clusters Score -1158214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1158216.875000 Penalty: 4519.639160
	Iteration 64Q: 3 clusters Score -1158217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1158216.250000 Penalty: 4519.639160
	Iteration 65Q: 3 clusters Score -1158216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1158216.625000 Penalty: 4519.639160
	Iteration 66Q: 3 clusters Score -1158217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1158215.625000 Penalty: 4519.639160
	Iteration 67Q: 3 clusters Score -1158216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1158216.875000 Penalty: 4519.639160
	Iteration 68Q: 3 clusters Score -1158217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1158217.625000 Penalty: 4519.639160
	Iteration 69Q: 3 clusters Score -1158218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1158218.500000 Penalty: 4519.639160
	Iteration 70Q: 3 clusters Score -1158218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1158218.625000 Penalty: 4519.639160
	Iteration 71Q: 3 clusters Score -1158219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1158220.375000 Penalty: 4519.639160
	Iteration 72Q: 3 clusters Score -1158220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1158224.375000 Penalty: 4519.639160
	Iteration 73Q: 3 clusters Score -1158224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1158229.750000 Penalty: 4519.639160
	Iteration 74Q: 3 clusters Score -1158230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1158233.625000 Penalty: 4519.639160
	Iteration 75Q: 3 clusters Score -1158234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1158241.375000 Penalty: 4519.639160
	Iteration 76Q: 3 clusters Score -1158241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1158247.000000 Penalty: 4519.639160
	Iteration 77Q: 3 clusters Score -1158247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1158251.875000 Penalty: 4519.639160
	Iteration 78Q: 3 clusters Score -1158252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1158255.875000 Penalty: 4519.639160
	Iteration 79Q: 3 clusters Score -1158256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1158257.625000 Penalty: 4519.639160
	Iteration 80F: 3 clusters Score -1158258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1158261.250000 Penalty: 4519.639160
	Iteration 81Q: 3 clusters Score -1158261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1158266.875000 Penalty: 4519.639160
	Iteration 82Q: 3 clusters Score -1158267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1158272.625000 Penalty: 4519.639160
	Iteration 83Q: 3 clusters Score -1158273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1158274.625000 Penalty: 4519.639160
	Iteration 84Q: 3 clusters Score -1158275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1158277.125000 Penalty: 4519.639160
	Iteration 85Q: 3 clusters Score -1158277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1158278.375000 Penalty: 4519.639160
	Iteration 86Q: 3 clusters Score -1158278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1158278.625000 Penalty: 4519.639160
	Iteration 87Q: 3 clusters Score -1158279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1158278.625000 Penalty: 4519.639160
	Iteration 88F: 3 clusters Score -1158279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -516753.562500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -516753.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -512463.937500 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -512463.9 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -513748.531250 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -513748.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -514124.968750 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -514125 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -514417.500000 Penalty: 4198.668457
	Iteration 3F: 3 clusters Score -514417.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -514644.125000 Penalty: 4198.668457
	Iteration 4F: 3 clusters Score -514644.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -514796.906250 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -514796.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -514927.250000 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -514927.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -515003.031250 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -515003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -515047.781250 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -515047.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -515078.843750 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -515078.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -515121.843750 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -515121.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -515169.156250 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -515169.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -515220.531250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -515220.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -515271.312500 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -515271.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -515324.750000 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -515324.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -515354.781250 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -515354.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -515381.750000 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -515381.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -515408.812500 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -515408.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -515428.687500 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -515428.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -515443.125000 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -515443.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -515454.500000 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -515454.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -515460.906250 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -515460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -515466.031250 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -515466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -515469.343750 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -515469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -515475.406250 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -515475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -515479.000000 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -515479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -515486.468750 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -515486.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -515493.500000 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -515493.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -515496.750000 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -515496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -515500.312500 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -515500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -515505.750000 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -515505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -515509.875000 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -515509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -515511.781250 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -515511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -515514.093750 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -515514.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -515516.812500 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -515516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -515517.937500 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -515517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -515517.937500 Penalty: 4198.668457
	Iteration 36F: 3 clusters Score -515517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -268831.093750 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -268831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266077.437500 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -266077.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -266581.468750 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -266581.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266697.500000 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -266697.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -266750.906250 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -266750.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266782.843750 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -266782.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266807.125000 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -266807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266822.406250 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -266822.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266840.187500 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -266840.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266857.406250 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -266857.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -266874.343750 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -266874.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -266884.718750 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -266884.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266893.093750 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -266893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -266896.656250 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -266896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -266901.187500 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -266901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -266904.156250 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -266904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -266905.656250 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -266905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -266906.593750 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -266906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -266907.406250 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -266907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -266908.500000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -266908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -266910.125000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -266910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -266910.562500 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -266910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -266911.343750 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -266911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -266914.375000 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -266914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -266918.218750 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -266918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -266921.156250 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -266921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -266923.812500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -266923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -266924.781250 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -266924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -266925.718750 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -266925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -266925.718750 Penalty: 3802.678467
	Iteration 28F: 3 clusters Score -266925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Entering Unmasked Estep 
Score: -3196399.250000 Penalty: 2515.458252
	Iteration 0F: 2 clusters Score -3196399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3178834.000000 Penalty: 5030.916504
	Iteration 0F: 3 clusters Score -3178834 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3184889.250000 Penalty: 5030.916504
	Iteration 1F: 3 clusters Score -3184889 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3185433.000000 Penalty: 5030.916504
	Iteration 2F: 3 clusters Score -3185433 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3186012.750000 Penalty: 5030.916504
	Iteration 3F: 3 clusters Score -3186013 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3186689.750000 Penalty: 5030.916504
	Iteration 4F: 3 clusters Score -3186690 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3187467.750000 Penalty: 5030.916504
	Iteration 5F: 3 clusters Score -3187468 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3188323.750000 Penalty: 5030.916504
	Iteration 6F: 3 clusters Score -3188324 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3189353.750000 Penalty: 5030.916504
	Iteration 7F: 3 clusters Score -3189354 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3190500.000000 Penalty: 5030.916504
	Iteration 8F: 3 clusters Score -3190500 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3191569.500000 Penalty: 5030.916504
	Iteration 9F: 3 clusters Score -3191570 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3192403.750000 Penalty: 5030.916504
	Iteration 10Q: 3 clusters Score -3192404 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3192969.750000 Penalty: 5030.916504
	Iteration 11Q: 3 clusters Score -3192970 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3193369.750000 Penalty: 5030.916504
	Iteration 12Q: 3 clusters Score -3193370 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3193622.500000 Penalty: 5030.916504
	Iteration 13Q: 3 clusters Score -3193622 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3193764.000000 Penalty: 5030.916504
	Iteration 14Q: 3 clusters Score -3193764 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3193853.000000 Penalty: 5030.916504
	Iteration 15Q: 3 clusters Score -3193853 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3193930.750000 Penalty: 5030.916504
	Iteration 16Q: 3 clusters Score -3193931 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3193985.250000 Penalty: 5030.916504
	Iteration 17Q: 3 clusters Score -3193985 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3194013.250000 Penalty: 5030.916504
	Iteration 18Q: 3 clusters Score -3194013 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3194062.500000 Penalty: 5030.916504
	Iteration 19Q: 3 clusters Score -3194062 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3194102.000000 Penalty: 5030.916504
	Iteration 20F: 3 clusters Score -3194102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3194141.750000 Penalty: 5030.916504
	Iteration 21Q: 3 clusters Score -3194142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3194171.250000 Penalty: 5030.916504
	Iteration 22Q: 3 clusters Score -3194171 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3194200.250000 Penalty: 5030.916504
	Iteration 23Q: 3 clusters Score -3194200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3194225.750000 Penalty: 5030.916504
	Iteration 24Q: 3 clusters Score -3194226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3194263.750000 Penalty: 5030.916504
	Iteration 25Q: 3 clusters Score -3194264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3194296.750000 Penalty: 5030.916504
	Iteration 26Q: 3 clusters Score -3194297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3194315.750000 Penalty: 5030.916504
	Iteration 27Q: 3 clusters Score -3194316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3194326.500000 Penalty: 5030.916504
	Iteration 28Q: 3 clusters Score -3194326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3194345.000000 Penalty: 5030.916504
	Iteration 29Q: 3 clusters Score -3194345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3194353.000000 Penalty: 5030.916504
	Iteration 30Q: 3 clusters Score -3194353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3194366.000000 Penalty: 5030.916504
	Iteration 31Q: 3 clusters Score -3194366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3194368.250000 Penalty: 5030.916504
	Iteration 32Q: 3 clusters Score -3194368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3194389.500000 Penalty: 5030.916504
	Iteration 33Q: 3 clusters Score -3194390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3194397.000000 Penalty: 5030.916504
	Iteration 34Q: 3 clusters Score -3194397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3194412.500000 Penalty: 5030.916504
	Iteration 35Q: 3 clusters Score -3194412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3194432.250000 Penalty: 5030.916504
	Iteration 36Q: 3 clusters Score -3194432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3194439.750000 Penalty: 5030.916504
	Iteration 37Q: 3 clusters Score -3194440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3194453.500000 Penalty: 5030.916504
	Iteration 38Q: 3 clusters Score -3194454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3194465.250000 Penalty: 5030.916504
	Iteration 39Q: 3 clusters Score -3194465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3194473.500000 Penalty: 5030.916504
	Iteration 40F: 3 clusters Score -3194474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3194483.000000 Penalty: 5030.916504
	Iteration 41Q: 3 clusters Score -3194483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3194487.250000 Penalty: 5030.916504
	Iteration 42Q: 3 clusters Score -3194487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3194488.000000 Penalty: 5030.916504
	Iteration 43Q: 3 clusters Score -3194488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3194491.500000 Penalty: 5030.916504
	Iteration 44Q: 3 clusters Score -3194492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3194487.000000 Penalty: 5030.916504
	Iteration 45Q: 3 clusters Score -3194487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3194493.500000 Penalty: 5030.916504
	Iteration 46Q: 3 clusters Score -3194494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3194494.250000 Penalty: 5030.916504
	Iteration 47Q: 3 clusters Score -3194494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3194499.500000 Penalty: 5030.916504
	Iteration 48Q: 3 clusters Score -3194500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3194498.250000 Penalty: 5030.916504
	Iteration 49Q: 3 clusters Score -3194498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3194501.000000 Penalty: 5030.916504
	Iteration 50Q: 3 clusters Score -3194501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3194500.250000 Penalty: 5030.916504
	Iteration 51Q: 3 clusters Score -3194500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3194498.250000 Penalty: 5030.916504
	Iteration 52Q: 3 clusters Score -3194498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3194501.250000 Penalty: 5030.916504
	Iteration 53Q: 3 clusters Score -3194501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3194510.500000 Penalty: 5030.916504
	Iteration 54Q: 3 clusters Score -3194510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3194512.250000 Penalty: 5030.916504
	Iteration 55Q: 3 clusters Score -3194512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3194516.250000 Penalty: 5030.916504
	Iteration 56Q: 3 clusters Score -3194516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3194513.250000 Penalty: 5030.916504
	Iteration 57Q: 3 clusters Score -3194513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3194518.750000 Penalty: 5030.916504
	Iteration 58Q: 3 clusters Score -3194519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3194519.250000 Penalty: 5030.916504
	Iteration 59Q: 3 clusters Score -3194519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3194524.250000 Penalty: 5030.916504
	Iteration 60F: 3 clusters Score -3194524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3194525.500000 Penalty: 5030.916504
	Iteration 61Q: 3 clusters Score -3194526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3194531.000000 Penalty: 5030.916504
	Iteration 62Q: 3 clusters Score -3194531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3194534.500000 Penalty: 5030.916504
	Iteration 63Q: 3 clusters Score -3194534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3194535.250000 Penalty: 5030.916504
	Iteration 64Q: 3 clusters Score -3194535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3194542.750000 Penalty: 5030.916504
	Iteration 65Q: 3 clusters Score -3194543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3194541.000000 Penalty: 5030.916504
	Iteration 66Q: 3 clusters Score -3194541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3194540.500000 Penalty: 5030.916504
	Iteration 67Q: 3 clusters Score -3194540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3194539.250000 Penalty: 5030.916504
	Iteration 68Q: 3 clusters Score -3194539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3194539.000000 Penalty: 5030.916504
	Iteration 69Q: 3 clusters Score -3194539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3194544.750000 Penalty: 5030.916504
	Iteration 70Q: 3 clusters Score -3194545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3194540.250000 Penalty: 5030.916504
	Iteration 71Q: 3 clusters Score -3194540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3194540.250000 Penalty: 5030.916504
	Iteration 72F: 3 clusters Score -3194540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300448 members 
Entering Unmasked Estep 
Score: -37697188.000000 Penalty: 3128.031494
	Iteration 0F: 2 clusters Score -3.769719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -37502868.000000 Penalty: 6256.062988
	Iteration 0F: 3 clusters Score -3.750287e+07 nChanged 145604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145913 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -37588368.000000 Penalty: 6256.062988
	Iteration 1F: 3 clusters Score -3.758837e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -37589704.000000 Penalty: 6256.062988
	Iteration 2Q: 3 clusters Score -3.75897e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 162372 members 
Entering Unmasked Estep 
Score: -37591840.000000 Penalty: 6256.062988
	Iteration 3Q: 3 clusters Score -3.759184e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -37595060.000000 Penalty: 6256.062988
	Iteration 4Q: 3 clusters Score -3.759506e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -37600692.000000 Penalty: 6256.062988
	Iteration 5Q: 3 clusters Score -3.760069e+07 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 196650 members 
Entering Unmasked Estep 
Score: -37610316.000000 Penalty: 6256.062988
	Iteration 6F: 3 clusters Score -3.761032e+07 nChanged 21476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 216952 members 
Entering Unmasked Estep 
Score: -37624988.000000 Penalty: 6256.062988
	Iteration 7F: 3 clusters Score -3.762499e+07 nChanged 24000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 240408 members 
Entering Unmasked Estep 
Score: -37644292.000000 Penalty: 6256.062988
	Iteration 8F: 3 clusters Score -3.764429e+07 nChanged 23149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 263403 members 
Entering Unmasked Estep 
Score: -37662612.000000 Penalty: 6256.062988
	Iteration 9F: 3 clusters Score -3.766261e+07 nChanged 18068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 281435 members 
Entering Unmasked Estep 
Score: -37677808.000000 Penalty: 6256.062988
	Iteration 10F: 3 clusters Score -3.767781e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 292346 members 
Entering Unmasked Estep 
Score: -37687172.000000 Penalty: 6256.062988
	Iteration 11Q: 3 clusters Score -3.768717e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 297311 members 
Entering Unmasked Estep 
Score: -37691512.000000 Penalty: 6256.062988
	Iteration 12Q: 3 clusters Score -3.769151e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 299111 members 
Entering Unmasked Estep 
Score: -37693056.000000 Penalty: 6256.062988
	Iteration 13Q: 3 clusters Score -3.769306e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 299714 members 
Entering Unmasked Estep 
Score: -37693764.000000 Penalty: 6256.062988
	Iteration 14Q: 3 clusters Score -3.769376e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 299919 members 
Entering Unmasked Estep 
Score: -37694072.000000 Penalty: 6256.062988
	Iteration 15Q: 3 clusters Score -3.769407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 300016 members 
Entering Unmasked Estep 
Score: -37694184.000000 Penalty: 6256.062988
	Iteration 16Q: 3 clusters Score -3.769418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 300048 members 
Entering Unmasked Estep 
Score: -37694276.000000 Penalty: 6256.062988
	Iteration 17Q: 3 clusters Score -3.769428e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 300070 members 
Entering Unmasked Estep 
Score: -37694304.000000 Penalty: 6256.062988
	Iteration 18Q: 3 clusters Score -3.76943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 300088 members 
Entering Unmasked Estep 
Score: -37694368.000000 Penalty: 6256.062988
	Iteration 19Q: 3 clusters Score -3.769437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300094 members 
Entering Unmasked Estep 
Score: -37694380.000000 Penalty: 6256.062988
	Iteration 20F: 3 clusters Score -3.769438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 300103 members 
Entering Unmasked Estep 
Score: -37694376.000000 Penalty: 6256.062988
	Iteration 21Q: 3 clusters Score -3.769438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 300110 members 
Entering Unmasked Estep 
Score: -37694396.000000 Penalty: 6256.062988
	Iteration 22Q: 3 clusters Score -3.76944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300111 members 
Entering Unmasked Estep 
Score: -37694416.000000 Penalty: 6256.062988
	Iteration 23Q: 3 clusters Score -3.769442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 300112 members 
Entering Unmasked Estep 
Score: -37694420.000000 Penalty: 6256.062988
	Iteration 24Q: 3 clusters Score -3.769442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 300110 members 
Entering Unmasked Estep 
Score: -37694412.000000 Penalty: 6256.062988
	Iteration 25Q: 3 clusters Score -3.769441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 300109 members 
Entering Unmasked Estep 
Score: -37694420.000000 Penalty: 6256.062988
	Iteration 26Q: 3 clusters Score -3.769442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 300109 members 
Entering Unmasked Estep 
Score: -37694420.000000 Penalty: 6256.062988
	Iteration 27F: 3 clusters Score -3.769442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Entering Unmasked Estep 
Score: -1104036.125000 Penalty: 2260.802490
	Iteration 0F: 2 clusters Score -1104036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1096990.625000 Penalty: 4521.604980
	Iteration 0F: 3 clusters Score -1096991 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1099312.625000 Penalty: 4521.604980
	Iteration 1F: 3 clusters Score -1099313 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1099908.875000 Penalty: 4521.604980
	Iteration 2F: 3 clusters Score -1099909 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1100424.375000 Penalty: 4521.604980
	Iteration 3F: 3 clusters Score -1100424 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1100850.000000 Penalty: 4521.604980
	Iteration 4F: 3 clusters Score -1100850 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1101232.375000 Penalty: 4521.604980
	Iteration 5F: 3 clusters Score -1101232 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1101640.250000 Penalty: 4521.604980
	Iteration 6F: 3 clusters Score -1101640 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1102015.875000 Penalty: 4521.604980
	Iteration 7F: 3 clusters Score -1102016 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1102257.250000 Penalty: 4521.604980
	Iteration 8Q: 3 clusters Score -1102257 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1102426.000000 Penalty: 4521.604980
	Iteration 9Q: 3 clusters Score -1102426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1102548.375000 Penalty: 4521.604980
	Iteration 10Q: 3 clusters Score -1102548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1102652.625000 Penalty: 4521.604980
	Iteration 11Q: 3 clusters Score -1102653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1102725.125000 Penalty: 4521.604980
	Iteration 12Q: 3 clusters Score -1102725 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1102776.000000 Penalty: 4521.604980
	Iteration 13Q: 3 clusters Score -1102776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1102814.125000 Penalty: 4521.604980
	Iteration 14Q: 3 clusters Score -1102814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1102855.375000 Penalty: 4521.604980
	Iteration 15Q: 3 clusters Score -1102855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1102896.125000 Penalty: 4521.604980
	Iteration 16Q: 3 clusters Score -1102896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1102924.375000 Penalty: 4521.604980
	Iteration 17Q: 3 clusters Score -1102924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1102952.375000 Penalty: 4521.604980
	Iteration 18Q: 3 clusters Score -1102952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1102982.500000 Penalty: 4521.604980
	Iteration 19Q: 3 clusters Score -1102982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1103019.125000 Penalty: 4521.604980
	Iteration 20F: 3 clusters Score -1103019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1103045.375000 Penalty: 4521.604980
	Iteration 21Q: 3 clusters Score -1103045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1103068.500000 Penalty: 4521.604980
	Iteration 22Q: 3 clusters Score -1103068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1103081.750000 Penalty: 4521.604980
	Iteration 23Q: 3 clusters Score -1103082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1103093.875000 Penalty: 4521.604980
	Iteration 24Q: 3 clusters Score -1103094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1103104.375000 Penalty: 4521.604980
	Iteration 25Q: 3 clusters Score -1103104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1103115.375000 Penalty: 4521.604980
	Iteration 26Q: 3 clusters Score -1103115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1103131.250000 Penalty: 4521.604980
	Iteration 27Q: 3 clusters Score -1103131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1103151.875000 Penalty: 4521.604980
	Iteration 28Q: 3 clusters Score -1103152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1103171.125000 Penalty: 4521.604980
	Iteration 29Q: 3 clusters Score -1103171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1103184.875000 Penalty: 4521.604980
	Iteration 30Q: 3 clusters Score -1103185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1103203.625000 Penalty: 4521.604980
	Iteration 31Q: 3 clusters Score -1103204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1103218.000000 Penalty: 4521.604980
	Iteration 32Q: 3 clusters Score -1103218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1103232.375000 Penalty: 4521.604980
	Iteration 33Q: 3 clusters Score -1103232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1103242.000000 Penalty: 4521.604980
	Iteration 34Q: 3 clusters Score -1103242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1103265.125000 Penalty: 4521.604980
	Iteration 35Q: 3 clusters Score -1103265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1103277.500000 Penalty: 4521.604980
	Iteration 36Q: 3 clusters Score -1103278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1103293.125000 Penalty: 4521.604980
	Iteration 37Q: 3 clusters Score -1103293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1103307.750000 Penalty: 4521.604980
	Iteration 38Q: 3 clusters Score -1103308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1103318.500000 Penalty: 4521.604980
	Iteration 39Q: 3 clusters Score -1103318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1103332.875000 Penalty: 4521.604980
	Iteration 40F: 3 clusters Score -1103333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1103342.250000 Penalty: 4521.604980
	Iteration 41Q: 3 clusters Score -1103342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1103352.875000 Penalty: 4521.604980
	Iteration 42Q: 3 clusters Score -1103353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1103361.250000 Penalty: 4521.604980
	Iteration 43Q: 3 clusters Score -1103361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1103365.125000 Penalty: 4521.604980
	Iteration 44Q: 3 clusters Score -1103365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1103369.875000 Penalty: 4521.604980
	Iteration 45Q: 3 clusters Score -1103370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1103374.125000 Penalty: 4521.604980
	Iteration 46Q: 3 clusters Score -1103374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1103377.000000 Penalty: 4521.604980
	Iteration 47Q: 3 clusters Score -1103377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1103380.000000 Penalty: 4521.604980
	Iteration 48Q: 3 clusters Score -1103380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1103386.750000 Penalty: 4521.604980
	Iteration 49Q: 3 clusters Score -1103387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1103390.500000 Penalty: 4521.604980
	Iteration 50Q: 3 clusters Score -1103390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1103395.875000 Penalty: 4521.604980
	Iteration 51Q: 3 clusters Score -1103396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1103396.750000 Penalty: 4521.604980
	Iteration 52Q: 3 clusters Score -1103397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1103398.125000 Penalty: 4521.604980
	Iteration 53Q: 3 clusters Score -1103398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1103397.875000 Penalty: 4521.604980
	Iteration 54Q: 3 clusters Score -1103398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1103399.000000 Penalty: 4521.604980
	Iteration 55Q: 3 clusters Score -1103399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1103399.750000 Penalty: 4521.604980
	Iteration 56Q: 3 clusters Score -1103400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1103400.625000 Penalty: 4521.604980
	Iteration 57Q: 3 clusters Score -1103401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1103400.000000 Penalty: 4521.604980
	Iteration 58Q: 3 clusters Score -1103400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1103400.000000 Penalty: 4521.604980
	Iteration 59F: 3 clusters Score -1103400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Entering Unmasked Estep 
Score: -19171770.000000 Penalty: 2963.707031
	Iteration 0F: 2 clusters Score -1.917177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -19068422.000000 Penalty: 5927.414062
	Iteration 0F: 3 clusters Score -1.906842e+07 nChanged 73893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -19111306.000000 Penalty: 5927.414062
	Iteration 1F: 3 clusters Score -1.911131e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -19112312.000000 Penalty: 5927.414062
	Iteration 2Q: 3 clusters Score -1.911231e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -19113844.000000 Penalty: 5927.414062
	Iteration 3Q: 3 clusters Score -1.911384e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -19115970.000000 Penalty: 5927.414062
	Iteration 4Q: 3 clusters Score -1.911597e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -19119038.000000 Penalty: 5927.414062
	Iteration 5Q: 3 clusters Score -1.911904e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -19122980.000000 Penalty: 5927.414062
	Iteration 6Q: 3 clusters Score -1.912298e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -19127640.000000 Penalty: 5927.414062
	Iteration 7F: 3 clusters Score -1.912764e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -19132686.000000 Penalty: 5927.414062
	Iteration 8F: 3 clusters Score -1.913269e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -19137798.000000 Penalty: 5927.414062
	Iteration 9F: 3 clusters Score -1.91378e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -19142674.000000 Penalty: 5927.414062
	Iteration 10F: 3 clusters Score -1.914267e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -19147070.000000 Penalty: 5927.414062
	Iteration 11Q: 3 clusters Score -1.914707e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -19151798.000000 Penalty: 5927.414062
	Iteration 12Q: 3 clusters Score -1.91518e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -19156146.000000 Penalty: 5927.414062
	Iteration 13Q: 3 clusters Score -1.915615e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -19160038.000000 Penalty: 5927.414062
	Iteration 14Q: 3 clusters Score -1.916004e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -19163056.000000 Penalty: 5927.414062
	Iteration 15Q: 3 clusters Score -1.916306e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -19165440.000000 Penalty: 5927.414062
	Iteration 16Q: 3 clusters Score -1.916544e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -19166832.000000 Penalty: 5927.414062
	Iteration 17Q: 3 clusters Score -1.916683e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -19167660.000000 Penalty: 5927.414062
	Iteration 18Q: 3 clusters Score -1.916766e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -19168278.000000 Penalty: 5927.414062
	Iteration 19Q: 3 clusters Score -1.916828e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151913 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -19168644.000000 Penalty: 5927.414062
	Iteration 20F: 3 clusters Score -1.916864e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19168930.000000 Penalty: 5927.414062
	Iteration 21Q: 3 clusters Score -1.916893e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19169106.000000 Penalty: 5927.414062
	Iteration 22Q: 3 clusters Score -1.916911e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19169244.000000 Penalty: 5927.414062
	Iteration 23Q: 3 clusters Score -1.916924e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19169298.000000 Penalty: 5927.414062
	Iteration 24Q: 3 clusters Score -1.91693e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -19169350.000000 Penalty: 5927.414062
	Iteration 25Q: 3 clusters Score -1.916935e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19169398.000000 Penalty: 5927.414062
	Iteration 26Q: 3 clusters Score -1.91694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19169436.000000 Penalty: 5927.414062
	Iteration 27Q: 3 clusters Score -1.916944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19169448.000000 Penalty: 5927.414062
	Iteration 28Q: 3 clusters Score -1.916945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19169480.000000 Penalty: 5927.414062
	Iteration 29Q: 3 clusters Score -1.916948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19169498.000000 Penalty: 5927.414062
	Iteration 30Q: 3 clusters Score -1.91695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19169508.000000 Penalty: 5927.414062
	Iteration 31Q: 3 clusters Score -1.916951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19169510.000000 Penalty: 5927.414062
	Iteration 32Q: 3 clusters Score -1.916951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19169522.000000 Penalty: 5927.414062
	Iteration 33Q: 3 clusters Score -1.916952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19169512.000000 Penalty: 5927.414062
	Iteration 34Q: 3 clusters Score -1.916951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19169502.000000 Penalty: 5927.414062
	Iteration 35Q: 3 clusters Score -1.91695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19169492.000000 Penalty: 5927.414062
	Iteration 36Q: 3 clusters Score -1.916949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19169498.000000 Penalty: 5927.414062
	Iteration 37Q: 3 clusters Score -1.91695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19169488.000000 Penalty: 5927.414062
	Iteration 38Q: 3 clusters Score -1.916949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19169502.000000 Penalty: 5927.414062
	Iteration 39Q: 3 clusters Score -1.91695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19169476.000000 Penalty: 5927.414062
	Iteration 40F: 3 clusters Score -1.916948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19169476.000000 Penalty: 5927.414062
	Iteration 41Q: 3 clusters Score -1.916948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19169494.000000 Penalty: 5927.414062
	Iteration 42Q: 3 clusters Score -1.916949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19169488.000000 Penalty: 5927.414062
	Iteration 43Q: 3 clusters Score -1.916949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19169500.000000 Penalty: 5927.414062
	Iteration 44Q: 3 clusters Score -1.91695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19169516.000000 Penalty: 5927.414062
	Iteration 45Q: 3 clusters Score -1.916952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19169508.000000 Penalty: 5927.414062
	Iteration 46Q: 3 clusters Score -1.916951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19169508.000000 Penalty: 5927.414062
	Iteration 47F: 3 clusters Score -1.916951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Entering Unmasked Estep 
Score: -3810180.500000 Penalty: 2576.478271
	Iteration 0F: 2 clusters Score -3810180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3788093.000000 Penalty: 5152.956543
	Iteration 0F: 3 clusters Score -3788093 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3796436.250000 Penalty: 5152.956543
	Iteration 1F: 3 clusters Score -3796436 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3797122.500000 Penalty: 5152.956543
	Iteration 2F: 3 clusters Score -3797122 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3797819.500000 Penalty: 5152.956543
	Iteration 3F: 3 clusters Score -3797820 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3798595.250000 Penalty: 5152.956543
	Iteration 4Q: 3 clusters Score -3798595 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3799471.500000 Penalty: 5152.956543
	Iteration 5F: 3 clusters Score -3799472 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3800509.500000 Penalty: 5152.956543
	Iteration 6F: 3 clusters Score -3800510 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3801736.750000 Penalty: 5152.956543
	Iteration 7F: 3 clusters Score -3801737 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3803042.250000 Penalty: 5152.956543
	Iteration 8F: 3 clusters Score -3803042 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3804203.500000 Penalty: 5152.956543
	Iteration 9Q: 3 clusters Score -3804204 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3805192.250000 Penalty: 5152.956543
	Iteration 10Q: 3 clusters Score -3805192 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3805994.250000 Penalty: 5152.956543
	Iteration 11Q: 3 clusters Score -3805994 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3806592.500000 Penalty: 5152.956543
	Iteration 12Q: 3 clusters Score -3806592 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3807015.500000 Penalty: 5152.956543
	Iteration 13Q: 3 clusters Score -3807016 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3807353.250000 Penalty: 5152.956543
	Iteration 14Q: 3 clusters Score -3807353 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3807620.500000 Penalty: 5152.956543
	Iteration 15Q: 3 clusters Score -3807620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3807791.000000 Penalty: 5152.956543
	Iteration 16Q: 3 clusters Score -3807791 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3807906.000000 Penalty: 5152.956543
	Iteration 17Q: 3 clusters Score -3807906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3807994.500000 Penalty: 5152.956543
	Iteration 18Q: 3 clusters Score -3807994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3808055.000000 Penalty: 5152.956543
	Iteration 19Q: 3 clusters Score -3808055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3808120.750000 Penalty: 5152.956543
	Iteration 20F: 3 clusters Score -3808121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3808172.500000 Penalty: 5152.956543
	Iteration 21Q: 3 clusters Score -3808172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3808230.000000 Penalty: 5152.956543
	Iteration 22Q: 3 clusters Score -3808230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3808277.500000 Penalty: 5152.956543
	Iteration 23Q: 3 clusters Score -3808278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3808310.000000 Penalty: 5152.956543
	Iteration 24Q: 3 clusters Score -3808310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3808339.000000 Penalty: 5152.956543
	Iteration 25Q: 3 clusters Score -3808339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3808348.500000 Penalty: 5152.956543
	Iteration 26Q: 3 clusters Score -3808348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3808377.000000 Penalty: 5152.956543
	Iteration 27Q: 3 clusters Score -3808377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3808399.000000 Penalty: 5152.956543
	Iteration 28Q: 3 clusters Score -3808399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3808421.000000 Penalty: 5152.956543
	Iteration 29Q: 3 clusters Score -3808421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3808434.250000 Penalty: 5152.956543
	Iteration 30Q: 3 clusters Score -3808434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3808447.750000 Penalty: 5152.956543
	Iteration 31Q: 3 clusters Score -3808448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3808456.250000 Penalty: 5152.956543
	Iteration 32Q: 3 clusters Score -3808456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3808463.750000 Penalty: 5152.956543
	Iteration 33Q: 3 clusters Score -3808464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3808485.500000 Penalty: 5152.956543
	Iteration 34Q: 3 clusters Score -3808486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3808480.000000 Penalty: 5152.956543
	Iteration 35Q: 3 clusters Score -3808480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3808490.250000 Penalty: 5152.956543
	Iteration 36Q: 3 clusters Score -3808490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3808505.000000 Penalty: 5152.956543
	Iteration 37Q: 3 clusters Score -3808505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3808511.750000 Penalty: 5152.956543
	Iteration 38Q: 3 clusters Score -3808512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3808515.250000 Penalty: 5152.956543
	Iteration 39Q: 3 clusters Score -3808515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3808516.250000 Penalty: 5152.956543
	Iteration 40F: 3 clusters Score -3808516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3808520.250000 Penalty: 5152.956543
	Iteration 41Q: 3 clusters Score -3808520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3808524.000000 Penalty: 5152.956543
	Iteration 42Q: 3 clusters Score -3808524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3808522.500000 Penalty: 5152.956543
	Iteration 43Q: 3 clusters Score -3808522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3808531.000000 Penalty: 5152.956543
	Iteration 44Q: 3 clusters Score -3808531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3808534.250000 Penalty: 5152.956543
	Iteration 45Q: 3 clusters Score -3808534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3808530.250000 Penalty: 5152.956543
	Iteration 46Q: 3 clusters Score -3808530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3808531.750000 Penalty: 5152.956543
	Iteration 47Q: 3 clusters Score -3808532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3808532.250000 Penalty: 5152.956543
	Iteration 48Q: 3 clusters Score -3808532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3808534.500000 Penalty: 5152.956543
	Iteration 49Q: 3 clusters Score -3808534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3808540.750000 Penalty: 5152.956543
	Iteration 50Q: 3 clusters Score -3808541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3808543.500000 Penalty: 5152.956543
	Iteration 51Q: 3 clusters Score -3808544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3808546.500000 Penalty: 5152.956543
	Iteration 52Q: 3 clusters Score -3808546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3808547.250000 Penalty: 5152.956543
	Iteration 53Q: 3 clusters Score -3808547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3808551.000000 Penalty: 5152.956543
	Iteration 54Q: 3 clusters Score -3808551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3808549.250000 Penalty: 5152.956543
	Iteration 55Q: 3 clusters Score -3808549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3808557.000000 Penalty: 5152.956543
	Iteration 56Q: 3 clusters Score -3808557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3808558.750000 Penalty: 5152.956543
	Iteration 57Q: 3 clusters Score -3808559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3808560.250000 Penalty: 5152.956543
	Iteration 58Q: 3 clusters Score -3808560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3808563.000000 Penalty: 5152.956543
	Iteration 59Q: 3 clusters Score -3808563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3808564.500000 Penalty: 5152.956543
	Iteration 60F: 3 clusters Score -3808564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3808572.500000 Penalty: 5152.956543
	Iteration 61Q: 3 clusters Score -3808572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3808582.500000 Penalty: 5152.956543
	Iteration 62Q: 3 clusters Score -3808582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3808585.500000 Penalty: 5152.956543
	Iteration 63Q: 3 clusters Score -3808586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3808584.000000 Penalty: 5152.956543
	Iteration 64Q: 3 clusters Score -3808584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3808585.750000 Penalty: 5152.956543
	Iteration 65Q: 3 clusters Score -3808586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3808592.250000 Penalty: 5152.956543
	Iteration 66Q: 3 clusters Score -3808592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3808593.000000 Penalty: 5152.956543
	Iteration 67Q: 3 clusters Score -3808593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3808597.000000 Penalty: 5152.956543
	Iteration 68Q: 3 clusters Score -3808597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3808598.750000 Penalty: 5152.956543
	Iteration 69Q: 3 clusters Score -3808599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3808596.000000 Penalty: 5152.956543
	Iteration 70Q: 3 clusters Score -3808596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3808594.250000 Penalty: 5152.956543
	Iteration 71Q: 3 clusters Score -3808594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3808596.000000 Penalty: 5152.956543
	Iteration 72Q: 3 clusters Score -3808596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3808597.000000 Penalty: 5152.956543
	Iteration 73Q: 3 clusters Score -3808597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3808599.000000 Penalty: 5152.956543
	Iteration 74Q: 3 clusters Score -3808599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3808602.500000 Penalty: 5152.956543
	Iteration 75Q: 3 clusters Score -3808602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3808603.250000 Penalty: 5152.956543
	Iteration 76Q: 3 clusters Score -3808603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3808605.250000 Penalty: 5152.956543
	Iteration 77Q: 3 clusters Score -3808605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3808605.250000 Penalty: 5152.956543
	Iteration 78F: 3 clusters Score -3808605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64626.203125 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64626.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64963.117188 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64963.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65165.683594 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65165.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65328.519531 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65328.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65553.781250 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65553.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65765.710938 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65765.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65998.500000 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65998.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66063.671875 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -66063.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66102.804688 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -66102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66118.062500 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -66118.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66119.828125 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -66119.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66119.828125 Penalty: 3223.894287
	Iteration 11F: 3 clusters Score -66119.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Entering Unmasked Estep 
Score: -4845008.500000 Penalty: 2622.258301
	Iteration 0F: 2 clusters Score -4845008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4818498.500000 Penalty: 5244.516602
	Iteration 0F: 3 clusters Score -4818498 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4828354.000000 Penalty: 5244.516602
	Iteration 1F: 3 clusters Score -4828354 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4828980.500000 Penalty: 5244.516602
	Iteration 2Q: 3 clusters Score -4828980 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4829708.500000 Penalty: 5244.516602
	Iteration 3Q: 3 clusters Score -4829708 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4830501.500000 Penalty: 5244.516602
	Iteration 4Q: 3 clusters Score -4830502 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4831439.500000 Penalty: 5244.516602
	Iteration 5Q: 3 clusters Score -4831440 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4832439.500000 Penalty: 5244.516602
	Iteration 6F: 3 clusters Score -4832440 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4833463.500000 Penalty: 5244.516602
	Iteration 7F: 3 clusters Score -4833464 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4834529.000000 Penalty: 5244.516602
	Iteration 8Q: 3 clusters Score -4834529 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4835637.000000 Penalty: 5244.516602
	Iteration 9Q: 3 clusters Score -4835637 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4836679.000000 Penalty: 5244.516602
	Iteration 10Q: 3 clusters Score -4836679 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4837647.000000 Penalty: 5244.516602
	Iteration 11Q: 3 clusters Score -4837647 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4838587 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4839366 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4840131.500000 Penalty: 5244.516602
	Iteration 14Q: 3 clusters Score -4840132 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4840976.500000 Penalty: 5244.516602
	Iteration 15Q: 3 clusters Score -4840976 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4841825.000000 Penalty: 5244.516602
	Iteration 16Q: 3 clusters Score -4841825 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4842474.500000 Penalty: 5244.516602
	Iteration 17Q: 3 clusters Score -4842474 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4842953.500000 Penalty: 5244.516602
	Iteration 18Q: 3 clusters Score -4842954 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4843213.500000 Penalty: 5244.516602
	Iteration 19Q: 3 clusters Score -4843214 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4843349.500000 Penalty: 5244.516602
	Iteration 20F: 3 clusters Score -4843350 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4843459.500000 Penalty: 5244.516602
	Iteration 21Q: 3 clusters Score -4843460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4843546.000000 Penalty: 5244.516602
	Iteration 22Q: 3 clusters Score -4843546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4843606.000000 Penalty: 5244.516602
	Iteration 23Q: 3 clusters Score -4843606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4843654.500000 Penalty: 5244.516602
	Iteration 24Q: 3 clusters Score -4843654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4843692.500000 Penalty: 5244.516602
	Iteration 25Q: 3 clusters Score -4843692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4843727.000000 Penalty: 5244.516602
	Iteration 26Q: 3 clusters Score -4843727 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4843761.000000 Penalty: 5244.516602
	Iteration 27Q: 3 clusters Score -4843761 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4843819.500000 Penalty: 5244.516602
	Iteration 28Q: 3 clusters Score -4843820 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4843885.000000 Penalty: 5244.516602
	Iteration 29Q: 3 clusters Score -4843885 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4843934.500000 Penalty: 5244.516602
	Iteration 30Q: 3 clusters Score -4843934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4843989.000000 Penalty: 5244.516602
	Iteration 31Q: 3 clusters Score -4843989 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4844031.000000 Penalty: 5244.516602
	Iteration 32Q: 3 clusters Score -4844031 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4844116.000000 Penalty: 5244.516602
	Iteration 33Q: 3 clusters Score -4844116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4844183.500000 Penalty: 5244.516602
	Iteration 34Q: 3 clusters Score -4844184 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4844294 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4844450.000000 Penalty: 5244.516602
	Iteration 36Q: 3 clusters Score -4844450 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4844578.500000 Penalty: 5244.516602
	Iteration 37Q: 3 clusters Score -4844578 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4844655.000000 Penalty: 5244.516602
	Iteration 38Q: 3 clusters Score -4844655 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4844740.500000 Penalty: 5244.516602
	Iteration 39Q: 3 clusters Score -4844740 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4844806.500000 Penalty: 5244.516602
	Iteration 40F: 3 clusters Score -4844806 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4844850.500000 Penalty: 5244.516602
	Iteration 41Q: 3 clusters Score -4844850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4844903.500000 Penalty: 5244.516602
	Iteration 42Q: 3 clusters Score -4844904 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4844939.500000 Penalty: 5244.516602
	Iteration 43Q: 3 clusters Score -4844940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4844973.500000 Penalty: 5244.516602
	Iteration 44Q: 3 clusters Score -4844974 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4845006.500000 Penalty: 5244.516602
	Iteration 45Q: 3 clusters Score -4845006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4845017.500000 Penalty: 5244.516602
	Iteration 46Q: 3 clusters Score -4845018 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4845036.500000 Penalty: 5244.516602
	Iteration 47Q: 3 clusters Score -4845036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4845041.000000 Penalty: 5244.516602
	Iteration 48Q: 3 clusters Score -4845041 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4845066.000000 Penalty: 5244.516602
	Iteration 49Q: 3 clusters Score -4845066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -4845083.500000 Penalty: 5244.516602
	Iteration 50Q: 3 clusters Score -4845084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4845085.000000 Penalty: 5244.516602
	Iteration 51Q: 3 clusters Score -4845085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4845109.500000 Penalty: 5244.516602
	Iteration 52Q: 3 clusters Score -4845110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4845125.000000 Penalty: 5244.516602
	Iteration 53Q: 3 clusters Score -4845125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4845141.500000 Penalty: 5244.516602
	Iteration 54Q: 3 clusters Score -4845142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4845176.500000 Penalty: 5244.516602
	Iteration 55Q: 3 clusters Score -4845176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4845204.000000 Penalty: 5244.516602
	Iteration 56Q: 3 clusters Score -4845204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4845196.000000 Penalty: 5244.516602
	Iteration 57Q: 3 clusters Score -4845196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4845205.000000 Penalty: 5244.516602
	Iteration 58Q: 3 clusters Score -4845205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4845219.000000 Penalty: 5244.516602
	Iteration 59Q: 3 clusters Score -4845219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4845221.500000 Penalty: 5244.516602
	Iteration 60F: 3 clusters Score -4845222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4845234.000000 Penalty: 5244.516602
	Iteration 61Q: 3 clusters Score -4845234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4845237.000000 Penalty: 5244.516602
	Iteration 62Q: 3 clusters Score -4845237 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4845244.500000 Penalty: 5244.516602
	Iteration 63Q: 3 clusters Score -4845244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -4845251.500000 Penalty: 5244.516602
	Iteration 64Q: 3 clusters Score -4845252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4845257.500000 Penalty: 5244.516602
	Iteration 65Q: 3 clusters Score -4845258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4845263.000000 Penalty: 5244.516602
	Iteration 66Q: 3 clusters Score -4845263 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4845267.000000 Penalty: 5244.516602
	Iteration 67Q: 3 clusters Score -4845267 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4845273.500000 Penalty: 5244.516602
	Iteration 68Q: 3 clusters Score -4845274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4845269.500000 Penalty: 5244.516602
	Iteration 69Q: 3 clusters Score -4845270 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4845271.500000 Penalty: 5244.516602
	Iteration 70Q: 3 clusters Score -4845272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4845276.000000 Penalty: 5244.516602
	Iteration 71Q: 3 clusters Score -4845276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4845273.500000 Penalty: 5244.516602
	Iteration 72Q: 3 clusters Score -4845274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4845281.500000 Penalty: 5244.516602
	Iteration 73Q: 3 clusters Score -4845282 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4845280.500000 Penalty: 5244.516602
	Iteration 74Q: 3 clusters Score -4845280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4845281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4845281.500000 Penalty: 5244.516602
	Iteration 76Q: 3 clusters Score -4845282 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -4845284.500000 Penalty: 5244.516602
	Iteration 77Q: 3 clusters Score -4845284 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4845282 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4845291.000000 Penalty: 5244.516602
	Iteration 79Q: 3 clusters Score -4845291 nChanged 18
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -4845294.000000 Penalty: 5244.516602
	Iteration 80F: 3 clusters Score -4845294 nChanged 18
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Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4845296 nChanged 23
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Mstep: Class 1 contains 12530 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4845300 nChanged 28
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Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4845294.500000 Penalty: 5244.516602
	Iteration 83Q: 3 clusters Score -4845294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -4845289.000000 Penalty: 5244.516602
	Iteration 84Q: 3 clusters Score -4845289 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4845288.500000 Penalty: 5244.516602
	Iteration 85Q: 3 clusters Score -4845288 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -4845281.000000 Penalty: 5244.516602
	Iteration 86Q: 3 clusters Score -4845281 nChanged 17
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Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4845287.000000 Penalty: 5244.516602
	Iteration 87Q: 3 clusters Score -4845287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4845283.500000 Penalty: 5244.516602
	Iteration 88Q: 3 clusters Score -4845284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4845296 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4845293.500000 Penalty: 5244.516602
	Iteration 90Q: 3 clusters Score -4845294 nChanged 7
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Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4845297.000000 Penalty: 5244.516602
	Iteration 91Q: 3 clusters Score -4845297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4845297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -4845292.500000 Penalty: 5244.516602
	Iteration 93Q: 3 clusters Score -4845292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4845294 nChanged 2
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Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4845294 nChanged 1
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Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4845295 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4845293 nChanged 1
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Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4845296 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4845293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4845294.500000 Penalty: 5244.516602
	Iteration 100F: 3 clusters Score -4845294 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4845294 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4845297 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4845296 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4845294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4845300.500000 Penalty: 5244.516602
	Iteration 105Q: 3 clusters Score -4845300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4845301.500000 Penalty: 5244.516602
	Iteration 106Q: 3 clusters Score -4845302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4845298.500000 Penalty: 5244.516602
	Iteration 107Q: 3 clusters Score -4845298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4845302.000000 Penalty: 5244.516602
	Iteration 108Q: 3 clusters Score -4845302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4845305.000000 Penalty: 5244.516602
	Iteration 109Q: 3 clusters Score -4845305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4845306.500000 Penalty: 5244.516602
	Iteration 110Q: 3 clusters Score -4845306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4845307.500000 Penalty: 5244.516602
	Iteration 111Q: 3 clusters Score -4845308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4845301.000000 Penalty: 5244.516602
	Iteration 112Q: 3 clusters Score -4845301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4845307.500000 Penalty: 5244.516602
	Iteration 113Q: 3 clusters Score -4845308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4845308.500000 Penalty: 5244.516602
	Iteration 114Q: 3 clusters Score -4845308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4845309.500000 Penalty: 5244.516602
	Iteration 115Q: 3 clusters Score -4845310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4845309.500000 Penalty: 5244.516602
	Iteration 116Q: 3 clusters Score -4845310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4845313.500000 Penalty: 5244.516602
	Iteration 117Q: 3 clusters Score -4845314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -4845308.500000 Penalty: 5244.516602
	Iteration 118Q: 3 clusters Score -4845308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4845311.000000 Penalty: 5244.516602
	Iteration 119Q: 3 clusters Score -4845311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4845305.500000 Penalty: 5244.516602
	Iteration 120F: 3 clusters Score -4845306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4845307.500000 Penalty: 5244.516602
	Iteration 121Q: 3 clusters Score -4845308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4845303.500000 Penalty: 5244.516602
	Iteration 122Q: 3 clusters Score -4845304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4845302.500000 Penalty: 5244.516602
	Iteration 123Q: 3 clusters Score -4845302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4845305.000000 Penalty: 5244.516602
	Iteration 124Q: 3 clusters Score -4845305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4845305.500000 Penalty: 5244.516602
	Iteration 125Q: 3 clusters Score -4845306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4845301.500000 Penalty: 5244.516602
	Iteration 126Q: 3 clusters Score -4845302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4845303.500000 Penalty: 5244.516602
	Iteration 127Q: 3 clusters Score -4845304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4845310.000000 Penalty: 5244.516602
	Iteration 128Q: 3 clusters Score -4845310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -4845319.500000 Penalty: 5244.516602
	Iteration 129Q: 3 clusters Score -4845320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4845316.000000 Penalty: 5244.516602
	Iteration 130Q: 3 clusters Score -4845316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4845314.000000 Penalty: 5244.516602
	Iteration 131Q: 3 clusters Score -4845314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4845311.500000 Penalty: 5244.516602
	Iteration 132Q: 3 clusters Score -4845312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4845313.000000 Penalty: 5244.516602
	Iteration 133Q: 3 clusters Score -4845313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4845312.500000 Penalty: 5244.516602
	Iteration 134Q: 3 clusters Score -4845312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4845313.500000 Penalty: 5244.516602
	Iteration 135Q: 3 clusters Score -4845314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4845313.500000 Penalty: 5244.516602
	Iteration 136Q: 3 clusters Score -4845314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4845307.500000 Penalty: 5244.516602
	Iteration 137Q: 3 clusters Score -4845308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4845307.000000 Penalty: 5244.516602
	Iteration 138Q: 3 clusters Score -4845307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -4845307.000000 Penalty: 5244.516602
	Iteration 139F: 3 clusters Score -4845307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 118275 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 300448 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154884 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 12228 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5863 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 110548 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 6963 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47013 members 
Mstep: Class 49 contains 26862 members 
Entering Unmasked Estep 
Score: -142008560.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142009552.000000 to -142008560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -189707.156250 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -189707.2 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 853 members 
Entering Unmasked Estep 
Score: -187311.140625 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -187311.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -187850.281250 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -187850.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -188077.687500 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -188077.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -188225.125000 Penalty: 3692.347412
	Iteration 3F: 3 clusters Score -188225.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -188354.640625 Penalty: 3692.347412
	Iteration 4F: 3 clusters Score -188354.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -188500.593750 Penalty: 3692.347412
	Iteration 5F: 3 clusters Score -188500.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -188642.656250 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -188642.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -188792.828125 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -188792.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -188916.609375 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -188916.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -189048.609375 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -189048.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -189142.031250 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -189142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189250.156250 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -189250.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -189409.375000 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -189409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -189522.171875 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -189522.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -189602.500000 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -189602.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -189670.203125 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -189670.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -189740.000000 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -189740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -189807.453125 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -189807.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -189865.640625 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -189865.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -189910.546875 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -189910.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189927.531250 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -189927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189935.093750 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -189935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189940.406250 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -189940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189943.187500 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -189943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189945.796875 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -189945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189948.531250 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -189948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -189950.171875 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -189950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -189951.593750 Penalty: 3692.347412
	Iteration 27Q: 3 clusters Score -189951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189954.859375 Penalty: 3692.347412
	Iteration 28Q: 3 clusters Score -189954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189958.656250 Penalty: 3692.347412
	Iteration 29Q: 3 clusters Score -189958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189969.640625 Penalty: 3692.347412
	Iteration 30Q: 3 clusters Score -189969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -189983.750000 Penalty: 3692.347412
	Iteration 31Q: 3 clusters Score -189983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -189999.781250 Penalty: 3692.347412
	Iteration 32Q: 3 clusters Score -189999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190024.546875 Penalty: 3692.347412
	Iteration 33Q: 3 clusters Score -190024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -190052.140625 Penalty: 3692.347412
	Iteration 34Q: 3 clusters Score -190052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190064.828125 Penalty: 3692.347412
	Iteration 35Q: 3 clusters Score -190064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -190075.281250 Penalty: 3692.347412
	Iteration 36Q: 3 clusters Score -190075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -190083.921875 Penalty: 3692.347412
	Iteration 37Q: 3 clusters Score -190083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -190089.796875 Penalty: 3692.347412
	Iteration 38Q: 3 clusters Score -190089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -190094.218750 Penalty: 3692.347412
	Iteration 39Q: 3 clusters Score -190094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190097.078125 Penalty: 3692.347412
	Iteration 40F: 3 clusters Score -190097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -190098.953125 Penalty: 3692.347412
	Iteration 41Q: 3 clusters Score -190099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190102.156250 Penalty: 3692.347412
	Iteration 42Q: 3 clusters Score -190102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -190103.265625 Penalty: 3692.347412
	Iteration 43Q: 3 clusters Score -190103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -190103.265625 Penalty: 3692.347412
	Iteration 44F: 3 clusters Score -190103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 118275 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 300448 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154884 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39090 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5863 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 110548 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 6963 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47013 members 
Mstep: Class 49 contains 1092 members 
Entering Unmasked Estep 
Score: -142007808.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142009552.000000 to -142007808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (19055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Entering Unmasked Estep 
Score: -2426526.250000 Penalty: 2444.061035
	Iteration 0F: 2 clusters Score -2426526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2413175.500000 Penalty: 4888.122070
	Iteration 0F: 3 clusters Score -2413176 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2417611.000000 Penalty: 4888.122070
	Iteration 1F: 3 clusters Score -2417611 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2418022.000000 Penalty: 4888.122070
	Iteration 2F: 3 clusters Score -2418022 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2418436.750000 Penalty: 4888.122070
	Iteration 3Q: 3 clusters Score -2418437 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2418923.250000 Penalty: 4888.122070
	Iteration 4F: 3 clusters Score -2418923 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2419618.750000 Penalty: 4888.122070
	Iteration 5F: 3 clusters Score -2419619 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2420503.500000 Penalty: 4888.122070
	Iteration 6F: 3 clusters Score -2420504 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2421592.000000 Penalty: 4888.122070
	Iteration 7F: 3 clusters Score -2421592 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2422721.250000 Penalty: 4888.122070
	Iteration 8F: 3 clusters Score -2422721 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2423571.000000 Penalty: 4888.122070
	Iteration 9Q: 3 clusters Score -2423571 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2423987.500000 Penalty: 4888.122070
	Iteration 10Q: 3 clusters Score -2423988 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2424184.500000 Penalty: 4888.122070
	Iteration 11Q: 3 clusters Score -2424184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2424278.000000 Penalty: 4888.122070
	Iteration 12Q: 3 clusters Score -2424278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2424334.000000 Penalty: 4888.122070
	Iteration 13Q: 3 clusters Score -2424334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2424378.750000 Penalty: 4888.122070
	Iteration 14Q: 3 clusters Score -2424379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2424414.500000 Penalty: 4888.122070
	Iteration 15Q: 3 clusters Score -2424414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2424437.250000 Penalty: 4888.122070
	Iteration 16Q: 3 clusters Score -2424437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2424446.250000 Penalty: 4888.122070
	Iteration 17Q: 3 clusters Score -2424446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2424444.250000 Penalty: 4888.122070
	Iteration 18Q: 3 clusters Score -2424444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2424448.000000 Penalty: 4888.122070
	Iteration 19Q: 3 clusters Score -2424448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2424457.750000 Penalty: 4888.122070
	Iteration 20F: 3 clusters Score -2424458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2424460.500000 Penalty: 4888.122070
	Iteration 21Q: 3 clusters Score -2424460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2424460.250000 Penalty: 4888.122070
	Iteration 22Q: 3 clusters Score -2424460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2424462.500000 Penalty: 4888.122070
	Iteration 23Q: 3 clusters Score -2424462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2424464.500000 Penalty: 4888.122070
	Iteration 24Q: 3 clusters Score -2424464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2424468.500000 Penalty: 4888.122070
	Iteration 25Q: 3 clusters Score -2424468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2424472.500000 Penalty: 4888.122070
	Iteration 26Q: 3 clusters Score -2424472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2424472.500000 Penalty: 4888.122070
	Iteration 27F: 3 clusters Score -2424472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29889.207031 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29889.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30154.041016 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30154.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30270.917969 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -30270.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30347.666016 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30347.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30373.505859 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30373.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30388.027344 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30388.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30394.607422 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30394.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30396.253906 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30396.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30412.554688 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -30412.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30422.199219 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -30422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30424.515625 Penalty: 2862.634766
	Iteration 10Q: 3 clusters Score -30424.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30424.515625 Penalty: 2862.634766
	Iteration 11F: 3 clusters Score -30424.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1320870.750000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1320871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1312448.625000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1312449 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1315027.375000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1315027 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1315366.375000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1315366 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1315614.000000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1315614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1315860.750000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1315861 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1316102.875000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1316103 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1316377.875000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1316378 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1316707.750000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1316708 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1317092.125000 Penalty: 4616.188477
	Iteration 8F: 3 clusters Score -1317092 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1317482.125000 Penalty: 4616.188477
	Iteration 9F: 3 clusters Score -1317482 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1317846.125000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1317846 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1318189.125000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1318189 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1318433.375000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1318433 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1318638.250000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1318638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1318796.875000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1318797 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1318940.000000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1318940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1319072.875000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1319073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1319179.250000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1319179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1319258.250000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1319258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1319314.750000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1319315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1319368.875000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1319369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1319410.625000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1319411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1319443.000000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1319443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1319468.750000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1319469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1319496.750000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1319497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1319505.375000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1319505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1319522.250000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1319522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1319532.875000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1319533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1319544.500000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1319544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1319555.000000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1319555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1319559.250000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1319559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1319563.500000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1319564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1319569.250000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1319569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1319569.625000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1319570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1319569.875000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1319570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1319572.125000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1319572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1319572.500000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1319572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1319572.500000 Penalty: 4616.188477
	Iteration 37F: 3 clusters Score -1319572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Entering Unmasked Estep 
Score: -1591777.375000 Penalty: 2349.612061
	Iteration 0F: 2 clusters Score -1591777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1582134.625000 Penalty: 4699.224121
	Iteration 0F: 3 clusters Score -1582135 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1585207.000000 Penalty: 4699.224121
	Iteration 1F: 3 clusters Score -1585207 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1585620.625000 Penalty: 4699.224121
	Iteration 2F: 3 clusters Score -1585621 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1586076.000000 Penalty: 4699.224121
	Iteration 3F: 3 clusters Score -1586076 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1586581.625000 Penalty: 4699.224121
	Iteration 4F: 3 clusters Score -1586582 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1587071.625000 Penalty: 4699.224121
	Iteration 5F: 3 clusters Score -1587072 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1587651.875000 Penalty: 4699.224121
	Iteration 6F: 3 clusters Score -1587652 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1588310.625000 Penalty: 4699.224121
	Iteration 7F: 3 clusters Score -1588311 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1588968.875000 Penalty: 4699.224121
	Iteration 8F: 3 clusters Score -1588969 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1589501.500000 Penalty: 4699.224121
	Iteration 9F: 3 clusters Score -1589502 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1589866.750000 Penalty: 4699.224121
	Iteration 10Q: 3 clusters Score -1589867 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1590073.875000 Penalty: 4699.224121
	Iteration 11Q: 3 clusters Score -1590074 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1590208.500000 Penalty: 4699.224121
	Iteration 12Q: 3 clusters Score -1590208 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1590299.500000 Penalty: 4699.224121
	Iteration 13Q: 3 clusters Score -1590300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1590388.375000 Penalty: 4699.224121
	Iteration 14Q: 3 clusters Score -1590388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1590488.875000 Penalty: 4699.224121
	Iteration 15Q: 3 clusters Score -1590489 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1590575.000000 Penalty: 4699.224121
	Iteration 16Q: 3 clusters Score -1590575 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1590647.625000 Penalty: 4699.224121
	Iteration 17Q: 3 clusters Score -1590648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1590713.875000 Penalty: 4699.224121
	Iteration 18Q: 3 clusters Score -1590714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1590766.375000 Penalty: 4699.224121
	Iteration 19Q: 3 clusters Score -1590766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1590803.875000 Penalty: 4699.224121
	Iteration 20F: 3 clusters Score -1590804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1590838.125000 Penalty: 4699.224121
	Iteration 21Q: 3 clusters Score -1590838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1590871.750000 Penalty: 4699.224121
	Iteration 22Q: 3 clusters Score -1590872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1590906.625000 Penalty: 4699.224121
	Iteration 23Q: 3 clusters Score -1590907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1590938.125000 Penalty: 4699.224121
	Iteration 24Q: 3 clusters Score -1590938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1590961.375000 Penalty: 4699.224121
	Iteration 25Q: 3 clusters Score -1590961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1590983.250000 Penalty: 4699.224121
	Iteration 26Q: 3 clusters Score -1590983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1591002.500000 Penalty: 4699.224121
	Iteration 27Q: 3 clusters Score -1591002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1591027.000000 Penalty: 4699.224121
	Iteration 28Q: 3 clusters Score -1591027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1591038.750000 Penalty: 4699.224121
	Iteration 29Q: 3 clusters Score -1591039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1591060.500000 Penalty: 4699.224121
	Iteration 30Q: 3 clusters Score -1591060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1591069.250000 Penalty: 4699.224121
	Iteration 31Q: 3 clusters Score -1591069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1591079.750000 Penalty: 4699.224121
	Iteration 32Q: 3 clusters Score -1591080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1591088.625000 Penalty: 4699.224121
	Iteration 33Q: 3 clusters Score -1591089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1591093.375000 Penalty: 4699.224121
	Iteration 34Q: 3 clusters Score -1591093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1591096.625000 Penalty: 4699.224121
	Iteration 35Q: 3 clusters Score -1591097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1591107.250000 Penalty: 4699.224121
	Iteration 36Q: 3 clusters Score -1591107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1591112.500000 Penalty: 4699.224121
	Iteration 37Q: 3 clusters Score -1591112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1591127.750000 Penalty: 4699.224121
	Iteration 38Q: 3 clusters Score -1591128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1591137.500000 Penalty: 4699.224121
	Iteration 39Q: 3 clusters Score -1591138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1591148.000000 Penalty: 4699.224121
	Iteration 40F: 3 clusters Score -1591148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1591153.000000 Penalty: 4699.224121
	Iteration 41Q: 3 clusters Score -1591153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1591153.250000 Penalty: 4699.224121
	Iteration 42Q: 3 clusters Score -1591153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1591156.000000 Penalty: 4699.224121
	Iteration 43Q: 3 clusters Score -1591156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1591158.625000 Penalty: 4699.224121
	Iteration 44Q: 3 clusters Score -1591159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1591164.750000 Penalty: 4699.224121
	Iteration 45Q: 3 clusters Score -1591165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1591168.125000 Penalty: 4699.224121
	Iteration 46Q: 3 clusters Score -1591168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1591170.000000 Penalty: 4699.224121
	Iteration 47Q: 3 clusters Score -1591170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1591168.375000 Penalty: 4699.224121
	Iteration 48Q: 3 clusters Score -1591168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1591169.250000 Penalty: 4699.224121
	Iteration 49Q: 3 clusters Score -1591169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1591169.625000 Penalty: 4699.224121
	Iteration 50Q: 3 clusters Score -1591170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1591169.125000 Penalty: 4699.224121
	Iteration 51Q: 3 clusters Score -1591169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1591171.625000 Penalty: 4699.224121
	Iteration 52Q: 3 clusters Score -1591172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1591175.875000 Penalty: 4699.224121
	Iteration 53Q: 3 clusters Score -1591176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1591175.000000 Penalty: 4699.224121
	Iteration 54Q: 3 clusters Score -1591175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1591174.000000 Penalty: 4699.224121
	Iteration 55Q: 3 clusters Score -1591174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1591174.000000 Penalty: 4699.224121
	Iteration 56F: 3 clusters Score -1591174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -408474.437500 Penalty: 2005.505981
	Iteration 0F: 2 clusters Score -408474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -405059.500000 Penalty: 4011.011963
	Iteration 0F: 3 clusters Score -405059.5 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -405808.125000 Penalty: 4011.011963
	Iteration 1F: 3 clusters Score -405808.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -405980.500000 Penalty: 4011.011963
	Iteration 2F: 3 clusters Score -405980.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -406099.468750 Penalty: 4011.011963
	Iteration 3F: 3 clusters Score -406099.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -406185.531250 Penalty: 4011.011963
	Iteration 4Q: 3 clusters Score -406185.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -406290.437500 Penalty: 4011.011963
	Iteration 5Q: 3 clusters Score -406290.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -406389.468750 Penalty: 4011.011963
	Iteration 6Q: 3 clusters Score -406389.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -406471.750000 Penalty: 4011.011963
	Iteration 7Q: 3 clusters Score -406471.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -406540.500000 Penalty: 4011.011963
	Iteration 8Q: 3 clusters Score -406540.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -406603.437500 Penalty: 4011.011963
	Iteration 9Q: 3 clusters Score -406603.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -406658.562500 Penalty: 4011.011963
	Iteration 10Q: 3 clusters Score -406658.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -406702.500000 Penalty: 4011.011963
	Iteration 11Q: 3 clusters Score -406702.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -406741.968750 Penalty: 4011.011963
	Iteration 12Q: 3 clusters Score -406742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -406780.125000 Penalty: 4011.011963
	Iteration 13Q: 3 clusters Score -406780.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -406810.250000 Penalty: 4011.011963
	Iteration 14Q: 3 clusters Score -406810.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -406833.312500 Penalty: 4011.011963
	Iteration 15Q: 3 clusters Score -406833.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -406855.468750 Penalty: 4011.011963
	Iteration 16Q: 3 clusters Score -406855.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -406868.906250 Penalty: 4011.011963
	Iteration 17Q: 3 clusters Score -406868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -406873.093750 Penalty: 4011.011963
	Iteration 18Q: 3 clusters Score -406873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -406875.156250 Penalty: 4011.011963
	Iteration 19Q: 3 clusters Score -406875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -406876.781250 Penalty: 4011.011963
	Iteration 20F: 3 clusters Score -406876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -715356.375000 Penalty: 2143.887207
	Iteration 0F: 2 clusters Score -715356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -710417.750000 Penalty: 4287.774414
	Iteration 0F: 3 clusters Score -710417.8 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -711664.562500 Penalty: 4287.774414
	Iteration 1F: 3 clusters Score -711664.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -711875.750000 Penalty: 4287.774414
	Iteration 2F: 3 clusters Score -711875.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -711987.875000 Penalty: 4287.774414
	Iteration 3Q: 3 clusters Score -711987.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -712048.750000 Penalty: 4287.774414
	Iteration 4Q: 3 clusters Score -712048.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -712095.875000 Penalty: 4287.774414
	Iteration 5Q: 3 clusters Score -712095.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -712131.812500 Penalty: 4287.774414
	Iteration 6Q: 3 clusters Score -712131.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -712156.750000 Penalty: 4287.774414
	Iteration 7Q: 3 clusters Score -712156.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -712176.500000 Penalty: 4287.774414
	Iteration 8Q: 3 clusters Score -712176.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -712194.250000 Penalty: 4287.774414
	Iteration 9Q: 3 clusters Score -712194.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -712211.375000 Penalty: 4287.774414
	Iteration 10Q: 3 clusters Score -712211.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -712223.687500 Penalty: 4287.774414
	Iteration 11Q: 3 clusters Score -712223.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -712231.437500 Penalty: 4287.774414
	Iteration 12Q: 3 clusters Score -712231.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -712240.375000 Penalty: 4287.774414
	Iteration 13Q: 3 clusters Score -712240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -712245.187500 Penalty: 4287.774414
	Iteration 14Q: 3 clusters Score -712245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -712251.875000 Penalty: 4287.774414
	Iteration 15Q: 3 clusters Score -712251.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -712260.812500 Penalty: 4287.774414
	Iteration 16Q: 3 clusters Score -712260.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -712266.062500 Penalty: 4287.774414
	Iteration 17Q: 3 clusters Score -712266.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -712274.125000 Penalty: 4287.774414
	Iteration 18Q: 3 clusters Score -712274.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -712279.687500 Penalty: 4287.774414
	Iteration 19Q: 3 clusters Score -712279.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -712284.687500 Penalty: 4287.774414
	Iteration 20F: 3 clusters Score -712284.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -712292.000000 Penalty: 4287.774414
	Iteration 21Q: 3 clusters Score -712292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -712295.937500 Penalty: 4287.774414
	Iteration 22Q: 3 clusters Score -712295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -712298.000000 Penalty: 4287.774414
	Iteration 23Q: 3 clusters Score -712298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -712303.312500 Penalty: 4287.774414
	Iteration 24Q: 3 clusters Score -712303.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -712310.687500 Penalty: 4287.774414
	Iteration 25Q: 3 clusters Score -712310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -712311.187500 Penalty: 4287.774414
	Iteration 26Q: 3 clusters Score -712311.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -712314.875000 Penalty: 4287.774414
	Iteration 27Q: 3 clusters Score -712314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -712319.312500 Penalty: 4287.774414
	Iteration 28Q: 3 clusters Score -712319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -712321.500000 Penalty: 4287.774414
	Iteration 29Q: 3 clusters Score -712321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -712325.000000 Penalty: 4287.774414
	Iteration 30Q: 3 clusters Score -712325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -712327.937500 Penalty: 4287.774414
	Iteration 31Q: 3 clusters Score -712327.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -712332.250000 Penalty: 4287.774414
	Iteration 32Q: 3 clusters Score -712332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -712336.125000 Penalty: 4287.774414
	Iteration 33Q: 3 clusters Score -712336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -712338.625000 Penalty: 4287.774414
	Iteration 34Q: 3 clusters Score -712338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -712342.250000 Penalty: 4287.774414
	Iteration 35Q: 3 clusters Score -712342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -712346.937500 Penalty: 4287.774414
	Iteration 36Q: 3 clusters Score -712346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -712349.187500 Penalty: 4287.774414
	Iteration 37Q: 3 clusters Score -712349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -712348.062500 Penalty: 4287.774414
	Iteration 38Q: 3 clusters Score -712348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -712349.375000 Penalty: 4287.774414
	Iteration 39Q: 3 clusters Score -712349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -712348.375000 Penalty: 4287.774414
	Iteration 40F: 3 clusters Score -712348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -712349.000000 Penalty: 4287.774414
	Iteration 41Q: 3 clusters Score -712349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -712350.812500 Penalty: 4287.774414
	Iteration 42Q: 3 clusters Score -712350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -712349.625000 Penalty: 4287.774414
	Iteration 43Q: 3 clusters Score -712349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -712349.625000 Penalty: 4287.774414
	Iteration 44F: 3 clusters Score -712349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Entering Unmasked Estep 
Score: -2124275.000000 Penalty: 2432.853027
	Iteration 0F: 2 clusters Score -2124275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2111427.250000 Penalty: 4865.706055
	Iteration 0F: 3 clusters Score -2111427 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2116023.500000 Penalty: 4865.706055
	Iteration 1F: 3 clusters Score -2116024 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2116743.500000 Penalty: 4865.706055
	Iteration 2F: 3 clusters Score -2116744 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2117414.000000 Penalty: 4865.706055
	Iteration 3F: 3 clusters Score -2117414 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2117991.250000 Penalty: 4865.706055
	Iteration 4F: 3 clusters Score -2117991 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2118510.500000 Penalty: 4865.706055
	Iteration 5F: 3 clusters Score -2118510 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2118937.750000 Penalty: 4865.706055
	Iteration 6Q: 3 clusters Score -2118938 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2119289.000000 Penalty: 4865.706055
	Iteration 7Q: 3 clusters Score -2119289 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2119582.500000 Penalty: 4865.706055
	Iteration 8Q: 3 clusters Score -2119582 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2119857.500000 Penalty: 4865.706055
	Iteration 9Q: 3 clusters Score -2119858 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2120069.750000 Penalty: 4865.706055
	Iteration 10Q: 3 clusters Score -2120070 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2120247.000000 Penalty: 4865.706055
	Iteration 11Q: 3 clusters Score -2120247 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2120390.000000 Penalty: 4865.706055
	Iteration 12Q: 3 clusters Score -2120390 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2120482.000000 Penalty: 4865.706055
	Iteration 13Q: 3 clusters Score -2120482 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2120543.500000 Penalty: 4865.706055
	Iteration 14Q: 3 clusters Score -2120544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2120583.500000 Penalty: 4865.706055
	Iteration 15Q: 3 clusters Score -2120584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2120625.750000 Penalty: 4865.706055
	Iteration 16Q: 3 clusters Score -2120626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2120650.250000 Penalty: 4865.706055
	Iteration 17Q: 3 clusters Score -2120650 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2120675.750000 Penalty: 4865.706055
	Iteration 18Q: 3 clusters Score -2120676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2120701.250000 Penalty: 4865.706055
	Iteration 19Q: 3 clusters Score -2120701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2120715.750000 Penalty: 4865.706055
	Iteration 20F: 3 clusters Score -2120716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2120734.250000 Penalty: 4865.706055
	Iteration 21Q: 3 clusters Score -2120734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2120750.250000 Penalty: 4865.706055
	Iteration 22Q: 3 clusters Score -2120750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2120771.500000 Penalty: 4865.706055
	Iteration 23Q: 3 clusters Score -2120772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2120781.750000 Penalty: 4865.706055
	Iteration 24Q: 3 clusters Score -2120782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2120802.750000 Penalty: 4865.706055
	Iteration 25Q: 3 clusters Score -2120803 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2120820.000000 Penalty: 4865.706055
	Iteration 26Q: 3 clusters Score -2120820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2120839.750000 Penalty: 4865.706055
	Iteration 27Q: 3 clusters Score -2120840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2120858.250000 Penalty: 4865.706055
	Iteration 28Q: 3 clusters Score -2120858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2120871.000000 Penalty: 4865.706055
	Iteration 29Q: 3 clusters Score -2120871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2120892.500000 Penalty: 4865.706055
	Iteration 30Q: 3 clusters Score -2120892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2120899.000000 Penalty: 4865.706055
	Iteration 31Q: 3 clusters Score -2120899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2120918.000000 Penalty: 4865.706055
	Iteration 32Q: 3 clusters Score -2120918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2120926.250000 Penalty: 4865.706055
	Iteration 33Q: 3 clusters Score -2120926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2120952.750000 Penalty: 4865.706055
	Iteration 34Q: 3 clusters Score -2120953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2120960.250000 Penalty: 4865.706055
	Iteration 35Q: 3 clusters Score -2120960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2120977.250000 Penalty: 4865.706055
	Iteration 36Q: 3 clusters Score -2120977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2120995.000000 Penalty: 4865.706055
	Iteration 37Q: 3 clusters Score -2120995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2121009.500000 Penalty: 4865.706055
	Iteration 38Q: 3 clusters Score -2121010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2121020.250000 Penalty: 4865.706055
	Iteration 39Q: 3 clusters Score -2121020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2121032.000000 Penalty: 4865.706055
	Iteration 40F: 3 clusters Score -2121032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2121041.500000 Penalty: 4865.706055
	Iteration 41Q: 3 clusters Score -2121042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2121052.250000 Penalty: 4865.706055
	Iteration 42Q: 3 clusters Score -2121052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2121063.000000 Penalty: 4865.706055
	Iteration 43Q: 3 clusters Score -2121063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2121073.250000 Penalty: 4865.706055
	Iteration 44Q: 3 clusters Score -2121073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2121088.500000 Penalty: 4865.706055
	Iteration 45Q: 3 clusters Score -2121088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2121099.000000 Penalty: 4865.706055
	Iteration 46Q: 3 clusters Score -2121099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2121109.000000 Penalty: 4865.706055
	Iteration 47Q: 3 clusters Score -2121109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2121131.000000 Penalty: 4865.706055
	Iteration 48Q: 3 clusters Score -2121131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2121156.000000 Penalty: 4865.706055
	Iteration 49Q: 3 clusters Score -2121156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2121176.250000 Penalty: 4865.706055
	Iteration 50Q: 3 clusters Score -2121176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2121208.500000 Penalty: 4865.706055
	Iteration 51Q: 3 clusters Score -2121208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2121233.250000 Penalty: 4865.706055
	Iteration 52Q: 3 clusters Score -2121233 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2121255.000000 Penalty: 4865.706055
	Iteration 53Q: 3 clusters Score -2121255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2121275.000000 Penalty: 4865.706055
	Iteration 54Q: 3 clusters Score -2121275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2121297.500000 Penalty: 4865.706055
	Iteration 55Q: 3 clusters Score -2121298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2121321.250000 Penalty: 4865.706055
	Iteration 56Q: 3 clusters Score -2121321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2121354.500000 Penalty: 4865.706055
	Iteration 57Q: 3 clusters Score -2121354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2121374.750000 Penalty: 4865.706055
	Iteration 58Q: 3 clusters Score -2121375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2121406.250000 Penalty: 4865.706055
	Iteration 59Q: 3 clusters Score -2121406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2121432.500000 Penalty: 4865.706055
	Iteration 60F: 3 clusters Score -2121432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2121472.250000 Penalty: 4865.706055
	Iteration 61Q: 3 clusters Score -2121472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2121501.500000 Penalty: 4865.706055
	Iteration 62Q: 3 clusters Score -2121502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2121523.000000 Penalty: 4865.706055
	Iteration 63Q: 3 clusters Score -2121523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2121544.500000 Penalty: 4865.706055
	Iteration 64Q: 3 clusters Score -2121544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2121571.500000 Penalty: 4865.706055
	Iteration 65Q: 3 clusters Score -2121572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2121598.000000 Penalty: 4865.706055
	Iteration 66Q: 3 clusters Score -2121598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2121614.500000 Penalty: 4865.706055
	Iteration 67Q: 3 clusters Score -2121614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2121638.250000 Penalty: 4865.706055
	Iteration 68Q: 3 clusters Score -2121638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2121667.500000 Penalty: 4865.706055
	Iteration 69Q: 3 clusters Score -2121668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2121696.750000 Penalty: 4865.706055
	Iteration 70Q: 3 clusters Score -2121697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2121730.000000 Penalty: 4865.706055
	Iteration 71Q: 3 clusters Score -2121730 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2121766.500000 Penalty: 4865.706055
	Iteration 72Q: 3 clusters Score -2121766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2121797.000000 Penalty: 4865.706055
	Iteration 73Q: 3 clusters Score -2121797 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2121825.250000 Penalty: 4865.706055
	Iteration 74Q: 3 clusters Score -2121825 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2121858.750000 Penalty: 4865.706055
	Iteration 75Q: 3 clusters Score -2121859 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2121892.750000 Penalty: 4865.706055
	Iteration 76Q: 3 clusters Score -2121893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2121936.500000 Penalty: 4865.706055
	Iteration 77Q: 3 clusters Score -2121936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2121970.000000 Penalty: 4865.706055
	Iteration 78Q: 3 clusters Score -2121970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2122014.000000 Penalty: 4865.706055
	Iteration 79Q: 3 clusters Score -2122014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2122048.750000 Penalty: 4865.706055
	Iteration 80F: 3 clusters Score -2122049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2122083.000000 Penalty: 4865.706055
	Iteration 81Q: 3 clusters Score -2122083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2122123.500000 Penalty: 4865.706055
	Iteration 82Q: 3 clusters Score -2122124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2122146.250000 Penalty: 4865.706055
	Iteration 83Q: 3 clusters Score -2122146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2122161.500000 Penalty: 4865.706055
	Iteration 84Q: 3 clusters Score -2122162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2122181.750000 Penalty: 4865.706055
	Iteration 85Q: 3 clusters Score -2122182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2122198.250000 Penalty: 4865.706055
	Iteration 86Q: 3 clusters Score -2122198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2122221.250000 Penalty: 4865.706055
	Iteration 87Q: 3 clusters Score -2122221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2122233.500000 Penalty: 4865.706055
	Iteration 88Q: 3 clusters Score -2122234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2122251.500000 Penalty: 4865.706055
	Iteration 89Q: 3 clusters Score -2122252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2122273.000000 Penalty: 4865.706055
	Iteration 90Q: 3 clusters Score -2122273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2122287.750000 Penalty: 4865.706055
	Iteration 91Q: 3 clusters Score -2122288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2122293.500000 Penalty: 4865.706055
	Iteration 92Q: 3 clusters Score -2122294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2122292.250000 Penalty: 4865.706055
	Iteration 93Q: 3 clusters Score -2122292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2122301.750000 Penalty: 4865.706055
	Iteration 94Q: 3 clusters Score -2122302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2122312.750000 Penalty: 4865.706055
	Iteration 95Q: 3 clusters Score -2122313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2122318.000000 Penalty: 4865.706055
	Iteration 96Q: 3 clusters Score -2122318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2122324.750000 Penalty: 4865.706055
	Iteration 97Q: 3 clusters Score -2122325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2122327.250000 Penalty: 4865.706055
	Iteration 98Q: 3 clusters Score -2122327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2122330.250000 Penalty: 4865.706055
	Iteration 99Q: 3 clusters Score -2122330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2122339.750000 Penalty: 4865.706055
	Iteration 100F: 3 clusters Score -2122340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2122344.750000 Penalty: 4865.706055
	Iteration 101Q: 3 clusters Score -2122345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2122348.750000 Penalty: 4865.706055
	Iteration 102Q: 3 clusters Score -2122349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2122360.750000 Penalty: 4865.706055
	Iteration 103Q: 3 clusters Score -2122361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2122369.000000 Penalty: 4865.706055
	Iteration 104Q: 3 clusters Score -2122369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2122379.000000 Penalty: 4865.706055
	Iteration 105Q: 3 clusters Score -2122379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2122386.750000 Penalty: 4865.706055
	Iteration 106Q: 3 clusters Score -2122387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2122387.500000 Penalty: 4865.706055
	Iteration 107Q: 3 clusters Score -2122388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2122397.000000 Penalty: 4865.706055
	Iteration 108Q: 3 clusters Score -2122397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2122400.750000 Penalty: 4865.706055
	Iteration 109Q: 3 clusters Score -2122401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2122403.750000 Penalty: 4865.706055
	Iteration 110Q: 3 clusters Score -2122404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2122404.250000 Penalty: 4865.706055
	Iteration 111Q: 3 clusters Score -2122404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2122410.750000 Penalty: 4865.706055
	Iteration 112Q: 3 clusters Score -2122411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2122409.250000 Penalty: 4865.706055
	Iteration 113Q: 3 clusters Score -2122409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2122415.500000 Penalty: 4865.706055
	Iteration 114Q: 3 clusters Score -2122416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2122430.000000 Penalty: 4865.706055
	Iteration 115Q: 3 clusters Score -2122430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2122442.750000 Penalty: 4865.706055
	Iteration 116Q: 3 clusters Score -2122443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2122445.500000 Penalty: 4865.706055
	Iteration 117Q: 3 clusters Score -2122446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2122454.250000 Penalty: 4865.706055
	Iteration 118Q: 3 clusters Score -2122454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2122464.500000 Penalty: 4865.706055
	Iteration 119Q: 3 clusters Score -2122464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2122467.000000 Penalty: 4865.706055
	Iteration 120F: 3 clusters Score -2122467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2122476.250000 Penalty: 4865.706055
	Iteration 121Q: 3 clusters Score -2122476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2122480.250000 Penalty: 4865.706055
	Iteration 122Q: 3 clusters Score -2122480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2122487.250000 Penalty: 4865.706055
	Iteration 123Q: 3 clusters Score -2122487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2122488.750000 Penalty: 4865.706055
	Iteration 124Q: 3 clusters Score -2122489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2122490.500000 Penalty: 4865.706055
	Iteration 125Q: 3 clusters Score -2122490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2122495.750000 Penalty: 4865.706055
	Iteration 126Q: 3 clusters Score -2122496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2122494.250000 Penalty: 4865.706055
	Iteration 127Q: 3 clusters Score -2122494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2122496.500000 Penalty: 4865.706055
	Iteration 128Q: 3 clusters Score -2122496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2122497.500000 Penalty: 4865.706055
	Iteration 129Q: 3 clusters Score -2122498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2122498.250000 Penalty: 4865.706055
	Iteration 130Q: 3 clusters Score -2122498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2122498.750000 Penalty: 4865.706055
	Iteration 131Q: 3 clusters Score -2122499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2122498.750000 Penalty: 4865.706055
	Iteration 132Q: 3 clusters Score -2122499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2122498.750000 Penalty: 4865.706055
	Iteration 133F: 3 clusters Score -2122499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -287544.281250 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -287544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284670.750000 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -284670.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285302.968750 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -285303 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285461.562500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -285461.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -285560.656250 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -285560.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285634.906250 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -285634.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285687.500000 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -285687.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -285722.312500 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -285722.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -285753.312500 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -285753.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -285777.843750 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -285777.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285796.500000 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -285796.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -285810.437500 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -285810.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -285824.906250 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -285824.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285839.531250 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -285839.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -285854.312500 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -285854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -285863.937500 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -285863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285875.812500 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -285875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -285883.062500 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -285883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -285889.875000 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -285889.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -285895.031250 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -285895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -285899.750000 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -285899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -285905.093750 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -285905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285910.875000 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -285910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -285914.343750 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -285914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -285917.625000 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -285917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -285918.437500 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -285918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -285920.468750 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -285920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -285922.437500 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -285922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -285922.875000 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -285922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -285923.656250 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -285923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -285924.218750 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -285924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -285924.218750 Penalty: 3856.953125
	Iteration 30F: 3 clusters Score -285924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -1066918.000000 Penalty: 2240.274414
	Iteration 0F: 2 clusters Score -1066918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1060252.375000 Penalty: 4480.548828
	Iteration 0F: 3 clusters Score -1060252 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1062047.375000 Penalty: 4480.548828
	Iteration 1F: 3 clusters Score -1062047 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1062288.875000 Penalty: 4480.548828
	Iteration 2F: 3 clusters Score -1062289 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1062459.625000 Penalty: 4480.548828
	Iteration 3Q: 3 clusters Score -1062460 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1062584.625000 Penalty: 4480.548828
	Iteration 4Q: 3 clusters Score -1062585 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1062686.250000 Penalty: 4480.548828
	Iteration 5Q: 3 clusters Score -1062686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1062787.500000 Penalty: 4480.548828
	Iteration 6Q: 3 clusters Score -1062788 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1062896.500000 Penalty: 4480.548828
	Iteration 7Q: 3 clusters Score -1062896 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1063010.375000 Penalty: 4480.548828
	Iteration 8Q: 3 clusters Score -1063010 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1063134.875000 Penalty: 4480.548828
	Iteration 9Q: 3 clusters Score -1063135 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1063285.500000 Penalty: 4480.548828
	Iteration 10Q: 3 clusters Score -1063286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1063476.125000 Penalty: 4480.548828
	Iteration 11Q: 3 clusters Score -1063476 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1063690.000000 Penalty: 4480.548828
	Iteration 12Q: 3 clusters Score -1063690 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1063903.875000 Penalty: 4480.548828
	Iteration 13Q: 3 clusters Score -1063904 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1064147.750000 Penalty: 4480.548828
	Iteration 14Q: 3 clusters Score -1064148 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1064394.250000 Penalty: 4480.548828
	Iteration 15Q: 3 clusters Score -1064394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1064615.000000 Penalty: 4480.548828
	Iteration 16Q: 3 clusters Score -1064615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1064748.750000 Penalty: 4480.548828
	Iteration 17Q: 3 clusters Score -1064749 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1064836.500000 Penalty: 4480.548828
	Iteration 18Q: 3 clusters Score -1064836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1064912.875000 Penalty: 4480.548828
	Iteration 19Q: 3 clusters Score -1064913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1064965.250000 Penalty: 4480.548828
	Iteration 20F: 3 clusters Score -1064965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1065016.125000 Penalty: 4480.548828
	Iteration 21Q: 3 clusters Score -1065016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1065041.500000 Penalty: 4480.548828
	Iteration 22Q: 3 clusters Score -1065042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1065057.250000 Penalty: 4480.548828
	Iteration 23Q: 3 clusters Score -1065057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1065066.500000 Penalty: 4480.548828
	Iteration 24Q: 3 clusters Score -1065066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1065078.500000 Penalty: 4480.548828
	Iteration 25Q: 3 clusters Score -1065078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1065084.000000 Penalty: 4480.548828
	Iteration 26Q: 3 clusters Score -1065084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1065091.125000 Penalty: 4480.548828
	Iteration 27Q: 3 clusters Score -1065091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1065094.000000 Penalty: 4480.548828
	Iteration 28Q: 3 clusters Score -1065094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1065098.375000 Penalty: 4480.548828
	Iteration 29Q: 3 clusters Score -1065098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1065100.625000 Penalty: 4480.548828
	Iteration 30Q: 3 clusters Score -1065101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1065104.000000 Penalty: 4480.548828
	Iteration 31Q: 3 clusters Score -1065104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1065106.375000 Penalty: 4480.548828
	Iteration 32Q: 3 clusters Score -1065106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1065105.375000 Penalty: 4480.548828
	Iteration 33Q: 3 clusters Score -1065105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1065106.875000 Penalty: 4480.548828
	Iteration 34Q: 3 clusters Score -1065107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1065106.375000 Penalty: 4480.548828
	Iteration 35Q: 3 clusters Score -1065106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1065108.250000 Penalty: 4480.548828
	Iteration 36Q: 3 clusters Score -1065108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1065109.250000 Penalty: 4480.548828
	Iteration 37Q: 3 clusters Score -1065109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1065109.375000 Penalty: 4480.548828
	Iteration 38Q: 3 clusters Score -1065109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1065109.375000 Penalty: 4480.548828
	Iteration 39F: 3 clusters Score -1065109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -699160.812500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -699160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -694103.187500 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -694103.2 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -695396.562500 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -695396.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -695684.750000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -695684.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -695920.500000 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -695920.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -696072.000000 Penalty: 4303.502441
	Iteration 4Q: 3 clusters Score -696072 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -696202.312500 Penalty: 4303.502441
	Iteration 5Q: 3 clusters Score -696202.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -696312.000000 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -696312 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -696407.375000 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -696407.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -696515.312500 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -696515.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -696620.187500 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -696620.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -696694.500000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -696694.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -696762.500000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -696762.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -696839.062500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -696839.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -696898.500000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -696898.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -696944.687500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -696944.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -696994.875000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -696994.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -697030.312500 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -697030.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -697056.562500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -697056.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -697076.187500 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -697076.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -697096.187500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -697096.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -697112.750000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -697112.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -697132.812500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -697132.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -697152.937500 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -697152.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -697167.125000 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -697167.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -697181.437500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -697181.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -697190.937500 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -697190.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -697202.750000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -697202.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -697210.437500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -697210.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -697218.437500 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -697218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -697224.625000 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -697224.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -697231.500000 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -697231.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -697238.687500 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -697238.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -697244.625000 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -697244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -697250.000000 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -697250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -697254.437500 Penalty: 4303.502441
	Iteration 34Q: 3 clusters Score -697254.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -697263.062500 Penalty: 4303.502441
	Iteration 35Q: 3 clusters Score -697263.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -697267.062500 Penalty: 4303.502441
	Iteration 36Q: 3 clusters Score -697267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -697272.375000 Penalty: 4303.502441
	Iteration 37Q: 3 clusters Score -697272.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -697276.625000 Penalty: 4303.502441
	Iteration 38Q: 3 clusters Score -697276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -697282.625000 Penalty: 4303.502441
	Iteration 39Q: 3 clusters Score -697282.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -697288.187500 Penalty: 4303.502441
	Iteration 40F: 3 clusters Score -697288.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -697293.375000 Penalty: 4303.502441
	Iteration 41Q: 3 clusters Score -697293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -697296.187500 Penalty: 4303.502441
	Iteration 42Q: 3 clusters Score -697296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -697301.437500 Penalty: 4303.502441
	Iteration 43Q: 3 clusters Score -697301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -697303.812500 Penalty: 4303.502441
	Iteration 44Q: 3 clusters Score -697303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -697304.812500 Penalty: 4303.502441
	Iteration 45Q: 3 clusters Score -697304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -697305.687500 Penalty: 4303.502441
	Iteration 46Q: 3 clusters Score -697305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -697306.875000 Penalty: 4303.502441
	Iteration 47Q: 3 clusters Score -697306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -697307.625000 Penalty: 4303.502441
	Iteration 48Q: 3 clusters Score -697307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -697306.625000 Penalty: 4303.502441
	Iteration 49Q: 3 clusters Score -697306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -697306.625000 Penalty: 4303.502441
	Iteration 50F: 3 clusters Score -697306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133144.656250 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133144.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133549.562500 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133549.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133804.218750 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133804.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134052.578125 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134052.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134241.859375 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134241.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134418.796875 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -134418.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134533.625000 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134533.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134672.109375 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134672.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134758.437500 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134758.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134833.046875 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134876.843750 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134923.750000 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134923.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134971.265625 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134971.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135044.078125 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -135044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135075.140625 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -135075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135086.703125 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -135086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135090.546875 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -135090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135092.390625 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -135092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135092.390625 Penalty: 3513.360352
	Iteration 18F: 3 clusters Score -135092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23973.320312 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23973.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24198.152344 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24198.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24323.671875 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -24323.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24377.691406 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24377.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24401.416016 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24401.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24418.695312 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24418.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24502.714844 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24502.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24595.283203 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24595.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -24644.908203 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24644.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -24670.216797 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24670.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -24670.216797 Penalty: 2784.111572
	Iteration 10F: 3 clusters Score -24670.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37891.339844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37891.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38039.984375 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -38039.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38065.464844 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38065.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38089.863281 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38089.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38089.863281 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -38089.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -856665.062500 Penalty: 2196.345947
	Iteration 0F: 2 clusters Score -856665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -850851.937500 Penalty: 4392.691895
	Iteration 0F: 3 clusters Score -850851.9 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -852394.875000 Penalty: 4392.691895
	Iteration 1F: 3 clusters Score -852394.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -852647.875000 Penalty: 4392.691895
	Iteration 2F: 3 clusters Score -852647.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -852807.250000 Penalty: 4392.691895
	Iteration 3F: 3 clusters Score -852807.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -852918.437500 Penalty: 4392.691895
	Iteration 4Q: 3 clusters Score -852918.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -853010.250000 Penalty: 4392.691895
	Iteration 5Q: 3 clusters Score -853010.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -853109.937500 Penalty: 4392.691895
	Iteration 6Q: 3 clusters Score -853109.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -853217.125000 Penalty: 4392.691895
	Iteration 7Q: 3 clusters Score -853217.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -853330.750000 Penalty: 4392.691895
	Iteration 8Q: 3 clusters Score -853330.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -853446.125000 Penalty: 4392.691895
	Iteration 9Q: 3 clusters Score -853446.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -853579.875000 Penalty: 4392.691895
	Iteration 10Q: 3 clusters Score -853579.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -853711.000000 Penalty: 4392.691895
	Iteration 11Q: 3 clusters Score -853711 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -853839.687500 Penalty: 4392.691895
	Iteration 12Q: 3 clusters Score -853839.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -853955.625000 Penalty: 4392.691895
	Iteration 13Q: 3 clusters Score -853955.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -854082.437500 Penalty: 4392.691895
	Iteration 14Q: 3 clusters Score -854082.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -854204.812500 Penalty: 4392.691895
	Iteration 15Q: 3 clusters Score -854204.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -854295.750000 Penalty: 4392.691895
	Iteration 16Q: 3 clusters Score -854295.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -854381.062500 Penalty: 4392.691895
	Iteration 17Q: 3 clusters Score -854381.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -854443.562500 Penalty: 4392.691895
	Iteration 18Q: 3 clusters Score -854443.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -854497.437500 Penalty: 4392.691895
	Iteration 19Q: 3 clusters Score -854497.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -854540.687500 Penalty: 4392.691895
	Iteration 20F: 3 clusters Score -854540.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -854587.437500 Penalty: 4392.691895
	Iteration 21Q: 3 clusters Score -854587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -854624.312500 Penalty: 4392.691895
	Iteration 22Q: 3 clusters Score -854624.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -854650.187500 Penalty: 4392.691895
	Iteration 23Q: 3 clusters Score -854650.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -854680.500000 Penalty: 4392.691895
	Iteration 24Q: 3 clusters Score -854680.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -854694.125000 Penalty: 4392.691895
	Iteration 25Q: 3 clusters Score -854694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -854705.625000 Penalty: 4392.691895
	Iteration 26Q: 3 clusters Score -854705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -854713.937500 Penalty: 4392.691895
	Iteration 27Q: 3 clusters Score -854713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -854718.812500 Penalty: 4392.691895
	Iteration 28Q: 3 clusters Score -854718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -854726.125000 Penalty: 4392.691895
	Iteration 29Q: 3 clusters Score -854726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -854730.562500 Penalty: 4392.691895
	Iteration 30Q: 3 clusters Score -854730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -854735.375000 Penalty: 4392.691895
	Iteration 31Q: 3 clusters Score -854735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -854737.000000 Penalty: 4392.691895
	Iteration 32Q: 3 clusters Score -854737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -854740.062500 Penalty: 4392.691895
	Iteration 33Q: 3 clusters Score -854740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -854742.187500 Penalty: 4392.691895
	Iteration 34Q: 3 clusters Score -854742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -854745.062500 Penalty: 4392.691895
	Iteration 35Q: 3 clusters Score -854745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -854746.312500 Penalty: 4392.691895
	Iteration 36Q: 3 clusters Score -854746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -854750.000000 Penalty: 4392.691895
	Iteration 37Q: 3 clusters Score -854750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -854761.187500 Penalty: 4392.691895
	Iteration 38Q: 3 clusters Score -854761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -854764.812500 Penalty: 4392.691895
	Iteration 39Q: 3 clusters Score -854764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -854767.875000 Penalty: 4392.691895
	Iteration 40F: 3 clusters Score -854767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -854769.562500 Penalty: 4392.691895
	Iteration 41Q: 3 clusters Score -854769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -854769.562500 Penalty: 4392.691895
	Iteration 42F: 3 clusters Score -854769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (110548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Entering Unmasked Estep 
Score: -13950964.000000 Penalty: 2880.074707
	Iteration 0F: 2 clusters Score -1.395096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -13877089.000000 Penalty: 5760.149414
	Iteration 0F: 3 clusters Score -1.387709e+07 nChanged 52304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -13907434.000000 Penalty: 5760.149414
	Iteration 1F: 3 clusters Score -1.390743e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -13908476.000000 Penalty: 5760.149414
	Iteration 2Q: 3 clusters Score -1.390848e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -13910008.000000 Penalty: 5760.149414
	Iteration 3Q: 3 clusters Score -1.391001e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -13912580.000000 Penalty: 5760.149414
	Iteration 4Q: 3 clusters Score -1.391258e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -13916891.000000 Penalty: 5760.149414
	Iteration 5F: 3 clusters Score -1.391689e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -13923925.000000 Penalty: 5760.149414
	Iteration 6F: 3 clusters Score -1.392392e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -13932757.000000 Penalty: 5760.149414
	Iteration 7F: 3 clusters Score -1.393276e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -13940530.000000 Penalty: 5760.149414
	Iteration 8F: 3 clusters Score -1.394053e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -13945209.000000 Penalty: 5760.149414
	Iteration 9Q: 3 clusters Score -1.394521e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13947162.000000 Penalty: 5760.149414
	Iteration 10Q: 3 clusters Score -1.394716e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13947881.000000 Penalty: 5760.149414
	Iteration 11Q: 3 clusters Score -1.394788e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13948122.000000 Penalty: 5760.149414
	Iteration 12Q: 3 clusters Score -1.394812e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110171 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13948249.000000 Penalty: 5760.149414
	Iteration 13Q: 3 clusters Score -1.394825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13948318.000000 Penalty: 5760.149414
	Iteration 14Q: 3 clusters Score -1.394832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13948365.000000 Penalty: 5760.149414
	Iteration 15Q: 3 clusters Score -1.394836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13948396.000000 Penalty: 5760.149414
	Iteration 16Q: 3 clusters Score -1.39484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13948421.000000 Penalty: 5760.149414
	Iteration 17Q: 3 clusters Score -1.394842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13948434.000000 Penalty: 5760.149414
	Iteration 18Q: 3 clusters Score -1.394843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13948447.000000 Penalty: 5760.149414
	Iteration 19Q: 3 clusters Score -1.394845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13948456.000000 Penalty: 5760.149414
	Iteration 20F: 3 clusters Score -1.394846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110269 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13948458.000000 Penalty: 5760.149414
	Iteration 21Q: 3 clusters Score -1.394846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13948467.000000 Penalty: 5760.149414
	Iteration 22Q: 3 clusters Score -1.394847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13948473.000000 Penalty: 5760.149414
	Iteration 23Q: 3 clusters Score -1.394847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13948474.000000 Penalty: 5760.149414
	Iteration 24Q: 3 clusters Score -1.394847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13948475.000000 Penalty: 5760.149414
	Iteration 25Q: 3 clusters Score -1.394848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13948475.000000 Penalty: 5760.149414
	Iteration 26F: 3 clusters Score -1.394848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 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: -18332.425781 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18332.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18404.281250 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18404.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18433.267578 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18433.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18448.130859 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18448.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18487.572266 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18487.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18494.923828 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -18494.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18494.923828 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -18494.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -705981.750000 Penalty: 2175.145752
	Iteration 0F: 2 clusters Score -705981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -700622.062500 Penalty: 4350.291504
	Iteration 0F: 3 clusters Score -700622.1 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -702153.937500 Penalty: 4350.291504
	Iteration 1F: 3 clusters Score -702153.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -702534.250000 Penalty: 4350.291504
	Iteration 2F: 3 clusters Score -702534.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -702827.937500 Penalty: 4350.291504
	Iteration 3F: 3 clusters Score -702827.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -703118.000000 Penalty: 4350.291504
	Iteration 4F: 3 clusters Score -703118 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -703368.187500 Penalty: 4350.291504
	Iteration 5F: 3 clusters Score -703368.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -703573.625000 Penalty: 4350.291504
	Iteration 6Q: 3 clusters Score -703573.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -703732.500000 Penalty: 4350.291504
	Iteration 7Q: 3 clusters Score -703732.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -703860.375000 Penalty: 4350.291504
	Iteration 8Q: 3 clusters Score -703860.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -703972.562500 Penalty: 4350.291504
	Iteration 9Q: 3 clusters Score -703972.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -704043.000000 Penalty: 4350.291504
	Iteration 10Q: 3 clusters Score -704043 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -704102.562500 Penalty: 4350.291504
	Iteration 11Q: 3 clusters Score -704102.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -704163.625000 Penalty: 4350.291504
	Iteration 12Q: 3 clusters Score -704163.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -704210.562500 Penalty: 4350.291504
	Iteration 13Q: 3 clusters Score -704210.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -704249.687500 Penalty: 4350.291504
	Iteration 14Q: 3 clusters Score -704249.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -704299.125000 Penalty: 4350.291504
	Iteration 15Q: 3 clusters Score -704299.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -704337.187500 Penalty: 4350.291504
	Iteration 16Q: 3 clusters Score -704337.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -704372.000000 Penalty: 4350.291504
	Iteration 17Q: 3 clusters Score -704372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -704396.437500 Penalty: 4350.291504
	Iteration 18Q: 3 clusters Score -704396.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -704418.625000 Penalty: 4350.291504
	Iteration 19Q: 3 clusters Score -704418.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -704443.375000 Penalty: 4350.291504
	Iteration 20F: 3 clusters Score -704443.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -704465.375000 Penalty: 4350.291504
	Iteration 21Q: 3 clusters Score -704465.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -704479.562500 Penalty: 4350.291504
	Iteration 22Q: 3 clusters Score -704479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -704496.750000 Penalty: 4350.291504
	Iteration 23Q: 3 clusters Score -704496.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -704507.375000 Penalty: 4350.291504
	Iteration 24Q: 3 clusters Score -704507.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -704519.062500 Penalty: 4350.291504
	Iteration 25Q: 3 clusters Score -704519.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -704527.562500 Penalty: 4350.291504
	Iteration 26Q: 3 clusters Score -704527.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -704537.687500 Penalty: 4350.291504
	Iteration 27Q: 3 clusters Score -704537.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -704541.500000 Penalty: 4350.291504
	Iteration 28Q: 3 clusters Score -704541.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -704548.500000 Penalty: 4350.291504
	Iteration 29Q: 3 clusters Score -704548.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -704553.187500 Penalty: 4350.291504
	Iteration 30Q: 3 clusters Score -704553.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -704561.187500 Penalty: 4350.291504
	Iteration 31Q: 3 clusters Score -704561.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -704564.250000 Penalty: 4350.291504
	Iteration 32Q: 3 clusters Score -704564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -704566.875000 Penalty: 4350.291504
	Iteration 33Q: 3 clusters Score -704566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -704568.687500 Penalty: 4350.291504
	Iteration 34Q: 3 clusters Score -704568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -704571.687500 Penalty: 4350.291504
	Iteration 35Q: 3 clusters Score -704571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -704573.000000 Penalty: 4350.291504
	Iteration 36Q: 3 clusters Score -704573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -704574.187500 Penalty: 4350.291504
	Iteration 37Q: 3 clusters Score -704574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -704575.375000 Penalty: 4350.291504
	Iteration 38Q: 3 clusters Score -704575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -704575.937500 Penalty: 4350.291504
	Iteration 39Q: 3 clusters Score -704575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -704575.812500 Penalty: 4350.291504
	Iteration 40F: 3 clusters Score -704575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -704575.312500 Penalty: 4350.291504
	Iteration 41Q: 3 clusters Score -704575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -704575.750000 Penalty: 4350.291504
	Iteration 42Q: 3 clusters Score -704575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -704576.625000 Penalty: 4350.291504
	Iteration 43Q: 3 clusters Score -704576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -704577.875000 Penalty: 4350.291504
	Iteration 44Q: 3 clusters Score -704577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -704582.375000 Penalty: 4350.291504
	Iteration 45Q: 3 clusters Score -704582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -704587.437500 Penalty: 4350.291504
	Iteration 46Q: 3 clusters Score -704587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -704589.875000 Penalty: 4350.291504
	Iteration 47Q: 3 clusters Score -704589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -704591.750000 Penalty: 4350.291504
	Iteration 48Q: 3 clusters Score -704591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -704590.562500 Penalty: 4350.291504
	Iteration 49Q: 3 clusters Score -704590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -704591.625000 Penalty: 4350.291504
	Iteration 50Q: 3 clusters Score -704591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -704592.875000 Penalty: 4350.291504
	Iteration 51Q: 3 clusters Score -704592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -704594.062500 Penalty: 4350.291504
	Iteration 52Q: 3 clusters Score -704594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -704594.062500 Penalty: 4350.291504
	Iteration 53F: 3 clusters Score -704594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -253408.078125 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -253408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -250680.093750 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -250680.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -251578.234375 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -251578.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -252310.312500 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -252310.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252967.562500 Penalty: 3838.506104
	Iteration 3F: 3 clusters Score -252967.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -253386.328125 Penalty: 3838.506104
	Iteration 4F: 3 clusters Score -253386.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -253595.390625 Penalty: 3838.506104
	Iteration 5F: 3 clusters Score -253595.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -253680.593750 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -253680.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -253731.187500 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -253731.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -253754.984375 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -253755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -253773.875000 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -253773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -253788.718750 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -253788.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -253799.859375 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -253799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -253810.281250 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -253810.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -253815.515625 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -253815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253818.937500 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -253818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -253820.078125 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -253820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -253822.312500 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -253822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -253829.000000 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -253829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -253844.843750 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -253844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -253860.125000 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -253860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -253872.484375 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -253872.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -253884.640625 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -253884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -253893.812500 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -253893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -253897.843750 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -253897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -253905.296875 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -253905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -253911.156250 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -253911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -253913.484375 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -253913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -253915.921875 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -253915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -253917.593750 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -253917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -253918.468750 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -253918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -253919.953125 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -253920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -253920.890625 Penalty: 3838.506104
	Iteration 31Q: 3 clusters Score -253920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -253921.734375 Penalty: 3838.506104
	Iteration 32Q: 3 clusters Score -253921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -253921.734375 Penalty: 3838.506104
	Iteration 33F: 3 clusters Score -253921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 118275 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 300448 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154884 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39090 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5863 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 110548 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 1786 members 
Mstep: Class 44 contains 6963 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47013 members 
Mstep: Class 49 contains 510 members 
Entering Unmasked Estep 
Score: -142008128.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142009552.000000 to -142008128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -798013.875000 Penalty: 2194.394775
	Iteration 0F: 2 clusters Score -798013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -792276.125000 Penalty: 4388.789551
	Iteration 0F: 3 clusters Score -792276.1 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -793963.687500 Penalty: 4388.789551
	Iteration 1F: 3 clusters Score -793963.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -794383.812500 Penalty: 4388.789551
	Iteration 2F: 3 clusters Score -794383.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -794720.500000 Penalty: 4388.789551
	Iteration 3F: 3 clusters Score -794720.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -794991.437500 Penalty: 4388.789551
	Iteration 4F: 3 clusters Score -794991.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -795206.875000 Penalty: 4388.789551
	Iteration 5Q: 3 clusters Score -795206.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -795370.875000 Penalty: 4388.789551
	Iteration 6Q: 3 clusters Score -795370.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -795487.500000 Penalty: 4388.789551
	Iteration 7Q: 3 clusters Score -795487.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -795584.750000 Penalty: 4388.789551
	Iteration 8Q: 3 clusters Score -795584.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -795636.812500 Penalty: 4388.789551
	Iteration 9Q: 3 clusters Score -795636.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -795670.312500 Penalty: 4388.789551
	Iteration 10Q: 3 clusters Score -795670.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -795693.437500 Penalty: 4388.789551
	Iteration 11Q: 3 clusters Score -795693.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -795711.000000 Penalty: 4388.789551
	Iteration 12Q: 3 clusters Score -795711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -795728.687500 Penalty: 4388.789551
	Iteration 13Q: 3 clusters Score -795728.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -795744.125000 Penalty: 4388.789551
	Iteration 14Q: 3 clusters Score -795744.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -795760.125000 Penalty: 4388.789551
	Iteration 15Q: 3 clusters Score -795760.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -795773.062500 Penalty: 4388.789551
	Iteration 16Q: 3 clusters Score -795773.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -795789.375000 Penalty: 4388.789551
	Iteration 17Q: 3 clusters Score -795789.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -795811.437500 Penalty: 4388.789551
	Iteration 18Q: 3 clusters Score -795811.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -795835.437500 Penalty: 4388.789551
	Iteration 19Q: 3 clusters Score -795835.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -795855.000000 Penalty: 4388.789551
	Iteration 20F: 3 clusters Score -795855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -795865.000000 Penalty: 4388.789551
	Iteration 21Q: 3 clusters Score -795865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -795872.125000 Penalty: 4388.789551
	Iteration 22Q: 3 clusters Score -795872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -795880.750000 Penalty: 4388.789551
	Iteration 23Q: 3 clusters Score -795880.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -795889.500000 Penalty: 4388.789551
	Iteration 24Q: 3 clusters Score -795889.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -795900.875000 Penalty: 4388.789551
	Iteration 25Q: 3 clusters Score -795900.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -795910.187500 Penalty: 4388.789551
	Iteration 26Q: 3 clusters Score -795910.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -795928.500000 Penalty: 4388.789551
	Iteration 27Q: 3 clusters Score -795928.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -795946.000000 Penalty: 4388.789551
	Iteration 28Q: 3 clusters Score -795946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -795966.062500 Penalty: 4388.789551
	Iteration 29Q: 3 clusters Score -795966.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -795982.437500 Penalty: 4388.789551
	Iteration 30Q: 3 clusters Score -795982.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -796014.687500 Penalty: 4388.789551
	Iteration 31Q: 3 clusters Score -796014.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -796042.375000 Penalty: 4388.789551
	Iteration 32Q: 3 clusters Score -796042.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -796070.062500 Penalty: 4388.789551
	Iteration 33Q: 3 clusters Score -796070.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -796103.875000 Penalty: 4388.789551
	Iteration 34Q: 3 clusters Score -796103.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -796129.562500 Penalty: 4388.789551
	Iteration 35Q: 3 clusters Score -796129.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -796148.375000 Penalty: 4388.789551
	Iteration 36Q: 3 clusters Score -796148.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -796164.062500 Penalty: 4388.789551
	Iteration 37Q: 3 clusters Score -796164.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -796177.812500 Penalty: 4388.789551
	Iteration 38Q: 3 clusters Score -796177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -796194.625000 Penalty: 4388.789551
	Iteration 39Q: 3 clusters Score -796194.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -796207.875000 Penalty: 4388.789551
	Iteration 40F: 3 clusters Score -796207.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -796222.937500 Penalty: 4388.789551
	Iteration 41Q: 3 clusters Score -796222.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -796241.000000 Penalty: 4388.789551
	Iteration 42Q: 3 clusters Score -796241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -796255.187500 Penalty: 4388.789551
	Iteration 43Q: 3 clusters Score -796255.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -796270.312500 Penalty: 4388.789551
	Iteration 44Q: 3 clusters Score -796270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -796278.437500 Penalty: 4388.789551
	Iteration 45Q: 3 clusters Score -796278.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -796284.437500 Penalty: 4388.789551
	Iteration 46Q: 3 clusters Score -796284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -796289.125000 Penalty: 4388.789551
	Iteration 47Q: 3 clusters Score -796289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -796294.687500 Penalty: 4388.789551
	Iteration 48Q: 3 clusters Score -796294.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -796302.812500 Penalty: 4388.789551
	Iteration 49Q: 3 clusters Score -796302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -796306.187500 Penalty: 4388.789551
	Iteration 50Q: 3 clusters Score -796306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -796309.125000 Penalty: 4388.789551
	Iteration 51Q: 3 clusters Score -796309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -796311.562500 Penalty: 4388.789551
	Iteration 52Q: 3 clusters Score -796311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -796314.187500 Penalty: 4388.789551
	Iteration 53Q: 3 clusters Score -796314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -796315.875000 Penalty: 4388.789551
	Iteration 54Q: 3 clusters Score -796315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -796317.312500 Penalty: 4388.789551
	Iteration 55Q: 3 clusters Score -796317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -796318.750000 Penalty: 4388.789551
	Iteration 56Q: 3 clusters Score -796318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -796321.375000 Penalty: 4388.789551
	Iteration 57Q: 3 clusters Score -796321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -796324.312500 Penalty: 4388.789551
	Iteration 58Q: 3 clusters Score -796324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -796324.937500 Penalty: 4388.789551
	Iteration 59Q: 3 clusters Score -796324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -796327.250000 Penalty: 4388.789551
	Iteration 60F: 3 clusters Score -796327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -796328.625000 Penalty: 4388.789551
	Iteration 61Q: 3 clusters Score -796328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -796330.687500 Penalty: 4388.789551
	Iteration 62Q: 3 clusters Score -796330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -796333.250000 Penalty: 4388.789551
	Iteration 63Q: 3 clusters Score -796333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -796334.062500 Penalty: 4388.789551
	Iteration 64Q: 3 clusters Score -796334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -796333.625000 Penalty: 4388.789551
	Iteration 65Q: 3 clusters Score -796333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -796333.625000 Penalty: 4388.789551
	Iteration 66F: 3 clusters Score -796333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14789.029297 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14789.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14889.133789 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -14889.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14936.798828 Penalty: 2610.294189
	Iteration 2F: 3 clusters Score -14936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14955.453125 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -14955.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14971.287109 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -14971.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15012.634766 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15012.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15019.532227 Penalty: 2610.294189
	Iteration 6Q: 3 clusters Score -15019.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15019.532227 Penalty: 2610.294189
	Iteration 7F: 3 clusters Score -15019.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -195896.328125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -195896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -193495.328125 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -193495.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -193896.750000 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -193896.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194013.343750 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -194013.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194072.156250 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -194072.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -194110.687500 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -194110.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194141.015625 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -194141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194163.531250 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -194163.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194185.578125 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -194185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194201.593750 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -194201.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194209.687500 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -194209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194220.828125 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -194220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194230.093750 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -194230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194236.562500 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -194236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194236.562500 Penalty: 3671.313477
	Iteration 13F: 3 clusters Score -194236.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49871.738281 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49871.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50045.953125 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50045.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50079.367188 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50079.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50092.425781 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50092.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50105.164062 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50105.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50117.949219 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50117.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50135.750000 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50135.75 nChanged 4
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: -50147.269531 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -50147.27 nChanged 0
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: -50147.269531 Penalty: 3052.809570
	Iteration 8F: 3 clusters Score -50147.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (47013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Entering Unmasked Estep 
Score: -5799381.000000 Penalty: 2668.028564
	Iteration 0F: 2 clusters Score -5799381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -5767864.000000 Penalty: 5336.057129
	Iteration 0F: 3 clusters Score -5767864 nChanged 21481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5779616.000000 Penalty: 5336.057129
	Iteration 1F: 3 clusters Score -5779616 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5780127.000000 Penalty: 5336.057129
	Iteration 2Q: 3 clusters Score -5780127 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5780608.000000 Penalty: 5336.057129
	Iteration 3Q: 3 clusters Score -5780608 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -5781086.000000 Penalty: 5336.057129
	Iteration 4Q: 3 clusters Score -5781086 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5781645.000000 Penalty: 5336.057129
	Iteration 5Q: 3 clusters Score -5781645 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -5782400.000000 Penalty: 5336.057129
	Iteration 6Q: 3 clusters Score -5782400 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5783346.000000 Penalty: 5336.057129
	Iteration 7Q: 3 clusters Score -5783346 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -5784712.000000 Penalty: 5336.057129
	Iteration 8F: 3 clusters Score -5784712 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5786719.500000 Penalty: 5336.057129
	Iteration 9F: 3 clusters Score -5786720 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5789391.000000 Penalty: 5336.057129
	Iteration 10F: 3 clusters Score -5789391 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5792187.500000 Penalty: 5336.057129
	Iteration 11F: 3 clusters Score -5792188 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5794585.000000 Penalty: 5336.057129
	Iteration 12F: 3 clusters Score -5794585 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5795981.500000 Penalty: 5336.057129
	Iteration 13Q: 3 clusters Score -5795982 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -5796645.500000 Penalty: 5336.057129
	Iteration 14Q: 3 clusters Score -5796646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -5796853.000000 Penalty: 5336.057129
	Iteration 15Q: 3 clusters Score -5796853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -5796977.000000 Penalty: 5336.057129
	Iteration 16Q: 3 clusters Score -5796977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5797047.000000 Penalty: 5336.057129
	Iteration 17Q: 3 clusters Score -5797047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5797083.000000 Penalty: 5336.057129
	Iteration 18Q: 3 clusters Score -5797083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -5797108.000000 Penalty: 5336.057129
	Iteration 19Q: 3 clusters Score -5797108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5797122.000000 Penalty: 5336.057129
	Iteration 20F: 3 clusters Score -5797122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5797137.500000 Penalty: 5336.057129
	Iteration 21Q: 3 clusters Score -5797138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -5797141.000000 Penalty: 5336.057129
	Iteration 22Q: 3 clusters Score -5797141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -5797144.500000 Penalty: 5336.057129
	Iteration 23Q: 3 clusters Score -5797144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5797145.500000 Penalty: 5336.057129
	Iteration 24Q: 3 clusters Score -5797146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5797156.000000 Penalty: 5336.057129
	Iteration 25Q: 3 clusters Score -5797156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -5797157.500000 Penalty: 5336.057129
	Iteration 26Q: 3 clusters Score -5797158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -5797157.500000 Penalty: 5336.057129
	Iteration 27F: 3 clusters Score -5797158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51090 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 118275 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37185 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 300448 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 154884 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39090 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19055 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 3251 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 5863 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 110548 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2296 members 
Mstep: Class 44 contains 6963 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009120.000000 Penalty: 166335.640625
Iteration 399Q: 49 clusters Score -1.420091e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51095 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 118208 members 
Mstep: Class 9 contains 28400 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37158 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 4746 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25417 members 
Mstep: Class 19 contains 301084 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 154988 members 
Mstep: Class 22 contains 32483 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39089 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19047 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11008 members 
Mstep: Class 29 contains 13022 members 
Mstep: Class 30 contains 3242 members 
Mstep: Class 31 contains 5676 members 
Mstep: Class 32 contains 18220 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8383 members 
Mstep: Class 35 contains 5866 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 109901 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 2298 members 
Mstep: Class 44 contains 6958 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008768.000000 Penalty: 166335.640625
Iteration 400F: 49 clusters Score -1.420088e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51097 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 28400 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40025 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37136 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25421 members 
Mstep: Class 19 contains 301751 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155079 members 
Mstep: Class 22 contains 32478 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39088 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19045 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11005 members 
Mstep: Class 29 contains 13022 members 
Mstep: Class 30 contains 3234 members 
Mstep: Class 31 contains 5679 members 
Mstep: Class 32 contains 18223 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 5870 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 109251 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6444 members 
Mstep: Class 43 contains 2299 members 
Mstep: Class 44 contains 6956 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008752.000000 Penalty: 166335.640625
Iteration 401Q: 49 clusters Score -1.420088e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51095 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 118031 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37120 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25435 members 
Mstep: Class 19 contains 302384 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155179 members 
Mstep: Class 22 contains 32457 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39089 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19048 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11007 members 
Mstep: Class 29 contains 13022 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 18235 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8388 members 
Mstep: Class 35 contains 5877 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 108613 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6444 members 
Mstep: Class 43 contains 2299 members 
Mstep: Class 44 contains 6956 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008528.000000 Penalty: 166335.640625
Iteration 402Q: 49 clusters Score -1.420085e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51101 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 117960 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40032 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37097 members 
Mstep: Class 15 contains 8951 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 302983 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155280 members 
Mstep: Class 22 contains 32440 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39091 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 19044 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11002 members 
Mstep: Class 29 contains 13022 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 18243 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8385 members 
Mstep: Class 35 contains 5881 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 108027 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6445 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6956 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008416.000000 Penalty: 166335.640625
Iteration 403Q: 49 clusters Score -1.420084e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51107 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 8 contains 117916 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37077 members 
Mstep: Class 15 contains 8906 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25462 members 
Mstep: Class 19 contains 303518 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155380 members 
Mstep: Class 22 contains 32418 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39091 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 19043 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13022 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 5670 members 
Mstep: Class 32 contains 18245 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8381 members 
Mstep: Class 35 contains 5884 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 107482 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6447 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 6953 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 166335.640625
Iteration 404Q: 49 clusters Score -1.42008e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 117850 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37057 members 
Mstep: Class 15 contains 8846 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25478 members 
Mstep: Class 19 contains 304101 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 155500 members 
Mstep: Class 22 contains 32380 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39096 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 19040 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3215 members 
Mstep: Class 31 contains 5670 members 
Mstep: Class 32 contains 18255 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8372 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 106931 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6448 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 6950 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 166335.640625
Iteration 405Q: 49 clusters Score -1.42008e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51121 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5185 members 
Mstep: Class 8 contains 117818 members 
Mstep: Class 9 contains 28391 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37036 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25492 members 
Mstep: Class 19 contains 304637 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 155611 members 
Mstep: Class 22 contains 32352 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39097 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 19032 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10993 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3210 members 
Mstep: Class 31 contains 5668 members 
Mstep: Class 32 contains 18261 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8369 members 
Mstep: Class 35 contains 5889 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 106396 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6448 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 6951 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008096.000000 Penalty: 166335.640625
Iteration 406Q: 49 clusters Score -1.420081e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51131 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 117779 members 
Mstep: Class 9 contains 28386 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40042 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37028 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25490 members 
Mstep: Class 19 contains 305150 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155709 members 
Mstep: Class 22 contains 32320 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39107 members 
Mstep: Class 25 contains 1714 members 
Mstep: Class 26 contains 19021 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10992 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3204 members 
Mstep: Class 31 contains 5668 members 
Mstep: Class 32 contains 18267 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8369 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 105892 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6451 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 6948 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008016.000000 Penalty: 166335.640625
Iteration 407Q: 49 clusters Score -1.42008e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51133 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 117754 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 37012 members 
Mstep: Class 15 contains 8686 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25483 members 
Mstep: Class 19 contains 305669 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155825 members 
Mstep: Class 22 contains 32298 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39112 members 
Mstep: Class 25 contains 1714 members 
Mstep: Class 26 contains 19011 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10990 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3204 members 
Mstep: Class 31 contains 5660 members 
Mstep: Class 32 contains 18269 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8367 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 105367 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6455 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 6944 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007760.000000 Penalty: 166335.640625
Iteration 408Q: 49 clusters Score -1.420078e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51140 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 117711 members 
Mstep: Class 9 contains 28372 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14493 members 
Mstep: Class 14 contains 36988 members 
Mstep: Class 15 contains 8653 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25480 members 
Mstep: Class 19 contains 306131 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 155940 members 
Mstep: Class 22 contains 32269 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39117 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 19004 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10991 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3197 members 
Mstep: Class 31 contains 5656 members 
Mstep: Class 32 contains 18272 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 5896 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 104894 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6457 members 
Mstep: Class 43 contains 2303 members 
Mstep: Class 44 contains 6940 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007312.000000 Penalty: 166335.640625
Iteration 409Q: 49 clusters Score -1.420073e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51140 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 117691 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40034 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36968 members 
Mstep: Class 15 contains 8622 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25475 members 
Mstep: Class 19 contains 306570 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 156042 members 
Mstep: Class 22 contains 32251 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39121 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 18996 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10988 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3191 members 
Mstep: Class 31 contains 5652 members 
Mstep: Class 32 contains 18281 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8374 members 
Mstep: Class 35 contains 5904 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 104445 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6933 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007504.000000 Penalty: 166335.640625
Iteration 410Q: 49 clusters Score -1.420075e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51150 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 117664 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40030 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36947 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 4751 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25463 members 
Mstep: Class 19 contains 307054 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 156123 members 
Mstep: Class 22 contains 32208 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39127 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 18988 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10986 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 5650 members 
Mstep: Class 32 contains 18290 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 5913 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 104000 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6925 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 411Q: 49 clusters Score -1.420074e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51167 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 117623 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40025 members 
Mstep: Class 12 contains 6518 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36924 members 
Mstep: Class 15 contains 8532 members 
Mstep: Class 16 contains 4751 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 307489 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 21 contains 156208 members 
Mstep: Class 22 contains 32172 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 18989 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 13023 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 5649 members 
Mstep: Class 32 contains 18296 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8375 members 
Mstep: Class 35 contains 5918 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 103607 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6922 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 166335.640625
Iteration 412Q: 49 clusters Score -1.420073e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51171 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 117613 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36906 members 
Mstep: Class 15 contains 8484 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 307898 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 21 contains 156308 members 
Mstep: Class 22 contains 32148 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 18987 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 18297 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8376 members 
Mstep: Class 35 contains 5921 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 103194 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6916 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 413Q: 49 clusters Score -1.420072e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51176 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 117605 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36883 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 308317 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 156429 members 
Mstep: Class 22 contains 32128 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18983 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10994 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3154 members 
Mstep: Class 31 contains 5634 members 
Mstep: Class 32 contains 18297 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8371 members 
Mstep: Class 35 contains 5923 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 102740 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6909 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007200.000000 Penalty: 166335.640625
Iteration 414Q: 49 clusters Score -1.420072e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51189 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 117600 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36869 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25440 members 
Mstep: Class 19 contains 308735 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 156536 members 
Mstep: Class 22 contains 32087 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10995 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3144 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 18305 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8365 members 
Mstep: Class 35 contains 5929 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 102286 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 6908 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 415Q: 49 clusters Score -1.42007e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51196 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 117587 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40018 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 309178 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 156649 members 
Mstep: Class 22 contains 32051 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18983 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10992 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 5626 members 
Mstep: Class 32 contains 18315 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8363 members 
Mstep: Class 35 contains 5930 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 101797 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2306 members 
Mstep: Class 44 contains 6905 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006944.000000 Penalty: 166335.640625
Iteration 416Q: 49 clusters Score -1.420069e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51203 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 117588 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36851 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25440 members 
Mstep: Class 19 contains 309613 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 156743 members 
Mstep: Class 22 contains 32029 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18973 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10993 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 18322 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8358 members 
Mstep: Class 35 contains 5932 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 101304 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6906 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007248.000000 Penalty: 166335.640625
Iteration 417Q: 49 clusters Score -1.420072e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51213 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 117571 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36836 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25432 members 
Mstep: Class 19 contains 309991 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 156838 members 
Mstep: Class 22 contains 32016 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39130 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18972 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10995 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3142 members 
Mstep: Class 31 contains 5620 members 
Mstep: Class 32 contains 18328 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8353 members 
Mstep: Class 35 contains 5934 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 100865 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6906 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 418Q: 49 clusters Score -1.420074e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51229 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 117547 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36829 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25420 members 
Mstep: Class 19 contains 310374 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 156931 members 
Mstep: Class 22 contains 31997 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39130 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 18973 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 5612 members 
Mstep: Class 32 contains 18331 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8353 members 
Mstep: Class 35 contains 5941 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 100443 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6905 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007392.000000 Penalty: 166335.640625
Iteration 419Q: 49 clusters Score -1.420074e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51238 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 117545 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36817 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25418 members 
Mstep: Class 19 contains 310700 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157012 members 
Mstep: Class 22 contains 31976 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39125 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 18973 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 5608 members 
Mstep: Class 32 contains 18340 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8352 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 100059 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 420F: 49 clusters Score -1.420075e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51241 members 
Mstep: Class 3 contains 6515 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 5075 members 
Mstep: Class 8 contains 117553 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36798 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25424 members 
Mstep: Class 19 contains 311021 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157079 members 
Mstep: Class 22 contains 31946 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39121 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 18976 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3132 members 
Mstep: Class 31 contains 5609 members 
Mstep: Class 32 contains 18357 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5946 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 99699 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6903 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007552.000000 Penalty: 166335.640625
Iteration 421Q: 49 clusters Score -1.420076e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51238 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 5073 members 
Mstep: Class 8 contains 117556 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36781 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25439 members 
Mstep: Class 19 contains 311312 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157142 members 
Mstep: Class 22 contains 31913 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 18969 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 5608 members 
Mstep: Class 32 contains 18371 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5947 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 99375 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6459 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007568.000000 Penalty: 166335.640625
Iteration 422Q: 49 clusters Score -1.420076e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51243 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5069 members 
Mstep: Class 8 contains 117560 members 
Mstep: Class 9 contains 28357 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36775 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 16 contains 4755 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 311601 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157191 members 
Mstep: Class 22 contains 31898 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39123 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 18966 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 5606 members 
Mstep: Class 32 contains 18381 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8346 members 
Mstep: Class 35 contains 5952 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 99058 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6897 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 423Q: 49 clusters Score -1.420074e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51244 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 117559 members 
Mstep: Class 9 contains 28353 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 36759 members 
Mstep: Class 15 contains 8209 members 
Mstep: Class 16 contains 4756 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25451 members 
Mstep: Class 19 contains 311912 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157237 members 
Mstep: Class 22 contains 31884 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39123 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 18957 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 3131 members 
Mstep: Class 31 contains 5608 members 
Mstep: Class 32 contains 18389 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8344 members 
Mstep: Class 35 contains 5953 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 98746 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6462 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6893 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007504.000000 Penalty: 166335.640625
Iteration 424Q: 49 clusters Score -1.420075e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 117537 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40029 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36740 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25459 members 
Mstep: Class 19 contains 312214 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157290 members 
Mstep: Class 22 contains 31867 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18948 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3127 members 
Mstep: Class 31 contains 5610 members 
Mstep: Class 32 contains 18397 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8343 members 
Mstep: Class 35 contains 5953 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 98456 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6464 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007248.000000 Penalty: 166335.640625
Iteration 425Q: 49 clusters Score -1.420072e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51259 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 117509 members 
Mstep: Class 9 contains 28350 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36725 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 16 contains 4760 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 312499 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157355 members 
Mstep: Class 22 contains 31849 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18941 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3125 members 
Mstep: Class 31 contains 5612 members 
Mstep: Class 32 contains 18403 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 98154 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6463 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6890 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007120.000000 Penalty: 166335.640625
Iteration 426Q: 49 clusters Score -1.420071e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51269 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 117481 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36715 members 
Mstep: Class 15 contains 8178 members 
Mstep: Class 16 contains 4762 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 312822 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 157415 members 
Mstep: Class 22 contains 31836 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39126 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18933 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3122 members 
Mstep: Class 31 contains 5607 members 
Mstep: Class 32 contains 18408 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 97816 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6462 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6889 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007200.000000 Penalty: 166335.640625
Iteration 427Q: 49 clusters Score -1.420072e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51274 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 117436 members 
Mstep: Class 9 contains 28355 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40019 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36710 members 
Mstep: Class 15 contains 8181 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 313143 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157471 members 
Mstep: Class 22 contains 31829 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18921 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10996 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3119 members 
Mstep: Class 31 contains 5607 members 
Mstep: Class 32 contains 18412 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 5962 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 97499 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6463 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6889 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 428Q: 49 clusters Score -1.420071e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51273 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 8 contains 117410 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40014 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36704 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 313418 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157526 members 
Mstep: Class 22 contains 31820 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18918 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 11000 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3120 members 
Mstep: Class 31 contains 5607 members 
Mstep: Class 32 contains 18416 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 8333 members 
Mstep: Class 35 contains 5970 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 97182 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6464 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6888 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007152.000000 Penalty: 166335.640625
Iteration 429Q: 49 clusters Score -1.420072e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51267 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 117386 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36699 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 4765 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 313664 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157580 members 
Mstep: Class 22 contains 31806 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18918 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3121 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 18417 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8333 members 
Mstep: Class 35 contains 5973 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 96919 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6464 members 
Mstep: Class 43 contains 2307 members 
Mstep: Class 44 contains 6890 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007040.000000 Penalty: 166335.640625
Iteration 430Q: 49 clusters Score -1.42007e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51269 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 117370 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40008 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36695 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4767 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25477 members 
Mstep: Class 19 contains 313883 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157623 members 
Mstep: Class 22 contains 31796 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18919 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3121 members 
Mstep: Class 31 contains 5599 members 
Mstep: Class 32 contains 18417 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8337 members 
Mstep: Class 35 contains 5976 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 96659 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6465 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6893 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 431Q: 49 clusters Score -1.42007e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51276 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 117347 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40010 members 
Mstep: Class 12 contains 6524 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36693 members 
Mstep: Class 15 contains 8143 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25485 members 
Mstep: Class 19 contains 314113 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157670 members 
Mstep: Class 22 contains 31784 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18922 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 5592 members 
Mstep: Class 32 contains 18425 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8340 members 
Mstep: Class 35 contains 5979 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 96393 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6464 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 432Q: 49 clusters Score -1.420071e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51280 members 
Mstep: Class 3 contains 6504 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 117344 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40012 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25495 members 
Mstep: Class 19 contains 314313 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157711 members 
Mstep: Class 22 contains 31765 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3126 members 
Mstep: Class 31 contains 5589 members 
Mstep: Class 32 contains 18429 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 5982 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 96156 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6465 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007216.000000 Penalty: 166335.640625
Iteration 433Q: 49 clusters Score -1.420072e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51287 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 117333 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40012 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 8131 members 
Mstep: Class 16 contains 4774 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25497 members 
Mstep: Class 19 contains 314525 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 157735 members 
Mstep: Class 22 contains 31762 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39130 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18912 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3131 members 
Mstep: Class 31 contains 5587 members 
Mstep: Class 32 contains 18426 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8343 members 
Mstep: Class 35 contains 5985 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 95911 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6468 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007040.000000 Penalty: 166335.640625
Iteration 434Q: 49 clusters Score -1.42007e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51296 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117313 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40015 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 36693 members 
Mstep: Class 15 contains 8139 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 25490 members 
Mstep: Class 19 contains 314738 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157758 members 
Mstep: Class 22 contains 31755 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 5586 members 
Mstep: Class 32 contains 18425 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5988 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 95654 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6470 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007184.000000 Penalty: 166335.640625
Iteration 435Q: 49 clusters Score -1.420072e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51306 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117295 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40020 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36695 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25498 members 
Mstep: Class 19 contains 314944 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157779 members 
Mstep: Class 22 contains 31739 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18914 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3143 members 
Mstep: Class 31 contains 5587 members 
Mstep: Class 32 contains 18424 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 5988 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 95412 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6470 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6903 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 436Q: 49 clusters Score -1.420072e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51315 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117290 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36694 members 
Mstep: Class 15 contains 8149 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25506 members 
Mstep: Class 19 contains 315161 members 
Mstep: Class 20 contains 9097 members 
Mstep: Class 21 contains 157800 members 
Mstep: Class 22 contains 31726 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39137 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18908 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10996 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3145 members 
Mstep: Class 31 contains 5586 members 
Mstep: Class 32 contains 18426 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8343 members 
Mstep: Class 35 contains 5988 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 95149 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6472 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6902 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007296.000000 Penalty: 166335.640625
Iteration 437Q: 49 clusters Score -1.420073e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51315 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117293 members 
Mstep: Class 9 contains 28367 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40025 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25509 members 
Mstep: Class 19 contains 315355 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 157823 members 
Mstep: Class 22 contains 31714 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39138 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18898 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5582 members 
Mstep: Class 32 contains 18429 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8345 members 
Mstep: Class 35 contains 5990 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94923 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6472 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6905 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 438Q: 49 clusters Score -1.420072e+08 nChanged 418
Entering ConstructFrom: 
Score: -142007168.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81827.656250 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81827.66 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83123.960938 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -83123.96 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84398.414062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -84398.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -84887.062500 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -84887.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84976.953125 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -84976.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84987.250000 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -84987.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84988.835938 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -84988.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84988.835938 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -84988.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 315546 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157836 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18434 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94709 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47891 members 
Mstep: Class 49 contains 123 members 
Entering Unmasked Estep 
Score: -142007072.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142007168.000000 to -142007072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Entering Unmasked Estep 
Score: -6506702.000000 Penalty: 2689.801025
	Iteration 0F: 2 clusters Score -6506702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6472079.500000 Penalty: 5379.602051
	Iteration 0F: 3 clusters Score -6472080 nChanged 23708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -6485130.000000 Penalty: 5379.602051
	Iteration 1F: 3 clusters Score -6485130 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6485662.500000 Penalty: 5379.602051
	Iteration 2Q: 3 clusters Score -6485662 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6486127.000000 Penalty: 5379.602051
	Iteration 3Q: 3 clusters Score -6486127 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -6486648.000000 Penalty: 5379.602051
	Iteration 4Q: 3 clusters Score -6486648 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6487393.500000 Penalty: 5379.602051
	Iteration 5Q: 3 clusters Score -6487394 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6488442.500000 Penalty: 5379.602051
	Iteration 6Q: 3 clusters Score -6488442 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6490183.500000 Penalty: 5379.602051
	Iteration 7F: 3 clusters Score -6490184 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6492942.500000 Penalty: 5379.602051
	Iteration 8F: 3 clusters Score -6492942 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -6496679.000000 Penalty: 5379.602051
	Iteration 9F: 3 clusters Score -6496679 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6500127.000000 Penalty: 5379.602051
	Iteration 10F: 3 clusters Score -6500127 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6502412.500000 Penalty: 5379.602051
	Iteration 11Q: 3 clusters Score -6502412 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6503487.000000 Penalty: 5379.602051
	Iteration 12Q: 3 clusters Score -6503487 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6503921.500000 Penalty: 5379.602051
	Iteration 13Q: 3 clusters Score -6503922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6504103.000000 Penalty: 5379.602051
	Iteration 14Q: 3 clusters Score -6504103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6504177.000000 Penalty: 5379.602051
	Iteration 15Q: 3 clusters Score -6504177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6504227.500000 Penalty: 5379.602051
	Iteration 16Q: 3 clusters Score -6504228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6504256.500000 Penalty: 5379.602051
	Iteration 17Q: 3 clusters Score -6504256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6504271.000000 Penalty: 5379.602051
	Iteration 18Q: 3 clusters Score -6504271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6504284.500000 Penalty: 5379.602051
	Iteration 19Q: 3 clusters Score -6504284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -6504295.500000 Penalty: 5379.602051
	Iteration 20F: 3 clusters Score -6504296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6504304.000000 Penalty: 5379.602051
	Iteration 21Q: 3 clusters Score -6504304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6504307.000000 Penalty: 5379.602051
	Iteration 22Q: 3 clusters Score -6504307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6504309.000000 Penalty: 5379.602051
	Iteration 23Q: 3 clusters Score -6504309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -6504312.000000 Penalty: 5379.602051
	Iteration 24Q: 3 clusters Score -6504312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -6504313.500000 Penalty: 5379.602051
	Iteration 25Q: 3 clusters Score -6504314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6504315.000000 Penalty: 5379.602051
	Iteration 26Q: 3 clusters Score -6504315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6504323.000000 Penalty: 5379.602051
	Iteration 27Q: 3 clusters Score -6504323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6504320.500000 Penalty: 5379.602051
	Iteration 28Q: 3 clusters Score -6504320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6504325.500000 Penalty: 5379.602051
	Iteration 29Q: 3 clusters Score -6504326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6504326.000000 Penalty: 5379.602051
	Iteration 30Q: 3 clusters Score -6504326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6504337.000000 Penalty: 5379.602051
	Iteration 31Q: 3 clusters Score -6504337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6504340.500000 Penalty: 5379.602051
	Iteration 32Q: 3 clusters Score -6504340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6504342.500000 Penalty: 5379.602051
	Iteration 33Q: 3 clusters Score -6504342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6504342.500000 Penalty: 5379.602051
	Iteration 34F: 3 clusters Score -6504342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Entering Unmasked Estep 
Score: -788676.250000 Penalty: 2177.444580
	Iteration 0F: 2 clusters Score -788676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -783252.187500 Penalty: 4354.889160
	Iteration 0F: 3 clusters Score -783252.2 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -784675.687500 Penalty: 4354.889160
	Iteration 1F: 3 clusters Score -784675.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -784960.562500 Penalty: 4354.889160
	Iteration 2F: 3 clusters Score -784960.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -785174.750000 Penalty: 4354.889160
	Iteration 3F: 3 clusters Score -785174.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -785335.000000 Penalty: 4354.889160
	Iteration 4Q: 3 clusters Score -785335 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -785482.437500 Penalty: 4354.889160
	Iteration 5Q: 3 clusters Score -785482.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -785623.000000 Penalty: 4354.889160
	Iteration 6Q: 3 clusters Score -785623 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -785752.062500 Penalty: 4354.889160
	Iteration 7Q: 3 clusters Score -785752.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -785896.750000 Penalty: 4354.889160
	Iteration 8Q: 3 clusters Score -785896.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -786047.437500 Penalty: 4354.889160
	Iteration 9Q: 3 clusters Score -786047.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -786181.500000 Penalty: 4354.889160
	Iteration 10Q: 3 clusters Score -786181.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -786283.562500 Penalty: 4354.889160
	Iteration 11Q: 3 clusters Score -786283.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -786357.687500 Penalty: 4354.889160
	Iteration 12Q: 3 clusters Score -786357.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -786423.937500 Penalty: 4354.889160
	Iteration 13Q: 3 clusters Score -786423.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -786465.562500 Penalty: 4354.889160
	Iteration 14Q: 3 clusters Score -786465.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -786508.312500 Penalty: 4354.889160
	Iteration 15Q: 3 clusters Score -786508.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -786558.437500 Penalty: 4354.889160
	Iteration 16Q: 3 clusters Score -786558.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -786603.437500 Penalty: 4354.889160
	Iteration 17Q: 3 clusters Score -786603.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -786645.187500 Penalty: 4354.889160
	Iteration 18Q: 3 clusters Score -786645.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -786684.000000 Penalty: 4354.889160
	Iteration 19Q: 3 clusters Score -786684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -786710.312500 Penalty: 4354.889160
	Iteration 20F: 3 clusters Score -786710.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -786727.562500 Penalty: 4354.889160
	Iteration 21Q: 3 clusters Score -786727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -786747.187500 Penalty: 4354.889160
	Iteration 22Q: 3 clusters Score -786747.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -786761.562500 Penalty: 4354.889160
	Iteration 23Q: 3 clusters Score -786761.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -786774.125000 Penalty: 4354.889160
	Iteration 24Q: 3 clusters Score -786774.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -786787.437500 Penalty: 4354.889160
	Iteration 25Q: 3 clusters Score -786787.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -786799.562500 Penalty: 4354.889160
	Iteration 26Q: 3 clusters Score -786799.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -786808.750000 Penalty: 4354.889160
	Iteration 27Q: 3 clusters Score -786808.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -786818.375000 Penalty: 4354.889160
	Iteration 28Q: 3 clusters Score -786818.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -786825.687500 Penalty: 4354.889160
	Iteration 29Q: 3 clusters Score -786825.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -786832.750000 Penalty: 4354.889160
	Iteration 30Q: 3 clusters Score -786832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -786836.437500 Penalty: 4354.889160
	Iteration 31Q: 3 clusters Score -786836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -786839.875000 Penalty: 4354.889160
	Iteration 32Q: 3 clusters Score -786839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -786842.937500 Penalty: 4354.889160
	Iteration 33Q: 3 clusters Score -786842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -786844.250000 Penalty: 4354.889160
	Iteration 34Q: 3 clusters Score -786844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -786846.312500 Penalty: 4354.889160
	Iteration 35Q: 3 clusters Score -786846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -786848.875000 Penalty: 4354.889160
	Iteration 36Q: 3 clusters Score -786848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -786850.500000 Penalty: 4354.889160
	Iteration 37Q: 3 clusters Score -786850.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -786851.125000 Penalty: 4354.889160
	Iteration 38Q: 3 clusters Score -786851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -786854.812500 Penalty: 4354.889160
	Iteration 39Q: 3 clusters Score -786854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -786853.750000 Penalty: 4354.889160
	Iteration 40F: 3 clusters Score -786853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -786859.125000 Penalty: 4354.889160
	Iteration 41Q: 3 clusters Score -786859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -786858.625000 Penalty: 4354.889160
	Iteration 42Q: 3 clusters Score -786858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -786860.187500 Penalty: 4354.889160
	Iteration 43Q: 3 clusters Score -786860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -786861.000000 Penalty: 4354.889160
	Iteration 44Q: 3 clusters Score -786861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -786861.000000 Penalty: 4354.889160
	Iteration 45F: 3 clusters Score -786861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133430.312500 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133430.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133808.515625 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133808.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133906.500000 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -133906.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133983.875000 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -133983.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134076.453125 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134076.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134216.140625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134216.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134309.781250 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134309.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134376.562500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134376.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134431.296875 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134431.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134497.234375 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134497.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134539.671875 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134575.171875 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134608.671875 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134608.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134641.609375 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134668.765625 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134692.281250 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134706.281250 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -134723.218750 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134737.750000 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134747.281250 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134747.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134754.421875 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134757.312500 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134766.000000 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134772.343750 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134775.437500 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134775.437500 Penalty: 3504.120605
	Iteration 25F: 3 clusters Score -134775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -289561.062500 Penalty: 1921.831909
	Iteration 0F: 2 clusters Score -289561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -286712.562500 Penalty: 3843.663818
	Iteration 0F: 3 clusters Score -286712.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -287249.093750 Penalty: 3843.663818
	Iteration 1F: 3 clusters Score -287249.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287381.593750 Penalty: 3843.663818
	Iteration 2F: 3 clusters Score -287381.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -287465.406250 Penalty: 3843.663818
	Iteration 3Q: 3 clusters Score -287465.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287510.843750 Penalty: 3843.663818
	Iteration 4Q: 3 clusters Score -287510.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -287535.843750 Penalty: 3843.663818
	Iteration 5Q: 3 clusters Score -287535.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287550.843750 Penalty: 3843.663818
	Iteration 6Q: 3 clusters Score -287550.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -287560.406250 Penalty: 3843.663818
	Iteration 7Q: 3 clusters Score -287560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287568.062500 Penalty: 3843.663818
	Iteration 8Q: 3 clusters Score -287568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287573.656250 Penalty: 3843.663818
	Iteration 9Q: 3 clusters Score -287573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287578.625000 Penalty: 3843.663818
	Iteration 10Q: 3 clusters Score -287578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -287581.312500 Penalty: 3843.663818
	Iteration 11Q: 3 clusters Score -287581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -287586.000000 Penalty: 3843.663818
	Iteration 12Q: 3 clusters Score -287586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -287589.562500 Penalty: 3843.663818
	Iteration 13Q: 3 clusters Score -287589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287593.187500 Penalty: 3843.663818
	Iteration 14Q: 3 clusters Score -287593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -287596.375000 Penalty: 3843.663818
	Iteration 15Q: 3 clusters Score -287596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287598.156250 Penalty: 3843.663818
	Iteration 16Q: 3 clusters Score -287598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -287599.718750 Penalty: 3843.663818
	Iteration 17Q: 3 clusters Score -287599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -287600.468750 Penalty: 3843.663818
	Iteration 18Q: 3 clusters Score -287600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -287602.218750 Penalty: 3843.663818
	Iteration 19Q: 3 clusters Score -287602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -287603.656250 Penalty: 3843.663818
	Iteration 20F: 3 clusters Score -287603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -287605.750000 Penalty: 3843.663818
	Iteration 21Q: 3 clusters Score -287605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -287606.343750 Penalty: 3843.663818
	Iteration 22Q: 3 clusters Score -287606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -287607.031250 Penalty: 3843.663818
	Iteration 23Q: 3 clusters Score -287607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -287607.031250 Penalty: 3843.663818
	Iteration 24F: 3 clusters Score -287607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Entering Unmasked Estep 
Score: -764656.187500 Penalty: 2170.561768
	Iteration 0F: 2 clusters Score -764656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -759356.937500 Penalty: 4341.123535
	Iteration 0F: 3 clusters Score -759356.9 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -760758.312500 Penalty: 4341.123535
	Iteration 1F: 3 clusters Score -760758.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -761047.250000 Penalty: 4341.123535
	Iteration 2F: 3 clusters Score -761047.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -761244.937500 Penalty: 4341.123535
	Iteration 3F: 3 clusters Score -761244.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -761401.437500 Penalty: 4341.123535
	Iteration 4Q: 3 clusters Score -761401.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -761536.687500 Penalty: 4341.123535
	Iteration 5Q: 3 clusters Score -761536.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -761689.062500 Penalty: 4341.123535
	Iteration 6Q: 3 clusters Score -761689.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -761825.000000 Penalty: 4341.123535
	Iteration 7Q: 3 clusters Score -761825 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -761975.000000 Penalty: 4341.123535
	Iteration 8Q: 3 clusters Score -761975 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -762139.375000 Penalty: 4341.123535
	Iteration 9Q: 3 clusters Score -762139.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -762299.500000 Penalty: 4341.123535
	Iteration 10Q: 3 clusters Score -762299.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -762443.875000 Penalty: 4341.123535
	Iteration 11Q: 3 clusters Score -762443.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -762574.000000 Penalty: 4341.123535
	Iteration 12Q: 3 clusters Score -762574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -762687.687500 Penalty: 4341.123535
	Iteration 13Q: 3 clusters Score -762687.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -762797.500000 Penalty: 4341.123535
	Iteration 14Q: 3 clusters Score -762797.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -762892.937500 Penalty: 4341.123535
	Iteration 15Q: 3 clusters Score -762892.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -762981.062500 Penalty: 4341.123535
	Iteration 16Q: 3 clusters Score -762981.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -763057.437500 Penalty: 4341.123535
	Iteration 17Q: 3 clusters Score -763057.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -763140.437500 Penalty: 4341.123535
	Iteration 18Q: 3 clusters Score -763140.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -763211.250000 Penalty: 4341.123535
	Iteration 19Q: 3 clusters Score -763211.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -763282.000000 Penalty: 4341.123535
	Iteration 20F: 3 clusters Score -763282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -763349.437500 Penalty: 4341.123535
	Iteration 21Q: 3 clusters Score -763349.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -763423.375000 Penalty: 4341.123535
	Iteration 22Q: 3 clusters Score -763423.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -763481.437500 Penalty: 4341.123535
	Iteration 23Q: 3 clusters Score -763481.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -763531.812500 Penalty: 4341.123535
	Iteration 24Q: 3 clusters Score -763531.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -763579.000000 Penalty: 4341.123535
	Iteration 25Q: 3 clusters Score -763579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -763604.875000 Penalty: 4341.123535
	Iteration 26Q: 3 clusters Score -763604.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -763618.937500 Penalty: 4341.123535
	Iteration 27Q: 3 clusters Score -763618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -763627.000000 Penalty: 4341.123535
	Iteration 28Q: 3 clusters Score -763627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -763635.500000 Penalty: 4341.123535
	Iteration 29Q: 3 clusters Score -763635.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -763642.812500 Penalty: 4341.123535
	Iteration 30Q: 3 clusters Score -763642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -763646.437500 Penalty: 4341.123535
	Iteration 31Q: 3 clusters Score -763646.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -763652.750000 Penalty: 4341.123535
	Iteration 32Q: 3 clusters Score -763652.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -763655.937500 Penalty: 4341.123535
	Iteration 33Q: 3 clusters Score -763655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -763658.750000 Penalty: 4341.123535
	Iteration 34Q: 3 clusters Score -763658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -763658.312500 Penalty: 4341.123535
	Iteration 35Q: 3 clusters Score -763658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -763659.812500 Penalty: 4341.123535
	Iteration 36Q: 3 clusters Score -763659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -763662.375000 Penalty: 4341.123535
	Iteration 37Q: 3 clusters Score -763662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -763664.937500 Penalty: 4341.123535
	Iteration 38Q: 3 clusters Score -763664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -763663.562500 Penalty: 4341.123535
	Iteration 39Q: 3 clusters Score -763663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -763665.375000 Penalty: 4341.123535
	Iteration 40F: 3 clusters Score -763665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -763665.625000 Penalty: 4341.123535
	Iteration 41Q: 3 clusters Score -763665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -763665.625000 Penalty: 4341.123535
	Iteration 42Q: 3 clusters Score -763665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -763665.625000 Penalty: 4341.123535
	Iteration 43F: 3 clusters Score -763665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -607538.000000 Penalty: 2114.780762
	Iteration 0F: 2 clusters Score -607538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -603030.437500 Penalty: 4229.561523
	Iteration 0F: 3 clusters Score -603030.4 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -604076.437500 Penalty: 4229.561523
	Iteration 1F: 3 clusters Score -604076.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -604320.562500 Penalty: 4229.561523
	Iteration 2F: 3 clusters Score -604320.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -604483.062500 Penalty: 4229.561523
	Iteration 3Q: 3 clusters Score -604483.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -604625.437500 Penalty: 4229.561523
	Iteration 4Q: 3 clusters Score -604625.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -604770.625000 Penalty: 4229.561523
	Iteration 5Q: 3 clusters Score -604770.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -604912.562500 Penalty: 4229.561523
	Iteration 6Q: 3 clusters Score -604912.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -605081.000000 Penalty: 4229.561523
	Iteration 7Q: 3 clusters Score -605081 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -605269.312500 Penalty: 4229.561523
	Iteration 8Q: 3 clusters Score -605269.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -605463.687500 Penalty: 4229.561523
	Iteration 9Q: 3 clusters Score -605463.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -605643.125000 Penalty: 4229.561523
	Iteration 10Q: 3 clusters Score -605643.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -605775.437500 Penalty: 4229.561523
	Iteration 11Q: 3 clusters Score -605775.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -605880.250000 Penalty: 4229.561523
	Iteration 12Q: 3 clusters Score -605880.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -605949.625000 Penalty: 4229.561523
	Iteration 13Q: 3 clusters Score -605949.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -606009.875000 Penalty: 4229.561523
	Iteration 14Q: 3 clusters Score -606009.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -606053.187500 Penalty: 4229.561523
	Iteration 15Q: 3 clusters Score -606053.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -606086.812500 Penalty: 4229.561523
	Iteration 16Q: 3 clusters Score -606086.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -606118.375000 Penalty: 4229.561523
	Iteration 17Q: 3 clusters Score -606118.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -606144.125000 Penalty: 4229.561523
	Iteration 18Q: 3 clusters Score -606144.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -606159.687500 Penalty: 4229.561523
	Iteration 19Q: 3 clusters Score -606159.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -606178.000000 Penalty: 4229.561523
	Iteration 20F: 3 clusters Score -606178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -606186.937500 Penalty: 4229.561523
	Iteration 21Q: 3 clusters Score -606186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -606191.937500 Penalty: 4229.561523
	Iteration 22Q: 3 clusters Score -606191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -606199.375000 Penalty: 4229.561523
	Iteration 23Q: 3 clusters Score -606199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -606203.500000 Penalty: 4229.561523
	Iteration 24Q: 3 clusters Score -606203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -606211.312500 Penalty: 4229.561523
	Iteration 25Q: 3 clusters Score -606211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -606219.437500 Penalty: 4229.561523
	Iteration 26Q: 3 clusters Score -606219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -606224.750000 Penalty: 4229.561523
	Iteration 27Q: 3 clusters Score -606224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -606232.750000 Penalty: 4229.561523
	Iteration 28Q: 3 clusters Score -606232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -606236.562500 Penalty: 4229.561523
	Iteration 29Q: 3 clusters Score -606236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -606238.687500 Penalty: 4229.561523
	Iteration 30Q: 3 clusters Score -606238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -606242.562500 Penalty: 4229.561523
	Iteration 31Q: 3 clusters Score -606242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -606247.125000 Penalty: 4229.561523
	Iteration 32Q: 3 clusters Score -606247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -606250.437500 Penalty: 4229.561523
	Iteration 33Q: 3 clusters Score -606250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -606252.125000 Penalty: 4229.561523
	Iteration 34Q: 3 clusters Score -606252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -606254.812500 Penalty: 4229.561523
	Iteration 35Q: 3 clusters Score -606254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -606253.562500 Penalty: 4229.561523
	Iteration 36Q: 3 clusters Score -606253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -606254.812500 Penalty: 4229.561523
	Iteration 37Q: 3 clusters Score -606254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -606255.937500 Penalty: 4229.561523
	Iteration 38Q: 3 clusters Score -606255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -606255.937500 Penalty: 4229.561523
	Iteration 39F: 3 clusters Score -606255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Entering Unmasked Estep 
Score: -14677992.000000 Penalty: 2894.748047
	Iteration 0F: 2 clusters Score -1.467799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -14599772.000000 Penalty: 5789.496094
	Iteration 0F: 3 clusters Score -1.459977e+07 nChanged 55690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -14631695.000000 Penalty: 5789.496094
	Iteration 1F: 3 clusters Score -1.46317e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -14632692.000000 Penalty: 5789.496094
	Iteration 2Q: 3 clusters Score -1.463269e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -14633961.000000 Penalty: 5789.496094
	Iteration 3Q: 3 clusters Score -1.463396e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -14635633.000000 Penalty: 5789.496094
	Iteration 4Q: 3 clusters Score -1.463563e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -14637827.000000 Penalty: 5789.496094
	Iteration 5Q: 3 clusters Score -1.463783e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -14640671.000000 Penalty: 5789.496094
	Iteration 6Q: 3 clusters Score -1.464067e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -14644908.000000 Penalty: 5789.496094
	Iteration 7F: 3 clusters Score -1.464491e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -14650870.000000 Penalty: 5789.496094
	Iteration 8F: 3 clusters Score -1.465087e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -14657490.000000 Penalty: 5789.496094
	Iteration 9F: 3 clusters Score -1.465749e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -14662295.000000 Penalty: 5789.496094
	Iteration 10F: 3 clusters Score -1.46623e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -14665156.000000 Penalty: 5789.496094
	Iteration 11Q: 3 clusters Score -1.466516e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -14666891.000000 Penalty: 5789.496094
	Iteration 12Q: 3 clusters Score -1.466689e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -14668331.000000 Penalty: 5789.496094
	Iteration 13Q: 3 clusters Score -1.466833e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -14669496.000000 Penalty: 5789.496094
	Iteration 14Q: 3 clusters Score -1.46695e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -14670492.000000 Penalty: 5789.496094
	Iteration 15Q: 3 clusters Score -1.467049e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -14671198.000000 Penalty: 5789.496094
	Iteration 16Q: 3 clusters Score -1.46712e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -14671694.000000 Penalty: 5789.496094
	Iteration 17Q: 3 clusters Score -1.467169e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -14671962.000000 Penalty: 5789.496094
	Iteration 18Q: 3 clusters Score -1.467196e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -14672239.000000 Penalty: 5789.496094
	Iteration 19Q: 3 clusters Score -1.467224e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -14672507.000000 Penalty: 5789.496094
	Iteration 20F: 3 clusters Score -1.467251e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -14672663.000000 Penalty: 5789.496094
	Iteration 21Q: 3 clusters Score -1.467266e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -14672748.000000 Penalty: 5789.496094
	Iteration 22Q: 3 clusters Score -1.467275e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -14672889.000000 Penalty: 5789.496094
	Iteration 23Q: 3 clusters Score -1.467289e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -14672994.000000 Penalty: 5789.496094
	Iteration 24Q: 3 clusters Score -1.467299e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -14673045.000000 Penalty: 5789.496094
	Iteration 25Q: 3 clusters Score -1.467304e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -14673046.000000 Penalty: 5789.496094
	Iteration 26Q: 3 clusters Score -1.467305e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -14673035.000000 Penalty: 5789.496094
	Iteration 27Q: 3 clusters Score -1.467304e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -14673075.000000 Penalty: 5789.496094
	Iteration 28Q: 3 clusters Score -1.467308e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -14673169.000000 Penalty: 5789.496094
	Iteration 29Q: 3 clusters Score -1.467317e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -14673209.000000 Penalty: 5789.496094
	Iteration 30Q: 3 clusters Score -1.467321e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -14673224.000000 Penalty: 5789.496094
	Iteration 31Q: 3 clusters Score -1.467322e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -14673298.000000 Penalty: 5789.496094
	Iteration 32Q: 3 clusters Score -1.46733e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -14673318.000000 Penalty: 5789.496094
	Iteration 33Q: 3 clusters Score -1.467332e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -14673339.000000 Penalty: 5789.496094
	Iteration 34Q: 3 clusters Score -1.467334e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -14673354.000000 Penalty: 5789.496094
	Iteration 35Q: 3 clusters Score -1.467335e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -14673418.000000 Penalty: 5789.496094
	Iteration 36Q: 3 clusters Score -1.467342e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -14673435.000000 Penalty: 5789.496094
	Iteration 37Q: 3 clusters Score -1.467344e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -14673482.000000 Penalty: 5789.496094
	Iteration 38Q: 3 clusters Score -1.467348e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -14673511.000000 Penalty: 5789.496094
	Iteration 39Q: 3 clusters Score -1.467351e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -14673546.000000 Penalty: 5789.496094
	Iteration 40F: 3 clusters Score -1.467355e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -14673544.000000 Penalty: 5789.496094
	Iteration 41Q: 3 clusters Score -1.467354e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -14673533.000000 Penalty: 5789.496094
	Iteration 42Q: 3 clusters Score -1.467353e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -14673552.000000 Penalty: 5789.496094
	Iteration 43Q: 3 clusters Score -1.467355e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -14673563.000000 Penalty: 5789.496094
	Iteration 44Q: 3 clusters Score -1.467356e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -14673573.000000 Penalty: 5789.496094
	Iteration 45Q: 3 clusters Score -1.467357e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -14673573.000000 Penalty: 5789.496094
	Iteration 46Q: 3 clusters Score -1.467357e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -14673583.000000 Penalty: 5789.496094
	Iteration 47Q: 3 clusters Score -1.467358e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -14673588.000000 Penalty: 5789.496094
	Iteration 48Q: 3 clusters Score -1.467359e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -14673602.000000 Penalty: 5789.496094
	Iteration 49Q: 3 clusters Score -1.46736e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -14673615.000000 Penalty: 5789.496094
	Iteration 50Q: 3 clusters Score -1.467362e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -14673641.000000 Penalty: 5789.496094
	Iteration 51Q: 3 clusters Score -1.467364e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -14673614.000000 Penalty: 5789.496094
	Iteration 52Q: 3 clusters Score -1.467361e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -14673614.000000 Penalty: 5789.496094
	Iteration 53Q: 3 clusters Score -1.467361e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -14673632.000000 Penalty: 5789.496094
	Iteration 54Q: 3 clusters Score -1.467363e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -14673658.000000 Penalty: 5789.496094
	Iteration 55Q: 3 clusters Score -1.467366e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -14673660.000000 Penalty: 5789.496094
	Iteration 56Q: 3 clusters Score -1.467366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -14673651.000000 Penalty: 5789.496094
	Iteration 57Q: 3 clusters Score -1.467365e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -14673666.000000 Penalty: 5789.496094
	Iteration 58Q: 3 clusters Score -1.467367e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -14673675.000000 Penalty: 5789.496094
	Iteration 59Q: 3 clusters Score -1.467368e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 86336 members 
Entering Unmasked Estep 
Score: -14673703.000000 Penalty: 5789.496094
	Iteration 60F: 3 clusters Score -1.46737e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -14673704.000000 Penalty: 5789.496094
	Iteration 61Q: 3 clusters Score -1.46737e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -14673688.000000 Penalty: 5789.496094
	Iteration 62Q: 3 clusters Score -1.467369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -14673693.000000 Penalty: 5789.496094
	Iteration 63Q: 3 clusters Score -1.467369e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -14673680.000000 Penalty: 5789.496094
	Iteration 64Q: 3 clusters Score -1.467368e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -14673710.000000 Penalty: 5789.496094
	Iteration 65Q: 3 clusters Score -1.467371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -14673725.000000 Penalty: 5789.496094
	Iteration 66Q: 3 clusters Score -1.467372e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -14673738.000000 Penalty: 5789.496094
	Iteration 67Q: 3 clusters Score -1.467374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -14673746.000000 Penalty: 5789.496094
	Iteration 68Q: 3 clusters Score -1.467375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -14673729.000000 Penalty: 5789.496094
	Iteration 69Q: 3 clusters Score -1.467373e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -14673724.000000 Penalty: 5789.496094
	Iteration 70Q: 3 clusters Score -1.467372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -14673720.000000 Penalty: 5789.496094
	Iteration 71Q: 3 clusters Score -1.467372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -14673722.000000 Penalty: 5789.496094
	Iteration 72Q: 3 clusters Score -1.467372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -14673713.000000 Penalty: 5789.496094
	Iteration 73Q: 3 clusters Score -1.467371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -14673715.000000 Penalty: 5789.496094
	Iteration 74Q: 3 clusters Score -1.467372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -14673734.000000 Penalty: 5789.496094
	Iteration 75Q: 3 clusters Score -1.467373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -14673733.000000 Penalty: 5789.496094
	Iteration 76Q: 3 clusters Score -1.467373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -14673722.000000 Penalty: 5789.496094
	Iteration 77Q: 3 clusters Score -1.467372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -14673694.000000 Penalty: 5789.496094
	Iteration 78Q: 3 clusters Score -1.467369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -14673667.000000 Penalty: 5789.496094
	Iteration 79Q: 3 clusters Score -1.467367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -14673665.000000 Penalty: 5789.496094
	Iteration 80F: 3 clusters Score -1.467366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -14673677.000000 Penalty: 5789.496094
	Iteration 81Q: 3 clusters Score -1.467368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -14673673.000000 Penalty: 5789.496094
	Iteration 82Q: 3 clusters Score -1.467367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -14673671.000000 Penalty: 5789.496094
	Iteration 83Q: 3 clusters Score -1.467367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -14673668.000000 Penalty: 5789.496094
	Iteration 84Q: 3 clusters Score -1.467367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -14673674.000000 Penalty: 5789.496094
	Iteration 85Q: 3 clusters Score -1.467367e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -14673684.000000 Penalty: 5789.496094
	Iteration 86Q: 3 clusters Score -1.467368e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -14673678.000000 Penalty: 5789.496094
	Iteration 87Q: 3 clusters Score -1.467368e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -14673698.000000 Penalty: 5789.496094
	Iteration 88Q: 3 clusters Score -1.46737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -14673697.000000 Penalty: 5789.496094
	Iteration 89Q: 3 clusters Score -1.46737e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -14673705.000000 Penalty: 5789.496094
	Iteration 90Q: 3 clusters Score -1.46737e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -14673713.000000 Penalty: 5789.496094
	Iteration 91Q: 3 clusters Score -1.467371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -14673725.000000 Penalty: 5789.496094
	Iteration 92Q: 3 clusters Score -1.467372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -14673731.000000 Penalty: 5789.496094
	Iteration 93Q: 3 clusters Score -1.467373e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -14673748.000000 Penalty: 5789.496094
	Iteration 94Q: 3 clusters Score -1.467375e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -14673740.000000 Penalty: 5789.496094
	Iteration 95Q: 3 clusters Score -1.467374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -14673741.000000 Penalty: 5789.496094
	Iteration 96Q: 3 clusters Score -1.467374e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -14673761.000000 Penalty: 5789.496094
	Iteration 97Q: 3 clusters Score -1.467376e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -14673780.000000 Penalty: 5789.496094
	Iteration 98Q: 3 clusters Score -1.467378e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -14673774.000000 Penalty: 5789.496094
	Iteration 99Q: 3 clusters Score -1.467377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -14673760.000000 Penalty: 5789.496094
	Iteration 100F: 3 clusters Score -1.467376e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -14673755.000000 Penalty: 5789.496094
	Iteration 101Q: 3 clusters Score -1.467376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -14673757.000000 Penalty: 5789.496094
	Iteration 102Q: 3 clusters Score -1.467376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -14673752.000000 Penalty: 5789.496094
	Iteration 103Q: 3 clusters Score -1.467375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -14673774.000000 Penalty: 5789.496094
	Iteration 104Q: 3 clusters Score -1.467377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -14673774.000000 Penalty: 5789.496094
	Iteration 105Q: 3 clusters Score -1.467377e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -14673767.000000 Penalty: 5789.496094
	Iteration 106Q: 3 clusters Score -1.467377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -14673764.000000 Penalty: 5789.496094
	Iteration 107Q: 3 clusters Score -1.467376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -14673769.000000 Penalty: 5789.496094
	Iteration 108Q: 3 clusters Score -1.467377e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -14673764.000000 Penalty: 5789.496094
	Iteration 109Q: 3 clusters Score -1.467376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -14673756.000000 Penalty: 5789.496094
	Iteration 110Q: 3 clusters Score -1.467376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -14673739.000000 Penalty: 5789.496094
	Iteration 111Q: 3 clusters Score -1.467374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -14673754.000000 Penalty: 5789.496094
	Iteration 112Q: 3 clusters Score -1.467375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -14673769.000000 Penalty: 5789.496094
	Iteration 113Q: 3 clusters Score -1.467377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -14673760.000000 Penalty: 5789.496094
	Iteration 114Q: 3 clusters Score -1.467376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -14673791.000000 Penalty: 5789.496094
	Iteration 115Q: 3 clusters Score -1.467379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -14673801.000000 Penalty: 5789.496094
	Iteration 116Q: 3 clusters Score -1.46738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -14673803.000000 Penalty: 5789.496094
	Iteration 117Q: 3 clusters Score -1.46738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -14673805.000000 Penalty: 5789.496094
	Iteration 118Q: 3 clusters Score -1.46738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -14673802.000000 Penalty: 5789.496094
	Iteration 119Q: 3 clusters Score -1.46738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -14673800.000000 Penalty: 5789.496094
	Iteration 120F: 3 clusters Score -1.46738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -14673809.000000 Penalty: 5789.496094
	Iteration 121Q: 3 clusters Score -1.467381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -14673784.000000 Penalty: 5789.496094
	Iteration 122Q: 3 clusters Score -1.467378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -14673783.000000 Penalty: 5789.496094
	Iteration 123Q: 3 clusters Score -1.467378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -14673781.000000 Penalty: 5789.496094
	Iteration 124Q: 3 clusters Score -1.467378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -14673781.000000 Penalty: 5789.496094
	Iteration 125Q: 3 clusters Score -1.467378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -14673778.000000 Penalty: 5789.496094
	Iteration 126Q: 3 clusters Score -1.467378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -14673790.000000 Penalty: 5789.496094
	Iteration 127Q: 3 clusters Score -1.467379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -14673797.000000 Penalty: 5789.496094
	Iteration 128Q: 3 clusters Score -1.46738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -14673795.000000 Penalty: 5789.496094
	Iteration 129Q: 3 clusters Score -1.46738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -14673796.000000 Penalty: 5789.496094
	Iteration 130Q: 3 clusters Score -1.46738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -14673793.000000 Penalty: 5789.496094
	Iteration 131Q: 3 clusters Score -1.467379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -14673799.000000 Penalty: 5789.496094
	Iteration 132Q: 3 clusters Score -1.46738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -14673805.000000 Penalty: 5789.496094
	Iteration 133Q: 3 clusters Score -1.46738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -14673815.000000 Penalty: 5789.496094
	Iteration 134Q: 3 clusters Score -1.467382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -14673815.000000 Penalty: 5789.496094
	Iteration 135Q: 3 clusters Score -1.467382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -14673821.000000 Penalty: 5789.496094
	Iteration 136Q: 3 clusters Score -1.467382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -14673789.000000 Penalty: 5789.496094
	Iteration 137Q: 3 clusters Score -1.467379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -14673780.000000 Penalty: 5789.496094
	Iteration 138Q: 3 clusters Score -1.467378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -14673771.000000 Penalty: 5789.496094
	Iteration 139Q: 3 clusters Score -1.467377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -14673768.000000 Penalty: 5789.496094
	Iteration 140F: 3 clusters Score -1.467377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -14673765.000000 Penalty: 5789.496094
	Iteration 141Q: 3 clusters Score -1.467376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -14673770.000000 Penalty: 5789.496094
	Iteration 142Q: 3 clusters Score -1.467377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -14673762.000000 Penalty: 5789.496094
	Iteration 143Q: 3 clusters Score -1.467376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -14673750.000000 Penalty: 5789.496094
	Iteration 144Q: 3 clusters Score -1.467375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5789.496094
	Iteration 145Q: 3 clusters Score -1.467375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -14673748.000000 Penalty: 5789.496094
	Iteration 146Q: 3 clusters Score -1.467375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -14673748.000000 Penalty: 5789.496094
	Iteration 147Q: 3 clusters Score -1.467375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -14673745.000000 Penalty: 5789.496094
	Iteration 148Q: 3 clusters Score -1.467374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -14673747.000000 Penalty: 5789.496094
	Iteration 149Q: 3 clusters Score -1.467375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -14673757.000000 Penalty: 5789.496094
	Iteration 150Q: 3 clusters Score -1.467376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -14673743.000000 Penalty: 5789.496094
	Iteration 151Q: 3 clusters Score -1.467374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -14673751.000000 Penalty: 5789.496094
	Iteration 152Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5789.496094
	Iteration 153Q: 3 clusters Score -1.467375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -14673753.000000 Penalty: 5789.496094
	Iteration 154Q: 3 clusters Score -1.467375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -14673758.000000 Penalty: 5789.496094
	Iteration 155Q: 3 clusters Score -1.467376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -14673750.000000 Penalty: 5789.496094
	Iteration 156Q: 3 clusters Score -1.467375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -14673749.000000 Penalty: 5789.496094
	Iteration 157Q: 3 clusters Score -1.467375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -14673745.000000 Penalty: 5789.496094
	Iteration 158Q: 3 clusters Score -1.467374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -14673751.000000 Penalty: 5789.496094
	Iteration 159Q: 3 clusters Score -1.467375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -14673757.000000 Penalty: 5789.496094
	Iteration 160F: 3 clusters Score -1.467376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -14673756.000000 Penalty: 5789.496094
	Iteration 161Q: 3 clusters Score -1.467376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -14673761.000000 Penalty: 5789.496094
	Iteration 162Q: 3 clusters Score -1.467376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -14673762.000000 Penalty: 5789.496094
	Iteration 163Q: 3 clusters Score -1.467376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -14673764.000000 Penalty: 5789.496094
	Iteration 164Q: 3 clusters Score -1.467376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -14673768.000000 Penalty: 5789.496094
	Iteration 165Q: 3 clusters Score -1.467377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -14673766.000000 Penalty: 5789.496094
	Iteration 166Q: 3 clusters Score -1.467377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -14673771.000000 Penalty: 5789.496094
	Iteration 167Q: 3 clusters Score -1.467377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -14673775.000000 Penalty: 5789.496094
	Iteration 168Q: 3 clusters Score -1.467378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -14673783.000000 Penalty: 5789.496094
	Iteration 169Q: 3 clusters Score -1.467378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -14673783.000000 Penalty: 5789.496094
	Iteration 170F: 3 clusters Score -1.467378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Entering Unmasked Estep 
Score: -3494704.000000 Penalty: 2542.730713
	Iteration 0F: 2 clusters Score -3494704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3475174.750000 Penalty: 5085.461426
	Iteration 0F: 3 clusters Score -3475175 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3482028.000000 Penalty: 5085.461426
	Iteration 1F: 3 clusters Score -3482028 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3482443.750000 Penalty: 5085.461426
	Iteration 2Q: 3 clusters Score -3482444 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3482818.750000 Penalty: 5085.461426
	Iteration 3Q: 3 clusters Score -3482819 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3483174.750000 Penalty: 5085.461426
	Iteration 4Q: 3 clusters Score -3483175 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3483603.500000 Penalty: 5085.461426
	Iteration 5Q: 3 clusters Score -3483604 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3484183.500000 Penalty: 5085.461426
	Iteration 6Q: 3 clusters Score -3484184 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3485148.500000 Penalty: 5085.461426
	Iteration 7F: 3 clusters Score -3485148 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3486537.250000 Penalty: 5085.461426
	Iteration 8F: 3 clusters Score -3486537 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3488265.500000 Penalty: 5085.461426
	Iteration 9F: 3 clusters Score -3488266 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3489941.000000 Penalty: 5085.461426
	Iteration 10F: 3 clusters Score -3489941 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3491192.750000 Penalty: 5085.461426
	Iteration 11F: 3 clusters Score -3491193 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3492169.750000 Penalty: 5085.461426
	Iteration 12Q: 3 clusters Score -3492170 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3492779.750000 Penalty: 5085.461426
	Iteration 13Q: 3 clusters Score -3492780 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3493214.000000 Penalty: 5085.461426
	Iteration 14Q: 3 clusters Score -3493214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3493515.750000 Penalty: 5085.461426
	Iteration 15Q: 3 clusters Score -3493516 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3493735.000000 Penalty: 5085.461426
	Iteration 16Q: 3 clusters Score -3493735 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3493826.000000 Penalty: 5085.461426
	Iteration 17Q: 3 clusters Score -3493826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3493910.500000 Penalty: 5085.461426
	Iteration 18Q: 3 clusters Score -3493910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3493958.750000 Penalty: 5085.461426
	Iteration 19Q: 3 clusters Score -3493959 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3494001.500000 Penalty: 5085.461426
	Iteration 20F: 3 clusters Score -3494002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3494028.500000 Penalty: 5085.461426
	Iteration 21Q: 3 clusters Score -3494028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3494046.000000 Penalty: 5085.461426
	Iteration 22Q: 3 clusters Score -3494046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3494061.250000 Penalty: 5085.461426
	Iteration 23Q: 3 clusters Score -3494061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3494077.250000 Penalty: 5085.461426
	Iteration 24Q: 3 clusters Score -3494077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3494085.750000 Penalty: 5085.461426
	Iteration 25Q: 3 clusters Score -3494086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3494097.750000 Penalty: 5085.461426
	Iteration 26Q: 3 clusters Score -3494098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3494103.750000 Penalty: 5085.461426
	Iteration 27Q: 3 clusters Score -3494104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3494108.500000 Penalty: 5085.461426
	Iteration 28Q: 3 clusters Score -3494108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3494111.750000 Penalty: 5085.461426
	Iteration 29Q: 3 clusters Score -3494112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3494112.500000 Penalty: 5085.461426
	Iteration 30Q: 3 clusters Score -3494112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3494120.500000 Penalty: 5085.461426
	Iteration 31Q: 3 clusters Score -3494120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3494118.500000 Penalty: 5085.461426
	Iteration 32Q: 3 clusters Score -3494118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3494124.000000 Penalty: 5085.461426
	Iteration 33Q: 3 clusters Score -3494124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3494121.750000 Penalty: 5085.461426
	Iteration 34Q: 3 clusters Score -3494122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3494119.000000 Penalty: 5085.461426
	Iteration 35Q: 3 clusters Score -3494119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3494125.250000 Penalty: 5085.461426
	Iteration 36Q: 3 clusters Score -3494125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3494129.750000 Penalty: 5085.461426
	Iteration 37Q: 3 clusters Score -3494130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3494125.500000 Penalty: 5085.461426
	Iteration 38Q: 3 clusters Score -3494126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3494133.000000 Penalty: 5085.461426
	Iteration 39Q: 3 clusters Score -3494133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3494130.000000 Penalty: 5085.461426
	Iteration 40F: 3 clusters Score -3494130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3494127.750000 Penalty: 5085.461426
	Iteration 41Q: 3 clusters Score -3494128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3494131.250000 Penalty: 5085.461426
	Iteration 42Q: 3 clusters Score -3494131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3494128.000000 Penalty: 5085.461426
	Iteration 43Q: 3 clusters Score -3494128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3494129.250000 Penalty: 5085.461426
	Iteration 44Q: 3 clusters Score -3494129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3494133.500000 Penalty: 5085.461426
	Iteration 45Q: 3 clusters Score -3494134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3494128.750000 Penalty: 5085.461426
	Iteration 46Q: 3 clusters Score -3494129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3494129.750000 Penalty: 5085.461426
	Iteration 47Q: 3 clusters Score -3494130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3494128.000000 Penalty: 5085.461426
	Iteration 48Q: 3 clusters Score -3494128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3494129.500000 Penalty: 5085.461426
	Iteration 49Q: 3 clusters Score -3494130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3494128.500000 Penalty: 5085.461426
	Iteration 50Q: 3 clusters Score -3494128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3494135.000000 Penalty: 5085.461426
	Iteration 51Q: 3 clusters Score -3494135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3494135.250000 Penalty: 5085.461426
	Iteration 52Q: 3 clusters Score -3494135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3494135.500000 Penalty: 5085.461426
	Iteration 53Q: 3 clusters Score -3494136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3494135.250000 Penalty: 5085.461426
	Iteration 54Q: 3 clusters Score -3494135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3494129.750000 Penalty: 5085.461426
	Iteration 55Q: 3 clusters Score -3494130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3494136.750000 Penalty: 5085.461426
	Iteration 56Q: 3 clusters Score -3494137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3494135.500000 Penalty: 5085.461426
	Iteration 57Q: 3 clusters Score -3494136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3494139.750000 Penalty: 5085.461426
	Iteration 58Q: 3 clusters Score -3494140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3494142.750000 Penalty: 5085.461426
	Iteration 59Q: 3 clusters Score -3494143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3494142.500000 Penalty: 5085.461426
	Iteration 60F: 3 clusters Score -3494142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3494145.000000 Penalty: 5085.461426
	Iteration 61Q: 3 clusters Score -3494145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3494142.250000 Penalty: 5085.461426
	Iteration 62Q: 3 clusters Score -3494142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3494140.250000 Penalty: 5085.461426
	Iteration 63Q: 3 clusters Score -3494140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3494140.250000 Penalty: 5085.461426
	Iteration 64Q: 3 clusters Score -3494140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3494139.000000 Penalty: 5085.461426
	Iteration 65Q: 3 clusters Score -3494139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3494142.000000 Penalty: 5085.461426
	Iteration 66Q: 3 clusters Score -3494142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3494139.250000 Penalty: 5085.461426
	Iteration 67Q: 3 clusters Score -3494139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3494140.250000 Penalty: 5085.461426
	Iteration 68Q: 3 clusters Score -3494140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3494139.500000 Penalty: 5085.461426
	Iteration 69Q: 3 clusters Score -3494140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3494140.250000 Penalty: 5085.461426
	Iteration 70Q: 3 clusters Score -3494140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3494139.500000 Penalty: 5085.461426
	Iteration 71Q: 3 clusters Score -3494140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3494139.500000 Penalty: 5085.461426
	Iteration 72F: 3 clusters Score -3494140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 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 308 members 
Entering Unmasked Estep 
Score: -60139.250000 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60139.25 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60340.125000 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60340.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60406.027344 Penalty: 3157.769287
	Iteration 2Q: 3 clusters Score -60406.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60445.796875 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60466.269531 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60466.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60480.214844 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60480.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60493.007812 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60493.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60507.273438 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60507.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60523.652344 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60523.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60564.875000 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60564.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60597.234375 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60597.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60610.945312 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60610.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60615.500000 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60620.027344 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60620.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60626.886719 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -60626.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60628.863281 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -60628.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60629.687500 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -60629.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60629.687500 Penalty: 3157.769287
	Iteration 17F: 3 clusters Score -60629.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Entering Unmasked Estep 
Score: -4968808.000000 Penalty: 2628.126465
	Iteration 0F: 2 clusters Score -4968808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4941571.500000 Penalty: 5256.252930
	Iteration 0F: 3 clusters Score -4941572 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4951900.000000 Penalty: 5256.252930
	Iteration 1F: 3 clusters Score -4951900 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4952550.000000 Penalty: 5256.252930
	Iteration 2Q: 3 clusters Score -4952550 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4953220.500000 Penalty: 5256.252930
	Iteration 3Q: 3 clusters Score -4953220 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4954100.000000 Penalty: 5256.252930
	Iteration 4Q: 3 clusters Score -4954100 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4955197.000000 Penalty: 5256.252930
	Iteration 5F: 3 clusters Score -4955197 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4956507.500000 Penalty: 5256.252930
	Iteration 6F: 3 clusters Score -4956508 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4957830.000000 Penalty: 5256.252930
	Iteration 7F: 3 clusters Score -4957830 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4959017.500000 Penalty: 5256.252930
	Iteration 8F: 3 clusters Score -4959018 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -4959899.000000 Penalty: 5256.252930
	Iteration 9Q: 3 clusters Score -4959899 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4960483.000000 Penalty: 5256.252930
	Iteration 10Q: 3 clusters Score -4960483 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4960954.000000 Penalty: 5256.252930
	Iteration 11Q: 3 clusters Score -4960954 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4961338.500000 Penalty: 5256.252930
	Iteration 12Q: 3 clusters Score -4961338 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4961659.000000 Penalty: 5256.252930
	Iteration 13Q: 3 clusters Score -4961659 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -4962029.000000 Penalty: 5256.252930
	Iteration 14Q: 3 clusters Score -4962029 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4962386.000000 Penalty: 5256.252930
	Iteration 15Q: 3 clusters Score -4962386 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4962797.500000 Penalty: 5256.252930
	Iteration 16Q: 3 clusters Score -4962798 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4963216.500000 Penalty: 5256.252930
	Iteration 17Q: 3 clusters Score -4963216 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4963632.000000 Penalty: 5256.252930
	Iteration 18Q: 3 clusters Score -4963632 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4964129.000000 Penalty: 5256.252930
	Iteration 19Q: 3 clusters Score -4964129 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4964544.500000 Penalty: 5256.252930
	Iteration 20F: 3 clusters Score -4964544 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4964937.000000 Penalty: 5256.252930
	Iteration 21Q: 3 clusters Score -4964937 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4965277.500000 Penalty: 5256.252930
	Iteration 22Q: 3 clusters Score -4965278 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4965552.500000 Penalty: 5256.252930
	Iteration 23Q: 3 clusters Score -4965552 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4965811.000000 Penalty: 5256.252930
	Iteration 24Q: 3 clusters Score -4965811 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4966007.000000 Penalty: 5256.252930
	Iteration 25Q: 3 clusters Score -4966007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4966163.500000 Penalty: 5256.252930
	Iteration 26Q: 3 clusters Score -4966164 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4966281.000000 Penalty: 5256.252930
	Iteration 27Q: 3 clusters Score -4966281 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4966361.000000 Penalty: 5256.252930
	Iteration 28Q: 3 clusters Score -4966361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4966408.000000 Penalty: 5256.252930
	Iteration 29Q: 3 clusters Score -4966408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -4966474.000000 Penalty: 5256.252930
	Iteration 30Q: 3 clusters Score -4966474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4966484.000000 Penalty: 5256.252930
	Iteration 31Q: 3 clusters Score -4966484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -4966527.500000 Penalty: 5256.252930
	Iteration 32Q: 3 clusters Score -4966528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4966550.000000 Penalty: 5256.252930
	Iteration 33Q: 3 clusters Score -4966550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4966564.500000 Penalty: 5256.252930
	Iteration 34Q: 3 clusters Score -4966564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4966583.000000 Penalty: 5256.252930
	Iteration 35Q: 3 clusters Score -4966583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4966596.500000 Penalty: 5256.252930
	Iteration 36Q: 3 clusters Score -4966596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4966598.000000 Penalty: 5256.252930
	Iteration 37Q: 3 clusters Score -4966598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4966603.000000 Penalty: 5256.252930
	Iteration 38Q: 3 clusters Score -4966603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4966607.000000 Penalty: 5256.252930
	Iteration 39Q: 3 clusters Score -4966607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -4966618.000000 Penalty: 5256.252930
	Iteration 40F: 3 clusters Score -4966618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4966625.000000 Penalty: 5256.252930
	Iteration 41Q: 3 clusters Score -4966625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4966623.000000 Penalty: 5256.252930
	Iteration 42Q: 3 clusters Score -4966623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4966628.000000 Penalty: 5256.252930
	Iteration 43Q: 3 clusters Score -4966628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4966631.500000 Penalty: 5256.252930
	Iteration 44Q: 3 clusters Score -4966632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -4966634.500000 Penalty: 5256.252930
	Iteration 45Q: 3 clusters Score -4966634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4966636.500000 Penalty: 5256.252930
	Iteration 46Q: 3 clusters Score -4966636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4966635.500000 Penalty: 5256.252930
	Iteration 47Q: 3 clusters Score -4966636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4966640.000000 Penalty: 5256.252930
	Iteration 48Q: 3 clusters Score -4966640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -4966638.500000 Penalty: 5256.252930
	Iteration 49Q: 3 clusters Score -4966638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4966637.500000 Penalty: 5256.252930
	Iteration 50Q: 3 clusters Score -4966638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -4966637.500000 Penalty: 5256.252930
	Iteration 51Q: 3 clusters Score -4966638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -4966640.500000 Penalty: 5256.252930
	Iteration 52Q: 3 clusters Score -4966640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4966644.000000 Penalty: 5256.252930
	Iteration 53Q: 3 clusters Score -4966644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4966645.000000 Penalty: 5256.252930
	Iteration 54Q: 3 clusters Score -4966645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4966639.500000 Penalty: 5256.252930
	Iteration 55Q: 3 clusters Score -4966640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4966639.500000 Penalty: 5256.252930
	Iteration 56F: 3 clusters Score -4966640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -795300.937500 Penalty: 2178.358398
	Iteration 0F: 2 clusters Score -795300.9 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 3263 members 
Entering Unmasked Estep 
Score: -789844.812500 Penalty: 4356.716797
	Iteration 0F: 3 clusters Score -789844.8 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -791268.250000 Penalty: 4356.716797
	Iteration 1F: 3 clusters Score -791268.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -791555.562500 Penalty: 4356.716797
	Iteration 2F: 3 clusters Score -791555.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -791836.750000 Penalty: 4356.716797
	Iteration 3F: 3 clusters Score -791836.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -792259.937500 Penalty: 4356.716797
	Iteration 4F: 3 clusters Score -792259.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -792839.562500 Penalty: 4356.716797
	Iteration 5F: 3 clusters Score -792839.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -793486.875000 Penalty: 4356.716797
	Iteration 6F: 3 clusters Score -793486.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -793943.562500 Penalty: 4356.716797
	Iteration 7F: 3 clusters Score -793943.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -794198.375000 Penalty: 4356.716797
	Iteration 8F: 3 clusters Score -794198.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -794323.750000 Penalty: 4356.716797
	Iteration 9Q: 3 clusters Score -794323.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -794370.687500 Penalty: 4356.716797
	Iteration 10Q: 3 clusters Score -794370.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -794393.437500 Penalty: 4356.716797
	Iteration 11Q: 3 clusters Score -794393.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -794406.312500 Penalty: 4356.716797
	Iteration 12Q: 3 clusters Score -794406.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -794417.250000 Penalty: 4356.716797
	Iteration 13Q: 3 clusters Score -794417.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -794429.687500 Penalty: 4356.716797
	Iteration 14Q: 3 clusters Score -794429.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -794432.562500 Penalty: 4356.716797
	Iteration 15Q: 3 clusters Score -794432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -794437.687500 Penalty: 4356.716797
	Iteration 16Q: 3 clusters Score -794437.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -794438.062500 Penalty: 4356.716797
	Iteration 17Q: 3 clusters Score -794438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -794443.937500 Penalty: 4356.716797
	Iteration 18Q: 3 clusters Score -794443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -794443.875000 Penalty: 4356.716797
	Iteration 19Q: 3 clusters Score -794443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -794444.375000 Penalty: 4356.716797
	Iteration 20F: 3 clusters Score -794444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -794443.812500 Penalty: 4356.716797
	Iteration 21Q: 3 clusters Score -794443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -794445.500000 Penalty: 4356.716797
	Iteration 22Q: 3 clusters Score -794445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -794445.125000 Penalty: 4356.716797
	Iteration 23Q: 3 clusters Score -794445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -794443.250000 Penalty: 4356.716797
	Iteration 24Q: 3 clusters Score -794443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -794444.812500 Penalty: 4356.716797
	Iteration 25Q: 3 clusters Score -794444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -794444.812500 Penalty: 4356.716797
	Iteration 26F: 3 clusters Score -794444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Entering Unmasked Estep 
Score: -1771346.875000 Penalty: 2376.124023
	Iteration 0F: 2 clusters Score -1771347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1760938.875000 Penalty: 4752.248047
	Iteration 0F: 3 clusters Score -1760939 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1764262.750000 Penalty: 4752.248047
	Iteration 1F: 3 clusters Score -1764263 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1764693.125000 Penalty: 4752.248047
	Iteration 2F: 3 clusters Score -1764693 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1765089.750000 Penalty: 4752.248047
	Iteration 3F: 3 clusters Score -1765090 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1765486.875000 Penalty: 4752.248047
	Iteration 4Q: 3 clusters Score -1765487 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1765883.625000 Penalty: 4752.248047
	Iteration 5Q: 3 clusters Score -1765884 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1766184.625000 Penalty: 4752.248047
	Iteration 6Q: 3 clusters Score -1766185 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1766448.875000 Penalty: 4752.248047
	Iteration 7Q: 3 clusters Score -1766449 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1766675.875000 Penalty: 4752.248047
	Iteration 8Q: 3 clusters Score -1766676 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1766861.625000 Penalty: 4752.248047
	Iteration 9Q: 3 clusters Score -1766862 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1766993.375000 Penalty: 4752.248047
	Iteration 10Q: 3 clusters Score -1766993 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1767095.000000 Penalty: 4752.248047
	Iteration 11Q: 3 clusters Score -1767095 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1767170.375000 Penalty: 4752.248047
	Iteration 12Q: 3 clusters Score -1767170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1767238.750000 Penalty: 4752.248047
	Iteration 13Q: 3 clusters Score -1767239 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1767309.625000 Penalty: 4752.248047
	Iteration 14Q: 3 clusters Score -1767310 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1767386.500000 Penalty: 4752.248047
	Iteration 15Q: 3 clusters Score -1767386 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1767452.000000 Penalty: 4752.248047
	Iteration 16Q: 3 clusters Score -1767452 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1767524.750000 Penalty: 4752.248047
	Iteration 17Q: 3 clusters Score -1767525 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1767615.750000 Penalty: 4752.248047
	Iteration 18Q: 3 clusters Score -1767616 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1767713.250000 Penalty: 4752.248047
	Iteration 19Q: 3 clusters Score -1767713 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1767817.625000 Penalty: 4752.248047
	Iteration 20F: 3 clusters Score -1767818 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1767940.250000 Penalty: 4752.248047
	Iteration 21Q: 3 clusters Score -1767940 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1768088.875000 Penalty: 4752.248047
	Iteration 22Q: 3 clusters Score -1768089 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1768273.500000 Penalty: 4752.248047
	Iteration 23Q: 3 clusters Score -1768274 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1768522.000000 Penalty: 4752.248047
	Iteration 24Q: 3 clusters Score -1768522 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1768803.125000 Penalty: 4752.248047
	Iteration 25Q: 3 clusters Score -1768803 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1769092.500000 Penalty: 4752.248047
	Iteration 26Q: 3 clusters Score -1769092 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1769421.875000 Penalty: 4752.248047
	Iteration 27Q: 3 clusters Score -1769422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1769650.000000 Penalty: 4752.248047
	Iteration 28Q: 3 clusters Score -1769650 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1769793.750000 Penalty: 4752.248047
	Iteration 29Q: 3 clusters Score -1769794 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1769902.625000 Penalty: 4752.248047
	Iteration 30Q: 3 clusters Score -1769903 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1769974.750000 Penalty: 4752.248047
	Iteration 31Q: 3 clusters Score -1769975 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1770026.000000 Penalty: 4752.248047
	Iteration 32Q: 3 clusters Score -1770026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1770062.000000 Penalty: 4752.248047
	Iteration 33Q: 3 clusters Score -1770062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1770094.500000 Penalty: 4752.248047
	Iteration 34Q: 3 clusters Score -1770094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1770119.625000 Penalty: 4752.248047
	Iteration 35Q: 3 clusters Score -1770120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1770137.625000 Penalty: 4752.248047
	Iteration 36Q: 3 clusters Score -1770138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1770150.375000 Penalty: 4752.248047
	Iteration 37Q: 3 clusters Score -1770150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1770159.625000 Penalty: 4752.248047
	Iteration 38Q: 3 clusters Score -1770160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1770165.875000 Penalty: 4752.248047
	Iteration 39Q: 3 clusters Score -1770166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1770176.125000 Penalty: 4752.248047
	Iteration 40F: 3 clusters Score -1770176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1770181.875000 Penalty: 4752.248047
	Iteration 41Q: 3 clusters Score -1770182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1770184.000000 Penalty: 4752.248047
	Iteration 42Q: 3 clusters Score -1770184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1770184.375000 Penalty: 4752.248047
	Iteration 43Q: 3 clusters Score -1770184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1770186.125000 Penalty: 4752.248047
	Iteration 44Q: 3 clusters Score -1770186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1770188.000000 Penalty: 4752.248047
	Iteration 45Q: 3 clusters Score -1770188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1770189.125000 Penalty: 4752.248047
	Iteration 46Q: 3 clusters Score -1770189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1770186.375000 Penalty: 4752.248047
	Iteration 47Q: 3 clusters Score -1770186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1770190.125000 Penalty: 4752.248047
	Iteration 48Q: 3 clusters Score -1770190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1770190.125000 Penalty: 4752.248047
	Iteration 49Q: 3 clusters Score -1770190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1770188.500000 Penalty: 4752.248047
	Iteration 50Q: 3 clusters Score -1770188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1770192.750000 Penalty: 4752.248047
	Iteration 51Q: 3 clusters Score -1770193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1770188.375000 Penalty: 4752.248047
	Iteration 52Q: 3 clusters Score -1770188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1770192.500000 Penalty: 4752.248047
	Iteration 53Q: 3 clusters Score -1770192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1770192.875000 Penalty: 4752.248047
	Iteration 54Q: 3 clusters Score -1770193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1770194.125000 Penalty: 4752.248047
	Iteration 55Q: 3 clusters Score -1770194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1770193.750000 Penalty: 4752.248047
	Iteration 56Q: 3 clusters Score -1770194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1770194.250000 Penalty: 4752.248047
	Iteration 57Q: 3 clusters Score -1770194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1770194.250000 Penalty: 4752.248047
	Iteration 58F: 3 clusters Score -1770194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Entering Unmasked Estep 
Score: -4534737.000000 Penalty: 2606.503662
	Iteration 0F: 2 clusters Score -4534737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4509804.000000 Penalty: 5213.007324
	Iteration 0F: 3 clusters Score -4509804 nChanged 16673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4518872.000000 Penalty: 5213.007324
	Iteration 1F: 3 clusters Score -4518872 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4519438.500000 Penalty: 5213.007324
	Iteration 2Q: 3 clusters Score -4519438 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4520118.000000 Penalty: 5213.007324
	Iteration 3Q: 3 clusters Score -4520118 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4520963.500000 Penalty: 5213.007324
	Iteration 4Q: 3 clusters Score -4520964 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4522055.500000 Penalty: 5213.007324
	Iteration 5F: 3 clusters Score -4522056 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4523451.500000 Penalty: 5213.007324
	Iteration 6F: 3 clusters Score -4523452 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4524996.000000 Penalty: 5213.007324
	Iteration 7F: 3 clusters Score -4524996 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4526610.500000 Penalty: 5213.007324
	Iteration 8F: 3 clusters Score -4526610 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4528249.500000 Penalty: 5213.007324
	Iteration 9F: 3 clusters Score -4528250 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4529607.000000 Penalty: 5213.007324
	Iteration 10Q: 3 clusters Score -4529607 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4530571.500000 Penalty: 5213.007324
	Iteration 11Q: 3 clusters Score -4530572 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4531325.500000 Penalty: 5213.007324
	Iteration 12Q: 3 clusters Score -4531326 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4531773.000000 Penalty: 5213.007324
	Iteration 13Q: 3 clusters Score -4531773 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4532092.000000 Penalty: 5213.007324
	Iteration 14Q: 3 clusters Score -4532092 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4532275.000000 Penalty: 5213.007324
	Iteration 15Q: 3 clusters Score -4532275 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4532427.000000 Penalty: 5213.007324
	Iteration 16Q: 3 clusters Score -4532427 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4532525.500000 Penalty: 5213.007324
	Iteration 17Q: 3 clusters Score -4532526 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4532622.000000 Penalty: 5213.007324
	Iteration 18Q: 3 clusters Score -4532622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4532675.000000 Penalty: 5213.007324
	Iteration 19Q: 3 clusters Score -4532675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4532732.500000 Penalty: 5213.007324
	Iteration 20F: 3 clusters Score -4532732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4532796.500000 Penalty: 5213.007324
	Iteration 21Q: 3 clusters Score -4532796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4532858.000000 Penalty: 5213.007324
	Iteration 22Q: 3 clusters Score -4532858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4532935.000000 Penalty: 5213.007324
	Iteration 23Q: 3 clusters Score -4532935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4532986.000000 Penalty: 5213.007324
	Iteration 24Q: 3 clusters Score -4532986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4533030.500000 Penalty: 5213.007324
	Iteration 25Q: 3 clusters Score -4533030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4533072.000000 Penalty: 5213.007324
	Iteration 26Q: 3 clusters Score -4533072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4533112.000000 Penalty: 5213.007324
	Iteration 27Q: 3 clusters Score -4533112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4533141.000000 Penalty: 5213.007324
	Iteration 28Q: 3 clusters Score -4533141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4533169.500000 Penalty: 5213.007324
	Iteration 29Q: 3 clusters Score -4533170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4533190.000000 Penalty: 5213.007324
	Iteration 30Q: 3 clusters Score -4533190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4533207.500000 Penalty: 5213.007324
	Iteration 31Q: 3 clusters Score -4533208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4533228.000000 Penalty: 5213.007324
	Iteration 32Q: 3 clusters Score -4533228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4533235.000000 Penalty: 5213.007324
	Iteration 33Q: 3 clusters Score -4533235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4533244.500000 Penalty: 5213.007324
	Iteration 34Q: 3 clusters Score -4533244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4533250.000000 Penalty: 5213.007324
	Iteration 35Q: 3 clusters Score -4533250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4533262.000000 Penalty: 5213.007324
	Iteration 36Q: 3 clusters Score -4533262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4533271.000000 Penalty: 5213.007324
	Iteration 37Q: 3 clusters Score -4533271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4533276.000000 Penalty: 5213.007324
	Iteration 38Q: 3 clusters Score -4533276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4533281.000000 Penalty: 5213.007324
	Iteration 39Q: 3 clusters Score -4533281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4533282.000000 Penalty: 5213.007324
	Iteration 40F: 3 clusters Score -4533282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4533286.500000 Penalty: 5213.007324
	Iteration 41Q: 3 clusters Score -4533286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4533287.000000 Penalty: 5213.007324
	Iteration 42Q: 3 clusters Score -4533287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4533289.500000 Penalty: 5213.007324
	Iteration 43Q: 3 clusters Score -4533290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4533292.500000 Penalty: 5213.007324
	Iteration 44Q: 3 clusters Score -4533292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4533293.000000 Penalty: 5213.007324
	Iteration 45Q: 3 clusters Score -4533293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4533291.000000 Penalty: 5213.007324
	Iteration 46Q: 3 clusters Score -4533291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4533296.000000 Penalty: 5213.007324
	Iteration 47Q: 3 clusters Score -4533296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4533298.500000 Penalty: 5213.007324
	Iteration 48Q: 3 clusters Score -4533298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4533295.500000 Penalty: 5213.007324
	Iteration 49Q: 3 clusters Score -4533296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4533295.500000 Penalty: 5213.007324
	Iteration 50F: 3 clusters Score -4533296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -1045698.125000 Penalty: 2233.705566
	Iteration 0F: 2 clusters Score -1045698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1039219.312500 Penalty: 4467.411133
	Iteration 0F: 3 clusters Score -1039219 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1040998.687500 Penalty: 4467.411133
	Iteration 1F: 3 clusters Score -1040999 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1041277.750000 Penalty: 4467.411133
	Iteration 2F: 3 clusters Score -1041278 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1041466.687500 Penalty: 4467.411133
	Iteration 3F: 3 clusters Score -1041467 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1041616.812500 Penalty: 4467.411133
	Iteration 4Q: 3 clusters Score -1041617 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1041750.062500 Penalty: 4467.411133
	Iteration 5Q: 3 clusters Score -1041750 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1041901.875000 Penalty: 4467.411133
	Iteration 6Q: 3 clusters Score -1041902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1042073.500000 Penalty: 4467.411133
	Iteration 7Q: 3 clusters Score -1042074 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1042274.375000 Penalty: 4467.411133
	Iteration 8Q: 3 clusters Score -1042274 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1042479.812500 Penalty: 4467.411133
	Iteration 9Q: 3 clusters Score -1042480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1042689.187500 Penalty: 4467.411133
	Iteration 10Q: 3 clusters Score -1042689 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1042885.812500 Penalty: 4467.411133
	Iteration 11Q: 3 clusters Score -1042886 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1043069.750000 Penalty: 4467.411133
	Iteration 12Q: 3 clusters Score -1043070 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1043203.437500 Penalty: 4467.411133
	Iteration 13Q: 3 clusters Score -1043203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1043329.000000 Penalty: 4467.411133
	Iteration 14Q: 3 clusters Score -1043329 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1043411.687500 Penalty: 4467.411133
	Iteration 15Q: 3 clusters Score -1043412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1043482.125000 Penalty: 4467.411133
	Iteration 16Q: 3 clusters Score -1043482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1043540.125000 Penalty: 4467.411133
	Iteration 17Q: 3 clusters Score -1043540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1043591.625000 Penalty: 4467.411133
	Iteration 18Q: 3 clusters Score -1043592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1043632.000000 Penalty: 4467.411133
	Iteration 19Q: 3 clusters Score -1043632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1043666.062500 Penalty: 4467.411133
	Iteration 20F: 3 clusters Score -1043666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1043683.937500 Penalty: 4467.411133
	Iteration 21Q: 3 clusters Score -1043684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1043697.500000 Penalty: 4467.411133
	Iteration 22Q: 3 clusters Score -1043698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1043703.562500 Penalty: 4467.411133
	Iteration 23Q: 3 clusters Score -1043704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1043710.312500 Penalty: 4467.411133
	Iteration 24Q: 3 clusters Score -1043710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1043719.000000 Penalty: 4467.411133
	Iteration 25Q: 3 clusters Score -1043719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1043724.562500 Penalty: 4467.411133
	Iteration 26Q: 3 clusters Score -1043725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1043725.125000 Penalty: 4467.411133
	Iteration 27Q: 3 clusters Score -1043725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1043727.187500 Penalty: 4467.411133
	Iteration 28Q: 3 clusters Score -1043727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1043732.375000 Penalty: 4467.411133
	Iteration 29Q: 3 clusters Score -1043732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1043738.625000 Penalty: 4467.411133
	Iteration 30Q: 3 clusters Score -1043739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1043738.375000 Penalty: 4467.411133
	Iteration 31Q: 3 clusters Score -1043738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1043742.562500 Penalty: 4467.411133
	Iteration 32Q: 3 clusters Score -1043743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1043742.187500 Penalty: 4467.411133
	Iteration 33Q: 3 clusters Score -1043742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1043743.625000 Penalty: 4467.411133
	Iteration 34Q: 3 clusters Score -1043744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1043744.500000 Penalty: 4467.411133
	Iteration 35Q: 3 clusters Score -1043744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1043744.000000 Penalty: 4467.411133
	Iteration 36Q: 3 clusters Score -1043744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1043746.062500 Penalty: 4467.411133
	Iteration 37Q: 3 clusters Score -1043746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1043747.375000 Penalty: 4467.411133
	Iteration 38Q: 3 clusters Score -1043747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1043748.187500 Penalty: 4467.411133
	Iteration 39Q: 3 clusters Score -1043748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1043748.187500 Penalty: 4467.411133
	Iteration 40F: 3 clusters Score -1043748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -520272.781250 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -520272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -515962.687500 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -515962.7 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -517109.687500 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -517109.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -517439.718750 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -517439.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -517759.062500 Penalty: 4202.001465
	Iteration 3F: 3 clusters Score -517759.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -518006.156250 Penalty: 4202.001465
	Iteration 4F: 3 clusters Score -518006.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -518170.031250 Penalty: 4202.001465
	Iteration 5F: 3 clusters Score -518170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -518278.218750 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -518278.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -518357.468750 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -518357.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -518413.437500 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -518413.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -518464.343750 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -518464.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -518513.687500 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -518513.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -518550.156250 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -518550.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -518577.156250 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -518577.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -518603.906250 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -518603.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -518628.656250 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -518628.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -518648.250000 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -518648.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -518664.187500 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -518664.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -518679.562500 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -518679.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -518688.781250 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -518688.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -518702.031250 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -518702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -518714.187500 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -518714.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -518724.937500 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -518724.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -518736.562500 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -518736.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -518752.656250 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -518752.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -518771.687500 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -518771.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -518790.218750 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -518790.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -518801.000000 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -518801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -518813.125000 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -518813.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -518820.593750 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -518820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -518825.218750 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -518825.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518832.531250 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -518832.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -518839.000000 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -518839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -518844.937500 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -518844.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -518847.593750 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -518847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -518851.031250 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -518851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -518853.343750 Penalty: 4202.001465
	Iteration 35Q: 3 clusters Score -518853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -518854.281250 Penalty: 4202.001465
	Iteration 36Q: 3 clusters Score -518854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -518854.906250 Penalty: 4202.001465
	Iteration 37Q: 3 clusters Score -518854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -518856.218750 Penalty: 4202.001465
	Iteration 38Q: 3 clusters Score -518856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -518856.906250 Penalty: 4202.001465
	Iteration 39Q: 3 clusters Score -518856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -518858.250000 Penalty: 4202.001465
	Iteration 40F: 3 clusters Score -518858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -518859.312500 Penalty: 4202.001465
	Iteration 41Q: 3 clusters Score -518859.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -518864.093750 Penalty: 4202.001465
	Iteration 42Q: 3 clusters Score -518864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -518870.562500 Penalty: 4202.001465
	Iteration 43Q: 3 clusters Score -518870.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -518875.875000 Penalty: 4202.001465
	Iteration 44Q: 3 clusters Score -518875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -518880.468750 Penalty: 4202.001465
	Iteration 45Q: 3 clusters Score -518880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -518882.906250 Penalty: 4202.001465
	Iteration 46Q: 3 clusters Score -518882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -518886.968750 Penalty: 4202.001465
	Iteration 47Q: 3 clusters Score -518887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -518890.687500 Penalty: 4202.001465
	Iteration 48Q: 3 clusters Score -518890.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -518895.937500 Penalty: 4202.001465
	Iteration 49Q: 3 clusters Score -518895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -518901.531250 Penalty: 4202.001465
	Iteration 50Q: 3 clusters Score -518901.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -518909.562500 Penalty: 4202.001465
	Iteration 51Q: 3 clusters Score -518909.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -518914.406250 Penalty: 4202.001465
	Iteration 52Q: 3 clusters Score -518914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -518918.281250 Penalty: 4202.001465
	Iteration 53Q: 3 clusters Score -518918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518920.968750 Penalty: 4202.001465
	Iteration 54Q: 3 clusters Score -518921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -518924.218750 Penalty: 4202.001465
	Iteration 55Q: 3 clusters Score -518924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -518924.312500 Penalty: 4202.001465
	Iteration 56Q: 3 clusters Score -518924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -518927.843750 Penalty: 4202.001465
	Iteration 57Q: 3 clusters Score -518927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -518930.125000 Penalty: 4202.001465
	Iteration 58Q: 3 clusters Score -518930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -518930.437500 Penalty: 4202.001465
	Iteration 59Q: 3 clusters Score -518930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -518932.687500 Penalty: 4202.001465
	Iteration 60F: 3 clusters Score -518932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -518936.343750 Penalty: 4202.001465
	Iteration 61Q: 3 clusters Score -518936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -518936.968750 Penalty: 4202.001465
	Iteration 62Q: 3 clusters Score -518937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -518937.375000 Penalty: 4202.001465
	Iteration 63Q: 3 clusters Score -518937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -518938.093750 Penalty: 4202.001465
	Iteration 64Q: 3 clusters Score -518938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -518938.187500 Penalty: 4202.001465
	Iteration 65Q: 3 clusters Score -518938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -518938.187500 Penalty: 4202.001465
	Iteration 66F: 3 clusters Score -518938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -269333.437500 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -269333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -266588.781250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -266588.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -267087.468750 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -267087.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267210.062500 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -267210.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -267280.500000 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -267280.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267318.875000 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -267318.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267342.750000 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -267342.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267364.375000 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -267364.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267376.656250 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -267376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267390.562500 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -267390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267401.156250 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -267401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267406.437500 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -267406.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -267415.375000 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -267415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -267421.031250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -267421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -267424.062500 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -267424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267428.093750 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -267428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -267429.718750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -267429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -267430.843750 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -267430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267430.906250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -267430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267432.125000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -267432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267433.968750 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -267434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267435.281250 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -267435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267439.312500 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -267439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267440.812500 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -267440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267441.375000 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -267441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -267442.187500 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -267442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267443.156250 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -267443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267443.156250 Penalty: 3803.606201
	Iteration 26F: 3 clusters Score -267443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Entering Unmasked Estep 
Score: -3207324.250000 Penalty: 2516.354492
	Iteration 0F: 2 clusters Score -3207324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3189767.500000 Penalty: 5032.708984
	Iteration 0F: 3 clusters Score -3189768 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3195793.750000 Penalty: 5032.708984
	Iteration 1F: 3 clusters Score -3195794 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3196222.250000 Penalty: 5032.708984
	Iteration 2Q: 3 clusters Score -3196222 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3196584.250000 Penalty: 5032.708984
	Iteration 3Q: 3 clusters Score -3196584 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3196940.500000 Penalty: 5032.708984
	Iteration 4Q: 3 clusters Score -3196940 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3197307.250000 Penalty: 5032.708984
	Iteration 5Q: 3 clusters Score -3197307 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3197817.500000 Penalty: 5032.708984
	Iteration 6Q: 3 clusters Score -3197818 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3198555.750000 Penalty: 5032.708984
	Iteration 7F: 3 clusters Score -3198556 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3199608.750000 Penalty: 5032.708984
	Iteration 8F: 3 clusters Score -3199609 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3200976.500000 Penalty: 5032.708984
	Iteration 9F: 3 clusters Score -3200976 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3202440.000000 Penalty: 5032.708984
	Iteration 10F: 3 clusters Score -3202440 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3203625.000000 Penalty: 5032.708984
	Iteration 11Q: 3 clusters Score -3203625 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3204387.500000 Penalty: 5032.708984
	Iteration 12Q: 3 clusters Score -3204388 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3204811.000000 Penalty: 5032.708984
	Iteration 13Q: 3 clusters Score -3204811 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3205036.750000 Penalty: 5032.708984
	Iteration 14Q: 3 clusters Score -3205037 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3205162.500000 Penalty: 5032.708984
	Iteration 15Q: 3 clusters Score -3205162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3205257.000000 Penalty: 5032.708984
	Iteration 16Q: 3 clusters Score -3205257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3205304.250000 Penalty: 5032.708984
	Iteration 17Q: 3 clusters Score -3205304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3205344.250000 Penalty: 5032.708984
	Iteration 18Q: 3 clusters Score -3205344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3205373.000000 Penalty: 5032.708984
	Iteration 19Q: 3 clusters Score -3205373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3205379.500000 Penalty: 5032.708984
	Iteration 20F: 3 clusters Score -3205380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3205397.250000 Penalty: 5032.708984
	Iteration 21Q: 3 clusters Score -3205397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3205412.500000 Penalty: 5032.708984
	Iteration 22Q: 3 clusters Score -3205412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3205424.500000 Penalty: 5032.708984
	Iteration 23Q: 3 clusters Score -3205424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3205426.000000 Penalty: 5032.708984
	Iteration 24Q: 3 clusters Score -3205426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3205431.000000 Penalty: 5032.708984
	Iteration 25Q: 3 clusters Score -3205431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3205437.250000 Penalty: 5032.708984
	Iteration 26Q: 3 clusters Score -3205437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3205438.000000 Penalty: 5032.708984
	Iteration 27Q: 3 clusters Score -3205438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3205445.250000 Penalty: 5032.708984
	Iteration 28Q: 3 clusters Score -3205445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3205443.000000 Penalty: 5032.708984
	Iteration 29Q: 3 clusters Score -3205443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3205454.500000 Penalty: 5032.708984
	Iteration 30Q: 3 clusters Score -3205454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3205455.500000 Penalty: 5032.708984
	Iteration 31Q: 3 clusters Score -3205456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3205459.750000 Penalty: 5032.708984
	Iteration 32Q: 3 clusters Score -3205460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3205468.250000 Penalty: 5032.708984
	Iteration 33Q: 3 clusters Score -3205468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3205472.500000 Penalty: 5032.708984
	Iteration 34Q: 3 clusters Score -3205472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3205475.750000 Penalty: 5032.708984
	Iteration 35Q: 3 clusters Score -3205476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3205480.500000 Penalty: 5032.708984
	Iteration 36Q: 3 clusters Score -3205480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3205479.750000 Penalty: 5032.708984
	Iteration 37Q: 3 clusters Score -3205480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3205480.750000 Penalty: 5032.708984
	Iteration 38Q: 3 clusters Score -3205481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3205481.250000 Penalty: 5032.708984
	Iteration 39Q: 3 clusters Score -3205481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3205490.500000 Penalty: 5032.708984
	Iteration 40F: 3 clusters Score -3205490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3205496.250000 Penalty: 5032.708984
	Iteration 41Q: 3 clusters Score -3205496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3205497.250000 Penalty: 5032.708984
	Iteration 42Q: 3 clusters Score -3205497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3205498.000000 Penalty: 5032.708984
	Iteration 43Q: 3 clusters Score -3205498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3205503.000000 Penalty: 5032.708984
	Iteration 44Q: 3 clusters Score -3205503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3205506.500000 Penalty: 5032.708984
	Iteration 45Q: 3 clusters Score -3205506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3205509.250000 Penalty: 5032.708984
	Iteration 46Q: 3 clusters Score -3205509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3205514.500000 Penalty: 5032.708984
	Iteration 47Q: 3 clusters Score -3205514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3205515.500000 Penalty: 5032.708984
	Iteration 48Q: 3 clusters Score -3205516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3205521.500000 Penalty: 5032.708984
	Iteration 49Q: 3 clusters Score -3205522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3205520.500000 Penalty: 5032.708984
	Iteration 50Q: 3 clusters Score -3205520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3205517.250000 Penalty: 5032.708984
	Iteration 51Q: 3 clusters Score -3205517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3205517.250000 Penalty: 5032.708984
	Iteration 52F: 3 clusters Score -3205517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (315546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315546 members 
Entering Unmasked Estep 
Score: -39577596.000000 Penalty: 3140.190918
	Iteration 0F: 2 clusters Score -3.95776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 157582 members 
Entering Unmasked Estep 
Score: -39375768.000000 Penalty: 6280.381836
	Iteration 0F: 3 clusters Score -3.937577e+07 nChanged 152680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -39466516.000000 Penalty: 6280.381836
	Iteration 1F: 3 clusters Score -3.946652e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -39467880.000000 Penalty: 6280.381836
	Iteration 2Q: 3 clusters Score -3.946788e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171526 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -39470120.000000 Penalty: 6280.381836
	Iteration 3Q: 3 clusters Score -3.947012e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -39473540.000000 Penalty: 6280.381836
	Iteration 4Q: 3 clusters Score -3.947354e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191494 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -39479552.000000 Penalty: 6280.381836
	Iteration 5Q: 3 clusters Score -3.947955e+07 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208891 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -39490308.000000 Penalty: 6280.381836
	Iteration 6F: 3 clusters Score -3.949031e+07 nChanged 23780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231887 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -39507416.000000 Penalty: 6280.381836
	Iteration 7F: 3 clusters Score -3.950742e+07 nChanged 26625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258198 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -39527920.000000 Penalty: 6280.381836
	Iteration 8F: 3 clusters Score -3.952792e+07 nChanged 23580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281664 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -39546668.000000 Penalty: 6280.381836
	Iteration 9F: 3 clusters Score -3.954667e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297419 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -39559744.000000 Penalty: 6280.381836
	Iteration 10F: 3 clusters Score -3.955974e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306044 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -39566912.000000 Penalty: 6280.381836
	Iteration 11Q: 3 clusters Score -3.956691e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310293 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -39570812.000000 Penalty: 6280.381836
	Iteration 12Q: 3 clusters Score -3.957081e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312287 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -39572512.000000 Penalty: 6280.381836
	Iteration 13Q: 3 clusters Score -3.957251e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313237 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -39573528.000000 Penalty: 6280.381836
	Iteration 14Q: 3 clusters Score -3.957353e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313709 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -39573992.000000 Penalty: 6280.381836
	Iteration 15Q: 3 clusters Score -3.957399e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314007 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -39574304.000000 Penalty: 6280.381836
	Iteration 16Q: 3 clusters Score -3.95743e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314169 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -39574512.000000 Penalty: 6280.381836
	Iteration 17Q: 3 clusters Score -3.957451e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314281 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -39574640.000000 Penalty: 6280.381836
	Iteration 18Q: 3 clusters Score -3.957464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314356 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -39574668.000000 Penalty: 6280.381836
	Iteration 19Q: 3 clusters Score -3.957467e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314416 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -39574720.000000 Penalty: 6280.381836
	Iteration 20F: 3 clusters Score -3.957472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314458 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -39574752.000000 Penalty: 6280.381836
	Iteration 21Q: 3 clusters Score -3.957475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314499 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -39574772.000000 Penalty: 6280.381836
	Iteration 22Q: 3 clusters Score -3.957477e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314522 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -39574788.000000 Penalty: 6280.381836
	Iteration 23Q: 3 clusters Score -3.957479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314545 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -39574796.000000 Penalty: 6280.381836
	Iteration 24Q: 3 clusters Score -3.95748e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314561 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -39574808.000000 Penalty: 6280.381836
	Iteration 25Q: 3 clusters Score -3.957481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314567 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -39574832.000000 Penalty: 6280.381836
	Iteration 26Q: 3 clusters Score -3.957483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314579 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -39574832.000000 Penalty: 6280.381836
	Iteration 27Q: 3 clusters Score -3.957483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314580 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -39574840.000000 Penalty: 6280.381836
	Iteration 28Q: 3 clusters Score -3.957484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314582 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -39574840.000000 Penalty: 6280.381836
	Iteration 29Q: 3 clusters Score -3.957484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314585 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -39574852.000000 Penalty: 6280.381836
	Iteration 30Q: 3 clusters Score -3.957485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314586 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -39574848.000000 Penalty: 6280.381836
	Iteration 31Q: 3 clusters Score -3.957485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314587 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -39574856.000000 Penalty: 6280.381836
	Iteration 32Q: 3 clusters Score -3.957486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314587 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -39574860.000000 Penalty: 6280.381836
	Iteration 33Q: 3 clusters Score -3.957486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314587 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -39574860.000000 Penalty: 6280.381836
	Iteration 34F: 3 clusters Score -3.957486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Entering Unmasked Estep 
Score: -1103300.625000 Penalty: 2260.639160
	Iteration 0F: 2 clusters Score -1103301 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 4544 members 
Entering Unmasked Estep 
Score: -1096289.125000 Penalty: 4521.278320
	Iteration 0F: 3 clusters Score -1096289 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1098394.875000 Penalty: 4521.278320
	Iteration 1F: 3 clusters Score -1098395 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1098933.375000 Penalty: 4521.278320
	Iteration 2F: 3 clusters Score -1098933 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1099426.500000 Penalty: 4521.278320
	Iteration 3F: 3 clusters Score -1099426 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1099852.375000 Penalty: 4521.278320
	Iteration 4F: 3 clusters Score -1099852 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1100234.375000 Penalty: 4521.278320
	Iteration 5F: 3 clusters Score -1100234 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1100652.750000 Penalty: 4521.278320
	Iteration 6F: 3 clusters Score -1100653 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1101087.500000 Penalty: 4521.278320
	Iteration 7F: 3 clusters Score -1101088 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1101496.625000 Penalty: 4521.278320
	Iteration 8Q: 3 clusters Score -1101497 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1101872.000000 Penalty: 4521.278320
	Iteration 9Q: 3 clusters Score -1101872 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1102104.375000 Penalty: 4521.278320
	Iteration 10Q: 3 clusters Score -1102104 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1102240.375000 Penalty: 4521.278320
	Iteration 11Q: 3 clusters Score -1102240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1102332.625000 Penalty: 4521.278320
	Iteration 12Q: 3 clusters Score -1102333 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1102399.500000 Penalty: 4521.278320
	Iteration 13Q: 3 clusters Score -1102400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1102457.750000 Penalty: 4521.278320
	Iteration 14Q: 3 clusters Score -1102458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1102493.500000 Penalty: 4521.278320
	Iteration 15Q: 3 clusters Score -1102494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1102520.625000 Penalty: 4521.278320
	Iteration 16Q: 3 clusters Score -1102521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1102542.750000 Penalty: 4521.278320
	Iteration 17Q: 3 clusters Score -1102543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1102553.500000 Penalty: 4521.278320
	Iteration 18Q: 3 clusters Score -1102554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1102560.250000 Penalty: 4521.278320
	Iteration 19Q: 3 clusters Score -1102560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1102562.500000 Penalty: 4521.278320
	Iteration 20F: 3 clusters Score -1102562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1102570.750000 Penalty: 4521.278320
	Iteration 21Q: 3 clusters Score -1102571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1102578.250000 Penalty: 4521.278320
	Iteration 22Q: 3 clusters Score -1102578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1102577.750000 Penalty: 4521.278320
	Iteration 23Q: 3 clusters Score -1102578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1102577.750000 Penalty: 4521.278320
	Iteration 24Q: 3 clusters Score -1102578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1102579.250000 Penalty: 4521.278320
	Iteration 25Q: 3 clusters Score -1102579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1102579.750000 Penalty: 4521.278320
	Iteration 26Q: 3 clusters Score -1102580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1102580.250000 Penalty: 4521.278320
	Iteration 27Q: 3 clusters Score -1102580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1102582.250000 Penalty: 4521.278320
	Iteration 28Q: 3 clusters Score -1102582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1102582.375000 Penalty: 4521.278320
	Iteration 29Q: 3 clusters Score -1102582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1102582.125000 Penalty: 4521.278320
	Iteration 30Q: 3 clusters Score -1102582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1102584.750000 Penalty: 4521.278320
	Iteration 31Q: 3 clusters Score -1102585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1102585.125000 Penalty: 4521.278320
	Iteration 32Q: 3 clusters Score -1102585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1102584.625000 Penalty: 4521.278320
	Iteration 33Q: 3 clusters Score -1102585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1102584.625000 Penalty: 4521.278320
	Iteration 34F: 3 clusters Score -1102585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (157836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157836 members 
Entering Unmasked Estep 
Score: -19533728.000000 Penalty: 2968.389404
	Iteration 0F: 2 clusters Score -1.953373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -19427834.000000 Penalty: 5936.778809
	Iteration 0F: 3 clusters Score -1.942783e+07 nChanged 75389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -19471912.000000 Penalty: 5936.778809
	Iteration 1F: 3 clusters Score -1.947191e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -19473148.000000 Penalty: 5936.778809
	Iteration 2Q: 3 clusters Score -1.947315e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -19474674.000000 Penalty: 5936.778809
	Iteration 3Q: 3 clusters Score -1.947467e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -19476764.000000 Penalty: 5936.778809
	Iteration 4Q: 3 clusters Score -1.947676e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -19479758.000000 Penalty: 5936.778809
	Iteration 5Q: 3 clusters Score -1.947976e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -19483704.000000 Penalty: 5936.778809
	Iteration 6F: 3 clusters Score -1.94837e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -19488082.000000 Penalty: 5936.778809
	Iteration 7F: 3 clusters Score -1.948808e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -19492860.000000 Penalty: 5936.778809
	Iteration 8F: 3 clusters Score -1.949286e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -19497656.000000 Penalty: 5936.778809
	Iteration 9F: 3 clusters Score -1.949766e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -19501966.000000 Penalty: 5936.778809
	Iteration 10Q: 3 clusters Score -1.950197e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -19505544.000000 Penalty: 5936.778809
	Iteration 11Q: 3 clusters Score -1.950554e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -19508112.000000 Penalty: 5936.778809
	Iteration 12Q: 3 clusters Score -1.950811e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -19509720.000000 Penalty: 5936.778809
	Iteration 13Q: 3 clusters Score -1.950972e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -19511194.000000 Penalty: 5936.778809
	Iteration 14Q: 3 clusters Score -1.951119e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -19512698.000000 Penalty: 5936.778809
	Iteration 15Q: 3 clusters Score -1.95127e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 121383 members 
Entering Unmasked Estep 
Score: -19514032.000000 Penalty: 5936.778809
	Iteration 16Q: 3 clusters Score -1.951403e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -19515576.000000 Penalty: 5936.778809
	Iteration 17Q: 3 clusters Score -1.951558e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 126418 members 
Entering Unmasked Estep 
Score: -19516998.000000 Penalty: 5936.778809
	Iteration 18Q: 3 clusters Score -1.9517e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -19518296.000000 Penalty: 5936.778809
	Iteration 19Q: 3 clusters Score -1.95183e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -19519466.000000 Penalty: 5936.778809
	Iteration 20F: 3 clusters Score -1.951947e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 132879 members 
Entering Unmasked Estep 
Score: -19520462.000000 Penalty: 5936.778809
	Iteration 21Q: 3 clusters Score -1.952046e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -19521188.000000 Penalty: 5936.778809
	Iteration 22Q: 3 clusters Score -1.952119e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 136493 members 
Entering Unmasked Estep 
Score: -19521990.000000 Penalty: 5936.778809
	Iteration 23Q: 3 clusters Score -1.952199e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 138137 members 
Entering Unmasked Estep 
Score: -19522562.000000 Penalty: 5936.778809
	Iteration 24Q: 3 clusters Score -1.952256e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 139743 members 
Entering Unmasked Estep 
Score: -19523030.000000 Penalty: 5936.778809
	Iteration 25Q: 3 clusters Score -1.952303e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -19523770.000000 Penalty: 5936.778809
	Iteration 26Q: 3 clusters Score -1.952377e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -19524424.000000 Penalty: 5936.778809
	Iteration 27Q: 3 clusters Score -1.952442e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -19525102.000000 Penalty: 5936.778809
	Iteration 28Q: 3 clusters Score -1.95251e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -19525728.000000 Penalty: 5936.778809
	Iteration 29Q: 3 clusters Score -1.952573e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -19526444.000000 Penalty: 5936.778809
	Iteration 30Q: 3 clusters Score -1.952644e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -19527270.000000 Penalty: 5936.778809
	Iteration 31Q: 3 clusters Score -1.952727e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 150513 members 
Entering Unmasked Estep 
Score: -19527898.000000 Penalty: 5936.778809
	Iteration 32Q: 3 clusters Score -1.95279e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 151741 members 
Entering Unmasked Estep 
Score: -19528470.000000 Penalty: 5936.778809
	Iteration 33Q: 3 clusters Score -1.952847e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -19529044.000000 Penalty: 5936.778809
	Iteration 34Q: 3 clusters Score -1.952904e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -19529622.000000 Penalty: 5936.778809
	Iteration 35Q: 3 clusters Score -1.952962e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -19530024.000000 Penalty: 5936.778809
	Iteration 36Q: 3 clusters Score -1.953002e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -19530368.000000 Penalty: 5936.778809
	Iteration 37Q: 3 clusters Score -1.953037e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -19530608.000000 Penalty: 5936.778809
	Iteration 38Q: 3 clusters Score -1.953061e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -19530748.000000 Penalty: 5936.778809
	Iteration 39Q: 3 clusters Score -1.953075e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -19530852.000000 Penalty: 5936.778809
	Iteration 40F: 3 clusters Score -1.953085e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -19530994.000000 Penalty: 5936.778809
	Iteration 41Q: 3 clusters Score -1.953099e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -19531028.000000 Penalty: 5936.778809
	Iteration 42Q: 3 clusters Score -1.953103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -19531080.000000 Penalty: 5936.778809
	Iteration 43Q: 3 clusters Score -1.953108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -19531162.000000 Penalty: 5936.778809
	Iteration 44Q: 3 clusters Score -1.953116e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -19531168.000000 Penalty: 5936.778809
	Iteration 45Q: 3 clusters Score -1.953117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -19531164.000000 Penalty: 5936.778809
	Iteration 46Q: 3 clusters Score -1.953116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -19531168.000000 Penalty: 5936.778809
	Iteration 47Q: 3 clusters Score -1.953117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -19531194.000000 Penalty: 5936.778809
	Iteration 48Q: 3 clusters Score -1.953119e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -19531226.000000 Penalty: 5936.778809
	Iteration 49Q: 3 clusters Score -1.953123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -19531242.000000 Penalty: 5936.778809
	Iteration 50Q: 3 clusters Score -1.953124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -19531226.000000 Penalty: 5936.778809
	Iteration 51Q: 3 clusters Score -1.953123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -19531220.000000 Penalty: 5936.778809
	Iteration 52Q: 3 clusters Score -1.953122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 156964 members 
Entering Unmasked Estep 
Score: -19531246.000000 Penalty: 5936.778809
	Iteration 53Q: 3 clusters Score -1.953125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -19531260.000000 Penalty: 5936.778809
	Iteration 54Q: 3 clusters Score -1.953126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -19531252.000000 Penalty: 5936.778809
	Iteration 55Q: 3 clusters Score -1.953125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -19531278.000000 Penalty: 5936.778809
	Iteration 56Q: 3 clusters Score -1.953128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -19531270.000000 Penalty: 5936.778809
	Iteration 57Q: 3 clusters Score -1.953127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -19531282.000000 Penalty: 5936.778809
	Iteration 58Q: 3 clusters Score -1.953128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 157051 members 
Entering Unmasked Estep 
Score: -19531278.000000 Penalty: 5936.778809
	Iteration 59Q: 3 clusters Score -1.953128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -19531280.000000 Penalty: 5936.778809
	Iteration 60F: 3 clusters Score -1.953128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -19531296.000000 Penalty: 5936.778809
	Iteration 61Q: 3 clusters Score -1.95313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -19531316.000000 Penalty: 5936.778809
	Iteration 62Q: 3 clusters Score -1.953132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 157071 members 
Entering Unmasked Estep 
Score: -19531314.000000 Penalty: 5936.778809
	Iteration 63Q: 3 clusters Score -1.953131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -19531304.000000 Penalty: 5936.778809
	Iteration 64Q: 3 clusters Score -1.95313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -19531304.000000 Penalty: 5936.778809
	Iteration 65Q: 3 clusters Score -1.95313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -19531308.000000 Penalty: 5936.778809
	Iteration 66Q: 3 clusters Score -1.953131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -19531308.000000 Penalty: 5936.778809
	Iteration 67F: 3 clusters Score -1.953131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Entering Unmasked Estep 
Score: -3716177.750000 Penalty: 2570.313232
	Iteration 0F: 2 clusters Score -3716178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3694472.500000 Penalty: 5140.626465
	Iteration 0F: 3 clusters Score -3694472 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3702600.000000 Penalty: 5140.626465
	Iteration 1F: 3 clusters Score -3702600 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3703222.500000 Penalty: 5140.626465
	Iteration 2F: 3 clusters Score -3703222 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3703790.250000 Penalty: 5140.626465
	Iteration 3Q: 3 clusters Score -3703790 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3704332.750000 Penalty: 5140.626465
	Iteration 4Q: 3 clusters Score -3704333 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3704938.500000 Penalty: 5140.626465
	Iteration 5Q: 3 clusters Score -3704938 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3705746.000000 Penalty: 5140.626465
	Iteration 6Q: 3 clusters Score -3705746 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3706764.000000 Penalty: 5140.626465
	Iteration 7F: 3 clusters Score -3706764 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3707995.500000 Penalty: 5140.626465
	Iteration 8F: 3 clusters Score -3707996 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3709422.500000 Penalty: 5140.626465
	Iteration 9F: 3 clusters Score -3709422 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3710864.000000 Penalty: 5140.626465
	Iteration 10F: 3 clusters Score -3710864 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3711922.250000 Penalty: 5140.626465
	Iteration 11Q: 3 clusters Score -3711922 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3712717.750000 Penalty: 5140.626465
	Iteration 12Q: 3 clusters Score -3712718 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3713255.750000 Penalty: 5140.626465
	Iteration 13Q: 3 clusters Score -3713256 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3713588.500000 Penalty: 5140.626465
	Iteration 14Q: 3 clusters Score -3713588 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3713811.500000 Penalty: 5140.626465
	Iteration 15Q: 3 clusters Score -3713812 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3713946.500000 Penalty: 5140.626465
	Iteration 16Q: 3 clusters Score -3713946 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3714056.500000 Penalty: 5140.626465
	Iteration 17Q: 3 clusters Score -3714056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3714150.500000 Penalty: 5140.626465
	Iteration 18Q: 3 clusters Score -3714150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3714249.250000 Penalty: 5140.626465
	Iteration 19Q: 3 clusters Score -3714249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3714372.750000 Penalty: 5140.626465
	Iteration 20F: 3 clusters Score -3714373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3714495.250000 Penalty: 5140.626465
	Iteration 21Q: 3 clusters Score -3714495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3714557.500000 Penalty: 5140.626465
	Iteration 22Q: 3 clusters Score -3714558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3714605.750000 Penalty: 5140.626465
	Iteration 23Q: 3 clusters Score -3714606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3714629.500000 Penalty: 5140.626465
	Iteration 24Q: 3 clusters Score -3714630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3714680.000000 Penalty: 5140.626465
	Iteration 25Q: 3 clusters Score -3714680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3714710.000000 Penalty: 5140.626465
	Iteration 26Q: 3 clusters Score -3714710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3714731.750000 Penalty: 5140.626465
	Iteration 27Q: 3 clusters Score -3714732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3714753.250000 Penalty: 5140.626465
	Iteration 28Q: 3 clusters Score -3714753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3714770.000000 Penalty: 5140.626465
	Iteration 29Q: 3 clusters Score -3714770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3714780.750000 Penalty: 5140.626465
	Iteration 30Q: 3 clusters Score -3714781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3714781.000000 Penalty: 5140.626465
	Iteration 31Q: 3 clusters Score -3714781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3714794.750000 Penalty: 5140.626465
	Iteration 32Q: 3 clusters Score -3714795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3714802.250000 Penalty: 5140.626465
	Iteration 33Q: 3 clusters Score -3714802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3714802.750000 Penalty: 5140.626465
	Iteration 34Q: 3 clusters Score -3714803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3714806.750000 Penalty: 5140.626465
	Iteration 35Q: 3 clusters Score -3714807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3714808.750000 Penalty: 5140.626465
	Iteration 36Q: 3 clusters Score -3714809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3714809.000000 Penalty: 5140.626465
	Iteration 37Q: 3 clusters Score -3714809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3714808.750000 Penalty: 5140.626465
	Iteration 38Q: 3 clusters Score -3714809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3714808.750000 Penalty: 5140.626465
	Iteration 39F: 3 clusters Score -3714809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3714811.500000 Penalty: 5140.626465
	Iteration 40F: 3 clusters Score -3714812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3714812.500000 Penalty: 5140.626465
	Iteration 41Q: 3 clusters Score -3714812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3714810.000000 Penalty: 5140.626465
	Iteration 42Q: 3 clusters Score -3714810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3714818.250000 Penalty: 5140.626465
	Iteration 43Q: 3 clusters Score -3714818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3714819.000000 Penalty: 5140.626465
	Iteration 44Q: 3 clusters Score -3714819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3714816.000000 Penalty: 5140.626465
	Iteration 45Q: 3 clusters Score -3714816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3714818.000000 Penalty: 5140.626465
	Iteration 46Q: 3 clusters Score -3714818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3714818.250000 Penalty: 5140.626465
	Iteration 47Q: 3 clusters Score -3714818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3714818.250000 Penalty: 5140.626465
	Iteration 48F: 3 clusters Score -3714818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 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 338 members 
Entering Unmasked Estep 
Score: -64577.796875 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64577.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64906.167969 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64906.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65041.414062 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65041.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65209.726562 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65209.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65413.996094 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65617.953125 Penalty: 3223.894287
	Iteration 5F: 3 clusters Score -65617.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65755.664062 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65755.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65903.437500 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65903.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65976.421875 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65976.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66032.492188 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -66032.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66054.570312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -66054.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66062.757812 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -66062.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66070.023438 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -66070.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66070.218750 Penalty: 3223.894287
	Iteration 13F: 3 clusters Score -66070.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66079.507812 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -66079.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66092.031250 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -66092.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66092.031250 Penalty: 3223.894287
	Iteration 16F: 3 clusters Score -66092.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Entering Unmasked Estep 
Score: -4851047.000000 Penalty: 2622.568848
	Iteration 0F: 2 clusters Score -4851047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4824473.500000 Penalty: 5245.137695
	Iteration 0F: 3 clusters Score -4824474 nChanged 17944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4834461.500000 Penalty: 5245.137695
	Iteration 1F: 3 clusters Score -4834462 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4835234.500000 Penalty: 5245.137695
	Iteration 2Q: 3 clusters Score -4835234 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4836251.000000 Penalty: 5245.137695
	Iteration 3F: 3 clusters Score -4836251 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4837642.000000 Penalty: 5245.137695
	Iteration 4F: 3 clusters Score -4837642 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4839438.500000 Penalty: 5245.137695
	Iteration 5F: 3 clusters Score -4839438 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4841317.000000 Penalty: 5245.137695
	Iteration 6F: 3 clusters Score -4841317 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4843084.500000 Penalty: 5245.137695
	Iteration 7F: 3 clusters Score -4843084 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4844558.000000 Penalty: 5245.137695
	Iteration 8F: 3 clusters Score -4844558 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4845823.500000 Penalty: 5245.137695
	Iteration 9Q: 3 clusters Score -4845824 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4846913.500000 Penalty: 5245.137695
	Iteration 10Q: 3 clusters Score -4846914 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4847690.500000 Penalty: 5245.137695
	Iteration 11Q: 3 clusters Score -4847690 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4848236.500000 Penalty: 5245.137695
	Iteration 12Q: 3 clusters Score -4848236 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4848545.000000 Penalty: 5245.137695
	Iteration 13Q: 3 clusters Score -4848545 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4848730.000000 Penalty: 5245.137695
	Iteration 14Q: 3 clusters Score -4848730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4848857.500000 Penalty: 5245.137695
	Iteration 15Q: 3 clusters Score -4848858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4848958.500000 Penalty: 5245.137695
	Iteration 16Q: 3 clusters Score -4848958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4849005.500000 Penalty: 5245.137695
	Iteration 17Q: 3 clusters Score -4849006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4849035.000000 Penalty: 5245.137695
	Iteration 18Q: 3 clusters Score -4849035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4849062.000000 Penalty: 5245.137695
	Iteration 19Q: 3 clusters Score -4849062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4849083.000000 Penalty: 5245.137695
	Iteration 20F: 3 clusters Score -4849083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4849074.000000 Penalty: 5245.137695
	Iteration 21Q: 3 clusters Score -4849074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4849097.500000 Penalty: 5245.137695
	Iteration 22Q: 3 clusters Score -4849098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4849117.500000 Penalty: 5245.137695
	Iteration 23Q: 3 clusters Score -4849118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4849129.500000 Penalty: 5245.137695
	Iteration 24Q: 3 clusters Score -4849130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4849130.000000 Penalty: 5245.137695
	Iteration 25Q: 3 clusters Score -4849130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4849139.000000 Penalty: 5245.137695
	Iteration 26Q: 3 clusters Score -4849139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4849139.500000 Penalty: 5245.137695
	Iteration 27Q: 3 clusters Score -4849140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4849142.500000 Penalty: 5245.137695
	Iteration 28Q: 3 clusters Score -4849142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4849152.500000 Penalty: 5245.137695
	Iteration 29Q: 3 clusters Score -4849152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4849157.500000 Penalty: 5245.137695
	Iteration 30Q: 3 clusters Score -4849158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4849163.000000 Penalty: 5245.137695
	Iteration 31Q: 3 clusters Score -4849163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4849161.500000 Penalty: 5245.137695
	Iteration 32Q: 3 clusters Score -4849162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4849167.000000 Penalty: 5245.137695
	Iteration 33Q: 3 clusters Score -4849167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4849172.500000 Penalty: 5245.137695
	Iteration 34Q: 3 clusters Score -4849172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4849178.000000 Penalty: 5245.137695
	Iteration 35Q: 3 clusters Score -4849178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4849182.500000 Penalty: 5245.137695
	Iteration 36Q: 3 clusters Score -4849182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4849183.000000 Penalty: 5245.137695
	Iteration 37Q: 3 clusters Score -4849183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4849178.500000 Penalty: 5245.137695
	Iteration 38Q: 3 clusters Score -4849178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4849185.000000 Penalty: 5245.137695
	Iteration 39Q: 3 clusters Score -4849185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4849179.500000 Penalty: 5245.137695
	Iteration 40F: 3 clusters Score -4849180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4849179.500000 Penalty: 5245.137695
	Iteration 41Q: 3 clusters Score -4849180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4849184.000000 Penalty: 5245.137695
	Iteration 42Q: 3 clusters Score -4849184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4849184.000000 Penalty: 5245.137695
	Iteration 43F: 3 clusters Score -4849184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -189508.234375 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -189508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187187.281250 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -187187.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -188029.250000 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -188029.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -188510.312500 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -188510.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -188850.312500 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -188850.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -189071.468750 Penalty: 3691.476318
	Iteration 4F: 3 clusters Score -189071.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -189216.437500 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -189216.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -189304.109375 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -189304.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -189352.875000 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -189352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -189386.984375 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -189387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189427.937500 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -189427.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -189495.953125 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -189496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189584.984375 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -189585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -189688.046875 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -189688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -189781.406250 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -189781.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189821.390625 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -189821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -189847.843750 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -189847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -189867.468750 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -189867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -189885.125000 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -189885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -189890.375000 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -189890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -189909.796875 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -189909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189925.078125 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -189925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -189927.140625 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -189927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -189928.453125 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -189928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -189929.609375 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -189929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -189929.609375 Penalty: 3691.476318
	Iteration 24F: 3 clusters Score -189929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 315546 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157836 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18434 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94709 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47891 members 
Mstep: Class 49 contains 1150 members 
Entering Unmasked Estep 
Score: -142005872.000000 Penalty: 169800.968750
Splitting cluster 25 changes total score from -142007168.000000 to -142005872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -2406157.750000 Penalty: 2441.930420
	Iteration 0F: 2 clusters Score -2406158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2392882.250000 Penalty: 4883.860840
	Iteration 0F: 3 clusters Score -2392882 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2397086.250000 Penalty: 4883.860840
	Iteration 1F: 3 clusters Score -2397086 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2397445.000000 Penalty: 4883.860840
	Iteration 2F: 3 clusters Score -2397445 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2397776.000000 Penalty: 4883.860840
	Iteration 3Q: 3 clusters Score -2397776 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2398066.000000 Penalty: 4883.860840
	Iteration 4Q: 3 clusters Score -2398066 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2398372.500000 Penalty: 4883.860840
	Iteration 5Q: 3 clusters Score -2398372 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2398731.750000 Penalty: 4883.860840
	Iteration 6Q: 3 clusters Score -2398732 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2399179.250000 Penalty: 4883.860840
	Iteration 7Q: 3 clusters Score -2399179 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2399793.500000 Penalty: 4883.860840
	Iteration 8F: 3 clusters Score -2399794 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2400550.000000 Penalty: 4883.860840
	Iteration 9F: 3 clusters Score -2400550 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2401398.750000 Penalty: 4883.860840
	Iteration 10F: 3 clusters Score -2401399 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2402221.500000 Penalty: 4883.860840
	Iteration 11F: 3 clusters Score -2402222 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2402891.250000 Penalty: 4883.860840
	Iteration 12Q: 3 clusters Score -2402891 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2403384.750000 Penalty: 4883.860840
	Iteration 13Q: 3 clusters Score -2403385 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2403720.000000 Penalty: 4883.860840
	Iteration 14Q: 3 clusters Score -2403720 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2403916.500000 Penalty: 4883.860840
	Iteration 15Q: 3 clusters Score -2403916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2404060.250000 Penalty: 4883.860840
	Iteration 16Q: 3 clusters Score -2404060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2404162.000000 Penalty: 4883.860840
	Iteration 17Q: 3 clusters Score -2404162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2404219.500000 Penalty: 4883.860840
	Iteration 18Q: 3 clusters Score -2404220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2404274.000000 Penalty: 4883.860840
	Iteration 19Q: 3 clusters Score -2404274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2404288.250000 Penalty: 4883.860840
	Iteration 20F: 3 clusters Score -2404288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2404311.750000 Penalty: 4883.860840
	Iteration 21Q: 3 clusters Score -2404312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2404326.500000 Penalty: 4883.860840
	Iteration 22Q: 3 clusters Score -2404326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2404347.250000 Penalty: 4883.860840
	Iteration 23Q: 3 clusters Score -2404347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2404349.750000 Penalty: 4883.860840
	Iteration 24Q: 3 clusters Score -2404350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2404352.000000 Penalty: 4883.860840
	Iteration 25Q: 3 clusters Score -2404352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2404354.000000 Penalty: 4883.860840
	Iteration 26Q: 3 clusters Score -2404354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2404353.500000 Penalty: 4883.860840
	Iteration 27Q: 3 clusters Score -2404354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2404354.000000 Penalty: 4883.860840
	Iteration 28Q: 3 clusters Score -2404354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2404354.250000 Penalty: 4883.860840
	Iteration 29Q: 3 clusters Score -2404354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2404354.250000 Penalty: 4883.860840
	Iteration 30F: 3 clusters Score -2404354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29853.861328 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29853.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30068.556641 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30068.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30332.080078 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -30332.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30588.103516 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30667.925781 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30667.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30715.488281 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30715.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30731.121094 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30731.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30744.591797 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30744.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30754.314453 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -30754.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30761.285156 Penalty: 2862.634766
	Iteration 9Q: 3 clusters Score -30761.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30761.285156 Penalty: 2862.634766
	Iteration 10F: 3 clusters Score -30761.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1319100.625000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1319101 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 5482 members 
Entering Unmasked Estep 
Score: -1310832.625000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1310833 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1313330.750000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1313331 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1313690.750000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1313691 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1314007.875000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1314008 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1314370.875000 Penalty: 4615.512207
	Iteration 4F: 3 clusters Score -1314371 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1314755.875000 Penalty: 4615.512207
	Iteration 5F: 3 clusters Score -1314756 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1315150.375000 Penalty: 4615.512207
	Iteration 6F: 3 clusters Score -1315150 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1315468.250000 Penalty: 4615.512207
	Iteration 7F: 3 clusters Score -1315468 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1315722.625000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1315723 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1315913.375000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1315913 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1316076.125000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1316076 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1316224.750000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1316225 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1316364.125000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1316364 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1316499.000000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1316499 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1316636.375000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1316636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1316759.875000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1316760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1316918.875000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1316919 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1317079.000000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1317079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1317214.500000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1317214 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1317330.500000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1317330 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1317456.250000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1317456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1317536.750000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1317537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1317600.375000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1317600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1317642.250000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1317642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1317681.875000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1317682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1317700.625000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1317701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1317717.125000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1317717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1317724.125000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1317724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1317727.750000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1317728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1317735.625000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1317736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1317750.625000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1317751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1317756.000000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1317756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1317758.750000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1317759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1317766.625000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1317767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1317768.625000 Penalty: 4615.512207
	Iteration 34Q: 3 clusters Score -1317769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1317773.375000 Penalty: 4615.512207
	Iteration 35Q: 3 clusters Score -1317773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1317775.750000 Penalty: 4615.512207
	Iteration 36Q: 3 clusters Score -1317776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1317775.375000 Penalty: 4615.512207
	Iteration 37Q: 3 clusters Score -1317775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1317780.625000 Penalty: 4615.512207
	Iteration 38Q: 3 clusters Score -1317781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1317781.500000 Penalty: 4615.512207
	Iteration 39Q: 3 clusters Score -1317782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1317783.875000 Penalty: 4615.512207
	Iteration 40F: 3 clusters Score -1317784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1317785.000000 Penalty: 4615.512207
	Iteration 41Q: 3 clusters Score -1317785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1317784.625000 Penalty: 4615.512207
	Iteration 42Q: 3 clusters Score -1317785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1317784.625000 Penalty: 4615.512207
	Iteration 43Q: 3 clusters Score -1317785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1317784.625000 Penalty: 4615.512207
	Iteration 44F: 3 clusters Score -1317785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Entering Unmasked Estep 
Score: -1592277.625000 Penalty: 2349.688232
	Iteration 0F: 2 clusters Score -1592278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1582710.250000 Penalty: 4699.376465
	Iteration 0F: 3 clusters Score -1582710 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1585761.000000 Penalty: 4699.376465
	Iteration 1F: 3 clusters Score -1585761 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1586166.500000 Penalty: 4699.376465
	Iteration 2F: 3 clusters Score -1586166 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1586623.000000 Penalty: 4699.376465
	Iteration 3F: 3 clusters Score -1586623 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1587260.375000 Penalty: 4699.376465
	Iteration 4F: 3 clusters Score -1587260 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1588192.125000 Penalty: 4699.376465
	Iteration 5F: 3 clusters Score -1588192 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1589146.750000 Penalty: 4699.376465
	Iteration 6F: 3 clusters Score -1589147 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1589850.625000 Penalty: 4699.376465
	Iteration 7F: 3 clusters Score -1589851 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1590291.750000 Penalty: 4699.376465
	Iteration 8Q: 3 clusters Score -1590292 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1590589.375000 Penalty: 4699.376465
	Iteration 9Q: 3 clusters Score -1590589 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1590791.125000 Penalty: 4699.376465
	Iteration 10Q: 3 clusters Score -1590791 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1590954.875000 Penalty: 4699.376465
	Iteration 11Q: 3 clusters Score -1590955 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1591084.000000 Penalty: 4699.376465
	Iteration 12Q: 3 clusters Score -1591084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1591182.625000 Penalty: 4699.376465
	Iteration 13Q: 3 clusters Score -1591183 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1591258.750000 Penalty: 4699.376465
	Iteration 14Q: 3 clusters Score -1591259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1591322.875000 Penalty: 4699.376465
	Iteration 15Q: 3 clusters Score -1591323 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1591363.625000 Penalty: 4699.376465
	Iteration 16Q: 3 clusters Score -1591364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1591387.500000 Penalty: 4699.376465
	Iteration 17Q: 3 clusters Score -1591388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1591415.875000 Penalty: 4699.376465
	Iteration 18Q: 3 clusters Score -1591416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1591439.375000 Penalty: 4699.376465
	Iteration 19Q: 3 clusters Score -1591439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1591449.875000 Penalty: 4699.376465
	Iteration 20F: 3 clusters Score -1591450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1591459.250000 Penalty: 4699.376465
	Iteration 21Q: 3 clusters Score -1591459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1591461.750000 Penalty: 4699.376465
	Iteration 22Q: 3 clusters Score -1591462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1591467.000000 Penalty: 4699.376465
	Iteration 23Q: 3 clusters Score -1591467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1591469.125000 Penalty: 4699.376465
	Iteration 24Q: 3 clusters Score -1591469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1591472.625000 Penalty: 4699.376465
	Iteration 25Q: 3 clusters Score -1591473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1591475.250000 Penalty: 4699.376465
	Iteration 26Q: 3 clusters Score -1591475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1591476.250000 Penalty: 4699.376465
	Iteration 27Q: 3 clusters Score -1591476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1591480.375000 Penalty: 4699.376465
	Iteration 28Q: 3 clusters Score -1591480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1591480.500000 Penalty: 4699.376465
	Iteration 29Q: 3 clusters Score -1591480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1591480.750000 Penalty: 4699.376465
	Iteration 30Q: 3 clusters Score -1591481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1591481.250000 Penalty: 4699.376465
	Iteration 31Q: 3 clusters Score -1591481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1591482.000000 Penalty: 4699.376465
	Iteration 32Q: 3 clusters Score -1591482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1591483.125000 Penalty: 4699.376465
	Iteration 33Q: 3 clusters Score -1591483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1591483.125000 Penalty: 4699.376465
	Iteration 34F: 3 clusters Score -1591483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -395119.000000 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -395119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -391731.343750 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -391731.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -392472.625000 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -392472.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -392732.906250 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -392732.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -392935.125000 Penalty: 3995.043213
	Iteration 3F: 3 clusters Score -392935.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -393106.562500 Penalty: 3995.043213
	Iteration 4F: 3 clusters Score -393106.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -393245.312500 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -393245.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -393344.281250 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -393344.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -393424.218750 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -393424.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -393482.625000 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -393482.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -393517.625000 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -393517.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -393553.125000 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -393553.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -393576.062500 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -393576.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -393583.968750 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -393584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -393589.875000 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -393589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -393592.062500 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -393592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -393593.593750 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -393593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -393594.468750 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -393594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -393595.250000 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -393595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -393595.531250 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -393595.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -393595.531250 Penalty: 3995.043213
	Iteration 19F: 3 clusters Score -393595.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -702940.562500 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -702940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -698041.062500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -698041.1 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -699236.500000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -699236.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -699459.812500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -699459.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -699608.437500 Penalty: 4278.875488
	Iteration 3Q: 3 clusters Score -699608.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -699718.750000 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -699718.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -699806.187500 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -699806.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -699891.812500 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -699891.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -699967.562500 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -699967.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -700033.687500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -700033.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -700089.625000 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -700089.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -700156.000000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -700156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -700208.062500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -700208.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -700263.937500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -700263.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -700320.562500 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -700320.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -700379.812500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -700379.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -700448.187500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -700448.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -700529.875000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -700529.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -700624.500000 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -700624.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -700726.812500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -700726.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -700812.187500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -700812.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -700887.687500 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -700887.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -700951.437500 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -700951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -701008.000000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -701008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -701040.937500 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -701040.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -701060.812500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -701060.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -701082.312500 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -701082.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701095.937500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -701095.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -701107.937500 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -701107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -701114.000000 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -701114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -701120.562500 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -701120.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -701123.875000 Penalty: 4278.875488
	Iteration 30Q: 3 clusters Score -701123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -701126.687500 Penalty: 4278.875488
	Iteration 31Q: 3 clusters Score -701126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -701130.437500 Penalty: 4278.875488
	Iteration 32Q: 3 clusters Score -701130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -701132.250000 Penalty: 4278.875488
	Iteration 33Q: 3 clusters Score -701132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -701134.875000 Penalty: 4278.875488
	Iteration 34Q: 3 clusters Score -701134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701134.000000 Penalty: 4278.875488
	Iteration 35Q: 3 clusters Score -701134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -701136.062500 Penalty: 4278.875488
	Iteration 36Q: 3 clusters Score -701136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -701137.312500 Penalty: 4278.875488
	Iteration 37Q: 3 clusters Score -701137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -701137.437500 Penalty: 4278.875488
	Iteration 38Q: 3 clusters Score -701137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -701138.562500 Penalty: 4278.875488
	Iteration 39Q: 3 clusters Score -701138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -701137.437500 Penalty: 4278.875488
	Iteration 40F: 3 clusters Score -701137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701139.437500 Penalty: 4278.875488
	Iteration 41Q: 3 clusters Score -701139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -701139.437500 Penalty: 4278.875488
	Iteration 42F: 3 clusters Score -701139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Entering Unmasked Estep 
Score: -2150429.250000 Penalty: 2435.843994
	Iteration 0F: 2 clusters Score -2150429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2137342.250000 Penalty: 4871.687988
	Iteration 0F: 3 clusters Score -2137342 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2141672.500000 Penalty: 4871.687988
	Iteration 1F: 3 clusters Score -2141672 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2142239.000000 Penalty: 4871.687988
	Iteration 2F: 3 clusters Score -2142239 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2142807.500000 Penalty: 4871.687988
	Iteration 3F: 3 clusters Score -2142808 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2143443.000000 Penalty: 4871.687988
	Iteration 4F: 3 clusters Score -2143443 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2144216.500000 Penalty: 4871.687988
	Iteration 5F: 3 clusters Score -2144216 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2145077.500000 Penalty: 4871.687988
	Iteration 6F: 3 clusters Score -2145078 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2145924.250000 Penalty: 4871.687988
	Iteration 7F: 3 clusters Score -2145924 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2146655.250000 Penalty: 4871.687988
	Iteration 8F: 3 clusters Score -2146655 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2147206.500000 Penalty: 4871.687988
	Iteration 9Q: 3 clusters Score -2147206 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2147548.750000 Penalty: 4871.687988
	Iteration 10Q: 3 clusters Score -2147549 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2147737.750000 Penalty: 4871.687988
	Iteration 11Q: 3 clusters Score -2147738 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2147855.000000 Penalty: 4871.687988
	Iteration 12Q: 3 clusters Score -2147855 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2147945.750000 Penalty: 4871.687988
	Iteration 13Q: 3 clusters Score -2147946 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2148000.250000 Penalty: 4871.687988
	Iteration 14Q: 3 clusters Score -2148000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2148039.750000 Penalty: 4871.687988
	Iteration 15Q: 3 clusters Score -2148040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2148060.250000 Penalty: 4871.687988
	Iteration 16Q: 3 clusters Score -2148060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2148073.500000 Penalty: 4871.687988
	Iteration 17Q: 3 clusters Score -2148074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2148091.750000 Penalty: 4871.687988
	Iteration 18Q: 3 clusters Score -2148092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2148104.250000 Penalty: 4871.687988
	Iteration 19Q: 3 clusters Score -2148104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2148120.500000 Penalty: 4871.687988
	Iteration 20F: 3 clusters Score -2148120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2148121.750000 Penalty: 4871.687988
	Iteration 21Q: 3 clusters Score -2148122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2148125.500000 Penalty: 4871.687988
	Iteration 22Q: 3 clusters Score -2148126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2148130.750000 Penalty: 4871.687988
	Iteration 23Q: 3 clusters Score -2148131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2148132.500000 Penalty: 4871.687988
	Iteration 24Q: 3 clusters Score -2148132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2148142.500000 Penalty: 4871.687988
	Iteration 25Q: 3 clusters Score -2148142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2148139.750000 Penalty: 4871.687988
	Iteration 26Q: 3 clusters Score -2148140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2148149.500000 Penalty: 4871.687988
	Iteration 27Q: 3 clusters Score -2148150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2148148.750000 Penalty: 4871.687988
	Iteration 28Q: 3 clusters Score -2148149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2148152.250000 Penalty: 4871.687988
	Iteration 29Q: 3 clusters Score -2148152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2148154.750000 Penalty: 4871.687988
	Iteration 30Q: 3 clusters Score -2148155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2148159.750000 Penalty: 4871.687988
	Iteration 31Q: 3 clusters Score -2148160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2148165.000000 Penalty: 4871.687988
	Iteration 32Q: 3 clusters Score -2148165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2148164.000000 Penalty: 4871.687988
	Iteration 33Q: 3 clusters Score -2148164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2148166.000000 Penalty: 4871.687988
	Iteration 34Q: 3 clusters Score -2148166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2148163.750000 Penalty: 4871.687988
	Iteration 35Q: 3 clusters Score -2148164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2148160.500000 Penalty: 4871.687988
	Iteration 36Q: 3 clusters Score -2148160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2148159.250000 Penalty: 4871.687988
	Iteration 37Q: 3 clusters Score -2148159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2148164.000000 Penalty: 4871.687988
	Iteration 38Q: 3 clusters Score -2148164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2148160.250000 Penalty: 4871.687988
	Iteration 39Q: 3 clusters Score -2148160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2148159.250000 Penalty: 4871.687988
	Iteration 40F: 3 clusters Score -2148159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2148161.750000 Penalty: 4871.687988
	Iteration 41Q: 3 clusters Score -2148162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2148159.250000 Penalty: 4871.687988
	Iteration 42Q: 3 clusters Score -2148159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2148162.250000 Penalty: 4871.687988
	Iteration 43Q: 3 clusters Score -2148162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2148164.250000 Penalty: 4871.687988
	Iteration 44Q: 3 clusters Score -2148164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2148164.000000 Penalty: 4871.687988
	Iteration 45Q: 3 clusters Score -2148164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2148165.500000 Penalty: 4871.687988
	Iteration 46Q: 3 clusters Score -2148166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2148171.000000 Penalty: 4871.687988
	Iteration 47Q: 3 clusters Score -2148171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2148168.000000 Penalty: 4871.687988
	Iteration 48Q: 3 clusters Score -2148168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2148170.750000 Penalty: 4871.687988
	Iteration 49Q: 3 clusters Score -2148171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2148177.500000 Penalty: 4871.687988
	Iteration 50Q: 3 clusters Score -2148178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2148176.750000 Penalty: 4871.687988
	Iteration 51Q: 3 clusters Score -2148177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2148182.750000 Penalty: 4871.687988
	Iteration 52Q: 3 clusters Score -2148183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2148180.500000 Penalty: 4871.687988
	Iteration 53Q: 3 clusters Score -2148180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2148181.000000 Penalty: 4871.687988
	Iteration 54Q: 3 clusters Score -2148181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2148185.750000 Penalty: 4871.687988
	Iteration 55Q: 3 clusters Score -2148186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2148188.750000 Penalty: 4871.687988
	Iteration 56Q: 3 clusters Score -2148189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2148191.000000 Penalty: 4871.687988
	Iteration 57Q: 3 clusters Score -2148191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2148193.750000 Penalty: 4871.687988
	Iteration 58Q: 3 clusters Score -2148194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2148197.000000 Penalty: 4871.687988
	Iteration 59Q: 3 clusters Score -2148197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2148198.000000 Penalty: 4871.687988
	Iteration 60F: 3 clusters Score -2148198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2148199.500000 Penalty: 4871.687988
	Iteration 61Q: 3 clusters Score -2148200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2148202.000000 Penalty: 4871.687988
	Iteration 62Q: 3 clusters Score -2148202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2148204.750000 Penalty: 4871.687988
	Iteration 63Q: 3 clusters Score -2148205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2148208.750000 Penalty: 4871.687988
	Iteration 64Q: 3 clusters Score -2148209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2148217.500000 Penalty: 4871.687988
	Iteration 65Q: 3 clusters Score -2148218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2148218.500000 Penalty: 4871.687988
	Iteration 66Q: 3 clusters Score -2148218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2148220.500000 Penalty: 4871.687988
	Iteration 67Q: 3 clusters Score -2148220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2148224.000000 Penalty: 4871.687988
	Iteration 68Q: 3 clusters Score -2148224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2148228.500000 Penalty: 4871.687988
	Iteration 69Q: 3 clusters Score -2148228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2148229.250000 Penalty: 4871.687988
	Iteration 70Q: 3 clusters Score -2148229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2148227.000000 Penalty: 4871.687988
	Iteration 71Q: 3 clusters Score -2148227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2148224.000000 Penalty: 4871.687988
	Iteration 72Q: 3 clusters Score -2148224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2148230.750000 Penalty: 4871.687988
	Iteration 73Q: 3 clusters Score -2148231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2148231.500000 Penalty: 4871.687988
	Iteration 74Q: 3 clusters Score -2148232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2148230.000000 Penalty: 4871.687988
	Iteration 75Q: 3 clusters Score -2148230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2148229.250000 Penalty: 4871.687988
	Iteration 76Q: 3 clusters Score -2148229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2148231.500000 Penalty: 4871.687988
	Iteration 77Q: 3 clusters Score -2148232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2148230.750000 Penalty: 4871.687988
	Iteration 78Q: 3 clusters Score -2148231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2148229.250000 Penalty: 4871.687988
	Iteration 79Q: 3 clusters Score -2148229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2148229.250000 Penalty: 4871.687988
	Iteration 80F: 3 clusters Score -2148229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -287530.937500 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -287530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284663.468750 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -284663.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285192.250000 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -285192.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285335.062500 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -285335.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -285416.968750 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -285417 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -285455.343750 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -285455.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -285478.093750 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -285478.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -285492.125000 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -285492.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285510.812500 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -285510.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -285530.031250 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -285530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285549.500000 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -285549.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285575.093750 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -285575.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -285592.718750 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -285592.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -285609.343750 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -285609.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285628.125000 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -285628.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -285648.593750 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -285648.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -285669.781250 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -285669.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -285694.687500 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -285694.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -285717.718750 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -285717.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -285732.531250 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -285732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -285742.500000 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -285742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285749.562500 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -285749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -285757.281250 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -285757.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -285763.031250 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -285763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285771.281250 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -285771.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -285778.500000 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -285778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -285789.812500 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -285789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -285801.812500 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -285801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -285811.281250 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -285811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -285816.656250 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -285816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -285827.843750 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -285827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -285837.906250 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -285837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -285847.406250 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -285847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -285854.125000 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -285854.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -285864.343750 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -285864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -285873.468750 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -285873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -285880.781250 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -285880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285886.781250 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -285886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -285892.562500 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -285892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -285897.312500 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -285897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -285898.812500 Penalty: 3856.953125
	Iteration 39Q: 3 clusters Score -285898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -285898.812500 Penalty: 3856.953125
	Iteration 40F: 3 clusters Score -285898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -1062967.625000 Penalty: 2239.354980
	Iteration 0F: 2 clusters Score -1062968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1056270.000000 Penalty: 4478.709961
	Iteration 0F: 3 clusters Score -1056270 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1058149.250000 Penalty: 4478.709961
	Iteration 1F: 3 clusters Score -1058149 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1058422.500000 Penalty: 4478.709961
	Iteration 2F: 3 clusters Score -1058422 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1058615.000000 Penalty: 4478.709961
	Iteration 3F: 3 clusters Score -1058615 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1058776.750000 Penalty: 4478.709961
	Iteration 4Q: 3 clusters Score -1058777 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1058915.625000 Penalty: 4478.709961
	Iteration 5Q: 3 clusters Score -1058916 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1059051.250000 Penalty: 4478.709961
	Iteration 6Q: 3 clusters Score -1059051 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1059200.625000 Penalty: 4478.709961
	Iteration 7Q: 3 clusters Score -1059201 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1059367.375000 Penalty: 4478.709961
	Iteration 8Q: 3 clusters Score -1059367 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1059559.375000 Penalty: 4478.709961
	Iteration 9Q: 3 clusters Score -1059559 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1059781.875000 Penalty: 4478.709961
	Iteration 10Q: 3 clusters Score -1059782 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1060008.500000 Penalty: 4478.709961
	Iteration 11Q: 3 clusters Score -1060008 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1060232.875000 Penalty: 4478.709961
	Iteration 12Q: 3 clusters Score -1060233 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1060431.125000 Penalty: 4478.709961
	Iteration 13Q: 3 clusters Score -1060431 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1060615.500000 Penalty: 4478.709961
	Iteration 14Q: 3 clusters Score -1060616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1060755.875000 Penalty: 4478.709961
	Iteration 15Q: 3 clusters Score -1060756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1060853.875000 Penalty: 4478.709961
	Iteration 16Q: 3 clusters Score -1060854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1060938.000000 Penalty: 4478.709961
	Iteration 17Q: 3 clusters Score -1060938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1060982.375000 Penalty: 4478.709961
	Iteration 18Q: 3 clusters Score -1060982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1061016.875000 Penalty: 4478.709961
	Iteration 19Q: 3 clusters Score -1061017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1061039.500000 Penalty: 4478.709961
	Iteration 20F: 3 clusters Score -1061040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1061052.125000 Penalty: 4478.709961
	Iteration 21Q: 3 clusters Score -1061052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1061070.750000 Penalty: 4478.709961
	Iteration 22Q: 3 clusters Score -1061071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1061074.250000 Penalty: 4478.709961
	Iteration 23Q: 3 clusters Score -1061074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1061078.625000 Penalty: 4478.709961
	Iteration 24Q: 3 clusters Score -1061079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1061081.750000 Penalty: 4478.709961
	Iteration 25Q: 3 clusters Score -1061082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1061088.000000 Penalty: 4478.709961
	Iteration 26Q: 3 clusters Score -1061088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1061089.500000 Penalty: 4478.709961
	Iteration 27Q: 3 clusters Score -1061090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1061090.125000 Penalty: 4478.709961
	Iteration 28Q: 3 clusters Score -1061090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1061093.375000 Penalty: 4478.709961
	Iteration 29Q: 3 clusters Score -1061093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1061098.375000 Penalty: 4478.709961
	Iteration 30Q: 3 clusters Score -1061098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1061100.500000 Penalty: 4478.709961
	Iteration 31Q: 3 clusters Score -1061100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1061102.875000 Penalty: 4478.709961
	Iteration 32Q: 3 clusters Score -1061103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1061103.875000 Penalty: 4478.709961
	Iteration 33Q: 3 clusters Score -1061104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1061104.500000 Penalty: 4478.709961
	Iteration 34Q: 3 clusters Score -1061104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1061107.125000 Penalty: 4478.709961
	Iteration 35Q: 3 clusters Score -1061107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1061107.375000 Penalty: 4478.709961
	Iteration 36Q: 3 clusters Score -1061107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1061108.500000 Penalty: 4478.709961
	Iteration 37Q: 3 clusters Score -1061108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1061109.125000 Penalty: 4478.709961
	Iteration 38Q: 3 clusters Score -1061109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1061110.500000 Penalty: 4478.709961
	Iteration 39Q: 3 clusters Score -1061110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1061110.250000 Penalty: 4478.709961
	Iteration 40F: 3 clusters Score -1061110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1061111.875000 Penalty: 4478.709961
	Iteration 41Q: 3 clusters Score -1061112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1061113.625000 Penalty: 4478.709961
	Iteration 42Q: 3 clusters Score -1061114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1061115.625000 Penalty: 4478.709961
	Iteration 43Q: 3 clusters Score -1061116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1061117.500000 Penalty: 4478.709961
	Iteration 44Q: 3 clusters Score -1061118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1061119.125000 Penalty: 4478.709961
	Iteration 45Q: 3 clusters Score -1061119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1061123.500000 Penalty: 4478.709961
	Iteration 46Q: 3 clusters Score -1061124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1061130.375000 Penalty: 4478.709961
	Iteration 47Q: 3 clusters Score -1061130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1061132.125000 Penalty: 4478.709961
	Iteration 48Q: 3 clusters Score -1061132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1061138.375000 Penalty: 4478.709961
	Iteration 49Q: 3 clusters Score -1061138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1061145.625000 Penalty: 4478.709961
	Iteration 50Q: 3 clusters Score -1061146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1061150.375000 Penalty: 4478.709961
	Iteration 51Q: 3 clusters Score -1061150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061156.250000 Penalty: 4478.709961
	Iteration 52Q: 3 clusters Score -1061156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1061156.250000 Penalty: 4478.709961
	Iteration 53Q: 3 clusters Score -1061156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061156.500000 Penalty: 4478.709961
	Iteration 54Q: 3 clusters Score -1061156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061157.750000 Penalty: 4478.709961
	Iteration 55Q: 3 clusters Score -1061158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1061158.500000 Penalty: 4478.709961
	Iteration 56Q: 3 clusters Score -1061158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061157.875000 Penalty: 4478.709961
	Iteration 57Q: 3 clusters Score -1061158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1061160.250000 Penalty: 4478.709961
	Iteration 58Q: 3 clusters Score -1061160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1061161.000000 Penalty: 4478.709961
	Iteration 59Q: 3 clusters Score -1061161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1061160.625000 Penalty: 4478.709961
	Iteration 60F: 3 clusters Score -1061161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1061162.250000 Penalty: 4478.709961
	Iteration 61Q: 3 clusters Score -1061162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1061162.250000 Penalty: 4478.709961
	Iteration 62F: 3 clusters Score -1061162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -714679.500000 Penalty: 2157.107422
	Iteration 0F: 2 clusters Score -714679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -709581.625000 Penalty: 4314.214844
	Iteration 0F: 3 clusters Score -709581.6 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -710907.187500 Penalty: 4314.214844
	Iteration 1F: 3 clusters Score -710907.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -711178.687500 Penalty: 4314.214844
	Iteration 2F: 3 clusters Score -711178.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -711363.312500 Penalty: 4314.214844
	Iteration 3F: 3 clusters Score -711363.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -711509.500000 Penalty: 4314.214844
	Iteration 4Q: 3 clusters Score -711509.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -711630.875000 Penalty: 4314.214844
	Iteration 5Q: 3 clusters Score -711630.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -711726.875000 Penalty: 4314.214844
	Iteration 6Q: 3 clusters Score -711726.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -711828.187500 Penalty: 4314.214844
	Iteration 7Q: 3 clusters Score -711828.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -711911.500000 Penalty: 4314.214844
	Iteration 8Q: 3 clusters Score -711911.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -711993.437500 Penalty: 4314.214844
	Iteration 9Q: 3 clusters Score -711993.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -712069.125000 Penalty: 4314.214844
	Iteration 10Q: 3 clusters Score -712069.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -712140.812500 Penalty: 4314.214844
	Iteration 11Q: 3 clusters Score -712140.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -712199.750000 Penalty: 4314.214844
	Iteration 12Q: 3 clusters Score -712199.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -712262.062500 Penalty: 4314.214844
	Iteration 13Q: 3 clusters Score -712262.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -712337.187500 Penalty: 4314.214844
	Iteration 14Q: 3 clusters Score -712337.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -712407.250000 Penalty: 4314.214844
	Iteration 15Q: 3 clusters Score -712407.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -712480.625000 Penalty: 4314.214844
	Iteration 16Q: 3 clusters Score -712480.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -712563.812500 Penalty: 4314.214844
	Iteration 17Q: 3 clusters Score -712563.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -712644.187500 Penalty: 4314.214844
	Iteration 18Q: 3 clusters Score -712644.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -712713.500000 Penalty: 4314.214844
	Iteration 19Q: 3 clusters Score -712713.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -712781.437500 Penalty: 4314.214844
	Iteration 20F: 3 clusters Score -712781.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -712843.187500 Penalty: 4314.214844
	Iteration 21Q: 3 clusters Score -712843.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -712885.500000 Penalty: 4314.214844
	Iteration 22Q: 3 clusters Score -712885.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -712914.937500 Penalty: 4314.214844
	Iteration 23Q: 3 clusters Score -712914.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -712934.000000 Penalty: 4314.214844
	Iteration 24Q: 3 clusters Score -712934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -712947.875000 Penalty: 4314.214844
	Iteration 25Q: 3 clusters Score -712947.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -712967.000000 Penalty: 4314.214844
	Iteration 26Q: 3 clusters Score -712967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -712982.625000 Penalty: 4314.214844
	Iteration 27Q: 3 clusters Score -712982.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -712993.500000 Penalty: 4314.214844
	Iteration 28Q: 3 clusters Score -712993.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -713006.562500 Penalty: 4314.214844
	Iteration 29Q: 3 clusters Score -713006.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -713014.625000 Penalty: 4314.214844
	Iteration 30Q: 3 clusters Score -713014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -713018.187500 Penalty: 4314.214844
	Iteration 31Q: 3 clusters Score -713018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -713022.250000 Penalty: 4314.214844
	Iteration 32Q: 3 clusters Score -713022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -713022.937500 Penalty: 4314.214844
	Iteration 33Q: 3 clusters Score -713022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -713024.250000 Penalty: 4314.214844
	Iteration 34Q: 3 clusters Score -713024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -713024.375000 Penalty: 4314.214844
	Iteration 35Q: 3 clusters Score -713024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -713024.812500 Penalty: 4314.214844
	Iteration 36Q: 3 clusters Score -713024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -713024.875000 Penalty: 4314.214844
	Iteration 37Q: 3 clusters Score -713024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -713025.625000 Penalty: 4314.214844
	Iteration 38Q: 3 clusters Score -713025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -713027.062500 Penalty: 4314.214844
	Iteration 39Q: 3 clusters Score -713027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -713026.750000 Penalty: 4314.214844
	Iteration 40F: 3 clusters Score -713026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133243.609375 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133243.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133791.625000 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133791.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134019.906250 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -134019.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134339.781250 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134339.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134632.937500 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134632.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134812.000000 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -134812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134990.468750 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134990.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135127.937500 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -135127.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135212.046875 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -135212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135246.718750 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -135246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135268.562500 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -135268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135283.640625 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -135283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135292.109375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -135292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135292.718750 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -135292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135293.187500 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -135293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135314.609375 Penalty: 3513.360352
	Iteration 15F: 3 clusters Score -135314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135344.140625 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -135344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135344.140625 Penalty: 3513.360352
	Iteration 17F: 3 clusters Score -135344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 315546 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157836 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18434 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 587 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94709 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47891 members 
Mstep: Class 49 contains 605 members 
Entering Unmasked Estep 
Score: -142004928.000000 Penalty: 169800.968750
Splitting cluster 36 changes total score from -142007168.000000 to -142004928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23868.681641 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23868.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24043.003906 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24111.966797 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -24111.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24140.896484 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -24140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24162.476562 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24162.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24173.076172 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24173.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24184.023438 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24184.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24189.291016 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24189.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24191.273438 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24191.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24198.349609 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24198.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24303.138672 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -24303.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24339.324219 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -24339.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24366.476562 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -24366.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24381.609375 Penalty: 2784.111572
	Iteration 13Q: 3 clusters Score -24381.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24413.888672 Penalty: 2784.111572
	Iteration 14Q: 3 clusters Score -24413.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24443.921875 Penalty: 2784.111572
	Iteration 15Q: 3 clusters Score -24443.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24470.718750 Penalty: 2784.111572
	Iteration 16Q: 3 clusters Score -24470.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24479.921875 Penalty: 2784.111572
	Iteration 17Q: 3 clusters Score -24479.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24525.748047 Penalty: 2784.111572
	Iteration 18Q: 3 clusters Score -24525.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24562.425781 Penalty: 2784.111572
	Iteration 19Q: 3 clusters Score -24562.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24647.980469 Penalty: 2784.111572
	Iteration 20F: 3 clusters Score -24647.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24682.265625 Penalty: 2784.111572
	Iteration 21Q: 3 clusters Score -24682.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24707.962891 Penalty: 2784.111572
	Iteration 22Q: 3 clusters Score -24707.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24716.818359 Penalty: 2784.111572
	Iteration 23Q: 3 clusters Score -24716.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24716.818359 Penalty: 2784.111572
	Iteration 24F: 3 clusters Score -24716.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 174 members 
Entering Unmasked Estep 
Score: -37851.589844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37851.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37966.648438 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -37966.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38037.343750 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38037.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38070.472656 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38070.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38082.035156 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38082.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38085.195312 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38086.296875 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38086.296875 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -38086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -857415.062500 Penalty: 2196.557861
	Iteration 0F: 2 clusters Score -857415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -851644.750000 Penalty: 4393.115723
	Iteration 0F: 3 clusters Score -851644.8 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -853106.187500 Penalty: 4393.115723
	Iteration 1F: 3 clusters Score -853106.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -853359.062500 Penalty: 4393.115723
	Iteration 2F: 3 clusters Score -853359.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -853541.937500 Penalty: 4393.115723
	Iteration 3F: 3 clusters Score -853541.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -853673.750000 Penalty: 4393.115723
	Iteration 4Q: 3 clusters Score -853673.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -853795.062500 Penalty: 4393.115723
	Iteration 5Q: 3 clusters Score -853795.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -853939.375000 Penalty: 4393.115723
	Iteration 6Q: 3 clusters Score -853939.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -854094.500000 Penalty: 4393.115723
	Iteration 7Q: 3 clusters Score -854094.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -854284.062500 Penalty: 4393.115723
	Iteration 8Q: 3 clusters Score -854284.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -854473.250000 Penalty: 4393.115723
	Iteration 9Q: 3 clusters Score -854473.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -854629.187500 Penalty: 4393.115723
	Iteration 10Q: 3 clusters Score -854629.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -854769.500000 Penalty: 4393.115723
	Iteration 11Q: 3 clusters Score -854769.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -854906.000000 Penalty: 4393.115723
	Iteration 12Q: 3 clusters Score -854906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -855022.500000 Penalty: 4393.115723
	Iteration 13Q: 3 clusters Score -855022.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -855125.625000 Penalty: 4393.115723
	Iteration 14Q: 3 clusters Score -855125.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -855212.062500 Penalty: 4393.115723
	Iteration 15Q: 3 clusters Score -855212.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -855286.625000 Penalty: 4393.115723
	Iteration 16Q: 3 clusters Score -855286.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -855340.937500 Penalty: 4393.115723
	Iteration 17Q: 3 clusters Score -855340.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -855380.125000 Penalty: 4393.115723
	Iteration 18Q: 3 clusters Score -855380.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -855416.937500 Penalty: 4393.115723
	Iteration 19Q: 3 clusters Score -855416.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -855454.250000 Penalty: 4393.115723
	Iteration 20F: 3 clusters Score -855454.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -855493.687500 Penalty: 4393.115723
	Iteration 21Q: 3 clusters Score -855493.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -855538.937500 Penalty: 4393.115723
	Iteration 22Q: 3 clusters Score -855538.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -855580.437500 Penalty: 4393.115723
	Iteration 23Q: 3 clusters Score -855580.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -855609.187500 Penalty: 4393.115723
	Iteration 24Q: 3 clusters Score -855609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -855625.750000 Penalty: 4393.115723
	Iteration 25Q: 3 clusters Score -855625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -855637.000000 Penalty: 4393.115723
	Iteration 26Q: 3 clusters Score -855637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -855642.937500 Penalty: 4393.115723
	Iteration 27Q: 3 clusters Score -855642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -855647.562500 Penalty: 4393.115723
	Iteration 28Q: 3 clusters Score -855647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -855649.937500 Penalty: 4393.115723
	Iteration 29Q: 3 clusters Score -855649.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -855657.437500 Penalty: 4393.115723
	Iteration 30Q: 3 clusters Score -855657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -855663.812500 Penalty: 4393.115723
	Iteration 31Q: 3 clusters Score -855663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -855667.312500 Penalty: 4393.115723
	Iteration 32Q: 3 clusters Score -855667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -855675.062500 Penalty: 4393.115723
	Iteration 33Q: 3 clusters Score -855675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -855680.000000 Penalty: 4393.115723
	Iteration 34Q: 3 clusters Score -855680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -855688.375000 Penalty: 4393.115723
	Iteration 35Q: 3 clusters Score -855688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -855691.500000 Penalty: 4393.115723
	Iteration 36Q: 3 clusters Score -855691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -855693.250000 Penalty: 4393.115723
	Iteration 37Q: 3 clusters Score -855693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -855696.937500 Penalty: 4393.115723
	Iteration 38Q: 3 clusters Score -855696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -855697.875000 Penalty: 4393.115723
	Iteration 39Q: 3 clusters Score -855697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -855699.062500 Penalty: 4393.115723
	Iteration 40F: 3 clusters Score -855699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -855699.937500 Penalty: 4393.115723
	Iteration 41Q: 3 clusters Score -855699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -855699.937500 Penalty: 4393.115723
	Iteration 42F: 3 clusters Score -855699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (94709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Entering Unmasked Estep 
Score: -11964109.000000 Penalty: 2841.724121
	Iteration 0F: 2 clusters Score -1.196411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -11900670.000000 Penalty: 5683.448242
	Iteration 0F: 3 clusters Score -1.190067e+07 nChanged 44508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -11926129.000000 Penalty: 5683.448242
	Iteration 1F: 3 clusters Score -1.192613e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -11926893.000000 Penalty: 5683.448242
	Iteration 2Q: 3 clusters Score -1.192689e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -11927784.000000 Penalty: 5683.448242
	Iteration 3Q: 3 clusters Score -1.192778e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -11929037.000000 Penalty: 5683.448242
	Iteration 4Q: 3 clusters Score -1.192904e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -11931144.000000 Penalty: 5683.448242
	Iteration 5Q: 3 clusters Score -1.193114e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -11935036.000000 Penalty: 5683.448242
	Iteration 6F: 3 clusters Score -1.193504e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -11941308.000000 Penalty: 5683.448242
	Iteration 7F: 3 clusters Score -1.194131e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -11949282.000000 Penalty: 5683.448242
	Iteration 8F: 3 clusters Score -1.194928e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -11956015.000000 Penalty: 5683.448242
	Iteration 9F: 3 clusters Score -1.195602e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -11959557.000000 Penalty: 5683.448242
	Iteration 10Q: 3 clusters Score -1.195956e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11960872.000000 Penalty: 5683.448242
	Iteration 11Q: 3 clusters Score -1.196087e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11961354.000000 Penalty: 5683.448242
	Iteration 12Q: 3 clusters Score -1.196135e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11961521.000000 Penalty: 5683.448242
	Iteration 13Q: 3 clusters Score -1.196152e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11961568.000000 Penalty: 5683.448242
	Iteration 14Q: 3 clusters Score -1.196157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11961617.000000 Penalty: 5683.448242
	Iteration 15Q: 3 clusters Score -1.196162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11961633.000000 Penalty: 5683.448242
	Iteration 16Q: 3 clusters Score -1.196163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11961645.000000 Penalty: 5683.448242
	Iteration 17Q: 3 clusters Score -1.196164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11961642.000000 Penalty: 5683.448242
	Iteration 18Q: 3 clusters Score -1.196164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11961655.000000 Penalty: 5683.448242
	Iteration 19Q: 3 clusters Score -1.196166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11961665.000000 Penalty: 5683.448242
	Iteration 20F: 3 clusters Score -1.196166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11961675.000000 Penalty: 5683.448242
	Iteration 21Q: 3 clusters Score -1.196168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11961685.000000 Penalty: 5683.448242
	Iteration 22Q: 3 clusters Score -1.196168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11961706.000000 Penalty: 5683.448242
	Iteration 23Q: 3 clusters Score -1.196171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11961714.000000 Penalty: 5683.448242
	Iteration 24Q: 3 clusters Score -1.196171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11961716.000000 Penalty: 5683.448242
	Iteration 25Q: 3 clusters Score -1.196172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11961715.000000 Penalty: 5683.448242
	Iteration 26Q: 3 clusters Score -1.196172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11961715.000000 Penalty: 5683.448242
	Iteration 27Q: 3 clusters Score -1.196172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11961720.000000 Penalty: 5683.448242
	Iteration 28Q: 3 clusters Score -1.196172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11961726.000000 Penalty: 5683.448242
	Iteration 29Q: 3 clusters Score -1.196173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11961727.000000 Penalty: 5683.448242
	Iteration 30Q: 3 clusters Score -1.196173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11961735.000000 Penalty: 5683.448242
	Iteration 31Q: 3 clusters Score -1.196174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11961734.000000 Penalty: 5683.448242
	Iteration 32Q: 3 clusters Score -1.196173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11961741.000000 Penalty: 5683.448242
	Iteration 33Q: 3 clusters Score -1.196174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11961741.000000 Penalty: 5683.448242
	Iteration 34F: 3 clusters Score -1.196174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18356.439453 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18356.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18427.390625 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18427.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18464.804688 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18477.345703 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -18477.35 nChanged 3
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: -18537.392578 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -18537.39 nChanged 0
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: -18537.392578 Penalty: 2612.857666
	Iteration 5F: 3 clusters Score -18537.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -709341.250000 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -709341.2 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 3234 members 
Entering Unmasked Estep 
Score: -703866.312500 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -703866.3 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -705614.500000 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -705614.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -706093.250000 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -706093.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -706475.937500 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -706475.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -706795.125000 Penalty: 4352.596191
	Iteration 4F: 3 clusters Score -706795.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -707063.187500 Penalty: 4352.596191
	Iteration 5F: 3 clusters Score -707063.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -707281.375000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -707281.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -707478.375000 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -707478.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -707664.125000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -707664.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -707829.000000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -707829 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -707952.437500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -707952.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -708054.250000 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -708054.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -708121.312500 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -708121.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -708169.875000 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -708169.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -708210.937500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -708210.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -708237.375000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -708237.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -708268.937500 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -708268.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -708312.375000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -708312.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -708356.812500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -708356.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -708408.875000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -708408.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -708464.375000 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -708464.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -708516.687500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -708516.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -708568.187500 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -708568.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -708606.687500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -708606.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -708651.500000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -708651.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -708682.687500 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -708682.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -708703.437500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -708703.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -708714.312500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -708714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -708727.750000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -708727.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -708740.312500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -708740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -708742.125000 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -708742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -708746.250000 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -708746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -708748.000000 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -708748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -708750.187500 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -708750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -708751.125000 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -708751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -708752.625000 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -708752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -708756.437500 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -708756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -708756.312500 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -708756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -708757.437500 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -708757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -708757.437500 Penalty: 4352.596191
	Iteration 39F: 3 clusters Score -708757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -254776.437500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -254776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -251967.671875 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -251967.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252696.468750 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -252696.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -253278.156250 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -253278.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253928.968750 Penalty: 3841.091797
	Iteration 3F: 3 clusters Score -253929 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -254569.125000 Penalty: 3841.091797
	Iteration 4F: 3 clusters Score -254569.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -254962.171875 Penalty: 3841.091797
	Iteration 5F: 3 clusters Score -254962.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -255119.000000 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -255119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -255203.500000 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -255203.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -255257.203125 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -255257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -255289.109375 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -255289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -255304.843750 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -255304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -255309.640625 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -255309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -255312.625000 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -255312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -255312.625000 Penalty: 3841.091797
	Iteration 13F: 3 clusters Score -255312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 315546 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157836 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18434 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94709 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 1786 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47891 members 
Mstep: Class 49 contains 522 members 
Entering Unmasked Estep 
Score: -142006400.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142007168.000000 to -142006400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -791032.937500 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -791032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -785298.312500 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -785298.3 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -786778.812500 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -786778.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -787082.687500 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -787082.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -787310.687500 Penalty: 4384.568848
	Iteration 3F: 3 clusters Score -787310.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -787466.687500 Penalty: 4384.568848
	Iteration 4Q: 3 clusters Score -787466.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -787589.312500 Penalty: 4384.568848
	Iteration 5Q: 3 clusters Score -787589.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -787700.500000 Penalty: 4384.568848
	Iteration 6Q: 3 clusters Score -787700.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -787809.812500 Penalty: 4384.568848
	Iteration 7Q: 3 clusters Score -787809.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -787920.437500 Penalty: 4384.568848
	Iteration 8Q: 3 clusters Score -787920.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -788015.875000 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -788015.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -788098.000000 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -788098 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -788178.687500 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -788178.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -788259.000000 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -788259 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -788316.187500 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -788316.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -788380.000000 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -788380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -788442.062500 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -788442.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -788492.687500 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -788492.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -788550.375000 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -788550.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -788608.312500 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -788608.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -788667.187500 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -788667.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -788738.000000 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -788738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -788806.000000 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -788806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -788865.312500 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -788865.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -788929.875000 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -788929.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -788984.750000 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -788984.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -789031.687500 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -789031.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -789083.312500 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -789083.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -789116.250000 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -789116.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -789149.812500 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -789149.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -789185.187500 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -789185.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -789216.687500 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -789216.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -789240.312500 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -789240.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -789268.687500 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -789268.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -789295.625000 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -789295.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -789311.812500 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -789311.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -789322.437500 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -789322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -789336.750000 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -789336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -789352.562500 Penalty: 4384.568848
	Iteration 37Q: 3 clusters Score -789352.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -789369.500000 Penalty: 4384.568848
	Iteration 38Q: 3 clusters Score -789369.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -789399.937500 Penalty: 4384.568848
	Iteration 39Q: 3 clusters Score -789399.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -789430.187500 Penalty: 4384.568848
	Iteration 40F: 3 clusters Score -789430.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -789454.937500 Penalty: 4384.568848
	Iteration 41Q: 3 clusters Score -789454.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -789482.000000 Penalty: 4384.568848
	Iteration 42Q: 3 clusters Score -789482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -789504.437500 Penalty: 4384.568848
	Iteration 43Q: 3 clusters Score -789504.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -789517.562500 Penalty: 4384.568848
	Iteration 44Q: 3 clusters Score -789517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -789533.125000 Penalty: 4384.568848
	Iteration 45Q: 3 clusters Score -789533.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -789546.812500 Penalty: 4384.568848
	Iteration 46Q: 3 clusters Score -789546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -789553.500000 Penalty: 4384.568848
	Iteration 47Q: 3 clusters Score -789553.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -789557.937500 Penalty: 4384.568848
	Iteration 48Q: 3 clusters Score -789557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -789559.000000 Penalty: 4384.568848
	Iteration 49Q: 3 clusters Score -789559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -789561.500000 Penalty: 4384.568848
	Iteration 50Q: 3 clusters Score -789561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -789564.562500 Penalty: 4384.568848
	Iteration 51Q: 3 clusters Score -789564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -789563.625000 Penalty: 4384.568848
	Iteration 52Q: 3 clusters Score -789563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -789565.812500 Penalty: 4384.568848
	Iteration 53Q: 3 clusters Score -789565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -789565.812500 Penalty: 4384.568848
	Iteration 54F: 3 clusters Score -789565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14834.913086 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14834.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14924.965820 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -14924.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14998.912109 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -14998.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15028.955078 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15028.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15032.642578 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15032.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15035.972656 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -15035.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15035.972656 Penalty: 2610.294189
	Iteration 6F: 3 clusters Score -15035.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -195896.328125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -195896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -193466.359375 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -193466.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193882.500000 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -193882.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193982.421875 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -193982.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194043.562500 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -194043.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194078.390625 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -194078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194102.046875 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -194102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194116.421875 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -194116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194125.906250 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -194125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194132.500000 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -194132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194137.390625 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -194137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194140.531250 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -194140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194142.671875 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -194142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194144.187500 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -194144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194144.250000 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -194144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194144.250000 Penalty: 3671.313477
	Iteration 14F: 3 clusters Score -194144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 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 247 members 
Entering Unmasked Estep 
Score: -49880.535156 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49880.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50042.109375 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50042.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50085.781250 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50085.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50110.593750 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50110.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50124.558594 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50124.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50130.351562 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50130.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50130.351562 Penalty: 3052.809570
	Iteration 6F: 3 clusters Score -50130.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (47891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Entering Unmasked Estep 
Score: -5905777.500000 Penalty: 2672.617432
	Iteration 0F: 2 clusters Score -5905778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5873435.500000 Penalty: 5345.234863
	Iteration 0F: 3 clusters Score -5873436 nChanged 22160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -5885722.000000 Penalty: 5345.234863
	Iteration 1F: 3 clusters Score -5885722 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5886246.500000 Penalty: 5345.234863
	Iteration 2Q: 3 clusters Score -5886246 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5886717.000000 Penalty: 5345.234863
	Iteration 3Q: 3 clusters Score -5886717 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5887266.000000 Penalty: 5345.234863
	Iteration 4Q: 3 clusters Score -5887266 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5887943.500000 Penalty: 5345.234863
	Iteration 5Q: 3 clusters Score -5887944 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5888674.000000 Penalty: 5345.234863
	Iteration 6Q: 3 clusters Score -5888674 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5889558.500000 Penalty: 5345.234863
	Iteration 7Q: 3 clusters Score -5889558 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5890654.000000 Penalty: 5345.234863
	Iteration 8Q: 3 clusters Score -5890654 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5891876.500000 Penalty: 5345.234863
	Iteration 9Q: 3 clusters Score -5891876 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -5893233.500000 Penalty: 5345.234863
	Iteration 10Q: 3 clusters Score -5893234 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5894495.500000 Penalty: 5345.234863
	Iteration 11Q: 3 clusters Score -5894496 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -5895727.000000 Penalty: 5345.234863
	Iteration 12Q: 3 clusters Score -5895727 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5896870.500000 Penalty: 5345.234863
	Iteration 13Q: 3 clusters Score -5896870 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -5897912.500000 Penalty: 5345.234863
	Iteration 14Q: 3 clusters Score -5897912 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -5898800.500000 Penalty: 5345.234863
	Iteration 15Q: 3 clusters Score -5898800 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5899783.000000 Penalty: 5345.234863
	Iteration 16Q: 3 clusters Score -5899783 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5900609.000000 Penalty: 5345.234863
	Iteration 17Q: 3 clusters Score -5900609 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5901341.500000 Penalty: 5345.234863
	Iteration 18Q: 3 clusters Score -5901342 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5901972.000000 Penalty: 5345.234863
	Iteration 19Q: 3 clusters Score -5901972 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5902404.000000 Penalty: 5345.234863
	Iteration 20F: 3 clusters Score -5902404 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5902735.000000 Penalty: 5345.234863
	Iteration 21Q: 3 clusters Score -5902735 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5902961.000000 Penalty: 5345.234863
	Iteration 22Q: 3 clusters Score -5902961 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5903131.000000 Penalty: 5345.234863
	Iteration 23Q: 3 clusters Score -5903131 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5903242.500000 Penalty: 5345.234863
	Iteration 24Q: 3 clusters Score -5903242 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5903367.500000 Penalty: 5345.234863
	Iteration 25Q: 3 clusters Score -5903368 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5903458.000000 Penalty: 5345.234863
	Iteration 26Q: 3 clusters Score -5903458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5903566.000000 Penalty: 5345.234863
	Iteration 27Q: 3 clusters Score -5903566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5903586.500000 Penalty: 5345.234863
	Iteration 28Q: 3 clusters Score -5903586 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -5903624.000000 Penalty: 5345.234863
	Iteration 29Q: 3 clusters Score -5903624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -5903650.500000 Penalty: 5345.234863
	Iteration 30Q: 3 clusters Score -5903650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -5903663.000000 Penalty: 5345.234863
	Iteration 31Q: 3 clusters Score -5903663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5903675.500000 Penalty: 5345.234863
	Iteration 32Q: 3 clusters Score -5903676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5903692.000000 Penalty: 5345.234863
	Iteration 33Q: 3 clusters Score -5903692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5903707.000000 Penalty: 5345.234863
	Iteration 34Q: 3 clusters Score -5903707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5903714.000000 Penalty: 5345.234863
	Iteration 35Q: 3 clusters Score -5903714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5903708.000000 Penalty: 5345.234863
	Iteration 36Q: 3 clusters Score -5903708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5903713.000000 Penalty: 5345.234863
	Iteration 37Q: 3 clusters Score -5903713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5903720.000000 Penalty: 5345.234863
	Iteration 38Q: 3 clusters Score -5903720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5903727.000000 Penalty: 5345.234863
	Iteration 39Q: 3 clusters Score -5903727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -5903740.500000 Penalty: 5345.234863
	Iteration 40F: 3 clusters Score -5903740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -5903745.000000 Penalty: 5345.234863
	Iteration 41Q: 3 clusters Score -5903745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5903750.000000 Penalty: 5345.234863
	Iteration 42Q: 3 clusters Score -5903750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -5903768.000000 Penalty: 5345.234863
	Iteration 43Q: 3 clusters Score -5903768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5903766.000000 Penalty: 5345.234863
	Iteration 44Q: 3 clusters Score -5903766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -5903764.000000 Penalty: 5345.234863
	Iteration 45Q: 3 clusters Score -5903764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5903763.000000 Penalty: 5345.234863
	Iteration 46Q: 3 clusters Score -5903763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5903770.000000 Penalty: 5345.234863
	Iteration 47Q: 3 clusters Score -5903770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5903772.500000 Penalty: 5345.234863
	Iteration 48Q: 3 clusters Score -5903772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5903770.000000 Penalty: 5345.234863
	Iteration 49Q: 3 clusters Score -5903770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -5903776.000000 Penalty: 5345.234863
	Iteration 50Q: 3 clusters Score -5903776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5903782.000000 Penalty: 5345.234863
	Iteration 51Q: 3 clusters Score -5903782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -5903780.500000 Penalty: 5345.234863
	Iteration 52Q: 3 clusters Score -5903780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -5903775.000000 Penalty: 5345.234863
	Iteration 53Q: 3 clusters Score -5903775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5903771.000000 Penalty: 5345.234863
	Iteration 54Q: 3 clusters Score -5903771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5903778.500000 Penalty: 5345.234863
	Iteration 55Q: 3 clusters Score -5903778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5903783.000000 Penalty: 5345.234863
	Iteration 56Q: 3 clusters Score -5903783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -5903781.500000 Penalty: 5345.234863
	Iteration 57Q: 3 clusters Score -5903782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5903787.500000 Penalty: 5345.234863
	Iteration 58Q: 3 clusters Score -5903788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5903797.000000 Penalty: 5345.234863
	Iteration 59Q: 3 clusters Score -5903797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5903794.500000 Penalty: 5345.234863
	Iteration 60F: 3 clusters Score -5903794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5903797.000000 Penalty: 5345.234863
	Iteration 61Q: 3 clusters Score -5903797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5903793.000000 Penalty: 5345.234863
	Iteration 62Q: 3 clusters Score -5903793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -5903791.500000 Penalty: 5345.234863
	Iteration 63Q: 3 clusters Score -5903792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5903790.000000 Penalty: 5345.234863
	Iteration 64Q: 3 clusters Score -5903790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5903792.500000 Penalty: 5345.234863
	Iteration 65Q: 3 clusters Score -5903792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -5903791.500000 Penalty: 5345.234863
	Iteration 66Q: 3 clusters Score -5903792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5903783.500000 Penalty: 5345.234863
	Iteration 67Q: 3 clusters Score -5903784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5903789.000000 Penalty: 5345.234863
	Iteration 68Q: 3 clusters Score -5903789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5903790.500000 Penalty: 5345.234863
	Iteration 69Q: 3 clusters Score -5903790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5903789.500000 Penalty: 5345.234863
	Iteration 70Q: 3 clusters Score -5903790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5903789.500000 Penalty: 5345.234863
	Iteration 71Q: 3 clusters Score -5903790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5903791.000000 Penalty: 5345.234863
	Iteration 72Q: 3 clusters Score -5903791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5903791.000000 Penalty: 5345.234863
	Iteration 73F: 3 clusters Score -5903791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 117286 members 
Mstep: Class 9 contains 28366 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 315546 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157836 members 
Mstep: Class 22 contains 31703 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18892 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18434 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94709 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6904 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 439Q: 49 clusters Score -1.420071e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51335 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 117281 members 
Mstep: Class 9 contains 28367 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40024 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36680 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25501 members 
Mstep: Class 19 contains 315728 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157859 members 
Mstep: Class 22 contains 31690 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18887 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3144 members 
Mstep: Class 31 contains 5580 members 
Mstep: Class 32 contains 18438 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8348 members 
Mstep: Class 35 contains 5990 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 94505 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6903 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007072.000000 Penalty: 166335.640625
Iteration 440F: 49 clusters Score -1.420071e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51341 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 117268 members 
Mstep: Class 9 contains 28365 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36675 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 315909 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157878 members 
Mstep: Class 22 contains 31685 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18885 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3142 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18440 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8346 members 
Mstep: Class 35 contains 5989 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 94313 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6473 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007088.000000 Penalty: 166335.640625
Iteration 441Q: 49 clusters Score -1.420071e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51349 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 117278 members 
Mstep: Class 9 contains 28364 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40021 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36669 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25482 members 
Mstep: Class 19 contains 316056 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157894 members 
Mstep: Class 22 contains 31677 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39140 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18879 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3145 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18445 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8349 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 94117 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6472 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 47978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007008.000000 Penalty: 166335.640625
Iteration 442Q: 49 clusters Score -1.42007e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51352 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 117285 members 
Mstep: Class 9 contains 28363 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40023 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 4780 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25477 members 
Mstep: Class 19 contains 316201 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157908 members 
Mstep: Class 22 contains 31665 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39140 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18874 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10996 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3149 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18451 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8357 members 
Mstep: Class 35 contains 5995 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93926 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6474 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 443Q: 49 clusters Score -1.420072e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51356 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 117272 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6525 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36663 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25469 members 
Mstep: Class 19 contains 316374 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157926 members 
Mstep: Class 22 contains 31654 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39138 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18872 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10994 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18454 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8358 members 
Mstep: Class 35 contains 5998 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93737 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 444Q: 49 clusters Score -1.420072e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51355 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 117261 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40026 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36664 members 
Mstep: Class 15 contains 8158 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 316529 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157935 members 
Mstep: Class 22 contains 31644 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39139 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18868 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10992 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8361 members 
Mstep: Class 35 contains 6001 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93567 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007040.000000 Penalty: 166335.640625
Iteration 445Q: 49 clusters Score -1.42007e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51356 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 117260 members 
Mstep: Class 9 contains 28357 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25463 members 
Mstep: Class 19 contains 316695 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157937 members 
Mstep: Class 22 contains 31634 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39137 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18866 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10991 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 18463 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8366 members 
Mstep: Class 35 contains 6001 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93382 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6475 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6902 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007040.000000 Penalty: 166335.640625
Iteration 446Q: 49 clusters Score -1.42007e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51357 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 8 contains 117245 members 
Mstep: Class 9 contains 28354 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40025 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 36668 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25458 members 
Mstep: Class 19 contains 316869 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157938 members 
Mstep: Class 22 contains 31623 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39137 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18862 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3156 members 
Mstep: Class 31 contains 5580 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8370 members 
Mstep: Class 35 contains 6002 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93215 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007104.000000 Penalty: 166335.640625
Iteration 447Q: 49 clusters Score -1.420071e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51360 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 117244 members 
Mstep: Class 9 contains 28351 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36670 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 317046 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157946 members 
Mstep: Class 22 contains 31611 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39133 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18848 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 6003 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 93032 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007152.000000 Penalty: 166335.640625
Iteration 448Q: 49 clusters Score -1.420072e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51356 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 117232 members 
Mstep: Class 9 contains 28350 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40032 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36668 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 25451 members 
Mstep: Class 19 contains 317256 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157951 members 
Mstep: Class 22 contains 31604 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39133 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18839 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10985 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3159 members 
Mstep: Class 31 contains 5576 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 6003 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 92841 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 449Q: 49 clusters Score -1.42007e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51352 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 117225 members 
Mstep: Class 9 contains 28347 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40037 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36667 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25454 members 
Mstep: Class 19 contains 317467 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157961 members 
Mstep: Class 22 contains 31596 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18835 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10987 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 5575 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 6000 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 92624 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6895 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 450Q: 49 clusters Score -1.42007e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51346 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 8 contains 117215 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 8181 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 317718 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157962 members 
Mstep: Class 22 contains 31587 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39132 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18830 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10985 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 5573 members 
Mstep: Class 32 contains 18463 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8374 members 
Mstep: Class 35 contains 6000 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 92380 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006928.000000 Penalty: 166335.640625
Iteration 451Q: 49 clusters Score -1.420069e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51349 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117204 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40043 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36664 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25449 members 
Mstep: Class 19 contains 317922 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157979 members 
Mstep: Class 22 contains 31581 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18828 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10983 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 3162 members 
Mstep: Class 31 contains 5572 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8375 members 
Mstep: Class 35 contains 6000 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 92150 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007072.000000 Penalty: 166335.640625
Iteration 452Q: 49 clusters Score -1.420071e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51350 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117205 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40049 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25446 members 
Mstep: Class 19 contains 318133 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 157993 members 
Mstep: Class 22 contains 31566 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39131 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18824 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10980 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3164 members 
Mstep: Class 31 contains 5572 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8376 members 
Mstep: Class 35 contains 5999 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 91916 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007232.000000 Penalty: 166335.640625
Iteration 453Q: 49 clusters Score -1.420072e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51346 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 117207 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36659 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25445 members 
Mstep: Class 19 contains 318336 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 158010 members 
Mstep: Class 22 contains 31548 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39129 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18819 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10980 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 5570 members 
Mstep: Class 32 contains 18464 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8378 members 
Mstep: Class 35 contains 6000 members 
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Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 91707 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007056.000000 Penalty: 166335.640625
Iteration 454Q: 49 clusters Score -1.420071e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51343 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117208 members 
Mstep: Class 9 contains 28344 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40053 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36660 members 
Mstep: Class 15 contains 8196 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 318526 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 158019 members 
Mstep: Class 22 contains 31543 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1708 members 
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Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10978 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8376 members 
Mstep: Class 35 contains 6001 members 
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Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
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Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
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Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 455Q: 49 clusters Score -1.42007e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51338 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117213 members 
Mstep: Class 9 contains 28342 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36659 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25443 members 
Mstep: Class 19 contains 318720 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 158030 members 
Mstep: Class 22 contains 31537 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39125 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18807 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10977 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8376 members 
Mstep: Class 35 contains 6003 members 
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Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
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Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006992.000000 Penalty: 166335.640625
Iteration 456Q: 49 clusters Score -1.42007e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117206 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40063 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36660 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25444 members 
Mstep: Class 19 contains 318897 members 
Mstep: Class 20 contains 9094 members 
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Mstep: Class 22 contains 31534 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39125 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18800 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10976 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3167 members 
Mstep: Class 31 contains 5564 members 
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Mstep: Class 33 contains 2383 members 
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Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 91118 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007072.000000 Penalty: 166335.640625
Iteration 457Q: 49 clusters Score -1.420071e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51326 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117210 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40068 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36658 members 
Mstep: Class 15 contains 8185 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25441 members 
Mstep: Class 19 contains 319074 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 158057 members 
Mstep: Class 22 contains 31527 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39124 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18795 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10973 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 5565 members 
Mstep: Class 32 contains 18463 members 
Mstep: Class 33 contains 2383 members 
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Mstep: Class 35 contains 6009 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 90932 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2309 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007136.000000 Penalty: 166335.640625
Iteration 458Q: 49 clusters Score -1.420071e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117203 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40072 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25439 members 
Mstep: Class 19 contains 319245 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 158071 members 
Mstep: Class 22 contains 31523 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39122 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18791 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10972 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8388 members 
Mstep: Class 35 contains 6017 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 90738 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007168.000000 Penalty: 166335.640625
Iteration 459Q: 49 clusters Score -1.420072e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117185 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40072 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36651 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25439 members 
Mstep: Class 19 contains 319420 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158084 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39121 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18786 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10971 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 5563 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8393 members 
Mstep: Class 35 contains 6019 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 90562 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007152.000000 Penalty: 166335.640625
Iteration 460F: 49 clusters Score -1.420072e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51321 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117169 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40073 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36645 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25431 members 
Mstep: Class 19 contains 319603 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158098 members 
Mstep: Class 22 contains 31514 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39117 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18773 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10970 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 18460 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8397 members 
Mstep: Class 35 contains 6023 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 90373 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 6903 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007136.000000 Penalty: 166335.640625
Iteration 461Q: 49 clusters Score -1.420071e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51321 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117160 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36638 members 
Mstep: Class 15 contains 8202 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25424 members 
Mstep: Class 19 contains 319802 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158112 members 
Mstep: Class 22 contains 31518 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39116 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18759 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10969 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 18460 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8398 members 
Mstep: Class 35 contains 6026 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 90162 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 6903 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006912.000000 Penalty: 166335.640625
Iteration 462Q: 49 clusters Score -1.420069e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51319 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117155 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40076 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36630 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25422 members 
Mstep: Class 19 contains 319972 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158133 members 
Mstep: Class 22 contains 31516 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39114 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18754 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10968 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8398 members 
Mstep: Class 35 contains 6034 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 89966 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006880.000000 Penalty: 166335.640625
Iteration 463Q: 49 clusters Score -1.420069e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51317 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117149 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 6532 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36620 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 25410 members 
Mstep: Class 19 contains 320177 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158155 members 
Mstep: Class 22 contains 31513 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39113 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18747 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10966 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3194 members 
Mstep: Class 31 contains 5565 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8398 members 
Mstep: Class 35 contains 6038 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 89758 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006720.000000 Penalty: 166335.640625
Iteration 464Q: 49 clusters Score -1.420067e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51314 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117156 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40086 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36612 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25402 members 
Mstep: Class 19 contains 320369 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158160 members 
Mstep: Class 22 contains 31508 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39111 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10963 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 5565 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8395 members 
Mstep: Class 35 contains 6040 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 89558 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006704.000000 Penalty: 166335.640625
Iteration 465Q: 49 clusters Score -1.420067e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51318 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117152 members 
Mstep: Class 9 contains 28336 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36607 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25399 members 
Mstep: Class 19 contains 320563 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158169 members 
Mstep: Class 22 contains 31507 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39113 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3202 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8394 members 
Mstep: Class 35 contains 6040 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 89337 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006688.000000 Penalty: 166335.640625
Iteration 466Q: 49 clusters Score -1.420067e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51319 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117141 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36603 members 
Mstep: Class 15 contains 8202 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25403 members 
Mstep: Class 19 contains 320755 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158177 members 
Mstep: Class 22 contains 31506 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39111 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18742 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3206 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8396 members 
Mstep: Class 35 contains 6042 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 89115 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6897 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006656.000000 Penalty: 166335.640625
Iteration 467Q: 49 clusters Score -1.420067e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117135 members 
Mstep: Class 9 contains 28330 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40094 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36597 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25405 members 
Mstep: Class 19 contains 320982 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158189 members 
Mstep: Class 22 contains 31504 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39107 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18735 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 5562 members 
Mstep: Class 32 contains 18464 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8398 members 
Mstep: Class 35 contains 6047 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 88863 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6895 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006576.000000 Penalty: 166335.640625
Iteration 468Q: 49 clusters Score -1.420066e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51323 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117133 members 
Mstep: Class 9 contains 28332 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40097 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36589 members 
Mstep: Class 15 contains 8208 members 
Mstep: Class 16 contains 4784 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25406 members 
Mstep: Class 19 contains 321198 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158193 members 
Mstep: Class 22 contains 31499 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39104 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18732 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3215 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8399 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 88620 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6897 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006448.000000 Penalty: 166335.640625
Iteration 469Q: 49 clusters Score -1.420064e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51319 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117119 members 
Mstep: Class 9 contains 28333 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 8208 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25403 members 
Mstep: Class 19 contains 321398 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158213 members 
Mstep: Class 22 contains 31494 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39104 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18726 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10960 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 18463 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8402 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 88406 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006480.000000 Penalty: 166335.640625
Iteration 470Q: 49 clusters Score -1.420065e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117107 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40098 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 8209 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25397 members 
Mstep: Class 19 contains 321603 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158226 members 
Mstep: Class 22 contains 31487 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 18721 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3241 members 
Mstep: Class 31 contains 5563 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8405 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 88196 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006368.000000 Penalty: 166335.640625
Iteration 471Q: 49 clusters Score -1.420064e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51318 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117100 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40099 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36587 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25398 members 
Mstep: Class 19 contains 321816 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158233 members 
Mstep: Class 22 contains 31483 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18717 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 5560 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 87966 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006464.000000 Penalty: 166335.640625
Iteration 472Q: 49 clusters Score -1.420065e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117086 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25398 members 
Mstep: Class 19 contains 322013 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158242 members 
Mstep: Class 22 contains 31482 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39104 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18707 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10960 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 5560 members 
Mstep: Class 32 contains 18469 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 87742 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6901 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006320.000000 Penalty: 166335.640625
Iteration 473Q: 49 clusters Score -1.420063e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51319 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117066 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36590 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25396 members 
Mstep: Class 19 contains 322213 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158247 members 
Mstep: Class 22 contains 31480 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18705 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3266 members 
Mstep: Class 31 contains 5557 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8420 members 
Mstep: Class 35 contains 6052 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 87526 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 6900 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006480.000000 Penalty: 166335.640625
Iteration 474Q: 49 clusters Score -1.420065e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51322 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117054 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36589 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25392 members 
Mstep: Class 19 contains 322360 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 158257 members 
Mstep: Class 22 contains 31485 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18706 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 6053 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 87349 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006272.000000 Penalty: 166335.640625
Iteration 475Q: 49 clusters Score -1.420063e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51327 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117032 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36585 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 4791 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25386 members 
Mstep: Class 19 contains 322524 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158258 members 
Mstep: Class 22 contains 31482 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18706 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10960 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3289 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 18463 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8432 members 
Mstep: Class 35 contains 6055 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 87174 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6899 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006240.000000 Penalty: 166335.640625
Iteration 476Q: 49 clusters Score -1.420062e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51324 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 117010 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40103 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36582 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25381 members 
Mstep: Class 19 contains 322674 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158265 members 
Mstep: Class 22 contains 31483 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18702 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3300 members 
Mstep: Class 31 contains 5552 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8439 members 
Mstep: Class 35 contains 6056 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 87010 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006416.000000 Penalty: 166335.640625
Iteration 477Q: 49 clusters Score -1.420064e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51329 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 116996 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36582 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25371 members 
Mstep: Class 19 contains 322816 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158267 members 
Mstep: Class 22 contains 31478 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18694 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3306 members 
Mstep: Class 31 contains 5550 members 
Mstep: Class 32 contains 18462 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86865 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006544.000000 Penalty: 166335.640625
Iteration 478Q: 49 clusters Score -1.420065e+08 nChanged 332
Entering ConstructFrom: 
Score: -142006544.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -83453.265625 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -83453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81814.375000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -81814.38 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82555.179688 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -82555.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83152.617188 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -83152.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -83440.148438 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -83440.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83624.929688 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -83624.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83786.523438 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -83786.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83998.960938 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -83998.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -84214.234375 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -84214.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -84389.664062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -84389.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -84493.882812 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -84493.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -84673.921875 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -84673.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -84912.914062 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -84912.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84915.148438 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -84915.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -84918.320312 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -84918.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -84919.023438 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -84919.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84920.468750 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -84920.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84921.210938 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -84921.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84921.210938 Penalty: 3342.123535
	Iteration 17F: 3 clusters Score -84921.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 116966 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36581 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 322989 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158271 members 
Mstep: Class 22 contains 31476 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8449 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86702 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48658 members 
Mstep: Class 49 contains 666 members 
Entering Unmasked Estep 
Score: -142006160.000000 Penalty: 169800.968750
Splitting cluster 1 changes total score from -142006544.000000 to -142006160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (51333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Entering Unmasked Estep 
Score: -6507327.500000 Penalty: 2689.830078
	Iteration 0F: 2 clusters Score -6507328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -6472542.000000 Penalty: 5379.660156
	Iteration 0F: 3 clusters Score -6472542 nChanged 23933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6485597.500000 Penalty: 5379.660156
	Iteration 1F: 3 clusters Score -6485598 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6486151.500000 Penalty: 5379.660156
	Iteration 2Q: 3 clusters Score -6486152 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6486753.500000 Penalty: 5379.660156
	Iteration 3Q: 3 clusters Score -6486754 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -6487295.000000 Penalty: 5379.660156
	Iteration 4Q: 3 clusters Score -6487295 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -6488122.500000 Penalty: 5379.660156
	Iteration 5Q: 3 clusters Score -6488122 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6489199.500000 Penalty: 5379.660156
	Iteration 6Q: 3 clusters Score -6489200 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6490560.500000 Penalty: 5379.660156
	Iteration 7F: 3 clusters Score -6490560 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6492495.500000 Penalty: 5379.660156
	Iteration 8F: 3 clusters Score -6492496 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -6494933.000000 Penalty: 5379.660156
	Iteration 9F: 3 clusters Score -6494933 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6497757.000000 Penalty: 5379.660156
	Iteration 10F: 3 clusters Score -6497757 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -6500545.000000 Penalty: 5379.660156
	Iteration 11F: 3 clusters Score -6500545 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6502649.500000 Penalty: 5379.660156
	Iteration 12Q: 3 clusters Score -6502650 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6503847.500000 Penalty: 5379.660156
	Iteration 13Q: 3 clusters Score -6503848 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6504390.000000 Penalty: 5379.660156
	Iteration 14Q: 3 clusters Score -6504390 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6504615.500000 Penalty: 5379.660156
	Iteration 15Q: 3 clusters Score -6504616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6504753.500000 Penalty: 5379.660156
	Iteration 16Q: 3 clusters Score -6504754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6504857.500000 Penalty: 5379.660156
	Iteration 17Q: 3 clusters Score -6504858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6504913.500000 Penalty: 5379.660156
	Iteration 18Q: 3 clusters Score -6504914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6504943.000000 Penalty: 5379.660156
	Iteration 19Q: 3 clusters Score -6504943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6504948.000000 Penalty: 5379.660156
	Iteration 20F: 3 clusters Score -6504948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6504969.000000 Penalty: 5379.660156
	Iteration 21Q: 3 clusters Score -6504969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6504993.000000 Penalty: 5379.660156
	Iteration 22Q: 3 clusters Score -6504993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6505012.000000 Penalty: 5379.660156
	Iteration 23Q: 3 clusters Score -6505012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6505009.500000 Penalty: 5379.660156
	Iteration 24Q: 3 clusters Score -6505010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6505016.000000 Penalty: 5379.660156
	Iteration 25Q: 3 clusters Score -6505016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6505032.500000 Penalty: 5379.660156
	Iteration 26Q: 3 clusters Score -6505032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6505032.500000 Penalty: 5379.660156
	Iteration 27Q: 3 clusters Score -6505032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6505033.000000 Penalty: 5379.660156
	Iteration 28Q: 3 clusters Score -6505033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6505036.000000 Penalty: 5379.660156
	Iteration 29Q: 3 clusters Score -6505036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6505036.500000 Penalty: 5379.660156
	Iteration 30Q: 3 clusters Score -6505036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6505039.000000 Penalty: 5379.660156
	Iteration 31Q: 3 clusters Score -6505039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6505048.000000 Penalty: 5379.660156
	Iteration 32Q: 3 clusters Score -6505048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6505042.500000 Penalty: 5379.660156
	Iteration 33Q: 3 clusters Score -6505042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6505042.500000 Penalty: 5379.660156
	Iteration 34F: 3 clusters Score -6505042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -787957.187500 Penalty: 2177.215820
	Iteration 0F: 2 clusters Score -787957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -782435.125000 Penalty: 4354.431641
	Iteration 0F: 3 clusters Score -782435.1 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -783854.687500 Penalty: 4354.431641
	Iteration 1F: 3 clusters Score -783854.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -784203.437500 Penalty: 4354.431641
	Iteration 2F: 3 clusters Score -784203.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -784522.125000 Penalty: 4354.431641
	Iteration 3F: 3 clusters Score -784522.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -784798.750000 Penalty: 4354.431641
	Iteration 4F: 3 clusters Score -784798.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -785078.750000 Penalty: 4354.431641
	Iteration 5F: 3 clusters Score -785078.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -785316.375000 Penalty: 4354.431641
	Iteration 6F: 3 clusters Score -785316.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -785498.125000 Penalty: 4354.431641
	Iteration 7Q: 3 clusters Score -785498.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -785632.937500 Penalty: 4354.431641
	Iteration 8Q: 3 clusters Score -785632.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -785741.125000 Penalty: 4354.431641
	Iteration 9Q: 3 clusters Score -785741.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -785818.500000 Penalty: 4354.431641
	Iteration 10Q: 3 clusters Score -785818.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -785866.437500 Penalty: 4354.431641
	Iteration 11Q: 3 clusters Score -785866.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -785897.750000 Penalty: 4354.431641
	Iteration 12Q: 3 clusters Score -785897.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -785916.000000 Penalty: 4354.431641
	Iteration 13Q: 3 clusters Score -785916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -785932.750000 Penalty: 4354.431641
	Iteration 14Q: 3 clusters Score -785932.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -785946.625000 Penalty: 4354.431641
	Iteration 15Q: 3 clusters Score -785946.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -785958.937500 Penalty: 4354.431641
	Iteration 16Q: 3 clusters Score -785958.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -785969.000000 Penalty: 4354.431641
	Iteration 17Q: 3 clusters Score -785969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -785977.875000 Penalty: 4354.431641
	Iteration 18Q: 3 clusters Score -785977.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -785987.062500 Penalty: 4354.431641
	Iteration 19Q: 3 clusters Score -785987.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -785992.062500 Penalty: 4354.431641
	Iteration 20F: 3 clusters Score -785992.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -785999.812500 Penalty: 4354.431641
	Iteration 21Q: 3 clusters Score -785999.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -786004.062500 Penalty: 4354.431641
	Iteration 22Q: 3 clusters Score -786004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -786010.187500 Penalty: 4354.431641
	Iteration 23Q: 3 clusters Score -786010.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -786015.875000 Penalty: 4354.431641
	Iteration 24Q: 3 clusters Score -786015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -786018.062500 Penalty: 4354.431641
	Iteration 25Q: 3 clusters Score -786018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -786019.812500 Penalty: 4354.431641
	Iteration 26Q: 3 clusters Score -786019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -786022.500000 Penalty: 4354.431641
	Iteration 27Q: 3 clusters Score -786022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -786024.187500 Penalty: 4354.431641
	Iteration 28Q: 3 clusters Score -786024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -786024.812500 Penalty: 4354.431641
	Iteration 29Q: 3 clusters Score -786024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -786028.000000 Penalty: 4354.431641
	Iteration 30Q: 3 clusters Score -786028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -786028.937500 Penalty: 4354.431641
	Iteration 31Q: 3 clusters Score -786028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -786028.500000 Penalty: 4354.431641
	Iteration 32Q: 3 clusters Score -786028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -786028.500000 Penalty: 4354.431641
	Iteration 33F: 3 clusters Score -786028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -135408.359375 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -135408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133466.375000 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -133466.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133875.781250 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -133875.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134001.640625 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -134001.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134085.984375 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -134086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -134158.421875 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -134158.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134226.843750 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -134226.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134315.562500 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -134315.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134462.390625 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -134462.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134515.921875 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -134515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134541.828125 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -134541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134568.984375 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -134569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134596.250000 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -134596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134631.703125 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -134631.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134658.921875 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -134658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134692.812500 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -134692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134740.218750 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -134740.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -134799.093750 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -134799.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134815.828125 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -134815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134827.093750 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -134827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134834.781250 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -134834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134847.906250 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -134847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134866.437500 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -134866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134918.750000 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -134918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134937.390625 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -134937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134953.062500 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -134953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134961.750000 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -134961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134968.765625 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -134968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134974.437500 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -134974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134977.390625 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -134977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134978.140625 Penalty: 3504.120605
	Iteration 29Q: 3 clusters Score -134978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134978.140625 Penalty: 3504.120605
	Iteration 30F: 3 clusters Score -134978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -289437.562500 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -289437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -286560.437500 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -286560.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287107.031250 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -287107 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -287237.187500 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -287237.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -287310.125000 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -287310.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -287364.687500 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -287364.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -287399.531250 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -287399.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -287411.593750 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -287411.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287421.750000 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -287421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -287431.875000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -287431.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287441.937500 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -287441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287448.593750 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -287448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -287450.687500 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -287450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -287455.125000 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -287455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -287460.750000 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -287460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -287466.062500 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -287466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -287469.531250 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -287469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -287472.062500 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -287472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -287473.687500 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -287473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -287474.468750 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -287474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -287475.875000 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -287475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -287475.875000 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -287475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -764412.625000 Penalty: 2170.483398
	Iteration 0F: 2 clusters Score -764412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -759042.562500 Penalty: 4340.966797
	Iteration 0F: 3 clusters Score -759042.6 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -760580.562500 Penalty: 4340.966797
	Iteration 1F: 3 clusters Score -760580.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -760857.312500 Penalty: 4340.966797
	Iteration 2F: 3 clusters Score -760857.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -761032.562500 Penalty: 4340.966797
	Iteration 3Q: 3 clusters Score -761032.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -761159.687500 Penalty: 4340.966797
	Iteration 4Q: 3 clusters Score -761159.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -761273.000000 Penalty: 4340.966797
	Iteration 5Q: 3 clusters Score -761273 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -761390.937500 Penalty: 4340.966797
	Iteration 6Q: 3 clusters Score -761390.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -761511.812500 Penalty: 4340.966797
	Iteration 7Q: 3 clusters Score -761511.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -761634.500000 Penalty: 4340.966797
	Iteration 8Q: 3 clusters Score -761634.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -761742.312500 Penalty: 4340.966797
	Iteration 9Q: 3 clusters Score -761742.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -761839.437500 Penalty: 4340.966797
	Iteration 10Q: 3 clusters Score -761839.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -761951.562500 Penalty: 4340.966797
	Iteration 11Q: 3 clusters Score -761951.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -762048.562500 Penalty: 4340.966797
	Iteration 12Q: 3 clusters Score -762048.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -762153.937500 Penalty: 4340.966797
	Iteration 13Q: 3 clusters Score -762153.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -762255.750000 Penalty: 4340.966797
	Iteration 14Q: 3 clusters Score -762255.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -762340.125000 Penalty: 4340.966797
	Iteration 15Q: 3 clusters Score -762340.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -762398.562500 Penalty: 4340.966797
	Iteration 16Q: 3 clusters Score -762398.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -762442.062500 Penalty: 4340.966797
	Iteration 17Q: 3 clusters Score -762442.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -762474.375000 Penalty: 4340.966797
	Iteration 18Q: 3 clusters Score -762474.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -762501.375000 Penalty: 4340.966797
	Iteration 19Q: 3 clusters Score -762501.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -762532.250000 Penalty: 4340.966797
	Iteration 20F: 3 clusters Score -762532.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -762564.437500 Penalty: 4340.966797
	Iteration 21Q: 3 clusters Score -762564.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -762596.312500 Penalty: 4340.966797
	Iteration 22Q: 3 clusters Score -762596.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -762625.812500 Penalty: 4340.966797
	Iteration 23Q: 3 clusters Score -762625.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -762651.687500 Penalty: 4340.966797
	Iteration 24Q: 3 clusters Score -762651.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -762673.000000 Penalty: 4340.966797
	Iteration 25Q: 3 clusters Score -762673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -762690.937500 Penalty: 4340.966797
	Iteration 26Q: 3 clusters Score -762690.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -762714.250000 Penalty: 4340.966797
	Iteration 27Q: 3 clusters Score -762714.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -762735.750000 Penalty: 4340.966797
	Iteration 28Q: 3 clusters Score -762735.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -762760.437500 Penalty: 4340.966797
	Iteration 29Q: 3 clusters Score -762760.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -762781.750000 Penalty: 4340.966797
	Iteration 30Q: 3 clusters Score -762781.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -762793.750000 Penalty: 4340.966797
	Iteration 31Q: 3 clusters Score -762793.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -762806.687500 Penalty: 4340.966797
	Iteration 32Q: 3 clusters Score -762806.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -762815.812500 Penalty: 4340.966797
	Iteration 33Q: 3 clusters Score -762815.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -762827.250000 Penalty: 4340.966797
	Iteration 34Q: 3 clusters Score -762827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -762836.000000 Penalty: 4340.966797
	Iteration 35Q: 3 clusters Score -762836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -762843.562500 Penalty: 4340.966797
	Iteration 36Q: 3 clusters Score -762843.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -762851.000000 Penalty: 4340.966797
	Iteration 37Q: 3 clusters Score -762851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -762856.250000 Penalty: 4340.966797
	Iteration 38Q: 3 clusters Score -762856.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -762864.500000 Penalty: 4340.966797
	Iteration 39Q: 3 clusters Score -762864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -762867.500000 Penalty: 4340.966797
	Iteration 40F: 3 clusters Score -762867.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -762872.375000 Penalty: 4340.966797
	Iteration 41Q: 3 clusters Score -762872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -762872.375000 Penalty: 4340.966797
	Iteration 42Q: 3 clusters Score -762872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -762875.187500 Penalty: 4340.966797
	Iteration 43Q: 3 clusters Score -762875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -762879.625000 Penalty: 4340.966797
	Iteration 44Q: 3 clusters Score -762879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -762882.187500 Penalty: 4340.966797
	Iteration 45Q: 3 clusters Score -762882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -762884.562500 Penalty: 4340.966797
	Iteration 46Q: 3 clusters Score -762884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -762886.062500 Penalty: 4340.966797
	Iteration 47Q: 3 clusters Score -762886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -762887.250000 Penalty: 4340.966797
	Iteration 48Q: 3 clusters Score -762887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -762888.437500 Penalty: 4340.966797
	Iteration 49Q: 3 clusters Score -762888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -762890.625000 Penalty: 4340.966797
	Iteration 50Q: 3 clusters Score -762890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -762893.500000 Penalty: 4340.966797
	Iteration 51Q: 3 clusters Score -762893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -762896.375000 Penalty: 4340.966797
	Iteration 52Q: 3 clusters Score -762896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -762901.187500 Penalty: 4340.966797
	Iteration 53Q: 3 clusters Score -762901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -762905.500000 Penalty: 4340.966797
	Iteration 54Q: 3 clusters Score -762905.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -762908.812500 Penalty: 4340.966797
	Iteration 55Q: 3 clusters Score -762908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -762911.375000 Penalty: 4340.966797
	Iteration 56Q: 3 clusters Score -762911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -762913.187500 Penalty: 4340.966797
	Iteration 57Q: 3 clusters Score -762913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -762916.500000 Penalty: 4340.966797
	Iteration 58Q: 3 clusters Score -762916.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -762921.250000 Penalty: 4340.966797
	Iteration 59Q: 3 clusters Score -762921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -762922.875000 Penalty: 4340.966797
	Iteration 60F: 3 clusters Score -762922.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -762926.875000 Penalty: 4340.966797
	Iteration 61Q: 3 clusters Score -762926.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -762929.937500 Penalty: 4340.966797
	Iteration 62Q: 3 clusters Score -762929.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -762933.250000 Penalty: 4340.966797
	Iteration 63Q: 3 clusters Score -762933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -762935.250000 Penalty: 4340.966797
	Iteration 64Q: 3 clusters Score -762935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -762941.437500 Penalty: 4340.966797
	Iteration 65Q: 3 clusters Score -762941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -762947.500000 Penalty: 4340.966797
	Iteration 66Q: 3 clusters Score -762947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -762949.062500 Penalty: 4340.966797
	Iteration 67Q: 3 clusters Score -762949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -762948.500000 Penalty: 4340.966797
	Iteration 68Q: 3 clusters Score -762948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -762950.000000 Penalty: 4340.966797
	Iteration 69Q: 3 clusters Score -762950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -762950.937500 Penalty: 4340.966797
	Iteration 70Q: 3 clusters Score -762950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -762950.937500 Penalty: 4340.966797
	Iteration 71Q: 3 clusters Score -762950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -762952.312500 Penalty: 4340.966797
	Iteration 72Q: 3 clusters Score -762952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -762953.500000 Penalty: 4340.966797
	Iteration 73Q: 3 clusters Score -762953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -762953.812500 Penalty: 4340.966797
	Iteration 74Q: 3 clusters Score -762953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -762953.000000 Penalty: 4340.966797
	Iteration 75Q: 3 clusters Score -762953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -762953.000000 Penalty: 4340.966797
	Iteration 76F: 3 clusters Score -762953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -603977.312500 Penalty: 2113.352783
	Iteration 0F: 2 clusters Score -603977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -599442.250000 Penalty: 4226.705566
	Iteration 0F: 3 clusters Score -599442.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -600451.562500 Penalty: 4226.705566
	Iteration 1F: 3 clusters Score -600451.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -600665.500000 Penalty: 4226.705566
	Iteration 2F: 3 clusters Score -600665.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -600823.437500 Penalty: 4226.705566
	Iteration 3Q: 3 clusters Score -600823.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -600935.312500 Penalty: 4226.705566
	Iteration 4Q: 3 clusters Score -600935.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -601038.125000 Penalty: 4226.705566
	Iteration 5Q: 3 clusters Score -601038.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -601160.687500 Penalty: 4226.705566
	Iteration 6Q: 3 clusters Score -601160.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -601311.812500 Penalty: 4226.705566
	Iteration 7Q: 3 clusters Score -601311.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -601498.875000 Penalty: 4226.705566
	Iteration 8Q: 3 clusters Score -601498.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -601717.187500 Penalty: 4226.705566
	Iteration 9Q: 3 clusters Score -601717.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -601882.812500 Penalty: 4226.705566
	Iteration 10Q: 3 clusters Score -601882.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -602050.187500 Penalty: 4226.705566
	Iteration 11Q: 3 clusters Score -602050.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -602210.062500 Penalty: 4226.705566
	Iteration 12Q: 3 clusters Score -602210.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -602340.750000 Penalty: 4226.705566
	Iteration 13Q: 3 clusters Score -602340.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -602423.250000 Penalty: 4226.705566
	Iteration 14Q: 3 clusters Score -602423.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -602481.812500 Penalty: 4226.705566
	Iteration 15Q: 3 clusters Score -602481.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -602523.312500 Penalty: 4226.705566
	Iteration 16Q: 3 clusters Score -602523.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -602558.937500 Penalty: 4226.705566
	Iteration 17Q: 3 clusters Score -602558.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -602583.812500 Penalty: 4226.705566
	Iteration 18Q: 3 clusters Score -602583.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -602594.750000 Penalty: 4226.705566
	Iteration 19Q: 3 clusters Score -602594.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -602608.812500 Penalty: 4226.705566
	Iteration 20F: 3 clusters Score -602608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -602623.937500 Penalty: 4226.705566
	Iteration 21Q: 3 clusters Score -602623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -602633.875000 Penalty: 4226.705566
	Iteration 22Q: 3 clusters Score -602633.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -602643.125000 Penalty: 4226.705566
	Iteration 23Q: 3 clusters Score -602643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -602654.500000 Penalty: 4226.705566
	Iteration 24Q: 3 clusters Score -602654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -602661.375000 Penalty: 4226.705566
	Iteration 25Q: 3 clusters Score -602661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -602664.312500 Penalty: 4226.705566
	Iteration 26Q: 3 clusters Score -602664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -602664.437500 Penalty: 4226.705566
	Iteration 27Q: 3 clusters Score -602664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -602666.875000 Penalty: 4226.705566
	Iteration 28Q: 3 clusters Score -602666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -602668.500000 Penalty: 4226.705566
	Iteration 29Q: 3 clusters Score -602668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -602669.250000 Penalty: 4226.705566
	Iteration 30Q: 3 clusters Score -602669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -602669.250000 Penalty: 4226.705566
	Iteration 31F: 3 clusters Score -602669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Entering Unmasked Estep 
Score: -14636533.000000 Penalty: 2894.070312
	Iteration 0F: 2 clusters Score -1.463653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -14558437.000000 Penalty: 5788.140625
	Iteration 0F: 3 clusters Score -1.455844e+07 nChanged 55448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -14590012.000000 Penalty: 5788.140625
	Iteration 1F: 3 clusters Score -1.459001e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -14590637.000000 Penalty: 5788.140625
	Iteration 2Q: 3 clusters Score -1.459064e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -14591468.000000 Penalty: 5788.140625
	Iteration 3Q: 3 clusters Score -1.459147e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -14592401.000000 Penalty: 5788.140625
	Iteration 4Q: 3 clusters Score -1.45924e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -14593782.000000 Penalty: 5788.140625
	Iteration 5Q: 3 clusters Score -1.459378e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -14596320.000000 Penalty: 5788.140625
	Iteration 6Q: 3 clusters Score -1.459632e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -14601148.000000 Penalty: 5788.140625
	Iteration 7F: 3 clusters Score -1.460115e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -14609336.000000 Penalty: 5788.140625
	Iteration 8F: 3 clusters Score -1.460934e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -14619398.000000 Penalty: 5788.140625
	Iteration 9F: 3 clusters Score -1.46194e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -14627667.000000 Penalty: 5788.140625
	Iteration 10F: 3 clusters Score -1.462767e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -14631788.000000 Penalty: 5788.140625
	Iteration 11Q: 3 clusters Score -1.463179e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14633122.000000 Penalty: 5788.140625
	Iteration 12Q: 3 clusters Score -1.463312e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14633670.000000 Penalty: 5788.140625
	Iteration 13Q: 3 clusters Score -1.463367e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14633896.000000 Penalty: 5788.140625
	Iteration 14Q: 3 clusters Score -1.46339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14634006.000000 Penalty: 5788.140625
	Iteration 15Q: 3 clusters Score -1.463401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116519 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14634068.000000 Penalty: 5788.140625
	Iteration 16Q: 3 clusters Score -1.463407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14634092.000000 Penalty: 5788.140625
	Iteration 17Q: 3 clusters Score -1.463409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14634127.000000 Penalty: 5788.140625
	Iteration 18Q: 3 clusters Score -1.463413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14634156.000000 Penalty: 5788.140625
	Iteration 19Q: 3 clusters Score -1.463416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14634175.000000 Penalty: 5788.140625
	Iteration 20F: 3 clusters Score -1.463418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14634190.000000 Penalty: 5788.140625
	Iteration 21Q: 3 clusters Score -1.463419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14634195.000000 Penalty: 5788.140625
	Iteration 22Q: 3 clusters Score -1.46342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116542 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14634198.000000 Penalty: 5788.140625
	Iteration 23Q: 3 clusters Score -1.46342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14634210.000000 Penalty: 5788.140625
	Iteration 24Q: 3 clusters Score -1.463421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14634220.000000 Penalty: 5788.140625
	Iteration 25Q: 3 clusters Score -1.463422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14634224.000000 Penalty: 5788.140625
	Iteration 26Q: 3 clusters Score -1.463422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14634224.000000 Penalty: 5788.140625
	Iteration 27Q: 3 clusters Score -1.463422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14634233.000000 Penalty: 5788.140625
	Iteration 28Q: 3 clusters Score -1.463423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14634224.000000 Penalty: 5788.140625
	Iteration 29Q: 3 clusters Score -1.463422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14634231.000000 Penalty: 5788.140625
	Iteration 30Q: 3 clusters Score -1.463423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14634230.000000 Penalty: 5788.140625
	Iteration 31Q: 3 clusters Score -1.463423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14634229.000000 Penalty: 5788.140625
	Iteration 32Q: 3 clusters Score -1.463423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14634229.000000 Penalty: 5788.140625
	Iteration 33F: 3 clusters Score -1.463423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Entering Unmasked Estep 
Score: -3489921.750000 Penalty: 2542.406982
	Iteration 0F: 2 clusters Score -3489922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3470349.000000 Penalty: 5084.813965
	Iteration 0F: 3 clusters Score -3470349 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3477362.000000 Penalty: 5084.813965
	Iteration 1F: 3 clusters Score -3477362 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3477879.250000 Penalty: 5084.813965
	Iteration 2Q: 3 clusters Score -3477879 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3478378.750000 Penalty: 5084.813965
	Iteration 3Q: 3 clusters Score -3478379 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3478952.500000 Penalty: 5084.813965
	Iteration 4Q: 3 clusters Score -3478952 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3479567.250000 Penalty: 5084.813965
	Iteration 5Q: 3 clusters Score -3479567 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3480359.750000 Penalty: 5084.813965
	Iteration 6F: 3 clusters Score -3480360 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3481403.000000 Penalty: 5084.813965
	Iteration 7F: 3 clusters Score -3481403 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3482676.500000 Penalty: 5084.813965
	Iteration 8F: 3 clusters Score -3482676 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3484133.250000 Penalty: 5084.813965
	Iteration 9F: 3 clusters Score -3484133 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3485474.750000 Penalty: 5084.813965
	Iteration 10F: 3 clusters Score -3485475 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3486457.250000 Penalty: 5084.813965
	Iteration 11Q: 3 clusters Score -3486457 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3487014.500000 Penalty: 5084.813965
	Iteration 12Q: 3 clusters Score -3487014 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3487334.500000 Penalty: 5084.813965
	Iteration 13Q: 3 clusters Score -3487334 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3487532.000000 Penalty: 5084.813965
	Iteration 14Q: 3 clusters Score -3487532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3487643.250000 Penalty: 5084.813965
	Iteration 15Q: 3 clusters Score -3487643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3487746.250000 Penalty: 5084.813965
	Iteration 16Q: 3 clusters Score -3487746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3487838.750000 Penalty: 5084.813965
	Iteration 17Q: 3 clusters Score -3487839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3487914.250000 Penalty: 5084.813965
	Iteration 18Q: 3 clusters Score -3487914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3487973.750000 Penalty: 5084.813965
	Iteration 19Q: 3 clusters Score -3487974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3488018.250000 Penalty: 5084.813965
	Iteration 20F: 3 clusters Score -3488018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3488048.500000 Penalty: 5084.813965
	Iteration 21Q: 3 clusters Score -3488048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3488062.000000 Penalty: 5084.813965
	Iteration 22Q: 3 clusters Score -3488062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3488080.750000 Penalty: 5084.813965
	Iteration 23Q: 3 clusters Score -3488081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3488090.000000 Penalty: 5084.813965
	Iteration 24Q: 3 clusters Score -3488090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3488104.750000 Penalty: 5084.813965
	Iteration 25Q: 3 clusters Score -3488105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3488120.750000 Penalty: 5084.813965
	Iteration 26Q: 3 clusters Score -3488121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3488138.750000 Penalty: 5084.813965
	Iteration 27Q: 3 clusters Score -3488139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3488150.000000 Penalty: 5084.813965
	Iteration 28Q: 3 clusters Score -3488150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3488156.500000 Penalty: 5084.813965
	Iteration 29Q: 3 clusters Score -3488156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3488170.000000 Penalty: 5084.813965
	Iteration 30Q: 3 clusters Score -3488170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3488178.000000 Penalty: 5084.813965
	Iteration 31Q: 3 clusters Score -3488178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3488182.750000 Penalty: 5084.813965
	Iteration 32Q: 3 clusters Score -3488183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3488194.000000 Penalty: 5084.813965
	Iteration 33Q: 3 clusters Score -3488194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3488192.250000 Penalty: 5084.813965
	Iteration 34Q: 3 clusters Score -3488192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3488194.500000 Penalty: 5084.813965
	Iteration 35Q: 3 clusters Score -3488194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3488204.250000 Penalty: 5084.813965
	Iteration 36Q: 3 clusters Score -3488204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3488210.750000 Penalty: 5084.813965
	Iteration 37Q: 3 clusters Score -3488211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3488209.000000 Penalty: 5084.813965
	Iteration 38Q: 3 clusters Score -3488209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3488209.000000 Penalty: 5084.813965
	Iteration 39Q: 3 clusters Score -3488209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3488210.750000 Penalty: 5084.813965
	Iteration 40F: 3 clusters Score -3488211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3488214.000000 Penalty: 5084.813965
	Iteration 41Q: 3 clusters Score -3488214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3488219.000000 Penalty: 5084.813965
	Iteration 42Q: 3 clusters Score -3488219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3488219.500000 Penalty: 5084.813965
	Iteration 43Q: 3 clusters Score -3488220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3488220.750000 Penalty: 5084.813965
	Iteration 44Q: 3 clusters Score -3488221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3488220.750000 Penalty: 5084.813965
	Iteration 45F: 3 clusters Score -3488221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -61715.382812 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -61715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60109.179688 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -60109.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60344.019531 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -60344.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60419.523438 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -60419.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60454.632812 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -60454.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60496.519531 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -60496.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60520.746094 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -60520.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60552.472656 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -60552.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60588.976562 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -60588.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60635.007812 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -60635.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60689.031250 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -60689.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60759.796875 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -60759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60826.675781 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -60826.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60905.183594 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -60905.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60999.898438 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -60999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61127.425781 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -61127.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61306.808594 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -61306.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61390.671875 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -61390.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61423.167969 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -61423.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61441.597656 Penalty: 3157.769287
	Iteration 18Q: 3 clusters Score -61441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61446.882812 Penalty: 3157.769287
	Iteration 19Q: 3 clusters Score -61446.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61449.726562 Penalty: 3157.769287
	Iteration 20F: 3 clusters Score -61449.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61464.476562 Penalty: 3157.769287
	Iteration 21Q: 3 clusters Score -61464.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61468.691406 Penalty: 3157.769287
	Iteration 22Q: 3 clusters Score -61468.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61470.574219 Penalty: 3157.769287
	Iteration 23Q: 3 clusters Score -61470.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61470.574219 Penalty: 3157.769287
	Iteration 24F: 3 clusters Score -61470.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Entering Unmasked Estep 
Score: -4978345.500000 Penalty: 2628.609375
	Iteration 0F: 2 clusters Score -4978346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4951193.500000 Penalty: 5257.218750
	Iteration 0F: 3 clusters Score -4951194 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4961393.000000 Penalty: 5257.218750
	Iteration 1F: 3 clusters Score -4961393 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4961863.500000 Penalty: 5257.218750
	Iteration 2Q: 3 clusters Score -4961864 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4962347.500000 Penalty: 5257.218750
	Iteration 3Q: 3 clusters Score -4962348 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4962876.500000 Penalty: 5257.218750
	Iteration 4Q: 3 clusters Score -4962876 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4963496.500000 Penalty: 5257.218750
	Iteration 5Q: 3 clusters Score -4963496 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4964181.000000 Penalty: 5257.218750
	Iteration 6Q: 3 clusters Score -4964181 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4965110.500000 Penalty: 5257.218750
	Iteration 7Q: 3 clusters Score -4965110 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4966309.500000 Penalty: 5257.218750
	Iteration 8F: 3 clusters Score -4966310 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4967854.000000 Penalty: 5257.218750
	Iteration 9F: 3 clusters Score -4967854 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4969673.000000 Penalty: 5257.218750
	Iteration 10F: 3 clusters Score -4969673 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4971196.000000 Penalty: 5257.218750
	Iteration 11F: 3 clusters Score -4971196 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4972349.000000 Penalty: 5257.218750
	Iteration 12Q: 3 clusters Score -4972349 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4973236.000000 Penalty: 5257.218750
	Iteration 13Q: 3 clusters Score -4973236 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4973950.500000 Penalty: 5257.218750
	Iteration 14Q: 3 clusters Score -4973950 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4974445.000000 Penalty: 5257.218750
	Iteration 15Q: 3 clusters Score -4974445 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4974837.500000 Penalty: 5257.218750
	Iteration 16Q: 3 clusters Score -4974838 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4975163.000000 Penalty: 5257.218750
	Iteration 17Q: 3 clusters Score -4975163 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4975424.000000 Penalty: 5257.218750
	Iteration 18Q: 3 clusters Score -4975424 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4975644.000000 Penalty: 5257.218750
	Iteration 19Q: 3 clusters Score -4975644 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4975826.000000 Penalty: 5257.218750
	Iteration 20F: 3 clusters Score -4975826 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4975957.000000 Penalty: 5257.218750
	Iteration 21Q: 3 clusters Score -4975957 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4976041.500000 Penalty: 5257.218750
	Iteration 22Q: 3 clusters Score -4976042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4976113.000000 Penalty: 5257.218750
	Iteration 23Q: 3 clusters Score -4976113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4976153.000000 Penalty: 5257.218750
	Iteration 24Q: 3 clusters Score -4976153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4976232.500000 Penalty: 5257.218750
	Iteration 25Q: 3 clusters Score -4976232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4976251.500000 Penalty: 5257.218750
	Iteration 26Q: 3 clusters Score -4976252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4976268.500000 Penalty: 5257.218750
	Iteration 27Q: 3 clusters Score -4976268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4976270.000000 Penalty: 5257.218750
	Iteration 28Q: 3 clusters Score -4976270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4976284.500000 Penalty: 5257.218750
	Iteration 29Q: 3 clusters Score -4976284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4976293.500000 Penalty: 5257.218750
	Iteration 30Q: 3 clusters Score -4976294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4976295.500000 Penalty: 5257.218750
	Iteration 31Q: 3 clusters Score -4976296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4976295.500000 Penalty: 5257.218750
	Iteration 32Q: 3 clusters Score -4976296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4976309.000000 Penalty: 5257.218750
	Iteration 33Q: 3 clusters Score -4976309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4976307.000000 Penalty: 5257.218750
	Iteration 34Q: 3 clusters Score -4976307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4976313.000000 Penalty: 5257.218750
	Iteration 35Q: 3 clusters Score -4976313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4976319.500000 Penalty: 5257.218750
	Iteration 36Q: 3 clusters Score -4976320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4976321.500000 Penalty: 5257.218750
	Iteration 37Q: 3 clusters Score -4976322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4976327.000000 Penalty: 5257.218750
	Iteration 38Q: 3 clusters Score -4976327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4976327.000000 Penalty: 5257.218750
	Iteration 39F: 3 clusters Score -4976327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -796668.125000 Penalty: 2178.775879
	Iteration 0F: 2 clusters Score -796668.1 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 3220 members 
Entering Unmasked Estep 
Score: -791173.562500 Penalty: 4357.551758
	Iteration 0F: 3 clusters Score -791173.6 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -792561.312500 Penalty: 4357.551758
	Iteration 1F: 3 clusters Score -792561.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -792835.062500 Penalty: 4357.551758
	Iteration 2F: 3 clusters Score -792835.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -793109.250000 Penalty: 4357.551758
	Iteration 3F: 3 clusters Score -793109.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -793449.437500 Penalty: 4357.551758
	Iteration 4F: 3 clusters Score -793449.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -793897.875000 Penalty: 4357.551758
	Iteration 5F: 3 clusters Score -793897.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -794474.562500 Penalty: 4357.551758
	Iteration 6F: 3 clusters Score -794474.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -795049.687500 Penalty: 4357.551758
	Iteration 7F: 3 clusters Score -795049.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -795399.687500 Penalty: 4357.551758
	Iteration 8F: 3 clusters Score -795399.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -795571.562500 Penalty: 4357.551758
	Iteration 9Q: 3 clusters Score -795571.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -795661.250000 Penalty: 4357.551758
	Iteration 10Q: 3 clusters Score -795661.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -795705.562500 Penalty: 4357.551758
	Iteration 11Q: 3 clusters Score -795705.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -795730.000000 Penalty: 4357.551758
	Iteration 12Q: 3 clusters Score -795730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -795746.937500 Penalty: 4357.551758
	Iteration 13Q: 3 clusters Score -795746.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -795760.812500 Penalty: 4357.551758
	Iteration 14Q: 3 clusters Score -795760.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -795774.000000 Penalty: 4357.551758
	Iteration 15Q: 3 clusters Score -795774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -795780.937500 Penalty: 4357.551758
	Iteration 16Q: 3 clusters Score -795780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -795785.062500 Penalty: 4357.551758
	Iteration 17Q: 3 clusters Score -795785.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -795791.437500 Penalty: 4357.551758
	Iteration 18Q: 3 clusters Score -795791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -795794.062500 Penalty: 4357.551758
	Iteration 19Q: 3 clusters Score -795794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -795797.000000 Penalty: 4357.551758
	Iteration 20F: 3 clusters Score -795797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -795799.812500 Penalty: 4357.551758
	Iteration 21Q: 3 clusters Score -795799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -795798.562500 Penalty: 4357.551758
	Iteration 22Q: 3 clusters Score -795798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -795801.187500 Penalty: 4357.551758
	Iteration 23Q: 3 clusters Score -795801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -795799.937500 Penalty: 4357.551758
	Iteration 24Q: 3 clusters Score -795799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -795800.500000 Penalty: 4357.551758
	Iteration 25Q: 3 clusters Score -795800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -795800.500000 Penalty: 4357.551758
	Iteration 26F: 3 clusters Score -795800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1771464.125000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1771464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1761039.250000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1761039 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1764351.125000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1764351 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1764785.625000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1764786 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1765165.750000 Penalty: 4752.282227
	Iteration 3F: 3 clusters Score -1765166 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1765525.250000 Penalty: 4752.282227
	Iteration 4Q: 3 clusters Score -1765525 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1765896.500000 Penalty: 4752.282227
	Iteration 5Q: 3 clusters Score -1765896 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1766274.625000 Penalty: 4752.282227
	Iteration 6Q: 3 clusters Score -1766275 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1766674.375000 Penalty: 4752.282227
	Iteration 7Q: 3 clusters Score -1766674 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1767126.000000 Penalty: 4752.282227
	Iteration 8Q: 3 clusters Score -1767126 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1767583.000000 Penalty: 4752.282227
	Iteration 9F: 3 clusters Score -1767583 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1768022.750000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1768023 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1768419.500000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1768420 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1768709.375000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1768709 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1768889.125000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1768889 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1769048.875000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1769049 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1769175.375000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1769175 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1769290.125000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1769290 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1769387.000000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1769387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1769470.625000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1769471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1769530.750000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1769531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1769578.500000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1769578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1769614.500000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1769614 nChanged 45
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: -1769637.375000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1769637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1769658.625000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1769659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1769678.875000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1769679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1769704.625000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1769705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1769724.750000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1769725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1769740.250000 Penalty: 4752.282227
	Iteration 27Q: 3 clusters Score -1769740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1769764.500000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1769764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1769779.875000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1769780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1769791.625000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1769792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1769797.250000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1769797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1769807.125000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1769807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1769812.125000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1769812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1769818.625000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1769819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1769821.125000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1769821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1769818.750000 Penalty: 4752.282227
	Iteration 36Q: 3 clusters Score -1769819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1769818.750000 Penalty: 4752.282227
	Iteration 37F: 3 clusters Score -1769819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Entering Unmasked Estep 
Score: -4522079.500000 Penalty: 2605.806396
	Iteration 0F: 2 clusters Score -4522080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4497023.000000 Penalty: 5211.612793
	Iteration 0F: 3 clusters Score -4497023 nChanged 16649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4506392.000000 Penalty: 5211.612793
	Iteration 1F: 3 clusters Score -4506392 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4507009.500000 Penalty: 5211.612793
	Iteration 2Q: 3 clusters Score -4507010 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4507620.500000 Penalty: 5211.612793
	Iteration 3Q: 3 clusters Score -4507620 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4508274.500000 Penalty: 5211.612793
	Iteration 4Q: 3 clusters Score -4508274 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4508977.500000 Penalty: 5211.612793
	Iteration 5Q: 3 clusters Score -4508978 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4509762.500000 Penalty: 5211.612793
	Iteration 6Q: 3 clusters Score -4509762 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4510671.000000 Penalty: 5211.612793
	Iteration 7Q: 3 clusters Score -4510671 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4511718.500000 Penalty: 5211.612793
	Iteration 8Q: 3 clusters Score -4511718 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4512881.000000 Penalty: 5211.612793
	Iteration 9F: 3 clusters Score -4512881 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4514147.500000 Penalty: 5211.612793
	Iteration 10F: 3 clusters Score -4514148 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4515205.000000 Penalty: 5211.612793
	Iteration 11Q: 3 clusters Score -4515205 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4515962.500000 Penalty: 5211.612793
	Iteration 12Q: 3 clusters Score -4515962 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4516567.500000 Penalty: 5211.612793
	Iteration 13Q: 3 clusters Score -4516568 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4516931.000000 Penalty: 5211.612793
	Iteration 14Q: 3 clusters Score -4516931 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4517222.500000 Penalty: 5211.612793
	Iteration 15Q: 3 clusters Score -4517222 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -4517488.500000 Penalty: 5211.612793
	Iteration 16Q: 3 clusters Score -4517488 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4517712.500000 Penalty: 5211.612793
	Iteration 17Q: 3 clusters Score -4517712 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4517945.000000 Penalty: 5211.612793
	Iteration 18Q: 3 clusters Score -4517945 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4518178.000000 Penalty: 5211.612793
	Iteration 19Q: 3 clusters Score -4518178 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4518369.000000 Penalty: 5211.612793
	Iteration 20F: 3 clusters Score -4518369 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4518572.500000 Penalty: 5211.612793
	Iteration 21Q: 3 clusters Score -4518572 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4518739.000000 Penalty: 5211.612793
	Iteration 22Q: 3 clusters Score -4518739 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4518893.500000 Penalty: 5211.612793
	Iteration 23Q: 3 clusters Score -4518894 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4519017.500000 Penalty: 5211.612793
	Iteration 24Q: 3 clusters Score -4519018 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4519133.500000 Penalty: 5211.612793
	Iteration 25Q: 3 clusters Score -4519134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4519239.000000 Penalty: 5211.612793
	Iteration 26Q: 3 clusters Score -4519239 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4519322.000000 Penalty: 5211.612793
	Iteration 27Q: 3 clusters Score -4519322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4519394.500000 Penalty: 5211.612793
	Iteration 28Q: 3 clusters Score -4519394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4519455.000000 Penalty: 5211.612793
	Iteration 29Q: 3 clusters Score -4519455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4519515.000000 Penalty: 5211.612793
	Iteration 30Q: 3 clusters Score -4519515 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4519526.000000 Penalty: 5211.612793
	Iteration 31Q: 3 clusters Score -4519526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4519543.500000 Penalty: 5211.612793
	Iteration 32Q: 3 clusters Score -4519544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4519568.000000 Penalty: 5211.612793
	Iteration 33Q: 3 clusters Score -4519568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4519581.500000 Penalty: 5211.612793
	Iteration 34Q: 3 clusters Score -4519582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4519591.000000 Penalty: 5211.612793
	Iteration 35Q: 3 clusters Score -4519591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4519605.500000 Penalty: 5211.612793
	Iteration 36Q: 3 clusters Score -4519606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4519599.000000 Penalty: 5211.612793
	Iteration 37Q: 3 clusters Score -4519599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4519614.500000 Penalty: 5211.612793
	Iteration 38Q: 3 clusters Score -4519614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4519619.000000 Penalty: 5211.612793
	Iteration 39Q: 3 clusters Score -4519619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4519621.000000 Penalty: 5211.612793
	Iteration 40F: 3 clusters Score -4519621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4519621.500000 Penalty: 5211.612793
	Iteration 41Q: 3 clusters Score -4519622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4519626.000000 Penalty: 5211.612793
	Iteration 42Q: 3 clusters Score -4519626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4519634.000000 Penalty: 5211.612793
	Iteration 43Q: 3 clusters Score -4519634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4519654.000000 Penalty: 5211.612793
	Iteration 44Q: 3 clusters Score -4519654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4519661.000000 Penalty: 5211.612793
	Iteration 45Q: 3 clusters Score -4519661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4519678.500000 Penalty: 5211.612793
	Iteration 46Q: 3 clusters Score -4519678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4519693.000000 Penalty: 5211.612793
	Iteration 47Q: 3 clusters Score -4519693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4519705.000000 Penalty: 5211.612793
	Iteration 48Q: 3 clusters Score -4519705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4519726.000000 Penalty: 5211.612793
	Iteration 49Q: 3 clusters Score -4519726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4519727.500000 Penalty: 5211.612793
	Iteration 50Q: 3 clusters Score -4519728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4519757.000000 Penalty: 5211.612793
	Iteration 51Q: 3 clusters Score -4519757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4519789.000000 Penalty: 5211.612793
	Iteration 52Q: 3 clusters Score -4519789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4519823.000000 Penalty: 5211.612793
	Iteration 53Q: 3 clusters Score -4519823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4519854.000000 Penalty: 5211.612793
	Iteration 54Q: 3 clusters Score -4519854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4519885.500000 Penalty: 5211.612793
	Iteration 55Q: 3 clusters Score -4519886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4519923.000000 Penalty: 5211.612793
	Iteration 56Q: 3 clusters Score -4519923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4519952.500000 Penalty: 5211.612793
	Iteration 57Q: 3 clusters Score -4519952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4519959.500000 Penalty: 5211.612793
	Iteration 58Q: 3 clusters Score -4519960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4519969.500000 Penalty: 5211.612793
	Iteration 59Q: 3 clusters Score -4519970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4519990.000000 Penalty: 5211.612793
	Iteration 60F: 3 clusters Score -4519990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4520000.000000 Penalty: 5211.612793
	Iteration 61Q: 3 clusters Score -4520000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4520017.000000 Penalty: 5211.612793
	Iteration 62Q: 3 clusters Score -4520017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4520021.500000 Penalty: 5211.612793
	Iteration 63Q: 3 clusters Score -4520022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4520025.000000 Penalty: 5211.612793
	Iteration 64Q: 3 clusters Score -4520025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4520037.000000 Penalty: 5211.612793
	Iteration 65Q: 3 clusters Score -4520037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4520047.500000 Penalty: 5211.612793
	Iteration 66Q: 3 clusters Score -4520048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4520049.000000 Penalty: 5211.612793
	Iteration 67Q: 3 clusters Score -4520049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4520062.500000 Penalty: 5211.612793
	Iteration 68Q: 3 clusters Score -4520062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4520062.500000 Penalty: 5211.612793
	Iteration 69Q: 3 clusters Score -4520062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4520057.500000 Penalty: 5211.612793
	Iteration 70Q: 3 clusters Score -4520058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4520058.000000 Penalty: 5211.612793
	Iteration 71Q: 3 clusters Score -4520058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4520070.000000 Penalty: 5211.612793
	Iteration 72Q: 3 clusters Score -4520070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4520073.500000 Penalty: 5211.612793
	Iteration 73Q: 3 clusters Score -4520074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4520062.000000 Penalty: 5211.612793
	Iteration 74Q: 3 clusters Score -4520062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4520063.500000 Penalty: 5211.612793
	Iteration 75Q: 3 clusters Score -4520064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4520064.500000 Penalty: 5211.612793
	Iteration 76Q: 3 clusters Score -4520064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4520066.000000 Penalty: 5211.612793
	Iteration 77Q: 3 clusters Score -4520066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4520068.500000 Penalty: 5211.612793
	Iteration 78Q: 3 clusters Score -4520068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4520067.500000 Penalty: 5211.612793
	Iteration 79Q: 3 clusters Score -4520068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4520066.500000 Penalty: 5211.612793
	Iteration 80F: 3 clusters Score -4520066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4520066.000000 Penalty: 5211.612793
	Iteration 81Q: 3 clusters Score -4520066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4520066.000000 Penalty: 5211.612793
	Iteration 82F: 3 clusters Score -4520066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -1053604.250000 Penalty: 2235.552734
	Iteration 0F: 2 clusters Score -1053604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1047018.187500 Penalty: 4471.105469
	Iteration 0F: 3 clusters Score -1047018 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1048957.000000 Penalty: 4471.105469
	Iteration 1F: 3 clusters Score -1048957 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049191.500000 Penalty: 4471.105469
	Iteration 2F: 3 clusters Score -1049192 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049320.625000 Penalty: 4471.105469
	Iteration 3Q: 3 clusters Score -1049321 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1049397.750000 Penalty: 4471.105469
	Iteration 4Q: 3 clusters Score -1049398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1049448.250000 Penalty: 4471.105469
	Iteration 5Q: 3 clusters Score -1049448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1049483.000000 Penalty: 4471.105469
	Iteration 6Q: 3 clusters Score -1049483 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1049507.625000 Penalty: 4471.105469
	Iteration 7Q: 3 clusters Score -1049508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1049518.125000 Penalty: 4471.105469
	Iteration 8Q: 3 clusters Score -1049518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1049537.625000 Penalty: 4471.105469
	Iteration 9Q: 3 clusters Score -1049538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1049554.875000 Penalty: 4471.105469
	Iteration 10Q: 3 clusters Score -1049555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1049566.250000 Penalty: 4471.105469
	Iteration 11Q: 3 clusters Score -1049566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1049577.750000 Penalty: 4471.105469
	Iteration 12Q: 3 clusters Score -1049578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1049587.250000 Penalty: 4471.105469
	Iteration 13Q: 3 clusters Score -1049587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1049596.000000 Penalty: 4471.105469
	Iteration 14Q: 3 clusters Score -1049596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1049603.000000 Penalty: 4471.105469
	Iteration 15Q: 3 clusters Score -1049603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1049615.125000 Penalty: 4471.105469
	Iteration 16Q: 3 clusters Score -1049615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1049627.375000 Penalty: 4471.105469
	Iteration 17Q: 3 clusters Score -1049627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1049636.375000 Penalty: 4471.105469
	Iteration 18Q: 3 clusters Score -1049636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1049645.750000 Penalty: 4471.105469
	Iteration 19Q: 3 clusters Score -1049646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1049659.250000 Penalty: 4471.105469
	Iteration 20F: 3 clusters Score -1049659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1049668.125000 Penalty: 4471.105469
	Iteration 21Q: 3 clusters Score -1049668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1049680.875000 Penalty: 4471.105469
	Iteration 22Q: 3 clusters Score -1049681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1049696.250000 Penalty: 4471.105469
	Iteration 23Q: 3 clusters Score -1049696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1049710.125000 Penalty: 4471.105469
	Iteration 24Q: 3 clusters Score -1049710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1049725.625000 Penalty: 4471.105469
	Iteration 25Q: 3 clusters Score -1049726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1049745.375000 Penalty: 4471.105469
	Iteration 26Q: 3 clusters Score -1049745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1049770.250000 Penalty: 4471.105469
	Iteration 27Q: 3 clusters Score -1049770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1049809.125000 Penalty: 4471.105469
	Iteration 28Q: 3 clusters Score -1049809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1049859.375000 Penalty: 4471.105469
	Iteration 29Q: 3 clusters Score -1049859 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1049925.000000 Penalty: 4471.105469
	Iteration 30Q: 3 clusters Score -1049925 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1050009.500000 Penalty: 4471.105469
	Iteration 31Q: 3 clusters Score -1050010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1050122.875000 Penalty: 4471.105469
	Iteration 32Q: 3 clusters Score -1050123 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1050241.000000 Penalty: 4471.105469
	Iteration 33Q: 3 clusters Score -1050241 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1050374.625000 Penalty: 4471.105469
	Iteration 34Q: 3 clusters Score -1050375 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1050525.375000 Penalty: 4471.105469
	Iteration 35Q: 3 clusters Score -1050525 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1050700.750000 Penalty: 4471.105469
	Iteration 36Q: 3 clusters Score -1050701 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1050868.750000 Penalty: 4471.105469
	Iteration 37Q: 3 clusters Score -1050869 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1051037.000000 Penalty: 4471.105469
	Iteration 38Q: 3 clusters Score -1051037 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1051180.250000 Penalty: 4471.105469
	Iteration 39Q: 3 clusters Score -1051180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1051299.125000 Penalty: 4471.105469
	Iteration 40F: 3 clusters Score -1051299 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1051382.125000 Penalty: 4471.105469
	Iteration 41Q: 3 clusters Score -1051382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1051458.375000 Penalty: 4471.105469
	Iteration 42Q: 3 clusters Score -1051458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1051505.875000 Penalty: 4471.105469
	Iteration 43Q: 3 clusters Score -1051506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1051538.500000 Penalty: 4471.105469
	Iteration 44Q: 3 clusters Score -1051538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1051560.750000 Penalty: 4471.105469
	Iteration 45Q: 3 clusters Score -1051561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1051572.625000 Penalty: 4471.105469
	Iteration 46Q: 3 clusters Score -1051573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1051580.375000 Penalty: 4471.105469
	Iteration 47Q: 3 clusters Score -1051580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1051587.000000 Penalty: 4471.105469
	Iteration 48Q: 3 clusters Score -1051587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1051590.750000 Penalty: 4471.105469
	Iteration 49Q: 3 clusters Score -1051591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1051590.250000 Penalty: 4471.105469
	Iteration 50Q: 3 clusters Score -1051590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1051591.125000 Penalty: 4471.105469
	Iteration 51Q: 3 clusters Score -1051591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1051592.250000 Penalty: 4471.105469
	Iteration 52Q: 3 clusters Score -1051592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1051592.250000 Penalty: 4471.105469
	Iteration 53F: 3 clusters Score -1051592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -521831.062500 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -521831.1 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 2435 members 
Entering Unmasked Estep 
Score: -517427.031250 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -517427 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -518625.031250 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -518625 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -518951.562500 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -518951.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -519205.781250 Penalty: 4203.452637
	Iteration 3F: 3 clusters Score -519205.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -519457.968750 Penalty: 4203.452637
	Iteration 4F: 3 clusters Score -519458 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -519658.375000 Penalty: 4203.452637
	Iteration 5Q: 3 clusters Score -519658.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -519833.250000 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -519833.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -519955.906250 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -519955.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -520032.687500 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -520032.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -520105.343750 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -520105.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -520148.156250 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -520148.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -520177.375000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -520177.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -520193.875000 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -520193.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -520212.250000 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -520212.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -520226.812500 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -520226.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520244.406250 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -520244.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -520260.625000 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -520260.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -520275.093750 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -520275.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -520282.812500 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -520282.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -520292.218750 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -520292.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -520297.625000 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -520297.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -520301.187500 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -520301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -520305.750000 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -520305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -520307.093750 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -520307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -520308.843750 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -520308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -520310.031250 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -520310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -520313.781250 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -520313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -520320.500000 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -520320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -520326.125000 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -520326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -520329.125000 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -520329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -520331.500000 Penalty: 4203.452637
	Iteration 30Q: 3 clusters Score -520331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -520333.156250 Penalty: 4203.452637
	Iteration 31Q: 3 clusters Score -520333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -520334.937500 Penalty: 4203.452637
	Iteration 32Q: 3 clusters Score -520334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -520335.781250 Penalty: 4203.452637
	Iteration 33Q: 3 clusters Score -520335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -520336.625000 Penalty: 4203.452637
	Iteration 34Q: 3 clusters Score -520336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -520336.781250 Penalty: 4203.452637
	Iteration 35Q: 3 clusters Score -520336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -520336.343750 Penalty: 4203.452637
	Iteration 36Q: 3 clusters Score -520336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -520336.343750 Penalty: 4203.452637
	Iteration 37F: 3 clusters Score -520336.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -269590.000000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -269590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -266852.000000 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -266852 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267324.875000 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -267324.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267435.750000 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -267435.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267503.625000 Penalty: 3804.069580
	Iteration 3Q: 3 clusters Score -267503.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267545.625000 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -267545.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267575.000000 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -267575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267596.625000 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -267596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267605.156250 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -267605.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267613.687500 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -267613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -267620.062500 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -267620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267626.375000 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -267626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267630.281250 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -267630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267631.343750 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -267631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267631.625000 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -267631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -267633.718750 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -267633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -267635.125000 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -267635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267636.906250 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -267636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267637.406250 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -267637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267637.406250 Penalty: 3804.069580
	Iteration 18F: 3 clusters Score -267637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Entering Unmasked Estep 
Score: -3189635.250000 Penalty: 2514.999268
	Iteration 0F: 2 clusters Score -3189635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3172054.250000 Penalty: 5029.998535
	Iteration 0F: 3 clusters Score -3172054 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3178454.250000 Penalty: 5029.998535
	Iteration 1F: 3 clusters Score -3178454 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3178995.250000 Penalty: 5029.998535
	Iteration 2F: 3 clusters Score -3178995 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3179574.500000 Penalty: 5029.998535
	Iteration 3F: 3 clusters Score -3179574 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3180210.500000 Penalty: 5029.998535
	Iteration 4F: 3 clusters Score -3180210 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3180903.500000 Penalty: 5029.998535
	Iteration 5F: 3 clusters Score -3180904 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3181715.500000 Penalty: 5029.998535
	Iteration 6F: 3 clusters Score -3181716 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3182740.750000 Penalty: 5029.998535
	Iteration 7F: 3 clusters Score -3182741 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3183861.500000 Penalty: 5029.998535
	Iteration 8F: 3 clusters Score -3183862 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3184848.500000 Penalty: 5029.998535
	Iteration 9F: 3 clusters Score -3184848 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3185561.750000 Penalty: 5029.998535
	Iteration 10Q: 3 clusters Score -3185562 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3185974.250000 Penalty: 5029.998535
	Iteration 11Q: 3 clusters Score -3185974 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3186201.750000 Penalty: 5029.998535
	Iteration 12Q: 3 clusters Score -3186202 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3186351.500000 Penalty: 5029.998535
	Iteration 13Q: 3 clusters Score -3186352 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3186445.500000 Penalty: 5029.998535
	Iteration 14Q: 3 clusters Score -3186446 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3186528.000000 Penalty: 5029.998535
	Iteration 15Q: 3 clusters Score -3186528 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3186606.250000 Penalty: 5029.998535
	Iteration 16Q: 3 clusters Score -3186606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3186676.500000 Penalty: 5029.998535
	Iteration 17Q: 3 clusters Score -3186676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3186746.000000 Penalty: 5029.998535
	Iteration 18Q: 3 clusters Score -3186746 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3186813.750000 Penalty: 5029.998535
	Iteration 19Q: 3 clusters Score -3186814 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3186879.250000 Penalty: 5029.998535
	Iteration 20F: 3 clusters Score -3186879 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3186947.000000 Penalty: 5029.998535
	Iteration 21Q: 3 clusters Score -3186947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3186985.500000 Penalty: 5029.998535
	Iteration 22Q: 3 clusters Score -3186986 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3187025.500000 Penalty: 5029.998535
	Iteration 23Q: 3 clusters Score -3187026 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3187058.750000 Penalty: 5029.998535
	Iteration 24Q: 3 clusters Score -3187059 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3187074.500000 Penalty: 5029.998535
	Iteration 25Q: 3 clusters Score -3187074 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3187092.000000 Penalty: 5029.998535
	Iteration 26Q: 3 clusters Score -3187092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3187119.500000 Penalty: 5029.998535
	Iteration 27Q: 3 clusters Score -3187120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3187147.750000 Penalty: 5029.998535
	Iteration 28Q: 3 clusters Score -3187148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3187201.750000 Penalty: 5029.998535
	Iteration 29Q: 3 clusters Score -3187202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3187221.750000 Penalty: 5029.998535
	Iteration 30Q: 3 clusters Score -3187222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3187257.000000 Penalty: 5029.998535
	Iteration 31Q: 3 clusters Score -3187257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3187298.250000 Penalty: 5029.998535
	Iteration 32Q: 3 clusters Score -3187298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3187338.500000 Penalty: 5029.998535
	Iteration 33Q: 3 clusters Score -3187338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3187377.250000 Penalty: 5029.998535
	Iteration 34Q: 3 clusters Score -3187377 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3187406.750000 Penalty: 5029.998535
	Iteration 35Q: 3 clusters Score -3187407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3187443.000000 Penalty: 5029.998535
	Iteration 36Q: 3 clusters Score -3187443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3187470.250000 Penalty: 5029.998535
	Iteration 37Q: 3 clusters Score -3187470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3187498.500000 Penalty: 5029.998535
	Iteration 38Q: 3 clusters Score -3187498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3187512.750000 Penalty: 5029.998535
	Iteration 39Q: 3 clusters Score -3187513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3187547.000000 Penalty: 5029.998535
	Iteration 40F: 3 clusters Score -3187547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3187566.750000 Penalty: 5029.998535
	Iteration 41Q: 3 clusters Score -3187567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3187586.500000 Penalty: 5029.998535
	Iteration 42Q: 3 clusters Score -3187586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3187597.500000 Penalty: 5029.998535
	Iteration 43Q: 3 clusters Score -3187598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3187607.000000 Penalty: 5029.998535
	Iteration 44Q: 3 clusters Score -3187607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3187617.250000 Penalty: 5029.998535
	Iteration 45Q: 3 clusters Score -3187617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3187632.750000 Penalty: 5029.998535
	Iteration 46Q: 3 clusters Score -3187633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3187640.500000 Penalty: 5029.998535
	Iteration 47Q: 3 clusters Score -3187640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3187628.500000 Penalty: 5029.998535
	Iteration 48Q: 3 clusters Score -3187628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3187644.500000 Penalty: 5029.998535
	Iteration 49Q: 3 clusters Score -3187644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3187656.500000 Penalty: 5029.998535
	Iteration 50Q: 3 clusters Score -3187656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3187659.750000 Penalty: 5029.998535
	Iteration 51Q: 3 clusters Score -3187660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3187669.500000 Penalty: 5029.998535
	Iteration 52Q: 3 clusters Score -3187670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3187671.000000 Penalty: 5029.998535
	Iteration 53Q: 3 clusters Score -3187671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3187675.500000 Penalty: 5029.998535
	Iteration 54Q: 3 clusters Score -3187676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3187674.250000 Penalty: 5029.998535
	Iteration 55Q: 3 clusters Score -3187674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3187681.250000 Penalty: 5029.998535
	Iteration 56Q: 3 clusters Score -3187681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3187681.000000 Penalty: 5029.998535
	Iteration 57Q: 3 clusters Score -3187681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3187681.750000 Penalty: 5029.998535
	Iteration 58Q: 3 clusters Score -3187682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3187691.250000 Penalty: 5029.998535
	Iteration 59Q: 3 clusters Score -3187691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3187700.000000 Penalty: 5029.998535
	Iteration 60F: 3 clusters Score -3187700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3187709.500000 Penalty: 5029.998535
	Iteration 61Q: 3 clusters Score -3187710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3187721.000000 Penalty: 5029.998535
	Iteration 62Q: 3 clusters Score -3187721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3187734.000000 Penalty: 5029.998535
	Iteration 63Q: 3 clusters Score -3187734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3187741.000000 Penalty: 5029.998535
	Iteration 64Q: 3 clusters Score -3187741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3187749.000000 Penalty: 5029.998535
	Iteration 65Q: 3 clusters Score -3187749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3187757.500000 Penalty: 5029.998535
	Iteration 66Q: 3 clusters Score -3187758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3187760.500000 Penalty: 5029.998535
	Iteration 67Q: 3 clusters Score -3187760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -3187766.250000 Penalty: 5029.998535
	Iteration 68Q: 3 clusters Score -3187766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3187767.750000 Penalty: 5029.998535
	Iteration 69Q: 3 clusters Score -3187768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3187782.000000 Penalty: 5029.998535
	Iteration 70Q: 3 clusters Score -3187782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3187787.000000 Penalty: 5029.998535
	Iteration 71Q: 3 clusters Score -3187787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3187793.000000 Penalty: 5029.998535
	Iteration 72Q: 3 clusters Score -3187793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3187794.750000 Penalty: 5029.998535
	Iteration 73Q: 3 clusters Score -3187795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3187796.500000 Penalty: 5029.998535
	Iteration 74Q: 3 clusters Score -3187796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3187798.750000 Penalty: 5029.998535
	Iteration 75Q: 3 clusters Score -3187799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3187798.750000 Penalty: 5029.998535
	Iteration 76Q: 3 clusters Score -3187799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3187798.000000 Penalty: 5029.998535
	Iteration 77Q: 3 clusters Score -3187798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3187803.750000 Penalty: 5029.998535
	Iteration 78Q: 3 clusters Score -3187804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3187806.000000 Penalty: 5029.998535
	Iteration 79Q: 3 clusters Score -3187806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3187806.000000 Penalty: 5029.998535
	Iteration 80F: 3 clusters Score -3187806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3187806.000000 Penalty: 5029.998535
	Iteration 81Q: 3 clusters Score -3187806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3187800.750000 Penalty: 5029.998535
	Iteration 82Q: 3 clusters Score -3187801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3187801.500000 Penalty: 5029.998535
	Iteration 83Q: 3 clusters Score -3187802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3187799.000000 Penalty: 5029.998535
	Iteration 84Q: 3 clusters Score -3187799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3187803.500000 Penalty: 5029.998535
	Iteration 85Q: 3 clusters Score -3187804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3187805.500000 Penalty: 5029.998535
	Iteration 86Q: 3 clusters Score -3187806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3187802.500000 Penalty: 5029.998535
	Iteration 87Q: 3 clusters Score -3187802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3187799.000000 Penalty: 5029.998535
	Iteration 88Q: 3 clusters Score -3187799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3187799.000000 Penalty: 5029.998535
	Iteration 89F: 3 clusters Score -3187799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (322989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322989 members 
Entering Unmasked Estep 
Score: -40505268.000000 Penalty: 3145.972656
	Iteration 0F: 2 clusters Score -4.050527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -40300512.000000 Penalty: 6291.945312
	Iteration 0F: 3 clusters Score -4.030051e+07 nChanged 156665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -40393716.000000 Penalty: 6291.945312
	Iteration 1F: 3 clusters Score -4.039372e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 179131 members 
Entering Unmasked Estep 
Score: -40395888.000000 Penalty: 6291.945312
	Iteration 2Q: 3 clusters Score -4.039589e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133505 members 
Mstep: Class 2 contains 189484 members 
Entering Unmasked Estep 
Score: -40399760.000000 Penalty: 6291.945312
	Iteration 3Q: 3 clusters Score -4.039976e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 205036 members 
Entering Unmasked Estep 
Score: -40407536.000000 Penalty: 6291.945312
	Iteration 4F: 3 clusters Score -4.040754e+07 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 227240 members 
Entering Unmasked Estep 
Score: -40421604.000000 Penalty: 6291.945312
	Iteration 5F: 3 clusters Score -4.04216e+07 nChanged 28326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 255510 members 
Entering Unmasked Estep 
Score: -40444316.000000 Penalty: 6291.945312
	Iteration 6F: 3 clusters Score -4.044432e+07 nChanged 28602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 284102 members 
Entering Unmasked Estep 
Score: -40467440.000000 Penalty: 6291.945312
	Iteration 7F: 3 clusters Score -4.046744e+07 nChanged 20838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 304930 members 
Entering Unmasked Estep 
Score: -40485468.000000 Penalty: 6291.945312
	Iteration 8F: 3 clusters Score -4.048547e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 315880 members 
Entering Unmasked Estep 
Score: -40495444.000000 Penalty: 6291.945312
	Iteration 9Q: 3 clusters Score -4.049544e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 320364 members 
Entering Unmasked Estep 
Score: -40499604.000000 Penalty: 6291.945312
	Iteration 10Q: 3 clusters Score -4.04996e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 321936 members 
Entering Unmasked Estep 
Score: -40501336.000000 Penalty: 6291.945312
	Iteration 11Q: 3 clusters Score -4.050134e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 322407 members 
Entering Unmasked Estep 
Score: -40501840.000000 Penalty: 6291.945312
	Iteration 12Q: 3 clusters Score -4.050184e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 322546 members 
Entering Unmasked Estep 
Score: -40502108.000000 Penalty: 6291.945312
	Iteration 13Q: 3 clusters Score -4.050211e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 322610 members 
Entering Unmasked Estep 
Score: -40502196.000000 Penalty: 6291.945312
	Iteration 14Q: 3 clusters Score -4.05022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 322630 members 
Entering Unmasked Estep 
Score: -40502280.000000 Penalty: 6291.945312
	Iteration 15Q: 3 clusters Score -4.050228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322648 members 
Entering Unmasked Estep 
Score: -40502332.000000 Penalty: 6291.945312
	Iteration 16Q: 3 clusters Score -4.050233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322658 members 
Entering Unmasked Estep 
Score: -40502348.000000 Penalty: 6291.945312
	Iteration 17Q: 3 clusters Score -4.050235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 322665 members 
Entering Unmasked Estep 
Score: -40502352.000000 Penalty: 6291.945312
	Iteration 18Q: 3 clusters Score -4.050235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322668 members 
Entering Unmasked Estep 
Score: -40502380.000000 Penalty: 6291.945312
	Iteration 19Q: 3 clusters Score -4.050238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322671 members 
Entering Unmasked Estep 
Score: -40502376.000000 Penalty: 6291.945312
	Iteration 20F: 3 clusters Score -4.050238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 322674 members 
Entering Unmasked Estep 
Score: -40502372.000000 Penalty: 6291.945312
	Iteration 21Q: 3 clusters Score -4.050237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322676 members 
Entering Unmasked Estep 
Score: -40502376.000000 Penalty: 6291.945312
	Iteration 22Q: 3 clusters Score -4.050238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322676 members 
Entering Unmasked Estep 
Score: -40502404.000000 Penalty: 6291.945312
	Iteration 23Q: 3 clusters Score -4.05024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322676 members 
Entering Unmasked Estep 
Score: -40502404.000000 Penalty: 6291.945312
	Iteration 24F: 3 clusters Score -4.05024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -1102962.250000 Penalty: 2260.557373
	Iteration 0F: 2 clusters Score -1102962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1095814.250000 Penalty: 4521.114746
	Iteration 0F: 3 clusters Score -1095814 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1097848.375000 Penalty: 4521.114746
	Iteration 1F: 3 clusters Score -1097848 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1098144.375000 Penalty: 4521.114746
	Iteration 2F: 3 clusters Score -1098144 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1098349.375000 Penalty: 4521.114746
	Iteration 3F: 3 clusters Score -1098349 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1098519.125000 Penalty: 4521.114746
	Iteration 4Q: 3 clusters Score -1098519 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1098668.625000 Penalty: 4521.114746
	Iteration 5Q: 3 clusters Score -1098669 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1098808.000000 Penalty: 4521.114746
	Iteration 6Q: 3 clusters Score -1098808 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1098937.500000 Penalty: 4521.114746
	Iteration 7Q: 3 clusters Score -1098938 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1099062.000000 Penalty: 4521.114746
	Iteration 8Q: 3 clusters Score -1099062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1099216.875000 Penalty: 4521.114746
	Iteration 9Q: 3 clusters Score -1099217 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1099465.000000 Penalty: 4521.114746
	Iteration 10Q: 3 clusters Score -1099465 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1099887.125000 Penalty: 4521.114746
	Iteration 11Q: 3 clusters Score -1099887 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1100381.250000 Penalty: 4521.114746
	Iteration 12F: 3 clusters Score -1100381 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1100745.125000 Penalty: 4521.114746
	Iteration 13F: 3 clusters Score -1100745 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1101019.625000 Penalty: 4521.114746
	Iteration 14Q: 3 clusters Score -1101020 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1101236.625000 Penalty: 4521.114746
	Iteration 15Q: 3 clusters Score -1101237 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1101394.500000 Penalty: 4521.114746
	Iteration 16Q: 3 clusters Score -1101394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1101501.000000 Penalty: 4521.114746
	Iteration 17Q: 3 clusters Score -1101501 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1101591.250000 Penalty: 4521.114746
	Iteration 18Q: 3 clusters Score -1101591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1101666.875000 Penalty: 4521.114746
	Iteration 19Q: 3 clusters Score -1101667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1101731.625000 Penalty: 4521.114746
	Iteration 20F: 3 clusters Score -1101732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1101777.000000 Penalty: 4521.114746
	Iteration 21Q: 3 clusters Score -1101777 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1101817.250000 Penalty: 4521.114746
	Iteration 22Q: 3 clusters Score -1101817 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1101855.500000 Penalty: 4521.114746
	Iteration 23Q: 3 clusters Score -1101856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1101887.125000 Penalty: 4521.114746
	Iteration 24Q: 3 clusters Score -1101887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1101910.000000 Penalty: 4521.114746
	Iteration 25Q: 3 clusters Score -1101910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1101932.250000 Penalty: 4521.114746
	Iteration 26Q: 3 clusters Score -1101932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1101962.125000 Penalty: 4521.114746
	Iteration 27Q: 3 clusters Score -1101962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1101982.250000 Penalty: 4521.114746
	Iteration 28Q: 3 clusters Score -1101982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1102004.625000 Penalty: 4521.114746
	Iteration 29Q: 3 clusters Score -1102005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1102022.125000 Penalty: 4521.114746
	Iteration 30Q: 3 clusters Score -1102022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1102033.500000 Penalty: 4521.114746
	Iteration 31Q: 3 clusters Score -1102034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1102057.875000 Penalty: 4521.114746
	Iteration 32Q: 3 clusters Score -1102058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1102076.375000 Penalty: 4521.114746
	Iteration 33Q: 3 clusters Score -1102076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1102090.250000 Penalty: 4521.114746
	Iteration 34Q: 3 clusters Score -1102090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1102103.000000 Penalty: 4521.114746
	Iteration 35Q: 3 clusters Score -1102103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1102116.125000 Penalty: 4521.114746
	Iteration 36Q: 3 clusters Score -1102116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1102127.000000 Penalty: 4521.114746
	Iteration 37Q: 3 clusters Score -1102127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1102143.125000 Penalty: 4521.114746
	Iteration 38Q: 3 clusters Score -1102143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1102155.250000 Penalty: 4521.114746
	Iteration 39Q: 3 clusters Score -1102155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1102170.500000 Penalty: 4521.114746
	Iteration 40F: 3 clusters Score -1102170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1102186.625000 Penalty: 4521.114746
	Iteration 41Q: 3 clusters Score -1102187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1102202.875000 Penalty: 4521.114746
	Iteration 42Q: 3 clusters Score -1102203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1102215.625000 Penalty: 4521.114746
	Iteration 43Q: 3 clusters Score -1102216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1102238.000000 Penalty: 4521.114746
	Iteration 44Q: 3 clusters Score -1102238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1102254.375000 Penalty: 4521.114746
	Iteration 45Q: 3 clusters Score -1102254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1102278.625000 Penalty: 4521.114746
	Iteration 46Q: 3 clusters Score -1102279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1102299.625000 Penalty: 4521.114746
	Iteration 47Q: 3 clusters Score -1102300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1102322.750000 Penalty: 4521.114746
	Iteration 48Q: 3 clusters Score -1102323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1102341.375000 Penalty: 4521.114746
	Iteration 49Q: 3 clusters Score -1102341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1102352.875000 Penalty: 4521.114746
	Iteration 50Q: 3 clusters Score -1102353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1102360.625000 Penalty: 4521.114746
	Iteration 51Q: 3 clusters Score -1102361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1102364.750000 Penalty: 4521.114746
	Iteration 52Q: 3 clusters Score -1102365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1102363.625000 Penalty: 4521.114746
	Iteration 53Q: 3 clusters Score -1102364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1102366.625000 Penalty: 4521.114746
	Iteration 54Q: 3 clusters Score -1102367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1102368.375000 Penalty: 4521.114746
	Iteration 55Q: 3 clusters Score -1102368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1102369.125000 Penalty: 4521.114746
	Iteration 56Q: 3 clusters Score -1102369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1102369.250000 Penalty: 4521.114746
	Iteration 57Q: 3 clusters Score -1102369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1102370.750000 Penalty: 4521.114746
	Iteration 58Q: 3 clusters Score -1102371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1102371.750000 Penalty: 4521.114746
	Iteration 59Q: 3 clusters Score -1102372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1102371.750000 Penalty: 4521.114746
	Iteration 60F: 3 clusters Score -1102372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158271 members 
Entering Unmasked Estep 
Score: -19586908.000000 Penalty: 2969.071777
	Iteration 0F: 2 clusters Score -1.958691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -19480752.000000 Penalty: 5938.143555
	Iteration 0F: 3 clusters Score -1.948075e+07 nChanged 75848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -19524940.000000 Penalty: 5938.143555
	Iteration 1F: 3 clusters Score -1.952494e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -19526146.000000 Penalty: 5938.143555
	Iteration 2Q: 3 clusters Score -1.952615e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -19527682.000000 Penalty: 5938.143555
	Iteration 3Q: 3 clusters Score -1.952768e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -19529616.000000 Penalty: 5938.143555
	Iteration 4Q: 3 clusters Score -1.952962e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -19532586.000000 Penalty: 5938.143555
	Iteration 5Q: 3 clusters Score -1.953259e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -19536214.000000 Penalty: 5938.143555
	Iteration 6F: 3 clusters Score -1.953621e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -19540794.000000 Penalty: 5938.143555
	Iteration 7F: 3 clusters Score -1.954079e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -19545804.000000 Penalty: 5938.143555
	Iteration 8F: 3 clusters Score -1.95458e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -19550600.000000 Penalty: 5938.143555
	Iteration 9F: 3 clusters Score -1.95506e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -19555048.000000 Penalty: 5938.143555
	Iteration 10Q: 3 clusters Score -1.955505e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -19559274.000000 Penalty: 5938.143555
	Iteration 11Q: 3 clusters Score -1.955927e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -19562972.000000 Penalty: 5938.143555
	Iteration 12Q: 3 clusters Score -1.956297e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -19566634.000000 Penalty: 5938.143555
	Iteration 13Q: 3 clusters Score -1.956663e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -19569636.000000 Penalty: 5938.143555
	Iteration 14Q: 3 clusters Score -1.956964e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -19572252.000000 Penalty: 5938.143555
	Iteration 15Q: 3 clusters Score -1.957225e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -19574504.000000 Penalty: 5938.143555
	Iteration 16Q: 3 clusters Score -1.95745e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145044 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -19576528.000000 Penalty: 5938.143555
	Iteration 17Q: 3 clusters Score -1.957653e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147824 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -19578388.000000 Penalty: 5938.143555
	Iteration 18Q: 3 clusters Score -1.957839e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -19579976.000000 Penalty: 5938.143555
	Iteration 19Q: 3 clusters Score -1.957998e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -19581272.000000 Penalty: 5938.143555
	Iteration 20F: 3 clusters Score -1.958127e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -19582220.000000 Penalty: 5938.143555
	Iteration 21Q: 3 clusters Score -1.958222e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154499 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -19582944.000000 Penalty: 5938.143555
	Iteration 22Q: 3 clusters Score -1.958294e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -19583400.000000 Penalty: 5938.143555
	Iteration 23Q: 3 clusters Score -1.95834e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19583732.000000 Penalty: 5938.143555
	Iteration 24Q: 3 clusters Score -1.958373e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19583984.000000 Penalty: 5938.143555
	Iteration 25Q: 3 clusters Score -1.958398e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19584112.000000 Penalty: 5938.143555
	Iteration 26Q: 3 clusters Score -1.958411e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19584216.000000 Penalty: 5938.143555
	Iteration 27Q: 3 clusters Score -1.958422e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19584336.000000 Penalty: 5938.143555
	Iteration 28Q: 3 clusters Score -1.958434e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19584374.000000 Penalty: 5938.143555
	Iteration 29Q: 3 clusters Score -1.958437e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19584422.000000 Penalty: 5938.143555
	Iteration 30Q: 3 clusters Score -1.958442e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19584462.000000 Penalty: 5938.143555
	Iteration 31Q: 3 clusters Score -1.958446e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156770 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19584490.000000 Penalty: 5938.143555
	Iteration 32Q: 3 clusters Score -1.958449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19584498.000000 Penalty: 5938.143555
	Iteration 33Q: 3 clusters Score -1.95845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19584542.000000 Penalty: 5938.143555
	Iteration 34Q: 3 clusters Score -1.958454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -19584544.000000 Penalty: 5938.143555
	Iteration 35Q: 3 clusters Score -1.958454e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19584564.000000 Penalty: 5938.143555
	Iteration 36Q: 3 clusters Score -1.958456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19584580.000000 Penalty: 5938.143555
	Iteration 37Q: 3 clusters Score -1.958458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19584594.000000 Penalty: 5938.143555
	Iteration 38Q: 3 clusters Score -1.958459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19584582.000000 Penalty: 5938.143555
	Iteration 39Q: 3 clusters Score -1.958458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19584580.000000 Penalty: 5938.143555
	Iteration 40F: 3 clusters Score -1.958458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19584594.000000 Penalty: 5938.143555
	Iteration 41Q: 3 clusters Score -1.958459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19584606.000000 Penalty: 5938.143555
	Iteration 42Q: 3 clusters Score -1.958461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19584604.000000 Penalty: 5938.143555
	Iteration 43Q: 3 clusters Score -1.95846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19584596.000000 Penalty: 5938.143555
	Iteration 44Q: 3 clusters Score -1.95846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157014 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19584590.000000 Penalty: 5938.143555
	Iteration 45Q: 3 clusters Score -1.958459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19584596.000000 Penalty: 5938.143555
	Iteration 46Q: 3 clusters Score -1.95846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19584600.000000 Penalty: 5938.143555
	Iteration 47Q: 3 clusters Score -1.95846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19584606.000000 Penalty: 5938.143555
	Iteration 48Q: 3 clusters Score -1.958461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19584612.000000 Penalty: 5938.143555
	Iteration 49Q: 3 clusters Score -1.958461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19584624.000000 Penalty: 5938.143555
	Iteration 50Q: 3 clusters Score -1.958462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -19584620.000000 Penalty: 5938.143555
	Iteration 51Q: 3 clusters Score -1.958462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19584634.000000 Penalty: 5938.143555
	Iteration 52Q: 3 clusters Score -1.958463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19584618.000000 Penalty: 5938.143555
	Iteration 53Q: 3 clusters Score -1.958462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157064 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19584624.000000 Penalty: 5938.143555
	Iteration 54Q: 3 clusters Score -1.958462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19584616.000000 Penalty: 5938.143555
	Iteration 55Q: 3 clusters Score -1.958462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19584610.000000 Penalty: 5938.143555
	Iteration 56Q: 3 clusters Score -1.958461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157071 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19584608.000000 Penalty: 5938.143555
	Iteration 57Q: 3 clusters Score -1.958461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157073 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19584616.000000 Penalty: 5938.143555
	Iteration 58Q: 3 clusters Score -1.958462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19584612.000000 Penalty: 5938.143555
	Iteration 59Q: 3 clusters Score -1.958461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157078 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19584608.000000 Penalty: 5938.143555
	Iteration 60F: 3 clusters Score -1.958461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19584616.000000 Penalty: 5938.143555
	Iteration 61Q: 3 clusters Score -1.958462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19584616.000000 Penalty: 5938.143555
	Iteration 62F: 3 clusters Score -1.958462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Entering Unmasked Estep 
Score: -3689459.750000 Penalty: 2568.531006
	Iteration 0F: 2 clusters Score -3689460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3667904.000000 Penalty: 5137.062012
	Iteration 0F: 3 clusters Score -3667904 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3676032.000000 Penalty: 5137.062012
	Iteration 1F: 3 clusters Score -3676032 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3676762.000000 Penalty: 5137.062012
	Iteration 2F: 3 clusters Score -3676762 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3677455.250000 Penalty: 5137.062012
	Iteration 3Q: 3 clusters Score -3677455 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3678263.500000 Penalty: 5137.062012
	Iteration 4F: 3 clusters Score -3678264 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3679167.750000 Penalty: 5137.062012
	Iteration 5F: 3 clusters Score -3679168 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3680082.500000 Penalty: 5137.062012
	Iteration 6Q: 3 clusters Score -3680082 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3680953.000000 Penalty: 5137.062012
	Iteration 7F: 3 clusters Score -3680953 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3681768.500000 Penalty: 5137.062012
	Iteration 8Q: 3 clusters Score -3681768 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3682481.500000 Penalty: 5137.062012
	Iteration 9Q: 3 clusters Score -3682482 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3683032.500000 Penalty: 5137.062012
	Iteration 10Q: 3 clusters Score -3683032 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3683456.250000 Penalty: 5137.062012
	Iteration 11Q: 3 clusters Score -3683456 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3683786.250000 Penalty: 5137.062012
	Iteration 12Q: 3 clusters Score -3683786 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3684021.000000 Penalty: 5137.062012
	Iteration 13Q: 3 clusters Score -3684021 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3684220.000000 Penalty: 5137.062012
	Iteration 14Q: 3 clusters Score -3684220 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3684345.750000 Penalty: 5137.062012
	Iteration 15Q: 3 clusters Score -3684346 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3684452.250000 Penalty: 5137.062012
	Iteration 16Q: 3 clusters Score -3684452 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3684564.250000 Penalty: 5137.062012
	Iteration 17Q: 3 clusters Score -3684564 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3684632.500000 Penalty: 5137.062012
	Iteration 18Q: 3 clusters Score -3684632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3684701.750000 Penalty: 5137.062012
	Iteration 19Q: 3 clusters Score -3684702 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3684783.000000 Penalty: 5137.062012
	Iteration 20F: 3 clusters Score -3684783 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3684836.000000 Penalty: 5137.062012
	Iteration 21Q: 3 clusters Score -3684836 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3684893.250000 Penalty: 5137.062012
	Iteration 22Q: 3 clusters Score -3684893 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3684986.500000 Penalty: 5137.062012
	Iteration 23Q: 3 clusters Score -3684986 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3685054.750000 Penalty: 5137.062012
	Iteration 24Q: 3 clusters Score -3685055 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3685155.250000 Penalty: 5137.062012
	Iteration 25Q: 3 clusters Score -3685155 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3685209.500000 Penalty: 5137.062012
	Iteration 26Q: 3 clusters Score -3685210 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3685306.000000 Penalty: 5137.062012
	Iteration 27Q: 3 clusters Score -3685306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3685401.750000 Penalty: 5137.062012
	Iteration 28Q: 3 clusters Score -3685402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3685483.750000 Penalty: 5137.062012
	Iteration 29Q: 3 clusters Score -3685484 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3685567.000000 Penalty: 5137.062012
	Iteration 30Q: 3 clusters Score -3685567 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3685670.250000 Penalty: 5137.062012
	Iteration 31Q: 3 clusters Score -3685670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3685778.250000 Penalty: 5137.062012
	Iteration 32Q: 3 clusters Score -3685778 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3685844.250000 Penalty: 5137.062012
	Iteration 33Q: 3 clusters Score -3685844 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3685947.000000 Penalty: 5137.062012
	Iteration 34Q: 3 clusters Score -3685947 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3686038.500000 Penalty: 5137.062012
	Iteration 35Q: 3 clusters Score -3686038 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3686150.500000 Penalty: 5137.062012
	Iteration 36Q: 3 clusters Score -3686150 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3686226.250000 Penalty: 5137.062012
	Iteration 37Q: 3 clusters Score -3686226 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3686314.250000 Penalty: 5137.062012
	Iteration 38Q: 3 clusters Score -3686314 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3686405.250000 Penalty: 5137.062012
	Iteration 39Q: 3 clusters Score -3686405 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3686511.750000 Penalty: 5137.062012
	Iteration 40F: 3 clusters Score -3686512 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3686600.750000 Penalty: 5137.062012
	Iteration 41Q: 3 clusters Score -3686601 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3686651.500000 Penalty: 5137.062012
	Iteration 42Q: 3 clusters Score -3686652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3686701.000000 Penalty: 5137.062012
	Iteration 43Q: 3 clusters Score -3686701 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3686727.000000 Penalty: 5137.062012
	Iteration 44Q: 3 clusters Score -3686727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3686741.750000 Penalty: 5137.062012
	Iteration 45Q: 3 clusters Score -3686742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3686772.000000 Penalty: 5137.062012
	Iteration 46Q: 3 clusters Score -3686772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3686774.250000 Penalty: 5137.062012
	Iteration 47Q: 3 clusters Score -3686774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3686800.000000 Penalty: 5137.062012
	Iteration 48Q: 3 clusters Score -3686800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3686817.000000 Penalty: 5137.062012
	Iteration 49Q: 3 clusters Score -3686817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3686818.500000 Penalty: 5137.062012
	Iteration 50Q: 3 clusters Score -3686818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3686829.250000 Penalty: 5137.062012
	Iteration 51Q: 3 clusters Score -3686829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3686829.250000 Penalty: 5137.062012
	Iteration 52Q: 3 clusters Score -3686829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3686837.500000 Penalty: 5137.062012
	Iteration 53Q: 3 clusters Score -3686838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3686851.250000 Penalty: 5137.062012
	Iteration 54Q: 3 clusters Score -3686851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3686849.250000 Penalty: 5137.062012
	Iteration 55Q: 3 clusters Score -3686849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3686847.500000 Penalty: 5137.062012
	Iteration 56Q: 3 clusters Score -3686848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3686855.000000 Penalty: 5137.062012
	Iteration 57Q: 3 clusters Score -3686855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3686858.000000 Penalty: 5137.062012
	Iteration 58Q: 3 clusters Score -3686858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3686856.250000 Penalty: 5137.062012
	Iteration 59Q: 3 clusters Score -3686856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3686865.500000 Penalty: 5137.062012
	Iteration 60F: 3 clusters Score -3686866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3686872.000000 Penalty: 5137.062012
	Iteration 61Q: 3 clusters Score -3686872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3686877.250000 Penalty: 5137.062012
	Iteration 62Q: 3 clusters Score -3686877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3686882.250000 Penalty: 5137.062012
	Iteration 63Q: 3 clusters Score -3686882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3686868.250000 Penalty: 5137.062012
	Iteration 64Q: 3 clusters Score -3686868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3686888.500000 Penalty: 5137.062012
	Iteration 65Q: 3 clusters Score -3686888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3686892.250000 Penalty: 5137.062012
	Iteration 66Q: 3 clusters Score -3686892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3686885.750000 Penalty: 5137.062012
	Iteration 67Q: 3 clusters Score -3686886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3686895.250000 Penalty: 5137.062012
	Iteration 68Q: 3 clusters Score -3686895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3686904.500000 Penalty: 5137.062012
	Iteration 69Q: 3 clusters Score -3686904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3686902.500000 Penalty: 5137.062012
	Iteration 70Q: 3 clusters Score -3686902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3686902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3686906.500000 Penalty: 5137.062012
	Iteration 72Q: 3 clusters Score -3686906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3686898.250000 Penalty: 5137.062012
	Iteration 73Q: 3 clusters Score -3686898 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3686907.000000 Penalty: 5137.062012
	Iteration 74Q: 3 clusters Score -3686907 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3686924.750000 Penalty: 5137.062012
	Iteration 75Q: 3 clusters Score -3686925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3686927.500000 Penalty: 5137.062012
	Iteration 76Q: 3 clusters Score -3686928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3686926.750000 Penalty: 5137.062012
	Iteration 77Q: 3 clusters Score -3686927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3686943.250000 Penalty: 5137.062012
	Iteration 78Q: 3 clusters Score -3686943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3686937.750000 Penalty: 5137.062012
	Iteration 79Q: 3 clusters Score -3686938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3686941.500000 Penalty: 5137.062012
	Iteration 80F: 3 clusters Score -3686942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3686941.750000 Penalty: 5137.062012
	Iteration 81Q: 3 clusters Score -3686942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3686945.500000 Penalty: 5137.062012
	Iteration 82Q: 3 clusters Score -3686946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3686946.000000 Penalty: 5137.062012
	Iteration 83Q: 3 clusters Score -3686946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3686934.500000 Penalty: 5137.062012
	Iteration 84Q: 3 clusters Score -3686934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3686937.000000 Penalty: 5137.062012
	Iteration 85Q: 3 clusters Score -3686937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3686935.500000 Penalty: 5137.062012
	Iteration 86Q: 3 clusters Score -3686936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3686937.000000 Penalty: 5137.062012
	Iteration 87Q: 3 clusters Score -3686937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3686940.000000 Penalty: 5137.062012
	Iteration 88Q: 3 clusters Score -3686940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3686945.500000 Penalty: 5137.062012
	Iteration 89Q: 3 clusters Score -3686946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3686950.250000 Penalty: 5137.062012
	Iteration 90Q: 3 clusters Score -3686950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3686956.750000 Penalty: 5137.062012
	Iteration 91Q: 3 clusters Score -3686957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3686970.250000 Penalty: 5137.062012
	Iteration 92Q: 3 clusters Score -3686970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3686967.500000 Penalty: 5137.062012
	Iteration 93Q: 3 clusters Score -3686968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3686967.500000 Penalty: 5137.062012
	Iteration 94Q: 3 clusters Score -3686968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3686970.000000 Penalty: 5137.062012
	Iteration 95Q: 3 clusters Score -3686970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3686975.500000 Penalty: 5137.062012
	Iteration 96Q: 3 clusters Score -3686976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3686981.000000 Penalty: 5137.062012
	Iteration 97Q: 3 clusters Score -3686981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3686983.750000 Penalty: 5137.062012
	Iteration 98Q: 3 clusters Score -3686984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3686989.750000 Penalty: 5137.062012
	Iteration 99Q: 3 clusters Score -3686990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3686988.500000 Penalty: 5137.062012
	Iteration 100F: 3 clusters Score -3686988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3686992.750000 Penalty: 5137.062012
	Iteration 101Q: 3 clusters Score -3686993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3686995.750000 Penalty: 5137.062012
	Iteration 102Q: 3 clusters Score -3686996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3687001.000000 Penalty: 5137.062012
	Iteration 103Q: 3 clusters Score -3687001 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3687001.750000 Penalty: 5137.062012
	Iteration 104Q: 3 clusters Score -3687002 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3686995.750000 Penalty: 5137.062012
	Iteration 105Q: 3 clusters Score -3686996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3686990.500000 Penalty: 5137.062012
	Iteration 106Q: 3 clusters Score -3686990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3686995.500000 Penalty: 5137.062012
	Iteration 107Q: 3 clusters Score -3686996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3686998.250000 Penalty: 5137.062012
	Iteration 108Q: 3 clusters Score -3686998 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3687012.250000 Penalty: 5137.062012
	Iteration 109Q: 3 clusters Score -3687012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3687010.250000 Penalty: 5137.062012
	Iteration 110Q: 3 clusters Score -3687010 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3687014.250000 Penalty: 5137.062012
	Iteration 111Q: 3 clusters Score -3687014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3687014.250000 Penalty: 5137.062012
	Iteration 112Q: 3 clusters Score -3687014 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3687012.000000 Penalty: 5137.062012
	Iteration 113Q: 3 clusters Score -3687012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3687011.000000 Penalty: 5137.062012
	Iteration 114Q: 3 clusters Score -3687011 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3687013.750000 Penalty: 5137.062012
	Iteration 115Q: 3 clusters Score -3687014 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3687018.750000 Penalty: 5137.062012
	Iteration 116Q: 3 clusters Score -3687019 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3687021.750000 Penalty: 5137.062012
	Iteration 117Q: 3 clusters Score -3687022 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3687026.250000 Penalty: 5137.062012
	Iteration 118Q: 3 clusters Score -3687026 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3687020.250000 Penalty: 5137.062012
	Iteration 119Q: 3 clusters Score -3687020 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3687022.750000 Penalty: 5137.062012
	Iteration 120F: 3 clusters Score -3687023 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3687021.500000 Penalty: 5137.062012
	Iteration 121Q: 3 clusters Score -3687022 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3687029.000000 Penalty: 5137.062012
	Iteration 122Q: 3 clusters Score -3687029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3687025.500000 Penalty: 5137.062012
	Iteration 123Q: 3 clusters Score -3687026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3687030.250000 Penalty: 5137.062012
	Iteration 124Q: 3 clusters Score -3687030 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3687033.750000 Penalty: 5137.062012
	Iteration 125Q: 3 clusters Score -3687034 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3687028.750000 Penalty: 5137.062012
	Iteration 126Q: 3 clusters Score -3687029 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3687030.750000 Penalty: 5137.062012
	Iteration 127Q: 3 clusters Score -3687031 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3687023.500000 Penalty: 5137.062012
	Iteration 128Q: 3 clusters Score -3687024 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3687027.250000 Penalty: 5137.062012
	Iteration 129Q: 3 clusters Score -3687027 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3687031.000000 Penalty: 5137.062012
	Iteration 130Q: 3 clusters Score -3687031 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3687024.250000 Penalty: 5137.062012
	Iteration 131Q: 3 clusters Score -3687024 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3687025.500000 Penalty: 5137.062012
	Iteration 132Q: 3 clusters Score -3687026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3687021.500000 Penalty: 5137.062012
	Iteration 133Q: 3 clusters Score -3687022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3687029.750000 Penalty: 5137.062012
	Iteration 134Q: 3 clusters Score -3687030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3687030.750000 Penalty: 5137.062012
	Iteration 135Q: 3 clusters Score -3687031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3687028.000000 Penalty: 5137.062012
	Iteration 136Q: 3 clusters Score -3687028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3687030.250000 Penalty: 5137.062012
	Iteration 137Q: 3 clusters Score -3687030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3687030.500000 Penalty: 5137.062012
	Iteration 138Q: 3 clusters Score -3687030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3687031.250000 Penalty: 5137.062012
	Iteration 139Q: 3 clusters Score -3687031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3687031.500000 Penalty: 5137.062012
	Iteration 140F: 3 clusters Score -3687032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3687034.000000 Penalty: 5137.062012
	Iteration 141Q: 3 clusters Score -3687034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3687039.500000 Penalty: 5137.062012
	Iteration 142Q: 3 clusters Score -3687040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3687038.500000 Penalty: 5137.062012
	Iteration 143Q: 3 clusters Score -3687038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3687037.250000 Penalty: 5137.062012
	Iteration 144Q: 3 clusters Score -3687037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3687037.250000 Penalty: 5137.062012
	Iteration 145F: 3 clusters Score -3687037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -66172.984375 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -66172.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64553.750000 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64553.75 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64789.722656 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64789.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64895.640625 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -64895.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65041.105469 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -65041.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65258.605469 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -65258.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65516.734375 Penalty: 3223.894287
	Iteration 5F: 3 clusters Score -65516.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65734.335938 Penalty: 3223.894287
	Iteration 6F: 3 clusters Score -65734.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65951.929688 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65951.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66081.710938 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -66081.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66171.726562 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -66171.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66213.945312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -66213.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66223.265625 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -66223.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66225.492188 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -66225.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66231.226562 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -66231.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66231.226562 Penalty: 3223.894287
	Iteration 14F: 3 clusters Score -66231.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 116966 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36581 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 322989 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158271 members 
Mstep: Class 22 contains 31476 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8449 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86702 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48658 members 
Mstep: Class 49 contains 236 members 
Entering Unmasked Estep 
Score: -142005344.000000 Penalty: 169800.968750
Splitting cluster 23 changes total score from -142006544.000000 to -142005344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (39103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Entering Unmasked Estep 
Score: -4846815.000000 Penalty: 2622.340820
	Iteration 0F: 2 clusters Score -4846815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4820267.500000 Penalty: 5244.681641
	Iteration 0F: 3 clusters Score -4820268 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4830329.000000 Penalty: 5244.681641
	Iteration 1F: 3 clusters Score -4830329 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4831210.500000 Penalty: 5244.681641
	Iteration 2F: 3 clusters Score -4831210 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4832325.000000 Penalty: 5244.681641
	Iteration 3F: 3 clusters Score -4832325 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4833712.000000 Penalty: 5244.681641
	Iteration 4F: 3 clusters Score -4833712 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4835465.500000 Penalty: 5244.681641
	Iteration 5F: 3 clusters Score -4835466 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4837532.000000 Penalty: 5244.681641
	Iteration 6F: 3 clusters Score -4837532 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4839566.500000 Penalty: 5244.681641
	Iteration 7F: 3 clusters Score -4839566 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4841181.000000 Penalty: 5244.681641
	Iteration 8F: 3 clusters Score -4841181 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -4842274.500000 Penalty: 5244.681641
	Iteration 9Q: 3 clusters Score -4842274 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4842947.500000 Penalty: 5244.681641
	Iteration 10Q: 3 clusters Score -4842948 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4843428.000000 Penalty: 5244.681641
	Iteration 11Q: 3 clusters Score -4843428 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4843814.000000 Penalty: 5244.681641
	Iteration 12Q: 3 clusters Score -4843814 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4844187.000000 Penalty: 5244.681641
	Iteration 13Q: 3 clusters Score -4844187 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4844505.000000 Penalty: 5244.681641
	Iteration 14Q: 3 clusters Score -4844505 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4844770.500000 Penalty: 5244.681641
	Iteration 15Q: 3 clusters Score -4844770 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4845016.500000 Penalty: 5244.681641
	Iteration 16Q: 3 clusters Score -4845016 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4845175.000000 Penalty: 5244.681641
	Iteration 17Q: 3 clusters Score -4845175 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4845269.000000 Penalty: 5244.681641
	Iteration 18Q: 3 clusters Score -4845269 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4845339.500000 Penalty: 5244.681641
	Iteration 19Q: 3 clusters Score -4845340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4845406.500000 Penalty: 5244.681641
	Iteration 20F: 3 clusters Score -4845406 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4845474.000000 Penalty: 5244.681641
	Iteration 21Q: 3 clusters Score -4845474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4845524.500000 Penalty: 5244.681641
	Iteration 22Q: 3 clusters Score -4845524 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4845559.000000 Penalty: 5244.681641
	Iteration 23Q: 3 clusters Score -4845559 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4845601.500000 Penalty: 5244.681641
	Iteration 24Q: 3 clusters Score -4845602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4845651.000000 Penalty: 5244.681641
	Iteration 25Q: 3 clusters Score -4845651 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4845680.500000 Penalty: 5244.681641
	Iteration 26Q: 3 clusters Score -4845680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4845715.500000 Penalty: 5244.681641
	Iteration 27Q: 3 clusters Score -4845716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4845762.500000 Penalty: 5244.681641
	Iteration 28Q: 3 clusters Score -4845762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4845815.000000 Penalty: 5244.681641
	Iteration 29Q: 3 clusters Score -4845815 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4845879.000000 Penalty: 5244.681641
	Iteration 30Q: 3 clusters Score -4845879 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4845924.500000 Penalty: 5244.681641
	Iteration 31Q: 3 clusters Score -4845924 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4845991.000000 Penalty: 5244.681641
	Iteration 32Q: 3 clusters Score -4845991 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4846084.500000 Penalty: 5244.681641
	Iteration 33Q: 3 clusters Score -4846084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4846218.000000 Penalty: 5244.681641
	Iteration 34Q: 3 clusters Score -4846218 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4846343.500000 Penalty: 5244.681641
	Iteration 35Q: 3 clusters Score -4846344 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4846460.000000 Penalty: 5244.681641
	Iteration 36Q: 3 clusters Score -4846460 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4846542.500000 Penalty: 5244.681641
	Iteration 37Q: 3 clusters Score -4846542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4846603.500000 Penalty: 5244.681641
	Iteration 38Q: 3 clusters Score -4846604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4846632.000000 Penalty: 5244.681641
	Iteration 39Q: 3 clusters Score -4846632 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4846680.000000 Penalty: 5244.681641
	Iteration 40F: 3 clusters Score -4846680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4846732.500000 Penalty: 5244.681641
	Iteration 41Q: 3 clusters Score -4846732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4846740.000000 Penalty: 5244.681641
	Iteration 42Q: 3 clusters Score -4846740 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4846781.000000 Penalty: 5244.681641
	Iteration 43Q: 3 clusters Score -4846781 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4846798.500000 Penalty: 5244.681641
	Iteration 44Q: 3 clusters Score -4846798 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4846825.500000 Penalty: 5244.681641
	Iteration 45Q: 3 clusters Score -4846826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4846838.500000 Penalty: 5244.681641
	Iteration 46Q: 3 clusters Score -4846838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4846859.500000 Penalty: 5244.681641
	Iteration 47Q: 3 clusters Score -4846860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4846871.500000 Penalty: 5244.681641
	Iteration 48Q: 3 clusters Score -4846872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4846886.500000 Penalty: 5244.681641
	Iteration 49Q: 3 clusters Score -4846886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4846908.000000 Penalty: 5244.681641
	Iteration 50Q: 3 clusters Score -4846908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4846940.500000 Penalty: 5244.681641
	Iteration 51Q: 3 clusters Score -4846940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4846961.500000 Penalty: 5244.681641
	Iteration 52Q: 3 clusters Score -4846962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4846987.000000 Penalty: 5244.681641
	Iteration 53Q: 3 clusters Score -4846987 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4846991.500000 Penalty: 5244.681641
	Iteration 54Q: 3 clusters Score -4846992 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4846995.500000 Penalty: 5244.681641
	Iteration 55Q: 3 clusters Score -4846996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4847021.000000 Penalty: 5244.681641
	Iteration 56Q: 3 clusters Score -4847021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4847033.500000 Penalty: 5244.681641
	Iteration 57Q: 3 clusters Score -4847034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4847038.500000 Penalty: 5244.681641
	Iteration 58Q: 3 clusters Score -4847038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4847056.500000 Penalty: 5244.681641
	Iteration 59Q: 3 clusters Score -4847056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4847053.500000 Penalty: 5244.681641
	Iteration 60F: 3 clusters Score -4847054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4847061.500000 Penalty: 5244.681641
	Iteration 61Q: 3 clusters Score -4847062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4847066.500000 Penalty: 5244.681641
	Iteration 62Q: 3 clusters Score -4847066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4847065.500000 Penalty: 5244.681641
	Iteration 63Q: 3 clusters Score -4847066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4847072.000000 Penalty: 5244.681641
	Iteration 64Q: 3 clusters Score -4847072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4847070.500000 Penalty: 5244.681641
	Iteration 65Q: 3 clusters Score -4847070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4847089.000000 Penalty: 5244.681641
	Iteration 66Q: 3 clusters Score -4847089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4847084.500000 Penalty: 5244.681641
	Iteration 67Q: 3 clusters Score -4847084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4847097.000000 Penalty: 5244.681641
	Iteration 68Q: 3 clusters Score -4847097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4847111.500000 Penalty: 5244.681641
	Iteration 69Q: 3 clusters Score -4847112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -4847113.500000 Penalty: 5244.681641
	Iteration 70Q: 3 clusters Score -4847114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4847111.500000 Penalty: 5244.681641
	Iteration 71Q: 3 clusters Score -4847112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4847115.000000 Penalty: 5244.681641
	Iteration 72Q: 3 clusters Score -4847115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4847115.500000 Penalty: 5244.681641
	Iteration 73Q: 3 clusters Score -4847116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4847112.000000 Penalty: 5244.681641
	Iteration 74Q: 3 clusters Score -4847112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4847110.000000 Penalty: 5244.681641
	Iteration 75Q: 3 clusters Score -4847110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4847104.000000 Penalty: 5244.681641
	Iteration 76Q: 3 clusters Score -4847104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4847105.500000 Penalty: 5244.681641
	Iteration 77Q: 3 clusters Score -4847106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4847114.000000 Penalty: 5244.681641
	Iteration 78Q: 3 clusters Score -4847114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4847109.000000 Penalty: 5244.681641
	Iteration 79Q: 3 clusters Score -4847109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4847107.500000 Penalty: 5244.681641
	Iteration 80F: 3 clusters Score -4847108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4847100.500000 Penalty: 5244.681641
	Iteration 81Q: 3 clusters Score -4847100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4847100.500000 Penalty: 5244.681641
	Iteration 82Q: 3 clusters Score -4847100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4847091.000000 Penalty: 5244.681641
	Iteration 83Q: 3 clusters Score -4847091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4847103.000000 Penalty: 5244.681641
	Iteration 84Q: 3 clusters Score -4847103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4847107.500000 Penalty: 5244.681641
	Iteration 85Q: 3 clusters Score -4847108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4847109.000000 Penalty: 5244.681641
	Iteration 86Q: 3 clusters Score -4847109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4847109.500000 Penalty: 5244.681641
	Iteration 87Q: 3 clusters Score -4847110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4847109.000000 Penalty: 5244.681641
	Iteration 88Q: 3 clusters Score -4847109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4847118.500000 Penalty: 5244.681641
	Iteration 89Q: 3 clusters Score -4847118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4847121.500000 Penalty: 5244.681641
	Iteration 90Q: 3 clusters Score -4847122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4847117.500000 Penalty: 5244.681641
	Iteration 91Q: 3 clusters Score -4847118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4847119.000000 Penalty: 5244.681641
	Iteration 92Q: 3 clusters Score -4847119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4847120.500000 Penalty: 5244.681641
	Iteration 93Q: 3 clusters Score -4847120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4847110.000000 Penalty: 5244.681641
	Iteration 94Q: 3 clusters Score -4847110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4847112.500000 Penalty: 5244.681641
	Iteration 95Q: 3 clusters Score -4847112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4847111.000000 Penalty: 5244.681641
	Iteration 96Q: 3 clusters Score -4847111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4847115.000000 Penalty: 5244.681641
	Iteration 97Q: 3 clusters Score -4847115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4847115.000000 Penalty: 5244.681641
	Iteration 98F: 3 clusters Score -4847115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 116966 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36581 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 322989 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158271 members 
Mstep: Class 22 contains 31476 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 26774 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8449 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86702 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48658 members 
Mstep: Class 49 contains 12329 members 
Entering Unmasked Estep 
Score: -142005808.000000 Penalty: 169800.968750
Splitting cluster 24 changes total score from -142006544.000000 to -142005808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -189644.296875 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -189644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -187274.562500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -187274.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187816.968750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -187817 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188197.468750 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -188197.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -188687.812500 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -188687.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189013.140625 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -189013.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189220.515625 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -189220.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -189308.625000 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -189308.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -189366.984375 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -189367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189394.203125 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -189394.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189414.890625 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -189414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189427.296875 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -189427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -189434.562500 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -189434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -189445.875000 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -189445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189452.375000 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -189452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189453.687500 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -189453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -189458.343750 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -189458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189459.468750 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -189459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189461.156250 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -189461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189461.156250 Penalty: 3691.766846
	Iteration 18F: 3 clusters Score -189461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Entering Unmasked Estep 
Score: -2380005.250000 Penalty: 2439.211426
	Iteration 0F: 2 clusters Score -2380005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2366721.750000 Penalty: 4878.422852
	Iteration 0F: 3 clusters Score -2366722 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2371066.750000 Penalty: 4878.422852
	Iteration 1F: 3 clusters Score -2371067 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2371481.750000 Penalty: 4878.422852
	Iteration 2F: 3 clusters Score -2371482 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2371827.000000 Penalty: 4878.422852
	Iteration 3Q: 3 clusters Score -2371827 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2372202.500000 Penalty: 4878.422852
	Iteration 4Q: 3 clusters Score -2372202 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2372720.250000 Penalty: 4878.422852
	Iteration 5F: 3 clusters Score -2372720 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2373416.000000 Penalty: 4878.422852
	Iteration 6F: 3 clusters Score -2373416 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2374338.000000 Penalty: 4878.422852
	Iteration 7F: 3 clusters Score -2374338 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2375465.000000 Penalty: 4878.422852
	Iteration 8F: 3 clusters Score -2375465 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2376506.000000 Penalty: 4878.422852
	Iteration 9F: 3 clusters Score -2376506 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2377159.250000 Penalty: 4878.422852
	Iteration 10Q: 3 clusters Score -2377159 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2377581.500000 Penalty: 4878.422852
	Iteration 11Q: 3 clusters Score -2377582 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2377852.500000 Penalty: 4878.422852
	Iteration 12Q: 3 clusters Score -2377852 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2378009.500000 Penalty: 4878.422852
	Iteration 13Q: 3 clusters Score -2378010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2378081.750000 Penalty: 4878.422852
	Iteration 14Q: 3 clusters Score -2378082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2378135.750000 Penalty: 4878.422852
	Iteration 15Q: 3 clusters Score -2378136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2378168.750000 Penalty: 4878.422852
	Iteration 16Q: 3 clusters Score -2378169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2378186.750000 Penalty: 4878.422852
	Iteration 17Q: 3 clusters Score -2378187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2378203.000000 Penalty: 4878.422852
	Iteration 18Q: 3 clusters Score -2378203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2378213.500000 Penalty: 4878.422852
	Iteration 19Q: 3 clusters Score -2378214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2378230.750000 Penalty: 4878.422852
	Iteration 20F: 3 clusters Score -2378231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2378235.250000 Penalty: 4878.422852
	Iteration 21Q: 3 clusters Score -2378235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2378243.250000 Penalty: 4878.422852
	Iteration 22Q: 3 clusters Score -2378243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2378243.250000 Penalty: 4878.422852
	Iteration 23Q: 3 clusters Score -2378243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2378246.250000 Penalty: 4878.422852
	Iteration 24Q: 3 clusters Score -2378246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2378252.000000 Penalty: 4878.422852
	Iteration 25Q: 3 clusters Score -2378252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2378252.000000 Penalty: 4878.422852
	Iteration 26F: 3 clusters Score -2378252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -30987.595703 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -30987.6 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 135 members 
Entering Unmasked Estep 
Score: -29773.308594 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -29773.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30028.416016 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -30028.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30172.802734 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -30172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30356.554688 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -30356.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30387.880859 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -30387.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30404.201172 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -30404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30419.367188 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -30419.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30431.603516 Penalty: 2862.634766
	Iteration 7Q: 3 clusters Score -30431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30438.599609 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -30438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30438.599609 Penalty: 2862.634766
	Iteration 9F: 3 clusters Score -30438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Entering Unmasked Estep 
Score: -1314593.000000 Penalty: 2306.920654
	Iteration 0F: 2 clusters Score -1314593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1306369.500000 Penalty: 4613.841309
	Iteration 0F: 3 clusters Score -1306370 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1308873.125000 Penalty: 4613.841309
	Iteration 1F: 3 clusters Score -1308873 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1309201.500000 Penalty: 4613.841309
	Iteration 2F: 3 clusters Score -1309202 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1309470.750000 Penalty: 4613.841309
	Iteration 3Q: 3 clusters Score -1309471 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1309708.500000 Penalty: 4613.841309
	Iteration 4Q: 3 clusters Score -1309708 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1309976.250000 Penalty: 4613.841309
	Iteration 5Q: 3 clusters Score -1309976 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1310234.750000 Penalty: 4613.841309
	Iteration 6Q: 3 clusters Score -1310235 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1310494.000000 Penalty: 4613.841309
	Iteration 7Q: 3 clusters Score -1310494 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1310742.750000 Penalty: 4613.841309
	Iteration 8Q: 3 clusters Score -1310743 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1310979.000000 Penalty: 4613.841309
	Iteration 9Q: 3 clusters Score -1310979 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1311185.875000 Penalty: 4613.841309
	Iteration 10Q: 3 clusters Score -1311186 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1311377.125000 Penalty: 4613.841309
	Iteration 11Q: 3 clusters Score -1311377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1311560.125000 Penalty: 4613.841309
	Iteration 12Q: 3 clusters Score -1311560 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1311691.250000 Penalty: 4613.841309
	Iteration 13Q: 3 clusters Score -1311691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1311781.625000 Penalty: 4613.841309
	Iteration 14Q: 3 clusters Score -1311782 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1311876.500000 Penalty: 4613.841309
	Iteration 15Q: 3 clusters Score -1311876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1311968.125000 Penalty: 4613.841309
	Iteration 16Q: 3 clusters Score -1311968 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1312064.750000 Penalty: 4613.841309
	Iteration 17Q: 3 clusters Score -1312065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1312154.750000 Penalty: 4613.841309
	Iteration 18Q: 3 clusters Score -1312155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1312221.375000 Penalty: 4613.841309
	Iteration 19Q: 3 clusters Score -1312221 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1312287.500000 Penalty: 4613.841309
	Iteration 20F: 3 clusters Score -1312288 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1312362.500000 Penalty: 4613.841309
	Iteration 21Q: 3 clusters Score -1312362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1312430.625000 Penalty: 4613.841309
	Iteration 22Q: 3 clusters Score -1312431 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1312499.375000 Penalty: 4613.841309
	Iteration 23Q: 3 clusters Score -1312499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1312602.000000 Penalty: 4613.841309
	Iteration 24Q: 3 clusters Score -1312602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1312709.500000 Penalty: 4613.841309
	Iteration 25Q: 3 clusters Score -1312710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1312810.750000 Penalty: 4613.841309
	Iteration 26Q: 3 clusters Score -1312811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1312897.625000 Penalty: 4613.841309
	Iteration 27Q: 3 clusters Score -1312898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1312969.625000 Penalty: 4613.841309
	Iteration 28Q: 3 clusters Score -1312970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1313020.125000 Penalty: 4613.841309
	Iteration 29Q: 3 clusters Score -1313020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1313064.875000 Penalty: 4613.841309
	Iteration 30Q: 3 clusters Score -1313065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1313094.750000 Penalty: 4613.841309
	Iteration 31Q: 3 clusters Score -1313095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1313117.250000 Penalty: 4613.841309
	Iteration 32Q: 3 clusters Score -1313117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1313136.875000 Penalty: 4613.841309
	Iteration 33Q: 3 clusters Score -1313137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1313152.375000 Penalty: 4613.841309
	Iteration 34Q: 3 clusters Score -1313152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1313168.125000 Penalty: 4613.841309
	Iteration 35Q: 3 clusters Score -1313168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1313177.625000 Penalty: 4613.841309
	Iteration 36Q: 3 clusters Score -1313178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1313184.125000 Penalty: 4613.841309
	Iteration 37Q: 3 clusters Score -1313184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1313195.375000 Penalty: 4613.841309
	Iteration 38Q: 3 clusters Score -1313195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1313206.375000 Penalty: 4613.841309
	Iteration 39Q: 3 clusters Score -1313206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1313210.000000 Penalty: 4613.841309
	Iteration 40F: 3 clusters Score -1313210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1313220.500000 Penalty: 4613.841309
	Iteration 41Q: 3 clusters Score -1313220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1313224.125000 Penalty: 4613.841309
	Iteration 42Q: 3 clusters Score -1313224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1313229.625000 Penalty: 4613.841309
	Iteration 43Q: 3 clusters Score -1313230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1313233.625000 Penalty: 4613.841309
	Iteration 44Q: 3 clusters Score -1313234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1313237.250000 Penalty: 4613.841309
	Iteration 45Q: 3 clusters Score -1313237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1313240.750000 Penalty: 4613.841309
	Iteration 46Q: 3 clusters Score -1313241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1313241.250000 Penalty: 4613.841309
	Iteration 47Q: 3 clusters Score -1313241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1313240.625000 Penalty: 4613.841309
	Iteration 48Q: 3 clusters Score -1313241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1313243.125000 Penalty: 4613.841309
	Iteration 49Q: 3 clusters Score -1313243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1313247.500000 Penalty: 4613.841309
	Iteration 50Q: 3 clusters Score -1313248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1313246.375000 Penalty: 4613.841309
	Iteration 51Q: 3 clusters Score -1313246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1313248.125000 Penalty: 4613.841309
	Iteration 52Q: 3 clusters Score -1313248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1313251.625000 Penalty: 4613.841309
	Iteration 53Q: 3 clusters Score -1313252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1313249.750000 Penalty: 4613.841309
	Iteration 54Q: 3 clusters Score -1313250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1313250.500000 Penalty: 4613.841309
	Iteration 55Q: 3 clusters Score -1313250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1313250.625000 Penalty: 4613.841309
	Iteration 56Q: 3 clusters Score -1313251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1313252.000000 Penalty: 4613.841309
	Iteration 57Q: 3 clusters Score -1313252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1313251.625000 Penalty: 4613.841309
	Iteration 58Q: 3 clusters Score -1313252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1313251.375000 Penalty: 4613.841309
	Iteration 59Q: 3 clusters Score -1313251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1313255.000000 Penalty: 4613.841309
	Iteration 60F: 3 clusters Score -1313255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1313255.625000 Penalty: 4613.841309
	Iteration 61Q: 3 clusters Score -1313256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1313256.875000 Penalty: 4613.841309
	Iteration 62Q: 3 clusters Score -1313257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1313256.500000 Penalty: 4613.841309
	Iteration 63Q: 3 clusters Score -1313256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1313256.250000 Penalty: 4613.841309
	Iteration 64Q: 3 clusters Score -1313256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1313256.000000 Penalty: 4613.841309
	Iteration 65Q: 3 clusters Score -1313256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1313257.750000 Penalty: 4613.841309
	Iteration 66Q: 3 clusters Score -1313258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1313257.750000 Penalty: 4613.841309
	Iteration 67F: 3 clusters Score -1313258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Entering Unmasked Estep 
Score: -1592399.750000 Penalty: 2349.707031
	Iteration 0F: 2 clusters Score -1592400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1582922.625000 Penalty: 4699.414062
	Iteration 0F: 3 clusters Score -1582923 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1585866.625000 Penalty: 4699.414062
	Iteration 1F: 3 clusters Score -1585867 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1586483.875000 Penalty: 4699.414062
	Iteration 2F: 3 clusters Score -1586484 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1587191.125000 Penalty: 4699.414062
	Iteration 3F: 3 clusters Score -1587191 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1588102.125000 Penalty: 4699.414062
	Iteration 4F: 3 clusters Score -1588102 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1589180.250000 Penalty: 4699.414062
	Iteration 5F: 3 clusters Score -1589180 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1590101.625000 Penalty: 4699.414062
	Iteration 6F: 3 clusters Score -1590102 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1590719.375000 Penalty: 4699.414062
	Iteration 7F: 3 clusters Score -1590719 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1591087.375000 Penalty: 4699.414062
	Iteration 8Q: 3 clusters Score -1591087 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1591291.000000 Penalty: 4699.414062
	Iteration 9Q: 3 clusters Score -1591291 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1591396.000000 Penalty: 4699.414062
	Iteration 10Q: 3 clusters Score -1591396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1591448.000000 Penalty: 4699.414062
	Iteration 11Q: 3 clusters Score -1591448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1591480.625000 Penalty: 4699.414062
	Iteration 12Q: 3 clusters Score -1591481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1591504.750000 Penalty: 4699.414062
	Iteration 13Q: 3 clusters Score -1591505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1591527.375000 Penalty: 4699.414062
	Iteration 14Q: 3 clusters Score -1591527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1591560.000000 Penalty: 4699.414062
	Iteration 15Q: 3 clusters Score -1591560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1591576.125000 Penalty: 4699.414062
	Iteration 16Q: 3 clusters Score -1591576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1591589.125000 Penalty: 4699.414062
	Iteration 17Q: 3 clusters Score -1591589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1591598.500000 Penalty: 4699.414062
	Iteration 18Q: 3 clusters Score -1591598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1591606.875000 Penalty: 4699.414062
	Iteration 19Q: 3 clusters Score -1591607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1591617.875000 Penalty: 4699.414062
	Iteration 20F: 3 clusters Score -1591618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1591627.125000 Penalty: 4699.414062
	Iteration 21Q: 3 clusters Score -1591627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1591632.750000 Penalty: 4699.414062
	Iteration 22Q: 3 clusters Score -1591633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1591638.125000 Penalty: 4699.414062
	Iteration 23Q: 3 clusters Score -1591638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1591638.625000 Penalty: 4699.414062
	Iteration 24Q: 3 clusters Score -1591639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1591646.250000 Penalty: 4699.414062
	Iteration 25Q: 3 clusters Score -1591646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1591644.625000 Penalty: 4699.414062
	Iteration 26Q: 3 clusters Score -1591645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1591644.125000 Penalty: 4699.414062
	Iteration 27Q: 3 clusters Score -1591644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1591646.625000 Penalty: 4699.414062
	Iteration 28Q: 3 clusters Score -1591647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1591654.875000 Penalty: 4699.414062
	Iteration 29Q: 3 clusters Score -1591655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1591659.875000 Penalty: 4699.414062
	Iteration 30Q: 3 clusters Score -1591660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1591659.750000 Penalty: 4699.414062
	Iteration 31Q: 3 clusters Score -1591660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1591662.000000 Penalty: 4699.414062
	Iteration 32Q: 3 clusters Score -1591662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1591667.250000 Penalty: 4699.414062
	Iteration 33Q: 3 clusters Score -1591667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1591668.625000 Penalty: 4699.414062
	Iteration 34Q: 3 clusters Score -1591669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1591669.125000 Penalty: 4699.414062
	Iteration 35Q: 3 clusters Score -1591669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1591669.625000 Penalty: 4699.414062
	Iteration 36Q: 3 clusters Score -1591670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1591671.750000 Penalty: 4699.414062
	Iteration 37Q: 3 clusters Score -1591672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1591672.125000 Penalty: 4699.414062
	Iteration 38Q: 3 clusters Score -1591672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1591670.250000 Penalty: 4699.414062
	Iteration 39Q: 3 clusters Score -1591670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1591670.250000 Penalty: 4699.414062
	Iteration 40F: 3 clusters Score -1591670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1591672.500000 Penalty: 4699.414062
	Iteration 41Q: 3 clusters Score -1591672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1591671.375000 Penalty: 4699.414062
	Iteration 42Q: 3 clusters Score -1591671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1591675.125000 Penalty: 4699.414062
	Iteration 43Q: 3 clusters Score -1591675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1591677.125000 Penalty: 4699.414062
	Iteration 44Q: 3 clusters Score -1591677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1591684.125000 Penalty: 4699.414062
	Iteration 45Q: 3 clusters Score -1591684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1591691.000000 Penalty: 4699.414062
	Iteration 46Q: 3 clusters Score -1591691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1591691.000000 Penalty: 4699.414062
	Iteration 47Q: 3 clusters Score -1591691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1591694.625000 Penalty: 4699.414062
	Iteration 48Q: 3 clusters Score -1591695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1591702.000000 Penalty: 4699.414062
	Iteration 49Q: 3 clusters Score -1591702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1591711.000000 Penalty: 4699.414062
	Iteration 50Q: 3 clusters Score -1591711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1591716.500000 Penalty: 4699.414062
	Iteration 51Q: 3 clusters Score -1591716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1591723.000000 Penalty: 4699.414062
	Iteration 52Q: 3 clusters Score -1591723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1591728.625000 Penalty: 4699.414062
	Iteration 53Q: 3 clusters Score -1591729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1591731.125000 Penalty: 4699.414062
	Iteration 54Q: 3 clusters Score -1591731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1591735.375000 Penalty: 4699.414062
	Iteration 55Q: 3 clusters Score -1591735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1591742.500000 Penalty: 4699.414062
	Iteration 56Q: 3 clusters Score -1591742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1591749.500000 Penalty: 4699.414062
	Iteration 57Q: 3 clusters Score -1591750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1591760.500000 Penalty: 4699.414062
	Iteration 58Q: 3 clusters Score -1591760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1591771.125000 Penalty: 4699.414062
	Iteration 59Q: 3 clusters Score -1591771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1591780.375000 Penalty: 4699.414062
	Iteration 60F: 3 clusters Score -1591780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1591788.000000 Penalty: 4699.414062
	Iteration 61Q: 3 clusters Score -1591788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1591790.000000 Penalty: 4699.414062
	Iteration 62Q: 3 clusters Score -1591790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1591790.875000 Penalty: 4699.414062
	Iteration 63Q: 3 clusters Score -1591791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1591790.500000 Penalty: 4699.414062
	Iteration 64Q: 3 clusters Score -1591790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1591790.500000 Penalty: 4699.414062
	Iteration 65F: 3 clusters Score -1591790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -415669.125000 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -415669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -412171.125000 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -412171.1 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -412894.281250 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -412894.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -413062.906250 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -413062.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -413162.875000 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -413162.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413230.156250 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -413230.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -413274.093750 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -413274.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -413309.687500 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -413309.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -413343.593750 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -413343.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -413368.531250 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -413368.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -413390.656250 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -413390.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -413403.875000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -413403.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -413416.062500 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -413416.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -413428.031250 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -413428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -413443.875000 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -413443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -413457.218750 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -413457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -413467.906250 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -413467.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -413480.406250 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -413480.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -413496.625000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -413496.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -413514.968750 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -413515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413535.562500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -413535.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -413554.156250 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -413554.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -413569.375000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -413569.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -413583.875000 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -413583.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -413596.156250 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -413596.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413611.781250 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -413611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -413628.437500 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -413628.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -413653.593750 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -413653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -413676.031250 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -413676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -413705.500000 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -413705.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -413737.312500 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -413737.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -413773.843750 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -413773.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -413822.093750 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -413822.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -413867.437500 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -413867.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -413905.187500 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -413905.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -413945.218750 Penalty: 4019.783203
	Iteration 34Q: 3 clusters Score -413945.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -413974.968750 Penalty: 4019.783203
	Iteration 35Q: 3 clusters Score -413975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -414001.468750 Penalty: 4019.783203
	Iteration 36Q: 3 clusters Score -414001.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -414028.000000 Penalty: 4019.783203
	Iteration 37Q: 3 clusters Score -414028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -414050.343750 Penalty: 4019.783203
	Iteration 38Q: 3 clusters Score -414050.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -414063.437500 Penalty: 4019.783203
	Iteration 39Q: 3 clusters Score -414063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -414076.375000 Penalty: 4019.783203
	Iteration 40F: 3 clusters Score -414076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -414084.218750 Penalty: 4019.783203
	Iteration 41Q: 3 clusters Score -414084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -414091.593750 Penalty: 4019.783203
	Iteration 42Q: 3 clusters Score -414091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -414097.843750 Penalty: 4019.783203
	Iteration 43Q: 3 clusters Score -414097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -414100.937500 Penalty: 4019.783203
	Iteration 44Q: 3 clusters Score -414100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414102.562500 Penalty: 4019.783203
	Iteration 45Q: 3 clusters Score -414102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414102.562500 Penalty: 4019.783203
	Iteration 46F: 3 clusters Score -414102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -699068.812500 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -699068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -694247.562500 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -694247.6 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -695390.750000 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -695390.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -695621.937500 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -695621.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -695775.875000 Penalty: 4276.111816
	Iteration 3F: 3 clusters Score -695775.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -695917.375000 Penalty: 4276.111816
	Iteration 4Q: 3 clusters Score -695917.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -696040.937500 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -696040.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -696144.000000 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -696144 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -696272.750000 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -696272.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -696391.000000 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -696391 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -696519.687500 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -696519.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -696640.937500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -696640.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -696749.750000 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -696749.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -696837.250000 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -696837.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -696919.875000 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -696919.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -696998.062500 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -696998.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -697064.062500 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -697064.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -697114.250000 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -697114.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -697142.562500 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -697142.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -697161.062500 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -697161.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -697179.687500 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -697179.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -697197.062500 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -697197.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -697209.312500 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -697209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -697222.937500 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -697222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -697234.937500 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -697234.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -697244.000000 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -697244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -697246.750000 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -697246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -697251.375000 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -697251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -697255.937500 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -697255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -697257.562500 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -697257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -697258.562500 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -697258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -697259.750000 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -697259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -697259.625000 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -697259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -697261.687500 Penalty: 4276.111816
	Iteration 32Q: 3 clusters Score -697261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -697263.187500 Penalty: 4276.111816
	Iteration 33Q: 3 clusters Score -697263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -697263.875000 Penalty: 4276.111816
	Iteration 34Q: 3 clusters Score -697263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -697263.875000 Penalty: 4276.111816
	Iteration 35F: 3 clusters Score -697263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Entering Unmasked Estep 
Score: -2153669.750000 Penalty: 2436.207031
	Iteration 0F: 2 clusters Score -2153670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2140571.500000 Penalty: 4872.414062
	Iteration 0F: 3 clusters Score -2140572 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2144988.250000 Penalty: 4872.414062
	Iteration 1F: 3 clusters Score -2144988 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2145525.750000 Penalty: 4872.414062
	Iteration 2F: 3 clusters Score -2145526 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2146047.000000 Penalty: 4872.414062
	Iteration 3F: 3 clusters Score -2146047 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2146527.500000 Penalty: 4872.414062
	Iteration 4F: 3 clusters Score -2146528 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2147016.250000 Penalty: 4872.414062
	Iteration 5Q: 3 clusters Score -2147016 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2147551.500000 Penalty: 4872.414062
	Iteration 6Q: 3 clusters Score -2147552 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2148152.000000 Penalty: 4872.414062
	Iteration 7F: 3 clusters Score -2148152 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2148839.750000 Penalty: 4872.414062
	Iteration 8F: 3 clusters Score -2148840 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2149509.250000 Penalty: 4872.414062
	Iteration 9Q: 3 clusters Score -2149509 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2150089.250000 Penalty: 4872.414062
	Iteration 10Q: 3 clusters Score -2150089 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2150464.250000 Penalty: 4872.414062
	Iteration 11Q: 3 clusters Score -2150464 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2150733.500000 Penalty: 4872.414062
	Iteration 12Q: 3 clusters Score -2150734 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2150915.250000 Penalty: 4872.414062
	Iteration 13Q: 3 clusters Score -2150915 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2151036.000000 Penalty: 4872.414062
	Iteration 14Q: 3 clusters Score -2151036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2151138.000000 Penalty: 4872.414062
	Iteration 15Q: 3 clusters Score -2151138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2151228.000000 Penalty: 4872.414062
	Iteration 16Q: 3 clusters Score -2151228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2151307.250000 Penalty: 4872.414062
	Iteration 17Q: 3 clusters Score -2151307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2151367.000000 Penalty: 4872.414062
	Iteration 18Q: 3 clusters Score -2151367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2151413.500000 Penalty: 4872.414062
	Iteration 19Q: 3 clusters Score -2151414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2151457.000000 Penalty: 4872.414062
	Iteration 20F: 3 clusters Score -2151457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2151487.750000 Penalty: 4872.414062
	Iteration 21Q: 3 clusters Score -2151488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2151514.500000 Penalty: 4872.414062
	Iteration 22Q: 3 clusters Score -2151514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2151530.500000 Penalty: 4872.414062
	Iteration 23Q: 3 clusters Score -2151530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2151551.750000 Penalty: 4872.414062
	Iteration 24Q: 3 clusters Score -2151552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2151572.250000 Penalty: 4872.414062
	Iteration 25Q: 3 clusters Score -2151572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2151588.500000 Penalty: 4872.414062
	Iteration 26Q: 3 clusters Score -2151588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2151606.000000 Penalty: 4872.414062
	Iteration 27Q: 3 clusters Score -2151606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2151626.500000 Penalty: 4872.414062
	Iteration 28Q: 3 clusters Score -2151626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2151642.250000 Penalty: 4872.414062
	Iteration 29Q: 3 clusters Score -2151642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2151666.750000 Penalty: 4872.414062
	Iteration 30Q: 3 clusters Score -2151667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2151691.250000 Penalty: 4872.414062
	Iteration 31Q: 3 clusters Score -2151691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2151722.500000 Penalty: 4872.414062
	Iteration 32Q: 3 clusters Score -2151722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2151751.500000 Penalty: 4872.414062
	Iteration 33Q: 3 clusters Score -2151752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2151781.000000 Penalty: 4872.414062
	Iteration 34Q: 3 clusters Score -2151781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2151801.750000 Penalty: 4872.414062
	Iteration 35Q: 3 clusters Score -2151802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2151824.000000 Penalty: 4872.414062
	Iteration 36Q: 3 clusters Score -2151824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2151846.000000 Penalty: 4872.414062
	Iteration 37Q: 3 clusters Score -2151846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2151861.750000 Penalty: 4872.414062
	Iteration 38Q: 3 clusters Score -2151862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2151882.250000 Penalty: 4872.414062
	Iteration 39Q: 3 clusters Score -2151882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2151898.250000 Penalty: 4872.414062
	Iteration 40F: 3 clusters Score -2151898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2151912.250000 Penalty: 4872.414062
	Iteration 41Q: 3 clusters Score -2151912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2151921.000000 Penalty: 4872.414062
	Iteration 42Q: 3 clusters Score -2151921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2151927.250000 Penalty: 4872.414062
	Iteration 43Q: 3 clusters Score -2151927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2151937.250000 Penalty: 4872.414062
	Iteration 44Q: 3 clusters Score -2151937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2151936.250000 Penalty: 4872.414062
	Iteration 45Q: 3 clusters Score -2151936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2151938.750000 Penalty: 4872.414062
	Iteration 46Q: 3 clusters Score -2151939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2151946.750000 Penalty: 4872.414062
	Iteration 47Q: 3 clusters Score -2151947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2151952.750000 Penalty: 4872.414062
	Iteration 48Q: 3 clusters Score -2151953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2151953.000000 Penalty: 4872.414062
	Iteration 49Q: 3 clusters Score -2151953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2151964.000000 Penalty: 4872.414062
	Iteration 50Q: 3 clusters Score -2151964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2151960.000000 Penalty: 4872.414062
	Iteration 51Q: 3 clusters Score -2151960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2151967.750000 Penalty: 4872.414062
	Iteration 52Q: 3 clusters Score -2151968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2151967.500000 Penalty: 4872.414062
	Iteration 53Q: 3 clusters Score -2151968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2151973.000000 Penalty: 4872.414062
	Iteration 54Q: 3 clusters Score -2151973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2151977.500000 Penalty: 4872.414062
	Iteration 55Q: 3 clusters Score -2151978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2151977.250000 Penalty: 4872.414062
	Iteration 56Q: 3 clusters Score -2151977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2151977.750000 Penalty: 4872.414062
	Iteration 57Q: 3 clusters Score -2151978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2151984.000000 Penalty: 4872.414062
	Iteration 58Q: 3 clusters Score -2151984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2151988.250000 Penalty: 4872.414062
	Iteration 59Q: 3 clusters Score -2151988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2151988.250000 Penalty: 4872.414062
	Iteration 60F: 3 clusters Score -2151988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2151992.500000 Penalty: 4872.414062
	Iteration 61Q: 3 clusters Score -2151992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2151992.500000 Penalty: 4872.414062
	Iteration 62Q: 3 clusters Score -2151992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2151992.500000 Penalty: 4872.414062
	Iteration 63Q: 3 clusters Score -2151992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2151992.500000 Penalty: 4872.414062
	Iteration 64F: 3 clusters Score -2151992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -287530.937500 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -287530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -284632.593750 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -284632.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285175.781250 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -285175.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285303.250000 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -285303.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285362.812500 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -285362.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285408.281250 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -285408.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285445.937500 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -285445.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285478.531250 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -285478.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285501.750000 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -285501.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -285517.406250 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -285517.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285536.500000 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -285536.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285552.000000 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -285552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285559.187500 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -285559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285566.312500 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -285566.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -285573.093750 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -285573.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -285578.843750 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -285578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -285586.250000 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -285586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -285598.718750 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -285598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -285612.062500 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -285612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285619.375000 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -285619.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -285627.031250 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -285627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -285636.093750 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -285636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -285641.718750 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -285641.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -285645.281250 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -285645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -285647.656250 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -285647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -285649.781250 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -285649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285649.468750 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -285649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285649.468750 Penalty: 3856.953125
	Iteration 26F: 3 clusters Score -285649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -1075997.750000 Penalty: 2242.367188
	Iteration 0F: 2 clusters Score -1075998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1069338.250000 Penalty: 4484.734375
	Iteration 0F: 3 clusters Score -1069338 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1071144.250000 Penalty: 4484.734375
	Iteration 1F: 3 clusters Score -1071144 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1071394.875000 Penalty: 4484.734375
	Iteration 2F: 3 clusters Score -1071395 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1071552.875000 Penalty: 4484.734375
	Iteration 3Q: 3 clusters Score -1071553 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1071666.000000 Penalty: 4484.734375
	Iteration 4Q: 3 clusters Score -1071666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1071765.250000 Penalty: 4484.734375
	Iteration 5Q: 3 clusters Score -1071765 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1071833.250000 Penalty: 4484.734375
	Iteration 6Q: 3 clusters Score -1071833 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1071893.875000 Penalty: 4484.734375
	Iteration 7Q: 3 clusters Score -1071894 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1071948.000000 Penalty: 4484.734375
	Iteration 8Q: 3 clusters Score -1071948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1071991.375000 Penalty: 4484.734375
	Iteration 9Q: 3 clusters Score -1071991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1072030.625000 Penalty: 4484.734375
	Iteration 10Q: 3 clusters Score -1072031 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1072081.250000 Penalty: 4484.734375
	Iteration 11Q: 3 clusters Score -1072081 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1072140.000000 Penalty: 4484.734375
	Iteration 12Q: 3 clusters Score -1072140 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1072202.375000 Penalty: 4484.734375
	Iteration 13Q: 3 clusters Score -1072202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1072266.375000 Penalty: 4484.734375
	Iteration 14Q: 3 clusters Score -1072266 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1072351.625000 Penalty: 4484.734375
	Iteration 15Q: 3 clusters Score -1072352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1072442.625000 Penalty: 4484.734375
	Iteration 16Q: 3 clusters Score -1072443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1072538.625000 Penalty: 4484.734375
	Iteration 17Q: 3 clusters Score -1072539 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1072630.750000 Penalty: 4484.734375
	Iteration 18Q: 3 clusters Score -1072631 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1072722.750000 Penalty: 4484.734375
	Iteration 19Q: 3 clusters Score -1072723 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1072809.000000 Penalty: 4484.734375
	Iteration 20F: 3 clusters Score -1072809 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1072895.500000 Penalty: 4484.734375
	Iteration 21Q: 3 clusters Score -1072896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1073011.125000 Penalty: 4484.734375
	Iteration 22Q: 3 clusters Score -1073011 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1073118.500000 Penalty: 4484.734375
	Iteration 23Q: 3 clusters Score -1073118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1073216.625000 Penalty: 4484.734375
	Iteration 24Q: 3 clusters Score -1073217 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1073317.750000 Penalty: 4484.734375
	Iteration 25Q: 3 clusters Score -1073318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1073394.000000 Penalty: 4484.734375
	Iteration 26Q: 3 clusters Score -1073394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1073474.750000 Penalty: 4484.734375
	Iteration 27Q: 3 clusters Score -1073475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1073540.375000 Penalty: 4484.734375
	Iteration 28Q: 3 clusters Score -1073540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1073613.875000 Penalty: 4484.734375
	Iteration 29Q: 3 clusters Score -1073614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1073672.375000 Penalty: 4484.734375
	Iteration 30Q: 3 clusters Score -1073672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1073710.625000 Penalty: 4484.734375
	Iteration 31Q: 3 clusters Score -1073711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1073746.625000 Penalty: 4484.734375
	Iteration 32Q: 3 clusters Score -1073747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1073775.750000 Penalty: 4484.734375
	Iteration 33Q: 3 clusters Score -1073776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1073806.500000 Penalty: 4484.734375
	Iteration 34Q: 3 clusters Score -1073806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1073830.000000 Penalty: 4484.734375
	Iteration 35Q: 3 clusters Score -1073830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1073851.875000 Penalty: 4484.734375
	Iteration 36Q: 3 clusters Score -1073852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1073869.875000 Penalty: 4484.734375
	Iteration 37Q: 3 clusters Score -1073870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1073880.625000 Penalty: 4484.734375
	Iteration 38Q: 3 clusters Score -1073881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1073890.000000 Penalty: 4484.734375
	Iteration 39Q: 3 clusters Score -1073890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1073897.000000 Penalty: 4484.734375
	Iteration 40F: 3 clusters Score -1073897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1073903.500000 Penalty: 4484.734375
	Iteration 41Q: 3 clusters Score -1073904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1073914.375000 Penalty: 4484.734375
	Iteration 42Q: 3 clusters Score -1073914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1073930.750000 Penalty: 4484.734375
	Iteration 43Q: 3 clusters Score -1073931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1073941.375000 Penalty: 4484.734375
	Iteration 44Q: 3 clusters Score -1073941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1073954.875000 Penalty: 4484.734375
	Iteration 45Q: 3 clusters Score -1073955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1073964.000000 Penalty: 4484.734375
	Iteration 46Q: 3 clusters Score -1073964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1073976.375000 Penalty: 4484.734375
	Iteration 47Q: 3 clusters Score -1073976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1073988.375000 Penalty: 4484.734375
	Iteration 48Q: 3 clusters Score -1073988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1073997.625000 Penalty: 4484.734375
	Iteration 49Q: 3 clusters Score -1073998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1074006.375000 Penalty: 4484.734375
	Iteration 50Q: 3 clusters Score -1074006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1074011.500000 Penalty: 4484.734375
	Iteration 51Q: 3 clusters Score -1074012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1074014.125000 Penalty: 4484.734375
	Iteration 52Q: 3 clusters Score -1074014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1074017.250000 Penalty: 4484.734375
	Iteration 53Q: 3 clusters Score -1074017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1074018.875000 Penalty: 4484.734375
	Iteration 54Q: 3 clusters Score -1074019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1074018.875000 Penalty: 4484.734375
	Iteration 55F: 3 clusters Score -1074019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -722737.687500 Penalty: 2159.865479
	Iteration 0F: 2 clusters Score -722737.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -717503.250000 Penalty: 4319.730957
	Iteration 0F: 3 clusters Score -717503.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -718839.875000 Penalty: 4319.730957
	Iteration 1F: 3 clusters Score -718839.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -719126.062500 Penalty: 4319.730957
	Iteration 2F: 3 clusters Score -719126.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -719339.625000 Penalty: 4319.730957
	Iteration 3F: 3 clusters Score -719339.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -719528.187500 Penalty: 4319.730957
	Iteration 4Q: 3 clusters Score -719528.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -719707.250000 Penalty: 4319.730957
	Iteration 5Q: 3 clusters Score -719707.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -719906.937500 Penalty: 4319.730957
	Iteration 6Q: 3 clusters Score -719906.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -720099.000000 Penalty: 4319.730957
	Iteration 7Q: 3 clusters Score -720099 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -720269.125000 Penalty: 4319.730957
	Iteration 8Q: 3 clusters Score -720269.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -720419.625000 Penalty: 4319.730957
	Iteration 9Q: 3 clusters Score -720419.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -720538.000000 Penalty: 4319.730957
	Iteration 10Q: 3 clusters Score -720538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -720618.625000 Penalty: 4319.730957
	Iteration 11Q: 3 clusters Score -720618.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -720686.812500 Penalty: 4319.730957
	Iteration 12Q: 3 clusters Score -720686.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -720745.312500 Penalty: 4319.730957
	Iteration 13Q: 3 clusters Score -720745.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -720791.750000 Penalty: 4319.730957
	Iteration 14Q: 3 clusters Score -720791.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -720830.000000 Penalty: 4319.730957
	Iteration 15Q: 3 clusters Score -720830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -720872.187500 Penalty: 4319.730957
	Iteration 16Q: 3 clusters Score -720872.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -720903.875000 Penalty: 4319.730957
	Iteration 17Q: 3 clusters Score -720903.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -720931.000000 Penalty: 4319.730957
	Iteration 18Q: 3 clusters Score -720931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -720953.500000 Penalty: 4319.730957
	Iteration 19Q: 3 clusters Score -720953.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -720974.687500 Penalty: 4319.730957
	Iteration 20F: 3 clusters Score -720974.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -720997.125000 Penalty: 4319.730957
	Iteration 21Q: 3 clusters Score -720997.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -721013.562500 Penalty: 4319.730957
	Iteration 22Q: 3 clusters Score -721013.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -721025.937500 Penalty: 4319.730957
	Iteration 23Q: 3 clusters Score -721025.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -721038.000000 Penalty: 4319.730957
	Iteration 24Q: 3 clusters Score -721038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -721050.437500 Penalty: 4319.730957
	Iteration 25Q: 3 clusters Score -721050.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -721064.937500 Penalty: 4319.730957
	Iteration 26Q: 3 clusters Score -721064.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -721081.062500 Penalty: 4319.730957
	Iteration 27Q: 3 clusters Score -721081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -721090.937500 Penalty: 4319.730957
	Iteration 28Q: 3 clusters Score -721090.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -721103.000000 Penalty: 4319.730957
	Iteration 29Q: 3 clusters Score -721103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -721118.937500 Penalty: 4319.730957
	Iteration 30Q: 3 clusters Score -721118.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -721130.937500 Penalty: 4319.730957
	Iteration 31Q: 3 clusters Score -721130.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -721141.000000 Penalty: 4319.730957
	Iteration 32Q: 3 clusters Score -721141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -721147.750000 Penalty: 4319.730957
	Iteration 33Q: 3 clusters Score -721147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -721154.125000 Penalty: 4319.730957
	Iteration 34Q: 3 clusters Score -721154.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -721160.250000 Penalty: 4319.730957
	Iteration 35Q: 3 clusters Score -721160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -721167.062500 Penalty: 4319.730957
	Iteration 36Q: 3 clusters Score -721167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -721177.125000 Penalty: 4319.730957
	Iteration 37Q: 3 clusters Score -721177.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -721195.062500 Penalty: 4319.730957
	Iteration 38Q: 3 clusters Score -721195.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -721217.437500 Penalty: 4319.730957
	Iteration 39Q: 3 clusters Score -721217.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -721241.125000 Penalty: 4319.730957
	Iteration 40F: 3 clusters Score -721241.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -721278.625000 Penalty: 4319.730957
	Iteration 41Q: 3 clusters Score -721278.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -721310.500000 Penalty: 4319.730957
	Iteration 42Q: 3 clusters Score -721310.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -721336.625000 Penalty: 4319.730957
	Iteration 43Q: 3 clusters Score -721336.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -721359.125000 Penalty: 4319.730957
	Iteration 44Q: 3 clusters Score -721359.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -721385.750000 Penalty: 4319.730957
	Iteration 45Q: 3 clusters Score -721385.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -721407.875000 Penalty: 4319.730957
	Iteration 46Q: 3 clusters Score -721407.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -721427.562500 Penalty: 4319.730957
	Iteration 47Q: 3 clusters Score -721427.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -721449.062500 Penalty: 4319.730957
	Iteration 48Q: 3 clusters Score -721449.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -721471.312500 Penalty: 4319.730957
	Iteration 49Q: 3 clusters Score -721471.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -721496.375000 Penalty: 4319.730957
	Iteration 50Q: 3 clusters Score -721496.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -721523.062500 Penalty: 4319.730957
	Iteration 51Q: 3 clusters Score -721523.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -721546.437500 Penalty: 4319.730957
	Iteration 52Q: 3 clusters Score -721546.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -721564.812500 Penalty: 4319.730957
	Iteration 53Q: 3 clusters Score -721564.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -721579.562500 Penalty: 4319.730957
	Iteration 54Q: 3 clusters Score -721579.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -721597.312500 Penalty: 4319.730957
	Iteration 55Q: 3 clusters Score -721597.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -721616.625000 Penalty: 4319.730957
	Iteration 56Q: 3 clusters Score -721616.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -721632.812500 Penalty: 4319.730957
	Iteration 57Q: 3 clusters Score -721632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -721646.062500 Penalty: 4319.730957
	Iteration 58Q: 3 clusters Score -721646.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -721654.125000 Penalty: 4319.730957
	Iteration 59Q: 3 clusters Score -721654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -721663.187500 Penalty: 4319.730957
	Iteration 60F: 3 clusters Score -721663.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -721669.062500 Penalty: 4319.730957
	Iteration 61Q: 3 clusters Score -721669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -721669.125000 Penalty: 4319.730957
	Iteration 62Q: 3 clusters Score -721669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -721671.437500 Penalty: 4319.730957
	Iteration 63Q: 3 clusters Score -721671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -721671.500000 Penalty: 4319.730957
	Iteration 64Q: 3 clusters Score -721671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -721673.500000 Penalty: 4319.730957
	Iteration 65Q: 3 clusters Score -721673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -721675.562500 Penalty: 4319.730957
	Iteration 66Q: 3 clusters Score -721675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -721675.062500 Penalty: 4319.730957
	Iteration 67Q: 3 clusters Score -721675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -721676.125000 Penalty: 4319.730957
	Iteration 68Q: 3 clusters Score -721676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -721674.562500 Penalty: 4319.730957
	Iteration 69Q: 3 clusters Score -721674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -721674.562500 Penalty: 4319.730957
	Iteration 70F: 3 clusters Score -721674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -135219.828125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -135219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133224.171875 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -133224.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133713.687500 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -133713.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133988.890625 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -133988.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134214.468750 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -134214.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134463.734375 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -134463.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134643.703125 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -134643.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134750.062500 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -134750.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -134831.812500 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -134831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134878.421875 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -134878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134899.343750 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -134899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134906.031250 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -134906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134907.281250 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -134907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134910.468750 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -134910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134911.593750 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -134911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134914.000000 Penalty: 3513.360352
	Iteration 14F: 3 clusters Score -134914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134948.671875 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -134948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134956.187500 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -134956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134963.578125 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -134963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134963.578125 Penalty: 3513.360352
	Iteration 18F: 3 clusters Score -134963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25021.281250 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -25021.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23896.859375 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -23896.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24105.871094 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -24105.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24357.089844 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -24357.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24437.429688 Penalty: 2784.111572
	Iteration 3F: 3 clusters Score -24437.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24483.066406 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -24483.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24521.769531 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -24521.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24534.691406 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -24534.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24552.365234 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -24552.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24556.414062 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -24556.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24559.960938 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -24559.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24562.505859 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -24562.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24570.595703 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -24570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24577.050781 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -24577.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24577.050781 Penalty: 2784.111572
	Iteration 13F: 3 clusters Score -24577.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -39187.796875 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -39187.8 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 180 members 
Entering Unmasked Estep 
Score: -37841.253906 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -37841.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37963.359375 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -37963.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38005.578125 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -38005.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38033.210938 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -38033.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38041.222656 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -38041.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38060.585938 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -38060.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38081.007812 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -38081.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38094.781250 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -38094.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38108.480469 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -38108.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38121.121094 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -38121.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38122.089844 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -38122.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38122.089844 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -38122.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -857784.312500 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -857784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -851993.625000 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -851993.6 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -853422.812500 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -853422.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -853692.312500 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -853692.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -853889.625000 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -853889.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -854028.250000 Penalty: 4393.327637
	Iteration 4Q: 3 clusters Score -854028.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -854167.812500 Penalty: 4393.327637
	Iteration 5Q: 3 clusters Score -854167.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -854295.687500 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -854295.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -854380.437500 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -854380.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -854459.500000 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -854459.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -854516.375000 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -854516.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -854577.937500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -854577.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -854641.375000 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -854641.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -854721.937500 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -854721.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -854803.562500 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -854803.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -854876.562500 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -854876.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -854963.687500 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -854963.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -855069.375000 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -855069.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -855162.437500 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -855162.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -855240.500000 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -855240.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -855308.187500 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -855308.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -855364.187500 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -855364.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -855424.750000 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -855424.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -855485.125000 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -855485.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -855538.812500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -855538.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -855582.812500 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -855582.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -855621.000000 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -855621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -855650.625000 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -855650.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -855668.000000 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -855668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -855682.562500 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -855682.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -855699.375000 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -855699.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -855716.750000 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -855716.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -855733.812500 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -855733.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -855748.875000 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -855748.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -855760.437500 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -855760.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -855779.437500 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -855779.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -855799.375000 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -855799.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -855822.062500 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -855822.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -855843.312500 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -855843.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -855867.187500 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -855867.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -855892.625000 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -855892.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -855912.875000 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -855912.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -855937.000000 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -855937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -855959.687500 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -855959.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -855977.250000 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -855977.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -855995.937500 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -855995.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -856005.250000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -856005.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -856014.437500 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -856014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -856022.562500 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -856022.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -856032.437500 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -856032.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -856041.312500 Penalty: 4393.327637
	Iteration 49Q: 3 clusters Score -856041.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -856050.312500 Penalty: 4393.327637
	Iteration 50Q: 3 clusters Score -856050.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -856062.187500 Penalty: 4393.327637
	Iteration 51Q: 3 clusters Score -856062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -856074.187500 Penalty: 4393.327637
	Iteration 52Q: 3 clusters Score -856074.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -856083.187500 Penalty: 4393.327637
	Iteration 53Q: 3 clusters Score -856083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -856089.937500 Penalty: 4393.327637
	Iteration 54Q: 3 clusters Score -856089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -856098.062500 Penalty: 4393.327637
	Iteration 55Q: 3 clusters Score -856098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -856099.375000 Penalty: 4393.327637
	Iteration 56Q: 3 clusters Score -856099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -856098.812500 Penalty: 4393.327637
	Iteration 57Q: 3 clusters Score -856098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -856101.312500 Penalty: 4393.327637
	Iteration 58Q: 3 clusters Score -856101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -856106.687500 Penalty: 4393.327637
	Iteration 59Q: 3 clusters Score -856106.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -856109.625000 Penalty: 4393.327637
	Iteration 60F: 3 clusters Score -856109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -856114.875000 Penalty: 4393.327637
	Iteration 61Q: 3 clusters Score -856114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -856115.187500 Penalty: 4393.327637
	Iteration 62Q: 3 clusters Score -856115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -856117.250000 Penalty: 4393.327637
	Iteration 63Q: 3 clusters Score -856117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -856117.250000 Penalty: 4393.327637
	Iteration 64F: 3 clusters Score -856117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (86702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Entering Unmasked Estep 
Score: -10958350.000000 Penalty: 2819.817627
	Iteration 0F: 2 clusters Score -1.095835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10900130.000000 Penalty: 5639.635254
	Iteration 0F: 3 clusters Score -1.090013e+07 nChanged 40976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -10924176.000000 Penalty: 5639.635254
	Iteration 1F: 3 clusters Score -1.092418e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -10925571.000000 Penalty: 5639.635254
	Iteration 2Q: 3 clusters Score -1.092557e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -10927380.000000 Penalty: 5639.635254
	Iteration 3Q: 3 clusters Score -1.092738e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -10929977.000000 Penalty: 5639.635254
	Iteration 4F: 3 clusters Score -1.092998e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -10933652.000000 Penalty: 5639.635254
	Iteration 5F: 3 clusters Score -1.093365e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -10938521.000000 Penalty: 5639.635254
	Iteration 6F: 3 clusters Score -1.093852e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -10943622.000000 Penalty: 5639.635254
	Iteration 7F: 3 clusters Score -1.094362e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -10947534.000000 Penalty: 5639.635254
	Iteration 8F: 3 clusters Score -1.094753e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -10949846.000000 Penalty: 5639.635254
	Iteration 9Q: 3 clusters Score -1.094985e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -10951136.000000 Penalty: 5639.635254
	Iteration 10Q: 3 clusters Score -1.095114e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -10951831.000000 Penalty: 5639.635254
	Iteration 11Q: 3 clusters Score -1.095183e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -10952426.000000 Penalty: 5639.635254
	Iteration 12Q: 3 clusters Score -1.095243e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -10952876.000000 Penalty: 5639.635254
	Iteration 13Q: 3 clusters Score -1.095288e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -10953215.000000 Penalty: 5639.635254
	Iteration 14Q: 3 clusters Score -1.095322e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -10953528.000000 Penalty: 5639.635254
	Iteration 15Q: 3 clusters Score -1.095353e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -10953895.000000 Penalty: 5639.635254
	Iteration 16Q: 3 clusters Score -1.09539e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -10954196.000000 Penalty: 5639.635254
	Iteration 17Q: 3 clusters Score -1.09542e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -10954405.000000 Penalty: 5639.635254
	Iteration 18Q: 3 clusters Score -1.09544e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -10954626.000000 Penalty: 5639.635254
	Iteration 19Q: 3 clusters Score -1.095463e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -10954752.000000 Penalty: 5639.635254
	Iteration 20F: 3 clusters Score -1.095475e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -10954929.000000 Penalty: 5639.635254
	Iteration 21Q: 3 clusters Score -1.095493e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -10955073.000000 Penalty: 5639.635254
	Iteration 22Q: 3 clusters Score -1.095507e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -10955161.000000 Penalty: 5639.635254
	Iteration 23Q: 3 clusters Score -1.095516e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -10955278.000000 Penalty: 5639.635254
	Iteration 24Q: 3 clusters Score -1.095528e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10955386.000000 Penalty: 5639.635254
	Iteration 25Q: 3 clusters Score -1.095539e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -10955443.000000 Penalty: 5639.635254
	Iteration 26Q: 3 clusters Score -1.095544e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -10955539.000000 Penalty: 5639.635254
	Iteration 27Q: 3 clusters Score -1.095554e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -10955579.000000 Penalty: 5639.635254
	Iteration 28Q: 3 clusters Score -1.095558e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -10955630.000000 Penalty: 5639.635254
	Iteration 29Q: 3 clusters Score -1.095563e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10955682.000000 Penalty: 5639.635254
	Iteration 30Q: 3 clusters Score -1.095568e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10955730.000000 Penalty: 5639.635254
	Iteration 31Q: 3 clusters Score -1.095573e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10955738.000000 Penalty: 5639.635254
	Iteration 32Q: 3 clusters Score -1.095574e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10955771.000000 Penalty: 5639.635254
	Iteration 33Q: 3 clusters Score -1.095577e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -10955773.000000 Penalty: 5639.635254
	Iteration 34Q: 3 clusters Score -1.095577e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10955810.000000 Penalty: 5639.635254
	Iteration 35Q: 3 clusters Score -1.095581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10955832.000000 Penalty: 5639.635254
	Iteration 36Q: 3 clusters Score -1.095583e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10955855.000000 Penalty: 5639.635254
	Iteration 37Q: 3 clusters Score -1.095586e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10955876.000000 Penalty: 5639.635254
	Iteration 38Q: 3 clusters Score -1.095588e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10955876.000000 Penalty: 5639.635254
	Iteration 39Q: 3 clusters Score -1.095588e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10955879.000000 Penalty: 5639.635254
	Iteration 40F: 3 clusters Score -1.095588e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10955902.000000 Penalty: 5639.635254
	Iteration 41Q: 3 clusters Score -1.09559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10955936.000000 Penalty: 5639.635254
	Iteration 42Q: 3 clusters Score -1.095594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10955919.000000 Penalty: 5639.635254
	Iteration 43Q: 3 clusters Score -1.095592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10955937.000000 Penalty: 5639.635254
	Iteration 44Q: 3 clusters Score -1.095594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10955948.000000 Penalty: 5639.635254
	Iteration 45Q: 3 clusters Score -1.095595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10955931.000000 Penalty: 5639.635254
	Iteration 46Q: 3 clusters Score -1.095593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10955949.000000 Penalty: 5639.635254
	Iteration 47Q: 3 clusters Score -1.095595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10955953.000000 Penalty: 5639.635254
	Iteration 48Q: 3 clusters Score -1.095595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10955964.000000 Penalty: 5639.635254
	Iteration 49Q: 3 clusters Score -1.095596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10955967.000000 Penalty: 5639.635254
	Iteration 50Q: 3 clusters Score -1.095597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -10955971.000000 Penalty: 5639.635254
	Iteration 51Q: 3 clusters Score -1.095597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10955977.000000 Penalty: 5639.635254
	Iteration 52Q: 3 clusters Score -1.095598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10955958.000000 Penalty: 5639.635254
	Iteration 53Q: 3 clusters Score -1.095596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10955965.000000 Penalty: 5639.635254
	Iteration 54Q: 3 clusters Score -1.095596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10955961.000000 Penalty: 5639.635254
	Iteration 55Q: 3 clusters Score -1.095596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -10955960.000000 Penalty: 5639.635254
	Iteration 56Q: 3 clusters Score -1.095596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10955968.000000 Penalty: 5639.635254
	Iteration 57Q: 3 clusters Score -1.095597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10955964.000000 Penalty: 5639.635254
	Iteration 58Q: 3 clusters Score -1.095596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10955965.000000 Penalty: 5639.635254
	Iteration 59Q: 3 clusters Score -1.095596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10955971.000000 Penalty: 5639.635254
	Iteration 60F: 3 clusters Score -1.095597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10955975.000000 Penalty: 5639.635254
	Iteration 61Q: 3 clusters Score -1.095598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10955976.000000 Penalty: 5639.635254
	Iteration 62Q: 3 clusters Score -1.095598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10955977.000000 Penalty: 5639.635254
	Iteration 63Q: 3 clusters Score -1.095598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10955991.000000 Penalty: 5639.635254
	Iteration 64Q: 3 clusters Score -1.095599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10955992.000000 Penalty: 5639.635254
	Iteration 65Q: 3 clusters Score -1.095599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10955997.000000 Penalty: 5639.635254
	Iteration 66Q: 3 clusters Score -1.0956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10956001.000000 Penalty: 5639.635254
	Iteration 67Q: 3 clusters Score -1.0956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10955992.000000 Penalty: 5639.635254
	Iteration 68Q: 3 clusters Score -1.095599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10956005.000000 Penalty: 5639.635254
	Iteration 69Q: 3 clusters Score -1.0956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10956002.000000 Penalty: 5639.635254
	Iteration 70Q: 3 clusters Score -1.0956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10956002.000000 Penalty: 5639.635254
	Iteration 71Q: 3 clusters Score -1.0956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10956003.000000 Penalty: 5639.635254
	Iteration 72Q: 3 clusters Score -1.0956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10956003.000000 Penalty: 5639.635254
	Iteration 73Q: 3 clusters Score -1.0956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10956004.000000 Penalty: 5639.635254
	Iteration 74Q: 3 clusters Score -1.0956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10956004.000000 Penalty: 5639.635254
	Iteration 75F: 3 clusters Score -1.0956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -19332.683594 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -19332.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18343.279297 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -18343.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18454.390625 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -18454.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18476.322266 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -18476.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18476.322266 Penalty: 2612.857666
	Iteration 3F: 3 clusters Score -18476.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Entering Unmasked Estep 
Score: -709942.937500 Penalty: 2176.489502
	Iteration 0F: 2 clusters Score -709942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -704471.000000 Penalty: 4352.979004
	Iteration 0F: 3 clusters Score -704471 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -706023.812500 Penalty: 4352.979004
	Iteration 1F: 3 clusters Score -706023.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -706455.312500 Penalty: 4352.979004
	Iteration 2F: 3 clusters Score -706455.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -706874.625000 Penalty: 4352.979004
	Iteration 3F: 3 clusters Score -706874.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -707246.437500 Penalty: 4352.979004
	Iteration 4F: 3 clusters Score -707246.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -707592.250000 Penalty: 4352.979004
	Iteration 5F: 3 clusters Score -707592.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -707920.312500 Penalty: 4352.979004
	Iteration 6F: 3 clusters Score -707920.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -708236.187500 Penalty: 4352.979004
	Iteration 7F: 3 clusters Score -708236.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -708477.437500 Penalty: 4352.979004
	Iteration 8Q: 3 clusters Score -708477.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -708665.625000 Penalty: 4352.979004
	Iteration 9Q: 3 clusters Score -708665.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -708781.687500 Penalty: 4352.979004
	Iteration 10Q: 3 clusters Score -708781.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -708872.500000 Penalty: 4352.979004
	Iteration 11Q: 3 clusters Score -708872.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -708945.312500 Penalty: 4352.979004
	Iteration 12Q: 3 clusters Score -708945.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -708993.875000 Penalty: 4352.979004
	Iteration 13Q: 3 clusters Score -708993.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -709029.000000 Penalty: 4352.979004
	Iteration 14Q: 3 clusters Score -709029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -709052.687500 Penalty: 4352.979004
	Iteration 15Q: 3 clusters Score -709052.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -709064.500000 Penalty: 4352.979004
	Iteration 16Q: 3 clusters Score -709064.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -709071.562500 Penalty: 4352.979004
	Iteration 17Q: 3 clusters Score -709071.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -709079.750000 Penalty: 4352.979004
	Iteration 18Q: 3 clusters Score -709079.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -709085.000000 Penalty: 4352.979004
	Iteration 19Q: 3 clusters Score -709085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -709085.125000 Penalty: 4352.979004
	Iteration 20F: 3 clusters Score -709085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -709085.062500 Penalty: 4352.979004
	Iteration 21Q: 3 clusters Score -709085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -709086.250000 Penalty: 4352.979004
	Iteration 22Q: 3 clusters Score -709086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -709086.250000 Penalty: 4352.979004
	Iteration 23F: 3 clusters Score -709086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -255338.171875 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -255338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -252676.156250 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -252676.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -253806.937500 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -253806.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -254448.781250 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -254448.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -254854.203125 Penalty: 3842.165039
	Iteration 3F: 3 clusters Score -254854.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -255184.125000 Penalty: 3842.165039
	Iteration 4F: 3 clusters Score -255184.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -255442.906250 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -255442.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -255658.218750 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -255658.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -255794.859375 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -255794.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -255867.203125 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -255867.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -255932.593750 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -255932.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -255974.031250 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -255974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -256009.281250 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -256009.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -256041.265625 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -256041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -256061.921875 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -256061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -256089.312500 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -256089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -256111.765625 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -256111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -256131.406250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -256131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -256139.250000 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -256139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -256151.421875 Penalty: 3842.165039
	Iteration 18F: 3 clusters Score -256151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -256159.671875 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -256159.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -256159.671875 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -256159.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 116966 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36581 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 322989 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158271 members 
Mstep: Class 22 contains 31476 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8449 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86702 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2000 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48658 members 
Mstep: Class 49 contains 313 members 
Entering Unmasked Estep 
Score: -142005792.000000 Penalty: 169800.968750
Splitting cluster 43 changes total score from -142006544.000000 to -142005792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -790349.562500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -790349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -784638.375000 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -784638.4 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -786235.750000 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -786235.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -786556.375000 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -786556.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -786789.437500 Penalty: 4384.137207
	Iteration 3F: 3 clusters Score -786789.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -786972.812500 Penalty: 4384.137207
	Iteration 4Q: 3 clusters Score -786972.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -787102.062500 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -787102.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -787233.250000 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -787233.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -787381.875000 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -787381.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -787541.562500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -787541.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -787685.875000 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -787685.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -787813.687500 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -787813.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -787935.437500 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -787935.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -788047.125000 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -788047.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -788148.312500 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -788148.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -788237.937500 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -788237.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -788326.937500 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -788326.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -788396.187500 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -788396.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -788450.812500 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -788450.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -788484.000000 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -788484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -788515.250000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -788515.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -788532.750000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -788532.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -788544.312500 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -788544.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -788560.062500 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -788560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -788569.562500 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -788569.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -788582.437500 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -788582.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -788593.250000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -788593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -788607.062500 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -788607.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -788624.250000 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -788624.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -788634.000000 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -788634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -788648.187500 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -788648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -788663.437500 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -788663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -788677.125000 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -788677.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -788701.312500 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -788701.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -788722.312500 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -788722.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -788749.812500 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -788749.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -788769.187500 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -788769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -788789.375000 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -788789.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -788801.750000 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -788801.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -788811.125000 Penalty: 4384.137207
	Iteration 38Q: 3 clusters Score -788811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -788814.062500 Penalty: 4384.137207
	Iteration 39Q: 3 clusters Score -788814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -788817.562500 Penalty: 4384.137207
	Iteration 40F: 3 clusters Score -788817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -788818.750000 Penalty: 4384.137207
	Iteration 41Q: 3 clusters Score -788818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -788818.750000 Penalty: 4384.137207
	Iteration 42Q: 3 clusters Score -788818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -788823.875000 Penalty: 4384.137207
	Iteration 43Q: 3 clusters Score -788823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -788827.875000 Penalty: 4384.137207
	Iteration 44Q: 3 clusters Score -788827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -788831.750000 Penalty: 4384.137207
	Iteration 45Q: 3 clusters Score -788831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -788833.187500 Penalty: 4384.137207
	Iteration 46Q: 3 clusters Score -788833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -788835.312500 Penalty: 4384.137207
	Iteration 47Q: 3 clusters Score -788835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -788836.625000 Penalty: 4384.137207
	Iteration 48Q: 3 clusters Score -788836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -788837.500000 Penalty: 4384.137207
	Iteration 49Q: 3 clusters Score -788837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -788837.750000 Penalty: 4384.137207
	Iteration 50Q: 3 clusters Score -788837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -788837.750000 Penalty: 4384.137207
	Iteration 51Q: 3 clusters Score -788837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -788839.187500 Penalty: 4384.137207
	Iteration 52Q: 3 clusters Score -788839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -788841.250000 Penalty: 4384.137207
	Iteration 53Q: 3 clusters Score -788841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -788841.812500 Penalty: 4384.137207
	Iteration 54Q: 3 clusters Score -788841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -788842.312500 Penalty: 4384.137207
	Iteration 55Q: 3 clusters Score -788842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -788842.312500 Penalty: 4384.137207
	Iteration 56F: 3 clusters Score -788842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15870.965820 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -15870.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14884.228516 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -14884.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15010.089844 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -15010.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15048.293945 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -15048.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15059.928711 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -15059.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15065.990234 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -15065.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15065.990234 Penalty: 2610.294189
	Iteration 5F: 3 clusters Score -15065.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -195896.328125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -195896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -193512.140625 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -193512.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193921.062500 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -193921.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194027.343750 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -194027.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194079.015625 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -194079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194112.375000 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -194112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194125.484375 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -194125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194133.859375 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -194133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194142.234375 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -194142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194150.953125 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -194151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194157.234375 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -194157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194170.984375 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -194171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -194177.250000 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -194177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194185.609375 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -194185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194192.640625 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -194192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194197.734375 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -194197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194201.890625 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -194201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194207.093750 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -194207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194207.656250 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -194207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194208.500000 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -194208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194209.921875 Penalty: 3671.313477
	Iteration 19Q: 3 clusters Score -194209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194212.640625 Penalty: 3671.313477
	Iteration 20F: 3 clusters Score -194212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -194213.687500 Penalty: 3671.313477
	Iteration 21Q: 3 clusters Score -194213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -194214.187500 Penalty: 3671.313477
	Iteration 22Q: 3 clusters Score -194214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -194214.718750 Penalty: 3671.313477
	Iteration 23Q: 3 clusters Score -194214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -194215.250000 Penalty: 3671.313477
	Iteration 24Q: 3 clusters Score -194215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194215.781250 Penalty: 3671.313477
	Iteration 25Q: 3 clusters Score -194215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194215.781250 Penalty: 3671.313477
	Iteration 26F: 3 clusters Score -194215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -51352.726562 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -51352.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49853.675781 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -49853.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50031.511719 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -50031.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50070.867188 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -50070.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50092.632812 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -50092.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50111.074219 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -50111.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50124.507812 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -50124.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50132.492188 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -50132.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50132.492188 Penalty: 3052.809570
	Iteration 7F: 3 clusters Score -50132.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (48658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Entering Unmasked Estep 
Score: -6000175.500000 Penalty: 2676.557617
	Iteration 0F: 2 clusters Score -6000176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5967509.000000 Penalty: 5353.115234
	Iteration 0F: 3 clusters Score -5967509 nChanged 22434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5980038.000000 Penalty: 5353.115234
	Iteration 1F: 3 clusters Score -5980038 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5980622.500000 Penalty: 5353.115234
	Iteration 2Q: 3 clusters Score -5980622 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5981238.000000 Penalty: 5353.115234
	Iteration 3Q: 3 clusters Score -5981238 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5981965.000000 Penalty: 5353.115234
	Iteration 4Q: 3 clusters Score -5981965 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5982722.500000 Penalty: 5353.115234
	Iteration 5Q: 3 clusters Score -5982722 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -5983644.500000 Penalty: 5353.115234
	Iteration 6Q: 3 clusters Score -5983644 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5984672.000000 Penalty: 5353.115234
	Iteration 7Q: 3 clusters Score -5984672 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -5985916.000000 Penalty: 5353.115234
	Iteration 8Q: 3 clusters Score -5985916 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5987408.000000 Penalty: 5353.115234
	Iteration 9Q: 3 clusters Score -5987408 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5989160.000000 Penalty: 5353.115234
	Iteration 10F: 3 clusters Score -5989160 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -5990961.500000 Penalty: 5353.115234
	Iteration 11Q: 3 clusters Score -5990962 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5992639.000000 Penalty: 5353.115234
	Iteration 12Q: 3 clusters Score -5992639 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5993919.500000 Penalty: 5353.115234
	Iteration 13Q: 3 clusters Score -5993920 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5994966.000000 Penalty: 5353.115234
	Iteration 14Q: 3 clusters Score -5994966 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5995725.000000 Penalty: 5353.115234
	Iteration 15Q: 3 clusters Score -5995725 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5996330.000000 Penalty: 5353.115234
	Iteration 16Q: 3 clusters Score -5996330 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5996762.000000 Penalty: 5353.115234
	Iteration 17Q: 3 clusters Score -5996762 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5997119.500000 Penalty: 5353.115234
	Iteration 18Q: 3 clusters Score -5997120 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5997388.500000 Penalty: 5353.115234
	Iteration 19Q: 3 clusters Score -5997388 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5997609.500000 Penalty: 5353.115234
	Iteration 20F: 3 clusters Score -5997610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5997737.000000 Penalty: 5353.115234
	Iteration 21Q: 3 clusters Score -5997737 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5997854.000000 Penalty: 5353.115234
	Iteration 22Q: 3 clusters Score -5997854 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5997940.000000 Penalty: 5353.115234
	Iteration 23Q: 3 clusters Score -5997940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5997984.500000 Penalty: 5353.115234
	Iteration 24Q: 3 clusters Score -5997984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5998026.000000 Penalty: 5353.115234
	Iteration 25Q: 3 clusters Score -5998026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5998062.500000 Penalty: 5353.115234
	Iteration 26Q: 3 clusters Score -5998062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5998077.000000 Penalty: 5353.115234
	Iteration 27Q: 3 clusters Score -5998077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5998105.500000 Penalty: 5353.115234
	Iteration 28Q: 3 clusters Score -5998106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5998109.500000 Penalty: 5353.115234
	Iteration 29Q: 3 clusters Score -5998110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5998127.500000 Penalty: 5353.115234
	Iteration 30Q: 3 clusters Score -5998128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5998146.500000 Penalty: 5353.115234
	Iteration 31Q: 3 clusters Score -5998146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5998146.500000 Penalty: 5353.115234
	Iteration 32Q: 3 clusters Score -5998146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5998159.500000 Penalty: 5353.115234
	Iteration 33Q: 3 clusters Score -5998160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5998157.500000 Penalty: 5353.115234
	Iteration 34Q: 3 clusters Score -5998158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5998157.500000 Penalty: 5353.115234
	Iteration 35Q: 3 clusters Score -5998158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5998156.000000 Penalty: 5353.115234
	Iteration 36Q: 3 clusters Score -5998156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5998159.000000 Penalty: 5353.115234
	Iteration 37Q: 3 clusters Score -5998159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5998164.000000 Penalty: 5353.115234
	Iteration 38Q: 3 clusters Score -5998164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5998161.500000 Penalty: 5353.115234
	Iteration 39Q: 3 clusters Score -5998162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5998165.500000 Penalty: 5353.115234
	Iteration 40F: 3 clusters Score -5998166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5998166.500000 Penalty: 5353.115234
	Iteration 41Q: 3 clusters Score -5998166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5998170.000000 Penalty: 5353.115234
	Iteration 42Q: 3 clusters Score -5998170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5998167.000000 Penalty: 5353.115234
	Iteration 43Q: 3 clusters Score -5998167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5998167.000000 Penalty: 5353.115234
	Iteration 44Q: 3 clusters Score -5998167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5998167.000000 Penalty: 5353.115234
	Iteration 45F: 3 clusters Score -5998167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51333 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 116966 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36581 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 19 contains 322989 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158271 members 
Mstep: Class 22 contains 31476 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8449 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86702 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006336.000000 Penalty: 166335.640625
Iteration 479Q: 49 clusters Score -1.420063e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51336 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116940 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40105 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36577 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25364 members 
Mstep: Class 19 contains 323152 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158277 members 
Mstep: Class 22 contains 31479 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39103 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18678 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3318 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 18461 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86545 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006496.000000 Penalty: 166335.640625
Iteration 480F: 49 clusters Score -1.420065e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51338 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116918 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36577 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25361 members 
Mstep: Class 19 contains 323296 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158282 members 
Mstep: Class 22 contains 31483 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18678 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 18464 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8459 members 
Mstep: Class 35 contains 6057 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86378 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006512.000000 Penalty: 166335.640625
Iteration 481Q: 49 clusters Score -1.420065e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51341 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116907 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36574 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25366 members 
Mstep: Class 19 contains 323429 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158292 members 
Mstep: Class 22 contains 31482 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18676 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10964 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 18464 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8464 members 
Mstep: Class 35 contains 6057 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86226 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6898 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006368.000000 Penalty: 166335.640625
Iteration 482Q: 49 clusters Score -1.420064e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51349 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116901 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40112 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36575 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25371 members 
Mstep: Class 19 contains 323552 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158300 members 
Mstep: Class 22 contains 31482 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39100 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18674 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10964 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8466 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 86066 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6896 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006384.000000 Penalty: 166335.640625
Iteration 483Q: 49 clusters Score -1.420064e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51354 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116888 members 
Mstep: Class 9 contains 28321 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36573 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 323674 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158301 members 
Mstep: Class 22 contains 31487 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18675 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10962 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8471 members 
Mstep: Class 35 contains 6061 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85925 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6895 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006352.000000 Penalty: 166335.640625
Iteration 484Q: 49 clusters Score -1.420064e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51359 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116892 members 
Mstep: Class 9 contains 28322 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40109 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36573 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25379 members 
Mstep: Class 19 contains 323801 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158309 members 
Mstep: Class 22 contains 31491 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18674 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3338 members 
Mstep: Class 31 contains 5547 members 
Mstep: Class 32 contains 18466 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8473 members 
Mstep: Class 35 contains 6063 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85758 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6895 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006240.000000 Penalty: 166335.640625
Iteration 485Q: 49 clusters Score -1.420062e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51362 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 116884 members 
Mstep: Class 9 contains 28323 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40111 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36569 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 323908 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158315 members 
Mstep: Class 22 contains 31496 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39100 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18674 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10961 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3345 members 
Mstep: Class 31 contains 5545 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8474 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85628 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6894 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006240.000000 Penalty: 166335.640625
Iteration 486Q: 49 clusters Score -1.420062e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51364 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5020 members 
Mstep: Class 8 contains 116882 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 36566 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 324017 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158323 members 
Mstep: Class 22 contains 31494 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18671 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10960 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 5545 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8474 members 
Mstep: Class 35 contains 6063 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85506 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6894 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006160.000000 Penalty: 166335.640625
Iteration 487Q: 49 clusters Score -1.420062e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51368 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5020 members 
Mstep: Class 8 contains 116882 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40114 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 324118 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158326 members 
Mstep: Class 22 contains 31488 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 18666 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 5544 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8474 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85387 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6894 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142005968.000000 Penalty: 166335.640625
Iteration 488Q: 49 clusters Score -1.42006e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51372 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 116873 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40114 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25382 members 
Mstep: Class 19 contains 324214 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158333 members 
Mstep: Class 22 contains 31478 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18666 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 5544 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8470 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85291 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006096.000000 Penalty: 166335.640625
Iteration 489Q: 49 clusters Score -1.420061e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51374 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5014 members 
Mstep: Class 8 contains 116861 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40117 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36560 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25379 members 
Mstep: Class 19 contains 324333 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158335 members 
Mstep: Class 22 contains 31475 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18669 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 5543 members 
Mstep: Class 32 contains 18469 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8471 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85176 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6893 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006240.000000 Penalty: 166335.640625
Iteration 490Q: 49 clusters Score -1.420062e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51376 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5010 members 
Mstep: Class 8 contains 116835 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40119 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 4792 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25380 members 
Mstep: Class 19 contains 324448 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158343 members 
Mstep: Class 22 contains 31475 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39100 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18667 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 5542 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8473 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 85063 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006160.000000 Penalty: 166335.640625
Iteration 491Q: 49 clusters Score -1.420062e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51378 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5006 members 
Mstep: Class 8 contains 116820 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36556 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25377 members 
Mstep: Class 19 contains 324557 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158347 members 
Mstep: Class 22 contains 31471 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39100 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18662 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 5540 members 
Mstep: Class 32 contains 18470 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8476 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84964 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006064.000000 Penalty: 166335.640625
Iteration 492Q: 49 clusters Score -1.420061e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51382 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 116800 members 
Mstep: Class 9 contains 28330 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36555 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 324664 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158354 members 
Mstep: Class 22 contains 31471 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18657 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8479 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84858 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6891 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006080.000000 Penalty: 166335.640625
Iteration 493Q: 49 clusters Score -1.420061e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51385 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 116780 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36555 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 324770 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158365 members 
Mstep: Class 22 contains 31462 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18654 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8477 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84766 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006144.000000 Penalty: 166335.640625
Iteration 494Q: 49 clusters Score -1.420061e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51389 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 116763 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36556 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25376 members 
Mstep: Class 19 contains 324855 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158368 members 
Mstep: Class 22 contains 31459 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39102 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18649 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8479 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84681 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006320.000000 Penalty: 166335.640625
Iteration 495Q: 49 clusters Score -1.420063e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51396 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 116749 members 
Mstep: Class 9 contains 28329 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36557 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 324932 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158374 members 
Mstep: Class 22 contains 31458 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18645 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10958 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3390 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8480 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84594 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006384.000000 Penalty: 166335.640625
Iteration 496Q: 49 clusters Score -1.420064e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51399 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 116728 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36559 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 325020 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158382 members 
Mstep: Class 22 contains 31461 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39100 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18643 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10957 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3394 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8481 members 
Mstep: Class 35 contains 6065 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84500 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6893 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006496.000000 Penalty: 166335.640625
Iteration 497Q: 49 clusters Score -1.420065e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51403 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 116712 members 
Mstep: Class 9 contains 28327 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36560 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 325101 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158387 members 
Mstep: Class 22 contains 31462 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18641 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10956 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8481 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84412 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6892 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006384.000000 Penalty: 166335.640625
Iteration 498Q: 49 clusters Score -1.420064e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51403 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 116705 members 
Mstep: Class 9 contains 28327 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40111 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25374 members 
Mstep: Class 19 contains 325168 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158393 members 
Mstep: Class 22 contains 31469 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39099 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18643 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10956 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8483 members 
Mstep: Class 35 contains 6062 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84326 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6891 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006320.000000 Penalty: 166335.640625
Iteration 499Q: 49 clusters Score -1.420063e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 51408 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 116693 members 
Mstep: Class 9 contains 28327 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 325245 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 158403 members 
Mstep: Class 22 contains 31468 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 39099 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 18646 members 
Mstep: Class 27 contains 321 members 
Mstep: Class 28 contains 10956 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 3397 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 18468 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 8484 members 
Mstep: Class 35 contains 6063 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 361 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 84234 members 
Mstep: Class 41 contains 194 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6889 members 
Mstep: Class 45 contains 193 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 48882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142006416.000000 Penalty: 166335.640625
Iteration 500F: 49 clusters Score -1.420064e+08 nChanged 188
Maximum iterations exceeded
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -432640000.000000 Penalty: 179413.531250
24->49 Clusters: Score -432640000.000000, best is -433076160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1170672 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 48583 members 
Mstep: Class 3 contains 48888 members 
Mstep: Class 4 contains 48766 members 
Mstep: Class 5 contains 48632 members 
Mstep: Class 6 contains 49234 members 
Mstep: Class 7 contains 48531 members 
Mstep: Class 8 contains 48881 members 
Mstep: Class 9 contains 48942 members 
Mstep: Class 10 contains 48714 members 
Mstep: Class 11 contains 48572 members 
Mstep: Class 12 contains 48553 members 
Mstep: Class 13 contains 48838 members 
Mstep: Class 14 contains 48771 members 
Mstep: Class 15 contains 48734 members 
Mstep: Class 16 contains 48851 members 
Mstep: Class 17 contains 48777 members 
Mstep: Class 18 contains 48890 members 
Mstep: Class 19 contains 48895 members 
Mstep: Class 20 contains 48609 members 
Mstep: Class 21 contains 48817 members 
Mstep: Class 22 contains 48986 members 
Mstep: Class 23 contains 48799 members 
Mstep: Class 24 contains 48481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1240.720459 but Gain 3465.328125
Score: -133157704.000000 Penalty: 79702.492188
Iteration 0F: 24 clusters Score -1.331577e+08 nChanged 1121192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5419 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 32235 members 
Mstep: Class 3 contains 31956 members 
Mstep: Class 4 contains 17050 members 
Mstep: Class 5 contains 9193 members 
Mstep: Class 6 contains 39736 members 
Mstep: Class 7 contains 77886 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 17092 members 
Mstep: Class 10 contains 21162 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 448221 members 
Mstep: Class 13 contains 27218 members 
Mstep: Class 14 contains 23742 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 16 contains 42129 members 
Mstep: Class 17 contains 37934 members 
Mstep: Class 18 contains 30430 members 
Mstep: Class 19 contains 10636 members 
Mstep: Class 20 contains 24079 members 
Mstep: Class 21 contains 19123 members 
Mstep: Class 22 contains 57485 members 
Mstep: Class 24 contains 111388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3119.675781 but Gain 3465.320312
Score: -138685600.000000 Penalty: 76237.171875
Iteration 1F: 23 clusters Score -1.386856e+08 nChanged 479167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4676 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 26253 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 6865 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 35426 members 
Mstep: Class 7 contains 56242 members 
Mstep: Class 8 contains 14304 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 13386 members 
Mstep: Class 11 contains 7512 members 
Mstep: Class 12 contains 617633 members 
Mstep: Class 13 contains 22776 members 
Mstep: Class 14 contains 17374 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 33368 members 
Mstep: Class 17 contains 41838 members 
Mstep: Class 18 contains 19313 members 
Mstep: Class 20 contains 22006 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 45683 members 
Mstep: Class 24 contains 101589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139736608.000000 Penalty: 76237.171875
Iteration 2F: 23 clusters Score -1.397366e+08 nChanged 285280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3422 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 34434 members 
Mstep: Class 3 contains 18052 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 39572 members 
Mstep: Class 7 contains 40862 members 
Mstep: Class 8 contains 15580 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 620179 members 
Mstep: Class 13 contains 21292 members 
Mstep: Class 14 contains 18853 members 
Mstep: Class 15 contains 4935 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 44714 members 
Mstep: Class 18 contains 14494 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 48402 members 
Mstep: Class 24 contains 96988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140373632.000000 Penalty: 76237.171875
Iteration 3F: 23 clusters Score -1.403736e+08 nChanged 189523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 49731 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 48647 members 
Mstep: Class 7 contains 29220 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 21746 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 571760 members 
Mstep: Class 13 contains 24613 members 
Mstep: Class 14 contains 22221 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 38751 members 
Mstep: Class 17 contains 41796 members 
Mstep: Class 18 contains 12160 members 
Mstep: Class 20 contains 33028 members 
Mstep: Class 21 contains 17468 members 
Mstep: Class 22 contains 61557 members 
Mstep: Class 24 contains 95852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140769104.000000 Penalty: 76237.171875
Iteration 4F: 23 clusters Score -1.407691e+08 nChanged 146486
Entering Unmasked Mstep 
Mstep: Class 0 contains 1304 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 64936 members 
Mstep: Class 3 contains 17944 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 54706 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 17638 members 
Mstep: Class 9 contains 9499 members 
Mstep: Class 10 contains 35326 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 524540 members 
Mstep: Class 13 contains 29839 members 
Mstep: Class 14 contains 26711 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 33928 members 
Mstep: Class 17 contains 38853 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 20 contains 36550 members 
Mstep: Class 21 contains 17965 members 
Mstep: Class 22 contains 68645 members 
Mstep: Class 24 contains 97916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141074832.000000 Penalty: 76237.171875
Iteration 5F: 23 clusters Score -1.410748e+08 nChanged 116088
Entering Unmasked Mstep 
Mstep: Class 0 contains 950 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 73970 members 
Mstep: Class 3 contains 16471 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 57476 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 8 contains 17802 members 
Mstep: Class 9 contains 12360 members 
Mstep: Class 10 contains 51356 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 493099 members 
Mstep: Class 13 contains 35199 members 
Mstep: Class 14 contains 30343 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 27769 members 
Mstep: Class 17 contains 36330 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 20 contains 38659 members 
Mstep: Class 21 contains 17426 members 
Mstep: Class 22 contains 68728 members 
Mstep: Class 24 contains 102085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141231584.000000 Penalty: 76237.171875
Iteration 6F: 23 clusters Score -1.412316e+08 nChanged 91940
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 78494 members 
Mstep: Class 3 contains 15084 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 1496 members 
Mstep: Class 6 contains 57442 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 17864 members 
Mstep: Class 9 contains 15075 members 
Mstep: Class 10 contains 65789 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 472811 members 
Mstep: Class 13 contains 41329 members 
Mstep: Class 14 contains 32615 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 22876 members 
Mstep: Class 17 contains 33915 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 39643 members 
Mstep: Class 21 contains 16750 members 
Mstep: Class 22 contains 65471 members 
Mstep: Class 24 contains 106556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141344032.000000 Penalty: 76237.171875
Iteration 7F: 23 clusters Score -1.41344e+08 nChanged 74034
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 81237 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 55390 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 17889 members 
Mstep: Class 9 contains 17181 members 
Mstep: Class 10 contains 78211 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 457325 members 
Mstep: Class 13 contains 48636 members 
Mstep: Class 14 contains 33860 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 19422 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 20 contains 40145 members 
Mstep: Class 21 contains 16091 members 
Mstep: Class 22 contains 61018 members 
Mstep: Class 24 contains 110911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141430352.000000 Penalty: 76237.171875
Iteration 8F: 23 clusters Score -1.414304e+08 nChanged 61590
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 83377 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 7475 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 51679 members 
Mstep: Class 7 contains 12981 members 
Mstep: Class 8 contains 17899 members 
Mstep: Class 9 contains 18850 members 
Mstep: Class 10 contains 88988 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 445174 members 
Mstep: Class 13 contains 56499 members 
Mstep: Class 14 contains 33987 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 29808 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 20 contains 40358 members 
Mstep: Class 21 contains 15807 members 
Mstep: Class 22 contains 55996 members 
Mstep: Class 24 contains 114859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141485728.000000 Penalty: 76237.171875
Iteration 9F: 23 clusters Score -1.414857e+08 nChanged 53396
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 85042 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 7680 members 
Mstep: Class 5 contains 1590 members 
Mstep: Class 6 contains 47293 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 17897 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 98244 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 434289 members 
Mstep: Class 13 contains 64880 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 15815 members 
Mstep: Class 17 contains 27927 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 20 contains 40471 members 
Mstep: Class 21 contains 15799 members 
Mstep: Class 22 contains 50730 members 
Mstep: Class 24 contains 118575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141525312.000000 Penalty: 76237.171875
Iteration 10Q: 23 clusters Score -1.415253e+08 nChanged 46785
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 86618 members 
Mstep: Class 3 contains 12332 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 43047 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 17896 members 
Mstep: Class 9 contains 21945 members 
Mstep: Class 10 contains 106063 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 423255 members 
Mstep: Class 13 contains 73528 members 
Mstep: Class 14 contains 32608 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 15065 members 
Mstep: Class 17 contains 26228 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 20 contains 40573 members 
Mstep: Class 21 contains 15790 members 
Mstep: Class 22 contains 45666 members 
Mstep: Class 24 contains 122218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141560016.000000 Penalty: 76237.171875
Iteration 11Q: 23 clusters Score -1.4156e+08 nChanged 42669
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 88127 members 
Mstep: Class 3 contains 12304 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 39205 members 
Mstep: Class 7 contains 11870 members 
Mstep: Class 8 contains 17887 members 
Mstep: Class 9 contains 24116 members 
Mstep: Class 10 contains 112874 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 411688 members 
Mstep: Class 13 contains 82408 members 
Mstep: Class 14 contains 31323 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 14614 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 4984 members 
Mstep: Class 20 contains 40679 members 
Mstep: Class 21 contains 15595 members 
Mstep: Class 22 contains 40965 members 
Mstep: Class 24 contains 125692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141588400.000000 Penalty: 76237.171875
Iteration 12Q: 23 clusters Score -1.415884e+08 nChanged 39482
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 89451 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 35755 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 118955 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 398340 members 
Mstep: Class 13 contains 91148 members 
Mstep: Class 14 contains 29854 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 14465 members 
Mstep: Class 17 contains 23530 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 20 contains 40793 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 37971 members 
Mstep: Class 24 contains 129188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141615040.000000 Penalty: 76237.171875
Iteration 13Q: 23 clusters Score -1.41615e+08 nChanged 36432
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 32718 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 17863 members 
Mstep: Class 9 contains 28963 members 
Mstep: Class 10 contains 124328 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 383989 members 
Mstep: Class 13 contains 99533 members 
Mstep: Class 14 contains 28307 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 14526 members 
Mstep: Class 17 contains 22386 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 36783 members 
Mstep: Class 24 contains 132372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141637520.000000 Penalty: 76237.171875
Iteration 14Q: 23 clusters Score -1.416375e+08 nChanged 33920
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 91586 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 8204 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 29964 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 17834 members 
Mstep: Class 9 contains 31746 members 
Mstep: Class 10 contains 129301 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 369912 members 
Mstep: Class 13 contains 107560 members 
Mstep: Class 14 contains 26672 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 14773 members 
Mstep: Class 17 contains 21395 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 20 contains 41067 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 36243 members 
Mstep: Class 24 contains 134960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141658480.000000 Penalty: 76237.171875
Iteration 15Q: 23 clusters Score -1.416585e+08 nChanged 32487
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 92235 members 
Mstep: Class 3 contains 15137 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 27564 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 35050 members 
Mstep: Class 10 contains 133904 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 356319 members 
Mstep: Class 13 contains 115316 members 
Mstep: Class 14 contains 24981 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 15103 members 
Mstep: Class 17 contains 20532 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 20 contains 41179 members 
Mstep: Class 21 contains 14951 members 
Mstep: Class 22 contains 36074 members 
Mstep: Class 24 contains 136763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141675280.000000 Penalty: 76237.171875
Iteration 16Q: 23 clusters Score -1.416753e+08 nChanged 32423
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 92686 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 17750 members 
Mstep: Class 9 contains 38987 members 
Mstep: Class 10 contains 138428 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 342529 members 
Mstep: Class 13 contains 122862 members 
Mstep: Class 14 contains 23298 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 15450 members 
Mstep: Class 17 contains 19805 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 20 contains 41255 members 
Mstep: Class 21 contains 14891 members 
Mstep: Class 22 contains 36069 members 
Mstep: Class 24 contains 138216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141688464.000000 Penalty: 76237.171875
Iteration 17Q: 23 clusters Score -1.416885e+08 nChanged 32188
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 92848 members 
Mstep: Class 3 contains 17386 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 23355 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 17721 members 
Mstep: Class 9 contains 43419 members 
Mstep: Class 10 contains 142732 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 328615 members 
Mstep: Class 13 contains 130355 members 
Mstep: Class 14 contains 21637 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 15820 members 
Mstep: Class 17 contains 19173 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 20 contains 41254 members 
Mstep: Class 21 contains 14817 members 
Mstep: Class 22 contains 36243 members 
Mstep: Class 24 contains 139402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141700288.000000 Penalty: 76237.171875
Iteration 18Q: 23 clusters Score -1.417003e+08 nChanged 31143
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 92925 members 
Mstep: Class 3 contains 18464 members 
Mstep: Class 4 contains 9428 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 21662 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 17694 members 
Mstep: Class 9 contains 47924 members 
Mstep: Class 10 contains 146892 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 315064 members 
Mstep: Class 13 contains 137769 members 
Mstep: Class 14 contains 19978 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 18731 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 21 contains 14693 members 
Mstep: Class 22 contains 36555 members 
Mstep: Class 24 contains 140116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141715088.000000 Penalty: 76237.171875
Iteration 19Q: 23 clusters Score -1.417151e+08 nChanged 28172
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 92666 members 
Mstep: Class 3 contains 19480 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 20173 members 
Mstep: Class 7 contains 11734 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 9 contains 52044 members 
Mstep: Class 10 contains 150806 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 302702 members 
Mstep: Class 13 contains 145106 members 
Mstep: Class 14 contains 18430 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 16282 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 20 contains 41066 members 
Mstep: Class 21 contains 14571 members 
Mstep: Class 22 contains 36977 members 
Mstep: Class 24 contains 140228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141729120.000000 Penalty: 76237.171875
Iteration 20F: 23 clusters Score -1.417291e+08 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 92246 members 
Mstep: Class 3 contains 20544 members 
Mstep: Class 4 contains 10023 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 18571 members 
Mstep: Class 7 contains 11950 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 55886 members 
Mstep: Class 10 contains 154712 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 290930 members 
Mstep: Class 13 contains 152630 members 
Mstep: Class 14 contains 16970 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 16513 members 
Mstep: Class 17 contains 17329 members 
Mstep: Class 18 contains 4888 members 
Mstep: Class 20 contains 40842 members 
Mstep: Class 21 contains 14421 members 
Mstep: Class 22 contains 37379 members 
Mstep: Class 24 contains 139939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141741168.000000 Penalty: 76237.171875
Iteration 21Q: 23 clusters Score -1.417412e+08 nChanged 26878
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 91601 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 17227 members 
Mstep: Class 7 contains 12279 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 59208 members 
Mstep: Class 10 contains 158905 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 280344 members 
Mstep: Class 13 contains 160147 members 
Mstep: Class 14 contains 15586 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 16571 members 
Mstep: Class 17 contains 16253 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 20 contains 40526 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 37800 members 
Mstep: Class 24 contains 139202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141753520.000000 Penalty: 76237.171875
Iteration 22Q: 23 clusters Score -1.417535e+08 nChanged 25540
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 90693 members 
Mstep: Class 3 contains 22330 members 
Mstep: Class 4 contains 10416 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 12635 members 
Mstep: Class 8 contains 17666 members 
Mstep: Class 9 contains 61957 members 
Mstep: Class 10 contains 163093 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 167468 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 16542 members 
Mstep: Class 17 contains 15250 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 20 contains 40163 members 
Mstep: Class 21 contains 14114 members 
Mstep: Class 22 contains 38301 members 
Mstep: Class 24 contains 138059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141764784.000000 Penalty: 76237.171875
Iteration 23Q: 23 clusters Score -1.417648e+08 nChanged 23560
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 89425 members 
Mstep: Class 3 contains 23061 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 15031 members 
Mstep: Class 7 contains 13059 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 64091 members 
Mstep: Class 10 contains 167053 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 262491 members 
Mstep: Class 13 contains 174691 members 
Mstep: Class 14 contains 13108 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 16456 members 
Mstep: Class 17 contains 14471 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 20 contains 39700 members 
Mstep: Class 21 contains 13967 members 
Mstep: Class 22 contains 38849 members 
Mstep: Class 24 contains 136595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141773664.000000 Penalty: 76237.171875
Iteration 24Q: 23 clusters Score -1.417737e+08 nChanged 21421
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 87990 members 
Mstep: Class 3 contains 23738 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 65902 members 
Mstep: Class 10 contains 170538 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 254998 members 
Mstep: Class 13 contains 181465 members 
Mstep: Class 14 contains 12073 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 16319 members 
Mstep: Class 17 contains 13997 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 20 contains 39083 members 
Mstep: Class 21 contains 13825 members 
Mstep: Class 22 contains 39392 members 
Mstep: Class 24 contains 135003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141780464.000000 Penalty: 76237.171875
Iteration 25Q: 23 clusters Score -1.417805e+08 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 86351 members 
Mstep: Class 3 contains 24308 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 13570 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 17673 members 
Mstep: Class 9 contains 67471 members 
Mstep: Class 10 contains 173635 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 248112 members 
Mstep: Class 13 contains 188126 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 16127 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 20 contains 38336 members 
Mstep: Class 21 contains 13706 members 
Mstep: Class 22 contains 39935 members 
Mstep: Class 24 contains 133291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141787072.000000 Penalty: 76237.171875
Iteration 26Q: 23 clusters Score -1.417871e+08 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 84646 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 13103 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 68783 members 
Mstep: Class 10 contains 176312 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 241980 members 
Mstep: Class 13 contains 194453 members 
Mstep: Class 14 contains 10381 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 15929 members 
Mstep: Class 17 contains 13466 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 20 contains 37293 members 
Mstep: Class 21 contains 13593 members 
Mstep: Class 22 contains 40485 members 
Mstep: Class 24 contains 131546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141792416.000000 Penalty: 76237.171875
Iteration 27Q: 23 clusters Score -1.417924e+08 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 82818 members 
Mstep: Class 3 contains 25331 members 
Mstep: Class 4 contains 10644 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 69815 members 
Mstep: Class 10 contains 178656 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 236817 members 
Mstep: Class 13 contains 200233 members 
Mstep: Class 14 contains 9708 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 15713 members 
Mstep: Class 17 contains 13283 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 20 contains 35974 members 
Mstep: Class 21 contains 13535 members 
Mstep: Class 22 contains 41045 members 
Mstep: Class 24 contains 129733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141797760.000000 Penalty: 76237.171875
Iteration 28Q: 23 clusters Score -1.417978e+08 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 25860 members 
Mstep: Class 4 contains 10560 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 18005 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 70691 members 
Mstep: Class 10 contains 180721 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 231820 members 
Mstep: Class 13 contains 206033 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 15498 members 
Mstep: Class 17 contains 13134 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 20 contains 34731 members 
Mstep: Class 21 contains 13509 members 
Mstep: Class 22 contains 41575 members 
Mstep: Class 24 contains 127905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141804224.000000 Penalty: 76237.171875
Iteration 29Q: 23 clusters Score -1.418042e+08 nChanged 16886
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 79469 members 
Mstep: Class 3 contains 26349 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 12231 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 71422 members 
Mstep: Class 10 contains 182538 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 226706 members 
Mstep: Class 13 contains 211998 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 13062 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 20 contains 33883 members 
Mstep: Class 21 contains 13510 members 
Mstep: Class 22 contains 42099 members 
Mstep: Class 24 contains 126045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141810464.000000 Penalty: 76237.171875
Iteration 30Q: 23 clusters Score -1.418105e+08 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 77977 members 
Mstep: Class 3 contains 26863 members 
Mstep: Class 4 contains 10302 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 12076 members 
Mstep: Class 7 contains 19909 members 
Mstep: Class 8 contains 17709 members 
Mstep: Class 9 contains 71973 members 
Mstep: Class 10 contains 184121 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 221900 members 
Mstep: Class 13 contains 217698 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 20 contains 33564 members 
Mstep: Class 21 contains 13549 members 
Mstep: Class 22 contains 42620 members 
Mstep: Class 24 contains 124244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141814992.000000 Penalty: 76237.171875
Iteration 31Q: 23 clusters Score -1.41815e+08 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 76566 members 
Mstep: Class 3 contains 27395 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 11957 members 
Mstep: Class 7 contains 20351 members 
Mstep: Class 8 contains 17731 members 
Mstep: Class 9 contains 72482 members 
Mstep: Class 10 contains 185413 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 217333 members 
Mstep: Class 13 contains 223112 members 
Mstep: Class 14 contains 7357 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14928 members 
Mstep: Class 17 contains 12965 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 20 contains 33666 members 
Mstep: Class 21 contains 13575 members 
Mstep: Class 22 contains 43127 members 
Mstep: Class 24 contains 122575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141818400.000000 Penalty: 76237.171875
Iteration 32Q: 23 clusters Score -1.418184e+08 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 75294 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 9951 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 17751 members 
Mstep: Class 9 contains 72895 members 
Mstep: Class 10 contains 186556 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 213048 members 
Mstep: Class 13 contains 228191 members 
Mstep: Class 14 contains 6859 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14781 members 
Mstep: Class 17 contains 12939 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 20 contains 33902 members 
Mstep: Class 21 contains 13623 members 
Mstep: Class 22 contains 43681 members 
Mstep: Class 24 contains 121020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141821520.000000 Penalty: 76237.171875
Iteration 33Q: 23 clusters Score -1.418215e+08 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 74089 members 
Mstep: Class 3 contains 28499 members 
Mstep: Class 4 contains 9761 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 11774 members 
Mstep: Class 7 contains 20755 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 73269 members 
Mstep: Class 10 contains 187513 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 208967 members 
Mstep: Class 13 contains 233068 members 
Mstep: Class 14 contains 6404 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 12891 members 
Mstep: Class 18 contains 4926 members 
Mstep: Class 20 contains 34129 members 
Mstep: Class 21 contains 13682 members 
Mstep: Class 22 contains 44222 members 
Mstep: Class 24 contains 119567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141823376.000000 Penalty: 76237.171875
Iteration 34Q: 23 clusters Score -1.418234e+08 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 73065 members 
Mstep: Class 3 contains 29052 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 11713 members 
Mstep: Class 7 contains 20879 members 
Mstep: Class 8 contains 17753 members 
Mstep: Class 9 contains 73526 members 
Mstep: Class 10 contains 188399 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 205021 members 
Mstep: Class 13 contains 237836 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14555 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 20 contains 34353 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 44754 members 
Mstep: Class 24 contains 118162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141825072.000000 Penalty: 76237.171875
Iteration 35Q: 23 clusters Score -1.418251e+08 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 72105 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 4 contains 9358 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 11684 members 
Mstep: Class 7 contains 20939 members 
Mstep: Class 8 contains 17749 members 
Mstep: Class 9 contains 73733 members 
Mstep: Class 10 contains 189288 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 200784 members 
Mstep: Class 13 contains 242693 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 20 contains 34556 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 45283 members 
Mstep: Class 24 contains 116939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141826912.000000 Penalty: 76237.171875
Iteration 36Q: 23 clusters Score -1.418269e+08 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 71332 members 
Mstep: Class 3 contains 30115 members 
Mstep: Class 4 contains 9171 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 11636 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 17765 members 
Mstep: Class 9 contains 73821 members 
Mstep: Class 10 contains 190094 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 196278 members 
Mstep: Class 13 contains 247687 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14372 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 20 contains 34724 members 
Mstep: Class 21 contains 13758 members 
Mstep: Class 22 contains 45806 members 
Mstep: Class 24 contains 115887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141827744.000000 Penalty: 76237.171875
Iteration 37Q: 23 clusters Score -1.418277e+08 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 70663 members 
Mstep: Class 3 contains 30662 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 11633 members 
Mstep: Class 7 contains 20976 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 73869 members 
Mstep: Class 10 contains 190790 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 191601 members 
Mstep: Class 13 contains 252951 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 4926 members 
Mstep: Class 20 contains 34863 members 
Mstep: Class 21 contains 13807 members 
Mstep: Class 22 contains 46355 members 
Mstep: Class 24 contains 114795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141828608.000000 Penalty: 76237.171875
Iteration 38Q: 23 clusters Score -1.418286e+08 nChanged 11491
Entering ConstructFrom: 
Score: -141828608.000000 Penalty: 76237.171875
Entering ConstructFrom: 
Trying to split cluster 1 (48163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Entering Unmasked Estep 
Score: -5885668.000000 Penalty: 2674.021973
	Iteration 0F: 2 clusters Score -5885668 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 24129 members 
Entering Unmasked Estep 
Score: -5853122.000000 Penalty: 5348.043945
	Iteration 0F: 3 clusters Score -5853122 nChanged 22261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5866348.000000 Penalty: 5348.043945
	Iteration 1F: 3 clusters Score -5866348 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5869055.000000 Penalty: 5348.043945
	Iteration 2F: 3 clusters Score -5869055 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5874526.000000 Penalty: 5348.043945
	Iteration 3F: 3 clusters Score -5874526 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5881631.500000 Penalty: 5348.043945
	Iteration 4F: 3 clusters Score -5881632 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -5885909.000000 Penalty: 5348.043945
	Iteration 5F: 3 clusters Score -5885909 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5888043.500000 Penalty: 5348.043945
	Iteration 6F: 3 clusters Score -5888044 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5889076.000000 Penalty: 5348.043945
	Iteration 7Q: 3 clusters Score -5889076 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -5889727.500000 Penalty: 5348.043945
	Iteration 8Q: 3 clusters Score -5889728 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5890127.000000 Penalty: 5348.043945
	Iteration 9Q: 3 clusters Score -5890127 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5890417.500000 Penalty: 5348.043945
	Iteration 10Q: 3 clusters Score -5890418 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5890670.500000 Penalty: 5348.043945
	Iteration 11Q: 3 clusters Score -5890670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -5890931.000000 Penalty: 5348.043945
	Iteration 12Q: 3 clusters Score -5890931 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5891175.500000 Penalty: 5348.043945
	Iteration 13Q: 3 clusters Score -5891176 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5891361.000000 Penalty: 5348.043945
	Iteration 14Q: 3 clusters Score -5891361 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5891469.000000 Penalty: 5348.043945
	Iteration 15Q: 3 clusters Score -5891469 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5891519.000000 Penalty: 5348.043945
	Iteration 16Q: 3 clusters Score -5891519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5891574.500000 Penalty: 5348.043945
	Iteration 17Q: 3 clusters Score -5891574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5891577.500000 Penalty: 5348.043945
	Iteration 18Q: 3 clusters Score -5891578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5891608.500000 Penalty: 5348.043945
	Iteration 19Q: 3 clusters Score -5891608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5891635.000000 Penalty: 5348.043945
	Iteration 20F: 3 clusters Score -5891635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5891632.500000 Penalty: 5348.043945
	Iteration 21Q: 3 clusters Score -5891632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5891642.000000 Penalty: 5348.043945
	Iteration 22Q: 3 clusters Score -5891642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5891651.000000 Penalty: 5348.043945
	Iteration 23Q: 3 clusters Score -5891651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5891662.000000 Penalty: 5348.043945
	Iteration 24Q: 3 clusters Score -5891662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5891659.500000 Penalty: 5348.043945
	Iteration 25Q: 3 clusters Score -5891660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5891673.000000 Penalty: 5348.043945
	Iteration 26Q: 3 clusters Score -5891673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5891670.000000 Penalty: 5348.043945
	Iteration 27Q: 3 clusters Score -5891670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5891659.000000 Penalty: 5348.043945
	Iteration 28Q: 3 clusters Score -5891659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5891667.500000 Penalty: 5348.043945
	Iteration 29Q: 3 clusters Score -5891668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -5891669.500000 Penalty: 5348.043945
	Iteration 30Q: 3 clusters Score -5891670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5891670.500000 Penalty: 5348.043945
	Iteration 31Q: 3 clusters Score -5891670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5891676.500000 Penalty: 5348.043945
	Iteration 32Q: 3 clusters Score -5891676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5891678.500000 Penalty: 5348.043945
	Iteration 33Q: 3 clusters Score -5891678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5891683.000000 Penalty: 5348.043945
	Iteration 34Q: 3 clusters Score -5891683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5891674.000000 Penalty: 5348.043945
	Iteration 35Q: 3 clusters Score -5891674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5891676.000000 Penalty: 5348.043945
	Iteration 36Q: 3 clusters Score -5891676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5891678.500000 Penalty: 5348.043945
	Iteration 37Q: 3 clusters Score -5891678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5891673.000000 Penalty: 5348.043945
	Iteration 38Q: 3 clusters Score -5891673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5891678.000000 Penalty: 5348.043945
	Iteration 39Q: 3 clusters Score -5891678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -5891681.000000 Penalty: 5348.043945
	Iteration 40F: 3 clusters Score -5891681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5891684.500000 Penalty: 5348.043945
	Iteration 41Q: 3 clusters Score -5891684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5891695.000000 Penalty: 5348.043945
	Iteration 42Q: 3 clusters Score -5891695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5891697.000000 Penalty: 5348.043945
	Iteration 43Q: 3 clusters Score -5891697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5891708.500000 Penalty: 5348.043945
	Iteration 44Q: 3 clusters Score -5891708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -5891704.500000 Penalty: 5348.043945
	Iteration 45Q: 3 clusters Score -5891704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5891711.500000 Penalty: 5348.043945
	Iteration 46Q: 3 clusters Score -5891712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5891705.500000 Penalty: 5348.043945
	Iteration 47Q: 3 clusters Score -5891706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5891714.000000 Penalty: 5348.043945
	Iteration 48Q: 3 clusters Score -5891714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5891732.500000 Penalty: 5348.043945
	Iteration 49Q: 3 clusters Score -5891732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5891763.000000 Penalty: 5348.043945
	Iteration 50Q: 3 clusters Score -5891763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5891821.500000 Penalty: 5348.043945
	Iteration 51Q: 3 clusters Score -5891822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5891913.000000 Penalty: 5348.043945
	Iteration 52Q: 3 clusters Score -5891913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5892117.000000 Penalty: 5348.043945
	Iteration 53Q: 3 clusters Score -5892117 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5892188.500000 Penalty: 5348.043945
	Iteration 54Q: 3 clusters Score -5892188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5892226.500000 Penalty: 5348.043945
	Iteration 55Q: 3 clusters Score -5892226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5892249.500000 Penalty: 5348.043945
	Iteration 56Q: 3 clusters Score -5892250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5892255.500000 Penalty: 5348.043945
	Iteration 57Q: 3 clusters Score -5892256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5892267.000000 Penalty: 5348.043945
	Iteration 58Q: 3 clusters Score -5892267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5892276.000000 Penalty: 5348.043945
	Iteration 59Q: 3 clusters Score -5892276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5892281.500000 Penalty: 5348.043945
	Iteration 60F: 3 clusters Score -5892282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5892274.000000 Penalty: 5348.043945
	Iteration 61Q: 3 clusters Score -5892274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -5892262.500000 Penalty: 5348.043945
	Iteration 62Q: 3 clusters Score -5892262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5892265.000000 Penalty: 5348.043945
	Iteration 63Q: 3 clusters Score -5892265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5892263.500000 Penalty: 5348.043945
	Iteration 64Q: 3 clusters Score -5892264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5892262.500000 Penalty: 5348.043945
	Iteration 65Q: 3 clusters Score -5892262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -5892260.000000 Penalty: 5348.043945
	Iteration 66Q: 3 clusters Score -5892260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5892258.000000 Penalty: 5348.043945
	Iteration 67Q: 3 clusters Score -5892258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5892258.000000 Penalty: 5348.043945
	Iteration 68F: 3 clusters Score -5892258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 8818 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 24 contains 113843 members 
Entering Unmasked Estep 
Score: -141835744.000000 Penalty: 79702.492188
Splitting cluster 1 changes total score from -141828608.000000 to -141835744.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (70146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Entering Unmasked Estep 
Score: -8658946.000000 Penalty: 2767.266846
	Iteration 0F: 2 clusters Score -8658946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -8612020.000000 Penalty: 5534.533691
	Iteration 0F: 3 clusters Score -8612020 nChanged 32689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -8631264.000000 Penalty: 5534.533691
	Iteration 1F: 3 clusters Score -8631264 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -8633213.000000 Penalty: 5534.533691
	Iteration 2F: 3 clusters Score -8633213 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8636144.000000 Penalty: 5534.533691
	Iteration 3F: 3 clusters Score -8636144 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -8640062.000000 Penalty: 5534.533691
	Iteration 4F: 3 clusters Score -8640062 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -8644675.000000 Penalty: 5534.533691
	Iteration 5F: 3 clusters Score -8644675 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -8648530.000000 Penalty: 5534.533691
	Iteration 6F: 3 clusters Score -8648530 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -8651440.000000 Penalty: 5534.533691
	Iteration 7F: 3 clusters Score -8651440 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -8653547.000000 Penalty: 5534.533691
	Iteration 8Q: 3 clusters Score -8653547 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -8655046.000000 Penalty: 5534.533691
	Iteration 9Q: 3 clusters Score -8655046 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8655892.000000 Penalty: 5534.533691
	Iteration 10Q: 3 clusters Score -8655892 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8656414.000000 Penalty: 5534.533691
	Iteration 11Q: 3 clusters Score -8656414 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8656686.000000 Penalty: 5534.533691
	Iteration 12Q: 3 clusters Score -8656686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8656841.000000 Penalty: 5534.533691
	Iteration 13Q: 3 clusters Score -8656841 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8656930.000000 Penalty: 5534.533691
	Iteration 14Q: 3 clusters Score -8656930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8656996.000000 Penalty: 5534.533691
	Iteration 15Q: 3 clusters Score -8656996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8657006.000000 Penalty: 5534.533691
	Iteration 16Q: 3 clusters Score -8657006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8657020.000000 Penalty: 5534.533691
	Iteration 17Q: 3 clusters Score -8657020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8657036.000000 Penalty: 5534.533691
	Iteration 18Q: 3 clusters Score -8657036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8657037.000000 Penalty: 5534.533691
	Iteration 19Q: 3 clusters Score -8657037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8657057.000000 Penalty: 5534.533691
	Iteration 20F: 3 clusters Score -8657057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8657061.000000 Penalty: 5534.533691
	Iteration 21Q: 3 clusters Score -8657061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8657067.000000 Penalty: 5534.533691
	Iteration 22Q: 3 clusters Score -8657067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8657087.000000 Penalty: 5534.533691
	Iteration 23Q: 3 clusters Score -8657087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8657088.000000 Penalty: 5534.533691
	Iteration 24Q: 3 clusters Score -8657088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8657092.000000 Penalty: 5534.533691
	Iteration 25Q: 3 clusters Score -8657092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8657087.000000 Penalty: 5534.533691
	Iteration 26Q: 3 clusters Score -8657087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8657083.000000 Penalty: 5534.533691
	Iteration 27Q: 3 clusters Score -8657083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8657078.000000 Penalty: 5534.533691
	Iteration 28Q: 3 clusters Score -8657078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8657080.000000 Penalty: 5534.533691
	Iteration 29Q: 3 clusters Score -8657080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8657080.000000 Penalty: 5534.533691
	Iteration 30F: 3 clusters Score -8657080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Entering Unmasked Estep 
Score: -3673001.000000 Penalty: 2566.235840
	Iteration 0F: 2 clusters Score -3673001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3651598.000000 Penalty: 5132.471680
	Iteration 0F: 3 clusters Score -3651598 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3659325.750000 Penalty: 5132.471680
	Iteration 1F: 3 clusters Score -3659326 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3659992.250000 Penalty: 5132.471680
	Iteration 2F: 3 clusters Score -3659992 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3660736.750000 Penalty: 5132.471680
	Iteration 3F: 3 clusters Score -3660737 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3661567.000000 Penalty: 5132.471680
	Iteration 4F: 3 clusters Score -3661567 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3662487.500000 Penalty: 5132.471680
	Iteration 5F: 3 clusters Score -3662488 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3663410.750000 Penalty: 5132.471680
	Iteration 6F: 3 clusters Score -3663411 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3664337.000000 Penalty: 5132.471680
	Iteration 7F: 3 clusters Score -3664337 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3665213.500000 Penalty: 5132.471680
	Iteration 8Q: 3 clusters Score -3665214 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3666067.000000 Penalty: 5132.471680
	Iteration 9Q: 3 clusters Score -3666067 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3666804.750000 Penalty: 5132.471680
	Iteration 10Q: 3 clusters Score -3666805 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3667502.750000 Penalty: 5132.471680
	Iteration 11Q: 3 clusters Score -3667503 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3668014.000000 Penalty: 5132.471680
	Iteration 12Q: 3 clusters Score -3668014 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3668467.250000 Penalty: 5132.471680
	Iteration 13Q: 3 clusters Score -3668467 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3668786.250000 Penalty: 5132.471680
	Iteration 14Q: 3 clusters Score -3668786 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3669071.500000 Penalty: 5132.471680
	Iteration 15Q: 3 clusters Score -3669072 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3669307.500000 Penalty: 5132.471680
	Iteration 16Q: 3 clusters Score -3669308 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3669451.000000 Penalty: 5132.471680
	Iteration 17Q: 3 clusters Score -3669451 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3669590.750000 Penalty: 5132.471680
	Iteration 18Q: 3 clusters Score -3669591 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3669723.750000 Penalty: 5132.471680
	Iteration 19Q: 3 clusters Score -3669724 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3669804.000000 Penalty: 5132.471680
	Iteration 20F: 3 clusters Score -3669804 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3669874.250000 Penalty: 5132.471680
	Iteration 21Q: 3 clusters Score -3669874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3669945.250000 Penalty: 5132.471680
	Iteration 22Q: 3 clusters Score -3669945 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3669983.750000 Penalty: 5132.471680
	Iteration 23Q: 3 clusters Score -3669984 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3670036.250000 Penalty: 5132.471680
	Iteration 24Q: 3 clusters Score -3670036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3670084.750000 Penalty: 5132.471680
	Iteration 25Q: 3 clusters Score -3670085 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3670142.500000 Penalty: 5132.471680
	Iteration 26Q: 3 clusters Score -3670142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3670194.750000 Penalty: 5132.471680
	Iteration 27Q: 3 clusters Score -3670195 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3670247.250000 Penalty: 5132.471680
	Iteration 28Q: 3 clusters Score -3670247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3670300.250000 Penalty: 5132.471680
	Iteration 29Q: 3 clusters Score -3670300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3670351.500000 Penalty: 5132.471680
	Iteration 30Q: 3 clusters Score -3670352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3670391.250000 Penalty: 5132.471680
	Iteration 31Q: 3 clusters Score -3670391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3670440.500000 Penalty: 5132.471680
	Iteration 32Q: 3 clusters Score -3670440 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3670482.000000 Penalty: 5132.471680
	Iteration 33Q: 3 clusters Score -3670482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3670532.500000 Penalty: 5132.471680
	Iteration 34Q: 3 clusters Score -3670532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3670559.000000 Penalty: 5132.471680
	Iteration 35Q: 3 clusters Score -3670559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3670572.750000 Penalty: 5132.471680
	Iteration 36Q: 3 clusters Score -3670573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3670586.500000 Penalty: 5132.471680
	Iteration 37Q: 3 clusters Score -3670586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3670631.500000 Penalty: 5132.471680
	Iteration 38Q: 3 clusters Score -3670632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3670655.250000 Penalty: 5132.471680
	Iteration 39Q: 3 clusters Score -3670655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3670693.750000 Penalty: 5132.471680
	Iteration 40F: 3 clusters Score -3670694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3670723.750000 Penalty: 5132.471680
	Iteration 41Q: 3 clusters Score -3670724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3670745.000000 Penalty: 5132.471680
	Iteration 42Q: 3 clusters Score -3670745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3670775.000000 Penalty: 5132.471680
	Iteration 43Q: 3 clusters Score -3670775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3670788.500000 Penalty: 5132.471680
	Iteration 44Q: 3 clusters Score -3670788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3670809.500000 Penalty: 5132.471680
	Iteration 45Q: 3 clusters Score -3670810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3670823.500000 Penalty: 5132.471680
	Iteration 46Q: 3 clusters Score -3670824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3670846.000000 Penalty: 5132.471680
	Iteration 47Q: 3 clusters Score -3670846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3670856.000000 Penalty: 5132.471680
	Iteration 48Q: 3 clusters Score -3670856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3670871.750000 Penalty: 5132.471680
	Iteration 49Q: 3 clusters Score -3670872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3670884.500000 Penalty: 5132.471680
	Iteration 50Q: 3 clusters Score -3670884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3670892.000000 Penalty: 5132.471680
	Iteration 51Q: 3 clusters Score -3670892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3670929.500000 Penalty: 5132.471680
	Iteration 52Q: 3 clusters Score -3670930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3670951.250000 Penalty: 5132.471680
	Iteration 53Q: 3 clusters Score -3670951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3670962.500000 Penalty: 5132.471680
	Iteration 54Q: 3 clusters Score -3670962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3670976.250000 Penalty: 5132.471680
	Iteration 55Q: 3 clusters Score -3670976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3670990.250000 Penalty: 5132.471680
	Iteration 56Q: 3 clusters Score -3670990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3671001.750000 Penalty: 5132.471680
	Iteration 57Q: 3 clusters Score -3671002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3671019.000000 Penalty: 5132.471680
	Iteration 58Q: 3 clusters Score -3671019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3671046.000000 Penalty: 5132.471680
	Iteration 59Q: 3 clusters Score -3671046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3671053.500000 Penalty: 5132.471680
	Iteration 60F: 3 clusters Score -3671054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3671062.750000 Penalty: 5132.471680
	Iteration 61Q: 3 clusters Score -3671063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3671073.500000 Penalty: 5132.471680
	Iteration 62Q: 3 clusters Score -3671074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3671079.500000 Penalty: 5132.471680
	Iteration 63Q: 3 clusters Score -3671080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3671082.750000 Penalty: 5132.471680
	Iteration 64Q: 3 clusters Score -3671083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3671088.000000 Penalty: 5132.471680
	Iteration 65Q: 3 clusters Score -3671088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3671091.750000 Penalty: 5132.471680
	Iteration 66Q: 3 clusters Score -3671092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3671086.250000 Penalty: 5132.471680
	Iteration 67Q: 3 clusters Score -3671086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3671096.000000 Penalty: 5132.471680
	Iteration 68Q: 3 clusters Score -3671096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3671101.750000 Penalty: 5132.471680
	Iteration 69Q: 3 clusters Score -3671102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3671097.750000 Penalty: 5132.471680
	Iteration 70Q: 3 clusters Score -3671098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3671097.750000 Penalty: 5132.471680
	Iteration 71Q: 3 clusters Score -3671098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3671097.750000 Penalty: 5132.471680
	Iteration 72F: 3 clusters Score -3671098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -994821.062500 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -994821.1 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 4361 members 
Entering Unmasked Estep 
Score: -988019.500000 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -988019.5 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -990591.500000 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -990591.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -991412.375000 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -991412.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -992109.562500 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -992109.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -992739.125000 Penalty: 4505.936523
	Iteration 4F: 3 clusters Score -992739.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -993150.250000 Penalty: 4505.936523
	Iteration 5F: 3 clusters Score -993150.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -993432.125000 Penalty: 4505.936523
	Iteration 6Q: 3 clusters Score -993432.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -993670.687500 Penalty: 4505.936523
	Iteration 7Q: 3 clusters Score -993670.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -993884.375000 Penalty: 4505.936523
	Iteration 8Q: 3 clusters Score -993884.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -994069.562500 Penalty: 4505.936523
	Iteration 9Q: 3 clusters Score -994069.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -994228.687500 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -994228.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -994353.312500 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -994353.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -994446.187500 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -994446.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -994530.062500 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -994530.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -994609.187500 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -994609.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -994671.562500 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -994671.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -994723.125000 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -994723.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -994774.812500 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -994774.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -994816.500000 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -994816.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -994860.375000 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -994860.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -994931.187500 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -994931.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -994973.625000 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -994973.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -994995.750000 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -994995.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -995010.375000 Penalty: 4505.936523
	Iteration 23Q: 3 clusters Score -995010.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -995026.187500 Penalty: 4505.936523
	Iteration 24Q: 3 clusters Score -995026.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -995037.437500 Penalty: 4505.936523
	Iteration 25Q: 3 clusters Score -995037.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -995046.812500 Penalty: 4505.936523
	Iteration 26Q: 3 clusters Score -995046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -995055.062500 Penalty: 4505.936523
	Iteration 27Q: 3 clusters Score -995055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -995063.000000 Penalty: 4505.936523
	Iteration 28Q: 3 clusters Score -995063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -995064.062500 Penalty: 4505.936523
	Iteration 29Q: 3 clusters Score -995064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -995071.812500 Penalty: 4505.936523
	Iteration 30Q: 3 clusters Score -995071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -995073.687500 Penalty: 4505.936523
	Iteration 31Q: 3 clusters Score -995073.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -995077.750000 Penalty: 4505.936523
	Iteration 32Q: 3 clusters Score -995077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -995087.375000 Penalty: 4505.936523
	Iteration 33Q: 3 clusters Score -995087.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -995096.062500 Penalty: 4505.936523
	Iteration 34Q: 3 clusters Score -995096.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -995102.750000 Penalty: 4505.936523
	Iteration 35Q: 3 clusters Score -995102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -995111.125000 Penalty: 4505.936523
	Iteration 36Q: 3 clusters Score -995111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -995121.125000 Penalty: 4505.936523
	Iteration 37Q: 3 clusters Score -995121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -995125.437500 Penalty: 4505.936523
	Iteration 38Q: 3 clusters Score -995125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -995128.062500 Penalty: 4505.936523
	Iteration 39Q: 3 clusters Score -995128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -995136.687500 Penalty: 4505.936523
	Iteration 40F: 3 clusters Score -995136.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -995140.000000 Penalty: 4505.936523
	Iteration 41Q: 3 clusters Score -995140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -995144.187500 Penalty: 4505.936523
	Iteration 42Q: 3 clusters Score -995144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -995149.312500 Penalty: 4505.936523
	Iteration 43Q: 3 clusters Score -995149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -995154.312500 Penalty: 4505.936523
	Iteration 44Q: 3 clusters Score -995154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -995155.062500 Penalty: 4505.936523
	Iteration 45Q: 3 clusters Score -995155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -995157.312500 Penalty: 4505.936523
	Iteration 46Q: 3 clusters Score -995157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -995158.187500 Penalty: 4505.936523
	Iteration 47Q: 3 clusters Score -995158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -995161.687500 Penalty: 4505.936523
	Iteration 48Q: 3 clusters Score -995161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -995162.750000 Penalty: 4505.936523
	Iteration 49Q: 3 clusters Score -995162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -995162.500000 Penalty: 4505.936523
	Iteration 50Q: 3 clusters Score -995162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -995164.500000 Penalty: 4505.936523
	Iteration 51Q: 3 clusters Score -995164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -995168.562500 Penalty: 4505.936523
	Iteration 52Q: 3 clusters Score -995168.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -995171.375000 Penalty: 4505.936523
	Iteration 53Q: 3 clusters Score -995171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -995173.937500 Penalty: 4505.936523
	Iteration 54Q: 3 clusters Score -995173.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -995178.062500 Penalty: 4505.936523
	Iteration 55Q: 3 clusters Score -995178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -995186.812500 Penalty: 4505.936523
	Iteration 56Q: 3 clusters Score -995186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -995187.875000 Penalty: 4505.936523
	Iteration 57Q: 3 clusters Score -995187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -995187.375000 Penalty: 4505.936523
	Iteration 58Q: 3 clusters Score -995187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -995188.375000 Penalty: 4505.936523
	Iteration 59Q: 3 clusters Score -995188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -995188.375000 Penalty: 4505.936523
	Iteration 60F: 3 clusters Score -995188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Entering Unmasked Estep 
Score: -141834544.000000 Penalty: 83167.820312
Splitting cluster 4 changes total score from -141828608.000000 to -141834544.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -144175.625000 Penalty: 1820.205322
	Iteration 0F: 2 clusters Score -144175.6 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 793 members 
Entering Unmasked Estep 
Score: -142128.031250 Penalty: 3640.410645
	Iteration 0F: 3 clusters Score -142128 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -143737.921875 Penalty: 3640.410645
	Iteration 1F: 3 clusters Score -143737.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145160.234375 Penalty: 3640.410645
	Iteration 2F: 3 clusters Score -145160.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -145960.078125 Penalty: 3640.410645
	Iteration 3F: 3 clusters Score -145960.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146581.281250 Penalty: 3640.410645
	Iteration 4F: 3 clusters Score -146581.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147374.093750 Penalty: 3640.410645
	Iteration 5Q: 3 clusters Score -147374.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147819.234375 Penalty: 3640.410645
	Iteration 6Q: 3 clusters Score -147819.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -148287.281250 Penalty: 3640.410645
	Iteration 7Q: 3 clusters Score -148287.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148602.812500 Penalty: 3640.410645
	Iteration 8Q: 3 clusters Score -148602.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149010.656250 Penalty: 3640.410645
	Iteration 9Q: 3 clusters Score -149010.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -149174.296875 Penalty: 3640.410645
	Iteration 10Q: 3 clusters Score -149174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -149175.843750 Penalty: 3640.410645
	Iteration 11Q: 3 clusters Score -149175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -149175.843750 Penalty: 3640.410645
	Iteration 12F: 3 clusters Score -149175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
Score: -141837648.000000 Penalty: 86633.148438
Splitting cluster 5 changes total score from -141828608.000000 to -141837648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (11622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Entering Unmasked Estep 
Score: -1337913.250000 Penalty: 2321.442383
	Iteration 0F: 2 clusters Score -1337913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1329192.125000 Penalty: 4642.884766
	Iteration 0F: 3 clusters Score -1329192 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1331849.000000 Penalty: 4642.884766
	Iteration 1F: 3 clusters Score -1331849 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1332215.875000 Penalty: 4642.884766
	Iteration 2F: 3 clusters Score -1332216 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1332520.500000 Penalty: 4642.884766
	Iteration 3F: 3 clusters Score -1332520 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1332816.500000 Penalty: 4642.884766
	Iteration 4Q: 3 clusters Score -1332816 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1333080.250000 Penalty: 4642.884766
	Iteration 5Q: 3 clusters Score -1333080 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1333344.500000 Penalty: 4642.884766
	Iteration 6Q: 3 clusters Score -1333344 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1333629.500000 Penalty: 4642.884766
	Iteration 7Q: 3 clusters Score -1333630 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1333917.875000 Penalty: 4642.884766
	Iteration 8Q: 3 clusters Score -1333918 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1334165.000000 Penalty: 4642.884766
	Iteration 9Q: 3 clusters Score -1334165 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1334358.625000 Penalty: 4642.884766
	Iteration 10Q: 3 clusters Score -1334359 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1334505.125000 Penalty: 4642.884766
	Iteration 11Q: 3 clusters Score -1334505 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1334602.500000 Penalty: 4642.884766
	Iteration 12Q: 3 clusters Score -1334602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1334679.375000 Penalty: 4642.884766
	Iteration 13Q: 3 clusters Score -1334679 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1334744.750000 Penalty: 4642.884766
	Iteration 14Q: 3 clusters Score -1334745 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1334807.375000 Penalty: 4642.884766
	Iteration 15Q: 3 clusters Score -1334807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1334845.000000 Penalty: 4642.884766
	Iteration 16Q: 3 clusters Score -1334845 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1334899.875000 Penalty: 4642.884766
	Iteration 17Q: 3 clusters Score -1334900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1334939.625000 Penalty: 4642.884766
	Iteration 18Q: 3 clusters Score -1334940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1334968.875000 Penalty: 4642.884766
	Iteration 19Q: 3 clusters Score -1334969 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1334999.375000 Penalty: 4642.884766
	Iteration 20F: 3 clusters Score -1334999 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1335026.500000 Penalty: 4642.884766
	Iteration 21Q: 3 clusters Score -1335026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1335057.375000 Penalty: 4642.884766
	Iteration 22Q: 3 clusters Score -1335057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1335080.250000 Penalty: 4642.884766
	Iteration 23Q: 3 clusters Score -1335080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1335102.875000 Penalty: 4642.884766
	Iteration 24Q: 3 clusters Score -1335103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1335109.875000 Penalty: 4642.884766
	Iteration 25Q: 3 clusters Score -1335110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1335127.000000 Penalty: 4642.884766
	Iteration 26Q: 3 clusters Score -1335127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1335139.125000 Penalty: 4642.884766
	Iteration 27Q: 3 clusters Score -1335139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1335150.875000 Penalty: 4642.884766
	Iteration 28Q: 3 clusters Score -1335151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1335161.875000 Penalty: 4642.884766
	Iteration 29Q: 3 clusters Score -1335162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1335173.875000 Penalty: 4642.884766
	Iteration 30Q: 3 clusters Score -1335174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1335192.750000 Penalty: 4642.884766
	Iteration 31Q: 3 clusters Score -1335193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1335203.250000 Penalty: 4642.884766
	Iteration 32Q: 3 clusters Score -1335203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1335210.750000 Penalty: 4642.884766
	Iteration 33Q: 3 clusters Score -1335211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1335220.125000 Penalty: 4642.884766
	Iteration 34Q: 3 clusters Score -1335220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1335233.500000 Penalty: 4642.884766
	Iteration 35Q: 3 clusters Score -1335234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1335242.750000 Penalty: 4642.884766
	Iteration 36Q: 3 clusters Score -1335243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1335256.875000 Penalty: 4642.884766
	Iteration 37Q: 3 clusters Score -1335257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1335274.875000 Penalty: 4642.884766
	Iteration 38Q: 3 clusters Score -1335275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1335293.375000 Penalty: 4642.884766
	Iteration 39Q: 3 clusters Score -1335293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1335315.500000 Penalty: 4642.884766
	Iteration 40F: 3 clusters Score -1335316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1335326.625000 Penalty: 4642.884766
	Iteration 41Q: 3 clusters Score -1335327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1335347.375000 Penalty: 4642.884766
	Iteration 42Q: 3 clusters Score -1335347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1335366.625000 Penalty: 4642.884766
	Iteration 43Q: 3 clusters Score -1335367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1335382.875000 Penalty: 4642.884766
	Iteration 44Q: 3 clusters Score -1335383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1335402.875000 Penalty: 4642.884766
	Iteration 45Q: 3 clusters Score -1335403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1335418.125000 Penalty: 4642.884766
	Iteration 46Q: 3 clusters Score -1335418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1335437.125000 Penalty: 4642.884766
	Iteration 47Q: 3 clusters Score -1335437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1335458.625000 Penalty: 4642.884766
	Iteration 48Q: 3 clusters Score -1335459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1335480.750000 Penalty: 4642.884766
	Iteration 49Q: 3 clusters Score -1335481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1335509.750000 Penalty: 4642.884766
	Iteration 50Q: 3 clusters Score -1335510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1335543.125000 Penalty: 4642.884766
	Iteration 51Q: 3 clusters Score -1335543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1335570.875000 Penalty: 4642.884766
	Iteration 52Q: 3 clusters Score -1335571 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1335609.250000 Penalty: 4642.884766
	Iteration 53Q: 3 clusters Score -1335609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1335650.125000 Penalty: 4642.884766
	Iteration 54Q: 3 clusters Score -1335650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1335678.625000 Penalty: 4642.884766
	Iteration 55Q: 3 clusters Score -1335679 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1335702.500000 Penalty: 4642.884766
	Iteration 56Q: 3 clusters Score -1335702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1335727.250000 Penalty: 4642.884766
	Iteration 57Q: 3 clusters Score -1335727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1335750.875000 Penalty: 4642.884766
	Iteration 58Q: 3 clusters Score -1335751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1335778.625000 Penalty: 4642.884766
	Iteration 59Q: 3 clusters Score -1335779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1335804.750000 Penalty: 4642.884766
	Iteration 60F: 3 clusters Score -1335805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1335823.250000 Penalty: 4642.884766
	Iteration 61Q: 3 clusters Score -1335823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1335844.125000 Penalty: 4642.884766
	Iteration 62Q: 3 clusters Score -1335844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1335856.125000 Penalty: 4642.884766
	Iteration 63Q: 3 clusters Score -1335856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1335864.250000 Penalty: 4642.884766
	Iteration 64Q: 3 clusters Score -1335864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1335871.750000 Penalty: 4642.884766
	Iteration 65Q: 3 clusters Score -1335872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1335882.000000 Penalty: 4642.884766
	Iteration 66Q: 3 clusters Score -1335882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1335881.500000 Penalty: 4642.884766
	Iteration 67Q: 3 clusters Score -1335882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1335885.750000 Penalty: 4642.884766
	Iteration 68Q: 3 clusters Score -1335886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1335888.875000 Penalty: 4642.884766
	Iteration 69Q: 3 clusters Score -1335889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1335894.000000 Penalty: 4642.884766
	Iteration 70Q: 3 clusters Score -1335894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1335896.875000 Penalty: 4642.884766
	Iteration 71Q: 3 clusters Score -1335897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1335898.250000 Penalty: 4642.884766
	Iteration 72Q: 3 clusters Score -1335898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1335902.375000 Penalty: 4642.884766
	Iteration 73Q: 3 clusters Score -1335902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1335903.250000 Penalty: 4642.884766
	Iteration 74Q: 3 clusters Score -1335903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1335903.750000 Penalty: 4642.884766
	Iteration 75Q: 3 clusters Score -1335904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1335903.500000 Penalty: 4642.884766
	Iteration 76Q: 3 clusters Score -1335904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1335903.250000 Penalty: 4642.884766
	Iteration 77Q: 3 clusters Score -1335903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1335905.500000 Penalty: 4642.884766
	Iteration 78Q: 3 clusters Score -1335906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1335907.250000 Penalty: 4642.884766
	Iteration 79Q: 3 clusters Score -1335907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1335910.875000 Penalty: 4642.884766
	Iteration 80F: 3 clusters Score -1335911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1335910.750000 Penalty: 4642.884766
	Iteration 81Q: 3 clusters Score -1335911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1335910.375000 Penalty: 4642.884766
	Iteration 82Q: 3 clusters Score -1335910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1335910.375000 Penalty: 4642.884766
	Iteration 83Q: 3 clusters Score -1335910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1335915.250000 Penalty: 4642.884766
	Iteration 84Q: 3 clusters Score -1335915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1335916.375000 Penalty: 4642.884766
	Iteration 85Q: 3 clusters Score -1335916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1335917.875000 Penalty: 4642.884766
	Iteration 86Q: 3 clusters Score -1335918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1335918.250000 Penalty: 4642.884766
	Iteration 87Q: 3 clusters Score -1335918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1335918.500000 Penalty: 4642.884766
	Iteration 88Q: 3 clusters Score -1335918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1335920.125000 Penalty: 4642.884766
	Iteration 89Q: 3 clusters Score -1335920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1335920.500000 Penalty: 4642.884766
	Iteration 90Q: 3 clusters Score -1335920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1335918.250000 Penalty: 4642.884766
	Iteration 91Q: 3 clusters Score -1335918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1335922.625000 Penalty: 4642.884766
	Iteration 92Q: 3 clusters Score -1335923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1335926.750000 Penalty: 4642.884766
	Iteration 93Q: 3 clusters Score -1335927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1335929.375000 Penalty: 4642.884766
	Iteration 94Q: 3 clusters Score -1335929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1335928.875000 Penalty: 4642.884766
	Iteration 95Q: 3 clusters Score -1335929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1335934.250000 Penalty: 4642.884766
	Iteration 96Q: 3 clusters Score -1335934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1335934.000000 Penalty: 4642.884766
	Iteration 97Q: 3 clusters Score -1335934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1335935.125000 Penalty: 4642.884766
	Iteration 98Q: 3 clusters Score -1335935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1335935.250000 Penalty: 4642.884766
	Iteration 99Q: 3 clusters Score -1335935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1335934.250000 Penalty: 4642.884766
	Iteration 100F: 3 clusters Score -1335934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1335935.875000 Penalty: 4642.884766
	Iteration 101Q: 3 clusters Score -1335936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1335935.875000 Penalty: 4642.884766
	Iteration 102F: 3 clusters Score -1335936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Entering Unmasked Estep 
Score: -2543081.750000 Penalty: 2467.857666
	Iteration 0F: 2 clusters Score -2543082 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 10589 members 
Entering Unmasked Estep 
Score: -2528485.750000 Penalty: 4935.715332
	Iteration 0F: 3 clusters Score -2528486 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2533726.500000 Penalty: 4935.715332
	Iteration 1F: 3 clusters Score -2533726 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2534564.750000 Penalty: 4935.715332
	Iteration 2F: 3 clusters Score -2534565 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2535501.500000 Penalty: 4935.715332
	Iteration 3F: 3 clusters Score -2535502 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2536749.500000 Penalty: 4935.715332
	Iteration 4F: 3 clusters Score -2536750 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2538478.750000 Penalty: 4935.715332
	Iteration 5F: 3 clusters Score -2538479 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2540459.750000 Penalty: 4935.715332
	Iteration 6F: 3 clusters Score -2540460 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2542132.000000 Penalty: 4935.715332
	Iteration 7F: 3 clusters Score -2542132 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2543094.000000 Penalty: 4935.715332
	Iteration 8F: 3 clusters Score -2543094 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2543635.000000 Penalty: 4935.715332
	Iteration 9Q: 3 clusters Score -2543635 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2543928.500000 Penalty: 4935.715332
	Iteration 10Q: 3 clusters Score -2543928 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2544118.250000 Penalty: 4935.715332
	Iteration 11Q: 3 clusters Score -2544118 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2544279.500000 Penalty: 4935.715332
	Iteration 12Q: 3 clusters Score -2544280 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2544426.250000 Penalty: 4935.715332
	Iteration 13Q: 3 clusters Score -2544426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2544594.000000 Penalty: 4935.715332
	Iteration 14Q: 3 clusters Score -2544594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2544701.000000 Penalty: 4935.715332
	Iteration 15Q: 3 clusters Score -2544701 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2544759.000000 Penalty: 4935.715332
	Iteration 16Q: 3 clusters Score -2544759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2544811.750000 Penalty: 4935.715332
	Iteration 17Q: 3 clusters Score -2544812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2544879.750000 Penalty: 4935.715332
	Iteration 18Q: 3 clusters Score -2544880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2544952.500000 Penalty: 4935.715332
	Iteration 19Q: 3 clusters Score -2544952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2545068.250000 Penalty: 4935.715332
	Iteration 20F: 3 clusters Score -2545068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2545314.500000 Penalty: 4935.715332
	Iteration 21Q: 3 clusters Score -2545314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2545696.000000 Penalty: 4935.715332
	Iteration 22Q: 3 clusters Score -2545696 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2545945.250000 Penalty: 4935.715332
	Iteration 23Q: 3 clusters Score -2545945 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2546070.000000 Penalty: 4935.715332
	Iteration 24Q: 3 clusters Score -2546070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2546143.500000 Penalty: 4935.715332
	Iteration 25Q: 3 clusters Score -2546144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2546209.500000 Penalty: 4935.715332
	Iteration 26Q: 3 clusters Score -2546210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2546256.500000 Penalty: 4935.715332
	Iteration 27Q: 3 clusters Score -2546256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2546326.750000 Penalty: 4935.715332
	Iteration 28Q: 3 clusters Score -2546327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2546408.000000 Penalty: 4935.715332
	Iteration 29Q: 3 clusters Score -2546408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2546490.250000 Penalty: 4935.715332
	Iteration 30Q: 3 clusters Score -2546490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2546574.000000 Penalty: 4935.715332
	Iteration 31Q: 3 clusters Score -2546574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2546616.750000 Penalty: 4935.715332
	Iteration 32Q: 3 clusters Score -2546617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2546632.000000 Penalty: 4935.715332
	Iteration 33Q: 3 clusters Score -2546632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2546637.750000 Penalty: 4935.715332
	Iteration 34Q: 3 clusters Score -2546638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2546638.250000 Penalty: 4935.715332
	Iteration 35Q: 3 clusters Score -2546638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2546638.750000 Penalty: 4935.715332
	Iteration 36Q: 3 clusters Score -2546639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2546639.000000 Penalty: 4935.715332
	Iteration 37Q: 3 clusters Score -2546639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2546638.500000 Penalty: 4935.715332
	Iteration 38Q: 3 clusters Score -2546638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2546637.000000 Penalty: 4935.715332
	Iteration 39Q: 3 clusters Score -2546637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2546634.000000 Penalty: 4935.715332
	Iteration 40F: 3 clusters Score -2546634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2546636.000000 Penalty: 4935.715332
	Iteration 41Q: 3 clusters Score -2546636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2546636.250000 Penalty: 4935.715332
	Iteration 42Q: 3 clusters Score -2546636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2546636.250000 Penalty: 4935.715332
	Iteration 43Q: 3 clusters Score -2546636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2546635.750000 Penalty: 4935.715332
	Iteration 44Q: 3 clusters Score -2546636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2546637.250000 Penalty: 4935.715332
	Iteration 45Q: 3 clusters Score -2546637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2546637.250000 Penalty: 4935.715332
	Iteration 46F: 3 clusters Score -2546637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Entering Unmasked Estep 
Score: -141840080.000000 Penalty: 90098.476562
Splitting cluster 7 changes total score from -141828608.000000 to -141840080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (17792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Entering Unmasked Estep 
Score: -2071798.625000 Penalty: 2427.052979
	Iteration 0F: 2 clusters Score -2071799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2059405.375000 Penalty: 4854.105957
	Iteration 0F: 3 clusters Score -2059405 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2067702.375000 Penalty: 4854.105957
	Iteration 1F: 3 clusters Score -2067702 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2082343.750000 Penalty: 4854.105957
	Iteration 2F: 3 clusters Score -2082344 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2091478.750000 Penalty: 4854.105957
	Iteration 3F: 3 clusters Score -2091479 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2092685.125000 Penalty: 4854.105957
	Iteration 4F: 3 clusters Score -2092685 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2092877.500000 Penalty: 4854.105957
	Iteration 5Q: 3 clusters Score -2092878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2092937.000000 Penalty: 4854.105957
	Iteration 6Q: 3 clusters Score -2092937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2092948.750000 Penalty: 4854.105957
	Iteration 7Q: 3 clusters Score -2092949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2092960.875000 Penalty: 4854.105957
	Iteration 8Q: 3 clusters Score -2092961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2092961.500000 Penalty: 4854.105957
	Iteration 9Q: 3 clusters Score -2092962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2092957.875000 Penalty: 4854.105957
	Iteration 10Q: 3 clusters Score -2092958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2092960.625000 Penalty: 4854.105957
	Iteration 11Q: 3 clusters Score -2092961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2092964.625000 Penalty: 4854.105957
	Iteration 12Q: 3 clusters Score -2092965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2092962.500000 Penalty: 4854.105957
	Iteration 13Q: 3 clusters Score -2092962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2092963.750000 Penalty: 4854.105957
	Iteration 14Q: 3 clusters Score -2092964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2092964.500000 Penalty: 4854.105957
	Iteration 15Q: 3 clusters Score -2092964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2092968.625000 Penalty: 4854.105957
	Iteration 16Q: 3 clusters Score -2092969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2092968.500000 Penalty: 4854.105957
	Iteration 17Q: 3 clusters Score -2092968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2092966.625000 Penalty: 4854.105957
	Iteration 18Q: 3 clusters Score -2092967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2092967.375000 Penalty: 4854.105957
	Iteration 19Q: 3 clusters Score -2092967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2092966.000000 Penalty: 4854.105957
	Iteration 20F: 3 clusters Score -2092966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2092966.750000 Penalty: 4854.105957
	Iteration 21Q: 3 clusters Score -2092967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2092970.875000 Penalty: 4854.105957
	Iteration 22Q: 3 clusters Score -2092971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2092968.125000 Penalty: 4854.105957
	Iteration 23Q: 3 clusters Score -2092968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2092967.125000 Penalty: 4854.105957
	Iteration 24Q: 3 clusters Score -2092967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2092974.250000 Penalty: 4854.105957
	Iteration 25Q: 3 clusters Score -2092974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2092975.875000 Penalty: 4854.105957
	Iteration 26Q: 3 clusters Score -2092976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2092974.250000 Penalty: 4854.105957
	Iteration 27Q: 3 clusters Score -2092974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2092977.375000 Penalty: 4854.105957
	Iteration 28Q: 3 clusters Score -2092977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2092977.375000 Penalty: 4854.105957
	Iteration 29F: 3 clusters Score -2092977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 73935 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Entering Unmasked Estep 
Score: -141871104.000000 Penalty: 93563.796875
Splitting cluster 8 changes total score from -141828608.000000 to -141871104.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (73935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Entering Unmasked Estep 
Score: -9298841.000000 Penalty: 2780.313477
	Iteration 0F: 2 clusters Score -9298841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -9249639.000000 Penalty: 5560.626953
	Iteration 0F: 3 clusters Score -9249639 nChanged 34482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9269762.000000 Penalty: 5560.626953
	Iteration 1F: 3 clusters Score -9269762 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9271607.000000 Penalty: 5560.626953
	Iteration 2F: 3 clusters Score -9271607 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -9275027.000000 Penalty: 5560.626953
	Iteration 3F: 3 clusters Score -9275027 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -9279736.000000 Penalty: 5560.626953
	Iteration 4F: 3 clusters Score -9279736 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -9284906.000000 Penalty: 5560.626953
	Iteration 5F: 3 clusters Score -9284906 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -9289162.000000 Penalty: 5560.626953
	Iteration 6F: 3 clusters Score -9289162 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -9292787.000000 Penalty: 5560.626953
	Iteration 7F: 3 clusters Score -9292787 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -9296480.000000 Penalty: 5560.626953
	Iteration 8Q: 3 clusters Score -9296480 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -9299451.000000 Penalty: 5560.626953
	Iteration 9Q: 3 clusters Score -9299451 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -9300857.000000 Penalty: 5560.626953
	Iteration 10Q: 3 clusters Score -9300857 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -9301555.000000 Penalty: 5560.626953
	Iteration 11Q: 3 clusters Score -9301555 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -9302141.000000 Penalty: 5560.626953
	Iteration 12Q: 3 clusters Score -9302141 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -9302695.000000 Penalty: 5560.626953
	Iteration 13Q: 3 clusters Score -9302695 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -9303120.000000 Penalty: 5560.626953
	Iteration 14Q: 3 clusters Score -9303120 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -9303486.000000 Penalty: 5560.626953
	Iteration 15Q: 3 clusters Score -9303486 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -9303825.000000 Penalty: 5560.626953
	Iteration 16Q: 3 clusters Score -9303825 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -9304078.000000 Penalty: 5560.626953
	Iteration 17Q: 3 clusters Score -9304078 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -9304286.000000 Penalty: 5560.626953
	Iteration 18Q: 3 clusters Score -9304286 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -9304398.000000 Penalty: 5560.626953
	Iteration 19Q: 3 clusters Score -9304398 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -9304497.000000 Penalty: 5560.626953
	Iteration 20F: 3 clusters Score -9304497 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -9304524.000000 Penalty: 5560.626953
	Iteration 21Q: 3 clusters Score -9304524 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -9304566.000000 Penalty: 5560.626953
	Iteration 22Q: 3 clusters Score -9304566 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9304589.000000 Penalty: 5560.626953
	Iteration 23Q: 3 clusters Score -9304589 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -9304660.000000 Penalty: 5560.626953
	Iteration 24Q: 3 clusters Score -9304660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -9304653.000000 Penalty: 5560.626953
	Iteration 25Q: 3 clusters Score -9304653 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -9304655.000000 Penalty: 5560.626953
	Iteration 26Q: 3 clusters Score -9304655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -9304650.000000 Penalty: 5560.626953
	Iteration 27Q: 3 clusters Score -9304650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -9304647.000000 Penalty: 5560.626953
	Iteration 28Q: 3 clusters Score -9304647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -9304657.000000 Penalty: 5560.626953
	Iteration 29Q: 3 clusters Score -9304657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -9304645.000000 Penalty: 5560.626953
	Iteration 30Q: 3 clusters Score -9304645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -9304656.000000 Penalty: 5560.626953
	Iteration 31Q: 3 clusters Score -9304656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -9304664.000000 Penalty: 5560.626953
	Iteration 32Q: 3 clusters Score -9304664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -9304681.000000 Penalty: 5560.626953
	Iteration 33Q: 3 clusters Score -9304681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -9304667.000000 Penalty: 5560.626953
	Iteration 34Q: 3 clusters Score -9304667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -9304660.000000 Penalty: 5560.626953
	Iteration 35Q: 3 clusters Score -9304660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -9304657.000000 Penalty: 5560.626953
	Iteration 36Q: 3 clusters Score -9304657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -9304658.000000 Penalty: 5560.626953
	Iteration 37Q: 3 clusters Score -9304658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -9304655.000000 Penalty: 5560.626953
	Iteration 38Q: 3 clusters Score -9304655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -9304657.000000 Penalty: 5560.626953
	Iteration 39Q: 3 clusters Score -9304657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -9304657.000000 Penalty: 5560.626953
	Iteration 40F: 3 clusters Score -9304657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 191432 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Entering Unmasked Estep 
Score: -141875744.000000 Penalty: 97029.125000
Splitting cluster 9 changes total score from -141828608.000000 to -141875744.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (191432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191432 members 
Entering Unmasked Estep 
Score: -23638620.000000 Penalty: 3016.247314
	Iteration 0F: 2 clusters Score -2.363862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -23511526.000000 Penalty: 6032.494629
	Iteration 0F: 3 clusters Score -2.351153e+07 nChanged 91962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -23565746.000000 Penalty: 6032.494629
	Iteration 1F: 3 clusters Score -2.356575e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -23568176.000000 Penalty: 6032.494629
	Iteration 2Q: 3 clusters Score -2.356818e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -23571568.000000 Penalty: 6032.494629
	Iteration 3Q: 3 clusters Score -2.357157e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -23576482.000000 Penalty: 6032.494629
	Iteration 4F: 3 clusters Score -2.357648e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -23582140.000000 Penalty: 6032.494629
	Iteration 5F: 3 clusters Score -2.358214e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -23588118.000000 Penalty: 6032.494629
	Iteration 6F: 3 clusters Score -2.358812e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -23592802.000000 Penalty: 6032.494629
	Iteration 7F: 3 clusters Score -2.35928e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -23596768.000000 Penalty: 6032.494629
	Iteration 8F: 3 clusters Score -2.359677e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -23600012.000000 Penalty: 6032.494629
	Iteration 9Q: 3 clusters Score -2.360001e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130711 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -23602598.000000 Penalty: 6032.494629
	Iteration 10Q: 3 clusters Score -2.36026e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -23605664.000000 Penalty: 6032.494629
	Iteration 11Q: 3 clusters Score -2.360566e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144486 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -23609172.000000 Penalty: 6032.494629
	Iteration 12Q: 3 clusters Score -2.360917e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -23613316.000000 Penalty: 6032.494629
	Iteration 13Q: 3 clusters Score -2.361332e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -23617850.000000 Penalty: 6032.494629
	Iteration 14Q: 3 clusters Score -2.361785e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -23622926.000000 Penalty: 6032.494629
	Iteration 15Q: 3 clusters Score -2.362293e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -23627030.000000 Penalty: 6032.494629
	Iteration 16Q: 3 clusters Score -2.362703e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180109 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -23630372.000000 Penalty: 6032.494629
	Iteration 17Q: 3 clusters Score -2.363037e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -23632822.000000 Penalty: 6032.494629
	Iteration 18Q: 3 clusters Score -2.363282e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -23634372.000000 Penalty: 6032.494629
	Iteration 19Q: 3 clusters Score -2.363437e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23635368.000000 Penalty: 6032.494629
	Iteration 20F: 3 clusters Score -2.363537e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189063 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -23635960.000000 Penalty: 6032.494629
	Iteration 21Q: 3 clusters Score -2.363596e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189560 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23636332.000000 Penalty: 6032.494629
	Iteration 22Q: 3 clusters Score -2.363633e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189826 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23636588.000000 Penalty: 6032.494629
	Iteration 23Q: 3 clusters Score -2.363659e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189945 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23636688.000000 Penalty: 6032.494629
	Iteration 24Q: 3 clusters Score -2.363669e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189997 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23636832.000000 Penalty: 6032.494629
	Iteration 25Q: 3 clusters Score -2.363683e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -23636932.000000 Penalty: 6032.494629
	Iteration 26Q: 3 clusters Score -2.363693e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190058 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23637020.000000 Penalty: 6032.494629
	Iteration 27Q: 3 clusters Score -2.363702e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190060 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23637132.000000 Penalty: 6032.494629
	Iteration 28Q: 3 clusters Score -2.363713e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190041 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23637236.000000 Penalty: 6032.494629
	Iteration 29Q: 3 clusters Score -2.363724e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190009 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23637464.000000 Penalty: 6032.494629
	Iteration 30Q: 3 clusters Score -2.363746e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189957 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23637710.000000 Penalty: 6032.494629
	Iteration 31Q: 3 clusters Score -2.363771e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189899 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23638182.000000 Penalty: 6032.494629
	Iteration 32Q: 3 clusters Score -2.363818e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189796 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23638562.000000 Penalty: 6032.494629
	Iteration 33Q: 3 clusters Score -2.363856e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189695 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23638726.000000 Penalty: 6032.494629
	Iteration 34Q: 3 clusters Score -2.363873e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189604 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23638866.000000 Penalty: 6032.494629
	Iteration 35Q: 3 clusters Score -2.363887e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189563 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -23638896.000000 Penalty: 6032.494629
	Iteration 36Q: 3 clusters Score -2.36389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23638908.000000 Penalty: 6032.494629
	Iteration 37Q: 3 clusters Score -2.363891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -23638916.000000 Penalty: 6032.494629
	Iteration 38Q: 3 clusters Score -2.363892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189486 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -23638956.000000 Penalty: 6032.494629
	Iteration 39Q: 3 clusters Score -2.363896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189481 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -23639034.000000 Penalty: 6032.494629
	Iteration 40F: 3 clusters Score -2.363903e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23639128.000000 Penalty: 6032.494629
	Iteration 41Q: 3 clusters Score -2.363913e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23639236.000000 Penalty: 6032.494629
	Iteration 42Q: 3 clusters Score -2.363924e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -23639312.000000 Penalty: 6032.494629
	Iteration 43Q: 3 clusters Score -2.363931e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189120 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23639362.000000 Penalty: 6032.494629
	Iteration 44Q: 3 clusters Score -2.363936e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189035 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -23639398.000000 Penalty: 6032.494629
	Iteration 45Q: 3 clusters Score -2.36394e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23639520.000000 Penalty: 6032.494629
	Iteration 46Q: 3 clusters Score -2.363952e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188849 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23639546.000000 Penalty: 6032.494629
	Iteration 47Q: 3 clusters Score -2.363955e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188781 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23639602.000000 Penalty: 6032.494629
	Iteration 48Q: 3 clusters Score -2.36396e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188723 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -23639602.000000 Penalty: 6032.494629
	Iteration 49Q: 3 clusters Score -2.36396e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -23639614.000000 Penalty: 6032.494629
	Iteration 50Q: 3 clusters Score -2.363961e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -23639654.000000 Penalty: 6032.494629
	Iteration 51Q: 3 clusters Score -2.363965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188593 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -23639666.000000 Penalty: 6032.494629
	Iteration 52Q: 3 clusters Score -2.363967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188584 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -23639658.000000 Penalty: 6032.494629
	Iteration 53Q: 3 clusters Score -2.363966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -23639672.000000 Penalty: 6032.494629
	Iteration 54Q: 3 clusters Score -2.363967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188574 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -23639642.000000 Penalty: 6032.494629
	Iteration 55Q: 3 clusters Score -2.363964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188566 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23639648.000000 Penalty: 6032.494629
	Iteration 56Q: 3 clusters Score -2.363965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188562 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -23639650.000000 Penalty: 6032.494629
	Iteration 57Q: 3 clusters Score -2.363965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -23639652.000000 Penalty: 6032.494629
	Iteration 58Q: 3 clusters Score -2.363965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188560 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -23639664.000000 Penalty: 6032.494629
	Iteration 59Q: 3 clusters Score -2.363966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188560 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -23639732.000000 Penalty: 6032.494629
	Iteration 60F: 3 clusters Score -2.363973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188481 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -23639806.000000 Penalty: 6032.494629
	Iteration 61Q: 3 clusters Score -2.363981e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -23639920.000000 Penalty: 6032.494629
	Iteration 62Q: 3 clusters Score -2.363992e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188257 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -23640022.000000 Penalty: 6032.494629
	Iteration 63Q: 3 clusters Score -2.364002e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188111 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -23640100.000000 Penalty: 6032.494629
	Iteration 64Q: 3 clusters Score -2.36401e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187961 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -23640228.000000 Penalty: 6032.494629
	Iteration 65Q: 3 clusters Score -2.364023e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187799 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -23640292.000000 Penalty: 6032.494629
	Iteration 66Q: 3 clusters Score -2.364029e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -23640376.000000 Penalty: 6032.494629
	Iteration 67Q: 3 clusters Score -2.364038e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -23640406.000000 Penalty: 6032.494629
	Iteration 68Q: 3 clusters Score -2.364041e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187383 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -23640464.000000 Penalty: 6032.494629
	Iteration 69Q: 3 clusters Score -2.364046e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -23640466.000000 Penalty: 6032.494629
	Iteration 70Q: 3 clusters Score -2.364047e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -23640490.000000 Penalty: 6032.494629
	Iteration 71Q: 3 clusters Score -2.364049e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187158 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -23640488.000000 Penalty: 6032.494629
	Iteration 72Q: 3 clusters Score -2.364049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187113 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -23640508.000000 Penalty: 6032.494629
	Iteration 73Q: 3 clusters Score -2.364051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -23640508.000000 Penalty: 6032.494629
	Iteration 74Q: 3 clusters Score -2.364051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187066 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -23640518.000000 Penalty: 6032.494629
	Iteration 75Q: 3 clusters Score -2.364052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187050 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -23640530.000000 Penalty: 6032.494629
	Iteration 76Q: 3 clusters Score -2.364053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -23640534.000000 Penalty: 6032.494629
	Iteration 77Q: 3 clusters Score -2.364053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187036 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -23640532.000000 Penalty: 6032.494629
	Iteration 78Q: 3 clusters Score -2.364053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187026 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -23640554.000000 Penalty: 6032.494629
	Iteration 79Q: 3 clusters Score -2.364055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187018 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -23640716.000000 Penalty: 6032.494629
	Iteration 80F: 3 clusters Score -2.364072e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186842 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -23640902.000000 Penalty: 6032.494629
	Iteration 81Q: 3 clusters Score -2.36409e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186556 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -23641248.000000 Penalty: 6032.494629
	Iteration 82Q: 3 clusters Score -2.364125e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -23641526.000000 Penalty: 6032.494629
	Iteration 83Q: 3 clusters Score -2.364153e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185796 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -23641678.000000 Penalty: 6032.494629
	Iteration 84Q: 3 clusters Score -2.364168e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185451 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -23641892.000000 Penalty: 6032.494629
	Iteration 85Q: 3 clusters Score -2.364189e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -23641998.000000 Penalty: 6032.494629
	Iteration 86Q: 3 clusters Score -2.3642e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -23642148.000000 Penalty: 6032.494629
	Iteration 87Q: 3 clusters Score -2.364215e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184590 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -23642196.000000 Penalty: 6032.494629
	Iteration 88Q: 3 clusters Score -2.36422e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -23642198.000000 Penalty: 6032.494629
	Iteration 89Q: 3 clusters Score -2.36422e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -23642272.000000 Penalty: 6032.494629
	Iteration 90Q: 3 clusters Score -2.364227e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -23642234.000000 Penalty: 6032.494629
	Iteration 91Q: 3 clusters Score -2.364223e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -23642238.000000 Penalty: 6032.494629
	Iteration 92Q: 3 clusters Score -2.364224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183876 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -23642284.000000 Penalty: 6032.494629
	Iteration 93Q: 3 clusters Score -2.364228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183798 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -23642262.000000 Penalty: 6032.494629
	Iteration 94Q: 3 clusters Score -2.364226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -23642288.000000 Penalty: 6032.494629
	Iteration 95Q: 3 clusters Score -2.364229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -23642276.000000 Penalty: 6032.494629
	Iteration 96Q: 3 clusters Score -2.364228e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183637 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -23642314.000000 Penalty: 6032.494629
	Iteration 97Q: 3 clusters Score -2.364231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183609 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -23642306.000000 Penalty: 6032.494629
	Iteration 98Q: 3 clusters Score -2.364231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183587 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -23642308.000000 Penalty: 6032.494629
	Iteration 99Q: 3 clusters Score -2.364231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183572 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -23642354.000000 Penalty: 6032.494629
	Iteration 100F: 3 clusters Score -2.364235e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -23642446.000000 Penalty: 6032.494629
	Iteration 101Q: 3 clusters Score -2.364245e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183366 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -23642496.000000 Penalty: 6032.494629
	Iteration 102Q: 3 clusters Score -2.36425e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -23642494.000000 Penalty: 6032.494629
	Iteration 103Q: 3 clusters Score -2.364249e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -23642542.000000 Penalty: 6032.494629
	Iteration 104Q: 3 clusters Score -2.364254e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -23642516.000000 Penalty: 6032.494629
	Iteration 105Q: 3 clusters Score -2.364252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -23642552.000000 Penalty: 6032.494629
	Iteration 106Q: 3 clusters Score -2.364255e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -23642552.000000 Penalty: 6032.494629
	Iteration 107Q: 3 clusters Score -2.364255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183057 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -23642546.000000 Penalty: 6032.494629
	Iteration 108Q: 3 clusters Score -2.364255e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -23642528.000000 Penalty: 6032.494629
	Iteration 109Q: 3 clusters Score -2.364253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -23642532.000000 Penalty: 6032.494629
	Iteration 110Q: 3 clusters Score -2.364253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -23642526.000000 Penalty: 6032.494629
	Iteration 111Q: 3 clusters Score -2.364253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182950 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -23642510.000000 Penalty: 6032.494629
	Iteration 112Q: 3 clusters Score -2.364251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -23642530.000000 Penalty: 6032.494629
	Iteration 113Q: 3 clusters Score -2.364253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182913 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -23642530.000000 Penalty: 6032.494629
	Iteration 114Q: 3 clusters Score -2.364253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182900 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -23642538.000000 Penalty: 6032.494629
	Iteration 115Q: 3 clusters Score -2.364254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -23642542.000000 Penalty: 6032.494629
	Iteration 116Q: 3 clusters Score -2.364254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182888 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -23642542.000000 Penalty: 6032.494629
	Iteration 117Q: 3 clusters Score -2.364254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -23642534.000000 Penalty: 6032.494629
	Iteration 118Q: 3 clusters Score -2.364253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -23642538.000000 Penalty: 6032.494629
	Iteration 119Q: 3 clusters Score -2.364254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182858 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -23642546.000000 Penalty: 6032.494629
	Iteration 120F: 3 clusters Score -2.364255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182854 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -23642544.000000 Penalty: 6032.494629
	Iteration 121Q: 3 clusters Score -2.364254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -23642540.000000 Penalty: 6032.494629
	Iteration 122Q: 3 clusters Score -2.364254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182843 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -23642536.000000 Penalty: 6032.494629
	Iteration 123Q: 3 clusters Score -2.364254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182836 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -23642552.000000 Penalty: 6032.494629
	Iteration 124Q: 3 clusters Score -2.364255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182827 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -23642562.000000 Penalty: 6032.494629
	Iteration 125Q: 3 clusters Score -2.364256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182823 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -23642588.000000 Penalty: 6032.494629
	Iteration 126Q: 3 clusters Score -2.364259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182815 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -23642578.000000 Penalty: 6032.494629
	Iteration 127Q: 3 clusters Score -2.364258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -23642578.000000 Penalty: 6032.494629
	Iteration 128Q: 3 clusters Score -2.364258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182809 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -23642584.000000 Penalty: 6032.494629
	Iteration 129Q: 3 clusters Score -2.364258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182807 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -23642578.000000 Penalty: 6032.494629
	Iteration 130Q: 3 clusters Score -2.364258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182805 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -23642574.000000 Penalty: 6032.494629
	Iteration 131Q: 3 clusters Score -2.364257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -23642578.000000 Penalty: 6032.494629
	Iteration 132Q: 3 clusters Score -2.364258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182802 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -23642572.000000 Penalty: 6032.494629
	Iteration 133Q: 3 clusters Score -2.364257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182798 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -23642586.000000 Penalty: 6032.494629
	Iteration 134Q: 3 clusters Score -2.364259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182792 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -23642582.000000 Penalty: 6032.494629
	Iteration 135Q: 3 clusters Score -2.364258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182783 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -23642586.000000 Penalty: 6032.494629
	Iteration 136Q: 3 clusters Score -2.364259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182776 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -23642598.000000 Penalty: 6032.494629
	Iteration 137Q: 3 clusters Score -2.36426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182771 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -23642602.000000 Penalty: 6032.494629
	Iteration 138Q: 3 clusters Score -2.36426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -23642608.000000 Penalty: 6032.494629
	Iteration 139Q: 3 clusters Score -2.364261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182759 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -23642602.000000 Penalty: 6032.494629
	Iteration 140F: 3 clusters Score -2.36426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182758 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -23642606.000000 Penalty: 6032.494629
	Iteration 141Q: 3 clusters Score -2.364261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182756 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -23642604.000000 Penalty: 6032.494629
	Iteration 142Q: 3 clusters Score -2.36426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -23642596.000000 Penalty: 6032.494629
	Iteration 143Q: 3 clusters Score -2.36426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182746 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -23642612.000000 Penalty: 6032.494629
	Iteration 144Q: 3 clusters Score -2.364261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182741 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -23642606.000000 Penalty: 6032.494629
	Iteration 145Q: 3 clusters Score -2.364261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182734 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -23642598.000000 Penalty: 6032.494629
	Iteration 146Q: 3 clusters Score -2.36426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -23642598.000000 Penalty: 6032.494629
	Iteration 147Q: 3 clusters Score -2.36426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -23642600.000000 Penalty: 6032.494629
	Iteration 148Q: 3 clusters Score -2.36426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182725 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -23642600.000000 Penalty: 6032.494629
	Iteration 149F: 3 clusters Score -2.36426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Entering Unmasked Estep 
Score: -141879312.000000 Penalty: 100494.453125
Splitting cluster 10 changes total score from -141828608.000000 to -141879312.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -267404.562500 Penalty: 1932.400146
	Iteration 0F: 2 clusters Score -267404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -264644.281250 Penalty: 3864.800293
	Iteration 0F: 3 clusters Score -264644.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -265908.375000 Penalty: 3864.800293
	Iteration 1F: 3 clusters Score -265908.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267345.562500 Penalty: 3864.800293
	Iteration 2F: 3 clusters Score -267345.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -268861.375000 Penalty: 3864.800293
	Iteration 3F: 3 clusters Score -268861.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -270247.468750 Penalty: 3864.800293
	Iteration 4F: 3 clusters Score -270247.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270739.593750 Penalty: 3864.800293
	Iteration 5Q: 3 clusters Score -270739.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -270989.781250 Penalty: 3864.800293
	Iteration 6Q: 3 clusters Score -270989.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -271661.062500 Penalty: 3864.800293
	Iteration 7Q: 3 clusters Score -271661.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272703.156250 Penalty: 3864.800293
	Iteration 8Q: 3 clusters Score -272703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272864.281250 Penalty: 3864.800293
	Iteration 9Q: 3 clusters Score -272864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272880.812500 Penalty: 3864.800293
	Iteration 10Q: 3 clusters Score -272880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272880.812500 Penalty: 3864.800293
	Iteration 11F: 3 clusters Score -272880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Entering Unmasked Estep 
Score: -141882480.000000 Penalty: 103959.773438
Splitting cluster 11 changes total score from -141828608.000000 to -141882480.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (186697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186697 members 
Entering Unmasked Estep 
Score: -23448166.000000 Penalty: 3010.036133
	Iteration 0F: 2 clusters Score -2.344817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -23323860.000000 Penalty: 6020.072266
	Iteration 0F: 3 clusters Score -2.332386e+07 nChanged 89523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -23376710.000000 Penalty: 6020.072266
	Iteration 1F: 3 clusters Score -2.337671e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99026 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -23378788.000000 Penalty: 6020.072266
	Iteration 2Q: 3 clusters Score -2.337879e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -23382028.000000 Penalty: 6020.072266
	Iteration 3Q: 3 clusters Score -2.338203e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -23386646.000000 Penalty: 6020.072266
	Iteration 4Q: 3 clusters Score -2.338665e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -23393500.000000 Penalty: 6020.072266
	Iteration 5F: 3 clusters Score -2.33935e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -23402030.000000 Penalty: 6020.072266
	Iteration 6F: 3 clusters Score -2.340203e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -23411104.000000 Penalty: 6020.072266
	Iteration 7F: 3 clusters Score -2.34111e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -23418498.000000 Penalty: 6020.072266
	Iteration 8F: 3 clusters Score -2.34185e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137711 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -23423916.000000 Penalty: 6020.072266
	Iteration 9Q: 3 clusters Score -2.342392e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -23427298.000000 Penalty: 6020.072266
	Iteration 10Q: 3 clusters Score -2.34273e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146351 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -23429516.000000 Penalty: 6020.072266
	Iteration 11Q: 3 clusters Score -2.342952e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -23431226.000000 Penalty: 6020.072266
	Iteration 12Q: 3 clusters Score -2.343123e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -23432434.000000 Penalty: 6020.072266
	Iteration 13Q: 3 clusters Score -2.343243e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -23433732.000000 Penalty: 6020.072266
	Iteration 14Q: 3 clusters Score -2.343373e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -23435046.000000 Penalty: 6020.072266
	Iteration 15Q: 3 clusters Score -2.343505e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -23436270.000000 Penalty: 6020.072266
	Iteration 16Q: 3 clusters Score -2.343627e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166902 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -23437486.000000 Penalty: 6020.072266
	Iteration 17Q: 3 clusters Score -2.343749e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -23438886.000000 Penalty: 6020.072266
	Iteration 18Q: 3 clusters Score -2.343889e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172864 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -23440042.000000 Penalty: 6020.072266
	Iteration 19Q: 3 clusters Score -2.344004e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -23441314.000000 Penalty: 6020.072266
	Iteration 20F: 3 clusters Score -2.344131e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -23442456.000000 Penalty: 6020.072266
	Iteration 21Q: 3 clusters Score -2.344246e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -23443180.000000 Penalty: 6020.072266
	Iteration 22Q: 3 clusters Score -2.344318e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180758 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -23443834.000000 Penalty: 6020.072266
	Iteration 23Q: 3 clusters Score -2.344383e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181820 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -23444394.000000 Penalty: 6020.072266
	Iteration 24Q: 3 clusters Score -2.344439e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182630 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -23444742.000000 Penalty: 6020.072266
	Iteration 25Q: 3 clusters Score -2.344474e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23445038.000000 Penalty: 6020.072266
	Iteration 26Q: 3 clusters Score -2.344504e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183650 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23445172.000000 Penalty: 6020.072266
	Iteration 27Q: 3 clusters Score -2.344517e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -23445312.000000 Penalty: 6020.072266
	Iteration 28Q: 3 clusters Score -2.344531e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23445418.000000 Penalty: 6020.072266
	Iteration 29Q: 3 clusters Score -2.344542e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184424 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23445504.000000 Penalty: 6020.072266
	Iteration 30Q: 3 clusters Score -2.34455e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -23445558.000000 Penalty: 6020.072266
	Iteration 31Q: 3 clusters Score -2.344556e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -23445600.000000 Penalty: 6020.072266
	Iteration 32Q: 3 clusters Score -2.34456e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -23445632.000000 Penalty: 6020.072266
	Iteration 33Q: 3 clusters Score -2.344563e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23445668.000000 Penalty: 6020.072266
	Iteration 34Q: 3 clusters Score -2.344567e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23445704.000000 Penalty: 6020.072266
	Iteration 35Q: 3 clusters Score -2.34457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184918 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23445714.000000 Penalty: 6020.072266
	Iteration 36Q: 3 clusters Score -2.344571e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184954 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23445716.000000 Penalty: 6020.072266
	Iteration 37Q: 3 clusters Score -2.344572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184986 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23445710.000000 Penalty: 6020.072266
	Iteration 38Q: 3 clusters Score -2.344571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23445752.000000 Penalty: 6020.072266
	Iteration 39Q: 3 clusters Score -2.344575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185031 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -23445756.000000 Penalty: 6020.072266
	Iteration 40F: 3 clusters Score -2.344576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185048 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23445756.000000 Penalty: 6020.072266
	Iteration 41Q: 3 clusters Score -2.344576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -23445766.000000 Penalty: 6020.072266
	Iteration 42Q: 3 clusters Score -2.344577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185093 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23445790.000000 Penalty: 6020.072266
	Iteration 43Q: 3 clusters Score -2.344579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185103 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23445792.000000 Penalty: 6020.072266
	Iteration 44Q: 3 clusters Score -2.344579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185112 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23445812.000000 Penalty: 6020.072266
	Iteration 45Q: 3 clusters Score -2.344581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23445810.000000 Penalty: 6020.072266
	Iteration 46Q: 3 clusters Score -2.344581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185136 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23445824.000000 Penalty: 6020.072266
	Iteration 47Q: 3 clusters Score -2.344582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185145 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23445834.000000 Penalty: 6020.072266
	Iteration 48Q: 3 clusters Score -2.344583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23445828.000000 Penalty: 6020.072266
	Iteration 49Q: 3 clusters Score -2.344583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -23445820.000000 Penalty: 6020.072266
	Iteration 50Q: 3 clusters Score -2.344582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23445832.000000 Penalty: 6020.072266
	Iteration 51Q: 3 clusters Score -2.344583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23445834.000000 Penalty: 6020.072266
	Iteration 52Q: 3 clusters Score -2.344583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23445842.000000 Penalty: 6020.072266
	Iteration 53Q: 3 clusters Score -2.344584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -23445852.000000 Penalty: 6020.072266
	Iteration 54Q: 3 clusters Score -2.344585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185191 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23445854.000000 Penalty: 6020.072266
	Iteration 55Q: 3 clusters Score -2.344585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -23445864.000000 Penalty: 6020.072266
	Iteration 56Q: 3 clusters Score -2.344586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -23445860.000000 Penalty: 6020.072266
	Iteration 57Q: 3 clusters Score -2.344586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23445850.000000 Penalty: 6020.072266
	Iteration 58Q: 3 clusters Score -2.344585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23445842.000000 Penalty: 6020.072266
	Iteration 59Q: 3 clusters Score -2.344584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -23445836.000000 Penalty: 6020.072266
	Iteration 60F: 3 clusters Score -2.344584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185210 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23445854.000000 Penalty: 6020.072266
	Iteration 61Q: 3 clusters Score -2.344585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185212 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23445846.000000 Penalty: 6020.072266
	Iteration 62Q: 3 clusters Score -2.344585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23445860.000000 Penalty: 6020.072266
	Iteration 63Q: 3 clusters Score -2.344586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185218 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -23445858.000000 Penalty: 6020.072266
	Iteration 64Q: 3 clusters Score -2.344586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185220 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -23445864.000000 Penalty: 6020.072266
	Iteration 65Q: 3 clusters Score -2.344586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -23445870.000000 Penalty: 6020.072266
	Iteration 66Q: 3 clusters Score -2.344587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -23445882.000000 Penalty: 6020.072266
	Iteration 67Q: 3 clusters Score -2.344588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23445878.000000 Penalty: 6020.072266
	Iteration 68Q: 3 clusters Score -2.344588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185226 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23445886.000000 Penalty: 6020.072266
	Iteration 69Q: 3 clusters Score -2.344589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23445880.000000 Penalty: 6020.072266
	Iteration 70Q: 3 clusters Score -2.344588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23445876.000000 Penalty: 6020.072266
	Iteration 71Q: 3 clusters Score -2.344588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23445892.000000 Penalty: 6020.072266
	Iteration 72Q: 3 clusters Score -2.344589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185233 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23445892.000000 Penalty: 6020.072266
	Iteration 73Q: 3 clusters Score -2.344589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185238 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23445902.000000 Penalty: 6020.072266
	Iteration 74Q: 3 clusters Score -2.34459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185243 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23445898.000000 Penalty: 6020.072266
	Iteration 75Q: 3 clusters Score -2.34459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23445890.000000 Penalty: 6020.072266
	Iteration 76Q: 3 clusters Score -2.344589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185248 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -23445894.000000 Penalty: 6020.072266
	Iteration 77Q: 3 clusters Score -2.344589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185251 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -23445898.000000 Penalty: 6020.072266
	Iteration 78Q: 3 clusters Score -2.34459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185252 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23445896.000000 Penalty: 6020.072266
	Iteration 79Q: 3 clusters Score -2.34459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185254 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23445902.000000 Penalty: 6020.072266
	Iteration 80F: 3 clusters Score -2.34459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185256 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23445902.000000 Penalty: 6020.072266
	Iteration 81Q: 3 clusters Score -2.34459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23445908.000000 Penalty: 6020.072266
	Iteration 82Q: 3 clusters Score -2.344591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23445908.000000 Penalty: 6020.072266
	Iteration 83F: 3 clusters Score -2.344591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (258173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258173 members 
Entering Unmasked Estep 
Score: -32433166.000000 Penalty: 3090.423340
	Iteration 0F: 2 clusters Score -3.243317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -32262910.000000 Penalty: 6180.846680
	Iteration 0F: 3 clusters Score -3.226291e+07 nChanged 124970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 134107 members 
Entering Unmasked Estep 
Score: -32336152.000000 Penalty: 6180.846680
	Iteration 1F: 3 clusters Score -3.233615e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -32337734.000000 Penalty: 6180.846680
	Iteration 2Q: 3 clusters Score -3.233773e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 141891 members 
Entering Unmasked Estep 
Score: -32339758.000000 Penalty: 6180.846680
	Iteration 3Q: 3 clusters Score -3.233976e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -32343308.000000 Penalty: 6180.846680
	Iteration 4Q: 3 clusters Score -3.234331e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -32348624.000000 Penalty: 6180.846680
	Iteration 5Q: 3 clusters Score -3.234862e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -32357304.000000 Penalty: 6180.846680
	Iteration 6F: 3 clusters Score -3.23573e+07 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 191043 members 
Entering Unmasked Estep 
Score: -32370884.000000 Penalty: 6180.846680
	Iteration 7F: 3 clusters Score -3.237088e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -32388062.000000 Penalty: 6180.846680
	Iteration 8F: 3 clusters Score -3.238806e+07 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 229245 members 
Entering Unmasked Estep 
Score: -32404872.000000 Penalty: 6180.846680
	Iteration 9F: 3 clusters Score -3.240487e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 242577 members 
Entering Unmasked Estep 
Score: -32417176.000000 Penalty: 6180.846680
	Iteration 10F: 3 clusters Score -3.241718e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 250772 members 
Entering Unmasked Estep 
Score: -32424510.000000 Penalty: 6180.846680
	Iteration 11Q: 3 clusters Score -3.242451e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 254888 members 
Entering Unmasked Estep 
Score: -32427964.000000 Penalty: 6180.846680
	Iteration 12Q: 3 clusters Score -3.242796e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 256683 members 
Entering Unmasked Estep 
Score: -32429586.000000 Penalty: 6180.846680
	Iteration 13Q: 3 clusters Score -3.242959e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 257318 members 
Entering Unmasked Estep 
Score: -32430220.000000 Penalty: 6180.846680
	Iteration 14Q: 3 clusters Score -3.243022e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 257562 members 
Entering Unmasked Estep 
Score: -32430452.000000 Penalty: 6180.846680
	Iteration 15Q: 3 clusters Score -3.243045e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 257649 members 
Entering Unmasked Estep 
Score: -32430594.000000 Penalty: 6180.846680
	Iteration 16Q: 3 clusters Score -3.243059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 257699 members 
Entering Unmasked Estep 
Score: -32430630.000000 Penalty: 6180.846680
	Iteration 17Q: 3 clusters Score -3.243063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 257727 members 
Entering Unmasked Estep 
Score: -32430678.000000 Penalty: 6180.846680
	Iteration 18Q: 3 clusters Score -3.243068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 257747 members 
Entering Unmasked Estep 
Score: -32430700.000000 Penalty: 6180.846680
	Iteration 19Q: 3 clusters Score -3.24307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 257758 members 
Entering Unmasked Estep 
Score: -32430696.000000 Penalty: 6180.846680
	Iteration 20F: 3 clusters Score -3.24307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 257768 members 
Entering Unmasked Estep 
Score: -32430694.000000 Penalty: 6180.846680
	Iteration 21Q: 3 clusters Score -3.243069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 257768 members 
Entering Unmasked Estep 
Score: -32430708.000000 Penalty: 6180.846680
	Iteration 22Q: 3 clusters Score -3.243071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257773 members 
Entering Unmasked Estep 
Score: -32430720.000000 Penalty: 6180.846680
	Iteration 23Q: 3 clusters Score -3.243072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 257779 members 
Entering Unmasked Estep 
Score: -32430744.000000 Penalty: 6180.846680
	Iteration 24Q: 3 clusters Score -3.243074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 257785 members 
Entering Unmasked Estep 
Score: -32430740.000000 Penalty: 6180.846680
	Iteration 25Q: 3 clusters Score -3.243074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 257789 members 
Entering Unmasked Estep 
Score: -32430740.000000 Penalty: 6180.846680
	Iteration 26Q: 3 clusters Score -3.243074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 257792 members 
Entering Unmasked Estep 
Score: -32430758.000000 Penalty: 6180.846680
	Iteration 27Q: 3 clusters Score -3.243076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 257793 members 
Entering Unmasked Estep 
Score: -32430752.000000 Penalty: 6180.846680
	Iteration 28Q: 3 clusters Score -3.243075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 257793 members 
Entering Unmasked Estep 
Score: -32430752.000000 Penalty: 6180.846680
	Iteration 29F: 3 clusters Score -3.243075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -574409.250000 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -574409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -570147.187500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -570147.2 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -571177.500000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -571177.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -571364.437500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -571364.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -571465.875000 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -571465.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -571538.562500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -571538.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -571605.125000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -571605.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -571673.250000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -571673.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -571734.562500 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -571734.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -571797.312500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -571797.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -571862.437500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -571862.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -571925.750000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -571925.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -571989.750000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -571989.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -572045.687500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -572045.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -572094.250000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -572094.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -572152.312500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -572152.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -572202.312500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -572202.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -572264.687500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -572264.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -572324.375000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -572324.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -572365.062500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -572365.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -572404.500000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -572404.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -572430.312500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -572430.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -572449.000000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -572449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -572474.625000 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -572474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -572493.500000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -572493.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -572503.250000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -572503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -572510.750000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -572510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -572517.750000 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -572517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -572525.375000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -572525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -572530.312500 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -572530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -572540.562500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -572540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -572550.250000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -572550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -572557.187500 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -572557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -572562.500000 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -572562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -572565.562500 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -572565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -572567.187500 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -572567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -572567.937500 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -572567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572568.562500 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -572568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572568.562500 Penalty: 4182.199219
	Iteration 37F: 3 clusters Score -572568.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -155368.078125 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -155368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -153610.125000 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -153610.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -156974.500000 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -156974.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -158519.593750 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -158519.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -159087.859375 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -159087.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159611.906250 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -159611.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160319.343750 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -160319.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -160523.187500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -160523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -160543.984375 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -160544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160576.093750 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -160576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160792.906250 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -160792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160835.828125 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -160835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160849.203125 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -160849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160849.203125 Penalty: 3661.224854
	Iteration 12F: 3 clusters Score -160849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 12657 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Entering Unmasked Estep 
Score: -141886704.000000 Penalty: 107425.101562
Splitting cluster 15 changes total score from -141828608.000000 to -141886704.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -1646029.375000 Penalty: 2369.866699
	Iteration 0F: 2 clusters Score -1646029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1635827.875000 Penalty: 4739.733398
	Iteration 0F: 3 clusters Score -1635828 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1639214.625000 Penalty: 4739.733398
	Iteration 1F: 3 clusters Score -1639215 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1639655.875000 Penalty: 4739.733398
	Iteration 2F: 3 clusters Score -1639656 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1640160.500000 Penalty: 4739.733398
	Iteration 3F: 3 clusters Score -1640160 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1640826.250000 Penalty: 4739.733398
	Iteration 4F: 3 clusters Score -1640826 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1641584.750000 Penalty: 4739.733398
	Iteration 5F: 3 clusters Score -1641585 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1642462.500000 Penalty: 4739.733398
	Iteration 6F: 3 clusters Score -1642462 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1643176.875000 Penalty: 4739.733398
	Iteration 7F: 3 clusters Score -1643177 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1643647.000000 Penalty: 4739.733398
	Iteration 8F: 3 clusters Score -1643647 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1643928.375000 Penalty: 4739.733398
	Iteration 9Q: 3 clusters Score -1643928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1644109.625000 Penalty: 4739.733398
	Iteration 10Q: 3 clusters Score -1644110 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1644220.000000 Penalty: 4739.733398
	Iteration 11Q: 3 clusters Score -1644220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1644325.125000 Penalty: 4739.733398
	Iteration 12Q: 3 clusters Score -1644325 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1644395.250000 Penalty: 4739.733398
	Iteration 13Q: 3 clusters Score -1644395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1644466.500000 Penalty: 4739.733398
	Iteration 14Q: 3 clusters Score -1644466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1644522.500000 Penalty: 4739.733398
	Iteration 15Q: 3 clusters Score -1644522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1644579.125000 Penalty: 4739.733398
	Iteration 16Q: 3 clusters Score -1644579 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1644618.375000 Penalty: 4739.733398
	Iteration 17Q: 3 clusters Score -1644618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1644652.750000 Penalty: 4739.733398
	Iteration 18Q: 3 clusters Score -1644653 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1644682.000000 Penalty: 4739.733398
	Iteration 19Q: 3 clusters Score -1644682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1644718.625000 Penalty: 4739.733398
	Iteration 20F: 3 clusters Score -1644719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1644753.125000 Penalty: 4739.733398
	Iteration 21Q: 3 clusters Score -1644753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1644775.125000 Penalty: 4739.733398
	Iteration 22Q: 3 clusters Score -1644775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1644800.500000 Penalty: 4739.733398
	Iteration 23Q: 3 clusters Score -1644800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1644818.125000 Penalty: 4739.733398
	Iteration 24Q: 3 clusters Score -1644818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1644838.375000 Penalty: 4739.733398
	Iteration 25Q: 3 clusters Score -1644838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1644851.500000 Penalty: 4739.733398
	Iteration 26Q: 3 clusters Score -1644852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1644864.375000 Penalty: 4739.733398
	Iteration 27Q: 3 clusters Score -1644864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1644872.875000 Penalty: 4739.733398
	Iteration 28Q: 3 clusters Score -1644873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1644879.125000 Penalty: 4739.733398
	Iteration 29Q: 3 clusters Score -1644879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1644891.625000 Penalty: 4739.733398
	Iteration 30Q: 3 clusters Score -1644892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1644899.250000 Penalty: 4739.733398
	Iteration 31Q: 3 clusters Score -1644899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1644903.125000 Penalty: 4739.733398
	Iteration 32Q: 3 clusters Score -1644903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1644901.500000 Penalty: 4739.733398
	Iteration 33Q: 3 clusters Score -1644902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1644908.125000 Penalty: 4739.733398
	Iteration 34Q: 3 clusters Score -1644908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1644914.250000 Penalty: 4739.733398
	Iteration 35Q: 3 clusters Score -1644914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1644918.875000 Penalty: 4739.733398
	Iteration 36Q: 3 clusters Score -1644919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1644924.125000 Penalty: 4739.733398
	Iteration 37Q: 3 clusters Score -1644924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1644924.125000 Penalty: 4739.733398
	Iteration 38Q: 3 clusters Score -1644924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1644928.000000 Penalty: 4739.733398
	Iteration 39Q: 3 clusters Score -1644928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1644928.375000 Penalty: 4739.733398
	Iteration 40F: 3 clusters Score -1644928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1644932.125000 Penalty: 4739.733398
	Iteration 41Q: 3 clusters Score -1644932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1644932.250000 Penalty: 4739.733398
	Iteration 42Q: 3 clusters Score -1644932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1644932.750000 Penalty: 4739.733398
	Iteration 43Q: 3 clusters Score -1644933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1644940.750000 Penalty: 4739.733398
	Iteration 44Q: 3 clusters Score -1644941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1644933.875000 Penalty: 4739.733398
	Iteration 45Q: 3 clusters Score -1644934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1644934.625000 Penalty: 4739.733398
	Iteration 46Q: 3 clusters Score -1644935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1644939.750000 Penalty: 4739.733398
	Iteration 47Q: 3 clusters Score -1644940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1644936.000000 Penalty: 4739.733398
	Iteration 48Q: 3 clusters Score -1644936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1644934.500000 Penalty: 4739.733398
	Iteration 49Q: 3 clusters Score -1644934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1644937.875000 Penalty: 4739.733398
	Iteration 50Q: 3 clusters Score -1644938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1644943.625000 Penalty: 4739.733398
	Iteration 51Q: 3 clusters Score -1644944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1644944.625000 Penalty: 4739.733398
	Iteration 52Q: 3 clusters Score -1644945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1644949.500000 Penalty: 4739.733398
	Iteration 53Q: 3 clusters Score -1644950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1644949.750000 Penalty: 4739.733398
	Iteration 54Q: 3 clusters Score -1644950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1644951.250000 Penalty: 4739.733398
	Iteration 55Q: 3 clusters Score -1644951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1644955.125000 Penalty: 4739.733398
	Iteration 56Q: 3 clusters Score -1644955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1644957.125000 Penalty: 4739.733398
	Iteration 57Q: 3 clusters Score -1644957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1644956.125000 Penalty: 4739.733398
	Iteration 58Q: 3 clusters Score -1644956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1644958.375000 Penalty: 4739.733398
	Iteration 59Q: 3 clusters Score -1644958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1644963.000000 Penalty: 4739.733398
	Iteration 60F: 3 clusters Score -1644963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1644961.875000 Penalty: 4739.733398
	Iteration 61Q: 3 clusters Score -1644962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1644958.750000 Penalty: 4739.733398
	Iteration 62Q: 3 clusters Score -1644959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1644960.875000 Penalty: 4739.733398
	Iteration 63Q: 3 clusters Score -1644961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1644960.000000 Penalty: 4739.733398
	Iteration 64Q: 3 clusters Score -1644960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1644960.500000 Penalty: 4739.733398
	Iteration 65Q: 3 clusters Score -1644960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1644960.500000 Penalty: 4739.733398
	Iteration 66F: 3 clusters Score -1644960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -1388540.250000 Penalty: 2342.599609
	Iteration 0F: 2 clusters Score -1388540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1379317.125000 Penalty: 4685.199219
	Iteration 0F: 3 clusters Score -1379317 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1383179.000000 Penalty: 4685.199219
	Iteration 1F: 3 clusters Score -1383179 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1385484.875000 Penalty: 4685.199219
	Iteration 2F: 3 clusters Score -1385485 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1387944.500000 Penalty: 4685.199219
	Iteration 3F: 3 clusters Score -1387944 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1389320.750000 Penalty: 4685.199219
	Iteration 4F: 3 clusters Score -1389321 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1390298.000000 Penalty: 4685.199219
	Iteration 5F: 3 clusters Score -1390298 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1391228.375000 Penalty: 4685.199219
	Iteration 6F: 3 clusters Score -1391228 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1391976.500000 Penalty: 4685.199219
	Iteration 7Q: 3 clusters Score -1391976 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1392571.250000 Penalty: 4685.199219
	Iteration 8Q: 3 clusters Score -1392571 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1392977.250000 Penalty: 4685.199219
	Iteration 9Q: 3 clusters Score -1392977 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1393226.500000 Penalty: 4685.199219
	Iteration 10Q: 3 clusters Score -1393226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1393400.250000 Penalty: 4685.199219
	Iteration 11Q: 3 clusters Score -1393400 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1393510.250000 Penalty: 4685.199219
	Iteration 12Q: 3 clusters Score -1393510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1393561.250000 Penalty: 4685.199219
	Iteration 13Q: 3 clusters Score -1393561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1393593.500000 Penalty: 4685.199219
	Iteration 14Q: 3 clusters Score -1393594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1393620.750000 Penalty: 4685.199219
	Iteration 15Q: 3 clusters Score -1393621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1393640.000000 Penalty: 4685.199219
	Iteration 16Q: 3 clusters Score -1393640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1393654.500000 Penalty: 4685.199219
	Iteration 17Q: 3 clusters Score -1393654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1393664.875000 Penalty: 4685.199219
	Iteration 18Q: 3 clusters Score -1393665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1393672.250000 Penalty: 4685.199219
	Iteration 19Q: 3 clusters Score -1393672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1393678.250000 Penalty: 4685.199219
	Iteration 20F: 3 clusters Score -1393678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1393685.250000 Penalty: 4685.199219
	Iteration 21Q: 3 clusters Score -1393685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1393687.500000 Penalty: 4685.199219
	Iteration 22Q: 3 clusters Score -1393688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1393689.500000 Penalty: 4685.199219
	Iteration 23Q: 3 clusters Score -1393690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1393687.250000 Penalty: 4685.199219
	Iteration 24Q: 3 clusters Score -1393687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1393686.625000 Penalty: 4685.199219
	Iteration 25Q: 3 clusters Score -1393687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1393687.125000 Penalty: 4685.199219
	Iteration 26Q: 3 clusters Score -1393687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1393686.875000 Penalty: 4685.199219
	Iteration 27Q: 3 clusters Score -1393687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1393688.875000 Penalty: 4685.199219
	Iteration 28Q: 3 clusters Score -1393689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1393688.875000 Penalty: 4685.199219
	Iteration 29F: 3 clusters Score -1393689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Entering Unmasked Estep 
Score: -141889856.000000 Penalty: 110890.429688
Splitting cluster 17 changes total score from -141828608.000000 to -141889856.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -599269.625000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -599269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -595026.562500 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -595026.6 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -597774.437500 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -597774.4 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -601777.625000 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -601777.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -605003.937500 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -605003.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -605583.875000 Penalty: 4217.535156
	Iteration 4F: 3 clusters Score -605583.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -605671.875000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -605671.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -605705.812500 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -605705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -605713.937500 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -605713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -605714.000000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -605714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -605714.000000 Penalty: 4217.535156
	Iteration 9F: 3 clusters Score -605714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 4407 members 
Entering Unmasked Estep 
Score: -141894656.000000 Penalty: 114355.757812
Splitting cluster 18 changes total score from -141828608.000000 to -141894656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (34981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Entering Unmasked Estep 
Score: -4270709.500000 Penalty: 2594.715088
	Iteration 0F: 2 clusters Score -4270710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4246825.000000 Penalty: 5189.430176
	Iteration 0F: 3 clusters Score -4246825 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4255988.000000 Penalty: 5189.430176
	Iteration 1F: 3 clusters Score -4255988 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4256896.500000 Penalty: 5189.430176
	Iteration 2F: 3 clusters Score -4256896 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4257950.500000 Penalty: 5189.430176
	Iteration 3F: 3 clusters Score -4257950 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4259289.000000 Penalty: 5189.430176
	Iteration 4F: 3 clusters Score -4259289 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4260917.500000 Penalty: 5189.430176
	Iteration 5F: 3 clusters Score -4260918 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4262587.000000 Penalty: 5189.430176
	Iteration 6F: 3 clusters Score -4262587 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4264009.500000 Penalty: 5189.430176
	Iteration 7F: 3 clusters Score -4264010 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4265229.500000 Penalty: 5189.430176
	Iteration 8F: 3 clusters Score -4265230 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4266362.500000 Penalty: 5189.430176
	Iteration 9Q: 3 clusters Score -4266362 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4267500.000000 Penalty: 5189.430176
	Iteration 10Q: 3 clusters Score -4267500 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4268613.000000 Penalty: 5189.430176
	Iteration 11Q: 3 clusters Score -4268613 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4269495.000000 Penalty: 5189.430176
	Iteration 12Q: 3 clusters Score -4269495 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4270119.000000 Penalty: 5189.430176
	Iteration 13Q: 3 clusters Score -4270119 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4270492.500000 Penalty: 5189.430176
	Iteration 14Q: 3 clusters Score -4270492 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4270685.000000 Penalty: 5189.430176
	Iteration 15Q: 3 clusters Score -4270685 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4270814.500000 Penalty: 5189.430176
	Iteration 16Q: 3 clusters Score -4270814 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4270884.500000 Penalty: 5189.430176
	Iteration 17Q: 3 clusters Score -4270884 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -4270923.500000 Penalty: 5189.430176
	Iteration 18Q: 3 clusters Score -4270924 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4271001.500000 Penalty: 5189.430176
	Iteration 19Q: 3 clusters Score -4271002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4271030.500000 Penalty: 5189.430176
	Iteration 20F: 3 clusters Score -4271030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4271080.000000 Penalty: 5189.430176
	Iteration 21Q: 3 clusters Score -4271080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4271120.500000 Penalty: 5189.430176
	Iteration 22Q: 3 clusters Score -4271120 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4271175.500000 Penalty: 5189.430176
	Iteration 23Q: 3 clusters Score -4271176 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -4271224.500000 Penalty: 5189.430176
	Iteration 24Q: 3 clusters Score -4271224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4271283.000000 Penalty: 5189.430176
	Iteration 25Q: 3 clusters Score -4271283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4271344.000000 Penalty: 5189.430176
	Iteration 26Q: 3 clusters Score -4271344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4271413.500000 Penalty: 5189.430176
	Iteration 27Q: 3 clusters Score -4271414 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4271494.500000 Penalty: 5189.430176
	Iteration 28Q: 3 clusters Score -4271494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -4271586.000000 Penalty: 5189.430176
	Iteration 29Q: 3 clusters Score -4271586 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4271745.500000 Penalty: 5189.430176
	Iteration 30Q: 3 clusters Score -4271746 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4271937.500000 Penalty: 5189.430176
	Iteration 31Q: 3 clusters Score -4271938 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4272166.000000 Penalty: 5189.430176
	Iteration 32Q: 3 clusters Score -4272166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4272355.500000 Penalty: 5189.430176
	Iteration 33Q: 3 clusters Score -4272356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4272486.500000 Penalty: 5189.430176
	Iteration 34Q: 3 clusters Score -4272486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4272555.500000 Penalty: 5189.430176
	Iteration 35Q: 3 clusters Score -4272556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4272590.500000 Penalty: 5189.430176
	Iteration 36Q: 3 clusters Score -4272590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4272622.500000 Penalty: 5189.430176
	Iteration 37Q: 3 clusters Score -4272622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4272624.000000 Penalty: 5189.430176
	Iteration 38Q: 3 clusters Score -4272624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4272638.000000 Penalty: 5189.430176
	Iteration 39Q: 3 clusters Score -4272638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4272636.500000 Penalty: 5189.430176
	Iteration 40F: 3 clusters Score -4272636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4272635.500000 Penalty: 5189.430176
	Iteration 41Q: 3 clusters Score -4272636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4272635.500000 Penalty: 5189.430176
	Iteration 42Q: 3 clusters Score -4272636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4272639.000000 Penalty: 5189.430176
	Iteration 43Q: 3 clusters Score -4272639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4272645.000000 Penalty: 5189.430176
	Iteration 44Q: 3 clusters Score -4272645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4272653.000000 Penalty: 5189.430176
	Iteration 45Q: 3 clusters Score -4272653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4272650.000000 Penalty: 5189.430176
	Iteration 46Q: 3 clusters Score -4272650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4272643.000000 Penalty: 5189.430176
	Iteration 47Q: 3 clusters Score -4272643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4272640.000000 Penalty: 5189.430176
	Iteration 48Q: 3 clusters Score -4272640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4272642.000000 Penalty: 5189.430176
	Iteration 49Q: 3 clusters Score -4272642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4272646.000000 Penalty: 5189.430176
	Iteration 50Q: 3 clusters Score -4272646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4272644.500000 Penalty: 5189.430176
	Iteration 51Q: 3 clusters Score -4272644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4272643.500000 Penalty: 5189.430176
	Iteration 52Q: 3 clusters Score -4272644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4272644.000000 Penalty: 5189.430176
	Iteration 53Q: 3 clusters Score -4272644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4272644.500000 Penalty: 5189.430176
	Iteration 54Q: 3 clusters Score -4272644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4272644.500000 Penalty: 5189.430176
	Iteration 55F: 3 clusters Score -4272644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 4407 members 
Mstep: Class 34 contains 29174 members 
Entering Unmasked Estep 
Score: -141895744.000000 Penalty: 117821.078125
Splitting cluster 20 changes total score from -141828608.000000 to -141895744.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (13827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Entering Unmasked Estep 
Score: -1666375.250000 Penalty: 2364.525879
	Iteration 0F: 2 clusters Score -1666375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1656271.875000 Penalty: 4729.051758
	Iteration 0F: 3 clusters Score -1656272 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1659970.000000 Penalty: 4729.051758
	Iteration 1F: 3 clusters Score -1659970 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1661104.000000 Penalty: 4729.051758
	Iteration 2F: 3 clusters Score -1661104 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1661903.375000 Penalty: 4729.051758
	Iteration 3F: 3 clusters Score -1661903 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1662537.500000 Penalty: 4729.051758
	Iteration 4F: 3 clusters Score -1662538 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1663175.125000 Penalty: 4729.051758
	Iteration 5F: 3 clusters Score -1663175 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1663842.250000 Penalty: 4729.051758
	Iteration 6F: 3 clusters Score -1663842 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1664524.000000 Penalty: 4729.051758
	Iteration 7F: 3 clusters Score -1664524 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1665062.625000 Penalty: 4729.051758
	Iteration 8Q: 3 clusters Score -1665063 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1665400.375000 Penalty: 4729.051758
	Iteration 9Q: 3 clusters Score -1665400 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1665634.000000 Penalty: 4729.051758
	Iteration 10Q: 3 clusters Score -1665634 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1665831.375000 Penalty: 4729.051758
	Iteration 11Q: 3 clusters Score -1665831 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1666004.625000 Penalty: 4729.051758
	Iteration 12Q: 3 clusters Score -1666005 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1666153.125000 Penalty: 4729.051758
	Iteration 13Q: 3 clusters Score -1666153 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1666275.750000 Penalty: 4729.051758
	Iteration 14Q: 3 clusters Score -1666276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1666356.750000 Penalty: 4729.051758
	Iteration 15Q: 3 clusters Score -1666357 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1666432.750000 Penalty: 4729.051758
	Iteration 16Q: 3 clusters Score -1666433 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1666510.750000 Penalty: 4729.051758
	Iteration 17Q: 3 clusters Score -1666511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1666577.875000 Penalty: 4729.051758
	Iteration 18Q: 3 clusters Score -1666578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1666634.500000 Penalty: 4729.051758
	Iteration 19Q: 3 clusters Score -1666634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1666689.125000 Penalty: 4729.051758
	Iteration 20F: 3 clusters Score -1666689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1666731.750000 Penalty: 4729.051758
	Iteration 21Q: 3 clusters Score -1666732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1666767.500000 Penalty: 4729.051758
	Iteration 22Q: 3 clusters Score -1666768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1666789.750000 Penalty: 4729.051758
	Iteration 23Q: 3 clusters Score -1666790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1666805.625000 Penalty: 4729.051758
	Iteration 24Q: 3 clusters Score -1666806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1666821.750000 Penalty: 4729.051758
	Iteration 25Q: 3 clusters Score -1666822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1666825.125000 Penalty: 4729.051758
	Iteration 26Q: 3 clusters Score -1666825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1666837.375000 Penalty: 4729.051758
	Iteration 27Q: 3 clusters Score -1666837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1666843.625000 Penalty: 4729.051758
	Iteration 28Q: 3 clusters Score -1666844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1666854.500000 Penalty: 4729.051758
	Iteration 29Q: 3 clusters Score -1666854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1666855.500000 Penalty: 4729.051758
	Iteration 30Q: 3 clusters Score -1666856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1666859.750000 Penalty: 4729.051758
	Iteration 31Q: 3 clusters Score -1666860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1666860.000000 Penalty: 4729.051758
	Iteration 32Q: 3 clusters Score -1666860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1666860.500000 Penalty: 4729.051758
	Iteration 33Q: 3 clusters Score -1666860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1666860.375000 Penalty: 4729.051758
	Iteration 34Q: 3 clusters Score -1666860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1666862.250000 Penalty: 4729.051758
	Iteration 35Q: 3 clusters Score -1666862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1666863.875000 Penalty: 4729.051758
	Iteration 36Q: 3 clusters Score -1666864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1666864.375000 Penalty: 4729.051758
	Iteration 37Q: 3 clusters Score -1666864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1666862.500000 Penalty: 4729.051758
	Iteration 38Q: 3 clusters Score -1666862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1666863.125000 Penalty: 4729.051758
	Iteration 39Q: 3 clusters Score -1666863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1666863.625000 Penalty: 4729.051758
	Iteration 40F: 3 clusters Score -1666864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 46902 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 4407 members 
Mstep: Class 34 contains 29174 members 
Mstep: Class 35 contains 3752 members 
Entering Unmasked Estep 
Score: -141895120.000000 Penalty: 121286.406250
Splitting cluster 21 changes total score from -141828608.000000 to -141895120.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (46902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Entering Unmasked Estep 
Score: -5742834.000000 Penalty: 2667.442139
	Iteration 0F: 2 clusters Score -5742834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5711449.000000 Penalty: 5334.884277
	Iteration 0F: 3 clusters Score -5711449 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5724562.000000 Penalty: 5334.884277
	Iteration 1F: 3 clusters Score -5724562 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5727555.000000 Penalty: 5334.884277
	Iteration 2F: 3 clusters Score -5727555 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5731975.500000 Penalty: 5334.884277
	Iteration 3F: 3 clusters Score -5731976 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -5736951.500000 Penalty: 5334.884277
	Iteration 4F: 3 clusters Score -5736952 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -5740453.500000 Penalty: 5334.884277
	Iteration 5F: 3 clusters Score -5740454 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5742236.000000 Penalty: 5334.884277
	Iteration 6F: 3 clusters Score -5742236 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5742921.500000 Penalty: 5334.884277
	Iteration 7Q: 3 clusters Score -5742922 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -5743181.000000 Penalty: 5334.884277
	Iteration 8Q: 3 clusters Score -5743181 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5743291.500000 Penalty: 5334.884277
	Iteration 9Q: 3 clusters Score -5743292 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5743381.500000 Penalty: 5334.884277
	Iteration 10Q: 3 clusters Score -5743382 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -5743449.000000 Penalty: 5334.884277
	Iteration 11Q: 3 clusters Score -5743449 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5743527.000000 Penalty: 5334.884277
	Iteration 12Q: 3 clusters Score -5743527 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5743604.000000 Penalty: 5334.884277
	Iteration 13Q: 3 clusters Score -5743604 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5743659.500000 Penalty: 5334.884277
	Iteration 14Q: 3 clusters Score -5743660 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5743758.000000 Penalty: 5334.884277
	Iteration 15Q: 3 clusters Score -5743758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5743834.000000 Penalty: 5334.884277
	Iteration 16Q: 3 clusters Score -5743834 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5743954.000000 Penalty: 5334.884277
	Iteration 17Q: 3 clusters Score -5743954 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5744200.500000 Penalty: 5334.884277
	Iteration 18Q: 3 clusters Score -5744200 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5744652.000000 Penalty: 5334.884277
	Iteration 19Q: 3 clusters Score -5744652 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -5745009.000000 Penalty: 5334.884277
	Iteration 20F: 3 clusters Score -5745009 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -5745077.000000 Penalty: 5334.884277
	Iteration 21Q: 3 clusters Score -5745077 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5745122.000000 Penalty: 5334.884277
	Iteration 22Q: 3 clusters Score -5745122 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5745158.000000 Penalty: 5334.884277
	Iteration 23Q: 3 clusters Score -5745158 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5745179.500000 Penalty: 5334.884277
	Iteration 24Q: 3 clusters Score -5745180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5745199.500000 Penalty: 5334.884277
	Iteration 25Q: 3 clusters Score -5745200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5745208.500000 Penalty: 5334.884277
	Iteration 26Q: 3 clusters Score -5745208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5745218.000000 Penalty: 5334.884277
	Iteration 27Q: 3 clusters Score -5745218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5745219.500000 Penalty: 5334.884277
	Iteration 28Q: 3 clusters Score -5745220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5745211.000000 Penalty: 5334.884277
	Iteration 29Q: 3 clusters Score -5745211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5745216.000000 Penalty: 5334.884277
	Iteration 30Q: 3 clusters Score -5745216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5745201.500000 Penalty: 5334.884277
	Iteration 31Q: 3 clusters Score -5745202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5745207.500000 Penalty: 5334.884277
	Iteration 32Q: 3 clusters Score -5745208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -5745209.000000 Penalty: 5334.884277
	Iteration 33Q: 3 clusters Score -5745209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5745226.000000 Penalty: 5334.884277
	Iteration 34Q: 3 clusters Score -5745226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5745245.500000 Penalty: 5334.884277
	Iteration 35Q: 3 clusters Score -5745246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5745240.500000 Penalty: 5334.884277
	Iteration 36Q: 3 clusters Score -5745240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5745236.500000 Penalty: 5334.884277
	Iteration 37Q: 3 clusters Score -5745236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5745235.000000 Penalty: 5334.884277
	Iteration 38Q: 3 clusters Score -5745235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5745237.000000 Penalty: 5334.884277
	Iteration 39Q: 3 clusters Score -5745237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5745237.500000 Penalty: 5334.884277
	Iteration 40F: 3 clusters Score -5745238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5745237.500000 Penalty: 5334.884277
	Iteration 41Q: 3 clusters Score -5745238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5745234.500000 Penalty: 5334.884277
	Iteration 42Q: 3 clusters Score -5745234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5745240.000000 Penalty: 5334.884277
	Iteration 43Q: 3 clusters Score -5745240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5745238.000000 Penalty: 5334.884277
	Iteration 44Q: 3 clusters Score -5745238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5745234.500000 Penalty: 5334.884277
	Iteration 45Q: 3 clusters Score -5745234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5745238.500000 Penalty: 5334.884277
	Iteration 46Q: 3 clusters Score -5745238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -5745238.000000 Penalty: 5334.884277
	Iteration 47Q: 3 clusters Score -5745238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5745244.500000 Penalty: 5334.884277
	Iteration 48Q: 3 clusters Score -5745244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -5745251.500000 Penalty: 5334.884277
	Iteration 49Q: 3 clusters Score -5745252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5745247.500000 Penalty: 5334.884277
	Iteration 50Q: 3 clusters Score -5745248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5745239.500000 Penalty: 5334.884277
	Iteration 51Q: 3 clusters Score -5745240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5745243.500000 Penalty: 5334.884277
	Iteration 52Q: 3 clusters Score -5745244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5745243.500000 Penalty: 5334.884277
	Iteration 53Q: 3 clusters Score -5745244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5745240.000000 Penalty: 5334.884277
	Iteration 54Q: 3 clusters Score -5745240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5745241.000000 Penalty: 5334.884277
	Iteration 55Q: 3 clusters Score -5745241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5745245.000000 Penalty: 5334.884277
	Iteration 56Q: 3 clusters Score -5745245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5745245.000000 Penalty: 5334.884277
	Iteration 57F: 3 clusters Score -5745245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 113843 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 4407 members 
Mstep: Class 34 contains 29174 members 
Mstep: Class 35 contains 3752 members 
Mstep: Class 36 contains 43803 members 
Entering Unmasked Estep 
Score: -141896880.000000 Penalty: 124751.734375
Splitting cluster 22 changes total score from -141828608.000000 to -141896880.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (113843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Entering Unmasked Estep 
Score: -14171010.000000 Penalty: 2887.358643
	Iteration 0F: 2 clusters Score -1.417101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -14094871.000000 Penalty: 5774.717285
	Iteration 0F: 3 clusters Score -1.409487e+07 nChanged 54131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -14126333.000000 Penalty: 5774.717285
	Iteration 1F: 3 clusters Score -1.412633e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -14128893.000000 Penalty: 5774.717285
	Iteration 2Q: 3 clusters Score -1.412889e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -14133513.000000 Penalty: 5774.717285
	Iteration 3F: 3 clusters Score -1.413351e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -14141011.000000 Penalty: 5774.717285
	Iteration 4F: 3 clusters Score -1.414101e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -14150619.000000 Penalty: 5774.717285
	Iteration 5F: 3 clusters Score -1.415062e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -14160914.000000 Penalty: 5774.717285
	Iteration 6F: 3 clusters Score -1.416091e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -14169556.000000 Penalty: 5774.717285
	Iteration 7F: 3 clusters Score -1.416956e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -14175442.000000 Penalty: 5774.717285
	Iteration 8Q: 3 clusters Score -1.417544e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -14178543.000000 Penalty: 5774.717285
	Iteration 9Q: 3 clusters Score -1.417854e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -14179598.000000 Penalty: 5774.717285
	Iteration 10Q: 3 clusters Score -1.41796e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -14179977.000000 Penalty: 5774.717285
	Iteration 11Q: 3 clusters Score -1.417998e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -14180051.000000 Penalty: 5774.717285
	Iteration 12Q: 3 clusters Score -1.418005e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -14180063.000000 Penalty: 5774.717285
	Iteration 13Q: 3 clusters Score -1.418006e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -14180070.000000 Penalty: 5774.717285
	Iteration 14Q: 3 clusters Score -1.418007e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -14180080.000000 Penalty: 5774.717285
	Iteration 15Q: 3 clusters Score -1.418008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -14180094.000000 Penalty: 5774.717285
	Iteration 16Q: 3 clusters Score -1.418009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -14180080.000000 Penalty: 5774.717285
	Iteration 17Q: 3 clusters Score -1.418008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
Score: -14180090.000000 Penalty: 5774.717285
	Iteration 18Q: 3 clusters Score -1.418009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -14180089.000000 Penalty: 5774.717285
	Iteration 19Q: 3 clusters Score -1.418009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -14180092.000000 Penalty: 5774.717285
	Iteration 20F: 3 clusters Score -1.418009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -14180102.000000 Penalty: 5774.717285
	Iteration 21Q: 3 clusters Score -1.41801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -14180103.000000 Penalty: 5774.717285
	Iteration 22Q: 3 clusters Score -1.41801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -14180094.000000 Penalty: 5774.717285
	Iteration 23Q: 3 clusters Score -1.418009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -14180094.000000 Penalty: 5774.717285
	Iteration 24Q: 3 clusters Score -1.418009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -14180095.000000 Penalty: 5774.717285
	Iteration 25Q: 3 clusters Score -1.41801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -14180097.000000 Penalty: 5774.717285
	Iteration 26Q: 3 clusters Score -1.41801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -14180097.000000 Penalty: 5774.717285
	Iteration 27F: 3 clusters Score -1.41801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 16766 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 53566 members 
Mstep: Class 29 contains 8707 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 5440 members 
Mstep: Class 33 contains 4407 members 
Mstep: Class 34 contains 29174 members 
Mstep: Class 35 contains 3752 members 
Mstep: Class 36 contains 43803 members 
Mstep: Class 37 contains 97077 members 
Entering Unmasked Estep 
Score: -141905136.000000 Penalty: 128217.054688
Splitting cluster 24 changes total score from -141828608.000000 to -141905136.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70146 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 14875 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 182725 members 
Mstep: Class 11 contains 1350 members 
Mstep: Class 12 contains 186697 members 
Mstep: Class 13 contains 258173 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 14128 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 24 contains 16766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141927264.000000 Penalty: 128217.054688
Iteration 39Q: 38 clusters Score -1.419273e+08 nChanged 32336
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 69933 members 
Mstep: Class 3 contains 32079 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 14854 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 182069 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 183976 members 
Mstep: Class 13 contains 264590 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 7131 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 40329 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 10230 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 1127 members 
Mstep: Class 24 contains 17372 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 2958 members 
Mstep: Class 28 contains 51207 members 
Mstep: Class 29 contains 8720 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 5691 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 28835 members 
Mstep: Class 35 contains 3708 members 
Mstep: Class 36 contains 43163 members 
Mstep: Class 37 contains 94664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141944704.000000 Penalty: 128217.054688
Iteration 40F: 38 clusters Score -1.419447e+08 nChanged 30961
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 31908 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 14663 members 
Mstep: Class 8 contains 16861 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 180649 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 177394 members 
Mstep: Class 13 contains 266897 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 507 members 
Mstep: Class 19 contains 40149 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 3148 members 
Mstep: Class 23 contains 1277 members 
Mstep: Class 24 contains 17407 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 5787 members 
Mstep: Class 27 contains 2897 members 
Mstep: Class 28 contains 51209 members 
Mstep: Class 29 contains 9243 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 530 members 
Mstep: Class 32 contains 6325 members 
Mstep: Class 33 contains 4394 members 
Mstep: Class 34 contains 29484 members 
Mstep: Class 35 contains 3954 members 
Mstep: Class 36 contains 44775 members 
Mstep: Class 37 contains 97740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141951824.000000 Penalty: 128217.054688
Iteration 41Q: 38 clusters Score -1.419518e+08 nChanged 21069
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 68184 members 
Mstep: Class 3 contains 31804 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 11567 members 
Mstep: Class 7 contains 14564 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 21361 members 
Mstep: Class 10 contains 179574 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 171691 members 
Mstep: Class 13 contains 269876 members 
Mstep: Class 14 contains 3733 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13641 members 
Mstep: Class 17 contains 6883 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 39851 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 1400 members 
Mstep: Class 24 contains 17573 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 5913 members 
Mstep: Class 27 contains 2850 members 
Mstep: Class 28 contains 51114 members 
Mstep: Class 29 contains 9718 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 528 members 
Mstep: Class 32 contains 6822 members 
Mstep: Class 33 contains 4405 members 
Mstep: Class 34 contains 29974 members 
Mstep: Class 35 contains 4091 members 
Mstep: Class 36 contains 45783 members 
Mstep: Class 37 contains 99638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141955616.000000 Penalty: 128217.054688
Iteration 42Q: 38 clusters Score -1.419556e+08 nChanged 17314
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 67661 members 
Mstep: Class 3 contains 31751 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 11554 members 
Mstep: Class 7 contains 14527 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 21742 members 
Mstep: Class 10 contains 178626 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 166504 members 
Mstep: Class 13 contains 272866 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 39632 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 1482 members 
Mstep: Class 24 contains 17740 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 51048 members 
Mstep: Class 29 contains 10141 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 526 members 
Mstep: Class 32 contains 7261 members 
Mstep: Class 33 contains 4406 members 
Mstep: Class 34 contains 30279 members 
Mstep: Class 35 contains 4189 members 
Mstep: Class 36 contains 46581 members 
Mstep: Class 37 contains 101082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141958048.000000 Penalty: 128217.054688
Iteration 43Q: 38 clusters Score -1.41958e+08 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 67283 members 
Mstep: Class 3 contains 31632 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 14489 members 
Mstep: Class 8 contains 17148 members 
Mstep: Class 9 contains 22107 members 
Mstep: Class 10 contains 177772 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 161820 members 
Mstep: Class 13 contains 275750 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13554 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39431 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 10096 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 1537 members 
Mstep: Class 24 contains 17898 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6053 members 
Mstep: Class 27 contains 2803 members 
Mstep: Class 28 contains 51056 members 
Mstep: Class 29 contains 10536 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 7652 members 
Mstep: Class 33 contains 4410 members 
Mstep: Class 34 contains 30494 members 
Mstep: Class 35 contains 4266 members 
Mstep: Class 36 contains 47186 members 
Mstep: Class 37 contains 102302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141960144.000000 Penalty: 128217.054688
Iteration 44Q: 38 clusters Score -1.419601e+08 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 67041 members 
Mstep: Class 3 contains 31557 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 11580 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 9 contains 22405 members 
Mstep: Class 10 contains 177033 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 157342 members 
Mstep: Class 13 contains 278773 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13516 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 39256 members 
Mstep: Class 20 contains 6347 members 
Mstep: Class 21 contains 10092 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 18032 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6080 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 51114 members 
Mstep: Class 29 contains 10882 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 8027 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 30617 members 
Mstep: Class 35 contains 4320 members 
Mstep: Class 36 contains 47636 members 
Mstep: Class 37 contains 103297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141962064.000000 Penalty: 128217.054688
Iteration 45Q: 38 clusters Score -1.419621e+08 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 66829 members 
Mstep: Class 3 contains 31500 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 14463 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 22691 members 
Mstep: Class 10 contains 176406 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 153188 members 
Mstep: Class 13 contains 281664 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13476 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 39104 members 
Mstep: Class 20 contains 6401 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 1621 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 2788 members 
Mstep: Class 28 contains 51137 members 
Mstep: Class 29 contains 11192 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 8365 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 30677 members 
Mstep: Class 35 contains 4378 members 
Mstep: Class 36 contains 47973 members 
Mstep: Class 37 contains 104183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141963728.000000 Penalty: 128217.054688
Iteration 46Q: 38 clusters Score -1.419637e+08 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 66676 members 
Mstep: Class 3 contains 31515 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 14450 members 
Mstep: Class 8 contains 17153 members 
Mstep: Class 9 contains 22958 members 
Mstep: Class 10 contains 175867 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 149319 members 
Mstep: Class 13 contains 284352 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 39002 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 1678 members 
Mstep: Class 24 contains 18164 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 2784 members 
Mstep: Class 28 contains 51182 members 
Mstep: Class 29 contains 11483 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 30704 members 
Mstep: Class 35 contains 4432 members 
Mstep: Class 36 contains 48250 members 
Mstep: Class 37 contains 104933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3367.378418 but Gain 3465.320312
Score: -141964944.000000 Penalty: 124751.734375
Iteration 47Q: 37 clusters Score -1.419649e+08 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 66577 members 
Mstep: Class 3 contains 31610 members 
Mstep: Class 4 contains 7808 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 17149 members 
Mstep: Class 9 contains 23221 members 
Mstep: Class 10 contains 175427 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 145852 members 
Mstep: Class 13 contains 288159 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 38930 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 18178 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 51256 members 
Mstep: Class 29 contains 11726 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 8891 members 
Mstep: Class 33 contains 4415 members 
Mstep: Class 34 contains 30681 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 48990 members 
Mstep: Class 37 contains 105683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968512.000000 Penalty: 124751.734375
Iteration 48Q: 37 clusters Score -1.419685e+08 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 66508 members 
Mstep: Class 3 contains 31581 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 11649 members 
Mstep: Class 7 contains 14420 members 
Mstep: Class 8 contains 17137 members 
Mstep: Class 9 contains 23460 members 
Mstep: Class 10 contains 175111 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 142104 members 
Mstep: Class 13 contains 290619 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13372 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 699 members 
Mstep: Class 19 contains 38891 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 1825 members 
Mstep: Class 24 contains 18154 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6141 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 51286 members 
Mstep: Class 29 contains 11965 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9094 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 30642 members 
Mstep: Class 35 contains 4517 members 
Mstep: Class 36 contains 49200 members 
Mstep: Class 37 contains 106424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141968688.000000 Penalty: 124751.734375
Iteration 49Q: 37 clusters Score -1.419687e+08 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 66447 members 
Mstep: Class 3 contains 31576 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 11686 members 
Mstep: Class 7 contains 14416 members 
Mstep: Class 8 contains 17133 members 
Mstep: Class 9 contains 23675 members 
Mstep: Class 10 contains 174848 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 138512 members 
Mstep: Class 13 contains 293087 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13323 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 38875 members 
Mstep: Class 20 contains 6602 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 1917 members 
Mstep: Class 24 contains 18139 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6141 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 51279 members 
Mstep: Class 29 contains 12197 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9240 members 
Mstep: Class 33 contains 4418 members 
Mstep: Class 34 contains 30602 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 49357 members 
Mstep: Class 37 contains 107054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969184.000000 Penalty: 124751.734375
Iteration 50Q: 37 clusters Score -1.419692e+08 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 66410 members 
Mstep: Class 3 contains 31582 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 17126 members 
Mstep: Class 9 contains 23879 members 
Mstep: Class 10 contains 174635 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 135232 members 
Mstep: Class 13 contains 295523 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13271 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 38870 members 
Mstep: Class 20 contains 6638 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 4593 members 
Mstep: Class 23 contains 2004 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6132 members 
Mstep: Class 27 contains 2767 members 
Mstep: Class 28 contains 51277 members 
Mstep: Class 29 contains 12394 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9365 members 
Mstep: Class 33 contains 4419 members 
Mstep: Class 34 contains 30607 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 49449 members 
Mstep: Class 37 contains 107490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969632.000000 Penalty: 124751.734375
Iteration 51Q: 37 clusters Score -1.419696e+08 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 66382 members 
Mstep: Class 3 contains 31612 members 
Mstep: Class 4 contains 7377 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 11734 members 
Mstep: Class 7 contains 14411 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 24075 members 
Mstep: Class 10 contains 174476 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 132112 members 
Mstep: Class 13 contains 297924 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13213 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 38875 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 4695 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 18027 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 2765 members 
Mstep: Class 28 contains 51259 members 
Mstep: Class 29 contains 12565 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9475 members 
Mstep: Class 33 contains 4419 members 
Mstep: Class 34 contains 30603 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 49545 members 
Mstep: Class 37 contains 107832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969504.000000 Penalty: 124751.734375
Iteration 52Q: 37 clusters Score -1.419695e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 66379 members 
Mstep: Class 3 contains 31610 members 
Mstep: Class 4 contains 7266 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 11749 members 
Mstep: Class 7 contains 14407 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 24283 members 
Mstep: Class 10 contains 174306 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 129154 members 
Mstep: Class 13 contains 300248 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13158 members 
Mstep: Class 17 contains 6788 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 38852 members 
Mstep: Class 20 contains 6720 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 4775 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 17969 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 2763 members 
Mstep: Class 28 contains 51281 members 
Mstep: Class 29 contains 12726 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9562 members 
Mstep: Class 33 contains 4421 members 
Mstep: Class 34 contains 30611 members 
Mstep: Class 35 contains 4704 members 
Mstep: Class 36 contains 49640 members 
Mstep: Class 37 contains 108081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969200.000000 Penalty: 124751.734375
Iteration 53Q: 37 clusters Score -1.419692e+08 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 66384 members 
Mstep: Class 3 contains 31626 members 
Mstep: Class 4 contains 7177 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11769 members 
Mstep: Class 7 contains 14399 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 24450 members 
Mstep: Class 10 contains 174104 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 126445 members 
Mstep: Class 13 contains 302391 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13103 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 38833 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 4857 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 2760 members 
Mstep: Class 28 contains 51303 members 
Mstep: Class 29 contains 12880 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9633 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 30606 members 
Mstep: Class 35 contains 4727 members 
Mstep: Class 36 contains 49710 members 
Mstep: Class 37 contains 108357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969248.000000 Penalty: 124751.734375
Iteration 54Q: 37 clusters Score -1.419692e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 66413 members 
Mstep: Class 3 contains 31604 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 14399 members 
Mstep: Class 8 contains 17075 members 
Mstep: Class 9 contains 24596 members 
Mstep: Class 10 contains 173895 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 124002 members 
Mstep: Class 13 contains 304397 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13093 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 38824 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 17833 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 2758 members 
Mstep: Class 28 contains 51338 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9686 members 
Mstep: Class 33 contains 4424 members 
Mstep: Class 34 contains 30633 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 49751 members 
Mstep: Class 37 contains 108561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969680.000000 Penalty: 124751.734375
Iteration 55Q: 37 clusters Score -1.419697e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 66430 members 
Mstep: Class 3 contains 31636 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 14404 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 24751 members 
Mstep: Class 10 contains 173726 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 121747 members 
Mstep: Class 13 contains 306187 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 38834 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 9920 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 17758 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 51393 members 
Mstep: Class 29 contains 13128 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9739 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 30655 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 49798 members 
Mstep: Class 37 contains 108691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969632.000000 Penalty: 124751.734375
Iteration 56Q: 37 clusters Score -1.419696e+08 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 66430 members 
Mstep: Class 3 contains 31666 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11828 members 
Mstep: Class 7 contains 14403 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 24890 members 
Mstep: Class 10 contains 173587 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 119611 members 
Mstep: Class 13 contains 307964 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 38858 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 9894 members 
Mstep: Class 22 contains 5025 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 17704 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6145 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 51443 members 
Mstep: Class 29 contains 13218 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9767 members 
Mstep: Class 33 contains 4427 members 
Mstep: Class 34 contains 30665 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 49815 members 
Mstep: Class 37 contains 108815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969376.000000 Penalty: 124751.734375
Iteration 57Q: 37 clusters Score -1.419694e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 66441 members 
Mstep: Class 3 contains 31675 members 
Mstep: Class 4 contains 6899 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11859 members 
Mstep: Class 7 contains 14405 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 25023 members 
Mstep: Class 10 contains 173435 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 117653 members 
Mstep: Class 13 contains 309523 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13027 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 38897 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 2379 members 
Mstep: Class 24 contains 17663 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6157 members 
Mstep: Class 27 contains 2757 members 
Mstep: Class 28 contains 51499 members 
Mstep: Class 29 contains 13304 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9790 members 
Mstep: Class 33 contains 4428 members 
Mstep: Class 34 contains 30658 members 
Mstep: Class 35 contains 4883 members 
Mstep: Class 36 contains 49848 members 
Mstep: Class 37 contains 108986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969344.000000 Penalty: 124751.734375
Iteration 58Q: 37 clusters Score -1.419693e+08 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 66434 members 
Mstep: Class 3 contains 31681 members 
Mstep: Class 4 contains 6838 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 14412 members 
Mstep: Class 8 contains 17066 members 
Mstep: Class 9 contains 25151 members 
Mstep: Class 10 contains 173284 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 115823 members 
Mstep: Class 13 contains 311047 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 747 members 
Mstep: Class 19 contains 38912 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 2402 members 
Mstep: Class 24 contains 17629 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6166 members 
Mstep: Class 27 contains 2754 members 
Mstep: Class 28 contains 51539 members 
Mstep: Class 29 contains 13388 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9808 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 30660 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 49857 members 
Mstep: Class 37 contains 109147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141969392.000000 Penalty: 124751.734375
Iteration 59Q: 37 clusters Score -1.419694e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 66440 members 
Mstep: Class 3 contains 31693 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 11923 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 17053 members 
Mstep: Class 9 contains 25278 members 
Mstep: Class 10 contains 173127 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 114106 members 
Mstep: Class 13 contains 312404 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 12998 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 38929 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 5110 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 17590 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 2752 members 
Mstep: Class 28 contains 51575 members 
Mstep: Class 29 contains 13455 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 9822 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 30671 members 
Mstep: Class 35 contains 4938 members 
Mstep: Class 36 contains 49854 members 
Mstep: Class 37 contains 109370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970112.000000 Penalty: 124751.734375
Iteration 60F: 37 clusters Score -1.419701e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 66450 members 
Mstep: Class 3 contains 31719 members 
Mstep: Class 4 contains 6752 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 14428 members 
Mstep: Class 8 contains 17048 members 
Mstep: Class 9 contains 25392 members 
Mstep: Class 10 contains 173025 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 112511 members 
Mstep: Class 13 contains 313584 members 
Mstep: Class 15 contains 1133 members 
Mstep: Class 16 contains 13013 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 38844 members 
Mstep: Class 20 contains 7001 members 
Mstep: Class 21 contains 9771 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 17542 members 
Mstep: Class 25 contains 915 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 51612 members 
Mstep: Class 29 contains 13522 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 9815 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30682 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 49856 members 
Mstep: Class 37 contains 109540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141970976.000000 Penalty: 124751.734375
Iteration 61Q: 37 clusters Score -1.41971e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 66433 members 
Mstep: Class 3 contains 31754 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 14434 members 
Mstep: Class 8 contains 17048 members 
Mstep: Class 9 contains 25504 members 
Mstep: Class 10 contains 172882 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 111026 members 
Mstep: Class 13 contains 314691 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13019 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 38773 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 9741 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 17510 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 2747 members 
Mstep: Class 28 contains 51648 members 
Mstep: Class 29 contains 13585 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 9782 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30700 members 
Mstep: Class 35 contains 4985 members 
Mstep: Class 36 contains 49858 members 
Mstep: Class 37 contains 109723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971456.000000 Penalty: 124751.734375
Iteration 62Q: 37 clusters Score -1.419715e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 66423 members 
Mstep: Class 3 contains 31749 members 
Mstep: Class 4 contains 6670 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 12030 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 17046 members 
Mstep: Class 9 contains 25581 members 
Mstep: Class 10 contains 172744 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 109678 members 
Mstep: Class 13 contains 315685 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13020 members 
Mstep: Class 17 contains 6877 members 
Mstep: Class 18 contains 1241 members 
Mstep: Class 19 contains 38705 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 17474 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 2747 members 
Mstep: Class 28 contains 51678 members 
Mstep: Class 29 contains 13666 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 9775 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30694 members 
Mstep: Class 35 contains 5000 members 
Mstep: Class 36 contains 49879 members 
Mstep: Class 37 contains 109980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971760.000000 Penalty: 124751.734375
Iteration 63Q: 37 clusters Score -1.419718e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 66420 members 
Mstep: Class 3 contains 31738 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 14440 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 25652 members 
Mstep: Class 10 contains 172615 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 108477 members 
Mstep: Class 13 contains 316637 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 13014 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 38671 members 
Mstep: Class 20 contains 7067 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 17448 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6181 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 51704 members 
Mstep: Class 29 contains 13728 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9773 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30670 members 
Mstep: Class 35 contains 5015 members 
Mstep: Class 36 contains 49886 members 
Mstep: Class 37 contains 110166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971728.000000 Penalty: 124751.734375
Iteration 64Q: 37 clusters Score -1.419717e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 66400 members 
Mstep: Class 3 contains 31710 members 
Mstep: Class 4 contains 6624 members 
Mstep: Class 5 contains 688 members 
Mstep: Class 6 contains 12081 members 
Mstep: Class 7 contains 14437 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 25702 members 
Mstep: Class 10 contains 172486 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 107370 members 
Mstep: Class 13 contains 317545 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 13016 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 38651 members 
Mstep: Class 20 contains 7092 members 
Mstep: Class 21 contains 9663 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 17419 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 51747 members 
Mstep: Class 29 contains 13790 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9759 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30669 members 
Mstep: Class 35 contains 5027 members 
Mstep: Class 36 contains 49880 members 
Mstep: Class 37 contains 110356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971888.000000 Penalty: 124751.734375
Iteration 65Q: 37 clusters Score -1.419719e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 66386 members 
Mstep: Class 3 contains 31675 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 14437 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 172339 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 106409 members 
Mstep: Class 13 contains 318325 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13019 members 
Mstep: Class 17 contains 6892 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 38663 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 17392 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 51784 members 
Mstep: Class 29 contains 13845 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 5046 members 
Mstep: Class 36 contains 49881 members 
Mstep: Class 37 contains 110573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971776.000000 Penalty: 124751.734375
Iteration 66Q: 37 clusters Score -1.419718e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 66372 members 
Mstep: Class 3 contains 31646 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12143 members 
Mstep: Class 7 contains 14441 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 25776 members 
Mstep: Class 10 contains 172208 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 105550 members 
Mstep: Class 13 contains 319001 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13023 members 
Mstep: Class 17 contains 6902 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 38669 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 9589 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 17360 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6208 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 51820 members 
Mstep: Class 29 contains 13899 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9699 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30631 members 
Mstep: Class 35 contains 5081 members 
Mstep: Class 36 contains 49875 members 
Mstep: Class 37 contains 110771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971520.000000 Penalty: 124751.734375
Iteration 67Q: 37 clusters Score -1.419715e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 66334 members 
Mstep: Class 3 contains 31633 members 
Mstep: Class 4 contains 6578 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 14445 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 25799 members 
Mstep: Class 10 contains 172107 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 104712 members 
Mstep: Class 13 contains 319650 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13023 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 38685 members 
Mstep: Class 20 contains 7177 members 
Mstep: Class 21 contains 9560 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 17335 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6216 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 51860 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9665 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30620 members 
Mstep: Class 35 contains 5102 members 
Mstep: Class 36 contains 49886 members 
Mstep: Class 37 contains 110967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971024.000000 Penalty: 124751.734375
Iteration 68Q: 37 clusters Score -1.41971e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 66296 members 
Mstep: Class 3 contains 31629 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 14448 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 172051 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 103914 members 
Mstep: Class 13 contains 320203 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13032 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 51881 members 
Mstep: Class 29 contains 13990 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9613 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30597 members 
Mstep: Class 35 contains 5108 members 
Mstep: Class 36 contains 49901 members 
Mstep: Class 37 contains 111194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971072.000000 Penalty: 124751.734375
Iteration 69Q: 37 clusters Score -1.419711e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 66279 members 
Mstep: Class 3 contains 31605 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 8 contains 17031 members 
Mstep: Class 9 contains 25852 members 
Mstep: Class 10 contains 171985 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 103160 members 
Mstep: Class 13 contains 320738 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13043 members 
Mstep: Class 17 contains 6934 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 38700 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 17314 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 51908 members 
Mstep: Class 29 contains 14051 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9560 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30568 members 
Mstep: Class 35 contains 5101 members 
Mstep: Class 36 contains 49907 members 
Mstep: Class 37 contains 111426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971072.000000 Penalty: 124751.734375
Iteration 70Q: 37 clusters Score -1.419711e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 66255 members 
Mstep: Class 3 contains 31596 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 14452 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 25882 members 
Mstep: Class 10 contains 171914 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 102443 members 
Mstep: Class 13 contains 321214 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 38709 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 9446 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2598 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 51929 members 
Mstep: Class 29 contains 14130 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9487 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30544 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 49912 members 
Mstep: Class 37 contains 111654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971216.000000 Penalty: 124751.734375
Iteration 71Q: 37 clusters Score -1.419712e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 66225 members 
Mstep: Class 3 contains 31579 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12207 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 25903 members 
Mstep: Class 10 contains 171877 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 101691 members 
Mstep: Class 13 contains 321735 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 38730 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 9411 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 17298 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 51967 members 
Mstep: Class 29 contains 14211 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9403 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 30512 members 
Mstep: Class 35 contains 5055 members 
Mstep: Class 36 contains 49935 members 
Mstep: Class 37 contains 111848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971120.000000 Penalty: 124751.734375
Iteration 72Q: 37 clusters Score -1.419711e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 66216 members 
Mstep: Class 3 contains 31556 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12220 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 25898 members 
Mstep: Class 10 contains 171846 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 100962 members 
Mstep: Class 13 contains 322232 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13057 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 38750 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 17290 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 2743 members 
Mstep: Class 28 contains 52024 members 
Mstep: Class 29 contains 14320 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9319 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30485 members 
Mstep: Class 35 contains 5001 members 
Mstep: Class 36 contains 49962 members 
Mstep: Class 37 contains 112037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971696.000000 Penalty: 124751.734375
Iteration 73Q: 37 clusters Score -1.419717e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 66194 members 
Mstep: Class 3 contains 31543 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12251 members 
Mstep: Class 7 contains 14449 members 
Mstep: Class 8 contains 17020 members 
Mstep: Class 9 contains 25917 members 
Mstep: Class 10 contains 171825 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 100307 members 
Mstep: Class 13 contains 322713 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13059 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 38765 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 9328 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 17284 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 52066 members 
Mstep: Class 29 contains 14448 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9230 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30467 members 
Mstep: Class 35 contains 4918 members 
Mstep: Class 36 contains 49972 members 
Mstep: Class 37 contains 112175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971760.000000 Penalty: 124751.734375
Iteration 74Q: 37 clusters Score -1.419718e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 66194 members 
Mstep: Class 3 contains 31548 members 
Mstep: Class 4 contains 6480 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12260 members 
Mstep: Class 7 contains 14449 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 25938 members 
Mstep: Class 10 contains 171815 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 99738 members 
Mstep: Class 13 contains 323143 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 7065 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 38772 members 
Mstep: Class 20 contains 7419 members 
Mstep: Class 21 contains 9268 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 17276 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6251 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 52089 members 
Mstep: Class 29 contains 14559 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9151 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30439 members 
Mstep: Class 35 contains 4831 members 
Mstep: Class 36 contains 49971 members 
Mstep: Class 37 contains 112324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141971952.000000 Penalty: 124751.734375
Iteration 75Q: 37 clusters Score -1.41972e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 66213 members 
Mstep: Class 3 contains 31572 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12279 members 
Mstep: Class 7 contains 14444 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 25948 members 
Mstep: Class 10 contains 171835 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 99243 members 
Mstep: Class 13 contains 323517 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 38788 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 17272 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 52111 members 
Mstep: Class 29 contains 14595 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9095 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30402 members 
Mstep: Class 35 contains 4749 members 
Mstep: Class 36 contains 49966 members 
Mstep: Class 37 contains 112488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972000.000000 Penalty: 124751.734375
Iteration 76Q: 37 clusters Score -1.41972e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 66258 members 
Mstep: Class 3 contains 31605 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12284 members 
Mstep: Class 7 contains 14433 members 
Mstep: Class 8 contains 17008 members 
Mstep: Class 9 contains 25967 members 
Mstep: Class 10 contains 171866 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 98761 members 
Mstep: Class 13 contains 323857 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13054 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 38799 members 
Mstep: Class 20 contains 7486 members 
Mstep: Class 21 contains 9066 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 17259 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 52122 members 
Mstep: Class 29 contains 14583 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9050 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 30390 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 49959 members 
Mstep: Class 37 contains 112668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972128.000000 Penalty: 124751.734375
Iteration 77Q: 37 clusters Score -1.419721e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 66292 members 
Mstep: Class 3 contains 31620 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12282 members 
Mstep: Class 7 contains 14430 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 171859 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 98309 members 
Mstep: Class 13 contains 324178 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 7082 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 8960 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 17249 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6273 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 52144 members 
Mstep: Class 29 contains 14572 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 9011 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30373 members 
Mstep: Class 35 contains 4718 members 
Mstep: Class 36 contains 49960 members 
Mstep: Class 37 contains 112812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141972064.000000 Penalty: 124751.734375
Iteration 78Q: 37 clusters Score -1.419721e+08 nChanged 1761
Entering ConstructFrom: 
Score: -141972064.000000 Penalty: 124751.734375
Entering ConstructFrom: 
Trying to split cluster 1 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -898983.875000 Penalty: 2208.987305
	Iteration 0F: 2 clusters Score -898983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -892933.062500 Penalty: 4417.974609
	Iteration 0F: 3 clusters Score -892933.1 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -894607.687500 Penalty: 4417.974609
	Iteration 1F: 3 clusters Score -894607.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -894938.875000 Penalty: 4417.974609
	Iteration 2F: 3 clusters Score -894938.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -895178.500000 Penalty: 4417.974609
	Iteration 3F: 3 clusters Score -895178.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -895412.750000 Penalty: 4417.974609
	Iteration 4Q: 3 clusters Score -895412.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -895661.312500 Penalty: 4417.974609
	Iteration 5Q: 3 clusters Score -895661.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -895971.000000 Penalty: 4417.974609
	Iteration 6Q: 3 clusters Score -895971 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -896269.875000 Penalty: 4417.974609
	Iteration 7F: 3 clusters Score -896269.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -896537.937500 Penalty: 4417.974609
	Iteration 8Q: 3 clusters Score -896537.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -896731.375000 Penalty: 4417.974609
	Iteration 9Q: 3 clusters Score -896731.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -896921.437500 Penalty: 4417.974609
	Iteration 10Q: 3 clusters Score -896921.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -897099.375000 Penalty: 4417.974609
	Iteration 11Q: 3 clusters Score -897099.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -897238.312500 Penalty: 4417.974609
	Iteration 12Q: 3 clusters Score -897238.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -897348.000000 Penalty: 4417.974609
	Iteration 13Q: 3 clusters Score -897348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -897428.250000 Penalty: 4417.974609
	Iteration 14Q: 3 clusters Score -897428.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -897503.875000 Penalty: 4417.974609
	Iteration 15Q: 3 clusters Score -897503.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -897564.687500 Penalty: 4417.974609
	Iteration 16Q: 3 clusters Score -897564.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -897614.000000 Penalty: 4417.974609
	Iteration 17Q: 3 clusters Score -897614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -897651.062500 Penalty: 4417.974609
	Iteration 18Q: 3 clusters Score -897651.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -897687.125000 Penalty: 4417.974609
	Iteration 19Q: 3 clusters Score -897687.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -897715.562500 Penalty: 4417.974609
	Iteration 20F: 3 clusters Score -897715.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -897747.687500 Penalty: 4417.974609
	Iteration 21Q: 3 clusters Score -897747.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -897784.000000 Penalty: 4417.974609
	Iteration 22Q: 3 clusters Score -897784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -897820.875000 Penalty: 4417.974609
	Iteration 23Q: 3 clusters Score -897820.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -897861.250000 Penalty: 4417.974609
	Iteration 24Q: 3 clusters Score -897861.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -897900.187500 Penalty: 4417.974609
	Iteration 25Q: 3 clusters Score -897900.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -897934.312500 Penalty: 4417.974609
	Iteration 26Q: 3 clusters Score -897934.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -897964.312500 Penalty: 4417.974609
	Iteration 27Q: 3 clusters Score -897964.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -897986.750000 Penalty: 4417.974609
	Iteration 28Q: 3 clusters Score -897986.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -898005.250000 Penalty: 4417.974609
	Iteration 29Q: 3 clusters Score -898005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -898014.937500 Penalty: 4417.974609
	Iteration 30Q: 3 clusters Score -898014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -898029.375000 Penalty: 4417.974609
	Iteration 31Q: 3 clusters Score -898029.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -898040.187500 Penalty: 4417.974609
	Iteration 32Q: 3 clusters Score -898040.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -898051.125000 Penalty: 4417.974609
	Iteration 33Q: 3 clusters Score -898051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -898056.437500 Penalty: 4417.974609
	Iteration 34Q: 3 clusters Score -898056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -898059.250000 Penalty: 4417.974609
	Iteration 35Q: 3 clusters Score -898059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -898067.062500 Penalty: 4417.974609
	Iteration 36Q: 3 clusters Score -898067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -898071.500000 Penalty: 4417.974609
	Iteration 37Q: 3 clusters Score -898071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -898079.000000 Penalty: 4417.974609
	Iteration 38Q: 3 clusters Score -898079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -898082.687500 Penalty: 4417.974609
	Iteration 39Q: 3 clusters Score -898082.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -898088.500000 Penalty: 4417.974609
	Iteration 40F: 3 clusters Score -898088.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -898096.937500 Penalty: 4417.974609
	Iteration 41Q: 3 clusters Score -898096.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -898103.000000 Penalty: 4417.974609
	Iteration 42Q: 3 clusters Score -898103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -898111.062500 Penalty: 4417.974609
	Iteration 43Q: 3 clusters Score -898111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -898117.000000 Penalty: 4417.974609
	Iteration 44Q: 3 clusters Score -898117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -898122.687500 Penalty: 4417.974609
	Iteration 45Q: 3 clusters Score -898122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -898127.750000 Penalty: 4417.974609
	Iteration 46Q: 3 clusters Score -898127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -898129.375000 Penalty: 4417.974609
	Iteration 47Q: 3 clusters Score -898129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -898132.437500 Penalty: 4417.974609
	Iteration 48Q: 3 clusters Score -898132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -898132.750000 Penalty: 4417.974609
	Iteration 49Q: 3 clusters Score -898132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -898134.687500 Penalty: 4417.974609
	Iteration 50Q: 3 clusters Score -898134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -898134.625000 Penalty: 4417.974609
	Iteration 51Q: 3 clusters Score -898134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -898137.937500 Penalty: 4417.974609
	Iteration 52Q: 3 clusters Score -898137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -898138.000000 Penalty: 4417.974609
	Iteration 53Q: 3 clusters Score -898138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -898136.750000 Penalty: 4417.974609
	Iteration 54Q: 3 clusters Score -898136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -898140.125000 Penalty: 4417.974609
	Iteration 55Q: 3 clusters Score -898140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -898142.625000 Penalty: 4417.974609
	Iteration 56Q: 3 clusters Score -898142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -898142.625000 Penalty: 4417.974609
	Iteration 57Q: 3 clusters Score -898142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -898143.937500 Penalty: 4417.974609
	Iteration 58Q: 3 clusters Score -898143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -898143.875000 Penalty: 4417.974609
	Iteration 59Q: 3 clusters Score -898143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -898146.187500 Penalty: 4417.974609
	Iteration 60F: 3 clusters Score -898146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Entering Unmasked Estep 
Score: -8186311.500000 Penalty: 2753.312500
	Iteration 0F: 2 clusters Score -8186312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -8141778.000000 Penalty: 5506.625000
	Iteration 0F: 3 clusters Score -8141778 nChanged 31135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8159647.000000 Penalty: 5506.625000
	Iteration 1F: 3 clusters Score -8159647 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -8160583.000000 Penalty: 5506.625000
	Iteration 2Q: 3 clusters Score -8160583 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8161611.500000 Penalty: 5506.625000
	Iteration 3Q: 3 clusters Score -8161612 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -8162930.500000 Penalty: 5506.625000
	Iteration 4Q: 3 clusters Score -8162930 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -8164633.500000 Penalty: 5506.625000
	Iteration 5Q: 3 clusters Score -8164634 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -8166824.000000 Penalty: 5506.625000
	Iteration 6F: 3 clusters Score -8166824 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -8169371.000000 Penalty: 5506.625000
	Iteration 7F: 3 clusters Score -8169371 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -8171841.500000 Penalty: 5506.625000
	Iteration 8F: 3 clusters Score -8171842 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -8173668.500000 Penalty: 5506.625000
	Iteration 9Q: 3 clusters Score -8173668 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8174725.000000 Penalty: 5506.625000
	Iteration 10Q: 3 clusters Score -8174725 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -8175292.000000 Penalty: 5506.625000
	Iteration 11Q: 3 clusters Score -8175292 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8175700.500000 Penalty: 5506.625000
	Iteration 12Q: 3 clusters Score -8175700 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8175913.500000 Penalty: 5506.625000
	Iteration 13Q: 3 clusters Score -8175914 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8176154.000000 Penalty: 5506.625000
	Iteration 14Q: 3 clusters Score -8176154 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8176393.000000 Penalty: 5506.625000
	Iteration 15Q: 3 clusters Score -8176393 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8176590.500000 Penalty: 5506.625000
	Iteration 16Q: 3 clusters Score -8176590 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8176806.000000 Penalty: 5506.625000
	Iteration 17Q: 3 clusters Score -8176806 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8177019.500000 Penalty: 5506.625000
	Iteration 18Q: 3 clusters Score -8177020 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8177212.000000 Penalty: 5506.625000
	Iteration 19Q: 3 clusters Score -8177212 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8177421.000000 Penalty: 5506.625000
	Iteration 20F: 3 clusters Score -8177421 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8177593.000000 Penalty: 5506.625000
	Iteration 21Q: 3 clusters Score -8177593 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8177731.500000 Penalty: 5506.625000
	Iteration 22Q: 3 clusters Score -8177732 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8177865.500000 Penalty: 5506.625000
	Iteration 23Q: 3 clusters Score -8177866 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8177966.000000 Penalty: 5506.625000
	Iteration 24Q: 3 clusters Score -8177966 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8178064.000000 Penalty: 5506.625000
	Iteration 25Q: 3 clusters Score -8178064 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -8178158.500000 Penalty: 5506.625000
	Iteration 26Q: 3 clusters Score -8178158 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8178234.500000 Penalty: 5506.625000
	Iteration 27Q: 3 clusters Score -8178234 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8178284.500000 Penalty: 5506.625000
	Iteration 28Q: 3 clusters Score -8178284 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8178368.000000 Penalty: 5506.625000
	Iteration 29Q: 3 clusters Score -8178368 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8178457.000000 Penalty: 5506.625000
	Iteration 30Q: 3 clusters Score -8178457 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -8178518.500000 Penalty: 5506.625000
	Iteration 31Q: 3 clusters Score -8178518 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8178553.000000 Penalty: 5506.625000
	Iteration 32Q: 3 clusters Score -8178553 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -8178627.000000 Penalty: 5506.625000
	Iteration 33Q: 3 clusters Score -8178627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -8178680.500000 Penalty: 5506.625000
	Iteration 34Q: 3 clusters Score -8178680 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -8178719.000000 Penalty: 5506.625000
	Iteration 35Q: 3 clusters Score -8178719 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -8178731.500000 Penalty: 5506.625000
	Iteration 36Q: 3 clusters Score -8178732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -8178785.000000 Penalty: 5506.625000
	Iteration 37Q: 3 clusters Score -8178785 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -8178815.000000 Penalty: 5506.625000
	Iteration 38Q: 3 clusters Score -8178815 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -8178864.500000 Penalty: 5506.625000
	Iteration 39Q: 3 clusters Score -8178864 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8178907.500000 Penalty: 5506.625000
	Iteration 40F: 3 clusters Score -8178908 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -8178937.500000 Penalty: 5506.625000
	Iteration 41Q: 3 clusters Score -8178938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -8178949.000000 Penalty: 5506.625000
	Iteration 42Q: 3 clusters Score -8178949 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8178996.500000 Penalty: 5506.625000
	Iteration 43Q: 3 clusters Score -8178996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -8179048.000000 Penalty: 5506.625000
	Iteration 44Q: 3 clusters Score -8179048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -8179068.500000 Penalty: 5506.625000
	Iteration 45Q: 3 clusters Score -8179068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -8179088.500000 Penalty: 5506.625000
	Iteration 46Q: 3 clusters Score -8179088 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -8179099.000000 Penalty: 5506.625000
	Iteration 47Q: 3 clusters Score -8179099 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -8179136.500000 Penalty: 5506.625000
	Iteration 48Q: 3 clusters Score -8179136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -8179190.000000 Penalty: 5506.625000
	Iteration 49Q: 3 clusters Score -8179190 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -8179276.500000 Penalty: 5506.625000
	Iteration 50Q: 3 clusters Score -8179276 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -8179318.500000 Penalty: 5506.625000
	Iteration 51Q: 3 clusters Score -8179318 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -8179402.000000 Penalty: 5506.625000
	Iteration 52Q: 3 clusters Score -8179402 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -8179461.500000 Penalty: 5506.625000
	Iteration 53Q: 3 clusters Score -8179462 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -8179545.000000 Penalty: 5506.625000
	Iteration 54Q: 3 clusters Score -8179545 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -8179632.500000 Penalty: 5506.625000
	Iteration 55Q: 3 clusters Score -8179632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -8179684.500000 Penalty: 5506.625000
	Iteration 56Q: 3 clusters Score -8179684 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -8179814.000000 Penalty: 5506.625000
	Iteration 57Q: 3 clusters Score -8179814 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -8179959.500000 Penalty: 5506.625000
	Iteration 58Q: 3 clusters Score -8179960 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -8180078.500000 Penalty: 5506.625000
	Iteration 59Q: 3 clusters Score -8180078 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -8180259.000000 Penalty: 5506.625000
	Iteration 60F: 3 clusters Score -8180259 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -8180448.000000 Penalty: 5506.625000
	Iteration 61Q: 3 clusters Score -8180448 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -8180653.500000 Penalty: 5506.625000
	Iteration 62Q: 3 clusters Score -8180654 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -8180882.000000 Penalty: 5506.625000
	Iteration 63Q: 3 clusters Score -8180882 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -8181129.500000 Penalty: 5506.625000
	Iteration 64Q: 3 clusters Score -8181130 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -8181405.000000 Penalty: 5506.625000
	Iteration 65Q: 3 clusters Score -8181405 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -8181769.000000 Penalty: 5506.625000
	Iteration 66Q: 3 clusters Score -8181769 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -8182164.500000 Penalty: 5506.625000
	Iteration 67Q: 3 clusters Score -8182164 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -8182486.500000 Penalty: 5506.625000
	Iteration 68Q: 3 clusters Score -8182486 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -8182874.500000 Penalty: 5506.625000
	Iteration 69Q: 3 clusters Score -8182874 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -8183273.000000 Penalty: 5506.625000
	Iteration 70Q: 3 clusters Score -8183273 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -8183602.500000 Penalty: 5506.625000
	Iteration 71Q: 3 clusters Score -8183602 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -8183969.500000 Penalty: 5506.625000
	Iteration 72Q: 3 clusters Score -8183970 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -8184309.500000 Penalty: 5506.625000
	Iteration 73Q: 3 clusters Score -8184310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8184553.000000 Penalty: 5506.625000
	Iteration 74Q: 3 clusters Score -8184553 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -8184714.500000 Penalty: 5506.625000
	Iteration 75Q: 3 clusters Score -8184714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8184804.000000 Penalty: 5506.625000
	Iteration 76Q: 3 clusters Score -8184804 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -8184852.000000 Penalty: 5506.625000
	Iteration 77Q: 3 clusters Score -8184852 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -8184879.000000 Penalty: 5506.625000
	Iteration 78Q: 3 clusters Score -8184879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -8184925.500000 Penalty: 5506.625000
	Iteration 79Q: 3 clusters Score -8184926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -8184974.000000 Penalty: 5506.625000
	Iteration 80F: 3 clusters Score -8184974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -8185002.000000 Penalty: 5506.625000
	Iteration 81Q: 3 clusters Score -8185002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -8185011.500000 Penalty: 5506.625000
	Iteration 82Q: 3 clusters Score -8185012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -8185037.000000 Penalty: 5506.625000
	Iteration 83Q: 3 clusters Score -8185037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -8185049.500000 Penalty: 5506.625000
	Iteration 84Q: 3 clusters Score -8185050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -8185066.500000 Penalty: 5506.625000
	Iteration 85Q: 3 clusters Score -8185066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -8185083.000000 Penalty: 5506.625000
	Iteration 86Q: 3 clusters Score -8185083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -8185077.500000 Penalty: 5506.625000
	Iteration 87Q: 3 clusters Score -8185078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -8185081.500000 Penalty: 5506.625000
	Iteration 88Q: 3 clusters Score -8185082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -8185077.000000 Penalty: 5506.625000
	Iteration 89Q: 3 clusters Score -8185077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -8185079.000000 Penalty: 5506.625000
	Iteration 90Q: 3 clusters Score -8185079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -8185080.500000 Penalty: 5506.625000
	Iteration 91Q: 3 clusters Score -8185080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -8185093.500000 Penalty: 5506.625000
	Iteration 92Q: 3 clusters Score -8185094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -8185104.000000 Penalty: 5506.625000
	Iteration 93Q: 3 clusters Score -8185104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -8185095.000000 Penalty: 5506.625000
	Iteration 94Q: 3 clusters Score -8185095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -8185093.000000 Penalty: 5506.625000
	Iteration 95Q: 3 clusters Score -8185093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -8185095.500000 Penalty: 5506.625000
	Iteration 96Q: 3 clusters Score -8185096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -8185089.500000 Penalty: 5506.625000
	Iteration 97Q: 3 clusters Score -8185090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -8185093.000000 Penalty: 5506.625000
	Iteration 98Q: 3 clusters Score -8185093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -8185095.500000 Penalty: 5506.625000
	Iteration 99Q: 3 clusters Score -8185096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -8185095.500000 Penalty: 5506.625000
	Iteration 100F: 3 clusters Score -8185096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -8185101.500000 Penalty: 5506.625000
	Iteration 101Q: 3 clusters Score -8185102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -8185094.000000 Penalty: 5506.625000
	Iteration 102Q: 3 clusters Score -8185094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8185096.500000 Penalty: 5506.625000
	Iteration 103Q: 3 clusters Score -8185096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -8185099.500000 Penalty: 5506.625000
	Iteration 104Q: 3 clusters Score -8185100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8185099.500000 Penalty: 5506.625000
	Iteration 105Q: 3 clusters Score -8185100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -8185096.500000 Penalty: 5506.625000
	Iteration 106Q: 3 clusters Score -8185096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -8185096.500000 Penalty: 5506.625000
	Iteration 107F: 3 clusters Score -8185096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Entering Unmasked Estep 
Score: -3702473.500000 Penalty: 2569.647461
	Iteration 0F: 2 clusters Score -3702474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3680708.000000 Penalty: 5139.294922
	Iteration 0F: 3 clusters Score -3680708 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3688973.250000 Penalty: 5139.294922
	Iteration 1F: 3 clusters Score -3688973 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3689686.250000 Penalty: 5139.294922
	Iteration 2F: 3 clusters Score -3689686 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3690418.250000 Penalty: 5139.294922
	Iteration 3F: 3 clusters Score -3690418 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3691157.750000 Penalty: 5139.294922
	Iteration 4F: 3 clusters Score -3691158 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3692077.750000 Penalty: 5139.294922
	Iteration 5F: 3 clusters Score -3692078 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3693115.750000 Penalty: 5139.294922
	Iteration 6F: 3 clusters Score -3693116 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3694225.500000 Penalty: 5139.294922
	Iteration 7F: 3 clusters Score -3694226 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3695318.500000 Penalty: 5139.294922
	Iteration 8F: 3 clusters Score -3695318 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3696260.500000 Penalty: 5139.294922
	Iteration 9F: 3 clusters Score -3696260 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3697027.000000 Penalty: 5139.294922
	Iteration 10Q: 3 clusters Score -3697027 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3697605.750000 Penalty: 5139.294922
	Iteration 11Q: 3 clusters Score -3697606 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3698065.250000 Penalty: 5139.294922
	Iteration 12Q: 3 clusters Score -3698065 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3698405.750000 Penalty: 5139.294922
	Iteration 13Q: 3 clusters Score -3698406 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3698644.250000 Penalty: 5139.294922
	Iteration 14Q: 3 clusters Score -3698644 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3698790.000000 Penalty: 5139.294922
	Iteration 15Q: 3 clusters Score -3698790 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3698912.250000 Penalty: 5139.294922
	Iteration 16Q: 3 clusters Score -3698912 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3698999.000000 Penalty: 5139.294922
	Iteration 17Q: 3 clusters Score -3698999 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3699081.000000 Penalty: 5139.294922
	Iteration 18Q: 3 clusters Score -3699081 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3699147.500000 Penalty: 5139.294922
	Iteration 19Q: 3 clusters Score -3699148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3699194.000000 Penalty: 5139.294922
	Iteration 20F: 3 clusters Score -3699194 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3699228.500000 Penalty: 5139.294922
	Iteration 21Q: 3 clusters Score -3699228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3699266.750000 Penalty: 5139.294922
	Iteration 22Q: 3 clusters Score -3699267 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3699312.250000 Penalty: 5139.294922
	Iteration 23Q: 3 clusters Score -3699312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3699330.750000 Penalty: 5139.294922
	Iteration 24Q: 3 clusters Score -3699331 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3699344.750000 Penalty: 5139.294922
	Iteration 25Q: 3 clusters Score -3699345 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3699358.500000 Penalty: 5139.294922
	Iteration 26Q: 3 clusters Score -3699358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3699381.500000 Penalty: 5139.294922
	Iteration 27Q: 3 clusters Score -3699382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3699391.000000 Penalty: 5139.294922
	Iteration 28Q: 3 clusters Score -3699391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3699409.750000 Penalty: 5139.294922
	Iteration 29Q: 3 clusters Score -3699410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3699401.250000 Penalty: 5139.294922
	Iteration 30Q: 3 clusters Score -3699401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3699399.500000 Penalty: 5139.294922
	Iteration 31Q: 3 clusters Score -3699400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3699405.500000 Penalty: 5139.294922
	Iteration 32Q: 3 clusters Score -3699406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3699407.750000 Penalty: 5139.294922
	Iteration 33Q: 3 clusters Score -3699408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3699410.000000 Penalty: 5139.294922
	Iteration 34Q: 3 clusters Score -3699410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3699416.000000 Penalty: 5139.294922
	Iteration 35Q: 3 clusters Score -3699416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3699419.000000 Penalty: 5139.294922
	Iteration 36Q: 3 clusters Score -3699419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3699429.750000 Penalty: 5139.294922
	Iteration 37Q: 3 clusters Score -3699430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3699432.750000 Penalty: 5139.294922
	Iteration 38Q: 3 clusters Score -3699433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3699429.250000 Penalty: 5139.294922
	Iteration 39Q: 3 clusters Score -3699429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3699427.500000 Penalty: 5139.294922
	Iteration 40F: 3 clusters Score -3699428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3699421.750000 Penalty: 5139.294922
	Iteration 41Q: 3 clusters Score -3699422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3699427.500000 Penalty: 5139.294922
	Iteration 42Q: 3 clusters Score -3699428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3699434.750000 Penalty: 5139.294922
	Iteration 43Q: 3 clusters Score -3699435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3699430.750000 Penalty: 5139.294922
	Iteration 44Q: 3 clusters Score -3699431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3699432.750000 Penalty: 5139.294922
	Iteration 45Q: 3 clusters Score -3699433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3699432.750000 Penalty: 5139.294922
	Iteration 46Q: 3 clusters Score -3699433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3699431.500000 Penalty: 5139.294922
	Iteration 47Q: 3 clusters Score -3699432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3699427.500000 Penalty: 5139.294922
	Iteration 48Q: 3 clusters Score -3699428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3699433.750000 Penalty: 5139.294922
	Iteration 49Q: 3 clusters Score -3699434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3699430.750000 Penalty: 5139.294922
	Iteration 50Q: 3 clusters Score -3699431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3699433.500000 Penalty: 5139.294922
	Iteration 51Q: 3 clusters Score -3699434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3699438.000000 Penalty: 5139.294922
	Iteration 52Q: 3 clusters Score -3699438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3699435.500000 Penalty: 5139.294922
	Iteration 53Q: 3 clusters Score -3699436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3699434.000000 Penalty: 5139.294922
	Iteration 54Q: 3 clusters Score -3699434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3699443.750000 Penalty: 5139.294922
	Iteration 55Q: 3 clusters Score -3699444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3699445.750000 Penalty: 5139.294922
	Iteration 56Q: 3 clusters Score -3699446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3699448.250000 Penalty: 5139.294922
	Iteration 57Q: 3 clusters Score -3699448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3699449.500000 Penalty: 5139.294922
	Iteration 58Q: 3 clusters Score -3699450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3699442.500000 Penalty: 5139.294922
	Iteration 59Q: 3 clusters Score -3699442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3699452.000000 Penalty: 5139.294922
	Iteration 60F: 3 clusters Score -3699452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3699446.750000 Penalty: 5139.294922
	Iteration 61Q: 3 clusters Score -3699447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3699446.500000 Penalty: 5139.294922
	Iteration 62Q: 3 clusters Score -3699446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3699445.000000 Penalty: 5139.294922
	Iteration 63Q: 3 clusters Score -3699445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3699441.000000 Penalty: 5139.294922
	Iteration 64Q: 3 clusters Score -3699441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3699441.500000 Penalty: 5139.294922
	Iteration 65Q: 3 clusters Score -3699442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3699438.750000 Penalty: 5139.294922
	Iteration 66Q: 3 clusters Score -3699439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3699440.750000 Penalty: 5139.294922
	Iteration 67Q: 3 clusters Score -3699441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3699438.250000 Penalty: 5139.294922
	Iteration 68Q: 3 clusters Score -3699438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3699439.000000 Penalty: 5139.294922
	Iteration 69Q: 3 clusters Score -3699439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3699439.750000 Penalty: 5139.294922
	Iteration 70Q: 3 clusters Score -3699440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3699439.250000 Penalty: 5139.294922
	Iteration 71Q: 3 clusters Score -3699439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3699441.750000 Penalty: 5139.294922
	Iteration 72Q: 3 clusters Score -3699442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3699439.750000 Penalty: 5139.294922
	Iteration 73Q: 3 clusters Score -3699440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3699437.250000 Penalty: 5139.294922
	Iteration 74Q: 3 clusters Score -3699437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3699439.000000 Penalty: 5139.294922
	Iteration 75Q: 3 clusters Score -3699439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3699438.250000 Penalty: 5139.294922
	Iteration 76Q: 3 clusters Score -3699438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3699438.750000 Penalty: 5139.294922
	Iteration 77Q: 3 clusters Score -3699439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3699438.750000 Penalty: 5139.294922
	Iteration 78F: 3 clusters Score -3699439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -738119.625000 Penalty: 2175.107422
	Iteration 0F: 2 clusters Score -738119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -732774.500000 Penalty: 4350.214844
	Iteration 0F: 3 clusters Score -732774.5 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -734254.937500 Penalty: 4350.214844
	Iteration 1F: 3 clusters Score -734254.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -734633.875000 Penalty: 4350.214844
	Iteration 2F: 3 clusters Score -734633.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -734915.875000 Penalty: 4350.214844
	Iteration 3F: 3 clusters Score -734915.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -735177.750000 Penalty: 4350.214844
	Iteration 4F: 3 clusters Score -735177.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -735488.187500 Penalty: 4350.214844
	Iteration 5F: 3 clusters Score -735488.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -735813.187500 Penalty: 4350.214844
	Iteration 6F: 3 clusters Score -735813.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -736087.937500 Penalty: 4350.214844
	Iteration 7Q: 3 clusters Score -736087.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -736297.937500 Penalty: 4350.214844
	Iteration 8Q: 3 clusters Score -736297.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -736476.062500 Penalty: 4350.214844
	Iteration 9Q: 3 clusters Score -736476.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -736607.250000 Penalty: 4350.214844
	Iteration 10Q: 3 clusters Score -736607.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -736726.812500 Penalty: 4350.214844
	Iteration 11Q: 3 clusters Score -736726.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -736820.812500 Penalty: 4350.214844
	Iteration 12Q: 3 clusters Score -736820.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -736882.687500 Penalty: 4350.214844
	Iteration 13Q: 3 clusters Score -736882.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -736945.937500 Penalty: 4350.214844
	Iteration 14Q: 3 clusters Score -736945.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -736997.875000 Penalty: 4350.214844
	Iteration 15Q: 3 clusters Score -736997.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -737065.187500 Penalty: 4350.214844
	Iteration 16Q: 3 clusters Score -737065.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -737117.875000 Penalty: 4350.214844
	Iteration 17Q: 3 clusters Score -737117.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -737155.812500 Penalty: 4350.214844
	Iteration 18Q: 3 clusters Score -737155.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -737183.187500 Penalty: 4350.214844
	Iteration 19Q: 3 clusters Score -737183.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -737206.500000 Penalty: 4350.214844
	Iteration 20F: 3 clusters Score -737206.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -737221.625000 Penalty: 4350.214844
	Iteration 21Q: 3 clusters Score -737221.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -737236.812500 Penalty: 4350.214844
	Iteration 22Q: 3 clusters Score -737236.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -737245.687500 Penalty: 4350.214844
	Iteration 23Q: 3 clusters Score -737245.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -737254.375000 Penalty: 4350.214844
	Iteration 24Q: 3 clusters Score -737254.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -737264.062500 Penalty: 4350.214844
	Iteration 25Q: 3 clusters Score -737264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -737269.937500 Penalty: 4350.214844
	Iteration 26Q: 3 clusters Score -737269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -737275.812500 Penalty: 4350.214844
	Iteration 27Q: 3 clusters Score -737275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -737290.812500 Penalty: 4350.214844
	Iteration 28Q: 3 clusters Score -737290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -737295.250000 Penalty: 4350.214844
	Iteration 29Q: 3 clusters Score -737295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -737299.000000 Penalty: 4350.214844
	Iteration 30Q: 3 clusters Score -737299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -737304.937500 Penalty: 4350.214844
	Iteration 31Q: 3 clusters Score -737304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -737313.875000 Penalty: 4350.214844
	Iteration 32Q: 3 clusters Score -737313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -737316.812500 Penalty: 4350.214844
	Iteration 33Q: 3 clusters Score -737316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -737322.687500 Penalty: 4350.214844
	Iteration 34Q: 3 clusters Score -737322.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -737325.562500 Penalty: 4350.214844
	Iteration 35Q: 3 clusters Score -737325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -737330.875000 Penalty: 4350.214844
	Iteration 36Q: 3 clusters Score -737330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -737339.062500 Penalty: 4350.214844
	Iteration 37Q: 3 clusters Score -737339.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -737349.687500 Penalty: 4350.214844
	Iteration 38Q: 3 clusters Score -737349.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -737357.062500 Penalty: 4350.214844
	Iteration 39Q: 3 clusters Score -737357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -737363.750000 Penalty: 4350.214844
	Iteration 40F: 3 clusters Score -737363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -737369.625000 Penalty: 4350.214844
	Iteration 41Q: 3 clusters Score -737369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -737376.062500 Penalty: 4350.214844
	Iteration 42Q: 3 clusters Score -737376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -737380.875000 Penalty: 4350.214844
	Iteration 43Q: 3 clusters Score -737380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -737382.875000 Penalty: 4350.214844
	Iteration 44Q: 3 clusters Score -737382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -737385.687500 Penalty: 4350.214844
	Iteration 45Q: 3 clusters Score -737385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -737388.937500 Penalty: 4350.214844
	Iteration 46Q: 3 clusters Score -737388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -737389.625000 Penalty: 4350.214844
	Iteration 47Q: 3 clusters Score -737389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -737389.375000 Penalty: 4350.214844
	Iteration 48Q: 3 clusters Score -737389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -737389.437500 Penalty: 4350.214844
	Iteration 49Q: 3 clusters Score -737389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -737390.000000 Penalty: 4350.214844
	Iteration 50Q: 3 clusters Score -737390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -737390.000000 Penalty: 4350.214844
	Iteration 51F: 3 clusters Score -737390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -68463.593750 Penalty: 1620.739746
	Iteration 0F: 2 clusters Score -68463.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67004.132812 Penalty: 3241.479492
	Iteration 0F: 3 clusters Score -67004.13 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67730.242188 Penalty: 3241.479492
	Iteration 1F: 3 clusters Score -67730.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68273.132812 Penalty: 3241.479492
	Iteration 2F: 3 clusters Score -68273.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68555.945312 Penalty: 3241.479492
	Iteration 3F: 3 clusters Score -68555.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68812.250000 Penalty: 3241.479492
	Iteration 4Q: 3 clusters Score -68812.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69000.734375 Penalty: 3241.479492
	Iteration 5Q: 3 clusters Score -69000.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69057.968750 Penalty: 3241.479492
	Iteration 6Q: 3 clusters Score -69057.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69111.679688 Penalty: 3241.479492
	Iteration 7Q: 3 clusters Score -69111.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69274.281250 Penalty: 3241.479492
	Iteration 8Q: 3 clusters Score -69274.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69399.437500 Penalty: 3241.479492
	Iteration 9Q: 3 clusters Score -69399.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69434.679688 Penalty: 3241.479492
	Iteration 10Q: 3 clusters Score -69434.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69436.664062 Penalty: 3241.479492
	Iteration 11Q: 3 clusters Score -69436.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69436.664062 Penalty: 3241.479492
	Iteration 12F: 3 clusters Score -69436.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 17006 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Entering Unmasked Estep 
Score: -141971312.000000 Penalty: 128217.054688
Splitting cluster 5 changes total score from -141972064.000000 to -141971312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Entering Unmasked Estep 
Score: -1409236.625000 Penalty: 2335.322266
	Iteration 0F: 2 clusters Score -1409237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1400108.875000 Penalty: 4670.644531
	Iteration 0F: 3 clusters Score -1400109 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1402862.500000 Penalty: 4670.644531
	Iteration 1F: 3 clusters Score -1402862 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1403332.250000 Penalty: 4670.644531
	Iteration 2F: 3 clusters Score -1403332 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1403781.500000 Penalty: 4670.644531
	Iteration 3F: 3 clusters Score -1403782 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1404214.500000 Penalty: 4670.644531
	Iteration 4F: 3 clusters Score -1404214 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1404584.375000 Penalty: 4670.644531
	Iteration 5F: 3 clusters Score -1404584 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1404930.125000 Penalty: 4670.644531
	Iteration 6Q: 3 clusters Score -1404930 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1405258.500000 Penalty: 4670.644531
	Iteration 7Q: 3 clusters Score -1405258 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1405563.375000 Penalty: 4670.644531
	Iteration 8Q: 3 clusters Score -1405563 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1405839.750000 Penalty: 4670.644531
	Iteration 9Q: 3 clusters Score -1405840 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1406108.500000 Penalty: 4670.644531
	Iteration 10Q: 3 clusters Score -1406108 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1406367.375000 Penalty: 4670.644531
	Iteration 11Q: 3 clusters Score -1406367 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1406629.875000 Penalty: 4670.644531
	Iteration 12Q: 3 clusters Score -1406630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1406853.625000 Penalty: 4670.644531
	Iteration 13Q: 3 clusters Score -1406854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1407034.250000 Penalty: 4670.644531
	Iteration 14Q: 3 clusters Score -1407034 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1407151.875000 Penalty: 4670.644531
	Iteration 15Q: 3 clusters Score -1407152 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1407223.625000 Penalty: 4670.644531
	Iteration 16Q: 3 clusters Score -1407224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1407285.250000 Penalty: 4670.644531
	Iteration 17Q: 3 clusters Score -1407285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1407318.500000 Penalty: 4670.644531
	Iteration 18Q: 3 clusters Score -1407318 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1407355.000000 Penalty: 4670.644531
	Iteration 19Q: 3 clusters Score -1407355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1407379.750000 Penalty: 4670.644531
	Iteration 20F: 3 clusters Score -1407380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1407400.500000 Penalty: 4670.644531
	Iteration 21Q: 3 clusters Score -1407400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1407431.750000 Penalty: 4670.644531
	Iteration 22Q: 3 clusters Score -1407432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1407449.000000 Penalty: 4670.644531
	Iteration 23Q: 3 clusters Score -1407449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1407459.750000 Penalty: 4670.644531
	Iteration 24Q: 3 clusters Score -1407460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1407476.000000 Penalty: 4670.644531
	Iteration 25Q: 3 clusters Score -1407476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1407481.250000 Penalty: 4670.644531
	Iteration 26Q: 3 clusters Score -1407481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1407497.750000 Penalty: 4670.644531
	Iteration 27Q: 3 clusters Score -1407498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1407504.125000 Penalty: 4670.644531
	Iteration 28Q: 3 clusters Score -1407504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1407516.625000 Penalty: 4670.644531
	Iteration 29Q: 3 clusters Score -1407517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1407523.875000 Penalty: 4670.644531
	Iteration 30Q: 3 clusters Score -1407524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1407531.500000 Penalty: 4670.644531
	Iteration 31Q: 3 clusters Score -1407532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1407535.125000 Penalty: 4670.644531
	Iteration 32Q: 3 clusters Score -1407535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1407539.250000 Penalty: 4670.644531
	Iteration 33Q: 3 clusters Score -1407539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1407544.750000 Penalty: 4670.644531
	Iteration 34Q: 3 clusters Score -1407545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1407547.375000 Penalty: 4670.644531
	Iteration 35Q: 3 clusters Score -1407547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1407554.375000 Penalty: 4670.644531
	Iteration 36Q: 3 clusters Score -1407554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1407562.500000 Penalty: 4670.644531
	Iteration 37Q: 3 clusters Score -1407562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1407565.500000 Penalty: 4670.644531
	Iteration 38Q: 3 clusters Score -1407566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1407570.375000 Penalty: 4670.644531
	Iteration 39Q: 3 clusters Score -1407570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1407573.750000 Penalty: 4670.644531
	Iteration 40F: 3 clusters Score -1407574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1407577.875000 Penalty: 4670.644531
	Iteration 41Q: 3 clusters Score -1407578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1407583.000000 Penalty: 4670.644531
	Iteration 42Q: 3 clusters Score -1407583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1407584.250000 Penalty: 4670.644531
	Iteration 43Q: 3 clusters Score -1407584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1407586.875000 Penalty: 4670.644531
	Iteration 44Q: 3 clusters Score -1407587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1407589.375000 Penalty: 4670.644531
	Iteration 45Q: 3 clusters Score -1407589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1407593.625000 Penalty: 4670.644531
	Iteration 46Q: 3 clusters Score -1407594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1407591.750000 Penalty: 4670.644531
	Iteration 47Q: 3 clusters Score -1407592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1407591.125000 Penalty: 4670.644531
	Iteration 48Q: 3 clusters Score -1407591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1407591.250000 Penalty: 4670.644531
	Iteration 49Q: 3 clusters Score -1407591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1407594.375000 Penalty: 4670.644531
	Iteration 50Q: 3 clusters Score -1407594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1407593.000000 Penalty: 4670.644531
	Iteration 51Q: 3 clusters Score -1407593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1407593.500000 Penalty: 4670.644531
	Iteration 52Q: 3 clusters Score -1407594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1407597.625000 Penalty: 4670.644531
	Iteration 53Q: 3 clusters Score -1407598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1407600.750000 Penalty: 4670.644531
	Iteration 54Q: 3 clusters Score -1407601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1407600.500000 Penalty: 4670.644531
	Iteration 55Q: 3 clusters Score -1407600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1407602.125000 Penalty: 4670.644531
	Iteration 56Q: 3 clusters Score -1407602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1407598.625000 Penalty: 4670.644531
	Iteration 57Q: 3 clusters Score -1407599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1407598.250000 Penalty: 4670.644531
	Iteration 58Q: 3 clusters Score -1407598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1407598.750000 Penalty: 4670.644531
	Iteration 59Q: 3 clusters Score -1407599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1407598.750000 Penalty: 4670.644531
	Iteration 60F: 3 clusters Score -1407599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Entering Unmasked Estep 
Score: -1764907.625000 Penalty: 2375.026123
	Iteration 0F: 2 clusters Score -1764908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1754406.500000 Penalty: 4750.052246
	Iteration 0F: 3 clusters Score -1754406 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1757723.750000 Penalty: 4750.052246
	Iteration 1F: 3 clusters Score -1757724 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1758175.000000 Penalty: 4750.052246
	Iteration 2F: 3 clusters Score -1758175 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1758511.500000 Penalty: 4750.052246
	Iteration 3F: 3 clusters Score -1758512 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1758839.000000 Penalty: 4750.052246
	Iteration 4Q: 3 clusters Score -1758839 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1759203.875000 Penalty: 4750.052246
	Iteration 5Q: 3 clusters Score -1759204 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1759698.125000 Penalty: 4750.052246
	Iteration 6F: 3 clusters Score -1759698 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1760369.875000 Penalty: 4750.052246
	Iteration 7F: 3 clusters Score -1760370 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1761192.375000 Penalty: 4750.052246
	Iteration 8F: 3 clusters Score -1761192 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1761955.000000 Penalty: 4750.052246
	Iteration 9F: 3 clusters Score -1761955 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1762534.750000 Penalty: 4750.052246
	Iteration 10F: 3 clusters Score -1762535 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1762918.375000 Penalty: 4750.052246
	Iteration 11Q: 3 clusters Score -1762918 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1763182.500000 Penalty: 4750.052246
	Iteration 12Q: 3 clusters Score -1763182 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1763356.250000 Penalty: 4750.052246
	Iteration 13Q: 3 clusters Score -1763356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1763493.000000 Penalty: 4750.052246
	Iteration 14Q: 3 clusters Score -1763493 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1763594.625000 Penalty: 4750.052246
	Iteration 15Q: 3 clusters Score -1763595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1763683.000000 Penalty: 4750.052246
	Iteration 16Q: 3 clusters Score -1763683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1763765.000000 Penalty: 4750.052246
	Iteration 17Q: 3 clusters Score -1763765 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1763843.125000 Penalty: 4750.052246
	Iteration 18Q: 3 clusters Score -1763843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1763893.875000 Penalty: 4750.052246
	Iteration 19Q: 3 clusters Score -1763894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1763936.750000 Penalty: 4750.052246
	Iteration 20F: 3 clusters Score -1763937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1763963.000000 Penalty: 4750.052246
	Iteration 21Q: 3 clusters Score -1763963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1763971.125000 Penalty: 4750.052246
	Iteration 22Q: 3 clusters Score -1763971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1763990.750000 Penalty: 4750.052246
	Iteration 23Q: 3 clusters Score -1763991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1764012.125000 Penalty: 4750.052246
	Iteration 24Q: 3 clusters Score -1764012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1764039.375000 Penalty: 4750.052246
	Iteration 25Q: 3 clusters Score -1764039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1764060.625000 Penalty: 4750.052246
	Iteration 26Q: 3 clusters Score -1764061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1764076.375000 Penalty: 4750.052246
	Iteration 27Q: 3 clusters Score -1764076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1764084.375000 Penalty: 4750.052246
	Iteration 28Q: 3 clusters Score -1764084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1764098.000000 Penalty: 4750.052246
	Iteration 29Q: 3 clusters Score -1764098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1764102.000000 Penalty: 4750.052246
	Iteration 30Q: 3 clusters Score -1764102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1764102.250000 Penalty: 4750.052246
	Iteration 31Q: 3 clusters Score -1764102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1764108.625000 Penalty: 4750.052246
	Iteration 32Q: 3 clusters Score -1764109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1764112.000000 Penalty: 4750.052246
	Iteration 33Q: 3 clusters Score -1764112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1764117.500000 Penalty: 4750.052246
	Iteration 34Q: 3 clusters Score -1764118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1764115.375000 Penalty: 4750.052246
	Iteration 35Q: 3 clusters Score -1764115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1764118.625000 Penalty: 4750.052246
	Iteration 36Q: 3 clusters Score -1764119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1764116.875000 Penalty: 4750.052246
	Iteration 37Q: 3 clusters Score -1764117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1764118.500000 Penalty: 4750.052246
	Iteration 38Q: 3 clusters Score -1764118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1764119.375000 Penalty: 4750.052246
	Iteration 39Q: 3 clusters Score -1764119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1764120.875000 Penalty: 4750.052246
	Iteration 40F: 3 clusters Score -1764121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Entering Unmasked Estep 
Score: -2042285.875000 Penalty: 2415.847656
	Iteration 0F: 2 clusters Score -2042286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2030133.125000 Penalty: 4831.695312
	Iteration 0F: 3 clusters Score -2030133 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2034822.375000 Penalty: 4831.695312
	Iteration 1F: 3 clusters Score -2034822 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2037081.750000 Penalty: 4831.695312
	Iteration 2F: 3 clusters Score -2037082 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2040126.000000 Penalty: 4831.695312
	Iteration 3F: 3 clusters Score -2040126 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2042386.375000 Penalty: 4831.695312
	Iteration 4F: 3 clusters Score -2042386 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2043303.000000 Penalty: 4831.695312
	Iteration 5F: 3 clusters Score -2043303 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2043589.375000 Penalty: 4831.695312
	Iteration 6Q: 3 clusters Score -2043589 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2043695.625000 Penalty: 4831.695312
	Iteration 7Q: 3 clusters Score -2043696 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2043750.375000 Penalty: 4831.695312
	Iteration 8Q: 3 clusters Score -2043750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2043773.000000 Penalty: 4831.695312
	Iteration 9Q: 3 clusters Score -2043773 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2043801.625000 Penalty: 4831.695312
	Iteration 10Q: 3 clusters Score -2043802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2043813.625000 Penalty: 4831.695312
	Iteration 11Q: 3 clusters Score -2043814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2043814.375000 Penalty: 4831.695312
	Iteration 12Q: 3 clusters Score -2043814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2043819.875000 Penalty: 4831.695312
	Iteration 13Q: 3 clusters Score -2043820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2043832.875000 Penalty: 4831.695312
	Iteration 14Q: 3 clusters Score -2043833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2043834.000000 Penalty: 4831.695312
	Iteration 15Q: 3 clusters Score -2043834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2043832.375000 Penalty: 4831.695312
	Iteration 16Q: 3 clusters Score -2043832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2043835.125000 Penalty: 4831.695312
	Iteration 17Q: 3 clusters Score -2043835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2043835.250000 Penalty: 4831.695312
	Iteration 18Q: 3 clusters Score -2043835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2043839.375000 Penalty: 4831.695312
	Iteration 19Q: 3 clusters Score -2043839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2043839.000000 Penalty: 4831.695312
	Iteration 20F: 3 clusters Score -2043839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2043838.625000 Penalty: 4831.695312
	Iteration 21Q: 3 clusters Score -2043839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2043840.000000 Penalty: 4831.695312
	Iteration 22Q: 3 clusters Score -2043840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2043836.250000 Penalty: 4831.695312
	Iteration 23Q: 3 clusters Score -2043836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2043841.750000 Penalty: 4831.695312
	Iteration 24Q: 3 clusters Score -2043842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2043843.125000 Penalty: 4831.695312
	Iteration 25Q: 3 clusters Score -2043843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2043842.500000 Penalty: 4831.695312
	Iteration 26Q: 3 clusters Score -2043842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2043843.375000 Penalty: 4831.695312
	Iteration 27Q: 3 clusters Score -2043843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2043845.500000 Penalty: 4831.695312
	Iteration 28Q: 3 clusters Score -2043846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2043846.125000 Penalty: 4831.695312
	Iteration 29Q: 3 clusters Score -2043846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2043845.500000 Penalty: 4831.695312
	Iteration 30Q: 3 clusters Score -2043846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2043844.125000 Penalty: 4831.695312
	Iteration 31Q: 3 clusters Score -2043844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2043840.875000 Penalty: 4831.695312
	Iteration 32Q: 3 clusters Score -2043841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2043845.250000 Penalty: 4831.695312
	Iteration 33Q: 3 clusters Score -2043845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2043848.750000 Penalty: 4831.695312
	Iteration 34Q: 3 clusters Score -2043849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2043846.250000 Penalty: 4831.695312
	Iteration 35Q: 3 clusters Score -2043846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2043850.875000 Penalty: 4831.695312
	Iteration 36Q: 3 clusters Score -2043851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2043852.375000 Penalty: 4831.695312
	Iteration 37Q: 3 clusters Score -2043852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2043856.125000 Penalty: 4831.695312
	Iteration 38Q: 3 clusters Score -2043856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2043858.750000 Penalty: 4831.695312
	Iteration 39Q: 3 clusters Score -2043859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2043858.125000 Penalty: 4831.695312
	Iteration 40F: 3 clusters Score -2043858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2043857.625000 Penalty: 4831.695312
	Iteration 41Q: 3 clusters Score -2043858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2043852.625000 Penalty: 4831.695312
	Iteration 42Q: 3 clusters Score -2043853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2043855.250000 Penalty: 4831.695312
	Iteration 43Q: 3 clusters Score -2043855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2043852.375000 Penalty: 4831.695312
	Iteration 44Q: 3 clusters Score -2043852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2043853.500000 Penalty: 4831.695312
	Iteration 45Q: 3 clusters Score -2043854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2043853.500000 Penalty: 4831.695312
	Iteration 46F: 3 clusters Score -2043854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Entering Unmasked Estep 
Score: -141974768.000000 Penalty: 128217.054688
Splitting cluster 8 changes total score from -141972064.000000 to -141974768.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (26015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Entering Unmasked Estep 
Score: -3266640.000000 Penalty: 2521.274170
	Iteration 0F: 2 clusters Score -3266640 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 13094 members 
Entering Unmasked Estep 
Score: -3248588.750000 Penalty: 5042.548340
	Iteration 0F: 3 clusters Score -3248589 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3255004.250000 Penalty: 5042.548340
	Iteration 1F: 3 clusters Score -3255004 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3255518.500000 Penalty: 5042.548340
	Iteration 2F: 3 clusters Score -3255518 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3256053.250000 Penalty: 5042.548340
	Iteration 3Q: 3 clusters Score -3256053 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3256724.000000 Penalty: 5042.548340
	Iteration 4F: 3 clusters Score -3256724 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3257618.750000 Penalty: 5042.548340
	Iteration 5F: 3 clusters Score -3257619 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3258723.250000 Penalty: 5042.548340
	Iteration 6F: 3 clusters Score -3258723 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3259970.750000 Penalty: 5042.548340
	Iteration 7F: 3 clusters Score -3259971 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3261170.750000 Penalty: 5042.548340
	Iteration 8F: 3 clusters Score -3261171 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3262198.000000 Penalty: 5042.548340
	Iteration 9Q: 3 clusters Score -3262198 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3262857.000000 Penalty: 5042.548340
	Iteration 10Q: 3 clusters Score -3262857 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3263259.000000 Penalty: 5042.548340
	Iteration 11Q: 3 clusters Score -3263259 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3263526.000000 Penalty: 5042.548340
	Iteration 12Q: 3 clusters Score -3263526 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3263717.250000 Penalty: 5042.548340
	Iteration 13Q: 3 clusters Score -3263717 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3263851.500000 Penalty: 5042.548340
	Iteration 14Q: 3 clusters Score -3263852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3263976.500000 Penalty: 5042.548340
	Iteration 15Q: 3 clusters Score -3263976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3264104.500000 Penalty: 5042.548340
	Iteration 16Q: 3 clusters Score -3264104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3264201.000000 Penalty: 5042.548340
	Iteration 17Q: 3 clusters Score -3264201 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3264266.250000 Penalty: 5042.548340
	Iteration 18Q: 3 clusters Score -3264266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3264328.750000 Penalty: 5042.548340
	Iteration 19Q: 3 clusters Score -3264329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3264386.500000 Penalty: 5042.548340
	Iteration 20F: 3 clusters Score -3264386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3264416.250000 Penalty: 5042.548340
	Iteration 21Q: 3 clusters Score -3264416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3264436.000000 Penalty: 5042.548340
	Iteration 22Q: 3 clusters Score -3264436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3264455.500000 Penalty: 5042.548340
	Iteration 23Q: 3 clusters Score -3264456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3264474.750000 Penalty: 5042.548340
	Iteration 24Q: 3 clusters Score -3264475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3264500.000000 Penalty: 5042.548340
	Iteration 25Q: 3 clusters Score -3264500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3264523.000000 Penalty: 5042.548340
	Iteration 26Q: 3 clusters Score -3264523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3264541.000000 Penalty: 5042.548340
	Iteration 27Q: 3 clusters Score -3264541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3264547.750000 Penalty: 5042.548340
	Iteration 28Q: 3 clusters Score -3264548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3264559.500000 Penalty: 5042.548340
	Iteration 29Q: 3 clusters Score -3264560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3264576.000000 Penalty: 5042.548340
	Iteration 30Q: 3 clusters Score -3264576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3264585.000000 Penalty: 5042.548340
	Iteration 31Q: 3 clusters Score -3264585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3264601.500000 Penalty: 5042.548340
	Iteration 32Q: 3 clusters Score -3264602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3264609.750000 Penalty: 5042.548340
	Iteration 33Q: 3 clusters Score -3264610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3264614.750000 Penalty: 5042.548340
	Iteration 34Q: 3 clusters Score -3264615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3264619.250000 Penalty: 5042.548340
	Iteration 35Q: 3 clusters Score -3264619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3264625.250000 Penalty: 5042.548340
	Iteration 36Q: 3 clusters Score -3264625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3264633.250000 Penalty: 5042.548340
	Iteration 37Q: 3 clusters Score -3264633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3264634.000000 Penalty: 5042.548340
	Iteration 38Q: 3 clusters Score -3264634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3264637.750000 Penalty: 5042.548340
	Iteration 39Q: 3 clusters Score -3264638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3264641.000000 Penalty: 5042.548340
	Iteration 40F: 3 clusters Score -3264641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3264644.250000 Penalty: 5042.548340
	Iteration 41Q: 3 clusters Score -3264644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3264648.250000 Penalty: 5042.548340
	Iteration 42Q: 3 clusters Score -3264648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3264657.250000 Penalty: 5042.548340
	Iteration 43Q: 3 clusters Score -3264657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3264660.250000 Penalty: 5042.548340
	Iteration 44Q: 3 clusters Score -3264660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3264663.500000 Penalty: 5042.548340
	Iteration 45Q: 3 clusters Score -3264664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3264673.500000 Penalty: 5042.548340
	Iteration 46Q: 3 clusters Score -3264674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3264683.250000 Penalty: 5042.548340
	Iteration 47Q: 3 clusters Score -3264683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3264685.250000 Penalty: 5042.548340
	Iteration 48Q: 3 clusters Score -3264685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3264698.000000 Penalty: 5042.548340
	Iteration 49Q: 3 clusters Score -3264698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3264696.500000 Penalty: 5042.548340
	Iteration 50Q: 3 clusters Score -3264696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3264701.500000 Penalty: 5042.548340
	Iteration 51Q: 3 clusters Score -3264702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3264705.500000 Penalty: 5042.548340
	Iteration 52Q: 3 clusters Score -3264706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3264712.000000 Penalty: 5042.548340
	Iteration 53Q: 3 clusters Score -3264712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3264717.250000 Penalty: 5042.548340
	Iteration 54Q: 3 clusters Score -3264717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3264727.750000 Penalty: 5042.548340
	Iteration 55Q: 3 clusters Score -3264728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3264733.750000 Penalty: 5042.548340
	Iteration 56Q: 3 clusters Score -3264734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3264732.500000 Penalty: 5042.548340
	Iteration 57Q: 3 clusters Score -3264732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3264732.000000 Penalty: 5042.548340
	Iteration 58Q: 3 clusters Score -3264732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3264735.250000 Penalty: 5042.548340
	Iteration 59Q: 3 clusters Score -3264735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3264735.250000 Penalty: 5042.548340
	Iteration 60F: 3 clusters Score -3264735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171848 members 
Entering Unmasked Estep 
Score: -21240176.000000 Penalty: 2989.482666
	Iteration 0F: 2 clusters Score -2.124018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -21125626.000000 Penalty: 5978.965332
	Iteration 0F: 3 clusters Score -2.112563e+07 nChanged 82058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -21173270.000000 Penalty: 5978.965332
	Iteration 1F: 3 clusters Score -2.117327e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -21174586.000000 Penalty: 5978.965332
	Iteration 2Q: 3 clusters Score -2.117459e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -21176246.000000 Penalty: 5978.965332
	Iteration 3Q: 3 clusters Score -2.117625e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -21178864.000000 Penalty: 5978.965332
	Iteration 4Q: 3 clusters Score -2.117886e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -21183014.000000 Penalty: 5978.965332
	Iteration 5F: 3 clusters Score -2.118301e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -21189548.000000 Penalty: 5978.965332
	Iteration 6F: 3 clusters Score -2.118955e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -21197724.000000 Penalty: 5978.965332
	Iteration 7F: 3 clusters Score -2.119772e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -21206108.000000 Penalty: 5978.965332
	Iteration 8F: 3 clusters Score -2.120611e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -21213842.000000 Penalty: 5978.965332
	Iteration 9F: 3 clusters Score -2.121384e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -21220520.000000 Penalty: 5978.965332
	Iteration 10F: 3 clusters Score -2.122052e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 156354 members 
Entering Unmasked Estep 
Score: -21226198.000000 Penalty: 5978.965332
	Iteration 11Q: 3 clusters Score -2.12262e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -21230672.000000 Penalty: 5978.965332
	Iteration 12Q: 3 clusters Score -2.123067e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -21234026.000000 Penalty: 5978.965332
	Iteration 13Q: 3 clusters Score -2.123403e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -21235846.000000 Penalty: 5978.965332
	Iteration 14Q: 3 clusters Score -2.123585e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -21236750.000000 Penalty: 5978.965332
	Iteration 15Q: 3 clusters Score -2.123675e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -21237218.000000 Penalty: 5978.965332
	Iteration 16Q: 3 clusters Score -2.123722e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -21237454.000000 Penalty: 5978.965332
	Iteration 17Q: 3 clusters Score -2.123745e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 170583 members 
Entering Unmasked Estep 
Score: -21237554.000000 Penalty: 5978.965332
	Iteration 18Q: 3 clusters Score -2.123755e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 170689 members 
Entering Unmasked Estep 
Score: -21237636.000000 Penalty: 5978.965332
	Iteration 19Q: 3 clusters Score -2.123764e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -21237714.000000 Penalty: 5978.965332
	Iteration 20F: 3 clusters Score -2.123771e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -21237768.000000 Penalty: 5978.965332
	Iteration 21Q: 3 clusters Score -2.123777e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 170850 members 
Entering Unmasked Estep 
Score: -21237776.000000 Penalty: 5978.965332
	Iteration 22Q: 3 clusters Score -2.123778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -21237780.000000 Penalty: 5978.965332
	Iteration 23Q: 3 clusters Score -2.123778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 170889 members 
Entering Unmasked Estep 
Score: -21237808.000000 Penalty: 5978.965332
	Iteration 24Q: 3 clusters Score -2.123781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5978.965332
	Iteration 25Q: 3 clusters Score -2.123783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170921 members 
Entering Unmasked Estep 
Score: -21237838.000000 Penalty: 5978.965332
	Iteration 26Q: 3 clusters Score -2.123784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -21237838.000000 Penalty: 5978.965332
	Iteration 27Q: 3 clusters Score -2.123784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -21237832.000000 Penalty: 5978.965332
	Iteration 28Q: 3 clusters Score -2.123783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -21237840.000000 Penalty: 5978.965332
	Iteration 29Q: 3 clusters Score -2.123784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 170954 members 
Entering Unmasked Estep 
Score: -21237836.000000 Penalty: 5978.965332
	Iteration 30Q: 3 clusters Score -2.123784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -21237848.000000 Penalty: 5978.965332
	Iteration 31Q: 3 clusters Score -2.123785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 170971 members 
Entering Unmasked Estep 
Score: -21237844.000000 Penalty: 5978.965332
	Iteration 32Q: 3 clusters Score -2.123784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -21237852.000000 Penalty: 5978.965332
	Iteration 33Q: 3 clusters Score -2.123785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170980 members 
Entering Unmasked Estep 
Score: -21237856.000000 Penalty: 5978.965332
	Iteration 34Q: 3 clusters Score -2.123786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -21237852.000000 Penalty: 5978.965332
	Iteration 35Q: 3 clusters Score -2.123785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -21237852.000000 Penalty: 5978.965332
	Iteration 36Q: 3 clusters Score -2.123785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5978.965332
	Iteration 37Q: 3 clusters Score -2.123783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5978.965332
	Iteration 38F: 3 clusters Score -2.123783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -150191.921875 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -150191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -148093.156250 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -148093.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148652.062500 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -148652.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149221.546875 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -149221.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -149865.437500 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -149865.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -150286.515625 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -150286.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150559.578125 Penalty: 3571.780762
	Iteration 5F: 3 clusters Score -150559.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -150751.000000 Penalty: 3571.780762
	Iteration 6F: 3 clusters Score -150751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -150902.640625 Penalty: 3571.780762
	Iteration 7F: 3 clusters Score -150902.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -151005.390625 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -151005.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151090.703125 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -151090.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -151188.218750 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -151188.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -151268.484375 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -151268.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -151290.281250 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -151290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -151295.734375 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -151295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -151297.796875 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -151297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -151300.515625 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -151300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -151300.515625 Penalty: 3571.780762
	Iteration 16F: 3 clusters Score -151300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Entering Unmasked Estep 
Score: -141973456.000000 Penalty: 131682.390625
Splitting cluster 11 changes total score from -141972064.000000 to -141973456.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (97904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Entering Unmasked Estep 
Score: -12349251.000000 Penalty: 2849.952393
	Iteration 0F: 2 clusters Score -1.234925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -12283846.000000 Penalty: 5699.904785
	Iteration 0F: 3 clusters Score -1.228385e+07 nChanged 46124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -12310653.000000 Penalty: 5699.904785
	Iteration 1F: 3 clusters Score -1.231065e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -12312003.000000 Penalty: 5699.904785
	Iteration 2Q: 3 clusters Score -1.2312e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -12313674.000000 Penalty: 5699.904785
	Iteration 3Q: 3 clusters Score -1.231367e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -12315874.000000 Penalty: 5699.904785
	Iteration 4Q: 3 clusters Score -1.231587e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -12318505.000000 Penalty: 5699.904785
	Iteration 5F: 3 clusters Score -1.23185e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -12321942.000000 Penalty: 5699.904785
	Iteration 6F: 3 clusters Score -1.232194e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -12326296.000000 Penalty: 5699.904785
	Iteration 7F: 3 clusters Score -1.23263e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -12331053.000000 Penalty: 5699.904785
	Iteration 8F: 3 clusters Score -1.233105e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -12334763.000000 Penalty: 5699.904785
	Iteration 9F: 3 clusters Score -1.233476e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -12336881.000000 Penalty: 5699.904785
	Iteration 10Q: 3 clusters Score -1.233688e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -12338039.000000 Penalty: 5699.904785
	Iteration 11Q: 3 clusters Score -1.233804e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -12338560.000000 Penalty: 5699.904785
	Iteration 12Q: 3 clusters Score -1.233856e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -12339058.000000 Penalty: 5699.904785
	Iteration 13Q: 3 clusters Score -1.233906e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -12339397.000000 Penalty: 5699.904785
	Iteration 14Q: 3 clusters Score -1.23394e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -12339789.000000 Penalty: 5699.904785
	Iteration 15Q: 3 clusters Score -1.233979e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -12340116.000000 Penalty: 5699.904785
	Iteration 16Q: 3 clusters Score -1.234012e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -12340485.000000 Penalty: 5699.904785
	Iteration 17Q: 3 clusters Score -1.234048e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -12340813.000000 Penalty: 5699.904785
	Iteration 18Q: 3 clusters Score -1.234081e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -12341237.000000 Penalty: 5699.904785
	Iteration 19Q: 3 clusters Score -1.234124e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -12341534.000000 Penalty: 5699.904785
	Iteration 20F: 3 clusters Score -1.234153e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -12341897.000000 Penalty: 5699.904785
	Iteration 21Q: 3 clusters Score -1.23419e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -12342240.000000 Penalty: 5699.904785
	Iteration 22Q: 3 clusters Score -1.234224e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -12342674.000000 Penalty: 5699.904785
	Iteration 23Q: 3 clusters Score -1.234267e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -12343094.000000 Penalty: 5699.904785
	Iteration 24Q: 3 clusters Score -1.234309e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -12343581.000000 Penalty: 5699.904785
	Iteration 25Q: 3 clusters Score -1.234358e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -12344119.000000 Penalty: 5699.904785
	Iteration 26Q: 3 clusters Score -1.234412e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -12344601.000000 Penalty: 5699.904785
	Iteration 27Q: 3 clusters Score -1.23446e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -12345110.000000 Penalty: 5699.904785
	Iteration 28Q: 3 clusters Score -1.234511e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -12345637.000000 Penalty: 5699.904785
	Iteration 29Q: 3 clusters Score -1.234564e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -12346109.000000 Penalty: 5699.904785
	Iteration 30Q: 3 clusters Score -1.234611e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -12346491.000000 Penalty: 5699.904785
	Iteration 31Q: 3 clusters Score -1.234649e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -12346785.000000 Penalty: 5699.904785
	Iteration 32Q: 3 clusters Score -1.234678e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -12346964.000000 Penalty: 5699.904785
	Iteration 33Q: 3 clusters Score -1.234696e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -12347167.000000 Penalty: 5699.904785
	Iteration 34Q: 3 clusters Score -1.234717e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -12347297.000000 Penalty: 5699.904785
	Iteration 35Q: 3 clusters Score -1.23473e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -12347426.000000 Penalty: 5699.904785
	Iteration 36Q: 3 clusters Score -1.234743e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -12347501.000000 Penalty: 5699.904785
	Iteration 37Q: 3 clusters Score -1.23475e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94548 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -12347636.000000 Penalty: 5699.904785
	Iteration 38Q: 3 clusters Score -1.234764e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -12347715.000000 Penalty: 5699.904785
	Iteration 39Q: 3 clusters Score -1.234772e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12347781.000000 Penalty: 5699.904785
	Iteration 40F: 3 clusters Score -1.234778e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -12347815.000000 Penalty: 5699.904785
	Iteration 41Q: 3 clusters Score -1.234782e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12347837.000000 Penalty: 5699.904785
	Iteration 42Q: 3 clusters Score -1.234784e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -12347869.000000 Penalty: 5699.904785
	Iteration 43Q: 3 clusters Score -1.234787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12347882.000000 Penalty: 5699.904785
	Iteration 44Q: 3 clusters Score -1.234788e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12347927.000000 Penalty: 5699.904785
	Iteration 45Q: 3 clusters Score -1.234793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12347917.000000 Penalty: 5699.904785
	Iteration 46Q: 3 clusters Score -1.234792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12347912.000000 Penalty: 5699.904785
	Iteration 47Q: 3 clusters Score -1.234791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -12347924.000000 Penalty: 5699.904785
	Iteration 48Q: 3 clusters Score -1.234792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12347931.000000 Penalty: 5699.904785
	Iteration 49Q: 3 clusters Score -1.234793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -12347922.000000 Penalty: 5699.904785
	Iteration 50Q: 3 clusters Score -1.234792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -12347915.000000 Penalty: 5699.904785
	Iteration 51Q: 3 clusters Score -1.234792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12347929.000000 Penalty: 5699.904785
	Iteration 52Q: 3 clusters Score -1.234793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12347940.000000 Penalty: 5699.904785
	Iteration 53Q: 3 clusters Score -1.234794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -12347939.000000 Penalty: 5699.904785
	Iteration 54Q: 3 clusters Score -1.234794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12347929.000000 Penalty: 5699.904785
	Iteration 55Q: 3 clusters Score -1.234793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12347939.000000 Penalty: 5699.904785
	Iteration 56Q: 3 clusters Score -1.234794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12347921.000000 Penalty: 5699.904785
	Iteration 57Q: 3 clusters Score -1.234792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -12347939.000000 Penalty: 5699.904785
	Iteration 58Q: 3 clusters Score -1.234794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12347930.000000 Penalty: 5699.904785
	Iteration 59Q: 3 clusters Score -1.234793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12347930.000000 Penalty: 5699.904785
	Iteration 60F: 3 clusters Score -1.234793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (324460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324460 members 
Entering Unmasked Estep 
Score: -40678972.000000 Penalty: 3147.099609
	Iteration 0F: 2 clusters Score -4.067897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -40474240.000000 Penalty: 6294.199219
	Iteration 0F: 3 clusters Score -4.047424e+07 nChanged 157702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -40568412.000000 Penalty: 6294.199219
	Iteration 1F: 3 clusters Score -4.056841e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184997 members 
Mstep: Class 2 contains 139463 members 
Entering Unmasked Estep 
Score: -40571272.000000 Penalty: 6294.199219
	Iteration 2Q: 3 clusters Score -4.057127e+07 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198755 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -40576904.000000 Penalty: 6294.199219
	Iteration 3Q: 3 clusters Score -4.05769e+07 nChanged 20588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218923 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -40587952.000000 Penalty: 6294.199219
	Iteration 4F: 3 clusters Score -4.058795e+07 nChanged 27183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245942 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -40607280.000000 Penalty: 6294.199219
	Iteration 5F: 3 clusters Score -4.060728e+07 nChanged 30945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276843 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -40631860.000000 Penalty: 6294.199219
	Iteration 6F: 3 clusters Score -4.063186e+07 nChanged 25725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302560 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -40654944.000000 Penalty: 6294.199219
	Iteration 7F: 3 clusters Score -4.065494e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316851 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -40668336.000000 Penalty: 6294.199219
	Iteration 8Q: 3 clusters Score -4.066834e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322176 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -40673656.000000 Penalty: 6294.199219
	Iteration 9Q: 3 clusters Score -4.067366e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323681 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -40675296.000000 Penalty: 6294.199219
	Iteration 10Q: 3 clusters Score -4.06753e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324075 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40675784.000000 Penalty: 6294.199219
	Iteration 11Q: 3 clusters Score -4.067578e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40675880.000000 Penalty: 6294.199219
	Iteration 12Q: 3 clusters Score -4.067588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40675920.000000 Penalty: 6294.199219
	Iteration 13Q: 3 clusters Score -4.067592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40675968.000000 Penalty: 6294.199219
	Iteration 14Q: 3 clusters Score -4.067597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324204 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40676004.000000 Penalty: 6294.199219
	Iteration 15Q: 3 clusters Score -4.0676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324216 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40676096.000000 Penalty: 6294.199219
	Iteration 16Q: 3 clusters Score -4.06761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40676132.000000 Penalty: 6294.199219
	Iteration 17Q: 3 clusters Score -4.067613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40676156.000000 Penalty: 6294.199219
	Iteration 18Q: 3 clusters Score -4.067616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324225 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40676164.000000 Penalty: 6294.199219
	Iteration 19Q: 3 clusters Score -4.067616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40676184.000000 Penalty: 6294.199219
	Iteration 20F: 3 clusters Score -4.067618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324225 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40676156.000000 Penalty: 6294.199219
	Iteration 21Q: 3 clusters Score -4.067616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40676164.000000 Penalty: 6294.199219
	Iteration 22Q: 3 clusters Score -4.067616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40676176.000000 Penalty: 6294.199219
	Iteration 23Q: 3 clusters Score -4.067618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40676176.000000 Penalty: 6294.199219
	Iteration 24F: 3 clusters Score -4.067618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -120315.726562 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -120315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118331.359375 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -118331.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118821.835938 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -118821.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119204.289062 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -119204.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119529.343750 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -119529.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119798.804688 Penalty: 3488.619141
	Iteration 4F: 3 clusters Score -119798.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120365.148438 Penalty: 3488.619141
	Iteration 5F: 3 clusters Score -120365.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121534.484375 Penalty: 3488.619141
	Iteration 6F: 3 clusters Score -121534.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122137.156250 Penalty: 3488.619141
	Iteration 7F: 3 clusters Score -122137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -122412.453125 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -122412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122591.445312 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -122591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122621.929688 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -122621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122625.851562 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -122625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -122625.851562 Penalty: 3488.619141
	Iteration 12F: 3 clusters Score -122625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 7086 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Entering Unmasked Estep 
Score: -141973952.000000 Penalty: 135147.703125
Splitting cluster 15 changes total score from -141972064.000000 to -141973952.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 16 (13048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Entering Unmasked Estep 
Score: -1537700.375000 Penalty: 2350.144775
	Iteration 0F: 2 clusters Score -1537700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1528199.875000 Penalty: 4700.289551
	Iteration 0F: 3 clusters Score -1528200 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1531276.250000 Penalty: 4700.289551
	Iteration 1F: 3 clusters Score -1531276 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1531825.500000 Penalty: 4700.289551
	Iteration 2F: 3 clusters Score -1531826 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1532342.250000 Penalty: 4700.289551
	Iteration 3F: 3 clusters Score -1532342 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1532837.750000 Penalty: 4700.289551
	Iteration 4F: 3 clusters Score -1532838 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1533248.000000 Penalty: 4700.289551
	Iteration 5F: 3 clusters Score -1533248 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1533639.375000 Penalty: 4700.289551
	Iteration 6Q: 3 clusters Score -1533639 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1534037.375000 Penalty: 4700.289551
	Iteration 7Q: 3 clusters Score -1534037 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1534473.375000 Penalty: 4700.289551
	Iteration 8Q: 3 clusters Score -1534473 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1534855.125000 Penalty: 4700.289551
	Iteration 9Q: 3 clusters Score -1534855 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1535143.625000 Penalty: 4700.289551
	Iteration 10Q: 3 clusters Score -1535144 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1535349.375000 Penalty: 4700.289551
	Iteration 11Q: 3 clusters Score -1535349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1535497.875000 Penalty: 4700.289551
	Iteration 12Q: 3 clusters Score -1535498 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1535592.000000 Penalty: 4700.289551
	Iteration 13Q: 3 clusters Score -1535592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1535670.250000 Penalty: 4700.289551
	Iteration 14Q: 3 clusters Score -1535670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1535737.875000 Penalty: 4700.289551
	Iteration 15Q: 3 clusters Score -1535738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1535794.500000 Penalty: 4700.289551
	Iteration 16Q: 3 clusters Score -1535794 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1535835.125000 Penalty: 4700.289551
	Iteration 17Q: 3 clusters Score -1535835 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1535862.625000 Penalty: 4700.289551
	Iteration 18Q: 3 clusters Score -1535863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1535896.000000 Penalty: 4700.289551
	Iteration 19Q: 3 clusters Score -1535896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1535917.250000 Penalty: 4700.289551
	Iteration 20F: 3 clusters Score -1535917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1535936.125000 Penalty: 4700.289551
	Iteration 21Q: 3 clusters Score -1535936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1535949.125000 Penalty: 4700.289551
	Iteration 22Q: 3 clusters Score -1535949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1535966.750000 Penalty: 4700.289551
	Iteration 23Q: 3 clusters Score -1535967 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1535978.625000 Penalty: 4700.289551
	Iteration 24Q: 3 clusters Score -1535979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1535988.875000 Penalty: 4700.289551
	Iteration 25Q: 3 clusters Score -1535989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1536004.750000 Penalty: 4700.289551
	Iteration 26Q: 3 clusters Score -1536005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1536012.750000 Penalty: 4700.289551
	Iteration 27Q: 3 clusters Score -1536013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1536021.750000 Penalty: 4700.289551
	Iteration 28Q: 3 clusters Score -1536022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1536026.750000 Penalty: 4700.289551
	Iteration 29Q: 3 clusters Score -1536027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1536033.625000 Penalty: 4700.289551
	Iteration 30Q: 3 clusters Score -1536034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1536037.250000 Penalty: 4700.289551
	Iteration 31Q: 3 clusters Score -1536037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1536041.375000 Penalty: 4700.289551
	Iteration 32Q: 3 clusters Score -1536041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1536039.375000 Penalty: 4700.289551
	Iteration 33Q: 3 clusters Score -1536039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1536038.875000 Penalty: 4700.289551
	Iteration 34Q: 3 clusters Score -1536039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1536045.875000 Penalty: 4700.289551
	Iteration 35Q: 3 clusters Score -1536046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1536050.125000 Penalty: 4700.289551
	Iteration 36Q: 3 clusters Score -1536050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1536051.375000 Penalty: 4700.289551
	Iteration 37Q: 3 clusters Score -1536051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1536055.000000 Penalty: 4700.289551
	Iteration 38Q: 3 clusters Score -1536055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1536054.875000 Penalty: 4700.289551
	Iteration 39Q: 3 clusters Score -1536055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1536056.625000 Penalty: 4700.289551
	Iteration 40F: 3 clusters Score -1536057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1536060.875000 Penalty: 4700.289551
	Iteration 41Q: 3 clusters Score -1536061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1536060.750000 Penalty: 4700.289551
	Iteration 42Q: 3 clusters Score -1536061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1536063.750000 Penalty: 4700.289551
	Iteration 43Q: 3 clusters Score -1536064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1536065.500000 Penalty: 4700.289551
	Iteration 44Q: 3 clusters Score -1536066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1536068.500000 Penalty: 4700.289551
	Iteration 45Q: 3 clusters Score -1536068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1536075.500000 Penalty: 4700.289551
	Iteration 46Q: 3 clusters Score -1536076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1536079.750000 Penalty: 4700.289551
	Iteration 47Q: 3 clusters Score -1536080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1536084.375000 Penalty: 4700.289551
	Iteration 48Q: 3 clusters Score -1536084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1536085.000000 Penalty: 4700.289551
	Iteration 49Q: 3 clusters Score -1536085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1536083.375000 Penalty: 4700.289551
	Iteration 50Q: 3 clusters Score -1536083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1536087.875000 Penalty: 4700.289551
	Iteration 51Q: 3 clusters Score -1536088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1536098.000000 Penalty: 4700.289551
	Iteration 52Q: 3 clusters Score -1536098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1536104.000000 Penalty: 4700.289551
	Iteration 53Q: 3 clusters Score -1536104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1536108.750000 Penalty: 4700.289551
	Iteration 54Q: 3 clusters Score -1536109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1536115.000000 Penalty: 4700.289551
	Iteration 55Q: 3 clusters Score -1536115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1536114.500000 Penalty: 4700.289551
	Iteration 56Q: 3 clusters Score -1536114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1536117.375000 Penalty: 4700.289551
	Iteration 57Q: 3 clusters Score -1536117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1536119.250000 Penalty: 4700.289551
	Iteration 58Q: 3 clusters Score -1536119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1536118.125000 Penalty: 4700.289551
	Iteration 59Q: 3 clusters Score -1536118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1536120.500000 Penalty: 4700.289551
	Iteration 60F: 3 clusters Score -1536120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1536122.875000 Penalty: 4700.289551
	Iteration 61Q: 3 clusters Score -1536123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1536122.000000 Penalty: 4700.289551
	Iteration 62Q: 3 clusters Score -1536122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1536128.000000 Penalty: 4700.289551
	Iteration 63Q: 3 clusters Score -1536128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1536130.000000 Penalty: 4700.289551
	Iteration 64Q: 3 clusters Score -1536130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1536131.250000 Penalty: 4700.289551
	Iteration 65Q: 3 clusters Score -1536131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1536133.000000 Penalty: 4700.289551
	Iteration 66Q: 3 clusters Score -1536133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1536137.875000 Penalty: 4700.289551
	Iteration 67Q: 3 clusters Score -1536138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1536139.250000 Penalty: 4700.289551
	Iteration 68Q: 3 clusters Score -1536139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1536142.250000 Penalty: 4700.289551
	Iteration 69Q: 3 clusters Score -1536142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1536146.625000 Penalty: 4700.289551
	Iteration 70Q: 3 clusters Score -1536147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1536142.375000 Penalty: 4700.289551
	Iteration 71Q: 3 clusters Score -1536142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1536148.500000 Penalty: 4700.289551
	Iteration 72Q: 3 clusters Score -1536148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1536154.875000 Penalty: 4700.289551
	Iteration 73Q: 3 clusters Score -1536155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1536158.125000 Penalty: 4700.289551
	Iteration 74Q: 3 clusters Score -1536158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1536162.250000 Penalty: 4700.289551
	Iteration 75Q: 3 clusters Score -1536162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1536163.375000 Penalty: 4700.289551
	Iteration 76Q: 3 clusters Score -1536163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1536165.125000 Penalty: 4700.289551
	Iteration 77Q: 3 clusters Score -1536165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1536167.750000 Penalty: 4700.289551
	Iteration 78Q: 3 clusters Score -1536168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1536172.375000 Penalty: 4700.289551
	Iteration 79Q: 3 clusters Score -1536172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1536173.875000 Penalty: 4700.289551
	Iteration 80F: 3 clusters Score -1536174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1536176.750000 Penalty: 4700.289551
	Iteration 81Q: 3 clusters Score -1536177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1536180.000000 Penalty: 4700.289551
	Iteration 82Q: 3 clusters Score -1536180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1536180.125000 Penalty: 4700.289551
	Iteration 83Q: 3 clusters Score -1536180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1536181.250000 Penalty: 4700.289551
	Iteration 84Q: 3 clusters Score -1536181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1536184.500000 Penalty: 4700.289551
	Iteration 85Q: 3 clusters Score -1536184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1536189.375000 Penalty: 4700.289551
	Iteration 86Q: 3 clusters Score -1536189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1536193.250000 Penalty: 4700.289551
	Iteration 87Q: 3 clusters Score -1536193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1536195.625000 Penalty: 4700.289551
	Iteration 88Q: 3 clusters Score -1536196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1536199.250000 Penalty: 4700.289551
	Iteration 89Q: 3 clusters Score -1536199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1536202.500000 Penalty: 4700.289551
	Iteration 90Q: 3 clusters Score -1536202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1536200.125000 Penalty: 4700.289551
	Iteration 91Q: 3 clusters Score -1536200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1536204.375000 Penalty: 4700.289551
	Iteration 92Q: 3 clusters Score -1536204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1536208.375000 Penalty: 4700.289551
	Iteration 93Q: 3 clusters Score -1536208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1536205.375000 Penalty: 4700.289551
	Iteration 94Q: 3 clusters Score -1536205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1536203.875000 Penalty: 4700.289551
	Iteration 95Q: 3 clusters Score -1536204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1536204.250000 Penalty: 4700.289551
	Iteration 96Q: 3 clusters Score -1536204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1536205.750000 Penalty: 4700.289551
	Iteration 97Q: 3 clusters Score -1536206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1536209.250000 Penalty: 4700.289551
	Iteration 98Q: 3 clusters Score -1536209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1536209.750000 Penalty: 4700.289551
	Iteration 99Q: 3 clusters Score -1536210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1536213.500000 Penalty: 4700.289551
	Iteration 100F: 3 clusters Score -1536214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1536214.375000 Penalty: 4700.289551
	Iteration 101Q: 3 clusters Score -1536214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1536214.250000 Penalty: 4700.289551
	Iteration 102Q: 3 clusters Score -1536214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1536218.125000 Penalty: 4700.289551
	Iteration 103Q: 3 clusters Score -1536218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1536223.750000 Penalty: 4700.289551
	Iteration 104Q: 3 clusters Score -1536224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1536224.375000 Penalty: 4700.289551
	Iteration 105Q: 3 clusters Score -1536224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1536226.000000 Penalty: 4700.289551
	Iteration 106Q: 3 clusters Score -1536226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1536225.500000 Penalty: 4700.289551
	Iteration 107Q: 3 clusters Score -1536226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1536232.750000 Penalty: 4700.289551
	Iteration 108Q: 3 clusters Score -1536233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1536235.125000 Penalty: 4700.289551
	Iteration 109Q: 3 clusters Score -1536235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1536232.625000 Penalty: 4700.289551
	Iteration 110Q: 3 clusters Score -1536233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1536240.875000 Penalty: 4700.289551
	Iteration 111Q: 3 clusters Score -1536241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1536238.500000 Penalty: 4700.289551
	Iteration 112Q: 3 clusters Score -1536238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1536242.000000 Penalty: 4700.289551
	Iteration 113Q: 3 clusters Score -1536242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1536245.750000 Penalty: 4700.289551
	Iteration 114Q: 3 clusters Score -1536246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1536245.875000 Penalty: 4700.289551
	Iteration 115Q: 3 clusters Score -1536246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1536249.875000 Penalty: 4700.289551
	Iteration 116Q: 3 clusters Score -1536250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1536251.875000 Penalty: 4700.289551
	Iteration 117Q: 3 clusters Score -1536252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1536251.375000 Penalty: 4700.289551
	Iteration 118Q: 3 clusters Score -1536251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1536256.750000 Penalty: 4700.289551
	Iteration 119Q: 3 clusters Score -1536257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1536259.125000 Penalty: 4700.289551
	Iteration 120F: 3 clusters Score -1536259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1536257.500000 Penalty: 4700.289551
	Iteration 121Q: 3 clusters Score -1536258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1536256.125000 Penalty: 4700.289551
	Iteration 122Q: 3 clusters Score -1536256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1536257.875000 Penalty: 4700.289551
	Iteration 123Q: 3 clusters Score -1536258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1536260.375000 Penalty: 4700.289551
	Iteration 124Q: 3 clusters Score -1536260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1536261.250000 Penalty: 4700.289551
	Iteration 125Q: 3 clusters Score -1536261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1536262.250000 Penalty: 4700.289551
	Iteration 126Q: 3 clusters Score -1536262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1536266.125000 Penalty: 4700.289551
	Iteration 127Q: 3 clusters Score -1536266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1536265.250000 Penalty: 4700.289551
	Iteration 128Q: 3 clusters Score -1536265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1536270.250000 Penalty: 4700.289551
	Iteration 129Q: 3 clusters Score -1536270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1536272.625000 Penalty: 4700.289551
	Iteration 130Q: 3 clusters Score -1536273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1536276.750000 Penalty: 4700.289551
	Iteration 131Q: 3 clusters Score -1536277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1536279.750000 Penalty: 4700.289551
	Iteration 132Q: 3 clusters Score -1536280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1536281.125000 Penalty: 4700.289551
	Iteration 133Q: 3 clusters Score -1536281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1536284.500000 Penalty: 4700.289551
	Iteration 134Q: 3 clusters Score -1536284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1536285.500000 Penalty: 4700.289551
	Iteration 135Q: 3 clusters Score -1536286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1536285.750000 Penalty: 4700.289551
	Iteration 136Q: 3 clusters Score -1536286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1536287.000000 Penalty: 4700.289551
	Iteration 137Q: 3 clusters Score -1536287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1536287.625000 Penalty: 4700.289551
	Iteration 138Q: 3 clusters Score -1536288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1536288.125000 Penalty: 4700.289551
	Iteration 139Q: 3 clusters Score -1536288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1536287.625000 Penalty: 4700.289551
	Iteration 140F: 3 clusters Score -1536288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1536290.250000 Penalty: 4700.289551
	Iteration 141Q: 3 clusters Score -1536290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1536293.500000 Penalty: 4700.289551
	Iteration 142Q: 3 clusters Score -1536294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1536293.375000 Penalty: 4700.289551
	Iteration 143Q: 3 clusters Score -1536293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1536293.375000 Penalty: 4700.289551
	Iteration 144Q: 3 clusters Score -1536293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1536295.875000 Penalty: 4700.289551
	Iteration 145Q: 3 clusters Score -1536296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1536294.750000 Penalty: 4700.289551
	Iteration 146Q: 3 clusters Score -1536295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1536293.875000 Penalty: 4700.289551
	Iteration 147Q: 3 clusters Score -1536294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1536291.000000 Penalty: 4700.289551
	Iteration 148Q: 3 clusters Score -1536291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1536293.500000 Penalty: 4700.289551
	Iteration 149Q: 3 clusters Score -1536294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1536295.125000 Penalty: 4700.289551
	Iteration 150Q: 3 clusters Score -1536295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1536296.125000 Penalty: 4700.289551
	Iteration 151Q: 3 clusters Score -1536296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1536296.000000 Penalty: 4700.289551
	Iteration 152Q: 3 clusters Score -1536296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1536294.500000 Penalty: 4700.289551
	Iteration 153Q: 3 clusters Score -1536294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1536294.125000 Penalty: 4700.289551
	Iteration 154Q: 3 clusters Score -1536294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1536294.125000 Penalty: 4700.289551
	Iteration 155F: 3 clusters Score -1536294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -760142.000000 Penalty: 2198.737305
	Iteration 0F: 2 clusters Score -760142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -754405.437500 Penalty: 4397.474609
	Iteration 0F: 3 clusters Score -754405.4 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -756370.562500 Penalty: 4397.474609
	Iteration 1F: 3 clusters Score -756370.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -757355.875000 Penalty: 4397.474609
	Iteration 2F: 3 clusters Score -757355.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -758308.062500 Penalty: 4397.474609
	Iteration 3F: 3 clusters Score -758308.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -759102.687500 Penalty: 4397.474609
	Iteration 4F: 3 clusters Score -759102.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -759651.625000 Penalty: 4397.474609
	Iteration 5F: 3 clusters Score -759651.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -759960.687500 Penalty: 4397.474609
	Iteration 6Q: 3 clusters Score -759960.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -760119.312500 Penalty: 4397.474609
	Iteration 7Q: 3 clusters Score -760119.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -760227.250000 Penalty: 4397.474609
	Iteration 8Q: 3 clusters Score -760227.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -760308.000000 Penalty: 4397.474609
	Iteration 9Q: 3 clusters Score -760308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -760351.875000 Penalty: 4397.474609
	Iteration 10Q: 3 clusters Score -760351.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -760372.250000 Penalty: 4397.474609
	Iteration 11Q: 3 clusters Score -760372.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -760390.500000 Penalty: 4397.474609
	Iteration 12Q: 3 clusters Score -760390.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -760405.937500 Penalty: 4397.474609
	Iteration 13Q: 3 clusters Score -760405.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -760418.625000 Penalty: 4397.474609
	Iteration 14Q: 3 clusters Score -760418.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -760430.687500 Penalty: 4397.474609
	Iteration 15Q: 3 clusters Score -760430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -760433.250000 Penalty: 4397.474609
	Iteration 16Q: 3 clusters Score -760433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -760439.000000 Penalty: 4397.474609
	Iteration 17Q: 3 clusters Score -760439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -760440.000000 Penalty: 4397.474609
	Iteration 18Q: 3 clusters Score -760440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -760445.812500 Penalty: 4397.474609
	Iteration 19Q: 3 clusters Score -760445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -760447.000000 Penalty: 4397.474609
	Iteration 20F: 3 clusters Score -760447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -760448.625000 Penalty: 4397.474609
	Iteration 21Q: 3 clusters Score -760448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -760449.625000 Penalty: 4397.474609
	Iteration 22Q: 3 clusters Score -760449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -760450.625000 Penalty: 4397.474609
	Iteration 23Q: 3 clusters Score -760450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -760449.437500 Penalty: 4397.474609
	Iteration 24Q: 3 clusters Score -760449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -760449.437500 Penalty: 4397.474609
	Iteration 25F: 3 clusters Score -760449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Entering Unmasked Estep 
Score: -141973264.000000 Penalty: 138613.031250
Splitting cluster 17 changes total score from -141972064.000000 to -141973264.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 18 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -179639.187500 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -179639.2 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 804 members 
Entering Unmasked Estep 
Score: -177499.953125 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -177500 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -178378.343750 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -178378.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -179215.468750 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -179215.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -179789.578125 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -179789.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -180035.781250 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -180035.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -180282.640625 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -180282.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -180473.843750 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -180473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -180595.906250 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -180595.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -180669.656250 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -180669.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180704.250000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -180704.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180753.671875 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -180753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -180817.000000 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -180817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -180859.531250 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -180859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -180870.625000 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -180870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180874.578125 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -180874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180874.578125 Penalty: 3639.443604
	Iteration 15F: 3 clusters Score -180874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Entering Unmasked Estep 
Score: -141972816.000000 Penalty: 142078.359375
Splitting cluster 18 changes total score from -141972064.000000 to -141972816.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (38802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Entering Unmasked Estep 
Score: -4786816.000000 Penalty: 2620.424316
	Iteration 0F: 2 clusters Score -4786816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -4760599.500000 Penalty: 5240.848633
	Iteration 0F: 3 clusters Score -4760600 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4770596.000000 Penalty: 5240.848633
	Iteration 1F: 3 clusters Score -4770596 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4771561.500000 Penalty: 5240.848633
	Iteration 2F: 3 clusters Score -4771562 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4772762.000000 Penalty: 5240.848633
	Iteration 3F: 3 clusters Score -4772762 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4774093.000000 Penalty: 5240.848633
	Iteration 4F: 3 clusters Score -4774093 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4775553.000000 Penalty: 5240.848633
	Iteration 5F: 3 clusters Score -4775553 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4777225.000000 Penalty: 5240.848633
	Iteration 6F: 3 clusters Score -4777225 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4779000.500000 Penalty: 5240.848633
	Iteration 7F: 3 clusters Score -4779000 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4780773.500000 Penalty: 5240.848633
	Iteration 8F: 3 clusters Score -4780774 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4782316.500000 Penalty: 5240.848633
	Iteration 9Q: 3 clusters Score -4782316 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4783586.000000 Penalty: 5240.848633
	Iteration 10Q: 3 clusters Score -4783586 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4784335.500000 Penalty: 5240.848633
	Iteration 11Q: 3 clusters Score -4784336 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4784801.000000 Penalty: 5240.848633
	Iteration 12Q: 3 clusters Score -4784801 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4785119.500000 Penalty: 5240.848633
	Iteration 13Q: 3 clusters Score -4785120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4785420.000000 Penalty: 5240.848633
	Iteration 14Q: 3 clusters Score -4785420 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4785626.000000 Penalty: 5240.848633
	Iteration 15Q: 3 clusters Score -4785626 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4785832.500000 Penalty: 5240.848633
	Iteration 16Q: 3 clusters Score -4785832 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4786042.500000 Penalty: 5240.848633
	Iteration 17Q: 3 clusters Score -4786042 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4786175.000000 Penalty: 5240.848633
	Iteration 18Q: 3 clusters Score -4786175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4786275.000000 Penalty: 5240.848633
	Iteration 19Q: 3 clusters Score -4786275 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4786310.000000 Penalty: 5240.848633
	Iteration 20F: 3 clusters Score -4786310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4786351.500000 Penalty: 5240.848633
	Iteration 21Q: 3 clusters Score -4786352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4786360.000000 Penalty: 5240.848633
	Iteration 22Q: 3 clusters Score -4786360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4786374.000000 Penalty: 5240.848633
	Iteration 23Q: 3 clusters Score -4786374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4786375.000000 Penalty: 5240.848633
	Iteration 24Q: 3 clusters Score -4786375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4786387.000000 Penalty: 5240.848633
	Iteration 25Q: 3 clusters Score -4786387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4786393.500000 Penalty: 5240.848633
	Iteration 26Q: 3 clusters Score -4786394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4786395.500000 Penalty: 5240.848633
	Iteration 27Q: 3 clusters Score -4786396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4786399.500000 Penalty: 5240.848633
	Iteration 28Q: 3 clusters Score -4786400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4786408.000000 Penalty: 5240.848633
	Iteration 29Q: 3 clusters Score -4786408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4786413.000000 Penalty: 5240.848633
	Iteration 30Q: 3 clusters Score -4786413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4786411.000000 Penalty: 5240.848633
	Iteration 31Q: 3 clusters Score -4786411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4786405.500000 Penalty: 5240.848633
	Iteration 32Q: 3 clusters Score -4786406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4786407.500000 Penalty: 5240.848633
	Iteration 33Q: 3 clusters Score -4786408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4786407.000000 Penalty: 5240.848633
	Iteration 34Q: 3 clusters Score -4786407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4786406.500000 Penalty: 5240.848633
	Iteration 35Q: 3 clusters Score -4786406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4786406.500000 Penalty: 5240.848633
	Iteration 36Q: 3 clusters Score -4786406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4786404.000000 Penalty: 5240.848633
	Iteration 37Q: 3 clusters Score -4786404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4786405.000000 Penalty: 5240.848633
	Iteration 38Q: 3 clusters Score -4786405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4786405.000000 Penalty: 5240.848633
	Iteration 39Q: 3 clusters Score -4786405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4786411.000000 Penalty: 5240.848633
	Iteration 40F: 3 clusters Score -4786411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4786405.000000 Penalty: 5240.848633
	Iteration 41Q: 3 clusters Score -4786405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4786405.000000 Penalty: 5240.848633
	Iteration 42F: 3 clusters Score -4786405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -921782.187500 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -921782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -915696.375000 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -915696.4 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -917621.937500 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -917621.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -918150.062500 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -918150.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -918604.375000 Penalty: 4429.722168
	Iteration 3F: 3 clusters Score -918604.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -918993.437500 Penalty: 4429.722168
	Iteration 4F: 3 clusters Score -918993.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -919454.562500 Penalty: 4429.722168
	Iteration 5F: 3 clusters Score -919454.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -919860.125000 Penalty: 4429.722168
	Iteration 6F: 3 clusters Score -919860.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -920160.875000 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -920160.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -920371.125000 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -920371.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -920499.625000 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -920499.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -920583.750000 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -920583.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -920656.500000 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -920656.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -920710.250000 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -920710.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -920763.312500 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -920763.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -920805.625000 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -920805.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -920828.500000 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -920828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -920848.062500 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -920848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -920868.250000 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -920868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -920879.375000 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -920879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -920892.187500 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -920892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -920899.312500 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -920899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -920906.500000 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -920906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -920905.187500 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -920905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -920909.000000 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -920909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -920911.437500 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -920911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -920914.937500 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -920914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -920915.437500 Penalty: 4429.722168
	Iteration 26Q: 3 clusters Score -920915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -920917.875000 Penalty: 4429.722168
	Iteration 27Q: 3 clusters Score -920917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -920917.812500 Penalty: 4429.722168
	Iteration 28Q: 3 clusters Score -920917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -920922.187500 Penalty: 4429.722168
	Iteration 29Q: 3 clusters Score -920922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -920922.187500 Penalty: 4429.722168
	Iteration 30F: 3 clusters Score -920922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Entering Unmasked Estep 
Score: -1060041.125000 Penalty: 2254.342773
	Iteration 0F: 2 clusters Score -1060041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1053206.375000 Penalty: 4508.685547
	Iteration 0F: 3 clusters Score -1053206 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1055180.500000 Penalty: 4508.685547
	Iteration 1F: 3 clusters Score -1055180 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1055475.625000 Penalty: 4508.685547
	Iteration 2F: 3 clusters Score -1055476 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1055712.500000 Penalty: 4508.685547
	Iteration 3F: 3 clusters Score -1055712 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1055912.500000 Penalty: 4508.685547
	Iteration 4Q: 3 clusters Score -1055912 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1056112.250000 Penalty: 4508.685547
	Iteration 5Q: 3 clusters Score -1056112 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1056328.125000 Penalty: 4508.685547
	Iteration 6Q: 3 clusters Score -1056328 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1056550.750000 Penalty: 4508.685547
	Iteration 7Q: 3 clusters Score -1056551 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1056742.750000 Penalty: 4508.685547
	Iteration 8Q: 3 clusters Score -1056743 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1056932.000000 Penalty: 4508.685547
	Iteration 9Q: 3 clusters Score -1056932 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1057102.625000 Penalty: 4508.685547
	Iteration 10Q: 3 clusters Score -1057103 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1057267.250000 Penalty: 4508.685547
	Iteration 11Q: 3 clusters Score -1057267 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1057433.375000 Penalty: 4508.685547
	Iteration 12Q: 3 clusters Score -1057433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1057571.625000 Penalty: 4508.685547
	Iteration 13Q: 3 clusters Score -1057572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1057677.625000 Penalty: 4508.685547
	Iteration 14Q: 3 clusters Score -1057678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1057775.250000 Penalty: 4508.685547
	Iteration 15Q: 3 clusters Score -1057775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1057869.000000 Penalty: 4508.685547
	Iteration 16Q: 3 clusters Score -1057869 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1057959.000000 Penalty: 4508.685547
	Iteration 17Q: 3 clusters Score -1057959 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1058047.125000 Penalty: 4508.685547
	Iteration 18Q: 3 clusters Score -1058047 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1058137.125000 Penalty: 4508.685547
	Iteration 19Q: 3 clusters Score -1058137 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1058228.750000 Penalty: 4508.685547
	Iteration 20F: 3 clusters Score -1058229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1058321.625000 Penalty: 4508.685547
	Iteration 21Q: 3 clusters Score -1058322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1058417.625000 Penalty: 4508.685547
	Iteration 22Q: 3 clusters Score -1058418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1058536.375000 Penalty: 4508.685547
	Iteration 23Q: 3 clusters Score -1058536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1058645.625000 Penalty: 4508.685547
	Iteration 24Q: 3 clusters Score -1058646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1058731.375000 Penalty: 4508.685547
	Iteration 25Q: 3 clusters Score -1058731 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1058794.125000 Penalty: 4508.685547
	Iteration 26Q: 3 clusters Score -1058794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1058828.000000 Penalty: 4508.685547
	Iteration 27Q: 3 clusters Score -1058828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1058843.750000 Penalty: 4508.685547
	Iteration 28Q: 3 clusters Score -1058844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1058856.375000 Penalty: 4508.685547
	Iteration 29Q: 3 clusters Score -1058856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1058865.750000 Penalty: 4508.685547
	Iteration 30Q: 3 clusters Score -1058866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1058875.500000 Penalty: 4508.685547
	Iteration 31Q: 3 clusters Score -1058876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1058882.500000 Penalty: 4508.685547
	Iteration 32Q: 3 clusters Score -1058882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1058886.875000 Penalty: 4508.685547
	Iteration 33Q: 3 clusters Score -1058887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1058886.750000 Penalty: 4508.685547
	Iteration 34Q: 3 clusters Score -1058887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1058888.375000 Penalty: 4508.685547
	Iteration 35Q: 3 clusters Score -1058888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1058888.750000 Penalty: 4508.685547
	Iteration 36Q: 3 clusters Score -1058889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1058890.625000 Penalty: 4508.685547
	Iteration 37Q: 3 clusters Score -1058891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1058891.375000 Penalty: 4508.685547
	Iteration 38Q: 3 clusters Score -1058891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1058894.000000 Penalty: 4508.685547
	Iteration 39Q: 3 clusters Score -1058894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1058895.250000 Penalty: 4508.685547
	Iteration 40F: 3 clusters Score -1058895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1058897.125000 Penalty: 4508.685547
	Iteration 41Q: 3 clusters Score -1058897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1058902.500000 Penalty: 4508.685547
	Iteration 42Q: 3 clusters Score -1058902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1058905.625000 Penalty: 4508.685547
	Iteration 43Q: 3 clusters Score -1058906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1058906.250000 Penalty: 4508.685547
	Iteration 44Q: 3 clusters Score -1058906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1058906.500000 Penalty: 4508.685547
	Iteration 45Q: 3 clusters Score -1058906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1058907.625000 Penalty: 4508.685547
	Iteration 46Q: 3 clusters Score -1058908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1058907.500000 Penalty: 4508.685547
	Iteration 47Q: 3 clusters Score -1058908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1058907.500000 Penalty: 4508.685547
	Iteration 48F: 3 clusters Score -1058908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -620663.062500 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -620663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -616029.312500 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -616029.3 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -617144.312500 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -617144.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -617388.875000 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -617388.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -617600.437500 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -617600.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -617794.687500 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -617794.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -617986.312500 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -617986.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -618159.437500 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -618159.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -618346.187500 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -618346.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -618526.000000 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -618526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -618678.125000 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -618678.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -618787.937500 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -618787.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -618890.437500 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -618890.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -618965.875000 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -618965.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -619029.500000 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -619029.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -619079.875000 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -619079.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -619121.000000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -619121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -619161.312500 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -619161.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -619192.750000 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -619192.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -619224.312500 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -619224.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -619252.500000 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -619252.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -619276.937500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -619276.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -619302.750000 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -619302.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -619315.125000 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -619315.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -619325.687500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -619325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -619333.687500 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -619333.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -619341.125000 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -619341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -619347.812500 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -619347.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -619354.562500 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -619354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -619362.250000 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -619362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -619367.062500 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -619367.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -619371.625000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -619371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -619375.375000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -619375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -619379.937500 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -619379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -619381.250000 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -619381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -619384.187500 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -619384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -619384.687500 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -619384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -619385.375000 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -619385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -619387.375000 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -619387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -619390.375000 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -619390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -619392.750000 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -619392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -619391.750000 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -619391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -619392.250000 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -619392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -619392.250000 Penalty: 4240.150879
	Iteration 42F: 3 clusters Score -619392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -301652.437500 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -301652.4 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 1382 members 
Entering Unmasked Estep 
Score: -298681.500000 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -298681.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -299282.156250 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -299282.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299451.218750 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -299451.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299538.906250 Penalty: 3909.815430
	Iteration 3Q: 3 clusters Score -299538.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299597.687500 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -299597.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -299636.906250 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -299636.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -299668.031250 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -299668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -299697.906250 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -299697.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -299728.500000 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -299728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299758.000000 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -299758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299794.781250 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -299794.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -299839.218750 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -299839.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -299876.500000 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -299876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299903.218750 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -299903.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -299927.562500 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -299927.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299939.656250 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -299939.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299950.812500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -299950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299960.750000 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -299960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -299971.406250 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -299971.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -299981.687500 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -299981.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -300002.218750 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -300002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -300017.625000 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -300017.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -300031.031250 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -300031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -300036.468750 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -300036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300041.937500 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -300041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -300045.843750 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -300045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -300050.000000 Penalty: 3909.815430
	Iteration 26Q: 3 clusters Score -300050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300054.906250 Penalty: 3909.815430
	Iteration 27Q: 3 clusters Score -300054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -300062.812500 Penalty: 3909.815430
	Iteration 28Q: 3 clusters Score -300062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -300072.062500 Penalty: 3909.815430
	Iteration 29Q: 3 clusters Score -300072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -300079.156250 Penalty: 3909.815430
	Iteration 30Q: 3 clusters Score -300079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -300086.906250 Penalty: 3909.815430
	Iteration 31Q: 3 clusters Score -300086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -300092.156250 Penalty: 3909.815430
	Iteration 32Q: 3 clusters Score -300092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -300094.312500 Penalty: 3909.815430
	Iteration 33Q: 3 clusters Score -300094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300096.562500 Penalty: 3909.815430
	Iteration 34Q: 3 clusters Score -300096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -300101.312500 Penalty: 3909.815430
	Iteration 35Q: 3 clusters Score -300101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300104.093750 Penalty: 3909.815430
	Iteration 36Q: 3 clusters Score -300104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -300108.718750 Penalty: 3909.815430
	Iteration 37Q: 3 clusters Score -300108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -300114.250000 Penalty: 3909.815430
	Iteration 38Q: 3 clusters Score -300114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -300116.500000 Penalty: 3909.815430
	Iteration 39Q: 3 clusters Score -300116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -300121.375000 Penalty: 3909.815430
	Iteration 40F: 3 clusters Score -300121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300125.375000 Penalty: 3909.815430
	Iteration 41Q: 3 clusters Score -300125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300128.843750 Penalty: 3909.815430
	Iteration 42Q: 3 clusters Score -300128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -300133.968750 Penalty: 3909.815430
	Iteration 43Q: 3 clusters Score -300134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -300136.968750 Penalty: 3909.815430
	Iteration 44Q: 3 clusters Score -300137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300138.812500 Penalty: 3909.815430
	Iteration 45Q: 3 clusters Score -300138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -300139.531250 Penalty: 3909.815430
	Iteration 46Q: 3 clusters Score -300139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -300142.593750 Penalty: 3909.815430
	Iteration 47Q: 3 clusters Score -300142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -300144.437500 Penalty: 3909.815430
	Iteration 48Q: 3 clusters Score -300144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -300147.656250 Penalty: 3909.815430
	Iteration 49Q: 3 clusters Score -300147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300149.593750 Penalty: 3909.815430
	Iteration 50Q: 3 clusters Score -300149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300152.125000 Penalty: 3909.815430
	Iteration 51Q: 3 clusters Score -300152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300154.062500 Penalty: 3909.815430
	Iteration 52Q: 3 clusters Score -300154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300156.500000 Penalty: 3909.815430
	Iteration 53Q: 3 clusters Score -300156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -300160.343750 Penalty: 3909.815430
	Iteration 54Q: 3 clusters Score -300160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300163.281250 Penalty: 3909.815430
	Iteration 55Q: 3 clusters Score -300163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300166.468750 Penalty: 3909.815430
	Iteration 56Q: 3 clusters Score -300166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300171.875000 Penalty: 3909.815430
	Iteration 57Q: 3 clusters Score -300171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300174.937500 Penalty: 3909.815430
	Iteration 58Q: 3 clusters Score -300174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300177.062500 Penalty: 3909.815430
	Iteration 59Q: 3 clusters Score -300177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -300181.312500 Penalty: 3909.815430
	Iteration 60F: 3 clusters Score -300181.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -300193.125000 Penalty: 3909.815430
	Iteration 61Q: 3 clusters Score -300193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -300199.750000 Penalty: 3909.815430
	Iteration 62Q: 3 clusters Score -300199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -300204.812500 Penalty: 3909.815430
	Iteration 63Q: 3 clusters Score -300204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300210.437500 Penalty: 3909.815430
	Iteration 64Q: 3 clusters Score -300210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -300220.656250 Penalty: 3909.815430
	Iteration 65Q: 3 clusters Score -300220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -300229.937500 Penalty: 3909.815430
	Iteration 66Q: 3 clusters Score -300229.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -300241.250000 Penalty: 3909.815430
	Iteration 67Q: 3 clusters Score -300241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -300252.312500 Penalty: 3909.815430
	Iteration 68Q: 3 clusters Score -300252.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -300272.468750 Penalty: 3909.815430
	Iteration 69Q: 3 clusters Score -300272.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -300289.875000 Penalty: 3909.815430
	Iteration 70Q: 3 clusters Score -300289.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -300300.500000 Penalty: 3909.815430
	Iteration 71Q: 3 clusters Score -300300.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -300308.000000 Penalty: 3909.815430
	Iteration 72Q: 3 clusters Score -300308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -300316.187500 Penalty: 3909.815430
	Iteration 73Q: 3 clusters Score -300316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -300321.500000 Penalty: 3909.815430
	Iteration 74Q: 3 clusters Score -300321.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -300328.375000 Penalty: 3909.815430
	Iteration 75Q: 3 clusters Score -300328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -300333.781250 Penalty: 3909.815430
	Iteration 76Q: 3 clusters Score -300333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -300343.156250 Penalty: 3909.815430
	Iteration 77Q: 3 clusters Score -300343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -300348.093750 Penalty: 3909.815430
	Iteration 78Q: 3 clusters Score -300348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -300357.781250 Penalty: 3909.815430
	Iteration 79Q: 3 clusters Score -300357.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -300370.406250 Penalty: 3909.815430
	Iteration 80F: 3 clusters Score -300370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300385.750000 Penalty: 3909.815430
	Iteration 81Q: 3 clusters Score -300385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -300398.750000 Penalty: 3909.815430
	Iteration 82Q: 3 clusters Score -300398.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -300411.093750 Penalty: 3909.815430
	Iteration 83Q: 3 clusters Score -300411.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -300417.562500 Penalty: 3909.815430
	Iteration 84Q: 3 clusters Score -300417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -300423.625000 Penalty: 3909.815430
	Iteration 85Q: 3 clusters Score -300423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -300427.968750 Penalty: 3909.815430
	Iteration 86Q: 3 clusters Score -300428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -300430.187500 Penalty: 3909.815430
	Iteration 87Q: 3 clusters Score -300430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -300433.968750 Penalty: 3909.815430
	Iteration 88Q: 3 clusters Score -300434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -300434.906250 Penalty: 3909.815430
	Iteration 89Q: 3 clusters Score -300434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300435.937500 Penalty: 3909.815430
	Iteration 90Q: 3 clusters Score -300435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300435.937500 Penalty: 3909.815430
	Iteration 91F: 3 clusters Score -300435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Entering Unmasked Estep 
Score: -2148402.500000 Penalty: 2419.280029
	Iteration 0F: 2 clusters Score -2148402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2136099.000000 Penalty: 4838.560059
	Iteration 0F: 3 clusters Score -2136099 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2140209.750000 Penalty: 4838.560059
	Iteration 1F: 3 clusters Score -2140210 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2140566.500000 Penalty: 4838.560059
	Iteration 2F: 3 clusters Score -2140566 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2140874.500000 Penalty: 4838.560059
	Iteration 3Q: 3 clusters Score -2140874 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2141227.250000 Penalty: 4838.560059
	Iteration 4Q: 3 clusters Score -2141227 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2141643.500000 Penalty: 4838.560059
	Iteration 5Q: 3 clusters Score -2141644 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2142240.750000 Penalty: 4838.560059
	Iteration 6F: 3 clusters Score -2142241 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2143088.750000 Penalty: 4838.560059
	Iteration 7F: 3 clusters Score -2143089 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2144186.250000 Penalty: 4838.560059
	Iteration 8F: 3 clusters Score -2144186 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2145250.000000 Penalty: 4838.560059
	Iteration 9F: 3 clusters Score -2145250 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2146048.500000 Penalty: 4838.560059
	Iteration 10F: 3 clusters Score -2146048 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2146497.750000 Penalty: 4838.560059
	Iteration 11Q: 3 clusters Score -2146498 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2146741.500000 Penalty: 4838.560059
	Iteration 12Q: 3 clusters Score -2146742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2146856.500000 Penalty: 4838.560059
	Iteration 13Q: 3 clusters Score -2146856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2146917.000000 Penalty: 4838.560059
	Iteration 14Q: 3 clusters Score -2146917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2146960.500000 Penalty: 4838.560059
	Iteration 15Q: 3 clusters Score -2146960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2146987.000000 Penalty: 4838.560059
	Iteration 16Q: 3 clusters Score -2146987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2147020.250000 Penalty: 4838.560059
	Iteration 17Q: 3 clusters Score -2147020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2147042.500000 Penalty: 4838.560059
	Iteration 18Q: 3 clusters Score -2147042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2147052.500000 Penalty: 4838.560059
	Iteration 19Q: 3 clusters Score -2147052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2147061.250000 Penalty: 4838.560059
	Iteration 20F: 3 clusters Score -2147061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2147073.000000 Penalty: 4838.560059
	Iteration 21Q: 3 clusters Score -2147073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2147081.000000 Penalty: 4838.560059
	Iteration 22Q: 3 clusters Score -2147081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2147085.000000 Penalty: 4838.560059
	Iteration 23Q: 3 clusters Score -2147085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2147090.250000 Penalty: 4838.560059
	Iteration 24Q: 3 clusters Score -2147090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2147092.500000 Penalty: 4838.560059
	Iteration 25Q: 3 clusters Score -2147092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2147097.750000 Penalty: 4838.560059
	Iteration 26Q: 3 clusters Score -2147098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2147101.000000 Penalty: 4838.560059
	Iteration 27Q: 3 clusters Score -2147101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2147100.750000 Penalty: 4838.560059
	Iteration 28Q: 3 clusters Score -2147101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2147100.750000 Penalty: 4838.560059
	Iteration 29Q: 3 clusters Score -2147101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2147104.000000 Penalty: 4838.560059
	Iteration 30Q: 3 clusters Score -2147104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2147104.500000 Penalty: 4838.560059
	Iteration 31Q: 3 clusters Score -2147104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2147109.000000 Penalty: 4838.560059
	Iteration 32Q: 3 clusters Score -2147109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2147109.750000 Penalty: 4838.560059
	Iteration 33Q: 3 clusters Score -2147110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2147107.250000 Penalty: 4838.560059
	Iteration 34Q: 3 clusters Score -2147107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2147107.250000 Penalty: 4838.560059
	Iteration 35F: 3 clusters Score -2147107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -87722.382812 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -87722.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86027.835938 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -86027.84 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87086.578125 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -87086.58 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88552.562500 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -88552.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89611.812500 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -89611.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90073.250000 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -90073.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -90146.078125 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -90146.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -90179.367188 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -90179.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90207.343750 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -90207.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -90219.179688 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -90219.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90220.460938 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -90220.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90224.773438 Penalty: 3382.728027
	Iteration 10F: 3 clusters Score -90224.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90228.718750 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -90228.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90228.718750 Penalty: 3382.728027
	Iteration 12F: 3 clusters Score -90228.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2740 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 745 members 
Entering Unmasked Estep 
Score: -141973632.000000 Penalty: 145543.687500
Splitting cluster 25 changes total score from -141972064.000000 to -141973632.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -770087.312500 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -770087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -764696.750000 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -764696.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -766165.500000 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -766165.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -766557.937500 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -766557.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -766825.875000 Penalty: 4336.950195
	Iteration 3F: 3 clusters Score -766825.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -767020.187500 Penalty: 4336.950195
	Iteration 4F: 3 clusters Score -767020.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -767189.125000 Penalty: 4336.950195
	Iteration 5Q: 3 clusters Score -767189.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -767373.125000 Penalty: 4336.950195
	Iteration 6Q: 3 clusters Score -767373.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -767551.625000 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -767551.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -767702.312500 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -767702.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -767798.000000 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -767798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -767866.500000 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -767866.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -767917.437500 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -767917.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -767952.875000 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -767952.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -767983.437500 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -767983.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -768019.625000 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -768019.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -768047.687500 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -768047.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -768069.937500 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -768069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -768090.875000 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -768090.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -768105.875000 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -768105.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -768118.750000 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -768118.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -768126.562500 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -768126.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -768136.125000 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -768136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -768143.250000 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -768143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -768147.562500 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -768147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -768156.937500 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -768156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -768166.000000 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -768166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -768171.562500 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -768171.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -768176.625000 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -768176.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -768180.687500 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -768180.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -768185.875000 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -768185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -768190.562500 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -768190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -768196.937500 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -768196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -768200.062500 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -768200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -768204.500000 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -768204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -768208.625000 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -768208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -768213.750000 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -768213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -768218.625000 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -768218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -768222.062500 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -768222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -768222.375000 Penalty: 4336.950195
	Iteration 38Q: 3 clusters Score -768222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -768222.312500 Penalty: 4336.950195
	Iteration 39Q: 3 clusters Score -768222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -768223.875000 Penalty: 4336.950195
	Iteration 40F: 3 clusters Score -768223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -768228.187500 Penalty: 4336.950195
	Iteration 41Q: 3 clusters Score -768228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -768233.312500 Penalty: 4336.950195
	Iteration 42Q: 3 clusters Score -768233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -768237.812500 Penalty: 4336.950195
	Iteration 43Q: 3 clusters Score -768237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -768246.000000 Penalty: 4336.950195
	Iteration 44Q: 3 clusters Score -768246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -768250.500000 Penalty: 4336.950195
	Iteration 45Q: 3 clusters Score -768250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -768252.437500 Penalty: 4336.950195
	Iteration 46Q: 3 clusters Score -768252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -768255.500000 Penalty: 4336.950195
	Iteration 47Q: 3 clusters Score -768255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -768255.750000 Penalty: 4336.950195
	Iteration 48Q: 3 clusters Score -768255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -768255.625000 Penalty: 4336.950195
	Iteration 49Q: 3 clusters Score -768255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -768254.375000 Penalty: 4336.950195
	Iteration 50Q: 3 clusters Score -768254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -768254.375000 Penalty: 4336.950195
	Iteration 51F: 3 clusters Score -768254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -293437.968750 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -293438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290493.468750 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -290493.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -291517.437500 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -291517.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -292223.031250 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -292223 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292990.281250 Penalty: 3926.193848
	Iteration 3F: 3 clusters Score -292990.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -293573.468750 Penalty: 3926.193848
	Iteration 4F: 3 clusters Score -293573.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -293840.406250 Penalty: 3926.193848
	Iteration 5F: 3 clusters Score -293840.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -294032.625000 Penalty: 3926.193848
	Iteration 6F: 3 clusters Score -294032.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -294190.343750 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -294190.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -294317.656250 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -294317.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -294446.218750 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -294446.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -294510.312500 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -294510.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -294554.500000 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -294554.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -294592.218750 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -294592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -294624.531250 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -294624.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -294649.343750 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -294649.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -294687.187500 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -294687.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -294709.531250 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -294709.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -294724.468750 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -294724.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -294734.250000 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -294734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -294741.031250 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -294741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -294796.875000 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -294796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -294911.468750 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -294911.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -294967.062500 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -294967.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -295024.031250 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -295024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -295042.593750 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -295042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -295057.562500 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -295057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -295061.562500 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -295061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -295063.937500 Penalty: 3926.193848
	Iteration 27Q: 3 clusters Score -295063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -295065.250000 Penalty: 3926.193848
	Iteration 28Q: 3 clusters Score -295065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -295070.937500 Penalty: 3926.193848
	Iteration 29Q: 3 clusters Score -295070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -295074.156250 Penalty: 3926.193848
	Iteration 30Q: 3 clusters Score -295074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -295149.531250 Penalty: 3926.193848
	Iteration 31F: 3 clusters Score -295149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -295224.187500 Penalty: 3926.193848
	Iteration 32Q: 3 clusters Score -295224.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -295247.250000 Penalty: 3926.193848
	Iteration 33Q: 3 clusters Score -295247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -295265.718750 Penalty: 3926.193848
	Iteration 34Q: 3 clusters Score -295265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -295272.968750 Penalty: 3926.193848
	Iteration 35Q: 3 clusters Score -295273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -295273.281250 Penalty: 3926.193848
	Iteration 36Q: 3 clusters Score -295273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -295274.250000 Penalty: 3926.193848
	Iteration 37Q: 3 clusters Score -295274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -295274.250000 Penalty: 3926.193848
	Iteration 38F: 3 clusters Score -295274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 357 members 
Entering Unmasked Estep 
Score: -141974336.000000 Penalty: 149009.015625
Splitting cluster 27 changes total score from -141972064.000000 to -141974336.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (52175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Entering Unmasked Estep 
Score: -6614114.000000 Penalty: 2693.864990
	Iteration 0F: 2 clusters Score -6614114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6578998.000000 Penalty: 5387.729980
	Iteration 0F: 3 clusters Score -6578998 nChanged 24181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6592513.500000 Penalty: 5387.729980
	Iteration 1F: 3 clusters Score -6592514 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -6593142.000000 Penalty: 5387.729980
	Iteration 2Q: 3 clusters Score -6593142 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6593810.000000 Penalty: 5387.729980
	Iteration 3Q: 3 clusters Score -6593810 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -6594629.000000 Penalty: 5387.729980
	Iteration 4Q: 3 clusters Score -6594629 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -6595602.000000 Penalty: 5387.729980
	Iteration 5Q: 3 clusters Score -6595602 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6596849.500000 Penalty: 5387.729980
	Iteration 6F: 3 clusters Score -6596850 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -6598518.500000 Penalty: 5387.729980
	Iteration 7F: 3 clusters Score -6598518 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6600375.500000 Penalty: 5387.729980
	Iteration 8F: 3 clusters Score -6600376 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -6602498.000000 Penalty: 5387.729980
	Iteration 9F: 3 clusters Score -6602498 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6604801.000000 Penalty: 5387.729980
	Iteration 10F: 3 clusters Score -6604801 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6606996.500000 Penalty: 5387.729980
	Iteration 11F: 3 clusters Score -6606996 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -6608833.000000 Penalty: 5387.729980
	Iteration 12Q: 3 clusters Score -6608833 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -6610182.500000 Penalty: 5387.729980
	Iteration 13Q: 3 clusters Score -6610182 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -6610939.500000 Penalty: 5387.729980
	Iteration 14Q: 3 clusters Score -6610940 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6611332.000000 Penalty: 5387.729980
	Iteration 15Q: 3 clusters Score -6611332 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6611565.000000 Penalty: 5387.729980
	Iteration 16Q: 3 clusters Score -6611565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -6611667.000000 Penalty: 5387.729980
	Iteration 17Q: 3 clusters Score -6611667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -6611739.000000 Penalty: 5387.729980
	Iteration 18Q: 3 clusters Score -6611739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -6611810.500000 Penalty: 5387.729980
	Iteration 19Q: 3 clusters Score -6611810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6611858.500000 Penalty: 5387.729980
	Iteration 20F: 3 clusters Score -6611858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6611894.000000 Penalty: 5387.729980
	Iteration 21Q: 3 clusters Score -6611894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6611918.500000 Penalty: 5387.729980
	Iteration 22Q: 3 clusters Score -6611918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6611931.000000 Penalty: 5387.729980
	Iteration 23Q: 3 clusters Score -6611931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -6611941.000000 Penalty: 5387.729980
	Iteration 24Q: 3 clusters Score -6611941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6611953.000000 Penalty: 5387.729980
	Iteration 25Q: 3 clusters Score -6611953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6611950.500000 Penalty: 5387.729980
	Iteration 26Q: 3 clusters Score -6611950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6611949.000000 Penalty: 5387.729980
	Iteration 27Q: 3 clusters Score -6611949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6611946.000000 Penalty: 5387.729980
	Iteration 28Q: 3 clusters Score -6611946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -6611949.000000 Penalty: 5387.729980
	Iteration 29Q: 3 clusters Score -6611949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -6611949.000000 Penalty: 5387.729980
	Iteration 30F: 3 clusters Score -6611949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -1838338.625000 Penalty: 2377.370117
	Iteration 0F: 2 clusters Score -1838339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1827765.125000 Penalty: 4754.740234
	Iteration 0F: 3 clusters Score -1827765 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1831325.250000 Penalty: 4754.740234
	Iteration 1F: 3 clusters Score -1831325 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1831995.375000 Penalty: 4754.740234
	Iteration 2F: 3 clusters Score -1831995 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1832657.875000 Penalty: 4754.740234
	Iteration 3F: 3 clusters Score -1832658 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1833368.250000 Penalty: 4754.740234
	Iteration 4F: 3 clusters Score -1833368 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1834138.000000 Penalty: 4754.740234
	Iteration 5F: 3 clusters Score -1834138 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1834958.875000 Penalty: 4754.740234
	Iteration 6F: 3 clusters Score -1834959 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1835919.125000 Penalty: 4754.740234
	Iteration 7F: 3 clusters Score -1835919 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1836875.000000 Penalty: 4754.740234
	Iteration 8F: 3 clusters Score -1836875 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1837537.000000 Penalty: 4754.740234
	Iteration 9F: 3 clusters Score -1837537 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1837880.875000 Penalty: 4754.740234
	Iteration 10Q: 3 clusters Score -1837881 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1838039.625000 Penalty: 4754.740234
	Iteration 11Q: 3 clusters Score -1838040 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1838114.500000 Penalty: 4754.740234
	Iteration 12Q: 3 clusters Score -1838114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1838150.000000 Penalty: 4754.740234
	Iteration 13Q: 3 clusters Score -1838150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1838166.500000 Penalty: 4754.740234
	Iteration 14Q: 3 clusters Score -1838166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1838179.750000 Penalty: 4754.740234
	Iteration 15Q: 3 clusters Score -1838180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1838185.750000 Penalty: 4754.740234
	Iteration 16Q: 3 clusters Score -1838186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1838192.500000 Penalty: 4754.740234
	Iteration 17Q: 3 clusters Score -1838192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1838196.000000 Penalty: 4754.740234
	Iteration 18Q: 3 clusters Score -1838196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1838200.750000 Penalty: 4754.740234
	Iteration 19Q: 3 clusters Score -1838201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1838207.375000 Penalty: 4754.740234
	Iteration 20F: 3 clusters Score -1838207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1838206.000000 Penalty: 4754.740234
	Iteration 21Q: 3 clusters Score -1838206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1838207.875000 Penalty: 4754.740234
	Iteration 22Q: 3 clusters Score -1838208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1838207.375000 Penalty: 4754.740234
	Iteration 23Q: 3 clusters Score -1838207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1838203.375000 Penalty: 4754.740234
	Iteration 24Q: 3 clusters Score -1838203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1838207.250000 Penalty: 4754.740234
	Iteration 25Q: 3 clusters Score -1838207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1838207.500000 Penalty: 4754.740234
	Iteration 26Q: 3 clusters Score -1838208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1838208.875000 Penalty: 4754.740234
	Iteration 27Q: 3 clusters Score -1838209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1838209.000000 Penalty: 4754.740234
	Iteration 28Q: 3 clusters Score -1838209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1838210.750000 Penalty: 4754.740234
	Iteration 29Q: 3 clusters Score -1838211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1838214.375000 Penalty: 4754.740234
	Iteration 30Q: 3 clusters Score -1838214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1838213.875000 Penalty: 4754.740234
	Iteration 31Q: 3 clusters Score -1838214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1838213.875000 Penalty: 4754.740234
	Iteration 32F: 3 clusters Score -1838214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -124103.867188 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -124103.9 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 552 members 
Entering Unmasked Estep 
Score: -122171.671875 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -122171.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122554.117188 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -122554.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122837.210938 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -122837.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -123090.093750 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -123090.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123252.984375 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -123253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -123404.203125 Penalty: 3460.268555
	Iteration 5F: 3 clusters Score -123404.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -123496.406250 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -123496.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -123532.257812 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -123532.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -123553.492188 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -123553.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -123570.210938 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -123570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -123578.359375 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -123578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -123581.414062 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -123581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -123583.742188 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -123583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -123583.742188 Penalty: 3460.268555
	Iteration 13F: 3 clusters Score -123583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -45997.957031 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -45997.96 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 274 members 
Entering Unmasked Estep 
Score: -44908.265625 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -44908.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45524.359375 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -45524.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45686.847656 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -45686.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45804.960938 Penalty: 3119.698975
	Iteration 3F: 3 clusters Score -45804.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45943.675781 Penalty: 3119.698975
	Iteration 4F: 3 clusters Score -45943.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46046.160156 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -46046.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46129.734375 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -46129.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46200.027344 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -46200.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46409.343750 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -46409.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46488.250000 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -46488.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46535.234375 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -46535.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46549.417969 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -46549.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46559.378906 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -46559.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46562.464844 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -46562.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46578.660156 Penalty: 3119.698975
	Iteration 14Q: 3 clusters Score -46578.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46581.113281 Penalty: 3119.698975
	Iteration 15F: 3 clusters Score -46581.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46616.246094 Penalty: 3119.698975
	Iteration 16Q: 3 clusters Score -46616.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46616.980469 Penalty: 3119.698975
	Iteration 17Q: 3 clusters Score -46616.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46633.496094 Penalty: 3119.698975
	Iteration 18F: 3 clusters Score -46633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46718.703125 Penalty: 3119.698975
	Iteration 19Q: 3 clusters Score -46718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46899.148438 Penalty: 3119.698975
	Iteration 20F: 3 clusters Score -46899.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46901.324219 Penalty: 3119.698975
	Iteration 21Q: 3 clusters Score -46901.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46902.625000 Penalty: 3119.698975
	Iteration 22Q: 3 clusters Score -46902.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46902.625000 Penalty: 3119.698975
	Iteration 23F: 3 clusters Score -46902.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 149 members 
Mstep: Class 32 contains 8973 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 390 members 
Entering Unmasked Estep 
Score: -141973296.000000 Penalty: 152474.343750
Splitting cluster 31 changes total score from -141972064.000000 to -141973296.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -1066393.375000 Penalty: 2257.289795
	Iteration 0F: 2 clusters Score -1066393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1059414.000000 Penalty: 4514.579590
	Iteration 0F: 3 clusters Score -1059414 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1061502.625000 Penalty: 4514.579590
	Iteration 1F: 3 clusters Score -1061503 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1061958.125000 Penalty: 4514.579590
	Iteration 2F: 3 clusters Score -1061958 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1062433.125000 Penalty: 4514.579590
	Iteration 3F: 3 clusters Score -1062433 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1062925.125000 Penalty: 4514.579590
	Iteration 4F: 3 clusters Score -1062925 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1063440.000000 Penalty: 4514.579590
	Iteration 5F: 3 clusters Score -1063440 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1064020.750000 Penalty: 4514.579590
	Iteration 6F: 3 clusters Score -1064021 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1064587.500000 Penalty: 4514.579590
	Iteration 7F: 3 clusters Score -1064588 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1065148.875000 Penalty: 4514.579590
	Iteration 8F: 3 clusters Score -1065149 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1065707.125000 Penalty: 4514.579590
	Iteration 9Q: 3 clusters Score -1065707 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1066126.000000 Penalty: 4514.579590
	Iteration 10Q: 3 clusters Score -1066126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1066285.750000 Penalty: 4514.579590
	Iteration 11Q: 3 clusters Score -1066286 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1066358.500000 Penalty: 4514.579590
	Iteration 12Q: 3 clusters Score -1066358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1066409.250000 Penalty: 4514.579590
	Iteration 13Q: 3 clusters Score -1066409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1066439.625000 Penalty: 4514.579590
	Iteration 14Q: 3 clusters Score -1066440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1066470.750000 Penalty: 4514.579590
	Iteration 15Q: 3 clusters Score -1066471 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1066500.500000 Penalty: 4514.579590
	Iteration 16Q: 3 clusters Score -1066500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1066516.000000 Penalty: 4514.579590
	Iteration 17Q: 3 clusters Score -1066516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1066529.875000 Penalty: 4514.579590
	Iteration 18Q: 3 clusters Score -1066530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1066544.750000 Penalty: 4514.579590
	Iteration 19Q: 3 clusters Score -1066545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1066551.625000 Penalty: 4514.579590
	Iteration 20F: 3 clusters Score -1066552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1066557.250000 Penalty: 4514.579590
	Iteration 21Q: 3 clusters Score -1066557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1066563.625000 Penalty: 4514.579590
	Iteration 22Q: 3 clusters Score -1066564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1066569.125000 Penalty: 4514.579590
	Iteration 23Q: 3 clusters Score -1066569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1066574.000000 Penalty: 4514.579590
	Iteration 24Q: 3 clusters Score -1066574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1066582.750000 Penalty: 4514.579590
	Iteration 25Q: 3 clusters Score -1066583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1066582.875000 Penalty: 4514.579590
	Iteration 26Q: 3 clusters Score -1066583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1066592.875000 Penalty: 4514.579590
	Iteration 27Q: 3 clusters Score -1066593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1066595.750000 Penalty: 4514.579590
	Iteration 28Q: 3 clusters Score -1066596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1066600.875000 Penalty: 4514.579590
	Iteration 29Q: 3 clusters Score -1066601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1066605.625000 Penalty: 4514.579590
	Iteration 30Q: 3 clusters Score -1066606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1066609.875000 Penalty: 4514.579590
	Iteration 31Q: 3 clusters Score -1066610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1066614.625000 Penalty: 4514.579590
	Iteration 32Q: 3 clusters Score -1066615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1066622.625000 Penalty: 4514.579590
	Iteration 33Q: 3 clusters Score -1066623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1066624.750000 Penalty: 4514.579590
	Iteration 34Q: 3 clusters Score -1066625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1066630.875000 Penalty: 4514.579590
	Iteration 35Q: 3 clusters Score -1066631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1066636.000000 Penalty: 4514.579590
	Iteration 36Q: 3 clusters Score -1066636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1066640.750000 Penalty: 4514.579590
	Iteration 37Q: 3 clusters Score -1066641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1066643.625000 Penalty: 4514.579590
	Iteration 38Q: 3 clusters Score -1066644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1066643.375000 Penalty: 4514.579590
	Iteration 39Q: 3 clusters Score -1066643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1066646.000000 Penalty: 4514.579590
	Iteration 40F: 3 clusters Score -1066646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1066647.000000 Penalty: 4514.579590
	Iteration 41Q: 3 clusters Score -1066647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1066648.500000 Penalty: 4514.579590
	Iteration 42Q: 3 clusters Score -1066648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1066647.125000 Penalty: 4514.579590
	Iteration 43Q: 3 clusters Score -1066647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1066646.000000 Penalty: 4514.579590
	Iteration 44Q: 3 clusters Score -1066646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1066646.000000 Penalty: 4514.579590
	Iteration 45F: 3 clusters Score -1066646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 149 members 
Mstep: Class 32 contains 3395 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 390 members 
Mstep: Class 45 contains 5578 members 
Entering Unmasked Estep 
Score: -141972112.000000 Penalty: 155939.671875
Splitting cluster 32 changes total score from -141972064.000000 to -141972112.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -550523.250000 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -550523.2 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 2192 members 
Entering Unmasked Estep 
Score: -546381.687500 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -546381.7 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -547357.750000 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -547357.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -547556.687500 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -547556.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -547704.125000 Penalty: 4164.492676
	Iteration 3Q: 3 clusters Score -547704.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547820.687500 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -547820.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -547913.562500 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -547913.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -547997.625000 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -547997.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -548127.812500 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -548127.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -548320.750000 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -548320.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -548669.000000 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -548669 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -549281.562500 Penalty: 4164.492676
	Iteration 10F: 3 clusters Score -549281.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -550059.625000 Penalty: 4164.492676
	Iteration 11F: 3 clusters Score -550059.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -550767.000000 Penalty: 4164.492676
	Iteration 12F: 3 clusters Score -550767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -551097.687500 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -551097.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -551156.687500 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -551156.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -551179.687500 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -551179.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -551199.250000 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -551199.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -551219.500000 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -551219.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -551234.250000 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -551234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -551237.625000 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -551237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -551239.187500 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -551239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -551240.062500 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -551240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -551241.000000 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -551241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -551243.125000 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -551243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -551242.687500 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -551242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551242.937500 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -551242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551242.937500 Penalty: 4164.492676
	Iteration 26F: 3 clusters Score -551242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 149 members 
Mstep: Class 32 contains 3395 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1062 members 
Mstep: Class 39 contains 408 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 390 members 
Mstep: Class 45 contains 5578 members 
Mstep: Class 46 contains 2141 members 
Entering Unmasked Estep 
Score: -141971232.000000 Penalty: 159404.984375
Splitting cluster 33 changes total score from -141972064.000000 to -141971232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (30345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Entering Unmasked Estep 
Score: -3758720.000000 Penalty: 2559.456055
	Iteration 0F: 2 clusters Score -3758720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3738025.750000 Penalty: 5118.912109
	Iteration 0F: 3 clusters Score -3738026 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3745537.250000 Penalty: 5118.912109
	Iteration 1F: 3 clusters Score -3745537 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3746136.250000 Penalty: 5118.912109
	Iteration 2F: 3 clusters Score -3746136 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3746730.250000 Penalty: 5118.912109
	Iteration 3Q: 3 clusters Score -3746730 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3747268.750000 Penalty: 5118.912109
	Iteration 4Q: 3 clusters Score -3747269 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3747793.250000 Penalty: 5118.912109
	Iteration 5Q: 3 clusters Score -3747793 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3748380.000000 Penalty: 5118.912109
	Iteration 6Q: 3 clusters Score -3748380 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3749020.750000 Penalty: 5118.912109
	Iteration 7Q: 3 clusters Score -3749021 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3749730.500000 Penalty: 5118.912109
	Iteration 8Q: 3 clusters Score -3749730 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3750461.500000 Penalty: 5118.912109
	Iteration 9Q: 3 clusters Score -3750462 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3751168.500000 Penalty: 5118.912109
	Iteration 10Q: 3 clusters Score -3751168 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3751768.250000 Penalty: 5118.912109
	Iteration 11Q: 3 clusters Score -3751768 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3752309.750000 Penalty: 5118.912109
	Iteration 12Q: 3 clusters Score -3752310 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3752705.000000 Penalty: 5118.912109
	Iteration 13Q: 3 clusters Score -3752705 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3753002.750000 Penalty: 5118.912109
	Iteration 14Q: 3 clusters Score -3753003 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3753248.000000 Penalty: 5118.912109
	Iteration 15Q: 3 clusters Score -3753248 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3753450.000000 Penalty: 5118.912109
	Iteration 16Q: 3 clusters Score -3753450 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3753639.500000 Penalty: 5118.912109
	Iteration 17Q: 3 clusters Score -3753640 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3753852.250000 Penalty: 5118.912109
	Iteration 18Q: 3 clusters Score -3753852 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3754093.500000 Penalty: 5118.912109
	Iteration 19Q: 3 clusters Score -3754094 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3754368.250000 Penalty: 5118.912109
	Iteration 20F: 3 clusters Score -3754368 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3754661.750000 Penalty: 5118.912109
	Iteration 21Q: 3 clusters Score -3754662 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3754970.000000 Penalty: 5118.912109
	Iteration 22Q: 3 clusters Score -3754970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3755306.250000 Penalty: 5118.912109
	Iteration 23Q: 3 clusters Score -3755306 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3755665.750000 Penalty: 5118.912109
	Iteration 24Q: 3 clusters Score -3755666 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3755905.000000 Penalty: 5118.912109
	Iteration 25Q: 3 clusters Score -3755905 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25173 members 
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	Iteration 27Q: 3 clusters Score -3756182 nChanged 213
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Mstep: Class 1 contains 25310 members 
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	Iteration 28Q: 3 clusters Score -3756256 nChanged 200
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Mstep: Class 1 contains 25440 members 
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	Iteration 29Q: 3 clusters Score -3756320 nChanged 176
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Mstep: Class 1 contains 25592 members 
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Mstep: Class 1 contains 25998 members 
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	Iteration 35Q: 3 clusters Score -3756575 nChanged 74
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Mstep: Class 1 contains 26159 members 
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Mstep: Class 1 contains 26252 members 
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	Iteration 40F: 3 clusters Score -3756628 nChanged 25
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Mstep: Class 1 contains 26331 members 
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Mstep: Class 1 contains 26358 members 
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	Iteration 48Q: 3 clusters Score -3756652 nChanged 17
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Mstep: Class 1 contains 26390 members 
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	Iteration 49Q: 3 clusters Score -3756656 nChanged 17
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	Iteration 63Q: 3 clusters Score -3756686 nChanged 11
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	Iteration 68Q: 3 clusters Score -3756696 nChanged 8
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	Iteration 72Q: 3 clusters Score -3756703 nChanged 3
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	Iteration 73Q: 3 clusters Score -3756704 nChanged 3
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	Iteration 74Q: 3 clusters Score -3756702 nChanged 4
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	Iteration 76Q: 3 clusters Score -3756702 nChanged 5
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	Iteration 77Q: 3 clusters Score -3756700 nChanged 1
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	Iteration 78Q: 3 clusters Score -3756698 nChanged 2
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	Iteration 79Q: 3 clusters Score -3756693 nChanged 3
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	Iteration 80F: 3 clusters Score -3756699 nChanged 4
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	Iteration 81Q: 3 clusters Score -3756703 nChanged 2
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	Iteration 82Q: 3 clusters Score -3756702 nChanged 6
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	Iteration 84Q: 3 clusters Score -3756705 nChanged 5
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	Iteration 87Q: 3 clusters Score -3756711 nChanged 12
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	Iteration 88Q: 3 clusters Score -3756717 nChanged 8
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	Iteration 89Q: 3 clusters Score -3756714 nChanged 12
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	Iteration 91Q: 3 clusters Score -3756710 nChanged 15
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	Iteration 93Q: 3 clusters Score -3756722 nChanged 13
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	Iteration 94Q: 3 clusters Score -3756730 nChanged 22
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	Iteration 119Q: 3 clusters Score -3757096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3757095.500000 Penalty: 5118.912109
	Iteration 120F: 3 clusters Score -3757096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3757099.250000 Penalty: 5118.912109
	Iteration 121Q: 3 clusters Score -3757099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3757095.750000 Penalty: 5118.912109
	Iteration 122Q: 3 clusters Score -3757096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3757101.000000 Penalty: 5118.912109
	Iteration 123Q: 3 clusters Score -3757101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3757100.750000 Penalty: 5118.912109
	Iteration 124Q: 3 clusters Score -3757101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3757098.750000 Penalty: 5118.912109
	Iteration 125Q: 3 clusters Score -3757099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3757099.500000 Penalty: 5118.912109
	Iteration 126Q: 3 clusters Score -3757100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3757099.500000 Penalty: 5118.912109
	Iteration 127F: 3 clusters Score -3757100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Entering Unmasked Estep 
Score: -587442.312500 Penalty: 2100.429199
	Iteration 0F: 2 clusters Score -587442.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583004.312500 Penalty: 4200.858398
	Iteration 0F: 3 clusters Score -583004.3 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -584030.500000 Penalty: 4200.858398
	Iteration 1F: 3 clusters Score -584030.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -584271.562500 Penalty: 4200.858398
	Iteration 2F: 3 clusters Score -584271.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -584426.125000 Penalty: 4200.858398
	Iteration 3F: 3 clusters Score -584426.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -584530.062500 Penalty: 4200.858398
	Iteration 4Q: 3 clusters Score -584530.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -584616.250000 Penalty: 4200.858398
	Iteration 5Q: 3 clusters Score -584616.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -584676.875000 Penalty: 4200.858398
	Iteration 6Q: 3 clusters Score -584676.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -584731.937500 Penalty: 4200.858398
	Iteration 7Q: 3 clusters Score -584731.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -584780.437500 Penalty: 4200.858398
	Iteration 8Q: 3 clusters Score -584780.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -584822.625000 Penalty: 4200.858398
	Iteration 9Q: 3 clusters Score -584822.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -584867.312500 Penalty: 4200.858398
	Iteration 10Q: 3 clusters Score -584867.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -584917.937500 Penalty: 4200.858398
	Iteration 11Q: 3 clusters Score -584917.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -584969.562500 Penalty: 4200.858398
	Iteration 12Q: 3 clusters Score -584969.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -585027.625000 Penalty: 4200.858398
	Iteration 13Q: 3 clusters Score -585027.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -585083.062500 Penalty: 4200.858398
	Iteration 14Q: 3 clusters Score -585083.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -585141.687500 Penalty: 4200.858398
	Iteration 15Q: 3 clusters Score -585141.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -585210.312500 Penalty: 4200.858398
	Iteration 16Q: 3 clusters Score -585210.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -585280.625000 Penalty: 4200.858398
	Iteration 17Q: 3 clusters Score -585280.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -585347.875000 Penalty: 4200.858398
	Iteration 18Q: 3 clusters Score -585347.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -585414.062500 Penalty: 4200.858398
	Iteration 19Q: 3 clusters Score -585414.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -585490.562500 Penalty: 4200.858398
	Iteration 20F: 3 clusters Score -585490.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -585562.437500 Penalty: 4200.858398
	Iteration 21Q: 3 clusters Score -585562.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -585631.000000 Penalty: 4200.858398
	Iteration 22Q: 3 clusters Score -585631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -585687.437500 Penalty: 4200.858398
	Iteration 23Q: 3 clusters Score -585687.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -585740.562500 Penalty: 4200.858398
	Iteration 24Q: 3 clusters Score -585740.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -585780.125000 Penalty: 4200.858398
	Iteration 25Q: 3 clusters Score -585780.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -585799.687500 Penalty: 4200.858398
	Iteration 26Q: 3 clusters Score -585799.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -585815.625000 Penalty: 4200.858398
	Iteration 27Q: 3 clusters Score -585815.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -585833.562500 Penalty: 4200.858398
	Iteration 28Q: 3 clusters Score -585833.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -585848.812500 Penalty: 4200.858398
	Iteration 29Q: 3 clusters Score -585848.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -585863.125000 Penalty: 4200.858398
	Iteration 30Q: 3 clusters Score -585863.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -585873.937500 Penalty: 4200.858398
	Iteration 31Q: 3 clusters Score -585873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -585881.750000 Penalty: 4200.858398
	Iteration 32Q: 3 clusters Score -585881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -585888.625000 Penalty: 4200.858398
	Iteration 33Q: 3 clusters Score -585888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -585891.062500 Penalty: 4200.858398
	Iteration 34Q: 3 clusters Score -585891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -585895.125000 Penalty: 4200.858398
	Iteration 35Q: 3 clusters Score -585895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -585897.687500 Penalty: 4200.858398
	Iteration 36Q: 3 clusters Score -585897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -585899.062500 Penalty: 4200.858398
	Iteration 37Q: 3 clusters Score -585899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -585901.687500 Penalty: 4200.858398
	Iteration 38Q: 3 clusters Score -585901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -585903.375000 Penalty: 4200.858398
	Iteration 39Q: 3 clusters Score -585903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -585905.812500 Penalty: 4200.858398
	Iteration 40F: 3 clusters Score -585905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -585907.312500 Penalty: 4200.858398
	Iteration 41Q: 3 clusters Score -585907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -585908.250000 Penalty: 4200.858398
	Iteration 42Q: 3 clusters Score -585908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -585908.125000 Penalty: 4200.858398
	Iteration 43Q: 3 clusters Score -585908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -585910.375000 Penalty: 4200.858398
	Iteration 44Q: 3 clusters Score -585910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4200.858398
	Iteration 45Q: 3 clusters Score -585910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4200.858398
	Iteration 46F: 3 clusters Score -585910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Entering Unmasked Estep 
Score: -6164818.500000 Penalty: 2683.071777
	Iteration 0F: 2 clusters Score -6164818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -6131115.000000 Penalty: 5366.143555
	Iteration 0F: 3 clusters Score -6131115 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6143738.000000 Penalty: 5366.143555
	Iteration 1F: 3 clusters Score -6143738 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -6144262.000000 Penalty: 5366.143555
	Iteration 2Q: 3 clusters Score -6144262 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -6144868.500000 Penalty: 5366.143555
	Iteration 3Q: 3 clusters Score -6144868 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6145710.500000 Penalty: 5366.143555
	Iteration 4Q: 3 clusters Score -6145710 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -6147067.000000 Penalty: 5366.143555
	Iteration 5F: 3 clusters Score -6147067 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -6149327.000000 Penalty: 5366.143555
	Iteration 6F: 3 clusters Score -6149327 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -6152864.500000 Penalty: 5366.143555
	Iteration 7F: 3 clusters Score -6152864 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6157107.000000 Penalty: 5366.143555
	Iteration 8F: 3 clusters Score -6157107 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6160235.500000 Penalty: 5366.143555
	Iteration 9F: 3 clusters Score -6160236 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6161569.500000 Penalty: 5366.143555
	Iteration 10Q: 3 clusters Score -6161570 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -6162050.500000 Penalty: 5366.143555
	Iteration 11Q: 3 clusters Score -6162050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6162218.500000 Penalty: 5366.143555
	Iteration 12Q: 3 clusters Score -6162218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -6162314.500000 Penalty: 5366.143555
	Iteration 13Q: 3 clusters Score -6162314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6162352.500000 Penalty: 5366.143555
	Iteration 14Q: 3 clusters Score -6162352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6162386.500000 Penalty: 5366.143555
	Iteration 15Q: 3 clusters Score -6162386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6162398.000000 Penalty: 5366.143555
	Iteration 16Q: 3 clusters Score -6162398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -6162405.000000 Penalty: 5366.143555
	Iteration 17Q: 3 clusters Score -6162405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -6162416.500000 Penalty: 5366.143555
	Iteration 18Q: 3 clusters Score -6162416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6162425.500000 Penalty: 5366.143555
	Iteration 19Q: 3 clusters Score -6162426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6162431.500000 Penalty: 5366.143555
	Iteration 20F: 3 clusters Score -6162432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6162445.500000 Penalty: 5366.143555
	Iteration 21Q: 3 clusters Score -6162446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6162443.500000 Penalty: 5366.143555
	Iteration 22Q: 3 clusters Score -6162444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -6162451.500000 Penalty: 5366.143555
	Iteration 23Q: 3 clusters Score -6162452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6162451.000000 Penalty: 5366.143555
	Iteration 24Q: 3 clusters Score -6162451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -6162455.000000 Penalty: 5366.143555
	Iteration 25Q: 3 clusters Score -6162455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -6162462.500000 Penalty: 5366.143555
	Iteration 26Q: 3 clusters Score -6162462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -6162462.500000 Penalty: 5366.143555
	Iteration 27F: 3 clusters Score -6162462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (112948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Entering Unmasked Estep 
Score: -14150267.000000 Penalty: 2885.401367
	Iteration 0F: 2 clusters Score -1.415027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -14074648.000000 Penalty: 5770.802734
	Iteration 0F: 3 clusters Score -1.407465e+07 nChanged 53648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -14105713.000000 Penalty: 5770.802734
	Iteration 1F: 3 clusters Score -1.410571e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -14106658.000000 Penalty: 5770.802734
	Iteration 2Q: 3 clusters Score -1.410666e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -14107643.000000 Penalty: 5770.802734
	Iteration 3Q: 3 clusters Score -1.410764e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -14108813.000000 Penalty: 5770.802734
	Iteration 4Q: 3 clusters Score -1.410881e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -14110302.000000 Penalty: 5770.802734
	Iteration 5Q: 3 clusters Score -1.41103e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -14112106.000000 Penalty: 5770.802734
	Iteration 6Q: 3 clusters Score -1.411211e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -14114738.000000 Penalty: 5770.802734
	Iteration 7Q: 3 clusters Score -1.411474e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -14118330.000000 Penalty: 5770.802734
	Iteration 8F: 3 clusters Score -1.411833e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -14122701.000000 Penalty: 5770.802734
	Iteration 9F: 3 clusters Score -1.41227e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -14127052.000000 Penalty: 5770.802734
	Iteration 10F: 3 clusters Score -1.412705e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -14130394.000000 Penalty: 5770.802734
	Iteration 11F: 3 clusters Score -1.413039e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -14132484.000000 Penalty: 5770.802734
	Iteration 12Q: 3 clusters Score -1.413248e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -14134051.000000 Penalty: 5770.802734
	Iteration 13Q: 3 clusters Score -1.413405e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -14135702.000000 Penalty: 5770.802734
	Iteration 14Q: 3 clusters Score -1.41357e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -14137453.000000 Penalty: 5770.802734
	Iteration 15Q: 3 clusters Score -1.413745e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -14139635.000000 Penalty: 5770.802734
	Iteration 16Q: 3 clusters Score -1.413964e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -14141516.000000 Penalty: 5770.802734
	Iteration 17Q: 3 clusters Score -1.414152e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -14143257.000000 Penalty: 5770.802734
	Iteration 18Q: 3 clusters Score -1.414326e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -14144379.000000 Penalty: 5770.802734
	Iteration 19Q: 3 clusters Score -1.414438e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -14145071.000000 Penalty: 5770.802734
	Iteration 20F: 3 clusters Score -1.414507e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -14145421.000000 Penalty: 5770.802734
	Iteration 21Q: 3 clusters Score -1.414542e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -14145638.000000 Penalty: 5770.802734
	Iteration 22Q: 3 clusters Score -1.414564e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -14145732.000000 Penalty: 5770.802734
	Iteration 23Q: 3 clusters Score -1.414573e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -14145879.000000 Penalty: 5770.802734
	Iteration 24Q: 3 clusters Score -1.414588e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -14145942.000000 Penalty: 5770.802734
	Iteration 25Q: 3 clusters Score -1.414594e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -14145982.000000 Penalty: 5770.802734
	Iteration 26Q: 3 clusters Score -1.414598e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -14146026.000000 Penalty: 5770.802734
	Iteration 27Q: 3 clusters Score -1.414603e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -14146074.000000 Penalty: 5770.802734
	Iteration 28Q: 3 clusters Score -1.414607e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -14146084.000000 Penalty: 5770.802734
	Iteration 29Q: 3 clusters Score -1.414608e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -14146132.000000 Penalty: 5770.802734
	Iteration 30Q: 3 clusters Score -1.414613e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -14146121.000000 Penalty: 5770.802734
	Iteration 31Q: 3 clusters Score -1.414612e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -14146130.000000 Penalty: 5770.802734
	Iteration 32Q: 3 clusters Score -1.414613e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -14146150.000000 Penalty: 5770.802734
	Iteration 33Q: 3 clusters Score -1.414615e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -14146150.000000 Penalty: 5770.802734
	Iteration 34Q: 3 clusters Score -1.414615e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -14146159.000000 Penalty: 5770.802734
	Iteration 35Q: 3 clusters Score -1.414616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -14146181.000000 Penalty: 5770.802734
	Iteration 36Q: 3 clusters Score -1.414618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -14146176.000000 Penalty: 5770.802734
	Iteration 37Q: 3 clusters Score -1.414618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -14146166.000000 Penalty: 5770.802734
	Iteration 38Q: 3 clusters Score -1.414617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -14146164.000000 Penalty: 5770.802734
	Iteration 39Q: 3 clusters Score -1.414616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -14146168.000000 Penalty: 5770.802734
	Iteration 40F: 3 clusters Score -1.414617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -14146183.000000 Penalty: 5770.802734
	Iteration 41Q: 3 clusters Score -1.414618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -14146168.000000 Penalty: 5770.802734
	Iteration 42Q: 3 clusters Score -1.414617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -14146168.000000 Penalty: 5770.802734
	Iteration 43Q: 3 clusters Score -1.414617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -14146185.000000 Penalty: 5770.802734
	Iteration 44Q: 3 clusters Score -1.414618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -14146184.000000 Penalty: 5770.802734
	Iteration 45Q: 3 clusters Score -1.414618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -14146175.000000 Penalty: 5770.802734
	Iteration 46Q: 3 clusters Score -1.414618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -14146193.000000 Penalty: 5770.802734
	Iteration 47Q: 3 clusters Score -1.414619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -14146190.000000 Penalty: 5770.802734
	Iteration 48Q: 3 clusters Score -1.414619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -14146188.000000 Penalty: 5770.802734
	Iteration 49Q: 3 clusters Score -1.414619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -14146198.000000 Penalty: 5770.802734
	Iteration 50Q: 3 clusters Score -1.41462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -14146196.000000 Penalty: 5770.802734
	Iteration 51Q: 3 clusters Score -1.41462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -14146208.000000 Penalty: 5770.802734
	Iteration 52Q: 3 clusters Score -1.414621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -14146210.000000 Penalty: 5770.802734
	Iteration 53Q: 3 clusters Score -1.414621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -14146207.000000 Penalty: 5770.802734
	Iteration 54Q: 3 clusters Score -1.414621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -14146208.000000 Penalty: 5770.802734
	Iteration 55Q: 3 clusters Score -1.414621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -14146214.000000 Penalty: 5770.802734
	Iteration 56Q: 3 clusters Score -1.414621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -14146225.000000 Penalty: 5770.802734
	Iteration 57Q: 3 clusters Score -1.414622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -14146211.000000 Penalty: 5770.802734
	Iteration 58Q: 3 clusters Score -1.414621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -14146209.000000 Penalty: 5770.802734
	Iteration 59Q: 3 clusters Score -1.414621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 60F: 3 clusters Score -1.414622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -14146211.000000 Penalty: 5770.802734
	Iteration 61Q: 3 clusters Score -1.414621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -14146210.000000 Penalty: 5770.802734
	Iteration 62Q: 3 clusters Score -1.414621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -14146217.000000 Penalty: 5770.802734
	Iteration 63Q: 3 clusters Score -1.414622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 64Q: 3 clusters Score -1.414623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -14146215.000000 Penalty: 5770.802734
	Iteration 65Q: 3 clusters Score -1.414622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -14146225.000000 Penalty: 5770.802734
	Iteration 66Q: 3 clusters Score -1.414622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -14146235.000000 Penalty: 5770.802734
	Iteration 67Q: 3 clusters Score -1.414624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 68Q: 3 clusters Score -1.414623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -14146228.000000 Penalty: 5770.802734
	Iteration 69Q: 3 clusters Score -1.414623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 70Q: 3 clusters Score -1.414622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -14146217.000000 Penalty: 5770.802734
	Iteration 71Q: 3 clusters Score -1.414622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -14146212.000000 Penalty: 5770.802734
	Iteration 72Q: 3 clusters Score -1.414621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -14146218.000000 Penalty: 5770.802734
	Iteration 73Q: 3 clusters Score -1.414622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 74Q: 3 clusters Score -1.414621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -14146220.000000 Penalty: 5770.802734
	Iteration 75Q: 3 clusters Score -1.414622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -14146214.000000 Penalty: 5770.802734
	Iteration 76Q: 3 clusters Score -1.414621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 77Q: 3 clusters Score -1.414621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 78Q: 3 clusters Score -1.414621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -14146206.000000 Penalty: 5770.802734
	Iteration 79Q: 3 clusters Score -1.414621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 80F: 3 clusters Score -1.414622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -14146228.000000 Penalty: 5770.802734
	Iteration 81Q: 3 clusters Score -1.414623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -14146217.000000 Penalty: 5770.802734
	Iteration 82Q: 3 clusters Score -1.414622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -14146208.000000 Penalty: 5770.802734
	Iteration 83Q: 3 clusters Score -1.414621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -14146212.000000 Penalty: 5770.802734
	Iteration 84Q: 3 clusters Score -1.414621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 85Q: 3 clusters Score -1.414622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -14146238.000000 Penalty: 5770.802734
	Iteration 86Q: 3 clusters Score -1.414624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 87Q: 3 clusters Score -1.414622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -14146215.000000 Penalty: 5770.802734
	Iteration 88Q: 3 clusters Score -1.414622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -14146211.000000 Penalty: 5770.802734
	Iteration 89Q: 3 clusters Score -1.414621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -14146203.000000 Penalty: 5770.802734
	Iteration 90Q: 3 clusters Score -1.41462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -14146201.000000 Penalty: 5770.802734
	Iteration 91Q: 3 clusters Score -1.41462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 92Q: 3 clusters Score -1.414621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -14146212.000000 Penalty: 5770.802734
	Iteration 93Q: 3 clusters Score -1.414621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -14146208.000000 Penalty: 5770.802734
	Iteration 94Q: 3 clusters Score -1.414621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -14146212.000000 Penalty: 5770.802734
	Iteration 95Q: 3 clusters Score -1.414621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -14146212.000000 Penalty: 5770.802734
	Iteration 96Q: 3 clusters Score -1.414621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -14146216.000000 Penalty: 5770.802734
	Iteration 97Q: 3 clusters Score -1.414622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 98Q: 3 clusters Score -1.414622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -14146230.000000 Penalty: 5770.802734
	Iteration 99Q: 3 clusters Score -1.414623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -14146218.000000 Penalty: 5770.802734
	Iteration 100F: 3 clusters Score -1.414622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 101Q: 3 clusters Score -1.414623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 102Q: 3 clusters Score -1.414624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 103Q: 3 clusters Score -1.414624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 104Q: 3 clusters Score -1.414623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 105Q: 3 clusters Score -1.414624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 106Q: 3 clusters Score -1.414624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 5770.802734
	Iteration 107Q: 3 clusters Score -1.414623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 5770.802734
	Iteration 108Q: 3 clusters Score -1.414623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 109Q: 3 clusters Score -1.414623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 110Q: 3 clusters Score -1.414622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 111Q: 3 clusters Score -1.414624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -14146242.000000 Penalty: 5770.802734
	Iteration 112Q: 3 clusters Score -1.414624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 113Q: 3 clusters Score -1.414623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -14146230.000000 Penalty: 5770.802734
	Iteration 114Q: 3 clusters Score -1.414623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 115Q: 3 clusters Score -1.414623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 116Q: 3 clusters Score -1.414623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -14146227.000000 Penalty: 5770.802734
	Iteration 117Q: 3 clusters Score -1.414623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -14146228.000000 Penalty: 5770.802734
	Iteration 118Q: 3 clusters Score -1.414623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 119Q: 3 clusters Score -1.414623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -14146224.000000 Penalty: 5770.802734
	Iteration 120F: 3 clusters Score -1.414622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -14146207.000000 Penalty: 5770.802734
	Iteration 121Q: 3 clusters Score -1.414621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 122Q: 3 clusters Score -1.414622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 123Q: 3 clusters Score -1.414623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 124Q: 3 clusters Score -1.414623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -14146228.000000 Penalty: 5770.802734
	Iteration 125Q: 3 clusters Score -1.414623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 126Q: 3 clusters Score -1.414622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -14146227.000000 Penalty: 5770.802734
	Iteration 127Q: 3 clusters Score -1.414623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -14146232.000000 Penalty: 5770.802734
	Iteration 128Q: 3 clusters Score -1.414623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 129Q: 3 clusters Score -1.414622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 130Q: 3 clusters Score -1.414624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 131Q: 3 clusters Score -1.414623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 132Q: 3 clusters Score -1.414624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -14146241.000000 Penalty: 5770.802734
	Iteration 133Q: 3 clusters Score -1.414624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -14146243.000000 Penalty: 5770.802734
	Iteration 134Q: 3 clusters Score -1.414624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -14146241.000000 Penalty: 5770.802734
	Iteration 135Q: 3 clusters Score -1.414624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -14146239.000000 Penalty: 5770.802734
	Iteration 136Q: 3 clusters Score -1.414624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -14146252.000000 Penalty: 5770.802734
	Iteration 137Q: 3 clusters Score -1.414625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -14146245.000000 Penalty: 5770.802734
	Iteration 138Q: 3 clusters Score -1.414624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -14146243.000000 Penalty: 5770.802734
	Iteration 139Q: 3 clusters Score -1.414624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -14146251.000000 Penalty: 5770.802734
	Iteration 140F: 3 clusters Score -1.414625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 141Q: 3 clusters Score -1.414623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 5770.802734
	Iteration 142Q: 3 clusters Score -1.414623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -14146241.000000 Penalty: 5770.802734
	Iteration 143Q: 3 clusters Score -1.414624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 144Q: 3 clusters Score -1.414623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -14146223.000000 Penalty: 5770.802734
	Iteration 145Q: 3 clusters Score -1.414622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 146Q: 3 clusters Score -1.414622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 147Q: 3 clusters Score -1.414623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -14146223.000000 Penalty: 5770.802734
	Iteration 148Q: 3 clusters Score -1.414622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -14146211.000000 Penalty: 5770.802734
	Iteration 149Q: 3 clusters Score -1.414621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 150Q: 3 clusters Score -1.414621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -14146214.000000 Penalty: 5770.802734
	Iteration 151Q: 3 clusters Score -1.414621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 152Q: 3 clusters Score -1.414622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 153Q: 3 clusters Score -1.414622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 5770.802734
	Iteration 154Q: 3 clusters Score -1.414623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -14146230.000000 Penalty: 5770.802734
	Iteration 155Q: 3 clusters Score -1.414623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 156Q: 3 clusters Score -1.414624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 157Q: 3 clusters Score -1.414623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -14146232.000000 Penalty: 5770.802734
	Iteration 158Q: 3 clusters Score -1.414623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 159Q: 3 clusters Score -1.414623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -14146236.000000 Penalty: 5770.802734
	Iteration 160F: 3 clusters Score -1.414624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -14146230.000000 Penalty: 5770.802734
	Iteration 161Q: 3 clusters Score -1.414623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -14146239.000000 Penalty: 5770.802734
	Iteration 162Q: 3 clusters Score -1.414624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -14146223.000000 Penalty: 5770.802734
	Iteration 163Q: 3 clusters Score -1.414622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 164Q: 3 clusters Score -1.414622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 165Q: 3 clusters Score -1.414621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 166Q: 3 clusters Score -1.414621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -14146222.000000 Penalty: 5770.802734
	Iteration 167Q: 3 clusters Score -1.414622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -14146227.000000 Penalty: 5770.802734
	Iteration 168Q: 3 clusters Score -1.414623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -14146239.000000 Penalty: 5770.802734
	Iteration 169Q: 3 clusters Score -1.414624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -14146234.000000 Penalty: 5770.802734
	Iteration 170Q: 3 clusters Score -1.414623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -14146218.000000 Penalty: 5770.802734
	Iteration 171Q: 3 clusters Score -1.414622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -14146203.000000 Penalty: 5770.802734
	Iteration 172Q: 3 clusters Score -1.41462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -14146193.000000 Penalty: 5770.802734
	Iteration 173Q: 3 clusters Score -1.414619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -14146229.000000 Penalty: 5770.802734
	Iteration 174Q: 3 clusters Score -1.414623e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -14146208.000000 Penalty: 5770.802734
	Iteration 175Q: 3 clusters Score -1.414621e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -14146216.000000 Penalty: 5770.802734
	Iteration 176Q: 3 clusters Score -1.414622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -14146230.000000 Penalty: 5770.802734
	Iteration 177Q: 3 clusters Score -1.414623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -14146235.000000 Penalty: 5770.802734
	Iteration 178Q: 3 clusters Score -1.414624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 179Q: 3 clusters Score -1.414623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -14146220.000000 Penalty: 5770.802734
	Iteration 180F: 3 clusters Score -1.414622e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -14146226.000000 Penalty: 5770.802734
	Iteration 181Q: 3 clusters Score -1.414623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -14146242.000000 Penalty: 5770.802734
	Iteration 182Q: 3 clusters Score -1.414624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -14146248.000000 Penalty: 5770.802734
	Iteration 183Q: 3 clusters Score -1.414625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -14146231.000000 Penalty: 5770.802734
	Iteration 184Q: 3 clusters Score -1.414623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -14146219.000000 Penalty: 5770.802734
	Iteration 185Q: 3 clusters Score -1.414622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 186Q: 3 clusters Score -1.414623e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -14146225.000000 Penalty: 5770.802734
	Iteration 187Q: 3 clusters Score -1.414622e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -14146232.000000 Penalty: 5770.802734
	Iteration 188Q: 3 clusters Score -1.414623e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -14146227.000000 Penalty: 5770.802734
	Iteration 189Q: 3 clusters Score -1.414623e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -14146215.000000 Penalty: 5770.802734
	Iteration 190Q: 3 clusters Score -1.414622e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -14146210.000000 Penalty: 5770.802734
	Iteration 191Q: 3 clusters Score -1.414621e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -14146213.000000 Penalty: 5770.802734
	Iteration 192Q: 3 clusters Score -1.414621e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -14146207.000000 Penalty: 5770.802734
	Iteration 193Q: 3 clusters Score -1.414621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -14146233.000000 Penalty: 5770.802734
	Iteration 194Q: 3 clusters Score -1.414623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -14146227.000000 Penalty: 5770.802734
	Iteration 195Q: 3 clusters Score -1.414623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -14146262.000000 Penalty: 5770.802734
	Iteration 196Q: 3 clusters Score -1.414626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -14146260.000000 Penalty: 5770.802734
	Iteration 197Q: 3 clusters Score -1.414626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -14146252.000000 Penalty: 5770.802734
	Iteration 198Q: 3 clusters Score -1.414625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -14146267.000000 Penalty: 5770.802734
	Iteration 199Q: 3 clusters Score -1.414627e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -14146277.000000 Penalty: 5770.802734
	Iteration 200F: 3 clusters Score -1.414628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -14146284.000000 Penalty: 5770.802734
	Iteration 201Q: 3 clusters Score -1.414628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -14146278.000000 Penalty: 5770.802734
	Iteration 202Q: 3 clusters Score -1.414628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -14146278.000000 Penalty: 5770.802734
	Iteration 203Q: 3 clusters Score -1.414628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -14146280.000000 Penalty: 5770.802734
	Iteration 204Q: 3 clusters Score -1.414628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -14146291.000000 Penalty: 5770.802734
	Iteration 205Q: 3 clusters Score -1.414629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -14146312.000000 Penalty: 5770.802734
	Iteration 206Q: 3 clusters Score -1.414631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -14146318.000000 Penalty: 5770.802734
	Iteration 207Q: 3 clusters Score -1.414632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -14146321.000000 Penalty: 5770.802734
	Iteration 208Q: 3 clusters Score -1.414632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -14146329.000000 Penalty: 5770.802734
	Iteration 209Q: 3 clusters Score -1.414633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -14146332.000000 Penalty: 5770.802734
	Iteration 210Q: 3 clusters Score -1.414633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -14146323.000000 Penalty: 5770.802734
	Iteration 211Q: 3 clusters Score -1.414632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -14146330.000000 Penalty: 5770.802734
	Iteration 212Q: 3 clusters Score -1.414633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -14146327.000000 Penalty: 5770.802734
	Iteration 213Q: 3 clusters Score -1.414633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -14146331.000000 Penalty: 5770.802734
	Iteration 214Q: 3 clusters Score -1.414633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -14146326.000000 Penalty: 5770.802734
	Iteration 215Q: 3 clusters Score -1.414633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -14146322.000000 Penalty: 5770.802734
	Iteration 216Q: 3 clusters Score -1.414632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -14146323.000000 Penalty: 5770.802734
	Iteration 217Q: 3 clusters Score -1.414632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -14146319.000000 Penalty: 5770.802734
	Iteration 218Q: 3 clusters Score -1.414632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -14146321.000000 Penalty: 5770.802734
	Iteration 219Q: 3 clusters Score -1.414632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -14146317.000000 Penalty: 5770.802734
	Iteration 220F: 3 clusters Score -1.414632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -14146324.000000 Penalty: 5770.802734
	Iteration 221Q: 3 clusters Score -1.414632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -14146308.000000 Penalty: 5770.802734
	Iteration 222Q: 3 clusters Score -1.414631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -14146307.000000 Penalty: 5770.802734
	Iteration 223Q: 3 clusters Score -1.414631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -14146322.000000 Penalty: 5770.802734
	Iteration 224Q: 3 clusters Score -1.414632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -14146320.000000 Penalty: 5770.802734
	Iteration 225Q: 3 clusters Score -1.414632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -14146331.000000 Penalty: 5770.802734
	Iteration 226Q: 3 clusters Score -1.414633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -14146336.000000 Penalty: 5770.802734
	Iteration 227Q: 3 clusters Score -1.414634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -14146325.000000 Penalty: 5770.802734
	Iteration 228Q: 3 clusters Score -1.414632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -14146328.000000 Penalty: 5770.802734
	Iteration 229Q: 3 clusters Score -1.414633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -14146331.000000 Penalty: 5770.802734
	Iteration 230Q: 3 clusters Score -1.414633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -14146341.000000 Penalty: 5770.802734
	Iteration 231Q: 3 clusters Score -1.414634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -14146342.000000 Penalty: 5770.802734
	Iteration 232Q: 3 clusters Score -1.414634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -14146347.000000 Penalty: 5770.802734
	Iteration 233Q: 3 clusters Score -1.414635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -14146354.000000 Penalty: 5770.802734
	Iteration 234Q: 3 clusters Score -1.414635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -14146343.000000 Penalty: 5770.802734
	Iteration 235Q: 3 clusters Score -1.414634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -14146356.000000 Penalty: 5770.802734
	Iteration 236Q: 3 clusters Score -1.414636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -14146377.000000 Penalty: 5770.802734
	Iteration 237Q: 3 clusters Score -1.414638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -14146379.000000 Penalty: 5770.802734
	Iteration 238Q: 3 clusters Score -1.414638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -14146379.000000 Penalty: 5770.802734
	Iteration 239Q: 3 clusters Score -1.414638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -14146380.000000 Penalty: 5770.802734
	Iteration 240F: 3 clusters Score -1.414638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -14146376.000000 Penalty: 5770.802734
	Iteration 241Q: 3 clusters Score -1.414638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -14146369.000000 Penalty: 5770.802734
	Iteration 242Q: 3 clusters Score -1.414637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -14146376.000000 Penalty: 5770.802734
	Iteration 243Q: 3 clusters Score -1.414638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -14146374.000000 Penalty: 5770.802734
	Iteration 244Q: 3 clusters Score -1.414637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -14146373.000000 Penalty: 5770.802734
	Iteration 245Q: 3 clusters Score -1.414637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -14146373.000000 Penalty: 5770.802734
	Iteration 246F: 3 clusters Score -1.414637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 66308 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 6442 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 12291 members 
Mstep: Class 7 contains 14425 members 
Mstep: Class 8 contains 10670 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 324460 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 8867 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 17243 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2383 members 
Mstep: Class 28 contains 52175 members 
Mstep: Class 29 contains 14562 members 
Mstep: Class 30 contains 1071 members 
Mstep: Class 31 contains 149 members 
Mstep: Class 32 contains 3395 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 49953 members 
Mstep: Class 37 contains 112948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141974448.000000 Penalty: 155939.671875
Iteration 79Q: 46 clusters Score -1.419744e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 66312 members 
Mstep: Class 3 contains 31650 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 12345 members 
Mstep: Class 7 contains 14422 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 26030 members 
Mstep: Class 10 contains 171843 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 97572 members 
Mstep: Class 13 contains 324765 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 13026 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38921 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 17241 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 52209 members 
Mstep: Class 29 contains 14555 members 
Mstep: Class 30 contains 1070 members 
Mstep: Class 31 contains 150 members 
Mstep: Class 32 contains 3398 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30428 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 49940 members 
Mstep: Class 37 contains 113132 members 
Mstep: Class 38 contains 1060 members 
Mstep: Class 39 contains 407 members 
Mstep: Class 40 contains 5035 members 
Mstep: Class 41 contains 906 members 
Mstep: Class 42 contains 745 members 
Mstep: Class 43 contains 359 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2990.729736 but Gain 3465.328125
Score: -141977936.000000 Penalty: 152474.343750
Iteration 80F: 45 clusters Score -1.419779e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 66238 members 
Mstep: Class 3 contains 31602 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 6 contains 12347 members 
Mstep: Class 7 contains 14363 members 
Mstep: Class 8 contains 10539 members 
Mstep: Class 9 contains 26039 members 
Mstep: Class 10 contains 171782 members 
Mstep: Class 12 contains 96761 members 
Mstep: Class 13 contains 324958 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 12941 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38760 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 17240 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 52236 members 
Mstep: Class 29 contains 14544 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 158 members 
Mstep: Class 32 contains 3421 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30277 members 
Mstep: Class 35 contains 4887 members 
Mstep: Class 36 contains 49936 members 
Mstep: Class 37 contains 113250 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 416 members 
Mstep: Class 40 contains 5560 members 
Mstep: Class 41 contains 1467 members 
Mstep: Class 42 contains 746 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 385 members 
Mstep: Class 45 contains 5528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141982912.000000 Penalty: 152474.343750
Iteration 81Q: 45 clusters Score -1.419829e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 66178 members 
Mstep: Class 3 contains 31577 members 
Mstep: Class 4 contains 6295 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 12336 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 171704 members 
Mstep: Class 12 contains 96158 members 
Mstep: Class 13 contains 325141 members 
Mstep: Class 14 contains 6273 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12871 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 38721 members 
Mstep: Class 20 contains 7573 members 
Mstep: Class 21 contains 8278 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 17230 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 2617 members 
Mstep: Class 28 contains 52251 members 
Mstep: Class 29 contains 14533 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 158 members 
Mstep: Class 32 contains 3443 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30171 members 
Mstep: Class 35 contains 4940 members 
Mstep: Class 36 contains 49927 members 
Mstep: Class 37 contains 113382 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 427 members 
Mstep: Class 40 contains 5912 members 
Mstep: Class 41 contains 1822 members 
Mstep: Class 42 contains 748 members 
Mstep: Class 43 contains 371 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141983552.000000 Penalty: 152474.343750
Iteration 82Q: 45 clusters Score -1.419836e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 66109 members 
Mstep: Class 3 contains 31559 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 12349 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 26021 members 
Mstep: Class 10 contains 171618 members 
Mstep: Class 12 contains 95668 members 
Mstep: Class 13 contains 325361 members 
Mstep: Class 14 contains 6269 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12799 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38710 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 17224 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6223 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 52264 members 
Mstep: Class 29 contains 14525 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3445 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30087 members 
Mstep: Class 35 contains 5001 members 
Mstep: Class 36 contains 49923 members 
Mstep: Class 37 contains 113503 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6192 members 
Mstep: Class 41 contains 2070 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 375 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984208.000000 Penalty: 152474.343750
Iteration 83Q: 45 clusters Score -1.419842e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 66060 members 
Mstep: Class 3 contains 31553 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 680 members 
Mstep: Class 6 contains 12363 members 
Mstep: Class 7 contains 14276 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 26017 members 
Mstep: Class 10 contains 171536 members 
Mstep: Class 12 contains 95281 members 
Mstep: Class 13 contains 325502 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12736 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38701 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 7987 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 17207 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 52279 members 
Mstep: Class 29 contains 14530 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 30008 members 
Mstep: Class 35 contains 5043 members 
Mstep: Class 36 contains 49911 members 
Mstep: Class 37 contains 113611 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 2274 members 
Mstep: Class 42 contains 751 members 
Mstep: Class 43 contains 378 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984928.000000 Penalty: 152474.343750
Iteration 84Q: 45 clusters Score -1.419849e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 66011 members 
Mstep: Class 3 contains 31527 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 9 contains 26014 members 
Mstep: Class 10 contains 171421 members 
Mstep: Class 12 contains 95007 members 
Mstep: Class 13 contains 325612 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12693 members 
Mstep: Class 17 contains 2261 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38717 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 17201 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 2643 members 
Mstep: Class 28 contains 52303 members 
Mstep: Class 29 contains 14529 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3450 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 29956 members 
Mstep: Class 35 contains 5114 members 
Mstep: Class 36 contains 49910 members 
Mstep: Class 37 contains 113701 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6581 members 
Mstep: Class 41 contains 2417 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985120.000000 Penalty: 152474.343750
Iteration 85Q: 45 clusters Score -1.419851e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 65998 members 
Mstep: Class 3 contains 31526 members 
Mstep: Class 4 contains 6222 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12389 members 
Mstep: Class 7 contains 14249 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 171316 members 
Mstep: Class 12 contains 94835 members 
Mstep: Class 13 contains 325599 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12655 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 38722 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 17190 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6221 members 
Mstep: Class 27 contains 2650 members 
Mstep: Class 28 contains 52321 members 
Mstep: Class 29 contains 14529 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3454 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 29912 members 
Mstep: Class 35 contains 5180 members 
Mstep: Class 36 contains 49940 members 
Mstep: Class 37 contains 113799 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6703 members 
Mstep: Class 41 contains 2522 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985168.000000 Penalty: 152474.343750
Iteration 86Q: 45 clusters Score -1.419852e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 65976 members 
Mstep: Class 3 contains 31519 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 26007 members 
Mstep: Class 10 contains 171238 members 
Mstep: Class 12 contains 94735 members 
Mstep: Class 13 contains 325584 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12634 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 38709 members 
Mstep: Class 20 contains 7685 members 
Mstep: Class 21 contains 7666 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 17186 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 52344 members 
Mstep: Class 29 contains 14528 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 29863 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 49956 members 
Mstep: Class 37 contains 113869 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6802 members 
Mstep: Class 41 contains 2610 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985008.000000 Penalty: 152474.343750
Iteration 87Q: 45 clusters Score -1.41985e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 65947 members 
Mstep: Class 3 contains 31518 members 
Mstep: Class 4 contains 6209 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12396 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 26002 members 
Mstep: Class 10 contains 171167 members 
Mstep: Class 12 contains 94683 members 
Mstep: Class 13 contains 325533 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12611 members 
Mstep: Class 17 contains 2318 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 38713 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 7572 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6221 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 52367 members 
Mstep: Class 29 contains 14530 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 29824 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 49962 members 
Mstep: Class 37 contains 113945 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6892 members 
Mstep: Class 41 contains 2673 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141984992.000000 Penalty: 152474.343750
Iteration 88Q: 45 clusters Score -1.41985e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 65917 members 
Mstep: Class 3 contains 31519 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 10586 members 
Mstep: Class 9 contains 25999 members 
Mstep: Class 10 contains 171089 members 
Mstep: Class 12 contains 94669 members 
Mstep: Class 13 contains 325473 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38711 members 
Mstep: Class 20 contains 7760 members 
Mstep: Class 21 contains 7483 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 17175 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 52380 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 4430 members 
Mstep: Class 34 contains 29798 members 
Mstep: Class 35 contains 5380 members 
Mstep: Class 36 contains 49967 members 
Mstep: Class 37 contains 114013 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 6974 members 
Mstep: Class 41 contains 2730 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985200.000000 Penalty: 152474.343750
Iteration 89Q: 45 clusters Score -1.419852e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 65885 members 
Mstep: Class 3 contains 31526 members 
Mstep: Class 4 contains 6190 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12406 members 
Mstep: Class 7 contains 14217 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 25996 members 
Mstep: Class 10 contains 171005 members 
Mstep: Class 12 contains 94712 members 
Mstep: Class 13 contains 325419 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12538 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38711 members 
Mstep: Class 20 contains 7799 members 
Mstep: Class 21 contains 7394 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 17158 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 52381 members 
Mstep: Class 29 contains 14523 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29769 members 
Mstep: Class 35 contains 5449 members 
Mstep: Class 36 contains 49966 members 
Mstep: Class 37 contains 114040 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7052 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985392.000000 Penalty: 152474.343750
Iteration 90Q: 45 clusters Score -1.419854e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 65857 members 
Mstep: Class 3 contains 31543 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12415 members 
Mstep: Class 7 contains 14214 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 25990 members 
Mstep: Class 10 contains 170936 members 
Mstep: Class 12 contains 94812 members 
Mstep: Class 13 contains 325321 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38704 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 7316 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 17140 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6230 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 52390 members 
Mstep: Class 29 contains 14505 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29723 members 
Mstep: Class 35 contains 5504 members 
Mstep: Class 36 contains 49970 members 
Mstep: Class 37 contains 114053 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7130 members 
Mstep: Class 41 contains 2837 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141985920.000000 Penalty: 152474.343750
Iteration 91Q: 45 clusters Score -1.419859e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 65826 members 
Mstep: Class 3 contains 31553 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12421 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25983 members 
Mstep: Class 10 contains 170842 members 
Mstep: Class 12 contains 94949 members 
Mstep: Class 13 contains 325197 members 
Mstep: Class 14 contains 6286 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 2356 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38703 members 
Mstep: Class 20 contains 7889 members 
Mstep: Class 21 contains 7261 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 17117 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6229 members 
Mstep: Class 27 contains 2663 members 
Mstep: Class 28 contains 52397 members 
Mstep: Class 29 contains 14496 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29695 members 
Mstep: Class 35 contains 5541 members 
Mstep: Class 36 contains 49978 members 
Mstep: Class 37 contains 114090 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7210 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986144.000000 Penalty: 152474.343750
Iteration 92Q: 45 clusters Score -1.419861e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 65784 members 
Mstep: Class 3 contains 31561 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12427 members 
Mstep: Class 7 contains 14207 members 
Mstep: Class 8 contains 10602 members 
Mstep: Class 9 contains 25981 members 
Mstep: Class 10 contains 170748 members 
Mstep: Class 12 contains 95102 members 
Mstep: Class 13 contains 325069 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12446 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38709 members 
Mstep: Class 20 contains 7940 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 17098 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6230 members 
Mstep: Class 27 contains 2665 members 
Mstep: Class 28 contains 52409 members 
Mstep: Class 29 contains 14491 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29671 members 
Mstep: Class 35 contains 5574 members 
Mstep: Class 36 contains 49978 members 
Mstep: Class 37 contains 114114 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7267 members 
Mstep: Class 41 contains 2912 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986144.000000 Penalty: 152474.343750
Iteration 93Q: 45 clusters Score -1.419861e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 65737 members 
Mstep: Class 3 contains 31566 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12441 members 
Mstep: Class 7 contains 14209 members 
Mstep: Class 8 contains 10596 members 
Mstep: Class 9 contains 25981 members 
Mstep: Class 10 contains 170654 members 
Mstep: Class 12 contains 95334 members 
Mstep: Class 13 contains 324911 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12423 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38710 members 
Mstep: Class 20 contains 7986 members 
Mstep: Class 21 contains 7161 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 17079 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 52411 members 
Mstep: Class 29 contains 14484 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29651 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 49989 members 
Mstep: Class 37 contains 114110 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7313 members 
Mstep: Class 41 contains 2936 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986112.000000 Penalty: 152474.343750
Iteration 94Q: 45 clusters Score -1.419861e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 31589 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12449 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 25980 members 
Mstep: Class 10 contains 170571 members 
Mstep: Class 12 contains 95548 members 
Mstep: Class 13 contains 324739 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 2384 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38710 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 7121 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 17062 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6229 members 
Mstep: Class 27 contains 2669 members 
Mstep: Class 28 contains 52421 members 
Mstep: Class 29 contains 14466 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29610 members 
Mstep: Class 35 contains 5623 members 
Mstep: Class 36 contains 49997 members 
Mstep: Class 37 contains 114119 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7361 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986176.000000 Penalty: 152474.343750
Iteration 95Q: 45 clusters Score -1.419862e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 65651 members 
Mstep: Class 3 contains 31606 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12456 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 10591 members 
Mstep: Class 9 contains 25981 members 
Mstep: Class 10 contains 170471 members 
Mstep: Class 12 contains 95835 members 
Mstep: Class 13 contains 324515 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 7080 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 17043 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 52430 members 
Mstep: Class 29 contains 14457 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29568 members 
Mstep: Class 35 contains 5650 members 
Mstep: Class 36 contains 50003 members 
Mstep: Class 37 contains 114132 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7397 members 
Mstep: Class 41 contains 2982 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986432.000000 Penalty: 152474.343750
Iteration 96Q: 45 clusters Score -1.419864e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 65609 members 
Mstep: Class 3 contains 31609 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12461 members 
Mstep: Class 7 contains 14207 members 
Mstep: Class 8 contains 10586 members 
Mstep: Class 9 contains 25978 members 
Mstep: Class 10 contains 170366 members 
Mstep: Class 12 contains 96168 members 
Mstep: Class 13 contains 324290 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12392 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38709 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 17026 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 52428 members 
Mstep: Class 29 contains 14440 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29505 members 
Mstep: Class 35 contains 5678 members 
Mstep: Class 36 contains 50000 members 
Mstep: Class 37 contains 114150 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7427 members 
Mstep: Class 41 contains 3004 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986576.000000 Penalty: 152474.343750
Iteration 97Q: 45 clusters Score -1.419866e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 65561 members 
Mstep: Class 3 contains 31625 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12470 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 25982 members 
Mstep: Class 10 contains 170237 members 
Mstep: Class 12 contains 96578 members 
Mstep: Class 13 contains 324029 members 
Mstep: Class 14 contains 6297 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12374 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38704 members 
Mstep: Class 20 contains 8314 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 17011 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 52423 members 
Mstep: Class 29 contains 14418 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 4431 members 
Mstep: Class 34 contains 29404 members 
Mstep: Class 35 contains 5700 members 
Mstep: Class 36 contains 49989 members 
Mstep: Class 37 contains 114160 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7456 members 
Mstep: Class 41 contains 3023 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141986800.000000 Penalty: 152474.343750
Iteration 98Q: 45 clusters Score -1.419868e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 65520 members 
Mstep: Class 3 contains 31643 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12487 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 10587 members 
Mstep: Class 9 contains 25977 members 
Mstep: Class 10 contains 170074 members 
Mstep: Class 12 contains 96996 members 
Mstep: Class 13 contains 323790 members 
Mstep: Class 14 contains 6300 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12344 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38702 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 16993 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6215 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 52422 members 
Mstep: Class 29 contains 14395 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 29304 members 
Mstep: Class 35 contains 5720 members 
Mstep: Class 36 contains 49983 members 
Mstep: Class 37 contains 114164 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7487 members 
Mstep: Class 41 contains 3037 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987024.000000 Penalty: 152474.343750
Iteration 99Q: 45 clusters Score -1.41987e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 65475 members 
Mstep: Class 3 contains 31667 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12505 members 
Mstep: Class 7 contains 14200 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 169932 members 
Mstep: Class 12 contains 97479 members 
Mstep: Class 13 contains 323458 members 
Mstep: Class 14 contains 6305 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12322 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38695 members 
Mstep: Class 20 contains 8563 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 16972 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 6207 members 
Mstep: Class 27 contains 2676 members 
Mstep: Class 28 contains 52411 members 
Mstep: Class 29 contains 14364 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 29213 members 
Mstep: Class 35 contains 5738 members 
Mstep: Class 36 contains 49976 members 
Mstep: Class 37 contains 114197 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7506 members 
Mstep: Class 41 contains 3049 members 
Mstep: Class 42 contains 750 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141987504.000000 Penalty: 152474.343750
Iteration 100F: 45 clusters Score -1.419875e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 65429 members 
Mstep: Class 3 contains 31688 members 
Mstep: Class 4 contains 6148 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12525 members 
Mstep: Class 7 contains 14200 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 25986 members 
Mstep: Class 10 contains 169789 members 
Mstep: Class 12 contains 97924 members 
Mstep: Class 13 contains 323176 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38691 members 
Mstep: Class 20 contains 8688 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 16954 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6203 members 
Mstep: Class 27 contains 2676 members 
Mstep: Class 28 contains 52392 members 
Mstep: Class 29 contains 14337 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3474 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 29107 members 
Mstep: Class 35 contains 5756 members 
Mstep: Class 36 contains 49957 members 
Mstep: Class 37 contains 114232 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 7527 members 
Mstep: Class 41 contains 3064 members 
Mstep: Class 42 contains 749 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988224.000000 Penalty: 152474.343750
Iteration 101Q: 45 clusters Score -1.419882e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 65390 members 
Mstep: Class 3 contains 31712 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25981 members 
Mstep: Class 10 contains 169656 members 
Mstep: Class 12 contains 98409 members 
Mstep: Class 13 contains 322805 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 2407 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38684 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 6943 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 16920 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 2677 members 
Mstep: Class 28 contains 52379 members 
Mstep: Class 29 contains 14317 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3473 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 29018 members 
Mstep: Class 35 contains 5784 members 
Mstep: Class 36 contains 49937 members 
Mstep: Class 37 contains 114281 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7558 members 
Mstep: Class 41 contains 3084 members 
Mstep: Class 42 contains 751 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988416.000000 Penalty: 152474.343750
Iteration 102Q: 45 clusters Score -1.419884e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 65336 members 
Mstep: Class 3 contains 31714 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12545 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25971 members 
Mstep: Class 10 contains 169507 members 
Mstep: Class 12 contains 98949 members 
Mstep: Class 13 contains 322446 members 
Mstep: Class 14 contains 6314 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12243 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38684 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 6921 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 16896 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 52374 members 
Mstep: Class 29 contains 14297 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28932 members 
Mstep: Class 35 contains 5807 members 
Mstep: Class 36 contains 49913 members 
Mstep: Class 37 contains 114312 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7586 members 
Mstep: Class 41 contains 3104 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988640.000000 Penalty: 152474.343750
Iteration 103Q: 45 clusters Score -1.419886e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 65292 members 
Mstep: Class 3 contains 31722 members 
Mstep: Class 4 contains 6144 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12563 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 169369 members 
Mstep: Class 12 contains 99483 members 
Mstep: Class 13 contains 322086 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12223 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38691 members 
Mstep: Class 20 contains 9049 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 16870 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6198 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52373 members 
Mstep: Class 29 contains 14271 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28832 members 
Mstep: Class 35 contains 5823 members 
Mstep: Class 36 contains 49881 members 
Mstep: Class 37 contains 114329 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7603 members 
Mstep: Class 41 contains 3123 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988880.000000 Penalty: 152474.343750
Iteration 104Q: 45 clusters Score -1.419889e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 65262 members 
Mstep: Class 3 contains 31706 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12569 members 
Mstep: Class 7 contains 14208 members 
Mstep: Class 8 contains 10585 members 
Mstep: Class 9 contains 25969 members 
Mstep: Class 10 contains 169222 members 
Mstep: Class 12 contains 100103 members 
Mstep: Class 13 contains 321692 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12224 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38686 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 16841 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52377 members 
Mstep: Class 29 contains 14233 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28729 members 
Mstep: Class 35 contains 5839 members 
Mstep: Class 36 contains 49847 members 
Mstep: Class 37 contains 114314 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7621 members 
Mstep: Class 41 contains 3138 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988800.000000 Penalty: 152474.343750
Iteration 105Q: 45 clusters Score -1.419888e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 65224 members 
Mstep: Class 3 contains 31707 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 25975 members 
Mstep: Class 10 contains 169084 members 
Mstep: Class 12 contains 100699 members 
Mstep: Class 13 contains 321273 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38689 members 
Mstep: Class 20 contains 9302 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16817 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52373 members 
Mstep: Class 29 contains 14190 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28622 members 
Mstep: Class 35 contains 5858 members 
Mstep: Class 36 contains 49811 members 
Mstep: Class 37 contains 114336 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 3159 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988368.000000 Penalty: 152474.343750
Iteration 106Q: 45 clusters Score -1.419884e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 65183 members 
Mstep: Class 3 contains 31704 members 
Mstep: Class 4 contains 6135 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12577 members 
Mstep: Class 7 contains 14208 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 168954 members 
Mstep: Class 12 contains 101354 members 
Mstep: Class 13 contains 320793 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38689 members 
Mstep: Class 20 contains 9403 members 
Mstep: Class 21 contains 6854 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16797 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52377 members 
Mstep: Class 29 contains 14155 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3470 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28541 members 
Mstep: Class 35 contains 5868 members 
Mstep: Class 36 contains 49766 members 
Mstep: Class 37 contains 114366 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 3181 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988624.000000 Penalty: 152474.343750
Iteration 107Q: 45 clusters Score -1.419886e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 65149 members 
Mstep: Class 3 contains 31704 members 
Mstep: Class 4 contains 6128 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12586 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 168833 members 
Mstep: Class 12 contains 102015 members 
Mstep: Class 13 contains 320288 members 
Mstep: Class 14 contains 6314 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38694 members 
Mstep: Class 20 contains 9482 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 16773 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52385 members 
Mstep: Class 29 contains 14120 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28479 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 49716 members 
Mstep: Class 37 contains 114404 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7690 members 
Mstep: Class 41 contains 3199 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988816.000000 Penalty: 152474.343750
Iteration 108Q: 45 clusters Score -1.419888e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 65101 members 
Mstep: Class 3 contains 31731 members 
Mstep: Class 4 contains 6126 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 168699 members 
Mstep: Class 12 contains 102719 members 
Mstep: Class 13 contains 319796 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38697 members 
Mstep: Class 20 contains 9543 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16751 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52383 members 
Mstep: Class 29 contains 14087 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28422 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 49652 members 
Mstep: Class 37 contains 114406 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7713 members 
Mstep: Class 41 contains 3219 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988640.000000 Penalty: 152474.343750
Iteration 109Q: 45 clusters Score -1.419886e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 65048 members 
Mstep: Class 3 contains 31765 members 
Mstep: Class 4 contains 6122 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 10591 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 168557 members 
Mstep: Class 12 contains 103433 members 
Mstep: Class 13 contains 319321 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38704 members 
Mstep: Class 20 contains 9609 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 52371 members 
Mstep: Class 29 contains 14040 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28371 members 
Mstep: Class 35 contains 5916 members 
Mstep: Class 36 contains 49603 members 
Mstep: Class 37 contains 114407 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7736 members 
Mstep: Class 41 contains 3233 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988592.000000 Penalty: 152474.343750
Iteration 110Q: 45 clusters Score -1.419886e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 65002 members 
Mstep: Class 3 contains 31783 members 
Mstep: Class 4 contains 6115 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 9 contains 25998 members 
Mstep: Class 10 contains 168430 members 
Mstep: Class 12 contains 104181 members 
Mstep: Class 13 contains 318815 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12119 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38705 members 
Mstep: Class 20 contains 9664 members 
Mstep: Class 21 contains 6799 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16702 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 52356 members 
Mstep: Class 29 contains 14003 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28325 members 
Mstep: Class 35 contains 5931 members 
Mstep: Class 36 contains 49554 members 
Mstep: Class 37 contains 114392 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7749 members 
Mstep: Class 41 contains 3247 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988608.000000 Penalty: 152474.343750
Iteration 111Q: 45 clusters Score -1.419886e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64964 members 
Mstep: Class 3 contains 31804 members 
Mstep: Class 4 contains 6112 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 25999 members 
Mstep: Class 10 contains 168314 members 
Mstep: Class 12 contains 104952 members 
Mstep: Class 13 contains 318272 members 
Mstep: Class 14 contains 6320 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12088 members 
Mstep: Class 17 contains 2443 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38711 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 16685 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52350 members 
Mstep: Class 29 contains 13979 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28272 members 
Mstep: Class 35 contains 5939 members 
Mstep: Class 36 contains 49498 members 
Mstep: Class 37 contains 114367 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7760 members 
Mstep: Class 41 contains 3266 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988816.000000 Penalty: 152474.343750
Iteration 112Q: 45 clusters Score -1.419888e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64929 members 
Mstep: Class 3 contains 31830 members 
Mstep: Class 4 contains 6111 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10592 members 
Mstep: Class 9 contains 25989 members 
Mstep: Class 10 contains 168184 members 
Mstep: Class 12 contains 105737 members 
Mstep: Class 13 contains 317706 members 
Mstep: Class 14 contains 6320 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12064 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38724 members 
Mstep: Class 20 contains 9775 members 
Mstep: Class 21 contains 6780 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16673 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6183 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52359 members 
Mstep: Class 29 contains 13952 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28222 members 
Mstep: Class 35 contains 5949 members 
Mstep: Class 36 contains 49442 members 
Mstep: Class 37 contains 114344 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7768 members 
Mstep: Class 41 contains 3288 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989168.000000 Penalty: 152474.343750
Iteration 113Q: 45 clusters Score -1.419892e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64889 members 
Mstep: Class 3 contains 31857 members 
Mstep: Class 4 contains 6109 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12662 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10593 members 
Mstep: Class 9 contains 25988 members 
Mstep: Class 10 contains 168091 members 
Mstep: Class 12 contains 106497 members 
Mstep: Class 13 contains 317151 members 
Mstep: Class 14 contains 6320 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12043 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38728 members 
Mstep: Class 20 contains 9834 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16665 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52348 members 
Mstep: Class 29 contains 13924 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 28164 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 49381 members 
Mstep: Class 37 contains 114308 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7781 members 
Mstep: Class 41 contains 3309 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141988976.000000 Penalty: 152474.343750
Iteration 114Q: 45 clusters Score -1.41989e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64863 members 
Mstep: Class 3 contains 31868 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 14235 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 25993 members 
Mstep: Class 10 contains 167970 members 
Mstep: Class 12 contains 107303 members 
Mstep: Class 13 contains 316569 members 
Mstep: Class 14 contains 6323 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12020 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38729 members 
Mstep: Class 20 contains 9884 members 
Mstep: Class 21 contains 6764 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 16652 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6183 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52343 members 
Mstep: Class 29 contains 13899 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 5970 members 
Mstep: Class 36 contains 49319 members 
Mstep: Class 37 contains 114274 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7801 members 
Mstep: Class 41 contains 3327 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989024.000000 Penalty: 152474.343750
Iteration 115Q: 45 clusters Score -1.41989e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64831 members 
Mstep: Class 3 contains 31880 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 10596 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 167828 members 
Mstep: Class 12 contains 108081 members 
Mstep: Class 13 contains 316039 members 
Mstep: Class 14 contains 6324 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 12010 members 
Mstep: Class 17 contains 2470 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38726 members 
Mstep: Class 20 contains 9916 members 
Mstep: Class 21 contains 6753 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16641 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52330 members 
Mstep: Class 29 contains 13874 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28105 members 
Mstep: Class 35 contains 5985 members 
Mstep: Class 36 contains 49261 members 
Mstep: Class 37 contains 114256 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7816 members 
Mstep: Class 41 contains 3345 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989408.000000 Penalty: 152474.343750
Iteration 116Q: 45 clusters Score -1.419894e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64796 members 
Mstep: Class 3 contains 31893 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12686 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10600 members 
Mstep: Class 9 contains 25986 members 
Mstep: Class 10 contains 167715 members 
Mstep: Class 12 contains 108823 members 
Mstep: Class 13 contains 315489 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11999 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38726 members 
Mstep: Class 20 contains 9939 members 
Mstep: Class 21 contains 6744 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 16634 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52318 members 
Mstep: Class 29 contains 13859 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28085 members 
Mstep: Class 35 contains 5999 members 
Mstep: Class 36 contains 49201 members 
Mstep: Class 37 contains 114244 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 3366 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989472.000000 Penalty: 152474.343750
Iteration 117Q: 45 clusters Score -1.419895e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 64770 members 
Mstep: Class 3 contains 31911 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10600 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 10 contains 167598 members 
Mstep: Class 12 contains 109550 members 
Mstep: Class 13 contains 314949 members 
Mstep: Class 14 contains 6324 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11989 members 
Mstep: Class 17 contains 2476 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38725 members 
Mstep: Class 20 contains 9955 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 16626 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52311 members 
Mstep: Class 29 contains 13835 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28078 members 
Mstep: Class 35 contains 6012 members 
Mstep: Class 36 contains 49136 members 
Mstep: Class 37 contains 114243 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7847 members 
Mstep: Class 41 contains 3391 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141989552.000000 Penalty: 152474.343750
Iteration 118Q: 45 clusters Score -1.419896e+08 nChanged 1406
Entering ConstructFrom: 
Score: -141989552.000000 Penalty: 152474.343750
Entering ConstructFrom: 
Trying to split cluster 1 (7334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Entering Unmasked Estep 
Score: -892793.937500 Penalty: 2207.268555
	Iteration 0F: 2 clusters Score -892793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -886742.375000 Penalty: 4414.537109
	Iteration 0F: 3 clusters Score -886742.4 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -888346.000000 Penalty: 4414.537109
	Iteration 1F: 3 clusters Score -888346 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -888775.937500 Penalty: 4414.537109
	Iteration 2F: 3 clusters Score -888775.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -889237.625000 Penalty: 4414.537109
	Iteration 3F: 3 clusters Score -889237.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -889625.625000 Penalty: 4414.537109
	Iteration 4F: 3 clusters Score -889625.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -889903.000000 Penalty: 4414.537109
	Iteration 5F: 3 clusters Score -889903 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -890110.687500 Penalty: 4414.537109
	Iteration 6Q: 3 clusters Score -890110.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -890257.437500 Penalty: 4414.537109
	Iteration 7Q: 3 clusters Score -890257.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -890383.750000 Penalty: 4414.537109
	Iteration 8Q: 3 clusters Score -890383.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -890536.125000 Penalty: 4414.537109
	Iteration 9Q: 3 clusters Score -890536.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -890711.937500 Penalty: 4414.537109
	Iteration 10Q: 3 clusters Score -890711.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -890860.125000 Penalty: 4414.537109
	Iteration 11Q: 3 clusters Score -890860.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -891014.312500 Penalty: 4414.537109
	Iteration 12Q: 3 clusters Score -891014.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -891168.500000 Penalty: 4414.537109
	Iteration 13Q: 3 clusters Score -891168.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -891297.687500 Penalty: 4414.537109
	Iteration 14Q: 3 clusters Score -891297.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -891418.875000 Penalty: 4414.537109
	Iteration 15Q: 3 clusters Score -891418.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -891557.062500 Penalty: 4414.537109
	Iteration 16Q: 3 clusters Score -891557.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -891682.437500 Penalty: 4414.537109
	Iteration 17Q: 3 clusters Score -891682.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -891794.750000 Penalty: 4414.537109
	Iteration 18Q: 3 clusters Score -891794.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -891950.562500 Penalty: 4414.537109
	Iteration 19Q: 3 clusters Score -891950.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -892097.500000 Penalty: 4414.537109
	Iteration 20F: 3 clusters Score -892097.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -892199.812500 Penalty: 4414.537109
	Iteration 21Q: 3 clusters Score -892199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -892239.562500 Penalty: 4414.537109
	Iteration 22Q: 3 clusters Score -892239.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -892259.437500 Penalty: 4414.537109
	Iteration 23Q: 3 clusters Score -892259.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -892270.625000 Penalty: 4414.537109
	Iteration 24Q: 3 clusters Score -892270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -892278.687500 Penalty: 4414.537109
	Iteration 25Q: 3 clusters Score -892278.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -892282.750000 Penalty: 4414.537109
	Iteration 26Q: 3 clusters Score -892282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -892282.875000 Penalty: 4414.537109
	Iteration 27Q: 3 clusters Score -892282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -892282.875000 Penalty: 4414.537109
	Iteration 28F: 3 clusters Score -892282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Entering Unmasked Estep 
Score: -7992674.500000 Penalty: 2747.388916
	Iteration 0F: 2 clusters Score -7992674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -7949338.000000 Penalty: 5494.777832
	Iteration 0F: 3 clusters Score -7949338 nChanged 30258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -7966437.500000 Penalty: 5494.777832
	Iteration 1F: 3 clusters Score -7966438 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -7967307.000000 Penalty: 5494.777832
	Iteration 2Q: 3 clusters Score -7967307 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -7968334.500000 Penalty: 5494.777832
	Iteration 3Q: 3 clusters Score -7968334 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -7969721.500000 Penalty: 5494.777832
	Iteration 4Q: 3 clusters Score -7969722 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7971748.000000 Penalty: 5494.777832
	Iteration 5F: 3 clusters Score -7971748 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -7974498.000000 Penalty: 5494.777832
	Iteration 6F: 3 clusters Score -7974498 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -7977582.500000 Penalty: 5494.777832
	Iteration 7F: 3 clusters Score -7977582 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7980540.500000 Penalty: 5494.777832
	Iteration 8F: 3 clusters Score -7980540 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -7983015.000000 Penalty: 5494.777832
	Iteration 9Q: 3 clusters Score -7983015 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7984829.500000 Penalty: 5494.777832
	Iteration 10Q: 3 clusters Score -7984830 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -7986120.000000 Penalty: 5494.777832
	Iteration 11Q: 3 clusters Score -7986120 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7987068.000000 Penalty: 5494.777832
	Iteration 12Q: 3 clusters Score -7987068 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -7987750.000000 Penalty: 5494.777832
	Iteration 13Q: 3 clusters Score -7987750 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -7988238.000000 Penalty: 5494.777832
	Iteration 14Q: 3 clusters Score -7988238 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -7988644.500000 Penalty: 5494.777832
	Iteration 15Q: 3 clusters Score -7988644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -7988892.500000 Penalty: 5494.777832
	Iteration 16Q: 3 clusters Score -7988892 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -7989141.000000 Penalty: 5494.777832
	Iteration 17Q: 3 clusters Score -7989141 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -7989302.000000 Penalty: 5494.777832
	Iteration 18Q: 3 clusters Score -7989302 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -7989489.000000 Penalty: 5494.777832
	Iteration 19Q: 3 clusters Score -7989489 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -7989645.000000 Penalty: 5494.777832
	Iteration 20F: 3 clusters Score -7989645 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -7989752.500000 Penalty: 5494.777832
	Iteration 21Q: 3 clusters Score -7989752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -7989818.500000 Penalty: 5494.777832
	Iteration 22Q: 3 clusters Score -7989818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -7989906.500000 Penalty: 5494.777832
	Iteration 23Q: 3 clusters Score -7989906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -7989960.000000 Penalty: 5494.777832
	Iteration 24Q: 3 clusters Score -7989960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -7990015.000000 Penalty: 5494.777832
	Iteration 25Q: 3 clusters Score -7990015 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -7990069.000000 Penalty: 5494.777832
	Iteration 26Q: 3 clusters Score -7990069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -7990123.000000 Penalty: 5494.777832
	Iteration 27Q: 3 clusters Score -7990123 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -7990147.500000 Penalty: 5494.777832
	Iteration 28Q: 3 clusters Score -7990148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7990159.500000 Penalty: 5494.777832
	Iteration 29Q: 3 clusters Score -7990160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -7990194.000000 Penalty: 5494.777832
	Iteration 30Q: 3 clusters Score -7990194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -7990197.500000 Penalty: 5494.777832
	Iteration 31Q: 3 clusters Score -7990198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -7990227.000000 Penalty: 5494.777832
	Iteration 32Q: 3 clusters Score -7990227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -7990264.500000 Penalty: 5494.777832
	Iteration 33Q: 3 clusters Score -7990264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -7990267.500000 Penalty: 5494.777832
	Iteration 34Q: 3 clusters Score -7990268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -7990288.000000 Penalty: 5494.777832
	Iteration 35Q: 3 clusters Score -7990288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -7990313.000000 Penalty: 5494.777832
	Iteration 36Q: 3 clusters Score -7990313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -7990333.500000 Penalty: 5494.777832
	Iteration 37Q: 3 clusters Score -7990334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -7990343.500000 Penalty: 5494.777832
	Iteration 38Q: 3 clusters Score -7990344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -7990346.500000 Penalty: 5494.777832
	Iteration 39Q: 3 clusters Score -7990346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -7990353.000000 Penalty: 5494.777832
	Iteration 40F: 3 clusters Score -7990353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -7990356.000000 Penalty: 5494.777832
	Iteration 41Q: 3 clusters Score -7990356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7990366.000000 Penalty: 5494.777832
	Iteration 42Q: 3 clusters Score -7990366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -7990372.500000 Penalty: 5494.777832
	Iteration 43Q: 3 clusters Score -7990372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -7990375.000000 Penalty: 5494.777832
	Iteration 44Q: 3 clusters Score -7990375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -7990369.500000 Penalty: 5494.777832
	Iteration 45Q: 3 clusters Score -7990370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -7990379.000000 Penalty: 5494.777832
	Iteration 46Q: 3 clusters Score -7990379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -7990376.000000 Penalty: 5494.777832
	Iteration 47Q: 3 clusters Score -7990376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -7990376.000000 Penalty: 5494.777832
	Iteration 48Q: 3 clusters Score -7990376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -7990375.500000 Penalty: 5494.777832
	Iteration 49Q: 3 clusters Score -7990376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -7990378.000000 Penalty: 5494.777832
	Iteration 50Q: 3 clusters Score -7990378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -7990379.500000 Penalty: 5494.777832
	Iteration 51Q: 3 clusters Score -7990380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -7990378.500000 Penalty: 5494.777832
	Iteration 52Q: 3 clusters Score -7990378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -7990380.500000 Penalty: 5494.777832
	Iteration 53Q: 3 clusters Score -7990380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -7990383.500000 Penalty: 5494.777832
	Iteration 54Q: 3 clusters Score -7990384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -7990381.000000 Penalty: 5494.777832
	Iteration 55Q: 3 clusters Score -7990381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -7990381.000000 Penalty: 5494.777832
	Iteration 56F: 3 clusters Score -7990381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Entering Unmasked Estep 
Score: -3736237.250000 Penalty: 2571.958496
	Iteration 0F: 2 clusters Score -3736237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3714631.000000 Penalty: 5143.916992
	Iteration 0F: 3 clusters Score -3714631 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3722664.500000 Penalty: 5143.916992
	Iteration 1F: 3 clusters Score -3722664 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3723490.750000 Penalty: 5143.916992
	Iteration 2F: 3 clusters Score -3723491 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3724343.250000 Penalty: 5143.916992
	Iteration 3F: 3 clusters Score -3724343 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3725213.500000 Penalty: 5143.916992
	Iteration 4F: 3 clusters Score -3725214 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3726241.750000 Penalty: 5143.916992
	Iteration 5F: 3 clusters Score -3726242 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3727401.750000 Penalty: 5143.916992
	Iteration 6F: 3 clusters Score -3727402 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3728776.250000 Penalty: 5143.916992
	Iteration 7F: 3 clusters Score -3728776 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3730186.750000 Penalty: 5143.916992
	Iteration 8F: 3 clusters Score -3730187 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3731457.000000 Penalty: 5143.916992
	Iteration 9Q: 3 clusters Score -3731457 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3732571.000000 Penalty: 5143.916992
	Iteration 10Q: 3 clusters Score -3732571 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3733356.250000 Penalty: 5143.916992
	Iteration 11Q: 3 clusters Score -3733356 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3733871.750000 Penalty: 5143.916992
	Iteration 12Q: 3 clusters Score -3733872 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3734240.250000 Penalty: 5143.916992
	Iteration 13Q: 3 clusters Score -3734240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3734551.000000 Penalty: 5143.916992
	Iteration 14Q: 3 clusters Score -3734551 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3734785.000000 Penalty: 5143.916992
	Iteration 15Q: 3 clusters Score -3734785 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3734962.500000 Penalty: 5143.916992
	Iteration 16Q: 3 clusters Score -3734962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3735085.250000 Penalty: 5143.916992
	Iteration 17Q: 3 clusters Score -3735085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3735189.250000 Penalty: 5143.916992
	Iteration 18Q: 3 clusters Score -3735189 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3735293.250000 Penalty: 5143.916992
	Iteration 19Q: 3 clusters Score -3735293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3735402.000000 Penalty: 5143.916992
	Iteration 20F: 3 clusters Score -3735402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3735480.500000 Penalty: 5143.916992
	Iteration 21Q: 3 clusters Score -3735480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3735533.500000 Penalty: 5143.916992
	Iteration 22Q: 3 clusters Score -3735534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3735569.250000 Penalty: 5143.916992
	Iteration 23Q: 3 clusters Score -3735569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3735598.000000 Penalty: 5143.916992
	Iteration 24Q: 3 clusters Score -3735598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3735603.500000 Penalty: 5143.916992
	Iteration 25Q: 3 clusters Score -3735604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3735615.250000 Penalty: 5143.916992
	Iteration 26Q: 3 clusters Score -3735615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3735620.000000 Penalty: 5143.916992
	Iteration 27Q: 3 clusters Score -3735620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3735633.000000 Penalty: 5143.916992
	Iteration 28Q: 3 clusters Score -3735633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3735631.750000 Penalty: 5143.916992
	Iteration 29Q: 3 clusters Score -3735632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3735641.750000 Penalty: 5143.916992
	Iteration 30Q: 3 clusters Score -3735642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3735648.250000 Penalty: 5143.916992
	Iteration 31Q: 3 clusters Score -3735648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3735657.500000 Penalty: 5143.916992
	Iteration 32Q: 3 clusters Score -3735658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3735652.500000 Penalty: 5143.916992
	Iteration 33Q: 3 clusters Score -3735652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3735658.250000 Penalty: 5143.916992
	Iteration 34Q: 3 clusters Score -3735658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3735658.250000 Penalty: 5143.916992
	Iteration 35Q: 3 clusters Score -3735658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3735652.750000 Penalty: 5143.916992
	Iteration 36Q: 3 clusters Score -3735653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3735659.250000 Penalty: 5143.916992
	Iteration 37Q: 3 clusters Score -3735659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3735662.250000 Penalty: 5143.916992
	Iteration 38Q: 3 clusters Score -3735662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3735661.000000 Penalty: 5143.916992
	Iteration 39Q: 3 clusters Score -3735661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3735660.500000 Penalty: 5143.916992
	Iteration 40F: 3 clusters Score -3735660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -698963.812500 Penalty: 2161.619385
	Iteration 0F: 2 clusters Score -698963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -693735.000000 Penalty: 4323.238770
	Iteration 0F: 3 clusters Score -693735 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -695118.250000 Penalty: 4323.238770
	Iteration 1F: 3 clusters Score -695118.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -695398.750000 Penalty: 4323.238770
	Iteration 2F: 3 clusters Score -695398.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -695575.812500 Penalty: 4323.238770
	Iteration 3Q: 3 clusters Score -695575.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -695733.562500 Penalty: 4323.238770
	Iteration 4Q: 3 clusters Score -695733.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -695853.562500 Penalty: 4323.238770
	Iteration 5Q: 3 clusters Score -695853.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -695963.500000 Penalty: 4323.238770
	Iteration 6Q: 3 clusters Score -695963.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -696084.312500 Penalty: 4323.238770
	Iteration 7Q: 3 clusters Score -696084.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -696237.375000 Penalty: 4323.238770
	Iteration 8Q: 3 clusters Score -696237.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -696448.062500 Penalty: 4323.238770
	Iteration 9Q: 3 clusters Score -696448.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -696705.000000 Penalty: 4323.238770
	Iteration 10Q: 3 clusters Score -696705 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -697032.125000 Penalty: 4323.238770
	Iteration 11F: 3 clusters Score -697032.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -697346.625000 Penalty: 4323.238770
	Iteration 12F: 3 clusters Score -697346.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -697577.875000 Penalty: 4323.238770
	Iteration 13Q: 3 clusters Score -697577.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -697713.187500 Penalty: 4323.238770
	Iteration 14Q: 3 clusters Score -697713.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -697784.937500 Penalty: 4323.238770
	Iteration 15Q: 3 clusters Score -697784.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -697816.437500 Penalty: 4323.238770
	Iteration 16Q: 3 clusters Score -697816.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -697835.437500 Penalty: 4323.238770
	Iteration 17Q: 3 clusters Score -697835.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -697852.625000 Penalty: 4323.238770
	Iteration 18Q: 3 clusters Score -697852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -697869.125000 Penalty: 4323.238770
	Iteration 19Q: 3 clusters Score -697869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -697876.187500 Penalty: 4323.238770
	Iteration 20F: 3 clusters Score -697876.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -697886.312500 Penalty: 4323.238770
	Iteration 21Q: 3 clusters Score -697886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -697889.500000 Penalty: 4323.238770
	Iteration 22Q: 3 clusters Score -697889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -697897.250000 Penalty: 4323.238770
	Iteration 23Q: 3 clusters Score -697897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -697898.687500 Penalty: 4323.238770
	Iteration 24Q: 3 clusters Score -697898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -697903.250000 Penalty: 4323.238770
	Iteration 25Q: 3 clusters Score -697903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -697903.812500 Penalty: 4323.238770
	Iteration 26Q: 3 clusters Score -697903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -697905.000000 Penalty: 4323.238770
	Iteration 27Q: 3 clusters Score -697905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -697905.000000 Penalty: 4323.238770
	Iteration 28Q: 3 clusters Score -697905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -697905.000000 Penalty: 4323.238770
	Iteration 29F: 3 clusters Score -697905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -68027.687500 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -68027.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66504.257812 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -66504.26 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67077.804688 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -67077.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67607.039062 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -67607.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68212.343750 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -68212.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68708.304688 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -68708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68806.117188 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -68806.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68907.695312 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -68907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68932.906250 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -68932.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68942.757812 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -68942.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68942.757812 Penalty: 3237.141602
	Iteration 9F: 3 clusters Score -68942.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 110258 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Entering Unmasked Estep 
Score: -141988928.000000 Penalty: 155939.671875
Splitting cluster 5 changes total score from -141989552.000000 to -141988928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1460154.375000 Penalty: 2343.382080
	Iteration 0F: 2 clusters Score -1460154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1450822.875000 Penalty: 4686.764160
	Iteration 0F: 3 clusters Score -1450823 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1453840.625000 Penalty: 4686.764160
	Iteration 1F: 3 clusters Score -1453841 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1454336.000000 Penalty: 4686.764160
	Iteration 2F: 3 clusters Score -1454336 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1454809.875000 Penalty: 4686.764160
	Iteration 3F: 3 clusters Score -1454810 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1455336.375000 Penalty: 4686.764160
	Iteration 4F: 3 clusters Score -1455336 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1455828.375000 Penalty: 4686.764160
	Iteration 5F: 3 clusters Score -1455828 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1456238.875000 Penalty: 4686.764160
	Iteration 6F: 3 clusters Score -1456239 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1456564.750000 Penalty: 4686.764160
	Iteration 7Q: 3 clusters Score -1456565 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1456841.625000 Penalty: 4686.764160
	Iteration 8Q: 3 clusters Score -1456842 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1457051.250000 Penalty: 4686.764160
	Iteration 9Q: 3 clusters Score -1457051 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1457186.500000 Penalty: 4686.764160
	Iteration 10Q: 3 clusters Score -1457186 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1457313.125000 Penalty: 4686.764160
	Iteration 11Q: 3 clusters Score -1457313 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1457403.125000 Penalty: 4686.764160
	Iteration 12Q: 3 clusters Score -1457403 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1457478.250000 Penalty: 4686.764160
	Iteration 13Q: 3 clusters Score -1457478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1457532.500000 Penalty: 4686.764160
	Iteration 14Q: 3 clusters Score -1457532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1457573.250000 Penalty: 4686.764160
	Iteration 15Q: 3 clusters Score -1457573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1457601.125000 Penalty: 4686.764160
	Iteration 16Q: 3 clusters Score -1457601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1457616.000000 Penalty: 4686.764160
	Iteration 17Q: 3 clusters Score -1457616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1457634.750000 Penalty: 4686.764160
	Iteration 18Q: 3 clusters Score -1457635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1457653.000000 Penalty: 4686.764160
	Iteration 19Q: 3 clusters Score -1457653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1457659.875000 Penalty: 4686.764160
	Iteration 20F: 3 clusters Score -1457660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1457673.500000 Penalty: 4686.764160
	Iteration 21Q: 3 clusters Score -1457674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1457686.000000 Penalty: 4686.764160
	Iteration 22Q: 3 clusters Score -1457686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1457693.625000 Penalty: 4686.764160
	Iteration 23Q: 3 clusters Score -1457694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1457703.125000 Penalty: 4686.764160
	Iteration 24Q: 3 clusters Score -1457703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1457705.875000 Penalty: 4686.764160
	Iteration 25Q: 3 clusters Score -1457706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1457716.500000 Penalty: 4686.764160
	Iteration 26Q: 3 clusters Score -1457716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1457728.625000 Penalty: 4686.764160
	Iteration 27Q: 3 clusters Score -1457729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1457734.625000 Penalty: 4686.764160
	Iteration 28Q: 3 clusters Score -1457735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1457738.750000 Penalty: 4686.764160
	Iteration 29Q: 3 clusters Score -1457739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1457747.000000 Penalty: 4686.764160
	Iteration 30Q: 3 clusters Score -1457747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1457754.875000 Penalty: 4686.764160
	Iteration 31Q: 3 clusters Score -1457755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1457761.625000 Penalty: 4686.764160
	Iteration 32Q: 3 clusters Score -1457762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1457764.875000 Penalty: 4686.764160
	Iteration 33Q: 3 clusters Score -1457765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1457771.500000 Penalty: 4686.764160
	Iteration 34Q: 3 clusters Score -1457772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1457776.000000 Penalty: 4686.764160
	Iteration 35Q: 3 clusters Score -1457776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1457781.500000 Penalty: 4686.764160
	Iteration 36Q: 3 clusters Score -1457782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1457789.375000 Penalty: 4686.764160
	Iteration 37Q: 3 clusters Score -1457789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1457793.375000 Penalty: 4686.764160
	Iteration 38Q: 3 clusters Score -1457793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1457796.375000 Penalty: 4686.764160
	Iteration 39Q: 3 clusters Score -1457796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1457796.500000 Penalty: 4686.764160
	Iteration 40F: 3 clusters Score -1457796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1457798.750000 Penalty: 4686.764160
	Iteration 41Q: 3 clusters Score -1457799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1457801.000000 Penalty: 4686.764160
	Iteration 42Q: 3 clusters Score -1457801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1457803.000000 Penalty: 4686.764160
	Iteration 43Q: 3 clusters Score -1457803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1457806.500000 Penalty: 4686.764160
	Iteration 44Q: 3 clusters Score -1457806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1457810.750000 Penalty: 4686.764160
	Iteration 45Q: 3 clusters Score -1457811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1457813.000000 Penalty: 4686.764160
	Iteration 46Q: 3 clusters Score -1457813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1457808.750000 Penalty: 4686.764160
	Iteration 47Q: 3 clusters Score -1457809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1457813.500000 Penalty: 4686.764160
	Iteration 48Q: 3 clusters Score -1457814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1457815.000000 Penalty: 4686.764160
	Iteration 49Q: 3 clusters Score -1457815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1457818.875000 Penalty: 4686.764160
	Iteration 50Q: 3 clusters Score -1457819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1457816.250000 Penalty: 4686.764160
	Iteration 51Q: 3 clusters Score -1457816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1457816.375000 Penalty: 4686.764160
	Iteration 52Q: 3 clusters Score -1457816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1457816.000000 Penalty: 4686.764160
	Iteration 53Q: 3 clusters Score -1457816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1457816.000000 Penalty: 4686.764160
	Iteration 54F: 3 clusters Score -1457816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Entering Unmasked Estep 
Score: -1743158.625000 Penalty: 2371.702881
	Iteration 0F: 2 clusters Score -1743159 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 7033 members 
Entering Unmasked Estep 
Score: -1732821.375000 Penalty: 4743.405762
	Iteration 0F: 3 clusters Score -1732821 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1736398.000000 Penalty: 4743.405762
	Iteration 1F: 3 clusters Score -1736398 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1737180.625000 Penalty: 4743.405762
	Iteration 2F: 3 clusters Score -1737181 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1738033.875000 Penalty: 4743.405762
	Iteration 3F: 3 clusters Score -1738034 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1738938.500000 Penalty: 4743.405762
	Iteration 4F: 3 clusters Score -1738938 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1739770.375000 Penalty: 4743.405762
	Iteration 5F: 3 clusters Score -1739770 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1740459.375000 Penalty: 4743.405762
	Iteration 6F: 3 clusters Score -1740459 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1740959.625000 Penalty: 4743.405762
	Iteration 7Q: 3 clusters Score -1740960 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1741308.875000 Penalty: 4743.405762
	Iteration 8Q: 3 clusters Score -1741309 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1741521.750000 Penalty: 4743.405762
	Iteration 9Q: 3 clusters Score -1741522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1741632.125000 Penalty: 4743.405762
	Iteration 10Q: 3 clusters Score -1741632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1741706.125000 Penalty: 4743.405762
	Iteration 11Q: 3 clusters Score -1741706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1741756.000000 Penalty: 4743.405762
	Iteration 12Q: 3 clusters Score -1741756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1741800.625000 Penalty: 4743.405762
	Iteration 13Q: 3 clusters Score -1741801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1741841.500000 Penalty: 4743.405762
	Iteration 14Q: 3 clusters Score -1741842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1741873.375000 Penalty: 4743.405762
	Iteration 15Q: 3 clusters Score -1741873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1741900.750000 Penalty: 4743.405762
	Iteration 16Q: 3 clusters Score -1741901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1741925.250000 Penalty: 4743.405762
	Iteration 17Q: 3 clusters Score -1741925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1741949.500000 Penalty: 4743.405762
	Iteration 18Q: 3 clusters Score -1741950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1741979.000000 Penalty: 4743.405762
	Iteration 19Q: 3 clusters Score -1741979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1742001.125000 Penalty: 4743.405762
	Iteration 20F: 3 clusters Score -1742001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1742033.500000 Penalty: 4743.405762
	Iteration 21Q: 3 clusters Score -1742034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1742061.875000 Penalty: 4743.405762
	Iteration 22Q: 3 clusters Score -1742062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1742084.750000 Penalty: 4743.405762
	Iteration 23Q: 3 clusters Score -1742085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1742103.500000 Penalty: 4743.405762
	Iteration 24Q: 3 clusters Score -1742104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1742114.875000 Penalty: 4743.405762
	Iteration 25Q: 3 clusters Score -1742115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1742123.500000 Penalty: 4743.405762
	Iteration 26Q: 3 clusters Score -1742124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1742128.000000 Penalty: 4743.405762
	Iteration 27Q: 3 clusters Score -1742128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1742138.125000 Penalty: 4743.405762
	Iteration 28Q: 3 clusters Score -1742138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1742154.250000 Penalty: 4743.405762
	Iteration 29Q: 3 clusters Score -1742154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1742162.250000 Penalty: 4743.405762
	Iteration 30Q: 3 clusters Score -1742162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1742170.375000 Penalty: 4743.405762
	Iteration 31Q: 3 clusters Score -1742170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1742177.000000 Penalty: 4743.405762
	Iteration 32Q: 3 clusters Score -1742177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1742185.000000 Penalty: 4743.405762
	Iteration 33Q: 3 clusters Score -1742185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1742190.375000 Penalty: 4743.405762
	Iteration 34Q: 3 clusters Score -1742190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1742196.000000 Penalty: 4743.405762
	Iteration 35Q: 3 clusters Score -1742196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1742203.500000 Penalty: 4743.405762
	Iteration 36Q: 3 clusters Score -1742204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1742209.000000 Penalty: 4743.405762
	Iteration 37Q: 3 clusters Score -1742209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1742224.375000 Penalty: 4743.405762
	Iteration 38Q: 3 clusters Score -1742224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1742236.125000 Penalty: 4743.405762
	Iteration 39Q: 3 clusters Score -1742236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1742243.375000 Penalty: 4743.405762
	Iteration 40F: 3 clusters Score -1742243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1742253.000000 Penalty: 4743.405762
	Iteration 41Q: 3 clusters Score -1742253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1742256.375000 Penalty: 4743.405762
	Iteration 42Q: 3 clusters Score -1742256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1742258.750000 Penalty: 4743.405762
	Iteration 43Q: 3 clusters Score -1742259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1742258.625000 Penalty: 4743.405762
	Iteration 44Q: 3 clusters Score -1742259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1742258.625000 Penalty: 4743.405762
	Iteration 45Q: 3 clusters Score -1742259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1742261.750000 Penalty: 4743.405762
	Iteration 46Q: 3 clusters Score -1742262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1742262.125000 Penalty: 4743.405762
	Iteration 47Q: 3 clusters Score -1742262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1742261.875000 Penalty: 4743.405762
	Iteration 48Q: 3 clusters Score -1742262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1742264.000000 Penalty: 4743.405762
	Iteration 49Q: 3 clusters Score -1742264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1742264.125000 Penalty: 4743.405762
	Iteration 50Q: 3 clusters Score -1742264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1742267.625000 Penalty: 4743.405762
	Iteration 51Q: 3 clusters Score -1742268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1742268.000000 Penalty: 4743.405762
	Iteration 52Q: 3 clusters Score -1742268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1742267.375000 Penalty: 4743.405762
	Iteration 53Q: 3 clusters Score -1742267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1742267.875000 Penalty: 4743.405762
	Iteration 54Q: 3 clusters Score -1742268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1742266.250000 Penalty: 4743.405762
	Iteration 55Q: 3 clusters Score -1742266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1742266.250000 Penalty: 4743.405762
	Iteration 56F: 3 clusters Score -1742266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Entering Unmasked Estep 
Score: -1272270.375000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1272270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1264140.500000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1264140 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1266632.625000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1266633 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1267008.000000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1267008 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1267338.375000 Penalty: 4597.370605
	Iteration 3F: 3 clusters Score -1267338 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1267660.250000 Penalty: 4597.370605
	Iteration 4F: 3 clusters Score -1267660 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1267960.250000 Penalty: 4597.370605
	Iteration 5F: 3 clusters Score -1267960 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1268235.000000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1268235 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1268473.500000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1268474 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1268680.500000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1268680 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1268879.875000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1268880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1269044.875000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1269045 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1269182.750000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1269183 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1269308.125000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1269308 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1269428.250000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1269428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1269524.750000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1269525 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1269618.250000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1269618 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1269699.750000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1269700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1269762.625000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1269763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1269834.250000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1269834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1269906.500000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1269906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1269979.625000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1269980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1270063.000000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1270063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1270107.375000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1270107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1270148.500000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1270148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1270177.500000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1270178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1270204.375000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1270204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1270236.875000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1270237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1270264.000000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1270264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1270285.125000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1270285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1270301.250000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1270301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1270329.750000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1270330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1270350.250000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1270350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1270361.375000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1270361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1270377.375000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1270377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1270389.000000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1270389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1270393.750000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1270394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1270397.250000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1270397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1270399.000000 Penalty: 4597.370605
	Iteration 37Q: 3 clusters Score -1270399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1270404.250000 Penalty: 4597.370605
	Iteration 38Q: 3 clusters Score -1270404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1270410.000000 Penalty: 4597.370605
	Iteration 39Q: 3 clusters Score -1270410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1270412.750000 Penalty: 4597.370605
	Iteration 40F: 3 clusters Score -1270413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1270415.000000 Penalty: 4597.370605
	Iteration 41Q: 3 clusters Score -1270415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1270415.000000 Penalty: 4597.370605
	Iteration 42F: 3 clusters Score -1270415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Entering Unmasked Estep 
Score: -3262610.000000 Penalty: 2520.988037
	Iteration 0F: 2 clusters Score -3262610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3244834.750000 Penalty: 5041.976074
	Iteration 0F: 3 clusters Score -3244835 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3251014.500000 Penalty: 5041.976074
	Iteration 1F: 3 clusters Score -3251014 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3251508.000000 Penalty: 5041.976074
	Iteration 2Q: 3 clusters Score -3251508 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3252106.750000 Penalty: 5041.976074
	Iteration 3Q: 3 clusters Score -3252107 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3252890.250000 Penalty: 5041.976074
	Iteration 4F: 3 clusters Score -3252890 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3253855.750000 Penalty: 5041.976074
	Iteration 5F: 3 clusters Score -3253856 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3254999.250000 Penalty: 5041.976074
	Iteration 6F: 3 clusters Score -3254999 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3256152.250000 Penalty: 5041.976074
	Iteration 7F: 3 clusters Score -3256152 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3257205.000000 Penalty: 5041.976074
	Iteration 8F: 3 clusters Score -3257205 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3257987.250000 Penalty: 5041.976074
	Iteration 9Q: 3 clusters Score -3257987 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3258459.750000 Penalty: 5041.976074
	Iteration 10Q: 3 clusters Score -3258460 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3258738.000000 Penalty: 5041.976074
	Iteration 11Q: 3 clusters Score -3258738 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3258936.500000 Penalty: 5041.976074
	Iteration 12Q: 3 clusters Score -3258936 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3259093.750000 Penalty: 5041.976074
	Iteration 13Q: 3 clusters Score -3259094 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3259238.250000 Penalty: 5041.976074
	Iteration 14Q: 3 clusters Score -3259238 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3259364.500000 Penalty: 5041.976074
	Iteration 15Q: 3 clusters Score -3259364 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3259472.750000 Penalty: 5041.976074
	Iteration 16Q: 3 clusters Score -3259473 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3259553.000000 Penalty: 5041.976074
	Iteration 17Q: 3 clusters Score -3259553 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3259660.000000 Penalty: 5041.976074
	Iteration 18Q: 3 clusters Score -3259660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3259757.000000 Penalty: 5041.976074
	Iteration 19Q: 3 clusters Score -3259757 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3259862.000000 Penalty: 5041.976074
	Iteration 20F: 3 clusters Score -3259862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3259954.250000 Penalty: 5041.976074
	Iteration 21Q: 3 clusters Score -3259954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3260021.250000 Penalty: 5041.976074
	Iteration 22Q: 3 clusters Score -3260021 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3260092.250000 Penalty: 5041.976074
	Iteration 23Q: 3 clusters Score -3260092 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3260150.250000 Penalty: 5041.976074
	Iteration 24Q: 3 clusters Score -3260150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3260213.250000 Penalty: 5041.976074
	Iteration 25Q: 3 clusters Score -3260213 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3260268.750000 Penalty: 5041.976074
	Iteration 26Q: 3 clusters Score -3260269 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3260317.750000 Penalty: 5041.976074
	Iteration 27Q: 3 clusters Score -3260318 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3260366.750000 Penalty: 5041.976074
	Iteration 28Q: 3 clusters Score -3260367 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3260402.250000 Penalty: 5041.976074
	Iteration 29Q: 3 clusters Score -3260402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3260437.000000 Penalty: 5041.976074
	Iteration 30Q: 3 clusters Score -3260437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3260470.250000 Penalty: 5041.976074
	Iteration 31Q: 3 clusters Score -3260470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3260489.750000 Penalty: 5041.976074
	Iteration 32Q: 3 clusters Score -3260490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3260517.000000 Penalty: 5041.976074
	Iteration 33Q: 3 clusters Score -3260517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3260548.250000 Penalty: 5041.976074
	Iteration 34Q: 3 clusters Score -3260548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3260577.500000 Penalty: 5041.976074
	Iteration 35Q: 3 clusters Score -3260578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3260594.000000 Penalty: 5041.976074
	Iteration 36Q: 3 clusters Score -3260594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3260612.250000 Penalty: 5041.976074
	Iteration 37Q: 3 clusters Score -3260612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3260623.250000 Penalty: 5041.976074
	Iteration 38Q: 3 clusters Score -3260623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3260636.750000 Penalty: 5041.976074
	Iteration 39Q: 3 clusters Score -3260637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3260648.750000 Penalty: 5041.976074
	Iteration 40F: 3 clusters Score -3260649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3260660.750000 Penalty: 5041.976074
	Iteration 41Q: 3 clusters Score -3260661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3260665.500000 Penalty: 5041.976074
	Iteration 42Q: 3 clusters Score -3260666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3260674.250000 Penalty: 5041.976074
	Iteration 43Q: 3 clusters Score -3260674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3260678.750000 Penalty: 5041.976074
	Iteration 44Q: 3 clusters Score -3260679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3260683.000000 Penalty: 5041.976074
	Iteration 45Q: 3 clusters Score -3260683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3260686.750000 Penalty: 5041.976074
	Iteration 46Q: 3 clusters Score -3260687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3260699.750000 Penalty: 5041.976074
	Iteration 47Q: 3 clusters Score -3260700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3260707.000000 Penalty: 5041.976074
	Iteration 48Q: 3 clusters Score -3260707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3260716.500000 Penalty: 5041.976074
	Iteration 49Q: 3 clusters Score -3260716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3260728.250000 Penalty: 5041.976074
	Iteration 50Q: 3 clusters Score -3260728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3260734.000000 Penalty: 5041.976074
	Iteration 51Q: 3 clusters Score -3260734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3260735.000000 Penalty: 5041.976074
	Iteration 52Q: 3 clusters Score -3260735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3260745.500000 Penalty: 5041.976074
	Iteration 53Q: 3 clusters Score -3260746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3260749.500000 Penalty: 5041.976074
	Iteration 54Q: 3 clusters Score -3260750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3260765.250000 Penalty: 5041.976074
	Iteration 55Q: 3 clusters Score -3260765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3260762.000000 Penalty: 5041.976074
	Iteration 56Q: 3 clusters Score -3260762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3260770.000000 Penalty: 5041.976074
	Iteration 57Q: 3 clusters Score -3260770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3260771.250000 Penalty: 5041.976074
	Iteration 58Q: 3 clusters Score -3260771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3260771.000000 Penalty: 5041.976074
	Iteration 59Q: 3 clusters Score -3260771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3260776.250000 Penalty: 5041.976074
	Iteration 60F: 3 clusters Score -3260776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3260775.000000 Penalty: 5041.976074
	Iteration 61Q: 3 clusters Score -3260775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3260781.750000 Penalty: 5041.976074
	Iteration 62Q: 3 clusters Score -3260782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3260785.750000 Penalty: 5041.976074
	Iteration 63Q: 3 clusters Score -3260786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3260785.000000 Penalty: 5041.976074
	Iteration 64Q: 3 clusters Score -3260785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3260794.000000 Penalty: 5041.976074
	Iteration 65Q: 3 clusters Score -3260794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3260799.000000 Penalty: 5041.976074
	Iteration 66Q: 3 clusters Score -3260799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3260807.250000 Penalty: 5041.976074
	Iteration 67Q: 3 clusters Score -3260807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3260814.000000 Penalty: 5041.976074
	Iteration 68Q: 3 clusters Score -3260814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3260819.500000 Penalty: 5041.976074
	Iteration 69Q: 3 clusters Score -3260820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3260822.500000 Penalty: 5041.976074
	Iteration 70Q: 3 clusters Score -3260822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3260823.250000 Penalty: 5041.976074
	Iteration 71Q: 3 clusters Score -3260823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3260825.500000 Penalty: 5041.976074
	Iteration 72Q: 3 clusters Score -3260826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3260828.500000 Penalty: 5041.976074
	Iteration 73Q: 3 clusters Score -3260828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3260830.000000 Penalty: 5041.976074
	Iteration 74Q: 3 clusters Score -3260830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3260829.250000 Penalty: 5041.976074
	Iteration 75Q: 3 clusters Score -3260829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3260828.500000 Penalty: 5041.976074
	Iteration 76Q: 3 clusters Score -3260828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3260829.500000 Penalty: 5041.976074
	Iteration 77Q: 3 clusters Score -3260830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3260836.250000 Penalty: 5041.976074
	Iteration 78Q: 3 clusters Score -3260836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3260841.250000 Penalty: 5041.976074
	Iteration 79Q: 3 clusters Score -3260841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3260845.000000 Penalty: 5041.976074
	Iteration 80F: 3 clusters Score -3260845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3260845.500000 Penalty: 5041.976074
	Iteration 81Q: 3 clusters Score -3260846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3260841.500000 Penalty: 5041.976074
	Iteration 82Q: 3 clusters Score -3260842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3260840.000000 Penalty: 5041.976074
	Iteration 83Q: 3 clusters Score -3260840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3260845.750000 Penalty: 5041.976074
	Iteration 84Q: 3 clusters Score -3260846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3260841.750000 Penalty: 5041.976074
	Iteration 85Q: 3 clusters Score -3260842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3260840.750000 Penalty: 5041.976074
	Iteration 86Q: 3 clusters Score -3260841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3260840.750000 Penalty: 5041.976074
	Iteration 87F: 3 clusters Score -3260841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (167491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167491 members 
Entering Unmasked Estep 
Score: -20704436.000000 Penalty: 2983.113770
	Iteration 0F: 2 clusters Score -2.070444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -20592056.000000 Penalty: 5966.227539
	Iteration 0F: 3 clusters Score -2.059206e+07 nChanged 80214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -20639260.000000 Penalty: 5966.227539
	Iteration 1F: 3 clusters Score -2.063926e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -20640910.000000 Penalty: 5966.227539
	Iteration 2Q: 3 clusters Score -2.064091e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -20643206.000000 Penalty: 5966.227539
	Iteration 3Q: 3 clusters Score -2.064321e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -20647244.000000 Penalty: 5966.227539
	Iteration 4Q: 3 clusters Score -2.064724e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -20652496.000000 Penalty: 5966.227539
	Iteration 5F: 3 clusters Score -2.06525e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -20658380.000000 Penalty: 5966.227539
	Iteration 6F: 3 clusters Score -2.065838e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -20663784.000000 Penalty: 5966.227539
	Iteration 7F: 3 clusters Score -2.066378e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -20668108.000000 Penalty: 5966.227539
	Iteration 8F: 3 clusters Score -2.066811e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -20671150.000000 Penalty: 5966.227539
	Iteration 9Q: 3 clusters Score -2.067115e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119975 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -20673798.000000 Penalty: 5966.227539
	Iteration 10Q: 3 clusters Score -2.06738e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126051 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -20676668.000000 Penalty: 5966.227539
	Iteration 11Q: 3 clusters Score -2.067667e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -20679658.000000 Penalty: 5966.227539
	Iteration 12Q: 3 clusters Score -2.067966e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -20683418.000000 Penalty: 5966.227539
	Iteration 13Q: 3 clusters Score -2.068342e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -20687600.000000 Penalty: 5966.227539
	Iteration 14Q: 3 clusters Score -2.06876e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151684 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -20691748.000000 Penalty: 5966.227539
	Iteration 15Q: 3 clusters Score -2.069175e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -20695536.000000 Penalty: 5966.227539
	Iteration 16Q: 3 clusters Score -2.069554e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160379 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -20698210.000000 Penalty: 5966.227539
	Iteration 17Q: 3 clusters Score -2.069821e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -20699770.000000 Penalty: 5966.227539
	Iteration 18Q: 3 clusters Score -2.069977e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20700772.000000 Penalty: 5966.227539
	Iteration 19Q: 3 clusters Score -2.070077e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20701270.000000 Penalty: 5966.227539
	Iteration 20F: 3 clusters Score -2.070127e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20701594.000000 Penalty: 5966.227539
	Iteration 21Q: 3 clusters Score -2.070159e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165973 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20701724.000000 Penalty: 5966.227539
	Iteration 22Q: 3 clusters Score -2.070172e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20701810.000000 Penalty: 5966.227539
	Iteration 23Q: 3 clusters Score -2.070181e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20701888.000000 Penalty: 5966.227539
	Iteration 24Q: 3 clusters Score -2.070189e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166415 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20701978.000000 Penalty: 5966.227539
	Iteration 25Q: 3 clusters Score -2.070198e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166478 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20702046.000000 Penalty: 5966.227539
	Iteration 26Q: 3 clusters Score -2.070205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -20702074.000000 Penalty: 5966.227539
	Iteration 27Q: 3 clusters Score -2.070207e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20702064.000000 Penalty: 5966.227539
	Iteration 28Q: 3 clusters Score -2.070206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20702084.000000 Penalty: 5966.227539
	Iteration 29Q: 3 clusters Score -2.070208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -20702108.000000 Penalty: 5966.227539
	Iteration 30Q: 3 clusters Score -2.070211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20702116.000000 Penalty: 5966.227539
	Iteration 31Q: 3 clusters Score -2.070212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20702132.000000 Penalty: 5966.227539
	Iteration 32Q: 3 clusters Score -2.070213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20702134.000000 Penalty: 5966.227539
	Iteration 33Q: 3 clusters Score -2.070213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20702146.000000 Penalty: 5966.227539
	Iteration 34Q: 3 clusters Score -2.070215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20702140.000000 Penalty: 5966.227539
	Iteration 35Q: 3 clusters Score -2.070214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20702142.000000 Penalty: 5966.227539
	Iteration 36Q: 3 clusters Score -2.070214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20702142.000000 Penalty: 5966.227539
	Iteration 37Q: 3 clusters Score -2.070214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166614 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -20702144.000000 Penalty: 5966.227539
	Iteration 38Q: 3 clusters Score -2.070214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20702136.000000 Penalty: 5966.227539
	Iteration 39Q: 3 clusters Score -2.070214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20702142.000000 Penalty: 5966.227539
	Iteration 40F: 3 clusters Score -2.070214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20702130.000000 Penalty: 5966.227539
	Iteration 41Q: 3 clusters Score -2.070213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20702128.000000 Penalty: 5966.227539
	Iteration 42Q: 3 clusters Score -2.070213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20702128.000000 Penalty: 5966.227539
	Iteration 43F: 3 clusters Score -2.070213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Entering Unmasked Estep 
Score: -13910437.000000 Penalty: 2879.423584
	Iteration 0F: 2 clusters Score -1.391044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -13836866.000000 Penalty: 5758.847168
	Iteration 0F: 3 clusters Score -1.383687e+07 nChanged 52267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -13867401.000000 Penalty: 5758.847168
	Iteration 1F: 3 clusters Score -1.38674e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -13868787.000000 Penalty: 5758.847168
	Iteration 2Q: 3 clusters Score -1.386879e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -13871156.000000 Penalty: 5758.847168
	Iteration 3Q: 3 clusters Score -1.387116e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -13874713.000000 Penalty: 5758.847168
	Iteration 4F: 3 clusters Score -1.387471e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -13879870.000000 Penalty: 5758.847168
	Iteration 5F: 3 clusters Score -1.387987e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -13885967.000000 Penalty: 5758.847168
	Iteration 6F: 3 clusters Score -1.388597e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -13892288.000000 Penalty: 5758.847168
	Iteration 7F: 3 clusters Score -1.389229e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -13897321.000000 Penalty: 5758.847168
	Iteration 8F: 3 clusters Score -1.389732e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -13900596.000000 Penalty: 5758.847168
	Iteration 9Q: 3 clusters Score -1.39006e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -13902656.000000 Penalty: 5758.847168
	Iteration 10Q: 3 clusters Score -1.390266e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -13903895.000000 Penalty: 5758.847168
	Iteration 11Q: 3 clusters Score -1.39039e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -13904804.000000 Penalty: 5758.847168
	Iteration 12Q: 3 clusters Score -1.39048e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -13905516.000000 Penalty: 5758.847168
	Iteration 13Q: 3 clusters Score -1.390552e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -13905998.000000 Penalty: 5758.847168
	Iteration 14Q: 3 clusters Score -1.3906e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -13906516.000000 Penalty: 5758.847168
	Iteration 15Q: 3 clusters Score -1.390652e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -13906870.000000 Penalty: 5758.847168
	Iteration 16Q: 3 clusters Score -1.390687e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -13907252.000000 Penalty: 5758.847168
	Iteration 17Q: 3 clusters Score -1.390725e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -13907508.000000 Penalty: 5758.847168
	Iteration 18Q: 3 clusters Score -1.390751e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -13907688.000000 Penalty: 5758.847168
	Iteration 19Q: 3 clusters Score -1.390769e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -13907897.000000 Penalty: 5758.847168
	Iteration 20F: 3 clusters Score -1.39079e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -13908081.000000 Penalty: 5758.847168
	Iteration 21Q: 3 clusters Score -1.390808e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -13908271.000000 Penalty: 5758.847168
	Iteration 22Q: 3 clusters Score -1.390827e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -13908355.000000 Penalty: 5758.847168
	Iteration 23Q: 3 clusters Score -1.390836e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -13908494.000000 Penalty: 5758.847168
	Iteration 24Q: 3 clusters Score -1.390849e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13908597.000000 Penalty: 5758.847168
	Iteration 25Q: 3 clusters Score -1.39086e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -13908803.000000 Penalty: 5758.847168
	Iteration 26Q: 3 clusters Score -1.39088e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -13908933.000000 Penalty: 5758.847168
	Iteration 27Q: 3 clusters Score -1.390893e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -13909051.000000 Penalty: 5758.847168
	Iteration 28Q: 3 clusters Score -1.390905e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13909185.000000 Penalty: 5758.847168
	Iteration 29Q: 3 clusters Score -1.390918e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -13909267.000000 Penalty: 5758.847168
	Iteration 30Q: 3 clusters Score -1.390927e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13909356.000000 Penalty: 5758.847168
	Iteration 31Q: 3 clusters Score -1.390936e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -13909426.000000 Penalty: 5758.847168
	Iteration 32Q: 3 clusters Score -1.390943e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -13909478.000000 Penalty: 5758.847168
	Iteration 33Q: 3 clusters Score -1.390948e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -13909512.000000 Penalty: 5758.847168
	Iteration 34Q: 3 clusters Score -1.390951e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13909592.000000 Penalty: 5758.847168
	Iteration 35Q: 3 clusters Score -1.390959e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13909663.000000 Penalty: 5758.847168
	Iteration 36Q: 3 clusters Score -1.390966e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -13909726.000000 Penalty: 5758.847168
	Iteration 37Q: 3 clusters Score -1.390973e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -13909779.000000 Penalty: 5758.847168
	Iteration 38Q: 3 clusters Score -1.390978e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -13909781.000000 Penalty: 5758.847168
	Iteration 39Q: 3 clusters Score -1.390978e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -13909928.000000 Penalty: 5758.847168
	Iteration 40F: 3 clusters Score -1.390993e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -13910083.000000 Penalty: 5758.847168
	Iteration 41Q: 3 clusters Score -1.391008e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -13910186.000000 Penalty: 5758.847168
	Iteration 42Q: 3 clusters Score -1.391019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -13910288.000000 Penalty: 5758.847168
	Iteration 43Q: 3 clusters Score -1.391029e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -13910440.000000 Penalty: 5758.847168
	Iteration 44Q: 3 clusters Score -1.391044e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13910546.000000 Penalty: 5758.847168
	Iteration 45Q: 3 clusters Score -1.391055e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -13910668.000000 Penalty: 5758.847168
	Iteration 46Q: 3 clusters Score -1.391067e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -13910755.000000 Penalty: 5758.847168
	Iteration 47Q: 3 clusters Score -1.391076e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -13910854.000000 Penalty: 5758.847168
	Iteration 48Q: 3 clusters Score -1.391085e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -13910907.000000 Penalty: 5758.847168
	Iteration 49Q: 3 clusters Score -1.391091e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104713 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -13910984.000000 Penalty: 5758.847168
	Iteration 50Q: 3 clusters Score -1.391098e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -13911027.000000 Penalty: 5758.847168
	Iteration 51Q: 3 clusters Score -1.391103e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -13911103.000000 Penalty: 5758.847168
	Iteration 52Q: 3 clusters Score -1.39111e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -13911149.000000 Penalty: 5758.847168
	Iteration 53Q: 3 clusters Score -1.391115e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -13911190.000000 Penalty: 5758.847168
	Iteration 54Q: 3 clusters Score -1.391119e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -13911267.000000 Penalty: 5758.847168
	Iteration 55Q: 3 clusters Score -1.391127e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -13911245.000000 Penalty: 5758.847168
	Iteration 56Q: 3 clusters Score -1.391124e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -13911286.000000 Penalty: 5758.847168
	Iteration 57Q: 3 clusters Score -1.391129e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -13911304.000000 Penalty: 5758.847168
	Iteration 58Q: 3 clusters Score -1.39113e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -13911322.000000 Penalty: 5758.847168
	Iteration 59Q: 3 clusters Score -1.391132e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -13911400.000000 Penalty: 5758.847168
	Iteration 60F: 3 clusters Score -1.39114e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -13911452.000000 Penalty: 5758.847168
	Iteration 61Q: 3 clusters Score -1.391145e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -13911519.000000 Penalty: 5758.847168
	Iteration 62Q: 3 clusters Score -1.391152e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -13911599.000000 Penalty: 5758.847168
	Iteration 63Q: 3 clusters Score -1.39116e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -13911621.000000 Penalty: 5758.847168
	Iteration 64Q: 3 clusters Score -1.391162e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -13911637.000000 Penalty: 5758.847168
	Iteration 65Q: 3 clusters Score -1.391164e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -13911707.000000 Penalty: 5758.847168
	Iteration 66Q: 3 clusters Score -1.391171e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -13911777.000000 Penalty: 5758.847168
	Iteration 67Q: 3 clusters Score -1.391178e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -13911891.000000 Penalty: 5758.847168
	Iteration 68Q: 3 clusters Score -1.391189e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -13911944.000000 Penalty: 5758.847168
	Iteration 69Q: 3 clusters Score -1.391194e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -13911992.000000 Penalty: 5758.847168
	Iteration 70Q: 3 clusters Score -1.391199e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -13912045.000000 Penalty: 5758.847168
	Iteration 71Q: 3 clusters Score -1.391204e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -13912148.000000 Penalty: 5758.847168
	Iteration 72Q: 3 clusters Score -1.391215e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -13912193.000000 Penalty: 5758.847168
	Iteration 73Q: 3 clusters Score -1.391219e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -13912187.000000 Penalty: 5758.847168
	Iteration 74Q: 3 clusters Score -1.391219e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -13912234.000000 Penalty: 5758.847168
	Iteration 75Q: 3 clusters Score -1.391223e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -13912307.000000 Penalty: 5758.847168
	Iteration 76Q: 3 clusters Score -1.391231e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -13912328.000000 Penalty: 5758.847168
	Iteration 77Q: 3 clusters Score -1.391233e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -13912399.000000 Penalty: 5758.847168
	Iteration 78Q: 3 clusters Score -1.39124e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -13912419.000000 Penalty: 5758.847168
	Iteration 79Q: 3 clusters Score -1.391242e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -13912459.000000 Penalty: 5758.847168
	Iteration 80F: 3 clusters Score -1.391246e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -13912426.000000 Penalty: 5758.847168
	Iteration 81Q: 3 clusters Score -1.391243e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -13912448.000000 Penalty: 5758.847168
	Iteration 82Q: 3 clusters Score -1.391245e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -13912441.000000 Penalty: 5758.847168
	Iteration 83Q: 3 clusters Score -1.391244e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -13912448.000000 Penalty: 5758.847168
	Iteration 84Q: 3 clusters Score -1.391245e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -13912449.000000 Penalty: 5758.847168
	Iteration 85Q: 3 clusters Score -1.391245e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -13912458.000000 Penalty: 5758.847168
	Iteration 86Q: 3 clusters Score -1.391246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -13912478.000000 Penalty: 5758.847168
	Iteration 87Q: 3 clusters Score -1.391248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -13912488.000000 Penalty: 5758.847168
	Iteration 88Q: 3 clusters Score -1.391249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -13912492.000000 Penalty: 5758.847168
	Iteration 89Q: 3 clusters Score -1.391249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -13912481.000000 Penalty: 5758.847168
	Iteration 90Q: 3 clusters Score -1.391248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -13912500.000000 Penalty: 5758.847168
	Iteration 91Q: 3 clusters Score -1.39125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -13912515.000000 Penalty: 5758.847168
	Iteration 92Q: 3 clusters Score -1.391252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -13912521.000000 Penalty: 5758.847168
	Iteration 93Q: 3 clusters Score -1.391252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -13912518.000000 Penalty: 5758.847168
	Iteration 94Q: 3 clusters Score -1.391252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -13912530.000000 Penalty: 5758.847168
	Iteration 95Q: 3 clusters Score -1.391253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -13912538.000000 Penalty: 5758.847168
	Iteration 96Q: 3 clusters Score -1.391254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -13912530.000000 Penalty: 5758.847168
	Iteration 97Q: 3 clusters Score -1.391253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -13912547.000000 Penalty: 5758.847168
	Iteration 98Q: 3 clusters Score -1.391255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -13912537.000000 Penalty: 5758.847168
	Iteration 99Q: 3 clusters Score -1.391254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -13912538.000000 Penalty: 5758.847168
	Iteration 100F: 3 clusters Score -1.391254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -13912533.000000 Penalty: 5758.847168
	Iteration 101Q: 3 clusters Score -1.391253e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -13912542.000000 Penalty: 5758.847168
	Iteration 102Q: 3 clusters Score -1.391254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -13912546.000000 Penalty: 5758.847168
	Iteration 103Q: 3 clusters Score -1.391255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -13912536.000000 Penalty: 5758.847168
	Iteration 104Q: 3 clusters Score -1.391254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -13912542.000000 Penalty: 5758.847168
	Iteration 105Q: 3 clusters Score -1.391254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -13912545.000000 Penalty: 5758.847168
	Iteration 106Q: 3 clusters Score -1.391254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -13912542.000000 Penalty: 5758.847168
	Iteration 107Q: 3 clusters Score -1.391254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -13912534.000000 Penalty: 5758.847168
	Iteration 108Q: 3 clusters Score -1.391253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -13912541.000000 Penalty: 5758.847168
	Iteration 109Q: 3 clusters Score -1.391254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -13912546.000000 Penalty: 5758.847168
	Iteration 110Q: 3 clusters Score -1.391255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -13912526.000000 Penalty: 5758.847168
	Iteration 111Q: 3 clusters Score -1.391253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -13912523.000000 Penalty: 5758.847168
	Iteration 112Q: 3 clusters Score -1.391252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -13912528.000000 Penalty: 5758.847168
	Iteration 113Q: 3 clusters Score -1.391253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -13912522.000000 Penalty: 5758.847168
	Iteration 114Q: 3 clusters Score -1.391252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -13912532.000000 Penalty: 5758.847168
	Iteration 115Q: 3 clusters Score -1.391253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -13912539.000000 Penalty: 5758.847168
	Iteration 116Q: 3 clusters Score -1.391254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -13912529.000000 Penalty: 5758.847168
	Iteration 117Q: 3 clusters Score -1.391253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -13912533.000000 Penalty: 5758.847168
	Iteration 118Q: 3 clusters Score -1.391253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -13912531.000000 Penalty: 5758.847168
	Iteration 119Q: 3 clusters Score -1.391253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -13912529.000000 Penalty: 5758.847168
	Iteration 120F: 3 clusters Score -1.391253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -13912529.000000 Penalty: 5758.847168
	Iteration 121Q: 3 clusters Score -1.391253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -13912527.000000 Penalty: 5758.847168
	Iteration 122Q: 3 clusters Score -1.391253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -13912527.000000 Penalty: 5758.847168
	Iteration 123Q: 3 clusters Score -1.391253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -13912526.000000 Penalty: 5758.847168
	Iteration 124Q: 3 clusters Score -1.391253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -13912526.000000 Penalty: 5758.847168
	Iteration 125F: 3 clusters Score -1.391253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Entering Unmasked Estep 
Score: -141990768.000000 Penalty: 155939.671875
Splitting cluster 12 changes total score from -141989552.000000 to -141990768.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (314395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314395 members 
Entering Unmasked Estep 
Score: -39418560.000000 Penalty: 3139.284424
	Iteration 0F: 2 clusters Score -3.941856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -39218872.000000 Penalty: 6278.568848
	Iteration 0F: 3 clusters Score -3.921887e+07 nChanged 152720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -39309900.000000 Penalty: 6278.568848
	Iteration 1F: 3 clusters Score -3.93099e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -39312004.000000 Penalty: 6278.568848
	Iteration 2Q: 3 clusters Score -3.9312e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162816 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -39314824.000000 Penalty: 6278.568848
	Iteration 3Q: 3 clusters Score -3.931482e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -39318360.000000 Penalty: 6278.568848
	Iteration 4Q: 3 clusters Score -3.931836e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 146397 members 
Entering Unmasked Estep 
Score: -39323520.000000 Penalty: 6278.568848
	Iteration 5Q: 3 clusters Score -3.932352e+07 nChanged 14718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 142725 members 
Entering Unmasked Estep 
Score: -39330848.000000 Penalty: 6278.568848
	Iteration 6Q: 3 clusters Score -3.933085e+07 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -39340476.000000 Penalty: 6278.568848
	Iteration 7F: 3 clusters Score -3.934048e+07 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 134808 members 
Entering Unmasked Estep 
Score: -39352660.000000 Penalty: 6278.568848
	Iteration 8F: 3 clusters Score -3.935266e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182471 members 
Mstep: Class 2 contains 131924 members 
Entering Unmasked Estep 
Score: -39364388.000000 Penalty: 6278.568848
	Iteration 9F: 3 clusters Score -3.936439e+07 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -39370864.000000 Penalty: 6278.568848
	Iteration 10Q: 3 clusters Score -3.937086e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186212 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -39373544.000000 Penalty: 6278.568848
	Iteration 11Q: 3 clusters Score -3.937354e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -39374392.000000 Penalty: 6278.568848
	Iteration 12Q: 3 clusters Score -3.937439e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189816 members 
Mstep: Class 2 contains 124579 members 
Entering Unmasked Estep 
Score: -39374708.000000 Penalty: 6278.568848
	Iteration 13Q: 3 clusters Score -3.937471e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -39374964.000000 Penalty: 6278.568848
	Iteration 14Q: 3 clusters Score -3.937496e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194070 members 
Mstep: Class 2 contains 120325 members 
Entering Unmasked Estep 
Score: -39375200.000000 Penalty: 6278.568848
	Iteration 15Q: 3 clusters Score -3.93752e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196477 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -39375568.000000 Penalty: 6278.568848
	Iteration 16Q: 3 clusters Score -3.937557e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -39375916.000000 Penalty: 6278.568848
	Iteration 17Q: 3 clusters Score -3.937592e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -39376308.000000 Penalty: 6278.568848
	Iteration 18Q: 3 clusters Score -3.937631e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205370 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -39376700.000000 Penalty: 6278.568848
	Iteration 19Q: 3 clusters Score -3.93767e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208713 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -39377128.000000 Penalty: 6278.568848
	Iteration 20F: 3 clusters Score -3.937713e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212230 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -39377840.000000 Penalty: 6278.568848
	Iteration 21Q: 3 clusters Score -3.937784e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216053 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -39378420.000000 Penalty: 6278.568848
	Iteration 22Q: 3 clusters Score -3.937842e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220013 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -39379288.000000 Penalty: 6278.568848
	Iteration 23Q: 3 clusters Score -3.937929e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -39380188.000000 Penalty: 6278.568848
	Iteration 24Q: 3 clusters Score -3.938019e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228654 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -39381100.000000 Penalty: 6278.568848
	Iteration 25Q: 3 clusters Score -3.93811e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233121 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -39382440.000000 Penalty: 6278.568848
	Iteration 26Q: 3 clusters Score -3.938244e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237742 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -39383728.000000 Penalty: 6278.568848
	Iteration 27Q: 3 clusters Score -3.938373e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242443 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -39384712.000000 Penalty: 6278.568848
	Iteration 28Q: 3 clusters Score -3.938471e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247040 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -39385824.000000 Penalty: 6278.568848
	Iteration 29Q: 3 clusters Score -3.938582e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -39386912.000000 Penalty: 6278.568848
	Iteration 30Q: 3 clusters Score -3.938691e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256120 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -39387760.000000 Penalty: 6278.568848
	Iteration 31Q: 3 clusters Score -3.938776e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260677 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -39389164.000000 Penalty: 6278.568848
	Iteration 32Q: 3 clusters Score -3.938916e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265049 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -39390472.000000 Penalty: 6278.568848
	Iteration 33Q: 3 clusters Score -3.939047e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269292 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -39391900.000000 Penalty: 6278.568848
	Iteration 34Q: 3 clusters Score -3.93919e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273488 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -39393392.000000 Penalty: 6278.568848
	Iteration 35Q: 3 clusters Score -3.939339e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277604 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -39394756.000000 Penalty: 6278.568848
	Iteration 36Q: 3 clusters Score -3.939476e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281595 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -39396312.000000 Penalty: 6278.568848
	Iteration 37Q: 3 clusters Score -3.939631e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285412 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -39398148.000000 Penalty: 6278.568848
	Iteration 38Q: 3 clusters Score -3.939815e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289048 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -39400048.000000 Penalty: 6278.568848
	Iteration 39Q: 3 clusters Score -3.940005e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292364 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -39401756.000000 Penalty: 6278.568848
	Iteration 40F: 3 clusters Score -3.940176e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295434 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -39403624.000000 Penalty: 6278.568848
	Iteration 41Q: 3 clusters Score -3.940362e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298270 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -39405416.000000 Penalty: 6278.568848
	Iteration 42Q: 3 clusters Score -3.940542e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300720 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -39406812.000000 Penalty: 6278.568848
	Iteration 43Q: 3 clusters Score -3.940681e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302892 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -39408240.000000 Penalty: 6278.568848
	Iteration 44Q: 3 clusters Score -3.940824e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304760 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -39409424.000000 Penalty: 6278.568848
	Iteration 45Q: 3 clusters Score -3.940942e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306366 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -39410564.000000 Penalty: 6278.568848
	Iteration 46Q: 3 clusters Score -3.941056e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -39411372.000000 Penalty: 6278.568848
	Iteration 47Q: 3 clusters Score -3.941137e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308785 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -39412224.000000 Penalty: 6278.568848
	Iteration 48Q: 3 clusters Score -3.941222e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309655 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -39412900.000000 Penalty: 6278.568848
	Iteration 49Q: 3 clusters Score -3.94129e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310342 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -39413416.000000 Penalty: 6278.568848
	Iteration 50Q: 3 clusters Score -3.941342e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310879 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -39413804.000000 Penalty: 6278.568848
	Iteration 51Q: 3 clusters Score -3.94138e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311316 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -39414136.000000 Penalty: 6278.568848
	Iteration 52Q: 3 clusters Score -3.941414e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311651 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -39414368.000000 Penalty: 6278.568848
	Iteration 53Q: 3 clusters Score -3.941437e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311936 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -39414612.000000 Penalty: 6278.568848
	Iteration 54Q: 3 clusters Score -3.941461e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312160 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -39414864.000000 Penalty: 6278.568848
	Iteration 55Q: 3 clusters Score -3.941486e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312338 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -39415040.000000 Penalty: 6278.568848
	Iteration 56Q: 3 clusters Score -3.941504e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312476 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -39415192.000000 Penalty: 6278.568848
	Iteration 57Q: 3 clusters Score -3.941519e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312589 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -39415268.000000 Penalty: 6278.568848
	Iteration 58Q: 3 clusters Score -3.941527e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312678 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -39415328.000000 Penalty: 6278.568848
	Iteration 59Q: 3 clusters Score -3.941533e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312751 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -39415396.000000 Penalty: 6278.568848
	Iteration 60F: 3 clusters Score -3.94154e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312816 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -39415420.000000 Penalty: 6278.568848
	Iteration 61Q: 3 clusters Score -3.941542e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312853 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -39415480.000000 Penalty: 6278.568848
	Iteration 62Q: 3 clusters Score -3.941548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312883 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -39415524.000000 Penalty: 6278.568848
	Iteration 63Q: 3 clusters Score -3.941552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312920 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -39415584.000000 Penalty: 6278.568848
	Iteration 64Q: 3 clusters Score -3.941558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312956 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -39415636.000000 Penalty: 6278.568848
	Iteration 65Q: 3 clusters Score -3.941564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312991 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -39415708.000000 Penalty: 6278.568848
	Iteration 66Q: 3 clusters Score -3.941571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313029 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -39415692.000000 Penalty: 6278.568848
	Iteration 67Q: 3 clusters Score -3.941569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313048 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -39415664.000000 Penalty: 6278.568848
	Iteration 68Q: 3 clusters Score -3.941566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313068 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -39415700.000000 Penalty: 6278.568848
	Iteration 69Q: 3 clusters Score -3.94157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313087 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -39415716.000000 Penalty: 6278.568848
	Iteration 70Q: 3 clusters Score -3.941572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313094 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -39415712.000000 Penalty: 6278.568848
	Iteration 71Q: 3 clusters Score -3.941571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313100 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -39415720.000000 Penalty: 6278.568848
	Iteration 72Q: 3 clusters Score -3.941572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313108 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -39415724.000000 Penalty: 6278.568848
	Iteration 73Q: 3 clusters Score -3.941572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313111 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -39415708.000000 Penalty: 6278.568848
	Iteration 74Q: 3 clusters Score -3.941571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313117 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -39415732.000000 Penalty: 6278.568848
	Iteration 75Q: 3 clusters Score -3.941573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313121 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -39415720.000000 Penalty: 6278.568848
	Iteration 76Q: 3 clusters Score -3.941572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313126 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -39415740.000000 Penalty: 6278.568848
	Iteration 77Q: 3 clusters Score -3.941574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -39415736.000000 Penalty: 6278.568848
	Iteration 78Q: 3 clusters Score -3.941574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313130 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -39415744.000000 Penalty: 6278.568848
	Iteration 79Q: 3 clusters Score -3.941574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313129 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -39415736.000000 Penalty: 6278.568848
	Iteration 80F: 3 clusters Score -3.941574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -39415736.000000 Penalty: 6278.568848
	Iteration 81Q: 3 clusters Score -3.941574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313126 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -39415720.000000 Penalty: 6278.568848
	Iteration 82Q: 3 clusters Score -3.941572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313126 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -39415692.000000 Penalty: 6278.568848
	Iteration 83Q: 3 clusters Score -3.941569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -39415708.000000 Penalty: 6278.568848
	Iteration 84Q: 3 clusters Score -3.941571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -39415708.000000 Penalty: 6278.568848
	Iteration 85F: 3 clusters Score -3.941571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Entering Unmasked Estep 
Score: -777397.250000 Penalty: 2170.561768
	Iteration 0F: 2 clusters Score -777397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -772056.750000 Penalty: 4341.123535
	Iteration 0F: 3 clusters Score -772056.8 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -773584.937500 Penalty: 4341.123535
	Iteration 1F: 3 clusters Score -773584.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -773991.562500 Penalty: 4341.123535
	Iteration 2F: 3 clusters Score -773991.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -774362.375000 Penalty: 4341.123535
	Iteration 3F: 3 clusters Score -774362.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -774749.125000 Penalty: 4341.123535
	Iteration 4F: 3 clusters Score -774749.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -775074.687500 Penalty: 4341.123535
	Iteration 5F: 3 clusters Score -775074.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -775334.250000 Penalty: 4341.123535
	Iteration 6F: 3 clusters Score -775334.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -775487.625000 Penalty: 4341.123535
	Iteration 7Q: 3 clusters Score -775487.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -775580.687500 Penalty: 4341.123535
	Iteration 8Q: 3 clusters Score -775580.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -775635.375000 Penalty: 4341.123535
	Iteration 9Q: 3 clusters Score -775635.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -775662.625000 Penalty: 4341.123535
	Iteration 10Q: 3 clusters Score -775662.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -775682.937500 Penalty: 4341.123535
	Iteration 11Q: 3 clusters Score -775682.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -775695.562500 Penalty: 4341.123535
	Iteration 12Q: 3 clusters Score -775695.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -775703.687500 Penalty: 4341.123535
	Iteration 13Q: 3 clusters Score -775703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -775711.062500 Penalty: 4341.123535
	Iteration 14Q: 3 clusters Score -775711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -775713.812500 Penalty: 4341.123535
	Iteration 15Q: 3 clusters Score -775713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -775717.875000 Penalty: 4341.123535
	Iteration 16Q: 3 clusters Score -775717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -775720.312500 Penalty: 4341.123535
	Iteration 17Q: 3 clusters Score -775720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -775722.750000 Penalty: 4341.123535
	Iteration 18Q: 3 clusters Score -775722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -775722.312500 Penalty: 4341.123535
	Iteration 19Q: 3 clusters Score -775722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -775725.437500 Penalty: 4341.123535
	Iteration 20F: 3 clusters Score -775725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -775724.687500 Penalty: 4341.123535
	Iteration 21Q: 3 clusters Score -775724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -775725.437500 Penalty: 4341.123535
	Iteration 22Q: 3 clusters Score -775725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -775726.562500 Penalty: 4341.123535
	Iteration 23Q: 3 clusters Score -775726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -775727.125000 Penalty: 4341.123535
	Iteration 24Q: 3 clusters Score -775727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -775728.875000 Penalty: 4341.123535
	Iteration 25Q: 3 clusters Score -775728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -775729.437500 Penalty: 4341.123535
	Iteration 26Q: 3 clusters Score -775729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -775730.437500 Penalty: 4341.123535
	Iteration 27Q: 3 clusters Score -775730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -775732.437500 Penalty: 4341.123535
	Iteration 28Q: 3 clusters Score -775732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -775734.812500 Penalty: 4341.123535
	Iteration 29Q: 3 clusters Score -775734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -775733.687500 Penalty: 4341.123535
	Iteration 30Q: 3 clusters Score -775733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -775734.750000 Penalty: 4341.123535
	Iteration 31Q: 3 clusters Score -775734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -775737.187500 Penalty: 4341.123535
	Iteration 32Q: 3 clusters Score -775737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -775738.187500 Penalty: 4341.123535
	Iteration 33Q: 3 clusters Score -775738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -775737.187500 Penalty: 4341.123535
	Iteration 34Q: 3 clusters Score -775737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -775737.187500 Penalty: 4341.123535
	Iteration 35F: 3 clusters Score -775737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 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 378 members 
Entering Unmasked Estep 
Score: -77157.414062 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77157.41 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77472.671875 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77472.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77582.914062 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77582.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77642.492188 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77642.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77689.210938 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77689.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77706.703125 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77720.710938 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77720.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77744.101562 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -77744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77770.304688 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -77770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77801.585938 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -77801.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77841.507812 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -77841.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77892.296875 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -77892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77962.578125 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -77962.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78067.085938 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -78067.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78144.265625 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -78144.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78175.414062 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78175.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78203.671875 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -78203.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78242.304688 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -78242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78271.859375 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -78271.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78291.562500 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -78291.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78297.796875 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -78297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78307.070312 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -78307.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78307.070312 Penalty: 3272.860352
	Iteration 22F: 3 clusters Score -78307.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1419451.375000 Penalty: 2328.966553
	Iteration 0F: 2 clusters Score -1419451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1410485.125000 Penalty: 4657.933105
	Iteration 0F: 3 clusters Score -1410485 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1413286.875000 Penalty: 4657.933105
	Iteration 1F: 3 clusters Score -1413287 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1413662.875000 Penalty: 4657.933105
	Iteration 2F: 3 clusters Score -1413663 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1413976.375000 Penalty: 4657.933105
	Iteration 3F: 3 clusters Score -1413976 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1414235.625000 Penalty: 4657.933105
	Iteration 4Q: 3 clusters Score -1414236 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1414527.000000 Penalty: 4657.933105
	Iteration 5Q: 3 clusters Score -1414527 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1414828.625000 Penalty: 4657.933105
	Iteration 6Q: 3 clusters Score -1414829 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1415148.500000 Penalty: 4657.933105
	Iteration 7Q: 3 clusters Score -1415148 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1415515.875000 Penalty: 4657.933105
	Iteration 8Q: 3 clusters Score -1415516 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1415918.000000 Penalty: 4657.933105
	Iteration 9Q: 3 clusters Score -1415918 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1416330.000000 Penalty: 4657.933105
	Iteration 10Q: 3 clusters Score -1416330 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1416699.625000 Penalty: 4657.933105
	Iteration 11Q: 3 clusters Score -1416700 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1417041.000000 Penalty: 4657.933105
	Iteration 12Q: 3 clusters Score -1417041 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1417265.500000 Penalty: 4657.933105
	Iteration 13Q: 3 clusters Score -1417266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1417430.500000 Penalty: 4657.933105
	Iteration 14Q: 3 clusters Score -1417430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1417553.125000 Penalty: 4657.933105
	Iteration 15Q: 3 clusters Score -1417553 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1417634.625000 Penalty: 4657.933105
	Iteration 16Q: 3 clusters Score -1417635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1417696.500000 Penalty: 4657.933105
	Iteration 17Q: 3 clusters Score -1417696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1417754.125000 Penalty: 4657.933105
	Iteration 18Q: 3 clusters Score -1417754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1417808.250000 Penalty: 4657.933105
	Iteration 19Q: 3 clusters Score -1417808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1417851.750000 Penalty: 4657.933105
	Iteration 20F: 3 clusters Score -1417852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1417876.250000 Penalty: 4657.933105
	Iteration 21Q: 3 clusters Score -1417876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1417900.500000 Penalty: 4657.933105
	Iteration 22Q: 3 clusters Score -1417900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1417921.125000 Penalty: 4657.933105
	Iteration 23Q: 3 clusters Score -1417921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1417936.125000 Penalty: 4657.933105
	Iteration 24Q: 3 clusters Score -1417936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1417945.750000 Penalty: 4657.933105
	Iteration 25Q: 3 clusters Score -1417946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1417958.125000 Penalty: 4657.933105
	Iteration 26Q: 3 clusters Score -1417958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1417968.125000 Penalty: 4657.933105
	Iteration 27Q: 3 clusters Score -1417968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1417980.125000 Penalty: 4657.933105
	Iteration 28Q: 3 clusters Score -1417980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1417987.750000 Penalty: 4657.933105
	Iteration 29Q: 3 clusters Score -1417988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1417994.125000 Penalty: 4657.933105
	Iteration 30Q: 3 clusters Score -1417994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1417997.625000 Penalty: 4657.933105
	Iteration 31Q: 3 clusters Score -1417998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1418002.875000 Penalty: 4657.933105
	Iteration 32Q: 3 clusters Score -1418003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1418006.125000 Penalty: 4657.933105
	Iteration 33Q: 3 clusters Score -1418006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1418012.125000 Penalty: 4657.933105
	Iteration 34Q: 3 clusters Score -1418012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1418011.125000 Penalty: 4657.933105
	Iteration 35Q: 3 clusters Score -1418011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1418011.375000 Penalty: 4657.933105
	Iteration 36Q: 3 clusters Score -1418011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1418013.625000 Penalty: 4657.933105
	Iteration 37Q: 3 clusters Score -1418014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1418013.000000 Penalty: 4657.933105
	Iteration 38Q: 3 clusters Score -1418013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1418012.125000 Penalty: 4657.933105
	Iteration 39Q: 3 clusters Score -1418012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1418012.125000 Penalty: 4657.933105
	Iteration 40F: 3 clusters Score -1418012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -261510.953125 Penalty: 1938.071289
	Iteration 0F: 2 clusters Score -261511 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 1199 members 
Entering Unmasked Estep 
Score: -258638.984375 Penalty: 3876.142578
	Iteration 0F: 3 clusters Score -258639 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -259385.046875 Penalty: 3876.142578
	Iteration 1F: 3 clusters Score -259385 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259721.484375 Penalty: 3876.142578
	Iteration 2F: 3 clusters Score -259721.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -259986.093750 Penalty: 3876.142578
	Iteration 3F: 3 clusters Score -259986.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -260163.656250 Penalty: 3876.142578
	Iteration 4F: 3 clusters Score -260163.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -260282.000000 Penalty: 3876.142578
	Iteration 5Q: 3 clusters Score -260282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -260350.281250 Penalty: 3876.142578
	Iteration 6Q: 3 clusters Score -260350.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -260387.906250 Penalty: 3876.142578
	Iteration 7Q: 3 clusters Score -260387.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -260420.281250 Penalty: 3876.142578
	Iteration 8Q: 3 clusters Score -260420.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -260440.984375 Penalty: 3876.142578
	Iteration 9Q: 3 clusters Score -260441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260451.218750 Penalty: 3876.142578
	Iteration 10Q: 3 clusters Score -260451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -260460.390625 Penalty: 3876.142578
	Iteration 11Q: 3 clusters Score -260460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -260466.937500 Penalty: 3876.142578
	Iteration 12Q: 3 clusters Score -260466.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -260477.812500 Penalty: 3876.142578
	Iteration 13Q: 3 clusters Score -260477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -260483.109375 Penalty: 3876.142578
	Iteration 14Q: 3 clusters Score -260483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -260490.718750 Penalty: 3876.142578
	Iteration 15Q: 3 clusters Score -260490.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -260497.390625 Penalty: 3876.142578
	Iteration 16Q: 3 clusters Score -260497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -260502.593750 Penalty: 3876.142578
	Iteration 17Q: 3 clusters Score -260502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -260505.609375 Penalty: 3876.142578
	Iteration 18Q: 3 clusters Score -260505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -260506.921875 Penalty: 3876.142578
	Iteration 19Q: 3 clusters Score -260506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -260506.515625 Penalty: 3876.142578
	Iteration 20F: 3 clusters Score -260506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -68969.460938 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -68969.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67380.375000 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -67380.38 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67592.976562 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -67592.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67668.796875 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -67668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67700.656250 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -67700.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67739.421875 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -67739.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67766.218750 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -67766.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67793.492188 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -67793.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67817.000000 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -67817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67848.187500 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -67848.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67895.273438 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -67895.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67931.156250 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -67931.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67967.007812 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -67967.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68000.992188 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -68000.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68030.445312 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -68030.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68049.523438 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -68049.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68058.500000 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -68058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68066.609375 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -68066.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68091.890625 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -68091.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68118.351562 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -68118.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68162.921875 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -68162.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68183.515625 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -68183.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68191.562500 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -68191.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68193.804688 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -68193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68197.343750 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -68197.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68199.765625 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -68199.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68204.648438 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -68204.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68206.742188 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -68206.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68206.742188 Penalty: 3175.350830
	Iteration 27F: 3 clusters Score -68206.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Entering Unmasked Estep 
Score: -4775618.000000 Penalty: 2619.848389
	Iteration 0F: 2 clusters Score -4775618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4749311.500000 Penalty: 5239.696777
	Iteration 0F: 3 clusters Score -4749312 nChanged 17666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4759189.500000 Penalty: 5239.696777
	Iteration 1F: 3 clusters Score -4759190 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4759869.500000 Penalty: 5239.696777
	Iteration 2Q: 3 clusters Score -4759870 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4760680.000000 Penalty: 5239.696777
	Iteration 3Q: 3 clusters Score -4760680 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4761822.000000 Penalty: 5239.696777
	Iteration 4F: 3 clusters Score -4761822 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4763200.000000 Penalty: 5239.696777
	Iteration 5F: 3 clusters Score -4763200 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4764652.000000 Penalty: 5239.696777
	Iteration 6F: 3 clusters Score -4764652 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4766104.000000 Penalty: 5239.696777
	Iteration 7F: 3 clusters Score -4766104 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4767601.000000 Penalty: 5239.696777
	Iteration 8F: 3 clusters Score -4767601 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4768972.500000 Penalty: 5239.696777
	Iteration 9Q: 3 clusters Score -4768972 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4770253.000000 Penalty: 5239.696777
	Iteration 10Q: 3 clusters Score -4770253 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4771232.500000 Penalty: 5239.696777
	Iteration 11Q: 3 clusters Score -4771232 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4771977.000000 Penalty: 5239.696777
	Iteration 12Q: 3 clusters Score -4771977 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4772475.500000 Penalty: 5239.696777
	Iteration 13Q: 3 clusters Score -4772476 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4772806.500000 Penalty: 5239.696777
	Iteration 14Q: 3 clusters Score -4772806 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4773022.500000 Penalty: 5239.696777
	Iteration 15Q: 3 clusters Score -4773022 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4773181.500000 Penalty: 5239.696777
	Iteration 16Q: 3 clusters Score -4773182 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4773297.500000 Penalty: 5239.696777
	Iteration 17Q: 3 clusters Score -4773298 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4773371.000000 Penalty: 5239.696777
	Iteration 18Q: 3 clusters Score -4773371 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4773429.500000 Penalty: 5239.696777
	Iteration 19Q: 3 clusters Score -4773430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4773482.000000 Penalty: 5239.696777
	Iteration 20F: 3 clusters Score -4773482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4773523.000000 Penalty: 5239.696777
	Iteration 21Q: 3 clusters Score -4773523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4773572.000000 Penalty: 5239.696777
	Iteration 22Q: 3 clusters Score -4773572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4773601.000000 Penalty: 5239.696777
	Iteration 23Q: 3 clusters Score -4773601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4773637.000000 Penalty: 5239.696777
	Iteration 24Q: 3 clusters Score -4773637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4773669.500000 Penalty: 5239.696777
	Iteration 25Q: 3 clusters Score -4773670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4773706.500000 Penalty: 5239.696777
	Iteration 26Q: 3 clusters Score -4773706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4773738.500000 Penalty: 5239.696777
	Iteration 27Q: 3 clusters Score -4773738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4773757.500000 Penalty: 5239.696777
	Iteration 28Q: 3 clusters Score -4773758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4773777.500000 Penalty: 5239.696777
	Iteration 29Q: 3 clusters Score -4773778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4773780.500000 Penalty: 5239.696777
	Iteration 30Q: 3 clusters Score -4773780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4773791.500000 Penalty: 5239.696777
	Iteration 31Q: 3 clusters Score -4773792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4773795.500000 Penalty: 5239.696777
	Iteration 32Q: 3 clusters Score -4773796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4773804.500000 Penalty: 5239.696777
	Iteration 33Q: 3 clusters Score -4773804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4773802.000000 Penalty: 5239.696777
	Iteration 34Q: 3 clusters Score -4773802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4773811.000000 Penalty: 5239.696777
	Iteration 35Q: 3 clusters Score -4773811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4773816.500000 Penalty: 5239.696777
	Iteration 36Q: 3 clusters Score -4773816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4773823.500000 Penalty: 5239.696777
	Iteration 37Q: 3 clusters Score -4773824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4773828.000000 Penalty: 5239.696777
	Iteration 38Q: 3 clusters Score -4773828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4773823.500000 Penalty: 5239.696777
	Iteration 39Q: 3 clusters Score -4773824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4773830.500000 Penalty: 5239.696777
	Iteration 40F: 3 clusters Score -4773830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4773842.500000 Penalty: 5239.696777
	Iteration 41Q: 3 clusters Score -4773842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4773852.500000 Penalty: 5239.696777
	Iteration 42Q: 3 clusters Score -4773852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4773861.000000 Penalty: 5239.696777
	Iteration 43Q: 3 clusters Score -4773861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4773868.500000 Penalty: 5239.696777
	Iteration 44Q: 3 clusters Score -4773868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4773879.000000 Penalty: 5239.696777
	Iteration 45Q: 3 clusters Score -4773879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4773905.000000 Penalty: 5239.696777
	Iteration 46Q: 3 clusters Score -4773905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4773916.500000 Penalty: 5239.696777
	Iteration 47Q: 3 clusters Score -4773916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4773923.000000 Penalty: 5239.696777
	Iteration 48Q: 3 clusters Score -4773923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4773947.500000 Penalty: 5239.696777
	Iteration 49Q: 3 clusters Score -4773948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4773954.000000 Penalty: 5239.696777
	Iteration 50Q: 3 clusters Score -4773954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4773963.500000 Penalty: 5239.696777
	Iteration 51Q: 3 clusters Score -4773964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4773999.000000 Penalty: 5239.696777
	Iteration 52Q: 3 clusters Score -4773999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4774017.000000 Penalty: 5239.696777
	Iteration 53Q: 3 clusters Score -4774017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4774046.000000 Penalty: 5239.696777
	Iteration 54Q: 3 clusters Score -4774046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4774066.500000 Penalty: 5239.696777
	Iteration 55Q: 3 clusters Score -4774066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4774083.000000 Penalty: 5239.696777
	Iteration 56Q: 3 clusters Score -4774083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4774095.500000 Penalty: 5239.696777
	Iteration 57Q: 3 clusters Score -4774096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4774105.000000 Penalty: 5239.696777
	Iteration 58Q: 3 clusters Score -4774105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4774122.500000 Penalty: 5239.696777
	Iteration 59Q: 3 clusters Score -4774122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4774126.000000 Penalty: 5239.696777
	Iteration 60F: 3 clusters Score -4774126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4774125.500000 Penalty: 5239.696777
	Iteration 61Q: 3 clusters Score -4774126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4774132.000000 Penalty: 5239.696777
	Iteration 62Q: 3 clusters Score -4774132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4774130.000000 Penalty: 5239.696777
	Iteration 63Q: 3 clusters Score -4774130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4774132.000000 Penalty: 5239.696777
	Iteration 64Q: 3 clusters Score -4774132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4774134.000000 Penalty: 5239.696777
	Iteration 65Q: 3 clusters Score -4774134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4774126.000000 Penalty: 5239.696777
	Iteration 66Q: 3 clusters Score -4774126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4774133.000000 Penalty: 5239.696777
	Iteration 67Q: 3 clusters Score -4774133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4774135.000000 Penalty: 5239.696777
	Iteration 68Q: 3 clusters Score -4774135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4774135.000000 Penalty: 5239.696777
	Iteration 69Q: 3 clusters Score -4774135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4774138.000000 Penalty: 5239.696777
	Iteration 70Q: 3 clusters Score -4774138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4774132.500000 Penalty: 5239.696777
	Iteration 71Q: 3 clusters Score -4774132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4774132.500000 Penalty: 5239.696777
	Iteration 72F: 3 clusters Score -4774132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Entering Unmasked Estep 
Score: -1224300.625000 Penalty: 2283.468994
	Iteration 0F: 2 clusters Score -1224301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1216657.625000 Penalty: 4566.937988
	Iteration 0F: 3 clusters Score -1216658 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1219235.375000 Penalty: 4566.937988
	Iteration 1F: 3 clusters Score -1219235 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1220025.500000 Penalty: 4566.937988
	Iteration 2F: 3 clusters Score -1220026 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1220575.250000 Penalty: 4566.937988
	Iteration 3F: 3 clusters Score -1220575 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1221021.250000 Penalty: 4566.937988
	Iteration 4F: 3 clusters Score -1221021 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1221423.250000 Penalty: 4566.937988
	Iteration 5F: 3 clusters Score -1221423 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1221837.625000 Penalty: 4566.937988
	Iteration 6F: 3 clusters Score -1221838 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1222272.625000 Penalty: 4566.937988
	Iteration 7F: 3 clusters Score -1222273 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1222605.375000 Penalty: 4566.937988
	Iteration 8Q: 3 clusters Score -1222605 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1222837.000000 Penalty: 4566.937988
	Iteration 9Q: 3 clusters Score -1222837 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1223004.375000 Penalty: 4566.937988
	Iteration 10Q: 3 clusters Score -1223004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1223122.750000 Penalty: 4566.937988
	Iteration 11Q: 3 clusters Score -1223123 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1223216.125000 Penalty: 4566.937988
	Iteration 12Q: 3 clusters Score -1223216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1223288.875000 Penalty: 4566.937988
	Iteration 13Q: 3 clusters Score -1223289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1223346.500000 Penalty: 4566.937988
	Iteration 14Q: 3 clusters Score -1223346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1223397.750000 Penalty: 4566.937988
	Iteration 15Q: 3 clusters Score -1223398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1223452.625000 Penalty: 4566.937988
	Iteration 16Q: 3 clusters Score -1223453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1223496.250000 Penalty: 4566.937988
	Iteration 17Q: 3 clusters Score -1223496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1223529.000000 Penalty: 4566.937988
	Iteration 18Q: 3 clusters Score -1223529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1223549.250000 Penalty: 4566.937988
	Iteration 19Q: 3 clusters Score -1223549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1223566.125000 Penalty: 4566.937988
	Iteration 20F: 3 clusters Score -1223566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1223578.625000 Penalty: 4566.937988
	Iteration 21Q: 3 clusters Score -1223579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1223589.000000 Penalty: 4566.937988
	Iteration 22Q: 3 clusters Score -1223589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1223600.500000 Penalty: 4566.937988
	Iteration 23Q: 3 clusters Score -1223600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1223612.750000 Penalty: 4566.937988
	Iteration 24Q: 3 clusters Score -1223613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1223621.000000 Penalty: 4566.937988
	Iteration 25Q: 3 clusters Score -1223621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1223627.500000 Penalty: 4566.937988
	Iteration 26Q: 3 clusters Score -1223628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1223636.750000 Penalty: 4566.937988
	Iteration 27Q: 3 clusters Score -1223637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1223644.875000 Penalty: 4566.937988
	Iteration 28Q: 3 clusters Score -1223645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1223649.125000 Penalty: 4566.937988
	Iteration 29Q: 3 clusters Score -1223649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1223653.625000 Penalty: 4566.937988
	Iteration 30Q: 3 clusters Score -1223654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1223657.250000 Penalty: 4566.937988
	Iteration 31Q: 3 clusters Score -1223657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1223662.875000 Penalty: 4566.937988
	Iteration 32Q: 3 clusters Score -1223663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1223663.875000 Penalty: 4566.937988
	Iteration 33Q: 3 clusters Score -1223664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1223665.000000 Penalty: 4566.937988
	Iteration 34Q: 3 clusters Score -1223665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1223666.250000 Penalty: 4566.937988
	Iteration 35Q: 3 clusters Score -1223666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1223666.500000 Penalty: 4566.937988
	Iteration 36Q: 3 clusters Score -1223666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1223665.750000 Penalty: 4566.937988
	Iteration 37Q: 3 clusters Score -1223666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1223666.750000 Penalty: 4566.937988
	Iteration 38Q: 3 clusters Score -1223667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1223666.125000 Penalty: 4566.937988
	Iteration 39Q: 3 clusters Score -1223666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1223666.125000 Penalty: 4566.937988
	Iteration 40F: 3 clusters Score -1223666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -805026.750000 Penalty: 2185.216064
	Iteration 0F: 2 clusters Score -805026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -799413.937500 Penalty: 4370.432129
	Iteration 0F: 3 clusters Score -799413.9 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -800947.750000 Penalty: 4370.432129
	Iteration 1F: 3 clusters Score -800947.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -801215.312500 Penalty: 4370.432129
	Iteration 2F: 3 clusters Score -801215.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -801430.375000 Penalty: 4370.432129
	Iteration 3F: 3 clusters Score -801430.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -801640.875000 Penalty: 4370.432129
	Iteration 4Q: 3 clusters Score -801640.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -801838.500000 Penalty: 4370.432129
	Iteration 5Q: 3 clusters Score -801838.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -802036.562500 Penalty: 4370.432129
	Iteration 6Q: 3 clusters Score -802036.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -802200.875000 Penalty: 4370.432129
	Iteration 7Q: 3 clusters Score -802200.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -802330.812500 Penalty: 4370.432129
	Iteration 8Q: 3 clusters Score -802330.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -802444.562500 Penalty: 4370.432129
	Iteration 9Q: 3 clusters Score -802444.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -802553.937500 Penalty: 4370.432129
	Iteration 10Q: 3 clusters Score -802553.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -802647.625000 Penalty: 4370.432129
	Iteration 11Q: 3 clusters Score -802647.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -802719.562500 Penalty: 4370.432129
	Iteration 12Q: 3 clusters Score -802719.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -802778.500000 Penalty: 4370.432129
	Iteration 13Q: 3 clusters Score -802778.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -802829.812500 Penalty: 4370.432129
	Iteration 14Q: 3 clusters Score -802829.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -802867.375000 Penalty: 4370.432129
	Iteration 15Q: 3 clusters Score -802867.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -802903.687500 Penalty: 4370.432129
	Iteration 16Q: 3 clusters Score -802903.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -802930.375000 Penalty: 4370.432129
	Iteration 17Q: 3 clusters Score -802930.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -802954.312500 Penalty: 4370.432129
	Iteration 18Q: 3 clusters Score -802954.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -802986.250000 Penalty: 4370.432129
	Iteration 19Q: 3 clusters Score -802986.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -803014.750000 Penalty: 4370.432129
	Iteration 20F: 3 clusters Score -803014.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -803039.125000 Penalty: 4370.432129
	Iteration 21Q: 3 clusters Score -803039.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -803060.000000 Penalty: 4370.432129
	Iteration 22Q: 3 clusters Score -803060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -803080.437500 Penalty: 4370.432129
	Iteration 23Q: 3 clusters Score -803080.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -803111.250000 Penalty: 4370.432129
	Iteration 24Q: 3 clusters Score -803111.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -803145.687500 Penalty: 4370.432129
	Iteration 25Q: 3 clusters Score -803145.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -803182.125000 Penalty: 4370.432129
	Iteration 26Q: 3 clusters Score -803182.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -803227.375000 Penalty: 4370.432129
	Iteration 27Q: 3 clusters Score -803227.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -803274.937500 Penalty: 4370.432129
	Iteration 28Q: 3 clusters Score -803274.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -803325.000000 Penalty: 4370.432129
	Iteration 29Q: 3 clusters Score -803325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -803389.812500 Penalty: 4370.432129
	Iteration 30Q: 3 clusters Score -803389.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -803461.062500 Penalty: 4370.432129
	Iteration 31Q: 3 clusters Score -803461.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -803531.187500 Penalty: 4370.432129
	Iteration 32Q: 3 clusters Score -803531.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -803600.500000 Penalty: 4370.432129
	Iteration 33Q: 3 clusters Score -803600.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -803677.187500 Penalty: 4370.432129
	Iteration 34Q: 3 clusters Score -803677.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -803729.312500 Penalty: 4370.432129
	Iteration 35Q: 3 clusters Score -803729.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -803754.625000 Penalty: 4370.432129
	Iteration 36Q: 3 clusters Score -803754.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -803774.625000 Penalty: 4370.432129
	Iteration 37Q: 3 clusters Score -803774.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -803786.750000 Penalty: 4370.432129
	Iteration 38Q: 3 clusters Score -803786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -803796.250000 Penalty: 4370.432129
	Iteration 39Q: 3 clusters Score -803796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -803804.062500 Penalty: 4370.432129
	Iteration 40F: 3 clusters Score -803804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -803809.062500 Penalty: 4370.432129
	Iteration 41Q: 3 clusters Score -803809.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -803812.562500 Penalty: 4370.432129
	Iteration 42Q: 3 clusters Score -803812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -803814.562500 Penalty: 4370.432129
	Iteration 43Q: 3 clusters Score -803814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -803814.750000 Penalty: 4370.432129
	Iteration 44Q: 3 clusters Score -803814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -803816.437500 Penalty: 4370.432129
	Iteration 45Q: 3 clusters Score -803816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -803816.437500 Penalty: 4370.432129
	Iteration 46Q: 3 clusters Score -803816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -803816.312500 Penalty: 4370.432129
	Iteration 47Q: 3 clusters Score -803816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -803816.312500 Penalty: 4370.432129
	Iteration 48F: 3 clusters Score -803816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -620289.875000 Penalty: 2119.883301
	Iteration 0F: 2 clusters Score -620289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -615730.125000 Penalty: 4239.766602
	Iteration 0F: 3 clusters Score -615730.1 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -616928.750000 Penalty: 4239.766602
	Iteration 1F: 3 clusters Score -616928.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -617271.500000 Penalty: 4239.766602
	Iteration 2F: 3 clusters Score -617271.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -617518.437500 Penalty: 4239.766602
	Iteration 3F: 3 clusters Score -617518.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -617695.875000 Penalty: 4239.766602
	Iteration 4Q: 3 clusters Score -617695.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -617847.562500 Penalty: 4239.766602
	Iteration 5Q: 3 clusters Score -617847.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -617966.125000 Penalty: 4239.766602
	Iteration 6Q: 3 clusters Score -617966.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -618064.750000 Penalty: 4239.766602
	Iteration 7Q: 3 clusters Score -618064.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -618148.625000 Penalty: 4239.766602
	Iteration 8Q: 3 clusters Score -618148.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -618226.875000 Penalty: 4239.766602
	Iteration 9Q: 3 clusters Score -618226.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -618293.750000 Penalty: 4239.766602
	Iteration 10Q: 3 clusters Score -618293.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -618369.437500 Penalty: 4239.766602
	Iteration 11Q: 3 clusters Score -618369.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -618435.625000 Penalty: 4239.766602
	Iteration 12Q: 3 clusters Score -618435.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -618499.687500 Penalty: 4239.766602
	Iteration 13Q: 3 clusters Score -618499.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -618558.187500 Penalty: 4239.766602
	Iteration 14Q: 3 clusters Score -618558.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -618602.125000 Penalty: 4239.766602
	Iteration 15Q: 3 clusters Score -618602.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -618634.062500 Penalty: 4239.766602
	Iteration 16Q: 3 clusters Score -618634.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -618665.625000 Penalty: 4239.766602
	Iteration 17Q: 3 clusters Score -618665.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -618689.062500 Penalty: 4239.766602
	Iteration 18Q: 3 clusters Score -618689.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -618715.187500 Penalty: 4239.766602
	Iteration 19Q: 3 clusters Score -618715.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -618744.937500 Penalty: 4239.766602
	Iteration 20F: 3 clusters Score -618744.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -618768.375000 Penalty: 4239.766602
	Iteration 21Q: 3 clusters Score -618768.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -618789.312500 Penalty: 4239.766602
	Iteration 22Q: 3 clusters Score -618789.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -618805.125000 Penalty: 4239.766602
	Iteration 23Q: 3 clusters Score -618805.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -618818.187500 Penalty: 4239.766602
	Iteration 24Q: 3 clusters Score -618818.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -618828.562500 Penalty: 4239.766602
	Iteration 25Q: 3 clusters Score -618828.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -618841.437500 Penalty: 4239.766602
	Iteration 26Q: 3 clusters Score -618841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -618851.625000 Penalty: 4239.766602
	Iteration 27Q: 3 clusters Score -618851.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -618864.125000 Penalty: 4239.766602
	Iteration 28Q: 3 clusters Score -618864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -618870.875000 Penalty: 4239.766602
	Iteration 29Q: 3 clusters Score -618870.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -618881.187500 Penalty: 4239.766602
	Iteration 30Q: 3 clusters Score -618881.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -618893.187500 Penalty: 4239.766602
	Iteration 31Q: 3 clusters Score -618893.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -618908.625000 Penalty: 4239.766602
	Iteration 32Q: 3 clusters Score -618908.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -618925.687500 Penalty: 4239.766602
	Iteration 33Q: 3 clusters Score -618925.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -618937.875000 Penalty: 4239.766602
	Iteration 34Q: 3 clusters Score -618937.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -618946.625000 Penalty: 4239.766602
	Iteration 35Q: 3 clusters Score -618946.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -618954.750000 Penalty: 4239.766602
	Iteration 36Q: 3 clusters Score -618954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -618959.500000 Penalty: 4239.766602
	Iteration 37Q: 3 clusters Score -618959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -618969.437500 Penalty: 4239.766602
	Iteration 38Q: 3 clusters Score -618969.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -618981.750000 Penalty: 4239.766602
	Iteration 39Q: 3 clusters Score -618981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -618991.125000 Penalty: 4239.766602
	Iteration 40F: 3 clusters Score -618991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -619001.375000 Penalty: 4239.766602
	Iteration 41Q: 3 clusters Score -619001.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -619009.562500 Penalty: 4239.766602
	Iteration 42Q: 3 clusters Score -619009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -619017.750000 Penalty: 4239.766602
	Iteration 43Q: 3 clusters Score -619017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -619021.125000 Penalty: 4239.766602
	Iteration 44Q: 3 clusters Score -619021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -619025.875000 Penalty: 4239.766602
	Iteration 45Q: 3 clusters Score -619025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -619028.187500 Penalty: 4239.766602
	Iteration 46Q: 3 clusters Score -619028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -619031.562500 Penalty: 4239.766602
	Iteration 47Q: 3 clusters Score -619031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -619032.812500 Penalty: 4239.766602
	Iteration 48Q: 3 clusters Score -619032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -619034.500000 Penalty: 4239.766602
	Iteration 49Q: 3 clusters Score -619034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -619038.500000 Penalty: 4239.766602
	Iteration 50Q: 3 clusters Score -619038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -619039.687500 Penalty: 4239.766602
	Iteration 51Q: 3 clusters Score -619039.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -619043.312500 Penalty: 4239.766602
	Iteration 52Q: 3 clusters Score -619043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -619047.937500 Penalty: 4239.766602
	Iteration 53Q: 3 clusters Score -619047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -619050.750000 Penalty: 4239.766602
	Iteration 54Q: 3 clusters Score -619050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -619050.812500 Penalty: 4239.766602
	Iteration 55Q: 3 clusters Score -619050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -619053.312500 Penalty: 4239.766602
	Iteration 56Q: 3 clusters Score -619053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -619055.437500 Penalty: 4239.766602
	Iteration 57Q: 3 clusters Score -619055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -619057.187500 Penalty: 4239.766602
	Iteration 58Q: 3 clusters Score -619057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -619057.875000 Penalty: 4239.766602
	Iteration 59Q: 3 clusters Score -619057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -619057.437500 Penalty: 4239.766602
	Iteration 60F: 3 clusters Score -619057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -297112.468750 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -297112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -294207.968750 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -294208 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294923.718750 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -294923.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -295162.343750 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -295162.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -295303.625000 Penalty: 3901.513916
	Iteration 3F: 3 clusters Score -295303.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -295384.218750 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -295384.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -295436.187500 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -295436.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -295478.562500 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -295478.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -295510.031250 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -295510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -295549.750000 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -295549.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -295595.531250 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -295595.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -295637.062500 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -295637.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -295672.250000 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -295672.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295707.250000 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -295707.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -295737.000000 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -295737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -295759.625000 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -295759.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -295771.468750 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -295771.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -295784.781250 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -295784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -295801.312500 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -295801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -295818.062500 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -295818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -295830.500000 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -295830.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -295840.031250 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -295840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -295850.937500 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -295850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -295854.687500 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -295854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -295856.000000 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -295856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -295856.031250 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -295856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295856.875000 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -295856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -295857.812500 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -295857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -295857.812500 Penalty: 3901.513916
	Iteration 27F: 3 clusters Score -295857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -2070767.250000 Penalty: 2410.183594
	Iteration 0F: 2 clusters Score -2070767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2058912.750000 Penalty: 4820.367188
	Iteration 0F: 3 clusters Score -2058913 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2062814.125000 Penalty: 4820.367188
	Iteration 1F: 3 clusters Score -2062814 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2063493.125000 Penalty: 4820.367188
	Iteration 2F: 3 clusters Score -2063493 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2064170.000000 Penalty: 4820.367188
	Iteration 3F: 3 clusters Score -2064170 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2064864.750000 Penalty: 4820.367188
	Iteration 4F: 3 clusters Score -2064865 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2065517.125000 Penalty: 4820.367188
	Iteration 5F: 3 clusters Score -2065517 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2066125.500000 Penalty: 4820.367188
	Iteration 6F: 3 clusters Score -2066126 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2066644.875000 Penalty: 4820.367188
	Iteration 7F: 3 clusters Score -2066645 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2067102.125000 Penalty: 4820.367188
	Iteration 8Q: 3 clusters Score -2067102 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2067548.250000 Penalty: 4820.367188
	Iteration 9Q: 3 clusters Score -2067548 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2067956.625000 Penalty: 4820.367188
	Iteration 10Q: 3 clusters Score -2067957 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2068317.000000 Penalty: 4820.367188
	Iteration 11Q: 3 clusters Score -2068317 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2068601.750000 Penalty: 4820.367188
	Iteration 12Q: 3 clusters Score -2068602 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2068807.000000 Penalty: 4820.367188
	Iteration 13Q: 3 clusters Score -2068807 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2068958.250000 Penalty: 4820.367188
	Iteration 14Q: 3 clusters Score -2068958 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2069071.000000 Penalty: 4820.367188
	Iteration 15Q: 3 clusters Score -2069071 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2069157.375000 Penalty: 4820.367188
	Iteration 16Q: 3 clusters Score -2069157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2069221.125000 Penalty: 4820.367188
	Iteration 17Q: 3 clusters Score -2069221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2069268.250000 Penalty: 4820.367188
	Iteration 18Q: 3 clusters Score -2069268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2069294.625000 Penalty: 4820.367188
	Iteration 19Q: 3 clusters Score -2069295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2069319.750000 Penalty: 4820.367188
	Iteration 20F: 3 clusters Score -2069320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2069353.625000 Penalty: 4820.367188
	Iteration 21Q: 3 clusters Score -2069354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2069370.500000 Penalty: 4820.367188
	Iteration 22Q: 3 clusters Score -2069370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2069397.125000 Penalty: 4820.367188
	Iteration 23Q: 3 clusters Score -2069397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2069414.500000 Penalty: 4820.367188
	Iteration 24Q: 3 clusters Score -2069414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2069429.750000 Penalty: 4820.367188
	Iteration 25Q: 3 clusters Score -2069430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2069446.625000 Penalty: 4820.367188
	Iteration 26Q: 3 clusters Score -2069447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2069456.625000 Penalty: 4820.367188
	Iteration 27Q: 3 clusters Score -2069457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2069471.000000 Penalty: 4820.367188
	Iteration 28Q: 3 clusters Score -2069471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2069482.500000 Penalty: 4820.367188
	Iteration 29Q: 3 clusters Score -2069482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2069483.500000 Penalty: 4820.367188
	Iteration 30Q: 3 clusters Score -2069484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2069489.000000 Penalty: 4820.367188
	Iteration 31Q: 3 clusters Score -2069489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2069493.250000 Penalty: 4820.367188
	Iteration 32Q: 3 clusters Score -2069493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2069493.750000 Penalty: 4820.367188
	Iteration 33Q: 3 clusters Score -2069494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2069490.875000 Penalty: 4820.367188
	Iteration 34Q: 3 clusters Score -2069491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2069490.625000 Penalty: 4820.367188
	Iteration 35Q: 3 clusters Score -2069491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2069492.750000 Penalty: 4820.367188
	Iteration 36Q: 3 clusters Score -2069493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2069497.375000 Penalty: 4820.367188
	Iteration 37Q: 3 clusters Score -2069497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2069498.000000 Penalty: 4820.367188
	Iteration 38Q: 3 clusters Score -2069498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2069501.125000 Penalty: 4820.367188
	Iteration 39Q: 3 clusters Score -2069501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2069498.750000 Penalty: 4820.367188
	Iteration 40F: 3 clusters Score -2069499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2069505.250000 Penalty: 4820.367188
	Iteration 41Q: 3 clusters Score -2069505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2069505.250000 Penalty: 4820.367188
	Iteration 42Q: 3 clusters Score -2069505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2069505.250000 Penalty: 4820.367188
	Iteration 43F: 3 clusters Score -2069505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -16083.175781 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -16083.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15060.428711 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -15060.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15276.591797 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -15276.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15351.631836 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -15351.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15364.827148 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -15364.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15376.833008 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -15376.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15376.833008 Penalty: 2622.980469
	Iteration 5F: 3 clusters Score -15376.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -759309.312500 Penalty: 2164.609375
	Iteration 0F: 2 clusters Score -759309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -754065.875000 Penalty: 4329.218750
	Iteration 0F: 3 clusters Score -754065.9 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -755483.625000 Penalty: 4329.218750
	Iteration 1F: 3 clusters Score -755483.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -755767.125000 Penalty: 4329.218750
	Iteration 2F: 3 clusters Score -755767.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -755933.687500 Penalty: 4329.218750
	Iteration 3F: 3 clusters Score -755933.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -756050.250000 Penalty: 4329.218750
	Iteration 4Q: 3 clusters Score -756050.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -756138.000000 Penalty: 4329.218750
	Iteration 5Q: 3 clusters Score -756138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -756215.937500 Penalty: 4329.218750
	Iteration 6Q: 3 clusters Score -756215.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -756292.500000 Penalty: 4329.218750
	Iteration 7Q: 3 clusters Score -756292.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -756363.937500 Penalty: 4329.218750
	Iteration 8Q: 3 clusters Score -756363.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -756421.562500 Penalty: 4329.218750
	Iteration 9Q: 3 clusters Score -756421.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -756494.687500 Penalty: 4329.218750
	Iteration 10Q: 3 clusters Score -756494.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -756568.750000 Penalty: 4329.218750
	Iteration 11Q: 3 clusters Score -756568.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -756644.250000 Penalty: 4329.218750
	Iteration 12Q: 3 clusters Score -756644.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -756718.125000 Penalty: 4329.218750
	Iteration 13Q: 3 clusters Score -756718.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -756783.062500 Penalty: 4329.218750
	Iteration 14Q: 3 clusters Score -756783.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -756845.250000 Penalty: 4329.218750
	Iteration 15Q: 3 clusters Score -756845.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -756898.437500 Penalty: 4329.218750
	Iteration 16Q: 3 clusters Score -756898.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -756951.812500 Penalty: 4329.218750
	Iteration 17Q: 3 clusters Score -756951.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -757005.000000 Penalty: 4329.218750
	Iteration 18Q: 3 clusters Score -757005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -757055.562500 Penalty: 4329.218750
	Iteration 19Q: 3 clusters Score -757055.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -757091.187500 Penalty: 4329.218750
	Iteration 20F: 3 clusters Score -757091.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -757139.062500 Penalty: 4329.218750
	Iteration 21Q: 3 clusters Score -757139.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -757178.937500 Penalty: 4329.218750
	Iteration 22Q: 3 clusters Score -757178.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -757220.937500 Penalty: 4329.218750
	Iteration 23Q: 3 clusters Score -757220.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -757245.812500 Penalty: 4329.218750
	Iteration 24Q: 3 clusters Score -757245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -757265.000000 Penalty: 4329.218750
	Iteration 25Q: 3 clusters Score -757265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -757287.000000 Penalty: 4329.218750
	Iteration 26Q: 3 clusters Score -757287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -757305.687500 Penalty: 4329.218750
	Iteration 27Q: 3 clusters Score -757305.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -757317.562500 Penalty: 4329.218750
	Iteration 28Q: 3 clusters Score -757317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -757336.187500 Penalty: 4329.218750
	Iteration 29Q: 3 clusters Score -757336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -757354.375000 Penalty: 4329.218750
	Iteration 30Q: 3 clusters Score -757354.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -757373.062500 Penalty: 4329.218750
	Iteration 31Q: 3 clusters Score -757373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -757389.812500 Penalty: 4329.218750
	Iteration 32Q: 3 clusters Score -757389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -757406.750000 Penalty: 4329.218750
	Iteration 33Q: 3 clusters Score -757406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -757416.437500 Penalty: 4329.218750
	Iteration 34Q: 3 clusters Score -757416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -757426.000000 Penalty: 4329.218750
	Iteration 35Q: 3 clusters Score -757426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -757430.562500 Penalty: 4329.218750
	Iteration 36Q: 3 clusters Score -757430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -757435.437500 Penalty: 4329.218750
	Iteration 37Q: 3 clusters Score -757435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -757440.812500 Penalty: 4329.218750
	Iteration 38Q: 3 clusters Score -757440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -757443.250000 Penalty: 4329.218750
	Iteration 39Q: 3 clusters Score -757443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -757444.000000 Penalty: 4329.218750
	Iteration 40F: 3 clusters Score -757444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -757447.437500 Penalty: 4329.218750
	Iteration 41Q: 3 clusters Score -757447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -757447.687500 Penalty: 4329.218750
	Iteration 42Q: 3 clusters Score -757447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -757447.687500 Penalty: 4329.218750
	Iteration 43F: 3 clusters Score -757447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -298057.250000 Penalty: 1957.790894
	Iteration 0F: 2 clusters Score -298057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -295042.625000 Penalty: 3915.581787
	Iteration 0F: 3 clusters Score -295042.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -295692.750000 Penalty: 3915.581787
	Iteration 1F: 3 clusters Score -295692.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295935.156250 Penalty: 3915.581787
	Iteration 2F: 3 clusters Score -295935.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -296228.656250 Penalty: 3915.581787
	Iteration 3F: 3 clusters Score -296228.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296670.781250 Penalty: 3915.581787
	Iteration 4F: 3 clusters Score -296670.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -297282.343750 Penalty: 3915.581787
	Iteration 5F: 3 clusters Score -297282.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -297866.562500 Penalty: 3915.581787
	Iteration 6F: 3 clusters Score -297866.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298127.156250 Penalty: 3915.581787
	Iteration 7F: 3 clusters Score -298127.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -298212.593750 Penalty: 3915.581787
	Iteration 8Q: 3 clusters Score -298212.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298255.687500 Penalty: 3915.581787
	Iteration 9Q: 3 clusters Score -298255.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298267.593750 Penalty: 3915.581787
	Iteration 10Q: 3 clusters Score -298267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298273.500000 Penalty: 3915.581787
	Iteration 11Q: 3 clusters Score -298273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -298279.000000 Penalty: 3915.581787
	Iteration 12Q: 3 clusters Score -298279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298280.343750 Penalty: 3915.581787
	Iteration 13Q: 3 clusters Score -298280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298284.031250 Penalty: 3915.581787
	Iteration 14Q: 3 clusters Score -298284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298286.406250 Penalty: 3915.581787
	Iteration 15Q: 3 clusters Score -298286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298288.500000 Penalty: 3915.581787
	Iteration 16Q: 3 clusters Score -298288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298290.312500 Penalty: 3915.581787
	Iteration 17Q: 3 clusters Score -298290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298293.718750 Penalty: 3915.581787
	Iteration 18Q: 3 clusters Score -298293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298294.312500 Penalty: 3915.581787
	Iteration 19Q: 3 clusters Score -298294.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298294.312500 Penalty: 3915.581787
	Iteration 20F: 3 clusters Score -298294.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 1463 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Mstep: Class 46 contains 1219 members 
Entering Unmasked Estep 
Score: -141989472.000000 Penalty: 159404.984375
Splitting cluster 27 changes total score from -141989552.000000 to -141989472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (52305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Entering Unmasked Estep 
Score: -6630637.000000 Penalty: 2694.482178
	Iteration 0F: 2 clusters Score -6630637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6595332.000000 Penalty: 5388.964355
	Iteration 0F: 3 clusters Score -6595332 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -6609072.000000 Penalty: 5388.964355
	Iteration 1F: 3 clusters Score -6609072 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -6609588.000000 Penalty: 5388.964355
	Iteration 2Q: 3 clusters Score -6609588 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6610226.000000 Penalty: 5388.964355
	Iteration 3Q: 3 clusters Score -6610226 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6610943.500000 Penalty: 5388.964355
	Iteration 4Q: 3 clusters Score -6610944 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6611908.500000 Penalty: 5388.964355
	Iteration 5Q: 3 clusters Score -6611908 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6613090.500000 Penalty: 5388.964355
	Iteration 6Q: 3 clusters Score -6613090 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6614485.000000 Penalty: 5388.964355
	Iteration 7F: 3 clusters Score -6614485 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6616100.500000 Penalty: 5388.964355
	Iteration 8F: 3 clusters Score -6616100 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6617940.500000 Penalty: 5388.964355
	Iteration 9F: 3 clusters Score -6617940 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -6619664.000000 Penalty: 5388.964355
	Iteration 10F: 3 clusters Score -6619664 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -6620993.500000 Penalty: 5388.964355
	Iteration 11Q: 3 clusters Score -6620994 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -6621854.500000 Penalty: 5388.964355
	Iteration 12Q: 3 clusters Score -6621854 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6622360.000000 Penalty: 5388.964355
	Iteration 13Q: 3 clusters Score -6622360 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -6622713.000000 Penalty: 5388.964355
	Iteration 14Q: 3 clusters Score -6622713 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6623001.500000 Penalty: 5388.964355
	Iteration 15Q: 3 clusters Score -6623002 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6623259.000000 Penalty: 5388.964355
	Iteration 16Q: 3 clusters Score -6623259 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6623420.500000 Penalty: 5388.964355
	Iteration 17Q: 3 clusters Score -6623420 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6623584.000000 Penalty: 5388.964355
	Iteration 18Q: 3 clusters Score -6623584 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -6623732.000000 Penalty: 5388.964355
	Iteration 19Q: 3 clusters Score -6623732 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6623917.500000 Penalty: 5388.964355
	Iteration 20F: 3 clusters Score -6623918 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -6624095.000000 Penalty: 5388.964355
	Iteration 21Q: 3 clusters Score -6624095 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -6624280.500000 Penalty: 5388.964355
	Iteration 22Q: 3 clusters Score -6624280 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -6624407.500000 Penalty: 5388.964355
	Iteration 23Q: 3 clusters Score -6624408 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6624535.500000 Penalty: 5388.964355
	Iteration 24Q: 3 clusters Score -6624536 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -6624641.500000 Penalty: 5388.964355
	Iteration 25Q: 3 clusters Score -6624642 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -6624696.500000 Penalty: 5388.964355
	Iteration 26Q: 3 clusters Score -6624696 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -6624789.500000 Penalty: 5388.964355
	Iteration 27Q: 3 clusters Score -6624790 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6624885.000000 Penalty: 5388.964355
	Iteration 28Q: 3 clusters Score -6624885 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6624991.000000 Penalty: 5388.964355
	Iteration 29Q: 3 clusters Score -6624991 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -6625115.500000 Penalty: 5388.964355
	Iteration 30Q: 3 clusters Score -6625116 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -6625238.000000 Penalty: 5388.964355
	Iteration 31Q: 3 clusters Score -6625238 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -6625306.500000 Penalty: 5388.964355
	Iteration 32Q: 3 clusters Score -6625306 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -6625334.000000 Penalty: 5388.964355
	Iteration 33Q: 3 clusters Score -6625334 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -6625443.500000 Penalty: 5388.964355
	Iteration 34Q: 3 clusters Score -6625444 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6625529.000000 Penalty: 5388.964355
	Iteration 35Q: 3 clusters Score -6625529 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -6625608.000000 Penalty: 5388.964355
	Iteration 36Q: 3 clusters Score -6625608 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -6625712.500000 Penalty: 5388.964355
	Iteration 37Q: 3 clusters Score -6625712 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -6625816.000000 Penalty: 5388.964355
	Iteration 38Q: 3 clusters Score -6625816 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -6625947.000000 Penalty: 5388.964355
	Iteration 39Q: 3 clusters Score -6625947 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -6626092.500000 Penalty: 5388.964355
	Iteration 40F: 3 clusters Score -6626092 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -6626183.500000 Penalty: 5388.964355
	Iteration 41Q: 3 clusters Score -6626184 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -6626367.500000 Penalty: 5388.964355
	Iteration 42Q: 3 clusters Score -6626368 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6626503.000000 Penalty: 5388.964355
	Iteration 43Q: 3 clusters Score -6626503 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6626640.000000 Penalty: 5388.964355
	Iteration 44Q: 3 clusters Score -6626640 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -6626785.500000 Penalty: 5388.964355
	Iteration 45Q: 3 clusters Score -6626786 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6626939.000000 Penalty: 5388.964355
	Iteration 46Q: 3 clusters Score -6626939 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -6627110.000000 Penalty: 5388.964355
	Iteration 47Q: 3 clusters Score -6627110 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6627218.500000 Penalty: 5388.964355
	Iteration 48Q: 3 clusters Score -6627218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -6627357.500000 Penalty: 5388.964355
	Iteration 49Q: 3 clusters Score -6627358 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6627470.000000 Penalty: 5388.964355
	Iteration 50Q: 3 clusters Score -6627470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6627566.500000 Penalty: 5388.964355
	Iteration 51Q: 3 clusters Score -6627566 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6627653.000000 Penalty: 5388.964355
	Iteration 52Q: 3 clusters Score -6627653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6627759.000000 Penalty: 5388.964355
	Iteration 53Q: 3 clusters Score -6627759 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6627874.500000 Penalty: 5388.964355
	Iteration 54Q: 3 clusters Score -6627874 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6627967.000000 Penalty: 5388.964355
	Iteration 55Q: 3 clusters Score -6627967 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6628041.500000 Penalty: 5388.964355
	Iteration 56Q: 3 clusters Score -6628042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6628147.000000 Penalty: 5388.964355
	Iteration 57Q: 3 clusters Score -6628147 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6628221.500000 Penalty: 5388.964355
	Iteration 58Q: 3 clusters Score -6628222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6628301.500000 Penalty: 5388.964355
	Iteration 59Q: 3 clusters Score -6628302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6628340.500000 Penalty: 5388.964355
	Iteration 60F: 3 clusters Score -6628340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6628362.000000 Penalty: 5388.964355
	Iteration 61Q: 3 clusters Score -6628362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6628418.000000 Penalty: 5388.964355
	Iteration 62Q: 3 clusters Score -6628418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6628450.000000 Penalty: 5388.964355
	Iteration 63Q: 3 clusters Score -6628450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6628484.500000 Penalty: 5388.964355
	Iteration 64Q: 3 clusters Score -6628484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6628510.000000 Penalty: 5388.964355
	Iteration 65Q: 3 clusters Score -6628510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6628532.000000 Penalty: 5388.964355
	Iteration 66Q: 3 clusters Score -6628532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6628530.000000 Penalty: 5388.964355
	Iteration 67Q: 3 clusters Score -6628530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6628538.500000 Penalty: 5388.964355
	Iteration 68Q: 3 clusters Score -6628538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6628558.500000 Penalty: 5388.964355
	Iteration 69Q: 3 clusters Score -6628558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6628569.000000 Penalty: 5388.964355
	Iteration 70Q: 3 clusters Score -6628569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6628573.000000 Penalty: 5388.964355
	Iteration 71Q: 3 clusters Score -6628573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6628585.500000 Penalty: 5388.964355
	Iteration 72Q: 3 clusters Score -6628586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6628586.500000 Penalty: 5388.964355
	Iteration 73Q: 3 clusters Score -6628586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6628591.500000 Penalty: 5388.964355
	Iteration 74Q: 3 clusters Score -6628592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6628586.500000 Penalty: 5388.964355
	Iteration 75Q: 3 clusters Score -6628586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6628588.500000 Penalty: 5388.964355
	Iteration 76Q: 3 clusters Score -6628588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6628587.000000 Penalty: 5388.964355
	Iteration 77Q: 3 clusters Score -6628587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6628588.500000 Penalty: 5388.964355
	Iteration 78Q: 3 clusters Score -6628588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6628588.500000 Penalty: 5388.964355
	Iteration 79F: 3 clusters Score -6628588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Entering Unmasked Estep 
Score: -1742835.500000 Penalty: 2364.274658
	Iteration 0F: 2 clusters Score -1742836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1732742.500000 Penalty: 4728.549316
	Iteration 0F: 3 clusters Score -1732742 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1735960.500000 Penalty: 4728.549316
	Iteration 1F: 3 clusters Score -1735960 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1736358.625000 Penalty: 4728.549316
	Iteration 2F: 3 clusters Score -1736359 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1736729.250000 Penalty: 4728.549316
	Iteration 3F: 3 clusters Score -1736729 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1737092.375000 Penalty: 4728.549316
	Iteration 4F: 3 clusters Score -1737092 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1737452.000000 Penalty: 4728.549316
	Iteration 5F: 3 clusters Score -1737452 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1737821.375000 Penalty: 4728.549316
	Iteration 6Q: 3 clusters Score -1737821 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1738284.375000 Penalty: 4728.549316
	Iteration 7Q: 3 clusters Score -1738284 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1738805.750000 Penalty: 4728.549316
	Iteration 8Q: 3 clusters Score -1738806 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1739287.500000 Penalty: 4728.549316
	Iteration 9Q: 3 clusters Score -1739288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1739687.750000 Penalty: 4728.549316
	Iteration 10Q: 3 clusters Score -1739688 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1740014.500000 Penalty: 4728.549316
	Iteration 11Q: 3 clusters Score -1740014 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1740367.000000 Penalty: 4728.549316
	Iteration 12Q: 3 clusters Score -1740367 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1740659.125000 Penalty: 4728.549316
	Iteration 13Q: 3 clusters Score -1740659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1740957.500000 Penalty: 4728.549316
	Iteration 14Q: 3 clusters Score -1740958 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1741208.750000 Penalty: 4728.549316
	Iteration 15Q: 3 clusters Score -1741209 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1741449.000000 Penalty: 4728.549316
	Iteration 16Q: 3 clusters Score -1741449 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1741669.125000 Penalty: 4728.549316
	Iteration 17Q: 3 clusters Score -1741669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1741829.875000 Penalty: 4728.549316
	Iteration 18Q: 3 clusters Score -1741830 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1741944.375000 Penalty: 4728.549316
	Iteration 19Q: 3 clusters Score -1741944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1742029.000000 Penalty: 4728.549316
	Iteration 20F: 3 clusters Score -1742029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1742083.125000 Penalty: 4728.549316
	Iteration 21Q: 3 clusters Score -1742083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1742117.625000 Penalty: 4728.549316
	Iteration 22Q: 3 clusters Score -1742118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1742143.500000 Penalty: 4728.549316
	Iteration 23Q: 3 clusters Score -1742144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1742154.500000 Penalty: 4728.549316
	Iteration 24Q: 3 clusters Score -1742154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1742164.000000 Penalty: 4728.549316
	Iteration 25Q: 3 clusters Score -1742164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1742175.750000 Penalty: 4728.549316
	Iteration 26Q: 3 clusters Score -1742176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1742185.625000 Penalty: 4728.549316
	Iteration 27Q: 3 clusters Score -1742186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1742195.625000 Penalty: 4728.549316
	Iteration 28Q: 3 clusters Score -1742196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1742202.625000 Penalty: 4728.549316
	Iteration 29Q: 3 clusters Score -1742203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1742209.625000 Penalty: 4728.549316
	Iteration 30Q: 3 clusters Score -1742210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1742216.500000 Penalty: 4728.549316
	Iteration 31Q: 3 clusters Score -1742216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1742220.875000 Penalty: 4728.549316
	Iteration 32Q: 3 clusters Score -1742221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1742222.125000 Penalty: 4728.549316
	Iteration 33Q: 3 clusters Score -1742222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1742222.625000 Penalty: 4728.549316
	Iteration 34Q: 3 clusters Score -1742223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1742225.875000 Penalty: 4728.549316
	Iteration 35Q: 3 clusters Score -1742226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1742228.750000 Penalty: 4728.549316
	Iteration 36Q: 3 clusters Score -1742229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1742231.750000 Penalty: 4728.549316
	Iteration 37Q: 3 clusters Score -1742232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1742232.000000 Penalty: 4728.549316
	Iteration 38Q: 3 clusters Score -1742232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1742231.250000 Penalty: 4728.549316
	Iteration 39Q: 3 clusters Score -1742231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1742231.625000 Penalty: 4728.549316
	Iteration 40F: 3 clusters Score -1742232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1742229.875000 Penalty: 4728.549316
	Iteration 41Q: 3 clusters Score -1742230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1742229.500000 Penalty: 4728.549316
	Iteration 42Q: 3 clusters Score -1742230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1742232.250000 Penalty: 4728.549316
	Iteration 43Q: 3 clusters Score -1742232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1742232.000000 Penalty: 4728.549316
	Iteration 44Q: 3 clusters Score -1742232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1742241.625000 Penalty: 4728.549316
	Iteration 45Q: 3 clusters Score -1742242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1742241.250000 Penalty: 4728.549316
	Iteration 46Q: 3 clusters Score -1742241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1742237.250000 Penalty: 4728.549316
	Iteration 47Q: 3 clusters Score -1742237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1742241.375000 Penalty: 4728.549316
	Iteration 48Q: 3 clusters Score -1742241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1742243.625000 Penalty: 4728.549316
	Iteration 49Q: 3 clusters Score -1742244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1742245.125000 Penalty: 4728.549316
	Iteration 50Q: 3 clusters Score -1742245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1742242.750000 Penalty: 4728.549316
	Iteration 51Q: 3 clusters Score -1742243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1742243.250000 Penalty: 4728.549316
	Iteration 52Q: 3 clusters Score -1742243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1742245.000000 Penalty: 4728.549316
	Iteration 53Q: 3 clusters Score -1742245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1742243.750000 Penalty: 4728.549316
	Iteration 54Q: 3 clusters Score -1742244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1742246.375000 Penalty: 4728.549316
	Iteration 55Q: 3 clusters Score -1742246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1742246.000000 Penalty: 4728.549316
	Iteration 56Q: 3 clusters Score -1742246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1742244.125000 Penalty: 4728.549316
	Iteration 57Q: 3 clusters Score -1742244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1742245.125000 Penalty: 4728.549316
	Iteration 58Q: 3 clusters Score -1742245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1742246.500000 Penalty: 4728.549316
	Iteration 59Q: 3 clusters Score -1742246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1742248.000000 Penalty: 4728.549316
	Iteration 60F: 3 clusters Score -1742248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1742247.625000 Penalty: 4728.549316
	Iteration 61Q: 3 clusters Score -1742248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1742248.250000 Penalty: 4728.549316
	Iteration 62Q: 3 clusters Score -1742248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1742248.250000 Penalty: 4728.549316
	Iteration 63F: 3 clusters Score -1742248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -138887.937500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -138887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136914.187500 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -136914.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137562.687500 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -137562.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137783.609375 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -137783.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -137905.046875 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -137905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138003.125000 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -138003.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -138063.765625 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -138063.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -138095.140625 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -138095.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -138130.421875 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -138130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -138151.593750 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -138151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -138162.578125 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -138162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -138179.859375 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -138179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -138198.734375 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -138198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -138210.359375 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -138210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -138219.875000 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -138219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -138229.812500 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -138229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -138233.890625 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -138233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -138234.937500 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -138234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -138235.750000 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -138235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -138235.750000 Penalty: 3517.916504
	Iteration 18F: 3 clusters Score -138235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10949.780273 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10949.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11021.622070 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11021.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11040.257812 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11040.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11050.844727 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11050.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11055.836914 Penalty: 2504.728760
	Iteration 4Q: 3 clusters Score -11055.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11055.836914 Penalty: 2504.728760
	Iteration 5F: 3 clusters Score -11055.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -413488.406250 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -413488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -409908.250000 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -409908.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -410689.593750 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -410689.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -410916.062500 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -410916.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -411057.718750 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -411057.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -411170.375000 Penalty: 4041.772461
	Iteration 4Q: 3 clusters Score -411170.4 nChanged 126
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: -411273.031250 Penalty: 4041.772461
	Iteration 5Q: 3 clusters Score -411273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -411373.281250 Penalty: 4041.772461
	Iteration 6Q: 3 clusters Score -411373.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -411454.468750 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -411454.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -411534.375000 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -411534.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -411633.312500 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -411633.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411730.187500 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -411730.2 nChanged 88
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: -411812.156250 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -411812.2 nChanged 82
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: -411884.875000 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -411884.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411943.093750 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -411943.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -411972.968750 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -411973 nChanged 38
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: -411993.812500 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -411993.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -412019.250000 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -412019.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -412034.562500 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -412034.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -412045.218750 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -412045.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -412056.687500 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -412056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -412065.406250 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -412065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -412071.500000 Penalty: 4041.772461
	Iteration 21Q: 3 clusters Score -412071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -412074.625000 Penalty: 4041.772461
	Iteration 22Q: 3 clusters Score -412074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -412075.750000 Penalty: 4041.772461
	Iteration 23Q: 3 clusters Score -412075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -412075.750000 Penalty: 4041.772461
	Iteration 24F: 3 clusters Score -412075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -550974.125000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -550974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -546800.250000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -546800.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -547779.937500 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -547779.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -548002.375000 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -548002.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -548188.625000 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -548188.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -548390.125000 Penalty: 4164.940430
	Iteration 4F: 3 clusters Score -548390.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -548656.875000 Penalty: 4164.940430
	Iteration 5F: 3 clusters Score -548656.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -549105.937500 Penalty: 4164.940430
	Iteration 6F: 3 clusters Score -549105.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -549838.375000 Penalty: 4164.940430
	Iteration 7F: 3 clusters Score -549838.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -550726.312500 Penalty: 4164.940430
	Iteration 8F: 3 clusters Score -550726.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -551384.750000 Penalty: 4164.940430
	Iteration 9F: 3 clusters Score -551384.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -551572.125000 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -551572.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -551612.625000 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -551612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -551635.500000 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -551635.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -551653.187500 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -551653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -551667.125000 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -551667.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -551681.812500 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -551681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -551686.625000 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -551686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -551690.437500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -551690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -551691.687500 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -551691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -551693.687500 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -551693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -551694.375000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -551694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -551694.062500 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -551694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -551694.812500 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -551694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -551694.812500 Penalty: 4164.940430
	Iteration 23F: 3 clusters Score -551694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Mstep: Class 46 contains 2288 members 
Entering Unmasked Estep 
Score: -141989904.000000 Penalty: 159404.984375
Splitting cluster 33 changes total score from -141989552.000000 to -141989904.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 34 (28068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Entering Unmasked Estep 
Score: -3483106.000000 Penalty: 2540.111816
	Iteration 0F: 2 clusters Score -3483106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3463618.500000 Penalty: 5080.223633
	Iteration 0F: 3 clusters Score -3463618 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3470939.750000 Penalty: 5080.223633
	Iteration 1F: 3 clusters Score -3470940 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3471639.000000 Penalty: 5080.223633
	Iteration 2F: 3 clusters Score -3471639 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3472388.750000 Penalty: 5080.223633
	Iteration 3F: 3 clusters Score -3472389 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3473154.000000 Penalty: 5080.223633
	Iteration 4F: 3 clusters Score -3473154 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3474004.750000 Penalty: 5080.223633
	Iteration 5F: 3 clusters Score -3474005 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3474938.750000 Penalty: 5080.223633
	Iteration 6F: 3 clusters Score -3474939 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3475923.750000 Penalty: 5080.223633
	Iteration 7F: 3 clusters Score -3475924 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3476902.000000 Penalty: 5080.223633
	Iteration 8Q: 3 clusters Score -3476902 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3477825.500000 Penalty: 5080.223633
	Iteration 9Q: 3 clusters Score -3477826 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3478547.500000 Penalty: 5080.223633
	Iteration 10Q: 3 clusters Score -3478548 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3479192.500000 Penalty: 5080.223633
	Iteration 11Q: 3 clusters Score -3479192 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3479630.250000 Penalty: 5080.223633
	Iteration 12Q: 3 clusters Score -3479630 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3479947.250000 Penalty: 5080.223633
	Iteration 13Q: 3 clusters Score -3479947 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3480192.250000 Penalty: 5080.223633
	Iteration 14Q: 3 clusters Score -3480192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3480370.500000 Penalty: 5080.223633
	Iteration 15Q: 3 clusters Score -3480370 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3480520.750000 Penalty: 5080.223633
	Iteration 16Q: 3 clusters Score -3480521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3480621.750000 Penalty: 5080.223633
	Iteration 17Q: 3 clusters Score -3480622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3480683.500000 Penalty: 5080.223633
	Iteration 18Q: 3 clusters Score -3480684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3480728.500000 Penalty: 5080.223633
	Iteration 19Q: 3 clusters Score -3480728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3480753.750000 Penalty: 5080.223633
	Iteration 20F: 3 clusters Score -3480754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3480786.000000 Penalty: 5080.223633
	Iteration 21Q: 3 clusters Score -3480786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3480819.250000 Penalty: 5080.223633
	Iteration 22Q: 3 clusters Score -3480819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3480839.750000 Penalty: 5080.223633
	Iteration 23Q: 3 clusters Score -3480840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3480853.250000 Penalty: 5080.223633
	Iteration 24Q: 3 clusters Score -3480853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3480873.750000 Penalty: 5080.223633
	Iteration 25Q: 3 clusters Score -3480874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3480880.750000 Penalty: 5080.223633
	Iteration 26Q: 3 clusters Score -3480881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3480890.000000 Penalty: 5080.223633
	Iteration 27Q: 3 clusters Score -3480890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3480898.250000 Penalty: 5080.223633
	Iteration 28Q: 3 clusters Score -3480898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3480904.250000 Penalty: 5080.223633
	Iteration 29Q: 3 clusters Score -3480904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3480912.500000 Penalty: 5080.223633
	Iteration 30Q: 3 clusters Score -3480912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3480922.250000 Penalty: 5080.223633
	Iteration 31Q: 3 clusters Score -3480922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3480925.500000 Penalty: 5080.223633
	Iteration 32Q: 3 clusters Score -3480926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3480933.500000 Penalty: 5080.223633
	Iteration 33Q: 3 clusters Score -3480934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3480937.500000 Penalty: 5080.223633
	Iteration 34Q: 3 clusters Score -3480938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3480947.250000 Penalty: 5080.223633
	Iteration 35Q: 3 clusters Score -3480947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3480951.000000 Penalty: 5080.223633
	Iteration 36Q: 3 clusters Score -3480951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3480950.750000 Penalty: 5080.223633
	Iteration 37Q: 3 clusters Score -3480951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3480960.000000 Penalty: 5080.223633
	Iteration 38Q: 3 clusters Score -3480960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3480962.000000 Penalty: 5080.223633
	Iteration 39Q: 3 clusters Score -3480962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3480959.250000 Penalty: 5080.223633
	Iteration 40F: 3 clusters Score -3480959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3480960.500000 Penalty: 5080.223633
	Iteration 41Q: 3 clusters Score -3480960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3480971.250000 Penalty: 5080.223633
	Iteration 42Q: 3 clusters Score -3480971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3480977.000000 Penalty: 5080.223633
	Iteration 43Q: 3 clusters Score -3480977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3480980.250000 Penalty: 5080.223633
	Iteration 44Q: 3 clusters Score -3480980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3480982.250000 Penalty: 5080.223633
	Iteration 45Q: 3 clusters Score -3480982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3480980.250000 Penalty: 5080.223633
	Iteration 46Q: 3 clusters Score -3480980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3480980.250000 Penalty: 5080.223633
	Iteration 47F: 3 clusters Score -3480980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -743137.437500 Penalty: 2158.798828
	Iteration 0F: 2 clusters Score -743137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -737983.875000 Penalty: 4317.597656
	Iteration 0F: 3 clusters Score -737983.9 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -739259.375000 Penalty: 4317.597656
	Iteration 1F: 3 clusters Score -739259.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -739483.250000 Penalty: 4317.597656
	Iteration 2F: 3 clusters Score -739483.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -739621.500000 Penalty: 4317.597656
	Iteration 3Q: 3 clusters Score -739621.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -739722.187500 Penalty: 4317.597656
	Iteration 4Q: 3 clusters Score -739722.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -739800.687500 Penalty: 4317.597656
	Iteration 5Q: 3 clusters Score -739800.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -739859.125000 Penalty: 4317.597656
	Iteration 6Q: 3 clusters Score -739859.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -739912.750000 Penalty: 4317.597656
	Iteration 7Q: 3 clusters Score -739912.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -739960.875000 Penalty: 4317.597656
	Iteration 8Q: 3 clusters Score -739960.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -740008.437500 Penalty: 4317.597656
	Iteration 9Q: 3 clusters Score -740008.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -740050.750000 Penalty: 4317.597656
	Iteration 10Q: 3 clusters Score -740050.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -740095.312500 Penalty: 4317.597656
	Iteration 11Q: 3 clusters Score -740095.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -740135.687500 Penalty: 4317.597656
	Iteration 12Q: 3 clusters Score -740135.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -740166.812500 Penalty: 4317.597656
	Iteration 13Q: 3 clusters Score -740166.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -740202.812500 Penalty: 4317.597656
	Iteration 14Q: 3 clusters Score -740202.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -740238.625000 Penalty: 4317.597656
	Iteration 15Q: 3 clusters Score -740238.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -740272.687500 Penalty: 4317.597656
	Iteration 16Q: 3 clusters Score -740272.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -740309.562500 Penalty: 4317.597656
	Iteration 17Q: 3 clusters Score -740309.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -740352.000000 Penalty: 4317.597656
	Iteration 18Q: 3 clusters Score -740352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -740400.500000 Penalty: 4317.597656
	Iteration 19Q: 3 clusters Score -740400.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -740444.875000 Penalty: 4317.597656
	Iteration 20F: 3 clusters Score -740444.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -740501.375000 Penalty: 4317.597656
	Iteration 21Q: 3 clusters Score -740501.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -740558.312500 Penalty: 4317.597656
	Iteration 22Q: 3 clusters Score -740558.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -740616.875000 Penalty: 4317.597656
	Iteration 23Q: 3 clusters Score -740616.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -740664.125000 Penalty: 4317.597656
	Iteration 24Q: 3 clusters Score -740664.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -740709.187500 Penalty: 4317.597656
	Iteration 25Q: 3 clusters Score -740709.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -740757.187500 Penalty: 4317.597656
	Iteration 26Q: 3 clusters Score -740757.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -740799.187500 Penalty: 4317.597656
	Iteration 27Q: 3 clusters Score -740799.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -740840.312500 Penalty: 4317.597656
	Iteration 28Q: 3 clusters Score -740840.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -740873.500000 Penalty: 4317.597656
	Iteration 29Q: 3 clusters Score -740873.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -740918.625000 Penalty: 4317.597656
	Iteration 30Q: 3 clusters Score -740918.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -740957.125000 Penalty: 4317.597656
	Iteration 31Q: 3 clusters Score -740957.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -740998.937500 Penalty: 4317.597656
	Iteration 32Q: 3 clusters Score -740998.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -741038.625000 Penalty: 4317.597656
	Iteration 33Q: 3 clusters Score -741038.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -741068.562500 Penalty: 4317.597656
	Iteration 34Q: 3 clusters Score -741068.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -741095.625000 Penalty: 4317.597656
	Iteration 35Q: 3 clusters Score -741095.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -741133.250000 Penalty: 4317.597656
	Iteration 36Q: 3 clusters Score -741133.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -741159.937500 Penalty: 4317.597656
	Iteration 37Q: 3 clusters Score -741159.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -741182.125000 Penalty: 4317.597656
	Iteration 38Q: 3 clusters Score -741182.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -741195.375000 Penalty: 4317.597656
	Iteration 39Q: 3 clusters Score -741195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -741207.312500 Penalty: 4317.597656
	Iteration 40F: 3 clusters Score -741207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -741214.250000 Penalty: 4317.597656
	Iteration 41Q: 3 clusters Score -741214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -741221.812500 Penalty: 4317.597656
	Iteration 42Q: 3 clusters Score -741221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -741224.437500 Penalty: 4317.597656
	Iteration 43Q: 3 clusters Score -741224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -741227.875000 Penalty: 4317.597656
	Iteration 44Q: 3 clusters Score -741227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -741233.187500 Penalty: 4317.597656
	Iteration 45Q: 3 clusters Score -741233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -741239.500000 Penalty: 4317.597656
	Iteration 46Q: 3 clusters Score -741239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -741242.750000 Penalty: 4317.597656
	Iteration 47Q: 3 clusters Score -741242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -741247.875000 Penalty: 4317.597656
	Iteration 48Q: 3 clusters Score -741247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -741251.625000 Penalty: 4317.597656
	Iteration 49Q: 3 clusters Score -741251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -741253.687500 Penalty: 4317.597656
	Iteration 50Q: 3 clusters Score -741253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -741255.437500 Penalty: 4317.597656
	Iteration 51Q: 3 clusters Score -741255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -741256.750000 Penalty: 4317.597656
	Iteration 52Q: 3 clusters Score -741256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -741258.250000 Penalty: 4317.597656
	Iteration 53Q: 3 clusters Score -741258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -741258.250000 Penalty: 4317.597656
	Iteration 54F: 3 clusters Score -741258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Entering Unmasked Estep 
Score: -6055944.500000 Penalty: 2678.684082
	Iteration 0F: 2 clusters Score -6055944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6022847.000000 Penalty: 5357.368164
	Iteration 0F: 3 clusters Score -6022847 nChanged 22642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6035441.000000 Penalty: 5357.368164
	Iteration 1F: 3 clusters Score -6035441 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6035957.500000 Penalty: 5357.368164
	Iteration 2Q: 3 clusters Score -6035958 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6036345.000000 Penalty: 5357.368164
	Iteration 3Q: 3 clusters Score -6036345 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6036739.500000 Penalty: 5357.368164
	Iteration 4Q: 3 clusters Score -6036740 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -6037263.500000 Penalty: 5357.368164
	Iteration 5Q: 3 clusters Score -6037264 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6037852.500000 Penalty: 5357.368164
	Iteration 6Q: 3 clusters Score -6037852 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -6038673.500000 Penalty: 5357.368164
	Iteration 7Q: 3 clusters Score -6038674 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -6039796.500000 Penalty: 5357.368164
	Iteration 8Q: 3 clusters Score -6039796 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -6041414.000000 Penalty: 5357.368164
	Iteration 9F: 3 clusters Score -6041414 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -6043634.000000 Penalty: 5357.368164
	Iteration 10F: 3 clusters Score -6043634 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -6046305.500000 Penalty: 5357.368164
	Iteration 11F: 3 clusters Score -6046306 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6048956.000000 Penalty: 5357.368164
	Iteration 12F: 3 clusters Score -6048956 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6051094.000000 Penalty: 5357.368164
	Iteration 13Q: 3 clusters Score -6051094 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6052348.000000 Penalty: 5357.368164
	Iteration 14Q: 3 clusters Score -6052348 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6053009.000000 Penalty: 5357.368164
	Iteration 15Q: 3 clusters Score -6053009 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6053293.500000 Penalty: 5357.368164
	Iteration 16Q: 3 clusters Score -6053294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6053457.000000 Penalty: 5357.368164
	Iteration 17Q: 3 clusters Score -6053457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -6053530.500000 Penalty: 5357.368164
	Iteration 18Q: 3 clusters Score -6053530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -6053562.000000 Penalty: 5357.368164
	Iteration 19Q: 3 clusters Score -6053562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6053576.500000 Penalty: 5357.368164
	Iteration 20F: 3 clusters Score -6053576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6053589.500000 Penalty: 5357.368164
	Iteration 21Q: 3 clusters Score -6053590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6053601.500000 Penalty: 5357.368164
	Iteration 22Q: 3 clusters Score -6053602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -6053614.000000 Penalty: 5357.368164
	Iteration 23Q: 3 clusters Score -6053614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6053605.500000 Penalty: 5357.368164
	Iteration 24Q: 3 clusters Score -6053606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6053610.500000 Penalty: 5357.368164
	Iteration 25Q: 3 clusters Score -6053610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6053610.500000 Penalty: 5357.368164
	Iteration 26F: 3 clusters Score -6053610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (114273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114273 members 
Entering Unmasked Estep 
Score: -14317847.000000 Penalty: 2888.293701
	Iteration 0F: 2 clusters Score -1.431785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -14241252.000000 Penalty: 5776.587402
	Iteration 0F: 3 clusters Score -1.424125e+07 nChanged 54295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -14272316.000000 Penalty: 5776.587402
	Iteration 1F: 3 clusters Score -1.427232e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -14273165.000000 Penalty: 5776.587402
	Iteration 2Q: 3 clusters Score -1.427316e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -14274345.000000 Penalty: 5776.587402
	Iteration 3Q: 3 clusters Score -1.427434e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -14276173.000000 Penalty: 5776.587402
	Iteration 4Q: 3 clusters Score -1.427617e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -14279456.000000 Penalty: 5776.587402
	Iteration 5F: 3 clusters Score -1.427946e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -14285299.000000 Penalty: 5776.587402
	Iteration 6F: 3 clusters Score -1.42853e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -14293884.000000 Penalty: 5776.587402
	Iteration 7F: 3 clusters Score -1.429388e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -14303721.000000 Penalty: 5776.587402
	Iteration 8F: 3 clusters Score -1.430372e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -14310616.000000 Penalty: 5776.587402
	Iteration 9F: 3 clusters Score -1.431062e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -14313665.000000 Penalty: 5776.587402
	Iteration 10Q: 3 clusters Score -1.431366e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -14314707.000000 Penalty: 5776.587402
	Iteration 11Q: 3 clusters Score -1.431471e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -14315044.000000 Penalty: 5776.587402
	Iteration 12Q: 3 clusters Score -1.431504e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -14315158.000000 Penalty: 5776.587402
	Iteration 13Q: 3 clusters Score -1.431516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -14315236.000000 Penalty: 5776.587402
	Iteration 14Q: 3 clusters Score -1.431524e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -14315257.000000 Penalty: 5776.587402
	Iteration 15Q: 3 clusters Score -1.431526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -14315288.000000 Penalty: 5776.587402
	Iteration 16Q: 3 clusters Score -1.431529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -14315328.000000 Penalty: 5776.587402
	Iteration 17Q: 3 clusters Score -1.431533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113970 members 
Entering Unmasked Estep 
Score: -14315340.000000 Penalty: 5776.587402
	Iteration 18Q: 3 clusters Score -1.431534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14315347.000000 Penalty: 5776.587402
	Iteration 19Q: 3 clusters Score -1.431535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14315348.000000 Penalty: 5776.587402
	Iteration 20F: 3 clusters Score -1.431535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -14315358.000000 Penalty: 5776.587402
	Iteration 21Q: 3 clusters Score -1.431536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14315359.000000 Penalty: 5776.587402
	Iteration 22Q: 3 clusters Score -1.431536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14315354.000000 Penalty: 5776.587402
	Iteration 23Q: 3 clusters Score -1.431535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -14315354.000000 Penalty: 5776.587402
	Iteration 24F: 3 clusters Score -1.431535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134817.343750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134817.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135471.625000 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135471.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -135795.546875 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135795.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136125.750000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -136125.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136237.687500 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -136237.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -136290.828125 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -136290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -136308.406250 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136317.250000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -136321.078125 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -136323.859375 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -136329.734375 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136345.765625 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -136353.203125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -136361.531250 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -136366.968750 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -136368.437500 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -136370.671875 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -136370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -136372.421875 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -136372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -136374.531250 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -136374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136376.484375 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -136376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -136377.765625 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -136377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -136379.265625 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -136379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -136379.265625 Penalty: 3516.678223
	Iteration 22F: 3 clusters Score -136379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -48189.160156 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -48189.16 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: -46763.449219 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -46763.45 nChanged 64
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: -46925.734375 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -46925.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46994.503906 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -46994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47024.855469 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -47024.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47057.796875 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -47057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47074.667969 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -47074.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47086.542969 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -47086.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47098.777344 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -47098.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47105.476562 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -47105.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47108.003906 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -47108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47112.773438 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -47112.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47116.132812 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -47116.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47116.132812 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -47116.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -870918.125000 Penalty: 2224.414795
	Iteration 0F: 2 clusters Score -870918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -864520.187500 Penalty: 4448.829590
	Iteration 0F: 3 clusters Score -864520.2 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -866369.375000 Penalty: 4448.829590
	Iteration 1F: 3 clusters Score -866369.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -866785.312500 Penalty: 4448.829590
	Iteration 2F: 3 clusters Score -866785.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -867187.125000 Penalty: 4448.829590
	Iteration 3F: 3 clusters Score -867187.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -867600.187500 Penalty: 4448.829590
	Iteration 4F: 3 clusters Score -867600.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -868067.937500 Penalty: 4448.829590
	Iteration 5F: 3 clusters Score -868067.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -868532.312500 Penalty: 4448.829590
	Iteration 6F: 3 clusters Score -868532.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -868936.500000 Penalty: 4448.829590
	Iteration 7F: 3 clusters Score -868936.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -869253.750000 Penalty: 4448.829590
	Iteration 8Q: 3 clusters Score -869253.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -869510.937500 Penalty: 4448.829590
	Iteration 9Q: 3 clusters Score -869510.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -869731.375000 Penalty: 4448.829590
	Iteration 10Q: 3 clusters Score -869731.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -869864.937500 Penalty: 4448.829590
	Iteration 11Q: 3 clusters Score -869864.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -869947.250000 Penalty: 4448.829590
	Iteration 12Q: 3 clusters Score -869947.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -870002.062500 Penalty: 4448.829590
	Iteration 13Q: 3 clusters Score -870002.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -870036.937500 Penalty: 4448.829590
	Iteration 14Q: 3 clusters Score -870036.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -870052.937500 Penalty: 4448.829590
	Iteration 15Q: 3 clusters Score -870052.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -870064.812500 Penalty: 4448.829590
	Iteration 16Q: 3 clusters Score -870064.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -870077.000000 Penalty: 4448.829590
	Iteration 17Q: 3 clusters Score -870077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -870085.625000 Penalty: 4448.829590
	Iteration 18Q: 3 clusters Score -870085.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -870097.125000 Penalty: 4448.829590
	Iteration 19Q: 3 clusters Score -870097.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -870109.125000 Penalty: 4448.829590
	Iteration 20F: 3 clusters Score -870109.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -870122.125000 Penalty: 4448.829590
	Iteration 21Q: 3 clusters Score -870122.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -870130.812500 Penalty: 4448.829590
	Iteration 22Q: 3 clusters Score -870130.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -870139.312500 Penalty: 4448.829590
	Iteration 23Q: 3 clusters Score -870139.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -870142.125000 Penalty: 4448.829590
	Iteration 24Q: 3 clusters Score -870142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -870148.500000 Penalty: 4448.829590
	Iteration 25Q: 3 clusters Score -870148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -870151.687500 Penalty: 4448.829590
	Iteration 26Q: 3 clusters Score -870151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -870156.625000 Penalty: 4448.829590
	Iteration 27Q: 3 clusters Score -870156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -870162.750000 Penalty: 4448.829590
	Iteration 28Q: 3 clusters Score -870162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -870162.812500 Penalty: 4448.829590
	Iteration 29Q: 3 clusters Score -870162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -870165.562500 Penalty: 4448.829590
	Iteration 30Q: 3 clusters Score -870165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -870166.312500 Penalty: 4448.829590
	Iteration 31Q: 3 clusters Score -870166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -870169.937500 Penalty: 4448.829590
	Iteration 32Q: 3 clusters Score -870169.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -870173.625000 Penalty: 4448.829590
	Iteration 33Q: 3 clusters Score -870173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -870176.187500 Penalty: 4448.829590
	Iteration 34Q: 3 clusters Score -870176.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -870178.437500 Penalty: 4448.829590
	Iteration 35Q: 3 clusters Score -870178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -870181.375000 Penalty: 4448.829590
	Iteration 36Q: 3 clusters Score -870181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -870185.375000 Penalty: 4448.829590
	Iteration 37Q: 3 clusters Score -870185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -870187.437500 Penalty: 4448.829590
	Iteration 38Q: 3 clusters Score -870187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -870188.750000 Penalty: 4448.829590
	Iteration 39Q: 3 clusters Score -870188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -870189.625000 Penalty: 4448.829590
	Iteration 40F: 3 clusters Score -870189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -870189.812500 Penalty: 4448.829590
	Iteration 41Q: 3 clusters Score -870189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -870189.437500 Penalty: 4448.829590
	Iteration 42Q: 3 clusters Score -870189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -870190.750000 Penalty: 4448.829590
	Iteration 43Q: 3 clusters Score -870190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -870190.687500 Penalty: 4448.829590
	Iteration 44Q: 3 clusters Score -870190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -870191.312500 Penalty: 4448.829590
	Iteration 45Q: 3 clusters Score -870191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -870192.062500 Penalty: 4448.829590
	Iteration 46Q: 3 clusters Score -870192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -870194.687500 Penalty: 4448.829590
	Iteration 47Q: 3 clusters Score -870194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -870195.312500 Penalty: 4448.829590
	Iteration 48Q: 3 clusters Score -870195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -870194.250000 Penalty: 4448.829590
	Iteration 49Q: 3 clusters Score -870194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -870196.937500 Penalty: 4448.829590
	Iteration 50Q: 3 clusters Score -870196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -870195.500000 Penalty: 4448.829590
	Iteration 51Q: 3 clusters Score -870195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -870196.687500 Penalty: 4448.829590
	Iteration 52Q: 3 clusters Score -870196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -870196.187500 Penalty: 4448.829590
	Iteration 53Q: 3 clusters Score -870196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -870196.187500 Penalty: 4448.829590
	Iteration 54F: 3 clusters Score -870196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -430346.343750 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -430346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -426792.187500 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -426792.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -427506.218750 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -427506.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -427668.187500 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -427668.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -427776.750000 Penalty: 4036.728271
	Iteration 3Q: 3 clusters Score -427776.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -427851.843750 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -427851.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -427910.312500 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -427910.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -427954.343750 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -427954.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -428004.281250 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -428004.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428057.750000 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -428057.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -428123.437500 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -428123.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -428182.625000 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -428182.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -428230.812500 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -428230.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -428279.468750 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -428279.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -428340.156250 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -428340.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -428394.062500 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -428394.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -428435.375000 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -428435.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428483.156250 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -428483.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -428518.343750 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -428518.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -428553.500000 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -428553.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -428581.187500 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -428581.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -428608.625000 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -428608.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -428633.750000 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -428633.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428653.156250 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -428653.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -428674.687500 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -428674.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -428697.343750 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -428697.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -428710.281250 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -428710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -428714.312500 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -428714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -428717.843750 Penalty: 4036.728271
	Iteration 27Q: 3 clusters Score -428717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -428723.812500 Penalty: 4036.728271
	Iteration 28Q: 3 clusters Score -428723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -428732.468750 Penalty: 4036.728271
	Iteration 29Q: 3 clusters Score -428732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -428742.156250 Penalty: 4036.728271
	Iteration 30Q: 3 clusters Score -428742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -428751.781250 Penalty: 4036.728271
	Iteration 31Q: 3 clusters Score -428751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -428760.656250 Penalty: 4036.728271
	Iteration 32Q: 3 clusters Score -428760.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -428774.343750 Penalty: 4036.728271
	Iteration 33Q: 3 clusters Score -428774.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -428784.843750 Penalty: 4036.728271
	Iteration 34Q: 3 clusters Score -428784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -428794.406250 Penalty: 4036.728271
	Iteration 35Q: 3 clusters Score -428794.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -428804.500000 Penalty: 4036.728271
	Iteration 36Q: 3 clusters Score -428804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -428812.187500 Penalty: 4036.728271
	Iteration 37Q: 3 clusters Score -428812.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -428818.875000 Penalty: 4036.728271
	Iteration 38Q: 3 clusters Score -428818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -428825.406250 Penalty: 4036.728271
	Iteration 39Q: 3 clusters Score -428825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -428828.812500 Penalty: 4036.728271
	Iteration 40F: 3 clusters Score -428828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -428831.375000 Penalty: 4036.728271
	Iteration 41Q: 3 clusters Score -428831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -428832.406250 Penalty: 4036.728271
	Iteration 42Q: 3 clusters Score -428832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -428833.343750 Penalty: 4036.728271
	Iteration 43Q: 3 clusters Score -428833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -428835.031250 Penalty: 4036.728271
	Iteration 44Q: 3 clusters Score -428835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -428838.312500 Penalty: 4036.728271
	Iteration 45Q: 3 clusters Score -428838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -428839.656250 Penalty: 4036.728271
	Iteration 46Q: 3 clusters Score -428839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -428840.375000 Penalty: 4036.728271
	Iteration 47Q: 3 clusters Score -428840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -428842.656250 Penalty: 4036.728271
	Iteration 48Q: 3 clusters Score -428842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -428842.937500 Penalty: 4036.728271
	Iteration 49Q: 3 clusters Score -428842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -428845.875000 Penalty: 4036.728271
	Iteration 50Q: 3 clusters Score -428845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -428846.312500 Penalty: 4036.728271
	Iteration 51Q: 3 clusters Score -428846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -428847.781250 Penalty: 4036.728271
	Iteration 52Q: 3 clusters Score -428847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -428847.968750 Penalty: 4036.728271
	Iteration 53Q: 3 clusters Score -428848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -428848.875000 Penalty: 4036.728271
	Iteration 54Q: 3 clusters Score -428848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -428848.875000 Penalty: 4036.728271
	Iteration 55F: 3 clusters Score -428848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75539.992188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75539.99 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75919.695312 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75919.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76195.218750 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76195.22 nChanged 69
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: -76516.960938 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76516.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77091.554688 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -77091.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77355.859375 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -77355.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77486.570312 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -77486.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77568.851562 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -77568.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77622.882812 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -77622.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77638.234375 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -77638.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77638.234375 Penalty: 3284.877197
	Iteration 10F: 3 clusters Score -77638.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 260 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 492 members 
Entering Unmasked Estep 
Score: -141988288.000000 Penalty: 162870.312500
Splitting cluster 42 changes total score from -141989552.000000 to -141988288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -36088.957031 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -36088.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34767.664062 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -34767.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34930.707031 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -34930.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34965.765625 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -34965.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34989.703125 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -34989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35003.214844 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -35003.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35025.816406 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -35025.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35035.527344 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -35035.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35043.886719 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -35043.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35047.968750 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -35047.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35047.968750 Penalty: 2948.928711
	Iteration 9F: 3 clusters Score -35047.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34566.656250 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34566.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34801.058594 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34801.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34915.488281 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -34915.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35063.722656 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -35063.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35452.699219 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -35452.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35542.191406 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -35542.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35613.222656 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -35613.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35656.902344 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -35656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35695.007812 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -35695.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35766.632812 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -35766.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35811.320312 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -35811.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35857.296875 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -35857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35878.957031 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -35878.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35888.761719 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -35888.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35896.054688 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -35896.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35901.121094 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -35901.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -35901.121094 Penalty: 2956.658691
	Iteration 16F: 3 clusters Score -35901.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 288 members 
Mstep: Class 45 contains 5910 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 100 members 
Entering Unmasked Estep 
Score: -141987888.000000 Penalty: 162870.312500
Splitting cluster 44 changes total score from -141989552.000000 to -141987888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -710846.000000 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -710846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -705841.812500 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -705841.8 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -707186.750000 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -707186.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -707459.062500 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -707459.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -707663.375000 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -707663.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -707862.187500 Penalty: 4307.463379
	Iteration 4Q: 3 clusters Score -707862.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -708021.250000 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -708021.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -708152.812500 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -708152.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -708243.562500 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -708243.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -708308.562500 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -708308.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -708361.812500 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -708361.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -708417.000000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -708417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -708475.000000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -708475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -708528.000000 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -708528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -708567.625000 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -708567.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -708597.875000 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -708597.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -708627.312500 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -708627.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -708666.812500 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -708666.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -708702.125000 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -708702.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -708743.812500 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -708743.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -708798.562500 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -708798.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -708853.187500 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -708853.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -708925.500000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -708925.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -709018.125000 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -709018.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -709120.000000 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -709120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -709236.062500 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -709236.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -709358.812500 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -709358.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -709459.875000 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -709459.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -709536.437500 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -709536.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -709584.562500 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -709584.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -709618.125000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -709618.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -709645.750000 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -709645.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -709661.125000 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -709661.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -709668.687500 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -709668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -709672.187500 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -709672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -709675.125000 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -709675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709673.937500 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -709673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -709674.125000 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -709674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -709675.937500 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -709675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -709676.312500 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -709676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -709676.062500 Penalty: 4307.463379
	Iteration 39Q: 3 clusters Score -709676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -709676.625000 Penalty: 4307.463379
	Iteration 40F: 3 clusters Score -709676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10603 members 
Mstep: Class 9 contains 25985 members 
Mstep: Class 10 contains 167491 members 
Mstep: Class 12 contains 95989 members 
Mstep: Class 13 contains 314395 members 
Mstep: Class 14 contains 6325 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38712 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16622 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52305 members 
Mstep: Class 29 contains 13813 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 28068 members 
Mstep: Class 35 contains 6032 members 
Mstep: Class 36 contains 49077 members 
Mstep: Class 37 contains 114273 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141992448.000000 Penalty: 159404.984375
Iteration 119Q: 47 clusters Score -1.419924e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64534 members 
Mstep: Class 3 contains 32034 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12706 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 10645 members 
Mstep: Class 9 contains 26009 members 
Mstep: Class 10 contains 167243 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 95969 members 
Mstep: Class 13 contains 315099 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11972 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38682 members 
Mstep: Class 20 contains 9992 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16615 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 52337 members 
Mstep: Class 29 contains 13730 members 
Mstep: Class 30 contains 1203 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 28056 members 
Mstep: Class 35 contains 6048 members 
Mstep: Class 36 contains 49025 members 
Mstep: Class 37 contains 114673 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7873 members 
Mstep: Class 41 contains 3352 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5912 members 
Mstep: Class 46 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141995840.000000 Penalty: 159404.984375
Iteration 120F: 47 clusters Score -1.419958e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 64384 members 
Mstep: Class 3 contains 31922 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12720 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 10627 members 
Mstep: Class 9 contains 26008 members 
Mstep: Class 10 contains 167057 members 
Mstep: Class 11 contains 15018 members 
Mstep: Class 12 contains 95817 members 
Mstep: Class 13 contains 314609 members 
Mstep: Class 14 contains 6318 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38646 members 
Mstep: Class 20 contains 10014 members 
Mstep: Class 21 contains 6671 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 16604 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 52286 members 
Mstep: Class 29 contains 13658 members 
Mstep: Class 30 contains 1202 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2128 members 
Mstep: Class 34 contains 28042 members 
Mstep: Class 35 contains 6068 members 
Mstep: Class 36 contains 48999 members 
Mstep: Class 37 contains 114652 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 3301 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141997632.000000 Penalty: 159404.984375
Iteration 121Q: 47 clusters Score -1.419976e+08 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 64272 members 
Mstep: Class 3 contains 31881 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12730 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 10614 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 166859 members 
Mstep: Class 11 contains 15893 members 
Mstep: Class 12 contains 95795 members 
Mstep: Class 13 contains 314249 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11930 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38630 members 
Mstep: Class 20 contains 10025 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 16600 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6173 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 52236 members 
Mstep: Class 29 contains 13594 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 28036 members 
Mstep: Class 35 contains 6087 members 
Mstep: Class 36 contains 48961 members 
Mstep: Class 37 contains 114699 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7901 members 
Mstep: Class 41 contains 3278 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998032.000000 Penalty: 159404.984375
Iteration 122Q: 47 clusters Score -1.41998e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 64202 members 
Mstep: Class 3 contains 31869 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12742 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 26024 members 
Mstep: Class 10 contains 166676 members 
Mstep: Class 11 contains 16505 members 
Mstep: Class 12 contains 95810 members 
Mstep: Class 13 contains 314002 members 
Mstep: Class 14 contains 6318 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38618 members 
Mstep: Class 20 contains 10035 members 
Mstep: Class 21 contains 6632 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 16596 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6170 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 52187 members 
Mstep: Class 29 contains 13526 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 28035 members 
Mstep: Class 35 contains 6105 members 
Mstep: Class 36 contains 48924 members 
Mstep: Class 37 contains 114752 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7913 members 
Mstep: Class 41 contains 3262 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141998720.000000 Penalty: 159404.984375
Iteration 123Q: 47 clusters Score -1.419987e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 64131 members 
Mstep: Class 3 contains 31859 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12740 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 166497 members 
Mstep: Class 11 contains 16957 members 
Mstep: Class 12 contains 95839 members 
Mstep: Class 13 contains 313889 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11896 members 
Mstep: Class 17 contains 2495 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38601 members 
Mstep: Class 20 contains 10044 members 
Mstep: Class 21 contains 6607 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16591 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6168 members 
Mstep: Class 27 contains 2687 members 
Mstep: Class 28 contains 52150 members 
Mstep: Class 29 contains 13467 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28037 members 
Mstep: Class 35 contains 6122 members 
Mstep: Class 36 contains 48882 members 
Mstep: Class 37 contains 114799 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7931 members 
Mstep: Class 41 contains 3243 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999152.000000 Penalty: 159404.984375
Iteration 124Q: 47 clusters Score -1.419992e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 64035 members 
Mstep: Class 3 contains 31873 members 
Mstep: Class 4 contains 6095 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 10601 members 
Mstep: Class 9 contains 26043 members 
Mstep: Class 10 contains 166301 members 
Mstep: Class 11 contains 17311 members 
Mstep: Class 12 contains 95854 members 
Mstep: Class 13 contains 313849 members 
Mstep: Class 14 contains 6318 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11899 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38584 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16577 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6163 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 52135 members 
Mstep: Class 29 contains 13420 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28033 members 
Mstep: Class 35 contains 6142 members 
Mstep: Class 36 contains 48843 members 
Mstep: Class 37 contains 114881 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 7943 members 
Mstep: Class 41 contains 3222 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999552.000000 Penalty: 159404.984375
Iteration 125Q: 47 clusters Score -1.419996e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 31896 members 
Mstep: Class 4 contains 6097 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 10599 members 
Mstep: Class 9 contains 26038 members 
Mstep: Class 10 contains 166157 members 
Mstep: Class 11 contains 17598 members 
Mstep: Class 12 contains 95845 members 
Mstep: Class 13 contains 313869 members 
Mstep: Class 14 contains 6320 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11892 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38562 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16573 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6165 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 52128 members 
Mstep: Class 29 contains 13356 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28031 members 
Mstep: Class 35 contains 6159 members 
Mstep: Class 36 contains 48789 members 
Mstep: Class 37 contains 114947 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 7959 members 
Mstep: Class 41 contains 3207 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5921 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141999696.000000 Penalty: 159404.984375
Iteration 126Q: 47 clusters Score -1.419997e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 63872 members 
Mstep: Class 3 contains 31902 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12760 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 10591 members 
Mstep: Class 9 contains 26039 members 
Mstep: Class 10 contains 165990 members 
Mstep: Class 11 contains 17802 members 
Mstep: Class 12 contains 95857 members 
Mstep: Class 13 contains 313957 members 
Mstep: Class 14 contains 6320 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11886 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38544 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 5157 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 16566 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6165 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 52104 members 
Mstep: Class 29 contains 13303 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28023 members 
Mstep: Class 35 contains 6174 members 
Mstep: Class 36 contains 48744 members 
Mstep: Class 37 contains 115036 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 7978 members 
Mstep: Class 41 contains 3190 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5921 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000144.000000 Penalty: 159404.984375
Iteration 127Q: 47 clusters Score -1.420001e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 63805 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12769 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 10587 members 
Mstep: Class 9 contains 26032 members 
Mstep: Class 10 contains 165841 members 
Mstep: Class 11 contains 17970 members 
Mstep: Class 12 contains 95855 members 
Mstep: Class 13 contains 314064 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11890 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38525 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16565 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6166 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 52089 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28014 members 
Mstep: Class 35 contains 6185 members 
Mstep: Class 36 contains 48725 members 
Mstep: Class 37 contains 115078 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 7989 members 
Mstep: Class 41 contains 3185 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000352.000000 Penalty: 159404.984375
Iteration 128Q: 47 clusters Score -1.420004e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 63744 members 
Mstep: Class 3 contains 31915 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 10586 members 
Mstep: Class 9 contains 26030 members 
Mstep: Class 10 contains 165699 members 
Mstep: Class 11 contains 18102 members 
Mstep: Class 12 contains 95830 members 
Mstep: Class 13 contains 314188 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11890 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38503 members 
Mstep: Class 20 contains 10091 members 
Mstep: Class 21 contains 6499 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16560 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 52075 members 
Mstep: Class 29 contains 13224 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28006 members 
Mstep: Class 35 contains 6195 members 
Mstep: Class 36 contains 48708 members 
Mstep: Class 37 contains 115120 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 7997 members 
Mstep: Class 41 contains 3185 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142000928.000000 Penalty: 159404.984375
Iteration 129Q: 47 clusters Score -1.420009e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 63683 members 
Mstep: Class 3 contains 31940 members 
Mstep: Class 4 contains 6098 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12785 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 165560 members 
Mstep: Class 11 contains 18178 members 
Mstep: Class 12 contains 95815 members 
Mstep: Class 13 contains 314361 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11893 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38491 members 
Mstep: Class 20 contains 10100 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16560 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 52056 members 
Mstep: Class 29 contains 13195 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27996 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 48682 members 
Mstep: Class 37 contains 115139 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8006 members 
Mstep: Class 41 contains 3174 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001312.000000 Penalty: 159404.984375
Iteration 130Q: 47 clusters Score -1.420013e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 63643 members 
Mstep: Class 3 contains 31951 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 26036 members 
Mstep: Class 10 contains 165424 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 95717 members 
Mstep: Class 13 contains 314605 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11897 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38482 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16557 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 52032 members 
Mstep: Class 29 contains 13168 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27986 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 48662 members 
Mstep: Class 37 contains 115181 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8013 members 
Mstep: Class 41 contains 3166 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001232.000000 Penalty: 159404.984375
Iteration 131Q: 47 clusters Score -1.420012e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63597 members 
Mstep: Class 3 contains 31965 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 165314 members 
Mstep: Class 11 contains 18303 members 
Mstep: Class 12 contains 95558 members 
Mstep: Class 13 contains 314888 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11900 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38471 members 
Mstep: Class 20 contains 10121 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16551 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6161 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 52015 members 
Mstep: Class 29 contains 13149 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27976 members 
Mstep: Class 35 contains 6226 members 
Mstep: Class 36 contains 48636 members 
Mstep: Class 37 contains 115211 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8017 members 
Mstep: Class 41 contains 3159 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001696.000000 Penalty: 159404.984375
Iteration 132Q: 47 clusters Score -1.420017e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63548 members 
Mstep: Class 3 contains 31981 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12800 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 26033 members 
Mstep: Class 10 contains 165223 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 95396 members 
Mstep: Class 13 contains 315212 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11908 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38455 members 
Mstep: Class 20 contains 10126 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16546 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51980 members 
Mstep: Class 29 contains 13131 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27970 members 
Mstep: Class 35 contains 6233 members 
Mstep: Class 36 contains 48618 members 
Mstep: Class 37 contains 115217 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8024 members 
Mstep: Class 41 contains 3155 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001888.000000 Penalty: 159404.984375
Iteration 133Q: 47 clusters Score -1.420019e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63499 members 
Mstep: Class 3 contains 31979 members 
Mstep: Class 4 contains 6094 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12812 members 
Mstep: Class 7 contains 14235 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 26019 members 
Mstep: Class 10 contains 165130 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 95283 members 
Mstep: Class 13 contains 315527 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38447 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 6452 members 
Mstep: Class 22 contains 5155 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16542 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6157 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51948 members 
Mstep: Class 29 contains 13112 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27964 members 
Mstep: Class 35 contains 6242 members 
Mstep: Class 36 contains 48600 members 
Mstep: Class 37 contains 115225 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8027 members 
Mstep: Class 41 contains 3149 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002016.000000 Penalty: 159404.984375
Iteration 134Q: 47 clusters Score -1.42002e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63460 members 
Mstep: Class 3 contains 31987 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12815 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 26002 members 
Mstep: Class 10 contains 165056 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 95166 members 
Mstep: Class 13 contains 315840 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38441 members 
Mstep: Class 20 contains 10135 members 
Mstep: Class 21 contains 6446 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16539 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51923 members 
Mstep: Class 29 contains 13089 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27961 members 
Mstep: Class 35 contains 6251 members 
Mstep: Class 36 contains 48588 members 
Mstep: Class 37 contains 115206 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8029 members 
Mstep: Class 41 contains 3144 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002192.000000 Penalty: 159404.984375
Iteration 135Q: 47 clusters Score -1.420022e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63428 members 
Mstep: Class 3 contains 31986 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12814 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 9 contains 25968 members 
Mstep: Class 10 contains 164988 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 95072 members 
Mstep: Class 13 contains 316179 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38432 members 
Mstep: Class 20 contains 10136 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16534 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6159 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51891 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27966 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 48577 members 
Mstep: Class 37 contains 115160 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8034 members 
Mstep: Class 41 contains 3139 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002176.000000 Penalty: 159404.984375
Iteration 136Q: 47 clusters Score -1.420022e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63391 members 
Mstep: Class 3 contains 32005 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12813 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 9 contains 25951 members 
Mstep: Class 10 contains 164940 members 
Mstep: Class 11 contains 18372 members 
Mstep: Class 12 contains 94932 members 
Mstep: Class 13 contains 316528 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11912 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38424 members 
Mstep: Class 20 contains 10137 members 
Mstep: Class 21 contains 6432 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 16531 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6160 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51858 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27967 members 
Mstep: Class 35 contains 6264 members 
Mstep: Class 36 contains 48560 members 
Mstep: Class 37 contains 115117 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8037 members 
Mstep: Class 41 contains 3130 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002096.000000 Penalty: 159404.984375
Iteration 137Q: 47 clusters Score -1.420021e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63353 members 
Mstep: Class 3 contains 32003 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25936 members 
Mstep: Class 10 contains 164888 members 
Mstep: Class 11 contains 18380 members 
Mstep: Class 12 contains 94785 members 
Mstep: Class 13 contains 316889 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11913 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38415 members 
Mstep: Class 20 contains 10140 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16529 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51844 members 
Mstep: Class 29 contains 13034 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27958 members 
Mstep: Class 35 contains 6272 members 
Mstep: Class 36 contains 48559 members 
Mstep: Class 37 contains 115053 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8040 members 
Mstep: Class 41 contains 3130 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001952.000000 Penalty: 159404.984375
Iteration 138Q: 47 clusters Score -1.42002e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 32006 members 
Mstep: Class 4 contains 6089 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 12813 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 9 contains 25928 members 
Mstep: Class 10 contains 164824 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 94623 members 
Mstep: Class 13 contains 317253 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11915 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38412 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16528 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6155 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51831 members 
Mstep: Class 29 contains 13017 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27951 members 
Mstep: Class 35 contains 6277 members 
Mstep: Class 36 contains 48555 members 
Mstep: Class 37 contains 114995 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8042 members 
Mstep: Class 41 contains 3132 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002000.000000 Penalty: 159404.984375
Iteration 139Q: 47 clusters Score -1.42002e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63274 members 
Mstep: Class 3 contains 32015 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 10582 members 
Mstep: Class 9 contains 25922 members 
Mstep: Class 10 contains 164774 members 
Mstep: Class 11 contains 18377 members 
Mstep: Class 12 contains 94426 members 
Mstep: Class 13 contains 317627 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11913 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38402 members 
Mstep: Class 20 contains 10141 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16526 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 6152 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51817 members 
Mstep: Class 29 contains 13009 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27949 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 48549 members 
Mstep: Class 37 contains 114945 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8042 members 
Mstep: Class 41 contains 3129 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 391 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002256.000000 Penalty: 159404.984375
Iteration 140F: 47 clusters Score -1.420023e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 32019 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12822 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10581 members 
Mstep: Class 9 contains 25913 members 
Mstep: Class 10 contains 164729 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 94176 members 
Mstep: Class 13 contains 318016 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38401 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16526 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6148 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 51801 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27942 members 
Mstep: Class 35 contains 6293 members 
Mstep: Class 36 contains 48545 members 
Mstep: Class 37 contains 114910 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8043 members 
Mstep: Class 41 contains 3124 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 394 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002112.000000 Penalty: 159404.984375
Iteration 141Q: 47 clusters Score -1.420021e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63236 members 
Mstep: Class 3 contains 32018 members 
Mstep: Class 4 contains 6089 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12826 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25905 members 
Mstep: Class 10 contains 164683 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 93910 members 
Mstep: Class 13 contains 318428 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38400 members 
Mstep: Class 20 contains 10144 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16529 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 51793 members 
Mstep: Class 29 contains 12991 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27937 members 
Mstep: Class 35 contains 6305 members 
Mstep: Class 36 contains 48540 members 
Mstep: Class 37 contains 114859 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8044 members 
Mstep: Class 41 contains 3119 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 395 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002256.000000 Penalty: 159404.984375
Iteration 142Q: 47 clusters Score -1.420023e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 32011 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12829 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 10 contains 164653 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 93639 members 
Mstep: Class 13 contains 318817 members 
Mstep: Class 14 contains 6314 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38395 members 
Mstep: Class 20 contains 10148 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16527 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 51770 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27935 members 
Mstep: Class 35 contains 6315 members 
Mstep: Class 36 contains 48533 members 
Mstep: Class 37 contains 114838 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8045 members 
Mstep: Class 41 contains 3121 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 394 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142001984.000000 Penalty: 159404.984375
Iteration 143Q: 47 clusters Score -1.42002e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 32009 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12829 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25875 members 
Mstep: Class 10 contains 164621 members 
Mstep: Class 11 contains 18391 members 
Mstep: Class 12 contains 93401 members 
Mstep: Class 13 contains 319212 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38395 members 
Mstep: Class 20 contains 10151 members 
Mstep: Class 21 contains 6389 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6148 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51734 members 
Mstep: Class 29 contains 12972 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27937 members 
Mstep: Class 35 contains 6320 members 
Mstep: Class 36 contains 48522 members 
Mstep: Class 37 contains 114797 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8048 members 
Mstep: Class 41 contains 3117 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 393 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002096.000000 Penalty: 159404.984375
Iteration 144Q: 47 clusters Score -1.420021e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63203 members 
Mstep: Class 3 contains 32004 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12830 members 
Mstep: Class 7 contains 14237 members 
Mstep: Class 8 contains 10572 members 
Mstep: Class 9 contains 25868 members 
Mstep: Class 10 contains 164602 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 93156 members 
Mstep: Class 13 contains 319585 members 
Mstep: Class 14 contains 6314 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38393 members 
Mstep: Class 20 contains 10152 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51702 members 
Mstep: Class 29 contains 12965 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27935 members 
Mstep: Class 35 contains 6326 members 
Mstep: Class 36 contains 48514 members 
Mstep: Class 37 contains 114751 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8049 members 
Mstep: Class 41 contains 3117 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002464.000000 Penalty: 159404.984375
Iteration 145Q: 47 clusters Score -1.420025e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63190 members 
Mstep: Class 3 contains 31991 members 
Mstep: Class 4 contains 6089 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 25867 members 
Mstep: Class 10 contains 164577 members 
Mstep: Class 11 contains 18399 members 
Mstep: Class 12 contains 92952 members 
Mstep: Class 13 contains 319906 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38389 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51679 members 
Mstep: Class 29 contains 12961 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27934 members 
Mstep: Class 35 contains 6330 members 
Mstep: Class 36 contains 48510 members 
Mstep: Class 37 contains 114710 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8052 members 
Mstep: Class 41 contains 3116 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002528.000000 Penalty: 159404.984375
Iteration 146Q: 47 clusters Score -1.420025e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63172 members 
Mstep: Class 3 contains 31984 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12838 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 25859 members 
Mstep: Class 10 contains 164556 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 92747 members 
Mstep: Class 13 contains 320224 members 
Mstep: Class 14 contains 6315 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38385 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 6371 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51658 members 
Mstep: Class 29 contains 12951 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27934 members 
Mstep: Class 35 contains 6335 members 
Mstep: Class 36 contains 48512 members 
Mstep: Class 37 contains 114684 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8053 members 
Mstep: Class 41 contains 3116 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002400.000000 Penalty: 159404.984375
Iteration 147Q: 47 clusters Score -1.420024e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63169 members 
Mstep: Class 3 contains 31978 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12841 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25845 members 
Mstep: Class 10 contains 164562 members 
Mstep: Class 11 contains 18393 members 
Mstep: Class 12 contains 92512 members 
Mstep: Class 13 contains 320520 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38385 members 
Mstep: Class 20 contains 10156 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6146 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51654 members 
Mstep: Class 29 contains 12942 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27930 members 
Mstep: Class 35 contains 6341 members 
Mstep: Class 36 contains 48509 members 
Mstep: Class 37 contains 114669 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8054 members 
Mstep: Class 41 contains 3117 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002272.000000 Penalty: 159404.984375
Iteration 148Q: 47 clusters Score -1.420023e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63159 members 
Mstep: Class 3 contains 31972 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12846 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25834 members 
Mstep: Class 10 contains 164551 members 
Mstep: Class 11 contains 18385 members 
Mstep: Class 12 contains 92306 members 
Mstep: Class 13 contains 320827 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 5145 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16513 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6145 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51634 members 
Mstep: Class 29 contains 12937 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27932 members 
Mstep: Class 35 contains 6354 members 
Mstep: Class 36 contains 48515 members 
Mstep: Class 37 contains 114638 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8055 members 
Mstep: Class 41 contains 3115 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002528.000000 Penalty: 159404.984375
Iteration 149Q: 47 clusters Score -1.420025e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63154 members 
Mstep: Class 3 contains 31971 members 
Mstep: Class 4 contains 6083 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12850 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 164535 members 
Mstep: Class 11 contains 18382 members 
Mstep: Class 12 contains 92107 members 
Mstep: Class 13 contains 321087 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11908 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 10158 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16513 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6144 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51626 members 
Mstep: Class 29 contains 12927 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27932 members 
Mstep: Class 35 contains 6367 members 
Mstep: Class 36 contains 48520 members 
Mstep: Class 37 contains 114615 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8055 members 
Mstep: Class 41 contains 3118 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002544.000000 Penalty: 159404.984375
Iteration 150Q: 47 clusters Score -1.420025e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63135 members 
Mstep: Class 3 contains 31964 members 
Mstep: Class 4 contains 6081 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12853 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 164510 members 
Mstep: Class 11 contains 18386 members 
Mstep: Class 12 contains 91946 members 
Mstep: Class 13 contains 321338 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 10159 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16510 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6145 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51613 members 
Mstep: Class 29 contains 12919 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27931 members 
Mstep: Class 35 contains 6384 members 
Mstep: Class 36 contains 48519 members 
Mstep: Class 37 contains 114595 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8056 members 
Mstep: Class 41 contains 3120 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002624.000000 Penalty: 159404.984375
Iteration 151Q: 47 clusters Score -1.420026e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63122 members 
Mstep: Class 3 contains 31950 members 
Mstep: Class 4 contains 6083 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10576 members 
Mstep: Class 9 contains 25825 members 
Mstep: Class 10 contains 164494 members 
Mstep: Class 11 contains 18381 members 
Mstep: Class 12 contains 91750 members 
Mstep: Class 13 contains 321614 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11908 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38385 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16506 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6145 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51605 members 
Mstep: Class 29 contains 12913 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27935 members 
Mstep: Class 35 contains 6395 members 
Mstep: Class 36 contains 48521 members 
Mstep: Class 37 contains 114574 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 3120 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002656.000000 Penalty: 159404.984375
Iteration 152Q: 47 clusters Score -1.420027e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63108 members 
Mstep: Class 3 contains 31943 members 
Mstep: Class 4 contains 6083 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 164475 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 91532 members 
Mstep: Class 13 contains 321899 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11910 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38384 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16500 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6148 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51595 members 
Mstep: Class 29 contains 12904 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27939 members 
Mstep: Class 35 contains 6402 members 
Mstep: Class 36 contains 48524 members 
Mstep: Class 37 contains 114561 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 3123 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002816.000000 Penalty: 159404.984375
Iteration 153Q: 47 clusters Score -1.420028e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63097 members 
Mstep: Class 3 contains 31938 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 164465 members 
Mstep: Class 11 contains 18368 members 
Mstep: Class 12 contains 91328 members 
Mstep: Class 13 contains 322164 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38382 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6150 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51581 members 
Mstep: Class 29 contains 12894 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27944 members 
Mstep: Class 35 contains 6411 members 
Mstep: Class 36 contains 48527 members 
Mstep: Class 37 contains 114559 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8065 members 
Mstep: Class 41 contains 3125 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002800.000000 Penalty: 159404.984375
Iteration 154Q: 47 clusters Score -1.420028e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63078 members 
Mstep: Class 3 contains 31934 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12866 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 164454 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 91126 members 
Mstep: Class 13 contains 322462 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11905 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38383 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 51564 members 
Mstep: Class 29 contains 12891 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27946 members 
Mstep: Class 35 contains 6422 members 
Mstep: Class 36 contains 48527 members 
Mstep: Class 37 contains 114540 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8068 members 
Mstep: Class 41 contains 3127 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002784.000000 Penalty: 159404.984375
Iteration 155Q: 47 clusters Score -1.420028e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 63058 members 
Mstep: Class 3 contains 31929 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25803 members 
Mstep: Class 10 contains 164450 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 90939 members 
Mstep: Class 13 contains 322702 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11906 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38378 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 6246 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51552 members 
Mstep: Class 29 contains 12888 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27946 members 
Mstep: Class 35 contains 6430 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 114549 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8068 members 
Mstep: Class 41 contains 3130 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002592.000000 Penalty: 159404.984375
Iteration 156Q: 47 clusters Score -1.420026e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 63043 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 25789 members 
Mstep: Class 10 contains 164436 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 90791 members 
Mstep: Class 13 contains 322938 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11902 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38373 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51536 members 
Mstep: Class 29 contains 12880 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6436 members 
Mstep: Class 36 contains 48532 members 
Mstep: Class 37 contains 114543 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8072 members 
Mstep: Class 41 contains 3131 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002576.000000 Penalty: 159404.984375
Iteration 157Q: 47 clusters Score -1.420026e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 63023 members 
Mstep: Class 3 contains 31935 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12871 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10575 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164435 members 
Mstep: Class 11 contains 18340 members 
Mstep: Class 12 contains 90619 members 
Mstep: Class 13 contains 323169 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11903 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38370 members 
Mstep: Class 20 contains 10163 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6148 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51525 members 
Mstep: Class 29 contains 12869 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27940 members 
Mstep: Class 35 contains 6438 members 
Mstep: Class 36 contains 48537 members 
Mstep: Class 37 contains 114526 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8076 members 
Mstep: Class 41 contains 3134 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142002624.000000 Penalty: 159404.984375
Iteration 158Q: 47 clusters Score -1.420026e+08 nChanged 527
Entering ConstructFrom: 
Score: -142002624.000000 Penalty: 159404.984375
Entering ConstructFrom: 
Trying to split cluster 1 (7330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Entering Unmasked Estep 
Score: -892240.750000 Penalty: 2207.133301
	Iteration 0F: 2 clusters Score -892240.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -886277.062500 Penalty: 4414.266602
	Iteration 0F: 3 clusters Score -886277.1 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -888074.687500 Penalty: 4414.266602
	Iteration 1F: 3 clusters Score -888074.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -888578.500000 Penalty: 4414.266602
	Iteration 2F: 3 clusters Score -888578.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -889073.812500 Penalty: 4414.266602
	Iteration 3F: 3 clusters Score -889073.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -889481.500000 Penalty: 4414.266602
	Iteration 4F: 3 clusters Score -889481.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -889765.062500 Penalty: 4414.266602
	Iteration 5F: 3 clusters Score -889765.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -889949.562500 Penalty: 4414.266602
	Iteration 6Q: 3 clusters Score -889949.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -890097.000000 Penalty: 4414.266602
	Iteration 7Q: 3 clusters Score -890097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -890205.000000 Penalty: 4414.266602
	Iteration 8Q: 3 clusters Score -890205 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -890295.812500 Penalty: 4414.266602
	Iteration 9Q: 3 clusters Score -890295.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -890377.937500 Penalty: 4414.266602
	Iteration 10Q: 3 clusters Score -890377.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -890433.750000 Penalty: 4414.266602
	Iteration 11Q: 3 clusters Score -890433.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -890473.375000 Penalty: 4414.266602
	Iteration 12Q: 3 clusters Score -890473.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -890508.437500 Penalty: 4414.266602
	Iteration 13Q: 3 clusters Score -890508.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -890536.250000 Penalty: 4414.266602
	Iteration 14Q: 3 clusters Score -890536.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -890557.937500 Penalty: 4414.266602
	Iteration 15Q: 3 clusters Score -890557.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -890583.125000 Penalty: 4414.266602
	Iteration 16Q: 3 clusters Score -890583.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -890597.875000 Penalty: 4414.266602
	Iteration 17Q: 3 clusters Score -890597.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -890616.375000 Penalty: 4414.266602
	Iteration 18Q: 3 clusters Score -890616.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -890625.937500 Penalty: 4414.266602
	Iteration 19Q: 3 clusters Score -890625.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -890630.437500 Penalty: 4414.266602
	Iteration 20F: 3 clusters Score -890630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -890630.312500 Penalty: 4414.266602
	Iteration 21Q: 3 clusters Score -890630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -890630.437500 Penalty: 4414.266602
	Iteration 22Q: 3 clusters Score -890630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -890635.937500 Penalty: 4414.266602
	Iteration 23Q: 3 clusters Score -890635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -890636.125000 Penalty: 4414.266602
	Iteration 24Q: 3 clusters Score -890636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -890641.125000 Penalty: 4414.266602
	Iteration 25Q: 3 clusters Score -890641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -890643.187500 Penalty: 4414.266602
	Iteration 26Q: 3 clusters Score -890643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -890644.187500 Penalty: 4414.266602
	Iteration 27Q: 3 clusters Score -890644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -890644.687500 Penalty: 4414.266602
	Iteration 28Q: 3 clusters Score -890644.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -890648.125000 Penalty: 4414.266602
	Iteration 29Q: 3 clusters Score -890648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -890648.500000 Penalty: 4414.266602
	Iteration 30Q: 3 clusters Score -890648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -890650.000000 Penalty: 4414.266602
	Iteration 31Q: 3 clusters Score -890650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -890652.562500 Penalty: 4414.266602
	Iteration 32Q: 3 clusters Score -890652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -890651.187500 Penalty: 4414.266602
	Iteration 33Q: 3 clusters Score -890651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -890654.125000 Penalty: 4414.266602
	Iteration 34Q: 3 clusters Score -890654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -890653.500000 Penalty: 4414.266602
	Iteration 35Q: 3 clusters Score -890653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -890654.375000 Penalty: 4414.266602
	Iteration 36Q: 3 clusters Score -890654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -890657.125000 Penalty: 4414.266602
	Iteration 37Q: 3 clusters Score -890657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -890658.437500 Penalty: 4414.266602
	Iteration 38Q: 3 clusters Score -890658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -890659.937500 Penalty: 4414.266602
	Iteration 39Q: 3 clusters Score -890659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -890660.125000 Penalty: 4414.266602
	Iteration 40F: 3 clusters Score -890660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -890665.625000 Penalty: 4414.266602
	Iteration 41Q: 3 clusters Score -890665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -890666.562500 Penalty: 4414.266602
	Iteration 42Q: 3 clusters Score -890666.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -890670.375000 Penalty: 4414.266602
	Iteration 43Q: 3 clusters Score -890670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -890671.125000 Penalty: 4414.266602
	Iteration 44Q: 3 clusters Score -890671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -890670.500000 Penalty: 4414.266602
	Iteration 45Q: 3 clusters Score -890670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -890673.750000 Penalty: 4414.266602
	Iteration 46Q: 3 clusters Score -890673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -890673.562500 Penalty: 4414.266602
	Iteration 47Q: 3 clusters Score -890673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -890674.125000 Penalty: 4414.266602
	Iteration 48Q: 3 clusters Score -890674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -890673.437500 Penalty: 4414.266602
	Iteration 49Q: 3 clusters Score -890673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -890674.687500 Penalty: 4414.266602
	Iteration 50Q: 3 clusters Score -890674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -890675.625000 Penalty: 4414.266602
	Iteration 51Q: 3 clusters Score -890675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -890674.750000 Penalty: 4414.266602
	Iteration 52Q: 3 clusters Score -890674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -890674.750000 Penalty: 4414.266602
	Iteration 53F: 3 clusters Score -890674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Entering Unmasked Estep 
Score: -7777979.000000 Penalty: 2740.667969
	Iteration 0F: 2 clusters Score -7777979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -7735687.000000 Penalty: 5481.335938
	Iteration 0F: 3 clusters Score -7735687 nChanged 29400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -7752335.500000 Penalty: 5481.335938
	Iteration 1F: 3 clusters Score -7752336 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -7753098.500000 Penalty: 5481.335938
	Iteration 2Q: 3 clusters Score -7753098 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -7754072.000000 Penalty: 5481.335938
	Iteration 3Q: 3 clusters Score -7754072 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -7755383.000000 Penalty: 5481.335938
	Iteration 4Q: 3 clusters Score -7755383 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7757271.000000 Penalty: 5481.335938
	Iteration 5F: 3 clusters Score -7757271 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -7759701.000000 Penalty: 5481.335938
	Iteration 6F: 3 clusters Score -7759701 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7762697.000000 Penalty: 5481.335938
	Iteration 7F: 3 clusters Score -7762697 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -7765579.500000 Penalty: 5481.335938
	Iteration 8F: 3 clusters Score -7765580 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -7767987.000000 Penalty: 5481.335938
	Iteration 9F: 3 clusters Score -7767987 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -7769936.000000 Penalty: 5481.335938
	Iteration 10Q: 3 clusters Score -7769936 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7771452.500000 Penalty: 5481.335938
	Iteration 11Q: 3 clusters Score -7771452 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7772592.000000 Penalty: 5481.335938
	Iteration 12Q: 3 clusters Score -7772592 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -7773653.500000 Penalty: 5481.335938
	Iteration 13Q: 3 clusters Score -7773654 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -7774673.000000 Penalty: 5481.335938
	Iteration 14Q: 3 clusters Score -7774673 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -7775418.500000 Penalty: 5481.335938
	Iteration 15Q: 3 clusters Score -7775418 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -7775775.500000 Penalty: 5481.335938
	Iteration 16Q: 3 clusters Score -7775776 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -7775943.000000 Penalty: 5481.335938
	Iteration 17Q: 3 clusters Score -7775943 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -7776041.500000 Penalty: 5481.335938
	Iteration 18Q: 3 clusters Score -7776042 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -7776140.500000 Penalty: 5481.335938
	Iteration 19Q: 3 clusters Score -7776140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -7776193.000000 Penalty: 5481.335938
	Iteration 20F: 3 clusters Score -7776193 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -7776292.500000 Penalty: 5481.335938
	Iteration 21Q: 3 clusters Score -7776292 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -7776354.500000 Penalty: 5481.335938
	Iteration 22Q: 3 clusters Score -7776354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7776388.000000 Penalty: 5481.335938
	Iteration 23Q: 3 clusters Score -7776388 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -7776468.000000 Penalty: 5481.335938
	Iteration 24Q: 3 clusters Score -7776468 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7776510.000000 Penalty: 5481.335938
	Iteration 25Q: 3 clusters Score -7776510 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -7776603.000000 Penalty: 5481.335938
	Iteration 26Q: 3 clusters Score -7776603 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7776656.000000 Penalty: 5481.335938
	Iteration 27Q: 3 clusters Score -7776656 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -7776707.500000 Penalty: 5481.335938
	Iteration 28Q: 3 clusters Score -7776708 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -7776782.000000 Penalty: 5481.335938
	Iteration 29Q: 3 clusters Score -7776782 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -7776873.500000 Penalty: 5481.335938
	Iteration 30Q: 3 clusters Score -7776874 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -7776988.000000 Penalty: 5481.335938
	Iteration 31Q: 3 clusters Score -7776988 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -7777082.000000 Penalty: 5481.335938
	Iteration 32Q: 3 clusters Score -7777082 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -7777195.500000 Penalty: 5481.335938
	Iteration 33Q: 3 clusters Score -7777196 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -7777345.000000 Penalty: 5481.335938
	Iteration 34Q: 3 clusters Score -7777345 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -7777455.000000 Penalty: 5481.335938
	Iteration 35Q: 3 clusters Score -7777455 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -7777631.500000 Penalty: 5481.335938
	Iteration 36Q: 3 clusters Score -7777632 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7777786.500000 Penalty: 5481.335938
	Iteration 37Q: 3 clusters Score -7777786 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7777957.500000 Penalty: 5481.335938
	Iteration 38Q: 3 clusters Score -7777958 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -7778121.500000 Penalty: 5481.335938
	Iteration 39Q: 3 clusters Score -7778122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -7778268.500000 Penalty: 5481.335938
	Iteration 40F: 3 clusters Score -7778268 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7778453.000000 Penalty: 5481.335938
	Iteration 41Q: 3 clusters Score -7778453 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -7778612.000000 Penalty: 5481.335938
	Iteration 42Q: 3 clusters Score -7778612 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -7778718.000000 Penalty: 5481.335938
	Iteration 43Q: 3 clusters Score -7778718 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -7778844.500000 Penalty: 5481.335938
	Iteration 44Q: 3 clusters Score -7778844 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -7778894.000000 Penalty: 5481.335938
	Iteration 45Q: 3 clusters Score -7778894 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7778966.500000 Penalty: 5481.335938
	Iteration 46Q: 3 clusters Score -7778966 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -7779034.000000 Penalty: 5481.335938
	Iteration 47Q: 3 clusters Score -7779034 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -7779062.500000 Penalty: 5481.335938
	Iteration 48Q: 3 clusters Score -7779062 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7779072.500000 Penalty: 5481.335938
	Iteration 49Q: 3 clusters Score -7779072 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -7779083.500000 Penalty: 5481.335938
	Iteration 50Q: 3 clusters Score -7779084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -7779134.000000 Penalty: 5481.335938
	Iteration 51Q: 3 clusters Score -7779134 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -7779156.500000 Penalty: 5481.335938
	Iteration 52Q: 3 clusters Score -7779156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7779170.500000 Penalty: 5481.335938
	Iteration 53Q: 3 clusters Score -7779170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -7779182.500000 Penalty: 5481.335938
	Iteration 54Q: 3 clusters Score -7779182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7779167.000000 Penalty: 5481.335938
	Iteration 55Q: 3 clusters Score -7779167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -7779183.000000 Penalty: 5481.335938
	Iteration 56Q: 3 clusters Score -7779183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -7779189.000000 Penalty: 5481.335938
	Iteration 57Q: 3 clusters Score -7779189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7779180.500000 Penalty: 5481.335938
	Iteration 58Q: 3 clusters Score -7779180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7779181.500000 Penalty: 5481.335938
	Iteration 59Q: 3 clusters Score -7779182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -7779183.000000 Penalty: 5481.335938
	Iteration 60F: 3 clusters Score -7779183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -7779191.500000 Penalty: 5481.335938
	Iteration 61Q: 3 clusters Score -7779192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7779187.000000 Penalty: 5481.335938
	Iteration 62Q: 3 clusters Score -7779187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7779203.000000 Penalty: 5481.335938
	Iteration 63Q: 3 clusters Score -7779203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -7779191.000000 Penalty: 5481.335938
	Iteration 64Q: 3 clusters Score -7779191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7779201.500000 Penalty: 5481.335938
	Iteration 65Q: 3 clusters Score -7779202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -7779208.500000 Penalty: 5481.335938
	Iteration 66Q: 3 clusters Score -7779208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7779207.000000 Penalty: 5481.335938
	Iteration 67Q: 3 clusters Score -7779207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7779202.500000 Penalty: 5481.335938
	Iteration 68Q: 3 clusters Score -7779202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7779201.000000 Penalty: 5481.335938
	Iteration 69Q: 3 clusters Score -7779201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7779200.500000 Penalty: 5481.335938
	Iteration 70Q: 3 clusters Score -7779200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7779200.500000 Penalty: 5481.335938
	Iteration 71Q: 3 clusters Score -7779200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -7779208.500000 Penalty: 5481.335938
	Iteration 72Q: 3 clusters Score -7779208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -7779212.000000 Penalty: 5481.335938
	Iteration 73Q: 3 clusters Score -7779212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -7779211.000000 Penalty: 5481.335938
	Iteration 74Q: 3 clusters Score -7779211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -7779199.000000 Penalty: 5481.335938
	Iteration 75Q: 3 clusters Score -7779199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7779201.500000 Penalty: 5481.335938
	Iteration 76Q: 3 clusters Score -7779202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7779203.000000 Penalty: 5481.335938
	Iteration 77Q: 3 clusters Score -7779203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7779208.000000 Penalty: 5481.335938
	Iteration 78Q: 3 clusters Score -7779208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -7779202.500000 Penalty: 5481.335938
	Iteration 79Q: 3 clusters Score -7779202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -7779205.000000 Penalty: 5481.335938
	Iteration 80F: 3 clusters Score -7779205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7779198.500000 Penalty: 5481.335938
	Iteration 81Q: 3 clusters Score -7779198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7779201.500000 Penalty: 5481.335938
	Iteration 82Q: 3 clusters Score -7779202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -7779197.500000 Penalty: 5481.335938
	Iteration 83Q: 3 clusters Score -7779198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -7779191.500000 Penalty: 5481.335938
	Iteration 84Q: 3 clusters Score -7779192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7779191.000000 Penalty: 5481.335938
	Iteration 85Q: 3 clusters Score -7779191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7779191.000000 Penalty: 5481.335938
	Iteration 86F: 3 clusters Score -7779191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Mstep: Class 47 contains 20631 members 
Entering Unmasked Estep 
Score: -142004048.000000 Penalty: 162870.312500
Splitting cluster 2 changes total score from -142002624.000000 to -142004048.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 3 (31931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Entering Unmasked Estep 
Score: -3737804.750000 Penalty: 2572.090332
	Iteration 0F: 2 clusters Score -3737805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3715957.250000 Penalty: 5144.180664
	Iteration 0F: 3 clusters Score -3715957 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3723982.000000 Penalty: 5144.180664
	Iteration 1F: 3 clusters Score -3723982 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3724770.000000 Penalty: 5144.180664
	Iteration 2F: 3 clusters Score -3724770 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3725614.250000 Penalty: 5144.180664
	Iteration 3F: 3 clusters Score -3725614 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3726533.500000 Penalty: 5144.180664
	Iteration 4F: 3 clusters Score -3726534 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3727645.750000 Penalty: 5144.180664
	Iteration 5F: 3 clusters Score -3727646 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3728958.000000 Penalty: 5144.180664
	Iteration 6F: 3 clusters Score -3728958 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3730418.500000 Penalty: 5144.180664
	Iteration 7F: 3 clusters Score -3730418 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3731924.500000 Penalty: 5144.180664
	Iteration 8F: 3 clusters Score -3731924 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3733268.000000 Penalty: 5144.180664
	Iteration 9Q: 3 clusters Score -3733268 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3734375.000000 Penalty: 5144.180664
	Iteration 10Q: 3 clusters Score -3734375 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3735069.000000 Penalty: 5144.180664
	Iteration 11Q: 3 clusters Score -3735069 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3735517.250000 Penalty: 5144.180664
	Iteration 12Q: 3 clusters Score -3735517 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3735851.000000 Penalty: 5144.180664
	Iteration 13Q: 3 clusters Score -3735851 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3736070.000000 Penalty: 5144.180664
	Iteration 14Q: 3 clusters Score -3736070 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3736238.500000 Penalty: 5144.180664
	Iteration 15Q: 3 clusters Score -3736238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3736349.000000 Penalty: 5144.180664
	Iteration 16Q: 3 clusters Score -3736349 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3736459.000000 Penalty: 5144.180664
	Iteration 17Q: 3 clusters Score -3736459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3736525.750000 Penalty: 5144.180664
	Iteration 18Q: 3 clusters Score -3736526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3736592.250000 Penalty: 5144.180664
	Iteration 19Q: 3 clusters Score -3736592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3736659.250000 Penalty: 5144.180664
	Iteration 20F: 3 clusters Score -3736659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3736708.750000 Penalty: 5144.180664
	Iteration 21Q: 3 clusters Score -3736709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3736750.500000 Penalty: 5144.180664
	Iteration 22Q: 3 clusters Score -3736750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3736806.750000 Penalty: 5144.180664
	Iteration 23Q: 3 clusters Score -3736807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3736846.500000 Penalty: 5144.180664
	Iteration 24Q: 3 clusters Score -3736846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3736884.500000 Penalty: 5144.180664
	Iteration 25Q: 3 clusters Score -3736884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3736933.250000 Penalty: 5144.180664
	Iteration 26Q: 3 clusters Score -3736933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3736951.750000 Penalty: 5144.180664
	Iteration 27Q: 3 clusters Score -3736952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3736965.750000 Penalty: 5144.180664
	Iteration 28Q: 3 clusters Score -3736966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3736978.250000 Penalty: 5144.180664
	Iteration 29Q: 3 clusters Score -3736978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3736990.250000 Penalty: 5144.180664
	Iteration 30Q: 3 clusters Score -3736990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3736992.000000 Penalty: 5144.180664
	Iteration 31Q: 3 clusters Score -3736992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3736992.000000 Penalty: 5144.180664
	Iteration 32Q: 3 clusters Score -3736992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3736997.250000 Penalty: 5144.180664
	Iteration 33Q: 3 clusters Score -3736997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3736997.250000 Penalty: 5144.180664
	Iteration 34F: 3 clusters Score -3736997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -696683.562500 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -696683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -691465.687500 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -691465.7 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -692887.937500 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -692887.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -693208.250000 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -693208.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -693479.625000 Penalty: 4321.528809
	Iteration 3F: 3 clusters Score -693479.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -693776.812500 Penalty: 4321.528809
	Iteration 4F: 3 clusters Score -693776.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -694092.250000 Penalty: 4321.528809
	Iteration 5F: 3 clusters Score -694092.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -694477.500000 Penalty: 4321.528809
	Iteration 6F: 3 clusters Score -694477.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -694865.062500 Penalty: 4321.528809
	Iteration 7F: 3 clusters Score -694865.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -695148.125000 Penalty: 4321.528809
	Iteration 8F: 3 clusters Score -695148.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -695315.312500 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -695315.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -695403.562500 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -695403.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -695455.187500 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -695455.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -695481.750000 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -695481.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -695503.750000 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -695503.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -695521.125000 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -695521.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -695529.250000 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -695529.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -695534.750000 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -695534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -695538.937500 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -695538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -695543.062500 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -695543.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -695547.875000 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -695547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -695549.187500 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -695549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -695549.625000 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -695549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -695551.187500 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -695551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -695551.187500 Penalty: 4321.528809
	Iteration 23F: 3 clusters Score -695551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -68043.039062 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -68043.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66450.812500 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -66450.81 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66927.125000 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -66927.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67257.960938 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -67257.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67481.718750 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -67481.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67766.375000 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -67766.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68032.796875 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -68032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68132.437500 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -68132.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68154.421875 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -68154.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68162.218750 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -68162.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68166.476562 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -68166.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68166.476562 Penalty: 3237.141602
	Iteration 10F: 3 clusters Score -68166.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 2695 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Mstep: Class 47 contains 20631 members 
Mstep: Class 48 contains 172 members 
Entering Unmasked Estep 
Score: -142002384.000000 Penalty: 166335.640625
Splitting cluster 5 changes total score from -142002624.000000 to -142002384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Entering Unmasked Estep 
Score: -1481693.750000 Penalty: 2346.815430
	Iteration 0F: 2 clusters Score -1481694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1472235.125000 Penalty: 4693.630859
	Iteration 0F: 3 clusters Score -1472235 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1475233.125000 Penalty: 4693.630859
	Iteration 1F: 3 clusters Score -1475233 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1475641.750000 Penalty: 4693.630859
	Iteration 2F: 3 clusters Score -1475642 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1475985.875000 Penalty: 4693.630859
	Iteration 3F: 3 clusters Score -1475986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1476327.500000 Penalty: 4693.630859
	Iteration 4Q: 3 clusters Score -1476328 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1476676.125000 Penalty: 4693.630859
	Iteration 5Q: 3 clusters Score -1476676 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1477045.875000 Penalty: 4693.630859
	Iteration 6Q: 3 clusters Score -1477046 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1477424.625000 Penalty: 4693.630859
	Iteration 7Q: 3 clusters Score -1477425 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1477798.875000 Penalty: 4693.630859
	Iteration 8Q: 3 clusters Score -1477799 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1478148.375000 Penalty: 4693.630859
	Iteration 9Q: 3 clusters Score -1478148 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1478474.000000 Penalty: 4693.630859
	Iteration 10Q: 3 clusters Score -1478474 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1478758.625000 Penalty: 4693.630859
	Iteration 11Q: 3 clusters Score -1478759 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1478991.250000 Penalty: 4693.630859
	Iteration 12Q: 3 clusters Score -1478991 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1479158.375000 Penalty: 4693.630859
	Iteration 13Q: 3 clusters Score -1479158 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1479310.250000 Penalty: 4693.630859
	Iteration 14Q: 3 clusters Score -1479310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1479455.125000 Penalty: 4693.630859
	Iteration 15Q: 3 clusters Score -1479455 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1479586.750000 Penalty: 4693.630859
	Iteration 16Q: 3 clusters Score -1479587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1479734.875000 Penalty: 4693.630859
	Iteration 17Q: 3 clusters Score -1479735 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1479886.750000 Penalty: 4693.630859
	Iteration 18Q: 3 clusters Score -1479887 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1480020.750000 Penalty: 4693.630859
	Iteration 19Q: 3 clusters Score -1480021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1480144.625000 Penalty: 4693.630859
	Iteration 20F: 3 clusters Score -1480145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1480254.250000 Penalty: 4693.630859
	Iteration 21Q: 3 clusters Score -1480254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1480338.750000 Penalty: 4693.630859
	Iteration 22Q: 3 clusters Score -1480339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1480404.250000 Penalty: 4693.630859
	Iteration 23Q: 3 clusters Score -1480404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1480443.750000 Penalty: 4693.630859
	Iteration 24Q: 3 clusters Score -1480444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1480463.125000 Penalty: 4693.630859
	Iteration 25Q: 3 clusters Score -1480463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1480478.000000 Penalty: 4693.630859
	Iteration 26Q: 3 clusters Score -1480478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1480492.250000 Penalty: 4693.630859
	Iteration 27Q: 3 clusters Score -1480492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1480506.375000 Penalty: 4693.630859
	Iteration 28Q: 3 clusters Score -1480506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1480512.500000 Penalty: 4693.630859
	Iteration 29Q: 3 clusters Score -1480512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1480520.375000 Penalty: 4693.630859
	Iteration 30Q: 3 clusters Score -1480520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1480527.500000 Penalty: 4693.630859
	Iteration 31Q: 3 clusters Score -1480528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1480532.625000 Penalty: 4693.630859
	Iteration 32Q: 3 clusters Score -1480533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1480541.750000 Penalty: 4693.630859
	Iteration 33Q: 3 clusters Score -1480542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1480543.000000 Penalty: 4693.630859
	Iteration 34Q: 3 clusters Score -1480543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1480545.750000 Penalty: 4693.630859
	Iteration 35Q: 3 clusters Score -1480546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1480543.750000 Penalty: 4693.630859
	Iteration 36Q: 3 clusters Score -1480544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1480546.000000 Penalty: 4693.630859
	Iteration 37Q: 3 clusters Score -1480546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1480547.125000 Penalty: 4693.630859
	Iteration 38Q: 3 clusters Score -1480547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1480546.750000 Penalty: 4693.630859
	Iteration 39Q: 3 clusters Score -1480547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1480546.000000 Penalty: 4693.630859
	Iteration 40F: 3 clusters Score -1480546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1480546.875000 Penalty: 4693.630859
	Iteration 41Q: 3 clusters Score -1480547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1480546.875000 Penalty: 4693.630859
	Iteration 42F: 3 clusters Score -1480547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1743945.125000 Penalty: 2371.807373
	Iteration 0F: 2 clusters Score -1743945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1733568.500000 Penalty: 4743.614746
	Iteration 0F: 3 clusters Score -1733568 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1736903.875000 Penalty: 4743.614746
	Iteration 1F: 3 clusters Score -1736904 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1737395.750000 Penalty: 4743.614746
	Iteration 2F: 3 clusters Score -1737396 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1737970.250000 Penalty: 4743.614746
	Iteration 3F: 3 clusters Score -1737970 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1738755.750000 Penalty: 4743.614746
	Iteration 4F: 3 clusters Score -1738756 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1739583.375000 Penalty: 4743.614746
	Iteration 5F: 3 clusters Score -1739583 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1740277.375000 Penalty: 4743.614746
	Iteration 6F: 3 clusters Score -1740277 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1740864.625000 Penalty: 4743.614746
	Iteration 7F: 3 clusters Score -1740865 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1741291.625000 Penalty: 4743.614746
	Iteration 8Q: 3 clusters Score -1741292 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1741695.875000 Penalty: 4743.614746
	Iteration 9Q: 3 clusters Score -1741696 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1742072.250000 Penalty: 4743.614746
	Iteration 10Q: 3 clusters Score -1742072 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1742394.875000 Penalty: 4743.614746
	Iteration 11Q: 3 clusters Score -1742395 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1742590.750000 Penalty: 4743.614746
	Iteration 12Q: 3 clusters Score -1742591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1742700.625000 Penalty: 4743.614746
	Iteration 13Q: 3 clusters Score -1742701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1742768.750000 Penalty: 4743.614746
	Iteration 14Q: 3 clusters Score -1742769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1742797.875000 Penalty: 4743.614746
	Iteration 15Q: 3 clusters Score -1742798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1742825.250000 Penalty: 4743.614746
	Iteration 16Q: 3 clusters Score -1742825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1742848.500000 Penalty: 4743.614746
	Iteration 17Q: 3 clusters Score -1742848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1742857.000000 Penalty: 4743.614746
	Iteration 18Q: 3 clusters Score -1742857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1742867.500000 Penalty: 4743.614746
	Iteration 19Q: 3 clusters Score -1742868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1742875.500000 Penalty: 4743.614746
	Iteration 20F: 3 clusters Score -1742876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1742880.875000 Penalty: 4743.614746
	Iteration 21Q: 3 clusters Score -1742881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1742881.125000 Penalty: 4743.614746
	Iteration 22Q: 3 clusters Score -1742881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1742890.250000 Penalty: 4743.614746
	Iteration 23Q: 3 clusters Score -1742890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1742892.375000 Penalty: 4743.614746
	Iteration 24Q: 3 clusters Score -1742892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1742893.375000 Penalty: 4743.614746
	Iteration 25Q: 3 clusters Score -1742893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1742896.750000 Penalty: 4743.614746
	Iteration 26Q: 3 clusters Score -1742897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1742902.000000 Penalty: 4743.614746
	Iteration 27Q: 3 clusters Score -1742902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1742902.625000 Penalty: 4743.614746
	Iteration 28Q: 3 clusters Score -1742903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1742904.375000 Penalty: 4743.614746
	Iteration 29Q: 3 clusters Score -1742904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1742903.250000 Penalty: 4743.614746
	Iteration 30Q: 3 clusters Score -1742903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1742902.125000 Penalty: 4743.614746
	Iteration 31Q: 3 clusters Score -1742902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1742906.750000 Penalty: 4743.614746
	Iteration 32Q: 3 clusters Score -1742907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1742907.625000 Penalty: 4743.614746
	Iteration 33Q: 3 clusters Score -1742908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1742906.750000 Penalty: 4743.614746
	Iteration 34Q: 3 clusters Score -1742907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1742909.500000 Penalty: 4743.614746
	Iteration 35Q: 3 clusters Score -1742910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1742913.875000 Penalty: 4743.614746
	Iteration 36Q: 3 clusters Score -1742914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1742909.875000 Penalty: 4743.614746
	Iteration 37Q: 3 clusters Score -1742910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1742911.500000 Penalty: 4743.614746
	Iteration 38Q: 3 clusters Score -1742912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1742913.250000 Penalty: 4743.614746
	Iteration 39Q: 3 clusters Score -1742913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1742913.000000 Penalty: 4743.614746
	Iteration 40F: 3 clusters Score -1742913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1742912.250000 Penalty: 4743.614746
	Iteration 41Q: 3 clusters Score -1742912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1742911.250000 Penalty: 4743.614746
	Iteration 42Q: 3 clusters Score -1742911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1742911.250000 Penalty: 4743.614746
	Iteration 43F: 3 clusters Score -1742911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -1268830.500000 Penalty: 2297.982666
	Iteration 0F: 2 clusters Score -1268830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1260772.250000 Penalty: 4595.965332
	Iteration 0F: 3 clusters Score -1260772 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1263219.000000 Penalty: 4595.965332
	Iteration 1F: 3 clusters Score -1263219 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1263558.125000 Penalty: 4595.965332
	Iteration 2F: 3 clusters Score -1263558 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1263816.125000 Penalty: 4595.965332
	Iteration 3F: 3 clusters Score -1263816 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1264026.750000 Penalty: 4595.965332
	Iteration 4Q: 3 clusters Score -1264027 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1264215.750000 Penalty: 4595.965332
	Iteration 5Q: 3 clusters Score -1264216 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1264415.750000 Penalty: 4595.965332
	Iteration 6Q: 3 clusters Score -1264416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1264641.125000 Penalty: 4595.965332
	Iteration 7Q: 3 clusters Score -1264641 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1264856.875000 Penalty: 4595.965332
	Iteration 8Q: 3 clusters Score -1264857 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1265066.375000 Penalty: 4595.965332
	Iteration 9Q: 3 clusters Score -1265066 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1265253.125000 Penalty: 4595.965332
	Iteration 10Q: 3 clusters Score -1265253 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1265434.500000 Penalty: 4595.965332
	Iteration 11Q: 3 clusters Score -1265434 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1265618.625000 Penalty: 4595.965332
	Iteration 12Q: 3 clusters Score -1265619 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1265815.625000 Penalty: 4595.965332
	Iteration 13Q: 3 clusters Score -1265816 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1265973.375000 Penalty: 4595.965332
	Iteration 14Q: 3 clusters Score -1265973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1266104.250000 Penalty: 4595.965332
	Iteration 15Q: 3 clusters Score -1266104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1266235.375000 Penalty: 4595.965332
	Iteration 16Q: 3 clusters Score -1266235 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1266364.000000 Penalty: 4595.965332
	Iteration 17Q: 3 clusters Score -1266364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1266457.500000 Penalty: 4595.965332
	Iteration 18Q: 3 clusters Score -1266458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1266538.750000 Penalty: 4595.965332
	Iteration 19Q: 3 clusters Score -1266539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1266618.375000 Penalty: 4595.965332
	Iteration 20F: 3 clusters Score -1266618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1266683.625000 Penalty: 4595.965332
	Iteration 21Q: 3 clusters Score -1266684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1266737.250000 Penalty: 4595.965332
	Iteration 22Q: 3 clusters Score -1266737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1266775.250000 Penalty: 4595.965332
	Iteration 23Q: 3 clusters Score -1266775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1266813.000000 Penalty: 4595.965332
	Iteration 24Q: 3 clusters Score -1266813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1266846.750000 Penalty: 4595.965332
	Iteration 25Q: 3 clusters Score -1266847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1266875.375000 Penalty: 4595.965332
	Iteration 26Q: 3 clusters Score -1266875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1266891.000000 Penalty: 4595.965332
	Iteration 27Q: 3 clusters Score -1266891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1266900.500000 Penalty: 4595.965332
	Iteration 28Q: 3 clusters Score -1266900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1266914.750000 Penalty: 4595.965332
	Iteration 29Q: 3 clusters Score -1266915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1266922.875000 Penalty: 4595.965332
	Iteration 30Q: 3 clusters Score -1266923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1266930.375000 Penalty: 4595.965332
	Iteration 31Q: 3 clusters Score -1266930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1266934.500000 Penalty: 4595.965332
	Iteration 32Q: 3 clusters Score -1266934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1266934.875000 Penalty: 4595.965332
	Iteration 33Q: 3 clusters Score -1266935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1266941.375000 Penalty: 4595.965332
	Iteration 34Q: 3 clusters Score -1266941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1266943.500000 Penalty: 4595.965332
	Iteration 35Q: 3 clusters Score -1266944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1266948.625000 Penalty: 4595.965332
	Iteration 36Q: 3 clusters Score -1266949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1266949.250000 Penalty: 4595.965332
	Iteration 37Q: 3 clusters Score -1266949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1266954.125000 Penalty: 4595.965332
	Iteration 38Q: 3 clusters Score -1266954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1266958.500000 Penalty: 4595.965332
	Iteration 39Q: 3 clusters Score -1266958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1266958.625000 Penalty: 4595.965332
	Iteration 40F: 3 clusters Score -1266959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1266960.750000 Penalty: 4595.965332
	Iteration 41Q: 3 clusters Score -1266961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1266959.375000 Penalty: 4595.965332
	Iteration 42Q: 3 clusters Score -1266959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1266960.250000 Penalty: 4595.965332
	Iteration 43Q: 3 clusters Score -1266960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1266959.875000 Penalty: 4595.965332
	Iteration 44Q: 3 clusters Score -1266960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1266961.875000 Penalty: 4595.965332
	Iteration 45Q: 3 clusters Score -1266962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1266962.750000 Penalty: 4595.965332
	Iteration 46Q: 3 clusters Score -1266963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1266962.750000 Penalty: 4595.965332
	Iteration 47F: 3 clusters Score -1266963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Entering Unmasked Estep 
Score: -3236936.000000 Penalty: 2519.042969
	Iteration 0F: 2 clusters Score -3236936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3218982.250000 Penalty: 5038.085938
	Iteration 0F: 3 clusters Score -3218982 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3225233.500000 Penalty: 5038.085938
	Iteration 1F: 3 clusters Score -3225234 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3225700.750000 Penalty: 5038.085938
	Iteration 2F: 3 clusters Score -3225701 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3226180.500000 Penalty: 5038.085938
	Iteration 3Q: 3 clusters Score -3226180 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3226775.250000 Penalty: 5038.085938
	Iteration 4F: 3 clusters Score -3226775 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3227579.500000 Penalty: 5038.085938
	Iteration 5F: 3 clusters Score -3227580 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3228723.750000 Penalty: 5038.085938
	Iteration 6F: 3 clusters Score -3228724 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3230159.250000 Penalty: 5038.085938
	Iteration 7F: 3 clusters Score -3230159 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3231791.750000 Penalty: 5038.085938
	Iteration 8F: 3 clusters Score -3231792 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3233086.000000 Penalty: 5038.085938
	Iteration 9F: 3 clusters Score -3233086 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3233925.000000 Penalty: 5038.085938
	Iteration 10Q: 3 clusters Score -3233925 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3234400.250000 Penalty: 5038.085938
	Iteration 11Q: 3 clusters Score -3234400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3234599.750000 Penalty: 5038.085938
	Iteration 12Q: 3 clusters Score -3234600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3234715.000000 Penalty: 5038.085938
	Iteration 13Q: 3 clusters Score -3234715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3234798.250000 Penalty: 5038.085938
	Iteration 14Q: 3 clusters Score -3234798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3234848.000000 Penalty: 5038.085938
	Iteration 15Q: 3 clusters Score -3234848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3234883.500000 Penalty: 5038.085938
	Iteration 16Q: 3 clusters Score -3234884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3234907.750000 Penalty: 5038.085938
	Iteration 17Q: 3 clusters Score -3234908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3234933.500000 Penalty: 5038.085938
	Iteration 18Q: 3 clusters Score -3234934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3234938.250000 Penalty: 5038.085938
	Iteration 19Q: 3 clusters Score -3234938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3234944.750000 Penalty: 5038.085938
	Iteration 20F: 3 clusters Score -3234945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3234952.500000 Penalty: 5038.085938
	Iteration 21Q: 3 clusters Score -3234952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3234956.250000 Penalty: 5038.085938
	Iteration 22Q: 3 clusters Score -3234956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3234957.750000 Penalty: 5038.085938
	Iteration 23Q: 3 clusters Score -3234958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3234958.250000 Penalty: 5038.085938
	Iteration 24Q: 3 clusters Score -3234958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3234958.250000 Penalty: 5038.085938
	Iteration 25F: 3 clusters Score -3234958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Entering Unmasked Estep 
Score: -20327592.000000 Penalty: 2978.525879
	Iteration 0F: 2 clusters Score -2.032759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -20217384.000000 Penalty: 5957.051758
	Iteration 0F: 3 clusters Score -2.021738e+07 nChanged 78836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -20263252.000000 Penalty: 5957.051758
	Iteration 1F: 3 clusters Score -2.026325e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -20264700.000000 Penalty: 5957.051758
	Iteration 2Q: 3 clusters Score -2.02647e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -20266858.000000 Penalty: 5957.051758
	Iteration 3Q: 3 clusters Score -2.026686e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -20270634.000000 Penalty: 5957.051758
	Iteration 4Q: 3 clusters Score -2.027063e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 111738 members 
Entering Unmasked Estep 
Score: -20277202.000000 Penalty: 5957.051758
	Iteration 5F: 3 clusters Score -2.02772e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 125017 members 
Entering Unmasked Estep 
Score: -20288238.000000 Penalty: 5957.051758
	Iteration 6F: 3 clusters Score -2.028824e+07 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -20301906.000000 Penalty: 5957.051758
	Iteration 7F: 3 clusters Score -2.030191e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -20313798.000000 Penalty: 5957.051758
	Iteration 8F: 3 clusters Score -2.03138e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -20320596.000000 Penalty: 5957.051758
	Iteration 9Q: 3 clusters Score -2.03206e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -20323294.000000 Penalty: 5957.051758
	Iteration 10Q: 3 clusters Score -2.032329e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -20324342.000000 Penalty: 5957.051758
	Iteration 11Q: 3 clusters Score -2.032434e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -20324670.000000 Penalty: 5957.051758
	Iteration 12Q: 3 clusters Score -2.032467e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -20324858.000000 Penalty: 5957.051758
	Iteration 13Q: 3 clusters Score -2.032486e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -20325008.000000 Penalty: 5957.051758
	Iteration 14Q: 3 clusters Score -2.032501e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 163571 members 
Entering Unmasked Estep 
Score: -20325090.000000 Penalty: 5957.051758
	Iteration 15Q: 3 clusters Score -2.032509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -20325124.000000 Penalty: 5957.051758
	Iteration 16Q: 3 clusters Score -2.032512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -20325146.000000 Penalty: 5957.051758
	Iteration 17Q: 3 clusters Score -2.032515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 163618 members 
Entering Unmasked Estep 
Score: -20325162.000000 Penalty: 5957.051758
	Iteration 18Q: 3 clusters Score -2.032516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -20325174.000000 Penalty: 5957.051758
	Iteration 19Q: 3 clusters Score -2.032517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -20325188.000000 Penalty: 5957.051758
	Iteration 20F: 3 clusters Score -2.032519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -20325182.000000 Penalty: 5957.051758
	Iteration 21Q: 3 clusters Score -2.032518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -20325218.000000 Penalty: 5957.051758
	Iteration 22Q: 3 clusters Score -2.032522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -20325220.000000 Penalty: 5957.051758
	Iteration 23Q: 3 clusters Score -2.032522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325228.000000 Penalty: 5957.051758
	Iteration 24Q: 3 clusters Score -2.032523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -20325230.000000 Penalty: 5957.051758
	Iteration 25Q: 3 clusters Score -2.032523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 163646 members 
Entering Unmasked Estep 
Score: -20325224.000000 Penalty: 5957.051758
	Iteration 26Q: 3 clusters Score -2.032522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325238.000000 Penalty: 5957.051758
	Iteration 27Q: 3 clusters Score -2.032524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -20325240.000000 Penalty: 5957.051758
	Iteration 28Q: 3 clusters Score -2.032524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 163646 members 
Entering Unmasked Estep 
Score: -20325252.000000 Penalty: 5957.051758
	Iteration 29Q: 3 clusters Score -2.032525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -20325246.000000 Penalty: 5957.051758
	Iteration 30Q: 3 clusters Score -2.032525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -20325258.000000 Penalty: 5957.051758
	Iteration 31Q: 3 clusters Score -2.032526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -20325254.000000 Penalty: 5957.051758
	Iteration 32Q: 3 clusters Score -2.032525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -20325258.000000 Penalty: 5957.051758
	Iteration 33Q: 3 clusters Score -2.032526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -20325272.000000 Penalty: 5957.051758
	Iteration 34Q: 3 clusters Score -2.032527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325260.000000 Penalty: 5957.051758
	Iteration 35Q: 3 clusters Score -2.032526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325264.000000 Penalty: 5957.051758
	Iteration 36Q: 3 clusters Score -2.032526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325272.000000 Penalty: 5957.051758
	Iteration 37Q: 3 clusters Score -2.032527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -20325272.000000 Penalty: 5957.051758
	Iteration 38F: 3 clusters Score -2.032527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -2333369.000000 Penalty: 2434.522217
	Iteration 0F: 2 clusters Score -2333369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2320339.000000 Penalty: 4869.044434
	Iteration 0F: 3 clusters Score -2320339 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2324676.000000 Penalty: 4869.044434
	Iteration 1F: 3 clusters Score -2324676 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2325003.750000 Penalty: 4869.044434
	Iteration 2F: 3 clusters Score -2325004 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2325250.500000 Penalty: 4869.044434
	Iteration 3Q: 3 clusters Score -2325250 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2325462.500000 Penalty: 4869.044434
	Iteration 4Q: 3 clusters Score -2325462 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2325670.000000 Penalty: 4869.044434
	Iteration 5Q: 3 clusters Score -2325670 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2325878.500000 Penalty: 4869.044434
	Iteration 6Q: 3 clusters Score -2325878 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2326134.000000 Penalty: 4869.044434
	Iteration 7Q: 3 clusters Score -2326134 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2326450.500000 Penalty: 4869.044434
	Iteration 8Q: 3 clusters Score -2326450 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2326919.000000 Penalty: 4869.044434
	Iteration 9Q: 3 clusters Score -2326919 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2327585.500000 Penalty: 4869.044434
	Iteration 10F: 3 clusters Score -2327586 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2328358.500000 Penalty: 4869.044434
	Iteration 11F: 3 clusters Score -2328358 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2329176.250000 Penalty: 4869.044434
	Iteration 12F: 3 clusters Score -2329176 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2329873.000000 Penalty: 4869.044434
	Iteration 13Q: 3 clusters Score -2329873 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2330402.250000 Penalty: 4869.044434
	Iteration 14Q: 3 clusters Score -2330402 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2330755.000000 Penalty: 4869.044434
	Iteration 15Q: 3 clusters Score -2330755 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2330923.500000 Penalty: 4869.044434
	Iteration 16Q: 3 clusters Score -2330924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2331032.000000 Penalty: 4869.044434
	Iteration 17Q: 3 clusters Score -2331032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2331099.000000 Penalty: 4869.044434
	Iteration 18Q: 3 clusters Score -2331099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2331122.750000 Penalty: 4869.044434
	Iteration 19Q: 3 clusters Score -2331123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2331140.000000 Penalty: 4869.044434
	Iteration 20F: 3 clusters Score -2331140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2331159.500000 Penalty: 4869.044434
	Iteration 21Q: 3 clusters Score -2331160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2331178.750000 Penalty: 4869.044434
	Iteration 22Q: 3 clusters Score -2331179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2331199.750000 Penalty: 4869.044434
	Iteration 23Q: 3 clusters Score -2331200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2331224.750000 Penalty: 4869.044434
	Iteration 24Q: 3 clusters Score -2331225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2331228.750000 Penalty: 4869.044434
	Iteration 25Q: 3 clusters Score -2331229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2331237.250000 Penalty: 4869.044434
	Iteration 26Q: 3 clusters Score -2331237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2331244.000000 Penalty: 4869.044434
	Iteration 27Q: 3 clusters Score -2331244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2331246.000000 Penalty: 4869.044434
	Iteration 28Q: 3 clusters Score -2331246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2331245.500000 Penalty: 4869.044434
	Iteration 29Q: 3 clusters Score -2331246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2331248.750000 Penalty: 4869.044434
	Iteration 30Q: 3 clusters Score -2331249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2331253.000000 Penalty: 4869.044434
	Iteration 31Q: 3 clusters Score -2331253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2331250.250000 Penalty: 4869.044434
	Iteration 32Q: 3 clusters Score -2331250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2331250.250000 Penalty: 4869.044434
	Iteration 33F: 3 clusters Score -2331250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Entering Unmasked Estep 
Score: -11434648.000000 Penalty: 2830.288330
	Iteration 0F: 2 clusters Score -1.143465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -11374094.000000 Penalty: 5660.576660
	Iteration 0F: 3 clusters Score -1.137409e+07 nChanged 42631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -11398643.000000 Penalty: 5660.576660
	Iteration 1F: 3 clusters Score -1.139864e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -11399763.000000 Penalty: 5660.576660
	Iteration 2Q: 3 clusters Score -1.139976e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -11400976.000000 Penalty: 5660.576660
	Iteration 3Q: 3 clusters Score -1.140098e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -11402771.000000 Penalty: 5660.576660
	Iteration 4Q: 3 clusters Score -1.140277e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -11405331.000000 Penalty: 5660.576660
	Iteration 5F: 3 clusters Score -1.140533e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -11409303.000000 Penalty: 5660.576660
	Iteration 6F: 3 clusters Score -1.14093e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -11414862.000000 Penalty: 5660.576660
	Iteration 7F: 3 clusters Score -1.141486e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -11420972.000000 Penalty: 5660.576660
	Iteration 8F: 3 clusters Score -1.142097e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -11425747.000000 Penalty: 5660.576660
	Iteration 9F: 3 clusters Score -1.142575e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -11428550.000000 Penalty: 5660.576660
	Iteration 10Q: 3 clusters Score -1.142855e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -11429886.000000 Penalty: 5660.576660
	Iteration 11Q: 3 clusters Score -1.142989e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -11430592.000000 Penalty: 5660.576660
	Iteration 12Q: 3 clusters Score -1.143059e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -11430976.000000 Penalty: 5660.576660
	Iteration 13Q: 3 clusters Score -1.143098e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -11431284.000000 Penalty: 5660.576660
	Iteration 14Q: 3 clusters Score -1.143128e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -11431484.000000 Penalty: 5660.576660
	Iteration 15Q: 3 clusters Score -1.143148e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -11431596.000000 Penalty: 5660.576660
	Iteration 16Q: 3 clusters Score -1.14316e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -11431757.000000 Penalty: 5660.576660
	Iteration 17Q: 3 clusters Score -1.143176e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -11431783.000000 Penalty: 5660.576660
	Iteration 18Q: 3 clusters Score -1.143178e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -11431794.000000 Penalty: 5660.576660
	Iteration 19Q: 3 clusters Score -1.143179e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -11431786.000000 Penalty: 5660.576660
	Iteration 20F: 3 clusters Score -1.143179e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -11431844.000000 Penalty: 5660.576660
	Iteration 21Q: 3 clusters Score -1.143184e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -11431878.000000 Penalty: 5660.576660
	Iteration 22Q: 3 clusters Score -1.143188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -11431904.000000 Penalty: 5660.576660
	Iteration 23Q: 3 clusters Score -1.14319e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -11431909.000000 Penalty: 5660.576660
	Iteration 24Q: 3 clusters Score -1.143191e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -11431907.000000 Penalty: 5660.576660
	Iteration 25Q: 3 clusters Score -1.143191e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -11431888.000000 Penalty: 5660.576660
	Iteration 26Q: 3 clusters Score -1.143189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -11431878.000000 Penalty: 5660.576660
	Iteration 27Q: 3 clusters Score -1.143188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -11431897.000000 Penalty: 5660.576660
	Iteration 28Q: 3 clusters Score -1.14319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -11431902.000000 Penalty: 5660.576660
	Iteration 29Q: 3 clusters Score -1.14319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -11431892.000000 Penalty: 5660.576660
	Iteration 30Q: 3 clusters Score -1.143189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -11431910.000000 Penalty: 5660.576660
	Iteration 31Q: 3 clusters Score -1.143191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -11431901.000000 Penalty: 5660.576660
	Iteration 32Q: 3 clusters Score -1.14319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -11431906.000000 Penalty: 5660.576660
	Iteration 33Q: 3 clusters Score -1.143191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -11431919.000000 Penalty: 5660.576660
	Iteration 34Q: 3 clusters Score -1.143192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -11431911.000000 Penalty: 5660.576660
	Iteration 35Q: 3 clusters Score -1.143191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -11431922.000000 Penalty: 5660.576660
	Iteration 36Q: 3 clusters Score -1.143192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -11431926.000000 Penalty: 5660.576660
	Iteration 37Q: 3 clusters Score -1.143193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -11431907.000000 Penalty: 5660.576660
	Iteration 38Q: 3 clusters Score -1.143191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -11431905.000000 Penalty: 5660.576660
	Iteration 39Q: 3 clusters Score -1.14319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -11431912.000000 Penalty: 5660.576660
	Iteration 40F: 3 clusters Score -1.143191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -11431926.000000 Penalty: 5660.576660
	Iteration 41Q: 3 clusters Score -1.143193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -11431939.000000 Penalty: 5660.576660
	Iteration 42Q: 3 clusters Score -1.143194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -11431946.000000 Penalty: 5660.576660
	Iteration 43Q: 3 clusters Score -1.143195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -11431946.000000 Penalty: 5660.576660
	Iteration 44Q: 3 clusters Score -1.143195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -11431949.000000 Penalty: 5660.576660
	Iteration 45Q: 3 clusters Score -1.143195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -11431951.000000 Penalty: 5660.576660
	Iteration 46Q: 3 clusters Score -1.143195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -11431949.000000 Penalty: 5660.576660
	Iteration 47Q: 3 clusters Score -1.143195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -11431954.000000 Penalty: 5660.576660
	Iteration 48Q: 3 clusters Score -1.143195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -11431959.000000 Penalty: 5660.576660
	Iteration 49Q: 3 clusters Score -1.143196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -11431954.000000 Penalty: 5660.576660
	Iteration 50Q: 3 clusters Score -1.143195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -11431943.000000 Penalty: 5660.576660
	Iteration 51Q: 3 clusters Score -1.143194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -11431955.000000 Penalty: 5660.576660
	Iteration 52Q: 3 clusters Score -1.143196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -11431943.000000 Penalty: 5660.576660
	Iteration 53Q: 3 clusters Score -1.143194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -11431943.000000 Penalty: 5660.576660
	Iteration 54Q: 3 clusters Score -1.143194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -11431948.000000 Penalty: 5660.576660
	Iteration 55Q: 3 clusters Score -1.143195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -11431936.000000 Penalty: 5660.576660
	Iteration 56Q: 3 clusters Score -1.143194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -11431936.000000 Penalty: 5660.576660
	Iteration 57F: 3 clusters Score -1.143194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323408 members 
Entering Unmasked Estep 
Score: -40545636.000000 Penalty: 3146.294189
	Iteration 0F: 2 clusters Score -4.054564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 162053 members 
Entering Unmasked Estep 
Score: -40341184.000000 Penalty: 6292.588379
	Iteration 0F: 3 clusters Score -4.034118e+07 nChanged 156857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153502 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -40435892.000000 Penalty: 6292.588379
	Iteration 1F: 3 clusters Score -4.043589e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 175046 members 
Entering Unmasked Estep 
Score: -40439092.000000 Penalty: 6292.588379
	Iteration 2Q: 3 clusters Score -4.043909e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 182959 members 
Entering Unmasked Estep 
Score: -40443316.000000 Penalty: 6292.588379
	Iteration 3Q: 3 clusters Score -4.044332e+07 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
Score: -40450384.000000 Penalty: 6292.588379
	Iteration 4Q: 3 clusters Score -4.045038e+07 nChanged 19545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 212630 members 
Entering Unmasked Estep 
Score: -40462776.000000 Penalty: 6292.588379
	Iteration 5F: 3 clusters Score -4.046278e+07 nChanged 23791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 235337 members 
Entering Unmasked Estep 
Score: -40481388.000000 Penalty: 6292.588379
	Iteration 6F: 3 clusters Score -4.048139e+07 nChanged 24900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 259637 members 
Entering Unmasked Estep 
Score: -40503540.000000 Penalty: 6292.588379
	Iteration 7F: 3 clusters Score -4.050354e+07 nChanged 20583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 279766 members 
Entering Unmasked Estep 
Score: -40521228.000000 Penalty: 6292.588379
	Iteration 8F: 3 clusters Score -4.052123e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 292871 members 
Entering Unmasked Estep 
Score: -40532044.000000 Penalty: 6292.588379
	Iteration 9Q: 3 clusters Score -4.053204e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 300744 members 
Entering Unmasked Estep 
Score: -40537072.000000 Penalty: 6292.588379
	Iteration 10Q: 3 clusters Score -4.053707e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 305768 members 
Entering Unmasked Estep 
Score: -40539296.000000 Penalty: 6292.588379
	Iteration 11Q: 3 clusters Score -4.05393e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 309323 members 
Entering Unmasked Estep 
Score: -40540672.000000 Penalty: 6292.588379
	Iteration 12Q: 3 clusters Score -4.054067e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 311931 members 
Entering Unmasked Estep 
Score: -40541620.000000 Penalty: 6292.588379
	Iteration 13Q: 3 clusters Score -4.054162e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 313818 members 
Entering Unmasked Estep 
Score: -40542280.000000 Penalty: 6292.588379
	Iteration 14Q: 3 clusters Score -4.054228e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 315212 members 
Entering Unmasked Estep 
Score: -40542768.000000 Penalty: 6292.588379
	Iteration 15Q: 3 clusters Score -4.054277e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 316245 members 
Entering Unmasked Estep 
Score: -40543060.000000 Penalty: 6292.588379
	Iteration 16Q: 3 clusters Score -4.054306e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 317051 members 
Entering Unmasked Estep 
Score: -40543336.000000 Penalty: 6292.588379
	Iteration 17Q: 3 clusters Score -4.054334e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 317703 members 
Entering Unmasked Estep 
Score: -40543532.000000 Penalty: 6292.588379
	Iteration 18Q: 3 clusters Score -4.054353e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 318241 members 
Entering Unmasked Estep 
Score: -40543756.000000 Penalty: 6292.588379
	Iteration 19Q: 3 clusters Score -4.054376e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 318655 members 
Entering Unmasked Estep 
Score: -40543772.000000 Penalty: 6292.588379
	Iteration 20F: 3 clusters Score -4.054377e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 318996 members 
Entering Unmasked Estep 
Score: -40543856.000000 Penalty: 6292.588379
	Iteration 21Q: 3 clusters Score -4.054386e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 319276 members 
Entering Unmasked Estep 
Score: -40543956.000000 Penalty: 6292.588379
	Iteration 22Q: 3 clusters Score -4.054396e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 319473 members 
Entering Unmasked Estep 
Score: -40543976.000000 Penalty: 6292.588379
	Iteration 23Q: 3 clusters Score -4.054398e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 319642 members 
Entering Unmasked Estep 
Score: -40544016.000000 Penalty: 6292.588379
	Iteration 24Q: 3 clusters Score -4.054402e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 319784 members 
Entering Unmasked Estep 
Score: -40544032.000000 Penalty: 6292.588379
	Iteration 25Q: 3 clusters Score -4.054403e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 319895 members 
Entering Unmasked Estep 
Score: -40544072.000000 Penalty: 6292.588379
	Iteration 26Q: 3 clusters Score -4.054407e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 319955 members 
Entering Unmasked Estep 
Score: -40544036.000000 Penalty: 6292.588379
	Iteration 27Q: 3 clusters Score -4.054404e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 319998 members 
Entering Unmasked Estep 
Score: -40544048.000000 Penalty: 6292.588379
	Iteration 28Q: 3 clusters Score -4.054405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 320037 members 
Entering Unmasked Estep 
Score: -40544036.000000 Penalty: 6292.588379
	Iteration 29Q: 3 clusters Score -4.054404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 320091 members 
Entering Unmasked Estep 
Score: -40544084.000000 Penalty: 6292.588379
	Iteration 30Q: 3 clusters Score -4.054408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 320134 members 
Entering Unmasked Estep 
Score: -40544072.000000 Penalty: 6292.588379
	Iteration 31Q: 3 clusters Score -4.054407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 320158 members 
Entering Unmasked Estep 
Score: -40544064.000000 Penalty: 6292.588379
	Iteration 32Q: 3 clusters Score -4.054406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 320185 members 
Entering Unmasked Estep 
Score: -40544064.000000 Penalty: 6292.588379
	Iteration 33Q: 3 clusters Score -4.054406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 320214 members 
Entering Unmasked Estep 
Score: -40544072.000000 Penalty: 6292.588379
	Iteration 34Q: 3 clusters Score -4.054407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 320243 members 
Entering Unmasked Estep 
Score: -40544088.000000 Penalty: 6292.588379
	Iteration 35Q: 3 clusters Score -4.054409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 320268 members 
Entering Unmasked Estep 
Score: -40544068.000000 Penalty: 6292.588379
	Iteration 36Q: 3 clusters Score -4.054407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 320302 members 
Entering Unmasked Estep 
Score: -40544064.000000 Penalty: 6292.588379
	Iteration 37Q: 3 clusters Score -4.054406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 320333 members 
Entering Unmasked Estep 
Score: -40544036.000000 Penalty: 6292.588379
	Iteration 38Q: 3 clusters Score -4.054404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 320368 members 
Entering Unmasked Estep 
Score: -40543976.000000 Penalty: 6292.588379
	Iteration 39Q: 3 clusters Score -4.054398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 320394 members 
Entering Unmasked Estep 
Score: -40543984.000000 Penalty: 6292.588379
	Iteration 40F: 3 clusters Score -4.054398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 320418 members 
Entering Unmasked Estep 
Score: -40543972.000000 Penalty: 6292.588379
	Iteration 41Q: 3 clusters Score -4.054397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 320438 members 
Entering Unmasked Estep 
Score: -40543956.000000 Penalty: 6292.588379
	Iteration 42Q: 3 clusters Score -4.054396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 320460 members 
Entering Unmasked Estep 
Score: -40543972.000000 Penalty: 6292.588379
	Iteration 43Q: 3 clusters Score -4.054397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 320473 members 
Entering Unmasked Estep 
Score: -40544024.000000 Penalty: 6292.588379
	Iteration 44Q: 3 clusters Score -4.054402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 320481 members 
Entering Unmasked Estep 
Score: -40543988.000000 Penalty: 6292.588379
	Iteration 45Q: 3 clusters Score -4.054399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 320482 members 
Entering Unmasked Estep 
Score: -40543992.000000 Penalty: 6292.588379
	Iteration 46Q: 3 clusters Score -4.054399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 320489 members 
Entering Unmasked Estep 
Score: -40543988.000000 Penalty: 6292.588379
	Iteration 47Q: 3 clusters Score -4.054399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 320492 members 
Entering Unmasked Estep 
Score: -40543992.000000 Penalty: 6292.588379
	Iteration 48Q: 3 clusters Score -4.054399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 320495 members 
Entering Unmasked Estep 
Score: -40543992.000000 Penalty: 6292.588379
	Iteration 49Q: 3 clusters Score -4.054399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 320503 members 
Entering Unmasked Estep 
Score: -40544012.000000 Penalty: 6292.588379
	Iteration 50Q: 3 clusters Score -4.054401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 320506 members 
Entering Unmasked Estep 
Score: -40543992.000000 Penalty: 6292.588379
	Iteration 51Q: 3 clusters Score -4.054399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 320508 members 
Entering Unmasked Estep 
Score: -40544004.000000 Penalty: 6292.588379
	Iteration 52Q: 3 clusters Score -4.0544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 320509 members 
Entering Unmasked Estep 
Score: -40544000.000000 Penalty: 6292.588379
	Iteration 53Q: 3 clusters Score -4.0544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 320510 members 
Entering Unmasked Estep 
Score: -40543996.000000 Penalty: 6292.588379
	Iteration 54Q: 3 clusters Score -4.0544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 320511 members 
Entering Unmasked Estep 
Score: -40544000.000000 Penalty: 6292.588379
	Iteration 55Q: 3 clusters Score -4.0544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 320513 members 
Entering Unmasked Estep 
Score: -40543984.000000 Penalty: 6292.588379
	Iteration 56Q: 3 clusters Score -4.054398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 320515 members 
Entering Unmasked Estep 
Score: -40543972.000000 Penalty: 6292.588379
	Iteration 57Q: 3 clusters Score -4.054397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 320515 members 
Entering Unmasked Estep 
Score: -40543972.000000 Penalty: 6292.588379
	Iteration 58Q: 3 clusters Score -4.054397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 320514 members 
Entering Unmasked Estep 
Score: -40543952.000000 Penalty: 6292.588379
	Iteration 59Q: 3 clusters Score -4.054395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 320513 members 
Entering Unmasked Estep 
Score: -40543968.000000 Penalty: 6292.588379
	Iteration 60F: 3 clusters Score -4.054397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 320514 members 
Entering Unmasked Estep 
Score: -40543964.000000 Penalty: 6292.588379
	Iteration 61Q: 3 clusters Score -4.054396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 320513 members 
Entering Unmasked Estep 
Score: -40543960.000000 Penalty: 6292.588379
	Iteration 62Q: 3 clusters Score -4.054396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 320513 members 
Entering Unmasked Estep 
Score: -40543960.000000 Penalty: 6292.588379
	Iteration 63F: 3 clusters Score -4.054396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -775646.750000 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -775646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -770311.375000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -770311.4 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -771642.250000 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -771642.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -771860.875000 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -771860.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -772039.125000 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -772039.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -772198.125000 Penalty: 4340.024414
	Iteration 4Q: 3 clusters Score -772198.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -772348.437500 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -772348.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -772526.312500 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -772526.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -772726.500000 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -772726.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -772945.937500 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -772945.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -773178.500000 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -773178.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -773402.750000 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -773402.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -773603.062500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -773603.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -773749.562500 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -773749.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -773845.062500 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -773845.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -773899.812500 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -773899.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -773926.125000 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -773926.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -773945.625000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -773945.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -773958.125000 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -773958.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -773965.437500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -773965.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -773969.250000 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -773969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -773973.687500 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -773973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -773975.875000 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -773975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -773976.687500 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -773976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -773975.937500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -773975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -773976.687500 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -773976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -773976.375000 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -773976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -773976.375000 Penalty: 4340.024414
	Iteration 26F: 3 clusters Score -773976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 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 373 members 
Entering Unmasked Estep 
Score: -77160.882812 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77160.88 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77454.382812 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77454.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77566.882812 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77566.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77641.828125 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77641.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77707.937500 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77707.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77791.742188 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77791.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77915.046875 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77915.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78071.726562 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -78071.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78182.515625 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -78182.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78227.562500 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -78227.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78239.273438 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -78239.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78242.335938 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -78242.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78245.468750 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -78245.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78245.695312 Penalty: 3272.860352
	Iteration 13F: 3 clusters Score -78245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78252.179688 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -78252.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78255.851562 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78255.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78260.867188 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -78260.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78261.843750 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -78261.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78263.062500 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -78263.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78263.671875 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -78263.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78264.367188 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -78264.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78265.242188 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -78265.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78265.242188 Penalty: 3272.860352
	Iteration 22F: 3 clusters Score -78265.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1412505.375000 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -1412505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1403695.625000 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -1403696 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1406521.125000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -1406521 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1406874.500000 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -1406874 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1407128.250000 Penalty: 4654.776367
	Iteration 3Q: 3 clusters Score -1407128 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1407337.750000 Penalty: 4654.776367
	Iteration 4Q: 3 clusters Score -1407338 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1407551.000000 Penalty: 4654.776367
	Iteration 5Q: 3 clusters Score -1407551 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1407756.250000 Penalty: 4654.776367
	Iteration 6Q: 3 clusters Score -1407756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1407986.000000 Penalty: 4654.776367
	Iteration 7Q: 3 clusters Score -1407986 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1408254.375000 Penalty: 4654.776367
	Iteration 8Q: 3 clusters Score -1408254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1408514.750000 Penalty: 4654.776367
	Iteration 9Q: 3 clusters Score -1408515 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1408759.250000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -1408759 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1409042.875000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -1409043 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1409327.875000 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -1409328 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1409641.000000 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -1409641 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1409891.625000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -1409892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1410097.125000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -1410097 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1410264.625000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -1410265 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1410435.500000 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -1410436 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1410573.500000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -1410574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1410682.625000 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -1410683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1410761.250000 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -1410761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1410824.125000 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -1410824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1410868.750000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -1410869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1410899.000000 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -1410899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1410924.875000 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -1410925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1410949.875000 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -1410950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1410973.500000 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -1410974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1410991.000000 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -1410991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1411001.000000 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -1411001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1411011.000000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -1411011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1411019.125000 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -1411019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1411030.000000 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -1411030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1411033.500000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -1411034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1411037.875000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -1411038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1411038.250000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -1411038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1411043.625000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -1411044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1411048.250000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -1411048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1411052.375000 Penalty: 4654.776367
	Iteration 37Q: 3 clusters Score -1411052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1411058.125000 Penalty: 4654.776367
	Iteration 38Q: 3 clusters Score -1411058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1411063.000000 Penalty: 4654.776367
	Iteration 39Q: 3 clusters Score -1411063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1411066.500000 Penalty: 4654.776367
	Iteration 40F: 3 clusters Score -1411066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1411069.000000 Penalty: 4654.776367
	Iteration 41Q: 3 clusters Score -1411069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1411072.375000 Penalty: 4654.776367
	Iteration 42Q: 3 clusters Score -1411072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1411075.375000 Penalty: 4654.776367
	Iteration 43Q: 3 clusters Score -1411075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1411078.500000 Penalty: 4654.776367
	Iteration 44Q: 3 clusters Score -1411078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1411081.000000 Penalty: 4654.776367
	Iteration 45Q: 3 clusters Score -1411081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1411084.000000 Penalty: 4654.776367
	Iteration 46Q: 3 clusters Score -1411084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1411086.875000 Penalty: 4654.776367
	Iteration 47Q: 3 clusters Score -1411087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1411087.750000 Penalty: 4654.776367
	Iteration 48Q: 3 clusters Score -1411088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1411091.750000 Penalty: 4654.776367
	Iteration 49Q: 3 clusters Score -1411092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1411092.875000 Penalty: 4654.776367
	Iteration 50Q: 3 clusters Score -1411093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1411091.500000 Penalty: 4654.776367
	Iteration 51Q: 3 clusters Score -1411092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1411091.500000 Penalty: 4654.776367
	Iteration 52F: 3 clusters Score -1411092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -264617.218750 Penalty: 1940.957886
	Iteration 0F: 2 clusters Score -264617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261694.671875 Penalty: 3881.915771
	Iteration 0F: 3 clusters Score -261694.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262279.250000 Penalty: 3881.915771
	Iteration 1F: 3 clusters Score -262279.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -262489.187500 Penalty: 3881.915771
	Iteration 2F: 3 clusters Score -262489.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -262635.812500 Penalty: 3881.915771
	Iteration 3F: 3 clusters Score -262635.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262758.562500 Penalty: 3881.915771
	Iteration 4Q: 3 clusters Score -262758.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -262895.843750 Penalty: 3881.915771
	Iteration 5Q: 3 clusters Score -262895.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -263007.843750 Penalty: 3881.915771
	Iteration 6Q: 3 clusters Score -263007.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -263115.625000 Penalty: 3881.915771
	Iteration 7Q: 3 clusters Score -263115.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -263179.031250 Penalty: 3881.915771
	Iteration 8Q: 3 clusters Score -263179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -263232.031250 Penalty: 3881.915771
	Iteration 9Q: 3 clusters Score -263232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -263283.906250 Penalty: 3881.915771
	Iteration 10Q: 3 clusters Score -263283.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -263333.031250 Penalty: 3881.915771
	Iteration 11Q: 3 clusters Score -263333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -263377.468750 Penalty: 3881.915771
	Iteration 12Q: 3 clusters Score -263377.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -263417.250000 Penalty: 3881.915771
	Iteration 13Q: 3 clusters Score -263417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -263449.937500 Penalty: 3881.915771
	Iteration 14Q: 3 clusters Score -263449.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -263470.375000 Penalty: 3881.915771
	Iteration 15Q: 3 clusters Score -263470.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -263494.531250 Penalty: 3881.915771
	Iteration 16Q: 3 clusters Score -263494.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -263517.187500 Penalty: 3881.915771
	Iteration 17Q: 3 clusters Score -263517.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -263537.312500 Penalty: 3881.915771
	Iteration 18Q: 3 clusters Score -263537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -263551.000000 Penalty: 3881.915771
	Iteration 19Q: 3 clusters Score -263551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -263567.187500 Penalty: 3881.915771
	Iteration 20F: 3 clusters Score -263567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -263581.281250 Penalty: 3881.915771
	Iteration 21Q: 3 clusters Score -263581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -263586.968750 Penalty: 3881.915771
	Iteration 22Q: 3 clusters Score -263587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -263591.843750 Penalty: 3881.915771
	Iteration 23Q: 3 clusters Score -263591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -263597.718750 Penalty: 3881.915771
	Iteration 24Q: 3 clusters Score -263597.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -263604.718750 Penalty: 3881.915771
	Iteration 25Q: 3 clusters Score -263604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -263612.968750 Penalty: 3881.915771
	Iteration 26Q: 3 clusters Score -263613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -263619.156250 Penalty: 3881.915771
	Iteration 27Q: 3 clusters Score -263619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -263624.687500 Penalty: 3881.915771
	Iteration 28Q: 3 clusters Score -263624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -263629.937500 Penalty: 3881.915771
	Iteration 29Q: 3 clusters Score -263629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -263634.312500 Penalty: 3881.915771
	Iteration 30Q: 3 clusters Score -263634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -263637.750000 Penalty: 3881.915771
	Iteration 31Q: 3 clusters Score -263637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -263637.750000 Penalty: 3881.915771
	Iteration 32F: 3 clusters Score -263637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -68365.835938 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -68365.84 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 300 members 
Entering Unmasked Estep 
Score: -66798.828125 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -66798.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67012.546875 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -67012.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67090.484375 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -67090.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67150.320312 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -67150.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67194.750000 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -67194.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67257.531250 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -67257.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67296.687500 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -67296.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67330.710938 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -67330.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67390.265625 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -67390.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67438.515625 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -67438.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67467.421875 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -67467.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67481.039062 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -67481.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67501.164062 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -67501.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67513.601562 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -67513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67517.601562 Penalty: 3171.221191
	Iteration 14Q: 3 clusters Score -67517.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67523.890625 Penalty: 3171.221191
	Iteration 15Q: 3 clusters Score -67523.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67523.890625 Penalty: 3171.221191
	Iteration 16F: 3 clusters Score -67523.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Entering Unmasked Estep 
Score: -4733163.500000 Penalty: 2617.628174
	Iteration 0F: 2 clusters Score -4733164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4707287.500000 Penalty: 5235.256348
	Iteration 0F: 3 clusters Score -4707288 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4716790.500000 Penalty: 5235.256348
	Iteration 1F: 3 clusters Score -4716790 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4717461.500000 Penalty: 5235.256348
	Iteration 2Q: 3 clusters Score -4717462 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4718268.500000 Penalty: 5235.256348
	Iteration 3Q: 3 clusters Score -4718268 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4719193.500000 Penalty: 5235.256348
	Iteration 4F: 3 clusters Score -4719194 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4720249.500000 Penalty: 5235.256348
	Iteration 5F: 3 clusters Score -4720250 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -4721411.000000 Penalty: 5235.256348
	Iteration 6F: 3 clusters Score -4721411 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4722598.000000 Penalty: 5235.256348
	Iteration 7F: 3 clusters Score -4722598 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -4723707.500000 Penalty: 5235.256348
	Iteration 8F: 3 clusters Score -4723708 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4724867.000000 Penalty: 5235.256348
	Iteration 9Q: 3 clusters Score -4724867 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4725949.000000 Penalty: 5235.256348
	Iteration 10Q: 3 clusters Score -4725949 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4726918.000000 Penalty: 5235.256348
	Iteration 11Q: 3 clusters Score -4726918 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4727876.000000 Penalty: 5235.256348
	Iteration 12Q: 3 clusters Score -4727876 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4728646.000000 Penalty: 5235.256348
	Iteration 13Q: 3 clusters Score -4728646 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4729194.500000 Penalty: 5235.256348
	Iteration 14Q: 3 clusters Score -4729194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -4729515.000000 Penalty: 5235.256348
	Iteration 15Q: 3 clusters Score -4729515 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4729766.000000 Penalty: 5235.256348
	Iteration 16Q: 3 clusters Score -4729766 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4729982.500000 Penalty: 5235.256348
	Iteration 17Q: 3 clusters Score -4729982 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4730175.500000 Penalty: 5235.256348
	Iteration 18Q: 3 clusters Score -4730176 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4730344.500000 Penalty: 5235.256348
	Iteration 19Q: 3 clusters Score -4730344 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4730474.500000 Penalty: 5235.256348
	Iteration 20F: 3 clusters Score -4730474 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4730588.500000 Penalty: 5235.256348
	Iteration 21Q: 3 clusters Score -4730588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4730662.500000 Penalty: 5235.256348
	Iteration 22Q: 3 clusters Score -4730662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4730720.500000 Penalty: 5235.256348
	Iteration 23Q: 3 clusters Score -4730720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4730772.500000 Penalty: 5235.256348
	Iteration 24Q: 3 clusters Score -4730772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4730799.000000 Penalty: 5235.256348
	Iteration 25Q: 3 clusters Score -4730799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4730832.000000 Penalty: 5235.256348
	Iteration 26Q: 3 clusters Score -4730832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4730852.000000 Penalty: 5235.256348
	Iteration 27Q: 3 clusters Score -4730852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4730876.000000 Penalty: 5235.256348
	Iteration 28Q: 3 clusters Score -4730876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4730893.500000 Penalty: 5235.256348
	Iteration 29Q: 3 clusters Score -4730894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4730898.500000 Penalty: 5235.256348
	Iteration 30Q: 3 clusters Score -4730898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4730900.500000 Penalty: 5235.256348
	Iteration 31Q: 3 clusters Score -4730900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4730903.500000 Penalty: 5235.256348
	Iteration 32Q: 3 clusters Score -4730904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4730912.500000 Penalty: 5235.256348
	Iteration 33Q: 3 clusters Score -4730912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4730911.000000 Penalty: 5235.256348
	Iteration 34Q: 3 clusters Score -4730911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4730908.500000 Penalty: 5235.256348
	Iteration 35Q: 3 clusters Score -4730908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4730911.000000 Penalty: 5235.256348
	Iteration 36Q: 3 clusters Score -4730911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4730918.000000 Penalty: 5235.256348
	Iteration 37Q: 3 clusters Score -4730918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4730913.500000 Penalty: 5235.256348
	Iteration 38Q: 3 clusters Score -4730914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4730919.500000 Penalty: 5235.256348
	Iteration 39Q: 3 clusters Score -4730920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4730923.500000 Penalty: 5235.256348
	Iteration 40F: 3 clusters Score -4730924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4730926.500000 Penalty: 5235.256348
	Iteration 41Q: 3 clusters Score -4730926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4730939.000000 Penalty: 5235.256348
	Iteration 42Q: 3 clusters Score -4730939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4730937.500000 Penalty: 5235.256348
	Iteration 43Q: 3 clusters Score -4730938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4730937.500000 Penalty: 5235.256348
	Iteration 44Q: 3 clusters Score -4730938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4730943.500000 Penalty: 5235.256348
	Iteration 45Q: 3 clusters Score -4730944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4730946.500000 Penalty: 5235.256348
	Iteration 46Q: 3 clusters Score -4730946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4730952.500000 Penalty: 5235.256348
	Iteration 47Q: 3 clusters Score -4730952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4730948.500000 Penalty: 5235.256348
	Iteration 48Q: 3 clusters Score -4730948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4730948.500000 Penalty: 5235.256348
	Iteration 49Q: 3 clusters Score -4730948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4730947.500000 Penalty: 5235.256348
	Iteration 50Q: 3 clusters Score -4730948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4730956.500000 Penalty: 5235.256348
	Iteration 51Q: 3 clusters Score -4730956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4730954.500000 Penalty: 5235.256348
	Iteration 52Q: 3 clusters Score -4730954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4730958.500000 Penalty: 5235.256348
	Iteration 53Q: 3 clusters Score -4730958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4730966.000000 Penalty: 5235.256348
	Iteration 54Q: 3 clusters Score -4730966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4730964.000000 Penalty: 5235.256348
	Iteration 55Q: 3 clusters Score -4730964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4730965.000000 Penalty: 5235.256348
	Iteration 56Q: 3 clusters Score -4730965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4730963.000000 Penalty: 5235.256348
	Iteration 57Q: 3 clusters Score -4730963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4730962.000000 Penalty: 5235.256348
	Iteration 58Q: 3 clusters Score -4730962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4730959.500000 Penalty: 5235.256348
	Iteration 59Q: 3 clusters Score -4730960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4730957.000000 Penalty: 5235.256348
	Iteration 60F: 3 clusters Score -4730957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4730963.500000 Penalty: 5235.256348
	Iteration 61Q: 3 clusters Score -4730964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4730966.000000 Penalty: 5235.256348
	Iteration 62Q: 3 clusters Score -4730966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4730961.000000 Penalty: 5235.256348
	Iteration 63Q: 3 clusters Score -4730961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4730965.500000 Penalty: 5235.256348
	Iteration 64Q: 3 clusters Score -4730966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4730971.000000 Penalty: 5235.256348
	Iteration 65Q: 3 clusters Score -4730971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4730967.500000 Penalty: 5235.256348
	Iteration 66Q: 3 clusters Score -4730968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4730971.000000 Penalty: 5235.256348
	Iteration 67Q: 3 clusters Score -4730971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4730973.000000 Penalty: 5235.256348
	Iteration 68Q: 3 clusters Score -4730973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4730975.000000 Penalty: 5235.256348
	Iteration 69Q: 3 clusters Score -4730975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4730976.500000 Penalty: 5235.256348
	Iteration 70Q: 3 clusters Score -4730976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4730976.500000 Penalty: 5235.256348
	Iteration 71Q: 3 clusters Score -4730976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4730980.000000 Penalty: 5235.256348
	Iteration 72Q: 3 clusters Score -4730980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4730979.500000 Penalty: 5235.256348
	Iteration 73Q: 3 clusters Score -4730980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4730983.500000 Penalty: 5235.256348
	Iteration 74Q: 3 clusters Score -4730984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4730983.500000 Penalty: 5235.256348
	Iteration 75F: 3 clusters Score -4730984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -1247981.125000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1247981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1240264.625000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1240265 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1242726.875000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1242727 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1243545.000000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1243545 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1244458.250000 Penalty: 4576.397461
	Iteration 3F: 3 clusters Score -1244458 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1245226.375000 Penalty: 4576.397461
	Iteration 4F: 3 clusters Score -1245226 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1245726.625000 Penalty: 4576.397461
	Iteration 5F: 3 clusters Score -1245727 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1246014.500000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1246014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1246214.125000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1246214 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1246391.000000 Penalty: 4576.397461
	Iteration 8Q: 3 clusters Score -1246391 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1246534.750000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1246535 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1246650.375000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1246650 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1246753.000000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1246753 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1246855.875000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1246856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1246943.750000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1246944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1247008.000000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1247008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1247046.125000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1247046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1247085.500000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1247086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1247117.875000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1247118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1247144.125000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1247144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1247165.625000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1247166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1247184.000000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1247184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1247196.000000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1247196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1247206.500000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1247206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1247212.875000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1247213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1247225.500000 Penalty: 4576.397461
	Iteration 24Q: 3 clusters Score -1247226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1247235.500000 Penalty: 4576.397461
	Iteration 25Q: 3 clusters Score -1247236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1247243.250000 Penalty: 4576.397461
	Iteration 26Q: 3 clusters Score -1247243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1247247.000000 Penalty: 4576.397461
	Iteration 27Q: 3 clusters Score -1247247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1247252.125000 Penalty: 4576.397461
	Iteration 28Q: 3 clusters Score -1247252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1247254.375000 Penalty: 4576.397461
	Iteration 29Q: 3 clusters Score -1247254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1247256.625000 Penalty: 4576.397461
	Iteration 30Q: 3 clusters Score -1247257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1247258.250000 Penalty: 4576.397461
	Iteration 31Q: 3 clusters Score -1247258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1247263.500000 Penalty: 4576.397461
	Iteration 32Q: 3 clusters Score -1247264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1247266.875000 Penalty: 4576.397461
	Iteration 33Q: 3 clusters Score -1247267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1247272.625000 Penalty: 4576.397461
	Iteration 34Q: 3 clusters Score -1247273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1247274.125000 Penalty: 4576.397461
	Iteration 35Q: 3 clusters Score -1247274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1247278.375000 Penalty: 4576.397461
	Iteration 36Q: 3 clusters Score -1247278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1247280.625000 Penalty: 4576.397461
	Iteration 37Q: 3 clusters Score -1247281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1247281.500000 Penalty: 4576.397461
	Iteration 38Q: 3 clusters Score -1247282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1247282.750000 Penalty: 4576.397461
	Iteration 39Q: 3 clusters Score -1247283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1247282.625000 Penalty: 4576.397461
	Iteration 40F: 3 clusters Score -1247283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -745635.312500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -745635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -740306.375000 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -740306.4 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -741715.062500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -741715.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -741988.937500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -741988.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -742172.687500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -742172.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -742277.437500 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -742277.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -742343.937500 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -742343.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -742396.125000 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -742396.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -742444.750000 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -742444.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -742506.562500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -742506.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -742578.625000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -742578.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -742649.875000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -742649.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -742733.312500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -742733.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -742827.562500 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -742827.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -742928.875000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -742928.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -743016.312500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -743016.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -743101.875000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -743101.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -743181.625000 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -743181.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -743258.500000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -743258.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -743330.000000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -743330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -743396.312500 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -743396.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -743483.875000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -743483.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -743563.625000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -743563.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -743636.125000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -743636.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -743707.437500 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -743707.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -743767.125000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -743767.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -743809.562500 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -743809.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -743846.062500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -743846.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -743871.250000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -743871.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -743891.875000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -743891.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -743911.750000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -743911.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -743933.000000 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -743933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -743957.625000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -743957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -743980.937500 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -743980.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -744004.000000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -744004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -744030.062500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -744030.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -744054.625000 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -744054.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -744082.000000 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -744082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -744100.375000 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -744100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -744118.500000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -744118.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -744131.125000 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -744131.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -744142.437500 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -744142.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -744159.125000 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -744159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -744174.375000 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -744174.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -744186.812500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -744186.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -744210.000000 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -744210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -744237.750000 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -744237.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -744277.562500 Penalty: 4332.740723
	Iteration 46Q: 3 clusters Score -744277.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -744303.437500 Penalty: 4332.740723
	Iteration 47Q: 3 clusters Score -744303.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744325.687500 Penalty: 4332.740723
	Iteration 48Q: 3 clusters Score -744325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -744336.812500 Penalty: 4332.740723
	Iteration 49Q: 3 clusters Score -744336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744341.750000 Penalty: 4332.740723
	Iteration 50Q: 3 clusters Score -744341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -744349.000000 Penalty: 4332.740723
	Iteration 51Q: 3 clusters Score -744349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744356.375000 Penalty: 4332.740723
	Iteration 52Q: 3 clusters Score -744356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -744357.687500 Penalty: 4332.740723
	Iteration 53Q: 3 clusters Score -744357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744360.437500 Penalty: 4332.740723
	Iteration 54Q: 3 clusters Score -744360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -744363.687500 Penalty: 4332.740723
	Iteration 55Q: 3 clusters Score -744363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744366.187500 Penalty: 4332.740723
	Iteration 56Q: 3 clusters Score -744366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744368.437500 Penalty: 4332.740723
	Iteration 57Q: 3 clusters Score -744368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -744371.812500 Penalty: 4332.740723
	Iteration 58Q: 3 clusters Score -744371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -744378.812500 Penalty: 4332.740723
	Iteration 59Q: 3 clusters Score -744378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -744382.937500 Penalty: 4332.740723
	Iteration 60F: 3 clusters Score -744382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -744386.437500 Penalty: 4332.740723
	Iteration 61Q: 3 clusters Score -744386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -744387.750000 Penalty: 4332.740723
	Iteration 62Q: 3 clusters Score -744387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -744390.000000 Penalty: 4332.740723
	Iteration 63Q: 3 clusters Score -744390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -744391.687500 Penalty: 4332.740723
	Iteration 64Q: 3 clusters Score -744391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -744392.062500 Penalty: 4332.740723
	Iteration 65Q: 3 clusters Score -744392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -744392.062500 Penalty: 4332.740723
	Iteration 66F: 3 clusters Score -744392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -618234.000000 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -618234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -613600.187500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -613600.2 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -614728.687500 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -614728.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -614983.937500 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -614983.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -615142.250000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -615142.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -615269.687500 Penalty: 4238.128418
	Iteration 4Q: 3 clusters Score -615269.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -615382.625000 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -615382.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -615490.312500 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -615490.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -615570.375000 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -615570.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -615634.750000 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -615634.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -615694.750000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -615694.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -615750.312500 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -615750.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -615799.750000 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -615799.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -615842.187500 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -615842.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -615898.437500 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -615898.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -615966.437500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -615966.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -616035.312500 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -616035.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -616106.187500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -616106.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -616170.250000 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -616170.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -616244.125000 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -616244.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -616317.437500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -616317.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -616388.750000 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -616388.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -616450.562500 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -616450.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616516.687500 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -616516.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -616579.250000 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -616579.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -616637.437500 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -616637.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -616684.687500 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -616684.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -616729.437500 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -616729.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -616770.125000 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -616770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -616812.125000 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -616812.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -616848.187500 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -616848.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -616879.875000 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -616879.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -616899.187500 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -616899.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -616919.000000 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -616919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -616933.375000 Penalty: 4238.128418
	Iteration 33Q: 3 clusters Score -616933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -616945.250000 Penalty: 4238.128418
	Iteration 34Q: 3 clusters Score -616945.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -616957.250000 Penalty: 4238.128418
	Iteration 35Q: 3 clusters Score -616957.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -616964.062500 Penalty: 4238.128418
	Iteration 36Q: 3 clusters Score -616964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -616965.500000 Penalty: 4238.128418
	Iteration 37Q: 3 clusters Score -616965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -616967.437500 Penalty: 4238.128418
	Iteration 38Q: 3 clusters Score -616967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -616968.125000 Penalty: 4238.128418
	Iteration 39Q: 3 clusters Score -616968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -616970.625000 Penalty: 4238.128418
	Iteration 40F: 3 clusters Score -616970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -616973.312500 Penalty: 4238.128418
	Iteration 41Q: 3 clusters Score -616973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -616976.437500 Penalty: 4238.128418
	Iteration 42Q: 3 clusters Score -616976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -616977.687500 Penalty: 4238.128418
	Iteration 43Q: 3 clusters Score -616977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -616979.500000 Penalty: 4238.128418
	Iteration 44Q: 3 clusters Score -616979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -616981.375000 Penalty: 4238.128418
	Iteration 45Q: 3 clusters Score -616981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -616982.875000 Penalty: 4238.128418
	Iteration 46Q: 3 clusters Score -616982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -616983.187500 Penalty: 4238.128418
	Iteration 47Q: 3 clusters Score -616983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -616983.812500 Penalty: 4238.128418
	Iteration 48Q: 3 clusters Score -616983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -616983.812500 Penalty: 4238.128418
	Iteration 49F: 3 clusters Score -616983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -299280.718750 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -299280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -296229.187500 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -296229.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -296800.125000 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -296800.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -296940.093750 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -296940.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297026.531250 Penalty: 3905.115723
	Iteration 3Q: 3 clusters Score -297026.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -297093.031250 Penalty: 3905.115723
	Iteration 4Q: 3 clusters Score -297093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -297159.187500 Penalty: 3905.115723
	Iteration 5Q: 3 clusters Score -297159.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -297210.531250 Penalty: 3905.115723
	Iteration 6Q: 3 clusters Score -297210.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -297241.250000 Penalty: 3905.115723
	Iteration 7Q: 3 clusters Score -297241.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -297272.312500 Penalty: 3905.115723
	Iteration 8Q: 3 clusters Score -297272.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -297315.343750 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -297315.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -297358.968750 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -297359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -297402.062500 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -297402.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -297452.031250 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -297452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -297508.093750 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -297508.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -297578.000000 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -297578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -297656.843750 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -297656.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -297726.687500 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -297726.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -297775.281250 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -297775.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -297809.937500 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -297809.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -297828.000000 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -297828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -297845.375000 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -297845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -297856.406250 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -297856.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -297864.375000 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -297864.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -297869.906250 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -297869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -297874.250000 Penalty: 3905.115723
	Iteration 24Q: 3 clusters Score -297874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -297880.937500 Penalty: 3905.115723
	Iteration 25Q: 3 clusters Score -297880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -297886.625000 Penalty: 3905.115723
	Iteration 26Q: 3 clusters Score -297886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -297893.000000 Penalty: 3905.115723
	Iteration 27Q: 3 clusters Score -297893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -297900.125000 Penalty: 3905.115723
	Iteration 28Q: 3 clusters Score -297900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -297904.406250 Penalty: 3905.115723
	Iteration 29Q: 3 clusters Score -297904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -297907.812500 Penalty: 3905.115723
	Iteration 30Q: 3 clusters Score -297907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -297911.281250 Penalty: 3905.115723
	Iteration 31Q: 3 clusters Score -297911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -297915.750000 Penalty: 3905.115723
	Iteration 32Q: 3 clusters Score -297915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -297918.500000 Penalty: 3905.115723
	Iteration 33Q: 3 clusters Score -297918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -297919.843750 Penalty: 3905.115723
	Iteration 34Q: 3 clusters Score -297919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -297919.843750 Penalty: 3905.115723
	Iteration 35F: 3 clusters Score -297919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Entering Unmasked Estep 
Score: -2055050.625000 Penalty: 2408.311523
	Iteration 0F: 2 clusters Score -2055051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2043284.625000 Penalty: 4816.623047
	Iteration 0F: 3 clusters Score -2043285 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2047032.625000 Penalty: 4816.623047
	Iteration 1F: 3 clusters Score -2047033 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2047412.250000 Penalty: 4816.623047
	Iteration 2F: 3 clusters Score -2047412 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2047693.250000 Penalty: 4816.623047
	Iteration 3Q: 3 clusters Score -2047693 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2047942.125000 Penalty: 4816.623047
	Iteration 4Q: 3 clusters Score -2047942 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2048158.625000 Penalty: 4816.623047
	Iteration 5Q: 3 clusters Score -2048159 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2048358.125000 Penalty: 4816.623047
	Iteration 6Q: 3 clusters Score -2048358 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2048537.875000 Penalty: 4816.623047
	Iteration 7Q: 3 clusters Score -2048538 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2048756.125000 Penalty: 4816.623047
	Iteration 8Q: 3 clusters Score -2048756 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2048954.875000 Penalty: 4816.623047
	Iteration 9Q: 3 clusters Score -2048955 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2049186.750000 Penalty: 4816.623047
	Iteration 10Q: 3 clusters Score -2049187 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2049414.250000 Penalty: 4816.623047
	Iteration 11Q: 3 clusters Score -2049414 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2049659.625000 Penalty: 4816.623047
	Iteration 12Q: 3 clusters Score -2049660 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2049919.500000 Penalty: 4816.623047
	Iteration 13Q: 3 clusters Score -2049920 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2050191.875000 Penalty: 4816.623047
	Iteration 14Q: 3 clusters Score -2050192 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2050508.125000 Penalty: 4816.623047
	Iteration 15Q: 3 clusters Score -2050508 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2050826.125000 Penalty: 4816.623047
	Iteration 16Q: 3 clusters Score -2050826 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2051130.375000 Penalty: 4816.623047
	Iteration 17Q: 3 clusters Score -2051130 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2051462.375000 Penalty: 4816.623047
	Iteration 18Q: 3 clusters Score -2051462 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2051774.875000 Penalty: 4816.623047
	Iteration 19Q: 3 clusters Score -2051775 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2052052.250000 Penalty: 4816.623047
	Iteration 20F: 3 clusters Score -2052052 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2052290.875000 Penalty: 4816.623047
	Iteration 21Q: 3 clusters Score -2052291 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2052512.125000 Penalty: 4816.623047
	Iteration 22Q: 3 clusters Score -2052512 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2052693.250000 Penalty: 4816.623047
	Iteration 23Q: 3 clusters Score -2052693 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2052834.625000 Penalty: 4816.623047
	Iteration 24Q: 3 clusters Score -2052835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2052959.125000 Penalty: 4816.623047
	Iteration 25Q: 3 clusters Score -2052959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2053058.125000 Penalty: 4816.623047
	Iteration 26Q: 3 clusters Score -2053058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2053111.500000 Penalty: 4816.623047
	Iteration 27Q: 3 clusters Score -2053112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2053183.000000 Penalty: 4816.623047
	Iteration 28Q: 3 clusters Score -2053183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2053230.500000 Penalty: 4816.623047
	Iteration 29Q: 3 clusters Score -2053230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2053265.625000 Penalty: 4816.623047
	Iteration 30Q: 3 clusters Score -2053266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2053299.250000 Penalty: 4816.623047
	Iteration 31Q: 3 clusters Score -2053299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2053323.750000 Penalty: 4816.623047
	Iteration 32Q: 3 clusters Score -2053324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2053343.125000 Penalty: 4816.623047
	Iteration 33Q: 3 clusters Score -2053343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2053356.000000 Penalty: 4816.623047
	Iteration 34Q: 3 clusters Score -2053356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2053368.000000 Penalty: 4816.623047
	Iteration 35Q: 3 clusters Score -2053368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2053374.750000 Penalty: 4816.623047
	Iteration 36Q: 3 clusters Score -2053375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2053386.875000 Penalty: 4816.623047
	Iteration 37Q: 3 clusters Score -2053387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2053394.375000 Penalty: 4816.623047
	Iteration 38Q: 3 clusters Score -2053394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2053404.500000 Penalty: 4816.623047
	Iteration 39Q: 3 clusters Score -2053404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2053425.250000 Penalty: 4816.623047
	Iteration 40F: 3 clusters Score -2053425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2053444.125000 Penalty: 4816.623047
	Iteration 41Q: 3 clusters Score -2053444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2053463.125000 Penalty: 4816.623047
	Iteration 42Q: 3 clusters Score -2053463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2053483.875000 Penalty: 4816.623047
	Iteration 43Q: 3 clusters Score -2053484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2053493.125000 Penalty: 4816.623047
	Iteration 44Q: 3 clusters Score -2053493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2053494.125000 Penalty: 4816.623047
	Iteration 45Q: 3 clusters Score -2053494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2053505.625000 Penalty: 4816.623047
	Iteration 46Q: 3 clusters Score -2053506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2053516.375000 Penalty: 4816.623047
	Iteration 47Q: 3 clusters Score -2053516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2053523.375000 Penalty: 4816.623047
	Iteration 48Q: 3 clusters Score -2053523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2053530.375000 Penalty: 4816.623047
	Iteration 49Q: 3 clusters Score -2053530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2053539.125000 Penalty: 4816.623047
	Iteration 50Q: 3 clusters Score -2053539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2053546.250000 Penalty: 4816.623047
	Iteration 51Q: 3 clusters Score -2053546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2053550.250000 Penalty: 4816.623047
	Iteration 52Q: 3 clusters Score -2053550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2053553.375000 Penalty: 4816.623047
	Iteration 53Q: 3 clusters Score -2053553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2053552.250000 Penalty: 4816.623047
	Iteration 54Q: 3 clusters Score -2053552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2053553.750000 Penalty: 4816.623047
	Iteration 55Q: 3 clusters Score -2053554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2053553.750000 Penalty: 4816.623047
	Iteration 56F: 3 clusters Score -2053554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15466.514648 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15466.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15630.803711 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15683.613281 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -15683.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15689.985352 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15689.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15689.985352 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -15689.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -756142.375000 Penalty: 2163.562988
	Iteration 0F: 2 clusters Score -756142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -750931.000000 Penalty: 4327.125977
	Iteration 0F: 3 clusters Score -750931 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -752152.125000 Penalty: 4327.125977
	Iteration 1F: 3 clusters Score -752152.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -752365.562500 Penalty: 4327.125977
	Iteration 2F: 3 clusters Score -752365.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -752506.125000 Penalty: 4327.125977
	Iteration 3Q: 3 clusters Score -752506.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -752611.750000 Penalty: 4327.125977
	Iteration 4Q: 3 clusters Score -752611.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -752689.187500 Penalty: 4327.125977
	Iteration 5Q: 3 clusters Score -752689.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -752743.062500 Penalty: 4327.125977
	Iteration 6Q: 3 clusters Score -752743.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -752792.500000 Penalty: 4327.125977
	Iteration 7Q: 3 clusters Score -752792.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -752835.500000 Penalty: 4327.125977
	Iteration 8Q: 3 clusters Score -752835.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -752872.375000 Penalty: 4327.125977
	Iteration 9Q: 3 clusters Score -752872.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -752906.500000 Penalty: 4327.125977
	Iteration 10Q: 3 clusters Score -752906.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -752932.875000 Penalty: 4327.125977
	Iteration 11Q: 3 clusters Score -752932.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -752957.937500 Penalty: 4327.125977
	Iteration 12Q: 3 clusters Score -752957.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -752977.312500 Penalty: 4327.125977
	Iteration 13Q: 3 clusters Score -752977.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -752992.312500 Penalty: 4327.125977
	Iteration 14Q: 3 clusters Score -752992.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -753013.000000 Penalty: 4327.125977
	Iteration 15Q: 3 clusters Score -753013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -753034.812500 Penalty: 4327.125977
	Iteration 16Q: 3 clusters Score -753034.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -753055.875000 Penalty: 4327.125977
	Iteration 17Q: 3 clusters Score -753055.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -753076.250000 Penalty: 4327.125977
	Iteration 18Q: 3 clusters Score -753076.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -753092.250000 Penalty: 4327.125977
	Iteration 19Q: 3 clusters Score -753092.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -753110.500000 Penalty: 4327.125977
	Iteration 20F: 3 clusters Score -753110.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -753120.500000 Penalty: 4327.125977
	Iteration 21Q: 3 clusters Score -753120.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -753137.375000 Penalty: 4327.125977
	Iteration 22Q: 3 clusters Score -753137.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -753154.625000 Penalty: 4327.125977
	Iteration 23Q: 3 clusters Score -753154.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -753163.062500 Penalty: 4327.125977
	Iteration 24Q: 3 clusters Score -753163.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -753186.312500 Penalty: 4327.125977
	Iteration 25Q: 3 clusters Score -753186.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -753206.687500 Penalty: 4327.125977
	Iteration 26Q: 3 clusters Score -753206.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -753231.375000 Penalty: 4327.125977
	Iteration 27Q: 3 clusters Score -753231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -753252.750000 Penalty: 4327.125977
	Iteration 28Q: 3 clusters Score -753252.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -753267.562500 Penalty: 4327.125977
	Iteration 29Q: 3 clusters Score -753267.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -753286.937500 Penalty: 4327.125977
	Iteration 30Q: 3 clusters Score -753286.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -753299.625000 Penalty: 4327.125977
	Iteration 31Q: 3 clusters Score -753299.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -753311.562500 Penalty: 4327.125977
	Iteration 32Q: 3 clusters Score -753311.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -753319.437500 Penalty: 4327.125977
	Iteration 33Q: 3 clusters Score -753319.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -753328.187500 Penalty: 4327.125977
	Iteration 34Q: 3 clusters Score -753328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753333.625000 Penalty: 4327.125977
	Iteration 35Q: 3 clusters Score -753333.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -753339.562500 Penalty: 4327.125977
	Iteration 36Q: 3 clusters Score -753339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -753346.812500 Penalty: 4327.125977
	Iteration 37Q: 3 clusters Score -753346.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -753354.562500 Penalty: 4327.125977
	Iteration 38Q: 3 clusters Score -753354.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -753361.500000 Penalty: 4327.125977
	Iteration 39Q: 3 clusters Score -753361.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -753366.500000 Penalty: 4327.125977
	Iteration 40F: 3 clusters Score -753366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -753373.812500 Penalty: 4327.125977
	Iteration 41Q: 3 clusters Score -753373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -753378.687500 Penalty: 4327.125977
	Iteration 42Q: 3 clusters Score -753378.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -753382.312500 Penalty: 4327.125977
	Iteration 43Q: 3 clusters Score -753382.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -753386.750000 Penalty: 4327.125977
	Iteration 44Q: 3 clusters Score -753386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -753389.312500 Penalty: 4327.125977
	Iteration 45Q: 3 clusters Score -753389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -753389.875000 Penalty: 4327.125977
	Iteration 46Q: 3 clusters Score -753389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -753392.562500 Penalty: 4327.125977
	Iteration 47Q: 3 clusters Score -753392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -753393.437500 Penalty: 4327.125977
	Iteration 48Q: 3 clusters Score -753393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -753397.375000 Penalty: 4327.125977
	Iteration 49Q: 3 clusters Score -753397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -753398.875000 Penalty: 4327.125977
	Iteration 50Q: 3 clusters Score -753398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -753403.687500 Penalty: 4327.125977
	Iteration 51Q: 3 clusters Score -753403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -753404.625000 Penalty: 4327.125977
	Iteration 52Q: 3 clusters Score -753404.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -753407.562500 Penalty: 4327.125977
	Iteration 53Q: 3 clusters Score -753407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -753410.125000 Penalty: 4327.125977
	Iteration 54Q: 3 clusters Score -753410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -753409.437500 Penalty: 4327.125977
	Iteration 55Q: 3 clusters Score -753409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -753411.625000 Penalty: 4327.125977
	Iteration 56Q: 3 clusters Score -753411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -753412.687500 Penalty: 4327.125977
	Iteration 57Q: 3 clusters Score -753412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -753414.125000 Penalty: 4327.125977
	Iteration 58Q: 3 clusters Score -753414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -753415.625000 Penalty: 4327.125977
	Iteration 59Q: 3 clusters Score -753415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -753416.812500 Penalty: 4327.125977
	Iteration 60F: 3 clusters Score -753416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -753419.187500 Penalty: 4327.125977
	Iteration 61Q: 3 clusters Score -753419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -753419.562500 Penalty: 4327.125977
	Iteration 62Q: 3 clusters Score -753419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -753419.375000 Penalty: 4327.125977
	Iteration 63Q: 3 clusters Score -753419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -753421.187500 Penalty: 4327.125977
	Iteration 64Q: 3 clusters Score -753421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -753420.687500 Penalty: 4327.125977
	Iteration 65Q: 3 clusters Score -753420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753420.562500 Penalty: 4327.125977
	Iteration 66Q: 3 clusters Score -753420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -753422.250000 Penalty: 4327.125977
	Iteration 67Q: 3 clusters Score -753422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -753422.812500 Penalty: 4327.125977
	Iteration 68Q: 3 clusters Score -753422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -753423.250000 Penalty: 4327.125977
	Iteration 69Q: 3 clusters Score -753423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -753424.687500 Penalty: 4327.125977
	Iteration 70Q: 3 clusters Score -753424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753424.000000 Penalty: 4327.125977
	Iteration 71Q: 3 clusters Score -753424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753424.000000 Penalty: 4327.125977
	Iteration 72Q: 3 clusters Score -753424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753425.187500 Penalty: 4327.125977
	Iteration 73Q: 3 clusters Score -753425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753425.812500 Penalty: 4327.125977
	Iteration 74Q: 3 clusters Score -753425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753425.812500 Penalty: 4327.125977
	Iteration 75F: 3 clusters Score -753425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -299449.031250 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -299449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -296375.718750 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -296375.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -297035.781250 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -297035.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -297257.718750 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -297257.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -297416.062500 Penalty: 3917.980225
	Iteration 3F: 3 clusters Score -297416.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -297557.437500 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -297557.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -297760.562500 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -297760.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -298050.625000 Penalty: 3917.980225
	Iteration 6F: 3 clusters Score -298050.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -298418.406250 Penalty: 3917.980225
	Iteration 7F: 3 clusters Score -298418.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -298797.625000 Penalty: 3917.980225
	Iteration 8F: 3 clusters Score -298797.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -299148.906250 Penalty: 3917.980225
	Iteration 9F: 3 clusters Score -299148.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -299392.156250 Penalty: 3917.980225
	Iteration 10F: 3 clusters Score -299392.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -299517.500000 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -299517.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -299616.843750 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -299616.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -299662.593750 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -299662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299677.593750 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -299677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -299688.250000 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -299688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -299695.625000 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -299695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299700.125000 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -299700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -299700.781250 Penalty: 3917.980225
	Iteration 18Q: 3 clusters Score -299700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -299700.781250 Penalty: 3917.980225
	Iteration 19F: 3 clusters Score -299700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 1438 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Mstep: Class 47 contains 20631 members 
Mstep: Class 48 contains 1257 members 
Entering Unmasked Estep 
Score: -142002880.000000 Penalty: 166335.640625
Splitting cluster 27 changes total score from -142002624.000000 to -142002880.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (51513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Entering Unmasked Estep 
Score: -6531060.500000 Penalty: 2690.698242
	Iteration 0F: 2 clusters Score -6531060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6496422.000000 Penalty: 5381.396484
	Iteration 0F: 3 clusters Score -6496422 nChanged 23869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6509580.000000 Penalty: 5381.396484
	Iteration 1F: 3 clusters Score -6509580 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6510195.000000 Penalty: 5381.396484
	Iteration 2Q: 3 clusters Score -6510195 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -6510801.000000 Penalty: 5381.396484
	Iteration 3Q: 3 clusters Score -6510801 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6511498.000000 Penalty: 5381.396484
	Iteration 4Q: 3 clusters Score -6511498 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -6512513.500000 Penalty: 5381.396484
	Iteration 5Q: 3 clusters Score -6512514 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6514123.000000 Penalty: 5381.396484
	Iteration 6F: 3 clusters Score -6514123 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -6516481.500000 Penalty: 5381.396484
	Iteration 7F: 3 clusters Score -6516482 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6519760.500000 Penalty: 5381.396484
	Iteration 8F: 3 clusters Score -6519760 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -6523069.000000 Penalty: 5381.396484
	Iteration 9F: 3 clusters Score -6523069 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -6525575.500000 Penalty: 5381.396484
	Iteration 10F: 3 clusters Score -6525576 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6527182.500000 Penalty: 5381.396484
	Iteration 11Q: 3 clusters Score -6527182 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -6528032.000000 Penalty: 5381.396484
	Iteration 12Q: 3 clusters Score -6528032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -6528442.000000 Penalty: 5381.396484
	Iteration 13Q: 3 clusters Score -6528442 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6528657.500000 Penalty: 5381.396484
	Iteration 14Q: 3 clusters Score -6528658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -6528789.500000 Penalty: 5381.396484
	Iteration 15Q: 3 clusters Score -6528790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6528872.500000 Penalty: 5381.396484
	Iteration 16Q: 3 clusters Score -6528872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -6528906.000000 Penalty: 5381.396484
	Iteration 17Q: 3 clusters Score -6528906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6528936.000000 Penalty: 5381.396484
	Iteration 18Q: 3 clusters Score -6528936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6528953.000000 Penalty: 5381.396484
	Iteration 19Q: 3 clusters Score -6528953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -6528960.000000 Penalty: 5381.396484
	Iteration 20F: 3 clusters Score -6528960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6528968.500000 Penalty: 5381.396484
	Iteration 21Q: 3 clusters Score -6528968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6528971.500000 Penalty: 5381.396484
	Iteration 22Q: 3 clusters Score -6528972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -6528981.000000 Penalty: 5381.396484
	Iteration 23Q: 3 clusters Score -6528981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6528983.000000 Penalty: 5381.396484
	Iteration 24Q: 3 clusters Score -6528983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6528993.000000 Penalty: 5381.396484
	Iteration 25Q: 3 clusters Score -6528993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6528992.500000 Penalty: 5381.396484
	Iteration 26Q: 3 clusters Score -6528992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6528994.500000 Penalty: 5381.396484
	Iteration 27Q: 3 clusters Score -6528994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6528997.000000 Penalty: 5381.396484
	Iteration 28Q: 3 clusters Score -6528997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6528997.000000 Penalty: 5381.396484
	Iteration 29F: 3 clusters Score -6528997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Entering Unmasked Estep 
Score: -1621802.750000 Penalty: 2346.564941
	Iteration 0F: 2 clusters Score -1621803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1612420.750000 Penalty: 4693.129883
	Iteration 0F: 3 clusters Score -1612421 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1615428.250000 Penalty: 4693.129883
	Iteration 1F: 3 clusters Score -1615428 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1615969.375000 Penalty: 4693.129883
	Iteration 2F: 3 clusters Score -1615969 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1616618.125000 Penalty: 4693.129883
	Iteration 3F: 3 clusters Score -1616618 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1617290.250000 Penalty: 4693.129883
	Iteration 4F: 3 clusters Score -1617290 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1617918.875000 Penalty: 4693.129883
	Iteration 5F: 3 clusters Score -1617919 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1618526.875000 Penalty: 4693.129883
	Iteration 6F: 3 clusters Score -1618527 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1619105.250000 Penalty: 4693.129883
	Iteration 7F: 3 clusters Score -1619105 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1619652.000000 Penalty: 4693.129883
	Iteration 8Q: 3 clusters Score -1619652 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1620073.375000 Penalty: 4693.129883
	Iteration 9Q: 3 clusters Score -1620073 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1620379.625000 Penalty: 4693.129883
	Iteration 10Q: 3 clusters Score -1620380 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1620621.125000 Penalty: 4693.129883
	Iteration 11Q: 3 clusters Score -1620621 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1620815.500000 Penalty: 4693.129883
	Iteration 12Q: 3 clusters Score -1620816 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1620944.750000 Penalty: 4693.129883
	Iteration 13Q: 3 clusters Score -1620945 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1621010.125000 Penalty: 4693.129883
	Iteration 14Q: 3 clusters Score -1621010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1621052.375000 Penalty: 4693.129883
	Iteration 15Q: 3 clusters Score -1621052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1621075.250000 Penalty: 4693.129883
	Iteration 16Q: 3 clusters Score -1621075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1621080.250000 Penalty: 4693.129883
	Iteration 17Q: 3 clusters Score -1621080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1621092.875000 Penalty: 4693.129883
	Iteration 18Q: 3 clusters Score -1621093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1621100.125000 Penalty: 4693.129883
	Iteration 19Q: 3 clusters Score -1621100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1621105.125000 Penalty: 4693.129883
	Iteration 20F: 3 clusters Score -1621105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1621105.375000 Penalty: 4693.129883
	Iteration 21Q: 3 clusters Score -1621105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1621109.375000 Penalty: 4693.129883
	Iteration 22Q: 3 clusters Score -1621109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1621112.875000 Penalty: 4693.129883
	Iteration 23Q: 3 clusters Score -1621113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1621109.000000 Penalty: 4693.129883
	Iteration 24Q: 3 clusters Score -1621109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1621108.250000 Penalty: 4693.129883
	Iteration 25Q: 3 clusters Score -1621108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1621110.375000 Penalty: 4693.129883
	Iteration 26Q: 3 clusters Score -1621110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1621112.750000 Penalty: 4693.129883
	Iteration 27Q: 3 clusters Score -1621113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1621111.125000 Penalty: 4693.129883
	Iteration 28Q: 3 clusters Score -1621111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1621111.750000 Penalty: 4693.129883
	Iteration 29Q: 3 clusters Score -1621112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1621111.500000 Penalty: 4693.129883
	Iteration 30Q: 3 clusters Score -1621112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1621111.500000 Penalty: 4693.129883
	Iteration 31F: 3 clusters Score -1621112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -138102.171875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -138102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136041.140625 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -136041.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136386.640625 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -136386.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136508.015625 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -136508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -136606.562500 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -136606.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136671.703125 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -136671.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -136709.781250 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -136709.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136735.031250 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -136735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136763.796875 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -136763.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136843.359375 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -136843.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136944.906250 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -136944.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137019.234375 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -137019.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137082.906250 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -137082.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137158.031250 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -137158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137280.078125 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -137280.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137382.187500 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -137382.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -137466.437500 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -137466.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137550.000000 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -137550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137615.140625 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -137615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137662.781250 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -137662.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137715.171875 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -137715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137782.828125 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -137782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137879.562500 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -137879.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137948.062500 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -137948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137997.453125 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -137997.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138074.656250 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -138074.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -138177.500000 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -138177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138247.781250 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -138247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138256.046875 Penalty: 3512.110352
	Iteration 27Q: 3 clusters Score -138256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138258.234375 Penalty: 3512.110352
	Iteration 28Q: 3 clusters Score -138258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138264.171875 Penalty: 3512.110352
	Iteration 29Q: 3 clusters Score -138264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138265.500000 Penalty: 3512.110352
	Iteration 30Q: 3 clusters Score -138265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138270.875000 Penalty: 3512.110352
	Iteration 31F: 3 clusters Score -138270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138286.968750 Penalty: 3512.110352
	Iteration 32Q: 3 clusters Score -138287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138286.968750 Penalty: 3512.110352
	Iteration 33F: 3 clusters Score -138287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 1438 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Mstep: Class 47 contains 20631 members 
Mstep: Class 48 contains 1257 members 
Mstep: Class 49 contains 625 members 
Entering Unmasked Estep 
Score: -142000496.000000 Penalty: 169800.968750
Splitting cluster 30 changes total score from -142002624.000000 to -142000496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10952.873047 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10952.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11101.209961 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11101.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11144.392578 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11144.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11151.245117 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11151.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11151.245117 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -11151.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -413631.843750 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -413631.8 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 1736 members 
Entering Unmasked Estep 
Score: -410118.875000 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -410118.9 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -410905.906250 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -410905.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411123.281250 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -411123.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -411260.781250 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -411260.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -411352.875000 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -411352.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -411415.250000 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -411415.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -411471.718750 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -411471.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -411508.875000 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -411508.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -411538.968750 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -411539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411564.812500 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -411564.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -411584.656250 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -411584.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -411606.875000 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -411606.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411624.812500 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -411624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -411644.875000 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -411644.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -411656.250000 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -411656.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -411672.468750 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -411672.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -411688.468750 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -411688.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -411710.656250 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -411710.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -411735.500000 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -411735.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -411758.031250 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -411758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411781.281250 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -411781.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -411804.343750 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -411804.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -411828.156250 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -411828.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -411856.812500 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -411856.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -411892.593750 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -411892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -411934.187500 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -411934.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411979.125000 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -411979.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -412013.218750 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -412013.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -412045.687500 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -412045.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -412067.593750 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -412067.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -412079.250000 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -412079.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -412092.437500 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -412092.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -412107.968750 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -412108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -412121.687500 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -412121.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -412132.125000 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -412132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -412145.281250 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -412145.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -412156.000000 Penalty: 4041.916016
	Iteration 36Q: 3 clusters Score -412156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -412165.093750 Penalty: 4041.916016
	Iteration 37Q: 3 clusters Score -412165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -412173.468750 Penalty: 4041.916016
	Iteration 38Q: 3 clusters Score -412173.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -412185.218750 Penalty: 4041.916016
	Iteration 39Q: 3 clusters Score -412185.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -412194.281250 Penalty: 4041.916016
	Iteration 40F: 3 clusters Score -412194.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -412200.656250 Penalty: 4041.916016
	Iteration 41Q: 3 clusters Score -412200.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -412208.562500 Penalty: 4041.916016
	Iteration 42Q: 3 clusters Score -412208.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -412214.937500 Penalty: 4041.916016
	Iteration 43Q: 3 clusters Score -412214.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -412221.437500 Penalty: 4041.916016
	Iteration 44Q: 3 clusters Score -412221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -412226.781250 Penalty: 4041.916016
	Iteration 45Q: 3 clusters Score -412226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -412231.031250 Penalty: 4041.916016
	Iteration 46Q: 3 clusters Score -412231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -412233.281250 Penalty: 4041.916016
	Iteration 47Q: 3 clusters Score -412233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -412235.593750 Penalty: 4041.916016
	Iteration 48Q: 3 clusters Score -412235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -412235.968750 Penalty: 4041.916016
	Iteration 49Q: 3 clusters Score -412236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -412237.937500 Penalty: 4041.916016
	Iteration 50Q: 3 clusters Score -412237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -412238.750000 Penalty: 4041.916016
	Iteration 51Q: 3 clusters Score -412238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -412238.968750 Penalty: 4041.916016
	Iteration 52Q: 3 clusters Score -412239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -412239.468750 Penalty: 4041.916016
	Iteration 53Q: 3 clusters Score -412239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -412239.062500 Penalty: 4041.916016
	Iteration 54Q: 3 clusters Score -412239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -412239.062500 Penalty: 4041.916016
	Iteration 55F: 3 clusters Score -412239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -266944.500000 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -266944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -264223.937500 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -264223.9 nChanged 677
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: -264700.531250 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -264700.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -264813.875000 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -264813.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264891.375000 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -264891.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264936.875000 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -264936.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264963.593750 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -264963.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264977.125000 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -264977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264986.562500 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -264986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264991.625000 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -264991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264996.625000 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -264996.6 nChanged 10
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: -265001.625000 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -265001.6 nChanged 6
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: -265005.000000 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -265005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265006.750000 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -265006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265010.312500 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -265010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265012.750000 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -265012.8 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: -265016.343750 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -265016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265016.906250 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -265016.9 nChanged 1
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: -265017.343750 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -265017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265018.031250 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -265018 nChanged 1
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: -265018.500000 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -265018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265021.000000 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -265021 nChanged 1
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: -265021.125000 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -265021.1 nChanged 0
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: -265021.125000 Penalty: 3799.884033
	Iteration 22F: 3 clusters Score -265021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Entering Unmasked Estep 
Score: -3468509.250000 Penalty: 2539.004639
	Iteration 0F: 2 clusters Score -3468509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3449348.500000 Penalty: 5078.009277
	Iteration 0F: 3 clusters Score -3449348 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3456137.500000 Penalty: 5078.009277
	Iteration 1F: 3 clusters Score -3456138 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3456634.500000 Penalty: 5078.009277
	Iteration 2Q: 3 clusters Score -3456634 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3457111.250000 Penalty: 5078.009277
	Iteration 3Q: 3 clusters Score -3457111 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3457709.250000 Penalty: 5078.009277
	Iteration 4Q: 3 clusters Score -3457709 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3458465.500000 Penalty: 5078.009277
	Iteration 5F: 3 clusters Score -3458466 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3459536.750000 Penalty: 5078.009277
	Iteration 6F: 3 clusters Score -3459537 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3461008.000000 Penalty: 5078.009277
	Iteration 7F: 3 clusters Score -3461008 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3462618.750000 Penalty: 5078.009277
	Iteration 8F: 3 clusters Score -3462619 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3463971.750000 Penalty: 5078.009277
	Iteration 9F: 3 clusters Score -3463972 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3464974.000000 Penalty: 5078.009277
	Iteration 10Q: 3 clusters Score -3464974 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3465605.000000 Penalty: 5078.009277
	Iteration 11Q: 3 clusters Score -3465605 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3465960.750000 Penalty: 5078.009277
	Iteration 12Q: 3 clusters Score -3465961 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3466124.750000 Penalty: 5078.009277
	Iteration 13Q: 3 clusters Score -3466125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3466206.500000 Penalty: 5078.009277
	Iteration 14Q: 3 clusters Score -3466206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3466259.000000 Penalty: 5078.009277
	Iteration 15Q: 3 clusters Score -3466259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3466291.500000 Penalty: 5078.009277
	Iteration 16Q: 3 clusters Score -3466292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3466319.250000 Penalty: 5078.009277
	Iteration 17Q: 3 clusters Score -3466319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3466344.500000 Penalty: 5078.009277
	Iteration 18Q: 3 clusters Score -3466344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3466367.750000 Penalty: 5078.009277
	Iteration 19Q: 3 clusters Score -3466368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3466386.250000 Penalty: 5078.009277
	Iteration 20F: 3 clusters Score -3466386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3466390.500000 Penalty: 5078.009277
	Iteration 21Q: 3 clusters Score -3466390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3466398.750000 Penalty: 5078.009277
	Iteration 22Q: 3 clusters Score -3466399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3466397.250000 Penalty: 5078.009277
	Iteration 23Q: 3 clusters Score -3466397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3466401.000000 Penalty: 5078.009277
	Iteration 24Q: 3 clusters Score -3466401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3466400.750000 Penalty: 5078.009277
	Iteration 25Q: 3 clusters Score -3466401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3466405.500000 Penalty: 5078.009277
	Iteration 26Q: 3 clusters Score -3466406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3466404.250000 Penalty: 5078.009277
	Iteration 27Q: 3 clusters Score -3466404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3466404.250000 Penalty: 5078.009277
	Iteration 28F: 3 clusters Score -3466404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -793626.625000 Penalty: 2175.107422
	Iteration 0F: 2 clusters Score -793626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -788224.687500 Penalty: 4350.214844
	Iteration 0F: 3 clusters Score -788224.7 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -789640.562500 Penalty: 4350.214844
	Iteration 1F: 3 clusters Score -789640.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -789861.562500 Penalty: 4350.214844
	Iteration 2F: 3 clusters Score -789861.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -789995.750000 Penalty: 4350.214844
	Iteration 3Q: 3 clusters Score -789995.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -790075.187500 Penalty: 4350.214844
	Iteration 4Q: 3 clusters Score -790075.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -790134.875000 Penalty: 4350.214844
	Iteration 5Q: 3 clusters Score -790134.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -790185.125000 Penalty: 4350.214844
	Iteration 6Q: 3 clusters Score -790185.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -790220.312500 Penalty: 4350.214844
	Iteration 7Q: 3 clusters Score -790220.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -790248.750000 Penalty: 4350.214844
	Iteration 8Q: 3 clusters Score -790248.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -790282.437500 Penalty: 4350.214844
	Iteration 9Q: 3 clusters Score -790282.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -790310.937500 Penalty: 4350.214844
	Iteration 10Q: 3 clusters Score -790310.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -790334.750000 Penalty: 4350.214844
	Iteration 11Q: 3 clusters Score -790334.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -790347.875000 Penalty: 4350.214844
	Iteration 12Q: 3 clusters Score -790347.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -790364.375000 Penalty: 4350.214844
	Iteration 13Q: 3 clusters Score -790364.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -790380.125000 Penalty: 4350.214844
	Iteration 14Q: 3 clusters Score -790380.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -790396.687500 Penalty: 4350.214844
	Iteration 15Q: 3 clusters Score -790396.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -790407.250000 Penalty: 4350.214844
	Iteration 16Q: 3 clusters Score -790407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -790415.250000 Penalty: 4350.214844
	Iteration 17Q: 3 clusters Score -790415.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -790423.250000 Penalty: 4350.214844
	Iteration 18Q: 3 clusters Score -790423.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -790429.062500 Penalty: 4350.214844
	Iteration 19Q: 3 clusters Score -790429.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -790435.375000 Penalty: 4350.214844
	Iteration 20F: 3 clusters Score -790435.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -790441.125000 Penalty: 4350.214844
	Iteration 21Q: 3 clusters Score -790441.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -790451.125000 Penalty: 4350.214844
	Iteration 22Q: 3 clusters Score -790451.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -790457.875000 Penalty: 4350.214844
	Iteration 23Q: 3 clusters Score -790457.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -790463.500000 Penalty: 4350.214844
	Iteration 24Q: 3 clusters Score -790463.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -790468.125000 Penalty: 4350.214844
	Iteration 25Q: 3 clusters Score -790468.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -790473.500000 Penalty: 4350.214844
	Iteration 26Q: 3 clusters Score -790473.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -790480.000000 Penalty: 4350.214844
	Iteration 27Q: 3 clusters Score -790480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -790484.312500 Penalty: 4350.214844
	Iteration 28Q: 3 clusters Score -790484.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -790493.125000 Penalty: 4350.214844
	Iteration 29Q: 3 clusters Score -790493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -790502.437500 Penalty: 4350.214844
	Iteration 30Q: 3 clusters Score -790502.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -790516.187500 Penalty: 4350.214844
	Iteration 31Q: 3 clusters Score -790516.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -790528.000000 Penalty: 4350.214844
	Iteration 32Q: 3 clusters Score -790528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -790534.500000 Penalty: 4350.214844
	Iteration 33Q: 3 clusters Score -790534.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -790542.312500 Penalty: 4350.214844
	Iteration 34Q: 3 clusters Score -790542.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -790550.250000 Penalty: 4350.214844
	Iteration 35Q: 3 clusters Score -790550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -790559.937500 Penalty: 4350.214844
	Iteration 36Q: 3 clusters Score -790559.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -790571.750000 Penalty: 4350.214844
	Iteration 37Q: 3 clusters Score -790571.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -790586.187500 Penalty: 4350.214844
	Iteration 38Q: 3 clusters Score -790586.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -790600.500000 Penalty: 4350.214844
	Iteration 39Q: 3 clusters Score -790600.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -790616.250000 Penalty: 4350.214844
	Iteration 40F: 3 clusters Score -790616.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -790629.500000 Penalty: 4350.214844
	Iteration 41Q: 3 clusters Score -790629.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -790643.812500 Penalty: 4350.214844
	Iteration 42Q: 3 clusters Score -790643.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -790660.187500 Penalty: 4350.214844
	Iteration 43Q: 3 clusters Score -790660.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -790680.875000 Penalty: 4350.214844
	Iteration 44Q: 3 clusters Score -790680.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -790704.375000 Penalty: 4350.214844
	Iteration 45Q: 3 clusters Score -790704.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -790731.750000 Penalty: 4350.214844
	Iteration 46Q: 3 clusters Score -790731.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -790759.312500 Penalty: 4350.214844
	Iteration 47Q: 3 clusters Score -790759.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -790783.687500 Penalty: 4350.214844
	Iteration 48Q: 3 clusters Score -790783.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -790810.625000 Penalty: 4350.214844
	Iteration 49Q: 3 clusters Score -790810.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -790841.500000 Penalty: 4350.214844
	Iteration 50Q: 3 clusters Score -790841.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -790875.187500 Penalty: 4350.214844
	Iteration 51Q: 3 clusters Score -790875.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -790902.812500 Penalty: 4350.214844
	Iteration 52Q: 3 clusters Score -790902.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -790932.687500 Penalty: 4350.214844
	Iteration 53Q: 3 clusters Score -790932.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -790966.000000 Penalty: 4350.214844
	Iteration 54Q: 3 clusters Score -790966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -790992.187500 Penalty: 4350.214844
	Iteration 55Q: 3 clusters Score -790992.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -791021.500000 Penalty: 4350.214844
	Iteration 56Q: 3 clusters Score -791021.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -791056.250000 Penalty: 4350.214844
	Iteration 57Q: 3 clusters Score -791056.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -791087.687500 Penalty: 4350.214844
	Iteration 58Q: 3 clusters Score -791087.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -791117.687500 Penalty: 4350.214844
	Iteration 59Q: 3 clusters Score -791117.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -791155.625000 Penalty: 4350.214844
	Iteration 60F: 3 clusters Score -791155.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -791190.937500 Penalty: 4350.214844
	Iteration 61Q: 3 clusters Score -791190.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -791220.750000 Penalty: 4350.214844
	Iteration 62Q: 3 clusters Score -791220.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -791252.312500 Penalty: 4350.214844
	Iteration 63Q: 3 clusters Score -791252.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -791290.187500 Penalty: 4350.214844
	Iteration 64Q: 3 clusters Score -791290.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -791343.125000 Penalty: 4350.214844
	Iteration 65Q: 3 clusters Score -791343.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -791390.187500 Penalty: 4350.214844
	Iteration 66Q: 3 clusters Score -791390.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -791438.687500 Penalty: 4350.214844
	Iteration 67Q: 3 clusters Score -791438.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -791484.125000 Penalty: 4350.214844
	Iteration 68Q: 3 clusters Score -791484.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -791541.625000 Penalty: 4350.214844
	Iteration 69Q: 3 clusters Score -791541.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -791613.187500 Penalty: 4350.214844
	Iteration 70Q: 3 clusters Score -791613.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -791692.312500 Penalty: 4350.214844
	Iteration 71Q: 3 clusters Score -791692.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -791764.187500 Penalty: 4350.214844
	Iteration 72Q: 3 clusters Score -791764.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -791826.125000 Penalty: 4350.214844
	Iteration 73Q: 3 clusters Score -791826.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -791859.875000 Penalty: 4350.214844
	Iteration 74Q: 3 clusters Score -791859.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -791886.187500 Penalty: 4350.214844
	Iteration 75Q: 3 clusters Score -791886.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -791904.062500 Penalty: 4350.214844
	Iteration 76Q: 3 clusters Score -791904.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -791916.562500 Penalty: 4350.214844
	Iteration 77Q: 3 clusters Score -791916.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -791929.750000 Penalty: 4350.214844
	Iteration 78Q: 3 clusters Score -791929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -791935.000000 Penalty: 4350.214844
	Iteration 79Q: 3 clusters Score -791935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -791939.812500 Penalty: 4350.214844
	Iteration 80F: 3 clusters Score -791939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -791944.750000 Penalty: 4350.214844
	Iteration 81Q: 3 clusters Score -791944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -791949.250000 Penalty: 4350.214844
	Iteration 82Q: 3 clusters Score -791949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -791949.312500 Penalty: 4350.214844
	Iteration 83Q: 3 clusters Score -791949.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -791949.750000 Penalty: 4350.214844
	Iteration 84Q: 3 clusters Score -791949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -791950.375000 Penalty: 4350.214844
	Iteration 85Q: 3 clusters Score -791950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -791951.812500 Penalty: 4350.214844
	Iteration 86Q: 3 clusters Score -791951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -791952.750000 Penalty: 4350.214844
	Iteration 87Q: 3 clusters Score -791952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -791953.125000 Penalty: 4350.214844
	Iteration 88Q: 3 clusters Score -791953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -791952.687500 Penalty: 4350.214844
	Iteration 89Q: 3 clusters Score -791952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -791952.875000 Penalty: 4350.214844
	Iteration 90Q: 3 clusters Score -791952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -791953.500000 Penalty: 4350.214844
	Iteration 91Q: 3 clusters Score -791953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -791953.125000 Penalty: 4350.214844
	Iteration 92Q: 3 clusters Score -791953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -791953.750000 Penalty: 4350.214844
	Iteration 93Q: 3 clusters Score -791953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -791953.750000 Penalty: 4350.214844
	Iteration 94F: 3 clusters Score -791953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (48553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Entering Unmasked Estep 
Score: -5990063.000000 Penalty: 2676.021973
	Iteration 0F: 2 clusters Score -5990063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -5957158.500000 Penalty: 5352.043945
	Iteration 0F: 3 clusters Score -5957158 nChanged 22416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5969616.000000 Penalty: 5352.043945
	Iteration 1F: 3 clusters Score -5969616 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5970192.000000 Penalty: 5352.043945
	Iteration 2Q: 3 clusters Score -5970192 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -5970867.000000 Penalty: 5352.043945
	Iteration 3Q: 3 clusters Score -5970867 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5971684.500000 Penalty: 5352.043945
	Iteration 4Q: 3 clusters Score -5971684 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5972908.500000 Penalty: 5352.043945
	Iteration 5F: 3 clusters Score -5972908 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -5974699.000000 Penalty: 5352.043945
	Iteration 6F: 3 clusters Score -5974699 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5977413.000000 Penalty: 5352.043945
	Iteration 7F: 3 clusters Score -5977413 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5980873.000000 Penalty: 5352.043945
	Iteration 8F: 3 clusters Score -5980873 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5984091.500000 Penalty: 5352.043945
	Iteration 9F: 3 clusters Score -5984092 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -5986171.000000 Penalty: 5352.043945
	Iteration 10Q: 3 clusters Score -5986171 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5987086.000000 Penalty: 5352.043945
	Iteration 11Q: 3 clusters Score -5987086 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -5987451.000000 Penalty: 5352.043945
	Iteration 12Q: 3 clusters Score -5987451 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5987596.500000 Penalty: 5352.043945
	Iteration 13Q: 3 clusters Score -5987596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -5987673.500000 Penalty: 5352.043945
	Iteration 14Q: 3 clusters Score -5987674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -5987739.000000 Penalty: 5352.043945
	Iteration 15Q: 3 clusters Score -5987739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -5987772.000000 Penalty: 5352.043945
	Iteration 16Q: 3 clusters Score -5987772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5987798.500000 Penalty: 5352.043945
	Iteration 17Q: 3 clusters Score -5987798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -5987808.500000 Penalty: 5352.043945
	Iteration 18Q: 3 clusters Score -5987808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -5987832.000000 Penalty: 5352.043945
	Iteration 19Q: 3 clusters Score -5987832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5987839.500000 Penalty: 5352.043945
	Iteration 20F: 3 clusters Score -5987840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -5987851.000000 Penalty: 5352.043945
	Iteration 21Q: 3 clusters Score -5987851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5987848.500000 Penalty: 5352.043945
	Iteration 22Q: 3 clusters Score -5987848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -5987854.500000 Penalty: 5352.043945
	Iteration 23Q: 3 clusters Score -5987854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -5987860.000000 Penalty: 5352.043945
	Iteration 24Q: 3 clusters Score -5987860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -5987862.500000 Penalty: 5352.043945
	Iteration 25Q: 3 clusters Score -5987862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5987863.500000 Penalty: 5352.043945
	Iteration 26Q: 3 clusters Score -5987864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5987863.500000 Penalty: 5352.043945
	Iteration 27F: 3 clusters Score -5987864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (114499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Entering Unmasked Estep 
Score: -14346616.000000 Penalty: 2888.783691
	Iteration 0F: 2 clusters Score -1.434662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -14270060.000000 Penalty: 5777.567383
	Iteration 0F: 3 clusters Score -1.427006e+07 nChanged 54473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -14301703.000000 Penalty: 5777.567383
	Iteration 1F: 3 clusters Score -1.43017e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -14302801.000000 Penalty: 5777.567383
	Iteration 2Q: 3 clusters Score -1.43028e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -14304284.000000 Penalty: 5777.567383
	Iteration 3Q: 3 clusters Score -1.430428e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -14306276.000000 Penalty: 5777.567383
	Iteration 4Q: 3 clusters Score -1.430628e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -14308776.000000 Penalty: 5777.567383
	Iteration 5Q: 3 clusters Score -1.430878e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -14312017.000000 Penalty: 5777.567383
	Iteration 6F: 3 clusters Score -1.431202e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -14315676.000000 Penalty: 5777.567383
	Iteration 7F: 3 clusters Score -1.431568e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -14319147.000000 Penalty: 5777.567383
	Iteration 8F: 3 clusters Score -1.431915e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -14321952.000000 Penalty: 5777.567383
	Iteration 9F: 3 clusters Score -1.432195e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -14324278.000000 Penalty: 5777.567383
	Iteration 10Q: 3 clusters Score -1.432428e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -14326000.000000 Penalty: 5777.567383
	Iteration 11Q: 3 clusters Score -1.4326e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -14327339.000000 Penalty: 5777.567383
	Iteration 12Q: 3 clusters Score -1.432734e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -14328361.000000 Penalty: 5777.567383
	Iteration 13Q: 3 clusters Score -1.432836e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -14329050.000000 Penalty: 5777.567383
	Iteration 14Q: 3 clusters Score -1.432905e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -14329557.000000 Penalty: 5777.567383
	Iteration 15Q: 3 clusters Score -1.432956e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -14330049.000000 Penalty: 5777.567383
	Iteration 16Q: 3 clusters Score -1.433005e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -14330463.000000 Penalty: 5777.567383
	Iteration 17Q: 3 clusters Score -1.433046e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -14330838.000000 Penalty: 5777.567383
	Iteration 18Q: 3 clusters Score -1.433084e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -14331203.000000 Penalty: 5777.567383
	Iteration 19Q: 3 clusters Score -1.43312e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -14331682.000000 Penalty: 5777.567383
	Iteration 20F: 3 clusters Score -1.433168e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -14332171.000000 Penalty: 5777.567383
	Iteration 21Q: 3 clusters Score -1.433217e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -14332687.000000 Penalty: 5777.567383
	Iteration 22Q: 3 clusters Score -1.433269e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -14333256.000000 Penalty: 5777.567383
	Iteration 23Q: 3 clusters Score -1.433326e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -14333826.000000 Penalty: 5777.567383
	Iteration 24Q: 3 clusters Score -1.433383e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -14334460.000000 Penalty: 5777.567383
	Iteration 25Q: 3 clusters Score -1.433446e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -14335160.000000 Penalty: 5777.567383
	Iteration 26Q: 3 clusters Score -1.433516e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -14335887.000000 Penalty: 5777.567383
	Iteration 27Q: 3 clusters Score -1.433589e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -14336845.000000 Penalty: 5777.567383
	Iteration 28Q: 3 clusters Score -1.433684e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -14337807.000000 Penalty: 5777.567383
	Iteration 29Q: 3 clusters Score -1.433781e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -14338684.000000 Penalty: 5777.567383
	Iteration 30Q: 3 clusters Score -1.433868e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -14339568.000000 Penalty: 5777.567383
	Iteration 31Q: 3 clusters Score -1.433957e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14340449.000000 Penalty: 5777.567383
	Iteration 32Q: 3 clusters Score -1.434045e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -14341244.000000 Penalty: 5777.567383
	Iteration 33Q: 3 clusters Score -1.434124e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -14341974.000000 Penalty: 5777.567383
	Iteration 34Q: 3 clusters Score -1.434197e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 109440 members 
Entering Unmasked Estep 
Score: -14342689.000000 Penalty: 5777.567383
	Iteration 35Q: 3 clusters Score -1.434269e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -14343206.000000 Penalty: 5777.567383
	Iteration 36Q: 3 clusters Score -1.434321e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -14343596.000000 Penalty: 5777.567383
	Iteration 37Q: 3 clusters Score -1.43436e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -14343831.000000 Penalty: 5777.567383
	Iteration 38Q: 3 clusters Score -1.434383e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -14343987.000000 Penalty: 5777.567383
	Iteration 39Q: 3 clusters Score -1.434399e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -14344115.000000 Penalty: 5777.567383
	Iteration 40F: 3 clusters Score -1.434412e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -14344196.000000 Penalty: 5777.567383
	Iteration 41Q: 3 clusters Score -1.43442e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 112003 members 
Entering Unmasked Estep 
Score: -14344256.000000 Penalty: 5777.567383
	Iteration 42Q: 3 clusters Score -1.434426e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -14344288.000000 Penalty: 5777.567383
	Iteration 43Q: 3 clusters Score -1.434429e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -14344324.000000 Penalty: 5777.567383
	Iteration 44Q: 3 clusters Score -1.434432e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -14344346.000000 Penalty: 5777.567383
	Iteration 45Q: 3 clusters Score -1.434435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -14344347.000000 Penalty: 5777.567383
	Iteration 46Q: 3 clusters Score -1.434435e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 112282 members 
Entering Unmasked Estep 
Score: -14344354.000000 Penalty: 5777.567383
	Iteration 47Q: 3 clusters Score -1.434435e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -14344369.000000 Penalty: 5777.567383
	Iteration 48Q: 3 clusters Score -1.434437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -14344380.000000 Penalty: 5777.567383
	Iteration 49Q: 3 clusters Score -1.434438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -14344366.000000 Penalty: 5777.567383
	Iteration 50Q: 3 clusters Score -1.434437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -14344346.000000 Penalty: 5777.567383
	Iteration 51Q: 3 clusters Score -1.434435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -14344356.000000 Penalty: 5777.567383
	Iteration 52Q: 3 clusters Score -1.434436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 112435 members 
Entering Unmasked Estep 
Score: -14344359.000000 Penalty: 5777.567383
	Iteration 53Q: 3 clusters Score -1.434436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -14344382.000000 Penalty: 5777.567383
	Iteration 54Q: 3 clusters Score -1.434438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -14344397.000000 Penalty: 5777.567383
	Iteration 55Q: 3 clusters Score -1.43444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -14344393.000000 Penalty: 5777.567383
	Iteration 56Q: 3 clusters Score -1.434439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -14344400.000000 Penalty: 5777.567383
	Iteration 57Q: 3 clusters Score -1.43444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -14344397.000000 Penalty: 5777.567383
	Iteration 58Q: 3 clusters Score -1.43444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -14344403.000000 Penalty: 5777.567383
	Iteration 59Q: 3 clusters Score -1.43444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -14344418.000000 Penalty: 5777.567383
	Iteration 60F: 3 clusters Score -1.434442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -14344415.000000 Penalty: 5777.567383
	Iteration 61Q: 3 clusters Score -1.434442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -14344411.000000 Penalty: 5777.567383
	Iteration 62Q: 3 clusters Score -1.434441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -14344422.000000 Penalty: 5777.567383
	Iteration 63Q: 3 clusters Score -1.434442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -14344415.000000 Penalty: 5777.567383
	Iteration 64Q: 3 clusters Score -1.434442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -14344418.000000 Penalty: 5777.567383
	Iteration 65Q: 3 clusters Score -1.434442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -14344419.000000 Penalty: 5777.567383
	Iteration 66Q: 3 clusters Score -1.434442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 112574 members 
Entering Unmasked Estep 
Score: -14344417.000000 Penalty: 5777.567383
	Iteration 67Q: 3 clusters Score -1.434442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -14344431.000000 Penalty: 5777.567383
	Iteration 68Q: 3 clusters Score -1.434443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -14344423.000000 Penalty: 5777.567383
	Iteration 69Q: 3 clusters Score -1.434442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -14344415.000000 Penalty: 5777.567383
	Iteration 70Q: 3 clusters Score -1.434442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 112599 members 
Entering Unmasked Estep 
Score: -14344409.000000 Penalty: 5777.567383
	Iteration 71Q: 3 clusters Score -1.434441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -14344413.000000 Penalty: 5777.567383
	Iteration 72Q: 3 clusters Score -1.434441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -14344431.000000 Penalty: 5777.567383
	Iteration 73Q: 3 clusters Score -1.434443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -14344435.000000 Penalty: 5777.567383
	Iteration 74Q: 3 clusters Score -1.434444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 112599 members 
Entering Unmasked Estep 
Score: -14344436.000000 Penalty: 5777.567383
	Iteration 75Q: 3 clusters Score -1.434444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 112599 members 
Entering Unmasked Estep 
Score: -14344428.000000 Penalty: 5777.567383
	Iteration 76Q: 3 clusters Score -1.434443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -14344428.000000 Penalty: 5777.567383
	Iteration 77Q: 3 clusters Score -1.434443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -14344412.000000 Penalty: 5777.567383
	Iteration 78Q: 3 clusters Score -1.434441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -14344416.000000 Penalty: 5777.567383
	Iteration 79Q: 3 clusters Score -1.434442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -14344419.000000 Penalty: 5777.567383
	Iteration 80F: 3 clusters Score -1.434442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -14344412.000000 Penalty: 5777.567383
	Iteration 81Q: 3 clusters Score -1.434441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -14344425.000000 Penalty: 5777.567383
	Iteration 82Q: 3 clusters Score -1.434442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -14344416.000000 Penalty: 5777.567383
	Iteration 83Q: 3 clusters Score -1.434442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -14344413.000000 Penalty: 5777.567383
	Iteration 84Q: 3 clusters Score -1.434441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -14344415.000000 Penalty: 5777.567383
	Iteration 85Q: 3 clusters Score -1.434442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -14344419.000000 Penalty: 5777.567383
	Iteration 86Q: 3 clusters Score -1.434442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -14344432.000000 Penalty: 5777.567383
	Iteration 87Q: 3 clusters Score -1.434443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -14344432.000000 Penalty: 5777.567383
	Iteration 88Q: 3 clusters Score -1.434443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -14344423.000000 Penalty: 5777.567383
	Iteration 89Q: 3 clusters Score -1.434442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -14344419.000000 Penalty: 5777.567383
	Iteration 90Q: 3 clusters Score -1.434442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -14344419.000000 Penalty: 5777.567383
	Iteration 91F: 3 clusters Score -1.434442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134834.875000 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134834.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135444.734375 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135444.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135676.875000 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135676.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135820.640625 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -135820.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135896.796875 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -135896.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135938.953125 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -135939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135964.500000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -135964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135990.421875 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -135990.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136020.531250 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136048.328125 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136048.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136072.812500 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136094.390625 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136115.953125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136127.046875 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136132.140625 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136137.796875 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136148.890625 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -136148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136159.937500 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -136159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136167.281250 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -136167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136174.093750 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -136174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136175.015625 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -136175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136175.281250 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -136175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136176.156250 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -136176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136176.812500 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -136176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136176.812500 Penalty: 3516.678223
	Iteration 24F: 3 clusters Score -136176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -48430.753906 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -48430.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46981.656250 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -46981.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47143.929688 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -47143.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47178.656250 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -47178.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47198.371094 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -47198.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47204.195312 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -47204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47212.917969 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -47212.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47220.703125 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -47220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47228.957031 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -47228.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47234.589844 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -47234.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47239.648438 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -47239.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47246.363281 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -47246.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47250.480469 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -47250.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47270.289062 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -47270.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47281.402344 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -47281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47282.574219 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -47282.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47282.574219 Penalty: 3008.789795
	Iteration 15F: 3 clusters Score -47282.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -895866.625000 Penalty: 2231.231201
	Iteration 0F: 2 clusters Score -895866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -889466.437500 Penalty: 4462.462402
	Iteration 0F: 3 clusters Score -889466.4 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -891372.625000 Penalty: 4462.462402
	Iteration 1F: 3 clusters Score -891372.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -891788.625000 Penalty: 4462.462402
	Iteration 2F: 3 clusters Score -891788.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -892114.875000 Penalty: 4462.462402
	Iteration 3F: 3 clusters Score -892114.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -892395.312500 Penalty: 4462.462402
	Iteration 4F: 3 clusters Score -892395.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -892640.562500 Penalty: 4462.462402
	Iteration 5Q: 3 clusters Score -892640.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -892845.875000 Penalty: 4462.462402
	Iteration 6Q: 3 clusters Score -892845.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -893018.500000 Penalty: 4462.462402
	Iteration 7Q: 3 clusters Score -893018.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -893160.062500 Penalty: 4462.462402
	Iteration 8Q: 3 clusters Score -893160.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -893286.375000 Penalty: 4462.462402
	Iteration 9Q: 3 clusters Score -893286.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -893400.812500 Penalty: 4462.462402
	Iteration 10Q: 3 clusters Score -893400.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -893508.750000 Penalty: 4462.462402
	Iteration 11Q: 3 clusters Score -893508.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -893618.312500 Penalty: 4462.462402
	Iteration 12Q: 3 clusters Score -893618.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -893736.687500 Penalty: 4462.462402
	Iteration 13Q: 3 clusters Score -893736.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -893873.187500 Penalty: 4462.462402
	Iteration 14Q: 3 clusters Score -893873.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -894019.375000 Penalty: 4462.462402
	Iteration 15Q: 3 clusters Score -894019.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -894189.687500 Penalty: 4462.462402
	Iteration 16Q: 3 clusters Score -894189.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -894356.687500 Penalty: 4462.462402
	Iteration 17Q: 3 clusters Score -894356.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -894522.125000 Penalty: 4462.462402
	Iteration 18Q: 3 clusters Score -894522.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -894648.687500 Penalty: 4462.462402
	Iteration 19Q: 3 clusters Score -894648.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -894759.750000 Penalty: 4462.462402
	Iteration 20F: 3 clusters Score -894759.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -894831.812500 Penalty: 4462.462402
	Iteration 21Q: 3 clusters Score -894831.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -894898.000000 Penalty: 4462.462402
	Iteration 22Q: 3 clusters Score -894898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -894940.437500 Penalty: 4462.462402
	Iteration 23Q: 3 clusters Score -894940.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -894980.937500 Penalty: 4462.462402
	Iteration 24Q: 3 clusters Score -894980.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -895027.875000 Penalty: 4462.462402
	Iteration 25Q: 3 clusters Score -895027.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -895065.562500 Penalty: 4462.462402
	Iteration 26Q: 3 clusters Score -895065.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -895097.312500 Penalty: 4462.462402
	Iteration 27Q: 3 clusters Score -895097.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -895122.312500 Penalty: 4462.462402
	Iteration 28Q: 3 clusters Score -895122.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -895128.187500 Penalty: 4462.462402
	Iteration 29Q: 3 clusters Score -895128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -895133.937500 Penalty: 4462.462402
	Iteration 30Q: 3 clusters Score -895133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -895140.187500 Penalty: 4462.462402
	Iteration 31Q: 3 clusters Score -895140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -895141.437500 Penalty: 4462.462402
	Iteration 32Q: 3 clusters Score -895141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -895142.375000 Penalty: 4462.462402
	Iteration 33Q: 3 clusters Score -895142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -895148.125000 Penalty: 4462.462402
	Iteration 34Q: 3 clusters Score -895148.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -895150.312500 Penalty: 4462.462402
	Iteration 35Q: 3 clusters Score -895150.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -895154.000000 Penalty: 4462.462402
	Iteration 36Q: 3 clusters Score -895154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -895156.187500 Penalty: 4462.462402
	Iteration 37Q: 3 clusters Score -895156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -895160.437500 Penalty: 4462.462402
	Iteration 38Q: 3 clusters Score -895160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -895157.812500 Penalty: 4462.462402
	Iteration 39Q: 3 clusters Score -895157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -895160.250000 Penalty: 4462.462402
	Iteration 40F: 3 clusters Score -895160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -895160.250000 Penalty: 4462.462402
	Iteration 41Q: 3 clusters Score -895160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -895160.250000 Penalty: 4462.462402
	Iteration 42Q: 3 clusters Score -895160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -895162.250000 Penalty: 4462.462402
	Iteration 43Q: 3 clusters Score -895162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -895162.437500 Penalty: 4462.462402
	Iteration 44Q: 3 clusters Score -895162.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -895162.437500 Penalty: 4462.462402
	Iteration 45F: 3 clusters Score -895162.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -392748.593750 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -392748.6 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 1584 members 
Entering Unmasked Estep 
Score: -389412.906250 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -389412.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -390104.968750 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -390105 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -390254.375000 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -390254.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -390351.218750 Penalty: 3993.148682
	Iteration 3Q: 3 clusters Score -390351.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -390415.312500 Penalty: 3993.148682
	Iteration 4Q: 3 clusters Score -390415.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -390458.156250 Penalty: 3993.148682
	Iteration 5Q: 3 clusters Score -390458.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -390491.500000 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -390491.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -390526.406250 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -390526.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -390570.156250 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -390570.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -390613.718750 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -390613.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -390656.781250 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -390656.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -390699.031250 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -390699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -390752.031250 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -390752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -390801.375000 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -390801.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -390853.656250 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -390853.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -390912.312500 Penalty: 3993.148682
	Iteration 15Q: 3 clusters Score -390912.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -390961.468750 Penalty: 3993.148682
	Iteration 16Q: 3 clusters Score -390961.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -391007.281250 Penalty: 3993.148682
	Iteration 17Q: 3 clusters Score -391007.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -391043.281250 Penalty: 3993.148682
	Iteration 18Q: 3 clusters Score -391043.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -391066.718750 Penalty: 3993.148682
	Iteration 19Q: 3 clusters Score -391066.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -391085.875000 Penalty: 3993.148682
	Iteration 20F: 3 clusters Score -391085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -391103.593750 Penalty: 3993.148682
	Iteration 21Q: 3 clusters Score -391103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -391114.781250 Penalty: 3993.148682
	Iteration 22Q: 3 clusters Score -391114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -391125.312500 Penalty: 3993.148682
	Iteration 23Q: 3 clusters Score -391125.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -391138.843750 Penalty: 3993.148682
	Iteration 24Q: 3 clusters Score -391138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -391147.375000 Penalty: 3993.148682
	Iteration 25Q: 3 clusters Score -391147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -391149.375000 Penalty: 3993.148682
	Iteration 26Q: 3 clusters Score -391149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -391152.656250 Penalty: 3993.148682
	Iteration 27Q: 3 clusters Score -391152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -391155.500000 Penalty: 3993.148682
	Iteration 28Q: 3 clusters Score -391155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -391157.812500 Penalty: 3993.148682
	Iteration 29Q: 3 clusters Score -391157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -391158.343750 Penalty: 3993.148682
	Iteration 30Q: 3 clusters Score -391158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -391164.000000 Penalty: 3993.148682
	Iteration 31Q: 3 clusters Score -391164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -391168.843750 Penalty: 3993.148682
	Iteration 32Q: 3 clusters Score -391168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -391172.656250 Penalty: 3993.148682
	Iteration 33Q: 3 clusters Score -391172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -391175.156250 Penalty: 3993.148682
	Iteration 34Q: 3 clusters Score -391175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -391176.812500 Penalty: 3993.148682
	Iteration 35Q: 3 clusters Score -391176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -391178.000000 Penalty: 3993.148682
	Iteration 36Q: 3 clusters Score -391178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -391180.500000 Penalty: 3993.148682
	Iteration 37Q: 3 clusters Score -391180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -391183.312500 Penalty: 3993.148682
	Iteration 38Q: 3 clusters Score -391183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -391191.625000 Penalty: 3993.148682
	Iteration 39Q: 3 clusters Score -391191.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -391198.562500 Penalty: 3993.148682
	Iteration 40F: 3 clusters Score -391198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -391207.093750 Penalty: 3993.148682
	Iteration 41Q: 3 clusters Score -391207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -391221.125000 Penalty: 3993.148682
	Iteration 42Q: 3 clusters Score -391221.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -391232.625000 Penalty: 3993.148682
	Iteration 43Q: 3 clusters Score -391232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -391237.812500 Penalty: 3993.148682
	Iteration 44Q: 3 clusters Score -391237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -391239.250000 Penalty: 3993.148682
	Iteration 45Q: 3 clusters Score -391239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -391241.156250 Penalty: 3993.148682
	Iteration 46Q: 3 clusters Score -391241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -391241.625000 Penalty: 3993.148682
	Iteration 47Q: 3 clusters Score -391241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -391242.406250 Penalty: 3993.148682
	Iteration 48Q: 3 clusters Score -391242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -391242.718750 Penalty: 3993.148682
	Iteration 49Q: 3 clusters Score -391242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -391243.468750 Penalty: 3993.148682
	Iteration 50Q: 3 clusters Score -391243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -391243.468750 Penalty: 3993.148682
	Iteration 51F: 3 clusters Score -391243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75548.296875 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75548.3 nChanged 182
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: -75928.281250 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75928.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76250.054688 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76250.05 nChanged 51
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: -76546.289062 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76546.29 nChanged 58
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: -77027.484375 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -77027.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77225.226562 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -77225.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77341.781250 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -77341.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77458.453125 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -77458.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77533.398438 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -77533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77599.296875 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -77599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77658.492188 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -77658.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77715.976562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -77715.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77730.812500 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -77730.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77740.468750 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -77740.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77743.664062 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -77743.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77749.359375 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -77749.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77749.359375 Penalty: 3284.877197
	Iteration 16F: 3 clusters Score -77749.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 1438 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Mstep: Class 47 contains 20631 members 
Mstep: Class 48 contains 1257 members 
Mstep: Class 49 contains 262 members 
Entering Unmasked Estep 
Score: -142001408.000000 Penalty: 169800.968750
Splitting cluster 42 changes total score from -142002624.000000 to -142001408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -36813.945312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -36813.95 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 206 members 
Entering Unmasked Estep 
Score: -35507.597656 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -35507.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35769.136719 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -35769.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35836.300781 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -35836.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35908.117188 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -35908.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35944.503906 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -35944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35969.468750 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -35969.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35974.218750 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -35974.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35974.218750 Penalty: 2961.745850
	Iteration 7F: 3 clusters Score -35974.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34518.449219 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34518.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34801.851562 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34801.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35112.808594 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35112.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35353.945312 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -35353.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35442.218750 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -35442.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35484.699219 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -35484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35517.476562 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -35517.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35525.929688 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -35525.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35532.539062 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -35532.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35542.613281 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -35542.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35554.949219 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -35554.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35564.582031 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -35564.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35579.960938 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -35579.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35583.839844 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -35583.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35588.289062 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -35588.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35590.050781 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -35590.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35592.562500 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -35592.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35595.730469 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -35595.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35596.812500 Penalty: 2956.658691
	Iteration 18F: 3 clusters Score -35596.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35600.367188 Penalty: 2956.658691
	Iteration 19Q: 3 clusters Score -35600.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35600.367188 Penalty: 2956.658691
	Iteration 20F: 3 clusters Score -35600.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -711973.875000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -711973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -706906.500000 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -706906.5 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -708151.750000 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -708151.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -708384.687500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -708384.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -708581.562500 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -708581.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -708739.187500 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -708739.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -708900.187500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -708900.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -709046.125000 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -709046.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -709192.312500 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -709192.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -709343.187500 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -709343.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -709491.375000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -709491.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -709632.312500 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -709632.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -709771.062500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -709771.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -709927.125000 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -709927.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -710075.625000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -710075.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -710198.000000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -710198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -710290.000000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -710290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -710334.187500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -710334.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -710382.437500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -710382.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -710419.187500 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -710419.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -710445.500000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -710445.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -710471.062500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -710471.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -710483.125000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -710483.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -710500.875000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -710500.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -710510.812500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -710510.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -710530.187500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -710530.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -710551.687500 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -710551.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -710574.937500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -710574.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -710594.375000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -710594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -710609.687500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -710609.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -710635.937500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -710635.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -710659.625000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -710659.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -710680.937500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -710680.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -710703.250000 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -710703.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -710713.250000 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -710713.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -710723.187500 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -710723.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -710733.750000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -710733.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -710744.500000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -710744.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -710761.312500 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -710761.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -710773.062500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -710773.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -710785.250000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -710785.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -710800.187500 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -710800.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710825.000000 Penalty: 4308.217773
	Iteration 41Q: 3 clusters Score -710825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -710844.562500 Penalty: 4308.217773
	Iteration 42Q: 3 clusters Score -710844.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -710862.812500 Penalty: 4308.217773
	Iteration 43Q: 3 clusters Score -710862.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -710869.625000 Penalty: 4308.217773
	Iteration 44Q: 3 clusters Score -710869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -710874.062500 Penalty: 4308.217773
	Iteration 45Q: 3 clusters Score -710874.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -710876.750000 Penalty: 4308.217773
	Iteration 46Q: 3 clusters Score -710876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -710877.625000 Penalty: 4308.217773
	Iteration 47Q: 3 clusters Score -710877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -710879.062500 Penalty: 4308.217773
	Iteration 48Q: 3 clusters Score -710879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -710880.187500 Penalty: 4308.217773
	Iteration 49Q: 3 clusters Score -710880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -710882.000000 Penalty: 4308.217773
	Iteration 50Q: 3 clusters Score -710882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -710883.062500 Penalty: 4308.217773
	Iteration 51Q: 3 clusters Score -710883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -710884.187500 Penalty: 4308.217773
	Iteration 52Q: 3 clusters Score -710884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -710885.562500 Penalty: 4308.217773
	Iteration 53Q: 3 clusters Score -710885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -710886.562500 Penalty: 4308.217773
	Iteration 54Q: 3 clusters Score -710886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -710886.375000 Penalty: 4308.217773
	Iteration 55Q: 3 clusters Score -710886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -710886.375000 Penalty: 4308.217773
	Iteration 56F: 3 clusters Score -710886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -287227.000000 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -287227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284397.656250 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -284397.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -284942.656250 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -284942.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285062.968750 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -285063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285136.031250 Penalty: 3839.584961
	Iteration 3Q: 3 clusters Score -285136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -285185.968750 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -285186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -285211.656250 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -285211.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -285235.781250 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -285235.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -285249.500000 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -285249.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285258.562500 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -285258.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -285269.406250 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -285269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285275.562500 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -285275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -285279.906250 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -285279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -285284.843750 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -285284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -285287.093750 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -285287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285289.531250 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -285289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -285290.937500 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -285290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -285290.937500 Penalty: 3839.584961
	Iteration 16F: 3 clusters Score -285290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 31931 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 25782 members 
Mstep: Class 10 contains 164421 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 90441 members 
Mstep: Class 13 contains 323408 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 1438 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 6442 members 
Mstep: Class 36 contains 48553 members 
Mstep: Class 37 contains 114499 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 392 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142004768.000000 Penalty: 166335.640625
Iteration 159Q: 49 clusters Score -1.420048e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 41641 members 
Mstep: Class 3 contains 32131 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12878 members 
Mstep: Class 7 contains 14274 members 
Mstep: Class 8 contains 10505 members 
Mstep: Class 9 contains 25814 members 
Mstep: Class 10 contains 165071 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 90775 members 
Mstep: Class 13 contains 323674 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11999 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38377 members 
Mstep: Class 20 contains 10170 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16498 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6379 members 
Mstep: Class 27 contains 1532 members 
Mstep: Class 28 contains 51511 members 
Mstep: Class 29 contains 12863 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 27981 members 
Mstep: Class 35 contains 6480 members 
Mstep: Class 36 contains 48574 members 
Mstep: Class 37 contains 114646 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8111 members 
Mstep: Class 41 contains 3138 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2304 members 
Mstep: Class 47 contains 19208 members 
Mstep: Class 48 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007008.000000 Penalty: 166335.640625
Iteration 160F: 49 clusters Score -1.42007e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 41138 members 
Mstep: Class 3 contains 32228 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 14271 members 
Mstep: Class 8 contains 10459 members 
Mstep: Class 9 contains 25739 members 
Mstep: Class 10 contains 165198 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 90830 members 
Mstep: Class 13 contains 323911 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10174 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 16494 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 1589 members 
Mstep: Class 28 contains 51510 members 
Mstep: Class 29 contains 12859 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27974 members 
Mstep: Class 35 contains 6173 members 
Mstep: Class 36 contains 48590 members 
Mstep: Class 37 contains 114666 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8132 members 
Mstep: Class 41 contains 3143 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 350 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 19832 members 
Mstep: Class 48 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008080.000000 Penalty: 166335.640625
Iteration 161Q: 49 clusters Score -1.420081e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 40866 members 
Mstep: Class 3 contains 32310 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 10442 members 
Mstep: Class 9 contains 25662 members 
Mstep: Class 10 contains 165252 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 90816 members 
Mstep: Class 13 contains 324207 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11887 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 27 contains 1619 members 
Mstep: Class 28 contains 51521 members 
Mstep: Class 29 contains 12848 members 
Mstep: Class 30 contains 1188 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27966 members 
Mstep: Class 35 contains 5965 members 
Mstep: Class 36 contains 48597 members 
Mstep: Class 37 contains 114641 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8139 members 
Mstep: Class 41 contains 3147 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 20148 members 
Mstep: Class 48 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007872.000000 Penalty: 166335.640625
Iteration 162Q: 49 clusters Score -1.420079e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 32357 members 
Mstep: Class 4 contains 6078 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25622 members 
Mstep: Class 10 contains 165276 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 90756 members 
Mstep: Class 13 contains 324492 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11845 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38345 members 
Mstep: Class 20 contains 10177 members 
Mstep: Class 21 contains 5946 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 51535 members 
Mstep: Class 29 contains 12835 members 
Mstep: Class 30 contains 1188 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27966 members 
Mstep: Class 35 contains 5795 members 
Mstep: Class 36 contains 48601 members 
Mstep: Class 37 contains 114590 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8149 members 
Mstep: Class 41 contains 3152 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 338 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 20374 members 
Mstep: Class 48 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008240.000000 Penalty: 166335.640625
Iteration 163Q: 49 clusters Score -1.420082e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 40605 members 
Mstep: Class 3 contains 32413 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12854 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 165314 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 90664 members 
Mstep: Class 13 contains 324776 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38344 members 
Mstep: Class 20 contains 10179 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16493 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6257 members 
Mstep: Class 27 contains 1650 members 
Mstep: Class 28 contains 51534 members 
Mstep: Class 29 contains 12822 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27958 members 
Mstep: Class 35 contains 5669 members 
Mstep: Class 36 contains 48613 members 
Mstep: Class 37 contains 114521 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8153 members 
Mstep: Class 41 contains 3157 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 340 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 20542 members 
Mstep: Class 48 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008464.000000 Penalty: 166335.640625
Iteration 164Q: 49 clusters Score -1.420085e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 40518 members 
Mstep: Class 3 contains 32448 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 25539 members 
Mstep: Class 10 contains 165323 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 90538 members 
Mstep: Class 13 contains 325082 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16491 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6280 members 
Mstep: Class 27 contains 1655 members 
Mstep: Class 28 contains 51534 members 
Mstep: Class 29 contains 12810 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27952 members 
Mstep: Class 35 contains 5561 members 
Mstep: Class 36 contains 48622 members 
Mstep: Class 37 contains 114427 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8157 members 
Mstep: Class 41 contains 3162 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 20690 members 
Mstep: Class 48 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008176.000000 Penalty: 166335.640625
Iteration 165Q: 49 clusters Score -1.420082e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 40435 members 
Mstep: Class 3 contains 32492 members 
Mstep: Class 4 contains 6069 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 10443 members 
Mstep: Class 9 contains 25519 members 
Mstep: Class 10 contains 165324 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 90396 members 
Mstep: Class 13 contains 325376 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11768 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38330 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 16487 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6280 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 51534 members 
Mstep: Class 29 contains 12808 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27952 members 
Mstep: Class 35 contains 5466 members 
Mstep: Class 36 contains 48645 members 
Mstep: Class 37 contains 114339 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8145 members 
Mstep: Class 41 contains 3166 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 20817 members 
Mstep: Class 48 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008336.000000 Penalty: 166335.640625
Iteration 166Q: 49 clusters Score -1.420083e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 40366 members 
Mstep: Class 3 contains 32525 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 25486 members 
Mstep: Class 10 contains 165302 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 90244 members 
Mstep: Class 13 contains 325694 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11748 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38325 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 5779 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6275 members 
Mstep: Class 27 contains 1666 members 
Mstep: Class 28 contains 51540 members 
Mstep: Class 29 contains 12802 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27949 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 48655 members 
Mstep: Class 37 contains 114261 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 20948 members 
Mstep: Class 48 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008176.000000 Penalty: 166335.640625
Iteration 167Q: 49 clusters Score -1.420082e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40315 members 
Mstep: Class 3 contains 32556 members 
Mstep: Class 4 contains 6063 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12870 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25465 members 
Mstep: Class 10 contains 165286 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 90110 members 
Mstep: Class 13 contains 325914 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11724 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10191 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6283 members 
Mstep: Class 27 contains 1669 members 
Mstep: Class 28 contains 51548 members 
Mstep: Class 29 contains 12796 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27944 members 
Mstep: Class 35 contains 5297 members 
Mstep: Class 36 contains 48680 members 
Mstep: Class 37 contains 114215 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8147 members 
Mstep: Class 41 contains 3177 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21031 members 
Mstep: Class 48 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008224.000000 Penalty: 166335.640625
Iteration 168Q: 49 clusters Score -1.420082e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40281 members 
Mstep: Class 3 contains 32573 members 
Mstep: Class 4 contains 6059 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 25451 members 
Mstep: Class 10 contains 165270 members 
Mstep: Class 11 contains 18303 members 
Mstep: Class 12 contains 89968 members 
Mstep: Class 13 contains 326125 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 10193 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6291 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 51554 members 
Mstep: Class 29 contains 12791 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27945 members 
Mstep: Class 35 contains 5215 members 
Mstep: Class 36 contains 48705 members 
Mstep: Class 37 contains 114164 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8159 members 
Mstep: Class 41 contains 3182 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21097 members 
Mstep: Class 48 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008384.000000 Penalty: 166335.640625
Iteration 169Q: 49 clusters Score -1.420084e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40261 members 
Mstep: Class 3 contains 32591 members 
Mstep: Class 4 contains 6059 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25428 members 
Mstep: Class 10 contains 165255 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 89817 members 
Mstep: Class 13 contains 326321 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 10194 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 22 contains 5133 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16474 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6292 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51558 members 
Mstep: Class 29 contains 12785 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27948 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 48732 members 
Mstep: Class 37 contains 114127 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8165 members 
Mstep: Class 41 contains 3191 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21160 members 
Mstep: Class 48 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008464.000000 Penalty: 166335.640625
Iteration 170Q: 49 clusters Score -1.420085e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40229 members 
Mstep: Class 3 contains 32604 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 14256 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25418 members 
Mstep: Class 10 contains 165264 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 89687 members 
Mstep: Class 13 contains 326476 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38310 members 
Mstep: Class 20 contains 10195 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6286 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51559 members 
Mstep: Class 29 contains 12784 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27947 members 
Mstep: Class 35 contains 5104 members 
Mstep: Class 36 contains 48754 members 
Mstep: Class 37 contains 114105 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8176 members 
Mstep: Class 41 contains 3195 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21211 members 
Mstep: Class 48 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008448.000000 Penalty: 166335.640625
Iteration 171Q: 49 clusters Score -1.420084e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40214 members 
Mstep: Class 3 contains 32614 members 
Mstep: Class 4 contains 6055 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 165255 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 89564 members 
Mstep: Class 13 contains 326632 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11661 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38311 members 
Mstep: Class 20 contains 10197 members 
Mstep: Class 21 contains 5800 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6278 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 51559 members 
Mstep: Class 29 contains 12780 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27950 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 48776 members 
Mstep: Class 37 contains 114079 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8181 members 
Mstep: Class 41 contains 3203 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21259 members 
Mstep: Class 48 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008688.000000 Penalty: 166335.640625
Iteration 172Q: 49 clusters Score -1.420087e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40205 members 
Mstep: Class 3 contains 32629 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 14252 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 165249 members 
Mstep: Class 11 contains 18295 members 
Mstep: Class 12 contains 89442 members 
Mstep: Class 13 contains 326784 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 20 contains 10197 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16481 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6269 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51563 members 
Mstep: Class 29 contains 12778 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27953 members 
Mstep: Class 35 contains 5024 members 
Mstep: Class 36 contains 48795 members 
Mstep: Class 37 contains 114040 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8192 members 
Mstep: Class 41 contains 3208 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21299 members 
Mstep: Class 48 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008912.000000 Penalty: 166335.640625
Iteration 173Q: 49 clusters Score -1.420089e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40186 members 
Mstep: Class 3 contains 32624 members 
Mstep: Class 4 contains 6053 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12884 members 
Mstep: Class 7 contains 14251 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 165224 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 89331 members 
Mstep: Class 13 contains 326932 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11651 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38307 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 5788 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51569 members 
Mstep: Class 29 contains 12773 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27957 members 
Mstep: Class 35 contains 5007 members 
Mstep: Class 36 contains 48807 members 
Mstep: Class 37 contains 114025 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 3211 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21339 members 
Mstep: Class 48 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008672.000000 Penalty: 166335.640625
Iteration 174Q: 49 clusters Score -1.420087e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40172 members 
Mstep: Class 3 contains 32623 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12888 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25394 members 
Mstep: Class 10 contains 165195 members 
Mstep: Class 11 contains 18296 members 
Mstep: Class 12 contains 89213 members 
Mstep: Class 13 contains 327111 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 10198 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16477 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51581 members 
Mstep: Class 29 contains 12769 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27959 members 
Mstep: Class 35 contains 4989 members 
Mstep: Class 36 contains 48818 members 
Mstep: Class 37 contains 113981 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8193 members 
Mstep: Class 41 contains 3217 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21379 members 
Mstep: Class 48 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008544.000000 Penalty: 166335.640625
Iteration 175Q: 49 clusters Score -1.420085e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 40164 members 
Mstep: Class 3 contains 32633 members 
Mstep: Class 4 contains 6050 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12891 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25386 members 
Mstep: Class 10 contains 165167 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 89075 members 
Mstep: Class 13 contains 327306 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38299 members 
Mstep: Class 20 contains 10200 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6262 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51586 members 
Mstep: Class 29 contains 12766 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3463 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27957 members 
Mstep: Class 35 contains 4973 members 
Mstep: Class 36 contains 48828 members 
Mstep: Class 37 contains 113939 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8193 members 
Mstep: Class 41 contains 3227 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21407 members 
Mstep: Class 48 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008464.000000 Penalty: 166335.640625
Iteration 176Q: 49 clusters Score -1.420085e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40152 members 
Mstep: Class 3 contains 32640 members 
Mstep: Class 4 contains 6048 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12897 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 25381 members 
Mstep: Class 10 contains 165149 members 
Mstep: Class 11 contains 18294 members 
Mstep: Class 12 contains 88926 members 
Mstep: Class 13 contains 327496 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38300 members 
Mstep: Class 20 contains 10202 members 
Mstep: Class 21 contains 5769 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6262 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51592 members 
Mstep: Class 29 contains 12763 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27960 members 
Mstep: Class 35 contains 4959 members 
Mstep: Class 36 contains 48842 members 
Mstep: Class 37 contains 113899 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 3233 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21429 members 
Mstep: Class 48 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008464.000000 Penalty: 166335.640625
Iteration 177Q: 49 clusters Score -1.420085e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40136 members 
Mstep: Class 3 contains 32645 members 
Mstep: Class 4 contains 6048 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 14248 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 25366 members 
Mstep: Class 10 contains 165131 members 
Mstep: Class 11 contains 18292 members 
Mstep: Class 12 contains 88826 members 
Mstep: Class 13 contains 327644 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38302 members 
Mstep: Class 20 contains 10203 members 
Mstep: Class 21 contains 5765 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16469 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51596 members 
Mstep: Class 29 contains 12760 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27967 members 
Mstep: Class 35 contains 4953 members 
Mstep: Class 36 contains 48855 members 
Mstep: Class 37 contains 113862 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8197 members 
Mstep: Class 41 contains 3237 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21447 members 
Mstep: Class 48 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008336.000000 Penalty: 166335.640625
Iteration 178Q: 49 clusters Score -1.420083e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40124 members 
Mstep: Class 3 contains 32653 members 
Mstep: Class 4 contains 6046 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12902 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 25354 members 
Mstep: Class 10 contains 165113 members 
Mstep: Class 11 contains 18288 members 
Mstep: Class 12 contains 88713 members 
Mstep: Class 13 contains 327782 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11643 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38303 members 
Mstep: Class 20 contains 10203 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16459 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1671 members 
Mstep: Class 28 contains 51600 members 
Mstep: Class 29 contains 12757 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27974 members 
Mstep: Class 35 contains 4949 members 
Mstep: Class 36 contains 48868 members 
Mstep: Class 37 contains 113834 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8199 members 
Mstep: Class 41 contains 3255 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21465 members 
Mstep: Class 48 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008272.000000 Penalty: 166335.640625
Iteration 179Q: 49 clusters Score -1.420083e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40115 members 
Mstep: Class 3 contains 32664 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 14248 members 
Mstep: Class 8 contains 10418 members 
Mstep: Class 9 contains 25337 members 
Mstep: Class 10 contains 165095 members 
Mstep: Class 11 contains 18285 members 
Mstep: Class 12 contains 88621 members 
Mstep: Class 13 contains 327905 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38300 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16454 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 51607 members 
Mstep: Class 29 contains 12759 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27976 members 
Mstep: Class 35 contains 4945 members 
Mstep: Class 36 contains 48885 members 
Mstep: Class 37 contains 113808 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 3262 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21477 members 
Mstep: Class 48 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008128.000000 Penalty: 166335.640625
Iteration 180F: 49 clusters Score -1.420081e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40110 members 
Mstep: Class 3 contains 32678 members 
Mstep: Class 4 contains 6036 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 25325 members 
Mstep: Class 10 contains 165080 members 
Mstep: Class 11 contains 18285 members 
Mstep: Class 12 contains 88533 members 
Mstep: Class 13 contains 327996 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 51612 members 
Mstep: Class 29 contains 12760 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27982 members 
Mstep: Class 35 contains 4941 members 
Mstep: Class 36 contains 48899 members 
Mstep: Class 37 contains 113790 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8202 members 
Mstep: Class 41 contains 3267 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21491 members 
Mstep: Class 48 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008128.000000 Penalty: 166335.640625
Iteration 181Q: 49 clusters Score -1.420081e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40107 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12909 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 10419 members 
Mstep: Class 9 contains 25311 members 
Mstep: Class 10 contains 165061 members 
Mstep: Class 11 contains 18284 members 
Mstep: Class 12 contains 88467 members 
Mstep: Class 13 contains 328091 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38305 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5752 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 51619 members 
Mstep: Class 29 contains 12757 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4935 members 
Mstep: Class 36 contains 48909 members 
Mstep: Class 37 contains 113769 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8202 members 
Mstep: Class 41 contains 3265 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21501 members 
Mstep: Class 48 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008064.000000 Penalty: 166335.640625
Iteration 182Q: 49 clusters Score -1.420081e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40103 members 
Mstep: Class 3 contains 32694 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 25303 members 
Mstep: Class 10 contains 165038 members 
Mstep: Class 11 contains 18282 members 
Mstep: Class 12 contains 88402 members 
Mstep: Class 13 contains 328200 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38303 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5752 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6255 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51620 members 
Mstep: Class 29 contains 12757 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27991 members 
Mstep: Class 35 contains 4930 members 
Mstep: Class 36 contains 48917 members 
Mstep: Class 37 contains 113741 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8206 members 
Mstep: Class 41 contains 3270 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21506 members 
Mstep: Class 48 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008192.000000 Penalty: 166335.640625
Iteration 183Q: 49 clusters Score -1.420082e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40100 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12916 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 25301 members 
Mstep: Class 10 contains 165020 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 88339 members 
Mstep: Class 13 contains 328296 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38302 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6257 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51627 members 
Mstep: Class 29 contains 12754 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27991 members 
Mstep: Class 35 contains 4924 members 
Mstep: Class 36 contains 48932 members 
Mstep: Class 37 contains 113704 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8207 members 
Mstep: Class 41 contains 3277 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21510 members 
Mstep: Class 48 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 166335.640625
Iteration 184Q: 49 clusters Score -1.420079e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40098 members 
Mstep: Class 3 contains 32691 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12917 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 10419 members 
Mstep: Class 9 contains 25298 members 
Mstep: Class 10 contains 165009 members 
Mstep: Class 11 contains 18273 members 
Mstep: Class 12 contains 88257 members 
Mstep: Class 13 contains 328415 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38304 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6258 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51630 members 
Mstep: Class 29 contains 12752 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27991 members 
Mstep: Class 35 contains 4920 members 
Mstep: Class 36 contains 48938 members 
Mstep: Class 37 contains 113678 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8205 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21518 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007984.000000 Penalty: 166335.640625
Iteration 185Q: 49 clusters Score -1.42008e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40096 members 
Mstep: Class 3 contains 32699 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 25293 members 
Mstep: Class 10 contains 165004 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 88177 members 
Mstep: Class 13 contains 328513 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38307 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6258 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51630 members 
Mstep: Class 29 contains 12752 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27989 members 
Mstep: Class 35 contains 4916 members 
Mstep: Class 36 contains 48950 members 
Mstep: Class 37 contains 113649 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8205 members 
Mstep: Class 41 contains 3293 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21524 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007952.000000 Penalty: 166335.640625
Iteration 186Q: 49 clusters Score -1.42008e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40092 members 
Mstep: Class 3 contains 32702 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25289 members 
Mstep: Class 10 contains 164991 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 88124 members 
Mstep: Class 13 contains 328597 members 
Mstep: Class 14 contains 5936 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38311 members 
Mstep: Class 20 contains 10204 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6259 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51636 members 
Mstep: Class 29 contains 12755 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27988 members 
Mstep: Class 35 contains 4913 members 
Mstep: Class 36 contains 48965 members 
Mstep: Class 37 contains 113605 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8205 members 
Mstep: Class 41 contains 3295 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21528 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 166335.640625
Iteration 187Q: 49 clusters Score -1.420079e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40089 members 
Mstep: Class 3 contains 32708 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 25282 members 
Mstep: Class 10 contains 164981 members 
Mstep: Class 11 contains 18261 members 
Mstep: Class 12 contains 88079 members 
Mstep: Class 13 contains 328695 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11639 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10206 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51639 members 
Mstep: Class 29 contains 12753 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4911 members 
Mstep: Class 36 contains 48975 members 
Mstep: Class 37 contains 113550 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 3298 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21535 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007744.000000 Penalty: 166335.640625
Iteration 188Q: 49 clusters Score -1.420077e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40084 members 
Mstep: Class 3 contains 32714 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25276 members 
Mstep: Class 10 contains 164971 members 
Mstep: Class 11 contains 18259 members 
Mstep: Class 12 contains 88043 members 
Mstep: Class 13 contains 328775 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10207 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6255 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51644 members 
Mstep: Class 29 contains 12751 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27988 members 
Mstep: Class 35 contains 4909 members 
Mstep: Class 36 contains 48982 members 
Mstep: Class 37 contains 113508 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 3301 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21541 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007616.000000 Penalty: 166335.640625
Iteration 189Q: 49 clusters Score -1.420076e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40078 members 
Mstep: Class 3 contains 32722 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25271 members 
Mstep: Class 10 contains 164962 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 87991 members 
Mstep: Class 13 contains 328861 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6254 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51650 members 
Mstep: Class 29 contains 12751 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27986 members 
Mstep: Class 35 contains 4906 members 
Mstep: Class 36 contains 48987 members 
Mstep: Class 37 contains 113472 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8205 members 
Mstep: Class 41 contains 3306 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21546 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007552.000000 Penalty: 166335.640625
Iteration 190Q: 49 clusters Score -1.420076e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40075 members 
Mstep: Class 3 contains 32727 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25263 members 
Mstep: Class 10 contains 164956 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 87935 members 
Mstep: Class 13 contains 328968 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10210 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6250 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51651 members 
Mstep: Class 29 contains 12747 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27988 members 
Mstep: Class 35 contains 4906 members 
Mstep: Class 36 contains 48987 members 
Mstep: Class 37 contains 113431 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8206 members 
Mstep: Class 41 contains 3310 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21551 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007632.000000 Penalty: 166335.640625
Iteration 191Q: 49 clusters Score -1.420076e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40073 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25257 members 
Mstep: Class 10 contains 164947 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 87896 members 
Mstep: Class 13 contains 329058 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51650 members 
Mstep: Class 29 contains 12743 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27988 members 
Mstep: Class 35 contains 4906 members 
Mstep: Class 36 contains 48989 members 
Mstep: Class 37 contains 113398 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3312 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21558 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 192Q: 49 clusters Score -1.420074e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40072 members 
Mstep: Class 3 contains 32727 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25250 members 
Mstep: Class 10 contains 164938 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 87847 members 
Mstep: Class 13 contains 329142 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51651 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4904 members 
Mstep: Class 36 contains 48994 members 
Mstep: Class 37 contains 113370 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3315 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21564 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 193Q: 49 clusters Score -1.420074e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40069 members 
Mstep: Class 3 contains 32731 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25243 members 
Mstep: Class 10 contains 164925 members 
Mstep: Class 11 contains 18246 members 
Mstep: Class 12 contains 87787 members 
Mstep: Class 13 contains 329243 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38329 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6239 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51651 members 
Mstep: Class 29 contains 12740 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4903 members 
Mstep: Class 36 contains 48996 members 
Mstep: Class 37 contains 113341 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3322 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21570 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 194Q: 49 clusters Score -1.420074e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40064 members 
Mstep: Class 3 contains 32738 members 
Mstep: Class 4 contains 6029 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 25243 members 
Mstep: Class 10 contains 164914 members 
Mstep: Class 11 contains 18239 members 
Mstep: Class 12 contains 87747 members 
Mstep: Class 13 contains 329322 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38325 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 5125 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51651 members 
Mstep: Class 29 contains 12742 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4901 members 
Mstep: Class 36 contains 49001 members 
Mstep: Class 37 contains 113316 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3325 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21576 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007424.000000 Penalty: 166335.640625
Iteration 195Q: 49 clusters Score -1.420074e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40067 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25235 members 
Mstep: Class 10 contains 164899 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 87696 members 
Mstep: Class 13 contains 329390 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 5124 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51656 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4901 members 
Mstep: Class 36 contains 49006 members 
Mstep: Class 37 contains 113299 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21579 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 196Q: 49 clusters Score -1.420075e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40062 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25230 members 
Mstep: Class 10 contains 164883 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 87646 members 
Mstep: Class 13 contains 329480 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 5123 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51661 members 
Mstep: Class 29 contains 12740 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 4899 members 
Mstep: Class 36 contains 49015 members 
Mstep: Class 37 contains 113265 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3342 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21587 members 
Mstep: Class 48 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 197Q: 49 clusters Score -1.420074e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40055 members 
Mstep: Class 3 contains 32745 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25228 members 
Mstep: Class 10 contains 164864 members 
Mstep: Class 11 contains 18229 members 
Mstep: Class 12 contains 87603 members 
Mstep: Class 13 contains 329545 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51668 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27988 members 
Mstep: Class 35 contains 4898 members 
Mstep: Class 36 contains 49025 members 
Mstep: Class 37 contains 113243 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3354 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21593 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 166335.640625
Iteration 198Q: 49 clusters Score -1.420073e+08 nChanged 238
Entering ConstructFrom: 
Score: -142007280.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -891613.812500 Penalty: 2206.964111
	Iteration 0F: 2 clusters Score -891613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -885650.000000 Penalty: 4413.928223
	Iteration 0F: 3 clusters Score -885650 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -887255.687500 Penalty: 4413.928223
	Iteration 1F: 3 clusters Score -887255.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -887546.812500 Penalty: 4413.928223
	Iteration 2F: 3 clusters Score -887546.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -887781.250000 Penalty: 4413.928223
	Iteration 3F: 3 clusters Score -887781.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -888017.187500 Penalty: 4413.928223
	Iteration 4F: 3 clusters Score -888017.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -888275.437500 Penalty: 4413.928223
	Iteration 5F: 3 clusters Score -888275.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -888490.500000 Penalty: 4413.928223
	Iteration 6Q: 3 clusters Score -888490.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -888671.312500 Penalty: 4413.928223
	Iteration 7Q: 3 clusters Score -888671.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -888840.500000 Penalty: 4413.928223
	Iteration 8Q: 3 clusters Score -888840.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -888969.687500 Penalty: 4413.928223
	Iteration 9Q: 3 clusters Score -888969.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -889086.187500 Penalty: 4413.928223
	Iteration 10Q: 3 clusters Score -889086.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -889190.062500 Penalty: 4413.928223
	Iteration 11Q: 3 clusters Score -889190.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -889271.937500 Penalty: 4413.928223
	Iteration 12Q: 3 clusters Score -889271.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -889336.062500 Penalty: 4413.928223
	Iteration 13Q: 3 clusters Score -889336.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -889396.437500 Penalty: 4413.928223
	Iteration 14Q: 3 clusters Score -889396.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -889444.062500 Penalty: 4413.928223
	Iteration 15Q: 3 clusters Score -889444.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -889490.125000 Penalty: 4413.928223
	Iteration 16Q: 3 clusters Score -889490.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -889540.875000 Penalty: 4413.928223
	Iteration 17Q: 3 clusters Score -889540.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -889573.375000 Penalty: 4413.928223
	Iteration 18Q: 3 clusters Score -889573.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -889601.187500 Penalty: 4413.928223
	Iteration 19Q: 3 clusters Score -889601.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -889620.312500 Penalty: 4413.928223
	Iteration 20F: 3 clusters Score -889620.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -889635.937500 Penalty: 4413.928223
	Iteration 21Q: 3 clusters Score -889635.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -889649.187500 Penalty: 4413.928223
	Iteration 22Q: 3 clusters Score -889649.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -889659.000000 Penalty: 4413.928223
	Iteration 23Q: 3 clusters Score -889659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -889667.000000 Penalty: 4413.928223
	Iteration 24Q: 3 clusters Score -889667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -889675.562500 Penalty: 4413.928223
	Iteration 25Q: 3 clusters Score -889675.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -889687.187500 Penalty: 4413.928223
	Iteration 26Q: 3 clusters Score -889687.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -889689.937500 Penalty: 4413.928223
	Iteration 27Q: 3 clusters Score -889689.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -889695.750000 Penalty: 4413.928223
	Iteration 28Q: 3 clusters Score -889695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -889698.000000 Penalty: 4413.928223
	Iteration 29Q: 3 clusters Score -889698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -889699.125000 Penalty: 4413.928223
	Iteration 30Q: 3 clusters Score -889699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -889699.875000 Penalty: 4413.928223
	Iteration 31Q: 3 clusters Score -889699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -889703.750000 Penalty: 4413.928223
	Iteration 32Q: 3 clusters Score -889703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -889703.187500 Penalty: 4413.928223
	Iteration 33Q: 3 clusters Score -889703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -889705.750000 Penalty: 4413.928223
	Iteration 34Q: 3 clusters Score -889705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -889711.687500 Penalty: 4413.928223
	Iteration 35Q: 3 clusters Score -889711.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -889713.875000 Penalty: 4413.928223
	Iteration 36Q: 3 clusters Score -889713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -889713.687500 Penalty: 4413.928223
	Iteration 37Q: 3 clusters Score -889713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -889715.125000 Penalty: 4413.928223
	Iteration 38Q: 3 clusters Score -889715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -889716.062500 Penalty: 4413.928223
	Iteration 39Q: 3 clusters Score -889716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -889715.375000 Penalty: 4413.928223
	Iteration 40F: 3 clusters Score -889715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -889715.375000 Penalty: 4413.928223
	Iteration 41Q: 3 clusters Score -889715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -889716.125000 Penalty: 4413.928223
	Iteration 42Q: 3 clusters Score -889716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -889717.125000 Penalty: 4413.928223
	Iteration 43Q: 3 clusters Score -889717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -889717.125000 Penalty: 4413.928223
	Iteration 44F: 3 clusters Score -889717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Entering Unmasked Estep 
Score: -4971887.500000 Penalty: 2628.275391
	Iteration 0F: 2 clusters Score -4971888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4944667.500000 Penalty: 5256.550781
	Iteration 0F: 3 clusters Score -4944668 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4954783.500000 Penalty: 5256.550781
	Iteration 1F: 3 clusters Score -4954784 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4955396.500000 Penalty: 5256.550781
	Iteration 2Q: 3 clusters Score -4955396 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4956213.000000 Penalty: 5256.550781
	Iteration 3Q: 3 clusters Score -4956213 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4957222.000000 Penalty: 5256.550781
	Iteration 4F: 3 clusters Score -4957222 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4958617.500000 Penalty: 5256.550781
	Iteration 5F: 3 clusters Score -4958618 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4960261.000000 Penalty: 5256.550781
	Iteration 6F: 3 clusters Score -4960261 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4961984.500000 Penalty: 5256.550781
	Iteration 7F: 3 clusters Score -4961984 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4963450.000000 Penalty: 5256.550781
	Iteration 8F: 3 clusters Score -4963450 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4964656.000000 Penalty: 5256.550781
	Iteration 9F: 3 clusters Score -4964656 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4965651.500000 Penalty: 5256.550781
	Iteration 10Q: 3 clusters Score -4965652 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4966492.000000 Penalty: 5256.550781
	Iteration 11Q: 3 clusters Score -4966492 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4967160.500000 Penalty: 5256.550781
	Iteration 12Q: 3 clusters Score -4967160 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4967774.000000 Penalty: 5256.550781
	Iteration 13Q: 3 clusters Score -4967774 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4968288.500000 Penalty: 5256.550781
	Iteration 14Q: 3 clusters Score -4968288 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4968686.000000 Penalty: 5256.550781
	Iteration 15Q: 3 clusters Score -4968686 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4968974.500000 Penalty: 5256.550781
	Iteration 16Q: 3 clusters Score -4968974 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4969147.000000 Penalty: 5256.550781
	Iteration 17Q: 3 clusters Score -4969147 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4969293.000000 Penalty: 5256.550781
	Iteration 18Q: 3 clusters Score -4969293 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4969410.000000 Penalty: 5256.550781
	Iteration 19Q: 3 clusters Score -4969410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4969469.000000 Penalty: 5256.550781
	Iteration 20F: 3 clusters Score -4969469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4969508.000000 Penalty: 5256.550781
	Iteration 21Q: 3 clusters Score -4969508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4969573.000000 Penalty: 5256.550781
	Iteration 22Q: 3 clusters Score -4969573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4969624.500000 Penalty: 5256.550781
	Iteration 23Q: 3 clusters Score -4969624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4969659.500000 Penalty: 5256.550781
	Iteration 24Q: 3 clusters Score -4969660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4969682.500000 Penalty: 5256.550781
	Iteration 25Q: 3 clusters Score -4969682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4969709.000000 Penalty: 5256.550781
	Iteration 26Q: 3 clusters Score -4969709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4969731.500000 Penalty: 5256.550781
	Iteration 27Q: 3 clusters Score -4969732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4969733.500000 Penalty: 5256.550781
	Iteration 28Q: 3 clusters Score -4969734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4969740.000000 Penalty: 5256.550781
	Iteration 29Q: 3 clusters Score -4969740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4969749.000000 Penalty: 5256.550781
	Iteration 30Q: 3 clusters Score -4969749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4969768.000000 Penalty: 5256.550781
	Iteration 31Q: 3 clusters Score -4969768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4969772.000000 Penalty: 5256.550781
	Iteration 32Q: 3 clusters Score -4969772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4969782.500000 Penalty: 5256.550781
	Iteration 33Q: 3 clusters Score -4969782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4969783.000000 Penalty: 5256.550781
	Iteration 34Q: 3 clusters Score -4969783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4969785.500000 Penalty: 5256.550781
	Iteration 35Q: 3 clusters Score -4969786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4969789.000000 Penalty: 5256.550781
	Iteration 36Q: 3 clusters Score -4969789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4969789.000000 Penalty: 5256.550781
	Iteration 37Q: 3 clusters Score -4969789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4969791.500000 Penalty: 5256.550781
	Iteration 38Q: 3 clusters Score -4969792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4969789.000000 Penalty: 5256.550781
	Iteration 39Q: 3 clusters Score -4969789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4969793.500000 Penalty: 5256.550781
	Iteration 40F: 3 clusters Score -4969794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4969797.500000 Penalty: 5256.550781
	Iteration 41Q: 3 clusters Score -4969798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4969801.000000 Penalty: 5256.550781
	Iteration 42Q: 3 clusters Score -4969801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4969800.000000 Penalty: 5256.550781
	Iteration 43Q: 3 clusters Score -4969800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4969797.500000 Penalty: 5256.550781
	Iteration 44Q: 3 clusters Score -4969798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4969797.500000 Penalty: 5256.550781
	Iteration 45F: 3 clusters Score -4969798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Entering Unmasked Estep 
Score: -3833431.000000 Penalty: 2578.348389
	Iteration 0F: 2 clusters Score -3833431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3811030.250000 Penalty: 5156.696777
	Iteration 0F: 3 clusters Score -3811030 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3819471.750000 Penalty: 5156.696777
	Iteration 1F: 3 clusters Score -3819472 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3820090.750000 Penalty: 5156.696777
	Iteration 2F: 3 clusters Score -3820091 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3820671.500000 Penalty: 5156.696777
	Iteration 3Q: 3 clusters Score -3820672 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3821243.750000 Penalty: 5156.696777
	Iteration 4Q: 3 clusters Score -3821244 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3821771.750000 Penalty: 5156.696777
	Iteration 5Q: 3 clusters Score -3821772 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3822365.500000 Penalty: 5156.696777
	Iteration 6Q: 3 clusters Score -3822366 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3823037.000000 Penalty: 5156.696777
	Iteration 7Q: 3 clusters Score -3823037 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3823769.500000 Penalty: 5156.696777
	Iteration 8Q: 3 clusters Score -3823770 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3824687.750000 Penalty: 5156.696777
	Iteration 9Q: 3 clusters Score -3824688 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3825720.000000 Penalty: 5156.696777
	Iteration 10Q: 3 clusters Score -3825720 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3826759.750000 Penalty: 5156.696777
	Iteration 11Q: 3 clusters Score -3826760 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3827668.250000 Penalty: 5156.696777
	Iteration 12Q: 3 clusters Score -3827668 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3828427.000000 Penalty: 5156.696777
	Iteration 13Q: 3 clusters Score -3828427 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3828987.250000 Penalty: 5156.696777
	Iteration 14Q: 3 clusters Score -3828987 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3829452.000000 Penalty: 5156.696777
	Iteration 15Q: 3 clusters Score -3829452 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3829851.000000 Penalty: 5156.696777
	Iteration 16Q: 3 clusters Score -3829851 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3830189.500000 Penalty: 5156.696777
	Iteration 17Q: 3 clusters Score -3830190 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3830466.500000 Penalty: 5156.696777
	Iteration 18Q: 3 clusters Score -3830466 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3830719.500000 Penalty: 5156.696777
	Iteration 19Q: 3 clusters Score -3830720 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3830987.250000 Penalty: 5156.696777
	Iteration 20F: 3 clusters Score -3830987 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3831215.750000 Penalty: 5156.696777
	Iteration 21Q: 3 clusters Score -3831216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3831418.750000 Penalty: 5156.696777
	Iteration 22Q: 3 clusters Score -3831419 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3831664.500000 Penalty: 5156.696777
	Iteration 23Q: 3 clusters Score -3831664 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3831880.500000 Penalty: 5156.696777
	Iteration 24Q: 3 clusters Score -3831880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3832072.000000 Penalty: 5156.696777
	Iteration 25Q: 3 clusters Score -3832072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3832180.250000 Penalty: 5156.696777
	Iteration 26Q: 3 clusters Score -3832180 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3832259.000000 Penalty: 5156.696777
	Iteration 27Q: 3 clusters Score -3832259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3832317.500000 Penalty: 5156.696777
	Iteration 28Q: 3 clusters Score -3832318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3832355.500000 Penalty: 5156.696777
	Iteration 29Q: 3 clusters Score -3832356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3832394.500000 Penalty: 5156.696777
	Iteration 30Q: 3 clusters Score -3832394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3832416.250000 Penalty: 5156.696777
	Iteration 31Q: 3 clusters Score -3832416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3832441.750000 Penalty: 5156.696777
	Iteration 32Q: 3 clusters Score -3832442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3832464.500000 Penalty: 5156.696777
	Iteration 33Q: 3 clusters Score -3832464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3832481.500000 Penalty: 5156.696777
	Iteration 34Q: 3 clusters Score -3832482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3832497.500000 Penalty: 5156.696777
	Iteration 35Q: 3 clusters Score -3832498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3832498.750000 Penalty: 5156.696777
	Iteration 36Q: 3 clusters Score -3832499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3832506.500000 Penalty: 5156.696777
	Iteration 37Q: 3 clusters Score -3832506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3832509.250000 Penalty: 5156.696777
	Iteration 38Q: 3 clusters Score -3832509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3832516.000000 Penalty: 5156.696777
	Iteration 39Q: 3 clusters Score -3832516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3832517.750000 Penalty: 5156.696777
	Iteration 40F: 3 clusters Score -3832518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3832526.000000 Penalty: 5156.696777
	Iteration 41Q: 3 clusters Score -3832526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3832525.750000 Penalty: 5156.696777
	Iteration 42Q: 3 clusters Score -3832526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3832531.000000 Penalty: 5156.696777
	Iteration 43Q: 3 clusters Score -3832531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -3832530.000000 Penalty: 5156.696777
	Iteration 44Q: 3 clusters Score -3832530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3832532.750000 Penalty: 5156.696777
	Iteration 45Q: 3 clusters Score -3832533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3832537.250000 Penalty: 5156.696777
	Iteration 46Q: 3 clusters Score -3832537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3832533.750000 Penalty: 5156.696777
	Iteration 47Q: 3 clusters Score -3832534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3832534.250000 Penalty: 5156.696777
	Iteration 48Q: 3 clusters Score -3832534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3832533.750000 Penalty: 5156.696777
	Iteration 49Q: 3 clusters Score -3832534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3832537.250000 Penalty: 5156.696777
	Iteration 50Q: 3 clusters Score -3832537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3832534.500000 Penalty: 5156.696777
	Iteration 51Q: 3 clusters Score -3832534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3832533.750000 Penalty: 5156.696777
	Iteration 52Q: 3 clusters Score -3832534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3832533.500000 Penalty: 5156.696777
	Iteration 53Q: 3 clusters Score -3832534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3832531.750000 Penalty: 5156.696777
	Iteration 54Q: 3 clusters Score -3832532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3832531.750000 Penalty: 5156.696777
	Iteration 55F: 3 clusters Score -3832532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -690526.125000 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -690526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -685354.937500 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -685354.9 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -686696.562500 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -686696.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -686944.937500 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -686944.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -687096.125000 Penalty: 4317.104004
	Iteration 3F: 3 clusters Score -687096.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -687198.875000 Penalty: 4317.104004
	Iteration 4Q: 3 clusters Score -687198.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -687284.000000 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -687284 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -687369.812500 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -687369.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -687476.187500 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -687476.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -687596.750000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -687596.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -687733.875000 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -687733.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -687905.687500 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -687905.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -688099.437500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -688099.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -688323.125000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -688323.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -688543.000000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -688543 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -688726.937500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -688726.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -688869.687500 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -688869.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -688955.250000 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -688955.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -689026.687500 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -689026.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -689079.312500 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -689079.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -689123.937500 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -689123.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -689159.750000 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -689159.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -689188.062500 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -689188.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -689206.000000 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -689206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -689221.812500 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -689221.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -689234.687500 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -689234.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -689243.375000 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -689243.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -689247.125000 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -689247.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -689250.000000 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -689250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -689251.437500 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -689251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -689252.812500 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -689252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -689253.562500 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -689253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -689254.562500 Penalty: 4317.104004
	Iteration 31Q: 3 clusters Score -689254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -689254.625000 Penalty: 4317.104004
	Iteration 32Q: 3 clusters Score -689254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -689254.687500 Penalty: 4317.104004
	Iteration 33Q: 3 clusters Score -689254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -689255.562500 Penalty: 4317.104004
	Iteration 34Q: 3 clusters Score -689255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -689254.875000 Penalty: 4317.104004
	Iteration 35Q: 3 clusters Score -689254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -689256.312500 Penalty: 4317.104004
	Iteration 36Q: 3 clusters Score -689256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -689257.312500 Penalty: 4317.104004
	Iteration 37Q: 3 clusters Score -689257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -689257.312500 Penalty: 4317.104004
	Iteration 38F: 3 clusters Score -689257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66599.437500 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66599.44 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67026.242188 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67026.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67252.164062 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67252.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67452.218750 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -67452.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67689.171875 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -67689.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67883.804688 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -67883.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68064.414062 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -68064.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68164.210938 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -68164.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68254.109375 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -68254.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68313.460938 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -68313.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68317.117188 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -68317.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68318.414062 Penalty: 3237.867188
	Iteration 11F: 3 clusters Score -68318.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68327.031250 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -68327.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68330.820312 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -68330.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68332.265625 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -68332.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68332.265625 Penalty: 3237.867188
	Iteration 15F: 3 clusters Score -68332.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40050 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 393 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25223 members 
Mstep: Class 10 contains 164839 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 87530 members 
Mstep: Class 13 contains 329652 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51670 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27989 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49032 members 
Mstep: Class 37 contains 113226 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3366 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 291 members 
Entering Unmasked Estep 
Score: -142005824.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142007280.000000 to -142005824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Entering Unmasked Estep 
Score: -1487477.000000 Penalty: 2347.757324
	Iteration 0F: 2 clusters Score -1487477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1477914.625000 Penalty: 4695.514648
	Iteration 0F: 3 clusters Score -1477915 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1480980.625000 Penalty: 4695.514648
	Iteration 1F: 3 clusters Score -1480981 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1481481.250000 Penalty: 4695.514648
	Iteration 2F: 3 clusters Score -1481481 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1481908.875000 Penalty: 4695.514648
	Iteration 3F: 3 clusters Score -1481909 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1482296.125000 Penalty: 4695.514648
	Iteration 4F: 3 clusters Score -1482296 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1482649.875000 Penalty: 4695.514648
	Iteration 5Q: 3 clusters Score -1482650 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1483025.125000 Penalty: 4695.514648
	Iteration 6Q: 3 clusters Score -1483025 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1483384.625000 Penalty: 4695.514648
	Iteration 7Q: 3 clusters Score -1483385 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1483711.375000 Penalty: 4695.514648
	Iteration 8Q: 3 clusters Score -1483711 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1483975.625000 Penalty: 4695.514648
	Iteration 9Q: 3 clusters Score -1483976 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1484186.500000 Penalty: 4695.514648
	Iteration 10Q: 3 clusters Score -1484186 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1484389.250000 Penalty: 4695.514648
	Iteration 11Q: 3 clusters Score -1484389 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1484548.500000 Penalty: 4695.514648
	Iteration 12Q: 3 clusters Score -1484548 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1484685.625000 Penalty: 4695.514648
	Iteration 13Q: 3 clusters Score -1484686 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1484798.750000 Penalty: 4695.514648
	Iteration 14Q: 3 clusters Score -1484799 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1484885.750000 Penalty: 4695.514648
	Iteration 15Q: 3 clusters Score -1484886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1484950.875000 Penalty: 4695.514648
	Iteration 16Q: 3 clusters Score -1484951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1485009.500000 Penalty: 4695.514648
	Iteration 17Q: 3 clusters Score -1485010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1485075.125000 Penalty: 4695.514648
	Iteration 18Q: 3 clusters Score -1485075 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1485165.375000 Penalty: 4695.514648
	Iteration 19Q: 3 clusters Score -1485165 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1485269.125000 Penalty: 4695.514648
	Iteration 20F: 3 clusters Score -1485269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1485385.250000 Penalty: 4695.514648
	Iteration 21Q: 3 clusters Score -1485385 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1485520.000000 Penalty: 4695.514648
	Iteration 22Q: 3 clusters Score -1485520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1485669.625000 Penalty: 4695.514648
	Iteration 23Q: 3 clusters Score -1485670 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1485795.250000 Penalty: 4695.514648
	Iteration 24Q: 3 clusters Score -1485795 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1485898.875000 Penalty: 4695.514648
	Iteration 25Q: 3 clusters Score -1485899 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1485961.625000 Penalty: 4695.514648
	Iteration 26Q: 3 clusters Score -1485962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1486014.625000 Penalty: 4695.514648
	Iteration 27Q: 3 clusters Score -1486015 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1486040.125000 Penalty: 4695.514648
	Iteration 28Q: 3 clusters Score -1486040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1486050.000000 Penalty: 4695.514648
	Iteration 29Q: 3 clusters Score -1486050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1486060.250000 Penalty: 4695.514648
	Iteration 30Q: 3 clusters Score -1486060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1486066.250000 Penalty: 4695.514648
	Iteration 31Q: 3 clusters Score -1486066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1486074.500000 Penalty: 4695.514648
	Iteration 32Q: 3 clusters Score -1486074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1486080.125000 Penalty: 4695.514648
	Iteration 33Q: 3 clusters Score -1486080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1486081.000000 Penalty: 4695.514648
	Iteration 34Q: 3 clusters Score -1486081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1486085.500000 Penalty: 4695.514648
	Iteration 35Q: 3 clusters Score -1486086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1486088.125000 Penalty: 4695.514648
	Iteration 36Q: 3 clusters Score -1486088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1486091.000000 Penalty: 4695.514648
	Iteration 37Q: 3 clusters Score -1486091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1486094.000000 Penalty: 4695.514648
	Iteration 38Q: 3 clusters Score -1486094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1486095.250000 Penalty: 4695.514648
	Iteration 39Q: 3 clusters Score -1486095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1486096.375000 Penalty: 4695.514648
	Iteration 40F: 3 clusters Score -1486096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1486096.500000 Penalty: 4695.514648
	Iteration 41Q: 3 clusters Score -1486096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1486101.000000 Penalty: 4695.514648
	Iteration 42Q: 3 clusters Score -1486101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1486103.625000 Penalty: 4695.514648
	Iteration 43Q: 3 clusters Score -1486104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1486102.875000 Penalty: 4695.514648
	Iteration 44Q: 3 clusters Score -1486103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1486104.000000 Penalty: 4695.514648
	Iteration 45Q: 3 clusters Score -1486104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1486105.625000 Penalty: 4695.514648
	Iteration 46Q: 3 clusters Score -1486106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1486104.000000 Penalty: 4695.514648
	Iteration 47Q: 3 clusters Score -1486104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1486103.000000 Penalty: 4695.514648
	Iteration 48Q: 3 clusters Score -1486103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1486103.000000 Penalty: 4695.514648
	Iteration 49F: 3 clusters Score -1486103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Entering Unmasked Estep 
Score: -1744216.625000 Penalty: 2371.824951
	Iteration 0F: 2 clusters Score -1744217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1733798.500000 Penalty: 4743.649902
	Iteration 0F: 3 clusters Score -1733798 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1737273.375000 Penalty: 4743.649902
	Iteration 1F: 3 clusters Score -1737273 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1738087.375000 Penalty: 4743.649902
	Iteration 2F: 3 clusters Score -1738087 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1739010.375000 Penalty: 4743.649902
	Iteration 3F: 3 clusters Score -1739010 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1739840.375000 Penalty: 4743.649902
	Iteration 4F: 3 clusters Score -1739840 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1740527.500000 Penalty: 4743.649902
	Iteration 5F: 3 clusters Score -1740528 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1741091.500000 Penalty: 4743.649902
	Iteration 6F: 3 clusters Score -1741092 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1741565.375000 Penalty: 4743.649902
	Iteration 7F: 3 clusters Score -1741565 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1741961.250000 Penalty: 4743.649902
	Iteration 8Q: 3 clusters Score -1741961 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1742388.625000 Penalty: 4743.649902
	Iteration 9Q: 3 clusters Score -1742389 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1742747.000000 Penalty: 4743.649902
	Iteration 10Q: 3 clusters Score -1742747 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1742962.500000 Penalty: 4743.649902
	Iteration 11Q: 3 clusters Score -1742962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1743066.500000 Penalty: 4743.649902
	Iteration 12Q: 3 clusters Score -1743066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1743142.875000 Penalty: 4743.649902
	Iteration 13Q: 3 clusters Score -1743143 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1743198.625000 Penalty: 4743.649902
	Iteration 14Q: 3 clusters Score -1743199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1743232.375000 Penalty: 4743.649902
	Iteration 15Q: 3 clusters Score -1743232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1743261.500000 Penalty: 4743.649902
	Iteration 16Q: 3 clusters Score -1743262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1743286.250000 Penalty: 4743.649902
	Iteration 17Q: 3 clusters Score -1743286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1743318.250000 Penalty: 4743.649902
	Iteration 18Q: 3 clusters Score -1743318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1743336.875000 Penalty: 4743.649902
	Iteration 19Q: 3 clusters Score -1743337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1743362.125000 Penalty: 4743.649902
	Iteration 20F: 3 clusters Score -1743362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1743376.500000 Penalty: 4743.649902
	Iteration 21Q: 3 clusters Score -1743376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1743384.250000 Penalty: 4743.649902
	Iteration 22Q: 3 clusters Score -1743384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1743402.250000 Penalty: 4743.649902
	Iteration 23Q: 3 clusters Score -1743402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1743410.500000 Penalty: 4743.649902
	Iteration 24Q: 3 clusters Score -1743410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1743427.750000 Penalty: 4743.649902
	Iteration 25Q: 3 clusters Score -1743428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1743433.000000 Penalty: 4743.649902
	Iteration 26Q: 3 clusters Score -1743433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1743442.625000 Penalty: 4743.649902
	Iteration 27Q: 3 clusters Score -1743443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1743447.875000 Penalty: 4743.649902
	Iteration 28Q: 3 clusters Score -1743448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1743451.625000 Penalty: 4743.649902
	Iteration 29Q: 3 clusters Score -1743452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1743458.500000 Penalty: 4743.649902
	Iteration 30Q: 3 clusters Score -1743458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1743463.250000 Penalty: 4743.649902
	Iteration 31Q: 3 clusters Score -1743463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1743464.125000 Penalty: 4743.649902
	Iteration 32Q: 3 clusters Score -1743464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1743469.125000 Penalty: 4743.649902
	Iteration 33Q: 3 clusters Score -1743469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1743474.125000 Penalty: 4743.649902
	Iteration 34Q: 3 clusters Score -1743474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1743475.125000 Penalty: 4743.649902
	Iteration 35Q: 3 clusters Score -1743475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1743477.375000 Penalty: 4743.649902
	Iteration 36Q: 3 clusters Score -1743477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1743480.500000 Penalty: 4743.649902
	Iteration 37Q: 3 clusters Score -1743480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1743481.125000 Penalty: 4743.649902
	Iteration 38Q: 3 clusters Score -1743481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1743485.875000 Penalty: 4743.649902
	Iteration 39Q: 3 clusters Score -1743486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1743488.125000 Penalty: 4743.649902
	Iteration 40F: 3 clusters Score -1743488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1743490.875000 Penalty: 4743.649902
	Iteration 41Q: 3 clusters Score -1743491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1743491.500000 Penalty: 4743.649902
	Iteration 42Q: 3 clusters Score -1743492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1743494.750000 Penalty: 4743.649902
	Iteration 43Q: 3 clusters Score -1743495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1743492.625000 Penalty: 4743.649902
	Iteration 44Q: 3 clusters Score -1743493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1743493.875000 Penalty: 4743.649902
	Iteration 45Q: 3 clusters Score -1743494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1743493.625000 Penalty: 4743.649902
	Iteration 46Q: 3 clusters Score -1743494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1743495.000000 Penalty: 4743.649902
	Iteration 47Q: 3 clusters Score -1743495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1743490.125000 Penalty: 4743.649902
	Iteration 48Q: 3 clusters Score -1743490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1743490.125000 Penalty: 4743.649902
	Iteration 49F: 3 clusters Score -1743490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -1252411.875000 Penalty: 2294.486572
	Iteration 0F: 2 clusters Score -1252412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1244490.750000 Penalty: 4588.973145
	Iteration 0F: 3 clusters Score -1244491 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1246809.375000 Penalty: 4588.973145
	Iteration 1F: 3 clusters Score -1246809 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1247194.125000 Penalty: 4588.973145
	Iteration 2F: 3 clusters Score -1247194 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1247504.000000 Penalty: 4588.973145
	Iteration 3F: 3 clusters Score -1247504 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1247767.875000 Penalty: 4588.973145
	Iteration 4Q: 3 clusters Score -1247768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1248009.875000 Penalty: 4588.973145
	Iteration 5Q: 3 clusters Score -1248010 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1248226.625000 Penalty: 4588.973145
	Iteration 6Q: 3 clusters Score -1248227 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1248469.875000 Penalty: 4588.973145
	Iteration 7Q: 3 clusters Score -1248470 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1248691.125000 Penalty: 4588.973145
	Iteration 8Q: 3 clusters Score -1248691 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1248890.500000 Penalty: 4588.973145
	Iteration 9Q: 3 clusters Score -1248890 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1249068.500000 Penalty: 4588.973145
	Iteration 10Q: 3 clusters Score -1249068 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1249260.875000 Penalty: 4588.973145
	Iteration 11Q: 3 clusters Score -1249261 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1249473.125000 Penalty: 4588.973145
	Iteration 12Q: 3 clusters Score -1249473 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1249662.000000 Penalty: 4588.973145
	Iteration 13Q: 3 clusters Score -1249662 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1249834.125000 Penalty: 4588.973145
	Iteration 14Q: 3 clusters Score -1249834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1249976.125000 Penalty: 4588.973145
	Iteration 15Q: 3 clusters Score -1249976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1250100.250000 Penalty: 4588.973145
	Iteration 16Q: 3 clusters Score -1250100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1250190.875000 Penalty: 4588.973145
	Iteration 17Q: 3 clusters Score -1250191 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1250269.250000 Penalty: 4588.973145
	Iteration 18Q: 3 clusters Score -1250269 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1250337.250000 Penalty: 4588.973145
	Iteration 19Q: 3 clusters Score -1250337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1250391.375000 Penalty: 4588.973145
	Iteration 20F: 3 clusters Score -1250391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1250425.125000 Penalty: 4588.973145
	Iteration 21Q: 3 clusters Score -1250425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1250449.375000 Penalty: 4588.973145
	Iteration 22Q: 3 clusters Score -1250449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1250470.625000 Penalty: 4588.973145
	Iteration 23Q: 3 clusters Score -1250471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1250484.375000 Penalty: 4588.973145
	Iteration 24Q: 3 clusters Score -1250484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1250500.875000 Penalty: 4588.973145
	Iteration 25Q: 3 clusters Score -1250501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1250512.875000 Penalty: 4588.973145
	Iteration 26Q: 3 clusters Score -1250513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1250523.375000 Penalty: 4588.973145
	Iteration 27Q: 3 clusters Score -1250523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1250528.000000 Penalty: 4588.973145
	Iteration 28Q: 3 clusters Score -1250528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1250532.500000 Penalty: 4588.973145
	Iteration 29Q: 3 clusters Score -1250532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1250534.375000 Penalty: 4588.973145
	Iteration 30Q: 3 clusters Score -1250534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1250536.500000 Penalty: 4588.973145
	Iteration 31Q: 3 clusters Score -1250536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1250536.125000 Penalty: 4588.973145
	Iteration 32Q: 3 clusters Score -1250536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1250536.125000 Penalty: 4588.973145
	Iteration 33F: 3 clusters Score -1250536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Entering Unmasked Estep 
Score: -3167934.250000 Penalty: 2513.606934
	Iteration 0F: 2 clusters Score -3167934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3150562.500000 Penalty: 5027.213867
	Iteration 0F: 3 clusters Score -3150562 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3156564.750000 Penalty: 5027.213867
	Iteration 1F: 3 clusters Score -3156565 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3157047.500000 Penalty: 5027.213867
	Iteration 2F: 3 clusters Score -3157048 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3157481.750000 Penalty: 5027.213867
	Iteration 3Q: 3 clusters Score -3157482 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3157947.000000 Penalty: 5027.213867
	Iteration 4Q: 3 clusters Score -3157947 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3158374.750000 Penalty: 5027.213867
	Iteration 5Q: 3 clusters Score -3158375 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3158884.250000 Penalty: 5027.213867
	Iteration 6Q: 3 clusters Score -3158884 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3159469.000000 Penalty: 5027.213867
	Iteration 7Q: 3 clusters Score -3159469 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3160248.500000 Penalty: 5027.213867
	Iteration 8F: 3 clusters Score -3160248 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3161186.000000 Penalty: 5027.213867
	Iteration 9F: 3 clusters Score -3161186 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3162212.000000 Penalty: 5027.213867
	Iteration 10F: 3 clusters Score -3162212 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3163081.000000 Penalty: 5027.213867
	Iteration 11Q: 3 clusters Score -3163081 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3163683.500000 Penalty: 5027.213867
	Iteration 12Q: 3 clusters Score -3163684 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3164162.250000 Penalty: 5027.213867
	Iteration 13Q: 3 clusters Score -3164162 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3164479.750000 Penalty: 5027.213867
	Iteration 14Q: 3 clusters Score -3164480 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3164733.000000 Penalty: 5027.213867
	Iteration 15Q: 3 clusters Score -3164733 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3164926.250000 Penalty: 5027.213867
	Iteration 16Q: 3 clusters Score -3164926 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3165076.750000 Penalty: 5027.213867
	Iteration 17Q: 3 clusters Score -3165077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3165218.250000 Penalty: 5027.213867
	Iteration 18Q: 3 clusters Score -3165218 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3165341.250000 Penalty: 5027.213867
	Iteration 19Q: 3 clusters Score -3165341 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3165431.000000 Penalty: 5027.213867
	Iteration 20F: 3 clusters Score -3165431 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3165516.250000 Penalty: 5027.213867
	Iteration 21Q: 3 clusters Score -3165516 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3165598.000000 Penalty: 5027.213867
	Iteration 22Q: 3 clusters Score -3165598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3165656.750000 Penalty: 5027.213867
	Iteration 23Q: 3 clusters Score -3165657 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3165711.500000 Penalty: 5027.213867
	Iteration 24Q: 3 clusters Score -3165712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3165742.250000 Penalty: 5027.213867
	Iteration 25Q: 3 clusters Score -3165742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3165775.250000 Penalty: 5027.213867
	Iteration 26Q: 3 clusters Score -3165775 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3165803.750000 Penalty: 5027.213867
	Iteration 27Q: 3 clusters Score -3165804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3165841.250000 Penalty: 5027.213867
	Iteration 28Q: 3 clusters Score -3165841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3165865.750000 Penalty: 5027.213867
	Iteration 29Q: 3 clusters Score -3165866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3165882.250000 Penalty: 5027.213867
	Iteration 30Q: 3 clusters Score -3165882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3165898.750000 Penalty: 5027.213867
	Iteration 31Q: 3 clusters Score -3165899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3165919.250000 Penalty: 5027.213867
	Iteration 32Q: 3 clusters Score -3165919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3165937.000000 Penalty: 5027.213867
	Iteration 33Q: 3 clusters Score -3165937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3165942.250000 Penalty: 5027.213867
	Iteration 34Q: 3 clusters Score -3165942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3165945.000000 Penalty: 5027.213867
	Iteration 35Q: 3 clusters Score -3165945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3165966.250000 Penalty: 5027.213867
	Iteration 36Q: 3 clusters Score -3165966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3165967.500000 Penalty: 5027.213867
	Iteration 37Q: 3 clusters Score -3165968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3165976.750000 Penalty: 5027.213867
	Iteration 38Q: 3 clusters Score -3165977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3165987.500000 Penalty: 5027.213867
	Iteration 39Q: 3 clusters Score -3165988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3166009.750000 Penalty: 5027.213867
	Iteration 40F: 3 clusters Score -3166010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3166022.250000 Penalty: 5027.213867
	Iteration 41Q: 3 clusters Score -3166022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3166028.250000 Penalty: 5027.213867
	Iteration 42Q: 3 clusters Score -3166028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3166041.750000 Penalty: 5027.213867
	Iteration 43Q: 3 clusters Score -3166042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3166047.000000 Penalty: 5027.213867
	Iteration 44Q: 3 clusters Score -3166047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3166046.500000 Penalty: 5027.213867
	Iteration 45Q: 3 clusters Score -3166046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3166050.500000 Penalty: 5027.213867
	Iteration 46Q: 3 clusters Score -3166050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3166049.250000 Penalty: 5027.213867
	Iteration 47Q: 3 clusters Score -3166049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3166058.000000 Penalty: 5027.213867
	Iteration 48Q: 3 clusters Score -3166058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3166058.500000 Penalty: 5027.213867
	Iteration 49Q: 3 clusters Score -3166058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3166071.250000 Penalty: 5027.213867
	Iteration 50Q: 3 clusters Score -3166071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3166075.750000 Penalty: 5027.213867
	Iteration 51Q: 3 clusters Score -3166076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3166090.500000 Penalty: 5027.213867
	Iteration 52Q: 3 clusters Score -3166090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3166085.500000 Penalty: 5027.213867
	Iteration 53Q: 3 clusters Score -3166086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3166092.500000 Penalty: 5027.213867
	Iteration 54Q: 3 clusters Score -3166092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3166097.250000 Penalty: 5027.213867
	Iteration 55Q: 3 clusters Score -3166097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3166095.750000 Penalty: 5027.213867
	Iteration 56Q: 3 clusters Score -3166096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3166101.250000 Penalty: 5027.213867
	Iteration 57Q: 3 clusters Score -3166101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3166104.250000 Penalty: 5027.213867
	Iteration 58Q: 3 clusters Score -3166104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3166105.250000 Penalty: 5027.213867
	Iteration 59Q: 3 clusters Score -3166105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3166118.500000 Penalty: 5027.213867
	Iteration 60F: 3 clusters Score -3166118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3166128.250000 Penalty: 5027.213867
	Iteration 61Q: 3 clusters Score -3166128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3166137.750000 Penalty: 5027.213867
	Iteration 62Q: 3 clusters Score -3166138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3166141.000000 Penalty: 5027.213867
	Iteration 63Q: 3 clusters Score -3166141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3166143.250000 Penalty: 5027.213867
	Iteration 64Q: 3 clusters Score -3166143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3166142.000000 Penalty: 5027.213867
	Iteration 65Q: 3 clusters Score -3166142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3166143.500000 Penalty: 5027.213867
	Iteration 66Q: 3 clusters Score -3166144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3166151.750000 Penalty: 5027.213867
	Iteration 67Q: 3 clusters Score -3166152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3166155.500000 Penalty: 5027.213867
	Iteration 68Q: 3 clusters Score -3166156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3166161.750000 Penalty: 5027.213867
	Iteration 69Q: 3 clusters Score -3166162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3166166.500000 Penalty: 5027.213867
	Iteration 70Q: 3 clusters Score -3166166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3166161.750000 Penalty: 5027.213867
	Iteration 71Q: 3 clusters Score -3166162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3166165.750000 Penalty: 5027.213867
	Iteration 72Q: 3 clusters Score -3166166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3166166.000000 Penalty: 5027.213867
	Iteration 73Q: 3 clusters Score -3166166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3166167.250000 Penalty: 5027.213867
	Iteration 74Q: 3 clusters Score -3166167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3166166.250000 Penalty: 5027.213867
	Iteration 75Q: 3 clusters Score -3166166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3166167.500000 Penalty: 5027.213867
	Iteration 76Q: 3 clusters Score -3166168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3166168.500000 Penalty: 5027.213867
	Iteration 77Q: 3 clusters Score -3166168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3166167.250000 Penalty: 5027.213867
	Iteration 78Q: 3 clusters Score -3166167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3166162.750000 Penalty: 5027.213867
	Iteration 79Q: 3 clusters Score -3166163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3166167.500000 Penalty: 5027.213867
	Iteration 80F: 3 clusters Score -3166168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3166168.750000 Penalty: 5027.213867
	Iteration 81Q: 3 clusters Score -3166169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3166171.750000 Penalty: 5027.213867
	Iteration 82Q: 3 clusters Score -3166172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3166178.750000 Penalty: 5027.213867
	Iteration 83Q: 3 clusters Score -3166179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3166177.500000 Penalty: 5027.213867
	Iteration 84Q: 3 clusters Score -3166178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3166179.250000 Penalty: 5027.213867
	Iteration 85Q: 3 clusters Score -3166179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3166178.250000 Penalty: 5027.213867
	Iteration 86Q: 3 clusters Score -3166178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3166176.500000 Penalty: 5027.213867
	Iteration 87Q: 3 clusters Score -3166176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3166176.250000 Penalty: 5027.213867
	Iteration 88Q: 3 clusters Score -3166176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3166179.750000 Penalty: 5027.213867
	Iteration 89Q: 3 clusters Score -3166180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3166180.500000 Penalty: 5027.213867
	Iteration 90Q: 3 clusters Score -3166180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3166178.500000 Penalty: 5027.213867
	Iteration 91Q: 3 clusters Score -3166178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3166180.500000 Penalty: 5027.213867
	Iteration 92Q: 3 clusters Score -3166180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3166177.250000 Penalty: 5027.213867
	Iteration 93Q: 3 clusters Score -3166177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3166177.250000 Penalty: 5027.213867
	Iteration 94F: 3 clusters Score -3166177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164839 members 
Entering Unmasked Estep 
Score: -20376748.000000 Penalty: 2979.155762
	Iteration 0F: 2 clusters Score -2.037675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -20266174.000000 Penalty: 5958.311523
	Iteration 0F: 3 clusters Score -2.026617e+07 nChanged 78987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -20312458.000000 Penalty: 5958.311523
	Iteration 1F: 3 clusters Score -2.031246e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -20313574.000000 Penalty: 5958.311523
	Iteration 2Q: 3 clusters Score -2.031357e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -20314928.000000 Penalty: 5958.311523
	Iteration 3Q: 3 clusters Score -2.031493e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -20316560.000000 Penalty: 5958.311523
	Iteration 4Q: 3 clusters Score -2.031656e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -20318932.000000 Penalty: 5958.311523
	Iteration 5Q: 3 clusters Score -2.031893e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -20323186.000000 Penalty: 5958.311523
	Iteration 6Q: 3 clusters Score -2.032319e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -20329118.000000 Penalty: 5958.311523
	Iteration 7F: 3 clusters Score -2.032912e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -20337054.000000 Penalty: 5958.311523
	Iteration 8F: 3 clusters Score -2.033705e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 121224 members 
Entering Unmasked Estep 
Score: -20345318.000000 Penalty: 5958.311523
	Iteration 9F: 3 clusters Score -2.034532e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -20352348.000000 Penalty: 5958.311523
	Iteration 10F: 3 clusters Score -2.035235e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -20357594.000000 Penalty: 5958.311523
	Iteration 11Q: 3 clusters Score -2.035759e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -20361314.000000 Penalty: 5958.311523
	Iteration 12Q: 3 clusters Score -2.036131e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 143925 members 
Entering Unmasked Estep 
Score: -20363938.000000 Penalty: 5958.311523
	Iteration 13Q: 3 clusters Score -2.036394e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -20366094.000000 Penalty: 5958.311523
	Iteration 14Q: 3 clusters Score -2.036609e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -20367826.000000 Penalty: 5958.311523
	Iteration 15Q: 3 clusters Score -2.036783e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -20369130.000000 Penalty: 5958.311523
	Iteration 16Q: 3 clusters Score -2.036913e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -20370450.000000 Penalty: 5958.311523
	Iteration 17Q: 3 clusters Score -2.037045e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -20371360.000000 Penalty: 5958.311523
	Iteration 18Q: 3 clusters Score -2.037136e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -20372060.000000 Penalty: 5958.311523
	Iteration 19Q: 3 clusters Score -2.037206e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -20372684.000000 Penalty: 5958.311523
	Iteration 20F: 3 clusters Score -2.037268e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -20373146.000000 Penalty: 5958.311523
	Iteration 21Q: 3 clusters Score -2.037315e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -20373384.000000 Penalty: 5958.311523
	Iteration 22Q: 3 clusters Score -2.037338e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -20373706.000000 Penalty: 5958.311523
	Iteration 23Q: 3 clusters Score -2.037371e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -20373778.000000 Penalty: 5958.311523
	Iteration 24Q: 3 clusters Score -2.037378e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -20373904.000000 Penalty: 5958.311523
	Iteration 25Q: 3 clusters Score -2.03739e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -20373944.000000 Penalty: 5958.311523
	Iteration 26Q: 3 clusters Score -2.037394e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -20374038.000000 Penalty: 5958.311523
	Iteration 27Q: 3 clusters Score -2.037404e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 162426 members 
Entering Unmasked Estep 
Score: -20374126.000000 Penalty: 5958.311523
	Iteration 28Q: 3 clusters Score -2.037413e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -20374114.000000 Penalty: 5958.311523
	Iteration 29Q: 3 clusters Score -2.037411e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -20374158.000000 Penalty: 5958.311523
	Iteration 30Q: 3 clusters Score -2.037416e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -20374182.000000 Penalty: 5958.311523
	Iteration 31Q: 3 clusters Score -2.037418e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -20374192.000000 Penalty: 5958.311523
	Iteration 32Q: 3 clusters Score -2.037419e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -20374226.000000 Penalty: 5958.311523
	Iteration 33Q: 3 clusters Score -2.037423e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -20374256.000000 Penalty: 5958.311523
	Iteration 34Q: 3 clusters Score -2.037426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 162971 members 
Entering Unmasked Estep 
Score: -20374246.000000 Penalty: 5958.311523
	Iteration 35Q: 3 clusters Score -2.037425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -20374278.000000 Penalty: 5958.311523
	Iteration 36Q: 3 clusters Score -2.037428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -20374264.000000 Penalty: 5958.311523
	Iteration 37Q: 3 clusters Score -2.037426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -20374288.000000 Penalty: 5958.311523
	Iteration 38Q: 3 clusters Score -2.037429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -20374300.000000 Penalty: 5958.311523
	Iteration 39Q: 3 clusters Score -2.03743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 163108 members 
Entering Unmasked Estep 
Score: -20374302.000000 Penalty: 5958.311523
	Iteration 40F: 3 clusters Score -2.03743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -20374306.000000 Penalty: 5958.311523
	Iteration 41Q: 3 clusters Score -2.037431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -20374304.000000 Penalty: 5958.311523
	Iteration 42Q: 3 clusters Score -2.03743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -20374342.000000 Penalty: 5958.311523
	Iteration 43Q: 3 clusters Score -2.037434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -20374352.000000 Penalty: 5958.311523
	Iteration 44Q: 3 clusters Score -2.037435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -20374348.000000 Penalty: 5958.311523
	Iteration 45Q: 3 clusters Score -2.037435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -20374352.000000 Penalty: 5958.311523
	Iteration 46Q: 3 clusters Score -2.037435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -20374376.000000 Penalty: 5958.311523
	Iteration 47Q: 3 clusters Score -2.037438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -20374366.000000 Penalty: 5958.311523
	Iteration 48Q: 3 clusters Score -2.037437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -20374370.000000 Penalty: 5958.311523
	Iteration 49Q: 3 clusters Score -2.037437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -20374368.000000 Penalty: 5958.311523
	Iteration 50Q: 3 clusters Score -2.037437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -20374366.000000 Penalty: 5958.311523
	Iteration 51Q: 3 clusters Score -2.037437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -20374368.000000 Penalty: 5958.311523
	Iteration 52Q: 3 clusters Score -2.037437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -20374368.000000 Penalty: 5958.311523
	Iteration 53Q: 3 clusters Score -2.037437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -20374362.000000 Penalty: 5958.311523
	Iteration 54Q: 3 clusters Score -2.037436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -20374364.000000 Penalty: 5958.311523
	Iteration 55Q: 3 clusters Score -2.037436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -20374362.000000 Penalty: 5958.311523
	Iteration 56Q: 3 clusters Score -2.037436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -20374360.000000 Penalty: 5958.311523
	Iteration 57Q: 3 clusters Score -2.037436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -20374356.000000 Penalty: 5958.311523
	Iteration 58Q: 3 clusters Score -2.037436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 163306 members 
Entering Unmasked Estep 
Score: -20374374.000000 Penalty: 5958.311523
	Iteration 59Q: 3 clusters Score -2.037437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -20374376.000000 Penalty: 5958.311523
	Iteration 60F: 3 clusters Score -2.037438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -20374384.000000 Penalty: 5958.311523
	Iteration 61Q: 3 clusters Score -2.037438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -20374364.000000 Penalty: 5958.311523
	Iteration 62Q: 3 clusters Score -2.037436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -20374384.000000 Penalty: 5958.311523
	Iteration 63Q: 3 clusters Score -2.037438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -20374376.000000 Penalty: 5958.311523
	Iteration 64Q: 3 clusters Score -2.037438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -20374372.000000 Penalty: 5958.311523
	Iteration 65Q: 3 clusters Score -2.037437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 163359 members 
Entering Unmasked Estep 
Score: -20374384.000000 Penalty: 5958.311523
	Iteration 66Q: 3 clusters Score -2.037438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -20374374.000000 Penalty: 5958.311523
	Iteration 67Q: 3 clusters Score -2.037437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -20374370.000000 Penalty: 5958.311523
	Iteration 68Q: 3 clusters Score -2.037437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20374380.000000 Penalty: 5958.311523
	Iteration 69Q: 3 clusters Score -2.037438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20374394.000000 Penalty: 5958.311523
	Iteration 70Q: 3 clusters Score -2.037439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -20374376.000000 Penalty: 5958.311523
	Iteration 71Q: 3 clusters Score -2.037438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -20374372.000000 Penalty: 5958.311523
	Iteration 72Q: 3 clusters Score -2.037437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -20374358.000000 Penalty: 5958.311523
	Iteration 73Q: 3 clusters Score -2.037436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -20374366.000000 Penalty: 5958.311523
	Iteration 74Q: 3 clusters Score -2.037437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -20374354.000000 Penalty: 5958.311523
	Iteration 75Q: 3 clusters Score -2.037435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -20374356.000000 Penalty: 5958.311523
	Iteration 76Q: 3 clusters Score -2.037436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -20374340.000000 Penalty: 5958.311523
	Iteration 77Q: 3 clusters Score -2.037434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -20374338.000000 Penalty: 5958.311523
	Iteration 78Q: 3 clusters Score -2.037434e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -20374360.000000 Penalty: 5958.311523
	Iteration 79Q: 3 clusters Score -2.037436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 163476 members 
Entering Unmasked Estep 
Score: -20374338.000000 Penalty: 5958.311523
	Iteration 80F: 3 clusters Score -2.037434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 163484 members 
Entering Unmasked Estep 
Score: -20374354.000000 Penalty: 5958.311523
	Iteration 81Q: 3 clusters Score -2.037435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -20374356.000000 Penalty: 5958.311523
	Iteration 82Q: 3 clusters Score -2.037436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -20374372.000000 Penalty: 5958.311523
	Iteration 83Q: 3 clusters Score -2.037437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -20374376.000000 Penalty: 5958.311523
	Iteration 84Q: 3 clusters Score -2.037438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -20374398.000000 Penalty: 5958.311523
	Iteration 85Q: 3 clusters Score -2.03744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -20374378.000000 Penalty: 5958.311523
	Iteration 86Q: 3 clusters Score -2.037438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -20374380.000000 Penalty: 5958.311523
	Iteration 87Q: 3 clusters Score -2.037438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -20374374.000000 Penalty: 5958.311523
	Iteration 88Q: 3 clusters Score -2.037437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -20374374.000000 Penalty: 5958.311523
	Iteration 89Q: 3 clusters Score -2.037437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -20374364.000000 Penalty: 5958.311523
	Iteration 90Q: 3 clusters Score -2.037436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -20374364.000000 Penalty: 5958.311523
	Iteration 91F: 3 clusters Score -2.037436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Entering Unmasked Estep 
Score: -2319083.000000 Penalty: 2433.002686
	Iteration 0F: 2 clusters Score -2319083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2306214.250000 Penalty: 4866.005371
	Iteration 0F: 3 clusters Score -2306214 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2310461.750000 Penalty: 4866.005371
	Iteration 1F: 3 clusters Score -2310462 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2310857.750000 Penalty: 4866.005371
	Iteration 2F: 3 clusters Score -2310858 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2311249.500000 Penalty: 4866.005371
	Iteration 3Q: 3 clusters Score -2311250 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2311749.000000 Penalty: 4866.005371
	Iteration 4F: 3 clusters Score -2311749 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2312359.500000 Penalty: 4866.005371
	Iteration 5F: 3 clusters Score -2312360 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2313039.250000 Penalty: 4866.005371
	Iteration 6F: 3 clusters Score -2313039 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2313795.000000 Penalty: 4866.005371
	Iteration 7F: 3 clusters Score -2313795 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2314563.750000 Penalty: 4866.005371
	Iteration 8F: 3 clusters Score -2314564 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2315316.250000 Penalty: 4866.005371
	Iteration 9F: 3 clusters Score -2315316 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2315967.250000 Penalty: 4866.005371
	Iteration 10Q: 3 clusters Score -2315967 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2316424.500000 Penalty: 4866.005371
	Iteration 11Q: 3 clusters Score -2316424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2316685.000000 Penalty: 4866.005371
	Iteration 12Q: 3 clusters Score -2316685 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2316819.750000 Penalty: 4866.005371
	Iteration 13Q: 3 clusters Score -2316820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2316914.250000 Penalty: 4866.005371
	Iteration 14Q: 3 clusters Score -2316914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2316976.750000 Penalty: 4866.005371
	Iteration 15Q: 3 clusters Score -2316977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2317033.000000 Penalty: 4866.005371
	Iteration 16Q: 3 clusters Score -2317033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2317060.500000 Penalty: 4866.005371
	Iteration 17Q: 3 clusters Score -2317060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2317081.500000 Penalty: 4866.005371
	Iteration 18Q: 3 clusters Score -2317082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2317090.500000 Penalty: 4866.005371
	Iteration 19Q: 3 clusters Score -2317090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2317108.750000 Penalty: 4866.005371
	Iteration 20F: 3 clusters Score -2317109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2317119.500000 Penalty: 4866.005371
	Iteration 21Q: 3 clusters Score -2317120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2317128.750000 Penalty: 4866.005371
	Iteration 22Q: 3 clusters Score -2317129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2317140.250000 Penalty: 4866.005371
	Iteration 23Q: 3 clusters Score -2317140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2317139.750000 Penalty: 4866.005371
	Iteration 24Q: 3 clusters Score -2317140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2317153.750000 Penalty: 4866.005371
	Iteration 25Q: 3 clusters Score -2317154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2317157.500000 Penalty: 4866.005371
	Iteration 26Q: 3 clusters Score -2317158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2317164.250000 Penalty: 4866.005371
	Iteration 27Q: 3 clusters Score -2317164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2317169.750000 Penalty: 4866.005371
	Iteration 28Q: 3 clusters Score -2317170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2317179.000000 Penalty: 4866.005371
	Iteration 29Q: 3 clusters Score -2317179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2317186.250000 Penalty: 4866.005371
	Iteration 30Q: 3 clusters Score -2317186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2317194.500000 Penalty: 4866.005371
	Iteration 31Q: 3 clusters Score -2317194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2317204.500000 Penalty: 4866.005371
	Iteration 32Q: 3 clusters Score -2317204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2317212.000000 Penalty: 4866.005371
	Iteration 33Q: 3 clusters Score -2317212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2317213.500000 Penalty: 4866.005371
	Iteration 34Q: 3 clusters Score -2317214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2317222.750000 Penalty: 4866.005371
	Iteration 35Q: 3 clusters Score -2317223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2317224.500000 Penalty: 4866.005371
	Iteration 36Q: 3 clusters Score -2317224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2317226.500000 Penalty: 4866.005371
	Iteration 37Q: 3 clusters Score -2317226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2317237.000000 Penalty: 4866.005371
	Iteration 38Q: 3 clusters Score -2317237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2317238.750000 Penalty: 4866.005371
	Iteration 39Q: 3 clusters Score -2317239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2317242.750000 Penalty: 4866.005371
	Iteration 40F: 3 clusters Score -2317243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2317246.000000 Penalty: 4866.005371
	Iteration 41Q: 3 clusters Score -2317246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2317248.500000 Penalty: 4866.005371
	Iteration 42Q: 3 clusters Score -2317248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2317251.250000 Penalty: 4866.005371
	Iteration 43Q: 3 clusters Score -2317251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2317250.250000 Penalty: 4866.005371
	Iteration 44Q: 3 clusters Score -2317250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2317249.750000 Penalty: 4866.005371
	Iteration 45Q: 3 clusters Score -2317250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2317250.500000 Penalty: 4866.005371
	Iteration 46Q: 3 clusters Score -2317250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2317247.250000 Penalty: 4866.005371
	Iteration 47Q: 3 clusters Score -2317247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2317248.500000 Penalty: 4866.005371
	Iteration 48Q: 3 clusters Score -2317248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2317248.500000 Penalty: 4866.005371
	Iteration 49F: 3 clusters Score -2317248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (87530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Entering Unmasked Estep 
Score: -11059806.000000 Penalty: 2822.174805
	Iteration 0F: 2 clusters Score -1.105981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -11001319.000000 Penalty: 5644.349609
	Iteration 0F: 3 clusters Score -1.100132e+07 nChanged 41125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -11025275.000000 Penalty: 5644.349609
	Iteration 1F: 3 clusters Score -1.102528e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -11026467.000000 Penalty: 5644.349609
	Iteration 2Q: 3 clusters Score -1.102647e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -11028207.000000 Penalty: 5644.349609
	Iteration 3Q: 3 clusters Score -1.102821e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -11030538.000000 Penalty: 5644.349609
	Iteration 4Q: 3 clusters Score -1.103054e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -11033369.000000 Penalty: 5644.349609
	Iteration 5F: 3 clusters Score -1.103337e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -11036611.000000 Penalty: 5644.349609
	Iteration 6F: 3 clusters Score -1.103661e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -11039783.000000 Penalty: 5644.349609
	Iteration 7F: 3 clusters Score -1.103978e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -11043051.000000 Penalty: 5644.349609
	Iteration 8F: 3 clusters Score -1.104305e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -11045637.000000 Penalty: 5644.349609
	Iteration 9Q: 3 clusters Score -1.104564e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -11047164.000000 Penalty: 5644.349609
	Iteration 10Q: 3 clusters Score -1.104716e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -11048092.000000 Penalty: 5644.349609
	Iteration 11Q: 3 clusters Score -1.104809e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -11048560.000000 Penalty: 5644.349609
	Iteration 12Q: 3 clusters Score -1.104856e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -11048856.000000 Penalty: 5644.349609
	Iteration 13Q: 3 clusters Score -1.104886e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -11049112.000000 Penalty: 5644.349609
	Iteration 14Q: 3 clusters Score -1.104911e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -11049451.000000 Penalty: 5644.349609
	Iteration 15Q: 3 clusters Score -1.104945e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -11049740.000000 Penalty: 5644.349609
	Iteration 16Q: 3 clusters Score -1.104974e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -11050078.000000 Penalty: 5644.349609
	Iteration 17Q: 3 clusters Score -1.105008e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -11050558.000000 Penalty: 5644.349609
	Iteration 18Q: 3 clusters Score -1.105056e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -11050989.000000 Penalty: 5644.349609
	Iteration 19Q: 3 clusters Score -1.105099e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -11051451.000000 Penalty: 5644.349609
	Iteration 20F: 3 clusters Score -1.105145e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -11051996.000000 Penalty: 5644.349609
	Iteration 21Q: 3 clusters Score -1.1052e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -11052715.000000 Penalty: 5644.349609
	Iteration 22Q: 3 clusters Score -1.105272e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -11053365.000000 Penalty: 5644.349609
	Iteration 23Q: 3 clusters Score -1.105336e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -11054005.000000 Penalty: 5644.349609
	Iteration 24Q: 3 clusters Score -1.1054e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -11054518.000000 Penalty: 5644.349609
	Iteration 25Q: 3 clusters Score -1.105452e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -11054950.000000 Penalty: 5644.349609
	Iteration 26Q: 3 clusters Score -1.105495e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -11055239.000000 Penalty: 5644.349609
	Iteration 27Q: 3 clusters Score -1.105524e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -11055411.000000 Penalty: 5644.349609
	Iteration 28Q: 3 clusters Score -1.105541e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -11055505.000000 Penalty: 5644.349609
	Iteration 29Q: 3 clusters Score -1.10555e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -11055586.000000 Penalty: 5644.349609
	Iteration 30Q: 3 clusters Score -1.105559e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -11055637.000000 Penalty: 5644.349609
	Iteration 31Q: 3 clusters Score -1.105564e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -11055630.000000 Penalty: 5644.349609
	Iteration 32Q: 3 clusters Score -1.105563e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -11055657.000000 Penalty: 5644.349609
	Iteration 33Q: 3 clusters Score -1.105566e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -11055661.000000 Penalty: 5644.349609
	Iteration 34Q: 3 clusters Score -1.105566e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -11055660.000000 Penalty: 5644.349609
	Iteration 35Q: 3 clusters Score -1.105566e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -11055680.000000 Penalty: 5644.349609
	Iteration 36Q: 3 clusters Score -1.105568e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -11055721.000000 Penalty: 5644.349609
	Iteration 37Q: 3 clusters Score -1.105572e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -11055734.000000 Penalty: 5644.349609
	Iteration 38Q: 3 clusters Score -1.105573e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -11055745.000000 Penalty: 5644.349609
	Iteration 39Q: 3 clusters Score -1.105574e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -11055756.000000 Penalty: 5644.349609
	Iteration 40F: 3 clusters Score -1.105576e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -11055743.000000 Penalty: 5644.349609
	Iteration 41Q: 3 clusters Score -1.105574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -11055719.000000 Penalty: 5644.349609
	Iteration 42Q: 3 clusters Score -1.105572e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -11055750.000000 Penalty: 5644.349609
	Iteration 43Q: 3 clusters Score -1.105575e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -11055755.000000 Penalty: 5644.349609
	Iteration 44Q: 3 clusters Score -1.105576e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -11055769.000000 Penalty: 5644.349609
	Iteration 45Q: 3 clusters Score -1.105577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -11055768.000000 Penalty: 5644.349609
	Iteration 46Q: 3 clusters Score -1.105577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -11055773.000000 Penalty: 5644.349609
	Iteration 47Q: 3 clusters Score -1.105577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -11055765.000000 Penalty: 5644.349609
	Iteration 48Q: 3 clusters Score -1.105576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -11055775.000000 Penalty: 5644.349609
	Iteration 49Q: 3 clusters Score -1.105578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -11055772.000000 Penalty: 5644.349609
	Iteration 50Q: 3 clusters Score -1.105577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -11055768.000000 Penalty: 5644.349609
	Iteration 51Q: 3 clusters Score -1.105577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -11055771.000000 Penalty: 5644.349609
	Iteration 52Q: 3 clusters Score -1.105577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -11055776.000000 Penalty: 5644.349609
	Iteration 53Q: 3 clusters Score -1.105578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -11055783.000000 Penalty: 5644.349609
	Iteration 54Q: 3 clusters Score -1.105578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -11055778.000000 Penalty: 5644.349609
	Iteration 55Q: 3 clusters Score -1.105578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -11055769.000000 Penalty: 5644.349609
	Iteration 56Q: 3 clusters Score -1.105577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -11055767.000000 Penalty: 5644.349609
	Iteration 57Q: 3 clusters Score -1.105577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -11055771.000000 Penalty: 5644.349609
	Iteration 58Q: 3 clusters Score -1.105577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -11055780.000000 Penalty: 5644.349609
	Iteration 59Q: 3 clusters Score -1.105578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -11055787.000000 Penalty: 5644.349609
	Iteration 60F: 3 clusters Score -1.105579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -11055806.000000 Penalty: 5644.349609
	Iteration 61Q: 3 clusters Score -1.105581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -11055793.000000 Penalty: 5644.349609
	Iteration 62Q: 3 clusters Score -1.105579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -11055782.000000 Penalty: 5644.349609
	Iteration 63Q: 3 clusters Score -1.105578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -11055784.000000 Penalty: 5644.349609
	Iteration 64Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -11055789.000000 Penalty: 5644.349609
	Iteration 65Q: 3 clusters Score -1.105579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -11055787.000000 Penalty: 5644.349609
	Iteration 66Q: 3 clusters Score -1.105579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -11055780.000000 Penalty: 5644.349609
	Iteration 67Q: 3 clusters Score -1.105578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -11055786.000000 Penalty: 5644.349609
	Iteration 68Q: 3 clusters Score -1.105579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -11055781.000000 Penalty: 5644.349609
	Iteration 69Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -11055773.000000 Penalty: 5644.349609
	Iteration 70Q: 3 clusters Score -1.105577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -11055766.000000 Penalty: 5644.349609
	Iteration 71Q: 3 clusters Score -1.105577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -11055770.000000 Penalty: 5644.349609
	Iteration 72Q: 3 clusters Score -1.105577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -11055764.000000 Penalty: 5644.349609
	Iteration 73Q: 3 clusters Score -1.105576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -11055771.000000 Penalty: 5644.349609
	Iteration 74Q: 3 clusters Score -1.105577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -11055783.000000 Penalty: 5644.349609
	Iteration 75Q: 3 clusters Score -1.105578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -11055786.000000 Penalty: 5644.349609
	Iteration 76Q: 3 clusters Score -1.105579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -11055775.000000 Penalty: 5644.349609
	Iteration 77Q: 3 clusters Score -1.105578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -11055773.000000 Penalty: 5644.349609
	Iteration 78Q: 3 clusters Score -1.105577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -11055777.000000 Penalty: 5644.349609
	Iteration 79Q: 3 clusters Score -1.105578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -11055777.000000 Penalty: 5644.349609
	Iteration 80F: 3 clusters Score -1.105578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -11055767.000000 Penalty: 5644.349609
	Iteration 81Q: 3 clusters Score -1.105577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -11055773.000000 Penalty: 5644.349609
	Iteration 82Q: 3 clusters Score -1.105577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -11055775.000000 Penalty: 5644.349609
	Iteration 83Q: 3 clusters Score -1.105578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -11055777.000000 Penalty: 5644.349609
	Iteration 84Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -11055781.000000 Penalty: 5644.349609
	Iteration 85Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -11055786.000000 Penalty: 5644.349609
	Iteration 86Q: 3 clusters Score -1.105579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -11055782.000000 Penalty: 5644.349609
	Iteration 87Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -11055781.000000 Penalty: 5644.349609
	Iteration 88Q: 3 clusters Score -1.105578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -11055785.000000 Penalty: 5644.349609
	Iteration 89Q: 3 clusters Score -1.105578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -11055775.000000 Penalty: 5644.349609
	Iteration 90Q: 3 clusters Score -1.105578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -11055781.000000 Penalty: 5644.349609
	Iteration 91Q: 3 clusters Score -1.105578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -11055779.000000 Penalty: 5644.349609
	Iteration 92Q: 3 clusters Score -1.105578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -11055779.000000 Penalty: 5644.349609
	Iteration 93F: 3 clusters Score -1.105578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (329652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329652 members 
Entering Unmasked Estep 
Score: -41325488.000000 Penalty: 3151.036621
	Iteration 0F: 2 clusters Score -4.132549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -41118120.000000 Penalty: 6302.073242
	Iteration 0F: 3 clusters Score -4.111812e+07 nChanged 159876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -41212988.000000 Penalty: 6302.073242
	Iteration 1F: 3 clusters Score -4.121299e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 165460 members 
Entering Unmasked Estep 
Score: -41215344.000000 Penalty: 6302.073242
	Iteration 2Q: 3 clusters Score -4.121534e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -41218072.000000 Penalty: 6302.073242
	Iteration 3Q: 3 clusters Score -4.121807e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -41222024.000000 Penalty: 6302.073242
	Iteration 4Q: 3 clusters Score -4.122202e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -41227464.000000 Penalty: 6302.073242
	Iteration 5Q: 3 clusters Score -4.122746e+07 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 167153 members 
Entering Unmasked Estep 
Score: -41234396.000000 Penalty: 6302.073242
	Iteration 6Q: 3 clusters Score -4.12344e+07 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 167266 members 
Entering Unmasked Estep 
Score: -41243616.000000 Penalty: 6302.073242
	Iteration 7F: 3 clusters Score -4.124362e+07 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -41255420.000000 Penalty: 6302.073242
	Iteration 8F: 3 clusters Score -4.125542e+07 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 165228 members 
Entering Unmasked Estep 
Score: -41267912.000000 Penalty: 6302.073242
	Iteration 9F: 3 clusters Score -4.126791e+07 nChanged 17319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -41276620.000000 Penalty: 6302.073242
	Iteration 10F: 3 clusters Score -4.127662e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -41280744.000000 Penalty: 6302.073242
	Iteration 11Q: 3 clusters Score -4.128074e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -41282100.000000 Penalty: 6302.073242
	Iteration 12Q: 3 clusters Score -4.12821e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173641 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -41282892.000000 Penalty: 6302.073242
	Iteration 13Q: 3 clusters Score -4.128289e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175855 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -41283152.000000 Penalty: 6302.073242
	Iteration 14Q: 3 clusters Score -4.128315e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 151549 members 
Entering Unmasked Estep 
Score: -41283412.000000 Penalty: 6302.073242
	Iteration 15Q: 3 clusters Score -4.128341e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180559 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -41283740.000000 Penalty: 6302.073242
	Iteration 16Q: 3 clusters Score -4.128374e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -41284196.000000 Penalty: 6302.073242
	Iteration 17Q: 3 clusters Score -4.12842e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186037 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -41284652.000000 Penalty: 6302.073242
	Iteration 18Q: 3 clusters Score -4.128465e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189031 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -41285240.000000 Penalty: 6302.073242
	Iteration 19Q: 3 clusters Score -4.128524e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192279 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -41286012.000000 Penalty: 6302.073242
	Iteration 20F: 3 clusters Score -4.128601e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 134014 members 
Entering Unmasked Estep 
Score: -41286560.000000 Penalty: 6302.073242
	Iteration 21Q: 3 clusters Score -4.128656e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199318 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
Score: -41287196.000000 Penalty: 6302.073242
	Iteration 22Q: 3 clusters Score -4.12872e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203136 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -41288056.000000 Penalty: 6302.073242
	Iteration 23Q: 3 clusters Score -4.128806e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207111 members 
Mstep: Class 2 contains 122541 members 
Entering Unmasked Estep 
Score: -41288744.000000 Penalty: 6302.073242
	Iteration 24Q: 3 clusters Score -4.128874e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -41289544.000000 Penalty: 6302.073242
	Iteration 25Q: 3 clusters Score -4.128954e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215631 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -41290528.000000 Penalty: 6302.073242
	Iteration 26Q: 3 clusters Score -4.129053e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220082 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -41291620.000000 Penalty: 6302.073242
	Iteration 27Q: 3 clusters Score -4.129162e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224669 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -41293008.000000 Penalty: 6302.073242
	Iteration 28Q: 3 clusters Score -4.129301e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229605 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -41294208.000000 Penalty: 6302.073242
	Iteration 29Q: 3 clusters Score -4.129421e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234826 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -41295580.000000 Penalty: 6302.073242
	Iteration 30Q: 3 clusters Score -4.129558e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240259 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -41297396.000000 Penalty: 6302.073242
	Iteration 31Q: 3 clusters Score -4.12974e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245868 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -41298992.000000 Penalty: 6302.073242
	Iteration 32Q: 3 clusters Score -4.129899e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251646 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -41300484.000000 Penalty: 6302.073242
	Iteration 33Q: 3 clusters Score -4.130048e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257470 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -41302492.000000 Penalty: 6302.073242
	Iteration 34Q: 3 clusters Score -4.130249e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263305 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -41304152.000000 Penalty: 6302.073242
	Iteration 35Q: 3 clusters Score -4.130415e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269074 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -41305904.000000 Penalty: 6302.073242
	Iteration 36Q: 3 clusters Score -4.13059e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274704 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -41307476.000000 Penalty: 6302.073242
	Iteration 37Q: 3 clusters Score -4.130748e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280230 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -41309384.000000 Penalty: 6302.073242
	Iteration 38Q: 3 clusters Score -4.130938e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285467 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -41311180.000000 Penalty: 6302.073242
	Iteration 39Q: 3 clusters Score -4.131118e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290340 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -41313168.000000 Penalty: 6302.073242
	Iteration 40F: 3 clusters Score -4.131317e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295009 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -41314736.000000 Penalty: 6302.073242
	Iteration 41Q: 3 clusters Score -4.131474e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299430 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -41316352.000000 Penalty: 6302.073242
	Iteration 42Q: 3 clusters Score -4.131635e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303345 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -41317440.000000 Penalty: 6302.073242
	Iteration 43Q: 3 clusters Score -4.131744e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306762 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -41318572.000000 Penalty: 6302.073242
	Iteration 44Q: 3 clusters Score -4.131857e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309860 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -41319644.000000 Penalty: 6302.073242
	Iteration 45Q: 3 clusters Score -4.131964e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312633 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -41320556.000000 Penalty: 6302.073242
	Iteration 46Q: 3 clusters Score -4.132056e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314919 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -41321152.000000 Penalty: 6302.073242
	Iteration 47Q: 3 clusters Score -4.132115e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316857 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -41322032.000000 Penalty: 6302.073242
	Iteration 48Q: 3 clusters Score -4.132203e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318464 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -41322500.000000 Penalty: 6302.073242
	Iteration 49Q: 3 clusters Score -4.13225e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319799 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -41322864.000000 Penalty: 6302.073242
	Iteration 50Q: 3 clusters Score -4.132286e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320885 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -41323284.000000 Penalty: 6302.073242
	Iteration 51Q: 3 clusters Score -4.132328e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321833 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -41323584.000000 Penalty: 6302.073242
	Iteration 52Q: 3 clusters Score -4.132358e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322606 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -41323760.000000 Penalty: 6302.073242
	Iteration 53Q: 3 clusters Score -4.132376e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323191 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -41323804.000000 Penalty: 6302.073242
	Iteration 54Q: 3 clusters Score -4.13238e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323679 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -41323828.000000 Penalty: 6302.073242
	Iteration 55Q: 3 clusters Score -4.132383e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324104 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -41323820.000000 Penalty: 6302.073242
	Iteration 56Q: 3 clusters Score -4.132382e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324471 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 57Q: 3 clusters Score -4.132388e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324765 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -41323956.000000 Penalty: 6302.073242
	Iteration 58Q: 3 clusters Score -4.132396e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324994 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -41323972.000000 Penalty: 6302.073242
	Iteration 59Q: 3 clusters Score -4.132397e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325186 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -41323932.000000 Penalty: 6302.073242
	Iteration 60F: 3 clusters Score -4.132393e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325346 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -41323892.000000 Penalty: 6302.073242
	Iteration 61Q: 3 clusters Score -4.132389e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325476 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -41323920.000000 Penalty: 6302.073242
	Iteration 62Q: 3 clusters Score -4.132392e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325591 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 63Q: 3 clusters Score -4.132388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325674 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -41323840.000000 Penalty: 6302.073242
	Iteration 64Q: 3 clusters Score -4.132384e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325761 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -41323816.000000 Penalty: 6302.073242
	Iteration 65Q: 3 clusters Score -4.132382e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325842 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -41323840.000000 Penalty: 6302.073242
	Iteration 66Q: 3 clusters Score -4.132384e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325893 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -41323832.000000 Penalty: 6302.073242
	Iteration 67Q: 3 clusters Score -4.132383e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325940 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 68Q: 3 clusters Score -4.132388e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325977 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -41323904.000000 Penalty: 6302.073242
	Iteration 69Q: 3 clusters Score -4.13239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326000 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -41323908.000000 Penalty: 6302.073242
	Iteration 70Q: 3 clusters Score -4.132391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326026 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -41323916.000000 Penalty: 6302.073242
	Iteration 71Q: 3 clusters Score -4.132392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326058 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 72Q: 3 clusters Score -4.132388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326090 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -41323940.000000 Penalty: 6302.073242
	Iteration 73Q: 3 clusters Score -4.132394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326131 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -41323888.000000 Penalty: 6302.073242
	Iteration 74Q: 3 clusters Score -4.132389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326156 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -41323900.000000 Penalty: 6302.073242
	Iteration 75Q: 3 clusters Score -4.13239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326178 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -41323860.000000 Penalty: 6302.073242
	Iteration 76Q: 3 clusters Score -4.132386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326193 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -41323860.000000 Penalty: 6302.073242
	Iteration 77Q: 3 clusters Score -4.132386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326209 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -41323872.000000 Penalty: 6302.073242
	Iteration 78Q: 3 clusters Score -4.132387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326223 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 79Q: 3 clusters Score -4.132388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326239 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -41323860.000000 Penalty: 6302.073242
	Iteration 80F: 3 clusters Score -4.132386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326245 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 81Q: 3 clusters Score -4.132388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326250 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -41323872.000000 Penalty: 6302.073242
	Iteration 82Q: 3 clusters Score -4.132387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326254 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -41323864.000000 Penalty: 6302.073242
	Iteration 83Q: 3 clusters Score -4.132386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326257 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -41323856.000000 Penalty: 6302.073242
	Iteration 84Q: 3 clusters Score -4.132386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326262 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -41323856.000000 Penalty: 6302.073242
	Iteration 85Q: 3 clusters Score -4.132386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326268 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -41323856.000000 Penalty: 6302.073242
	Iteration 86Q: 3 clusters Score -4.132386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326270 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -41323860.000000 Penalty: 6302.073242
	Iteration 87Q: 3 clusters Score -4.132386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326274 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -41323868.000000 Penalty: 6302.073242
	Iteration 88Q: 3 clusters Score -4.132387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326280 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -41323916.000000 Penalty: 6302.073242
	Iteration 89Q: 3 clusters Score -4.132392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326284 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -41323900.000000 Penalty: 6302.073242
	Iteration 90Q: 3 clusters Score -4.13239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326288 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -41323904.000000 Penalty: 6302.073242
	Iteration 91Q: 3 clusters Score -4.13239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326288 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -41323888.000000 Penalty: 6302.073242
	Iteration 92Q: 3 clusters Score -4.132389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326291 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 93Q: 3 clusters Score -4.132388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326296 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 94Q: 3 clusters Score -4.132388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326300 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -41323892.000000 Penalty: 6302.073242
	Iteration 95Q: 3 clusters Score -4.132389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326302 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 96Q: 3 clusters Score -4.132388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326307 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 97Q: 3 clusters Score -4.132388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326309 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -41323864.000000 Penalty: 6302.073242
	Iteration 98Q: 3 clusters Score -4.132386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326312 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -41323868.000000 Penalty: 6302.073242
	Iteration 99Q: 3 clusters Score -4.132387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326313 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -41323864.000000 Penalty: 6302.073242
	Iteration 100F: 3 clusters Score -4.132386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326314 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 101Q: 3 clusters Score -4.132388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326317 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 102Q: 3 clusters Score -4.132388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326321 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -41323872.000000 Penalty: 6302.073242
	Iteration 103Q: 3 clusters Score -4.132387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326324 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -41323856.000000 Penalty: 6302.073242
	Iteration 104Q: 3 clusters Score -4.132386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326326 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 105Q: 3 clusters Score -4.132388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326328 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -41323896.000000 Penalty: 6302.073242
	Iteration 106Q: 3 clusters Score -4.13239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326329 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -41323908.000000 Penalty: 6302.073242
	Iteration 107Q: 3 clusters Score -4.132391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326332 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -41323900.000000 Penalty: 6302.073242
	Iteration 108Q: 3 clusters Score -4.13239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326334 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -41323896.000000 Penalty: 6302.073242
	Iteration 109Q: 3 clusters Score -4.13239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326337 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -41323888.000000 Penalty: 6302.073242
	Iteration 110Q: 3 clusters Score -4.132389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326340 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 111Q: 3 clusters Score -4.132388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326345 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 112Q: 3 clusters Score -4.132388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326347 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -41323868.000000 Penalty: 6302.073242
	Iteration 113Q: 3 clusters Score -4.132387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326351 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -41323868.000000 Penalty: 6302.073242
	Iteration 114Q: 3 clusters Score -4.132387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326355 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 115Q: 3 clusters Score -4.132388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326357 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 116Q: 3 clusters Score -4.132388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326358 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -41323856.000000 Penalty: 6302.073242
	Iteration 117Q: 3 clusters Score -4.132386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326360 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -41323876.000000 Penalty: 6302.073242
	Iteration 118Q: 3 clusters Score -4.132388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326364 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -41323872.000000 Penalty: 6302.073242
	Iteration 119Q: 3 clusters Score -4.132387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326366 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -41323892.000000 Penalty: 6302.073242
	Iteration 120F: 3 clusters Score -4.132389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326370 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -41323880.000000 Penalty: 6302.073242
	Iteration 121Q: 3 clusters Score -4.132388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326375 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -41323864.000000 Penalty: 6302.073242
	Iteration 122Q: 3 clusters Score -4.132386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326380 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -41323860.000000 Penalty: 6302.073242
	Iteration 123Q: 3 clusters Score -4.132386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326387 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -41323884.000000 Penalty: 6302.073242
	Iteration 124Q: 3 clusters Score -4.132388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326398 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -41323892.000000 Penalty: 6302.073242
	Iteration 125Q: 3 clusters Score -4.132389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326407 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -41323904.000000 Penalty: 6302.073242
	Iteration 126Q: 3 clusters Score -4.13239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326418 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -41323888.000000 Penalty: 6302.073242
	Iteration 127Q: 3 clusters Score -4.132389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326428 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -41323900.000000 Penalty: 6302.073242
	Iteration 128Q: 3 clusters Score -4.13239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326429 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -41323912.000000 Penalty: 6302.073242
	Iteration 129Q: 3 clusters Score -4.132391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326432 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -41323908.000000 Penalty: 6302.073242
	Iteration 130Q: 3 clusters Score -4.132391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326433 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -41323924.000000 Penalty: 6302.073242
	Iteration 131Q: 3 clusters Score -4.132392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326433 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -41323928.000000 Penalty: 6302.073242
	Iteration 132Q: 3 clusters Score -4.132393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326433 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -41323928.000000 Penalty: 6302.073242
	Iteration 133F: 3 clusters Score -4.132393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Entering Unmasked Estep 
Score: -734412.250000 Penalty: 2155.195801
	Iteration 0F: 2 clusters Score -734412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -729303.625000 Penalty: 4310.391602
	Iteration 0F: 3 clusters Score -729303.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -730522.000000 Penalty: 4310.391602
	Iteration 1F: 3 clusters Score -730522 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -730722.750000 Penalty: 4310.391602
	Iteration 2F: 3 clusters Score -730722.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -730855.812500 Penalty: 4310.391602
	Iteration 3Q: 3 clusters Score -730855.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -730974.937500 Penalty: 4310.391602
	Iteration 4Q: 3 clusters Score -730974.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -731083.812500 Penalty: 4310.391602
	Iteration 5Q: 3 clusters Score -731083.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -731184.125000 Penalty: 4310.391602
	Iteration 6Q: 3 clusters Score -731184.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -731271.812500 Penalty: 4310.391602
	Iteration 7Q: 3 clusters Score -731271.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -731349.812500 Penalty: 4310.391602
	Iteration 8Q: 3 clusters Score -731349.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -731425.875000 Penalty: 4310.391602
	Iteration 9Q: 3 clusters Score -731425.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -731501.125000 Penalty: 4310.391602
	Iteration 10Q: 3 clusters Score -731501.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -731588.812500 Penalty: 4310.391602
	Iteration 11Q: 3 clusters Score -731588.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -731657.000000 Penalty: 4310.391602
	Iteration 12Q: 3 clusters Score -731657 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -731736.375000 Penalty: 4310.391602
	Iteration 13Q: 3 clusters Score -731736.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -731802.312500 Penalty: 4310.391602
	Iteration 14Q: 3 clusters Score -731802.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -731872.312500 Penalty: 4310.391602
	Iteration 15Q: 3 clusters Score -731872.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -731938.062500 Penalty: 4310.391602
	Iteration 16Q: 3 clusters Score -731938.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -732003.687500 Penalty: 4310.391602
	Iteration 17Q: 3 clusters Score -732003.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -732073.125000 Penalty: 4310.391602
	Iteration 18Q: 3 clusters Score -732073.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -732147.062500 Penalty: 4310.391602
	Iteration 19Q: 3 clusters Score -732147.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -732219.312500 Penalty: 4310.391602
	Iteration 20F: 3 clusters Score -732219.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -732268.687500 Penalty: 4310.391602
	Iteration 21Q: 3 clusters Score -732268.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -732314.437500 Penalty: 4310.391602
	Iteration 22Q: 3 clusters Score -732314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -732358.312500 Penalty: 4310.391602
	Iteration 23Q: 3 clusters Score -732358.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -732393.937500 Penalty: 4310.391602
	Iteration 24Q: 3 clusters Score -732393.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -732432.750000 Penalty: 4310.391602
	Iteration 25Q: 3 clusters Score -732432.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -732460.937500 Penalty: 4310.391602
	Iteration 26Q: 3 clusters Score -732460.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -732485.500000 Penalty: 4310.391602
	Iteration 27Q: 3 clusters Score -732485.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -732504.375000 Penalty: 4310.391602
	Iteration 28Q: 3 clusters Score -732504.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -732522.562500 Penalty: 4310.391602
	Iteration 29Q: 3 clusters Score -732522.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -732539.625000 Penalty: 4310.391602
	Iteration 30Q: 3 clusters Score -732539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -732548.250000 Penalty: 4310.391602
	Iteration 31Q: 3 clusters Score -732548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -732559.062500 Penalty: 4310.391602
	Iteration 32Q: 3 clusters Score -732559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -732562.750000 Penalty: 4310.391602
	Iteration 33Q: 3 clusters Score -732562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -732569.812500 Penalty: 4310.391602
	Iteration 34Q: 3 clusters Score -732569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -732570.187500 Penalty: 4310.391602
	Iteration 35Q: 3 clusters Score -732570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -732572.625000 Penalty: 4310.391602
	Iteration 36Q: 3 clusters Score -732572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -732577.312500 Penalty: 4310.391602
	Iteration 37Q: 3 clusters Score -732577.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -732584.625000 Penalty: 4310.391602
	Iteration 38Q: 3 clusters Score -732584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -732591.687500 Penalty: 4310.391602
	Iteration 39Q: 3 clusters Score -732591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -732601.375000 Penalty: 4310.391602
	Iteration 40F: 3 clusters Score -732601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -732605.437500 Penalty: 4310.391602
	Iteration 41Q: 3 clusters Score -732605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -732609.437500 Penalty: 4310.391602
	Iteration 42Q: 3 clusters Score -732609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -732612.375000 Penalty: 4310.391602
	Iteration 43Q: 3 clusters Score -732612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -732615.500000 Penalty: 4310.391602
	Iteration 44Q: 3 clusters Score -732615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -732617.312500 Penalty: 4310.391602
	Iteration 45Q: 3 clusters Score -732617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -732622.125000 Penalty: 4310.391602
	Iteration 46Q: 3 clusters Score -732622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -732624.750000 Penalty: 4310.391602
	Iteration 47Q: 3 clusters Score -732624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -732630.250000 Penalty: 4310.391602
	Iteration 48Q: 3 clusters Score -732630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -732633.000000 Penalty: 4310.391602
	Iteration 49Q: 3 clusters Score -732633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -732637.875000 Penalty: 4310.391602
	Iteration 50Q: 3 clusters Score -732637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -732642.750000 Penalty: 4310.391602
	Iteration 51Q: 3 clusters Score -732642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -732646.000000 Penalty: 4310.391602
	Iteration 52Q: 3 clusters Score -732646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -732648.812500 Penalty: 4310.391602
	Iteration 53Q: 3 clusters Score -732648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -732652.875000 Penalty: 4310.391602
	Iteration 54Q: 3 clusters Score -732652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -732653.187500 Penalty: 4310.391602
	Iteration 55Q: 3 clusters Score -732653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -732654.125000 Penalty: 4310.391602
	Iteration 56Q: 3 clusters Score -732654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -732654.500000 Penalty: 4310.391602
	Iteration 57Q: 3 clusters Score -732654.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -732654.500000 Penalty: 4310.391602
	Iteration 58F: 3 clusters Score -732654.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77114.210938 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77114.21 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77422.210938 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77422.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77552.468750 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77552.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77608.484375 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77608.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77661.523438 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77661.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77713.156250 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77713.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77754.820312 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77754.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77801.257812 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -77801.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77843.484375 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -77843.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77868.921875 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -77868.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77924.320312 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -77924.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77956.882812 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -77956.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77989.132812 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -77989.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78031.335938 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -78031.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78043.703125 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -78043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78058.414062 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78058.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78083.546875 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -78083.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78106.242188 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -78106.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78121.203125 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -78121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78146.718750 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -78146.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78165.023438 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -78165.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78178.976562 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -78178.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78182.718750 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -78182.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78183.843750 Penalty: 3272.860352
	Iteration 23Q: 3 clusters Score -78183.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78184.765625 Penalty: 3272.860352
	Iteration 24Q: 3 clusters Score -78184.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78187.007812 Penalty: 3272.860352
	Iteration 25Q: 3 clusters Score -78187.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78187.859375 Penalty: 3272.860352
	Iteration 26Q: 3 clusters Score -78187.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78187.859375 Penalty: 3272.860352
	Iteration 27F: 3 clusters Score -78187.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Entering Unmasked Estep 
Score: -1381881.625000 Penalty: 2321.741211
	Iteration 0F: 2 clusters Score -1381882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1373133.750000 Penalty: 4643.482422
	Iteration 0F: 3 clusters Score -1373134 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1375888.875000 Penalty: 4643.482422
	Iteration 1F: 3 clusters Score -1375889 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1376331.375000 Penalty: 4643.482422
	Iteration 2F: 3 clusters Score -1376331 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1376738.500000 Penalty: 4643.482422
	Iteration 3F: 3 clusters Score -1376738 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1377160.625000 Penalty: 4643.482422
	Iteration 4F: 3 clusters Score -1377161 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1377562.750000 Penalty: 4643.482422
	Iteration 5F: 3 clusters Score -1377563 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1377938.250000 Penalty: 4643.482422
	Iteration 6F: 3 clusters Score -1377938 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1378273.500000 Penalty: 4643.482422
	Iteration 7Q: 3 clusters Score -1378274 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1378579.625000 Penalty: 4643.482422
	Iteration 8Q: 3 clusters Score -1378580 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1378812.875000 Penalty: 4643.482422
	Iteration 9Q: 3 clusters Score -1378813 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1378975.000000 Penalty: 4643.482422
	Iteration 10Q: 3 clusters Score -1378975 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1379128.375000 Penalty: 4643.482422
	Iteration 11Q: 3 clusters Score -1379128 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1379266.625000 Penalty: 4643.482422
	Iteration 12Q: 3 clusters Score -1379267 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1379390.125000 Penalty: 4643.482422
	Iteration 13Q: 3 clusters Score -1379390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1379484.125000 Penalty: 4643.482422
	Iteration 14Q: 3 clusters Score -1379484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1379551.125000 Penalty: 4643.482422
	Iteration 15Q: 3 clusters Score -1379551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1379609.125000 Penalty: 4643.482422
	Iteration 16Q: 3 clusters Score -1379609 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1379670.500000 Penalty: 4643.482422
	Iteration 17Q: 3 clusters Score -1379670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1379711.000000 Penalty: 4643.482422
	Iteration 18Q: 3 clusters Score -1379711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1379751.375000 Penalty: 4643.482422
	Iteration 19Q: 3 clusters Score -1379751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1379777.625000 Penalty: 4643.482422
	Iteration 20F: 3 clusters Score -1379778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1379803.875000 Penalty: 4643.482422
	Iteration 21Q: 3 clusters Score -1379804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1379831.500000 Penalty: 4643.482422
	Iteration 22Q: 3 clusters Score -1379832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1379856.250000 Penalty: 4643.482422
	Iteration 23Q: 3 clusters Score -1379856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1379886.125000 Penalty: 4643.482422
	Iteration 24Q: 3 clusters Score -1379886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1379906.625000 Penalty: 4643.482422
	Iteration 25Q: 3 clusters Score -1379907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1379933.625000 Penalty: 4643.482422
	Iteration 26Q: 3 clusters Score -1379934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1379951.375000 Penalty: 4643.482422
	Iteration 27Q: 3 clusters Score -1379951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1379978.000000 Penalty: 4643.482422
	Iteration 28Q: 3 clusters Score -1379978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1380001.375000 Penalty: 4643.482422
	Iteration 29Q: 3 clusters Score -1380001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1380022.000000 Penalty: 4643.482422
	Iteration 30Q: 3 clusters Score -1380022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1380043.125000 Penalty: 4643.482422
	Iteration 31Q: 3 clusters Score -1380043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1380056.750000 Penalty: 4643.482422
	Iteration 32Q: 3 clusters Score -1380057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1380059.250000 Penalty: 4643.482422
	Iteration 33Q: 3 clusters Score -1380059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1380066.875000 Penalty: 4643.482422
	Iteration 34Q: 3 clusters Score -1380067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1380074.250000 Penalty: 4643.482422
	Iteration 35Q: 3 clusters Score -1380074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1380087.000000 Penalty: 4643.482422
	Iteration 36Q: 3 clusters Score -1380087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1380095.750000 Penalty: 4643.482422
	Iteration 37Q: 3 clusters Score -1380096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1380104.125000 Penalty: 4643.482422
	Iteration 38Q: 3 clusters Score -1380104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1380110.750000 Penalty: 4643.482422
	Iteration 39Q: 3 clusters Score -1380111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1380114.750000 Penalty: 4643.482422
	Iteration 40F: 3 clusters Score -1380115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1380119.250000 Penalty: 4643.482422
	Iteration 41Q: 3 clusters Score -1380119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1380123.500000 Penalty: 4643.482422
	Iteration 42Q: 3 clusters Score -1380124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1380124.625000 Penalty: 4643.482422
	Iteration 43Q: 3 clusters Score -1380125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1380127.500000 Penalty: 4643.482422
	Iteration 44Q: 3 clusters Score -1380128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1380134.125000 Penalty: 4643.482422
	Iteration 45Q: 3 clusters Score -1380134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1380138.375000 Penalty: 4643.482422
	Iteration 46Q: 3 clusters Score -1380138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1380142.750000 Penalty: 4643.482422
	Iteration 47Q: 3 clusters Score -1380143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1380146.250000 Penalty: 4643.482422
	Iteration 48Q: 3 clusters Score -1380146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1380152.000000 Penalty: 4643.482422
	Iteration 49Q: 3 clusters Score -1380152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1380151.125000 Penalty: 4643.482422
	Iteration 50Q: 3 clusters Score -1380151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1380151.875000 Penalty: 4643.482422
	Iteration 51Q: 3 clusters Score -1380152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1380154.875000 Penalty: 4643.482422
	Iteration 52Q: 3 clusters Score -1380155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1380154.250000 Penalty: 4643.482422
	Iteration 53Q: 3 clusters Score -1380154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1380155.500000 Penalty: 4643.482422
	Iteration 54Q: 3 clusters Score -1380156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1380155.625000 Penalty: 4643.482422
	Iteration 55Q: 3 clusters Score -1380156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1380155.625000 Penalty: 4643.482422
	Iteration 56F: 3 clusters Score -1380156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -265574.062500 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -265574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -262636.843750 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -262636.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263320.906250 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -263320.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -263516.343750 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -263516.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -263645.250000 Penalty: 3883.693848
	Iteration 3Q: 3 clusters Score -263645.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263754.375000 Penalty: 3883.693848
	Iteration 4Q: 3 clusters Score -263754.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -263844.656250 Penalty: 3883.693848
	Iteration 5Q: 3 clusters Score -263844.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -263911.156250 Penalty: 3883.693848
	Iteration 6Q: 3 clusters Score -263911.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -263969.656250 Penalty: 3883.693848
	Iteration 7Q: 3 clusters Score -263969.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -264005.125000 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -264005.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -264042.187500 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -264042.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -264068.031250 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -264068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -264087.218750 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -264087.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264114.468750 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -264114.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -264150.250000 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -264150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264170.343750 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -264170.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264185.718750 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -264185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -264196.218750 Penalty: 3883.693848
	Iteration 16Q: 3 clusters Score -264196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -264200.562500 Penalty: 3883.693848
	Iteration 17Q: 3 clusters Score -264200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -264203.437500 Penalty: 3883.693848
	Iteration 18Q: 3 clusters Score -264203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -264208.437500 Penalty: 3883.693848
	Iteration 19Q: 3 clusters Score -264208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -264212.281250 Penalty: 3883.693848
	Iteration 20F: 3 clusters Score -264212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264216.031250 Penalty: 3883.693848
	Iteration 21Q: 3 clusters Score -264216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264217.625000 Penalty: 3883.693848
	Iteration 22Q: 3 clusters Score -264217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -264219.125000 Penalty: 3883.693848
	Iteration 23Q: 3 clusters Score -264219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264219.937500 Penalty: 3883.693848
	Iteration 24Q: 3 clusters Score -264219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264219.937500 Penalty: 3883.693848
	Iteration 25F: 3 clusters Score -264219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68477.343750 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68477.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66846.359375 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -66846.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67075.054688 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67075.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67183.882812 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67183.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67238.992188 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67238.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67273.585938 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67273.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67308.984375 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67308.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67337.765625 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67337.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67346.656250 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67346.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67348.179688 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67348.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67348.179688 Penalty: 3172.049805
	Iteration 9F: 3 clusters Score -67348.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Entering Unmasked Estep 
Score: -4727032.500000 Penalty: 2617.304932
	Iteration 0F: 2 clusters Score -4727032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4700988.500000 Penalty: 5234.609863
	Iteration 0F: 3 clusters Score -4700988 nChanged 17532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4710552.500000 Penalty: 5234.609863
	Iteration 1F: 3 clusters Score -4710552 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4711220.500000 Penalty: 5234.609863
	Iteration 2Q: 3 clusters Score -4711220 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4712073.500000 Penalty: 5234.609863
	Iteration 3Q: 3 clusters Score -4712074 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4713040.000000 Penalty: 5234.609863
	Iteration 4Q: 3 clusters Score -4713040 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4714044.000000 Penalty: 5234.609863
	Iteration 5F: 3 clusters Score -4714044 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4715052.000000 Penalty: 5234.609863
	Iteration 6F: 3 clusters Score -4715052 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4716082.500000 Penalty: 5234.609863
	Iteration 7F: 3 clusters Score -4716082 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4717182.000000 Penalty: 5234.609863
	Iteration 8F: 3 clusters Score -4717182 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4718308.000000 Penalty: 5234.609863
	Iteration 9F: 3 clusters Score -4718308 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4719502.500000 Penalty: 5234.609863
	Iteration 10F: 3 clusters Score -4719502 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4720701.000000 Penalty: 5234.609863
	Iteration 11Q: 3 clusters Score -4720701 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4721844.000000 Penalty: 5234.609863
	Iteration 12Q: 3 clusters Score -4721844 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4722986.000000 Penalty: 5234.609863
	Iteration 13Q: 3 clusters Score -4722986 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4723815.500000 Penalty: 5234.609863
	Iteration 14Q: 3 clusters Score -4723816 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -4724425.000000 Penalty: 5234.609863
	Iteration 15Q: 3 clusters Score -4724425 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4724938.500000 Penalty: 5234.609863
	Iteration 16Q: 3 clusters Score -4724938 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4725464.500000 Penalty: 5234.609863
	Iteration 17Q: 3 clusters Score -4725464 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4725794.000000 Penalty: 5234.609863
	Iteration 18Q: 3 clusters Score -4725794 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4726042.500000 Penalty: 5234.609863
	Iteration 19Q: 3 clusters Score -4726042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4726264.500000 Penalty: 5234.609863
	Iteration 20F: 3 clusters Score -4726264 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4726404.000000 Penalty: 5234.609863
	Iteration 21Q: 3 clusters Score -4726404 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4726488.000000 Penalty: 5234.609863
	Iteration 22Q: 3 clusters Score -4726488 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4726540.500000 Penalty: 5234.609863
	Iteration 23Q: 3 clusters Score -4726540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4726561.000000 Penalty: 5234.609863
	Iteration 24Q: 3 clusters Score -4726561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4726579.000000 Penalty: 5234.609863
	Iteration 25Q: 3 clusters Score -4726579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4726604.500000 Penalty: 5234.609863
	Iteration 26Q: 3 clusters Score -4726604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4726615.500000 Penalty: 5234.609863
	Iteration 27Q: 3 clusters Score -4726616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4726623.500000 Penalty: 5234.609863
	Iteration 28Q: 3 clusters Score -4726624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4726613.500000 Penalty: 5234.609863
	Iteration 29Q: 3 clusters Score -4726614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4726623.000000 Penalty: 5234.609863
	Iteration 30Q: 3 clusters Score -4726623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4726618.500000 Penalty: 5234.609863
	Iteration 31Q: 3 clusters Score -4726618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4726620.000000 Penalty: 5234.609863
	Iteration 32Q: 3 clusters Score -4726620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4726626.000000 Penalty: 5234.609863
	Iteration 33Q: 3 clusters Score -4726626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4726624.500000 Penalty: 5234.609863
	Iteration 34Q: 3 clusters Score -4726624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4726620.000000 Penalty: 5234.609863
	Iteration 35Q: 3 clusters Score -4726620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4726612.500000 Penalty: 5234.609863
	Iteration 36Q: 3 clusters Score -4726612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4726611.000000 Penalty: 5234.609863
	Iteration 37Q: 3 clusters Score -4726611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4726612.500000 Penalty: 5234.609863
	Iteration 38Q: 3 clusters Score -4726612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4726613.000000 Penalty: 5234.609863
	Iteration 39Q: 3 clusters Score -4726613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4726606.500000 Penalty: 5234.609863
	Iteration 40F: 3 clusters Score -4726606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4726615.000000 Penalty: 5234.609863
	Iteration 41Q: 3 clusters Score -4726615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4726612.500000 Penalty: 5234.609863
	Iteration 42Q: 3 clusters Score -4726612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4726614.500000 Penalty: 5234.609863
	Iteration 43Q: 3 clusters Score -4726614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4726617.000000 Penalty: 5234.609863
	Iteration 44Q: 3 clusters Score -4726617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4726615.500000 Penalty: 5234.609863
	Iteration 45Q: 3 clusters Score -4726616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4726619.000000 Penalty: 5234.609863
	Iteration 46Q: 3 clusters Score -4726619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4726619.500000 Penalty: 5234.609863
	Iteration 47Q: 3 clusters Score -4726620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4726619.500000 Penalty: 5234.609863
	Iteration 48F: 3 clusters Score -4726620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1253772.750000 Penalty: 2289.342773
	Iteration 0F: 2 clusters Score -1253773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1246022.875000 Penalty: 4578.685547
	Iteration 0F: 3 clusters Score -1246023 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1248626.375000 Penalty: 4578.685547
	Iteration 1F: 3 clusters Score -1248626 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1249298.375000 Penalty: 4578.685547
	Iteration 2F: 3 clusters Score -1249298 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1249874.375000 Penalty: 4578.685547
	Iteration 3F: 3 clusters Score -1249874 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1250436.250000 Penalty: 4578.685547
	Iteration 4F: 3 clusters Score -1250436 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1250951.500000 Penalty: 4578.685547
	Iteration 5F: 3 clusters Score -1250952 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1251439.750000 Penalty: 4578.685547
	Iteration 6F: 3 clusters Score -1251440 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1251838.875000 Penalty: 4578.685547
	Iteration 7F: 3 clusters Score -1251839 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1252130.500000 Penalty: 4578.685547
	Iteration 8Q: 3 clusters Score -1252130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1252373.875000 Penalty: 4578.685547
	Iteration 9Q: 3 clusters Score -1252374 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1252539.750000 Penalty: 4578.685547
	Iteration 10Q: 3 clusters Score -1252540 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1252650.125000 Penalty: 4578.685547
	Iteration 11Q: 3 clusters Score -1252650 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1252733.375000 Penalty: 4578.685547
	Iteration 12Q: 3 clusters Score -1252733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1252805.875000 Penalty: 4578.685547
	Iteration 13Q: 3 clusters Score -1252806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1252849.750000 Penalty: 4578.685547
	Iteration 14Q: 3 clusters Score -1252850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1252885.500000 Penalty: 4578.685547
	Iteration 15Q: 3 clusters Score -1252886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1252904.875000 Penalty: 4578.685547
	Iteration 16Q: 3 clusters Score -1252905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1252933.375000 Penalty: 4578.685547
	Iteration 17Q: 3 clusters Score -1252933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1252954.375000 Penalty: 4578.685547
	Iteration 18Q: 3 clusters Score -1252954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1252973.750000 Penalty: 4578.685547
	Iteration 19Q: 3 clusters Score -1252974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1252995.375000 Penalty: 4578.685547
	Iteration 20F: 3 clusters Score -1252995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1253011.625000 Penalty: 4578.685547
	Iteration 21Q: 3 clusters Score -1253012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1253026.625000 Penalty: 4578.685547
	Iteration 22Q: 3 clusters Score -1253027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1253031.875000 Penalty: 4578.685547
	Iteration 23Q: 3 clusters Score -1253032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1253046.500000 Penalty: 4578.685547
	Iteration 24Q: 3 clusters Score -1253046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1253050.500000 Penalty: 4578.685547
	Iteration 25Q: 3 clusters Score -1253050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1253052.750000 Penalty: 4578.685547
	Iteration 26Q: 3 clusters Score -1253053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1253060.750000 Penalty: 4578.685547
	Iteration 27Q: 3 clusters Score -1253061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1253063.625000 Penalty: 4578.685547
	Iteration 28Q: 3 clusters Score -1253064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1253063.750000 Penalty: 4578.685547
	Iteration 29Q: 3 clusters Score -1253064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1253065.250000 Penalty: 4578.685547
	Iteration 30Q: 3 clusters Score -1253065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1253068.875000 Penalty: 4578.685547
	Iteration 31Q: 3 clusters Score -1253069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1253073.750000 Penalty: 4578.685547
	Iteration 32Q: 3 clusters Score -1253074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1253079.500000 Penalty: 4578.685547
	Iteration 33Q: 3 clusters Score -1253080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1253084.625000 Penalty: 4578.685547
	Iteration 34Q: 3 clusters Score -1253085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1253086.875000 Penalty: 4578.685547
	Iteration 35Q: 3 clusters Score -1253087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1253090.000000 Penalty: 4578.685547
	Iteration 36Q: 3 clusters Score -1253090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1253092.000000 Penalty: 4578.685547
	Iteration 37Q: 3 clusters Score -1253092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1253091.250000 Penalty: 4578.685547
	Iteration 38Q: 3 clusters Score -1253091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1253092.875000 Penalty: 4578.685547
	Iteration 39Q: 3 clusters Score -1253093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1253093.250000 Penalty: 4578.685547
	Iteration 40F: 3 clusters Score -1253093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1253095.000000 Penalty: 4578.685547
	Iteration 41Q: 3 clusters Score -1253095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1253096.125000 Penalty: 4578.685547
	Iteration 42Q: 3 clusters Score -1253096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1253098.250000 Penalty: 4578.685547
	Iteration 43Q: 3 clusters Score -1253098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1253098.250000 Penalty: 4578.685547
	Iteration 44F: 3 clusters Score -1253098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -685397.187500 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -685397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -680435.312500 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -680435.3 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -681797.875000 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -681797.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -682066.125000 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -682066.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -682246.062500 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -682246.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -682396.312500 Penalty: 4290.647461
	Iteration 4Q: 3 clusters Score -682396.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -682535.125000 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -682535.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -682688.937500 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -682688.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -682829.875000 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -682829.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -682985.625000 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -682985.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -683135.687500 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -683135.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -683309.562500 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -683309.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -683471.875000 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -683471.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -683631.562500 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -683631.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -683764.062500 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -683764.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -683857.000000 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -683857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -683930.125000 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -683930.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -683985.250000 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -683985.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -684024.875000 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -684024.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -684057.375000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -684057.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -684081.562500 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -684081.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -684100.375000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -684100.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -684116.625000 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -684116.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -684130.500000 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -684130.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -684141.812500 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -684141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -684146.250000 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -684146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -684153.875000 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -684153.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -684160.562500 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -684160.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -684170.812500 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -684170.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -684181.875000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -684181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -684195.062500 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -684195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -684204.312500 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -684204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -684208.750000 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -684208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -684216.250000 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -684216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -684221.562500 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -684221.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -684228.625000 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -684228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -684229.500000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -684229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -684231.187500 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -684231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -684232.875000 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -684232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -684233.500000 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -684233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -684233.437500 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -684233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -684234.812500 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -684234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -684234.812500 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -684234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -684234.812500 Penalty: 4290.647461
	Iteration 42F: 3 clusters Score -684234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Entering Unmasked Estep 
Score: -615901.125000 Penalty: 2118.145508
	Iteration 0F: 2 clusters Score -615901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -611340.000000 Penalty: 4236.291016
	Iteration 0F: 3 clusters Score -611340 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -612504.187500 Penalty: 4236.291016
	Iteration 1F: 3 clusters Score -612504.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -612738.000000 Penalty: 4236.291016
	Iteration 2F: 3 clusters Score -612738 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -612933.125000 Penalty: 4236.291016
	Iteration 3F: 3 clusters Score -612933.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -613079.687500 Penalty: 4236.291016
	Iteration 4Q: 3 clusters Score -613079.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -613197.250000 Penalty: 4236.291016
	Iteration 5Q: 3 clusters Score -613197.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -613328.312500 Penalty: 4236.291016
	Iteration 6Q: 3 clusters Score -613328.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -613457.437500 Penalty: 4236.291016
	Iteration 7Q: 3 clusters Score -613457.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -613564.937500 Penalty: 4236.291016
	Iteration 8Q: 3 clusters Score -613564.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -613670.250000 Penalty: 4236.291016
	Iteration 9Q: 3 clusters Score -613670.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -613772.937500 Penalty: 4236.291016
	Iteration 10Q: 3 clusters Score -613772.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -613865.500000 Penalty: 4236.291016
	Iteration 11Q: 3 clusters Score -613865.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -613968.562500 Penalty: 4236.291016
	Iteration 12Q: 3 clusters Score -613968.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -614065.125000 Penalty: 4236.291016
	Iteration 13Q: 3 clusters Score -614065.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -614137.250000 Penalty: 4236.291016
	Iteration 14Q: 3 clusters Score -614137.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -614197.500000 Penalty: 4236.291016
	Iteration 15Q: 3 clusters Score -614197.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -614261.562500 Penalty: 4236.291016
	Iteration 16Q: 3 clusters Score -614261.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -614322.937500 Penalty: 4236.291016
	Iteration 17Q: 3 clusters Score -614322.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -614374.875000 Penalty: 4236.291016
	Iteration 18Q: 3 clusters Score -614374.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -614418.312500 Penalty: 4236.291016
	Iteration 19Q: 3 clusters Score -614418.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -614451.625000 Penalty: 4236.291016
	Iteration 20F: 3 clusters Score -614451.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -614484.437500 Penalty: 4236.291016
	Iteration 21Q: 3 clusters Score -614484.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -614513.875000 Penalty: 4236.291016
	Iteration 22Q: 3 clusters Score -614513.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -614537.500000 Penalty: 4236.291016
	Iteration 23Q: 3 clusters Score -614537.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -614554.875000 Penalty: 4236.291016
	Iteration 24Q: 3 clusters Score -614554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -614568.437500 Penalty: 4236.291016
	Iteration 25Q: 3 clusters Score -614568.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -614578.875000 Penalty: 4236.291016
	Iteration 26Q: 3 clusters Score -614578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -614589.000000 Penalty: 4236.291016
	Iteration 27Q: 3 clusters Score -614589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -614593.437500 Penalty: 4236.291016
	Iteration 28Q: 3 clusters Score -614593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -614597.687500 Penalty: 4236.291016
	Iteration 29Q: 3 clusters Score -614597.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -614603.312500 Penalty: 4236.291016
	Iteration 30Q: 3 clusters Score -614603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -614608.875000 Penalty: 4236.291016
	Iteration 31Q: 3 clusters Score -614608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -614611.125000 Penalty: 4236.291016
	Iteration 32Q: 3 clusters Score -614611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -614612.125000 Penalty: 4236.291016
	Iteration 33Q: 3 clusters Score -614612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -614613.687500 Penalty: 4236.291016
	Iteration 34Q: 3 clusters Score -614613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -614614.750000 Penalty: 4236.291016
	Iteration 35Q: 3 clusters Score -614614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -614617.562500 Penalty: 4236.291016
	Iteration 36Q: 3 clusters Score -614617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -614621.875000 Penalty: 4236.291016
	Iteration 37Q: 3 clusters Score -614621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -614627.000000 Penalty: 4236.291016
	Iteration 38Q: 3 clusters Score -614627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -614633.750000 Penalty: 4236.291016
	Iteration 39Q: 3 clusters Score -614633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -614638.562500 Penalty: 4236.291016
	Iteration 40F: 3 clusters Score -614638.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -614648.000000 Penalty: 4236.291016
	Iteration 41Q: 3 clusters Score -614648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -614650.625000 Penalty: 4236.291016
	Iteration 42Q: 3 clusters Score -614650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -614654.750000 Penalty: 4236.291016
	Iteration 43Q: 3 clusters Score -614654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -614656.687500 Penalty: 4236.291016
	Iteration 44Q: 3 clusters Score -614656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -614658.625000 Penalty: 4236.291016
	Iteration 45Q: 3 clusters Score -614658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -614660.250000 Penalty: 4236.291016
	Iteration 46Q: 3 clusters Score -614660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -614660.625000 Penalty: 4236.291016
	Iteration 47Q: 3 clusters Score -614660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -614661.062500 Penalty: 4236.291016
	Iteration 48Q: 3 clusters Score -614661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -614661.062500 Penalty: 4236.291016
	Iteration 49F: 3 clusters Score -614661.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -298632.750000 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -298632.8 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 1348 members 
Entering Unmasked Estep 
Score: -295637.843750 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -295637.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296208.218750 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -296208.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -296393.781250 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -296393.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -296491.125000 Penalty: 3903.981201
	Iteration 3Q: 3 clusters Score -296491.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -296555.750000 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -296555.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -296609.156250 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -296609.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -296646.218750 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -296646.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296676.250000 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -296676.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -296703.437500 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -296703.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296723.375000 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -296723.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296737.437500 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -296737.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296749.468750 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -296749.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296763.000000 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -296763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -296773.812500 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -296773.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -296782.125000 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -296782.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296790.593750 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -296790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -296795.906250 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -296795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -296798.593750 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -296798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296800.937500 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -296800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296804.125000 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -296804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -296809.937500 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -296809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296816.593750 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -296816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296819.968750 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -296820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296824.968750 Penalty: 3903.981201
	Iteration 23Q: 3 clusters Score -296825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296830.093750 Penalty: 3903.981201
	Iteration 24Q: 3 clusters Score -296830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -296835.906250 Penalty: 3903.981201
	Iteration 25Q: 3 clusters Score -296835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296846.625000 Penalty: 3903.981201
	Iteration 26Q: 3 clusters Score -296846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -296852.187500 Penalty: 3903.981201
	Iteration 27Q: 3 clusters Score -296852.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -296857.531250 Penalty: 3903.981201
	Iteration 28Q: 3 clusters Score -296857.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296865.093750 Penalty: 3903.981201
	Iteration 29Q: 3 clusters Score -296865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -296870.218750 Penalty: 3903.981201
	Iteration 30Q: 3 clusters Score -296870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -296876.312500 Penalty: 3903.981201
	Iteration 31Q: 3 clusters Score -296876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296881.093750 Penalty: 3903.981201
	Iteration 32Q: 3 clusters Score -296881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -296892.906250 Penalty: 3903.981201
	Iteration 33Q: 3 clusters Score -296892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296907.437500 Penalty: 3903.981201
	Iteration 34Q: 3 clusters Score -296907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -296920.656250 Penalty: 3903.981201
	Iteration 35Q: 3 clusters Score -296920.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296932.187500 Penalty: 3903.981201
	Iteration 36Q: 3 clusters Score -296932.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -296950.062500 Penalty: 3903.981201
	Iteration 37Q: 3 clusters Score -296950.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -296962.968750 Penalty: 3903.981201
	Iteration 38Q: 3 clusters Score -296963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296975.562500 Penalty: 3903.981201
	Iteration 39Q: 3 clusters Score -296975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296985.531250 Penalty: 3903.981201
	Iteration 40F: 3 clusters Score -296985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -296995.750000 Penalty: 3903.981201
	Iteration 41Q: 3 clusters Score -296995.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -297006.781250 Penalty: 3903.981201
	Iteration 42Q: 3 clusters Score -297006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -297016.093750 Penalty: 3903.981201
	Iteration 43Q: 3 clusters Score -297016.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -297022.125000 Penalty: 3903.981201
	Iteration 44Q: 3 clusters Score -297022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -297031.875000 Penalty: 3903.981201
	Iteration 45Q: 3 clusters Score -297031.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297044.875000 Penalty: 3903.981201
	Iteration 46Q: 3 clusters Score -297044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297050.906250 Penalty: 3903.981201
	Iteration 47Q: 3 clusters Score -297050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -297055.812500 Penalty: 3903.981201
	Iteration 48Q: 3 clusters Score -297055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297064.250000 Penalty: 3903.981201
	Iteration 49Q: 3 clusters Score -297064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -297074.062500 Penalty: 3903.981201
	Iteration 50Q: 3 clusters Score -297074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -297084.781250 Penalty: 3903.981201
	Iteration 51Q: 3 clusters Score -297084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -297093.000000 Penalty: 3903.981201
	Iteration 52Q: 3 clusters Score -297093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297097.375000 Penalty: 3903.981201
	Iteration 53Q: 3 clusters Score -297097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297099.406250 Penalty: 3903.981201
	Iteration 54Q: 3 clusters Score -297099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -297104.218750 Penalty: 3903.981201
	Iteration 55Q: 3 clusters Score -297104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -297107.500000 Penalty: 3903.981201
	Iteration 56Q: 3 clusters Score -297107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297113.750000 Penalty: 3903.981201
	Iteration 57Q: 3 clusters Score -297113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297121.281250 Penalty: 3903.981201
	Iteration 58Q: 3 clusters Score -297121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -297129.062500 Penalty: 3903.981201
	Iteration 59Q: 3 clusters Score -297129.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -297140.437500 Penalty: 3903.981201
	Iteration 60F: 3 clusters Score -297140.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -297153.500000 Penalty: 3903.981201
	Iteration 61Q: 3 clusters Score -297153.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -297161.718750 Penalty: 3903.981201
	Iteration 62Q: 3 clusters Score -297161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -297167.718750 Penalty: 3903.981201
	Iteration 63Q: 3 clusters Score -297167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -297173.218750 Penalty: 3903.981201
	Iteration 64Q: 3 clusters Score -297173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -297179.000000 Penalty: 3903.981201
	Iteration 65Q: 3 clusters Score -297179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -297184.312500 Penalty: 3903.981201
	Iteration 66Q: 3 clusters Score -297184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -297191.250000 Penalty: 3903.981201
	Iteration 67Q: 3 clusters Score -297191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -297204.468750 Penalty: 3903.981201
	Iteration 68Q: 3 clusters Score -297204.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -297217.437500 Penalty: 3903.981201
	Iteration 69Q: 3 clusters Score -297217.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -297234.031250 Penalty: 3903.981201
	Iteration 70Q: 3 clusters Score -297234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -297254.125000 Penalty: 3903.981201
	Iteration 71Q: 3 clusters Score -297254.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -297270.500000 Penalty: 3903.981201
	Iteration 72Q: 3 clusters Score -297270.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -297287.968750 Penalty: 3903.981201
	Iteration 73Q: 3 clusters Score -297288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -297305.406250 Penalty: 3903.981201
	Iteration 74Q: 3 clusters Score -297305.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -297325.531250 Penalty: 3903.981201
	Iteration 75Q: 3 clusters Score -297325.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -297345.062500 Penalty: 3903.981201
	Iteration 76Q: 3 clusters Score -297345.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -297362.062500 Penalty: 3903.981201
	Iteration 77Q: 3 clusters Score -297362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297372.812500 Penalty: 3903.981201
	Iteration 78Q: 3 clusters Score -297372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -297389.062500 Penalty: 3903.981201
	Iteration 79Q: 3 clusters Score -297389.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -297407.687500 Penalty: 3903.981201
	Iteration 80F: 3 clusters Score -297407.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -297418.312500 Penalty: 3903.981201
	Iteration 81Q: 3 clusters Score -297418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297432.406250 Penalty: 3903.981201
	Iteration 82Q: 3 clusters Score -297432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -297440.218750 Penalty: 3903.981201
	Iteration 83Q: 3 clusters Score -297440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297447.156250 Penalty: 3903.981201
	Iteration 84Q: 3 clusters Score -297447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -297449.687500 Penalty: 3903.981201
	Iteration 85Q: 3 clusters Score -297449.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -297453.562500 Penalty: 3903.981201
	Iteration 86Q: 3 clusters Score -297453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -297454.968750 Penalty: 3903.981201
	Iteration 87Q: 3 clusters Score -297455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297455.781250 Penalty: 3903.981201
	Iteration 88Q: 3 clusters Score -297455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -297455.468750 Penalty: 3903.981201
	Iteration 89Q: 3 clusters Score -297455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -297455.468750 Penalty: 3903.981201
	Iteration 90F: 3 clusters Score -297455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -2048196.875000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -2048197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2036487.250000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -2036487 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2040364.125000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -2040364 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2040998.625000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -2040999 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2041687.250000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -2041687 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2042435.250000 Penalty: 4814.966797
	Iteration 4F: 3 clusters Score -2042435 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2043210.250000 Penalty: 4814.966797
	Iteration 5F: 3 clusters Score -2043210 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2043848.125000 Penalty: 4814.966797
	Iteration 6F: 3 clusters Score -2043848 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2044398.625000 Penalty: 4814.966797
	Iteration 7F: 3 clusters Score -2044399 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2044810.000000 Penalty: 4814.966797
	Iteration 8Q: 3 clusters Score -2044810 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2045106.125000 Penalty: 4814.966797
	Iteration 9Q: 3 clusters Score -2045106 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2045346.500000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -2045346 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2045579.625000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -2045580 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2045766.500000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -2045766 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2045931.500000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -2045932 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2046078.625000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -2046079 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2046220.125000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -2046220 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2046324.000000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -2046324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2046429.875000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -2046430 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2046526.375000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -2046526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2046602.375000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -2046602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2046677.375000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -2046677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2046721.000000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -2046721 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2046762.250000 Penalty: 4814.966797
	Iteration 22Q: 3 clusters Score -2046762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2046802.625000 Penalty: 4814.966797
	Iteration 23Q: 3 clusters Score -2046803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2046830.000000 Penalty: 4814.966797
	Iteration 24Q: 3 clusters Score -2046830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2046842.875000 Penalty: 4814.966797
	Iteration 25Q: 3 clusters Score -2046843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2046872.625000 Penalty: 4814.966797
	Iteration 26Q: 3 clusters Score -2046873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2046888.875000 Penalty: 4814.966797
	Iteration 27Q: 3 clusters Score -2046889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2046903.375000 Penalty: 4814.966797
	Iteration 28Q: 3 clusters Score -2046903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2046916.125000 Penalty: 4814.966797
	Iteration 29Q: 3 clusters Score -2046916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2046930.000000 Penalty: 4814.966797
	Iteration 30Q: 3 clusters Score -2046930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2046939.000000 Penalty: 4814.966797
	Iteration 31Q: 3 clusters Score -2046939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2046938.625000 Penalty: 4814.966797
	Iteration 32Q: 3 clusters Score -2046939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2046945.875000 Penalty: 4814.966797
	Iteration 33Q: 3 clusters Score -2046946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2046954.125000 Penalty: 4814.966797
	Iteration 34Q: 3 clusters Score -2046954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2046953.625000 Penalty: 4814.966797
	Iteration 35Q: 3 clusters Score -2046954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2046956.000000 Penalty: 4814.966797
	Iteration 36Q: 3 clusters Score -2046956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2046956.375000 Penalty: 4814.966797
	Iteration 37Q: 3 clusters Score -2046956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2046960.250000 Penalty: 4814.966797
	Iteration 38Q: 3 clusters Score -2046960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2046962.625000 Penalty: 4814.966797
	Iteration 39Q: 3 clusters Score -2046963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2046962.625000 Penalty: 4814.966797
	Iteration 40F: 3 clusters Score -2046963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15441.756836 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15441.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15610.013672 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15610.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15663.069336 Penalty: 2642.626465
	Iteration 2F: 3 clusters Score -15663.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15685.550781 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15685.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15689.468750 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -15689.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15696.638672 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -15696.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15699.132812 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -15699.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15701.511719 Penalty: 2642.626465
	Iteration 7Q: 3 clusters Score -15701.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15713.038086 Penalty: 2642.626465
	Iteration 8Q: 3 clusters Score -15713.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15713.038086 Penalty: 2642.626465
	Iteration 9F: 3 clusters Score -15713.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -766559.687500 Penalty: 2167.365234
	Iteration 0F: 2 clusters Score -766559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -761314.000000 Penalty: 4334.730469
	Iteration 0F: 3 clusters Score -761314 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -762649.437500 Penalty: 4334.730469
	Iteration 1F: 3 clusters Score -762649.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -762876.250000 Penalty: 4334.730469
	Iteration 2F: 3 clusters Score -762876.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -763010.312500 Penalty: 4334.730469
	Iteration 3Q: 3 clusters Score -763010.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -763119.250000 Penalty: 4334.730469
	Iteration 4Q: 3 clusters Score -763119.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -763209.250000 Penalty: 4334.730469
	Iteration 5Q: 3 clusters Score -763209.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -763281.812500 Penalty: 4334.730469
	Iteration 6Q: 3 clusters Score -763281.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -763333.687500 Penalty: 4334.730469
	Iteration 7Q: 3 clusters Score -763333.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -763381.000000 Penalty: 4334.730469
	Iteration 8Q: 3 clusters Score -763381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -763417.250000 Penalty: 4334.730469
	Iteration 9Q: 3 clusters Score -763417.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -763456.312500 Penalty: 4334.730469
	Iteration 10Q: 3 clusters Score -763456.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -763499.937500 Penalty: 4334.730469
	Iteration 11Q: 3 clusters Score -763499.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -763549.062500 Penalty: 4334.730469
	Iteration 12Q: 3 clusters Score -763549.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -763608.562500 Penalty: 4334.730469
	Iteration 13Q: 3 clusters Score -763608.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -763669.812500 Penalty: 4334.730469
	Iteration 14Q: 3 clusters Score -763669.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -763727.750000 Penalty: 4334.730469
	Iteration 15Q: 3 clusters Score -763727.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -763788.562500 Penalty: 4334.730469
	Iteration 16Q: 3 clusters Score -763788.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -763853.812500 Penalty: 4334.730469
	Iteration 17Q: 3 clusters Score -763853.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -763913.187500 Penalty: 4334.730469
	Iteration 18Q: 3 clusters Score -763913.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -763963.812500 Penalty: 4334.730469
	Iteration 19Q: 3 clusters Score -763963.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -764022.062500 Penalty: 4334.730469
	Iteration 20F: 3 clusters Score -764022.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -764077.875000 Penalty: 4334.730469
	Iteration 21Q: 3 clusters Score -764077.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -764135.312500 Penalty: 4334.730469
	Iteration 22Q: 3 clusters Score -764135.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -764193.000000 Penalty: 4334.730469
	Iteration 23Q: 3 clusters Score -764193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -764241.750000 Penalty: 4334.730469
	Iteration 24Q: 3 clusters Score -764241.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -764288.250000 Penalty: 4334.730469
	Iteration 25Q: 3 clusters Score -764288.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -764330.500000 Penalty: 4334.730469
	Iteration 26Q: 3 clusters Score -764330.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -764368.437500 Penalty: 4334.730469
	Iteration 27Q: 3 clusters Score -764368.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -764404.437500 Penalty: 4334.730469
	Iteration 28Q: 3 clusters Score -764404.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -764430.937500 Penalty: 4334.730469
	Iteration 29Q: 3 clusters Score -764430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -764455.812500 Penalty: 4334.730469
	Iteration 30Q: 3 clusters Score -764455.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -764471.187500 Penalty: 4334.730469
	Iteration 31Q: 3 clusters Score -764471.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -764484.875000 Penalty: 4334.730469
	Iteration 32Q: 3 clusters Score -764484.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -764505.562500 Penalty: 4334.730469
	Iteration 33Q: 3 clusters Score -764505.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -764519.625000 Penalty: 4334.730469
	Iteration 34Q: 3 clusters Score -764519.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -764540.937500 Penalty: 4334.730469
	Iteration 35Q: 3 clusters Score -764540.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -764558.312500 Penalty: 4334.730469
	Iteration 36Q: 3 clusters Score -764558.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -764572.437500 Penalty: 4334.730469
	Iteration 37Q: 3 clusters Score -764572.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -764585.875000 Penalty: 4334.730469
	Iteration 38Q: 3 clusters Score -764585.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -764592.187500 Penalty: 4334.730469
	Iteration 39Q: 3 clusters Score -764592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -764600.750000 Penalty: 4334.730469
	Iteration 40F: 3 clusters Score -764600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -764606.125000 Penalty: 4334.730469
	Iteration 41Q: 3 clusters Score -764606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -764612.500000 Penalty: 4334.730469
	Iteration 42Q: 3 clusters Score -764612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -764613.875000 Penalty: 4334.730469
	Iteration 43Q: 3 clusters Score -764613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -764615.375000 Penalty: 4334.730469
	Iteration 44Q: 3 clusters Score -764615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -764620.437500 Penalty: 4334.730469
	Iteration 45Q: 3 clusters Score -764620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -764622.062500 Penalty: 4334.730469
	Iteration 46Q: 3 clusters Score -764622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -764630.062500 Penalty: 4334.730469
	Iteration 47Q: 3 clusters Score -764630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -764634.062500 Penalty: 4334.730469
	Iteration 48Q: 3 clusters Score -764634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -764635.750000 Penalty: 4334.730469
	Iteration 49Q: 3 clusters Score -764635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -764635.500000 Penalty: 4334.730469
	Iteration 50Q: 3 clusters Score -764635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -764637.000000 Penalty: 4334.730469
	Iteration 51Q: 3 clusters Score -764637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -764638.937500 Penalty: 4334.730469
	Iteration 52Q: 3 clusters Score -764638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -764638.937500 Penalty: 4334.730469
	Iteration 53F: 3 clusters Score -764638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -187591.406250 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -187591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185219.921875 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -185219.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185628.796875 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -185628.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185754.953125 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -185755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185809.750000 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -185809.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185855.984375 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -185856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185896.031250 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -185896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185915.375000 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -185915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185925.765625 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -185925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185940.046875 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -185940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185956.734375 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -185956.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185963.390625 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -185963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185967.281250 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -185967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185969.109375 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -185969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185972.937500 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -185972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -185975.265625 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -185975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -185977.812500 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -185977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185984.093750 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -185984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185985.890625 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -185985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -185990.125000 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -185990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185995.531250 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -185995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -185999.562500 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -185999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186002.546875 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -186002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186004.281250 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -186004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186005.296875 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -186005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186005.250000 Penalty: 3681.497314
	Iteration 24Q: 3 clusters Score -186005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186005.250000 Penalty: 3681.497314
	Iteration 25F: 3 clusters Score -186005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Entering Unmasked Estep 
Score: -6550505.500000 Penalty: 2691.452881
	Iteration 0F: 2 clusters Score -6550506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -6515684.000000 Penalty: 5382.905762
	Iteration 0F: 3 clusters Score -6515684 nChanged 23994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6529196.500000 Penalty: 5382.905762
	Iteration 1F: 3 clusters Score -6529196 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -6530066.000000 Penalty: 5382.905762
	Iteration 2Q: 3 clusters Score -6530066 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -6531122.500000 Penalty: 5382.905762
	Iteration 3Q: 3 clusters Score -6531122 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -6532711.000000 Penalty: 5382.905762
	Iteration 4F: 3 clusters Score -6532711 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6534997.500000 Penalty: 5382.905762
	Iteration 5F: 3 clusters Score -6534998 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -6537759.500000 Penalty: 5382.905762
	Iteration 6F: 3 clusters Score -6537760 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6540644.500000 Penalty: 5382.905762
	Iteration 7F: 3 clusters Score -6540644 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -6543034.500000 Penalty: 5382.905762
	Iteration 8F: 3 clusters Score -6543034 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6544668.000000 Penalty: 5382.905762
	Iteration 9Q: 3 clusters Score -6544668 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -6545701.500000 Penalty: 5382.905762
	Iteration 10Q: 3 clusters Score -6545702 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6546366.500000 Penalty: 5382.905762
	Iteration 11Q: 3 clusters Score -6546366 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6546793.500000 Penalty: 5382.905762
	Iteration 12Q: 3 clusters Score -6546794 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6547052.000000 Penalty: 5382.905762
	Iteration 13Q: 3 clusters Score -6547052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6547291.000000 Penalty: 5382.905762
	Iteration 14Q: 3 clusters Score -6547291 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6547460.500000 Penalty: 5382.905762
	Iteration 15Q: 3 clusters Score -6547460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6547646.500000 Penalty: 5382.905762
	Iteration 16Q: 3 clusters Score -6547646 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6547758.000000 Penalty: 5382.905762
	Iteration 17Q: 3 clusters Score -6547758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6547904.500000 Penalty: 5382.905762
	Iteration 18Q: 3 clusters Score -6547904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6548002.500000 Penalty: 5382.905762
	Iteration 19Q: 3 clusters Score -6548002 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6548095.000000 Penalty: 5382.905762
	Iteration 20F: 3 clusters Score -6548095 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6548204.000000 Penalty: 5382.905762
	Iteration 21Q: 3 clusters Score -6548204 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6548293.000000 Penalty: 5382.905762
	Iteration 22Q: 3 clusters Score -6548293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6548315.500000 Penalty: 5382.905762
	Iteration 23Q: 3 clusters Score -6548316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6548365.500000 Penalty: 5382.905762
	Iteration 24Q: 3 clusters Score -6548366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6548411.500000 Penalty: 5382.905762
	Iteration 25Q: 3 clusters Score -6548412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6548437.000000 Penalty: 5382.905762
	Iteration 26Q: 3 clusters Score -6548437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6548452.000000 Penalty: 5382.905762
	Iteration 27Q: 3 clusters Score -6548452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6548472.500000 Penalty: 5382.905762
	Iteration 28Q: 3 clusters Score -6548472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6548469.500000 Penalty: 5382.905762
	Iteration 29Q: 3 clusters Score -6548470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6548477.500000 Penalty: 5382.905762
	Iteration 30Q: 3 clusters Score -6548478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6548478.500000 Penalty: 5382.905762
	Iteration 31Q: 3 clusters Score -6548478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6548482.500000 Penalty: 5382.905762
	Iteration 32Q: 3 clusters Score -6548482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6548494.000000 Penalty: 5382.905762
	Iteration 33Q: 3 clusters Score -6548494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6548486.500000 Penalty: 5382.905762
	Iteration 34Q: 3 clusters Score -6548486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6548490.000000 Penalty: 5382.905762
	Iteration 35Q: 3 clusters Score -6548490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6548494.000000 Penalty: 5382.905762
	Iteration 36Q: 3 clusters Score -6548494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6548497.500000 Penalty: 5382.905762
	Iteration 37Q: 3 clusters Score -6548498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6548499.500000 Penalty: 5382.905762
	Iteration 38Q: 3 clusters Score -6548500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6548501.000000 Penalty: 5382.905762
	Iteration 39Q: 3 clusters Score -6548501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6548498.000000 Penalty: 5382.905762
	Iteration 40F: 3 clusters Score -6548498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6548495.500000 Penalty: 5382.905762
	Iteration 41Q: 3 clusters Score -6548496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6548494.000000 Penalty: 5382.905762
	Iteration 42Q: 3 clusters Score -6548494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6548501.500000 Penalty: 5382.905762
	Iteration 43Q: 3 clusters Score -6548502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6548501.500000 Penalty: 5382.905762
	Iteration 44Q: 3 clusters Score -6548502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6548500.000000 Penalty: 5382.905762
	Iteration 45Q: 3 clusters Score -6548500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6548499.000000 Penalty: 5382.905762
	Iteration 46Q: 3 clusters Score -6548499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6548499.000000 Penalty: 5382.905762
	Iteration 47F: 3 clusters Score -6548499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Entering Unmasked Estep 
Score: -1606517.875000 Penalty: 2344.239990
	Iteration 0F: 2 clusters Score -1606518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1597126.875000 Penalty: 4688.479980
	Iteration 0F: 3 clusters Score -1597127 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1600040.375000 Penalty: 4688.479980
	Iteration 1F: 3 clusters Score -1600040 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1600419.875000 Penalty: 4688.479980
	Iteration 2F: 3 clusters Score -1600420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1600728.500000 Penalty: 4688.479980
	Iteration 3F: 3 clusters Score -1600728 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1601037.375000 Penalty: 4688.479980
	Iteration 4Q: 3 clusters Score -1601037 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1601421.250000 Penalty: 4688.479980
	Iteration 5Q: 3 clusters Score -1601421 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1601905.375000 Penalty: 4688.479980
	Iteration 6F: 3 clusters Score -1601905 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1602513.000000 Penalty: 4688.479980
	Iteration 7F: 3 clusters Score -1602513 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1603178.500000 Penalty: 4688.479980
	Iteration 8F: 3 clusters Score -1603178 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1603882.625000 Penalty: 4688.479980
	Iteration 9F: 3 clusters Score -1603883 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1604518.875000 Penalty: 4688.479980
	Iteration 10F: 3 clusters Score -1604519 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1604950.375000 Penalty: 4688.479980
	Iteration 11Q: 3 clusters Score -1604950 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1605225.125000 Penalty: 4688.479980
	Iteration 12Q: 3 clusters Score -1605225 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1605389.000000 Penalty: 4688.479980
	Iteration 13Q: 3 clusters Score -1605389 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1605469.250000 Penalty: 4688.479980
	Iteration 14Q: 3 clusters Score -1605469 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1605515.000000 Penalty: 4688.479980
	Iteration 15Q: 3 clusters Score -1605515 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1605558.625000 Penalty: 4688.479980
	Iteration 16Q: 3 clusters Score -1605559 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1605584.625000 Penalty: 4688.479980
	Iteration 17Q: 3 clusters Score -1605585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1605610.625000 Penalty: 4688.479980
	Iteration 18Q: 3 clusters Score -1605611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1605629.250000 Penalty: 4688.479980
	Iteration 19Q: 3 clusters Score -1605629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1605654.750000 Penalty: 4688.479980
	Iteration 20F: 3 clusters Score -1605655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1605680.500000 Penalty: 4688.479980
	Iteration 21Q: 3 clusters Score -1605680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1605697.625000 Penalty: 4688.479980
	Iteration 22Q: 3 clusters Score -1605698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1605710.625000 Penalty: 4688.479980
	Iteration 23Q: 3 clusters Score -1605711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1605723.500000 Penalty: 4688.479980
	Iteration 24Q: 3 clusters Score -1605724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1605741.125000 Penalty: 4688.479980
	Iteration 25Q: 3 clusters Score -1605741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1605757.500000 Penalty: 4688.479980
	Iteration 26Q: 3 clusters Score -1605758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1605758.500000 Penalty: 4688.479980
	Iteration 27Q: 3 clusters Score -1605758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1605769.250000 Penalty: 4688.479980
	Iteration 28Q: 3 clusters Score -1605769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1605776.500000 Penalty: 4688.479980
	Iteration 29Q: 3 clusters Score -1605776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1605777.875000 Penalty: 4688.479980
	Iteration 30Q: 3 clusters Score -1605778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1605779.250000 Penalty: 4688.479980
	Iteration 31Q: 3 clusters Score -1605779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1605780.500000 Penalty: 4688.479980
	Iteration 32Q: 3 clusters Score -1605780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1605783.750000 Penalty: 4688.479980
	Iteration 33Q: 3 clusters Score -1605784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1605784.625000 Penalty: 4688.479980
	Iteration 34Q: 3 clusters Score -1605785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1605786.875000 Penalty: 4688.479980
	Iteration 35Q: 3 clusters Score -1605787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1605786.125000 Penalty: 4688.479980
	Iteration 36Q: 3 clusters Score -1605786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1605792.500000 Penalty: 4688.479980
	Iteration 37Q: 3 clusters Score -1605792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1605799.125000 Penalty: 4688.479980
	Iteration 38Q: 3 clusters Score -1605799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1605800.875000 Penalty: 4688.479980
	Iteration 39Q: 3 clusters Score -1605801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1605804.125000 Penalty: 4688.479980
	Iteration 40F: 3 clusters Score -1605804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1605806.875000 Penalty: 4688.479980
	Iteration 41Q: 3 clusters Score -1605807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1605807.000000 Penalty: 4688.479980
	Iteration 42Q: 3 clusters Score -1605807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1605809.000000 Penalty: 4688.479980
	Iteration 43Q: 3 clusters Score -1605809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1605814.750000 Penalty: 4688.479980
	Iteration 44Q: 3 clusters Score -1605815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1605813.000000 Penalty: 4688.479980
	Iteration 45Q: 3 clusters Score -1605813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1605812.750000 Penalty: 4688.479980
	Iteration 46Q: 3 clusters Score -1605813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1605810.750000 Penalty: 4688.479980
	Iteration 47Q: 3 clusters Score -1605811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1605812.625000 Penalty: 4688.479980
	Iteration 48Q: 3 clusters Score -1605813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1605811.625000 Penalty: 4688.479980
	Iteration 49Q: 3 clusters Score -1605812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1605811.625000 Penalty: 4688.479980
	Iteration 50F: 3 clusters Score -1605812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135891.609375 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135891.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136277.265625 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136277.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136467.109375 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136467.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136594.781250 Penalty: 3511.275635
	Iteration 3Q: 3 clusters Score -136594.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136681.734375 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -136681.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136768.843750 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -136768.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136879.531250 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -136879.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136970.328125 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -136970.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -137071.328125 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -137071.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137167.625000 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137167.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137239.031250 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137315.453125 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137315.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -137368.609375 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137393.734375 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137418.234375 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137418.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -137439.843750 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137453.109375 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -137453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137457.656250 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -137457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -137462.046875 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -137462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137463.453125 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -137463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -137466.078125 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -137466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -137469.125000 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -137469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -137469.125000 Penalty: 3511.275635
	Iteration 22F: 3 clusters Score -137469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10958.996094 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11026.918945 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11026.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11037.704102 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11045.505859 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11045.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11045.505859 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -11045.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -413888.218750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -413888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -410335.343750 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -410335.3 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -411057.531250 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -411057.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -411241.593750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -411241.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -411367.562500 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -411367.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -411456.750000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -411456.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -411536.156250 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -411536.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -411590.593750 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -411590.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -411628.750000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -411628.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -411661.156250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -411661.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -411687.843750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -411687.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -411711.000000 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -411711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -411736.093750 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -411736.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -411762.406250 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -411762.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -411782.500000 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -411782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -411798.656250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -411798.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -411804.875000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -411804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -411810.281250 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -411810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -411818.125000 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -411818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -411826.906250 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -411826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -411836.687500 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -411836.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -411846.375000 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -411846.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -411853.468750 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -411853.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -411861.718750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -411861.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -411869.812500 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -411869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -411878.531250 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -411878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -411884.906250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -411884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -411892.281250 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -411892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -411899.718750 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -411899.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -411907.000000 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -411907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411914.281250 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -411914.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -411920.343750 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -411920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -411922.250000 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -411922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -411924.500000 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -411924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -411927.437500 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -411927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -411929.812500 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -411929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -411931.937500 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -411931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -411933.656250 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -411933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -411934.343750 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -411934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -411934.906250 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -411934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -411936.562500 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -411936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -411937.218750 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -411937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -411938.531250 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -411938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -411938.000000 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -411938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -411938.718750 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -411938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -411938.718750 Penalty: 4042.202637
	Iteration 44F: 3 clusters Score -411938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -267065.750000 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -267065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -264352.031250 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -264352 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264838.218750 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -264838.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264964.593750 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -264964.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265033.562500 Penalty: 3800.117432
	Iteration 3Q: 3 clusters Score -265033.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -265076.187500 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -265076.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -265107.937500 Penalty: 3800.117432
	Iteration 5Q: 3 clusters Score -265107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -265123.031250 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -265123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -265133.843750 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -265133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -265146.281250 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -265146.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -265155.843750 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -265155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -265164.843750 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -265164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -265170.437500 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -265170.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -265178.093750 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -265178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -265187.125000 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -265187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -265194.406250 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -265194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -265197.156250 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -265197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -265199.062500 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -265199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -265200.562500 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -265200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -265201.187500 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -265201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -265201.187500 Penalty: 3800.117432
	Iteration 19F: 3 clusters Score -265201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Entering Unmasked Estep 
Score: -3474244.000000 Penalty: 2539.412598
	Iteration 0F: 2 clusters Score -3474244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3454967.500000 Penalty: 5078.825195
	Iteration 0F: 3 clusters Score -3454968 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3461780.250000 Penalty: 5078.825195
	Iteration 1F: 3 clusters Score -3461780 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3462299.250000 Penalty: 5078.825195
	Iteration 2F: 3 clusters Score -3462299 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3462814.000000 Penalty: 5078.825195
	Iteration 3Q: 3 clusters Score -3462814 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3463321.750000 Penalty: 5078.825195
	Iteration 4Q: 3 clusters Score -3463322 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3463865.750000 Penalty: 5078.825195
	Iteration 5Q: 3 clusters Score -3463866 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3464462.250000 Penalty: 5078.825195
	Iteration 6Q: 3 clusters Score -3464462 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3465122.500000 Penalty: 5078.825195
	Iteration 7Q: 3 clusters Score -3465122 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3465844.750000 Penalty: 5078.825195
	Iteration 8F: 3 clusters Score -3465845 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3466541.000000 Penalty: 5078.825195
	Iteration 9Q: 3 clusters Score -3466541 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3467305.000000 Penalty: 5078.825195
	Iteration 10Q: 3 clusters Score -3467305 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3468078.250000 Penalty: 5078.825195
	Iteration 11Q: 3 clusters Score -3468078 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3468829.750000 Penalty: 5078.825195
	Iteration 12Q: 3 clusters Score -3468830 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3469469.000000 Penalty: 5078.825195
	Iteration 13Q: 3 clusters Score -3469469 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3470065.250000 Penalty: 5078.825195
	Iteration 14Q: 3 clusters Score -3470065 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3470650.500000 Penalty: 5078.825195
	Iteration 15Q: 3 clusters Score -3470650 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3471054.000000 Penalty: 5078.825195
	Iteration 16Q: 3 clusters Score -3471054 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3471367.000000 Penalty: 5078.825195
	Iteration 17Q: 3 clusters Score -3471367 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3471602.000000 Penalty: 5078.825195
	Iteration 18Q: 3 clusters Score -3471602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3471767.500000 Penalty: 5078.825195
	Iteration 19Q: 3 clusters Score -3471768 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3471877.250000 Penalty: 5078.825195
	Iteration 20F: 3 clusters Score -3471877 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3471976.500000 Penalty: 5078.825195
	Iteration 21Q: 3 clusters Score -3471976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3472054.500000 Penalty: 5078.825195
	Iteration 22Q: 3 clusters Score -3472054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3472123.250000 Penalty: 5078.825195
	Iteration 23Q: 3 clusters Score -3472123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3472180.500000 Penalty: 5078.825195
	Iteration 24Q: 3 clusters Score -3472180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3472225.750000 Penalty: 5078.825195
	Iteration 25Q: 3 clusters Score -3472226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3472261.750000 Penalty: 5078.825195
	Iteration 26Q: 3 clusters Score -3472262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3472284.750000 Penalty: 5078.825195
	Iteration 27Q: 3 clusters Score -3472285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3472306.750000 Penalty: 5078.825195
	Iteration 28Q: 3 clusters Score -3472307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3472320.750000 Penalty: 5078.825195
	Iteration 29Q: 3 clusters Score -3472321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3472337.250000 Penalty: 5078.825195
	Iteration 30Q: 3 clusters Score -3472337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3472351.000000 Penalty: 5078.825195
	Iteration 31Q: 3 clusters Score -3472351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3472370.500000 Penalty: 5078.825195
	Iteration 32Q: 3 clusters Score -3472370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3472375.750000 Penalty: 5078.825195
	Iteration 33Q: 3 clusters Score -3472376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3472372.000000 Penalty: 5078.825195
	Iteration 34Q: 3 clusters Score -3472372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3472374.250000 Penalty: 5078.825195
	Iteration 35Q: 3 clusters Score -3472374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3472378.000000 Penalty: 5078.825195
	Iteration 36Q: 3 clusters Score -3472378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3472383.750000 Penalty: 5078.825195
	Iteration 37Q: 3 clusters Score -3472384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3472389.000000 Penalty: 5078.825195
	Iteration 38Q: 3 clusters Score -3472389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3472393.750000 Penalty: 5078.825195
	Iteration 39Q: 3 clusters Score -3472394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3472393.750000 Penalty: 5078.825195
	Iteration 40F: 3 clusters Score -3472394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3472398.750000 Penalty: 5078.825195
	Iteration 41Q: 3 clusters Score -3472399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3472397.750000 Penalty: 5078.825195
	Iteration 42Q: 3 clusters Score -3472398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3472393.000000 Penalty: 5078.825195
	Iteration 43Q: 3 clusters Score -3472393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3472399.750000 Penalty: 5078.825195
	Iteration 44Q: 3 clusters Score -3472400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3472400.500000 Penalty: 5078.825195
	Iteration 45Q: 3 clusters Score -3472400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3472401.750000 Penalty: 5078.825195
	Iteration 46Q: 3 clusters Score -3472402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3472404.000000 Penalty: 5078.825195
	Iteration 47Q: 3 clusters Score -3472404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3472405.500000 Penalty: 5078.825195
	Iteration 48Q: 3 clusters Score -3472406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3472397.500000 Penalty: 5078.825195
	Iteration 49Q: 3 clusters Score -3472398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3472398.500000 Penalty: 5078.825195
	Iteration 50Q: 3 clusters Score -3472398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3472401.500000 Penalty: 5078.825195
	Iteration 51Q: 3 clusters Score -3472402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3472400.000000 Penalty: 5078.825195
	Iteration 52Q: 3 clusters Score -3472400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3472398.250000 Penalty: 5078.825195
	Iteration 53Q: 3 clusters Score -3472398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3472399.500000 Penalty: 5078.825195
	Iteration 54Q: 3 clusters Score -3472400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3472401.500000 Penalty: 5078.825195
	Iteration 55Q: 3 clusters Score -3472402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3472402.750000 Penalty: 5078.825195
	Iteration 56Q: 3 clusters Score -3472403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3472402.000000 Penalty: 5078.825195
	Iteration 57Q: 3 clusters Score -3472402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3472403.500000 Penalty: 5078.825195
	Iteration 58Q: 3 clusters Score -3472404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3472404.500000 Penalty: 5078.825195
	Iteration 59Q: 3 clusters Score -3472404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3472404.750000 Penalty: 5078.825195
	Iteration 60F: 3 clusters Score -3472405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3472406.250000 Penalty: 5078.825195
	Iteration 61Q: 3 clusters Score -3472406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3472407.000000 Penalty: 5078.825195
	Iteration 62Q: 3 clusters Score -3472407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3472407.000000 Penalty: 5078.825195
	Iteration 63F: 3 clusters Score -3472407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -602091.437500 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -602091.4 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 2487 members 
Entering Unmasked Estep 
Score: -597615.187500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -597615.2 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -598733.000000 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -598733 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -598954.125000 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -598954.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -599072.125000 Penalty: 4214.000977
	Iteration 3Q: 3 clusters Score -599072.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -599141.250000 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -599141.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -599191.812500 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -599191.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -599230.625000 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -599230.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -599276.812500 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -599276.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -599324.437500 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -599324.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -599378.125000 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -599378.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -599430.500000 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -599430.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -599482.437500 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -599482.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -599519.437500 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -599519.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -599567.000000 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -599567 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -599618.812500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -599618.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -599662.062500 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -599662.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -599700.062500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -599700.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -599741.625000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -599741.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -599773.000000 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -599773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -599806.312500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -599806.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -599844.187500 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -599844.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -599869.250000 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -599869.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -599895.437500 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -599895.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -599922.250000 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -599922.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -599943.687500 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -599943.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -599966.687500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -599966.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -599995.937500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -599995.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -600025.625000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -600025.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -600058.375000 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -600058.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -600086.687500 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -600086.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -600106.375000 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -600106.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -600122.500000 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -600122.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -600146.625000 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -600146.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -600169.875000 Penalty: 4214.000977
	Iteration 33Q: 3 clusters Score -600169.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -600192.437500 Penalty: 4214.000977
	Iteration 34Q: 3 clusters Score -600192.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -600216.812500 Penalty: 4214.000977
	Iteration 35Q: 3 clusters Score -600216.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600250.062500 Penalty: 4214.000977
	Iteration 36Q: 3 clusters Score -600250.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -600282.875000 Penalty: 4214.000977
	Iteration 37Q: 3 clusters Score -600282.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -600309.250000 Penalty: 4214.000977
	Iteration 38Q: 3 clusters Score -600309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -600343.375000 Penalty: 4214.000977
	Iteration 39Q: 3 clusters Score -600343.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -600369.875000 Penalty: 4214.000977
	Iteration 40F: 3 clusters Score -600369.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -600402.875000 Penalty: 4214.000977
	Iteration 41Q: 3 clusters Score -600402.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -600427.937500 Penalty: 4214.000977
	Iteration 42Q: 3 clusters Score -600427.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -600445.125000 Penalty: 4214.000977
	Iteration 43Q: 3 clusters Score -600445.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -600457.187500 Penalty: 4214.000977
	Iteration 44Q: 3 clusters Score -600457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -600468.062500 Penalty: 4214.000977
	Iteration 45Q: 3 clusters Score -600468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -600471.812500 Penalty: 4214.000977
	Iteration 46Q: 3 clusters Score -600471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -600473.937500 Penalty: 4214.000977
	Iteration 47Q: 3 clusters Score -600473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -600474.187500 Penalty: 4214.000977
	Iteration 48Q: 3 clusters Score -600474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -600475.812500 Penalty: 4214.000977
	Iteration 49Q: 3 clusters Score -600475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -600475.812500 Penalty: 4214.000977
	Iteration 50Q: 3 clusters Score -600475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -600476.500000 Penalty: 4214.000977
	Iteration 51Q: 3 clusters Score -600476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -600477.500000 Penalty: 4214.000977
	Iteration 52Q: 3 clusters Score -600477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -600478.500000 Penalty: 4214.000977
	Iteration 53Q: 3 clusters Score -600478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -600478.500000 Penalty: 4214.000977
	Iteration 54F: 3 clusters Score -600478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Entering Unmasked Estep 
Score: -6048684.000000 Penalty: 2678.456543
	Iteration 0F: 2 clusters Score -6048684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -6015732.500000 Penalty: 5356.913086
	Iteration 0F: 3 clusters Score -6015732 nChanged 22560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -6027950.500000 Penalty: 5356.913086
	Iteration 1F: 3 clusters Score -6027950 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6028436.000000 Penalty: 5356.913086
	Iteration 2Q: 3 clusters Score -6028436 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6028881.500000 Penalty: 5356.913086
	Iteration 3Q: 3 clusters Score -6028882 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -6029222.000000 Penalty: 5356.913086
	Iteration 4Q: 3 clusters Score -6029222 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -6029587.500000 Penalty: 5356.913086
	Iteration 5Q: 3 clusters Score -6029588 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6029936.000000 Penalty: 5356.913086
	Iteration 6Q: 3 clusters Score -6029936 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6030309.500000 Penalty: 5356.913086
	Iteration 7Q: 3 clusters Score -6030310 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6030699.000000 Penalty: 5356.913086
	Iteration 8Q: 3 clusters Score -6030699 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6031162.500000 Penalty: 5356.913086
	Iteration 9Q: 3 clusters Score -6031162 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -6031690.000000 Penalty: 5356.913086
	Iteration 10Q: 3 clusters Score -6031690 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -6032393.500000 Penalty: 5356.913086
	Iteration 11Q: 3 clusters Score -6032394 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -6033355.000000 Penalty: 5356.913086
	Iteration 12Q: 3 clusters Score -6033355 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6034445.000000 Penalty: 5356.913086
	Iteration 13Q: 3 clusters Score -6034445 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6035763.500000 Penalty: 5356.913086
	Iteration 14Q: 3 clusters Score -6035764 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6037014.000000 Penalty: 5356.913086
	Iteration 15Q: 3 clusters Score -6037014 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6037886.000000 Penalty: 5356.913086
	Iteration 16Q: 3 clusters Score -6037886 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6038546.000000 Penalty: 5356.913086
	Iteration 17Q: 3 clusters Score -6038546 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -6038975.500000 Penalty: 5356.913086
	Iteration 18Q: 3 clusters Score -6038976 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -6039361.500000 Penalty: 5356.913086
	Iteration 19Q: 3 clusters Score -6039362 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -6039719.500000 Penalty: 5356.913086
	Iteration 20F: 3 clusters Score -6039720 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6040001.500000 Penalty: 5356.913086
	Iteration 21Q: 3 clusters Score -6040002 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -6040278.500000 Penalty: 5356.913086
	Iteration 22Q: 3 clusters Score -6040278 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -6040535.000000 Penalty: 5356.913086
	Iteration 23Q: 3 clusters Score -6040535 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -6040798.000000 Penalty: 5356.913086
	Iteration 24Q: 3 clusters Score -6040798 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -6041066.000000 Penalty: 5356.913086
	Iteration 25Q: 3 clusters Score -6041066 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6041374.500000 Penalty: 5356.913086
	Iteration 26Q: 3 clusters Score -6041374 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -6041644.500000 Penalty: 5356.913086
	Iteration 27Q: 3 clusters Score -6041644 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -6041966.000000 Penalty: 5356.913086
	Iteration 28Q: 3 clusters Score -6041966 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -6042288.500000 Penalty: 5356.913086
	Iteration 29Q: 3 clusters Score -6042288 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -6042629.500000 Penalty: 5356.913086
	Iteration 30Q: 3 clusters Score -6042630 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -6042991.500000 Penalty: 5356.913086
	Iteration 31Q: 3 clusters Score -6042992 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -6043325.000000 Penalty: 5356.913086
	Iteration 32Q: 3 clusters Score -6043325 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -6043663.500000 Penalty: 5356.913086
	Iteration 33Q: 3 clusters Score -6043664 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -6044052.000000 Penalty: 5356.913086
	Iteration 34Q: 3 clusters Score -6044052 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -6044445.000000 Penalty: 5356.913086
	Iteration 35Q: 3 clusters Score -6044445 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6044808.500000 Penalty: 5356.913086
	Iteration 36Q: 3 clusters Score -6044808 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6045129.000000 Penalty: 5356.913086
	Iteration 37Q: 3 clusters Score -6045129 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6045406.000000 Penalty: 5356.913086
	Iteration 38Q: 3 clusters Score -6045406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -6045638.000000 Penalty: 5356.913086
	Iteration 39Q: 3 clusters Score -6045638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -6045845.500000 Penalty: 5356.913086
	Iteration 40F: 3 clusters Score -6045846 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6046007.000000 Penalty: 5356.913086
	Iteration 41Q: 3 clusters Score -6046007 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6046118.500000 Penalty: 5356.913086
	Iteration 42Q: 3 clusters Score -6046118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6046215.500000 Penalty: 5356.913086
	Iteration 43Q: 3 clusters Score -6046216 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6046299.000000 Penalty: 5356.913086
	Iteration 44Q: 3 clusters Score -6046299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -6046362.500000 Penalty: 5356.913086
	Iteration 45Q: 3 clusters Score -6046362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6046396.500000 Penalty: 5356.913086
	Iteration 46Q: 3 clusters Score -6046396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6046431.000000 Penalty: 5356.913086
	Iteration 47Q: 3 clusters Score -6046431 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6046494.500000 Penalty: 5356.913086
	Iteration 48Q: 3 clusters Score -6046494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6046526.500000 Penalty: 5356.913086
	Iteration 49Q: 3 clusters Score -6046526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6046564.000000 Penalty: 5356.913086
	Iteration 50Q: 3 clusters Score -6046564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -6046583.000000 Penalty: 5356.913086
	Iteration 51Q: 3 clusters Score -6046583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6046568.500000 Penalty: 5356.913086
	Iteration 52Q: 3 clusters Score -6046568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -6046585.000000 Penalty: 5356.913086
	Iteration 53Q: 3 clusters Score -6046585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6046594.500000 Penalty: 5356.913086
	Iteration 54Q: 3 clusters Score -6046594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6046602.500000 Penalty: 5356.913086
	Iteration 55Q: 3 clusters Score -6046602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -6046601.500000 Penalty: 5356.913086
	Iteration 56Q: 3 clusters Score -6046602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6046611.000000 Penalty: 5356.913086
	Iteration 57Q: 3 clusters Score -6046611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -6046613.500000 Penalty: 5356.913086
	Iteration 58Q: 3 clusters Score -6046614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -6046621.500000 Penalty: 5356.913086
	Iteration 59Q: 3 clusters Score -6046622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6046634.000000 Penalty: 5356.913086
	Iteration 60F: 3 clusters Score -6046634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -6046649.000000 Penalty: 5356.913086
	Iteration 61Q: 3 clusters Score -6046649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -6046637.000000 Penalty: 5356.913086
	Iteration 62Q: 3 clusters Score -6046637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -6046640.500000 Penalty: 5356.913086
	Iteration 63Q: 3 clusters Score -6046640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -6046642.500000 Penalty: 5356.913086
	Iteration 64Q: 3 clusters Score -6046642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -6046653.500000 Penalty: 5356.913086
	Iteration 65Q: 3 clusters Score -6046654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6046651.500000 Penalty: 5356.913086
	Iteration 66Q: 3 clusters Score -6046652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6046658.500000 Penalty: 5356.913086
	Iteration 67Q: 3 clusters Score -6046658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -6046652.000000 Penalty: 5356.913086
	Iteration 68Q: 3 clusters Score -6046652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6046653.500000 Penalty: 5356.913086
	Iteration 69Q: 3 clusters Score -6046654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -6046650.000000 Penalty: 5356.913086
	Iteration 70Q: 3 clusters Score -6046650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6046644.000000 Penalty: 5356.913086
	Iteration 71Q: 3 clusters Score -6046644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6046652.500000 Penalty: 5356.913086
	Iteration 72Q: 3 clusters Score -6046652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6046648.000000 Penalty: 5356.913086
	Iteration 73Q: 3 clusters Score -6046648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6046650.000000 Penalty: 5356.913086
	Iteration 74Q: 3 clusters Score -6046650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6046654.500000 Penalty: 5356.913086
	Iteration 75Q: 3 clusters Score -6046654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -6046651.000000 Penalty: 5356.913086
	Iteration 76Q: 3 clusters Score -6046651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -6046657.000000 Penalty: 5356.913086
	Iteration 77Q: 3 clusters Score -6046657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -6046660.500000 Penalty: 5356.913086
	Iteration 78Q: 3 clusters Score -6046660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6046662.500000 Penalty: 5356.913086
	Iteration 79Q: 3 clusters Score -6046662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6046663.500000 Penalty: 5356.913086
	Iteration 80F: 3 clusters Score -6046664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6046658.000000 Penalty: 5356.913086
	Iteration 81Q: 3 clusters Score -6046658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6046658.500000 Penalty: 5356.913086
	Iteration 82Q: 3 clusters Score -6046658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6046658.500000 Penalty: 5356.913086
	Iteration 83Q: 3 clusters Score -6046658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6046658.500000 Penalty: 5356.913086
	Iteration 84F: 3 clusters Score -6046658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (113226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Entering Unmasked Estep 
Score: -14187256.000000 Penalty: 2886.010986
	Iteration 0F: 2 clusters Score -1.418726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -14111322.000000 Penalty: 5772.021973
	Iteration 0F: 3 clusters Score -1.411132e+07 nChanged 53948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -14142457.000000 Penalty: 5772.021973
	Iteration 1F: 3 clusters Score -1.414246e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -14143478.000000 Penalty: 5772.021973
	Iteration 2Q: 3 clusters Score -1.414348e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -14144511.000000 Penalty: 5772.021973
	Iteration 3Q: 3 clusters Score -1.414451e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -14145907.000000 Penalty: 5772.021973
	Iteration 4Q: 3 clusters Score -1.414591e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -14147744.000000 Penalty: 5772.021973
	Iteration 5Q: 3 clusters Score -1.414774e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -14150206.000000 Penalty: 5772.021973
	Iteration 6Q: 3 clusters Score -1.415021e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -14153210.000000 Penalty: 5772.021973
	Iteration 7F: 3 clusters Score -1.415321e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -14156942.000000 Penalty: 5772.021973
	Iteration 8F: 3 clusters Score -1.415694e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -14161471.000000 Penalty: 5772.021973
	Iteration 9F: 3 clusters Score -1.416147e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -14166152.000000 Penalty: 5772.021973
	Iteration 10F: 3 clusters Score -1.416615e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -14170349.000000 Penalty: 5772.021973
	Iteration 11Q: 3 clusters Score -1.417035e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -14173307.000000 Penalty: 5772.021973
	Iteration 12Q: 3 clusters Score -1.417331e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -14175166.000000 Penalty: 5772.021973
	Iteration 13Q: 3 clusters Score -1.417517e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -14176568.000000 Penalty: 5772.021973
	Iteration 14Q: 3 clusters Score -1.417657e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -14177591.000000 Penalty: 5772.021973
	Iteration 15Q: 3 clusters Score -1.417759e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -14178510.000000 Penalty: 5772.021973
	Iteration 16Q: 3 clusters Score -1.417851e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -14179336.000000 Penalty: 5772.021973
	Iteration 17Q: 3 clusters Score -1.417934e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -14180075.000000 Penalty: 5772.021973
	Iteration 18Q: 3 clusters Score -1.418008e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -14180771.000000 Penalty: 5772.021973
	Iteration 19Q: 3 clusters Score -1.418077e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102898 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -14181304.000000 Penalty: 5772.021973
	Iteration 20F: 3 clusters Score -1.41813e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103860 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -14181745.000000 Penalty: 5772.021973
	Iteration 21Q: 3 clusters Score -1.418174e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -14182075.000000 Penalty: 5772.021973
	Iteration 22Q: 3 clusters Score -1.418208e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -14182435.000000 Penalty: 5772.021973
	Iteration 23Q: 3 clusters Score -1.418244e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -14182693.000000 Penalty: 5772.021973
	Iteration 24Q: 3 clusters Score -1.418269e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -14182942.000000 Penalty: 5772.021973
	Iteration 25Q: 3 clusters Score -1.418294e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -14183144.000000 Penalty: 5772.021973
	Iteration 26Q: 3 clusters Score -1.418314e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -14183308.000000 Penalty: 5772.021973
	Iteration 27Q: 3 clusters Score -1.418331e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -14183478.000000 Penalty: 5772.021973
	Iteration 28Q: 3 clusters Score -1.418348e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -14183584.000000 Penalty: 5772.021973
	Iteration 29Q: 3 clusters Score -1.418358e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -14183694.000000 Penalty: 5772.021973
	Iteration 30Q: 3 clusters Score -1.418369e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -14183812.000000 Penalty: 5772.021973
	Iteration 31Q: 3 clusters Score -1.418381e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -14183912.000000 Penalty: 5772.021973
	Iteration 32Q: 3 clusters Score -1.418391e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -14183965.000000 Penalty: 5772.021973
	Iteration 33Q: 3 clusters Score -1.418396e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -14184072.000000 Penalty: 5772.021973
	Iteration 34Q: 3 clusters Score -1.418407e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -14184114.000000 Penalty: 5772.021973
	Iteration 35Q: 3 clusters Score -1.418411e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -14184187.000000 Penalty: 5772.021973
	Iteration 36Q: 3 clusters Score -1.418419e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -14184278.000000 Penalty: 5772.021973
	Iteration 37Q: 3 clusters Score -1.418428e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -14184309.000000 Penalty: 5772.021973
	Iteration 38Q: 3 clusters Score -1.418431e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14184355.000000 Penalty: 5772.021973
	Iteration 39Q: 3 clusters Score -1.418436e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110800 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -14184427.000000 Penalty: 5772.021973
	Iteration 40F: 3 clusters Score -1.418443e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14184482.000000 Penalty: 5772.021973
	Iteration 41Q: 3 clusters Score -1.418448e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -14184540.000000 Penalty: 5772.021973
	Iteration 42Q: 3 clusters Score -1.418454e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -14184542.000000 Penalty: 5772.021973
	Iteration 43Q: 3 clusters Score -1.418454e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -14184589.000000 Penalty: 5772.021973
	Iteration 44Q: 3 clusters Score -1.418459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -14184601.000000 Penalty: 5772.021973
	Iteration 45Q: 3 clusters Score -1.41846e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -14184631.000000 Penalty: 5772.021973
	Iteration 46Q: 3 clusters Score -1.418463e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14184633.000000 Penalty: 5772.021973
	Iteration 47Q: 3 clusters Score -1.418463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -14184659.000000 Penalty: 5772.021973
	Iteration 48Q: 3 clusters Score -1.418466e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -14184668.000000 Penalty: 5772.021973
	Iteration 49Q: 3 clusters Score -1.418467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -14184673.000000 Penalty: 5772.021973
	Iteration 50Q: 3 clusters Score -1.418467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14184671.000000 Penalty: 5772.021973
	Iteration 51Q: 3 clusters Score -1.418467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14184672.000000 Penalty: 5772.021973
	Iteration 52Q: 3 clusters Score -1.418467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -14184682.000000 Penalty: 5772.021973
	Iteration 53Q: 3 clusters Score -1.418468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14184703.000000 Penalty: 5772.021973
	Iteration 54Q: 3 clusters Score -1.41847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111637 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -14184698.000000 Penalty: 5772.021973
	Iteration 55Q: 3 clusters Score -1.41847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -14184718.000000 Penalty: 5772.021973
	Iteration 56Q: 3 clusters Score -1.418472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14184718.000000 Penalty: 5772.021973
	Iteration 57Q: 3 clusters Score -1.418472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -14184726.000000 Penalty: 5772.021973
	Iteration 58Q: 3 clusters Score -1.418473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14184713.000000 Penalty: 5772.021973
	Iteration 59Q: 3 clusters Score -1.418471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14184714.000000 Penalty: 5772.021973
	Iteration 60F: 3 clusters Score -1.418471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -14184709.000000 Penalty: 5772.021973
	Iteration 61Q: 3 clusters Score -1.418471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14184718.000000 Penalty: 5772.021973
	Iteration 62Q: 3 clusters Score -1.418472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14184717.000000 Penalty: 5772.021973
	Iteration 63Q: 3 clusters Score -1.418472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14184741.000000 Penalty: 5772.021973
	Iteration 64Q: 3 clusters Score -1.418474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14184749.000000 Penalty: 5772.021973
	Iteration 65Q: 3 clusters Score -1.418475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14184752.000000 Penalty: 5772.021973
	Iteration 66Q: 3 clusters Score -1.418475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14184739.000000 Penalty: 5772.021973
	Iteration 67Q: 3 clusters Score -1.418474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14184753.000000 Penalty: 5772.021973
	Iteration 68Q: 3 clusters Score -1.418475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14184775.000000 Penalty: 5772.021973
	Iteration 69Q: 3 clusters Score -1.418478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14184766.000000 Penalty: 5772.021973
	Iteration 70Q: 3 clusters Score -1.418477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14184777.000000 Penalty: 5772.021973
	Iteration 71Q: 3 clusters Score -1.418478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -14184792.000000 Penalty: 5772.021973
	Iteration 72Q: 3 clusters Score -1.418479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14184772.000000 Penalty: 5772.021973
	Iteration 73Q: 3 clusters Score -1.418477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14184779.000000 Penalty: 5772.021973
	Iteration 74Q: 3 clusters Score -1.418478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14184783.000000 Penalty: 5772.021973
	Iteration 75Q: 3 clusters Score -1.418478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14184790.000000 Penalty: 5772.021973
	Iteration 76Q: 3 clusters Score -1.418479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111947 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14184787.000000 Penalty: 5772.021973
	Iteration 77Q: 3 clusters Score -1.418479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14184796.000000 Penalty: 5772.021973
	Iteration 78Q: 3 clusters Score -1.41848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14184803.000000 Penalty: 5772.021973
	Iteration 79Q: 3 clusters Score -1.41848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111953 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -14184801.000000 Penalty: 5772.021973
	Iteration 80F: 3 clusters Score -1.41848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14184803.000000 Penalty: 5772.021973
	Iteration 81Q: 3 clusters Score -1.41848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14184803.000000 Penalty: 5772.021973
	Iteration 82F: 3 clusters Score -1.41848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134789.062500 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134789.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135288.671875 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135288.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135469.796875 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135469.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135593.515625 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -135593.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135716.343750 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -135716.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135833.500000 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -135833.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -135925.343750 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -135925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135990.531250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -135990.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136052.203125 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136052.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -136097.906250 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136097.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136127.593750 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136127.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136142.937500 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136156.031250 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136180.359375 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136180.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136204.125000 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136218.875000 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136222.718750 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -136222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136224.093750 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -136224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136224.093750 Penalty: 3516.678223
	Iteration 18F: 3 clusters Score -136224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48311.027344 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48311.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46836.859375 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -46836.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46973.117188 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -46973.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47019.566406 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -47019.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47051.832031 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -47051.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47064.527344 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -47064.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47075.734375 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -47075.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47083.812500 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -47083.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47088.386719 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -47088.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47100.480469 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -47100.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47122.886719 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -47122.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47138.878906 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -47138.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47167.257812 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -47167.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47210.488281 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -47210.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47244.222656 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -47244.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47273.445312 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -47273.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47294.656250 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -47294.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47316.898438 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -47316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47347.574219 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -47347.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47358.515625 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -47358.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47368.093750 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -47368.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47369.246094 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -47369.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -910609.187500 Penalty: 2235.190186
	Iteration 0F: 2 clusters Score -910609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -904074.187500 Penalty: 4470.380371
	Iteration 0F: 3 clusters Score -904074.2 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -906073.500000 Penalty: 4470.380371
	Iteration 1F: 3 clusters Score -906073.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -906538.812500 Penalty: 4470.380371
	Iteration 2F: 3 clusters Score -906538.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -906880.375000 Penalty: 4470.380371
	Iteration 3F: 3 clusters Score -906880.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -907189.250000 Penalty: 4470.380371
	Iteration 4F: 3 clusters Score -907189.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -907518.562500 Penalty: 4470.380371
	Iteration 5F: 3 clusters Score -907518.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -907886.250000 Penalty: 4470.380371
	Iteration 6F: 3 clusters Score -907886.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -908277.687500 Penalty: 4470.380371
	Iteration 7F: 3 clusters Score -908277.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -908644.375000 Penalty: 4470.380371
	Iteration 8F: 3 clusters Score -908644.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -908959.875000 Penalty: 4470.380371
	Iteration 9Q: 3 clusters Score -908959.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -909195.812500 Penalty: 4470.380371
	Iteration 10Q: 3 clusters Score -909195.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -909353.125000 Penalty: 4470.380371
	Iteration 11Q: 3 clusters Score -909353.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -909447.250000 Penalty: 4470.380371
	Iteration 12Q: 3 clusters Score -909447.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -909516.000000 Penalty: 4470.380371
	Iteration 13Q: 3 clusters Score -909516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -909573.812500 Penalty: 4470.380371
	Iteration 14Q: 3 clusters Score -909573.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -909616.625000 Penalty: 4470.380371
	Iteration 15Q: 3 clusters Score -909616.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -909647.125000 Penalty: 4470.380371
	Iteration 16Q: 3 clusters Score -909647.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -909679.187500 Penalty: 4470.380371
	Iteration 17Q: 3 clusters Score -909679.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -909706.375000 Penalty: 4470.380371
	Iteration 18Q: 3 clusters Score -909706.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -909736.750000 Penalty: 4470.380371
	Iteration 19Q: 3 clusters Score -909736.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -909768.562500 Penalty: 4470.380371
	Iteration 20F: 3 clusters Score -909768.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -909791.437500 Penalty: 4470.380371
	Iteration 21Q: 3 clusters Score -909791.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -909807.000000 Penalty: 4470.380371
	Iteration 22Q: 3 clusters Score -909807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -909818.500000 Penalty: 4470.380371
	Iteration 23Q: 3 clusters Score -909818.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -909831.937500 Penalty: 4470.380371
	Iteration 24Q: 3 clusters Score -909831.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -909841.187500 Penalty: 4470.380371
	Iteration 25Q: 3 clusters Score -909841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -909848.000000 Penalty: 4470.380371
	Iteration 26Q: 3 clusters Score -909848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -909855.437500 Penalty: 4470.380371
	Iteration 27Q: 3 clusters Score -909855.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -909862.000000 Penalty: 4470.380371
	Iteration 28Q: 3 clusters Score -909862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -909870.250000 Penalty: 4470.380371
	Iteration 29Q: 3 clusters Score -909870.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -909880.937500 Penalty: 4470.380371
	Iteration 30Q: 3 clusters Score -909880.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -909889.000000 Penalty: 4470.380371
	Iteration 31Q: 3 clusters Score -909889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -909897.500000 Penalty: 4470.380371
	Iteration 32Q: 3 clusters Score -909897.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -909905.312500 Penalty: 4470.380371
	Iteration 33Q: 3 clusters Score -909905.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -909910.250000 Penalty: 4470.380371
	Iteration 34Q: 3 clusters Score -909910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -909915.375000 Penalty: 4470.380371
	Iteration 35Q: 3 clusters Score -909915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -909916.750000 Penalty: 4470.380371
	Iteration 36Q: 3 clusters Score -909916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -909918.125000 Penalty: 4470.380371
	Iteration 37Q: 3 clusters Score -909918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -909920.812500 Penalty: 4470.380371
	Iteration 38Q: 3 clusters Score -909920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -909922.125000 Penalty: 4470.380371
	Iteration 39Q: 3 clusters Score -909922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -909921.875000 Penalty: 4470.380371
	Iteration 40F: 3 clusters Score -909921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -909923.937500 Penalty: 4470.380371
	Iteration 41Q: 3 clusters Score -909923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -909926.937500 Penalty: 4470.380371
	Iteration 42Q: 3 clusters Score -909926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -909926.562500 Penalty: 4470.380371
	Iteration 43Q: 3 clusters Score -909926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -909927.625000 Penalty: 4470.380371
	Iteration 44Q: 3 clusters Score -909927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -909928.375000 Penalty: 4470.380371
	Iteration 45Q: 3 clusters Score -909928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -909930.062500 Penalty: 4470.380371
	Iteration 46Q: 3 clusters Score -909930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -909929.812500 Penalty: 4470.380371
	Iteration 47Q: 3 clusters Score -909929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -909931.250000 Penalty: 4470.380371
	Iteration 48Q: 3 clusters Score -909931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -909932.687500 Penalty: 4470.380371
	Iteration 49Q: 3 clusters Score -909932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -909932.687500 Penalty: 4470.380371
	Iteration 50F: 3 clusters Score -909932.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -422603.343750 Penalty: 2014.127075
	Iteration 0F: 2 clusters Score -422603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -419138.593750 Penalty: 4028.254150
	Iteration 0F: 3 clusters Score -419138.6 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -419863.156250 Penalty: 4028.254150
	Iteration 1F: 3 clusters Score -419863.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420060.343750 Penalty: 4028.254150
	Iteration 2F: 3 clusters Score -420060.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -420206.562500 Penalty: 4028.254150
	Iteration 3F: 3 clusters Score -420206.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -420339.500000 Penalty: 4028.254150
	Iteration 4F: 3 clusters Score -420339.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -420434.468750 Penalty: 4028.254150
	Iteration 5Q: 3 clusters Score -420434.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420510.218750 Penalty: 4028.254150
	Iteration 6Q: 3 clusters Score -420510.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420584.500000 Penalty: 4028.254150
	Iteration 7Q: 3 clusters Score -420584.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -420645.093750 Penalty: 4028.254150
	Iteration 8Q: 3 clusters Score -420645.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -420696.968750 Penalty: 4028.254150
	Iteration 9Q: 3 clusters Score -420697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -420745.875000 Penalty: 4028.254150
	Iteration 10Q: 3 clusters Score -420745.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -420788.875000 Penalty: 4028.254150
	Iteration 11Q: 3 clusters Score -420788.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -420822.000000 Penalty: 4028.254150
	Iteration 12Q: 3 clusters Score -420822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -420847.781250 Penalty: 4028.254150
	Iteration 13Q: 3 clusters Score -420847.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -420883.312500 Penalty: 4028.254150
	Iteration 14Q: 3 clusters Score -420883.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -420913.281250 Penalty: 4028.254150
	Iteration 15Q: 3 clusters Score -420913.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -420939.937500 Penalty: 4028.254150
	Iteration 16Q: 3 clusters Score -420939.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -420971.687500 Penalty: 4028.254150
	Iteration 17Q: 3 clusters Score -420971.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -420996.312500 Penalty: 4028.254150
	Iteration 18Q: 3 clusters Score -420996.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -421022.531250 Penalty: 4028.254150
	Iteration 19Q: 3 clusters Score -421022.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -421040.156250 Penalty: 4028.254150
	Iteration 20F: 3 clusters Score -421040.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -421053.437500 Penalty: 4028.254150
	Iteration 21Q: 3 clusters Score -421053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -421063.375000 Penalty: 4028.254150
	Iteration 22Q: 3 clusters Score -421063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -421072.781250 Penalty: 4028.254150
	Iteration 23Q: 3 clusters Score -421072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -421080.156250 Penalty: 4028.254150
	Iteration 24Q: 3 clusters Score -421080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -421092.718750 Penalty: 4028.254150
	Iteration 25Q: 3 clusters Score -421092.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -421099.843750 Penalty: 4028.254150
	Iteration 26Q: 3 clusters Score -421099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -421105.687500 Penalty: 4028.254150
	Iteration 27Q: 3 clusters Score -421105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -421113.437500 Penalty: 4028.254150
	Iteration 28Q: 3 clusters Score -421113.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -421118.937500 Penalty: 4028.254150
	Iteration 29Q: 3 clusters Score -421118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -421122.093750 Penalty: 4028.254150
	Iteration 30Q: 3 clusters Score -421122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -421123.187500 Penalty: 4028.254150
	Iteration 31Q: 3 clusters Score -421123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -421125.312500 Penalty: 4028.254150
	Iteration 32Q: 3 clusters Score -421125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -421127.406250 Penalty: 4028.254150
	Iteration 33Q: 3 clusters Score -421127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -421127.718750 Penalty: 4028.254150
	Iteration 34Q: 3 clusters Score -421127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -421130.156250 Penalty: 4028.254150
	Iteration 35Q: 3 clusters Score -421130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -421131.187500 Penalty: 4028.254150
	Iteration 36Q: 3 clusters Score -421131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -421131.718750 Penalty: 4028.254150
	Iteration 37Q: 3 clusters Score -421131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -421132.375000 Penalty: 4028.254150
	Iteration 38Q: 3 clusters Score -421132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -421134.062500 Penalty: 4028.254150
	Iteration 39Q: 3 clusters Score -421134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -421134.906250 Penalty: 4028.254150
	Iteration 40F: 3 clusters Score -421134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -421135.406250 Penalty: 4028.254150
	Iteration 41Q: 3 clusters Score -421135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -421135.406250 Penalty: 4028.254150
	Iteration 42F: 3 clusters Score -421135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 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 370 members 
Entering Unmasked Estep 
Score: -75543.414062 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75543.41 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75934.031250 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75934.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76136.703125 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76136.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76341.437500 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76341.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76773.148438 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -76773.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77120.804688 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -77120.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77248.500000 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -77248.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -77328.398438 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -77328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77394.179688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -77394.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -77414.031250 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -77414.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77423.875000 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -77423.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77428.554688 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -77428.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77434.718750 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -77434.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77438.921875 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -77438.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77440.375000 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -77440.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77440.375000 Penalty: 3284.877197
	Iteration 15F: 3 clusters Score -77440.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40050 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25223 members 
Mstep: Class 10 contains 164839 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 87530 members 
Mstep: Class 13 contains 329652 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51670 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27989 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49032 members 
Mstep: Class 37 contains 113226 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3366 members 
Mstep: Class 42 contains 176 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 576 members 
Entering Unmasked Estep 
Score: -142005728.000000 Penalty: 169800.968750
Splitting cluster 42 changes total score from -142007280.000000 to -142005728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31049.972656 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -31049.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31229.210938 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31229.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31299.810547 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -31299.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31327.130859 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31327.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31344.708984 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31344.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31368.367188 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31368.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31395.699219 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -31395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31395.699219 Penalty: 2899.833740
	Iteration 7F: 3 clusters Score -31395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34607.730469 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34607.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34865.089844 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34865.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34933.011719 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -34933.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34980.933594 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -34980.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35049.550781 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -35049.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35116.562500 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -35116.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35167.785156 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -35167.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35203.949219 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -35203.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35235.011719 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -35235.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35256.714844 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -35256.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35256.714844 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -35256.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -712024.625000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -712024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -706908.750000 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -706908.8 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -708166.250000 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -708166.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -708394.937500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -708394.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -708546.187500 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -708546.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -708699.375000 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -708699.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -708861.125000 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -708861.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -709011.500000 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -709011.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709124.875000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -709124.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -709207.312500 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -709207.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -709287.812500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -709287.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -709357.250000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -709357.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -709428.937500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -709428.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -709493.437500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -709493.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -709557.625000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -709557.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -709625.250000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -709625.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -709711.687500 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -709711.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -709804.937500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -709804.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -709884.312500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -709884.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -709965.500000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -709965.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -710059.937500 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -710059.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -710174.625000 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -710174.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -710291.125000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -710291.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -710407.750000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -710407.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -710532.750000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -710532.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710654.875000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -710654.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -710732.437500 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -710732.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -710780.937500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -710780.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -710810.500000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -710810.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -710828.937500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -710828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -710840.812500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -710840.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -710851.562500 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -710851.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -710858.375000 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -710858.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -710862.937500 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -710862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -710865.312500 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -710865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -710868.375000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -710868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -710870.812500 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -710870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -710873.625000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -710873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -710878.562500 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -710878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -710879.000000 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -710879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -710882.187500 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -710882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -710885.000000 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -710885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -710886.062500 Penalty: 4308.217773
	Iteration 41Q: 3 clusters Score -710886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -710885.750000 Penalty: 4308.217773
	Iteration 42Q: 3 clusters Score -710885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -710887.687500 Penalty: 4308.217773
	Iteration 43Q: 3 clusters Score -710887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -710887.687500 Penalty: 4308.217773
	Iteration 44F: 3 clusters Score -710887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -287830.125000 Penalty: 1920.330933
	Iteration 0F: 2 clusters Score -287830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284979.656250 Penalty: 3840.661865
	Iteration 0F: 3 clusters Score -284979.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -285510.937500 Penalty: 3840.661865
	Iteration 1F: 3 clusters Score -285510.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285651.625000 Penalty: 3840.661865
	Iteration 2F: 3 clusters Score -285651.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285722.812500 Penalty: 3840.661865
	Iteration 3Q: 3 clusters Score -285722.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285766.468750 Penalty: 3840.661865
	Iteration 4Q: 3 clusters Score -285766.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285792.750000 Penalty: 3840.661865
	Iteration 5Q: 3 clusters Score -285792.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285818.750000 Penalty: 3840.661865
	Iteration 6Q: 3 clusters Score -285818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285833.375000 Penalty: 3840.661865
	Iteration 7Q: 3 clusters Score -285833.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285847.718750 Penalty: 3840.661865
	Iteration 8Q: 3 clusters Score -285847.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285859.625000 Penalty: 3840.661865
	Iteration 9Q: 3 clusters Score -285859.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285869.250000 Penalty: 3840.661865
	Iteration 10Q: 3 clusters Score -285869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285880.312500 Penalty: 3840.661865
	Iteration 11Q: 3 clusters Score -285880.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -285889.375000 Penalty: 3840.661865
	Iteration 12Q: 3 clusters Score -285889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285894.718750 Penalty: 3840.661865
	Iteration 13Q: 3 clusters Score -285894.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285899.093750 Penalty: 3840.661865
	Iteration 14Q: 3 clusters Score -285899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285901.781250 Penalty: 3840.661865
	Iteration 15Q: 3 clusters Score -285901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285903.281250 Penalty: 3840.661865
	Iteration 16Q: 3 clusters Score -285903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285906.250000 Penalty: 3840.661865
	Iteration 17Q: 3 clusters Score -285906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -285909.187500 Penalty: 3840.661865
	Iteration 18Q: 3 clusters Score -285909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285911.781250 Penalty: 3840.661865
	Iteration 19Q: 3 clusters Score -285911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -285911.625000 Penalty: 3840.661865
	Iteration 20F: 3 clusters Score -285911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -285912.500000 Penalty: 3840.661865
	Iteration 21Q: 3 clusters Score -285912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285913.218750 Penalty: 3840.661865
	Iteration 22Q: 3 clusters Score -285913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285913.750000 Penalty: 3840.661865
	Iteration 23Q: 3 clusters Score -285913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285915.187500 Penalty: 3840.661865
	Iteration 24Q: 3 clusters Score -285915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285916.406250 Penalty: 3840.661865
	Iteration 25Q: 3 clusters Score -285916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285917.062500 Penalty: 3840.661865
	Iteration 26Q: 3 clusters Score -285917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285917.562500 Penalty: 3840.661865
	Iteration 27Q: 3 clusters Score -285917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285917.562500 Penalty: 3840.661865
	Iteration 28F: 3 clusters Score -285917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Entering Unmasked Estep 
Score: -2684083.250000 Penalty: 2475.116699
	Iteration 0F: 2 clusters Score -2684083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2669015.250000 Penalty: 4950.233398
	Iteration 0F: 3 clusters Score -2669015 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2674076.500000 Penalty: 4950.233398
	Iteration 1F: 3 clusters Score -2674076 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2674540.750000 Penalty: 4950.233398
	Iteration 2F: 3 clusters Score -2674541 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2674921.750000 Penalty: 4950.233398
	Iteration 3Q: 3 clusters Score -2674922 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2675269.750000 Penalty: 4950.233398
	Iteration 4Q: 3 clusters Score -2675270 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2675574.250000 Penalty: 4950.233398
	Iteration 5Q: 3 clusters Score -2675574 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2675874.250000 Penalty: 4950.233398
	Iteration 6Q: 3 clusters Score -2675874 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2676215.750000 Penalty: 4950.233398
	Iteration 7Q: 3 clusters Score -2676216 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2676608.500000 Penalty: 4950.233398
	Iteration 8Q: 3 clusters Score -2676608 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2677070.000000 Penalty: 4950.233398
	Iteration 9Q: 3 clusters Score -2677070 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2677554.000000 Penalty: 4950.233398
	Iteration 10Q: 3 clusters Score -2677554 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2678120.750000 Penalty: 4950.233398
	Iteration 11Q: 3 clusters Score -2678121 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2678678.000000 Penalty: 4950.233398
	Iteration 12Q: 3 clusters Score -2678678 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2679092.750000 Penalty: 4950.233398
	Iteration 13Q: 3 clusters Score -2679093 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2679400.250000 Penalty: 4950.233398
	Iteration 14Q: 3 clusters Score -2679400 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2679634.750000 Penalty: 4950.233398
	Iteration 15Q: 3 clusters Score -2679635 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2679828.500000 Penalty: 4950.233398
	Iteration 16Q: 3 clusters Score -2679828 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2680021.750000 Penalty: 4950.233398
	Iteration 17Q: 3 clusters Score -2680022 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2680167.250000 Penalty: 4950.233398
	Iteration 18Q: 3 clusters Score -2680167 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2680299.750000 Penalty: 4950.233398
	Iteration 19Q: 3 clusters Score -2680300 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2680433.750000 Penalty: 4950.233398
	Iteration 20F: 3 clusters Score -2680434 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2680547.750000 Penalty: 4950.233398
	Iteration 21Q: 3 clusters Score -2680548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2680662.750000 Penalty: 4950.233398
	Iteration 22Q: 3 clusters Score -2680663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2680770.000000 Penalty: 4950.233398
	Iteration 23Q: 3 clusters Score -2680770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2680839.250000 Penalty: 4950.233398
	Iteration 24Q: 3 clusters Score -2680839 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2680891.750000 Penalty: 4950.233398
	Iteration 25Q: 3 clusters Score -2680892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2680935.000000 Penalty: 4950.233398
	Iteration 26Q: 3 clusters Score -2680935 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2680976.750000 Penalty: 4950.233398
	Iteration 27Q: 3 clusters Score -2680977 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2681000.500000 Penalty: 4950.233398
	Iteration 28Q: 3 clusters Score -2681000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2681013.750000 Penalty: 4950.233398
	Iteration 29Q: 3 clusters Score -2681014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2681029.000000 Penalty: 4950.233398
	Iteration 30Q: 3 clusters Score -2681029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2681043.500000 Penalty: 4950.233398
	Iteration 31Q: 3 clusters Score -2681044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2681052.500000 Penalty: 4950.233398
	Iteration 32Q: 3 clusters Score -2681052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2681062.250000 Penalty: 4950.233398
	Iteration 33Q: 3 clusters Score -2681062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2681070.000000 Penalty: 4950.233398
	Iteration 34Q: 3 clusters Score -2681070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2681075.000000 Penalty: 4950.233398
	Iteration 35Q: 3 clusters Score -2681075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2681071.000000 Penalty: 4950.233398
	Iteration 36Q: 3 clusters Score -2681071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2681078.000000 Penalty: 4950.233398
	Iteration 37Q: 3 clusters Score -2681078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2681077.250000 Penalty: 4950.233398
	Iteration 38Q: 3 clusters Score -2681077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2681077.000000 Penalty: 4950.233398
	Iteration 39Q: 3 clusters Score -2681077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2681081.250000 Penalty: 4950.233398
	Iteration 40F: 3 clusters Score -2681081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2681080.750000 Penalty: 4950.233398
	Iteration 41Q: 3 clusters Score -2681081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2681074.750000 Penalty: 4950.233398
	Iteration 42Q: 3 clusters Score -2681075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2681076.500000 Penalty: 4950.233398
	Iteration 43Q: 3 clusters Score -2681076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2681081.750000 Penalty: 4950.233398
	Iteration 44Q: 3 clusters Score -2681082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2681077.500000 Penalty: 4950.233398
	Iteration 45Q: 3 clusters Score -2681078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2681087.750000 Penalty: 4950.233398
	Iteration 46Q: 3 clusters Score -2681088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2681088.000000 Penalty: 4950.233398
	Iteration 47Q: 3 clusters Score -2681088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2681093.000000 Penalty: 4950.233398
	Iteration 48Q: 3 clusters Score -2681093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2681083.750000 Penalty: 4950.233398
	Iteration 49Q: 3 clusters Score -2681084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2681080.750000 Penalty: 4950.233398
	Iteration 50Q: 3 clusters Score -2681081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2681086.000000 Penalty: 4950.233398
	Iteration 51Q: 3 clusters Score -2681086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2681090.500000 Penalty: 4950.233398
	Iteration 52Q: 3 clusters Score -2681090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2681091.250000 Penalty: 4950.233398
	Iteration 53Q: 3 clusters Score -2681091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2681096.000000 Penalty: 4950.233398
	Iteration 54Q: 3 clusters Score -2681096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2681098.250000 Penalty: 4950.233398
	Iteration 55Q: 3 clusters Score -2681098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2681099.750000 Penalty: 4950.233398
	Iteration 56Q: 3 clusters Score -2681100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2681097.000000 Penalty: 4950.233398
	Iteration 57Q: 3 clusters Score -2681097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2681102.000000 Penalty: 4950.233398
	Iteration 58Q: 3 clusters Score -2681102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2681101.250000 Penalty: 4950.233398
	Iteration 59Q: 3 clusters Score -2681101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2681100.750000 Penalty: 4950.233398
	Iteration 60F: 3 clusters Score -2681101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2681098.500000 Penalty: 4950.233398
	Iteration 61Q: 3 clusters Score -2681098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2681100.750000 Penalty: 4950.233398
	Iteration 62Q: 3 clusters Score -2681101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2681100.000000 Penalty: 4950.233398
	Iteration 63Q: 3 clusters Score -2681100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2681100.250000 Penalty: 4950.233398
	Iteration 64Q: 3 clusters Score -2681100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2681101.500000 Penalty: 4950.233398
	Iteration 65Q: 3 clusters Score -2681102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2681101.750000 Penalty: 4950.233398
	Iteration 66Q: 3 clusters Score -2681102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2681098.250000 Penalty: 4950.233398
	Iteration 67Q: 3 clusters Score -2681098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2681100.750000 Penalty: 4950.233398
	Iteration 68Q: 3 clusters Score -2681101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2681097.750000 Penalty: 4950.233398
	Iteration 69Q: 3 clusters Score -2681098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2681097.250000 Penalty: 4950.233398
	Iteration 70Q: 3 clusters Score -2681097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2681096.250000 Penalty: 4950.233398
	Iteration 71Q: 3 clusters Score -2681096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2681095.250000 Penalty: 4950.233398
	Iteration 72Q: 3 clusters Score -2681095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2681098.500000 Penalty: 4950.233398
	Iteration 73Q: 3 clusters Score -2681098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2681098.500000 Penalty: 4950.233398
	Iteration 74Q: 3 clusters Score -2681098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2681098.500000 Penalty: 4950.233398
	Iteration 75F: 3 clusters Score -2681098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -193347.093750 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -193347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190895.593750 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -190895.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191364.828125 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -191364.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -191549.750000 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -191549.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191639.687500 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -191639.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191705.265625 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -191705.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -191761.546875 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -191761.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -191808.609375 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -191808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -191838.859375 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -191838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191868.390625 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -191868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -191883.328125 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -191883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -191890.937500 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -191890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191896.343750 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -191896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191903.921875 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -191903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191910.765625 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -191910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -191915.781250 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -191915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -191918.703125 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -191918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -191919.859375 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -191919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -191922.734375 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -191922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -191926.156250 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -191926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191927.703125 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -191927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -191928.921875 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -191928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -191930.031250 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -191930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -191931.734375 Penalty: 3690.604004
	Iteration 22Q: 3 clusters Score -191931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -191933.625000 Penalty: 3690.604004
	Iteration 23Q: 3 clusters Score -191933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -191934.453125 Penalty: 3690.604004
	Iteration 24Q: 3 clusters Score -191934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -191939.062500 Penalty: 3690.604004
	Iteration 25Q: 3 clusters Score -191939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -191942.468750 Penalty: 3690.604004
	Iteration 26Q: 3 clusters Score -191942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -191944.296875 Penalty: 3690.604004
	Iteration 27Q: 3 clusters Score -191944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -191944.296875 Penalty: 3690.604004
	Iteration 28F: 3 clusters Score -191944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40050 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 25223 members 
Mstep: Class 10 contains 164839 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 87530 members 
Mstep: Class 13 contains 329652 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51670 members 
Mstep: Class 29 contains 12741 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27989 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49032 members 
Mstep: Class 37 contains 113226 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3366 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 199Q: 49 clusters Score -1.420075e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40044 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 25219 members 
Mstep: Class 10 contains 164812 members 
Mstep: Class 11 contains 18221 members 
Mstep: Class 12 contains 87460 members 
Mstep: Class 13 contains 329755 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51672 members 
Mstep: Class 29 contains 12740 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27990 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49042 members 
Mstep: Class 37 contains 113211 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8206 members 
Mstep: Class 41 contains 3372 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21600 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007552.000000 Penalty: 166335.640625
Iteration 200F: 49 clusters Score -1.420076e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40039 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 6021 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 25218 members 
Mstep: Class 10 contains 164780 members 
Mstep: Class 11 contains 18223 members 
Mstep: Class 12 contains 87382 members 
Mstep: Class 13 contains 329856 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51676 members 
Mstep: Class 29 contains 12740 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27993 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49052 members 
Mstep: Class 37 contains 113195 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8207 members 
Mstep: Class 41 contains 3376 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21603 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 201Q: 49 clusters Score -1.420073e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40036 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 25214 members 
Mstep: Class 10 contains 164756 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 87328 members 
Mstep: Class 13 contains 329928 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5118 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51680 members 
Mstep: Class 29 contains 12739 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27993 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49060 members 
Mstep: Class 37 contains 113177 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3386 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21601 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007424.000000 Penalty: 166335.640625
Iteration 202Q: 49 clusters Score -1.420074e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40034 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 6020 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25210 members 
Mstep: Class 10 contains 164730 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 87270 members 
Mstep: Class 13 contains 330023 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51682 members 
Mstep: Class 29 contains 12737 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49068 members 
Mstep: Class 37 contains 113161 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3390 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 203Q: 49 clusters Score -1.420074e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40031 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25208 members 
Mstep: Class 10 contains 164714 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 87204 members 
Mstep: Class 13 contains 330110 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11633 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5115 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51692 members 
Mstep: Class 29 contains 12733 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49079 members 
Mstep: Class 37 contains 113135 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 3394 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007360.000000 Penalty: 166335.640625
Iteration 204Q: 49 clusters Score -1.420074e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40028 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 10 contains 164689 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 87147 members 
Mstep: Class 13 contains 330199 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51703 members 
Mstep: Class 29 contains 12730 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49087 members 
Mstep: Class 37 contains 113117 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 3399 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21608 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 205Q: 49 clusters Score -1.420073e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40025 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25201 members 
Mstep: Class 10 contains 164678 members 
Mstep: Class 11 contains 18213 members 
Mstep: Class 12 contains 87093 members 
Mstep: Class 13 contains 330285 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51713 members 
Mstep: Class 29 contains 12728 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49096 members 
Mstep: Class 37 contains 113088 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 3405 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007184.000000 Penalty: 166335.640625
Iteration 206Q: 49 clusters Score -1.420072e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40026 members 
Mstep: Class 3 contains 32769 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 10 contains 164668 members 
Mstep: Class 11 contains 18206 members 
Mstep: Class 12 contains 87046 members 
Mstep: Class 13 contains 330353 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51720 members 
Mstep: Class 29 contains 12728 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49109 members 
Mstep: Class 37 contains 113056 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3411 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007360.000000 Penalty: 166335.640625
Iteration 207Q: 49 clusters Score -1.420074e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40026 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25202 members 
Mstep: Class 10 contains 164656 members 
Mstep: Class 11 contains 18196 members 
Mstep: Class 12 contains 87014 members 
Mstep: Class 13 contains 330408 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5109 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51721 members 
Mstep: Class 29 contains 12729 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27994 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49124 members 
Mstep: Class 37 contains 113034 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3414 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007312.000000 Penalty: 166335.640625
Iteration 208Q: 49 clusters Score -1.420073e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40024 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25201 members 
Mstep: Class 10 contains 164651 members 
Mstep: Class 11 contains 18190 members 
Mstep: Class 12 contains 86976 members 
Mstep: Class 13 contains 330470 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5105 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51728 members 
Mstep: Class 29 contains 12728 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27994 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49136 members 
Mstep: Class 37 contains 113010 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3415 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 209Q: 49 clusters Score -1.420074e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40022 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25201 members 
Mstep: Class 10 contains 164648 members 
Mstep: Class 11 contains 18188 members 
Mstep: Class 12 contains 86943 members 
Mstep: Class 13 contains 330526 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51731 members 
Mstep: Class 29 contains 12726 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27994 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49149 members 
Mstep: Class 37 contains 112985 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3416 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21605 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 210Q: 49 clusters Score -1.420075e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40019 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25200 members 
Mstep: Class 10 contains 164645 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 86913 members 
Mstep: Class 13 contains 330578 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51731 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27993 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49161 members 
Mstep: Class 37 contains 112965 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3419 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 211Q: 49 clusters Score -1.420074e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40016 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25202 members 
Mstep: Class 10 contains 164642 members 
Mstep: Class 11 contains 18187 members 
Mstep: Class 12 contains 86873 members 
Mstep: Class 13 contains 330621 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51733 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27993 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49173 members 
Mstep: Class 37 contains 112948 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3424 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007424.000000 Penalty: 166335.640625
Iteration 212Q: 49 clusters Score -1.420074e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40011 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25200 members 
Mstep: Class 10 contains 164643 members 
Mstep: Class 11 contains 18185 members 
Mstep: Class 12 contains 86838 members 
Mstep: Class 13 contains 330671 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51731 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27996 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49178 members 
Mstep: Class 37 contains 112929 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3429 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21607 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 213Q: 49 clusters Score -1.420074e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40008 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25197 members 
Mstep: Class 10 contains 164644 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 86801 members 
Mstep: Class 13 contains 330720 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51733 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27996 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49183 members 
Mstep: Class 37 contains 112923 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3430 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21607 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007520.000000 Penalty: 166335.640625
Iteration 214Q: 49 clusters Score -1.420075e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40005 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25196 members 
Mstep: Class 10 contains 164644 members 
Mstep: Class 11 contains 18176 members 
Mstep: Class 12 contains 86753 members 
Mstep: Class 13 contains 330765 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51738 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27996 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49186 members 
Mstep: Class 37 contains 112924 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21606 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 215Q: 49 clusters Score -1.420075e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40004 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 164641 members 
Mstep: Class 11 contains 18173 members 
Mstep: Class 12 contains 86708 members 
Mstep: Class 13 contains 330806 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51745 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49190 members 
Mstep: Class 37 contains 112921 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21605 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 216Q: 49 clusters Score -1.420075e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40006 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25198 members 
Mstep: Class 10 contains 164642 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 86672 members 
Mstep: Class 13 contains 330831 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51753 members 
Mstep: Class 29 contains 12724 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27995 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49193 members 
Mstep: Class 37 contains 112915 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 217Q: 49 clusters Score -1.420074e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40006 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25198 members 
Mstep: Class 10 contains 164639 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 86635 members 
Mstep: Class 13 contains 330863 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51758 members 
Mstep: Class 29 contains 12726 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27996 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49200 members 
Mstep: Class 37 contains 112901 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21603 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007392.000000 Penalty: 166335.640625
Iteration 218Q: 49 clusters Score -1.420074e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40005 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25197 members 
Mstep: Class 10 contains 164635 members 
Mstep: Class 11 contains 18174 members 
Mstep: Class 12 contains 86595 members 
Mstep: Class 13 contains 330911 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51763 members 
Mstep: Class 29 contains 12726 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27997 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49204 members 
Mstep: Class 37 contains 112884 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21603 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007488.000000 Penalty: 166335.640625
Iteration 219Q: 49 clusters Score -1.420075e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40005 members 
Mstep: Class 3 contains 32761 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25197 members 
Mstep: Class 10 contains 164638 members 
Mstep: Class 11 contains 18176 members 
Mstep: Class 12 contains 86557 members 
Mstep: Class 13 contains 330962 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51763 members 
Mstep: Class 29 contains 12726 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27998 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49209 members 
Mstep: Class 37 contains 112865 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3449 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21602 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 220F: 49 clusters Score -1.420074e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40002 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 164636 members 
Mstep: Class 11 contains 18173 members 
Mstep: Class 12 contains 86528 members 
Mstep: Class 13 contains 331018 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5098 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51761 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 27999 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49215 members 
Mstep: Class 37 contains 112848 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21602 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007392.000000 Penalty: 166335.640625
Iteration 221Q: 49 clusters Score -1.420074e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40001 members 
Mstep: Class 3 contains 32762 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 164634 members 
Mstep: Class 11 contains 18172 members 
Mstep: Class 12 contains 86504 members 
Mstep: Class 13 contains 331047 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5097 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12725 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28000 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49217 members 
Mstep: Class 37 contains 112842 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3451 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21603 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 222Q: 49 clusters Score -1.420074e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 40000 members 
Mstep: Class 3 contains 32763 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 164634 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86482 members 
Mstep: Class 13 contains 331072 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12723 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28001 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49222 members 
Mstep: Class 37 contains 112836 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3453 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 223Q: 49 clusters Score -1.420075e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39998 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 164633 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86466 members 
Mstep: Class 13 contains 331092 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12723 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28001 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49230 members 
Mstep: Class 37 contains 112828 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007568.000000 Penalty: 166335.640625
Iteration 224Q: 49 clusters Score -1.420076e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39997 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25193 members 
Mstep: Class 10 contains 164632 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86455 members 
Mstep: Class 13 contains 331101 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51763 members 
Mstep: Class 29 contains 12722 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28002 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49240 members 
Mstep: Class 37 contains 112826 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3456 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 225Q: 49 clusters Score -1.420075e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39994 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25191 members 
Mstep: Class 10 contains 164632 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86443 members 
Mstep: Class 13 contains 331112 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51764 members 
Mstep: Class 29 contains 12722 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28003 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49248 members 
Mstep: Class 37 contains 112817 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3457 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 226Q: 49 clusters Score -1.420074e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39994 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25190 members 
Mstep: Class 10 contains 164633 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 86430 members 
Mstep: Class 13 contains 331124 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12721 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49252 members 
Mstep: Class 37 contains 112811 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3459 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21604 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 227Q: 49 clusters Score -1.420075e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39993 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25189 members 
Mstep: Class 10 contains 164630 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 86414 members 
Mstep: Class 13 contains 331140 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51763 members 
Mstep: Class 29 contains 12722 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49263 members 
Mstep: Class 37 contains 112803 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3461 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21603 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 228Q: 49 clusters Score -1.420074e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39993 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25185 members 
Mstep: Class 10 contains 164629 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 86388 members 
Mstep: Class 13 contains 331166 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12722 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49277 members 
Mstep: Class 37 contains 112796 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3464 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21602 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007392.000000 Penalty: 166335.640625
Iteration 229Q: 49 clusters Score -1.420074e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25184 members 
Mstep: Class 10 contains 164628 members 
Mstep: Class 11 contains 18172 members 
Mstep: Class 12 contains 86349 members 
Mstep: Class 13 contains 331189 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51763 members 
Mstep: Class 29 contains 12722 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49284 members 
Mstep: Class 37 contains 112794 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3473 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21601 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 230Q: 49 clusters Score -1.420073e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25183 members 
Mstep: Class 10 contains 164626 members 
Mstep: Class 11 contains 18172 members 
Mstep: Class 12 contains 86324 members 
Mstep: Class 13 contains 331205 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12720 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49294 members 
Mstep: Class 37 contains 112790 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3483 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21600 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007296.000000 Penalty: 166335.640625
Iteration 231Q: 49 clusters Score -1.420073e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25182 members 
Mstep: Class 10 contains 164624 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 86296 members 
Mstep: Class 13 contains 331231 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51761 members 
Mstep: Class 29 contains 12716 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49299 members 
Mstep: Class 37 contains 112791 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3487 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21600 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007248.000000 Penalty: 166335.640625
Iteration 232Q: 49 clusters Score -1.420072e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39992 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25181 members 
Mstep: Class 10 contains 164624 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86279 members 
Mstep: Class 13 contains 331241 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11626 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5087 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51764 members 
Mstep: Class 29 contains 12714 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49304 members 
Mstep: Class 37 contains 112794 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3492 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21599 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 233Q: 49 clusters Score -1.420073e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39989 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 25181 members 
Mstep: Class 10 contains 164619 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86261 members 
Mstep: Class 13 contains 331259 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51766 members 
Mstep: Class 29 contains 12712 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49307 members 
Mstep: Class 37 contains 112794 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3496 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21598 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 234Q: 49 clusters Score -1.420073e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39988 members 
Mstep: Class 3 contains 32770 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 25181 members 
Mstep: Class 10 contains 164620 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86239 members 
Mstep: Class 13 contains 331275 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51768 members 
Mstep: Class 29 contains 12710 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49311 members 
Mstep: Class 37 contains 112790 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3502 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007248.000000 Penalty: 166335.640625
Iteration 235Q: 49 clusters Score -1.420072e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39988 members 
Mstep: Class 3 contains 32769 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 25180 members 
Mstep: Class 10 contains 164618 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 86225 members 
Mstep: Class 13 contains 331287 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12708 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49318 members 
Mstep: Class 37 contains 112786 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3504 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 236Q: 49 clusters Score -1.420073e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39987 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25180 members 
Mstep: Class 10 contains 164616 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86202 members 
Mstep: Class 13 contains 331313 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51772 members 
Mstep: Class 29 contains 12708 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49324 members 
Mstep: Class 37 contains 112785 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3506 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21595 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 166335.640625
Iteration 237Q: 49 clusters Score -1.420073e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39986 members 
Mstep: Class 3 contains 32768 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25179 members 
Mstep: Class 10 contains 164612 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86177 members 
Mstep: Class 13 contains 331332 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51772 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49330 members 
Mstep: Class 37 contains 112786 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3514 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21596 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 238Q: 49 clusters Score -1.420073e+08 nChanged 83
Entering ConstructFrom: 
Score: -142007328.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -891613.812500 Penalty: 2206.964111
	Iteration 0F: 2 clusters Score -891613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -885579.250000 Penalty: 4413.928223
	Iteration 0F: 3 clusters Score -885579.2 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -887190.062500 Penalty: 4413.928223
	Iteration 1F: 3 clusters Score -887190.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -887487.562500 Penalty: 4413.928223
	Iteration 2F: 3 clusters Score -887487.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -887684.500000 Penalty: 4413.928223
	Iteration 3F: 3 clusters Score -887684.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -887862.750000 Penalty: 4413.928223
	Iteration 4Q: 3 clusters Score -887862.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -888071.562500 Penalty: 4413.928223
	Iteration 5Q: 3 clusters Score -888071.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -888319.187500 Penalty: 4413.928223
	Iteration 6Q: 3 clusters Score -888319.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -888586.250000 Penalty: 4413.928223
	Iteration 7Q: 3 clusters Score -888586.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -888882.062500 Penalty: 4413.928223
	Iteration 8F: 3 clusters Score -888882.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -889137.375000 Penalty: 4413.928223
	Iteration 9Q: 3 clusters Score -889137.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -889359.625000 Penalty: 4413.928223
	Iteration 10Q: 3 clusters Score -889359.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -889549.812500 Penalty: 4413.928223
	Iteration 11Q: 3 clusters Score -889549.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -889690.812500 Penalty: 4413.928223
	Iteration 12Q: 3 clusters Score -889690.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -889813.750000 Penalty: 4413.928223
	Iteration 13Q: 3 clusters Score -889813.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -889937.062500 Penalty: 4413.928223
	Iteration 14Q: 3 clusters Score -889937.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -890065.312500 Penalty: 4413.928223
	Iteration 15Q: 3 clusters Score -890065.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -890202.312500 Penalty: 4413.928223
	Iteration 16Q: 3 clusters Score -890202.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -890330.625000 Penalty: 4413.928223
	Iteration 17Q: 3 clusters Score -890330.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -890437.812500 Penalty: 4413.928223
	Iteration 18Q: 3 clusters Score -890437.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -890540.937500 Penalty: 4413.928223
	Iteration 19Q: 3 clusters Score -890540.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -890644.125000 Penalty: 4413.928223
	Iteration 20F: 3 clusters Score -890644.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -890738.937500 Penalty: 4413.928223
	Iteration 21Q: 3 clusters Score -890738.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -890830.625000 Penalty: 4413.928223
	Iteration 22Q: 3 clusters Score -890830.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -890903.062500 Penalty: 4413.928223
	Iteration 23Q: 3 clusters Score -890903.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -890968.125000 Penalty: 4413.928223
	Iteration 24Q: 3 clusters Score -890968.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -891021.687500 Penalty: 4413.928223
	Iteration 25Q: 3 clusters Score -891021.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -891058.062500 Penalty: 4413.928223
	Iteration 26Q: 3 clusters Score -891058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -891072.750000 Penalty: 4413.928223
	Iteration 27Q: 3 clusters Score -891072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -891081.187500 Penalty: 4413.928223
	Iteration 28Q: 3 clusters Score -891081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -891088.000000 Penalty: 4413.928223
	Iteration 29Q: 3 clusters Score -891088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -891092.312500 Penalty: 4413.928223
	Iteration 30Q: 3 clusters Score -891092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -891097.312500 Penalty: 4413.928223
	Iteration 31Q: 3 clusters Score -891097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -891097.375000 Penalty: 4413.928223
	Iteration 32Q: 3 clusters Score -891097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -891097.375000 Penalty: 4413.928223
	Iteration 33F: 3 clusters Score -891097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Entering Unmasked Estep 
Score: -4964029.000000 Penalty: 2627.872559
	Iteration 0F: 2 clusters Score -4964029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4937305.000000 Penalty: 5255.745117
	Iteration 0F: 3 clusters Score -4937305 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4947553.500000 Penalty: 5255.745117
	Iteration 1F: 3 clusters Score -4947554 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4948849.500000 Penalty: 5255.745117
	Iteration 2F: 3 clusters Score -4948850 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4950559.000000 Penalty: 5255.745117
	Iteration 3F: 3 clusters Score -4950559 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4952618.000000 Penalty: 5255.745117
	Iteration 4F: 3 clusters Score -4952618 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4954475.000000 Penalty: 5255.745117
	Iteration 5F: 3 clusters Score -4954475 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -4955847.500000 Penalty: 5255.745117
	Iteration 6F: 3 clusters Score -4955848 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4956784.500000 Penalty: 5255.745117
	Iteration 7Q: 3 clusters Score -4956784 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4957460.500000 Penalty: 5255.745117
	Iteration 8Q: 3 clusters Score -4957460 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4958082.500000 Penalty: 5255.745117
	Iteration 9Q: 3 clusters Score -4958082 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4958656.500000 Penalty: 5255.745117
	Iteration 10Q: 3 clusters Score -4958656 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4959235.500000 Penalty: 5255.745117
	Iteration 11Q: 3 clusters Score -4959236 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4959812.000000 Penalty: 5255.745117
	Iteration 12Q: 3 clusters Score -4959812 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4960366.500000 Penalty: 5255.745117
	Iteration 13Q: 3 clusters Score -4960366 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4960753.000000 Penalty: 5255.745117
	Iteration 14Q: 3 clusters Score -4960753 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4961037.000000 Penalty: 5255.745117
	Iteration 15Q: 3 clusters Score -4961037 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4961249.500000 Penalty: 5255.745117
	Iteration 16Q: 3 clusters Score -4961250 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4961422.000000 Penalty: 5255.745117
	Iteration 17Q: 3 clusters Score -4961422 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4961539.500000 Penalty: 5255.745117
	Iteration 18Q: 3 clusters Score -4961540 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4961610.500000 Penalty: 5255.745117
	Iteration 19Q: 3 clusters Score -4961610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4961654.500000 Penalty: 5255.745117
	Iteration 20F: 3 clusters Score -4961654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4961707.000000 Penalty: 5255.745117
	Iteration 21Q: 3 clusters Score -4961707 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4961742.500000 Penalty: 5255.745117
	Iteration 22Q: 3 clusters Score -4961742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4961783.500000 Penalty: 5255.745117
	Iteration 23Q: 3 clusters Score -4961784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4961810.000000 Penalty: 5255.745117
	Iteration 24Q: 3 clusters Score -4961810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4961845.000000 Penalty: 5255.745117
	Iteration 25Q: 3 clusters Score -4961845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4961875.500000 Penalty: 5255.745117
	Iteration 26Q: 3 clusters Score -4961876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4961900.500000 Penalty: 5255.745117
	Iteration 27Q: 3 clusters Score -4961900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4961928.500000 Penalty: 5255.745117
	Iteration 28Q: 3 clusters Score -4961928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4961934.000000 Penalty: 5255.745117
	Iteration 29Q: 3 clusters Score -4961934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4961946.500000 Penalty: 5255.745117
	Iteration 30Q: 3 clusters Score -4961946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4961948.000000 Penalty: 5255.745117
	Iteration 31Q: 3 clusters Score -4961948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4961946.000000 Penalty: 5255.745117
	Iteration 32Q: 3 clusters Score -4961946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4961953.000000 Penalty: 5255.745117
	Iteration 33Q: 3 clusters Score -4961953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4961949.500000 Penalty: 5255.745117
	Iteration 34Q: 3 clusters Score -4961950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4961948.500000 Penalty: 5255.745117
	Iteration 35Q: 3 clusters Score -4961948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4961956.000000 Penalty: 5255.745117
	Iteration 36Q: 3 clusters Score -4961956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4961958.000000 Penalty: 5255.745117
	Iteration 37Q: 3 clusters Score -4961958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4961968.500000 Penalty: 5255.745117
	Iteration 38Q: 3 clusters Score -4961968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4961979.500000 Penalty: 5255.745117
	Iteration 39Q: 3 clusters Score -4961980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4961977.000000 Penalty: 5255.745117
	Iteration 40F: 3 clusters Score -4961977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4961978.500000 Penalty: 5255.745117
	Iteration 41Q: 3 clusters Score -4961978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4961983.500000 Penalty: 5255.745117
	Iteration 42Q: 3 clusters Score -4961984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4961980.500000 Penalty: 5255.745117
	Iteration 43Q: 3 clusters Score -4961980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4961989.500000 Penalty: 5255.745117
	Iteration 44Q: 3 clusters Score -4961990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4961993.000000 Penalty: 5255.745117
	Iteration 45Q: 3 clusters Score -4961993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4961987.000000 Penalty: 5255.745117
	Iteration 46Q: 3 clusters Score -4961987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4961994.000000 Penalty: 5255.745117
	Iteration 47Q: 3 clusters Score -4961994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4961997.000000 Penalty: 5255.745117
	Iteration 48Q: 3 clusters Score -4961997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4961992.500000 Penalty: 5255.745117
	Iteration 49Q: 3 clusters Score -4961992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4961993.500000 Penalty: 5255.745117
	Iteration 50Q: 3 clusters Score -4961994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4961990.500000 Penalty: 5255.745117
	Iteration 51Q: 3 clusters Score -4961990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4961992.000000 Penalty: 5255.745117
	Iteration 52Q: 3 clusters Score -4961992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4961992.000000 Penalty: 5255.745117
	Iteration 53F: 3 clusters Score -4961992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Entering Unmasked Estep 
Score: -3835688.750000 Penalty: 2578.492188
	Iteration 0F: 2 clusters Score -3835689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3813341.500000 Penalty: 5156.984375
	Iteration 0F: 3 clusters Score -3813342 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3821897.000000 Penalty: 5156.984375
	Iteration 1F: 3 clusters Score -3821897 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3822953.250000 Penalty: 5156.984375
	Iteration 2F: 3 clusters Score -3822953 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3824232.000000 Penalty: 5156.984375
	Iteration 3F: 3 clusters Score -3824232 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3825609.500000 Penalty: 5156.984375
	Iteration 4F: 3 clusters Score -3825610 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3826866.250000 Penalty: 5156.984375
	Iteration 5F: 3 clusters Score -3826866 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3827802.500000 Penalty: 5156.984375
	Iteration 6F: 3 clusters Score -3827802 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3828483.000000 Penalty: 5156.984375
	Iteration 7Q: 3 clusters Score -3828483 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3829048.250000 Penalty: 5156.984375
	Iteration 8Q: 3 clusters Score -3829048 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3829551.500000 Penalty: 5156.984375
	Iteration 9Q: 3 clusters Score -3829552 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3830076.000000 Penalty: 5156.984375
	Iteration 10Q: 3 clusters Score -3830076 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3830543.000000 Penalty: 5156.984375
	Iteration 11Q: 3 clusters Score -3830543 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3830877.250000 Penalty: 5156.984375
	Iteration 12Q: 3 clusters Score -3830877 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3831078.000000 Penalty: 5156.984375
	Iteration 13Q: 3 clusters Score -3831078 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3831203.250000 Penalty: 5156.984375
	Iteration 14Q: 3 clusters Score -3831203 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3831316.500000 Penalty: 5156.984375
	Iteration 15Q: 3 clusters Score -3831316 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3831386.000000 Penalty: 5156.984375
	Iteration 16Q: 3 clusters Score -3831386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3831433.750000 Penalty: 5156.984375
	Iteration 17Q: 3 clusters Score -3831434 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3831467.750000 Penalty: 5156.984375
	Iteration 18Q: 3 clusters Score -3831468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3831496.000000 Penalty: 5156.984375
	Iteration 19Q: 3 clusters Score -3831496 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3831547.000000 Penalty: 5156.984375
	Iteration 20F: 3 clusters Score -3831547 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3831559.250000 Penalty: 5156.984375
	Iteration 21Q: 3 clusters Score -3831559 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3831588.000000 Penalty: 5156.984375
	Iteration 22Q: 3 clusters Score -3831588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3831618.250000 Penalty: 5156.984375
	Iteration 23Q: 3 clusters Score -3831618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3831638.750000 Penalty: 5156.984375
	Iteration 24Q: 3 clusters Score -3831639 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3831678.000000 Penalty: 5156.984375
	Iteration 25Q: 3 clusters Score -3831678 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3831696.500000 Penalty: 5156.984375
	Iteration 26Q: 3 clusters Score -3831696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3831757.000000 Penalty: 5156.984375
	Iteration 27Q: 3 clusters Score -3831757 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3831807.750000 Penalty: 5156.984375
	Iteration 28Q: 3 clusters Score -3831808 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3831860.500000 Penalty: 5156.984375
	Iteration 29Q: 3 clusters Score -3831860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3831940.250000 Penalty: 5156.984375
	Iteration 30Q: 3 clusters Score -3831940 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3832003.000000 Penalty: 5156.984375
	Iteration 31Q: 3 clusters Score -3832003 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3832076.500000 Penalty: 5156.984375
	Iteration 32Q: 3 clusters Score -3832076 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3832134.500000 Penalty: 5156.984375
	Iteration 33Q: 3 clusters Score -3832134 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3832181.500000 Penalty: 5156.984375
	Iteration 34Q: 3 clusters Score -3832182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3832225.750000 Penalty: 5156.984375
	Iteration 35Q: 3 clusters Score -3832226 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3832265.500000 Penalty: 5156.984375
	Iteration 36Q: 3 clusters Score -3832266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3832317.750000 Penalty: 5156.984375
	Iteration 37Q: 3 clusters Score -3832318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3832362.750000 Penalty: 5156.984375
	Iteration 38Q: 3 clusters Score -3832363 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3832390.250000 Penalty: 5156.984375
	Iteration 39Q: 3 clusters Score -3832390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3832425.000000 Penalty: 5156.984375
	Iteration 40F: 3 clusters Score -3832425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3832443.750000 Penalty: 5156.984375
	Iteration 41Q: 3 clusters Score -3832444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3832516.000000 Penalty: 5156.984375
	Iteration 42Q: 3 clusters Score -3832516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3832534.750000 Penalty: 5156.984375
	Iteration 43Q: 3 clusters Score -3832535 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 21785 members 
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Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3832754 nChanged 191
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Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 22326 members 
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Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 22489 members 
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 22661 members 
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Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3832940 nChanged 122
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Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 22927 members 
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	Iteration 54Q: 3 clusters Score -3832954 nChanged 113
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Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 23154 members 
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	Iteration 56Q: 3 clusters Score -3833001 nChanged 116
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Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 23264 members 
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Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3833042 nChanged 111
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Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 23579 members 
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	Iteration 60F: 3 clusters Score -3833067 nChanged 110
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Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3833110 nChanged 143
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Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3833151 nChanged 137
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Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 24224 members 
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 24586 members 
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Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 24707 members 
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Mstep: Class 1 contains 7944 members 
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Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 24928 members 
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Mstep: Class 1 contains 7728 members 
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Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 25261 members 
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Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 25443 members 
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	Iteration 76Q: 3 clusters Score -3833389 nChanged 87
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Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25530 members 
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	Iteration 77Q: 3 clusters Score -3833400 nChanged 83
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Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 25611 members 
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	Iteration 78Q: 3 clusters Score -3833406 nChanged 87
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Mstep: Class 1 contains 7070 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3833428 nChanged 75
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3833428 nChanged 69
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Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3833450 nChanged 86
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 25920 members 
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 26093 members 
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	Iteration 84Q: 3 clusters Score -3833484 nChanged 68
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3833485 nChanged 75
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Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 26236 members 
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Mstep: Class 1 contains 6473 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3833517 nChanged 69
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3833532 nChanged 73
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Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3833541 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 26584 members 
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Mstep: Class 1 contains 6108 members 
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	Iteration 92Q: 3 clusters Score -3833574 nChanged 76
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Mstep: Class 1 contains 6032 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3833585 nChanged 60
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Mstep: Class 1 contains 5972 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3833599 nChanged 63
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Mstep: Class 1 contains 5911 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3833609 nChanged 67
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Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3833615 nChanged 62
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Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3833621 nChanged 66
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3833622 nChanged 77
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Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3833641 nChanged 79
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3833652 nChanged 80
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3833666 nChanged 69
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3833670 nChanged 74
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Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3833688 nChanged 68
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3833695 nChanged 73
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 27562 members 
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	Iteration 105Q: 3 clusters Score -3833693 nChanged 50
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Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 27610 members 
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	Iteration 106Q: 3 clusters Score -3833695 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3833709 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3833721 nChanged 38
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3833716 nChanged 34
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Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3833713 nChanged 43
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Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3833722 nChanged 43
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Mstep: Class 1 contains 4928 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3833718 nChanged 40
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Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3833724 nChanged 29
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Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3833726 nChanged 40
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Mstep: Class 1 contains 4819 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3833738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3833749 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3833756 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 28076 members 
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	Iteration 118Q: 3 clusters Score -3833764 nChanged 35
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3833772 nChanged 36
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Mstep: Class 1 contains 4619 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3833770 nChanged 29
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Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3833775 nChanged 32
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Mstep: Class 1 contains 4560 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3833776 nChanged 36
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Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 28242 members 
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	Iteration 123Q: 3 clusters Score -3833786 nChanged 30
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Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3833784 nChanged 40
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Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3833792 nChanged 29
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Mstep: Class 1 contains 4427 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3833798 nChanged 35
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Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3833806 nChanged 39
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3833812 nChanged 47
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Mstep: Class 1 contains 4310 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3833813 nChanged 49
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Mstep: Class 1 contains 4263 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3833822 nChanged 43
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Mstep: Class 1 contains 4222 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3833832 nChanged 41
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Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3833836 nChanged 36
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Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3833844 nChanged 27
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3833855 nChanged 23
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Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3833857 nChanged 15
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Mstep: Class 1 contains 4088 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3833864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3833864.250000 Penalty: 5156.984375
	Iteration 137Q: 3 clusters Score -3833864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3833857.500000 Penalty: 5156.984375
	Iteration 138Q: 3 clusters Score -3833858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3833865.250000 Penalty: 5156.984375
	Iteration 139Q: 3 clusters Score -3833865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3833861.000000 Penalty: 5156.984375
	Iteration 140F: 3 clusters Score -3833861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3833857.500000 Penalty: 5156.984375
	Iteration 141Q: 3 clusters Score -3833858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3833863.250000 Penalty: 5156.984375
	Iteration 142Q: 3 clusters Score -3833863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3833867.500000 Penalty: 5156.984375
	Iteration 143Q: 3 clusters Score -3833868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3833868.250000 Penalty: 5156.984375
	Iteration 144Q: 3 clusters Score -3833868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3833872.250000 Penalty: 5156.984375
	Iteration 145Q: 3 clusters Score -3833872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3833874.750000 Penalty: 5156.984375
	Iteration 146Q: 3 clusters Score -3833875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3833872.250000 Penalty: 5156.984375
	Iteration 147Q: 3 clusters Score -3833872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3833879.250000 Penalty: 5156.984375
	Iteration 148Q: 3 clusters Score -3833879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3833882.000000 Penalty: 5156.984375
	Iteration 149Q: 3 clusters Score -3833882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3833882.250000 Penalty: 5156.984375
	Iteration 150Q: 3 clusters Score -3833882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3833880.500000 Penalty: 5156.984375
	Iteration 151Q: 3 clusters Score -3833880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3833887.500000 Penalty: 5156.984375
	Iteration 152Q: 3 clusters Score -3833888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3833884.250000 Penalty: 5156.984375
	Iteration 153Q: 3 clusters Score -3833884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3833888.500000 Penalty: 5156.984375
	Iteration 154Q: 3 clusters Score -3833888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3833888.750000 Penalty: 5156.984375
	Iteration 155Q: 3 clusters Score -3833889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3833890.500000 Penalty: 5156.984375
	Iteration 156Q: 3 clusters Score -3833890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3833886.250000 Penalty: 5156.984375
	Iteration 157Q: 3 clusters Score -3833886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3833883.250000 Penalty: 5156.984375
	Iteration 158Q: 3 clusters Score -3833883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3833885.000000 Penalty: 5156.984375
	Iteration 159Q: 3 clusters Score -3833885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3833892.750000 Penalty: 5156.984375
	Iteration 160F: 3 clusters Score -3833893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3833884.500000 Penalty: 5156.984375
	Iteration 161Q: 3 clusters Score -3833884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3833881.500000 Penalty: 5156.984375
	Iteration 162Q: 3 clusters Score -3833882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3833889.500000 Penalty: 5156.984375
	Iteration 163Q: 3 clusters Score -3833890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3833881.750000 Penalty: 5156.984375
	Iteration 164Q: 3 clusters Score -3833882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3833879.250000 Penalty: 5156.984375
	Iteration 165Q: 3 clusters Score -3833879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3833887.750000 Penalty: 5156.984375
	Iteration 166Q: 3 clusters Score -3833888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3833898.500000 Penalty: 5156.984375
	Iteration 167Q: 3 clusters Score -3833898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3833896.250000 Penalty: 5156.984375
	Iteration 168Q: 3 clusters Score -3833896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3833902.500000 Penalty: 5156.984375
	Iteration 169Q: 3 clusters Score -3833902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3833894.750000 Penalty: 5156.984375
	Iteration 170Q: 3 clusters Score -3833895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3833891.250000 Penalty: 5156.984375
	Iteration 171Q: 3 clusters Score -3833891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3833898.250000 Penalty: 5156.984375
	Iteration 172Q: 3 clusters Score -3833898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3833892.250000 Penalty: 5156.984375
	Iteration 173Q: 3 clusters Score -3833892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3833895.250000 Penalty: 5156.984375
	Iteration 174Q: 3 clusters Score -3833895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3833888.250000 Penalty: 5156.984375
	Iteration 175Q: 3 clusters Score -3833888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3833899.750000 Penalty: 5156.984375
	Iteration 176Q: 3 clusters Score -3833900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3833904.750000 Penalty: 5156.984375
	Iteration 177Q: 3 clusters Score -3833905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3833900.250000 Penalty: 5156.984375
	Iteration 178Q: 3 clusters Score -3833900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3833906.750000 Penalty: 5156.984375
	Iteration 179Q: 3 clusters Score -3833907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3833913.500000 Penalty: 5156.984375
	Iteration 180F: 3 clusters Score -3833914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3833914.750000 Penalty: 5156.984375
	Iteration 181Q: 3 clusters Score -3833915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3833911.000000 Penalty: 5156.984375
	Iteration 182Q: 3 clusters Score -3833911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3833908.500000 Penalty: 5156.984375
	Iteration 183Q: 3 clusters Score -3833908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3833913.250000 Penalty: 5156.984375
	Iteration 184Q: 3 clusters Score -3833913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3833919.250000 Penalty: 5156.984375
	Iteration 185Q: 3 clusters Score -3833919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3833920.750000 Penalty: 5156.984375
	Iteration 186Q: 3 clusters Score -3833921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3833927.000000 Penalty: 5156.984375
	Iteration 187Q: 3 clusters Score -3833927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3833928.500000 Penalty: 5156.984375
	Iteration 188Q: 3 clusters Score -3833928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3833927.250000 Penalty: 5156.984375
	Iteration 189Q: 3 clusters Score -3833927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3833924.250000 Penalty: 5156.984375
	Iteration 190Q: 3 clusters Score -3833924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3833923.500000 Penalty: 5156.984375
	Iteration 191Q: 3 clusters Score -3833924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3833927.250000 Penalty: 5156.984375
	Iteration 192Q: 3 clusters Score -3833927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3833927.500000 Penalty: 5156.984375
	Iteration 193Q: 3 clusters Score -3833928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3833932.500000 Penalty: 5156.984375
	Iteration 194Q: 3 clusters Score -3833932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3833933.250000 Penalty: 5156.984375
	Iteration 195Q: 3 clusters Score -3833933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3833932.750000 Penalty: 5156.984375
	Iteration 196Q: 3 clusters Score -3833933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3833929.500000 Penalty: 5156.984375
	Iteration 197Q: 3 clusters Score -3833930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3833929.500000 Penalty: 5156.984375
	Iteration 198F: 3 clusters Score -3833930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -689497.562500 Penalty: 2158.181396
	Iteration 0F: 2 clusters Score -689497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -684373.187500 Penalty: 4316.362793
	Iteration 0F: 3 clusters Score -684373.2 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -685756.062500 Penalty: 4316.362793
	Iteration 1F: 3 clusters Score -685756.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -686123.375000 Penalty: 4316.362793
	Iteration 2F: 3 clusters Score -686123.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -686473.625000 Penalty: 4316.362793
	Iteration 3F: 3 clusters Score -686473.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -686776.312500 Penalty: 4316.362793
	Iteration 4F: 3 clusters Score -686776.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -687003.000000 Penalty: 4316.362793
	Iteration 5F: 3 clusters Score -687003 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -687188.625000 Penalty: 4316.362793
	Iteration 6Q: 3 clusters Score -687188.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -687352.437500 Penalty: 4316.362793
	Iteration 7Q: 3 clusters Score -687352.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -687505.750000 Penalty: 4316.362793
	Iteration 8Q: 3 clusters Score -687505.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -687658.500000 Penalty: 4316.362793
	Iteration 9Q: 3 clusters Score -687658.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -687765.125000 Penalty: 4316.362793
	Iteration 10Q: 3 clusters Score -687765.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -687858.437500 Penalty: 4316.362793
	Iteration 11Q: 3 clusters Score -687858.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -687934.375000 Penalty: 4316.362793
	Iteration 12Q: 3 clusters Score -687934.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -687990.437500 Penalty: 4316.362793
	Iteration 13Q: 3 clusters Score -687990.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -688029.625000 Penalty: 4316.362793
	Iteration 14Q: 3 clusters Score -688029.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -688051.937500 Penalty: 4316.362793
	Iteration 15Q: 3 clusters Score -688051.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -688067.562500 Penalty: 4316.362793
	Iteration 16Q: 3 clusters Score -688067.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -688078.937500 Penalty: 4316.362793
	Iteration 17Q: 3 clusters Score -688078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -688086.875000 Penalty: 4316.362793
	Iteration 18Q: 3 clusters Score -688086.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -688096.812500 Penalty: 4316.362793
	Iteration 19Q: 3 clusters Score -688096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -688101.375000 Penalty: 4316.362793
	Iteration 20F: 3 clusters Score -688101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -688106.562500 Penalty: 4316.362793
	Iteration 21Q: 3 clusters Score -688106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -688111.687500 Penalty: 4316.362793
	Iteration 22Q: 3 clusters Score -688111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -688114.437500 Penalty: 4316.362793
	Iteration 23Q: 3 clusters Score -688114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -688117.250000 Penalty: 4316.362793
	Iteration 24Q: 3 clusters Score -688117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -688120.875000 Penalty: 4316.362793
	Iteration 25Q: 3 clusters Score -688120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -688123.625000 Penalty: 4316.362793
	Iteration 26Q: 3 clusters Score -688123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -688122.937500 Penalty: 4316.362793
	Iteration 27Q: 3 clusters Score -688122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -688122.875000 Penalty: 4316.362793
	Iteration 28Q: 3 clusters Score -688122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -688123.750000 Penalty: 4316.362793
	Iteration 29Q: 3 clusters Score -688123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -688123.750000 Penalty: 4316.362793
	Iteration 30F: 3 clusters Score -688123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66606.250000 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66606.25 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67025.085938 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67025.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67196.710938 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67196.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67296.625000 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -67296.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67404.414062 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -67404.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67476.132812 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -67476.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67584.695312 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -67584.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -67713.179688 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -67713.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67900.054688 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -67900.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67998.601562 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -67998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68040.187500 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -68040.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68061.476562 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -68061.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68074.882812 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -68074.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68083.171875 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -68083.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68093.929688 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -68093.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68095.281250 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -68095.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68096.781250 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -68096.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -68097.859375 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -68097.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68100.304688 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -68100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68104.453125 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -68104.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68116.312500 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -68116.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68131.765625 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -68131.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68145.015625 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -68145.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68161.546875 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -68161.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68181.531250 Penalty: 3237.867188
	Iteration 24Q: 3 clusters Score -68181.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68205.156250 Penalty: 3237.867188
	Iteration 25Q: 3 clusters Score -68205.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68227.593750 Penalty: 3237.867188
	Iteration 26Q: 3 clusters Score -68227.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68249.679688 Penalty: 3237.867188
	Iteration 27Q: 3 clusters Score -68249.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68284.976562 Penalty: 3237.867188
	Iteration 28Q: 3 clusters Score -68284.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -68319.570312 Penalty: 3237.867188
	Iteration 29Q: 3 clusters Score -68319.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68342.390625 Penalty: 3237.867188
	Iteration 30Q: 3 clusters Score -68342.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68357.085938 Penalty: 3237.867188
	Iteration 31Q: 3 clusters Score -68357.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68413.179688 Penalty: 3237.867188
	Iteration 32Q: 3 clusters Score -68413.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68495.921875 Penalty: 3237.867188
	Iteration 33Q: 3 clusters Score -68495.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68552.445312 Penalty: 3237.867188
	Iteration 34Q: 3 clusters Score -68552.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68621.171875 Penalty: 3237.867188
	Iteration 35Q: 3 clusters Score -68621.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68684.882812 Penalty: 3237.867188
	Iteration 36Q: 3 clusters Score -68684.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68803.867188 Penalty: 3237.867188
	Iteration 37Q: 3 clusters Score -68803.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68933.382812 Penalty: 3237.867188
	Iteration 38Q: 3 clusters Score -68933.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68993.312500 Penalty: 3237.867188
	Iteration 39Q: 3 clusters Score -68993.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68993.312500 Penalty: 3237.867188
	Iteration 40F: 3 clusters Score -68993.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39985 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 132 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86154 members 
Mstep: Class 13 contains 331348 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49343 members 
Mstep: Class 37 contains 112789 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3518 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21596 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 552 members 
Entering Unmasked Estep 
Score: -142006304.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142007328.000000 to -142006304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Entering Unmasked Estep 
Score: -1487256.625000 Penalty: 2347.718994
	Iteration 0F: 2 clusters Score -1487257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1477746.125000 Penalty: 4695.437988
	Iteration 0F: 3 clusters Score -1477746 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1480775.500000 Penalty: 4695.437988
	Iteration 1F: 3 clusters Score -1480776 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1481154.500000 Penalty: 4695.437988
	Iteration 2F: 3 clusters Score -1481154 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1481481.125000 Penalty: 4695.437988
	Iteration 3F: 3 clusters Score -1481481 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1481821.375000 Penalty: 4695.437988
	Iteration 4Q: 3 clusters Score -1481821 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1482180.125000 Penalty: 4695.437988
	Iteration 5Q: 3 clusters Score -1482180 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1482544.375000 Penalty: 4695.437988
	Iteration 6Q: 3 clusters Score -1482544 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1482958.625000 Penalty: 4695.437988
	Iteration 7F: 3 clusters Score -1482959 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1483390.375000 Penalty: 4695.437988
	Iteration 8Q: 3 clusters Score -1483390 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1483862.000000 Penalty: 4695.437988
	Iteration 9F: 3 clusters Score -1483862 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1484317.875000 Penalty: 4695.437988
	Iteration 10Q: 3 clusters Score -1484318 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1484724.750000 Penalty: 4695.437988
	Iteration 11Q: 3 clusters Score -1484725 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1485049.125000 Penalty: 4695.437988
	Iteration 12Q: 3 clusters Score -1485049 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1485331.375000 Penalty: 4695.437988
	Iteration 13Q: 3 clusters Score -1485331 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1485614.500000 Penalty: 4695.437988
	Iteration 14Q: 3 clusters Score -1485614 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1485827.250000 Penalty: 4695.437988
	Iteration 15Q: 3 clusters Score -1485827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1485935.000000 Penalty: 4695.437988
	Iteration 16Q: 3 clusters Score -1485935 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1485984.500000 Penalty: 4695.437988
	Iteration 17Q: 3 clusters Score -1485984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1486013.500000 Penalty: 4695.437988
	Iteration 18Q: 3 clusters Score -1486014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1486034.125000 Penalty: 4695.437988
	Iteration 19Q: 3 clusters Score -1486034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1486049.500000 Penalty: 4695.437988
	Iteration 20F: 3 clusters Score -1486050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1486050.750000 Penalty: 4695.437988
	Iteration 21Q: 3 clusters Score -1486051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1486058.000000 Penalty: 4695.437988
	Iteration 22Q: 3 clusters Score -1486058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1486064.250000 Penalty: 4695.437988
	Iteration 23Q: 3 clusters Score -1486064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1486066.250000 Penalty: 4695.437988
	Iteration 24Q: 3 clusters Score -1486066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1486068.250000 Penalty: 4695.437988
	Iteration 25Q: 3 clusters Score -1486068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1486071.125000 Penalty: 4695.437988
	Iteration 26Q: 3 clusters Score -1486071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1486073.250000 Penalty: 4695.437988
	Iteration 27Q: 3 clusters Score -1486073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1486072.750000 Penalty: 4695.437988
	Iteration 28Q: 3 clusters Score -1486073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1486076.250000 Penalty: 4695.437988
	Iteration 29Q: 3 clusters Score -1486076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1486075.750000 Penalty: 4695.437988
	Iteration 30Q: 3 clusters Score -1486076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1486080.000000 Penalty: 4695.437988
	Iteration 31Q: 3 clusters Score -1486080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1486080.625000 Penalty: 4695.437988
	Iteration 32Q: 3 clusters Score -1486081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1486087.625000 Penalty: 4695.437988
	Iteration 33Q: 3 clusters Score -1486088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1486089.250000 Penalty: 4695.437988
	Iteration 34Q: 3 clusters Score -1486089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1486090.125000 Penalty: 4695.437988
	Iteration 35Q: 3 clusters Score -1486090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1486094.750000 Penalty: 4695.437988
	Iteration 36Q: 3 clusters Score -1486095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1486092.500000 Penalty: 4695.437988
	Iteration 37Q: 3 clusters Score -1486092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1486092.250000 Penalty: 4695.437988
	Iteration 38Q: 3 clusters Score -1486092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1486093.000000 Penalty: 4695.437988
	Iteration 39Q: 3 clusters Score -1486093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1486093.375000 Penalty: 4695.437988
	Iteration 40F: 3 clusters Score -1486093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1486094.125000 Penalty: 4695.437988
	Iteration 41Q: 3 clusters Score -1486094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1486096.625000 Penalty: 4695.437988
	Iteration 42Q: 3 clusters Score -1486097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1486096.625000 Penalty: 4695.437988
	Iteration 43F: 3 clusters Score -1486097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Entering Unmasked Estep 
Score: -1744216.625000 Penalty: 2371.824951
	Iteration 0F: 2 clusters Score -1744217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1733924.750000 Penalty: 4743.649902
	Iteration 0F: 3 clusters Score -1733925 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1737393.000000 Penalty: 4743.649902
	Iteration 1F: 3 clusters Score -1737393 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1737943.625000 Penalty: 4743.649902
	Iteration 2F: 3 clusters Score -1737944 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1738444.875000 Penalty: 4743.649902
	Iteration 3F: 3 clusters Score -1738445 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1738963.250000 Penalty: 4743.649902
	Iteration 4F: 3 clusters Score -1738963 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1739505.125000 Penalty: 4743.649902
	Iteration 5F: 3 clusters Score -1739505 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1740166.500000 Penalty: 4743.649902
	Iteration 6F: 3 clusters Score -1740166 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1740946.750000 Penalty: 4743.649902
	Iteration 7F: 3 clusters Score -1740947 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1741639.750000 Penalty: 4743.649902
	Iteration 8F: 3 clusters Score -1741640 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1742108.125000 Penalty: 4743.649902
	Iteration 9Q: 3 clusters Score -1742108 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1742425.375000 Penalty: 4743.649902
	Iteration 10Q: 3 clusters Score -1742425 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1742677.125000 Penalty: 4743.649902
	Iteration 11Q: 3 clusters Score -1742677 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1742870.625000 Penalty: 4743.649902
	Iteration 12Q: 3 clusters Score -1742871 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1743038.375000 Penalty: 4743.649902
	Iteration 13Q: 3 clusters Score -1743038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1743168.500000 Penalty: 4743.649902
	Iteration 14Q: 3 clusters Score -1743168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1743232.625000 Penalty: 4743.649902
	Iteration 15Q: 3 clusters Score -1743233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1743266.000000 Penalty: 4743.649902
	Iteration 16Q: 3 clusters Score -1743266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1743292.250000 Penalty: 4743.649902
	Iteration 17Q: 3 clusters Score -1743292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1743316.375000 Penalty: 4743.649902
	Iteration 18Q: 3 clusters Score -1743316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1743333.500000 Penalty: 4743.649902
	Iteration 19Q: 3 clusters Score -1743334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1743339.375000 Penalty: 4743.649902
	Iteration 20F: 3 clusters Score -1743339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1743350.000000 Penalty: 4743.649902
	Iteration 21Q: 3 clusters Score -1743350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1743352.250000 Penalty: 4743.649902
	Iteration 22Q: 3 clusters Score -1743352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1743358.375000 Penalty: 4743.649902
	Iteration 23Q: 3 clusters Score -1743358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1743362.375000 Penalty: 4743.649902
	Iteration 24Q: 3 clusters Score -1743362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1743362.750000 Penalty: 4743.649902
	Iteration 25Q: 3 clusters Score -1743363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1743361.625000 Penalty: 4743.649902
	Iteration 26Q: 3 clusters Score -1743362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1743361.625000 Penalty: 4743.649902
	Iteration 27F: 3 clusters Score -1743362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -1253604.875000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -1253605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1245666.875000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -1245667 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1247995.500000 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -1247996 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1248295.000000 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -1248295 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1248515.250000 Penalty: 4589.448730
	Iteration 3Q: 3 clusters Score -1248515 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1248710.875000 Penalty: 4589.448730
	Iteration 4Q: 3 clusters Score -1248711 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1248922.125000 Penalty: 4589.448730
	Iteration 5Q: 3 clusters Score -1248922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1249166.375000 Penalty: 4589.448730
	Iteration 6Q: 3 clusters Score -1249166 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1249433.250000 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -1249433 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1249680.125000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -1249680 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1249949.875000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -1249950 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1250234.375000 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -1250234 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1250562.250000 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -1250562 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1250837.375000 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -1250837 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1251036.875000 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -1251037 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1251187.125000 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -1251187 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1251312.500000 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -1251312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1251407.625000 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -1251408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1251464.625000 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -1251465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1251494.625000 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -1251495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1251519.500000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -1251520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1251538.000000 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -1251538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1251558.750000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -1251559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1251570.625000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -1251571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1251578.625000 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -1251579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1251587.375000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -1251587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1251592.250000 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -1251592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1251595.625000 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -1251596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1251599.375000 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -1251599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1251604.500000 Penalty: 4589.448730
	Iteration 28Q: 3 clusters Score -1251604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1251605.125000 Penalty: 4589.448730
	Iteration 29Q: 3 clusters Score -1251605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1251607.250000 Penalty: 4589.448730
	Iteration 30Q: 3 clusters Score -1251607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1251609.500000 Penalty: 4589.448730
	Iteration 31Q: 3 clusters Score -1251610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1251610.875000 Penalty: 4589.448730
	Iteration 32Q: 3 clusters Score -1251611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1251615.375000 Penalty: 4589.448730
	Iteration 33Q: 3 clusters Score -1251615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1251617.500000 Penalty: 4589.448730
	Iteration 34Q: 3 clusters Score -1251618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1251619.125000 Penalty: 4589.448730
	Iteration 35Q: 3 clusters Score -1251619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1251622.000000 Penalty: 4589.448730
	Iteration 36Q: 3 clusters Score -1251622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1251624.000000 Penalty: 4589.448730
	Iteration 37Q: 3 clusters Score -1251624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1251624.000000 Penalty: 4589.448730
	Iteration 38F: 3 clusters Score -1251624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Entering Unmasked Estep 
Score: -3161860.750000 Penalty: 2513.134521
	Iteration 0F: 2 clusters Score -3161861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3144364.000000 Penalty: 5026.269043
	Iteration 0F: 3 clusters Score -3144364 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3150453.500000 Penalty: 5026.269043
	Iteration 1F: 3 clusters Score -3150454 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3150894.500000 Penalty: 5026.269043
	Iteration 2Q: 3 clusters Score -3150894 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3151262.500000 Penalty: 5026.269043
	Iteration 3Q: 3 clusters Score -3151262 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3151635.000000 Penalty: 5026.269043
	Iteration 4Q: 3 clusters Score -3151635 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3152046.750000 Penalty: 5026.269043
	Iteration 5Q: 3 clusters Score -3152047 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3152440.750000 Penalty: 5026.269043
	Iteration 6Q: 3 clusters Score -3152441 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3152936.250000 Penalty: 5026.269043
	Iteration 7Q: 3 clusters Score -3152936 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3153552.750000 Penalty: 5026.269043
	Iteration 8Q: 3 clusters Score -3153553 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3154314.000000 Penalty: 5026.269043
	Iteration 9F: 3 clusters Score -3154314 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3155198.000000 Penalty: 5026.269043
	Iteration 10F: 3 clusters Score -3155198 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3156195.250000 Penalty: 5026.269043
	Iteration 11F: 3 clusters Score -3156195 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3157209.750000 Penalty: 5026.269043
	Iteration 12Q: 3 clusters Score -3157210 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3158131.500000 Penalty: 5026.269043
	Iteration 13Q: 3 clusters Score -3158132 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3158752.750000 Penalty: 5026.269043
	Iteration 14Q: 3 clusters Score -3158753 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3159124.500000 Penalty: 5026.269043
	Iteration 15Q: 3 clusters Score -3159124 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3159314.500000 Penalty: 5026.269043
	Iteration 16Q: 3 clusters Score -3159314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3159454.000000 Penalty: 5026.269043
	Iteration 17Q: 3 clusters Score -3159454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3159527.250000 Penalty: 5026.269043
	Iteration 18Q: 3 clusters Score -3159527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3159582.000000 Penalty: 5026.269043
	Iteration 19Q: 3 clusters Score -3159582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3159607.750000 Penalty: 5026.269043
	Iteration 20F: 3 clusters Score -3159608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3159629.250000 Penalty: 5026.269043
	Iteration 21Q: 3 clusters Score -3159629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3159642.250000 Penalty: 5026.269043
	Iteration 22Q: 3 clusters Score -3159642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3159663.250000 Penalty: 5026.269043
	Iteration 23Q: 3 clusters Score -3159663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3159671.500000 Penalty: 5026.269043
	Iteration 24Q: 3 clusters Score -3159672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3159680.500000 Penalty: 5026.269043
	Iteration 25Q: 3 clusters Score -3159680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3159694.250000 Penalty: 5026.269043
	Iteration 26Q: 3 clusters Score -3159694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3159700.500000 Penalty: 5026.269043
	Iteration 27Q: 3 clusters Score -3159700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3159703.250000 Penalty: 5026.269043
	Iteration 28Q: 3 clusters Score -3159703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3159707.750000 Penalty: 5026.269043
	Iteration 29Q: 3 clusters Score -3159708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3159712.750000 Penalty: 5026.269043
	Iteration 30Q: 3 clusters Score -3159713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3159716.500000 Penalty: 5026.269043
	Iteration 31Q: 3 clusters Score -3159716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3159716.500000 Penalty: 5026.269043
	Iteration 32F: 3 clusters Score -3159716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Entering Unmasked Estep 
Score: -20348416.000000 Penalty: 2978.807861
	Iteration 0F: 2 clusters Score -2.034842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -20238694.000000 Penalty: 5957.615723
	Iteration 0F: 3 clusters Score -2.023869e+07 nChanged 78616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -20284236.000000 Penalty: 5957.615723
	Iteration 1F: 3 clusters Score -2.028424e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -20285228.000000 Penalty: 5957.615723
	Iteration 2Q: 3 clusters Score -2.028523e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -20286464.000000 Penalty: 5957.615723
	Iteration 3Q: 3 clusters Score -2.028646e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -20287656.000000 Penalty: 5957.615723
	Iteration 4Q: 3 clusters Score -2.028766e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -20288904.000000 Penalty: 5957.615723
	Iteration 5Q: 3 clusters Score -2.02889e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -20290886.000000 Penalty: 5957.615723
	Iteration 6Q: 3 clusters Score -2.029089e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -20293536.000000 Penalty: 5957.615723
	Iteration 7Q: 3 clusters Score -2.029354e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -20297518.000000 Penalty: 5957.615723
	Iteration 8Q: 3 clusters Score -2.029752e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -20303470.000000 Penalty: 5957.615723
	Iteration 9F: 3 clusters Score -2.030347e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -20311606.000000 Penalty: 5957.615723
	Iteration 10F: 3 clusters Score -2.031161e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -20319788.000000 Penalty: 5957.615723
	Iteration 11F: 3 clusters Score -2.031979e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -20326714.000000 Penalty: 5957.615723
	Iteration 12F: 3 clusters Score -2.032671e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141862 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -20331854.000000 Penalty: 5957.615723
	Iteration 13Q: 3 clusters Score -2.033185e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -20335440.000000 Penalty: 5957.615723
	Iteration 14Q: 3 clusters Score -2.033544e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -20337966.000000 Penalty: 5957.615723
	Iteration 15Q: 3 clusters Score -2.033797e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -20339924.000000 Penalty: 5957.615723
	Iteration 16Q: 3 clusters Score -2.033992e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -20341408.000000 Penalty: 5957.615723
	Iteration 17Q: 3 clusters Score -2.034141e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -20342498.000000 Penalty: 5957.615723
	Iteration 18Q: 3 clusters Score -2.03425e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -20343318.000000 Penalty: 5957.615723
	Iteration 19Q: 3 clusters Score -2.034332e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -20344058.000000 Penalty: 5957.615723
	Iteration 20F: 3 clusters Score -2.034406e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -20344542.000000 Penalty: 5957.615723
	Iteration 21Q: 3 clusters Score -2.034454e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162147 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20344944.000000 Penalty: 5957.615723
	Iteration 22Q: 3 clusters Score -2.034494e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -20345224.000000 Penalty: 5957.615723
	Iteration 23Q: 3 clusters Score -2.034522e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162892 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20345398.000000 Penalty: 5957.615723
	Iteration 24Q: 3 clusters Score -2.03454e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20345520.000000 Penalty: 5957.615723
	Iteration 25Q: 3 clusters Score -2.034552e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20345646.000000 Penalty: 5957.615723
	Iteration 26Q: 3 clusters Score -2.034565e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20345724.000000 Penalty: 5957.615723
	Iteration 27Q: 3 clusters Score -2.034572e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20345812.000000 Penalty: 5957.615723
	Iteration 28Q: 3 clusters Score -2.034581e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20345832.000000 Penalty: 5957.615723
	Iteration 29Q: 3 clusters Score -2.034583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20345852.000000 Penalty: 5957.615723
	Iteration 30Q: 3 clusters Score -2.034585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20345846.000000 Penalty: 5957.615723
	Iteration 31Q: 3 clusters Score -2.034585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20345846.000000 Penalty: 5957.615723
	Iteration 32Q: 3 clusters Score -2.034585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20345852.000000 Penalty: 5957.615723
	Iteration 33Q: 3 clusters Score -2.034585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20345850.000000 Penalty: 5957.615723
	Iteration 34Q: 3 clusters Score -2.034585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20345866.000000 Penalty: 5957.615723
	Iteration 35Q: 3 clusters Score -2.034587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20345874.000000 Penalty: 5957.615723
	Iteration 36Q: 3 clusters Score -2.034587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163605 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20345880.000000 Penalty: 5957.615723
	Iteration 37Q: 3 clusters Score -2.034588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20345886.000000 Penalty: 5957.615723
	Iteration 38Q: 3 clusters Score -2.034589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20345876.000000 Penalty: 5957.615723
	Iteration 39Q: 3 clusters Score -2.034588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20345916.000000 Penalty: 5957.615723
	Iteration 40F: 3 clusters Score -2.034592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20345920.000000 Penalty: 5957.615723
	Iteration 41Q: 3 clusters Score -2.034592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20345930.000000 Penalty: 5957.615723
	Iteration 42Q: 3 clusters Score -2.034593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20345948.000000 Penalty: 5957.615723
	Iteration 43Q: 3 clusters Score -2.034595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20345932.000000 Penalty: 5957.615723
	Iteration 44Q: 3 clusters Score -2.034593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20345940.000000 Penalty: 5957.615723
	Iteration 45Q: 3 clusters Score -2.034594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163648 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20345942.000000 Penalty: 5957.615723
	Iteration 46Q: 3 clusters Score -2.034594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20345950.000000 Penalty: 5957.615723
	Iteration 47Q: 3 clusters Score -2.034595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20345954.000000 Penalty: 5957.615723
	Iteration 48Q: 3 clusters Score -2.034595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20345954.000000 Penalty: 5957.615723
	Iteration 49Q: 3 clusters Score -2.034595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20345960.000000 Penalty: 5957.615723
	Iteration 50Q: 3 clusters Score -2.034596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20345946.000000 Penalty: 5957.615723
	Iteration 51Q: 3 clusters Score -2.034595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20345962.000000 Penalty: 5957.615723
	Iteration 52Q: 3 clusters Score -2.034596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20345964.000000 Penalty: 5957.615723
	Iteration 53Q: 3 clusters Score -2.034596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20345960.000000 Penalty: 5957.615723
	Iteration 54Q: 3 clusters Score -2.034596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163675 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20345968.000000 Penalty: 5957.615723
	Iteration 55Q: 3 clusters Score -2.034597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163677 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20345982.000000 Penalty: 5957.615723
	Iteration 56Q: 3 clusters Score -2.034598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20345972.000000 Penalty: 5957.615723
	Iteration 57Q: 3 clusters Score -2.034597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20345982.000000 Penalty: 5957.615723
	Iteration 58Q: 3 clusters Score -2.034598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20345988.000000 Penalty: 5957.615723
	Iteration 59Q: 3 clusters Score -2.034599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20345990.000000 Penalty: 5957.615723
	Iteration 60F: 3 clusters Score -2.034599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20345992.000000 Penalty: 5957.615723
	Iteration 61Q: 3 clusters Score -2.034599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20345988.000000 Penalty: 5957.615723
	Iteration 62Q: 3 clusters Score -2.034599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20345980.000000 Penalty: 5957.615723
	Iteration 63Q: 3 clusters Score -2.034598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20345978.000000 Penalty: 5957.615723
	Iteration 64Q: 3 clusters Score -2.034598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20345974.000000 Penalty: 5957.615723
	Iteration 65Q: 3 clusters Score -2.034597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20345968.000000 Penalty: 5957.615723
	Iteration 66Q: 3 clusters Score -2.034597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20345968.000000 Penalty: 5957.615723
	Iteration 67F: 3 clusters Score -2.034597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2312058.250000 Penalty: 2432.253174
	Iteration 0F: 2 clusters Score -2312058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2299256.000000 Penalty: 4864.506348
	Iteration 0F: 3 clusters Score -2299256 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2303205.750000 Penalty: 4864.506348
	Iteration 1F: 3 clusters Score -2303206 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2303536.000000 Penalty: 4864.506348
	Iteration 2F: 3 clusters Score -2303536 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2303794.000000 Penalty: 4864.506348
	Iteration 3Q: 3 clusters Score -2303794 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2304008 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2304203 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2304367 nChanged 472
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Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2304532 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2304712 nChanged 485
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2304905.250000 Penalty: 4864.506348
	Iteration 9Q: 3 clusters Score -2304905 nChanged 482
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2305108 nChanged 496
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Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2305294 nChanged 553
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2305536 nChanged 609
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Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2305824 nChanged 652
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Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2306212 nChanged 765
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Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2306670 nChanged 827
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2307142.500000 Penalty: 4864.506348
	Iteration 16Q: 3 clusters Score -2307142 nChanged 794
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Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2307628 nChanged 738
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Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2308006 nChanged 589
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Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2308262 nChanged 450
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2308416 nChanged 299
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2308518 nChanged 229
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2308594 nChanged 231
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Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2308671 nChanged 238
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Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2308773 nChanged 225
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Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2308840 nChanged 187
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Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2308895 nChanged 166
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Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2308948 nChanged 170
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Mstep: Class 1 contains 6942 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2308990 nChanged 166
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2309030 nChanged 163
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Mstep: Class 1 contains 6669 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2309068 nChanged 155
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Mstep: Class 1 contains 6536 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2309107 nChanged 127
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Mstep: Class 1 contains 6425 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2309131 nChanged 120
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Mstep: Class 1 contains 6315 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2309160 nChanged 122
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2309190 nChanged 111
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Mstep: Class 1 contains 6084 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2309215 nChanged 110
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2309244 nChanged 107
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Mstep: Class 1 contains 5875 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2309272 nChanged 109
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Mstep: Class 1 contains 5768 members 
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	Iteration 38Q: 3 clusters Score -2309287 nChanged 108
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Mstep: Class 1 contains 5660 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2309304 nChanged 112
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Mstep: Class 1 contains 5548 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2309325 nChanged 84
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Mstep: Class 1 contains 5464 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2309342 nChanged 78
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Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2309350 nChanged 78
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Mstep: Class 1 contains 5310 members 
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Entering Unmasked Estep 
Score: -2309370.500000 Penalty: 4864.506348
	Iteration 43Q: 3 clusters Score -2309370 nChanged 76
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Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2309390 nChanged 75
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Mstep: Class 1 contains 5161 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2309403 nChanged 79
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Mstep: Class 1 contains 5082 members 
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	Iteration 46Q: 3 clusters Score -2309409 nChanged 80
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Mstep: Class 1 contains 5004 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2309428 nChanged 73
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Mstep: Class 1 contains 4931 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2309446 nChanged 94
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Mstep: Class 1 contains 4839 members 
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	Iteration 49Q: 3 clusters Score -2309472 nChanged 87
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Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2309485 nChanged 72
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Mstep: Class 1 contains 4680 members 
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Entering Unmasked Estep 
Score: -2309502.250000 Penalty: 4864.506348
	Iteration 51Q: 3 clusters Score -2309502 nChanged 75
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Mstep: Class 1 contains 4605 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2309514 nChanged 72
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Mstep: Class 1 contains 4535 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2309533 nChanged 74
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2309542 nChanged 76
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2309556 nChanged 79
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Mstep: Class 1 contains 4306 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2309573 nChanged 73
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2309596 nChanged 75
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Entering Unmasked Estep 
Score: -2309607.500000 Penalty: 4864.506348
	Iteration 58Q: 3 clusters Score -2309608 nChanged 60
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Mstep: Class 1 contains 4098 members 
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Entering Unmasked Estep 
Score: -2309620.500000 Penalty: 4864.506348
	Iteration 59Q: 3 clusters Score -2309620 nChanged 61
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Mstep: Class 1 contains 4039 members 
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Entering Unmasked Estep 
Score: -2309623.250000 Penalty: 4864.506348
	Iteration 60F: 3 clusters Score -2309623 nChanged 58
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Mstep: Class 1 contains 3981 members 
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Entering Unmasked Estep 
Score: -2309636.500000 Penalty: 4864.506348
	Iteration 61Q: 3 clusters Score -2309636 nChanged 61
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Mstep: Class 1 contains 3920 members 
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Entering Unmasked Estep 
Score: -2309646.750000 Penalty: 4864.506348
	Iteration 62Q: 3 clusters Score -2309647 nChanged 70
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Mstep: Class 1 contains 3850 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2309668 nChanged 74
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Mstep: Class 1 contains 3776 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2309680 nChanged 72
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Mstep: Class 1 contains 3704 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2309701 nChanged 69
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Mstep: Class 1 contains 3635 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2309714 nChanged 69
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Mstep: Class 1 contains 3566 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2309726 nChanged 58
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2309739 nChanged 56
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Mstep: Class 1 contains 3452 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2309756 nChanged 49
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2309767 nChanged 42
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Mstep: Class 1 contains 3365 members 
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Entering Unmasked Estep 
Score: -2309781.500000 Penalty: 4864.506348
	Iteration 71Q: 3 clusters Score -2309782 nChanged 47
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Entering Unmasked Estep 
Score: -2309791.000000 Penalty: 4864.506348
	Iteration 72Q: 3 clusters Score -2309791 nChanged 51
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Mstep: Class 1 contains 3269 members 
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	Iteration 73Q: 3 clusters Score -2309814 nChanged 46
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Mstep: Class 1 contains 3223 members 
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Entering Unmasked Estep 
Score: -2309817.000000 Penalty: 4864.506348
	Iteration 74Q: 3 clusters Score -2309817 nChanged 40
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Mstep: Class 1 contains 3183 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2309826 nChanged 36
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	Iteration 76Q: 3 clusters Score -2309834 nChanged 38
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Mstep: Class 1 contains 3109 members 
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Entering Unmasked Estep 
Score: -2309843.250000 Penalty: 4864.506348
	Iteration 77Q: 3 clusters Score -2309843 nChanged 35
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	Iteration 78Q: 3 clusters Score -2309845 nChanged 33
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Mstep: Class 1 contains 3041 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2309845 nChanged 33
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Score: -2309857.250000 Penalty: 4864.506348
	Iteration 80F: 3 clusters Score -2309857 nChanged 44
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2309866 nChanged 49
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2309878 nChanged 43
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Mstep: Class 1 contains 2874 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2309886 nChanged 40
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2309889 nChanged 36
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Entering Unmasked Estep 
Score: -2309902.500000 Penalty: 4864.506348
	Iteration 85Q: 3 clusters Score -2309902 nChanged 34
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	Iteration 86Q: 3 clusters Score -2309900 nChanged 36
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Entering Unmasked Estep 
Score: -2309906.250000 Penalty: 4864.506348
	Iteration 87Q: 3 clusters Score -2309906 nChanged 27
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Mstep: Class 1 contains 2707 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2309918 nChanged 28
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2309929 nChanged 30
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	Iteration 90Q: 3 clusters Score -2309936 nChanged 23
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Entering Unmasked Estep 
Score: -2309937.500000 Penalty: 4864.506348
	Iteration 91Q: 3 clusters Score -2309938 nChanged 27
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2309938 nChanged 27
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Entering Unmasked Estep 
Score: -2309958.750000 Penalty: 4864.506348
	Iteration 93Q: 3 clusters Score -2309959 nChanged 25
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Entering Unmasked Estep 
Score: -2309961.500000 Penalty: 4864.506348
	Iteration 94Q: 3 clusters Score -2309962 nChanged 28
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Entering Unmasked Estep 
Score: -2309964.250000 Penalty: 4864.506348
	Iteration 95Q: 3 clusters Score -2309964 nChanged 22
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Entering Unmasked Estep 
Score: -2309969.750000 Penalty: 4864.506348
	Iteration 96Q: 3 clusters Score -2309970 nChanged 16
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Entering Unmasked Estep 
Score: -2309974.000000 Penalty: 4864.506348
	Iteration 97Q: 3 clusters Score -2309974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2309973.750000 Penalty: 4864.506348
	Iteration 98Q: 3 clusters Score -2309974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2309973.500000 Penalty: 4864.506348
	Iteration 99Q: 3 clusters Score -2309974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2309977.250000 Penalty: 4864.506348
	Iteration 100F: 3 clusters Score -2309977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2309982.500000 Penalty: 4864.506348
	Iteration 101Q: 3 clusters Score -2309982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2309986.000000 Penalty: 4864.506348
	Iteration 102Q: 3 clusters Score -2309986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2309986.500000 Penalty: 4864.506348
	Iteration 103Q: 3 clusters Score -2309986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2309992.500000 Penalty: 4864.506348
	Iteration 104Q: 3 clusters Score -2309992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2309992.250000 Penalty: 4864.506348
	Iteration 105Q: 3 clusters Score -2309992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2309987.750000 Penalty: 4864.506348
	Iteration 106Q: 3 clusters Score -2309988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2309990.250000 Penalty: 4864.506348
	Iteration 107Q: 3 clusters Score -2309990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2309990.250000 Penalty: 4864.506348
	Iteration 108F: 3 clusters Score -2309990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Entering Unmasked Estep 
Score: -10884974.000000 Penalty: 2818.245117
	Iteration 0F: 2 clusters Score -1.088497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -10827208.000000 Penalty: 5636.490234
	Iteration 0F: 3 clusters Score -1.082721e+07 nChanged 40758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -10850625.000000 Penalty: 5636.490234
	Iteration 1F: 3 clusters Score -1.085062e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -10851572.000000 Penalty: 5636.490234
	Iteration 2Q: 3 clusters Score -1.085157e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -10852664.000000 Penalty: 5636.490234
	Iteration 3Q: 3 clusters Score -1.085266e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -10853953.000000 Penalty: 5636.490234
	Iteration 4Q: 3 clusters Score -1.085395e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -10855792.000000 Penalty: 5636.490234
	Iteration 5Q: 3 clusters Score -1.085579e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10858085.000000 Penalty: 5636.490234
	Iteration 6F: 3 clusters Score -1.085808e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -10861614.000000 Penalty: 5636.490234
	Iteration 7F: 3 clusters Score -1.086161e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -10866283.000000 Penalty: 5636.490234
	Iteration 8F: 3 clusters Score -1.086628e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10871294.000000 Penalty: 5636.490234
	Iteration 9F: 3 clusters Score -1.087129e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -10875044.000000 Penalty: 5636.490234
	Iteration 10F: 3 clusters Score -1.087504e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -10876868.000000 Penalty: 5636.490234
	Iteration 11Q: 3 clusters Score -1.087687e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -10877994.000000 Penalty: 5636.490234
	Iteration 12Q: 3 clusters Score -1.087799e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -10878956.000000 Penalty: 5636.490234
	Iteration 13Q: 3 clusters Score -1.087896e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -10879898.000000 Penalty: 5636.490234
	Iteration 14Q: 3 clusters Score -1.08799e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -10880668.000000 Penalty: 5636.490234
	Iteration 15Q: 3 clusters Score -1.088067e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -10881387.000000 Penalty: 5636.490234
	Iteration 16Q: 3 clusters Score -1.088139e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -10881917.000000 Penalty: 5636.490234
	Iteration 17Q: 3 clusters Score -1.088192e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -10882185.000000 Penalty: 5636.490234
	Iteration 18Q: 3 clusters Score -1.088218e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -10882318.000000 Penalty: 5636.490234
	Iteration 19Q: 3 clusters Score -1.088232e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -10882426.000000 Penalty: 5636.490234
	Iteration 20F: 3 clusters Score -1.088243e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -10882497.000000 Penalty: 5636.490234
	Iteration 21Q: 3 clusters Score -1.08825e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -10882555.000000 Penalty: 5636.490234
	Iteration 22Q: 3 clusters Score -1.088256e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -10882604.000000 Penalty: 5636.490234
	Iteration 23Q: 3 clusters Score -1.08826e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -10882641.000000 Penalty: 5636.490234
	Iteration 24Q: 3 clusters Score -1.088264e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -10882647.000000 Penalty: 5636.490234
	Iteration 25Q: 3 clusters Score -1.088265e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -10882657.000000 Penalty: 5636.490234
	Iteration 26Q: 3 clusters Score -1.088266e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10882704.000000 Penalty: 5636.490234
	Iteration 27Q: 3 clusters Score -1.08827e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -10882726.000000 Penalty: 5636.490234
	Iteration 28Q: 3 clusters Score -1.088273e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -10882754.000000 Penalty: 5636.490234
	Iteration 29Q: 3 clusters Score -1.088275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -10882771.000000 Penalty: 5636.490234
	Iteration 30Q: 3 clusters Score -1.088277e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10882799.000000 Penalty: 5636.490234
	Iteration 31Q: 3 clusters Score -1.08828e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -10882825.000000 Penalty: 5636.490234
	Iteration 32Q: 3 clusters Score -1.088282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -10882855.000000 Penalty: 5636.490234
	Iteration 33Q: 3 clusters Score -1.088286e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -10882857.000000 Penalty: 5636.490234
	Iteration 34Q: 3 clusters Score -1.088286e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -10882820.000000 Penalty: 5636.490234
	Iteration 35Q: 3 clusters Score -1.088282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -10882831.000000 Penalty: 5636.490234
	Iteration 36Q: 3 clusters Score -1.088283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -10882827.000000 Penalty: 5636.490234
	Iteration 37Q: 3 clusters Score -1.088283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -10882831.000000 Penalty: 5636.490234
	Iteration 38Q: 3 clusters Score -1.088283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -10882833.000000 Penalty: 5636.490234
	Iteration 39Q: 3 clusters Score -1.088283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -10882851.000000 Penalty: 5636.490234
	Iteration 40F: 3 clusters Score -1.088285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -10882829.000000 Penalty: 5636.490234
	Iteration 41Q: 3 clusters Score -1.088283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -10882835.000000 Penalty: 5636.490234
	Iteration 42Q: 3 clusters Score -1.088284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10882829.000000 Penalty: 5636.490234
	Iteration 43Q: 3 clusters Score -1.088283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -10882814.000000 Penalty: 5636.490234
	Iteration 44Q: 3 clusters Score -1.088281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -10882826.000000 Penalty: 5636.490234
	Iteration 45Q: 3 clusters Score -1.088283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -10882818.000000 Penalty: 5636.490234
	Iteration 46Q: 3 clusters Score -1.088282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -10882816.000000 Penalty: 5636.490234
	Iteration 47Q: 3 clusters Score -1.088282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -10882814.000000 Penalty: 5636.490234
	Iteration 48Q: 3 clusters Score -1.088281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -10882824.000000 Penalty: 5636.490234
	Iteration 49Q: 3 clusters Score -1.088282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -10882814.000000 Penalty: 5636.490234
	Iteration 50Q: 3 clusters Score -1.088281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -10882811.000000 Penalty: 5636.490234
	Iteration 51Q: 3 clusters Score -1.088281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -10882817.000000 Penalty: 5636.490234
	Iteration 52Q: 3 clusters Score -1.088282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -10882812.000000 Penalty: 5636.490234
	Iteration 53Q: 3 clusters Score -1.088281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -10882808.000000 Penalty: 5636.490234
	Iteration 54Q: 3 clusters Score -1.088281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -10882817.000000 Penalty: 5636.490234
	Iteration 55Q: 3 clusters Score -1.088282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -10882817.000000 Penalty: 5636.490234
	Iteration 56Q: 3 clusters Score -1.088282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -10882813.000000 Penalty: 5636.490234
	Iteration 57Q: 3 clusters Score -1.088281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -10882810.000000 Penalty: 5636.490234
	Iteration 58Q: 3 clusters Score -1.088281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -10882807.000000 Penalty: 5636.490234
	Iteration 59Q: 3 clusters Score -1.088281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -10882811.000000 Penalty: 5636.490234
	Iteration 60F: 3 clusters Score -1.088281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -10882808.000000 Penalty: 5636.490234
	Iteration 61Q: 3 clusters Score -1.088281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -10882810.000000 Penalty: 5636.490234
	Iteration 62Q: 3 clusters Score -1.088281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -10882815.000000 Penalty: 5636.490234
	Iteration 63Q: 3 clusters Score -1.088282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -10882817.000000 Penalty: 5636.490234
	Iteration 64Q: 3 clusters Score -1.088282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -10882815.000000 Penalty: 5636.490234
	Iteration 65Q: 3 clusters Score -1.088282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -10882819.000000 Penalty: 5636.490234
	Iteration 66Q: 3 clusters Score -1.088282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -10882831.000000 Penalty: 5636.490234
	Iteration 67Q: 3 clusters Score -1.088283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -10882829.000000 Penalty: 5636.490234
	Iteration 68Q: 3 clusters Score -1.088283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -10882831.000000 Penalty: 5636.490234
	Iteration 69Q: 3 clusters Score -1.088283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -10882826.000000 Penalty: 5636.490234
	Iteration 70Q: 3 clusters Score -1.088283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -10882823.000000 Penalty: 5636.490234
	Iteration 71Q: 3 clusters Score -1.088282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -10882824.000000 Penalty: 5636.490234
	Iteration 72Q: 3 clusters Score -1.088282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -10882824.000000 Penalty: 5636.490234
	Iteration 73F: 3 clusters Score -1.088282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331348 members 
Entering Unmasked Estep 
Score: -41538088.000000 Penalty: 3152.309082
	Iteration 0F: 2 clusters Score -4.153809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166055 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -41329972.000000 Penalty: 6304.618164
	Iteration 0F: 3 clusters Score -4.132997e+07 nChanged 160404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -41424804.000000 Penalty: 6304.618164
	Iteration 1F: 3 clusters Score -4.14248e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178480 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -41426832.000000 Penalty: 6304.618164
	Iteration 2Q: 3 clusters Score -4.142683e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185599 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -41429764.000000 Penalty: 6304.618164
	Iteration 3Q: 3 clusters Score -4.142976e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196607 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -41434052.000000 Penalty: 6304.618164
	Iteration 4Q: 3 clusters Score -4.143405e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212523 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -41443300.000000 Penalty: 6304.618164
	Iteration 5F: 3 clusters Score -4.14433e+07 nChanged 22068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233927 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -41458120.000000 Penalty: 6304.618164
	Iteration 6F: 3 clusters Score -4.145812e+07 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259258 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -41476892.000000 Penalty: 6304.618164
	Iteration 7F: 3 clusters Score -4.147689e+07 nChanged 23850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282840 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -41494860.000000 Penalty: 6304.618164
	Iteration 8F: 3 clusters Score -4.149486e+07 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300494 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -41508476.000000 Penalty: 6304.618164
	Iteration 9F: 3 clusters Score -4.150848e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312232 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -41518068.000000 Penalty: 6304.618164
	Iteration 10Q: 3 clusters Score -4.151807e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319602 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -41524288.000000 Penalty: 6304.618164
	Iteration 11Q: 3 clusters Score -4.152429e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324308 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -41528316.000000 Penalty: 6304.618164
	Iteration 12Q: 3 clusters Score -4.152832e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327154 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -41530924.000000 Penalty: 6304.618164
	Iteration 13Q: 3 clusters Score -4.153092e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328744 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -41532572.000000 Penalty: 6304.618164
	Iteration 14Q: 3 clusters Score -4.153257e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329683 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -41533632.000000 Penalty: 6304.618164
	Iteration 15Q: 3 clusters Score -4.153363e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330165 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -41534148.000000 Penalty: 6304.618164
	Iteration 16Q: 3 clusters Score -4.153415e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330420 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -41534492.000000 Penalty: 6304.618164
	Iteration 17Q: 3 clusters Score -4.153449e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330574 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -41534720.000000 Penalty: 6304.618164
	Iteration 18Q: 3 clusters Score -4.153472e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330669 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -41534856.000000 Penalty: 6304.618164
	Iteration 19Q: 3 clusters Score -4.153486e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -41534968.000000 Penalty: 6304.618164
	Iteration 20F: 3 clusters Score -4.153497e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -41534988.000000 Penalty: 6304.618164
	Iteration 21Q: 3 clusters Score -4.153499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330775 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -41535024.000000 Penalty: 6304.618164
	Iteration 22Q: 3 clusters Score -4.153502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330795 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41535080.000000 Penalty: 6304.618164
	Iteration 23Q: 3 clusters Score -4.153508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330815 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -41535120.000000 Penalty: 6304.618164
	Iteration 24Q: 3 clusters Score -4.153512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330829 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41535144.000000 Penalty: 6304.618164
	Iteration 25Q: 3 clusters Score -4.153514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330837 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41535144.000000 Penalty: 6304.618164
	Iteration 26Q: 3 clusters Score -4.153514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41535180.000000 Penalty: 6304.618164
	Iteration 27Q: 3 clusters Score -4.153518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -41535184.000000 Penalty: 6304.618164
	Iteration 28Q: 3 clusters Score -4.153518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330857 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -41535212.000000 Penalty: 6304.618164
	Iteration 29Q: 3 clusters Score -4.153521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330866 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41535224.000000 Penalty: 6304.618164
	Iteration 30Q: 3 clusters Score -4.153522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330872 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41535236.000000 Penalty: 6304.618164
	Iteration 31Q: 3 clusters Score -4.153524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330878 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41535252.000000 Penalty: 6304.618164
	Iteration 32Q: 3 clusters Score -4.153525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330881 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41535260.000000 Penalty: 6304.618164
	Iteration 33Q: 3 clusters Score -4.153526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330885 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -41535284.000000 Penalty: 6304.618164
	Iteration 34Q: 3 clusters Score -4.153528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330887 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41535252.000000 Penalty: 6304.618164
	Iteration 35Q: 3 clusters Score -4.153525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330888 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41535276.000000 Penalty: 6304.618164
	Iteration 36Q: 3 clusters Score -4.153528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330890 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41535284.000000 Penalty: 6304.618164
	Iteration 37Q: 3 clusters Score -4.153528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330891 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41535264.000000 Penalty: 6304.618164
	Iteration 38Q: 3 clusters Score -4.153526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330891 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41535264.000000 Penalty: 6304.618164
	Iteration 39F: 3 clusters Score -4.153526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -733934.125000 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -733934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -728816.187500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -728816.2 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -730146.000000 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -730146 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -730423.250000 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -730423.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -730607.437500 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -730607.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -730752.437500 Penalty: 4310.057617
	Iteration 4Q: 3 clusters Score -730752.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -730885.000000 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -730885 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -730981.937500 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -730981.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -731074.687500 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -731074.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -731150.625000 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -731150.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -731212.000000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -731212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -731279.437500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -731279.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -731344.375000 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -731344.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -731409.562500 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -731409.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -731464.562500 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -731464.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -731520.812500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -731520.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -731571.937500 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -731571.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -731611.375000 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -731611.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -731640.812500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -731640.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -731661.937500 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -731661.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -731680.000000 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -731680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -731695.937500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -731695.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -731711.500000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -731711.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -731729.875000 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -731729.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -731747.250000 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -731747.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -731758.312500 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -731758.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -731763.875000 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -731763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -731768.375000 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -731768.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -731775.812500 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -731775.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -731777.937500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -731777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -731779.750000 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -731779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -731783.875000 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -731783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -731786.937500 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -731786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -731788.750000 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -731788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -731791.437500 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -731791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -731794.062500 Penalty: 4310.057617
	Iteration 34Q: 3 clusters Score -731794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -731797.000000 Penalty: 4310.057617
	Iteration 35Q: 3 clusters Score -731797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -731802.375000 Penalty: 4310.057617
	Iteration 36Q: 3 clusters Score -731802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -731806.500000 Penalty: 4310.057617
	Iteration 37Q: 3 clusters Score -731806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -731810.375000 Penalty: 4310.057617
	Iteration 38Q: 3 clusters Score -731810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -731814.000000 Penalty: 4310.057617
	Iteration 39Q: 3 clusters Score -731814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -731820.812500 Penalty: 4310.057617
	Iteration 40F: 3 clusters Score -731820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -731823.937500 Penalty: 4310.057617
	Iteration 41Q: 3 clusters Score -731823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -731830.687500 Penalty: 4310.057617
	Iteration 42Q: 3 clusters Score -731830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -731833.500000 Penalty: 4310.057617
	Iteration 43Q: 3 clusters Score -731833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -731837.312500 Penalty: 4310.057617
	Iteration 44Q: 3 clusters Score -731837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -731839.312500 Penalty: 4310.057617
	Iteration 45Q: 3 clusters Score -731839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -731841.375000 Penalty: 4310.057617
	Iteration 46Q: 3 clusters Score -731841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -731843.937500 Penalty: 4310.057617
	Iteration 47Q: 3 clusters Score -731843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -731846.625000 Penalty: 4310.057617
	Iteration 48Q: 3 clusters Score -731846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -731848.125000 Penalty: 4310.057617
	Iteration 49Q: 3 clusters Score -731848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -731848.375000 Penalty: 4310.057617
	Iteration 50Q: 3 clusters Score -731848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -731848.250000 Penalty: 4310.057617
	Iteration 51Q: 3 clusters Score -731848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -731847.937500 Penalty: 4310.057617
	Iteration 52Q: 3 clusters Score -731847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -731851.437500 Penalty: 4310.057617
	Iteration 53Q: 3 clusters Score -731851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -731852.125000 Penalty: 4310.057617
	Iteration 54Q: 3 clusters Score -731852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -731857.687500 Penalty: 4310.057617
	Iteration 55Q: 3 clusters Score -731857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -731857.562500 Penalty: 4310.057617
	Iteration 56Q: 3 clusters Score -731857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -731860.750000 Penalty: 4310.057617
	Iteration 57Q: 3 clusters Score -731860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -731862.000000 Penalty: 4310.057617
	Iteration 58Q: 3 clusters Score -731862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -731861.750000 Penalty: 4310.057617
	Iteration 59Q: 3 clusters Score -731861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -731862.437500 Penalty: 4310.057617
	Iteration 60F: 3 clusters Score -731862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77157.750000 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77157.75 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77412.273438 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77412.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77542.195312 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77542.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77706.078125 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77706.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77888.726562 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77888.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77999.078125 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77999.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78085.570312 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -78085.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78165.523438 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -78165.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78198.359375 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -78198.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78218.367188 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -78218.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78228.632812 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -78228.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78230.554688 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -78230.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78230.554688 Penalty: 3272.860352
	Iteration 12F: 3 clusters Score -78230.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1380454.875000 Penalty: 2321.485107
	Iteration 0F: 2 clusters Score -1380455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1371801.750000 Penalty: 4642.970215
	Iteration 0F: 3 clusters Score -1371802 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1374502.625000 Penalty: 4642.970215
	Iteration 1F: 3 clusters Score -1374503 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1374890.625000 Penalty: 4642.970215
	Iteration 2F: 3 clusters Score -1374891 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1375192.375000 Penalty: 4642.970215
	Iteration 3F: 3 clusters Score -1375192 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1375468.625000 Penalty: 4642.970215
	Iteration 4Q: 3 clusters Score -1375469 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1375729.000000 Penalty: 4642.970215
	Iteration 5Q: 3 clusters Score -1375729 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1375997.500000 Penalty: 4642.970215
	Iteration 6Q: 3 clusters Score -1375998 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1376275.125000 Penalty: 4642.970215
	Iteration 7Q: 3 clusters Score -1376275 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1376544.125000 Penalty: 4642.970215
	Iteration 8Q: 3 clusters Score -1376544 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1376824.625000 Penalty: 4642.970215
	Iteration 9Q: 3 clusters Score -1376825 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1377111.125000 Penalty: 4642.970215
	Iteration 10Q: 3 clusters Score -1377111 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1377425.000000 Penalty: 4642.970215
	Iteration 11Q: 3 clusters Score -1377425 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1377698.750000 Penalty: 4642.970215
	Iteration 12Q: 3 clusters Score -1377699 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1377945.500000 Penalty: 4642.970215
	Iteration 13Q: 3 clusters Score -1377946 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1378142.625000 Penalty: 4642.970215
	Iteration 14Q: 3 clusters Score -1378143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1378308.375000 Penalty: 4642.970215
	Iteration 15Q: 3 clusters Score -1378308 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1378457.625000 Penalty: 4642.970215
	Iteration 16Q: 3 clusters Score -1378458 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1378549.625000 Penalty: 4642.970215
	Iteration 17Q: 3 clusters Score -1378550 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1378618.250000 Penalty: 4642.970215
	Iteration 18Q: 3 clusters Score -1378618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1378659.875000 Penalty: 4642.970215
	Iteration 19Q: 3 clusters Score -1378660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1378692.500000 Penalty: 4642.970215
	Iteration 20F: 3 clusters Score -1378692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1378720.250000 Penalty: 4642.970215
	Iteration 21Q: 3 clusters Score -1378720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1378735.750000 Penalty: 4642.970215
	Iteration 22Q: 3 clusters Score -1378736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1378755.625000 Penalty: 4642.970215
	Iteration 23Q: 3 clusters Score -1378756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1378769.125000 Penalty: 4642.970215
	Iteration 24Q: 3 clusters Score -1378769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1378776.875000 Penalty: 4642.970215
	Iteration 25Q: 3 clusters Score -1378777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1378782.375000 Penalty: 4642.970215
	Iteration 26Q: 3 clusters Score -1378782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1378785.125000 Penalty: 4642.970215
	Iteration 27Q: 3 clusters Score -1378785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1378789.500000 Penalty: 4642.970215
	Iteration 28Q: 3 clusters Score -1378790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1378789.500000 Penalty: 4642.970215
	Iteration 29Q: 3 clusters Score -1378790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1378792.500000 Penalty: 4642.970215
	Iteration 30Q: 3 clusters Score -1378792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1378796.500000 Penalty: 4642.970215
	Iteration 31Q: 3 clusters Score -1378796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1378798.125000 Penalty: 4642.970215
	Iteration 32Q: 3 clusters Score -1378798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1378793.500000 Penalty: 4642.970215
	Iteration 33Q: 3 clusters Score -1378794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1378799.250000 Penalty: 4642.970215
	Iteration 34Q: 3 clusters Score -1378799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1378797.625000 Penalty: 4642.970215
	Iteration 35Q: 3 clusters Score -1378798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1378798.500000 Penalty: 4642.970215
	Iteration 36Q: 3 clusters Score -1378798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1378798.125000 Penalty: 4642.970215
	Iteration 37Q: 3 clusters Score -1378798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1378796.375000 Penalty: 4642.970215
	Iteration 38Q: 3 clusters Score -1378796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1378799.375000 Penalty: 4642.970215
	Iteration 39Q: 3 clusters Score -1378799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1378797.875000 Penalty: 4642.970215
	Iteration 40F: 3 clusters Score -1378798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1378797.750000 Penalty: 4642.970215
	Iteration 41Q: 3 clusters Score -1378798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1378797.750000 Penalty: 4642.970215
	Iteration 42Q: 3 clusters Score -1378798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1378797.750000 Penalty: 4642.970215
	Iteration 43F: 3 clusters Score -1378798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -265473.218750 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -265473.2 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 1235 members 
Entering Unmasked Estep 
Score: -262534.312500 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -262534.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263152.000000 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -263152 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -263374.718750 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -263374.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263518.562500 Penalty: 3883.496582
	Iteration 3F: 3 clusters Score -263518.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263634.593750 Penalty: 3883.496582
	Iteration 4Q: 3 clusters Score -263634.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263721.562500 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -263721.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263791.187500 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -263791.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -263836.968750 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -263837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -263865.718750 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -263865.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -263896.062500 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -263896.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263917.000000 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -263917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263937.406250 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -263937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263951.406250 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -263951.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263969.250000 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -263969.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -263985.375000 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -263985.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263995.312500 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -263995.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -264003.156250 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -264003.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264013.875000 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -264013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264026.187500 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -264026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -264034.281250 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -264034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264038.187500 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -264038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264041.750000 Penalty: 3883.496582
	Iteration 21Q: 3 clusters Score -264041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264045.343750 Penalty: 3883.496582
	Iteration 22Q: 3 clusters Score -264045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264048.125000 Penalty: 3883.496582
	Iteration 23Q: 3 clusters Score -264048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264052.156250 Penalty: 3883.496582
	Iteration 24Q: 3 clusters Score -264052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264054.406250 Penalty: 3883.496582
	Iteration 25Q: 3 clusters Score -264054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -264054.781250 Penalty: 3883.496582
	Iteration 26Q: 3 clusters Score -264054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -264055.687500 Penalty: 3883.496582
	Iteration 27Q: 3 clusters Score -264055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264056.250000 Penalty: 3883.496582
	Iteration 28Q: 3 clusters Score -264056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264058.125000 Penalty: 3883.496582
	Iteration 29Q: 3 clusters Score -264058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -264060.531250 Penalty: 3883.496582
	Iteration 30Q: 3 clusters Score -264060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264063.062500 Penalty: 3883.496582
	Iteration 31Q: 3 clusters Score -264063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264066.218750 Penalty: 3883.496582
	Iteration 32Q: 3 clusters Score -264066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -264069.718750 Penalty: 3883.496582
	Iteration 33Q: 3 clusters Score -264069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264073.781250 Penalty: 3883.496582
	Iteration 34Q: 3 clusters Score -264073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264077.781250 Penalty: 3883.496582
	Iteration 35Q: 3 clusters Score -264077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -264082.531250 Penalty: 3883.496582
	Iteration 36Q: 3 clusters Score -264082.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -264086.656250 Penalty: 3883.496582
	Iteration 37Q: 3 clusters Score -264086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -264093.312500 Penalty: 3883.496582
	Iteration 38Q: 3 clusters Score -264093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -264098.937500 Penalty: 3883.496582
	Iteration 39Q: 3 clusters Score -264098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -264103.906250 Penalty: 3883.496582
	Iteration 40F: 3 clusters Score -264103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -264115.062500 Penalty: 3883.496582
	Iteration 41Q: 3 clusters Score -264115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -264134.468750 Penalty: 3883.496582
	Iteration 42Q: 3 clusters Score -264134.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -264148.781250 Penalty: 3883.496582
	Iteration 43Q: 3 clusters Score -264148.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -264165.156250 Penalty: 3883.496582
	Iteration 44Q: 3 clusters Score -264165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -264181.468750 Penalty: 3883.496582
	Iteration 45Q: 3 clusters Score -264181.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -264203.406250 Penalty: 3883.496582
	Iteration 46Q: 3 clusters Score -264203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264222.093750 Penalty: 3883.496582
	Iteration 47Q: 3 clusters Score -264222.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -264236.718750 Penalty: 3883.496582
	Iteration 48Q: 3 clusters Score -264236.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -264253.218750 Penalty: 3883.496582
	Iteration 49Q: 3 clusters Score -264253.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -264264.781250 Penalty: 3883.496582
	Iteration 50Q: 3 clusters Score -264264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -264275.625000 Penalty: 3883.496582
	Iteration 51Q: 3 clusters Score -264275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -264280.875000 Penalty: 3883.496582
	Iteration 52Q: 3 clusters Score -264280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -264285.437500 Penalty: 3883.496582
	Iteration 53Q: 3 clusters Score -264285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -264288.187500 Penalty: 3883.496582
	Iteration 54Q: 3 clusters Score -264288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -264293.281250 Penalty: 3883.496582
	Iteration 55Q: 3 clusters Score -264293.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -264299.562500 Penalty: 3883.496582
	Iteration 56Q: 3 clusters Score -264299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -264301.656250 Penalty: 3883.496582
	Iteration 57Q: 3 clusters Score -264301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264303.031250 Penalty: 3883.496582
	Iteration 58Q: 3 clusters Score -264303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -264303.218750 Penalty: 3883.496582
	Iteration 59Q: 3 clusters Score -264303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -264308.718750 Penalty: 3883.496582
	Iteration 60F: 3 clusters Score -264308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -264326.875000 Penalty: 3883.496582
	Iteration 61Q: 3 clusters Score -264326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -264347.906250 Penalty: 3883.496582
	Iteration 62Q: 3 clusters Score -264347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -264357.843750 Penalty: 3883.496582
	Iteration 63Q: 3 clusters Score -264357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -264362.406250 Penalty: 3883.496582
	Iteration 64Q: 3 clusters Score -264362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -264364.062500 Penalty: 3883.496582
	Iteration 65Q: 3 clusters Score -264364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -264366.093750 Penalty: 3883.496582
	Iteration 66Q: 3 clusters Score -264366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -264368.156250 Penalty: 3883.496582
	Iteration 67Q: 3 clusters Score -264368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -264370.312500 Penalty: 3883.496582
	Iteration 68Q: 3 clusters Score -264370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -264373.062500 Penalty: 3883.496582
	Iteration 69Q: 3 clusters Score -264373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -264379.062500 Penalty: 3883.496582
	Iteration 70Q: 3 clusters Score -264379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -264381.656250 Penalty: 3883.496582
	Iteration 71Q: 3 clusters Score -264381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -264382.281250 Penalty: 3883.496582
	Iteration 72Q: 3 clusters Score -264382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -264383.750000 Penalty: 3883.496582
	Iteration 73Q: 3 clusters Score -264383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -264386.031250 Penalty: 3883.496582
	Iteration 74Q: 3 clusters Score -264386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -264387.000000 Penalty: 3883.496582
	Iteration 75Q: 3 clusters Score -264387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -264387.000000 Penalty: 3883.496582
	Iteration 76F: 3 clusters Score -264387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -68477.343750 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -68477.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66863.718750 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -66863.72 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67135.843750 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -67135.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67278.445312 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -67278.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67345.781250 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -67345.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67391.773438 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -67391.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67432.937500 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -67432.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67488.195312 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -67488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67512.203125 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -67512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67522.398438 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -67522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67536.343750 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -67536.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67546.617188 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -67546.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67558.203125 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -67558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67561.312500 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -67561.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67561.312500 Penalty: 3172.049805
	Iteration 13F: 3 clusters Score -67561.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Entering Unmasked Estep 
Score: -4726850.500000 Penalty: 2617.291992
	Iteration 0F: 2 clusters Score -4726850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4700931.000000 Penalty: 5234.583984
	Iteration 0F: 3 clusters Score -4700931 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4710584.000000 Penalty: 5234.583984
	Iteration 1F: 3 clusters Score -4710584 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4711401.500000 Penalty: 5234.583984
	Iteration 2Q: 3 clusters Score -4711402 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4712321.000000 Penalty: 5234.583984
	Iteration 3Q: 3 clusters Score -4712321 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4713340.500000 Penalty: 5234.583984
	Iteration 4Q: 3 clusters Score -4713340 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4714366.000000 Penalty: 5234.583984
	Iteration 5F: 3 clusters Score -4714366 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4715362.000000 Penalty: 5234.583984
	Iteration 6F: 3 clusters Score -4715362 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4716310.500000 Penalty: 5234.583984
	Iteration 7Q: 3 clusters Score -4716310 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4717097.000000 Penalty: 5234.583984
	Iteration 8Q: 3 clusters Score -4717097 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4717901.000000 Penalty: 5234.583984
	Iteration 9Q: 3 clusters Score -4717901 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4718656.000000 Penalty: 5234.583984
	Iteration 10Q: 3 clusters Score -4718656 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4719344.000000 Penalty: 5234.583984
	Iteration 11Q: 3 clusters Score -4719344 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4719897.000000 Penalty: 5234.583984
	Iteration 12Q: 3 clusters Score -4719897 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4720343.000000 Penalty: 5234.583984
	Iteration 13Q: 3 clusters Score -4720343 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4720688.500000 Penalty: 5234.583984
	Iteration 14Q: 3 clusters Score -4720688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4720971.000000 Penalty: 5234.583984
	Iteration 15Q: 3 clusters Score -4720971 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4721203.000000 Penalty: 5234.583984
	Iteration 16Q: 3 clusters Score -4721203 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4721409.500000 Penalty: 5234.583984
	Iteration 17Q: 3 clusters Score -4721410 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4721623.500000 Penalty: 5234.583984
	Iteration 18Q: 3 clusters Score -4721624 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4721867.500000 Penalty: 5234.583984
	Iteration 19Q: 3 clusters Score -4721868 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4722073.500000 Penalty: 5234.583984
	Iteration 20F: 3 clusters Score -4722074 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -4722313.500000 Penalty: 5234.583984
	Iteration 21Q: 3 clusters Score -4722314 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4722560.000000 Penalty: 5234.583984
	Iteration 22Q: 3 clusters Score -4722560 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -4722793.500000 Penalty: 5234.583984
	Iteration 23Q: 3 clusters Score -4722794 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4722995.500000 Penalty: 5234.583984
	Iteration 24Q: 3 clusters Score -4722996 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4723241.500000 Penalty: 5234.583984
	Iteration 25Q: 3 clusters Score -4723242 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4723493.500000 Penalty: 5234.583984
	Iteration 26Q: 3 clusters Score -4723494 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4723755.500000 Penalty: 5234.583984
	Iteration 27Q: 3 clusters Score -4723756 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4723981.000000 Penalty: 5234.583984
	Iteration 28Q: 3 clusters Score -4723981 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4724169.000000 Penalty: 5234.583984
	Iteration 29Q: 3 clusters Score -4724169 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4724406.000000 Penalty: 5234.583984
	Iteration 30Q: 3 clusters Score -4724406 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4724585.000000 Penalty: 5234.583984
	Iteration 31Q: 3 clusters Score -4724585 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4724803.500000 Penalty: 5234.583984
	Iteration 32Q: 3 clusters Score -4724804 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4724938.000000 Penalty: 5234.583984
	Iteration 33Q: 3 clusters Score -4724938 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4725071.500000 Penalty: 5234.583984
	Iteration 34Q: 3 clusters Score -4725072 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4725181.000000 Penalty: 5234.583984
	Iteration 35Q: 3 clusters Score -4725181 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4725258.000000 Penalty: 5234.583984
	Iteration 36Q: 3 clusters Score -4725258 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4725344.500000 Penalty: 5234.583984
	Iteration 37Q: 3 clusters Score -4725344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4725395.000000 Penalty: 5234.583984
	Iteration 38Q: 3 clusters Score -4725395 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4725461.000000 Penalty: 5234.583984
	Iteration 39Q: 3 clusters Score -4725461 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4725538.000000 Penalty: 5234.583984
	Iteration 40F: 3 clusters Score -4725538 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4725593.000000 Penalty: 5234.583984
	Iteration 41Q: 3 clusters Score -4725593 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4725638.000000 Penalty: 5234.583984
	Iteration 42Q: 3 clusters Score -4725638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4725667.500000 Penalty: 5234.583984
	Iteration 43Q: 3 clusters Score -4725668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4725718.000000 Penalty: 5234.583984
	Iteration 44Q: 3 clusters Score -4725718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4725732.000000 Penalty: 5234.583984
	Iteration 45Q: 3 clusters Score -4725732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4725747.500000 Penalty: 5234.583984
	Iteration 46Q: 3 clusters Score -4725748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4725781.500000 Penalty: 5234.583984
	Iteration 47Q: 3 clusters Score -4725782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4725816.500000 Penalty: 5234.583984
	Iteration 48Q: 3 clusters Score -4725816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4725844.500000 Penalty: 5234.583984
	Iteration 49Q: 3 clusters Score -4725844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4725868.000000 Penalty: 5234.583984
	Iteration 50Q: 3 clusters Score -4725868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4725903.500000 Penalty: 5234.583984
	Iteration 51Q: 3 clusters Score -4725904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4725942.000000 Penalty: 5234.583984
	Iteration 52Q: 3 clusters Score -4725942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4725979.000000 Penalty: 5234.583984
	Iteration 53Q: 3 clusters Score -4725979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4725992.500000 Penalty: 5234.583984
	Iteration 54Q: 3 clusters Score -4725992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4726008.000000 Penalty: 5234.583984
	Iteration 55Q: 3 clusters Score -4726008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4726051.000000 Penalty: 5234.583984
	Iteration 56Q: 3 clusters Score -4726051 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4726058.000000 Penalty: 5234.583984
	Iteration 57Q: 3 clusters Score -4726058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4726077.500000 Penalty: 5234.583984
	Iteration 58Q: 3 clusters Score -4726078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4726089.500000 Penalty: 5234.583984
	Iteration 59Q: 3 clusters Score -4726090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4726097.500000 Penalty: 5234.583984
	Iteration 60F: 3 clusters Score -4726098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4726101.000000 Penalty: 5234.583984
	Iteration 61Q: 3 clusters Score -4726101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4726118.000000 Penalty: 5234.583984
	Iteration 62Q: 3 clusters Score -4726118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4726116.000000 Penalty: 5234.583984
	Iteration 63Q: 3 clusters Score -4726116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4726114.500000 Penalty: 5234.583984
	Iteration 64Q: 3 clusters Score -4726114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4726115.500000 Penalty: 5234.583984
	Iteration 65Q: 3 clusters Score -4726116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4726111.500000 Penalty: 5234.583984
	Iteration 66Q: 3 clusters Score -4726112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4726110.000000 Penalty: 5234.583984
	Iteration 67Q: 3 clusters Score -4726110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4726120.000000 Penalty: 5234.583984
	Iteration 68Q: 3 clusters Score -4726120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4726121.000000 Penalty: 5234.583984
	Iteration 69Q: 3 clusters Score -4726121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4726121.000000 Penalty: 5234.583984
	Iteration 70Q: 3 clusters Score -4726121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4726121.500000 Penalty: 5234.583984
	Iteration 71Q: 3 clusters Score -4726122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4726121.000000 Penalty: 5234.583984
	Iteration 72Q: 3 clusters Score -4726121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4726120.000000 Penalty: 5234.583984
	Iteration 73Q: 3 clusters Score -4726120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4726120.000000 Penalty: 5234.583984
	Iteration 74F: 3 clusters Score -4726120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1253772.750000 Penalty: 2289.342773
	Iteration 0F: 2 clusters Score -1253773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1245969.500000 Penalty: 4578.685547
	Iteration 0F: 3 clusters Score -1245970 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1248316.375000 Penalty: 4578.685547
	Iteration 1F: 3 clusters Score -1248316 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1248777.250000 Penalty: 4578.685547
	Iteration 2F: 3 clusters Score -1248777 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1249370.875000 Penalty: 4578.685547
	Iteration 3F: 3 clusters Score -1249371 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1250058.875000 Penalty: 4578.685547
	Iteration 4F: 3 clusters Score -1250059 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1250668.875000 Penalty: 4578.685547
	Iteration 5F: 3 clusters Score -1250669 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1251214.750000 Penalty: 4578.685547
	Iteration 6F: 3 clusters Score -1251215 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1251610.000000 Penalty: 4578.685547
	Iteration 7F: 3 clusters Score -1251610 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1251874.500000 Penalty: 4578.685547
	Iteration 8Q: 3 clusters Score -1251874 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1252088.250000 Penalty: 4578.685547
	Iteration 9Q: 3 clusters Score -1252088 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1252250.000000 Penalty: 4578.685547
	Iteration 10Q: 3 clusters Score -1252250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1252376.875000 Penalty: 4578.685547
	Iteration 11Q: 3 clusters Score -1252377 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1252495.125000 Penalty: 4578.685547
	Iteration 12Q: 3 clusters Score -1252495 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1252624.000000 Penalty: 4578.685547
	Iteration 13Q: 3 clusters Score -1252624 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1252722.125000 Penalty: 4578.685547
	Iteration 14Q: 3 clusters Score -1252722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1252789.500000 Penalty: 4578.685547
	Iteration 15Q: 3 clusters Score -1252790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1252840.750000 Penalty: 4578.685547
	Iteration 16Q: 3 clusters Score -1252841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1252873.750000 Penalty: 4578.685547
	Iteration 17Q: 3 clusters Score -1252874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1252901.000000 Penalty: 4578.685547
	Iteration 18Q: 3 clusters Score -1252901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1252926.250000 Penalty: 4578.685547
	Iteration 19Q: 3 clusters Score -1252926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1252942.750000 Penalty: 4578.685547
	Iteration 20F: 3 clusters Score -1252943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1252953.125000 Penalty: 4578.685547
	Iteration 21Q: 3 clusters Score -1252953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1252973.000000 Penalty: 4578.685547
	Iteration 22Q: 3 clusters Score -1252973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1252987.375000 Penalty: 4578.685547
	Iteration 23Q: 3 clusters Score -1252987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1252998.375000 Penalty: 4578.685547
	Iteration 24Q: 3 clusters Score -1252998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1253009.250000 Penalty: 4578.685547
	Iteration 25Q: 3 clusters Score -1253009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1253013.625000 Penalty: 4578.685547
	Iteration 26Q: 3 clusters Score -1253014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1253017.250000 Penalty: 4578.685547
	Iteration 27Q: 3 clusters Score -1253017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1253016.625000 Penalty: 4578.685547
	Iteration 28Q: 3 clusters Score -1253017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1253019.375000 Penalty: 4578.685547
	Iteration 29Q: 3 clusters Score -1253019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1253032.500000 Penalty: 4578.685547
	Iteration 30Q: 3 clusters Score -1253032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1253042.500000 Penalty: 4578.685547
	Iteration 31Q: 3 clusters Score -1253042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1253054.500000 Penalty: 4578.685547
	Iteration 32Q: 3 clusters Score -1253054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1253063.500000 Penalty: 4578.685547
	Iteration 33Q: 3 clusters Score -1253064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1253076.875000 Penalty: 4578.685547
	Iteration 34Q: 3 clusters Score -1253077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1253083.750000 Penalty: 4578.685547
	Iteration 35Q: 3 clusters Score -1253084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1253084.750000 Penalty: 4578.685547
	Iteration 36Q: 3 clusters Score -1253085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1253087.625000 Penalty: 4578.685547
	Iteration 37Q: 3 clusters Score -1253088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1253088.875000 Penalty: 4578.685547
	Iteration 38Q: 3 clusters Score -1253089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1253089.750000 Penalty: 4578.685547
	Iteration 39Q: 3 clusters Score -1253090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1253090.375000 Penalty: 4578.685547
	Iteration 40F: 3 clusters Score -1253090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1253091.500000 Penalty: 4578.685547
	Iteration 41Q: 3 clusters Score -1253092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1253092.750000 Penalty: 4578.685547
	Iteration 42Q: 3 clusters Score -1253093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1253093.625000 Penalty: 4578.685547
	Iteration 43Q: 3 clusters Score -1253094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1253098.000000 Penalty: 4578.685547
	Iteration 44Q: 3 clusters Score -1253098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1253099.625000 Penalty: 4578.685547
	Iteration 45Q: 3 clusters Score -1253100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1253099.250000 Penalty: 4578.685547
	Iteration 46Q: 3 clusters Score -1253099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1253102.750000 Penalty: 4578.685547
	Iteration 47Q: 3 clusters Score -1253103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1253107.500000 Penalty: 4578.685547
	Iteration 48Q: 3 clusters Score -1253108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1253106.750000 Penalty: 4578.685547
	Iteration 49Q: 3 clusters Score -1253107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1253109.000000 Penalty: 4578.685547
	Iteration 50Q: 3 clusters Score -1253109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1253109.000000 Penalty: 4578.685547
	Iteration 51F: 3 clusters Score -1253109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -685157.250000 Penalty: 2145.237061
	Iteration 0F: 2 clusters Score -685157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -680133.375000 Penalty: 4290.474121
	Iteration 0F: 3 clusters Score -680133.4 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -681355.250000 Penalty: 4290.474121
	Iteration 1F: 3 clusters Score -681355.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -681607.250000 Penalty: 4290.474121
	Iteration 2F: 3 clusters Score -681607.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -681764.000000 Penalty: 4290.474121
	Iteration 3F: 3 clusters Score -681764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -681872.875000 Penalty: 4290.474121
	Iteration 4Q: 3 clusters Score -681872.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -681969.687500 Penalty: 4290.474121
	Iteration 5Q: 3 clusters Score -681969.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -682052.812500 Penalty: 4290.474121
	Iteration 6Q: 3 clusters Score -682052.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -682124.937500 Penalty: 4290.474121
	Iteration 7Q: 3 clusters Score -682124.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -682200.375000 Penalty: 4290.474121
	Iteration 8Q: 3 clusters Score -682200.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -682278.812500 Penalty: 4290.474121
	Iteration 9Q: 3 clusters Score -682278.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -682357.937500 Penalty: 4290.474121
	Iteration 10Q: 3 clusters Score -682357.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -682425.750000 Penalty: 4290.474121
	Iteration 11Q: 3 clusters Score -682425.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -682494.125000 Penalty: 4290.474121
	Iteration 12Q: 3 clusters Score -682494.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -682572.625000 Penalty: 4290.474121
	Iteration 13Q: 3 clusters Score -682572.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -682655.375000 Penalty: 4290.474121
	Iteration 14Q: 3 clusters Score -682655.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -682734.500000 Penalty: 4290.474121
	Iteration 15Q: 3 clusters Score -682734.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -682810.562500 Penalty: 4290.474121
	Iteration 16Q: 3 clusters Score -682810.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -682887.000000 Penalty: 4290.474121
	Iteration 17Q: 3 clusters Score -682887 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -682964.250000 Penalty: 4290.474121
	Iteration 18Q: 3 clusters Score -682964.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -683038.187500 Penalty: 4290.474121
	Iteration 19Q: 3 clusters Score -683038.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -683105.187500 Penalty: 4290.474121
	Iteration 20F: 3 clusters Score -683105.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -683160.437500 Penalty: 4290.474121
	Iteration 21Q: 3 clusters Score -683160.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -683206.125000 Penalty: 4290.474121
	Iteration 22Q: 3 clusters Score -683206.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -683241.750000 Penalty: 4290.474121
	Iteration 23Q: 3 clusters Score -683241.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -683268.625000 Penalty: 4290.474121
	Iteration 24Q: 3 clusters Score -683268.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -683291.437500 Penalty: 4290.474121
	Iteration 25Q: 3 clusters Score -683291.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -683310.937500 Penalty: 4290.474121
	Iteration 26Q: 3 clusters Score -683310.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -683330.875000 Penalty: 4290.474121
	Iteration 27Q: 3 clusters Score -683330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -683339.312500 Penalty: 4290.474121
	Iteration 28Q: 3 clusters Score -683339.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -683347.750000 Penalty: 4290.474121
	Iteration 29Q: 3 clusters Score -683347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -683356.250000 Penalty: 4290.474121
	Iteration 30Q: 3 clusters Score -683356.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -683364.937500 Penalty: 4290.474121
	Iteration 31Q: 3 clusters Score -683364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -683369.437500 Penalty: 4290.474121
	Iteration 32Q: 3 clusters Score -683369.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -683373.312500 Penalty: 4290.474121
	Iteration 33Q: 3 clusters Score -683373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -683377.500000 Penalty: 4290.474121
	Iteration 34Q: 3 clusters Score -683377.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -683382.187500 Penalty: 4290.474121
	Iteration 35Q: 3 clusters Score -683382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -683386.125000 Penalty: 4290.474121
	Iteration 36Q: 3 clusters Score -683386.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -683392.750000 Penalty: 4290.474121
	Iteration 37Q: 3 clusters Score -683392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -683397.562500 Penalty: 4290.474121
	Iteration 38Q: 3 clusters Score -683397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -683402.687500 Penalty: 4290.474121
	Iteration 39Q: 3 clusters Score -683402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -683406.375000 Penalty: 4290.474121
	Iteration 40F: 3 clusters Score -683406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -683408.437500 Penalty: 4290.474121
	Iteration 41Q: 3 clusters Score -683408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -683412.750000 Penalty: 4290.474121
	Iteration 42Q: 3 clusters Score -683412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -683418.562500 Penalty: 4290.474121
	Iteration 43Q: 3 clusters Score -683418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -683424.250000 Penalty: 4290.474121
	Iteration 44Q: 3 clusters Score -683424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -683426.500000 Penalty: 4290.474121
	Iteration 45Q: 3 clusters Score -683426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -683431.562500 Penalty: 4290.474121
	Iteration 46Q: 3 clusters Score -683431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -683433.937500 Penalty: 4290.474121
	Iteration 47Q: 3 clusters Score -683433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -683436.500000 Penalty: 4290.474121
	Iteration 48Q: 3 clusters Score -683436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -683441.625000 Penalty: 4290.474121
	Iteration 49Q: 3 clusters Score -683441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -683444.437500 Penalty: 4290.474121
	Iteration 50Q: 3 clusters Score -683444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -683446.500000 Penalty: 4290.474121
	Iteration 51Q: 3 clusters Score -683446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -683447.062500 Penalty: 4290.474121
	Iteration 52Q: 3 clusters Score -683447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -683448.812500 Penalty: 4290.474121
	Iteration 53Q: 3 clusters Score -683448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -683450.625000 Penalty: 4290.474121
	Iteration 54Q: 3 clusters Score -683450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -683453.250000 Penalty: 4290.474121
	Iteration 55Q: 3 clusters Score -683453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -683458.062500 Penalty: 4290.474121
	Iteration 56Q: 3 clusters Score -683458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -683460.187500 Penalty: 4290.474121
	Iteration 57Q: 3 clusters Score -683460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -683462.562500 Penalty: 4290.474121
	Iteration 58Q: 3 clusters Score -683462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -683463.250000 Penalty: 4290.474121
	Iteration 59Q: 3 clusters Score -683463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -683464.625000 Penalty: 4290.474121
	Iteration 60F: 3 clusters Score -683464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -683466.000000 Penalty: 4290.474121
	Iteration 61Q: 3 clusters Score -683466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -683465.687500 Penalty: 4290.474121
	Iteration 62Q: 3 clusters Score -683465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -683465.687500 Penalty: 4290.474121
	Iteration 63F: 3 clusters Score -683465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -611764.500000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -611764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -607143.875000 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -607143.9 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -608254.562500 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -608254.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608443.750000 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -608443.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -608533.812500 Penalty: 4232.986816
	Iteration 3Q: 3 clusters Score -608533.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -608586.125000 Penalty: 4232.986816
	Iteration 4Q: 3 clusters Score -608586.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608631.312500 Penalty: 4232.986816
	Iteration 5Q: 3 clusters Score -608631.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -608681.125000 Penalty: 4232.986816
	Iteration 6Q: 3 clusters Score -608681.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608734.000000 Penalty: 4232.986816
	Iteration 7Q: 3 clusters Score -608734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -608769.812500 Penalty: 4232.986816
	Iteration 8Q: 3 clusters Score -608769.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -608803.562500 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -608803.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -608852.437500 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -608852.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -608900.750000 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -608900.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -608946.125000 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -608946.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -608996.937500 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -608996.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -609062.000000 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -609062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -609131.500000 Penalty: 4232.986816
	Iteration 15Q: 3 clusters Score -609131.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -609188.375000 Penalty: 4232.986816
	Iteration 16Q: 3 clusters Score -609188.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -609258.312500 Penalty: 4232.986816
	Iteration 17Q: 3 clusters Score -609258.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -609347.312500 Penalty: 4232.986816
	Iteration 18Q: 3 clusters Score -609347.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -609448.437500 Penalty: 4232.986816
	Iteration 19Q: 3 clusters Score -609448.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -609575.687500 Penalty: 4232.986816
	Iteration 20F: 3 clusters Score -609575.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -609733.062500 Penalty: 4232.986816
	Iteration 21Q: 3 clusters Score -609733.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -609854.687500 Penalty: 4232.986816
	Iteration 22Q: 3 clusters Score -609854.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -609978.875000 Penalty: 4232.986816
	Iteration 23Q: 3 clusters Score -609978.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -610074.750000 Penalty: 4232.986816
	Iteration 24Q: 3 clusters Score -610074.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -610160.312500 Penalty: 4232.986816
	Iteration 25Q: 3 clusters Score -610160.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -610247.750000 Penalty: 4232.986816
	Iteration 26Q: 3 clusters Score -610247.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -610324.250000 Penalty: 4232.986816
	Iteration 27Q: 3 clusters Score -610324.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -610378.312500 Penalty: 4232.986816
	Iteration 28Q: 3 clusters Score -610378.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -610420.625000 Penalty: 4232.986816
	Iteration 29Q: 3 clusters Score -610420.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -610448.125000 Penalty: 4232.986816
	Iteration 30Q: 3 clusters Score -610448.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -610469.750000 Penalty: 4232.986816
	Iteration 31Q: 3 clusters Score -610469.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -610488.000000 Penalty: 4232.986816
	Iteration 32Q: 3 clusters Score -610488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -610499.062500 Penalty: 4232.986816
	Iteration 33Q: 3 clusters Score -610499.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -610507.000000 Penalty: 4232.986816
	Iteration 34Q: 3 clusters Score -610507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -610514.750000 Penalty: 4232.986816
	Iteration 35Q: 3 clusters Score -610514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -610520.937500 Penalty: 4232.986816
	Iteration 36Q: 3 clusters Score -610520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -610529.812500 Penalty: 4232.986816
	Iteration 37Q: 3 clusters Score -610529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -610531.125000 Penalty: 4232.986816
	Iteration 38Q: 3 clusters Score -610531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -610533.125000 Penalty: 4232.986816
	Iteration 39Q: 3 clusters Score -610533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -610534.000000 Penalty: 4232.986816
	Iteration 40F: 3 clusters Score -610534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -610534.250000 Penalty: 4232.986816
	Iteration 41Q: 3 clusters Score -610534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -610535.250000 Penalty: 4232.986816
	Iteration 42Q: 3 clusters Score -610535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -610536.312500 Penalty: 4232.986816
	Iteration 43Q: 3 clusters Score -610536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -610536.312500 Penalty: 4232.986816
	Iteration 44F: 3 clusters Score -610536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -298742.250000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -298742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -295775.437500 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -295775.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296374.750000 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -296374.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -296522.218750 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -296522.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -296620.718750 Penalty: 3904.170410
	Iteration 3Q: 3 clusters Score -296620.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -296693.687500 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -296693.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -296752.125000 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -296752.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -296810.343750 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -296810.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -296864.968750 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -296865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -296920.625000 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -296920.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296988.187500 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -296988.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297056.093750 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -297056.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297107.218750 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -297107.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297154.312500 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -297154.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297193.718750 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -297193.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297242.906250 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -297242.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297294.843750 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -297294.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297360.062500 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -297360.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297419.875000 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -297419.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297480.750000 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -297480.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297555.562500 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -297555.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -297615.500000 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -297615.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297656.375000 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -297656.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297693.781250 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -297693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297720.406250 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -297720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297734.031250 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -297734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297745.968750 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -297746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297762.218750 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -297762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297771.218750 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -297771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297776.687500 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -297776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297779.750000 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -297779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297780.062500 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -297780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297781.000000 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -297781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297781.406250 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -297781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -297782.062500 Penalty: 3904.170410
	Iteration 33Q: 3 clusters Score -297782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -297782.062500 Penalty: 3904.170410
	Iteration 34F: 3 clusters Score -297782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -2048176.625000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -2048177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2036401.000000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -2036401 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2040167.625000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -2040168 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2040585.875000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -2040586 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2040975.500000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -2040976 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2041395.875000 Penalty: 4814.966797
	Iteration 4F: 3 clusters Score -2041396 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2041932.000000 Penalty: 4814.966797
	Iteration 5F: 3 clusters Score -2041932 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2042630.375000 Penalty: 4814.966797
	Iteration 6F: 3 clusters Score -2042630 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2043554.375000 Penalty: 4814.966797
	Iteration 7F: 3 clusters Score -2043554 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2044530.625000 Penalty: 4814.966797
	Iteration 8F: 3 clusters Score -2044531 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2045319.125000 Penalty: 4814.966797
	Iteration 9F: 3 clusters Score -2045319 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2045874.500000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -2045874 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2046193.375000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -2046193 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2046396.250000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -2046396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2046527.875000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -2046528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2046610.875000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -2046611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2046690.250000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -2046690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2046737.875000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -2046738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2046768.000000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -2046768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2046798.125000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -2046798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2046822.375000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -2046822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2046841.000000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -2046841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2046862.125000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -2046862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2046876.375000 Penalty: 4814.966797
	Iteration 22Q: 3 clusters Score -2046876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2046892.125000 Penalty: 4814.966797
	Iteration 23Q: 3 clusters Score -2046892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2046904.750000 Penalty: 4814.966797
	Iteration 24Q: 3 clusters Score -2046905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2046912.125000 Penalty: 4814.966797
	Iteration 25Q: 3 clusters Score -2046912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2046914.375000 Penalty: 4814.966797
	Iteration 26Q: 3 clusters Score -2046914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2046920.250000 Penalty: 4814.966797
	Iteration 27Q: 3 clusters Score -2046920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2046920.875000 Penalty: 4814.966797
	Iteration 28Q: 3 clusters Score -2046921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2046921.875000 Penalty: 4814.966797
	Iteration 29Q: 3 clusters Score -2046922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2046921.500000 Penalty: 4814.966797
	Iteration 30Q: 3 clusters Score -2046922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2046925.375000 Penalty: 4814.966797
	Iteration 31Q: 3 clusters Score -2046925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2046926.500000 Penalty: 4814.966797
	Iteration 32Q: 3 clusters Score -2046926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2046927.625000 Penalty: 4814.966797
	Iteration 33Q: 3 clusters Score -2046928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2046931.375000 Penalty: 4814.966797
	Iteration 34Q: 3 clusters Score -2046931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2046931.750000 Penalty: 4814.966797
	Iteration 35Q: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2046931.750000 Penalty: 4814.966797
	Iteration 36Q: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2046930.125000 Penalty: 4814.966797
	Iteration 37Q: 3 clusters Score -2046930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2046932.250000 Penalty: 4814.966797
	Iteration 38Q: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2046932.375000 Penalty: 4814.966797
	Iteration 39Q: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2046932.250000 Penalty: 4814.966797
	Iteration 40F: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2046932.375000 Penalty: 4814.966797
	Iteration 41Q: 3 clusters Score -2046932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2046933.375000 Penalty: 4814.966797
	Iteration 42Q: 3 clusters Score -2046933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2046933.500000 Penalty: 4814.966797
	Iteration 43Q: 3 clusters Score -2046934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2046930.750000 Penalty: 4814.966797
	Iteration 44Q: 3 clusters Score -2046931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2046930.750000 Penalty: 4814.966797
	Iteration 45F: 3 clusters Score -2046931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15404.554688 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15404.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15528.340820 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15528.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15554.534180 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -15554.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15569.282227 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15569.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15573.970703 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -15573.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15578.726562 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -15578.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15585.223633 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -15585.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15596.594727 Penalty: 2642.626465
	Iteration 7Q: 3 clusters Score -15596.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15598.494141 Penalty: 2642.626465
	Iteration 8Q: 3 clusters Score -15598.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15599.988281 Penalty: 2642.626465
	Iteration 9Q: 3 clusters Score -15599.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15602.642578 Penalty: 2642.626465
	Iteration 10Q: 3 clusters Score -15602.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15609.841797 Penalty: 2642.626465
	Iteration 11Q: 3 clusters Score -15609.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15612.778320 Penalty: 2642.626465
	Iteration 12Q: 3 clusters Score -15612.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15612.778320 Penalty: 2642.626465
	Iteration 13F: 3 clusters Score -15612.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -766906.937500 Penalty: 2167.484375
	Iteration 0F: 2 clusters Score -766906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -761660.312500 Penalty: 4334.968750
	Iteration 0F: 3 clusters Score -761660.3 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -762968.000000 Penalty: 4334.968750
	Iteration 1F: 3 clusters Score -762968 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -763173.000000 Penalty: 4334.968750
	Iteration 2F: 3 clusters Score -763173 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -763310.562500 Penalty: 4334.968750
	Iteration 3Q: 3 clusters Score -763310.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -763422.812500 Penalty: 4334.968750
	Iteration 4Q: 3 clusters Score -763422.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -763537.937500 Penalty: 4334.968750
	Iteration 5Q: 3 clusters Score -763537.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -763636.500000 Penalty: 4334.968750
	Iteration 6Q: 3 clusters Score -763636.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -763745.375000 Penalty: 4334.968750
	Iteration 7Q: 3 clusters Score -763745.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -763852.000000 Penalty: 4334.968750
	Iteration 8Q: 3 clusters Score -763852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -763972.000000 Penalty: 4334.968750
	Iteration 9Q: 3 clusters Score -763972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -764103.187500 Penalty: 4334.968750
	Iteration 10Q: 3 clusters Score -764103.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -764253.875000 Penalty: 4334.968750
	Iteration 11Q: 3 clusters Score -764253.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -764420.937500 Penalty: 4334.968750
	Iteration 12Q: 3 clusters Score -764420.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -764568.562500 Penalty: 4334.968750
	Iteration 13Q: 3 clusters Score -764568.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -764679.625000 Penalty: 4334.968750
	Iteration 14Q: 3 clusters Score -764679.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -764784.375000 Penalty: 4334.968750
	Iteration 15Q: 3 clusters Score -764784.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -764854.437500 Penalty: 4334.968750
	Iteration 16Q: 3 clusters Score -764854.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -764906.625000 Penalty: 4334.968750
	Iteration 17Q: 3 clusters Score -764906.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -764949.062500 Penalty: 4334.968750
	Iteration 18Q: 3 clusters Score -764949.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -764972.687500 Penalty: 4334.968750
	Iteration 19Q: 3 clusters Score -764972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -764981.312500 Penalty: 4334.968750
	Iteration 20F: 3 clusters Score -764981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -764986.312500 Penalty: 4334.968750
	Iteration 21Q: 3 clusters Score -764986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -764989.562500 Penalty: 4334.968750
	Iteration 22Q: 3 clusters Score -764989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -764991.687500 Penalty: 4334.968750
	Iteration 23Q: 3 clusters Score -764991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -764992.125000 Penalty: 4334.968750
	Iteration 24Q: 3 clusters Score -764992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -764992.125000 Penalty: 4334.968750
	Iteration 25F: 3 clusters Score -764992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -187591.406250 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -187591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185175.500000 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -185175.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185608.203125 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -185608.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185783.609375 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -185783.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185918.718750 Penalty: 3681.497314
	Iteration 3F: 3 clusters Score -185918.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -185984.500000 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -185984.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -186022.765625 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -186022.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -186059.203125 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -186059.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186086.375000 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -186086.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186097.796875 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -186097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186112.468750 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -186112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186126.140625 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -186126.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186139.281250 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -186139.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186147.078125 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -186147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -186150.953125 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -186151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186151.703125 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -186151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186151.703125 Penalty: 3681.497314
	Iteration 15F: 3 clusters Score -186151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Entering Unmasked Estep 
Score: -6563100.000000 Penalty: 2691.937256
	Iteration 0F: 2 clusters Score -6563100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6528204.000000 Penalty: 5383.874512
	Iteration 0F: 3 clusters Score -6528204 nChanged 23878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -6541559.500000 Penalty: 5383.874512
	Iteration 1F: 3 clusters Score -6541560 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6542206.000000 Penalty: 5383.874512
	Iteration 2Q: 3 clusters Score -6542206 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -6543013.000000 Penalty: 5383.874512
	Iteration 3Q: 3 clusters Score -6543013 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -6544178.500000 Penalty: 5383.874512
	Iteration 4Q: 3 clusters Score -6544178 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -6545876.000000 Penalty: 5383.874512
	Iteration 5F: 3 clusters Score -6545876 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6548234.000000 Penalty: 5383.874512
	Iteration 6F: 3 clusters Score -6548234 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -6550932.000000 Penalty: 5383.874512
	Iteration 7F: 3 clusters Score -6550932 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -6553550.500000 Penalty: 5383.874512
	Iteration 8F: 3 clusters Score -6553550 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -6555806.000000 Penalty: 5383.874512
	Iteration 9F: 3 clusters Score -6555806 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -6557460.000000 Penalty: 5383.874512
	Iteration 10Q: 3 clusters Score -6557460 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6558540.500000 Penalty: 5383.874512
	Iteration 11Q: 3 clusters Score -6558540 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6559221.500000 Penalty: 5383.874512
	Iteration 12Q: 3 clusters Score -6559222 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -6559667.500000 Penalty: 5383.874512
	Iteration 13Q: 3 clusters Score -6559668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6559981.000000 Penalty: 5383.874512
	Iteration 14Q: 3 clusters Score -6559981 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6560226.000000 Penalty: 5383.874512
	Iteration 15Q: 3 clusters Score -6560226 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6560420.000000 Penalty: 5383.874512
	Iteration 16Q: 3 clusters Score -6560420 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6560572.500000 Penalty: 5383.874512
	Iteration 17Q: 3 clusters Score -6560572 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6560733.500000 Penalty: 5383.874512
	Iteration 18Q: 3 clusters Score -6560734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6560819.000000 Penalty: 5383.874512
	Iteration 19Q: 3 clusters Score -6560819 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6560892.500000 Penalty: 5383.874512
	Iteration 20F: 3 clusters Score -6560892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6560934.000000 Penalty: 5383.874512
	Iteration 21Q: 3 clusters Score -6560934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6560964.500000 Penalty: 5383.874512
	Iteration 22Q: 3 clusters Score -6560964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6560984.500000 Penalty: 5383.874512
	Iteration 23Q: 3 clusters Score -6560984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -6561006.000000 Penalty: 5383.874512
	Iteration 24Q: 3 clusters Score -6561006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -6561015.000000 Penalty: 5383.874512
	Iteration 25Q: 3 clusters Score -6561015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -6561031.000000 Penalty: 5383.874512
	Iteration 26Q: 3 clusters Score -6561031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6561041.000000 Penalty: 5383.874512
	Iteration 27Q: 3 clusters Score -6561041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6561059.500000 Penalty: 5383.874512
	Iteration 28Q: 3 clusters Score -6561060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -6561058.000000 Penalty: 5383.874512
	Iteration 29Q: 3 clusters Score -6561058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -6561062.500000 Penalty: 5383.874512
	Iteration 30Q: 3 clusters Score -6561062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6561063.500000 Penalty: 5383.874512
	Iteration 31Q: 3 clusters Score -6561064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -6561060.000000 Penalty: 5383.874512
	Iteration 32Q: 3 clusters Score -6561060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6561061.000000 Penalty: 5383.874512
	Iteration 33Q: 3 clusters Score -6561061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6561061.000000 Penalty: 5383.874512
	Iteration 34F: 3 clusters Score -6561061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1602301.000000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1602301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1592909.250000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1592909 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1596037.750000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1596038 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1596646.375000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1596646 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1597226.000000 Penalty: 4687.154297
	Iteration 3F: 3 clusters Score -1597226 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1597837.250000 Penalty: 4687.154297
	Iteration 4F: 3 clusters Score -1597837 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1598423.500000 Penalty: 4687.154297
	Iteration 5F: 3 clusters Score -1598424 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1599015.000000 Penalty: 4687.154297
	Iteration 6F: 3 clusters Score -1599015 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1599586.500000 Penalty: 4687.154297
	Iteration 7F: 3 clusters Score -1599586 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1600069.625000 Penalty: 4687.154297
	Iteration 8Q: 3 clusters Score -1600070 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1600434.750000 Penalty: 4687.154297
	Iteration 9Q: 3 clusters Score -1600435 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1600730.125000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1600730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1600967.250000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1600967 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1601136.375000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1601136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1601268.000000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1601268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1601363.000000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1601363 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1601437.875000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1601438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1601486.750000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1601487 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1601519.000000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1601519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1601532.375000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1601532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1601545.500000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1601546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1601552.875000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1601553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1601558.375000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1601558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1601560.750000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1601561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1601564.375000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1601564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1601566.750000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1601567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1601570.875000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1601571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1601573.500000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1601574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1601576.375000 Penalty: 4687.154297
	Iteration 27Q: 3 clusters Score -1601576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1601580.375000 Penalty: 4687.154297
	Iteration 28Q: 3 clusters Score -1601580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1601583.250000 Penalty: 4687.154297
	Iteration 29Q: 3 clusters Score -1601583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1601581.750000 Penalty: 4687.154297
	Iteration 30Q: 3 clusters Score -1601582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1601580.750000 Penalty: 4687.154297
	Iteration 31Q: 3 clusters Score -1601581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1601584.125000 Penalty: 4687.154297
	Iteration 32Q: 3 clusters Score -1601584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1601584.750000 Penalty: 4687.154297
	Iteration 33Q: 3 clusters Score -1601585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1601583.875000 Penalty: 4687.154297
	Iteration 34Q: 3 clusters Score -1601584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1601583.875000 Penalty: 4687.154297
	Iteration 35F: 3 clusters Score -1601584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135888.578125 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135888.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136251.562500 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136251.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136531.515625 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136531.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136755.640625 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -136755.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136937.171875 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -136937.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137074.156250 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -137074.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137178.343750 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -137178.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137291.593750 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -137291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137380.203125 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -137380.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137438.343750 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137438.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137487.875000 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137487.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137518.625000 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137546.703125 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137564.593750 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137571.078125 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137578.234375 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137589.500000 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -137589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137595.484375 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -137595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137597.390625 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -137597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137598.328125 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -137598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137598.328125 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -137598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10978.080078 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10978.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11134.526367 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11134.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11144.321289 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11144.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11144.321289 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -11144.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -413888.218750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -413888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410358.906250 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -410358.9 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -411211.593750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -411211.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -411475.531250 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -411475.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -411637.312500 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -411637.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -411744.593750 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -411744.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -411820.906250 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -411820.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411882.531250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -411882.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411934.281250 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -411934.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -411970.187500 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -411970.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -412003.312500 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -412003.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -412034.031250 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -412034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -412068.093750 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -412068.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -412098.375000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -412098.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -412130.968750 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -412131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -412160.500000 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -412160.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -412190.156250 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -412190.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -412218.062500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -412218.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -412245.593750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -412245.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -412278.937500 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -412278.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -412304.218750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -412304.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -412329.843750 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -412329.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -412360.437500 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -412360.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -412391.062500 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -412391.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -412412.437500 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -412412.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -412425.343750 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -412425.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -412434.968750 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -412435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412441.156250 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -412441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412449.937500 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -412449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -412456.625000 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -412456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -412464.187500 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -412464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -412469.937500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -412469.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -412472.781250 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -412472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -412473.625000 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -412473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -412473.625000 Penalty: 4042.202637
	Iteration 33F: 3 clusters Score -412473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -267065.750000 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -267065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -264385.593750 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -264385.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264893.468750 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -264893.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -265009.000000 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -265009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -265072.875000 Penalty: 3800.117432
	Iteration 3Q: 3 clusters Score -265072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -265098.812500 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -265098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265115.750000 Penalty: 3800.117432
	Iteration 5Q: 3 clusters Score -265115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265128.906250 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -265128.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265137.750000 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -265137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -265140.875000 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -265140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265145.937500 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -265145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265148.468750 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -265148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -265151.468750 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -265151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265153.937500 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -265153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -265156.343750 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -265156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -265158.500000 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -265158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265160.812500 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -265160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -265163.968750 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -265164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -265165.156250 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -265165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265167.781250 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -265167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265167.781250 Penalty: 3800.117432
	Iteration 19F: 3 clusters Score -265167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Entering Unmasked Estep 
Score: -3476095.500000 Penalty: 2539.545410
	Iteration 0F: 2 clusters Score -3476096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3456743.250000 Penalty: 5079.090820
	Iteration 0F: 3 clusters Score -3456743 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3463509.500000 Penalty: 5079.090820
	Iteration 1F: 3 clusters Score -3463510 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3463954.250000 Penalty: 5079.090820
	Iteration 2Q: 3 clusters Score -3463954 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3464446.500000 Penalty: 5079.090820
	Iteration 3Q: 3 clusters Score -3464446 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3465032.000000 Penalty: 5079.090820
	Iteration 4Q: 3 clusters Score -3465032 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3465792.750000 Penalty: 5079.090820
	Iteration 5F: 3 clusters Score -3465793 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3466848.250000 Penalty: 5079.090820
	Iteration 6F: 3 clusters Score -3466848 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3468145.750000 Penalty: 5079.090820
	Iteration 7F: 3 clusters Score -3468146 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3469701.750000 Penalty: 5079.090820
	Iteration 8F: 3 clusters Score -3469702 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3471007.750000 Penalty: 5079.090820
	Iteration 9F: 3 clusters Score -3471008 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3471786.500000 Penalty: 5079.090820
	Iteration 10Q: 3 clusters Score -3471786 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3472171.000000 Penalty: 5079.090820
	Iteration 11Q: 3 clusters Score -3472171 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3472371.750000 Penalty: 5079.090820
	Iteration 12Q: 3 clusters Score -3472372 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3472472.250000 Penalty: 5079.090820
	Iteration 13Q: 3 clusters Score -3472472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3472531.000000 Penalty: 5079.090820
	Iteration 14Q: 3 clusters Score -3472531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3472587.250000 Penalty: 5079.090820
	Iteration 15Q: 3 clusters Score -3472587 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3472626.750000 Penalty: 5079.090820
	Iteration 16Q: 3 clusters Score -3472627 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3472643.500000 Penalty: 5079.090820
	Iteration 17Q: 3 clusters Score -3472644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3472662.750000 Penalty: 5079.090820
	Iteration 18Q: 3 clusters Score -3472663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3472678.500000 Penalty: 5079.090820
	Iteration 19Q: 3 clusters Score -3472678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3472696.500000 Penalty: 5079.090820
	Iteration 20F: 3 clusters Score -3472696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3472697.250000 Penalty: 5079.090820
	Iteration 21Q: 3 clusters Score -3472697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3472712.500000 Penalty: 5079.090820
	Iteration 22Q: 3 clusters Score -3472712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3472714.500000 Penalty: 5079.090820
	Iteration 23Q: 3 clusters Score -3472714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3472724.750000 Penalty: 5079.090820
	Iteration 24Q: 3 clusters Score -3472725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3472732.250000 Penalty: 5079.090820
	Iteration 25Q: 3 clusters Score -3472732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3472739.750000 Penalty: 5079.090820
	Iteration 26Q: 3 clusters Score -3472740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3472742.250000 Penalty: 5079.090820
	Iteration 27Q: 3 clusters Score -3472742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3472761.000000 Penalty: 5079.090820
	Iteration 28Q: 3 clusters Score -3472761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3472771.750000 Penalty: 5079.090820
	Iteration 29Q: 3 clusters Score -3472772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3472779.250000 Penalty: 5079.090820
	Iteration 30Q: 3 clusters Score -3472779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3472774.750000 Penalty: 5079.090820
	Iteration 31Q: 3 clusters Score -3472775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3472774.250000 Penalty: 5079.090820
	Iteration 32Q: 3 clusters Score -3472774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3472775.750000 Penalty: 5079.090820
	Iteration 33Q: 3 clusters Score -3472776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3472777.500000 Penalty: 5079.090820
	Iteration 34Q: 3 clusters Score -3472778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3472779.250000 Penalty: 5079.090820
	Iteration 35Q: 3 clusters Score -3472779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3472778.500000 Penalty: 5079.090820
	Iteration 36Q: 3 clusters Score -3472778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3472781.750000 Penalty: 5079.090820
	Iteration 37Q: 3 clusters Score -3472782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3472792.250000 Penalty: 5079.090820
	Iteration 38Q: 3 clusters Score -3472792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3472795.000000 Penalty: 5079.090820
	Iteration 39Q: 3 clusters Score -3472795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3472806.500000 Penalty: 5079.090820
	Iteration 40F: 3 clusters Score -3472806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3472811.750000 Penalty: 5079.090820
	Iteration 41Q: 3 clusters Score -3472812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3472806.250000 Penalty: 5079.090820
	Iteration 42Q: 3 clusters Score -3472806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3472818.500000 Penalty: 5079.090820
	Iteration 43Q: 3 clusters Score -3472818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3472816.000000 Penalty: 5079.090820
	Iteration 44Q: 3 clusters Score -3472816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3472820.250000 Penalty: 5079.090820
	Iteration 45Q: 3 clusters Score -3472820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3472827.750000 Penalty: 5079.090820
	Iteration 46Q: 3 clusters Score -3472828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3472824.500000 Penalty: 5079.090820
	Iteration 47Q: 3 clusters Score -3472824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3472835.000000 Penalty: 5079.090820
	Iteration 48Q: 3 clusters Score -3472835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3472832.000000 Penalty: 5079.090820
	Iteration 49Q: 3 clusters Score -3472832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3472835.750000 Penalty: 5079.090820
	Iteration 50Q: 3 clusters Score -3472836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3472844.750000 Penalty: 5079.090820
	Iteration 51Q: 3 clusters Score -3472845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3472858.250000 Penalty: 5079.090820
	Iteration 52Q: 3 clusters Score -3472858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3472854.000000 Penalty: 5079.090820
	Iteration 53Q: 3 clusters Score -3472854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3472852.000000 Penalty: 5079.090820
	Iteration 54Q: 3 clusters Score -3472852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3472856.750000 Penalty: 5079.090820
	Iteration 55Q: 3 clusters Score -3472857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3472852.750000 Penalty: 5079.090820
	Iteration 56Q: 3 clusters Score -3472853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3472848.500000 Penalty: 5079.090820
	Iteration 57Q: 3 clusters Score -3472848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3472848.500000 Penalty: 5079.090820
	Iteration 58Q: 3 clusters Score -3472848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3472839.500000 Penalty: 5079.090820
	Iteration 59Q: 3 clusters Score -3472840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3472850.000000 Penalty: 5079.090820
	Iteration 60F: 3 clusters Score -3472850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3472848.250000 Penalty: 5079.090820
	Iteration 61Q: 3 clusters Score -3472848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3472849.750000 Penalty: 5079.090820
	Iteration 62Q: 3 clusters Score -3472850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3472847.250000 Penalty: 5079.090820
	Iteration 63Q: 3 clusters Score -3472847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3472851.250000 Penalty: 5079.090820
	Iteration 64Q: 3 clusters Score -3472851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3472852.750000 Penalty: 5079.090820
	Iteration 65Q: 3 clusters Score -3472853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3472851.750000 Penalty: 5079.090820
	Iteration 66Q: 3 clusters Score -3472852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3472850.750000 Penalty: 5079.090820
	Iteration 67Q: 3 clusters Score -3472851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3472847.750000 Penalty: 5079.090820
	Iteration 68Q: 3 clusters Score -3472848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3472854.000000 Penalty: 5079.090820
	Iteration 69Q: 3 clusters Score -3472854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3472859.000000 Penalty: 5079.090820
	Iteration 70Q: 3 clusters Score -3472859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3472862.250000 Penalty: 5079.090820
	Iteration 71Q: 3 clusters Score -3472862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3472862.500000 Penalty: 5079.090820
	Iteration 72Q: 3 clusters Score -3472862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3472861.750000 Penalty: 5079.090820
	Iteration 73Q: 3 clusters Score -3472862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3472858.500000 Penalty: 5079.090820
	Iteration 74Q: 3 clusters Score -3472858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3472862.000000 Penalty: 5079.090820
	Iteration 75Q: 3 clusters Score -3472862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3472866.750000 Penalty: 5079.090820
	Iteration 76Q: 3 clusters Score -3472867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3472870.500000 Penalty: 5079.090820
	Iteration 77Q: 3 clusters Score -3472870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3472879.500000 Penalty: 5079.090820
	Iteration 78Q: 3 clusters Score -3472880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3472874.750000 Penalty: 5079.090820
	Iteration 79Q: 3 clusters Score -3472875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3472874.500000 Penalty: 5079.090820
	Iteration 80F: 3 clusters Score -3472874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3472873.750000 Penalty: 5079.090820
	Iteration 81Q: 3 clusters Score -3472874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3472874.500000 Penalty: 5079.090820
	Iteration 82Q: 3 clusters Score -3472874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3472878.000000 Penalty: 5079.090820
	Iteration 83Q: 3 clusters Score -3472878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3472876.250000 Penalty: 5079.090820
	Iteration 84Q: 3 clusters Score -3472876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3472877.750000 Penalty: 5079.090820
	Iteration 85Q: 3 clusters Score -3472878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3472873.250000 Penalty: 5079.090820
	Iteration 86Q: 3 clusters Score -3472873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3472873.250000 Penalty: 5079.090820
	Iteration 87F: 3 clusters Score -3472873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -602093.125000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -602093.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -597651.437500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -597651.4 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -598705.375000 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -598705.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -598908.187500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -598908.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -599045.500000 Penalty: 4214.000977
	Iteration 3Q: 3 clusters Score -599045.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -599137.687500 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -599137.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -599202.625000 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -599202.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -599254.062500 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -599254.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -599294.062500 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -599294.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -599329.625000 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -599329.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -599368.437500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -599368.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -599412.000000 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -599412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -599451.500000 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -599451.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -599499.750000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -599499.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -599547.062500 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -599547.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -599585.437500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -599585.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -599621.625000 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -599621.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -599662.312500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -599662.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -599690.375000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -599690.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -599723.437500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -599723.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -599759.312500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -599759.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -599801.125000 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -599801.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -599831.875000 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -599831.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -599861.687500 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -599861.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -599887.812500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -599887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -599910.187500 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -599910.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -599931.187500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -599931.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -599958.687500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -599958.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -599986.375000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -599986.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -600019.875000 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -600019.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -600045.125000 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -600045.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -600060.625000 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -600060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -600073.250000 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -600073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -600084.500000 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -600084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -600099.875000 Penalty: 4214.000977
	Iteration 33Q: 3 clusters Score -600099.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -600114.375000 Penalty: 4214.000977
	Iteration 34Q: 3 clusters Score -600114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -600129.562500 Penalty: 4214.000977
	Iteration 35Q: 3 clusters Score -600129.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -600136.562500 Penalty: 4214.000977
	Iteration 36Q: 3 clusters Score -600136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -600144.937500 Penalty: 4214.000977
	Iteration 37Q: 3 clusters Score -600144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -600149.625000 Penalty: 4214.000977
	Iteration 38Q: 3 clusters Score -600149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -600152.000000 Penalty: 4214.000977
	Iteration 39Q: 3 clusters Score -600152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -600158.687500 Penalty: 4214.000977
	Iteration 40F: 3 clusters Score -600158.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -600164.625000 Penalty: 4214.000977
	Iteration 41Q: 3 clusters Score -600164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -600168.562500 Penalty: 4214.000977
	Iteration 42Q: 3 clusters Score -600168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -600172.500000 Penalty: 4214.000977
	Iteration 43Q: 3 clusters Score -600172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -600175.687500 Penalty: 4214.000977
	Iteration 44Q: 3 clusters Score -600175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -600177.812500 Penalty: 4214.000977
	Iteration 45Q: 3 clusters Score -600177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -600181.000000 Penalty: 4214.000977
	Iteration 46Q: 3 clusters Score -600181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -600180.937500 Penalty: 4214.000977
	Iteration 47Q: 3 clusters Score -600180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -600182.062500 Penalty: 4214.000977
	Iteration 48Q: 3 clusters Score -600182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -600184.062500 Penalty: 4214.000977
	Iteration 49Q: 3 clusters Score -600184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -600184.062500 Penalty: 4214.000977
	Iteration 50F: 3 clusters Score -600184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (49343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Entering Unmasked Estep 
Score: -6086847.500000 Penalty: 2680.024658
	Iteration 0F: 2 clusters Score -6086848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -6053585.000000 Penalty: 5360.049316
	Iteration 0F: 3 clusters Score -6053585 nChanged 22680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -6066380.500000 Penalty: 5360.049316
	Iteration 1F: 3 clusters Score -6066380 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6066978.500000 Penalty: 5360.049316
	Iteration 2Q: 3 clusters Score -6066978 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -6067545.500000 Penalty: 5360.049316
	Iteration 3Q: 3 clusters Score -6067546 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6068209.500000 Penalty: 5360.049316
	Iteration 4Q: 3 clusters Score -6068210 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -6068980.000000 Penalty: 5360.049316
	Iteration 5Q: 3 clusters Score -6068980 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -6069952.500000 Penalty: 5360.049316
	Iteration 6Q: 3 clusters Score -6069952 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -6071248.500000 Penalty: 5360.049316
	Iteration 7Q: 3 clusters Score -6071248 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -6072925.500000 Penalty: 5360.049316
	Iteration 8F: 3 clusters Score -6072926 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -6075042.000000 Penalty: 5360.049316
	Iteration 9F: 3 clusters Score -6075042 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -6077398.500000 Penalty: 5360.049316
	Iteration 10F: 3 clusters Score -6077398 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -6079509.000000 Penalty: 5360.049316
	Iteration 11F: 3 clusters Score -6079509 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -6081177.500000 Penalty: 5360.049316
	Iteration 12Q: 3 clusters Score -6081178 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6082275.000000 Penalty: 5360.049316
	Iteration 13Q: 3 clusters Score -6082275 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6083062.000000 Penalty: 5360.049316
	Iteration 14Q: 3 clusters Score -6083062 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -6083584.000000 Penalty: 5360.049316
	Iteration 15Q: 3 clusters Score -6083584 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -6083914.000000 Penalty: 5360.049316
	Iteration 16Q: 3 clusters Score -6083914 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6084162.000000 Penalty: 5360.049316
	Iteration 17Q: 3 clusters Score -6084162 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6084359.000000 Penalty: 5360.049316
	Iteration 18Q: 3 clusters Score -6084359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6084438.000000 Penalty: 5360.049316
	Iteration 19Q: 3 clusters Score -6084438 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -6084521.000000 Penalty: 5360.049316
	Iteration 20F: 3 clusters Score -6084521 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -6084597.000000 Penalty: 5360.049316
	Iteration 21Q: 3 clusters Score -6084597 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6084649.500000 Penalty: 5360.049316
	Iteration 22Q: 3 clusters Score -6084650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -6084695.500000 Penalty: 5360.049316
	Iteration 23Q: 3 clusters Score -6084696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -6084729.000000 Penalty: 5360.049316
	Iteration 24Q: 3 clusters Score -6084729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -6084750.000000 Penalty: 5360.049316
	Iteration 25Q: 3 clusters Score -6084750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6084772.500000 Penalty: 5360.049316
	Iteration 26Q: 3 clusters Score -6084772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6084785.000000 Penalty: 5360.049316
	Iteration 27Q: 3 clusters Score -6084785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6084789.000000 Penalty: 5360.049316
	Iteration 28Q: 3 clusters Score -6084789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6084806.000000 Penalty: 5360.049316
	Iteration 29Q: 3 clusters Score -6084806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -6084825.500000 Penalty: 5360.049316
	Iteration 30Q: 3 clusters Score -6084826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6084835.000000 Penalty: 5360.049316
	Iteration 31Q: 3 clusters Score -6084835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6084831.500000 Penalty: 5360.049316
	Iteration 32Q: 3 clusters Score -6084832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6084836.500000 Penalty: 5360.049316
	Iteration 33Q: 3 clusters Score -6084836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6084841.000000 Penalty: 5360.049316
	Iteration 34Q: 3 clusters Score -6084841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6084836.000000 Penalty: 5360.049316
	Iteration 35Q: 3 clusters Score -6084836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6084835.500000 Penalty: 5360.049316
	Iteration 36Q: 3 clusters Score -6084836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -6084838.000000 Penalty: 5360.049316
	Iteration 37Q: 3 clusters Score -6084838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6084838.500000 Penalty: 5360.049316
	Iteration 38Q: 3 clusters Score -6084838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6084841.500000 Penalty: 5360.049316
	Iteration 39Q: 3 clusters Score -6084842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6084854.500000 Penalty: 5360.049316
	Iteration 40F: 3 clusters Score -6084854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6084852.500000 Penalty: 5360.049316
	Iteration 41Q: 3 clusters Score -6084852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6084852.000000 Penalty: 5360.049316
	Iteration 42Q: 3 clusters Score -6084852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6084857.500000 Penalty: 5360.049316
	Iteration 43Q: 3 clusters Score -6084858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6084855.000000 Penalty: 5360.049316
	Iteration 44Q: 3 clusters Score -6084855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6084855.500000 Penalty: 5360.049316
	Iteration 45Q: 3 clusters Score -6084856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6084858.500000 Penalty: 5360.049316
	Iteration 46Q: 3 clusters Score -6084858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6084857.000000 Penalty: 5360.049316
	Iteration 47Q: 3 clusters Score -6084857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6084865.000000 Penalty: 5360.049316
	Iteration 48Q: 3 clusters Score -6084865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -6084875.000000 Penalty: 5360.049316
	Iteration 49Q: 3 clusters Score -6084875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -6084870.500000 Penalty: 5360.049316
	Iteration 50Q: 3 clusters Score -6084870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6084869.000000 Penalty: 5360.049316
	Iteration 51Q: 3 clusters Score -6084869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6084869.000000 Penalty: 5360.049316
	Iteration 52Q: 3 clusters Score -6084869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6084871.500000 Penalty: 5360.049316
	Iteration 53Q: 3 clusters Score -6084872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6084872.500000 Penalty: 5360.049316
	Iteration 54Q: 3 clusters Score -6084872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -6084873.500000 Penalty: 5360.049316
	Iteration 55Q: 3 clusters Score -6084874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -6084868.500000 Penalty: 5360.049316
	Iteration 56Q: 3 clusters Score -6084868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -6084866.000000 Penalty: 5360.049316
	Iteration 57Q: 3 clusters Score -6084866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6084872.000000 Penalty: 5360.049316
	Iteration 58Q: 3 clusters Score -6084872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6084873.000000 Penalty: 5360.049316
	Iteration 59Q: 3 clusters Score -6084873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -6084875.000000 Penalty: 5360.049316
	Iteration 60F: 3 clusters Score -6084875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6084880.000000 Penalty: 5360.049316
	Iteration 61Q: 3 clusters Score -6084880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6084880.500000 Penalty: 5360.049316
	Iteration 62Q: 3 clusters Score -6084880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -6084878.000000 Penalty: 5360.049316
	Iteration 63Q: 3 clusters Score -6084878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -6084876.000000 Penalty: 5360.049316
	Iteration 64Q: 3 clusters Score -6084876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -6084870.000000 Penalty: 5360.049316
	Iteration 65Q: 3 clusters Score -6084870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -6084869.000000 Penalty: 5360.049316
	Iteration 66Q: 3 clusters Score -6084869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -6084872.500000 Penalty: 5360.049316
	Iteration 67Q: 3 clusters Score -6084872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -6084870.000000 Penalty: 5360.049316
	Iteration 68Q: 3 clusters Score -6084870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -6084877.000000 Penalty: 5360.049316
	Iteration 69Q: 3 clusters Score -6084877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6084883.000000 Penalty: 5360.049316
	Iteration 70Q: 3 clusters Score -6084883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6084883.500000 Penalty: 5360.049316
	Iteration 71Q: 3 clusters Score -6084884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -6084883.500000 Penalty: 5360.049316
	Iteration 72Q: 3 clusters Score -6084884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -6084883.500000 Penalty: 5360.049316
	Iteration 73F: 3 clusters Score -6084884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (112789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Entering Unmasked Estep 
Score: -14132646.000000 Penalty: 2885.052002
	Iteration 0F: 2 clusters Score -1.413265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -14057228.000000 Penalty: 5770.104004
	Iteration 0F: 3 clusters Score -1.405723e+07 nChanged 53520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -14087956.000000 Penalty: 5770.104004
	Iteration 1F: 3 clusters Score -1.408796e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -14088753.000000 Penalty: 5770.104004
	Iteration 2Q: 3 clusters Score -1.408875e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -14089467.000000 Penalty: 5770.104004
	Iteration 3Q: 3 clusters Score -1.408947e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -14090508.000000 Penalty: 5770.104004
	Iteration 4Q: 3 clusters Score -1.409051e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -14091915.000000 Penalty: 5770.104004
	Iteration 5Q: 3 clusters Score -1.409192e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -14094431.000000 Penalty: 5770.104004
	Iteration 6Q: 3 clusters Score -1.409443e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -14098746.000000 Penalty: 5770.104004
	Iteration 7F: 3 clusters Score -1.409875e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -14106005.000000 Penalty: 5770.104004
	Iteration 8F: 3 clusters Score -1.4106e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -14115273.000000 Penalty: 5770.104004
	Iteration 9F: 3 clusters Score -1.411527e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -14123350.000000 Penalty: 5770.104004
	Iteration 10F: 3 clusters Score -1.412335e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -14127536.000000 Penalty: 5770.104004
	Iteration 11Q: 3 clusters Score -1.412754e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14129341.000000 Penalty: 5770.104004
	Iteration 12Q: 3 clusters Score -1.412934e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112268 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14129976.000000 Penalty: 5770.104004
	Iteration 13Q: 3 clusters Score -1.412998e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -14130195.000000 Penalty: 5770.104004
	Iteration 14Q: 3 clusters Score -1.41302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14130300.000000 Penalty: 5770.104004
	Iteration 15Q: 3 clusters Score -1.41303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14130323.000000 Penalty: 5770.104004
	Iteration 16Q: 3 clusters Score -1.413032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14130343.000000 Penalty: 5770.104004
	Iteration 17Q: 3 clusters Score -1.413034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14130357.000000 Penalty: 5770.104004
	Iteration 18Q: 3 clusters Score -1.413036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14130364.000000 Penalty: 5770.104004
	Iteration 19Q: 3 clusters Score -1.413036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14130386.000000 Penalty: 5770.104004
	Iteration 20F: 3 clusters Score -1.413039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14130389.000000 Penalty: 5770.104004
	Iteration 21Q: 3 clusters Score -1.413039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14130395.000000 Penalty: 5770.104004
	Iteration 22Q: 3 clusters Score -1.41304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14130400.000000 Penalty: 5770.104004
	Iteration 23Q: 3 clusters Score -1.41304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14130407.000000 Penalty: 5770.104004
	Iteration 24Q: 3 clusters Score -1.413041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14130401.000000 Penalty: 5770.104004
	Iteration 25Q: 3 clusters Score -1.41304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14130400.000000 Penalty: 5770.104004
	Iteration 26Q: 3 clusters Score -1.41304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14130406.000000 Penalty: 5770.104004
	Iteration 27Q: 3 clusters Score -1.413041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14130406.000000 Penalty: 5770.104004
	Iteration 28F: 3 clusters Score -1.413041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134762.843750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134762.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135367.265625 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135367.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135729.125000 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135729.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136019.781250 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -136019.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136222.796875 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -136222.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -136313.125000 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -136313.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136358.031250 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136380.453125 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136380.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136390.046875 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136398.062500 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136407.187500 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136416.000000 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -136425.796875 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136428.343750 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136430.703125 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136431.531250 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136431.531250 Penalty: 3516.678223
	Iteration 16F: 3 clusters Score -136431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48311.027344 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48311.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46880.726562 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -46880.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47030.289062 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47030.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47070.335938 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -47070.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47085.203125 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -47085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47089.703125 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -47089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47089.703125 Penalty: 3007.637451
	Iteration 5F: 3 clusters Score -47089.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Entering Unmasked Estep 
Score: -911190.562500 Penalty: 2235.341309
	Iteration 0F: 2 clusters Score -911190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -904660.562500 Penalty: 4470.682617
	Iteration 0F: 3 clusters Score -904660.6 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -906690.312500 Penalty: 4470.682617
	Iteration 1F: 3 clusters Score -906690.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -907111.687500 Penalty: 4470.682617
	Iteration 2F: 3 clusters Score -907111.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -907455.750000 Penalty: 4470.682617
	Iteration 3F: 3 clusters Score -907455.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -907766.500000 Penalty: 4470.682617
	Iteration 4F: 3 clusters Score -907766.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -908080.312500 Penalty: 4470.682617
	Iteration 5F: 3 clusters Score -908080.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -908386.500000 Penalty: 4470.682617
	Iteration 6F: 3 clusters Score -908386.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -908664.937500 Penalty: 4470.682617
	Iteration 7Q: 3 clusters Score -908664.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -908878.062500 Penalty: 4470.682617
	Iteration 8Q: 3 clusters Score -908878.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -909082.000000 Penalty: 4470.682617
	Iteration 9Q: 3 clusters Score -909082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -909295.937500 Penalty: 4470.682617
	Iteration 10Q: 3 clusters Score -909295.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -909481.937500 Penalty: 4470.682617
	Iteration 11Q: 3 clusters Score -909481.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -909687.500000 Penalty: 4470.682617
	Iteration 12Q: 3 clusters Score -909687.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -909879.625000 Penalty: 4470.682617
	Iteration 13Q: 3 clusters Score -909879.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -910041.625000 Penalty: 4470.682617
	Iteration 14Q: 3 clusters Score -910041.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -910161.187500 Penalty: 4470.682617
	Iteration 15Q: 3 clusters Score -910161.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -910245.000000 Penalty: 4470.682617
	Iteration 16Q: 3 clusters Score -910245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -910308.875000 Penalty: 4470.682617
	Iteration 17Q: 3 clusters Score -910308.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -910351.125000 Penalty: 4470.682617
	Iteration 18Q: 3 clusters Score -910351.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -910389.125000 Penalty: 4470.682617
	Iteration 19Q: 3 clusters Score -910389.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -910406.687500 Penalty: 4470.682617
	Iteration 20F: 3 clusters Score -910406.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -910422.000000 Penalty: 4470.682617
	Iteration 21Q: 3 clusters Score -910422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -910446.812500 Penalty: 4470.682617
	Iteration 22Q: 3 clusters Score -910446.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -910469.312500 Penalty: 4470.682617
	Iteration 23Q: 3 clusters Score -910469.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -910478.250000 Penalty: 4470.682617
	Iteration 24Q: 3 clusters Score -910478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -910482.125000 Penalty: 4470.682617
	Iteration 25Q: 3 clusters Score -910482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -910487.562500 Penalty: 4470.682617
	Iteration 26Q: 3 clusters Score -910487.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -910488.125000 Penalty: 4470.682617
	Iteration 27Q: 3 clusters Score -910488.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -910493.125000 Penalty: 4470.682617
	Iteration 28Q: 3 clusters Score -910493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -910496.312500 Penalty: 4470.682617
	Iteration 29Q: 3 clusters Score -910496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -910500.250000 Penalty: 4470.682617
	Iteration 30Q: 3 clusters Score -910500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -910501.750000 Penalty: 4470.682617
	Iteration 31Q: 3 clusters Score -910501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -910504.312500 Penalty: 4470.682617
	Iteration 32Q: 3 clusters Score -910504.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -910504.187500 Penalty: 4470.682617
	Iteration 33Q: 3 clusters Score -910504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -910504.187500 Penalty: 4470.682617
	Iteration 34Q: 3 clusters Score -910504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -910506.750000 Penalty: 4470.682617
	Iteration 35Q: 3 clusters Score -910506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -910507.875000 Penalty: 4470.682617
	Iteration 36Q: 3 clusters Score -910507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -910516.500000 Penalty: 4470.682617
	Iteration 37Q: 3 clusters Score -910516.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -910520.812500 Penalty: 4470.682617
	Iteration 38Q: 3 clusters Score -910520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -910522.312500 Penalty: 4470.682617
	Iteration 39Q: 3 clusters Score -910522.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -910526.937500 Penalty: 4470.682617
	Iteration 40F: 3 clusters Score -910526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -910527.750000 Penalty: 4470.682617
	Iteration 41Q: 3 clusters Score -910527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -910532.812500 Penalty: 4470.682617
	Iteration 42Q: 3 clusters Score -910532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -910533.000000 Penalty: 4470.682617
	Iteration 43Q: 3 clusters Score -910533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -910533.500000 Penalty: 4470.682617
	Iteration 44Q: 3 clusters Score -910533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -910532.875000 Penalty: 4470.682617
	Iteration 45Q: 3 clusters Score -910532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -910533.000000 Penalty: 4470.682617
	Iteration 46Q: 3 clusters Score -910533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -910533.375000 Penalty: 4470.682617
	Iteration 47Q: 3 clusters Score -910533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -910532.187500 Penalty: 4470.682617
	Iteration 48Q: 3 clusters Score -910532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -910533.437500 Penalty: 4470.682617
	Iteration 49Q: 3 clusters Score -910533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -910536.437500 Penalty: 4470.682617
	Iteration 50Q: 3 clusters Score -910536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -910534.812500 Penalty: 4470.682617
	Iteration 51Q: 3 clusters Score -910534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -910534.812500 Penalty: 4470.682617
	Iteration 52F: 3 clusters Score -910534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -442340.812500 Penalty: 2025.080566
	Iteration 0F: 2 clusters Score -442340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -438769.156250 Penalty: 4050.161133
	Iteration 0F: 3 clusters Score -438769.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -439509.437500 Penalty: 4050.161133
	Iteration 1F: 3 clusters Score -439509.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -439698.156250 Penalty: 4050.161133
	Iteration 2F: 3 clusters Score -439698.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -439818.687500 Penalty: 4050.161133
	Iteration 3F: 3 clusters Score -439818.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -439923.562500 Penalty: 4050.161133
	Iteration 4Q: 3 clusters Score -439923.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -440044.093750 Penalty: 4050.161133
	Iteration 5Q: 3 clusters Score -440044.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -440152.750000 Penalty: 4050.161133
	Iteration 6Q: 3 clusters Score -440152.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -440246.656250 Penalty: 4050.161133
	Iteration 7Q: 3 clusters Score -440246.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -440336.281250 Penalty: 4050.161133
	Iteration 8Q: 3 clusters Score -440336.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -440441.656250 Penalty: 4050.161133
	Iteration 9Q: 3 clusters Score -440441.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -440519.406250 Penalty: 4050.161133
	Iteration 10Q: 3 clusters Score -440519.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -440576.250000 Penalty: 4050.161133
	Iteration 11Q: 3 clusters Score -440576.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -440633.781250 Penalty: 4050.161133
	Iteration 12Q: 3 clusters Score -440633.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -440674.875000 Penalty: 4050.161133
	Iteration 13Q: 3 clusters Score -440674.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -440703.406250 Penalty: 4050.161133
	Iteration 14Q: 3 clusters Score -440703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -440721.375000 Penalty: 4050.161133
	Iteration 15Q: 3 clusters Score -440721.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -440734.750000 Penalty: 4050.161133
	Iteration 16Q: 3 clusters Score -440734.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -440744.968750 Penalty: 4050.161133
	Iteration 17Q: 3 clusters Score -440745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -440753.593750 Penalty: 4050.161133
	Iteration 18Q: 3 clusters Score -440753.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -440762.968750 Penalty: 4050.161133
	Iteration 19Q: 3 clusters Score -440763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -440774.500000 Penalty: 4050.161133
	Iteration 20F: 3 clusters Score -440774.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -440785.593750 Penalty: 4050.161133
	Iteration 21Q: 3 clusters Score -440785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -440796.968750 Penalty: 4050.161133
	Iteration 22Q: 3 clusters Score -440797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -440806.406250 Penalty: 4050.161133
	Iteration 23Q: 3 clusters Score -440806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -440812.468750 Penalty: 4050.161133
	Iteration 24Q: 3 clusters Score -440812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -440819.093750 Penalty: 4050.161133
	Iteration 25Q: 3 clusters Score -440819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -440825.468750 Penalty: 4050.161133
	Iteration 26Q: 3 clusters Score -440825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -440831.343750 Penalty: 4050.161133
	Iteration 27Q: 3 clusters Score -440831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -440834.343750 Penalty: 4050.161133
	Iteration 28Q: 3 clusters Score -440834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -440838.375000 Penalty: 4050.161133
	Iteration 29Q: 3 clusters Score -440838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -440841.406250 Penalty: 4050.161133
	Iteration 30Q: 3 clusters Score -440841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -440843.843750 Penalty: 4050.161133
	Iteration 31Q: 3 clusters Score -440843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -440844.281250 Penalty: 4050.161133
	Iteration 32Q: 3 clusters Score -440844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -440844.281250 Penalty: 4050.161133
	Iteration 33F: 3 clusters Score -440844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75576.382812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75576.38 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76013.679688 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -76013.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76230.210938 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76230.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76432.476562 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76432.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76854.929688 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -76854.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77122.664062 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -77122.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77215.070312 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -77215.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77269.515625 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -77269.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77301.679688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -77301.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77340.500000 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -77340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77353.765625 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -77353.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77355.226562 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -77355.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77355.226562 Penalty: 3284.877197
	Iteration 12F: 3 clusters Score -77355.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39985 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86154 members 
Mstep: Class 13 contains 331348 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49343 members 
Mstep: Class 37 contains 112789 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3518 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21596 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 178 members 
Entering Unmasked Estep 
Score: -142005344.000000 Penalty: 169800.968750
Splitting cluster 42 changes total score from -142007328.000000 to -142005344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 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 184 members 
Entering Unmasked Estep 
Score: -31035.611328 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -31035.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31345.464844 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31345.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31426.835938 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -31426.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31458.564453 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31458.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31472.699219 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31483.634766 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31483.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31483.634766 Penalty: 2899.833740
	Iteration 6F: 3 clusters Score -31483.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34588.937500 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34588.94 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34874.582031 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34874.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35091.023438 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35091.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35390.535156 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -35390.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35741.125000 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -35741.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35922.351562 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -35922.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36106.898438 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36106.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36232.449219 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36232.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36316.957031 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36316.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36327.867188 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36327.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36327.867188 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -36327.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39985 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86154 members 
Mstep: Class 13 contains 331348 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49343 members 
Mstep: Class 37 contains 112789 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3518 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 84 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21596 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 304 members 
Entering Unmasked Estep 
Score: -142005680.000000 Penalty: 169800.968750
Splitting cluster 44 changes total score from -142007328.000000 to -142005680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -712024.625000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -712024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -706942.000000 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -706942 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -708263.937500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -708263.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -708541.750000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -708541.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -708724.000000 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -708724 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -708871.812500 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -708871.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -709014.937500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -709014.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -709142.187500 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -709142.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -709280.312500 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -709280.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -709401.312500 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -709401.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -709517.312500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -709517.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -709613.375000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -709613.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -709697.062500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -709697.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -709759.937500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -709759.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -709819.375000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -709819.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -709875.687500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -709875.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -709929.125000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -709929.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -709980.000000 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -709980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -710027.312500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -710027.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -710078.062500 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -710078.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -710114.750000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -710114.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -710148.687500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -710148.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -710176.562500 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -710176.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -710196.625000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -710196.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -710216.437500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -710216.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -710239.250000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -710239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -710253.312500 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -710253.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -710264.312500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -710264.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -710273.812500 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -710273.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -710282.062500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -710282.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -710287.750000 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -710287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -710290.125000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -710290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -710291.312500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -710291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -710293.875000 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -710293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -710297.750000 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -710297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -710300.562500 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -710300.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -710302.812500 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -710302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -710305.062500 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -710305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -710304.875000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -710304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -710306.812500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -710306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -710309.000000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -710309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -710309.000000 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -710309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -287830.125000 Penalty: 1920.330933
	Iteration 0F: 2 clusters Score -287830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -285009.406250 Penalty: 3840.661865
	Iteration 0F: 3 clusters Score -285009.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285521.468750 Penalty: 3840.661865
	Iteration 1F: 3 clusters Score -285521.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -285636.843750 Penalty: 3840.661865
	Iteration 2F: 3 clusters Score -285636.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285696.312500 Penalty: 3840.661865
	Iteration 3Q: 3 clusters Score -285696.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285733.156250 Penalty: 3840.661865
	Iteration 4Q: 3 clusters Score -285733.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285758.156250 Penalty: 3840.661865
	Iteration 5Q: 3 clusters Score -285758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285773.468750 Penalty: 3840.661865
	Iteration 6Q: 3 clusters Score -285773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285791.500000 Penalty: 3840.661865
	Iteration 7Q: 3 clusters Score -285791.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285807.656250 Penalty: 3840.661865
	Iteration 8Q: 3 clusters Score -285807.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -285819.812500 Penalty: 3840.661865
	Iteration 9Q: 3 clusters Score -285819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285835.312500 Penalty: 3840.661865
	Iteration 10Q: 3 clusters Score -285835.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285842.093750 Penalty: 3840.661865
	Iteration 11Q: 3 clusters Score -285842.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285848.250000 Penalty: 3840.661865
	Iteration 12Q: 3 clusters Score -285848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -285856.000000 Penalty: 3840.661865
	Iteration 13Q: 3 clusters Score -285856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285865.906250 Penalty: 3840.661865
	Iteration 14Q: 3 clusters Score -285865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -285877.625000 Penalty: 3840.661865
	Iteration 15Q: 3 clusters Score -285877.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285888.125000 Penalty: 3840.661865
	Iteration 16Q: 3 clusters Score -285888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285893.312500 Penalty: 3840.661865
	Iteration 17Q: 3 clusters Score -285893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285897.968750 Penalty: 3840.661865
	Iteration 18Q: 3 clusters Score -285898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285906.156250 Penalty: 3840.661865
	Iteration 19Q: 3 clusters Score -285906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -285911.093750 Penalty: 3840.661865
	Iteration 20F: 3 clusters Score -285911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285917.468750 Penalty: 3840.661865
	Iteration 21Q: 3 clusters Score -285917.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285925.750000 Penalty: 3840.661865
	Iteration 22Q: 3 clusters Score -285925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285931.687500 Penalty: 3840.661865
	Iteration 23Q: 3 clusters Score -285931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285934.843750 Penalty: 3840.661865
	Iteration 24Q: 3 clusters Score -285934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285938.375000 Penalty: 3840.661865
	Iteration 25Q: 3 clusters Score -285938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285942.375000 Penalty: 3840.661865
	Iteration 26Q: 3 clusters Score -285942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285943.812500 Penalty: 3840.661865
	Iteration 27Q: 3 clusters Score -285943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -285947.218750 Penalty: 3840.661865
	Iteration 28Q: 3 clusters Score -285947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285952.125000 Penalty: 3840.661865
	Iteration 29Q: 3 clusters Score -285952.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285955.093750 Penalty: 3840.661865
	Iteration 30Q: 3 clusters Score -285955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285958.500000 Penalty: 3840.661865
	Iteration 31Q: 3 clusters Score -285958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285962.375000 Penalty: 3840.661865
	Iteration 32Q: 3 clusters Score -285962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285964.843750 Penalty: 3840.661865
	Iteration 33Q: 3 clusters Score -285964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285966.500000 Penalty: 3840.661865
	Iteration 34Q: 3 clusters Score -285966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285968.750000 Penalty: 3840.661865
	Iteration 35Q: 3 clusters Score -285968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -285969.937500 Penalty: 3840.661865
	Iteration 36Q: 3 clusters Score -285969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285970.000000 Penalty: 3840.661865
	Iteration 37Q: 3 clusters Score -285970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -285970.000000 Penalty: 3840.661865
	Iteration 38F: 3 clusters Score -285970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Entering Unmasked Estep 
Score: -2683852.750000 Penalty: 2475.105469
	Iteration 0F: 2 clusters Score -2683853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2668848.500000 Penalty: 4950.210938
	Iteration 0F: 3 clusters Score -2668848 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2673902.000000 Penalty: 4950.210938
	Iteration 1F: 3 clusters Score -2673902 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2674276.750000 Penalty: 4950.210938
	Iteration 2F: 3 clusters Score -2674277 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2674595.750000 Penalty: 4950.210938
	Iteration 3Q: 3 clusters Score -2674596 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2674861.250000 Penalty: 4950.210938
	Iteration 4Q: 3 clusters Score -2674861 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2675118.000000 Penalty: 4950.210938
	Iteration 5Q: 3 clusters Score -2675118 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2675357.500000 Penalty: 4950.210938
	Iteration 6Q: 3 clusters Score -2675358 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2675602.250000 Penalty: 4950.210938
	Iteration 7Q: 3 clusters Score -2675602 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2675834.000000 Penalty: 4950.210938
	Iteration 8Q: 3 clusters Score -2675834 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2676064.500000 Penalty: 4950.210938
	Iteration 9Q: 3 clusters Score -2676064 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2676319.750000 Penalty: 4950.210938
	Iteration 10Q: 3 clusters Score -2676320 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2676567.250000 Penalty: 4950.210938
	Iteration 11Q: 3 clusters Score -2676567 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2676850.250000 Penalty: 4950.210938
	Iteration 12Q: 3 clusters Score -2676850 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2677178.000000 Penalty: 4950.210938
	Iteration 13Q: 3 clusters Score -2677178 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2677531.500000 Penalty: 4950.210938
	Iteration 14Q: 3 clusters Score -2677532 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2677924.000000 Penalty: 4950.210938
	Iteration 15Q: 3 clusters Score -2677924 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2678257.750000 Penalty: 4950.210938
	Iteration 16Q: 3 clusters Score -2678258 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2678539.750000 Penalty: 4950.210938
	Iteration 17Q: 3 clusters Score -2678540 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2678753.000000 Penalty: 4950.210938
	Iteration 18Q: 3 clusters Score -2678753 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2678894.500000 Penalty: 4950.210938
	Iteration 19Q: 3 clusters Score -2678894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2678985.500000 Penalty: 4950.210938
	Iteration 20F: 3 clusters Score -2678986 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2679031.250000 Penalty: 4950.210938
	Iteration 21Q: 3 clusters Score -2679031 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2679066.000000 Penalty: 4950.210938
	Iteration 22Q: 3 clusters Score -2679066 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2679097.500000 Penalty: 4950.210938
	Iteration 23Q: 3 clusters Score -2679098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2679124.500000 Penalty: 4950.210938
	Iteration 24Q: 3 clusters Score -2679124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2679146.500000 Penalty: 4950.210938
	Iteration 25Q: 3 clusters Score -2679146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2679170.500000 Penalty: 4950.210938
	Iteration 26Q: 3 clusters Score -2679170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2679193.000000 Penalty: 4950.210938
	Iteration 27Q: 3 clusters Score -2679193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2679187.750000 Penalty: 4950.210938
	Iteration 28Q: 3 clusters Score -2679188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2679196.500000 Penalty: 4950.210938
	Iteration 29Q: 3 clusters Score -2679196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2679198.250000 Penalty: 4950.210938
	Iteration 30Q: 3 clusters Score -2679198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2679205.750000 Penalty: 4950.210938
	Iteration 31Q: 3 clusters Score -2679206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2679219.500000 Penalty: 4950.210938
	Iteration 32Q: 3 clusters Score -2679220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2679218.250000 Penalty: 4950.210938
	Iteration 33Q: 3 clusters Score -2679218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2679217.250000 Penalty: 4950.210938
	Iteration 34Q: 3 clusters Score -2679217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2679221.500000 Penalty: 4950.210938
	Iteration 35Q: 3 clusters Score -2679222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2679225.250000 Penalty: 4950.210938
	Iteration 36Q: 3 clusters Score -2679225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2679233.500000 Penalty: 4950.210938
	Iteration 37Q: 3 clusters Score -2679234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2679240.750000 Penalty: 4950.210938
	Iteration 38Q: 3 clusters Score -2679241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2679250.750000 Penalty: 4950.210938
	Iteration 39Q: 3 clusters Score -2679251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2679246.000000 Penalty: 4950.210938
	Iteration 40F: 3 clusters Score -2679246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2679260.250000 Penalty: 4950.210938
	Iteration 41Q: 3 clusters Score -2679260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2679253.750000 Penalty: 4950.210938
	Iteration 42Q: 3 clusters Score -2679254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2679266.000000 Penalty: 4950.210938
	Iteration 43Q: 3 clusters Score -2679266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2679271.750000 Penalty: 4950.210938
	Iteration 44Q: 3 clusters Score -2679272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2679267.500000 Penalty: 4950.210938
	Iteration 45Q: 3 clusters Score -2679268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2679275.500000 Penalty: 4950.210938
	Iteration 46Q: 3 clusters Score -2679276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2679278.000000 Penalty: 4950.210938
	Iteration 47Q: 3 clusters Score -2679278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2679279.750000 Penalty: 4950.210938
	Iteration 48Q: 3 clusters Score -2679280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2679288.000000 Penalty: 4950.210938
	Iteration 49Q: 3 clusters Score -2679288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2679288.500000 Penalty: 4950.210938
	Iteration 50Q: 3 clusters Score -2679288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2679291.750000 Penalty: 4950.210938
	Iteration 51Q: 3 clusters Score -2679292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2679292.000000 Penalty: 4950.210938
	Iteration 52Q: 3 clusters Score -2679292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2679290.750000 Penalty: 4950.210938
	Iteration 53Q: 3 clusters Score -2679291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2679293.000000 Penalty: 4950.210938
	Iteration 54Q: 3 clusters Score -2679293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2679299.250000 Penalty: 4950.210938
	Iteration 55Q: 3 clusters Score -2679299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2679293.250000 Penalty: 4950.210938
	Iteration 56Q: 3 clusters Score -2679293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2679292.250000 Penalty: 4950.210938
	Iteration 57Q: 3 clusters Score -2679292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2679292.000000 Penalty: 4950.210938
	Iteration 58Q: 3 clusters Score -2679292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2679293.250000 Penalty: 4950.210938
	Iteration 59Q: 3 clusters Score -2679293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2679296.250000 Penalty: 4950.210938
	Iteration 60F: 3 clusters Score -2679296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2679306.250000 Penalty: 4950.210938
	Iteration 61Q: 3 clusters Score -2679306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2679298.750000 Penalty: 4950.210938
	Iteration 62Q: 3 clusters Score -2679299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2679301.750000 Penalty: 4950.210938
	Iteration 63Q: 3 clusters Score -2679302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2679302.750000 Penalty: 4950.210938
	Iteration 64Q: 3 clusters Score -2679303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2679297.250000 Penalty: 4950.210938
	Iteration 65Q: 3 clusters Score -2679297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2679304.500000 Penalty: 4950.210938
	Iteration 66Q: 3 clusters Score -2679304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2679306.000000 Penalty: 4950.210938
	Iteration 67Q: 3 clusters Score -2679306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2679313.750000 Penalty: 4950.210938
	Iteration 68Q: 3 clusters Score -2679314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2679311.250000 Penalty: 4950.210938
	Iteration 69Q: 3 clusters Score -2679311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2679307.000000 Penalty: 4950.210938
	Iteration 70Q: 3 clusters Score -2679307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2679302.750000 Penalty: 4950.210938
	Iteration 71Q: 3 clusters Score -2679303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2679307.750000 Penalty: 4950.210938
	Iteration 72Q: 3 clusters Score -2679308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2679310.250000 Penalty: 4950.210938
	Iteration 73Q: 3 clusters Score -2679310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2679313.500000 Penalty: 4950.210938
	Iteration 74Q: 3 clusters Score -2679314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2679313.000000 Penalty: 4950.210938
	Iteration 75Q: 3 clusters Score -2679313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2679315.500000 Penalty: 4950.210938
	Iteration 76Q: 3 clusters Score -2679316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2679317.500000 Penalty: 4950.210938
	Iteration 77Q: 3 clusters Score -2679318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2679324.000000 Penalty: 4950.210938
	Iteration 78Q: 3 clusters Score -2679324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2679320.750000 Penalty: 4950.210938
	Iteration 79Q: 3 clusters Score -2679321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2679325.250000 Penalty: 4950.210938
	Iteration 80F: 3 clusters Score -2679325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2679326.750000 Penalty: 4950.210938
	Iteration 81Q: 3 clusters Score -2679327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2679332.500000 Penalty: 4950.210938
	Iteration 82Q: 3 clusters Score -2679332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2679328.500000 Penalty: 4950.210938
	Iteration 83Q: 3 clusters Score -2679328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2679330.000000 Penalty: 4950.210938
	Iteration 84Q: 3 clusters Score -2679330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2679335.000000 Penalty: 4950.210938
	Iteration 85Q: 3 clusters Score -2679335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2679334.500000 Penalty: 4950.210938
	Iteration 86Q: 3 clusters Score -2679334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2679340.500000 Penalty: 4950.210938
	Iteration 87Q: 3 clusters Score -2679340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2679337.500000 Penalty: 4950.210938
	Iteration 88Q: 3 clusters Score -2679338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2679344.250000 Penalty: 4950.210938
	Iteration 89Q: 3 clusters Score -2679344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2679617.500000 Penalty: 4950.210938
	Iteration 183Q: 3 clusters Score -2679618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2679620.250000 Penalty: 4950.210938
	Iteration 184Q: 3 clusters Score -2679620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2679621.750000 Penalty: 4950.210938
	Iteration 185Q: 3 clusters Score -2679622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2679625.750000 Penalty: 4950.210938
	Iteration 186Q: 3 clusters Score -2679626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2679629.750000 Penalty: 4950.210938
	Iteration 187Q: 3 clusters Score -2679630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2679630.750000 Penalty: 4950.210938
	Iteration 188Q: 3 clusters Score -2679631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2679633.000000 Penalty: 4950.210938
	Iteration 189Q: 3 clusters Score -2679633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2679635.000000 Penalty: 4950.210938
	Iteration 190Q: 3 clusters Score -2679635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2679633.500000 Penalty: 4950.210938
	Iteration 191Q: 3 clusters Score -2679634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2679634.000000 Penalty: 4950.210938
	Iteration 192Q: 3 clusters Score -2679634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2679632.750000 Penalty: 4950.210938
	Iteration 193Q: 3 clusters Score -2679633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2679629.250000 Penalty: 4950.210938
	Iteration 194Q: 3 clusters Score -2679629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2679628.000000 Penalty: 4950.210938
	Iteration 195Q: 3 clusters Score -2679628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2679625.750000 Penalty: 4950.210938
	Iteration 196Q: 3 clusters Score -2679626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2679629.000000 Penalty: 4950.210938
	Iteration 197Q: 3 clusters Score -2679629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2679624.500000 Penalty: 4950.210938
	Iteration 198Q: 3 clusters Score -2679624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2679626.750000 Penalty: 4950.210938
	Iteration 199Q: 3 clusters Score -2679627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2679630.000000 Penalty: 4950.210938
	Iteration 200F: 3 clusters Score -2679630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2679634.250000 Penalty: 4950.210938
	Iteration 201Q: 3 clusters Score -2679634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2679634.250000 Penalty: 4950.210938
	Iteration 202Q: 3 clusters Score -2679634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2679629.500000 Penalty: 4950.210938
	Iteration 203Q: 3 clusters Score -2679630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2679625.000000 Penalty: 4950.210938
	Iteration 204Q: 3 clusters Score -2679625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2679632.500000 Penalty: 4950.210938
	Iteration 205Q: 3 clusters Score -2679632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2679640.000000 Penalty: 4950.210938
	Iteration 206Q: 3 clusters Score -2679640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2679640.000000 Penalty: 4950.210938
	Iteration 207Q: 3 clusters Score -2679640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2679639.750000 Penalty: 4950.210938
	Iteration 208Q: 3 clusters Score -2679640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2679643.500000 Penalty: 4950.210938
	Iteration 209Q: 3 clusters Score -2679644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2679645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2679648.500000 Penalty: 4950.210938
	Iteration 211Q: 3 clusters Score -2679648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2679651.500000 Penalty: 4950.210938
	Iteration 212Q: 3 clusters Score -2679652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2679655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2679652.250000 Penalty: 4950.210938
	Iteration 214Q: 3 clusters Score -2679652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2679651.250000 Penalty: 4950.210938
	Iteration 215Q: 3 clusters Score -2679651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2679657.000000 Penalty: 4950.210938
	Iteration 216Q: 3 clusters Score -2679657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2679663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2679666.500000 Penalty: 4950.210938
	Iteration 218Q: 3 clusters Score -2679666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2679660.000000 Penalty: 4950.210938
	Iteration 219Q: 3 clusters Score -2679660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2679664.000000 Penalty: 4950.210938
	Iteration 220F: 3 clusters Score -2679664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2679669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2679664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2679671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2679674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2679684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2679683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2679686.000000 Penalty: 4950.210938
	Iteration 227Q: 3 clusters Score -2679686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2679695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2679694.500000 Penalty: 4950.210938
	Iteration 229Q: 3 clusters Score -2679694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2679701.500000 Penalty: 4950.210938
	Iteration 230Q: 3 clusters Score -2679702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2679709.000000 Penalty: 4950.210938
	Iteration 231Q: 3 clusters Score -2679709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2679711.500000 Penalty: 4950.210938
	Iteration 232Q: 3 clusters Score -2679712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2679714.500000 Penalty: 4950.210938
	Iteration 233Q: 3 clusters Score -2679714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2679716.750000 Penalty: 4950.210938
	Iteration 234Q: 3 clusters Score -2679717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2679713.750000 Penalty: 4950.210938
	Iteration 235Q: 3 clusters Score -2679714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2679714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2679726.000000 Penalty: 4950.210938
	Iteration 237Q: 3 clusters Score -2679726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2679729.750000 Penalty: 4950.210938
	Iteration 238Q: 3 clusters Score -2679730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2679734.750000 Penalty: 4950.210938
	Iteration 239Q: 3 clusters Score -2679735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2679731.500000 Penalty: 4950.210938
	Iteration 240F: 3 clusters Score -2679732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2679739.750000 Penalty: 4950.210938
	Iteration 241Q: 3 clusters Score -2679740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2679744.250000 Penalty: 4950.210938
	Iteration 242Q: 3 clusters Score -2679744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2679746.500000 Penalty: 4950.210938
	Iteration 243Q: 3 clusters Score -2679746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2679742.000000 Penalty: 4950.210938
	Iteration 244Q: 3 clusters Score -2679742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2679745.000000 Penalty: 4950.210938
	Iteration 245Q: 3 clusters Score -2679745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2679746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2679752.500000 Penalty: 4950.210938
	Iteration 247Q: 3 clusters Score -2679752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2679753.250000 Penalty: 4950.210938
	Iteration 248Q: 3 clusters Score -2679753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2679766.000000 Penalty: 4950.210938
	Iteration 249Q: 3 clusters Score -2679766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2679763.250000 Penalty: 4950.210938
	Iteration 250Q: 3 clusters Score -2679763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2679773.000000 Penalty: 4950.210938
	Iteration 251Q: 3 clusters Score -2679773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2679772.000000 Penalty: 4950.210938
	Iteration 252Q: 3 clusters Score -2679772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2679787.000000 Penalty: 4950.210938
	Iteration 253Q: 3 clusters Score -2679787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2679793.750000 Penalty: 4950.210938
	Iteration 254Q: 3 clusters Score -2679794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2679807.500000 Penalty: 4950.210938
	Iteration 255Q: 3 clusters Score -2679808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2679820.500000 Penalty: 4950.210938
	Iteration 256Q: 3 clusters Score -2679820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2679830.500000 Penalty: 4950.210938
	Iteration 257Q: 3 clusters Score -2679830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2679836.750000 Penalty: 4950.210938
	Iteration 258Q: 3 clusters Score -2679837 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2679846.000000 Penalty: 4950.210938
	Iteration 259Q: 3 clusters Score -2679846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2679859.750000 Penalty: 4950.210938
	Iteration 260F: 3 clusters Score -2679860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2679874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2679887.000000 Penalty: 4950.210938
	Iteration 262Q: 3 clusters Score -2679887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2679895.250000 Penalty: 4950.210938
	Iteration 263Q: 3 clusters Score -2679895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2679916.750000 Penalty: 4950.210938
	Iteration 264Q: 3 clusters Score -2679917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2679925.500000 Penalty: 4950.210938
	Iteration 265Q: 3 clusters Score -2679926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2679926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2679934.000000 Penalty: 4950.210938
	Iteration 267Q: 3 clusters Score -2679934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2679944.500000 Penalty: 4950.210938
	Iteration 268Q: 3 clusters Score -2679944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2679957.250000 Penalty: 4950.210938
	Iteration 269Q: 3 clusters Score -2679957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2679965.750000 Penalty: 4950.210938
	Iteration 270Q: 3 clusters Score -2679966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2679996.750000 Penalty: 4950.210938
	Iteration 271Q: 3 clusters Score -2679997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2680012.250000 Penalty: 4950.210938
	Iteration 272Q: 3 clusters Score -2680012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2680023.500000 Penalty: 4950.210938
	Iteration 273Q: 3 clusters Score -2680024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2680029.750000 Penalty: 4950.210938
	Iteration 274Q: 3 clusters Score -2680030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2680056.000000 Penalty: 4950.210938
	Iteration 275Q: 3 clusters Score -2680056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2680063.500000 Penalty: 4950.210938
	Iteration 276Q: 3 clusters Score -2680064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2680079.000000 Penalty: 4950.210938
	Iteration 277Q: 3 clusters Score -2680079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2680093.500000 Penalty: 4950.210938
	Iteration 278Q: 3 clusters Score -2680094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2680104.000000 Penalty: 4950.210938
	Iteration 279Q: 3 clusters Score -2680104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2680107.000000 Penalty: 4950.210938
	Iteration 280F: 3 clusters Score -2680107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2680125.000000 Penalty: 4950.210938
	Iteration 281Q: 3 clusters Score -2680125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2680145.500000 Penalty: 4950.210938
	Iteration 282Q: 3 clusters Score -2680146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2680163.500000 Penalty: 4950.210938
	Iteration 283Q: 3 clusters Score -2680164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2680184.750000 Penalty: 4950.210938
	Iteration 284Q: 3 clusters Score -2680185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2680209.500000 Penalty: 4950.210938
	Iteration 285Q: 3 clusters Score -2680210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2680219.500000 Penalty: 4950.210938
	Iteration 286Q: 3 clusters Score -2680220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2680239.250000 Penalty: 4950.210938
	Iteration 287Q: 3 clusters Score -2680239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2680265.250000 Penalty: 4950.210938
	Iteration 288Q: 3 clusters Score -2680265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2680288.000000 Penalty: 4950.210938
	Iteration 289Q: 3 clusters Score -2680288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2680314.750000 Penalty: 4950.210938
	Iteration 290Q: 3 clusters Score -2680315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2680354.500000 Penalty: 4950.210938
	Iteration 291Q: 3 clusters Score -2680354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2680384.000000 Penalty: 4950.210938
	Iteration 292Q: 3 clusters Score -2680384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2680412.000000 Penalty: 4950.210938
	Iteration 293Q: 3 clusters Score -2680412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2680443.000000 Penalty: 4950.210938
	Iteration 294Q: 3 clusters Score -2680443 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2680480.250000 Penalty: 4950.210938
	Iteration 295Q: 3 clusters Score -2680480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2680504.750000 Penalty: 4950.210938
	Iteration 296Q: 3 clusters Score -2680505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2680523.250000 Penalty: 4950.210938
	Iteration 297Q: 3 clusters Score -2680523 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2680552.000000 Penalty: 4950.210938
	Iteration 298Q: 3 clusters Score -2680552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2680577.750000 Penalty: 4950.210938
	Iteration 299Q: 3 clusters Score -2680578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2680593.750000 Penalty: 4950.210938
	Iteration 300F: 3 clusters Score -2680594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2680622.000000 Penalty: 4950.210938
	Iteration 301Q: 3 clusters Score -2680622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2680659.750000 Penalty: 4950.210938
	Iteration 302Q: 3 clusters Score -2680660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2680688.500000 Penalty: 4950.210938
	Iteration 303Q: 3 clusters Score -2680688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2680717.000000 Penalty: 4950.210938
	Iteration 304Q: 3 clusters Score -2680717 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2680745.500000 Penalty: 4950.210938
	Iteration 305Q: 3 clusters Score -2680746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2680812.500000 Penalty: 4950.210938
	Iteration 306Q: 3 clusters Score -2680812 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2680872.750000 Penalty: 4950.210938
	Iteration 307Q: 3 clusters Score -2680873 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2680915.750000 Penalty: 4950.210938
	Iteration 308Q: 3 clusters Score -2680916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2680974.750000 Penalty: 4950.210938
	Iteration 309Q: 3 clusters Score -2680975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2681027.250000 Penalty: 4950.210938
	Iteration 310Q: 3 clusters Score -2681027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2681090.500000 Penalty: 4950.210938
	Iteration 311Q: 3 clusters Score -2681090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2681155.000000 Penalty: 4950.210938
	Iteration 312Q: 3 clusters Score -2681155 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2681219.000000 Penalty: 4950.210938
	Iteration 313Q: 3 clusters Score -2681219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2681267.750000 Penalty: 4950.210938
	Iteration 314Q: 3 clusters Score -2681268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2681293.250000 Penalty: 4950.210938
	Iteration 315Q: 3 clusters Score -2681293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2681322.500000 Penalty: 4950.210938
	Iteration 316Q: 3 clusters Score -2681322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2681356.500000 Penalty: 4950.210938
	Iteration 317Q: 3 clusters Score -2681356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2681397.000000 Penalty: 4950.210938
	Iteration 318Q: 3 clusters Score -2681397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2681416.000000 Penalty: 4950.210938
	Iteration 319Q: 3 clusters Score -2681416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2681445.750000 Penalty: 4950.210938
	Iteration 320F: 3 clusters Score -2681446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2681484.750000 Penalty: 4950.210938
	Iteration 321Q: 3 clusters Score -2681485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2681519.000000 Penalty: 4950.210938
	Iteration 322Q: 3 clusters Score -2681519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2681549.000000 Penalty: 4950.210938
	Iteration 323Q: 3 clusters Score -2681549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2681565.500000 Penalty: 4950.210938
	Iteration 324Q: 3 clusters Score -2681566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2681573.250000 Penalty: 4950.210938
	Iteration 325Q: 3 clusters Score -2681573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2681590.500000 Penalty: 4950.210938
	Iteration 326Q: 3 clusters Score -2681590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2681604.750000 Penalty: 4950.210938
	Iteration 327Q: 3 clusters Score -2681605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2681628.250000 Penalty: 4950.210938
	Iteration 328Q: 3 clusters Score -2681628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2681644.750000 Penalty: 4950.210938
	Iteration 329Q: 3 clusters Score -2681645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2681666.250000 Penalty: 4950.210938
	Iteration 330Q: 3 clusters Score -2681666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2681675.250000 Penalty: 4950.210938
	Iteration 331Q: 3 clusters Score -2681675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2681680.250000 Penalty: 4950.210938
	Iteration 332Q: 3 clusters Score -2681680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2681680.750000 Penalty: 4950.210938
	Iteration 333Q: 3 clusters Score -2681681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2681691.250000 Penalty: 4950.210938
	Iteration 334Q: 3 clusters Score -2681691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2681693.500000 Penalty: 4950.210938
	Iteration 335Q: 3 clusters Score -2681694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2681703.250000 Penalty: 4950.210938
	Iteration 336Q: 3 clusters Score -2681703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2681708.500000 Penalty: 4950.210938
	Iteration 337Q: 3 clusters Score -2681708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2681702.250000 Penalty: 4950.210938
	Iteration 338Q: 3 clusters Score -2681702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2681709.750000 Penalty: 4950.210938
	Iteration 339Q: 3 clusters Score -2681710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2681710.000000 Penalty: 4950.210938
	Iteration 340F: 3 clusters Score -2681710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2681711.000000 Penalty: 4950.210938
	Iteration 341Q: 3 clusters Score -2681711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2681715.250000 Penalty: 4950.210938
	Iteration 342Q: 3 clusters Score -2681715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2681714.750000 Penalty: 4950.210938
	Iteration 343Q: 3 clusters Score -2681715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2681723.000000 Penalty: 4950.210938
	Iteration 344Q: 3 clusters Score -2681723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2681724.500000 Penalty: 4950.210938
	Iteration 345Q: 3 clusters Score -2681724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2681725.500000 Penalty: 4950.210938
	Iteration 346Q: 3 clusters Score -2681726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2681724.000000 Penalty: 4950.210938
	Iteration 347Q: 3 clusters Score -2681724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2681727.750000 Penalty: 4950.210938
	Iteration 348Q: 3 clusters Score -2681728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2681731.750000 Penalty: 4950.210938
	Iteration 349Q: 3 clusters Score -2681732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2681735.500000 Penalty: 4950.210938
	Iteration 350Q: 3 clusters Score -2681736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2681735.500000 Penalty: 4950.210938
	Iteration 351F: 3 clusters Score -2681736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -193347.093750 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -193347.1 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 862 members 
Entering Unmasked Estep 
Score: -190993.078125 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -190993.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191506.890625 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -191506.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191673.875000 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -191673.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191779.281250 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -191779.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191844.234375 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -191844.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191872.015625 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -191872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191885.812500 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -191885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191892.937500 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -191892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191897.312500 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -191897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191903.984375 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -191904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -191909.281250 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -191909.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191915.843750 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -191915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191925.953125 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -191926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191934.125000 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -191934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191937.343750 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -191937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191939.171875 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -191939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191939.781250 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -191939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191939.781250 Penalty: 3690.604004
	Iteration 17F: 3 clusters Score -191939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39985 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 164608 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86154 members 
Mstep: Class 13 contains 331348 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38315 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49343 members 
Mstep: Class 37 contains 112789 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3518 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21596 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007248.000000 Penalty: 166335.640625
Iteration 239Q: 49 clusters Score -1.420072e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39985 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 25173 members 
Mstep: Class 10 contains 164607 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86115 members 
Mstep: Class 13 contains 331375 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51772 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49350 members 
Mstep: Class 37 contains 112790 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3524 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21595 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 240F: 49 clusters Score -1.420074e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39984 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 25171 members 
Mstep: Class 10 contains 164604 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 86074 members 
Mstep: Class 13 contains 331397 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51773 members 
Mstep: Class 29 contains 12708 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49358 members 
Mstep: Class 37 contains 112798 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21594 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007312.000000 Penalty: 166335.640625
Iteration 241Q: 49 clusters Score -1.420073e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39984 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 25170 members 
Mstep: Class 10 contains 164601 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 86034 members 
Mstep: Class 13 contains 331421 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51776 members 
Mstep: Class 29 contains 12702 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49362 members 
Mstep: Class 37 contains 112803 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3547 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21594 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 242Q: 49 clusters Score -1.420073e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39983 members 
Mstep: Class 3 contains 32764 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 25170 members 
Mstep: Class 10 contains 164598 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 85984 members 
Mstep: Class 13 contains 331459 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51780 members 
Mstep: Class 29 contains 12699 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49365 members 
Mstep: Class 37 contains 112806 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3557 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21595 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 166335.640625
Iteration 243Q: 49 clusters Score -1.420073e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39982 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 25171 members 
Mstep: Class 10 contains 164595 members 
Mstep: Class 11 contains 18171 members 
Mstep: Class 12 contains 85932 members 
Mstep: Class 13 contains 331506 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51781 members 
Mstep: Class 29 contains 12696 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49374 members 
Mstep: Class 37 contains 112806 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3564 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21593 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007424.000000 Penalty: 166335.640625
Iteration 244Q: 49 clusters Score -1.420074e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39979 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 25173 members 
Mstep: Class 10 contains 164595 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 85894 members 
Mstep: Class 13 contains 331539 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11620 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51782 members 
Mstep: Class 29 contains 12692 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49378 members 
Mstep: Class 37 contains 112810 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3568 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21592 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 245Q: 49 clusters Score -1.420073e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 39978 members 
Mstep: Class 3 contains 32757 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25172 members 
Mstep: Class 10 contains 164592 members 
Mstep: Class 11 contains 18167 members 
Mstep: Class 12 contains 85845 members 
Mstep: Class 13 contains 331587 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38325 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51783 members 
Mstep: Class 29 contains 12689 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49381 members 
Mstep: Class 37 contains 112806 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3583 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21592 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 246Q: 49 clusters Score -1.420075e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25170 members 
Mstep: Class 10 contains 164588 members 
Mstep: Class 11 contains 18167 members 
Mstep: Class 12 contains 85820 members 
Mstep: Class 13 contains 331620 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51784 members 
Mstep: Class 29 contains 12689 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49385 members 
Mstep: Class 37 contains 112800 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3590 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21592 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 247Q: 49 clusters Score -1.420075e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25171 members 
Mstep: Class 10 contains 164589 members 
Mstep: Class 11 contains 18166 members 
Mstep: Class 12 contains 85790 members 
Mstep: Class 13 contains 331652 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51784 members 
Mstep: Class 29 contains 12685 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49386 members 
Mstep: Class 37 contains 112799 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3599 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21591 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007552.000000 Penalty: 166335.640625
Iteration 248Q: 49 clusters Score -1.420076e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25169 members 
Mstep: Class 10 contains 164584 members 
Mstep: Class 11 contains 18164 members 
Mstep: Class 12 contains 85755 members 
Mstep: Class 13 contains 331681 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51786 members 
Mstep: Class 29 contains 12681 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49390 members 
Mstep: Class 37 contains 112799 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3612 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21591 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 166335.640625
Iteration 249Q: 49 clusters Score -1.420077e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25168 members 
Mstep: Class 10 contains 164579 members 
Mstep: Class 11 contains 18162 members 
Mstep: Class 12 contains 85727 members 
Mstep: Class 13 contains 331696 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51787 members 
Mstep: Class 29 contains 12677 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28004 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49402 members 
Mstep: Class 37 contains 112797 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3630 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21590 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007616.000000 Penalty: 166335.640625
Iteration 250Q: 49 clusters Score -1.420076e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39978 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10429 members 
Mstep: Class 9 contains 25165 members 
Mstep: Class 10 contains 164575 members 
Mstep: Class 11 contains 18155 members 
Mstep: Class 12 contains 85686 members 
Mstep: Class 13 contains 331737 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51784 members 
Mstep: Class 29 contains 12675 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28005 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49408 members 
Mstep: Class 37 contains 112791 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3648 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21590 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007680.000000 Penalty: 166335.640625
Iteration 251Q: 49 clusters Score -1.420077e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39979 members 
Mstep: Class 3 contains 32751 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 25161 members 
Mstep: Class 10 contains 164575 members 
Mstep: Class 11 contains 18148 members 
Mstep: Class 12 contains 85636 members 
Mstep: Class 13 contains 331793 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38320 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16441 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51782 members 
Mstep: Class 29 contains 12673 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28006 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49415 members 
Mstep: Class 37 contains 112781 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 3661 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21590 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 252Q: 49 clusters Score -1.420075e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39981 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25162 members 
Mstep: Class 10 contains 164571 members 
Mstep: Class 11 contains 18144 members 
Mstep: Class 12 contains 85587 members 
Mstep: Class 13 contains 331837 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51779 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28007 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49421 members 
Mstep: Class 37 contains 112780 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3674 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21589 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 253Q: 49 clusters Score -1.420073e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39980 members 
Mstep: Class 3 contains 32750 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25161 members 
Mstep: Class 10 contains 164569 members 
Mstep: Class 11 contains 18142 members 
Mstep: Class 12 contains 85525 members 
Mstep: Class 13 contains 331902 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38319 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51777 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28008 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49428 members 
Mstep: Class 37 contains 112762 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3694 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21589 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 254Q: 49 clusters Score -1.420074e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39979 members 
Mstep: Class 3 contains 32752 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25161 members 
Mstep: Class 10 contains 164566 members 
Mstep: Class 11 contains 18144 members 
Mstep: Class 12 contains 85458 members 
Mstep: Class 13 contains 331968 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38318 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16440 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51775 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28008 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49435 members 
Mstep: Class 37 contains 112748 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3704 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21589 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007376.000000 Penalty: 166335.640625
Iteration 255Q: 49 clusters Score -1.420074e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25161 members 
Mstep: Class 10 contains 164565 members 
Mstep: Class 11 contains 18144 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 332012 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38321 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51772 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28008 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49444 members 
Mstep: Class 37 contains 112748 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3717 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21587 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007440.000000 Penalty: 166335.640625
Iteration 256Q: 49 clusters Score -1.420074e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32753 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25159 members 
Mstep: Class 10 contains 164561 members 
Mstep: Class 11 contains 18147 members 
Mstep: Class 12 contains 85343 members 
Mstep: Class 13 contains 332030 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28009 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49460 members 
Mstep: Class 37 contains 112756 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3735 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007328.000000 Penalty: 166335.640625
Iteration 257Q: 49 clusters Score -1.420073e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39976 members 
Mstep: Class 3 contains 32752 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25158 members 
Mstep: Class 10 contains 164553 members 
Mstep: Class 11 contains 18146 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 332070 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38326 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51770 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28009 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49478 members 
Mstep: Class 37 contains 112758 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3763 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 258Q: 49 clusters Score -1.420074e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39975 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25155 members 
Mstep: Class 10 contains 164550 members 
Mstep: Class 11 contains 18142 members 
Mstep: Class 12 contains 85164 members 
Mstep: Class 13 contains 332128 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38328 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51769 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28010 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49497 members 
Mstep: Class 37 contains 112760 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3791 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21583 members 
Mstep: Class 48 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007296.000000 Penalty: 166335.640625
Iteration 259Q: 49 clusters Score -1.420073e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 39976 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25154 members 
Mstep: Class 10 contains 164548 members 
Mstep: Class 11 contains 18137 members 
Mstep: Class 12 contains 85062 members 
Mstep: Class 13 contains 332200 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38326 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51768 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28009 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49514 members 
Mstep: Class 37 contains 112760 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 3818 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21580 members 
Mstep: Class 48 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007296.000000 Penalty: 166335.640625
Iteration 260F: 49 clusters Score -1.420073e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 39977 members 
Mstep: Class 3 contains 32754 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12920 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25151 members 
Mstep: Class 10 contains 164541 members 
Mstep: Class 11 contains 18135 members 
Mstep: Class 12 contains 84950 members 
Mstep: Class 13 contains 332307 members 
Mstep: Class 14 contains 5935 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38323 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51769 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28009 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49526 members 
Mstep: Class 37 contains 112756 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5921 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21578 members 
Mstep: Class 48 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007408.000000 Penalty: 166335.640625
Iteration 261Q: 49 clusters Score -1.420074e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 32754 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25147 members 
Mstep: Class 10 contains 164531 members 
Mstep: Class 11 contains 18134 members 
Mstep: Class 12 contains 84827 members 
Mstep: Class 13 contains 332410 members 
Mstep: Class 14 contains 5932 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11614 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38327 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28010 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49541 members 
Mstep: Class 37 contains 112751 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21579 members 
Mstep: Class 48 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007280.000000 Penalty: 166335.640625
Iteration 262Q: 49 clusters Score -1.420073e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 32757 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12917 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25144 members 
Mstep: Class 10 contains 164525 members 
Mstep: Class 11 contains 18130 members 
Mstep: Class 12 contains 84707 members 
Mstep: Class 13 contains 332512 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11608 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38330 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51774 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28012 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49564 members 
Mstep: Class 37 contains 112737 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3892 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21576 members 
Mstep: Class 48 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007232.000000 Penalty: 166335.640625
Iteration 263Q: 49 clusters Score -1.420072e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39971 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 25137 members 
Mstep: Class 10 contains 164508 members 
Mstep: Class 11 contains 18124 members 
Mstep: Class 12 contains 84557 members 
Mstep: Class 13 contains 332658 members 
Mstep: Class 14 contains 5924 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11605 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38334 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51770 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28013 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49579 members 
Mstep: Class 37 contains 112722 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 3931 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21575 members 
Mstep: Class 48 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 264Q: 49 clusters Score -1.420073e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 32766 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25131 members 
Mstep: Class 10 contains 164483 members 
Mstep: Class 11 contains 18115 members 
Mstep: Class 12 contains 84392 members 
Mstep: Class 13 contains 332815 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38330 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51772 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28013 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49594 members 
Mstep: Class 37 contains 112702 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 3981 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21574 members 
Mstep: Class 48 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007456.000000 Penalty: 166335.640625
Iteration 265Q: 49 clusters Score -1.420075e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 32771 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25118 members 
Mstep: Class 10 contains 164468 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 84210 members 
Mstep: Class 13 contains 332954 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38335 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51776 members 
Mstep: Class 29 contains 12667 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49621 members 
Mstep: Class 37 contains 112684 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 4038 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21573 members 
Mstep: Class 48 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007472.000000 Penalty: 166335.640625
Iteration 266Q: 49 clusters Score -1.420075e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39975 members 
Mstep: Class 3 contains 32784 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 25105 members 
Mstep: Class 10 contains 164459 members 
Mstep: Class 11 contains 18105 members 
Mstep: Class 12 contains 84008 members 
Mstep: Class 13 contains 333125 members 
Mstep: Class 14 contains 5920 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11602 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38343 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51770 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49638 members 
Mstep: Class 37 contains 112652 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 4098 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21569 members 
Mstep: Class 48 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007488.000000 Penalty: 166335.640625
Iteration 267Q: 49 clusters Score -1.420075e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39975 members 
Mstep: Class 3 contains 32788 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 25107 members 
Mstep: Class 10 contains 164449 members 
Mstep: Class 11 contains 18101 members 
Mstep: Class 12 contains 83763 members 
Mstep: Class 13 contains 333304 members 
Mstep: Class 14 contains 5916 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11602 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38349 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51771 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 28017 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49656 members 
Mstep: Class 37 contains 112624 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 4178 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21565 members 
Mstep: Class 48 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007344.000000 Penalty: 166335.640625
Iteration 268Q: 49 clusters Score -1.420073e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39981 members 
Mstep: Class 3 contains 32787 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12922 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25112 members 
Mstep: Class 10 contains 164432 members 
Mstep: Class 11 contains 18100 members 
Mstep: Class 12 contains 83480 members 
Mstep: Class 13 contains 333511 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51761 members 
Mstep: Class 29 contains 12672 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28017 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49679 members 
Mstep: Class 37 contains 112599 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 4276 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21559 members 
Mstep: Class 48 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007488.000000 Penalty: 166335.640625
Iteration 269Q: 49 clusters Score -1.420075e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 39987 members 
Mstep: Class 3 contains 32787 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 25110 members 
Mstep: Class 10 contains 164413 members 
Mstep: Class 11 contains 18096 members 
Mstep: Class 12 contains 83183 members 
Mstep: Class 13 contains 333701 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11598 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38357 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51760 members 
Mstep: Class 29 contains 12672 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28016 members 
Mstep: Class 35 contains 4895 members 
Mstep: Class 36 contains 49708 members 
Mstep: Class 37 contains 112575 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21558 members 
Mstep: Class 48 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007536.000000 Penalty: 166335.640625
Iteration 270Q: 49 clusters Score -1.420075e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 39987 members 
Mstep: Class 3 contains 32790 members 
Mstep: Class 4 contains 6012 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10424 members 
Mstep: Class 9 contains 25096 members 
Mstep: Class 10 contains 164401 members 
Mstep: Class 11 contains 18089 members 
Mstep: Class 12 contains 82862 members 
Mstep: Class 13 contains 333916 members 
Mstep: Class 14 contains 5909 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38361 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5707 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51754 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 49739 members 
Mstep: Class 37 contains 112535 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21560 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007776.000000 Penalty: 166335.640625
Iteration 271Q: 49 clusters Score -1.420078e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39981 members 
Mstep: Class 3 contains 32793 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 10 contains 164369 members 
Mstep: Class 11 contains 18086 members 
Mstep: Class 12 contains 82594 members 
Mstep: Class 13 contains 334082 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38361 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12672 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 49783 members 
Mstep: Class 37 contains 112491 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21552 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007728.000000 Penalty: 166335.640625
Iteration 272Q: 49 clusters Score -1.420077e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39982 members 
Mstep: Class 3 contains 32790 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 10 contains 164339 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 82245 members 
Mstep: Class 13 contains 334299 members 
Mstep: Class 14 contains 5905 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11595 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51753 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3462 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28018 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 49819 members 
Mstep: Class 37 contains 112443 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 4909 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21548 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007584.000000 Penalty: 166335.640625
Iteration 273Q: 49 clusters Score -1.420076e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39983 members 
Mstep: Class 3 contains 32788 members 
Mstep: Class 4 contains 6012 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10418 members 
Mstep: Class 9 contains 25088 members 
Mstep: Class 10 contains 164302 members 
Mstep: Class 11 contains 18079 members 
Mstep: Class 12 contains 81862 members 
Mstep: Class 13 contains 334536 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38347 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51753 members 
Mstep: Class 29 contains 12673 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28023 members 
Mstep: Class 35 contains 4893 members 
Mstep: Class 36 contains 49855 members 
Mstep: Class 37 contains 112371 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 5141 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21544 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007600.000000 Penalty: 166335.640625
Iteration 274Q: 49 clusters Score -1.420076e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39986 members 
Mstep: Class 3 contains 32787 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10417 members 
Mstep: Class 9 contains 25084 members 
Mstep: Class 10 contains 164285 members 
Mstep: Class 11 contains 18075 members 
Mstep: Class 12 contains 81425 members 
Mstep: Class 13 contains 334753 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5704 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16432 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51752 members 
Mstep: Class 29 contains 12682 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28026 members 
Mstep: Class 35 contains 4891 members 
Mstep: Class 36 contains 49904 members 
Mstep: Class 37 contains 112337 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 5372 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21537 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007792.000000 Penalty: 166335.640625
Iteration 275Q: 49 clusters Score -1.420078e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39990 members 
Mstep: Class 3 contains 32782 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10417 members 
Mstep: Class 9 contains 25069 members 
Mstep: Class 10 contains 164253 members 
Mstep: Class 11 contains 18071 members 
Mstep: Class 12 contains 80934 members 
Mstep: Class 13 contains 335008 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11595 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38351 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5702 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51752 members 
Mstep: Class 29 contains 12678 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28028 members 
Mstep: Class 35 contains 4888 members 
Mstep: Class 36 contains 49949 members 
Mstep: Class 37 contains 112343 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 5623 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5923 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21535 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142007888.000000 Penalty: 166335.640625
Iteration 276Q: 49 clusters Score -1.420079e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 39994 members 
Mstep: Class 3 contains 32786 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10418 members 
Mstep: Class 9 contains 25054 members 
Mstep: Class 10 contains 164215 members 
Mstep: Class 11 contains 18053 members 
Mstep: Class 12 contains 80456 members 
Mstep: Class 13 contains 335235 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38346 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5702 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51755 members 
Mstep: Class 29 contains 12680 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28031 members 
Mstep: Class 35 contains 4885 members 
Mstep: Class 36 contains 49994 members 
Mstep: Class 37 contains 112343 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 5903 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21535 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008256.000000 Penalty: 166335.640625
Iteration 277Q: 49 clusters Score -1.420083e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 39999 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10417 members 
Mstep: Class 9 contains 25038 members 
Mstep: Class 10 contains 164156 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 79954 members 
Mstep: Class 13 contains 335507 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38335 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5702 members 
Mstep: Class 22 contains 5082 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51759 members 
Mstep: Class 29 contains 12683 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28036 members 
Mstep: Class 35 contains 4884 members 
Mstep: Class 36 contains 50043 members 
Mstep: Class 37 contains 112330 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 6211 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5921 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21529 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008096.000000 Penalty: 166335.640625
Iteration 278Q: 49 clusters Score -1.420081e+08 nChanged 1629
Entering ConstructFrom: 
Score: -142008096.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Entering Unmasked Estep 
Score: -890381.062500 Penalty: 2206.625244
	Iteration 0F: 2 clusters Score -890381.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -884484.062500 Penalty: 4413.250488
	Iteration 0F: 3 clusters Score -884484.1 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -886078.562500 Penalty: 4413.250488
	Iteration 1F: 3 clusters Score -886078.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -886381.500000 Penalty: 4413.250488
	Iteration 2F: 3 clusters Score -886381.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -886609.687500 Penalty: 4413.250488
	Iteration 3F: 3 clusters Score -886609.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -886821.875000 Penalty: 4413.250488
	Iteration 4Q: 3 clusters Score -886821.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -887006.812500 Penalty: 4413.250488
	Iteration 5Q: 3 clusters Score -887006.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -887183.437500 Penalty: 4413.250488
	Iteration 6Q: 3 clusters Score -887183.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -887351.125000 Penalty: 4413.250488
	Iteration 7Q: 3 clusters Score -887351.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -887575.937500 Penalty: 4413.250488
	Iteration 8Q: 3 clusters Score -887575.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -887823.562500 Penalty: 4413.250488
	Iteration 9Q: 3 clusters Score -887823.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -888053.750000 Penalty: 4413.250488
	Iteration 10Q: 3 clusters Score -888053.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -888299.000000 Penalty: 4413.250488
	Iteration 11Q: 3 clusters Score -888299 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -888520.937500 Penalty: 4413.250488
	Iteration 12Q: 3 clusters Score -888520.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -888703.250000 Penalty: 4413.250488
	Iteration 13Q: 3 clusters Score -888703.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -888840.312500 Penalty: 4413.250488
	Iteration 14Q: 3 clusters Score -888840.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -888952.187500 Penalty: 4413.250488
	Iteration 15Q: 3 clusters Score -888952.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -889039.375000 Penalty: 4413.250488
	Iteration 16Q: 3 clusters Score -889039.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -889104.000000 Penalty: 4413.250488
	Iteration 17Q: 3 clusters Score -889104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -889143.000000 Penalty: 4413.250488
	Iteration 18Q: 3 clusters Score -889143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -889169.750000 Penalty: 4413.250488
	Iteration 19Q: 3 clusters Score -889169.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -889200.062500 Penalty: 4413.250488
	Iteration 20F: 3 clusters Score -889200.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -889215.875000 Penalty: 4413.250488
	Iteration 21Q: 3 clusters Score -889215.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -889228.875000 Penalty: 4413.250488
	Iteration 22Q: 3 clusters Score -889228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -889244.187500 Penalty: 4413.250488
	Iteration 23Q: 3 clusters Score -889244.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -889259.562500 Penalty: 4413.250488
	Iteration 24Q: 3 clusters Score -889259.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -889272.250000 Penalty: 4413.250488
	Iteration 25Q: 3 clusters Score -889272.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -889286.812500 Penalty: 4413.250488
	Iteration 26Q: 3 clusters Score -889286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -889295.937500 Penalty: 4413.250488
	Iteration 27Q: 3 clusters Score -889295.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -889301.875000 Penalty: 4413.250488
	Iteration 28Q: 3 clusters Score -889301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -889308.625000 Penalty: 4413.250488
	Iteration 29Q: 3 clusters Score -889308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -889312.625000 Penalty: 4413.250488
	Iteration 30Q: 3 clusters Score -889312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -889315.500000 Penalty: 4413.250488
	Iteration 31Q: 3 clusters Score -889315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -889317.812500 Penalty: 4413.250488
	Iteration 32Q: 3 clusters Score -889317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -889321.125000 Penalty: 4413.250488
	Iteration 33Q: 3 clusters Score -889321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -889324.437500 Penalty: 4413.250488
	Iteration 34Q: 3 clusters Score -889324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -889327.437500 Penalty: 4413.250488
	Iteration 35Q: 3 clusters Score -889327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -889330.687500 Penalty: 4413.250488
	Iteration 36Q: 3 clusters Score -889330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -889334.812500 Penalty: 4413.250488
	Iteration 37Q: 3 clusters Score -889334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -889334.250000 Penalty: 4413.250488
	Iteration 38Q: 3 clusters Score -889334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -889337.250000 Penalty: 4413.250488
	Iteration 39Q: 3 clusters Score -889337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -889338.250000 Penalty: 4413.250488
	Iteration 40F: 3 clusters Score -889338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -889340.937500 Penalty: 4413.250488
	Iteration 41Q: 3 clusters Score -889340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -889346.500000 Penalty: 4413.250488
	Iteration 42Q: 3 clusters Score -889346.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -889352.750000 Penalty: 4413.250488
	Iteration 43Q: 3 clusters Score -889352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -889356.125000 Penalty: 4413.250488
	Iteration 44Q: 3 clusters Score -889356.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -889362.062500 Penalty: 4413.250488
	Iteration 45Q: 3 clusters Score -889362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -889367.750000 Penalty: 4413.250488
	Iteration 46Q: 3 clusters Score -889367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -889380.187500 Penalty: 4413.250488
	Iteration 47Q: 3 clusters Score -889380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -889392.375000 Penalty: 4413.250488
	Iteration 48Q: 3 clusters Score -889392.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -889404.875000 Penalty: 4413.250488
	Iteration 49Q: 3 clusters Score -889404.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -889410.937500 Penalty: 4413.250488
	Iteration 50Q: 3 clusters Score -889410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -889417.625000 Penalty: 4413.250488
	Iteration 51Q: 3 clusters Score -889417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -889421.312500 Penalty: 4413.250488
	Iteration 52Q: 3 clusters Score -889421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -889422.062500 Penalty: 4413.250488
	Iteration 53Q: 3 clusters Score -889422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -889425.875000 Penalty: 4413.250488
	Iteration 54Q: 3 clusters Score -889425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -889426.062500 Penalty: 4413.250488
	Iteration 55Q: 3 clusters Score -889426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -889429.187500 Penalty: 4413.250488
	Iteration 56Q: 3 clusters Score -889429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -889432.375000 Penalty: 4413.250488
	Iteration 57Q: 3 clusters Score -889432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -889434.000000 Penalty: 4413.250488
	Iteration 58Q: 3 clusters Score -889434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -889434.750000 Penalty: 4413.250488
	Iteration 59Q: 3 clusters Score -889434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -889436.250000 Penalty: 4413.250488
	Iteration 60F: 3 clusters Score -889436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -889435.187500 Penalty: 4413.250488
	Iteration 61Q: 3 clusters Score -889435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -889435.250000 Penalty: 4413.250488
	Iteration 62Q: 3 clusters Score -889435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -889435.937500 Penalty: 4413.250488
	Iteration 63Q: 3 clusters Score -889435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -889435.937500 Penalty: 4413.250488
	Iteration 64F: 3 clusters Score -889435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Entering Unmasked Estep 
Score: -4965269.500000 Penalty: 2627.921875
	Iteration 0F: 2 clusters Score -4965270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4938125.000000 Penalty: 5255.843750
	Iteration 0F: 3 clusters Score -4938125 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4948216.000000 Penalty: 5255.843750
	Iteration 1F: 3 clusters Score -4948216 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4948702.500000 Penalty: 5255.843750
	Iteration 2Q: 3 clusters Score -4948702 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4949129.000000 Penalty: 5255.843750
	Iteration 3Q: 3 clusters Score -4949129 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4949524.000000 Penalty: 5255.843750
	Iteration 4Q: 3 clusters Score -4949524 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4949968.500000 Penalty: 5255.843750
	Iteration 5Q: 3 clusters Score -4949968 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4950676.500000 Penalty: 5255.843750
	Iteration 6Q: 3 clusters Score -4950676 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4951804.000000 Penalty: 5255.843750
	Iteration 7F: 3 clusters Score -4951804 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4953515.000000 Penalty: 5255.843750
	Iteration 8F: 3 clusters Score -4953515 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -4955789.000000 Penalty: 5255.843750
	Iteration 9F: 3 clusters Score -4955789 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4957949.000000 Penalty: 5255.843750
	Iteration 10F: 3 clusters Score -4957949 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4959593.000000 Penalty: 5255.843750
	Iteration 11F: 3 clusters Score -4959593 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4960778.000000 Penalty: 5255.843750
	Iteration 12Q: 3 clusters Score -4960778 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4961569.500000 Penalty: 5255.843750
	Iteration 13Q: 3 clusters Score -4961570 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -4962034.500000 Penalty: 5255.843750
	Iteration 14Q: 3 clusters Score -4962034 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4962380.500000 Penalty: 5255.843750
	Iteration 15Q: 3 clusters Score -4962380 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4962577.000000 Penalty: 5255.843750
	Iteration 16Q: 3 clusters Score -4962577 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4962702.000000 Penalty: 5255.843750
	Iteration 17Q: 3 clusters Score -4962702 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4962808.500000 Penalty: 5255.843750
	Iteration 18Q: 3 clusters Score -4962808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4962878.500000 Penalty: 5255.843750
	Iteration 19Q: 3 clusters Score -4962878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4962922.500000 Penalty: 5255.843750
	Iteration 20F: 3 clusters Score -4962922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -4962955.500000 Penalty: 5255.843750
	Iteration 21Q: 3 clusters Score -4962956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4962995.000000 Penalty: 5255.843750
	Iteration 22Q: 3 clusters Score -4962995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4963022.000000 Penalty: 5255.843750
	Iteration 23Q: 3 clusters Score -4963022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -4963053.000000 Penalty: 5255.843750
	Iteration 24Q: 3 clusters Score -4963053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4963072.500000 Penalty: 5255.843750
	Iteration 25Q: 3 clusters Score -4963072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4963094.000000 Penalty: 5255.843750
	Iteration 26Q: 3 clusters Score -4963094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4963110.500000 Penalty: 5255.843750
	Iteration 27Q: 3 clusters Score -4963110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4963122.500000 Penalty: 5255.843750
	Iteration 28Q: 3 clusters Score -4963122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4963134.000000 Penalty: 5255.843750
	Iteration 29Q: 3 clusters Score -4963134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4963142.000000 Penalty: 5255.843750
	Iteration 30Q: 3 clusters Score -4963142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4963155.000000 Penalty: 5255.843750
	Iteration 31Q: 3 clusters Score -4963155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4963164.000000 Penalty: 5255.843750
	Iteration 32Q: 3 clusters Score -4963164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4963183.000000 Penalty: 5255.843750
	Iteration 33Q: 3 clusters Score -4963183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4963197.000000 Penalty: 5255.843750
	Iteration 34Q: 3 clusters Score -4963197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4963201.500000 Penalty: 5255.843750
	Iteration 35Q: 3 clusters Score -4963202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4963209.000000 Penalty: 5255.843750
	Iteration 36Q: 3 clusters Score -4963209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4963208.500000 Penalty: 5255.843750
	Iteration 37Q: 3 clusters Score -4963208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4963207.500000 Penalty: 5255.843750
	Iteration 38Q: 3 clusters Score -4963208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4963211.000000 Penalty: 5255.843750
	Iteration 39Q: 3 clusters Score -4963211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4963220.000000 Penalty: 5255.843750
	Iteration 40F: 3 clusters Score -4963220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -4963218.500000 Penalty: 5255.843750
	Iteration 41Q: 3 clusters Score -4963218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -4963225.000000 Penalty: 5255.843750
	Iteration 42Q: 3 clusters Score -4963225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4963234.500000 Penalty: 5255.843750
	Iteration 43Q: 3 clusters Score -4963234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4963242.500000 Penalty: 5255.843750
	Iteration 44Q: 3 clusters Score -4963242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -4963241.000000 Penalty: 5255.843750
	Iteration 45Q: 3 clusters Score -4963241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4963248.000000 Penalty: 5255.843750
	Iteration 46Q: 3 clusters Score -4963248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4963242.500000 Penalty: 5255.843750
	Iteration 47Q: 3 clusters Score -4963242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -4963246.000000 Penalty: 5255.843750
	Iteration 48Q: 3 clusters Score -4963246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4963248.500000 Penalty: 5255.843750
	Iteration 49Q: 3 clusters Score -4963248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -4963252.500000 Penalty: 5255.843750
	Iteration 50Q: 3 clusters Score -4963252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -4963253.000000 Penalty: 5255.843750
	Iteration 51Q: 3 clusters Score -4963253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4963252.000000 Penalty: 5255.843750
	Iteration 52Q: 3 clusters Score -4963252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4963253.500000 Penalty: 5255.843750
	Iteration 53Q: 3 clusters Score -4963254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4963253.000000 Penalty: 5255.843750
	Iteration 54Q: 3 clusters Score -4963253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -4963255.500000 Penalty: 5255.843750
	Iteration 55Q: 3 clusters Score -4963256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4963256.000000 Penalty: 5255.843750
	Iteration 56Q: 3 clusters Score -4963256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4963251.000000 Penalty: 5255.843750
	Iteration 57Q: 3 clusters Score -4963251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4963245.000000 Penalty: 5255.843750
	Iteration 58Q: 3 clusters Score -4963245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4963247.500000 Penalty: 5255.843750
	Iteration 59Q: 3 clusters Score -4963248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -4963254.000000 Penalty: 5255.843750
	Iteration 60F: 3 clusters Score -4963254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4963255.000000 Penalty: 5255.843750
	Iteration 61Q: 3 clusters Score -4963255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4963255.000000 Penalty: 5255.843750
	Iteration 62F: 3 clusters Score -4963255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Entering Unmasked Estep 
Score: -3834184.000000 Penalty: 2578.408936
	Iteration 0F: 2 clusters Score -3834184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3811785.500000 Penalty: 5156.817871
	Iteration 0F: 3 clusters Score -3811786 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3820020.500000 Penalty: 5156.817871
	Iteration 1F: 3 clusters Score -3820020 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3820849.000000 Penalty: 5156.817871
	Iteration 2F: 3 clusters Score -3820849 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3821708.000000 Penalty: 5156.817871
	Iteration 3F: 3 clusters Score -3821708 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3822658.250000 Penalty: 5156.817871
	Iteration 4F: 3 clusters Score -3822658 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3823711.500000 Penalty: 5156.817871
	Iteration 5F: 3 clusters Score -3823712 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3824689.750000 Penalty: 5156.817871
	Iteration 6F: 3 clusters Score -3824690 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3825512.750000 Penalty: 5156.817871
	Iteration 7F: 3 clusters Score -3825513 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3826227.250000 Penalty: 5156.817871
	Iteration 8Q: 3 clusters Score -3826227 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3826801.250000 Penalty: 5156.817871
	Iteration 9Q: 3 clusters Score -3826801 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3827287.250000 Penalty: 5156.817871
	Iteration 10Q: 3 clusters Score -3827287 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3827682.750000 Penalty: 5156.817871
	Iteration 11Q: 3 clusters Score -3827683 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3828020.500000 Penalty: 5156.817871
	Iteration 12Q: 3 clusters Score -3828020 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3828295.000000 Penalty: 5156.817871
	Iteration 13Q: 3 clusters Score -3828295 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3828494.250000 Penalty: 5156.817871
	Iteration 14Q: 3 clusters Score -3828494 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3828658.250000 Penalty: 5156.817871
	Iteration 15Q: 3 clusters Score -3828658 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3828820.750000 Penalty: 5156.817871
	Iteration 16Q: 3 clusters Score -3828821 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3828984.500000 Penalty: 5156.817871
	Iteration 17Q: 3 clusters Score -3828984 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3829129.000000 Penalty: 5156.817871
	Iteration 18Q: 3 clusters Score -3829129 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3829285.250000 Penalty: 5156.817871
	Iteration 19Q: 3 clusters Score -3829285 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3829421.000000 Penalty: 5156.817871
	Iteration 20F: 3 clusters Score -3829421 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3829573.250000 Penalty: 5156.817871
	Iteration 21Q: 3 clusters Score -3829573 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3829754.750000 Penalty: 5156.817871
	Iteration 22Q: 3 clusters Score -3829755 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3829920.750000 Penalty: 5156.817871
	Iteration 23Q: 3 clusters Score -3829921 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3830061.250000 Penalty: 5156.817871
	Iteration 24Q: 3 clusters Score -3830061 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3830239.500000 Penalty: 5156.817871
	Iteration 25Q: 3 clusters Score -3830240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3830417.250000 Penalty: 5156.817871
	Iteration 26Q: 3 clusters Score -3830417 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3830610.000000 Penalty: 5156.817871
	Iteration 27Q: 3 clusters Score -3830610 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3830787.250000 Penalty: 5156.817871
	Iteration 28Q: 3 clusters Score -3830787 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3830926.000000 Penalty: 5156.817871
	Iteration 29Q: 3 clusters Score -3830926 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3831036.250000 Penalty: 5156.817871
	Iteration 30Q: 3 clusters Score -3831036 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3831159.000000 Penalty: 5156.817871
	Iteration 31Q: 3 clusters Score -3831159 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3831291.000000 Penalty: 5156.817871
	Iteration 32Q: 3 clusters Score -3831291 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3831409.250000 Penalty: 5156.817871
	Iteration 33Q: 3 clusters Score -3831409 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3831510.750000 Penalty: 5156.817871
	Iteration 34Q: 3 clusters Score -3831511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3831612.250000 Penalty: 5156.817871
	Iteration 35Q: 3 clusters Score -3831612 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3831703.000000 Penalty: 5156.817871
	Iteration 36Q: 3 clusters Score -3831703 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3831781.250000 Penalty: 5156.817871
	Iteration 37Q: 3 clusters Score -3831781 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3831875.500000 Penalty: 5156.817871
	Iteration 38Q: 3 clusters Score -3831876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3831965.000000 Penalty: 5156.817871
	Iteration 39Q: 3 clusters Score -3831965 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3832035.750000 Penalty: 5156.817871
	Iteration 40F: 3 clusters Score -3832036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3832095.500000 Penalty: 5156.817871
	Iteration 41Q: 3 clusters Score -3832096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3832161.000000 Penalty: 5156.817871
	Iteration 42Q: 3 clusters Score -3832161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3832227.750000 Penalty: 5156.817871
	Iteration 43Q: 3 clusters Score -3832228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3832296.750000 Penalty: 5156.817871
	Iteration 44Q: 3 clusters Score -3832297 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3832346.500000 Penalty: 5156.817871
	Iteration 45Q: 3 clusters Score -3832346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3832401.500000 Penalty: 5156.817871
	Iteration 46Q: 3 clusters Score -3832402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3832468.500000 Penalty: 5156.817871
	Iteration 47Q: 3 clusters Score -3832468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3832534.250000 Penalty: 5156.817871
	Iteration 48Q: 3 clusters Score -3832534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3832594.250000 Penalty: 5156.817871
	Iteration 49Q: 3 clusters Score -3832594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3832651.750000 Penalty: 5156.817871
	Iteration 50Q: 3 clusters Score -3832652 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3832717.250000 Penalty: 5156.817871
	Iteration 51Q: 3 clusters Score -3832717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3832760.250000 Penalty: 5156.817871
	Iteration 52Q: 3 clusters Score -3832760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3832793.250000 Penalty: 5156.817871
	Iteration 53Q: 3 clusters Score -3832793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3832812.500000 Penalty: 5156.817871
	Iteration 54Q: 3 clusters Score -3832812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3832857.500000 Penalty: 5156.817871
	Iteration 55Q: 3 clusters Score -3832858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3832897.500000 Penalty: 5156.817871
	Iteration 56Q: 3 clusters Score -3832898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3832939.500000 Penalty: 5156.817871
	Iteration 57Q: 3 clusters Score -3832940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3832977.500000 Penalty: 5156.817871
	Iteration 58Q: 3 clusters Score -3832978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3833010.250000 Penalty: 5156.817871
	Iteration 59Q: 3 clusters Score -3833010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3833037.250000 Penalty: 5156.817871
	Iteration 60F: 3 clusters Score -3833037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3833047.000000 Penalty: 5156.817871
	Iteration 61Q: 3 clusters Score -3833047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3833067.250000 Penalty: 5156.817871
	Iteration 62Q: 3 clusters Score -3833067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3833080.750000 Penalty: 5156.817871
	Iteration 63Q: 3 clusters Score -3833081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3833101.750000 Penalty: 5156.817871
	Iteration 64Q: 3 clusters Score -3833102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3833123.750000 Penalty: 5156.817871
	Iteration 65Q: 3 clusters Score -3833124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3833153.750000 Penalty: 5156.817871
	Iteration 66Q: 3 clusters Score -3833154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3833176.750000 Penalty: 5156.817871
	Iteration 67Q: 3 clusters Score -3833177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3833187.000000 Penalty: 5156.817871
	Iteration 68Q: 3 clusters Score -3833187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3833198.000000 Penalty: 5156.817871
	Iteration 69Q: 3 clusters Score -3833198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3833209.000000 Penalty: 5156.817871
	Iteration 70Q: 3 clusters Score -3833209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3833218.500000 Penalty: 5156.817871
	Iteration 71Q: 3 clusters Score -3833218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3833228.250000 Penalty: 5156.817871
	Iteration 72Q: 3 clusters Score -3833228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3833233.250000 Penalty: 5156.817871
	Iteration 73Q: 3 clusters Score -3833233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3833245.000000 Penalty: 5156.817871
	Iteration 74Q: 3 clusters Score -3833245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3833260.750000 Penalty: 5156.817871
	Iteration 75Q: 3 clusters Score -3833261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3833273.250000 Penalty: 5156.817871
	Iteration 76Q: 3 clusters Score -3833273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3833288.750000 Penalty: 5156.817871
	Iteration 77Q: 3 clusters Score -3833289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3833297.250000 Penalty: 5156.817871
	Iteration 78Q: 3 clusters Score -3833297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3833300.500000 Penalty: 5156.817871
	Iteration 79Q: 3 clusters Score -3833300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3833309.750000 Penalty: 5156.817871
	Iteration 80F: 3 clusters Score -3833310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3833319.000000 Penalty: 5156.817871
	Iteration 81Q: 3 clusters Score -3833319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3833330.750000 Penalty: 5156.817871
	Iteration 82Q: 3 clusters Score -3833331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3833338.000000 Penalty: 5156.817871
	Iteration 83Q: 3 clusters Score -3833338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3833350.000000 Penalty: 5156.817871
	Iteration 84Q: 3 clusters Score -3833350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3833354.500000 Penalty: 5156.817871
	Iteration 85Q: 3 clusters Score -3833354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3833358.250000 Penalty: 5156.817871
	Iteration 86Q: 3 clusters Score -3833358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3833364.250000 Penalty: 5156.817871
	Iteration 87Q: 3 clusters Score -3833364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3833365.500000 Penalty: 5156.817871
	Iteration 88Q: 3 clusters Score -3833366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3833364.000000 Penalty: 5156.817871
	Iteration 89Q: 3 clusters Score -3833364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3833360.250000 Penalty: 5156.817871
	Iteration 90Q: 3 clusters Score -3833360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3833363.000000 Penalty: 5156.817871
	Iteration 91Q: 3 clusters Score -3833363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3833364.750000 Penalty: 5156.817871
	Iteration 92Q: 3 clusters Score -3833365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3833362.750000 Penalty: 5156.817871
	Iteration 93Q: 3 clusters Score -3833363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3833362.750000 Penalty: 5156.817871
	Iteration 94F: 3 clusters Score -3833363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -688330.187500 Penalty: 2157.768799
	Iteration 0F: 2 clusters Score -688330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -683244.187500 Penalty: 4315.537598
	Iteration 0F: 3 clusters Score -683244.2 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -684686.812500 Penalty: 4315.537598
	Iteration 1F: 3 clusters Score -684686.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -685030.625000 Penalty: 4315.537598
	Iteration 2F: 3 clusters Score -685030.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -685324.875000 Penalty: 4315.537598
	Iteration 3F: 3 clusters Score -685324.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -685659.875000 Penalty: 4315.537598
	Iteration 4F: 3 clusters Score -685659.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -686022.812500 Penalty: 4315.537598
	Iteration 5F: 3 clusters Score -686022.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -686364.375000 Penalty: 4315.537598
	Iteration 6F: 3 clusters Score -686364.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -686622.812500 Penalty: 4315.537598
	Iteration 7F: 3 clusters Score -686622.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -686768.187500 Penalty: 4315.537598
	Iteration 8Q: 3 clusters Score -686768.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -686849.062500 Penalty: 4315.537598
	Iteration 9Q: 3 clusters Score -686849.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -686903.812500 Penalty: 4315.537598
	Iteration 10Q: 3 clusters Score -686903.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -686940.000000 Penalty: 4315.537598
	Iteration 11Q: 3 clusters Score -686940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -686968.312500 Penalty: 4315.537598
	Iteration 12Q: 3 clusters Score -686968.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -686987.250000 Penalty: 4315.537598
	Iteration 13Q: 3 clusters Score -686987.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -687000.125000 Penalty: 4315.537598
	Iteration 14Q: 3 clusters Score -687000.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -687011.437500 Penalty: 4315.537598
	Iteration 15Q: 3 clusters Score -687011.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -687020.875000 Penalty: 4315.537598
	Iteration 16Q: 3 clusters Score -687020.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -687032.687500 Penalty: 4315.537598
	Iteration 17Q: 3 clusters Score -687032.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -687047.812500 Penalty: 4315.537598
	Iteration 18Q: 3 clusters Score -687047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -687064.437500 Penalty: 4315.537598
	Iteration 19Q: 3 clusters Score -687064.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -687075.375000 Penalty: 4315.537598
	Iteration 20F: 3 clusters Score -687075.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -687085.875000 Penalty: 4315.537598
	Iteration 21Q: 3 clusters Score -687085.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -687091.812500 Penalty: 4315.537598
	Iteration 22Q: 3 clusters Score -687091.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -687102.812500 Penalty: 4315.537598
	Iteration 23Q: 3 clusters Score -687102.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -687111.687500 Penalty: 4315.537598
	Iteration 24Q: 3 clusters Score -687111.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -687114.375000 Penalty: 4315.537598
	Iteration 25Q: 3 clusters Score -687114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -687118.500000 Penalty: 4315.537598
	Iteration 26Q: 3 clusters Score -687118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -687120.750000 Penalty: 4315.537598
	Iteration 27Q: 3 clusters Score -687120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -687120.125000 Penalty: 4315.537598
	Iteration 28Q: 3 clusters Score -687120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -687125.937500 Penalty: 4315.537598
	Iteration 29Q: 3 clusters Score -687125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -687127.312500 Penalty: 4315.537598
	Iteration 30Q: 3 clusters Score -687127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -687132.312500 Penalty: 4315.537598
	Iteration 31Q: 3 clusters Score -687132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -687134.000000 Penalty: 4315.537598
	Iteration 32Q: 3 clusters Score -687134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -687137.187500 Penalty: 4315.537598
	Iteration 33Q: 3 clusters Score -687137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -687139.500000 Penalty: 4315.537598
	Iteration 34Q: 3 clusters Score -687139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -687139.000000 Penalty: 4315.537598
	Iteration 35Q: 3 clusters Score -687139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -687138.875000 Penalty: 4315.537598
	Iteration 36Q: 3 clusters Score -687138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -687138.875000 Penalty: 4315.537598
	Iteration 37F: 3 clusters Score -687138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 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 338 members 
Entering Unmasked Estep 
Score: -66572.109375 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66572.11 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67020.312500 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67020.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67504.632812 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67504.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67914.281250 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -67914.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68364.007812 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -68364.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68611.140625 Penalty: 3237.867188
	Iteration 5F: 3 clusters Score -68611.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68679.429688 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -68679.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68717.218750 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -68717.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68723.039062 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -68723.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68723.039062 Penalty: 3237.867188
	Iteration 9F: 3 clusters Score -68723.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39993 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 25028 members 
Mstep: Class 10 contains 164114 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 79369 members 
Mstep: Class 13 contains 335839 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51760 members 
Mstep: Class 29 contains 12678 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28037 members 
Mstep: Class 35 contains 4883 members 
Mstep: Class 36 contains 50082 members 
Mstep: Class 37 contains 112321 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 6530 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21524 members 
Mstep: Class 48 contains 1715 members 
Mstep: Class 49 contains 435 members 
Entering Unmasked Estep 
Score: -142007184.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142008096.000000 to -142007184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -1487796.625000 Penalty: 2347.795898
	Iteration 0F: 2 clusters Score -1487797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1478283.875000 Penalty: 4695.591797
	Iteration 0F: 3 clusters Score -1478284 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1481489.500000 Penalty: 4695.591797
	Iteration 1F: 3 clusters Score -1481490 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1481946.125000 Penalty: 4695.591797
	Iteration 2F: 3 clusters Score -1481946 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1482395.125000 Penalty: 4695.591797
	Iteration 3F: 3 clusters Score -1482395 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1482797.875000 Penalty: 4695.591797
	Iteration 4F: 3 clusters Score -1482798 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1483157.250000 Penalty: 4695.591797
	Iteration 5Q: 3 clusters Score -1483157 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1483473.875000 Penalty: 4695.591797
	Iteration 6Q: 3 clusters Score -1483474 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1483759.250000 Penalty: 4695.591797
	Iteration 7Q: 3 clusters Score -1483759 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1483978.625000 Penalty: 4695.591797
	Iteration 8Q: 3 clusters Score -1483979 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1484180.750000 Penalty: 4695.591797
	Iteration 9Q: 3 clusters Score -1484181 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1484341.000000 Penalty: 4695.591797
	Iteration 10Q: 3 clusters Score -1484341 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1484453.000000 Penalty: 4695.591797
	Iteration 11Q: 3 clusters Score -1484453 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1484546.750000 Penalty: 4695.591797
	Iteration 12Q: 3 clusters Score -1484547 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1484638.125000 Penalty: 4695.591797
	Iteration 13Q: 3 clusters Score -1484638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1484723.875000 Penalty: 4695.591797
	Iteration 14Q: 3 clusters Score -1484724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1484812.500000 Penalty: 4695.591797
	Iteration 15Q: 3 clusters Score -1484812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1484860.625000 Penalty: 4695.591797
	Iteration 16Q: 3 clusters Score -1484861 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1484916.875000 Penalty: 4695.591797
	Iteration 17Q: 3 clusters Score -1484917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1484962.125000 Penalty: 4695.591797
	Iteration 18Q: 3 clusters Score -1484962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1484994.875000 Penalty: 4695.591797
	Iteration 19Q: 3 clusters Score -1484995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1485028.625000 Penalty: 4695.591797
	Iteration 20F: 3 clusters Score -1485029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1485052.000000 Penalty: 4695.591797
	Iteration 21Q: 3 clusters Score -1485052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1485076.750000 Penalty: 4695.591797
	Iteration 22Q: 3 clusters Score -1485077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1485100.875000 Penalty: 4695.591797
	Iteration 23Q: 3 clusters Score -1485101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1485118.375000 Penalty: 4695.591797
	Iteration 24Q: 3 clusters Score -1485118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1485132.625000 Penalty: 4695.591797
	Iteration 25Q: 3 clusters Score -1485133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1485148.750000 Penalty: 4695.591797
	Iteration 26Q: 3 clusters Score -1485149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1485156.250000 Penalty: 4695.591797
	Iteration 27Q: 3 clusters Score -1485156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1485162.750000 Penalty: 4695.591797
	Iteration 28Q: 3 clusters Score -1485163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1485179.250000 Penalty: 4695.591797
	Iteration 29Q: 3 clusters Score -1485179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1485191.500000 Penalty: 4695.591797
	Iteration 30Q: 3 clusters Score -1485192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1485201.625000 Penalty: 4695.591797
	Iteration 31Q: 3 clusters Score -1485202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1485210.875000 Penalty: 4695.591797
	Iteration 32Q: 3 clusters Score -1485211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1485221.875000 Penalty: 4695.591797
	Iteration 33Q: 3 clusters Score -1485222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1485228.875000 Penalty: 4695.591797
	Iteration 34Q: 3 clusters Score -1485229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1485234.250000 Penalty: 4695.591797
	Iteration 35Q: 3 clusters Score -1485234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1485241.250000 Penalty: 4695.591797
	Iteration 36Q: 3 clusters Score -1485241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1485250.625000 Penalty: 4695.591797
	Iteration 37Q: 3 clusters Score -1485251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1485252.625000 Penalty: 4695.591797
	Iteration 38Q: 3 clusters Score -1485253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1485266.875000 Penalty: 4695.591797
	Iteration 39Q: 3 clusters Score -1485267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1485271.750000 Penalty: 4695.591797
	Iteration 40F: 3 clusters Score -1485272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1485286.375000 Penalty: 4695.591797
	Iteration 41Q: 3 clusters Score -1485286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1485296.000000 Penalty: 4695.591797
	Iteration 42Q: 3 clusters Score -1485296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1485310.375000 Penalty: 4695.591797
	Iteration 43Q: 3 clusters Score -1485310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1485322.500000 Penalty: 4695.591797
	Iteration 44Q: 3 clusters Score -1485322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1485336.750000 Penalty: 4695.591797
	Iteration 45Q: 3 clusters Score -1485337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1485351.625000 Penalty: 4695.591797
	Iteration 46Q: 3 clusters Score -1485352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1485371.250000 Penalty: 4695.591797
	Iteration 47Q: 3 clusters Score -1485371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1485389.625000 Penalty: 4695.591797
	Iteration 48Q: 3 clusters Score -1485390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1485400.625000 Penalty: 4695.591797
	Iteration 49Q: 3 clusters Score -1485401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1485416.625000 Penalty: 4695.591797
	Iteration 50Q: 3 clusters Score -1485417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1485442.625000 Penalty: 4695.591797
	Iteration 51Q: 3 clusters Score -1485443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1485467.375000 Penalty: 4695.591797
	Iteration 52Q: 3 clusters Score -1485467 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1485495.125000 Penalty: 4695.591797
	Iteration 53Q: 3 clusters Score -1485495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1485531.000000 Penalty: 4695.591797
	Iteration 54Q: 3 clusters Score -1485531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1485556.625000 Penalty: 4695.591797
	Iteration 55Q: 3 clusters Score -1485557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1485592.750000 Penalty: 4695.591797
	Iteration 56Q: 3 clusters Score -1485593 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1485639.750000 Penalty: 4695.591797
	Iteration 57Q: 3 clusters Score -1485640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1485679.625000 Penalty: 4695.591797
	Iteration 58Q: 3 clusters Score -1485680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1485712.000000 Penalty: 4695.591797
	Iteration 59Q: 3 clusters Score -1485712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1485746.750000 Penalty: 4695.591797
	Iteration 60F: 3 clusters Score -1485747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1485775.875000 Penalty: 4695.591797
	Iteration 61Q: 3 clusters Score -1485776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1485801.125000 Penalty: 4695.591797
	Iteration 62Q: 3 clusters Score -1485801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1485827.500000 Penalty: 4695.591797
	Iteration 63Q: 3 clusters Score -1485828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1485848.625000 Penalty: 4695.591797
	Iteration 64Q: 3 clusters Score -1485849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1485868.875000 Penalty: 4695.591797
	Iteration 65Q: 3 clusters Score -1485869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1485889.750000 Penalty: 4695.591797
	Iteration 66Q: 3 clusters Score -1485890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1485912.625000 Penalty: 4695.591797
	Iteration 67Q: 3 clusters Score -1485913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1485949.875000 Penalty: 4695.591797
	Iteration 68Q: 3 clusters Score -1485950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1485981.875000 Penalty: 4695.591797
	Iteration 69Q: 3 clusters Score -1485982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1486034.500000 Penalty: 4695.591797
	Iteration 70Q: 3 clusters Score -1486034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1486091.375000 Penalty: 4695.591797
	Iteration 71Q: 3 clusters Score -1486091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1486163.375000 Penalty: 4695.591797
	Iteration 72Q: 3 clusters Score -1486163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1486234.750000 Penalty: 4695.591797
	Iteration 73Q: 3 clusters Score -1486235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1486307.375000 Penalty: 4695.591797
	Iteration 74Q: 3 clusters Score -1486307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1486353.125000 Penalty: 4695.591797
	Iteration 75Q: 3 clusters Score -1486353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1486384.625000 Penalty: 4695.591797
	Iteration 76Q: 3 clusters Score -1486385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1486403.125000 Penalty: 4695.591797
	Iteration 77Q: 3 clusters Score -1486403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1486412.500000 Penalty: 4695.591797
	Iteration 78Q: 3 clusters Score -1486412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1486423.125000 Penalty: 4695.591797
	Iteration 79Q: 3 clusters Score -1486423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1486432.500000 Penalty: 4695.591797
	Iteration 80F: 3 clusters Score -1486432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1486452.750000 Penalty: 4695.591797
	Iteration 81Q: 3 clusters Score -1486453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1486465.625000 Penalty: 4695.591797
	Iteration 82Q: 3 clusters Score -1486466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1486477.000000 Penalty: 4695.591797
	Iteration 83Q: 3 clusters Score -1486477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1486485.875000 Penalty: 4695.591797
	Iteration 84Q: 3 clusters Score -1486486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1486493.375000 Penalty: 4695.591797
	Iteration 85Q: 3 clusters Score -1486493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1486494.750000 Penalty: 4695.591797
	Iteration 86Q: 3 clusters Score -1486495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1486497.250000 Penalty: 4695.591797
	Iteration 87Q: 3 clusters Score -1486497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1486497.625000 Penalty: 4695.591797
	Iteration 88Q: 3 clusters Score -1486498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1486503.625000 Penalty: 4695.591797
	Iteration 89Q: 3 clusters Score -1486504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1486501.125000 Penalty: 4695.591797
	Iteration 90Q: 3 clusters Score -1486501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1486499.125000 Penalty: 4695.591797
	Iteration 91Q: 3 clusters Score -1486499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1486498.750000 Penalty: 4695.591797
	Iteration 92Q: 3 clusters Score -1486499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1486501.000000 Penalty: 4695.591797
	Iteration 93Q: 3 clusters Score -1486501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1486501.750000 Penalty: 4695.591797
	Iteration 94Q: 3 clusters Score -1486502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1486502.125000 Penalty: 4695.591797
	Iteration 95Q: 3 clusters Score -1486502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1486504.500000 Penalty: 4695.591797
	Iteration 96Q: 3 clusters Score -1486504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1486503.625000 Penalty: 4695.591797
	Iteration 97Q: 3 clusters Score -1486504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1486506.250000 Penalty: 4695.591797
	Iteration 98Q: 3 clusters Score -1486506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1486510.250000 Penalty: 4695.591797
	Iteration 99Q: 3 clusters Score -1486510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1486514.625000 Penalty: 4695.591797
	Iteration 100F: 3 clusters Score -1486515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1486521.125000 Penalty: 4695.591797
	Iteration 101Q: 3 clusters Score -1486521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1486528.750000 Penalty: 4695.591797
	Iteration 102Q: 3 clusters Score -1486529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1486533.500000 Penalty: 4695.591797
	Iteration 103Q: 3 clusters Score -1486534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1486534.625000 Penalty: 4695.591797
	Iteration 104Q: 3 clusters Score -1486535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1486539.125000 Penalty: 4695.591797
	Iteration 105Q: 3 clusters Score -1486539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1486548.125000 Penalty: 4695.591797
	Iteration 106Q: 3 clusters Score -1486548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1486557.375000 Penalty: 4695.591797
	Iteration 107Q: 3 clusters Score -1486557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1486569.625000 Penalty: 4695.591797
	Iteration 108Q: 3 clusters Score -1486570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1486576.375000 Penalty: 4695.591797
	Iteration 109Q: 3 clusters Score -1486576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1486580.250000 Penalty: 4695.591797
	Iteration 110Q: 3 clusters Score -1486580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1486588.375000 Penalty: 4695.591797
	Iteration 111Q: 3 clusters Score -1486588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1486596.500000 Penalty: 4695.591797
	Iteration 112Q: 3 clusters Score -1486596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1486603.000000 Penalty: 4695.591797
	Iteration 113Q: 3 clusters Score -1486603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1486606.625000 Penalty: 4695.591797
	Iteration 114Q: 3 clusters Score -1486607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1486609.250000 Penalty: 4695.591797
	Iteration 115Q: 3 clusters Score -1486609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1486610.250000 Penalty: 4695.591797
	Iteration 116Q: 3 clusters Score -1486610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1486610.625000 Penalty: 4695.591797
	Iteration 117Q: 3 clusters Score -1486611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1486612.875000 Penalty: 4695.591797
	Iteration 118Q: 3 clusters Score -1486613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1486610.750000 Penalty: 4695.591797
	Iteration 119Q: 3 clusters Score -1486611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1486614.250000 Penalty: 4695.591797
	Iteration 120F: 3 clusters Score -1486614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1486615.125000 Penalty: 4695.591797
	Iteration 121Q: 3 clusters Score -1486615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1486616.250000 Penalty: 4695.591797
	Iteration 122Q: 3 clusters Score -1486616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1486619.500000 Penalty: 4695.591797
	Iteration 123Q: 3 clusters Score -1486620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1486621.875000 Penalty: 4695.591797
	Iteration 124Q: 3 clusters Score -1486622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1486624.875000 Penalty: 4695.591797
	Iteration 125Q: 3 clusters Score -1486625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1486626.000000 Penalty: 4695.591797
	Iteration 126Q: 3 clusters Score -1486626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1486626.000000 Penalty: 4695.591797
	Iteration 127F: 3 clusters Score -1486626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Entering Unmasked Estep 
Score: -1744463.125000 Penalty: 2371.859619
	Iteration 0F: 2 clusters Score -1744463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1734051.500000 Penalty: 4743.719238
	Iteration 0F: 3 clusters Score -1734052 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1737339.125000 Penalty: 4743.719238
	Iteration 1F: 3 clusters Score -1737339 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1737797.250000 Penalty: 4743.719238
	Iteration 2F: 3 clusters Score -1737797 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1738172.375000 Penalty: 4743.719238
	Iteration 3F: 3 clusters Score -1738172 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1738501.875000 Penalty: 4743.719238
	Iteration 4Q: 3 clusters Score -1738502 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1738862.250000 Penalty: 4743.719238
	Iteration 5Q: 3 clusters Score -1738862 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1739210.875000 Penalty: 4743.719238
	Iteration 6Q: 3 clusters Score -1739211 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1739564.250000 Penalty: 4743.719238
	Iteration 7Q: 3 clusters Score -1739564 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1739865.000000 Penalty: 4743.719238
	Iteration 8Q: 3 clusters Score -1739865 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1740148.875000 Penalty: 4743.719238
	Iteration 9Q: 3 clusters Score -1740149 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1740450.875000 Penalty: 4743.719238
	Iteration 10Q: 3 clusters Score -1740451 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1740783.875000 Penalty: 4743.719238
	Iteration 11Q: 3 clusters Score -1740784 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1741115.000000 Penalty: 4743.719238
	Iteration 12Q: 3 clusters Score -1741115 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1741434.000000 Penalty: 4743.719238
	Iteration 13Q: 3 clusters Score -1741434 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1741773.750000 Penalty: 4743.719238
	Iteration 14Q: 3 clusters Score -1741774 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1742134.500000 Penalty: 4743.719238
	Iteration 15Q: 3 clusters Score -1742134 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1742494.625000 Penalty: 4743.719238
	Iteration 16Q: 3 clusters Score -1742495 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1742785.000000 Penalty: 4743.719238
	Iteration 17Q: 3 clusters Score -1742785 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1743039.500000 Penalty: 4743.719238
	Iteration 18Q: 3 clusters Score -1743040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1743178.125000 Penalty: 4743.719238
	Iteration 19Q: 3 clusters Score -1743178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1743263.625000 Penalty: 4743.719238
	Iteration 20F: 3 clusters Score -1743264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1743317.250000 Penalty: 4743.719238
	Iteration 21Q: 3 clusters Score -1743317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1743338.000000 Penalty: 4743.719238
	Iteration 22Q: 3 clusters Score -1743338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1743349.125000 Penalty: 4743.719238
	Iteration 23Q: 3 clusters Score -1743349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1743362.500000 Penalty: 4743.719238
	Iteration 24Q: 3 clusters Score -1743362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1743367.750000 Penalty: 4743.719238
	Iteration 25Q: 3 clusters Score -1743368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1743375.375000 Penalty: 4743.719238
	Iteration 26Q: 3 clusters Score -1743375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1743378.250000 Penalty: 4743.719238
	Iteration 27Q: 3 clusters Score -1743378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1743384.625000 Penalty: 4743.719238
	Iteration 28Q: 3 clusters Score -1743385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1743387.375000 Penalty: 4743.719238
	Iteration 29Q: 3 clusters Score -1743387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1743390.125000 Penalty: 4743.719238
	Iteration 30Q: 3 clusters Score -1743390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1743391.000000 Penalty: 4743.719238
	Iteration 31Q: 3 clusters Score -1743391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1743392.250000 Penalty: 4743.719238
	Iteration 32Q: 3 clusters Score -1743392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1743392.000000 Penalty: 4743.719238
	Iteration 33Q: 3 clusters Score -1743392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1743397.875000 Penalty: 4743.719238
	Iteration 34Q: 3 clusters Score -1743398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1743400.750000 Penalty: 4743.719238
	Iteration 35Q: 3 clusters Score -1743401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1743403.375000 Penalty: 4743.719238
	Iteration 36Q: 3 clusters Score -1743403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1743403.625000 Penalty: 4743.719238
	Iteration 37Q: 3 clusters Score -1743404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1743406.375000 Penalty: 4743.719238
	Iteration 38Q: 3 clusters Score -1743406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1743408.125000 Penalty: 4743.719238
	Iteration 39Q: 3 clusters Score -1743408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1743407.875000 Penalty: 4743.719238
	Iteration 40F: 3 clusters Score -1743408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1743409.500000 Penalty: 4743.719238
	Iteration 41Q: 3 clusters Score -1743410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1743409.875000 Penalty: 4743.719238
	Iteration 42Q: 3 clusters Score -1743410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1743409.000000 Penalty: 4743.719238
	Iteration 43Q: 3 clusters Score -1743409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1743408.125000 Penalty: 4743.719238
	Iteration 44Q: 3 clusters Score -1743408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1743410.000000 Penalty: 4743.719238
	Iteration 45Q: 3 clusters Score -1743410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1743410.000000 Penalty: 4743.719238
	Iteration 46Q: 3 clusters Score -1743410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1743410.000000 Penalty: 4743.719238
	Iteration 47F: 3 clusters Score -1743410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1251150.250000 Penalty: 2294.248535
	Iteration 0F: 2 clusters Score -1251150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1243311.125000 Penalty: 4588.497070
	Iteration 0F: 3 clusters Score -1243311 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1245638.250000 Penalty: 4588.497070
	Iteration 1F: 3 clusters Score -1245638 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1246011.000000 Penalty: 4588.497070
	Iteration 2F: 3 clusters Score -1246011 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1246284.125000 Penalty: 4588.497070
	Iteration 3F: 3 clusters Score -1246284 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1246504.500000 Penalty: 4588.497070
	Iteration 4Q: 3 clusters Score -1246504 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1246711.500000 Penalty: 4588.497070
	Iteration 5Q: 3 clusters Score -1246712 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1246917.125000 Penalty: 4588.497070
	Iteration 6Q: 3 clusters Score -1246917 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1247101.375000 Penalty: 4588.497070
	Iteration 7Q: 3 clusters Score -1247101 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1247280.125000 Penalty: 4588.497070
	Iteration 8Q: 3 clusters Score -1247280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1247468.000000 Penalty: 4588.497070
	Iteration 9Q: 3 clusters Score -1247468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1247647.750000 Penalty: 4588.497070
	Iteration 10Q: 3 clusters Score -1247648 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1247841.250000 Penalty: 4588.497070
	Iteration 11Q: 3 clusters Score -1247841 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1248075.625000 Penalty: 4588.497070
	Iteration 12Q: 3 clusters Score -1248076 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1248333.875000 Penalty: 4588.497070
	Iteration 13Q: 3 clusters Score -1248334 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1248559.500000 Penalty: 4588.497070
	Iteration 14Q: 3 clusters Score -1248560 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1248738.375000 Penalty: 4588.497070
	Iteration 15Q: 3 clusters Score -1248738 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1248866.875000 Penalty: 4588.497070
	Iteration 16Q: 3 clusters Score -1248867 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1248954.875000 Penalty: 4588.497070
	Iteration 17Q: 3 clusters Score -1248955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1249023.250000 Penalty: 4588.497070
	Iteration 18Q: 3 clusters Score -1249023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1249083.375000 Penalty: 4588.497070
	Iteration 19Q: 3 clusters Score -1249083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1249133.625000 Penalty: 4588.497070
	Iteration 20F: 3 clusters Score -1249134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1249173.625000 Penalty: 4588.497070
	Iteration 21Q: 3 clusters Score -1249174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1249213.375000 Penalty: 4588.497070
	Iteration 22Q: 3 clusters Score -1249213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1249239.500000 Penalty: 4588.497070
	Iteration 23Q: 3 clusters Score -1249240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1249263.875000 Penalty: 4588.497070
	Iteration 24Q: 3 clusters Score -1249264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1249280.875000 Penalty: 4588.497070
	Iteration 25Q: 3 clusters Score -1249281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1249293.000000 Penalty: 4588.497070
	Iteration 26Q: 3 clusters Score -1249293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1249304.875000 Penalty: 4588.497070
	Iteration 27Q: 3 clusters Score -1249305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1249317.750000 Penalty: 4588.497070
	Iteration 28Q: 3 clusters Score -1249318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1249330.625000 Penalty: 4588.497070
	Iteration 29Q: 3 clusters Score -1249331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1249337.250000 Penalty: 4588.497070
	Iteration 30Q: 3 clusters Score -1249337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1249343.125000 Penalty: 4588.497070
	Iteration 31Q: 3 clusters Score -1249343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1249345.500000 Penalty: 4588.497070
	Iteration 32Q: 3 clusters Score -1249346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1249353.625000 Penalty: 4588.497070
	Iteration 33Q: 3 clusters Score -1249354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1249352.625000 Penalty: 4588.497070
	Iteration 34Q: 3 clusters Score -1249353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1249352.625000 Penalty: 4588.497070
	Iteration 35Q: 3 clusters Score -1249353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1249355.875000 Penalty: 4588.497070
	Iteration 36Q: 3 clusters Score -1249356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1249359.750000 Penalty: 4588.497070
	Iteration 37Q: 3 clusters Score -1249360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1249359.375000 Penalty: 4588.497070
	Iteration 38Q: 3 clusters Score -1249359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1249359.500000 Penalty: 4588.497070
	Iteration 39Q: 3 clusters Score -1249360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1249360.250000 Penalty: 4588.497070
	Iteration 40F: 3 clusters Score -1249360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1249363.000000 Penalty: 4588.497070
	Iteration 41Q: 3 clusters Score -1249363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1249360.750000 Penalty: 4588.497070
	Iteration 42Q: 3 clusters Score -1249361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1249362.625000 Penalty: 4588.497070
	Iteration 43Q: 3 clusters Score -1249363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1249364.500000 Penalty: 4588.497070
	Iteration 44Q: 3 clusters Score -1249364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1249366.000000 Penalty: 4588.497070
	Iteration 45Q: 3 clusters Score -1249366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1249364.500000 Penalty: 4588.497070
	Iteration 46Q: 3 clusters Score -1249364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1249364.500000 Penalty: 4588.497070
	Iteration 47F: 3 clusters Score -1249364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Entering Unmasked Estep 
Score: -3143391.000000 Penalty: 2511.682129
	Iteration 0F: 2 clusters Score -3143391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3126211.750000 Penalty: 5023.364258
	Iteration 0F: 3 clusters Score -3126212 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3132509.250000 Penalty: 5023.364258
	Iteration 1F: 3 clusters Score -3132509 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3133187.000000 Penalty: 5023.364258
	Iteration 2F: 3 clusters Score -3133187 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3133891.750000 Penalty: 5023.364258
	Iteration 3F: 3 clusters Score -3133892 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3134651.000000 Penalty: 5023.364258
	Iteration 4F: 3 clusters Score -3134651 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3135470.000000 Penalty: 5023.364258
	Iteration 5F: 3 clusters Score -3135470 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3136430.500000 Penalty: 5023.364258
	Iteration 6F: 3 clusters Score -3136430 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3137561.000000 Penalty: 5023.364258
	Iteration 7F: 3 clusters Score -3137561 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3138626.500000 Penalty: 5023.364258
	Iteration 8F: 3 clusters Score -3138626 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3139514.750000 Penalty: 5023.364258
	Iteration 9Q: 3 clusters Score -3139515 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3140127.750000 Penalty: 5023.364258
	Iteration 10Q: 3 clusters Score -3140128 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3140503.750000 Penalty: 5023.364258
	Iteration 11Q: 3 clusters Score -3140504 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3140754.500000 Penalty: 5023.364258
	Iteration 12Q: 3 clusters Score -3140754 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3140950.250000 Penalty: 5023.364258
	Iteration 13Q: 3 clusters Score -3140950 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3141098.000000 Penalty: 5023.364258
	Iteration 14Q: 3 clusters Score -3141098 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3141196.250000 Penalty: 5023.364258
	Iteration 15Q: 3 clusters Score -3141196 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3141255.500000 Penalty: 5023.364258
	Iteration 16Q: 3 clusters Score -3141256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3141310.500000 Penalty: 5023.364258
	Iteration 17Q: 3 clusters Score -3141310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3141350.500000 Penalty: 5023.364258
	Iteration 18Q: 3 clusters Score -3141350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3141368.000000 Penalty: 5023.364258
	Iteration 19Q: 3 clusters Score -3141368 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3141382.500000 Penalty: 5023.364258
	Iteration 20F: 3 clusters Score -3141382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3141413.250000 Penalty: 5023.364258
	Iteration 21Q: 3 clusters Score -3141413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3141448.500000 Penalty: 5023.364258
	Iteration 22Q: 3 clusters Score -3141448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3141461.500000 Penalty: 5023.364258
	Iteration 23Q: 3 clusters Score -3141462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3141480.000000 Penalty: 5023.364258
	Iteration 24Q: 3 clusters Score -3141480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3141494.000000 Penalty: 5023.364258
	Iteration 25Q: 3 clusters Score -3141494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3141506.750000 Penalty: 5023.364258
	Iteration 26Q: 3 clusters Score -3141507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3141524.250000 Penalty: 5023.364258
	Iteration 27Q: 3 clusters Score -3141524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3141524.750000 Penalty: 5023.364258
	Iteration 28Q: 3 clusters Score -3141525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3141528.500000 Penalty: 5023.364258
	Iteration 29Q: 3 clusters Score -3141528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3141532.000000 Penalty: 5023.364258
	Iteration 30Q: 3 clusters Score -3141532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3141533.000000 Penalty: 5023.364258
	Iteration 31Q: 3 clusters Score -3141533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3141541.250000 Penalty: 5023.364258
	Iteration 32Q: 3 clusters Score -3141541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3141544.500000 Penalty: 5023.364258
	Iteration 33Q: 3 clusters Score -3141544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3141544.750000 Penalty: 5023.364258
	Iteration 34Q: 3 clusters Score -3141545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3141548.750000 Penalty: 5023.364258
	Iteration 35Q: 3 clusters Score -3141549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3141553.250000 Penalty: 5023.364258
	Iteration 36Q: 3 clusters Score -3141553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3141561.500000 Penalty: 5023.364258
	Iteration 37Q: 3 clusters Score -3141562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3141560.000000 Penalty: 5023.364258
	Iteration 38Q: 3 clusters Score -3141560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3141570.250000 Penalty: 5023.364258
	Iteration 39Q: 3 clusters Score -3141570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3141569.250000 Penalty: 5023.364258
	Iteration 40F: 3 clusters Score -3141569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3141577.000000 Penalty: 5023.364258
	Iteration 41Q: 3 clusters Score -3141577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3141580.750000 Penalty: 5023.364258
	Iteration 42Q: 3 clusters Score -3141581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3141582.250000 Penalty: 5023.364258
	Iteration 43Q: 3 clusters Score -3141582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3141585.250000 Penalty: 5023.364258
	Iteration 44Q: 3 clusters Score -3141585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3141586.250000 Penalty: 5023.364258
	Iteration 45Q: 3 clusters Score -3141586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3141582.750000 Penalty: 5023.364258
	Iteration 46Q: 3 clusters Score -3141583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3141587.500000 Penalty: 5023.364258
	Iteration 47Q: 3 clusters Score -3141588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3141593.750000 Penalty: 5023.364258
	Iteration 48Q: 3 clusters Score -3141594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3141591.750000 Penalty: 5023.364258
	Iteration 49Q: 3 clusters Score -3141592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3141597.500000 Penalty: 5023.364258
	Iteration 50Q: 3 clusters Score -3141598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3141605.500000 Penalty: 5023.364258
	Iteration 51Q: 3 clusters Score -3141606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3141605.000000 Penalty: 5023.364258
	Iteration 52Q: 3 clusters Score -3141605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3141606.500000 Penalty: 5023.364258
	Iteration 53Q: 3 clusters Score -3141606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3141612.250000 Penalty: 5023.364258
	Iteration 54Q: 3 clusters Score -3141612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3141616.250000 Penalty: 5023.364258
	Iteration 55Q: 3 clusters Score -3141616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3141617.250000 Penalty: 5023.364258
	Iteration 56Q: 3 clusters Score -3141617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3141618.750000 Penalty: 5023.364258
	Iteration 57Q: 3 clusters Score -3141619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3141614.000000 Penalty: 5023.364258
	Iteration 58Q: 3 clusters Score -3141614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3141613.500000 Penalty: 5023.364258
	Iteration 59Q: 3 clusters Score -3141614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3141614.000000 Penalty: 5023.364258
	Iteration 60F: 3 clusters Score -3141614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3141612.750000 Penalty: 5023.364258
	Iteration 61Q: 3 clusters Score -3141613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3141611.000000 Penalty: 5023.364258
	Iteration 62Q: 3 clusters Score -3141611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3141613.000000 Penalty: 5023.364258
	Iteration 63Q: 3 clusters Score -3141613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3141616.500000 Penalty: 5023.364258
	Iteration 64Q: 3 clusters Score -3141616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3141619.500000 Penalty: 5023.364258
	Iteration 65Q: 3 clusters Score -3141620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3141622.500000 Penalty: 5023.364258
	Iteration 66Q: 3 clusters Score -3141622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3141622.000000 Penalty: 5023.364258
	Iteration 67Q: 3 clusters Score -3141622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3141625.250000 Penalty: 5023.364258
	Iteration 68Q: 3 clusters Score -3141625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3141621.500000 Penalty: 5023.364258
	Iteration 69Q: 3 clusters Score -3141622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3141625.000000 Penalty: 5023.364258
	Iteration 70Q: 3 clusters Score -3141625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3141625.000000 Penalty: 5023.364258
	Iteration 71F: 3 clusters Score -3141625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Entering Unmasked Estep 
Score: -20287920.000000 Penalty: 2978.062500
	Iteration 0F: 2 clusters Score -2.028792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -20178012.000000 Penalty: 5956.125000
	Iteration 0F: 3 clusters Score -2.017801e+07 nChanged 78486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -20223814.000000 Penalty: 5956.125000
	Iteration 1F: 3 clusters Score -2.022381e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -20225676.000000 Penalty: 5956.125000
	Iteration 2Q: 3 clusters Score -2.022568e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -20228774.000000 Penalty: 5956.125000
	Iteration 3Q: 3 clusters Score -2.022877e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -20234602.000000 Penalty: 5956.125000
	Iteration 4F: 3 clusters Score -2.02346e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 120284 members 
Entering Unmasked Estep 
Score: -20244166.000000 Penalty: 5956.125000
	Iteration 5F: 3 clusters Score -2.024417e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 134968 members 
Entering Unmasked Estep 
Score: -20258156.000000 Penalty: 5956.125000
	Iteration 6F: 3 clusters Score -2.025816e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -20271302.000000 Penalty: 5956.125000
	Iteration 7F: 3 clusters Score -2.02713e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -20279598.000000 Penalty: 5956.125000
	Iteration 8F: 3 clusters Score -2.02796e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 160466 members 
Entering Unmasked Estep 
Score: -20283118.000000 Penalty: 5956.125000
	Iteration 9Q: 3 clusters Score -2.028312e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -20284502.000000 Penalty: 5956.125000
	Iteration 10Q: 3 clusters Score -2.02845e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -20284992.000000 Penalty: 5956.125000
	Iteration 11Q: 3 clusters Score -2.028499e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -20285188.000000 Penalty: 5956.125000
	Iteration 12Q: 3 clusters Score -2.028519e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -20285318.000000 Penalty: 5956.125000
	Iteration 13Q: 3 clusters Score -2.028532e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -20285410.000000 Penalty: 5956.125000
	Iteration 14Q: 3 clusters Score -2.028541e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -20285436.000000 Penalty: 5956.125000
	Iteration 15Q: 3 clusters Score -2.028544e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -20285442.000000 Penalty: 5956.125000
	Iteration 16Q: 3 clusters Score -2.028544e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -20285488.000000 Penalty: 5956.125000
	Iteration 17Q: 3 clusters Score -2.028549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -20285480.000000 Penalty: 5956.125000
	Iteration 18Q: 3 clusters Score -2.028548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -20285494.000000 Penalty: 5956.125000
	Iteration 19Q: 3 clusters Score -2.028549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -20285496.000000 Penalty: 5956.125000
	Iteration 20F: 3 clusters Score -2.02855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -20285514.000000 Penalty: 5956.125000
	Iteration 21Q: 3 clusters Score -2.028551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -20285532.000000 Penalty: 5956.125000
	Iteration 22Q: 3 clusters Score -2.028553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -20285524.000000 Penalty: 5956.125000
	Iteration 23Q: 3 clusters Score -2.028552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -20285534.000000 Penalty: 5956.125000
	Iteration 24Q: 3 clusters Score -2.028553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -20285544.000000 Penalty: 5956.125000
	Iteration 25Q: 3 clusters Score -2.028554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -20285550.000000 Penalty: 5956.125000
	Iteration 26Q: 3 clusters Score -2.028555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -20285542.000000 Penalty: 5956.125000
	Iteration 27Q: 3 clusters Score -2.028554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -20285530.000000 Penalty: 5956.125000
	Iteration 28Q: 3 clusters Score -2.028553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -20285538.000000 Penalty: 5956.125000
	Iteration 29Q: 3 clusters Score -2.028554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 163484 members 
Entering Unmasked Estep 
Score: -20285538.000000 Penalty: 5956.125000
	Iteration 30Q: 3 clusters Score -2.028554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -20285548.000000 Penalty: 5956.125000
	Iteration 31Q: 3 clusters Score -2.028555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -20285542.000000 Penalty: 5956.125000
	Iteration 32Q: 3 clusters Score -2.028554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -20285542.000000 Penalty: 5956.125000
	Iteration 33Q: 3 clusters Score -2.028554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -20285548.000000 Penalty: 5956.125000
	Iteration 34Q: 3 clusters Score -2.028555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -20285548.000000 Penalty: 5956.125000
	Iteration 35F: 3 clusters Score -2.028555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Entering Unmasked Estep 
Score: -2295518.500000 Penalty: 2430.458496
	Iteration 0F: 2 clusters Score -2295518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2282700.750000 Penalty: 4860.916992
	Iteration 0F: 3 clusters Score -2282701 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2286764.250000 Penalty: 4860.916992
	Iteration 1F: 3 clusters Score -2286764 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2287132.000000 Penalty: 4860.916992
	Iteration 2F: 3 clusters Score -2287132 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2287387.000000 Penalty: 4860.916992
	Iteration 3Q: 3 clusters Score -2287387 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2287605.750000 Penalty: 4860.916992
	Iteration 4Q: 3 clusters Score -2287606 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2287806.250000 Penalty: 4860.916992
	Iteration 5Q: 3 clusters Score -2287806 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2287997.250000 Penalty: 4860.916992
	Iteration 6Q: 3 clusters Score -2287997 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2288208.750000 Penalty: 4860.916992
	Iteration 7Q: 3 clusters Score -2288209 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2288462.250000 Penalty: 4860.916992
	Iteration 8Q: 3 clusters Score -2288462 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2288820.250000 Penalty: 4860.916992
	Iteration 9Q: 3 clusters Score -2288820 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2289287.250000 Penalty: 4860.916992
	Iteration 10Q: 3 clusters Score -2289287 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2289892.250000 Penalty: 4860.916992
	Iteration 11Q: 3 clusters Score -2289892 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2290573.750000 Penalty: 4860.916992
	Iteration 12Q: 3 clusters Score -2290574 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2291242.750000 Penalty: 4860.916992
	Iteration 13Q: 3 clusters Score -2291243 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2291806.750000 Penalty: 4860.916992
	Iteration 14Q: 3 clusters Score -2291807 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2292259.750000 Penalty: 4860.916992
	Iteration 15Q: 3 clusters Score -2292260 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2292584.250000 Penalty: 4860.916992
	Iteration 16Q: 3 clusters Score -2292584 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2292784.250000 Penalty: 4860.916992
	Iteration 17Q: 3 clusters Score -2292784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2292912.250000 Penalty: 4860.916992
	Iteration 18Q: 3 clusters Score -2292912 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2293020.250000 Penalty: 4860.916992
	Iteration 19Q: 3 clusters Score -2293020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2293102.750000 Penalty: 4860.916992
	Iteration 20F: 3 clusters Score -2293103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2293167.000000 Penalty: 4860.916992
	Iteration 21Q: 3 clusters Score -2293167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2293212.500000 Penalty: 4860.916992
	Iteration 22Q: 3 clusters Score -2293212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2293246.750000 Penalty: 4860.916992
	Iteration 23Q: 3 clusters Score -2293247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2293272.250000 Penalty: 4860.916992
	Iteration 24Q: 3 clusters Score -2293272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2293299.000000 Penalty: 4860.916992
	Iteration 25Q: 3 clusters Score -2293299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2293333.750000 Penalty: 4860.916992
	Iteration 26Q: 3 clusters Score -2293334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2293354.750000 Penalty: 4860.916992
	Iteration 27Q: 3 clusters Score -2293355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2293367.500000 Penalty: 4860.916992
	Iteration 28Q: 3 clusters Score -2293368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2293378.750000 Penalty: 4860.916992
	Iteration 29Q: 3 clusters Score -2293379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2293387.500000 Penalty: 4860.916992
	Iteration 30Q: 3 clusters Score -2293388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2293388.000000 Penalty: 4860.916992
	Iteration 31Q: 3 clusters Score -2293388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2293389.250000 Penalty: 4860.916992
	Iteration 32Q: 3 clusters Score -2293389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2293392.250000 Penalty: 4860.916992
	Iteration 33Q: 3 clusters Score -2293392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2293393.750000 Penalty: 4860.916992
	Iteration 34Q: 3 clusters Score -2293394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2293398.000000 Penalty: 4860.916992
	Iteration 35Q: 3 clusters Score -2293398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2293398.000000 Penalty: 4860.916992
	Iteration 36Q: 3 clusters Score -2293398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2293401.250000 Penalty: 4860.916992
	Iteration 37Q: 3 clusters Score -2293401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2293400.500000 Penalty: 4860.916992
	Iteration 38Q: 3 clusters Score -2293400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2293403.000000 Penalty: 4860.916992
	Iteration 39Q: 3 clusters Score -2293403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2293404.250000 Penalty: 4860.916992
	Iteration 40F: 3 clusters Score -2293404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2293407.000000 Penalty: 4860.916992
	Iteration 41Q: 3 clusters Score -2293407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2293411.000000 Penalty: 4860.916992
	Iteration 42Q: 3 clusters Score -2293411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2293411.250000 Penalty: 4860.916992
	Iteration 43Q: 3 clusters Score -2293411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2293413.500000 Penalty: 4860.916992
	Iteration 44Q: 3 clusters Score -2293414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2293414.000000 Penalty: 4860.916992
	Iteration 45Q: 3 clusters Score -2293414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2293417.500000 Penalty: 4860.916992
	Iteration 46Q: 3 clusters Score -2293418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2293417.500000 Penalty: 4860.916992
	Iteration 47F: 3 clusters Score -2293418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Entering Unmasked Estep 
Score: -10025481.000000 Penalty: 2797.902100
	Iteration 0F: 2 clusters Score -1.002548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -9972240.000000 Penalty: 5595.804199
	Iteration 0F: 3 clusters Score -9972240 nChanged 37204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -9993605.000000 Penalty: 5595.804199
	Iteration 1F: 3 clusters Score -9993605 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -9994802.000000 Penalty: 5595.804199
	Iteration 2Q: 3 clusters Score -9994802 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -9996326.000000 Penalty: 5595.804199
	Iteration 3Q: 3 clusters Score -9996326 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -9998795.000000 Penalty: 5595.804199
	Iteration 4F: 3 clusters Score -9998795 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -10002467.000000 Penalty: 5595.804199
	Iteration 5F: 3 clusters Score -1.000247e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -10007390.000000 Penalty: 5595.804199
	Iteration 6F: 3 clusters Score -1.000739e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -10012489.000000 Penalty: 5595.804199
	Iteration 7F: 3 clusters Score -1.001249e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -10016612.000000 Penalty: 5595.804199
	Iteration 8F: 3 clusters Score -1.001661e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -10019419.000000 Penalty: 5595.804199
	Iteration 9Q: 3 clusters Score -1.001942e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -10020892.000000 Penalty: 5595.804199
	Iteration 10Q: 3 clusters Score -1.002089e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -10021633.000000 Penalty: 5595.804199
	Iteration 11Q: 3 clusters Score -1.002163e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -10022089.000000 Penalty: 5595.804199
	Iteration 12Q: 3 clusters Score -1.002209e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -10022330.000000 Penalty: 5595.804199
	Iteration 13Q: 3 clusters Score -1.002233e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10022515.000000 Penalty: 5595.804199
	Iteration 14Q: 3 clusters Score -1.002252e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10022606.000000 Penalty: 5595.804199
	Iteration 15Q: 3 clusters Score -1.002261e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -10022718.000000 Penalty: 5595.804199
	Iteration 16Q: 3 clusters Score -1.002272e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -10022794.000000 Penalty: 5595.804199
	Iteration 17Q: 3 clusters Score -1.002279e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10022880.000000 Penalty: 5595.804199
	Iteration 18Q: 3 clusters Score -1.002288e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -10022922.000000 Penalty: 5595.804199
	Iteration 19Q: 3 clusters Score -1.002292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -10022954.000000 Penalty: 5595.804199
	Iteration 20F: 3 clusters Score -1.002295e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -10022968.000000 Penalty: 5595.804199
	Iteration 21Q: 3 clusters Score -1.002297e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -10023010.000000 Penalty: 5595.804199
	Iteration 22Q: 3 clusters Score -1.002301e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -10023050.000000 Penalty: 5595.804199
	Iteration 23Q: 3 clusters Score -1.002305e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -10023064.000000 Penalty: 5595.804199
	Iteration 24Q: 3 clusters Score -1.002306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -10023084.000000 Penalty: 5595.804199
	Iteration 25Q: 3 clusters Score -1.002308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -10023088.000000 Penalty: 5595.804199
	Iteration 26Q: 3 clusters Score -1.002309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10023112.000000 Penalty: 5595.804199
	Iteration 27Q: 3 clusters Score -1.002311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -10023121.000000 Penalty: 5595.804199
	Iteration 28Q: 3 clusters Score -1.002312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10023135.000000 Penalty: 5595.804199
	Iteration 29Q: 3 clusters Score -1.002314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -10023144.000000 Penalty: 5595.804199
	Iteration 30Q: 3 clusters Score -1.002314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -10023175.000000 Penalty: 5595.804199
	Iteration 31Q: 3 clusters Score -1.002318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -10023185.000000 Penalty: 5595.804199
	Iteration 32Q: 3 clusters Score -1.002318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -10023206.000000 Penalty: 5595.804199
	Iteration 33Q: 3 clusters Score -1.002321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -10023212.000000 Penalty: 5595.804199
	Iteration 34Q: 3 clusters Score -1.002321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -10023208.000000 Penalty: 5595.804199
	Iteration 35Q: 3 clusters Score -1.002321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -10023215.000000 Penalty: 5595.804199
	Iteration 36Q: 3 clusters Score -1.002322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -10023212.000000 Penalty: 5595.804199
	Iteration 37Q: 3 clusters Score -1.002321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -10023209.000000 Penalty: 5595.804199
	Iteration 38Q: 3 clusters Score -1.002321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -10023223.000000 Penalty: 5595.804199
	Iteration 39Q: 3 clusters Score -1.002322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -10023229.000000 Penalty: 5595.804199
	Iteration 40F: 3 clusters Score -1.002323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -10023228.000000 Penalty: 5595.804199
	Iteration 41Q: 3 clusters Score -1.002323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -10023240.000000 Penalty: 5595.804199
	Iteration 42Q: 3 clusters Score -1.002324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -10023247.000000 Penalty: 5595.804199
	Iteration 43Q: 3 clusters Score -1.002325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -10023248.000000 Penalty: 5595.804199
	Iteration 44Q: 3 clusters Score -1.002325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -10023255.000000 Penalty: 5595.804199
	Iteration 45Q: 3 clusters Score -1.002326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -10023251.000000 Penalty: 5595.804199
	Iteration 46Q: 3 clusters Score -1.002325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -10023248.000000 Penalty: 5595.804199
	Iteration 47Q: 3 clusters Score -1.002325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -10023247.000000 Penalty: 5595.804199
	Iteration 48Q: 3 clusters Score -1.002325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -10023236.000000 Penalty: 5595.804199
	Iteration 49Q: 3 clusters Score -1.002324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -10023237.000000 Penalty: 5595.804199
	Iteration 50Q: 3 clusters Score -1.002324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -10023246.000000 Penalty: 5595.804199
	Iteration 51Q: 3 clusters Score -1.002325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -10023258.000000 Penalty: 5595.804199
	Iteration 52Q: 3 clusters Score -1.002326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -10023267.000000 Penalty: 5595.804199
	Iteration 53Q: 3 clusters Score -1.002327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -10023271.000000 Penalty: 5595.804199
	Iteration 54Q: 3 clusters Score -1.002327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -10023274.000000 Penalty: 5595.804199
	Iteration 55Q: 3 clusters Score -1.002327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -10023264.000000 Penalty: 5595.804199
	Iteration 56Q: 3 clusters Score -1.002326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -10023275.000000 Penalty: 5595.804199
	Iteration 57Q: 3 clusters Score -1.002328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -10023269.000000 Penalty: 5595.804199
	Iteration 58Q: 3 clusters Score -1.002327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -10023269.000000 Penalty: 5595.804199
	Iteration 59Q: 3 clusters Score -1.002327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -10023270.000000 Penalty: 5595.804199
	Iteration 60F: 3 clusters Score -1.002327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -10023270.000000 Penalty: 5595.804199
	Iteration 61Q: 3 clusters Score -1.002327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -10023275.000000 Penalty: 5595.804199
	Iteration 62Q: 3 clusters Score -1.002328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -10023267.000000 Penalty: 5595.804199
	Iteration 63Q: 3 clusters Score -1.002327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -10023265.000000 Penalty: 5595.804199
	Iteration 64Q: 3 clusters Score -1.002326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -10023270.000000 Penalty: 5595.804199
	Iteration 65Q: 3 clusters Score -1.002327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -10023283.000000 Penalty: 5595.804199
	Iteration 66Q: 3 clusters Score -1.002328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -10023287.000000 Penalty: 5595.804199
	Iteration 67Q: 3 clusters Score -1.002329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -10023279.000000 Penalty: 5595.804199
	Iteration 68Q: 3 clusters Score -1.002328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -10023276.000000 Penalty: 5595.804199
	Iteration 69Q: 3 clusters Score -1.002328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -10023289.000000 Penalty: 5595.804199
	Iteration 70Q: 3 clusters Score -1.002329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -10023285.000000 Penalty: 5595.804199
	Iteration 71Q: 3 clusters Score -1.002328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -10023282.000000 Penalty: 5595.804199
	Iteration 72Q: 3 clusters Score -1.002328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -10023279.000000 Penalty: 5595.804199
	Iteration 73Q: 3 clusters Score -1.002328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -10023292.000000 Penalty: 5595.804199
	Iteration 74Q: 3 clusters Score -1.002329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -10023292.000000 Penalty: 5595.804199
	Iteration 75F: 3 clusters Score -1.002329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (335839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335839 members 
Entering Unmasked Estep 
Score: -42100016.000000 Penalty: 3155.647949
	Iteration 0F: 2 clusters Score -4.210002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168458 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -41890088.000000 Penalty: 6311.295898
	Iteration 0F: 3 clusters Score -4.189009e+07 nChanged 163031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -41987644.000000 Penalty: 6311.295898
	Iteration 1F: 3 clusters Score -4.198764e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -41990380.000000 Penalty: 6311.295898
	Iteration 2Q: 3 clusters Score -4.199038e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196001 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -41995144.000000 Penalty: 6311.295898
	Iteration 3Q: 3 clusters Score -4.199514e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210740 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -42003716.000000 Penalty: 6311.295898
	Iteration 4F: 3 clusters Score -4.200372e+07 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231271 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -42018320.000000 Penalty: 6311.295898
	Iteration 5F: 3 clusters Score -4.201832e+07 nChanged 26138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256267 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -42038876.000000 Penalty: 6311.295898
	Iteration 6F: 3 clusters Score -4.203888e+07 nChanged 26092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281685 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -42060376.000000 Penalty: 6311.295898
	Iteration 7F: 3 clusters Score -4.206038e+07 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301686 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -42076684.000000 Penalty: 6311.295898
	Iteration 8F: 3 clusters Score -4.207668e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314528 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -42086328.000000 Penalty: 6311.295898
	Iteration 9Q: 3 clusters Score -4.208633e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322146 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -42092040.000000 Penalty: 6311.295898
	Iteration 10Q: 3 clusters Score -4.209204e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326663 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -42094256.000000 Penalty: 6311.295898
	Iteration 11Q: 3 clusters Score -4.209426e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329376 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -42095628.000000 Penalty: 6311.295898
	Iteration 12Q: 3 clusters Score -4.209563e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331088 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -42096724.000000 Penalty: 6311.295898
	Iteration 13Q: 3 clusters Score -4.209672e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332095 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -42097136.000000 Penalty: 6311.295898
	Iteration 14Q: 3 clusters Score -4.209714e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332725 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -42097404.000000 Penalty: 6311.295898
	Iteration 15Q: 3 clusters Score -4.20974e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333127 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -42097736.000000 Penalty: 6311.295898
	Iteration 16Q: 3 clusters Score -4.209774e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333384 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -42097884.000000 Penalty: 6311.295898
	Iteration 17Q: 3 clusters Score -4.209788e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333548 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -42097912.000000 Penalty: 6311.295898
	Iteration 18Q: 3 clusters Score -4.209791e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333649 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -42097988.000000 Penalty: 6311.295898
	Iteration 19Q: 3 clusters Score -4.209799e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333730 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -42098032.000000 Penalty: 6311.295898
	Iteration 20F: 3 clusters Score -4.209803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333783 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -42098124.000000 Penalty: 6311.295898
	Iteration 21Q: 3 clusters Score -4.209812e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333834 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -42098084.000000 Penalty: 6311.295898
	Iteration 22Q: 3 clusters Score -4.209808e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333876 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -42098104.000000 Penalty: 6311.295898
	Iteration 23Q: 3 clusters Score -4.20981e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333904 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -42098184.000000 Penalty: 6311.295898
	Iteration 24Q: 3 clusters Score -4.209818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333920 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -42098168.000000 Penalty: 6311.295898
	Iteration 25Q: 3 clusters Score -4.209817e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333936 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -42098192.000000 Penalty: 6311.295898
	Iteration 26Q: 3 clusters Score -4.209819e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333956 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -42098248.000000 Penalty: 6311.295898
	Iteration 27Q: 3 clusters Score -4.209825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333956 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -42098220.000000 Penalty: 6311.295898
	Iteration 28Q: 3 clusters Score -4.209822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333961 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -42098244.000000 Penalty: 6311.295898
	Iteration 29Q: 3 clusters Score -4.209824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333967 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -42098256.000000 Penalty: 6311.295898
	Iteration 30Q: 3 clusters Score -4.209826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333973 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -42098308.000000 Penalty: 6311.295898
	Iteration 31Q: 3 clusters Score -4.209831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333989 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -42098312.000000 Penalty: 6311.295898
	Iteration 32Q: 3 clusters Score -4.209831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333991 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -42098284.000000 Penalty: 6311.295898
	Iteration 33Q: 3 clusters Score -4.209828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333996 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -42098300.000000 Penalty: 6311.295898
	Iteration 34Q: 3 clusters Score -4.20983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334001 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -42098316.000000 Penalty: 6311.295898
	Iteration 35Q: 3 clusters Score -4.209832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334011 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -42098288.000000 Penalty: 6311.295898
	Iteration 36Q: 3 clusters Score -4.209829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334012 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -42098288.000000 Penalty: 6311.295898
	Iteration 37Q: 3 clusters Score -4.209829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334014 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -42098292.000000 Penalty: 6311.295898
	Iteration 38Q: 3 clusters Score -4.209829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334018 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -42098276.000000 Penalty: 6311.295898
	Iteration 39Q: 3 clusters Score -4.209828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334019 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -42098276.000000 Penalty: 6311.295898
	Iteration 40F: 3 clusters Score -4.209828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334021 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -42098276.000000 Penalty: 6311.295898
	Iteration 41Q: 3 clusters Score -4.209828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334022 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -42098260.000000 Penalty: 6311.295898
	Iteration 42Q: 3 clusters Score -4.209826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334025 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -42098264.000000 Penalty: 6311.295898
	Iteration 43Q: 3 clusters Score -4.209826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334027 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -42098276.000000 Penalty: 6311.295898
	Iteration 44Q: 3 clusters Score -4.209828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334028 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -42098284.000000 Penalty: 6311.295898
	Iteration 45Q: 3 clusters Score -4.209828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334029 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -42098296.000000 Penalty: 6311.295898
	Iteration 46Q: 3 clusters Score -4.20983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334030 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -42098272.000000 Penalty: 6311.295898
	Iteration 47Q: 3 clusters Score -4.209827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334030 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -42098268.000000 Penalty: 6311.295898
	Iteration 48Q: 3 clusters Score -4.209827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334032 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -42098272.000000 Penalty: 6311.295898
	Iteration 49Q: 3 clusters Score -4.209827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334031 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -42098280.000000 Penalty: 6311.295898
	Iteration 50Q: 3 clusters Score -4.209828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334029 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -42098316.000000 Penalty: 6311.295898
	Iteration 51Q: 3 clusters Score -4.209832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334028 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -42098300.000000 Penalty: 6311.295898
	Iteration 52Q: 3 clusters Score -4.20983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334030 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -42098280.000000 Penalty: 6311.295898
	Iteration 53Q: 3 clusters Score -4.209828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334031 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -42098268.000000 Penalty: 6311.295898
	Iteration 54Q: 3 clusters Score -4.209827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334033 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -42098288.000000 Penalty: 6311.295898
	Iteration 55Q: 3 clusters Score -4.209829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334033 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -42098288.000000 Penalty: 6311.295898
	Iteration 56Q: 3 clusters Score -4.209829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334032 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -42098288.000000 Penalty: 6311.295898
	Iteration 57Q: 3 clusters Score -4.209829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334033 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -42098292.000000 Penalty: 6311.295898
	Iteration 58Q: 3 clusters Score -4.209829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334036 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -42098300.000000 Penalty: 6311.295898
	Iteration 59Q: 3 clusters Score -4.20983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334038 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -42098296.000000 Penalty: 6311.295898
	Iteration 60F: 3 clusters Score -4.20983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -727329.125000 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -727329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -722257.375000 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -722257.4 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -723530.875000 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -723530.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -723760.562500 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -723760.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -723904.750000 Penalty: 4305.528809
	Iteration 3Q: 3 clusters Score -723904.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -724014.187500 Penalty: 4305.528809
	Iteration 4Q: 3 clusters Score -724014.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -724080.000000 Penalty: 4305.528809
	Iteration 5Q: 3 clusters Score -724080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -724129.625000 Penalty: 4305.528809
	Iteration 6Q: 3 clusters Score -724129.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -724164.062500 Penalty: 4305.528809
	Iteration 7Q: 3 clusters Score -724164.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -724189.062500 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -724189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -724214.687500 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -724214.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -724248.375000 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -724248.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -724273.562500 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -724273.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -724293.812500 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -724293.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -724308.562500 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -724308.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -724318.062500 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -724318.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -724325.750000 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -724325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -724333.437500 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -724333.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -724341.500000 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -724341.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -724349.875000 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -724349.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -724357.500000 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -724357.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -724367.187500 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -724367.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -724372.500000 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -724372.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -724381.000000 Penalty: 4305.528809
	Iteration 22Q: 3 clusters Score -724381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724387.937500 Penalty: 4305.528809
	Iteration 23Q: 3 clusters Score -724387.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -724396.375000 Penalty: 4305.528809
	Iteration 24Q: 3 clusters Score -724396.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -724405.562500 Penalty: 4305.528809
	Iteration 25Q: 3 clusters Score -724405.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724414.000000 Penalty: 4305.528809
	Iteration 26Q: 3 clusters Score -724414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -724421.125000 Penalty: 4305.528809
	Iteration 27Q: 3 clusters Score -724421.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724429.250000 Penalty: 4305.528809
	Iteration 28Q: 3 clusters Score -724429.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724435.937500 Penalty: 4305.528809
	Iteration 29Q: 3 clusters Score -724435.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -724442.500000 Penalty: 4305.528809
	Iteration 30Q: 3 clusters Score -724442.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -724452.062500 Penalty: 4305.528809
	Iteration 31Q: 3 clusters Score -724452.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -724464.750000 Penalty: 4305.528809
	Iteration 32Q: 3 clusters Score -724464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -724473.875000 Penalty: 4305.528809
	Iteration 33Q: 3 clusters Score -724473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -724485.125000 Penalty: 4305.528809
	Iteration 34Q: 3 clusters Score -724485.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -724499.125000 Penalty: 4305.528809
	Iteration 35Q: 3 clusters Score -724499.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -724516.062500 Penalty: 4305.528809
	Iteration 36Q: 3 clusters Score -724516.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -724532.250000 Penalty: 4305.528809
	Iteration 37Q: 3 clusters Score -724532.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -724541.250000 Penalty: 4305.528809
	Iteration 38Q: 3 clusters Score -724541.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -724551.750000 Penalty: 4305.528809
	Iteration 39Q: 3 clusters Score -724551.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -724562.750000 Penalty: 4305.528809
	Iteration 40F: 3 clusters Score -724562.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -724572.812500 Penalty: 4305.528809
	Iteration 41Q: 3 clusters Score -724572.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -724586.250000 Penalty: 4305.528809
	Iteration 42Q: 3 clusters Score -724586.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -724595.500000 Penalty: 4305.528809
	Iteration 43Q: 3 clusters Score -724595.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -724606.812500 Penalty: 4305.528809
	Iteration 44Q: 3 clusters Score -724606.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -724618.625000 Penalty: 4305.528809
	Iteration 45Q: 3 clusters Score -724618.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -724630.875000 Penalty: 4305.528809
	Iteration 46Q: 3 clusters Score -724630.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -724649.125000 Penalty: 4305.528809
	Iteration 47Q: 3 clusters Score -724649.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -724673.062500 Penalty: 4305.528809
	Iteration 48Q: 3 clusters Score -724673.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -724696.437500 Penalty: 4305.528809
	Iteration 49Q: 3 clusters Score -724696.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -724724.500000 Penalty: 4305.528809
	Iteration 50Q: 3 clusters Score -724724.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -724750.625000 Penalty: 4305.528809
	Iteration 51Q: 3 clusters Score -724750.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -724792.437500 Penalty: 4305.528809
	Iteration 52Q: 3 clusters Score -724792.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -724833.687500 Penalty: 4305.528809
	Iteration 53Q: 3 clusters Score -724833.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -724882.125000 Penalty: 4305.528809
	Iteration 54Q: 3 clusters Score -724882.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -724927.937500 Penalty: 4305.528809
	Iteration 55Q: 3 clusters Score -724927.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -724976.187500 Penalty: 4305.528809
	Iteration 56Q: 3 clusters Score -724976.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -725022.312500 Penalty: 4305.528809
	Iteration 57Q: 3 clusters Score -725022.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -725072.625000 Penalty: 4305.528809
	Iteration 58Q: 3 clusters Score -725072.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -725114.437500 Penalty: 4305.528809
	Iteration 59Q: 3 clusters Score -725114.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -725157.000000 Penalty: 4305.528809
	Iteration 60F: 3 clusters Score -725157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -725195.500000 Penalty: 4305.528809
	Iteration 61Q: 3 clusters Score -725195.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -725224.687500 Penalty: 4305.528809
	Iteration 62Q: 3 clusters Score -725224.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -725252.625000 Penalty: 4305.528809
	Iteration 63Q: 3 clusters Score -725252.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -725279.125000 Penalty: 4305.528809
	Iteration 64Q: 3 clusters Score -725279.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -725303.875000 Penalty: 4305.528809
	Iteration 65Q: 3 clusters Score -725303.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -725320.250000 Penalty: 4305.528809
	Iteration 66Q: 3 clusters Score -725320.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -725338.875000 Penalty: 4305.528809
	Iteration 67Q: 3 clusters Score -725338.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -725361.875000 Penalty: 4305.528809
	Iteration 68Q: 3 clusters Score -725361.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -725378.875000 Penalty: 4305.528809
	Iteration 69Q: 3 clusters Score -725378.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -725394.062500 Penalty: 4305.528809
	Iteration 70Q: 3 clusters Score -725394.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -725404.125000 Penalty: 4305.528809
	Iteration 71Q: 3 clusters Score -725404.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -725418.937500 Penalty: 4305.528809
	Iteration 72Q: 3 clusters Score -725418.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -725435.937500 Penalty: 4305.528809
	Iteration 73Q: 3 clusters Score -725435.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -725453.437500 Penalty: 4305.528809
	Iteration 74Q: 3 clusters Score -725453.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725464.625000 Penalty: 4305.528809
	Iteration 75Q: 3 clusters Score -725464.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -725473.312500 Penalty: 4305.528809
	Iteration 76Q: 3 clusters Score -725473.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -725482.000000 Penalty: 4305.528809
	Iteration 77Q: 3 clusters Score -725482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -725491.437500 Penalty: 4305.528809
	Iteration 78Q: 3 clusters Score -725491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -725500.625000 Penalty: 4305.528809
	Iteration 79Q: 3 clusters Score -725500.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -725508.875000 Penalty: 4305.528809
	Iteration 80F: 3 clusters Score -725508.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -725515.000000 Penalty: 4305.528809
	Iteration 81Q: 3 clusters Score -725515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -725517.562500 Penalty: 4305.528809
	Iteration 82Q: 3 clusters Score -725517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -725522.312500 Penalty: 4305.528809
	Iteration 83Q: 3 clusters Score -725522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -725525.062500 Penalty: 4305.528809
	Iteration 84Q: 3 clusters Score -725525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -725528.375000 Penalty: 4305.528809
	Iteration 85Q: 3 clusters Score -725528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -725532.187500 Penalty: 4305.528809
	Iteration 86Q: 3 clusters Score -725532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -725533.187500 Penalty: 4305.528809
	Iteration 87Q: 3 clusters Score -725533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -725537.125000 Penalty: 4305.528809
	Iteration 88Q: 3 clusters Score -725537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -725539.312500 Penalty: 4305.528809
	Iteration 89Q: 3 clusters Score -725539.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -725545.187500 Penalty: 4305.528809
	Iteration 90Q: 3 clusters Score -725545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -725550.062500 Penalty: 4305.528809
	Iteration 91Q: 3 clusters Score -725550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -725554.500000 Penalty: 4305.528809
	Iteration 92Q: 3 clusters Score -725554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -725557.250000 Penalty: 4305.528809
	Iteration 93Q: 3 clusters Score -725557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -725563.437500 Penalty: 4305.528809
	Iteration 94Q: 3 clusters Score -725563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -725566.812500 Penalty: 4305.528809
	Iteration 95Q: 3 clusters Score -725566.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -725573.187500 Penalty: 4305.528809
	Iteration 96Q: 3 clusters Score -725573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -725574.062500 Penalty: 4305.528809
	Iteration 97Q: 3 clusters Score -725574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -725578.562500 Penalty: 4305.528809
	Iteration 98Q: 3 clusters Score -725578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -725580.250000 Penalty: 4305.528809
	Iteration 99Q: 3 clusters Score -725580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -725581.687500 Penalty: 4305.528809
	Iteration 100F: 3 clusters Score -725581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -725582.312500 Penalty: 4305.528809
	Iteration 101Q: 3 clusters Score -725582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -725582.312500 Penalty: 4305.528809
	Iteration 102F: 3 clusters Score -725582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 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 350 members 
Entering Unmasked Estep 
Score: -77124.796875 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77124.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77427.867188 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77427.87 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77536.687500 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77536.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77642.843750 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77642.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77786.898438 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77786.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77905.703125 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77905.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78012.882812 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -78012.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78078.382812 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -78078.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78120.007812 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -78120.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78149.015625 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -78149.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78191.164062 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -78191.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78214.671875 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -78214.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78224.843750 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -78224.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78236.476562 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -78236.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78245.609375 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -78245.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78250.531250 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78250.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78250.531250 Penalty: 3272.860352
	Iteration 16F: 3 clusters Score -78250.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Entering Unmasked Estep 
Score: -1375894.250000 Penalty: 2320.673096
	Iteration 0F: 2 clusters Score -1375894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1367273.375000 Penalty: 4641.346191
	Iteration 0F: 3 clusters Score -1367273 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1370193.625000 Penalty: 4641.346191
	Iteration 1F: 3 clusters Score -1370194 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1370704.375000 Penalty: 4641.346191
	Iteration 2F: 3 clusters Score -1370704 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1371140.125000 Penalty: 4641.346191
	Iteration 3F: 3 clusters Score -1371140 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1371511.875000 Penalty: 4641.346191
	Iteration 4F: 3 clusters Score -1371512 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1371830.125000 Penalty: 4641.346191
	Iteration 5Q: 3 clusters Score -1371830 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1372094.125000 Penalty: 4641.346191
	Iteration 6Q: 3 clusters Score -1372094 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1372308.000000 Penalty: 4641.346191
	Iteration 7Q: 3 clusters Score -1372308 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1372501.750000 Penalty: 4641.346191
	Iteration 8Q: 3 clusters Score -1372502 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1372702.625000 Penalty: 4641.346191
	Iteration 9Q: 3 clusters Score -1372703 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1372891.000000 Penalty: 4641.346191
	Iteration 10Q: 3 clusters Score -1372891 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1373049.750000 Penalty: 4641.346191
	Iteration 11Q: 3 clusters Score -1373050 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1373178.875000 Penalty: 4641.346191
	Iteration 12Q: 3 clusters Score -1373179 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1373290.000000 Penalty: 4641.346191
	Iteration 13Q: 3 clusters Score -1373290 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1373397.250000 Penalty: 4641.346191
	Iteration 14Q: 3 clusters Score -1373397 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1373486.250000 Penalty: 4641.346191
	Iteration 15Q: 3 clusters Score -1373486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1373542.250000 Penalty: 4641.346191
	Iteration 16Q: 3 clusters Score -1373542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1373588.125000 Penalty: 4641.346191
	Iteration 17Q: 3 clusters Score -1373588 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1373651.125000 Penalty: 4641.346191
	Iteration 18Q: 3 clusters Score -1373651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1373686.625000 Penalty: 4641.346191
	Iteration 19Q: 3 clusters Score -1373687 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1373725.500000 Penalty: 4641.346191
	Iteration 20F: 3 clusters Score -1373726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1373752.250000 Penalty: 4641.346191
	Iteration 21Q: 3 clusters Score -1373752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1373777.125000 Penalty: 4641.346191
	Iteration 22Q: 3 clusters Score -1373777 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1373805.625000 Penalty: 4641.346191
	Iteration 23Q: 3 clusters Score -1373806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1373829.000000 Penalty: 4641.346191
	Iteration 24Q: 3 clusters Score -1373829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1373849.875000 Penalty: 4641.346191
	Iteration 25Q: 3 clusters Score -1373850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1373870.500000 Penalty: 4641.346191
	Iteration 26Q: 3 clusters Score -1373870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1373883.375000 Penalty: 4641.346191
	Iteration 27Q: 3 clusters Score -1373883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1373902.000000 Penalty: 4641.346191
	Iteration 28Q: 3 clusters Score -1373902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1373926.500000 Penalty: 4641.346191
	Iteration 29Q: 3 clusters Score -1373926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1373939.625000 Penalty: 4641.346191
	Iteration 30Q: 3 clusters Score -1373940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1373960.875000 Penalty: 4641.346191
	Iteration 31Q: 3 clusters Score -1373961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1373977.250000 Penalty: 4641.346191
	Iteration 32Q: 3 clusters Score -1373977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1373995.375000 Penalty: 4641.346191
	Iteration 33Q: 3 clusters Score -1373995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1374019.500000 Penalty: 4641.346191
	Iteration 34Q: 3 clusters Score -1374020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1374064.375000 Penalty: 4641.346191
	Iteration 35Q: 3 clusters Score -1374064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1374122.625000 Penalty: 4641.346191
	Iteration 36Q: 3 clusters Score -1374123 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1374200.500000 Penalty: 4641.346191
	Iteration 37Q: 3 clusters Score -1374200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1374273.375000 Penalty: 4641.346191
	Iteration 38Q: 3 clusters Score -1374273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1374328.125000 Penalty: 4641.346191
	Iteration 39Q: 3 clusters Score -1374328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1374369.125000 Penalty: 4641.346191
	Iteration 40F: 3 clusters Score -1374369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1374397.000000 Penalty: 4641.346191
	Iteration 41Q: 3 clusters Score -1374397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1374420.250000 Penalty: 4641.346191
	Iteration 42Q: 3 clusters Score -1374420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1374435.875000 Penalty: 4641.346191
	Iteration 43Q: 3 clusters Score -1374436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1374456.625000 Penalty: 4641.346191
	Iteration 44Q: 3 clusters Score -1374457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1374465.125000 Penalty: 4641.346191
	Iteration 45Q: 3 clusters Score -1374465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1374477.500000 Penalty: 4641.346191
	Iteration 46Q: 3 clusters Score -1374478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1374482.000000 Penalty: 4641.346191
	Iteration 47Q: 3 clusters Score -1374482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1374492.000000 Penalty: 4641.346191
	Iteration 48Q: 3 clusters Score -1374492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1374495.750000 Penalty: 4641.346191
	Iteration 49Q: 3 clusters Score -1374496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1374503.375000 Penalty: 4641.346191
	Iteration 50Q: 3 clusters Score -1374503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1374511.375000 Penalty: 4641.346191
	Iteration 51Q: 3 clusters Score -1374511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1374513.500000 Penalty: 4641.346191
	Iteration 52Q: 3 clusters Score -1374514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1374514.125000 Penalty: 4641.346191
	Iteration 53Q: 3 clusters Score -1374514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1374514.500000 Penalty: 4641.346191
	Iteration 54Q: 3 clusters Score -1374514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1374518.125000 Penalty: 4641.346191
	Iteration 55Q: 3 clusters Score -1374518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1374518.000000 Penalty: 4641.346191
	Iteration 56Q: 3 clusters Score -1374518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1374519.500000 Penalty: 4641.346191
	Iteration 57Q: 3 clusters Score -1374520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1374523.875000 Penalty: 4641.346191
	Iteration 58Q: 3 clusters Score -1374524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1374524.875000 Penalty: 4641.346191
	Iteration 59Q: 3 clusters Score -1374525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1374522.625000 Penalty: 4641.346191
	Iteration 60F: 3 clusters Score -1374523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1374522.250000 Penalty: 4641.346191
	Iteration 61Q: 3 clusters Score -1374522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1374523.500000 Penalty: 4641.346191
	Iteration 62Q: 3 clusters Score -1374524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1374523.500000 Penalty: 4641.346191
	Iteration 63Q: 3 clusters Score -1374524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1374531.500000 Penalty: 4641.346191
	Iteration 64Q: 3 clusters Score -1374532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1374536.625000 Penalty: 4641.346191
	Iteration 65Q: 3 clusters Score -1374537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1374534.375000 Penalty: 4641.346191
	Iteration 66Q: 3 clusters Score -1374534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1374533.750000 Penalty: 4641.346191
	Iteration 67Q: 3 clusters Score -1374534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1374535.250000 Penalty: 4641.346191
	Iteration 68Q: 3 clusters Score -1374535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1374542.375000 Penalty: 4641.346191
	Iteration 69Q: 3 clusters Score -1374542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1374541.250000 Penalty: 4641.346191
	Iteration 70Q: 3 clusters Score -1374541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1374541.875000 Penalty: 4641.346191
	Iteration 71Q: 3 clusters Score -1374542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1374541.500000 Penalty: 4641.346191
	Iteration 72Q: 3 clusters Score -1374542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1374543.750000 Penalty: 4641.346191
	Iteration 73Q: 3 clusters Score -1374544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1374546.250000 Penalty: 4641.346191
	Iteration 74Q: 3 clusters Score -1374546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1374544.875000 Penalty: 4641.346191
	Iteration 75Q: 3 clusters Score -1374545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1374546.375000 Penalty: 4641.346191
	Iteration 76Q: 3 clusters Score -1374546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1374546.375000 Penalty: 4641.346191
	Iteration 77Q: 3 clusters Score -1374546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1374550.125000 Penalty: 4641.346191
	Iteration 78Q: 3 clusters Score -1374550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1374552.500000 Penalty: 4641.346191
	Iteration 79Q: 3 clusters Score -1374552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1374557.375000 Penalty: 4641.346191
	Iteration 80F: 3 clusters Score -1374557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1374557.375000 Penalty: 4641.346191
	Iteration 81Q: 3 clusters Score -1374557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1374554.625000 Penalty: 4641.346191
	Iteration 82Q: 3 clusters Score -1374555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1374554.375000 Penalty: 4641.346191
	Iteration 83Q: 3 clusters Score -1374554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1374552.375000 Penalty: 4641.346191
	Iteration 84Q: 3 clusters Score -1374552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1374555.625000 Penalty: 4641.346191
	Iteration 85Q: 3 clusters Score -1374556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1374559.875000 Penalty: 4641.346191
	Iteration 86Q: 3 clusters Score -1374560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1374558.375000 Penalty: 4641.346191
	Iteration 87Q: 3 clusters Score -1374558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1374558.625000 Penalty: 4641.346191
	Iteration 88Q: 3 clusters Score -1374559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1374563.500000 Penalty: 4641.346191
	Iteration 89Q: 3 clusters Score -1374564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1374563.250000 Penalty: 4641.346191
	Iteration 90Q: 3 clusters Score -1374563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1374563.125000 Penalty: 4641.346191
	Iteration 91Q: 3 clusters Score -1374563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1374565.000000 Penalty: 4641.346191
	Iteration 92Q: 3 clusters Score -1374565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1374566.000000 Penalty: 4641.346191
	Iteration 93Q: 3 clusters Score -1374566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1374570.250000 Penalty: 4641.346191
	Iteration 94Q: 3 clusters Score -1374570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1374568.750000 Penalty: 4641.346191
	Iteration 95Q: 3 clusters Score -1374569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1374567.875000 Penalty: 4641.346191
	Iteration 96Q: 3 clusters Score -1374568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1374567.125000 Penalty: 4641.346191
	Iteration 97Q: 3 clusters Score -1374567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1374566.875000 Penalty: 4641.346191
	Iteration 98Q: 3 clusters Score -1374567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1374569.125000 Penalty: 4641.346191
	Iteration 99Q: 3 clusters Score -1374569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1374569.125000 Penalty: 4641.346191
	Iteration 100F: 3 clusters Score -1374569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -266896.593750 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -266896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -263990.593750 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -263990.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264703.843750 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -264703.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -264961.562500 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -264961.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -265130.750000 Penalty: 3886.250977
	Iteration 3F: 3 clusters Score -265130.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -265245.843750 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -265245.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265330.218750 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -265330.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -265374.500000 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -265374.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265413.625000 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -265413.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -265451.500000 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -265451.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -265496.500000 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -265496.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265536.218750 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -265536.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -265577.187500 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -265577.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -265617.843750 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -265617.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -265658.187500 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -265658.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -265695.250000 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -265695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -265723.375000 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -265723.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -265743.218750 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -265743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -265756.625000 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -265756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -265769.281250 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -265769.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -265783.906250 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -265783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -265791.156250 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -265791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -265798.562500 Penalty: 3886.250977
	Iteration 21Q: 3 clusters Score -265798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265802.406250 Penalty: 3886.250977
	Iteration 22Q: 3 clusters Score -265802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265804.812500 Penalty: 3886.250977
	Iteration 23Q: 3 clusters Score -265804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265807.625000 Penalty: 3886.250977
	Iteration 24Q: 3 clusters Score -265807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -265813.031250 Penalty: 3886.250977
	Iteration 25Q: 3 clusters Score -265813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -265820.750000 Penalty: 3886.250977
	Iteration 26Q: 3 clusters Score -265820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -265828.937500 Penalty: 3886.250977
	Iteration 27Q: 3 clusters Score -265828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -265836.093750 Penalty: 3886.250977
	Iteration 28Q: 3 clusters Score -265836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -265842.093750 Penalty: 3886.250977
	Iteration 29Q: 3 clusters Score -265842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -265849.125000 Penalty: 3886.250977
	Iteration 30Q: 3 clusters Score -265849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -265860.281250 Penalty: 3886.250977
	Iteration 31Q: 3 clusters Score -265860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -265867.406250 Penalty: 3886.250977
	Iteration 32Q: 3 clusters Score -265867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -265871.687500 Penalty: 3886.250977
	Iteration 33Q: 3 clusters Score -265871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -265876.250000 Penalty: 3886.250977
	Iteration 34Q: 3 clusters Score -265876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -265877.968750 Penalty: 3886.250977
	Iteration 35Q: 3 clusters Score -265878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -265878.718750 Penalty: 3886.250977
	Iteration 36Q: 3 clusters Score -265878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265879.562500 Penalty: 3886.250977
	Iteration 37Q: 3 clusters Score -265879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265881.125000 Penalty: 3886.250977
	Iteration 38Q: 3 clusters Score -265881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265881.843750 Penalty: 3886.250977
	Iteration 39Q: 3 clusters Score -265881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265881.843750 Penalty: 3886.250977
	Iteration 40F: 3 clusters Score -265881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -68691.960938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -68691.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67088.929688 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -67088.93 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67257.570312 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -67257.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67306.210938 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -67306.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67334.039062 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -67334.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67356.929688 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -67356.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67371.140625 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -67371.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67389.070312 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -67389.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67423.101562 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -67423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67445.257812 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -67445.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67459.492188 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -67459.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67467.226562 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -67467.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67472.328125 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -67472.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67477.265625 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -67477.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67481.226562 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -67481.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67482.101562 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -67482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67482.101562 Penalty: 3173.703125
	Iteration 15F: 3 clusters Score -67482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Entering Unmasked Estep 
Score: -4729615.500000 Penalty: 2617.447266
	Iteration 0F: 2 clusters Score -4729616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4703716.500000 Penalty: 5234.894531
	Iteration 0F: 3 clusters Score -4703716 nChanged 17329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4713345.500000 Penalty: 5234.894531
	Iteration 1F: 3 clusters Score -4713346 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4713997.500000 Penalty: 5234.894531
	Iteration 2Q: 3 clusters Score -4713998 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4714677.500000 Penalty: 5234.894531
	Iteration 3Q: 3 clusters Score -4714678 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4715576.500000 Penalty: 5234.894531
	Iteration 4Q: 3 clusters Score -4715576 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4716777.000000 Penalty: 5234.894531
	Iteration 5F: 3 clusters Score -4716777 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4718544.000000 Penalty: 5234.894531
	Iteration 6F: 3 clusters Score -4718544 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4720912.500000 Penalty: 5234.894531
	Iteration 7F: 3 clusters Score -4720912 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4723438.500000 Penalty: 5234.894531
	Iteration 8F: 3 clusters Score -4723438 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4725380.500000 Penalty: 5234.894531
	Iteration 9F: 3 clusters Score -4725380 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4726525.500000 Penalty: 5234.894531
	Iteration 10Q: 3 clusters Score -4726526 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4727059.500000 Penalty: 5234.894531
	Iteration 11Q: 3 clusters Score -4727060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4727300.500000 Penalty: 5234.894531
	Iteration 12Q: 3 clusters Score -4727300 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4727433.500000 Penalty: 5234.894531
	Iteration 13Q: 3 clusters Score -4727434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4727512.000000 Penalty: 5234.894531
	Iteration 14Q: 3 clusters Score -4727512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4727568.500000 Penalty: 5234.894531
	Iteration 15Q: 3 clusters Score -4727568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4727601.000000 Penalty: 5234.894531
	Iteration 16Q: 3 clusters Score -4727601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4727636.500000 Penalty: 5234.894531
	Iteration 17Q: 3 clusters Score -4727636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4727665.500000 Penalty: 5234.894531
	Iteration 18Q: 3 clusters Score -4727666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4727689.500000 Penalty: 5234.894531
	Iteration 19Q: 3 clusters Score -4727690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4727713.500000 Penalty: 5234.894531
	Iteration 20F: 3 clusters Score -4727714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4727721.500000 Penalty: 5234.894531
	Iteration 21Q: 3 clusters Score -4727722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4727744.000000 Penalty: 5234.894531
	Iteration 22Q: 3 clusters Score -4727744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4727762.500000 Penalty: 5234.894531
	Iteration 23Q: 3 clusters Score -4727762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4727768.500000 Penalty: 5234.894531
	Iteration 24Q: 3 clusters Score -4727768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4727787.000000 Penalty: 5234.894531
	Iteration 25Q: 3 clusters Score -4727787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4727789.500000 Penalty: 5234.894531
	Iteration 26Q: 3 clusters Score -4727790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4727785.500000 Penalty: 5234.894531
	Iteration 27Q: 3 clusters Score -4727786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4727795.500000 Penalty: 5234.894531
	Iteration 28Q: 3 clusters Score -4727796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4727800.500000 Penalty: 5234.894531
	Iteration 29Q: 3 clusters Score -4727800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4727806.000000 Penalty: 5234.894531
	Iteration 30Q: 3 clusters Score -4727806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4727806.500000 Penalty: 5234.894531
	Iteration 31Q: 3 clusters Score -4727806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4727804.500000 Penalty: 5234.894531
	Iteration 32Q: 3 clusters Score -4727804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4727805.000000 Penalty: 5234.894531
	Iteration 33Q: 3 clusters Score -4727805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4727808.000000 Penalty: 5234.894531
	Iteration 34Q: 3 clusters Score -4727808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4727808.000000 Penalty: 5234.894531
	Iteration 35F: 3 clusters Score -4727808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Entering Unmasked Estep 
Score: -1253772.750000 Penalty: 2289.342773
	Iteration 0F: 2 clusters Score -1253773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1245985.625000 Penalty: 4578.685547
	Iteration 0F: 3 clusters Score -1245986 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1248545.625000 Penalty: 4578.685547
	Iteration 1F: 3 clusters Score -1248546 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1249139.750000 Penalty: 4578.685547
	Iteration 2F: 3 clusters Score -1249140 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1249701.750000 Penalty: 4578.685547
	Iteration 3F: 3 clusters Score -1249702 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1250233.375000 Penalty: 4578.685547
	Iteration 4F: 3 clusters Score -1250233 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1250833.125000 Penalty: 4578.685547
	Iteration 5F: 3 clusters Score -1250833 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1251450.125000 Penalty: 4578.685547
	Iteration 6F: 3 clusters Score -1251450 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1251974.375000 Penalty: 4578.685547
	Iteration 7F: 3 clusters Score -1251974 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1252365.000000 Penalty: 4578.685547
	Iteration 8Q: 3 clusters Score -1252365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1252585.375000 Penalty: 4578.685547
	Iteration 9Q: 3 clusters Score -1252585 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1252721.000000 Penalty: 4578.685547
	Iteration 10Q: 3 clusters Score -1252721 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1252807.875000 Penalty: 4578.685547
	Iteration 11Q: 3 clusters Score -1252808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1252876.375000 Penalty: 4578.685547
	Iteration 12Q: 3 clusters Score -1252876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1252926.375000 Penalty: 4578.685547
	Iteration 13Q: 3 clusters Score -1252926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1252957.250000 Penalty: 4578.685547
	Iteration 14Q: 3 clusters Score -1252957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1252983.875000 Penalty: 4578.685547
	Iteration 15Q: 3 clusters Score -1252984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1253012.750000 Penalty: 4578.685547
	Iteration 16Q: 3 clusters Score -1253013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1253028.125000 Penalty: 4578.685547
	Iteration 17Q: 3 clusters Score -1253028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1253038.750000 Penalty: 4578.685547
	Iteration 18Q: 3 clusters Score -1253039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1253053.125000 Penalty: 4578.685547
	Iteration 19Q: 3 clusters Score -1253053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1253066.375000 Penalty: 4578.685547
	Iteration 20F: 3 clusters Score -1253066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1253078.875000 Penalty: 4578.685547
	Iteration 21Q: 3 clusters Score -1253079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1253087.125000 Penalty: 4578.685547
	Iteration 22Q: 3 clusters Score -1253087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1253094.500000 Penalty: 4578.685547
	Iteration 23Q: 3 clusters Score -1253094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1253100.500000 Penalty: 4578.685547
	Iteration 24Q: 3 clusters Score -1253100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1253105.375000 Penalty: 4578.685547
	Iteration 25Q: 3 clusters Score -1253105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1253107.750000 Penalty: 4578.685547
	Iteration 26Q: 3 clusters Score -1253108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1253109.000000 Penalty: 4578.685547
	Iteration 27Q: 3 clusters Score -1253109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1253109.000000 Penalty: 4578.685547
	Iteration 28F: 3 clusters Score -1253109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -683917.750000 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -683917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -678947.312500 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -678947.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -680161.437500 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -680161.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -680437.750000 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -680437.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -680636.312500 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -680636.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -680790.812500 Penalty: 4289.604492
	Iteration 4Q: 3 clusters Score -680790.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -680923.937500 Penalty: 4289.604492
	Iteration 5Q: 3 clusters Score -680923.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -681050.312500 Penalty: 4289.604492
	Iteration 6Q: 3 clusters Score -681050.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -681173.875000 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -681173.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -681309.062500 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -681309.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -681459.687500 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -681459.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -681633.250000 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -681633.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -681780.187500 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -681780.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -681901.187500 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -681901.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -682034.562500 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -682034.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -682183.750000 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -682183.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -682327.062500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -682327.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -682431.562500 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -682431.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -682499.625000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -682499.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -682539.812500 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -682539.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -682574.625000 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -682574.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -682600.875000 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -682600.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -682611.312500 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -682611.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -682621.250000 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -682621.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -682630.500000 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -682630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -682636.875000 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -682636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -682645.250000 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -682645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -682652.500000 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -682652.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -682659.562500 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -682659.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -682665.750000 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -682665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -682668.125000 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -682668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -682673.812500 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -682673.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -682679.875000 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -682679.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -682681.750000 Penalty: 4289.604492
	Iteration 32Q: 3 clusters Score -682681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -682682.500000 Penalty: 4289.604492
	Iteration 33Q: 3 clusters Score -682682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -682683.312500 Penalty: 4289.604492
	Iteration 34Q: 3 clusters Score -682683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -682683.312500 Penalty: 4289.604492
	Iteration 35F: 3 clusters Score -682683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Entering Unmasked Estep 
Score: -611159.750000 Penalty: 2116.249268
	Iteration 0F: 2 clusters Score -611159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -606587.125000 Penalty: 4232.498535
	Iteration 0F: 3 clusters Score -606587.1 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -607611.250000 Penalty: 4232.498535
	Iteration 1F: 3 clusters Score -607611.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -607841.437500 Penalty: 4232.498535
	Iteration 2F: 3 clusters Score -607841.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -608049.875000 Penalty: 4232.498535
	Iteration 3F: 3 clusters Score -608049.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -608268.375000 Penalty: 4232.498535
	Iteration 4F: 3 clusters Score -608268.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -608485.812500 Penalty: 4232.498535
	Iteration 5Q: 3 clusters Score -608485.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -608705.437500 Penalty: 4232.498535
	Iteration 6F: 3 clusters Score -608705.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -608959.875000 Penalty: 4232.498535
	Iteration 7F: 3 clusters Score -608959.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -609208.250000 Penalty: 4232.498535
	Iteration 8F: 3 clusters Score -609208.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -609419.437500 Penalty: 4232.498535
	Iteration 9F: 3 clusters Score -609419.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -609556.812500 Penalty: 4232.498535
	Iteration 10Q: 3 clusters Score -609556.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -609660.375000 Penalty: 4232.498535
	Iteration 11Q: 3 clusters Score -609660.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -609734.125000 Penalty: 4232.498535
	Iteration 12Q: 3 clusters Score -609734.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -609779.687500 Penalty: 4232.498535
	Iteration 13Q: 3 clusters Score -609779.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -609807.125000 Penalty: 4232.498535
	Iteration 14Q: 3 clusters Score -609807.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -609824.687500 Penalty: 4232.498535
	Iteration 15Q: 3 clusters Score -609824.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -609839.062500 Penalty: 4232.498535
	Iteration 16Q: 3 clusters Score -609839.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -609853.125000 Penalty: 4232.498535
	Iteration 17Q: 3 clusters Score -609853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -609863.000000 Penalty: 4232.498535
	Iteration 18Q: 3 clusters Score -609863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -609871.687500 Penalty: 4232.498535
	Iteration 19Q: 3 clusters Score -609871.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -609879.250000 Penalty: 4232.498535
	Iteration 20F: 3 clusters Score -609879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -609890.250000 Penalty: 4232.498535
	Iteration 21Q: 3 clusters Score -609890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -609900.812500 Penalty: 4232.498535
	Iteration 22Q: 3 clusters Score -609900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -609910.812500 Penalty: 4232.498535
	Iteration 23Q: 3 clusters Score -609910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -609920.312500 Penalty: 4232.498535
	Iteration 24Q: 3 clusters Score -609920.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -609925.125000 Penalty: 4232.498535
	Iteration 25Q: 3 clusters Score -609925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -609927.500000 Penalty: 4232.498535
	Iteration 26Q: 3 clusters Score -609927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -609931.687500 Penalty: 4232.498535
	Iteration 27Q: 3 clusters Score -609931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -609933.000000 Penalty: 4232.498535
	Iteration 28Q: 3 clusters Score -609933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -609935.250000 Penalty: 4232.498535
	Iteration 29Q: 3 clusters Score -609935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -609937.312500 Penalty: 4232.498535
	Iteration 30Q: 3 clusters Score -609937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -609937.250000 Penalty: 4232.498535
	Iteration 31Q: 3 clusters Score -609937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -609938.250000 Penalty: 4232.498535
	Iteration 32Q: 3 clusters Score -609938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -609938.250000 Penalty: 4232.498535
	Iteration 33F: 3 clusters Score -609938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -298519.593750 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -298519.6 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 1331 members 
Entering Unmasked Estep 
Score: -295484.750000 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -295484.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -296159.156250 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -296159.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -296374.125000 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -296374.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -296526.406250 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -296526.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296652.312500 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -296652.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -296750.187500 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -296750.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296836.906250 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -296836.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -296911.906250 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -296911.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -296962.718750 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -296962.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297002.250000 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -297002.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297039.437500 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -297039.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297070.437500 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -297070.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -297097.218750 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -297097.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -297131.500000 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -297131.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -297149.031250 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -297149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -297164.656250 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -297164.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297178.125000 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -297178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -297191.437500 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -297191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -297206.593750 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -297206.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297218.656250 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -297218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297225.562500 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -297225.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297230.281250 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -297230.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297233.187500 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -297233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297235.437500 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -297235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297237.468750 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -297237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297238.906250 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -297238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297238.906250 Penalty: 3903.791748
	Iteration 26F: 3 clusters Score -297238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Entering Unmasked Estep 
Score: -2045690.250000 Penalty: 2407.181396
	Iteration 0F: 2 clusters Score -2045690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2033918.625000 Penalty: 4814.362793
	Iteration 0F: 3 clusters Score -2033919 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2037812.625000 Penalty: 4814.362793
	Iteration 1F: 3 clusters Score -2037813 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2038325.375000 Penalty: 4814.362793
	Iteration 2F: 3 clusters Score -2038325 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2038873.500000 Penalty: 4814.362793
	Iteration 3F: 3 clusters Score -2038874 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2039555.375000 Penalty: 4814.362793
	Iteration 4F: 3 clusters Score -2039555 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2040397.125000 Penalty: 4814.362793
	Iteration 5F: 3 clusters Score -2040397 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2041402.000000 Penalty: 4814.362793
	Iteration 6F: 3 clusters Score -2041402 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2042371.625000 Penalty: 4814.362793
	Iteration 7F: 3 clusters Score -2042372 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2043124.500000 Penalty: 4814.362793
	Iteration 8F: 3 clusters Score -2043124 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2043613.250000 Penalty: 4814.362793
	Iteration 9Q: 3 clusters Score -2043613 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2043894.250000 Penalty: 4814.362793
	Iteration 10Q: 3 clusters Score -2043894 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2044066.250000 Penalty: 4814.362793
	Iteration 11Q: 3 clusters Score -2044066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2044173.375000 Penalty: 4814.362793
	Iteration 12Q: 3 clusters Score -2044173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2044247.375000 Penalty: 4814.362793
	Iteration 13Q: 3 clusters Score -2044247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2044302.375000 Penalty: 4814.362793
	Iteration 14Q: 3 clusters Score -2044302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2044342.000000 Penalty: 4814.362793
	Iteration 15Q: 3 clusters Score -2044342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2044368.375000 Penalty: 4814.362793
	Iteration 16Q: 3 clusters Score -2044368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2044387.375000 Penalty: 4814.362793
	Iteration 17Q: 3 clusters Score -2044387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2044409.000000 Penalty: 4814.362793
	Iteration 18Q: 3 clusters Score -2044409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2044419.000000 Penalty: 4814.362793
	Iteration 19Q: 3 clusters Score -2044419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2044433.500000 Penalty: 4814.362793
	Iteration 20F: 3 clusters Score -2044434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2044449.625000 Penalty: 4814.362793
	Iteration 21Q: 3 clusters Score -2044450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2044447.625000 Penalty: 4814.362793
	Iteration 22Q: 3 clusters Score -2044448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2044452.250000 Penalty: 4814.362793
	Iteration 23Q: 3 clusters Score -2044452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2044459.500000 Penalty: 4814.362793
	Iteration 24Q: 3 clusters Score -2044460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2044462.125000 Penalty: 4814.362793
	Iteration 25Q: 3 clusters Score -2044462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2044462.250000 Penalty: 4814.362793
	Iteration 26Q: 3 clusters Score -2044462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2044463.500000 Penalty: 4814.362793
	Iteration 27Q: 3 clusters Score -2044464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2044458.875000 Penalty: 4814.362793
	Iteration 28Q: 3 clusters Score -2044459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2044461.375000 Penalty: 4814.362793
	Iteration 29Q: 3 clusters Score -2044461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2044461.375000 Penalty: 4814.362793
	Iteration 30F: 3 clusters Score -2044461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15416.998047 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15580.778320 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15580.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15595.516602 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -15595.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15606.500000 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15626.603516 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -15626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15639.301758 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -15639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15639.301758 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -15639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -766295.062500 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -766295.1 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 3123 members 
Entering Unmasked Estep 
Score: -761019.250000 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -761019.2 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -762327.250000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -762327.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -762554.437500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -762554.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -762707.187500 Penalty: 4334.571777
	Iteration 3Q: 3 clusters Score -762707.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -762837.250000 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -762837.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -762954.375000 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -762954.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -763048.125000 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -763048.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -763119.875000 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -763119.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -763189.375000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -763189.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -763242.687500 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -763242.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -763289.562500 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -763289.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -763341.062500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -763341.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -763398.500000 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -763398.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -763466.812500 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -763466.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -763529.812500 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -763529.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -763594.437500 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -763594.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -763650.500000 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -763650.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -763693.250000 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -763693.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -763729.500000 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -763729.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -763761.312500 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -763761.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -763788.625000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -763788.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -763826.437500 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -763826.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -763861.937500 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -763861.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -763894.062500 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -763894.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -763936.250000 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -763936.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -763972.937500 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -763972.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -764019.312500 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -764019.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -764053.250000 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -764053.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -764091.125000 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -764091.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -764123.187500 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -764123.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -764150.125000 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -764150.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -764168.062500 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -764168.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -764181.437500 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -764181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -764191.625000 Penalty: 4334.571777
	Iteration 33Q: 3 clusters Score -764191.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -764203.625000 Penalty: 4334.571777
	Iteration 34Q: 3 clusters Score -764203.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -764219.312500 Penalty: 4334.571777
	Iteration 35Q: 3 clusters Score -764219.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -764239.812500 Penalty: 4334.571777
	Iteration 36Q: 3 clusters Score -764239.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -764256.375000 Penalty: 4334.571777
	Iteration 37Q: 3 clusters Score -764256.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -764267.812500 Penalty: 4334.571777
	Iteration 38Q: 3 clusters Score -764267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -764282.062500 Penalty: 4334.571777
	Iteration 39Q: 3 clusters Score -764282.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -764293.000000 Penalty: 4334.571777
	Iteration 40F: 3 clusters Score -764293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -764301.187500 Penalty: 4334.571777
	Iteration 41Q: 3 clusters Score -764301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -764305.937500 Penalty: 4334.571777
	Iteration 42Q: 3 clusters Score -764305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -764307.375000 Penalty: 4334.571777
	Iteration 43Q: 3 clusters Score -764307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -764313.687500 Penalty: 4334.571777
	Iteration 44Q: 3 clusters Score -764313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -764316.500000 Penalty: 4334.571777
	Iteration 45Q: 3 clusters Score -764316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -764318.562500 Penalty: 4334.571777
	Iteration 46Q: 3 clusters Score -764318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -764319.625000 Penalty: 4334.571777
	Iteration 47Q: 3 clusters Score -764319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -764321.062500 Penalty: 4334.571777
	Iteration 48Q: 3 clusters Score -764321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -764326.500000 Penalty: 4334.571777
	Iteration 49Q: 3 clusters Score -764326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -764328.750000 Penalty: 4334.571777
	Iteration 50Q: 3 clusters Score -764328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -764332.875000 Penalty: 4334.571777
	Iteration 51Q: 3 clusters Score -764332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -764336.687500 Penalty: 4334.571777
	Iteration 52Q: 3 clusters Score -764336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -764340.937500 Penalty: 4334.571777
	Iteration 53Q: 3 clusters Score -764340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -764348.125000 Penalty: 4334.571777
	Iteration 54Q: 3 clusters Score -764348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -764353.187500 Penalty: 4334.571777
	Iteration 55Q: 3 clusters Score -764353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -764357.812500 Penalty: 4334.571777
	Iteration 56Q: 3 clusters Score -764357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -764361.312500 Penalty: 4334.571777
	Iteration 57Q: 3 clusters Score -764361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -764362.812500 Penalty: 4334.571777
	Iteration 58Q: 3 clusters Score -764362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -764364.562500 Penalty: 4334.571777
	Iteration 59Q: 3 clusters Score -764364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -764365.187500 Penalty: 4334.571777
	Iteration 60F: 3 clusters Score -764365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -764366.062500 Penalty: 4334.571777
	Iteration 61Q: 3 clusters Score -764366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -764366.062500 Penalty: 4334.571777
	Iteration 62F: 3 clusters Score -764366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -187591.406250 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -187591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185170.718750 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -185170.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185590.937500 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -185590.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185762.656250 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -185762.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -185861.984375 Penalty: 3681.497314
	Iteration 3F: 3 clusters Score -185862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185926.203125 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -185926.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -185985.312500 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -185985.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186032.406250 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -186032.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -186079.656250 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -186079.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -186117.234375 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -186117.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -186150.968750 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -186151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186175.812500 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -186175.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186204.734375 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -186204.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -186227.703125 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -186227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -186247.265625 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -186247.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -186263.171875 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -186263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186271.906250 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -186271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186283.031250 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -186283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186292.203125 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -186292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -186300.515625 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -186300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -186305.453125 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -186305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186311.046875 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -186311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186313.562500 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -186313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -186314.765625 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -186314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -186314.765625 Penalty: 3681.497314
	Iteration 23F: 3 clusters Score -186314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Entering Unmasked Estep 
Score: -6561618.500000 Penalty: 2691.884521
	Iteration 0F: 2 clusters Score -6561618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6526793.500000 Penalty: 5383.769043
	Iteration 0F: 3 clusters Score -6526794 nChanged 23875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -6540140.500000 Penalty: 5383.769043
	Iteration 1F: 3 clusters Score -6540140 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6540786.500000 Penalty: 5383.769043
	Iteration 2Q: 3 clusters Score -6540786 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6541458.000000 Penalty: 5383.769043
	Iteration 3Q: 3 clusters Score -6541458 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -6542205.000000 Penalty: 5383.769043
	Iteration 4Q: 3 clusters Score -6542205 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -6543328.000000 Penalty: 5383.769043
	Iteration 5Q: 3 clusters Score -6543328 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -6545133.000000 Penalty: 5383.769043
	Iteration 6F: 3 clusters Score -6545133 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -6547752.500000 Penalty: 5383.769043
	Iteration 7F: 3 clusters Score -6547752 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -6551102.000000 Penalty: 5383.769043
	Iteration 8F: 3 clusters Score -6551102 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6554277.000000 Penalty: 5383.769043
	Iteration 9F: 3 clusters Score -6554277 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6556678.000000 Penalty: 5383.769043
	Iteration 10Q: 3 clusters Score -6556678 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6557981.500000 Penalty: 5383.769043
	Iteration 11Q: 3 clusters Score -6557982 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6558684.500000 Penalty: 5383.769043
	Iteration 12Q: 3 clusters Score -6558684 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6558987.500000 Penalty: 5383.769043
	Iteration 13Q: 3 clusters Score -6558988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6559166.500000 Penalty: 5383.769043
	Iteration 14Q: 3 clusters Score -6559166 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6559302.000000 Penalty: 5383.769043
	Iteration 15Q: 3 clusters Score -6559302 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6559383.000000 Penalty: 5383.769043
	Iteration 16Q: 3 clusters Score -6559383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6559422.500000 Penalty: 5383.769043
	Iteration 17Q: 3 clusters Score -6559422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6559435.500000 Penalty: 5383.769043
	Iteration 18Q: 3 clusters Score -6559436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6559465.000000 Penalty: 5383.769043
	Iteration 19Q: 3 clusters Score -6559465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6559478.500000 Penalty: 5383.769043
	Iteration 20F: 3 clusters Score -6559478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6559493.000000 Penalty: 5383.769043
	Iteration 21Q: 3 clusters Score -6559493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6559519.000000 Penalty: 5383.769043
	Iteration 22Q: 3 clusters Score -6559519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6559531.500000 Penalty: 5383.769043
	Iteration 23Q: 3 clusters Score -6559532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6559530.500000 Penalty: 5383.769043
	Iteration 24Q: 3 clusters Score -6559530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6559545.500000 Penalty: 5383.769043
	Iteration 25Q: 3 clusters Score -6559546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6559545.500000 Penalty: 5383.769043
	Iteration 26Q: 3 clusters Score -6559546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6559545.000000 Penalty: 5383.769043
	Iteration 27Q: 3 clusters Score -6559545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6559549.500000 Penalty: 5383.769043
	Iteration 28Q: 3 clusters Score -6559550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6559548.500000 Penalty: 5383.769043
	Iteration 29Q: 3 clusters Score -6559548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6559549.500000 Penalty: 5383.769043
	Iteration 30Q: 3 clusters Score -6559550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6559553.000000 Penalty: 5383.769043
	Iteration 31Q: 3 clusters Score -6559553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6559555.000000 Penalty: 5383.769043
	Iteration 32Q: 3 clusters Score -6559555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6559554.500000 Penalty: 5383.769043
	Iteration 33Q: 3 clusters Score -6559554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6559554.500000 Penalty: 5383.769043
	Iteration 34Q: 3 clusters Score -6559554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6559555.500000 Penalty: 5383.769043
	Iteration 35Q: 3 clusters Score -6559556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6559555.500000 Penalty: 5383.769043
	Iteration 36F: 3 clusters Score -6559556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -1598721.250000 Penalty: 2343.010498
	Iteration 0F: 2 clusters Score -1598721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1589366.500000 Penalty: 4686.020996
	Iteration 0F: 3 clusters Score -1589366 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1592197.750000 Penalty: 4686.020996
	Iteration 1F: 3 clusters Score -1592198 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1592545.875000 Penalty: 4686.020996
	Iteration 2F: 3 clusters Score -1592546 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1592854.000000 Penalty: 4686.020996
	Iteration 3F: 3 clusters Score -1592854 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1593181.875000 Penalty: 4686.020996
	Iteration 4Q: 3 clusters Score -1593182 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1593501.625000 Penalty: 4686.020996
	Iteration 5Q: 3 clusters Score -1593502 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1593818.125000 Penalty: 4686.020996
	Iteration 6Q: 3 clusters Score -1593818 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1594174.875000 Penalty: 4686.020996
	Iteration 7Q: 3 clusters Score -1594175 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1594632.500000 Penalty: 4686.020996
	Iteration 8F: 3 clusters Score -1594632 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1595196.375000 Penalty: 4686.020996
	Iteration 9F: 3 clusters Score -1595196 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1595910.875000 Penalty: 4686.020996
	Iteration 10F: 3 clusters Score -1595911 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1596602.250000 Penalty: 4686.020996
	Iteration 11F: 3 clusters Score -1596602 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1597117.500000 Penalty: 4686.020996
	Iteration 12Q: 3 clusters Score -1597118 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1597427.500000 Penalty: 4686.020996
	Iteration 13Q: 3 clusters Score -1597428 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1597625.500000 Penalty: 4686.020996
	Iteration 14Q: 3 clusters Score -1597626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1597748.875000 Penalty: 4686.020996
	Iteration 15Q: 3 clusters Score -1597749 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1597824.750000 Penalty: 4686.020996
	Iteration 16Q: 3 clusters Score -1597825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1597877.125000 Penalty: 4686.020996
	Iteration 17Q: 3 clusters Score -1597877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1597917.125000 Penalty: 4686.020996
	Iteration 18Q: 3 clusters Score -1597917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1597944.000000 Penalty: 4686.020996
	Iteration 19Q: 3 clusters Score -1597944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1597960.250000 Penalty: 4686.020996
	Iteration 20F: 3 clusters Score -1597960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1597972.250000 Penalty: 4686.020996
	Iteration 21Q: 3 clusters Score -1597972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1597985.875000 Penalty: 4686.020996
	Iteration 22Q: 3 clusters Score -1597986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1597993.250000 Penalty: 4686.020996
	Iteration 23Q: 3 clusters Score -1597993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1597997.875000 Penalty: 4686.020996
	Iteration 24Q: 3 clusters Score -1597998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1597999.750000 Penalty: 4686.020996
	Iteration 25Q: 3 clusters Score -1598000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1598000.000000 Penalty: 4686.020996
	Iteration 26Q: 3 clusters Score -1598000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1598000.125000 Penalty: 4686.020996
	Iteration 27Q: 3 clusters Score -1598000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1598003.875000 Penalty: 4686.020996
	Iteration 28Q: 3 clusters Score -1598004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1598003.000000 Penalty: 4686.020996
	Iteration 29Q: 3 clusters Score -1598003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1598006.000000 Penalty: 4686.020996
	Iteration 30Q: 3 clusters Score -1598006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1598006.250000 Penalty: 4686.020996
	Iteration 31Q: 3 clusters Score -1598006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1598008.125000 Penalty: 4686.020996
	Iteration 32Q: 3 clusters Score -1598008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1598007.500000 Penalty: 4686.020996
	Iteration 33Q: 3 clusters Score -1598008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1598007.375000 Penalty: 4686.020996
	Iteration 34Q: 3 clusters Score -1598007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1598008.750000 Penalty: 4686.020996
	Iteration 35Q: 3 clusters Score -1598009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1598007.250000 Penalty: 4686.020996
	Iteration 36Q: 3 clusters Score -1598007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1598006.500000 Penalty: 4686.020996
	Iteration 37Q: 3 clusters Score -1598006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1598006.625000 Penalty: 4686.020996
	Iteration 38Q: 3 clusters Score -1598007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1598008.375000 Penalty: 4686.020996
	Iteration 39Q: 3 clusters Score -1598008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1598008.250000 Penalty: 4686.020996
	Iteration 40F: 3 clusters Score -1598008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1598008.125000 Penalty: 4686.020996
	Iteration 41Q: 3 clusters Score -1598008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1598010.750000 Penalty: 4686.020996
	Iteration 42Q: 3 clusters Score -1598011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1598011.875000 Penalty: 4686.020996
	Iteration 43Q: 3 clusters Score -1598012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1598012.375000 Penalty: 4686.020996
	Iteration 44Q: 3 clusters Score -1598012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1598010.875000 Penalty: 4686.020996
	Iteration 45Q: 3 clusters Score -1598011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1598012.250000 Penalty: 4686.020996
	Iteration 46Q: 3 clusters Score -1598012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1598010.125000 Penalty: 4686.020996
	Iteration 47Q: 3 clusters Score -1598010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1598010.625000 Penalty: 4686.020996
	Iteration 48Q: 3 clusters Score -1598011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1598009.750000 Penalty: 4686.020996
	Iteration 49Q: 3 clusters Score -1598010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1598013.250000 Penalty: 4686.020996
	Iteration 50Q: 3 clusters Score -1598013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1598014.375000 Penalty: 4686.020996
	Iteration 51Q: 3 clusters Score -1598014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1598013.375000 Penalty: 4686.020996
	Iteration 52Q: 3 clusters Score -1598013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1598013.375000 Penalty: 4686.020996
	Iteration 53F: 3 clusters Score -1598013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135894.703125 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135894.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -136320.781250 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136320.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136546.234375 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136546.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -136693.468750 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -136693.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136777.578125 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -136777.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136858.343750 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -136858.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -136934.437500 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -136934.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136963.343750 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -136963.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136985.734375 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -136985.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137003.531250 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -137018.968750 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137033.062500 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137043.796875 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137054.515625 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137064.437500 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137070.921875 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137081.437500 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -137081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137087.640625 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -137087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137095.546875 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -137095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137099.171875 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -137099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137100.578125 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -137100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137100.937500 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -137100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137101.718750 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -137101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137108.937500 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -137108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137123.500000 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -137123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137135.562500 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -137135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137143.406250 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -137143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137167.531250 Penalty: 3511.275635
	Iteration 27Q: 3 clusters Score -137167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137192.640625 Penalty: 3511.275635
	Iteration 28Q: 3 clusters Score -137192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137227.687500 Penalty: 3511.275635
	Iteration 29Q: 3 clusters Score -137227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137269.421875 Penalty: 3511.275635
	Iteration 30Q: 3 clusters Score -137269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137289.828125 Penalty: 3511.275635
	Iteration 31Q: 3 clusters Score -137289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137310.390625 Penalty: 3511.275635
	Iteration 32Q: 3 clusters Score -137310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -137321.859375 Penalty: 3511.275635
	Iteration 33Q: 3 clusters Score -137321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137332.484375 Penalty: 3511.275635
	Iteration 34Q: 3 clusters Score -137332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137339.796875 Penalty: 3511.275635
	Iteration 35Q: 3 clusters Score -137339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137344.296875 Penalty: 3511.275635
	Iteration 36Q: 3 clusters Score -137344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137347.265625 Penalty: 3511.275635
	Iteration 37Q: 3 clusters Score -137347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137348.312500 Penalty: 3511.275635
	Iteration 38Q: 3 clusters Score -137348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137348.921875 Penalty: 3511.275635
	Iteration 39Q: 3 clusters Score -137348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137349.468750 Penalty: 3511.275635
	Iteration 40F: 3 clusters Score -137349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10930.210938 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10930.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11023.927734 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11023.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11065.559570 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11065.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11078.733398 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11078.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11078.733398 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -11078.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -413673.281250 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -413673.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -410116.250000 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -410116.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410909.625000 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -410909.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -411172.250000 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -411172.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -411347.093750 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -411347.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -411478.281250 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -411478.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -411577.343750 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -411577.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -411654.750000 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -411654.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -411714.625000 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -411714.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411759.062500 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -411759.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -411800.250000 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -411800.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -411829.062500 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -411829.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -411859.718750 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -411859.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411879.656250 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -411879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -411898.031250 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -411898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -411919.125000 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -411919.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -411945.343750 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -411945.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -411968.968750 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -411969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -411988.750000 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -411988.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -412008.343750 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -412008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -412020.843750 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -412020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -412037.718750 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -412037.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -412057.750000 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -412057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -412080.781250 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -412080.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -412107.062500 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -412107.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -412127.812500 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -412127.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -412142.375000 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -412142.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -412159.562500 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -412159.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412178.312500 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -412178.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -412192.812500 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -412192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -412203.906250 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -412203.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -412215.781250 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -412215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -412225.968750 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -412226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -412231.468750 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -412231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -412236.500000 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -412236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -412241.125000 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -412241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -412245.562500 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -412245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412249.875000 Penalty: 4041.916016
	Iteration 36Q: 3 clusters Score -412249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412253.875000 Penalty: 4041.916016
	Iteration 37Q: 3 clusters Score -412253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412255.781250 Penalty: 4041.916016
	Iteration 38Q: 3 clusters Score -412255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412260.062500 Penalty: 4041.916016
	Iteration 39Q: 3 clusters Score -412260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412261.937500 Penalty: 4041.916016
	Iteration 40F: 3 clusters Score -412261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412263.031250 Penalty: 4041.916016
	Iteration 41Q: 3 clusters Score -412263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -412263.343750 Penalty: 4041.916016
	Iteration 42Q: 3 clusters Score -412263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412264.156250 Penalty: 4041.916016
	Iteration 43Q: 3 clusters Score -412264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412265.093750 Penalty: 4041.916016
	Iteration 44Q: 3 clusters Score -412265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -412265.375000 Penalty: 4041.916016
	Iteration 45Q: 3 clusters Score -412265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -412266.343750 Penalty: 4041.916016
	Iteration 46Q: 3 clusters Score -412266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412265.812500 Penalty: 4041.916016
	Iteration 47Q: 3 clusters Score -412265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -412266.968750 Penalty: 4041.916016
	Iteration 48Q: 3 clusters Score -412267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412267.687500 Penalty: 4041.916016
	Iteration 49Q: 3 clusters Score -412267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -412267.687500 Penalty: 4041.916016
	Iteration 50F: 3 clusters Score -412267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -266950.593750 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -266950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264237.218750 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -264237.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264786.625000 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -264786.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264916.031250 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -264916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264982.312500 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -264982.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -265022.031250 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -265022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -265050.781250 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -265050.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -265068.375000 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -265068.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -265082.125000 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -265082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -265091.687500 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -265091.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265099.750000 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -265099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -265106.125000 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -265106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265110.125000 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -265110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265111.656250 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -265111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -265114.437500 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -265114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -265117.218750 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -265117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -265118.687500 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -265118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265118.625000 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -265118.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265118.625000 Penalty: 3799.884033
	Iteration 17F: 3 clusters Score -265118.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Entering Unmasked Estep 
Score: -3480112.250000 Penalty: 2539.837646
	Iteration 0F: 2 clusters Score -3480112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3460730.750000 Penalty: 5079.675293
	Iteration 0F: 3 clusters Score -3460731 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3467606.250000 Penalty: 5079.675293
	Iteration 1F: 3 clusters Score -3467606 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3468169.250000 Penalty: 5079.675293
	Iteration 2F: 3 clusters Score -3468169 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3468766.250000 Penalty: 5079.675293
	Iteration 3F: 3 clusters Score -3468766 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3469460.000000 Penalty: 5079.675293
	Iteration 4F: 3 clusters Score -3469460 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3470299.500000 Penalty: 5079.675293
	Iteration 5F: 3 clusters Score -3470300 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3471240.250000 Penalty: 5079.675293
	Iteration 6F: 3 clusters Score -3471240 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3472291.250000 Penalty: 5079.675293
	Iteration 7F: 3 clusters Score -3472291 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3473383.750000 Penalty: 5079.675293
	Iteration 8F: 3 clusters Score -3473384 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3474492.500000 Penalty: 5079.675293
	Iteration 9F: 3 clusters Score -3474492 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3475432.500000 Penalty: 5079.675293
	Iteration 10Q: 3 clusters Score -3475432 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3476168.000000 Penalty: 5079.675293
	Iteration 11Q: 3 clusters Score -3476168 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3476770.250000 Penalty: 5079.675293
	Iteration 12Q: 3 clusters Score -3476770 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3477209.000000 Penalty: 5079.675293
	Iteration 13Q: 3 clusters Score -3477209 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3477460.500000 Penalty: 5079.675293
	Iteration 14Q: 3 clusters Score -3477460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3477648.500000 Penalty: 5079.675293
	Iteration 15Q: 3 clusters Score -3477648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3477763.500000 Penalty: 5079.675293
	Iteration 16Q: 3 clusters Score -3477764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3477856.250000 Penalty: 5079.675293
	Iteration 17Q: 3 clusters Score -3477856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3477899.000000 Penalty: 5079.675293
	Iteration 18Q: 3 clusters Score -3477899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3477956.750000 Penalty: 5079.675293
	Iteration 19Q: 3 clusters Score -3477957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3477970.750000 Penalty: 5079.675293
	Iteration 20F: 3 clusters Score -3477971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3477988.500000 Penalty: 5079.675293
	Iteration 21Q: 3 clusters Score -3477988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3477999.500000 Penalty: 5079.675293
	Iteration 22Q: 3 clusters Score -3478000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3478013.250000 Penalty: 5079.675293
	Iteration 23Q: 3 clusters Score -3478013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3478019.000000 Penalty: 5079.675293
	Iteration 24Q: 3 clusters Score -3478019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3478023.000000 Penalty: 5079.675293
	Iteration 25Q: 3 clusters Score -3478023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3478025.750000 Penalty: 5079.675293
	Iteration 26Q: 3 clusters Score -3478026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3478029.500000 Penalty: 5079.675293
	Iteration 27Q: 3 clusters Score -3478030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3478028.250000 Penalty: 5079.675293
	Iteration 28Q: 3 clusters Score -3478028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3478032.500000 Penalty: 5079.675293
	Iteration 29Q: 3 clusters Score -3478032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3478042.750000 Penalty: 5079.675293
	Iteration 30Q: 3 clusters Score -3478043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3478043.500000 Penalty: 5079.675293
	Iteration 31Q: 3 clusters Score -3478044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3478047.250000 Penalty: 5079.675293
	Iteration 32Q: 3 clusters Score -3478047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3478049.000000 Penalty: 5079.675293
	Iteration 33Q: 3 clusters Score -3478049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3478047.000000 Penalty: 5079.675293
	Iteration 34Q: 3 clusters Score -3478047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3478046.750000 Penalty: 5079.675293
	Iteration 35Q: 3 clusters Score -3478047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3478049.500000 Penalty: 5079.675293
	Iteration 36Q: 3 clusters Score -3478050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3478045.750000 Penalty: 5079.675293
	Iteration 37Q: 3 clusters Score -3478046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3478048.250000 Penalty: 5079.675293
	Iteration 38Q: 3 clusters Score -3478048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3478048.250000 Penalty: 5079.675293
	Iteration 39F: 3 clusters Score -3478048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -600603.375000 Penalty: 2106.391602
	Iteration 0F: 2 clusters Score -600603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -596210.562500 Penalty: 4212.783203
	Iteration 0F: 3 clusters Score -596210.6 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -597341.937500 Penalty: 4212.783203
	Iteration 1F: 3 clusters Score -597341.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -597608.125000 Penalty: 4212.783203
	Iteration 2F: 3 clusters Score -597608.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -597828.250000 Penalty: 4212.783203
	Iteration 3F: 3 clusters Score -597828.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -597993.000000 Penalty: 4212.783203
	Iteration 4Q: 3 clusters Score -597993 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -598133.125000 Penalty: 4212.783203
	Iteration 5Q: 3 clusters Score -598133.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -598229.312500 Penalty: 4212.783203
	Iteration 6Q: 3 clusters Score -598229.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -598320.375000 Penalty: 4212.783203
	Iteration 7Q: 3 clusters Score -598320.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -598404.125000 Penalty: 4212.783203
	Iteration 8Q: 3 clusters Score -598404.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -598467.750000 Penalty: 4212.783203
	Iteration 9Q: 3 clusters Score -598467.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -598508.062500 Penalty: 4212.783203
	Iteration 10Q: 3 clusters Score -598508.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -598546.375000 Penalty: 4212.783203
	Iteration 11Q: 3 clusters Score -598546.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -598584.125000 Penalty: 4212.783203
	Iteration 12Q: 3 clusters Score -598584.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -598620.937500 Penalty: 4212.783203
	Iteration 13Q: 3 clusters Score -598620.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -598655.562500 Penalty: 4212.783203
	Iteration 14Q: 3 clusters Score -598655.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -598690.062500 Penalty: 4212.783203
	Iteration 15Q: 3 clusters Score -598690.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -598719.250000 Penalty: 4212.783203
	Iteration 16Q: 3 clusters Score -598719.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -598756.000000 Penalty: 4212.783203
	Iteration 17Q: 3 clusters Score -598756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -598789.625000 Penalty: 4212.783203
	Iteration 18Q: 3 clusters Score -598789.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -598813.812500 Penalty: 4212.783203
	Iteration 19Q: 3 clusters Score -598813.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -598833.687500 Penalty: 4212.783203
	Iteration 20F: 3 clusters Score -598833.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -598848.500000 Penalty: 4212.783203
	Iteration 21Q: 3 clusters Score -598848.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -598860.687500 Penalty: 4212.783203
	Iteration 22Q: 3 clusters Score -598860.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -598871.812500 Penalty: 4212.783203
	Iteration 23Q: 3 clusters Score -598871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -598884.875000 Penalty: 4212.783203
	Iteration 24Q: 3 clusters Score -598884.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -598899.125000 Penalty: 4212.783203
	Iteration 25Q: 3 clusters Score -598899.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -598909.187500 Penalty: 4212.783203
	Iteration 26Q: 3 clusters Score -598909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -598914.875000 Penalty: 4212.783203
	Iteration 27Q: 3 clusters Score -598914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -598915.562500 Penalty: 4212.783203
	Iteration 28Q: 3 clusters Score -598915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -598916.875000 Penalty: 4212.783203
	Iteration 29Q: 3 clusters Score -598916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -598915.812500 Penalty: 4212.783203
	Iteration 30Q: 3 clusters Score -598915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -598915.812500 Penalty: 4212.783203
	Iteration 31F: 3 clusters Score -598915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Entering Unmasked Estep 
Score: -6177947.500000 Penalty: 2683.711426
	Iteration 0F: 2 clusters Score -6177948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -6144195.500000 Penalty: 5367.422852
	Iteration 0F: 3 clusters Score -6144196 nChanged 23035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6156909.500000 Penalty: 5367.422852
	Iteration 1F: 3 clusters Score -6156910 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -6157301.500000 Penalty: 5367.422852
	Iteration 2Q: 3 clusters Score -6157302 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6157667.000000 Penalty: 5367.422852
	Iteration 3Q: 3 clusters Score -6157667 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6157993.500000 Penalty: 5367.422852
	Iteration 4Q: 3 clusters Score -6157994 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6158307.500000 Penalty: 5367.422852
	Iteration 5Q: 3 clusters Score -6158308 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -6158607.500000 Penalty: 5367.422852
	Iteration 6Q: 3 clusters Score -6158608 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -6158891.500000 Penalty: 5367.422852
	Iteration 7Q: 3 clusters Score -6158892 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -6159253.000000 Penalty: 5367.422852
	Iteration 8Q: 3 clusters Score -6159253 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -6159641.000000 Penalty: 5367.422852
	Iteration 9Q: 3 clusters Score -6159641 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6160236.000000 Penalty: 5367.422852
	Iteration 10Q: 3 clusters Score -6160236 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6160949.500000 Penalty: 5367.422852
	Iteration 11Q: 3 clusters Score -6160950 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6162059.000000 Penalty: 5367.422852
	Iteration 12Q: 3 clusters Score -6162059 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6163680.500000 Penalty: 5367.422852
	Iteration 13F: 3 clusters Score -6163680 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -6165882.500000 Penalty: 5367.422852
	Iteration 14F: 3 clusters Score -6165882 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -6168469.000000 Penalty: 5367.422852
	Iteration 15F: 3 clusters Score -6168469 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -6170877.000000 Penalty: 5367.422852
	Iteration 16F: 3 clusters Score -6170877 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6172648.000000 Penalty: 5367.422852
	Iteration 17Q: 3 clusters Score -6172648 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6173736.000000 Penalty: 5367.422852
	Iteration 18Q: 3 clusters Score -6173736 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6174378.000000 Penalty: 5367.422852
	Iteration 19Q: 3 clusters Score -6174378 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -6174716.500000 Penalty: 5367.422852
	Iteration 20F: 3 clusters Score -6174716 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -6174971.500000 Penalty: 5367.422852
	Iteration 21Q: 3 clusters Score -6174972 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -6175109.000000 Penalty: 5367.422852
	Iteration 22Q: 3 clusters Score -6175109 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -6175220.500000 Penalty: 5367.422852
	Iteration 23Q: 3 clusters Score -6175220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6175302.500000 Penalty: 5367.422852
	Iteration 24Q: 3 clusters Score -6175302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6175368.500000 Penalty: 5367.422852
	Iteration 25Q: 3 clusters Score -6175368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -6175402.000000 Penalty: 5367.422852
	Iteration 26Q: 3 clusters Score -6175402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6175442.500000 Penalty: 5367.422852
	Iteration 27Q: 3 clusters Score -6175442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -6175485.500000 Penalty: 5367.422852
	Iteration 28Q: 3 clusters Score -6175486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6175514.000000 Penalty: 5367.422852
	Iteration 29Q: 3 clusters Score -6175514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6175548.500000 Penalty: 5367.422852
	Iteration 30Q: 3 clusters Score -6175548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6175589.500000 Penalty: 5367.422852
	Iteration 31Q: 3 clusters Score -6175590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6175616.000000 Penalty: 5367.422852
	Iteration 32Q: 3 clusters Score -6175616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -6175634.500000 Penalty: 5367.422852
	Iteration 33Q: 3 clusters Score -6175634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -6175653.500000 Penalty: 5367.422852
	Iteration 34Q: 3 clusters Score -6175654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6175664.000000 Penalty: 5367.422852
	Iteration 35Q: 3 clusters Score -6175664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -6175671.000000 Penalty: 5367.422852
	Iteration 36Q: 3 clusters Score -6175671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -6175676.000000 Penalty: 5367.422852
	Iteration 37Q: 3 clusters Score -6175676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -6175675.000000 Penalty: 5367.422852
	Iteration 38Q: 3 clusters Score -6175675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6175681.500000 Penalty: 5367.422852
	Iteration 39Q: 3 clusters Score -6175682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -6175689.500000 Penalty: 5367.422852
	Iteration 40F: 3 clusters Score -6175690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -6175704.500000 Penalty: 5367.422852
	Iteration 41Q: 3 clusters Score -6175704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6175698.500000 Penalty: 5367.422852
	Iteration 42Q: 3 clusters Score -6175698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6175697.500000 Penalty: 5367.422852
	Iteration 43Q: 3 clusters Score -6175698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -6175694.500000 Penalty: 5367.422852
	Iteration 44Q: 3 clusters Score -6175694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -6175694.500000 Penalty: 5367.422852
	Iteration 45F: 3 clusters Score -6175694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (112321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Entering Unmasked Estep 
Score: -14074563.000000 Penalty: 2884.020752
	Iteration 0F: 2 clusters Score -1.407456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -13999357.000000 Penalty: 5768.041504
	Iteration 0F: 3 clusters Score -1.399936e+07 nChanged 53158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -14030532.000000 Penalty: 5768.041504
	Iteration 1F: 3 clusters Score -1.403053e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -14031702.000000 Penalty: 5768.041504
	Iteration 2Q: 3 clusters Score -1.40317e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -14033285.000000 Penalty: 5768.041504
	Iteration 3Q: 3 clusters Score -1.403328e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -14035460.000000 Penalty: 5768.041504
	Iteration 4Q: 3 clusters Score -1.403546e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -14038658.000000 Penalty: 5768.041504
	Iteration 5F: 3 clusters Score -1.403866e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -14043159.000000 Penalty: 5768.041504
	Iteration 6F: 3 clusters Score -1.404316e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -14048947.000000 Penalty: 5768.041504
	Iteration 7F: 3 clusters Score -1.404895e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -14054736.000000 Penalty: 5768.041504
	Iteration 8F: 3 clusters Score -1.405474e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -14058792.000000 Penalty: 5768.041504
	Iteration 9F: 3 clusters Score -1.405879e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -14060785.000000 Penalty: 5768.041504
	Iteration 10Q: 3 clusters Score -1.406078e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -14062045.000000 Penalty: 5768.041504
	Iteration 11Q: 3 clusters Score -1.406204e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -14063015.000000 Penalty: 5768.041504
	Iteration 12Q: 3 clusters Score -1.406302e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -14063927.000000 Penalty: 5768.041504
	Iteration 13Q: 3 clusters Score -1.406393e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -14064926.000000 Penalty: 5768.041504
	Iteration 14Q: 3 clusters Score -1.406493e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -14065808.000000 Penalty: 5768.041504
	Iteration 15Q: 3 clusters Score -1.406581e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -14066766.000000 Penalty: 5768.041504
	Iteration 16Q: 3 clusters Score -1.406677e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -14067586.000000 Penalty: 5768.041504
	Iteration 17Q: 3 clusters Score -1.406759e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -14068142.000000 Penalty: 5768.041504
	Iteration 18Q: 3 clusters Score -1.406814e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -14068659.000000 Penalty: 5768.041504
	Iteration 19Q: 3 clusters Score -1.406866e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -14068911.000000 Penalty: 5768.041504
	Iteration 20F: 3 clusters Score -1.406891e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -14069079.000000 Penalty: 5768.041504
	Iteration 21Q: 3 clusters Score -1.406908e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -14069253.000000 Penalty: 5768.041504
	Iteration 22Q: 3 clusters Score -1.406925e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -14069341.000000 Penalty: 5768.041504
	Iteration 23Q: 3 clusters Score -1.406934e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -14069404.000000 Penalty: 5768.041504
	Iteration 24Q: 3 clusters Score -1.40694e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -14069450.000000 Penalty: 5768.041504
	Iteration 25Q: 3 clusters Score -1.406945e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -14069515.000000 Penalty: 5768.041504
	Iteration 26Q: 3 clusters Score -1.406952e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -14069550.000000 Penalty: 5768.041504
	Iteration 27Q: 3 clusters Score -1.406955e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -14069559.000000 Penalty: 5768.041504
	Iteration 28Q: 3 clusters Score -1.406956e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -14069581.000000 Penalty: 5768.041504
	Iteration 29Q: 3 clusters Score -1.406958e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -14069599.000000 Penalty: 5768.041504
	Iteration 30Q: 3 clusters Score -1.40696e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -14069554.000000 Penalty: 5768.041504
	Iteration 31Q: 3 clusters Score -1.406955e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -14069594.000000 Penalty: 5768.041504
	Iteration 32Q: 3 clusters Score -1.406959e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -14069616.000000 Penalty: 5768.041504
	Iteration 33Q: 3 clusters Score -1.406962e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -14069631.000000 Penalty: 5768.041504
	Iteration 34Q: 3 clusters Score -1.406963e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -14069670.000000 Penalty: 5768.041504
	Iteration 35Q: 3 clusters Score -1.406967e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -14069695.000000 Penalty: 5768.041504
	Iteration 36Q: 3 clusters Score -1.40697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -14069690.000000 Penalty: 5768.041504
	Iteration 37Q: 3 clusters Score -1.406969e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -14069698.000000 Penalty: 5768.041504
	Iteration 38Q: 3 clusters Score -1.40697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -14069685.000000 Penalty: 5768.041504
	Iteration 39Q: 3 clusters Score -1.406968e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -14069697.000000 Penalty: 5768.041504
	Iteration 40F: 3 clusters Score -1.40697e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -14069719.000000 Penalty: 5768.041504
	Iteration 41Q: 3 clusters Score -1.406972e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -14069708.000000 Penalty: 5768.041504
	Iteration 42Q: 3 clusters Score -1.406971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -14069684.000000 Penalty: 5768.041504
	Iteration 43Q: 3 clusters Score -1.406968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -14069703.000000 Penalty: 5768.041504
	Iteration 44Q: 3 clusters Score -1.40697e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -14069729.000000 Penalty: 5768.041504
	Iteration 45Q: 3 clusters Score -1.406973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -14069709.000000 Penalty: 5768.041504
	Iteration 46Q: 3 clusters Score -1.406971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -14069710.000000 Penalty: 5768.041504
	Iteration 47Q: 3 clusters Score -1.406971e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -14069709.000000 Penalty: 5768.041504
	Iteration 48Q: 3 clusters Score -1.406971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -14069737.000000 Penalty: 5768.041504
	Iteration 49Q: 3 clusters Score -1.406974e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -14069765.000000 Penalty: 5768.041504
	Iteration 50Q: 3 clusters Score -1.406976e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -14069772.000000 Penalty: 5768.041504
	Iteration 51Q: 3 clusters Score -1.406977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -14069784.000000 Penalty: 5768.041504
	Iteration 52Q: 3 clusters Score -1.406978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -14069803.000000 Penalty: 5768.041504
	Iteration 53Q: 3 clusters Score -1.40698e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -14069814.000000 Penalty: 5768.041504
	Iteration 54Q: 3 clusters Score -1.406981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -14069803.000000 Penalty: 5768.041504
	Iteration 55Q: 3 clusters Score -1.40698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -14069804.000000 Penalty: 5768.041504
	Iteration 56Q: 3 clusters Score -1.40698e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -14069800.000000 Penalty: 5768.041504
	Iteration 57Q: 3 clusters Score -1.40698e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -14069808.000000 Penalty: 5768.041504
	Iteration 58Q: 3 clusters Score -1.406981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -14069822.000000 Penalty: 5768.041504
	Iteration 59Q: 3 clusters Score -1.406982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -14069809.000000 Penalty: 5768.041504
	Iteration 60F: 3 clusters Score -1.406981e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -14069804.000000 Penalty: 5768.041504
	Iteration 61Q: 3 clusters Score -1.40698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -14069806.000000 Penalty: 5768.041504
	Iteration 62Q: 3 clusters Score -1.406981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -14069804.000000 Penalty: 5768.041504
	Iteration 63Q: 3 clusters Score -1.40698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -14069783.000000 Penalty: 5768.041504
	Iteration 64Q: 3 clusters Score -1.406978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -14069794.000000 Penalty: 5768.041504
	Iteration 65Q: 3 clusters Score -1.406979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -14069795.000000 Penalty: 5768.041504
	Iteration 66Q: 3 clusters Score -1.40698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -14069801.000000 Penalty: 5768.041504
	Iteration 67Q: 3 clusters Score -1.40698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -14069804.000000 Penalty: 5768.041504
	Iteration 68Q: 3 clusters Score -1.40698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -14069794.000000 Penalty: 5768.041504
	Iteration 69Q: 3 clusters Score -1.406979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -14069805.000000 Penalty: 5768.041504
	Iteration 70Q: 3 clusters Score -1.40698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -14069804.000000 Penalty: 5768.041504
	Iteration 71Q: 3 clusters Score -1.40698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -14069816.000000 Penalty: 5768.041504
	Iteration 72Q: 3 clusters Score -1.406982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -14069806.000000 Penalty: 5768.041504
	Iteration 73Q: 3 clusters Score -1.406981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -14069799.000000 Penalty: 5768.041504
	Iteration 74Q: 3 clusters Score -1.40698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -14069797.000000 Penalty: 5768.041504
	Iteration 75Q: 3 clusters Score -1.40698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -14069800.000000 Penalty: 5768.041504
	Iteration 76Q: 3 clusters Score -1.40698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -14069791.000000 Penalty: 5768.041504
	Iteration 77Q: 3 clusters Score -1.406979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -14069759.000000 Penalty: 5768.041504
	Iteration 78Q: 3 clusters Score -1.406976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -14069752.000000 Penalty: 5768.041504
	Iteration 79Q: 3 clusters Score -1.406975e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -14069745.000000 Penalty: 5768.041504
	Iteration 80F: 3 clusters Score -1.406974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -14069735.000000 Penalty: 5768.041504
	Iteration 81Q: 3 clusters Score -1.406974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -14069747.000000 Penalty: 5768.041504
	Iteration 82Q: 3 clusters Score -1.406975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -14069749.000000 Penalty: 5768.041504
	Iteration 83Q: 3 clusters Score -1.406975e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -14069748.000000 Penalty: 5768.041504
	Iteration 84Q: 3 clusters Score -1.406975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -14069767.000000 Penalty: 5768.041504
	Iteration 85Q: 3 clusters Score -1.406977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -14069747.000000 Penalty: 5768.041504
	Iteration 86Q: 3 clusters Score -1.406975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -14069770.000000 Penalty: 5768.041504
	Iteration 87Q: 3 clusters Score -1.406977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -14069769.000000 Penalty: 5768.041504
	Iteration 88Q: 3 clusters Score -1.406977e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -14069763.000000 Penalty: 5768.041504
	Iteration 89Q: 3 clusters Score -1.406976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -14069774.000000 Penalty: 5768.041504
	Iteration 90Q: 3 clusters Score -1.406977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -14069795.000000 Penalty: 5768.041504
	Iteration 91Q: 3 clusters Score -1.40698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -14069799.000000 Penalty: 5768.041504
	Iteration 92Q: 3 clusters Score -1.40698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -14069806.000000 Penalty: 5768.041504
	Iteration 93Q: 3 clusters Score -1.406981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -14069798.000000 Penalty: 5768.041504
	Iteration 94Q: 3 clusters Score -1.40698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -14069802.000000 Penalty: 5768.041504
	Iteration 95Q: 3 clusters Score -1.40698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -14069787.000000 Penalty: 5768.041504
	Iteration 96Q: 3 clusters Score -1.406979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -14069796.000000 Penalty: 5768.041504
	Iteration 97Q: 3 clusters Score -1.40698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -14069805.000000 Penalty: 5768.041504
	Iteration 98Q: 3 clusters Score -1.40698e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -14069803.000000 Penalty: 5768.041504
	Iteration 99Q: 3 clusters Score -1.40698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -14069801.000000 Penalty: 5768.041504
	Iteration 100F: 3 clusters Score -1.40698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -14069795.000000 Penalty: 5768.041504
	Iteration 101Q: 3 clusters Score -1.40698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -14069816.000000 Penalty: 5768.041504
	Iteration 102Q: 3 clusters Score -1.406982e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -14069812.000000 Penalty: 5768.041504
	Iteration 103Q: 3 clusters Score -1.406981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -14069816.000000 Penalty: 5768.041504
	Iteration 104Q: 3 clusters Score -1.406982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -14069854.000000 Penalty: 5768.041504
	Iteration 105Q: 3 clusters Score -1.406985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -14069836.000000 Penalty: 5768.041504
	Iteration 106Q: 3 clusters Score -1.406984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -14069843.000000 Penalty: 5768.041504
	Iteration 107Q: 3 clusters Score -1.406984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -14069853.000000 Penalty: 5768.041504
	Iteration 108Q: 3 clusters Score -1.406985e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -14069853.000000 Penalty: 5768.041504
	Iteration 109Q: 3 clusters Score -1.406985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -14069862.000000 Penalty: 5768.041504
	Iteration 110Q: 3 clusters Score -1.406986e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -14069874.000000 Penalty: 5768.041504
	Iteration 111Q: 3 clusters Score -1.406987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -14069869.000000 Penalty: 5768.041504
	Iteration 112Q: 3 clusters Score -1.406987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -14069886.000000 Penalty: 5768.041504
	Iteration 113Q: 3 clusters Score -1.406989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -14069896.000000 Penalty: 5768.041504
	Iteration 114Q: 3 clusters Score -1.40699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -14069894.000000 Penalty: 5768.041504
	Iteration 115Q: 3 clusters Score -1.406989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -14069898.000000 Penalty: 5768.041504
	Iteration 116Q: 3 clusters Score -1.40699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -14069896.000000 Penalty: 5768.041504
	Iteration 117Q: 3 clusters Score -1.40699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -14069903.000000 Penalty: 5768.041504
	Iteration 118Q: 3 clusters Score -1.40699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 84657 members 
Entering Unmasked Estep 
Score: -14069913.000000 Penalty: 5768.041504
	Iteration 119Q: 3 clusters Score -1.406991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -14069902.000000 Penalty: 5768.041504
	Iteration 120F: 3 clusters Score -1.40699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -14069895.000000 Penalty: 5768.041504
	Iteration 121Q: 3 clusters Score -1.40699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -14069883.000000 Penalty: 5768.041504
	Iteration 122Q: 3 clusters Score -1.406988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -14069888.000000 Penalty: 5768.041504
	Iteration 123Q: 3 clusters Score -1.406989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -14069889.000000 Penalty: 5768.041504
	Iteration 124Q: 3 clusters Score -1.406989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -14069886.000000 Penalty: 5768.041504
	Iteration 125Q: 3 clusters Score -1.406989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -14069884.000000 Penalty: 5768.041504
	Iteration 126Q: 3 clusters Score -1.406988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -14069870.000000 Penalty: 5768.041504
	Iteration 127Q: 3 clusters Score -1.406987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -14069876.000000 Penalty: 5768.041504
	Iteration 128Q: 3 clusters Score -1.406988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -14069880.000000 Penalty: 5768.041504
	Iteration 129Q: 3 clusters Score -1.406988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -14069885.000000 Penalty: 5768.041504
	Iteration 130Q: 3 clusters Score -1.406988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -14069880.000000 Penalty: 5768.041504
	Iteration 131Q: 3 clusters Score -1.406988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -14069882.000000 Penalty: 5768.041504
	Iteration 132Q: 3 clusters Score -1.406988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -14069885.000000 Penalty: 5768.041504
	Iteration 133Q: 3 clusters Score -1.406988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -14069884.000000 Penalty: 5768.041504
	Iteration 134Q: 3 clusters Score -1.406988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -14069880.000000 Penalty: 5768.041504
	Iteration 135Q: 3 clusters Score -1.406988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -14069885.000000 Penalty: 5768.041504
	Iteration 136Q: 3 clusters Score -1.406988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -14069874.000000 Penalty: 5768.041504
	Iteration 137Q: 3 clusters Score -1.406987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -14069877.000000 Penalty: 5768.041504
	Iteration 138Q: 3 clusters Score -1.406988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -14069875.000000 Penalty: 5768.041504
	Iteration 139Q: 3 clusters Score -1.406988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -14069885.000000 Penalty: 5768.041504
	Iteration 140F: 3 clusters Score -1.406988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -14069882.000000 Penalty: 5768.041504
	Iteration 141Q: 3 clusters Score -1.406988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -14069871.000000 Penalty: 5768.041504
	Iteration 142Q: 3 clusters Score -1.406987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -14069879.000000 Penalty: 5768.041504
	Iteration 143Q: 3 clusters Score -1.406988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -14069889.000000 Penalty: 5768.041504
	Iteration 144Q: 3 clusters Score -1.406989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -14069889.000000 Penalty: 5768.041504
	Iteration 145Q: 3 clusters Score -1.406989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -14069886.000000 Penalty: 5768.041504
	Iteration 146Q: 3 clusters Score -1.406989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -14069900.000000 Penalty: 5768.041504
	Iteration 147Q: 3 clusters Score -1.40699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -14069884.000000 Penalty: 5768.041504
	Iteration 148Q: 3 clusters Score -1.406988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -14069904.000000 Penalty: 5768.041504
	Iteration 149Q: 3 clusters Score -1.40699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -14069915.000000 Penalty: 5768.041504
	Iteration 150Q: 3 clusters Score -1.406992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -14069905.000000 Penalty: 5768.041504
	Iteration 151Q: 3 clusters Score -1.40699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -14069914.000000 Penalty: 5768.041504
	Iteration 152Q: 3 clusters Score -1.406991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -14069921.000000 Penalty: 5768.041504
	Iteration 153Q: 3 clusters Score -1.406992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -14069923.000000 Penalty: 5768.041504
	Iteration 154Q: 3 clusters Score -1.406992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -14069906.000000 Penalty: 5768.041504
	Iteration 155Q: 3 clusters Score -1.406991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -14069924.000000 Penalty: 5768.041504
	Iteration 156Q: 3 clusters Score -1.406992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -14069920.000000 Penalty: 5768.041504
	Iteration 157Q: 3 clusters Score -1.406992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -14069910.000000 Penalty: 5768.041504
	Iteration 158Q: 3 clusters Score -1.406991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -14069913.000000 Penalty: 5768.041504
	Iteration 159Q: 3 clusters Score -1.406991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -14069911.000000 Penalty: 5768.041504
	Iteration 160F: 3 clusters Score -1.406991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -14069921.000000 Penalty: 5768.041504
	Iteration 161Q: 3 clusters Score -1.406992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -14069899.000000 Penalty: 5768.041504
	Iteration 162Q: 3 clusters Score -1.40699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -14069918.000000 Penalty: 5768.041504
	Iteration 163Q: 3 clusters Score -1.406992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -14069925.000000 Penalty: 5768.041504
	Iteration 164Q: 3 clusters Score -1.406992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -14069909.000000 Penalty: 5768.041504
	Iteration 165Q: 3 clusters Score -1.406991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -14069910.000000 Penalty: 5768.041504
	Iteration 166Q: 3 clusters Score -1.406991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -14069918.000000 Penalty: 5768.041504
	Iteration 167Q: 3 clusters Score -1.406992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -14069931.000000 Penalty: 5768.041504
	Iteration 168Q: 3 clusters Score -1.406993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -14069938.000000 Penalty: 5768.041504
	Iteration 169Q: 3 clusters Score -1.406994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -14069922.000000 Penalty: 5768.041504
	Iteration 170Q: 3 clusters Score -1.406992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -14069918.000000 Penalty: 5768.041504
	Iteration 171Q: 3 clusters Score -1.406992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -14069921.000000 Penalty: 5768.041504
	Iteration 172Q: 3 clusters Score -1.406992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -14069921.000000 Penalty: 5768.041504
	Iteration 173Q: 3 clusters Score -1.406992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5768.041504
	Iteration 174Q: 3 clusters Score -1.406993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -14069932.000000 Penalty: 5768.041504
	Iteration 175Q: 3 clusters Score -1.406993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5768.041504
	Iteration 176Q: 3 clusters Score -1.406993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5768.041504
	Iteration 177Q: 3 clusters Score -1.406993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -14069927.000000 Penalty: 5768.041504
	Iteration 178Q: 3 clusters Score -1.406993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -14069931.000000 Penalty: 5768.041504
	Iteration 179Q: 3 clusters Score -1.406993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -14069923.000000 Penalty: 5768.041504
	Iteration 180F: 3 clusters Score -1.406992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5768.041504
	Iteration 181Q: 3 clusters Score -1.406993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -14069928.000000 Penalty: 5768.041504
	Iteration 182F: 3 clusters Score -1.406993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134745.953125 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134746 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135147.046875 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135392.640625 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135392.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135661.750000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -135661.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -135923.531250 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -135923.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136175.921875 Penalty: 3516.678223
	Iteration 5F: 3 clusters Score -136175.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -136305.046875 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136358.921875 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136375.859375 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136375.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136393.953125 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -136406.093750 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -136412.390625 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -136417.937500 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136421.593750 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -136422.390625 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -136424.218750 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -136429.890625 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -136429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -136437.203125 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -136437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -136437.203125 Penalty: 3516.678223
	Iteration 18F: 3 clusters Score -136437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48311.027344 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48311.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46874.476562 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -46874.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47031.597656 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47031.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47100.320312 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -47100.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47135.917969 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -47135.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47156.175781 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -47156.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47174.597656 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -47174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47182.773438 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -47182.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47193.332031 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -47193.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47207.265625 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -47207.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47216.132812 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -47216.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47216.132812 Penalty: 3007.637451
	Iteration 10F: 3 clusters Score -47216.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -910684.125000 Penalty: 2235.190186
	Iteration 0F: 2 clusters Score -910684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -904207.937500 Penalty: 4470.380371
	Iteration 0F: 3 clusters Score -904207.9 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -906114.062500 Penalty: 4470.380371
	Iteration 1F: 3 clusters Score -906114.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -906525.875000 Penalty: 4470.380371
	Iteration 2F: 3 clusters Score -906525.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -906845.312500 Penalty: 4470.380371
	Iteration 3F: 3 clusters Score -906845.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -907132.125000 Penalty: 4470.380371
	Iteration 4F: 3 clusters Score -907132.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -907386.875000 Penalty: 4470.380371
	Iteration 5Q: 3 clusters Score -907386.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -907647.125000 Penalty: 4470.380371
	Iteration 6Q: 3 clusters Score -907647.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -907893.312500 Penalty: 4470.380371
	Iteration 7Q: 3 clusters Score -907893.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -908138.187500 Penalty: 4470.380371
	Iteration 8Q: 3 clusters Score -908138.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -908423.562500 Penalty: 4470.380371
	Iteration 9Q: 3 clusters Score -908423.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -908719.187500 Penalty: 4470.380371
	Iteration 10Q: 3 clusters Score -908719.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -908989.187500 Penalty: 4470.380371
	Iteration 11Q: 3 clusters Score -908989.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -909245.000000 Penalty: 4470.380371
	Iteration 12Q: 3 clusters Score -909245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -909422.375000 Penalty: 4470.380371
	Iteration 13Q: 3 clusters Score -909422.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -909519.625000 Penalty: 4470.380371
	Iteration 14Q: 3 clusters Score -909519.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -909583.125000 Penalty: 4470.380371
	Iteration 15Q: 3 clusters Score -909583.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -909635.812500 Penalty: 4470.380371
	Iteration 16Q: 3 clusters Score -909635.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -909671.375000 Penalty: 4470.380371
	Iteration 17Q: 3 clusters Score -909671.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -909702.500000 Penalty: 4470.380371
	Iteration 18Q: 3 clusters Score -909702.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -909721.562500 Penalty: 4470.380371
	Iteration 19Q: 3 clusters Score -909721.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -909740.687500 Penalty: 4470.380371
	Iteration 20F: 3 clusters Score -909740.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -909763.625000 Penalty: 4470.380371
	Iteration 21Q: 3 clusters Score -909763.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -909778.812500 Penalty: 4470.380371
	Iteration 22Q: 3 clusters Score -909778.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -909793.375000 Penalty: 4470.380371
	Iteration 23Q: 3 clusters Score -909793.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -909805.687500 Penalty: 4470.380371
	Iteration 24Q: 3 clusters Score -909805.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -909813.812500 Penalty: 4470.380371
	Iteration 25Q: 3 clusters Score -909813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -909818.812500 Penalty: 4470.380371
	Iteration 26Q: 3 clusters Score -909818.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -909824.500000 Penalty: 4470.380371
	Iteration 27Q: 3 clusters Score -909824.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -909831.125000 Penalty: 4470.380371
	Iteration 28Q: 3 clusters Score -909831.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -909835.187500 Penalty: 4470.380371
	Iteration 29Q: 3 clusters Score -909835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -909841.812500 Penalty: 4470.380371
	Iteration 30Q: 3 clusters Score -909841.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -909847.750000 Penalty: 4470.380371
	Iteration 31Q: 3 clusters Score -909847.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -909857.500000 Penalty: 4470.380371
	Iteration 32Q: 3 clusters Score -909857.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -909865.625000 Penalty: 4470.380371
	Iteration 33Q: 3 clusters Score -909865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -909871.687500 Penalty: 4470.380371
	Iteration 34Q: 3 clusters Score -909871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -909876.875000 Penalty: 4470.380371
	Iteration 35Q: 3 clusters Score -909876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -909881.250000 Penalty: 4470.380371
	Iteration 36Q: 3 clusters Score -909881.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -909884.687500 Penalty: 4470.380371
	Iteration 37Q: 3 clusters Score -909884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -909885.687500 Penalty: 4470.380371
	Iteration 38Q: 3 clusters Score -909885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -909890.250000 Penalty: 4470.380371
	Iteration 39Q: 3 clusters Score -909890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -909889.000000 Penalty: 4470.380371
	Iteration 40F: 3 clusters Score -909889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -909891.812500 Penalty: 4470.380371
	Iteration 41Q: 3 clusters Score -909891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -909898.812500 Penalty: 4470.380371
	Iteration 42Q: 3 clusters Score -909898.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -909905.625000 Penalty: 4470.380371
	Iteration 43Q: 3 clusters Score -909905.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -909909.875000 Penalty: 4470.380371
	Iteration 44Q: 3 clusters Score -909909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -909915.125000 Penalty: 4470.380371
	Iteration 45Q: 3 clusters Score -909915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -909916.500000 Penalty: 4470.380371
	Iteration 46Q: 3 clusters Score -909916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -909917.250000 Penalty: 4470.380371
	Iteration 47Q: 3 clusters Score -909917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -909923.375000 Penalty: 4470.380371
	Iteration 48Q: 3 clusters Score -909923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -909926.750000 Penalty: 4470.380371
	Iteration 49Q: 3 clusters Score -909926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -909928.187500 Penalty: 4470.380371
	Iteration 50Q: 3 clusters Score -909928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -909930.875000 Penalty: 4470.380371
	Iteration 51Q: 3 clusters Score -909930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -909935.187500 Penalty: 4470.380371
	Iteration 52Q: 3 clusters Score -909935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -909937.437500 Penalty: 4470.380371
	Iteration 53Q: 3 clusters Score -909937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -909938.062500 Penalty: 4470.380371
	Iteration 54Q: 3 clusters Score -909938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -909938.125000 Penalty: 4470.380371
	Iteration 55Q: 3 clusters Score -909938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -909939.125000 Penalty: 4470.380371
	Iteration 56Q: 3 clusters Score -909939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -909942.562500 Penalty: 4470.380371
	Iteration 57Q: 3 clusters Score -909942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -909944.312500 Penalty: 4470.380371
	Iteration 58Q: 3 clusters Score -909944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -909946.250000 Penalty: 4470.380371
	Iteration 59Q: 3 clusters Score -909946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -909947.937500 Penalty: 4470.380371
	Iteration 60F: 3 clusters Score -909947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -909953.000000 Penalty: 4470.380371
	Iteration 61Q: 3 clusters Score -909953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -909952.375000 Penalty: 4470.380371
	Iteration 62Q: 3 clusters Score -909952.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -909955.187500 Penalty: 4470.380371
	Iteration 63Q: 3 clusters Score -909955.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -909958.437500 Penalty: 4470.380371
	Iteration 64Q: 3 clusters Score -909958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -909958.375000 Penalty: 4470.380371
	Iteration 65Q: 3 clusters Score -909958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -909960.312500 Penalty: 4470.380371
	Iteration 66Q: 3 clusters Score -909960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -909961.750000 Penalty: 4470.380371
	Iteration 67Q: 3 clusters Score -909961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -909961.562500 Penalty: 4470.380371
	Iteration 68Q: 3 clusters Score -909961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -909965.500000 Penalty: 4470.380371
	Iteration 69Q: 3 clusters Score -909965.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -909966.750000 Penalty: 4470.380371
	Iteration 70Q: 3 clusters Score -909966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -909968.125000 Penalty: 4470.380371
	Iteration 71Q: 3 clusters Score -909968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -909969.125000 Penalty: 4470.380371
	Iteration 72Q: 3 clusters Score -909969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -909973.187500 Penalty: 4470.380371
	Iteration 73Q: 3 clusters Score -909973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -909973.187500 Penalty: 4470.380371
	Iteration 74Q: 3 clusters Score -909973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -909973.187500 Penalty: 4470.380371
	Iteration 75F: 3 clusters Score -909973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -831527.312500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -831527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -826031.875000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -826031.9 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -827441.750000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -827441.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -827728.187500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -827728.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -828049.437500 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -828049.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -828377.062500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -828377.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -828716.687500 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -828716.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -829098.000000 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -829098 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -829455.562500 Penalty: 4356.944824
	Iteration 7F: 3 clusters Score -829455.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -829733.687500 Penalty: 4356.944824
	Iteration 8F: 3 clusters Score -829733.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -829929.500000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -829929.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -830052.437500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -830052.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -830119.375000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -830119.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -830160.562500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -830160.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -830197.250000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -830197.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -830218.875000 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -830218.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -830232.875000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -830232.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -830247.250000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -830247.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -830258.812500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -830258.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -830273.500000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -830273.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -830282.500000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -830282.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -830288.750000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -830288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -830297.375000 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -830297.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -830303.687500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -830303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -830306.125000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -830306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -830310.625000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -830310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -830311.812500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -830311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -830315.250000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -830315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -830317.250000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -830317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -830320.125000 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -830320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -830322.875000 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -830322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -830323.500000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -830323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -830324.562500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -830324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -830325.937500 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -830325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -830327.125000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -830327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -830326.062500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -830326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -830329.000000 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -830329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -830329.687500 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -830329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -830332.125000 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -830332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -830334.187500 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -830334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -830332.375000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -830332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -830330.812500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -830330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -830332.125000 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -830332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -830332.125000 Penalty: 4356.944824
	Iteration 42F: 3 clusters Score -830332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 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 372 members 
Entering Unmasked Estep 
Score: -75506.671875 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75506.67 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75797.226562 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75797.23 nChanged 56
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: -75913.328125 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -75913.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75959.625000 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -75959.62 nChanged 21
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: -76001.632812 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -76001.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76069.320312 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -76069.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76158.148438 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -76158.15 nChanged 21
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: -76216.000000 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -76216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76262.875000 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -76262.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76294.375000 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -76294.38 nChanged 11
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: -76317.343750 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -76317.34 nChanged 10
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: -76333.359375 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -76333.36 nChanged 8
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: -76347.179688 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -76347.18 nChanged 5
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: -76365.101562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -76365.1 nChanged 5
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: -76381.210938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -76381.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76391.117188 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -76391.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76391.757812 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -76391.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76393.757812 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -76393.76 nChanged 3
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: -76402.492188 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -76402.49 nChanged 4
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: -76410.406250 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -76410.41 nChanged 2
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: -76417.453125 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -76417.45 nChanged 2
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: -76420.281250 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -76420.28 nChanged 1
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: -76421.453125 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -76421.45 nChanged 0
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: -76421.453125 Penalty: 3284.877197
	Iteration 23F: 3 clusters Score -76421.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30980.560547 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -30980.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31168.123047 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31168.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31227.554688 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -31227.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31295.103516 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31332.910156 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31332.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31373.978516 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31373.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31381.986328 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -31381.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31386.619141 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -31386.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31390.441406 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -31390.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31392.808594 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -31392.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31392.808594 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -31392.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 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 216 members 
Entering Unmasked Estep 
Score: -34664.304688 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34664.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35004.324219 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -35004.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35204.628906 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35204.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35647.898438 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -35647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35895.144531 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -35895.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -36003.050781 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36003.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -36072.265625 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36072.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36086.019531 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36086.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36106.191406 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36106.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36106.191406 Penalty: 2956.658691
	Iteration 9F: 3 clusters Score -36106.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39993 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 25028 members 
Mstep: Class 10 contains 164114 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 79369 members 
Mstep: Class 13 contains 335839 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51760 members 
Mstep: Class 29 contains 12678 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28037 members 
Mstep: Class 35 contains 4883 members 
Mstep: Class 36 contains 50082 members 
Mstep: Class 37 contains 112321 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 6530 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 293 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21524 members 
Mstep: Class 48 contains 1715 members 
Mstep: Class 49 contains 95 members 
Entering Unmasked Estep 
Score: -142006576.000000 Penalty: 169800.968750
Splitting cluster 44 changes total score from -142008096.000000 to -142006576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -712396.250000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -712396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -707346.250000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -707346.2 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -708533.687500 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -708533.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -708836.000000 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -708836 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -709144.687500 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -709144.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -709416.750000 Penalty: 4308.469238
	Iteration 4F: 3 clusters Score -709416.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -709643.250000 Penalty: 4308.469238
	Iteration 5F: 3 clusters Score -709643.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -709830.437500 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -709830.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -709985.625000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -709985.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -710108.000000 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -710108 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -710215.437500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -710215.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -710321.250000 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -710321.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -710417.500000 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -710417.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -710502.750000 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -710502.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -710612.500000 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -710612.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -710731.125000 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -710731.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -710874.000000 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -710874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -710991.687500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -710991.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -711060.875000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -711060.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -711108.062500 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -711108.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -711141.250000 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -711141.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -711161.562500 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -711161.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -711180.937500 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -711180.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -711194.000000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -711194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -711211.375000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -711211.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -711221.937500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -711221.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -711228.125000 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -711228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -711234.250000 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -711234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -711237.562500 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -711237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -711241.062500 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -711241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -711242.375000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -711242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -711245.312500 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -711245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -711246.312500 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -711246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -711246.562500 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -711246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -711247.625000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -711247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -711247.687500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -711247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -711248.187500 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -711248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -711248.062500 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -711248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -711248.062500 Penalty: 4308.469238
	Iteration 37F: 3 clusters Score -711248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -287709.750000 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -287709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -284908.875000 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -284908.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285400.656250 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -285400.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285522.906250 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -285522.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285596.656250 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -285596.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -285647.281250 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -285647.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285672.000000 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -285672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285691.968750 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -285692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -285702.437500 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -285702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285717.875000 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -285717.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -285734.687500 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -285734.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285752.750000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -285752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285770.125000 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -285770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -285782.843750 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -285782.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -285794.687500 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -285794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285800.625000 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -285800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -285803.312500 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -285803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -285806.093750 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -285806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285807.781250 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -285807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -285812.687500 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -285812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -285817.531250 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -285817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285821.687500 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -285821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -285824.968750 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -285825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -285827.843750 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -285827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285830.312500 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -285830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285831.437500 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -285831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285832.000000 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -285832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285832.000000 Penalty: 3840.446777
	Iteration 26F: 3 clusters Score -285832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Entering Unmasked Estep 
Score: -2674769.000000 Penalty: 2474.277100
	Iteration 0F: 2 clusters Score -2674769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2659776.500000 Penalty: 4948.554199
	Iteration 0F: 3 clusters Score -2659776 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2664692.500000 Penalty: 4948.554199
	Iteration 1F: 3 clusters Score -2664692 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2665052.000000 Penalty: 4948.554199
	Iteration 2Q: 3 clusters Score -2665052 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2665370.750000 Penalty: 4948.554199
	Iteration 3Q: 3 clusters Score -2665371 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2665709.000000 Penalty: 4948.554199
	Iteration 4Q: 3 clusters Score -2665709 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2666101.750000 Penalty: 4948.554199
	Iteration 5Q: 3 clusters Score -2666102 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2666569.000000 Penalty: 4948.554199
	Iteration 6Q: 3 clusters Score -2666569 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2667204.750000 Penalty: 4948.554199
	Iteration 7F: 3 clusters Score -2667205 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2668148.000000 Penalty: 4948.554199
	Iteration 8F: 3 clusters Score -2668148 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2669306.750000 Penalty: 4948.554199
	Iteration 9F: 3 clusters Score -2669307 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2670467.750000 Penalty: 4948.554199
	Iteration 10F: 3 clusters Score -2670468 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2671382.750000 Penalty: 4948.554199
	Iteration 11Q: 3 clusters Score -2671383 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2671947.000000 Penalty: 4948.554199
	Iteration 12Q: 3 clusters Score -2671947 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2672232.250000 Penalty: 4948.554199
	Iteration 13Q: 3 clusters Score -2672232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2672366.000000 Penalty: 4948.554199
	Iteration 14Q: 3 clusters Score -2672366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2672454.500000 Penalty: 4948.554199
	Iteration 15Q: 3 clusters Score -2672454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2672504.000000 Penalty: 4948.554199
	Iteration 16Q: 3 clusters Score -2672504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2672540.500000 Penalty: 4948.554199
	Iteration 17Q: 3 clusters Score -2672540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2672580.250000 Penalty: 4948.554199
	Iteration 18Q: 3 clusters Score -2672580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2672603.500000 Penalty: 4948.554199
	Iteration 19Q: 3 clusters Score -2672604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2672616.750000 Penalty: 4948.554199
	Iteration 20F: 3 clusters Score -2672617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2672623.750000 Penalty: 4948.554199
	Iteration 21Q: 3 clusters Score -2672624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2672636.500000 Penalty: 4948.554199
	Iteration 22Q: 3 clusters Score -2672636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2672644.750000 Penalty: 4948.554199
	Iteration 23Q: 3 clusters Score -2672645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2672647.000000 Penalty: 4948.554199
	Iteration 24Q: 3 clusters Score -2672647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2672650.500000 Penalty: 4948.554199
	Iteration 25Q: 3 clusters Score -2672650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2672653.500000 Penalty: 4948.554199
	Iteration 26Q: 3 clusters Score -2672654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2672655.500000 Penalty: 4948.554199
	Iteration 27Q: 3 clusters Score -2672656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2672655.500000 Penalty: 4948.554199
	Iteration 28F: 3 clusters Score -2672656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -194613.250000 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -194613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192192.609375 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -192192.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192615.625000 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -192615.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192743.265625 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -192743.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192816.765625 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -192816.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192873.781250 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -192873.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192913.515625 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -192913.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192928.343750 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -192928.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -192947.812500 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -192947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192963.500000 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -192963.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -192982.078125 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -192982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -193003.109375 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -193003.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193017.531250 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -193017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193033.203125 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -193033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193058.937500 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -193058.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193088.421875 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -193088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193109.968750 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -193110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -193121.453125 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -193121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193133.859375 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -193133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193139.781250 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -193139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193148.046875 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -193148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -193159.484375 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -193159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193163.203125 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -193163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -193165.078125 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -193165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193169.203125 Penalty: 3693.795410
	Iteration 23Q: 3 clusters Score -193169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -193170.468750 Penalty: 3693.795410
	Iteration 24Q: 3 clusters Score -193170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193171.953125 Penalty: 3693.795410
	Iteration 25Q: 3 clusters Score -193172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -193175.875000 Penalty: 3693.795410
	Iteration 26Q: 3 clusters Score -193175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -193180.562500 Penalty: 3693.795410
	Iteration 27Q: 3 clusters Score -193180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -193183.218750 Penalty: 3693.795410
	Iteration 28Q: 3 clusters Score -193183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -193184.203125 Penalty: 3693.795410
	Iteration 29Q: 3 clusters Score -193184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -193185.062500 Penalty: 3693.795410
	Iteration 30Q: 3 clusters Score -193185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -193185.437500 Penalty: 3693.795410
	Iteration 31Q: 3 clusters Score -193185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -193186.718750 Penalty: 3693.795410
	Iteration 32Q: 3 clusters Score -193186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -193189.343750 Penalty: 3693.795410
	Iteration 33Q: 3 clusters Score -193189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -193196.156250 Penalty: 3693.795410
	Iteration 34Q: 3 clusters Score -193196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -193201.406250 Penalty: 3693.795410
	Iteration 35Q: 3 clusters Score -193201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193202.484375 Penalty: 3693.795410
	Iteration 36Q: 3 clusters Score -193202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -193204.703125 Penalty: 3693.795410
	Iteration 37Q: 3 clusters Score -193204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -193206.640625 Penalty: 3693.795410
	Iteration 38Q: 3 clusters Score -193206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -193208.843750 Penalty: 3693.795410
	Iteration 39Q: 3 clusters Score -193208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193214.046875 Penalty: 3693.795410
	Iteration 40F: 3 clusters Score -193214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193218.234375 Penalty: 3693.795410
	Iteration 41Q: 3 clusters Score -193218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -193220.468750 Penalty: 3693.795410
	Iteration 42Q: 3 clusters Score -193220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -193223.718750 Penalty: 3693.795410
	Iteration 43Q: 3 clusters Score -193223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -193224.906250 Penalty: 3693.795410
	Iteration 44Q: 3 clusters Score -193224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193225.265625 Penalty: 3693.795410
	Iteration 45Q: 3 clusters Score -193225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -193226.062500 Penalty: 3693.795410
	Iteration 46Q: 3 clusters Score -193226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -193226.671875 Penalty: 3693.795410
	Iteration 47Q: 3 clusters Score -193226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -193229.046875 Penalty: 3693.795410
	Iteration 48Q: 3 clusters Score -193229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193233.515625 Penalty: 3693.795410
	Iteration 49Q: 3 clusters Score -193233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -193238.890625 Penalty: 3693.795410
	Iteration 50Q: 3 clusters Score -193238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -193241.484375 Penalty: 3693.795410
	Iteration 51Q: 3 clusters Score -193241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -193242.312500 Penalty: 3693.795410
	Iteration 52Q: 3 clusters Score -193242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -193242.984375 Penalty: 3693.795410
	Iteration 53Q: 3 clusters Score -193243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -193243.984375 Penalty: 3693.795410
	Iteration 54Q: 3 clusters Score -193244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193244.890625 Penalty: 3693.795410
	Iteration 55Q: 3 clusters Score -193244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193244.890625 Penalty: 3693.795410
	Iteration 56F: 3 clusters Score -193244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39993 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 25028 members 
Mstep: Class 10 contains 164114 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 79369 members 
Mstep: Class 13 contains 335839 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38339 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51760 members 
Mstep: Class 29 contains 12678 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28037 members 
Mstep: Class 35 contains 4883 members 
Mstep: Class 36 contains 50082 members 
Mstep: Class 37 contains 112321 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 6530 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21524 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008448.000000 Penalty: 166335.640625
Iteration 279Q: 49 clusters Score -1.420084e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39987 members 
Mstep: Class 3 contains 32740 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10417 members 
Mstep: Class 9 contains 25024 members 
Mstep: Class 10 contains 164070 members 
Mstep: Class 11 contains 18030 members 
Mstep: Class 12 contains 78692 members 
Mstep: Class 13 contains 336242 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11580 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38343 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 5079 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16420 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 51751 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28041 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50123 members 
Mstep: Class 37 contains 112299 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21517 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008128.000000 Penalty: 166335.640625
Iteration 280F: 49 clusters Score -1.420081e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39982 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10418 members 
Mstep: Class 9 contains 25014 members 
Mstep: Class 10 contains 164004 members 
Mstep: Class 11 contains 18022 members 
Mstep: Class 12 contains 78018 members 
Mstep: Class 13 contains 336655 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38348 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5078 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 51754 members 
Mstep: Class 29 contains 12667 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 28042 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50161 members 
Mstep: Class 37 contains 112247 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8209 members 
Mstep: Class 41 contains 7277 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2304 members 
Mstep: Class 47 contains 21504 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008480.000000 Penalty: 166335.640625
Iteration 281Q: 49 clusters Score -1.420085e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 39966 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 24988 members 
Mstep: Class 10 contains 163918 members 
Mstep: Class 11 contains 18008 members 
Mstep: Class 12 contains 77316 members 
Mstep: Class 13 contains 337101 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38355 members 
Mstep: Class 20 contains 10211 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5077 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 51759 members 
Mstep: Class 29 contains 12658 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28046 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50191 members 
Mstep: Class 37 contains 112223 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 7710 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 21489 members 
Mstep: Class 48 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008912.000000 Penalty: 166335.640625
Iteration 282Q: 49 clusters Score -1.420089e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39957 members 
Mstep: Class 3 contains 32688 members 
Mstep: Class 4 contains 6012 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12918 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10417 members 
Mstep: Class 9 contains 24957 members 
Mstep: Class 10 contains 163830 members 
Mstep: Class 11 contains 18002 members 
Mstep: Class 12 contains 76502 members 
Mstep: Class 13 contains 337586 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11585 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 10210 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5076 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 51758 members 
Mstep: Class 29 contains 12653 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28046 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50220 members 
Mstep: Class 37 contains 112178 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 8208 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5922 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21470 members 
Mstep: Class 48 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142008448.000000 Penalty: 166335.640625
Iteration 283Q: 49 clusters Score -1.420084e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39938 members 
Mstep: Class 3 contains 32674 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 9 contains 24922 members 
Mstep: Class 10 contains 163736 members 
Mstep: Class 11 contains 18002 members 
Mstep: Class 12 contains 75593 members 
Mstep: Class 13 contains 338160 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 17 contains 2546 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38375 members 
Mstep: Class 20 contains 10210 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 5076 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12653 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28048 members 
Mstep: Class 35 contains 4881 members 
Mstep: Class 36 contains 50267 members 
Mstep: Class 37 contains 112119 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8213 members 
Mstep: Class 41 contains 8728 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5921 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21452 members 
Mstep: Class 48 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009248.000000 Penalty: 166335.640625
Iteration 284Q: 49 clusters Score -1.420092e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39942 members 
Mstep: Class 3 contains 32672 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12917 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 24873 members 
Mstep: Class 10 contains 163630 members 
Mstep: Class 11 contains 18008 members 
Mstep: Class 12 contains 74623 members 
Mstep: Class 13 contains 338745 members 
Mstep: Class 14 contains 5865 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38401 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 5075 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 51766 members 
Mstep: Class 29 contains 12645 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28057 members 
Mstep: Class 35 contains 4881 members 
Mstep: Class 36 contains 50323 members 
Mstep: Class 37 contains 112039 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 9274 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5920 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21437 members 
Mstep: Class 48 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142009600.000000 Penalty: 166335.640625
Iteration 285Q: 49 clusters Score -1.420096e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 39950 members 
Mstep: Class 3 contains 32679 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12913 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10415 members 
Mstep: Class 9 contains 24838 members 
Mstep: Class 10 contains 163514 members 
Mstep: Class 11 contains 18004 members 
Mstep: Class 12 contains 73600 members 
Mstep: Class 13 contains 339354 members 
Mstep: Class 14 contains 5854 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38399 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 5074 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 16409 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6239 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 51767 members 
Mstep: Class 29 contains 12643 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2120 members 
Mstep: Class 34 contains 28062 members 
Mstep: Class 35 contains 4881 members 
Mstep: Class 36 contains 50395 members 
Mstep: Class 37 contains 111960 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 9871 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2306 members 
Mstep: Class 47 contains 21419 members 
Mstep: Class 48 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010096.000000 Penalty: 166335.640625
Iteration 286Q: 49 clusters Score -1.420101e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39958 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12912 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 9 contains 24799 members 
Mstep: Class 10 contains 163433 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 72547 members 
Mstep: Class 13 contains 339971 members 
Mstep: Class 14 contains 5848 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38391 members 
Mstep: Class 20 contains 10210 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 51762 members 
Mstep: Class 29 contains 12621 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2119 members 
Mstep: Class 34 contains 28064 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50480 members 
Mstep: Class 37 contains 111884 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 10462 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21391 members 
Mstep: Class 48 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142010560.000000 Penalty: 166335.640625
Iteration 287Q: 49 clusters Score -1.420106e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 39957 members 
Mstep: Class 3 contains 32726 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 24764 members 
Mstep: Class 10 contains 163371 members 
Mstep: Class 11 contains 17995 members 
Mstep: Class 12 contains 71489 members 
Mstep: Class 13 contains 340599 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38369 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5062 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 51750 members 
Mstep: Class 29 contains 12623 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2119 members 
Mstep: Class 34 contains 28063 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 50580 members 
Mstep: Class 37 contains 111796 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8206 members 
Mstep: Class 41 contains 11046 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21358 members 
Mstep: Class 48 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011424.000000 Penalty: 166335.640625
Iteration 288Q: 49 clusters Score -1.420114e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 39952 members 
Mstep: Class 3 contains 32735 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12909 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 163304 members 
Mstep: Class 11 contains 17976 members 
Mstep: Class 12 contains 70490 members 
Mstep: Class 13 contains 341240 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 38340 members 
Mstep: Class 20 contains 10214 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16403 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 51743 members 
Mstep: Class 29 contains 12633 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2120 members 
Mstep: Class 34 contains 28070 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 50667 members 
Mstep: Class 37 contains 111719 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 11597 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21330 members 
Mstep: Class 48 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142011552.000000 Penalty: 166335.640625
Iteration 289Q: 49 clusters Score -1.420116e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 39943 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 24654 members 
Mstep: Class 10 contains 163236 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 12 contains 69525 members 
Mstep: Class 13 contains 341865 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11575 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38317 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 16399 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 51737 members 
Mstep: Class 29 contains 12636 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28074 members 
Mstep: Class 35 contains 4874 members 
Mstep: Class 36 contains 50767 members 
Mstep: Class 37 contains 111631 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8210 members 
Mstep: Class 41 contains 12109 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21306 members 
Mstep: Class 48 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012096.000000 Penalty: 166335.640625
Iteration 290Q: 49 clusters Score -1.420121e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 39931 members 
Mstep: Class 3 contains 32772 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12907 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24621 members 
Mstep: Class 10 contains 163155 members 
Mstep: Class 11 contains 17950 members 
Mstep: Class 12 contains 68643 members 
Mstep: Class 13 contains 342491 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11569 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 38301 members 
Mstep: Class 20 contains 10217 members 
Mstep: Class 21 contains 5699 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 16399 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 51741 members 
Mstep: Class 29 contains 12640 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28071 members 
Mstep: Class 35 contains 4873 members 
Mstep: Class 36 contains 50882 members 
Mstep: Class 37 contains 111541 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8212 members 
Mstep: Class 41 contains 12506 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21281 members 
Mstep: Class 48 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 291Q: 49 clusters Score -1.420127e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 39913 members 
Mstep: Class 3 contains 32776 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24567 members 
Mstep: Class 10 contains 163104 members 
Mstep: Class 11 contains 17934 members 
Mstep: Class 12 contains 67832 members 
Mstep: Class 13 contains 343155 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11566 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38266 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16398 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 51730 members 
Mstep: Class 29 contains 12655 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28071 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 51010 members 
Mstep: Class 37 contains 111434 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8214 members 
Mstep: Class 41 contains 12834 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21270 members 
Mstep: Class 48 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013264.000000 Penalty: 166335.640625
Iteration 292Q: 49 clusters Score -1.420133e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 39894 members 
Mstep: Class 3 contains 32793 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 24525 members 
Mstep: Class 10 contains 163056 members 
Mstep: Class 11 contains 17907 members 
Mstep: Class 12 contains 67082 members 
Mstep: Class 13 contains 343828 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38228 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16398 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6237 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51710 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28075 members 
Mstep: Class 35 contains 4864 members 
Mstep: Class 36 contains 51118 members 
Mstep: Class 37 contains 111312 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8217 members 
Mstep: Class 41 contains 13112 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21258 members 
Mstep: Class 48 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013600.000000 Penalty: 166335.640625
Iteration 293Q: 49 clusters Score -1.420136e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 39871 members 
Mstep: Class 3 contains 32808 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 24481 members 
Mstep: Class 10 contains 163020 members 
Mstep: Class 11 contains 17883 members 
Mstep: Class 12 contains 66399 members 
Mstep: Class 13 contains 344448 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38210 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 5045 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16396 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51680 members 
Mstep: Class 29 contains 12677 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28078 members 
Mstep: Class 35 contains 4860 members 
Mstep: Class 36 contains 51237 members 
Mstep: Class 37 contains 111222 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8223 members 
Mstep: Class 41 contains 13354 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21243 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013552.000000 Penalty: 166335.640625
Iteration 294Q: 49 clusters Score -1.420136e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 32841 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12909 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 24436 members 
Mstep: Class 10 contains 162974 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 65753 members 
Mstep: Class 13 contains 345087 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 38192 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 5041 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51653 members 
Mstep: Class 29 contains 12676 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28076 members 
Mstep: Class 35 contains 4858 members 
Mstep: Class 36 contains 51357 members 
Mstep: Class 37 contains 111117 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 430 members 
Mstep: Class 40 contains 8226 members 
Mstep: Class 41 contains 13550 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21231 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013584.000000 Penalty: 166335.640625
Iteration 295Q: 49 clusters Score -1.420136e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39815 members 
Mstep: Class 3 contains 32876 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 24396 members 
Mstep: Class 10 contains 162933 members 
Mstep: Class 11 contains 17820 members 
Mstep: Class 12 contains 65148 members 
Mstep: Class 13 contains 345738 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 2583 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38171 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 5032 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16389 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51636 members 
Mstep: Class 29 contains 12680 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28076 members 
Mstep: Class 35 contains 4858 members 
Mstep: Class 36 contains 51460 members 
Mstep: Class 37 contains 110991 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8225 members 
Mstep: Class 41 contains 13710 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21223 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013712.000000 Penalty: 166335.640625
Iteration 296Q: 49 clusters Score -1.420137e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39794 members 
Mstep: Class 3 contains 32897 members 
Mstep: Class 4 contains 5968 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 24355 members 
Mstep: Class 10 contains 162894 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 64639 members 
Mstep: Class 13 contains 346313 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 38154 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 5021 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51619 members 
Mstep: Class 29 contains 12680 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28074 members 
Mstep: Class 35 contains 4858 members 
Mstep: Class 36 contains 51582 members 
Mstep: Class 37 contains 110867 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8227 members 
Mstep: Class 41 contains 13840 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21204 members 
Mstep: Class 48 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013712.000000 Penalty: 166335.640625
Iteration 297Q: 49 clusters Score -1.420137e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39785 members 
Mstep: Class 3 contains 32914 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 24325 members 
Mstep: Class 10 contains 162869 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 64155 members 
Mstep: Class 13 contains 346868 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51595 members 
Mstep: Class 29 contains 12687 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 28074 members 
Mstep: Class 35 contains 4855 members 
Mstep: Class 36 contains 51697 members 
Mstep: Class 37 contains 110745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8230 members 
Mstep: Class 41 contains 13955 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21188 members 
Mstep: Class 48 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013840.000000 Penalty: 166335.640625
Iteration 298Q: 49 clusters Score -1.420138e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39779 members 
Mstep: Class 3 contains 32918 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 24287 members 
Mstep: Class 10 contains 162834 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 63718 members 
Mstep: Class 13 contains 347395 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 38105 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 5001 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 16388 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6232 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51585 members 
Mstep: Class 29 contains 12686 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28077 members 
Mstep: Class 35 contains 4852 members 
Mstep: Class 36 contains 51821 members 
Mstep: Class 37 contains 110629 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8232 members 
Mstep: Class 41 contains 14034 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21179 members 
Mstep: Class 48 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013824.000000 Penalty: 166335.640625
Iteration 299Q: 49 clusters Score -1.420138e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 39772 members 
Mstep: Class 3 contains 32930 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24267 members 
Mstep: Class 10 contains 162797 members 
Mstep: Class 11 contains 17656 members 
Mstep: Class 12 contains 63335 members 
Mstep: Class 13 contains 347868 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38081 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4992 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16382 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51567 members 
Mstep: Class 29 contains 12682 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28083 members 
Mstep: Class 35 contains 4849 members 
Mstep: Class 36 contains 51952 members 
Mstep: Class 37 contains 110525 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8233 members 
Mstep: Class 41 contains 14088 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2307 members 
Mstep: Class 47 contains 21161 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142014176.000000 Penalty: 166335.640625
Iteration 300F: 49 clusters Score -1.420142e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 39761 members 
Mstep: Class 3 contains 32942 members 
Mstep: Class 4 contains 5955 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12913 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 162776 members 
Mstep: Class 11 contains 17614 members 
Mstep: Class 12 contains 62981 members 
Mstep: Class 13 contains 348316 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11454 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38063 members 
Mstep: Class 20 contains 10220 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 4988 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16380 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6232 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51550 members 
Mstep: Class 29 contains 12673 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28086 members 
Mstep: Class 35 contains 4847 members 
Mstep: Class 36 contains 52055 members 
Mstep: Class 37 contains 110457 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8232 members 
Mstep: Class 41 contains 14104 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21151 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013968.000000 Penalty: 166335.640625
Iteration 301Q: 49 clusters Score -1.42014e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 39752 members 
Mstep: Class 3 contains 32945 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 24247 members 
Mstep: Class 10 contains 162772 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 62660 members 
Mstep: Class 13 contains 348705 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38049 members 
Mstep: Class 20 contains 10220 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 4984 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16380 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51542 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28084 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 52146 members 
Mstep: Class 37 contains 110382 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8232 members 
Mstep: Class 41 contains 14120 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21144 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013776.000000 Penalty: 166335.640625
Iteration 302Q: 49 clusters Score -1.420138e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 39738 members 
Mstep: Class 3 contains 32956 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12908 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 24252 members 
Mstep: Class 10 contains 162767 members 
Mstep: Class 11 contains 17551 members 
Mstep: Class 12 contains 62353 members 
Mstep: Class 13 contains 349068 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38043 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 4979 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16380 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51530 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28085 members 
Mstep: Class 35 contains 4841 members 
Mstep: Class 36 contains 52241 members 
Mstep: Class 37 contains 110296 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8233 members 
Mstep: Class 41 contains 14130 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21141 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013840.000000 Penalty: 166335.640625
Iteration 303Q: 49 clusters Score -1.420138e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39733 members 
Mstep: Class 3 contains 32961 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12908 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 24255 members 
Mstep: Class 10 contains 162775 members 
Mstep: Class 11 contains 17522 members 
Mstep: Class 12 contains 62042 members 
Mstep: Class 13 contains 349406 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11437 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38036 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51520 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28087 members 
Mstep: Class 35 contains 4836 members 
Mstep: Class 36 contains 52349 members 
Mstep: Class 37 contains 110202 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 14131 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21135 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013872.000000 Penalty: 166335.640625
Iteration 304Q: 49 clusters Score -1.420139e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39730 members 
Mstep: Class 3 contains 32971 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 24253 members 
Mstep: Class 10 contains 162785 members 
Mstep: Class 11 contains 17493 members 
Mstep: Class 12 contains 61752 members 
Mstep: Class 13 contains 349727 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38027 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4969 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51507 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28091 members 
Mstep: Class 35 contains 4832 members 
Mstep: Class 36 contains 52465 members 
Mstep: Class 37 contains 110121 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 14124 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21129 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013712.000000 Penalty: 166335.640625
Iteration 305Q: 49 clusters Score -1.420137e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 5949 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12904 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 24255 members 
Mstep: Class 10 contains 162784 members 
Mstep: Class 11 contains 17473 members 
Mstep: Class 12 contains 61495 members 
Mstep: Class 13 contains 350018 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11429 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38014 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51502 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28096 members 
Mstep: Class 35 contains 4826 members 
Mstep: Class 36 contains 52572 members 
Mstep: Class 37 contains 110034 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 14122 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21134 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013680.000000 Penalty: 166335.640625
Iteration 306Q: 49 clusters Score -1.420137e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 32964 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12902 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 162769 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 61272 members 
Mstep: Class 13 contains 350329 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38007 members 
Mstep: Class 20 contains 10222 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 4958 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6229 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51500 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28101 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 52645 members 
Mstep: Class 37 contains 109947 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 14120 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21138 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013680.000000 Penalty: 166335.640625
Iteration 307Q: 49 clusters Score -1.420137e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39725 members 
Mstep: Class 3 contains 32970 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 24242 members 
Mstep: Class 10 contains 162756 members 
Mstep: Class 11 contains 17427 members 
Mstep: Class 12 contains 61063 members 
Mstep: Class 13 contains 350680 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 38000 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51496 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28107 members 
Mstep: Class 35 contains 4814 members 
Mstep: Class 36 contains 52700 members 
Mstep: Class 37 contains 109809 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 14123 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5918 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21141 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013632.000000 Penalty: 166335.640625
Iteration 308Q: 49 clusters Score -1.420136e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 24237 members 
Mstep: Class 10 contains 162739 members 
Mstep: Class 11 contains 17407 members 
Mstep: Class 12 contains 60902 members 
Mstep: Class 13 contains 350974 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 37992 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6228 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51489 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28112 members 
Mstep: Class 35 contains 4808 members 
Mstep: Class 36 contains 52746 members 
Mstep: Class 37 contains 109709 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8231 members 
Mstep: Class 41 contains 14112 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21150 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013680.000000 Penalty: 166335.640625
Iteration 309Q: 49 clusters Score -1.420137e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12902 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 24234 members 
Mstep: Class 10 contains 162732 members 
Mstep: Class 11 contains 17402 members 
Mstep: Class 12 contains 60761 members 
Mstep: Class 13 contains 351196 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 37992 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 16371 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51482 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 4803 members 
Mstep: Class 36 contains 52806 members 
Mstep: Class 37 contains 109613 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8234 members 
Mstep: Class 41 contains 14104 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21147 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013648.000000 Penalty: 166335.640625
Iteration 310Q: 49 clusters Score -1.420136e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 24226 members 
Mstep: Class 10 contains 162736 members 
Mstep: Class 11 contains 17400 members 
Mstep: Class 12 contains 60637 members 
Mstep: Class 13 contains 351402 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11400 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 37988 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6223 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51471 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28118 members 
Mstep: Class 35 contains 4798 members 
Mstep: Class 36 contains 52855 members 
Mstep: Class 37 contains 109522 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 14100 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21141 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013632.000000 Penalty: 166335.640625
Iteration 311Q: 49 clusters Score -1.420136e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39725 members 
Mstep: Class 3 contains 32973 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 24231 members 
Mstep: Class 10 contains 162733 members 
Mstep: Class 11 contains 17392 members 
Mstep: Class 12 contains 60503 members 
Mstep: Class 13 contains 351603 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11389 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 37983 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6224 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51469 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28121 members 
Mstep: Class 35 contains 4788 members 
Mstep: Class 36 contains 52904 members 
Mstep: Class 37 contains 109429 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 14093 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21144 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013488.000000 Penalty: 166335.640625
Iteration 312Q: 49 clusters Score -1.420135e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39727 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12905 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 24231 members 
Mstep: Class 10 contains 162721 members 
Mstep: Class 11 contains 17395 members 
Mstep: Class 12 contains 60389 members 
Mstep: Class 13 contains 351790 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37977 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4948 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6223 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51459 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28120 members 
Mstep: Class 35 contains 4785 members 
Mstep: Class 36 contains 52952 members 
Mstep: Class 37 contains 109338 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 14087 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21147 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013520.000000 Penalty: 166335.640625
Iteration 313Q: 49 clusters Score -1.420135e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 32988 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12910 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 24225 members 
Mstep: Class 10 contains 162709 members 
Mstep: Class 11 contains 17392 members 
Mstep: Class 12 contains 60255 members 
Mstep: Class 13 contains 351982 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11370 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37972 members 
Mstep: Class 20 contains 10226 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6221 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51456 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28123 members 
Mstep: Class 35 contains 4786 members 
Mstep: Class 36 contains 53004 members 
Mstep: Class 37 contains 109258 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8236 members 
Mstep: Class 41 contains 14085 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21148 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013600.000000 Penalty: 166335.640625
Iteration 314Q: 49 clusters Score -1.420136e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 32990 members 
Mstep: Class 4 contains 5933 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12911 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 24217 members 
Mstep: Class 10 contains 162719 members 
Mstep: Class 11 contains 17385 members 
Mstep: Class 12 contains 60120 members 
Mstep: Class 13 contains 352169 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37968 members 
Mstep: Class 20 contains 10227 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 4950 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51459 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28123 members 
Mstep: Class 35 contains 4784 members 
Mstep: Class 36 contains 53041 members 
Mstep: Class 37 contains 109191 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8235 members 
Mstep: Class 41 contains 14087 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21149 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013456.000000 Penalty: 166335.640625
Iteration 315Q: 49 clusters Score -1.420135e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12914 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162714 members 
Mstep: Class 11 contains 17374 members 
Mstep: Class 12 contains 60006 members 
Mstep: Class 13 contains 352345 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11345 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37965 members 
Mstep: Class 20 contains 10227 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51458 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4780 members 
Mstep: Class 36 contains 53087 members 
Mstep: Class 37 contains 109129 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8234 members 
Mstep: Class 41 contains 14085 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21155 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013488.000000 Penalty: 166335.640625
Iteration 316Q: 49 clusters Score -1.420135e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 32970 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 24202 members 
Mstep: Class 10 contains 162706 members 
Mstep: Class 11 contains 17369 members 
Mstep: Class 12 contains 59894 members 
Mstep: Class 13 contains 352500 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37964 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51461 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 53122 members 
Mstep: Class 37 contains 109079 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8233 members 
Mstep: Class 41 contains 14088 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21160 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013408.000000 Penalty: 166335.640625
Iteration 317Q: 49 clusters Score -1.420134e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 24196 members 
Mstep: Class 10 contains 162692 members 
Mstep: Class 11 contains 17365 members 
Mstep: Class 12 contains 59809 members 
Mstep: Class 13 contains 352640 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11321 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37963 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1686 members 
Mstep: Class 28 contains 51463 members 
Mstep: Class 29 contains 12666 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 53165 members 
Mstep: Class 37 contains 109025 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 14085 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21161 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013104.000000 Penalty: 166335.640625
Iteration 318Q: 49 clusters Score -1.420131e+08 nChanged 330
Entering ConstructFrom: 
Score: -142013104.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Entering Unmasked Estep 
Score: -889269.937500 Penalty: 2206.319824
	Iteration 0F: 2 clusters Score -889269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -883284.437500 Penalty: 4412.639648
	Iteration 0F: 3 clusters Score -883284.4 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -884928.875000 Penalty: 4412.639648
	Iteration 1F: 3 clusters Score -884928.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -885309.375000 Penalty: 4412.639648
	Iteration 2F: 3 clusters Score -885309.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -885637.937500 Penalty: 4412.639648
	Iteration 3F: 3 clusters Score -885637.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -885955.875000 Penalty: 4412.639648
	Iteration 4F: 3 clusters Score -885955.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -886323.000000 Penalty: 4412.639648
	Iteration 5F: 3 clusters Score -886323 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -886616.375000 Penalty: 4412.639648
	Iteration 6F: 3 clusters Score -886616.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -886832.937500 Penalty: 4412.639648
	Iteration 7Q: 3 clusters Score -886832.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -886992.562500 Penalty: 4412.639648
	Iteration 8Q: 3 clusters Score -886992.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -887136.562500 Penalty: 4412.639648
	Iteration 9Q: 3 clusters Score -887136.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -887299.375000 Penalty: 4412.639648
	Iteration 10Q: 3 clusters Score -887299.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -887454.937500 Penalty: 4412.639648
	Iteration 11Q: 3 clusters Score -887454.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -887586.562500 Penalty: 4412.639648
	Iteration 12Q: 3 clusters Score -887586.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -887717.250000 Penalty: 4412.639648
	Iteration 13Q: 3 clusters Score -887717.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -887836.687500 Penalty: 4412.639648
	Iteration 14Q: 3 clusters Score -887836.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -887919.875000 Penalty: 4412.639648
	Iteration 15Q: 3 clusters Score -887919.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -888015.250000 Penalty: 4412.639648
	Iteration 16Q: 3 clusters Score -888015.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -888102.062500 Penalty: 4412.639648
	Iteration 17Q: 3 clusters Score -888102.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -888196.875000 Penalty: 4412.639648
	Iteration 18Q: 3 clusters Score -888196.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -888293.250000 Penalty: 4412.639648
	Iteration 19Q: 3 clusters Score -888293.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -888384.250000 Penalty: 4412.639648
	Iteration 20F: 3 clusters Score -888384.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -888495.062500 Penalty: 4412.639648
	Iteration 21Q: 3 clusters Score -888495.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -888578.750000 Penalty: 4412.639648
	Iteration 22Q: 3 clusters Score -888578.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -888637.000000 Penalty: 4412.639648
	Iteration 23Q: 3 clusters Score -888637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -888675.187500 Penalty: 4412.639648
	Iteration 24Q: 3 clusters Score -888675.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -888700.187500 Penalty: 4412.639648
	Iteration 25Q: 3 clusters Score -888700.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -888729.687500 Penalty: 4412.639648
	Iteration 26Q: 3 clusters Score -888729.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -888742.500000 Penalty: 4412.639648
	Iteration 27Q: 3 clusters Score -888742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -888747.125000 Penalty: 4412.639648
	Iteration 28Q: 3 clusters Score -888747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -888753.312500 Penalty: 4412.639648
	Iteration 29Q: 3 clusters Score -888753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -888755.125000 Penalty: 4412.639648
	Iteration 30Q: 3 clusters Score -888755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -888755.437500 Penalty: 4412.639648
	Iteration 31Q: 3 clusters Score -888755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -888757.562500 Penalty: 4412.639648
	Iteration 32Q: 3 clusters Score -888757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -888758.312500 Penalty: 4412.639648
	Iteration 33Q: 3 clusters Score -888758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -888760.875000 Penalty: 4412.639648
	Iteration 34Q: 3 clusters Score -888760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -888761.437500 Penalty: 4412.639648
	Iteration 35Q: 3 clusters Score -888761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -888761.437500 Penalty: 4412.639648
	Iteration 36F: 3 clusters Score -888761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Entering Unmasked Estep 
Score: -4931956.500000 Penalty: 2626.241943
	Iteration 0F: 2 clusters Score -4931956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4905157.500000 Penalty: 5252.483887
	Iteration 0F: 3 clusters Score -4905158 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4915207.500000 Penalty: 5252.483887
	Iteration 1F: 3 clusters Score -4915208 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4916153.000000 Penalty: 5252.483887
	Iteration 2F: 3 clusters Score -4916153 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4917609.500000 Penalty: 5252.483887
	Iteration 3F: 3 clusters Score -4917610 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4919637.000000 Penalty: 5252.483887
	Iteration 4F: 3 clusters Score -4919637 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4921917.000000 Penalty: 5252.483887
	Iteration 5F: 3 clusters Score -4921917 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4923955.000000 Penalty: 5252.483887
	Iteration 6F: 3 clusters Score -4923955 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4925491.500000 Penalty: 5252.483887
	Iteration 7F: 3 clusters Score -4925492 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4926571.000000 Penalty: 5252.483887
	Iteration 8Q: 3 clusters Score -4926571 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4927363.000000 Penalty: 5252.483887
	Iteration 9Q: 3 clusters Score -4927363 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4928014.000000 Penalty: 5252.483887
	Iteration 10Q: 3 clusters Score -4928014 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4928504.500000 Penalty: 5252.483887
	Iteration 11Q: 3 clusters Score -4928504 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4928852.500000 Penalty: 5252.483887
	Iteration 12Q: 3 clusters Score -4928852 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4929094.000000 Penalty: 5252.483887
	Iteration 13Q: 3 clusters Score -4929094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4929253.000000 Penalty: 5252.483887
	Iteration 14Q: 3 clusters Score -4929253 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4929380.500000 Penalty: 5252.483887
	Iteration 15Q: 3 clusters Score -4929380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4929476.500000 Penalty: 5252.483887
	Iteration 16Q: 3 clusters Score -4929476 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4929543.000000 Penalty: 5252.483887
	Iteration 17Q: 3 clusters Score -4929543 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4929594.000000 Penalty: 5252.483887
	Iteration 18Q: 3 clusters Score -4929594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4929615.500000 Penalty: 5252.483887
	Iteration 19Q: 3 clusters Score -4929616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4929650.000000 Penalty: 5252.483887
	Iteration 20F: 3 clusters Score -4929650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4929684.500000 Penalty: 5252.483887
	Iteration 21Q: 3 clusters Score -4929684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4929723.000000 Penalty: 5252.483887
	Iteration 22Q: 3 clusters Score -4929723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4929737.000000 Penalty: 5252.483887
	Iteration 23Q: 3 clusters Score -4929737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4929752.500000 Penalty: 5252.483887
	Iteration 24Q: 3 clusters Score -4929752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4929775.000000 Penalty: 5252.483887
	Iteration 25Q: 3 clusters Score -4929775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4929793.500000 Penalty: 5252.483887
	Iteration 26Q: 3 clusters Score -4929794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4929804.000000 Penalty: 5252.483887
	Iteration 27Q: 3 clusters Score -4929804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4929805.000000 Penalty: 5252.483887
	Iteration 28Q: 3 clusters Score -4929805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4929814.500000 Penalty: 5252.483887
	Iteration 29Q: 3 clusters Score -4929814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4929830.500000 Penalty: 5252.483887
	Iteration 30Q: 3 clusters Score -4929830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4929833.500000 Penalty: 5252.483887
	Iteration 31Q: 3 clusters Score -4929834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4929838.000000 Penalty: 5252.483887
	Iteration 32Q: 3 clusters Score -4929838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4929844.500000 Penalty: 5252.483887
	Iteration 33Q: 3 clusters Score -4929844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4929848.000000 Penalty: 5252.483887
	Iteration 34Q: 3 clusters Score -4929848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4929860.000000 Penalty: 5252.483887
	Iteration 35Q: 3 clusters Score -4929860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4929867.000000 Penalty: 5252.483887
	Iteration 36Q: 3 clusters Score -4929867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4929873.000000 Penalty: 5252.483887
	Iteration 37Q: 3 clusters Score -4929873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4929882.500000 Penalty: 5252.483887
	Iteration 38Q: 3 clusters Score -4929882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4929880.500000 Penalty: 5252.483887
	Iteration 39Q: 3 clusters Score -4929880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4929884.000000 Penalty: 5252.483887
	Iteration 40F: 3 clusters Score -4929884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4929887.500000 Penalty: 5252.483887
	Iteration 41Q: 3 clusters Score -4929888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4929886.000000 Penalty: 5252.483887
	Iteration 42Q: 3 clusters Score -4929886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4929886.500000 Penalty: 5252.483887
	Iteration 43Q: 3 clusters Score -4929886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4929880.000000 Penalty: 5252.483887
	Iteration 44Q: 3 clusters Score -4929880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4929885.000000 Penalty: 5252.483887
	Iteration 45Q: 3 clusters Score -4929885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4929890.500000 Penalty: 5252.483887
	Iteration 46Q: 3 clusters Score -4929890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4929892.000000 Penalty: 5252.483887
	Iteration 47Q: 3 clusters Score -4929892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4929892.000000 Penalty: 5252.483887
	Iteration 48F: 3 clusters Score -4929892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Entering Unmasked Estep 
Score: -3857624.000000 Penalty: 2580.024170
	Iteration 0F: 2 clusters Score -3857624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3834936.250000 Penalty: 5160.048340
	Iteration 0F: 3 clusters Score -3834936 nChanged 14940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3843340.250000 Penalty: 5160.048340
	Iteration 1F: 3 clusters Score -3843340 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3844058.500000 Penalty: 5160.048340
	Iteration 2F: 3 clusters Score -3844058 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3844788.500000 Penalty: 5160.048340
	Iteration 3F: 3 clusters Score -3844788 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3845629.750000 Penalty: 5160.048340
	Iteration 4F: 3 clusters Score -3845630 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3846614.000000 Penalty: 5160.048340
	Iteration 5F: 3 clusters Score -3846614 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3847629.000000 Penalty: 5160.048340
	Iteration 6F: 3 clusters Score -3847629 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3848664.000000 Penalty: 5160.048340
	Iteration 7F: 3 clusters Score -3848664 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3849722.250000 Penalty: 5160.048340
	Iteration 8F: 3 clusters Score -3849722 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3850722.500000 Penalty: 5160.048340
	Iteration 9Q: 3 clusters Score -3850722 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3851679.750000 Penalty: 5160.048340
	Iteration 10Q: 3 clusters Score -3851680 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3852323.500000 Penalty: 5160.048340
	Iteration 11Q: 3 clusters Score -3852324 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3852778.000000 Penalty: 5160.048340
	Iteration 12Q: 3 clusters Score -3852778 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3853101.500000 Penalty: 5160.048340
	Iteration 13Q: 3 clusters Score -3853102 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3853339.000000 Penalty: 5160.048340
	Iteration 14Q: 3 clusters Score -3853339 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3853543.250000 Penalty: 5160.048340
	Iteration 15Q: 3 clusters Score -3853543 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3853702.250000 Penalty: 5160.048340
	Iteration 16Q: 3 clusters Score -3853702 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3853875.500000 Penalty: 5160.048340
	Iteration 17Q: 3 clusters Score -3853876 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3853987.500000 Penalty: 5160.048340
	Iteration 18Q: 3 clusters Score -3853988 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3854066.750000 Penalty: 5160.048340
	Iteration 19Q: 3 clusters Score -3854067 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3854149.250000 Penalty: 5160.048340
	Iteration 20F: 3 clusters Score -3854149 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3854215.750000 Penalty: 5160.048340
	Iteration 21Q: 3 clusters Score -3854216 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3854269.000000 Penalty: 5160.048340
	Iteration 22Q: 3 clusters Score -3854269 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3854332.750000 Penalty: 5160.048340
	Iteration 23Q: 3 clusters Score -3854333 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3854386.000000 Penalty: 5160.048340
	Iteration 24Q: 3 clusters Score -3854386 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3854421.750000 Penalty: 5160.048340
	Iteration 25Q: 3 clusters Score -3854422 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3854479.750000 Penalty: 5160.048340
	Iteration 26Q: 3 clusters Score -3854480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3854526.250000 Penalty: 5160.048340
	Iteration 27Q: 3 clusters Score -3854526 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3854577.750000 Penalty: 5160.048340
	Iteration 28Q: 3 clusters Score -3854578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3854628.250000 Penalty: 5160.048340
	Iteration 29Q: 3 clusters Score -3854628 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3854687.000000 Penalty: 5160.048340
	Iteration 30Q: 3 clusters Score -3854687 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3854740.500000 Penalty: 5160.048340
	Iteration 31Q: 3 clusters Score -3854740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3854792.250000 Penalty: 5160.048340
	Iteration 32Q: 3 clusters Score -3854792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3854818.250000 Penalty: 5160.048340
	Iteration 33Q: 3 clusters Score -3854818 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3854860.500000 Penalty: 5160.048340
	Iteration 34Q: 3 clusters Score -3854860 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3854893.500000 Penalty: 5160.048340
	Iteration 35Q: 3 clusters Score -3854894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3854929.000000 Penalty: 5160.048340
	Iteration 36Q: 3 clusters Score -3854929 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3854971.500000 Penalty: 5160.048340
	Iteration 37Q: 3 clusters Score -3854972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3855004.500000 Penalty: 5160.048340
	Iteration 38Q: 3 clusters Score -3855004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3855018.750000 Penalty: 5160.048340
	Iteration 39Q: 3 clusters Score -3855019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3855044.250000 Penalty: 5160.048340
	Iteration 40F: 3 clusters Score -3855044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3855076.000000 Penalty: 5160.048340
	Iteration 41Q: 3 clusters Score -3855076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3855107.750000 Penalty: 5160.048340
	Iteration 42Q: 3 clusters Score -3855108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3855155.500000 Penalty: 5160.048340
	Iteration 43Q: 3 clusters Score -3855156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3855211.250000 Penalty: 5160.048340
	Iteration 44Q: 3 clusters Score -3855211 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3855262.250000 Penalty: 5160.048340
	Iteration 45Q: 3 clusters Score -3855262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3855309.250000 Penalty: 5160.048340
	Iteration 46Q: 3 clusters Score -3855309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3855364.250000 Penalty: 5160.048340
	Iteration 47Q: 3 clusters Score -3855364 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3855461.750000 Penalty: 5160.048340
	Iteration 48Q: 3 clusters Score -3855462 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3855573.250000 Penalty: 5160.048340
	Iteration 49Q: 3 clusters Score -3855573 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3855713.750000 Penalty: 5160.048340
	Iteration 50Q: 3 clusters Score -3855714 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3855836.000000 Penalty: 5160.048340
	Iteration 51Q: 3 clusters Score -3855836 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3855941.500000 Penalty: 5160.048340
	Iteration 52Q: 3 clusters Score -3855942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3855985.500000 Penalty: 5160.048340
	Iteration 53Q: 3 clusters Score -3855986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3856021.500000 Penalty: 5160.048340
	Iteration 54Q: 3 clusters Score -3856022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3856038.250000 Penalty: 5160.048340
	Iteration 55Q: 3 clusters Score -3856038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3856041.250000 Penalty: 5160.048340
	Iteration 56Q: 3 clusters Score -3856041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3856049.500000 Penalty: 5160.048340
	Iteration 57Q: 3 clusters Score -3856050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3856049.500000 Penalty: 5160.048340
	Iteration 58Q: 3 clusters Score -3856050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3856060.250000 Penalty: 5160.048340
	Iteration 59Q: 3 clusters Score -3856060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3856058.000000 Penalty: 5160.048340
	Iteration 60F: 3 clusters Score -3856058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3856059.750000 Penalty: 5160.048340
	Iteration 61Q: 3 clusters Score -3856060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3856058.250000 Penalty: 5160.048340
	Iteration 62Q: 3 clusters Score -3856058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3856063.000000 Penalty: 5160.048340
	Iteration 63Q: 3 clusters Score -3856063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3856066.000000 Penalty: 5160.048340
	Iteration 64Q: 3 clusters Score -3856066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3856061.000000 Penalty: 5160.048340
	Iteration 65Q: 3 clusters Score -3856061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3856060.250000 Penalty: 5160.048340
	Iteration 66Q: 3 clusters Score -3856060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -3856064.750000 Penalty: 5160.048340
	Iteration 67Q: 3 clusters Score -3856065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3856062.500000 Penalty: 5160.048340
	Iteration 68Q: 3 clusters Score -3856062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3856067.250000 Penalty: 5160.048340
	Iteration 69Q: 3 clusters Score -3856067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3856070.000000 Penalty: 5160.048340
	Iteration 70Q: 3 clusters Score -3856070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3856068.500000 Penalty: 5160.048340
	Iteration 71Q: 3 clusters Score -3856068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3856069.500000 Penalty: 5160.048340
	Iteration 72Q: 3 clusters Score -3856070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3856066.500000 Penalty: 5160.048340
	Iteration 73Q: 3 clusters Score -3856066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3856068.500000 Penalty: 5160.048340
	Iteration 74Q: 3 clusters Score -3856068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3856069.500000 Penalty: 5160.048340
	Iteration 75Q: 3 clusters Score -3856070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3856066.750000 Penalty: 5160.048340
	Iteration 76Q: 3 clusters Score -3856067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3856070.000000 Penalty: 5160.048340
	Iteration 77Q: 3 clusters Score -3856070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3856076.750000 Penalty: 5160.048340
	Iteration 78Q: 3 clusters Score -3856077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3856077.000000 Penalty: 5160.048340
	Iteration 79Q: 3 clusters Score -3856077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3856088.250000 Penalty: 5160.048340
	Iteration 80F: 3 clusters Score -3856088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3856084.250000 Penalty: 5160.048340
	Iteration 81Q: 3 clusters Score -3856084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3856084.750000 Penalty: 5160.048340
	Iteration 82Q: 3 clusters Score -3856085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3856079.250000 Penalty: 5160.048340
	Iteration 83Q: 3 clusters Score -3856079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3856088.250000 Penalty: 5160.048340
	Iteration 84Q: 3 clusters Score -3856088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3856082.000000 Penalty: 5160.048340
	Iteration 85Q: 3 clusters Score -3856082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3856078.750000 Penalty: 5160.048340
	Iteration 86Q: 3 clusters Score -3856079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3856084.500000 Penalty: 5160.048340
	Iteration 87Q: 3 clusters Score -3856084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3856077.000000 Penalty: 5160.048340
	Iteration 88Q: 3 clusters Score -3856077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3856077.500000 Penalty: 5160.048340
	Iteration 89Q: 3 clusters Score -3856078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3856079.250000 Penalty: 5160.048340
	Iteration 90Q: 3 clusters Score -3856079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3856079.250000 Penalty: 5160.048340
	Iteration 91F: 3 clusters Score -3856079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -678876.125000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -678876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -673767.250000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -673767.2 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -675062.000000 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -675062 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -675317.437500 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -675317.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -675534.750000 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -675534.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -675746.500000 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -675746.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -676034.625000 Penalty: 4308.469238
	Iteration 5F: 3 clusters Score -676034.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -676360.937500 Penalty: 4308.469238
	Iteration 6F: 3 clusters Score -676360.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -676727.750000 Penalty: 4308.469238
	Iteration 7F: 3 clusters Score -676727.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -676978.125000 Penalty: 4308.469238
	Iteration 8F: 3 clusters Score -676978.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -677160.812500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -677160.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -677283.687500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -677283.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -677368.500000 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -677368.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -677433.687500 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -677433.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -677473.375000 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -677473.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -677510.437500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -677510.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -677529.437500 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -677529.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -677543.562500 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -677543.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -677549.312500 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -677549.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -677557.562500 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -677557.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -677564.312500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -677564.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -677569.562500 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -677569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -677577.000000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -677577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -677581.125000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -677581.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -677584.437500 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -677584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -677587.125000 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -677587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -677590.875000 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -677590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -677593.437500 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -677593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -677600.312500 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -677600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -677603.750000 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -677603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -677612.875000 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -677612.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -677613.750000 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -677613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -677617.062500 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -677617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -677622.250000 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -677622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -677624.750000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -677624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -677629.062500 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -677629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -677632.375000 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -677632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -677635.375000 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -677635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -677636.187500 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -677636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -677638.000000 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -677638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -677638.375000 Penalty: 4308.469238
	Iteration 39Q: 3 clusters Score -677638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -677640.312500 Penalty: 4308.469238
	Iteration 40F: 3 clusters Score -677640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -677639.625000 Penalty: 4308.469238
	Iteration 41Q: 3 clusters Score -677639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -677642.062500 Penalty: 4308.469238
	Iteration 42Q: 3 clusters Score -677642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -677641.625000 Penalty: 4308.469238
	Iteration 43Q: 3 clusters Score -677641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -677643.250000 Penalty: 4308.469238
	Iteration 44Q: 3 clusters Score -677643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -677644.812500 Penalty: 4308.469238
	Iteration 45Q: 3 clusters Score -677644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -677648.875000 Penalty: 4308.469238
	Iteration 46Q: 3 clusters Score -677648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -677655.375000 Penalty: 4308.469238
	Iteration 47Q: 3 clusters Score -677655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -677661.500000 Penalty: 4308.469238
	Iteration 48Q: 3 clusters Score -677661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -677666.187500 Penalty: 4308.469238
	Iteration 49Q: 3 clusters Score -677666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -677670.250000 Penalty: 4308.469238
	Iteration 50Q: 3 clusters Score -677670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -677677.750000 Penalty: 4308.469238
	Iteration 51Q: 3 clusters Score -677677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -677682.687500 Penalty: 4308.469238
	Iteration 52Q: 3 clusters Score -677682.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -677684.000000 Penalty: 4308.469238
	Iteration 53Q: 3 clusters Score -677684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -677689.000000 Penalty: 4308.469238
	Iteration 54Q: 3 clusters Score -677689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -677692.375000 Penalty: 4308.469238
	Iteration 55Q: 3 clusters Score -677692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -677696.312500 Penalty: 4308.469238
	Iteration 56Q: 3 clusters Score -677696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -677698.000000 Penalty: 4308.469238
	Iteration 57Q: 3 clusters Score -677698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -677698.437500 Penalty: 4308.469238
	Iteration 58Q: 3 clusters Score -677698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -677699.687500 Penalty: 4308.469238
	Iteration 59Q: 3 clusters Score -677699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -677703.125000 Penalty: 4308.469238
	Iteration 60F: 3 clusters Score -677703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -677710.125000 Penalty: 4308.469238
	Iteration 61Q: 3 clusters Score -677710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -677713.187500 Penalty: 4308.469238
	Iteration 62Q: 3 clusters Score -677713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -677718.437500 Penalty: 4308.469238
	Iteration 63Q: 3 clusters Score -677718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -677718.562500 Penalty: 4308.469238
	Iteration 64Q: 3 clusters Score -677718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -677719.125000 Penalty: 4308.469238
	Iteration 65Q: 3 clusters Score -677719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -677719.375000 Penalty: 4308.469238
	Iteration 66Q: 3 clusters Score -677719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -677720.437500 Penalty: 4308.469238
	Iteration 67Q: 3 clusters Score -677720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -677721.812500 Penalty: 4308.469238
	Iteration 68Q: 3 clusters Score -677721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -677722.125000 Penalty: 4308.469238
	Iteration 69Q: 3 clusters Score -677722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -677723.937500 Penalty: 4308.469238
	Iteration 70Q: 3 clusters Score -677723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -677724.687500 Penalty: 4308.469238
	Iteration 71Q: 3 clusters Score -677724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -677724.250000 Penalty: 4308.469238
	Iteration 72Q: 3 clusters Score -677724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -677724.062500 Penalty: 4308.469238
	Iteration 73Q: 3 clusters Score -677724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -677724.250000 Penalty: 4308.469238
	Iteration 74Q: 3 clusters Score -677724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -677724.250000 Penalty: 4308.469238
	Iteration 75F: 3 clusters Score -677724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66646.226562 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66646.23 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67255.851562 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67255.85 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67776.578125 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67776.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68048.164062 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -68048.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68258.742188 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -68258.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68405.062500 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -68405.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68491.203125 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -68491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68523.968750 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -68523.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68538.367188 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -68538.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68548.867188 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -68548.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68556.093750 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -68556.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68568.062500 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -68568.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68593.937500 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -68593.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68618.781250 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -68618.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68670.226562 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -68670.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68721.132812 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -68721.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68760.453125 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -68760.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68761.656250 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -68761.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68761.656250 Penalty: 3237.867188
	Iteration 18F: 3 clusters Score -68761.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 231 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24188 members 
Mstep: Class 10 contains 162679 members 
Mstep: Class 11 contains 17361 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 352765 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11317 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37964 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51461 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28127 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 53202 members 
Mstep: Class 37 contains 108981 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8238 members 
Mstep: Class 41 contains 14082 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21166 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 453 members 
Entering Unmasked Estep 
Score: -142012080.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142013104.000000 to -142012080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Entering Unmasked Estep 
Score: -1487880.375000 Penalty: 2347.718994
	Iteration 0F: 2 clusters Score -1487880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1478361.375000 Penalty: 4695.437988
	Iteration 0F: 3 clusters Score -1478361 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1481357.500000 Penalty: 4695.437988
	Iteration 1F: 3 clusters Score -1481358 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1481840.875000 Penalty: 4695.437988
	Iteration 2F: 3 clusters Score -1481841 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1482352.500000 Penalty: 4695.437988
	Iteration 3F: 3 clusters Score -1482352 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1482903.250000 Penalty: 4695.437988
	Iteration 4F: 3 clusters Score -1482903 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1483539.750000 Penalty: 4695.437988
	Iteration 5F: 3 clusters Score -1483540 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1484199.250000 Penalty: 4695.437988
	Iteration 6F: 3 clusters Score -1484199 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1484751.500000 Penalty: 4695.437988
	Iteration 7F: 3 clusters Score -1484752 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1485187.875000 Penalty: 4695.437988
	Iteration 8F: 3 clusters Score -1485188 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1485488.125000 Penalty: 4695.437988
	Iteration 9Q: 3 clusters Score -1485488 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1485673.375000 Penalty: 4695.437988
	Iteration 10Q: 3 clusters Score -1485673 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1485789.875000 Penalty: 4695.437988
	Iteration 11Q: 3 clusters Score -1485790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1485859.000000 Penalty: 4695.437988
	Iteration 12Q: 3 clusters Score -1485859 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1485917.125000 Penalty: 4695.437988
	Iteration 13Q: 3 clusters Score -1485917 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1485971.750000 Penalty: 4695.437988
	Iteration 14Q: 3 clusters Score -1485972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1486017.875000 Penalty: 4695.437988
	Iteration 15Q: 3 clusters Score -1486018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1486048.125000 Penalty: 4695.437988
	Iteration 16Q: 3 clusters Score -1486048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1486077.375000 Penalty: 4695.437988
	Iteration 17Q: 3 clusters Score -1486077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1486096.250000 Penalty: 4695.437988
	Iteration 18Q: 3 clusters Score -1486096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1486111.000000 Penalty: 4695.437988
	Iteration 19Q: 3 clusters Score -1486111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1486139.250000 Penalty: 4695.437988
	Iteration 20F: 3 clusters Score -1486139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1486166.625000 Penalty: 4695.437988
	Iteration 21Q: 3 clusters Score -1486167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1486178.875000 Penalty: 4695.437988
	Iteration 22Q: 3 clusters Score -1486179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1486196.875000 Penalty: 4695.437988
	Iteration 23Q: 3 clusters Score -1486197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1486210.000000 Penalty: 4695.437988
	Iteration 24Q: 3 clusters Score -1486210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1486223.750000 Penalty: 4695.437988
	Iteration 25Q: 3 clusters Score -1486224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1486239.750000 Penalty: 4695.437988
	Iteration 26Q: 3 clusters Score -1486240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1486263.125000 Penalty: 4695.437988
	Iteration 27Q: 3 clusters Score -1486263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1486287.250000 Penalty: 4695.437988
	Iteration 28Q: 3 clusters Score -1486287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1486310.000000 Penalty: 4695.437988
	Iteration 29Q: 3 clusters Score -1486310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1486333.500000 Penalty: 4695.437988
	Iteration 30Q: 3 clusters Score -1486334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1486362.375000 Penalty: 4695.437988
	Iteration 31Q: 3 clusters Score -1486362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1486389.250000 Penalty: 4695.437988
	Iteration 32Q: 3 clusters Score -1486389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1486405.125000 Penalty: 4695.437988
	Iteration 33Q: 3 clusters Score -1486405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1486421.625000 Penalty: 4695.437988
	Iteration 34Q: 3 clusters Score -1486422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1486445.250000 Penalty: 4695.437988
	Iteration 35Q: 3 clusters Score -1486445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1486466.750000 Penalty: 4695.437988
	Iteration 36Q: 3 clusters Score -1486467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1486481.500000 Penalty: 4695.437988
	Iteration 37Q: 3 clusters Score -1486482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1486501.750000 Penalty: 4695.437988
	Iteration 38Q: 3 clusters Score -1486502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1486517.500000 Penalty: 4695.437988
	Iteration 39Q: 3 clusters Score -1486518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1486537.000000 Penalty: 4695.437988
	Iteration 40F: 3 clusters Score -1486537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1486557.500000 Penalty: 4695.437988
	Iteration 41Q: 3 clusters Score -1486558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1486568.500000 Penalty: 4695.437988
	Iteration 42Q: 3 clusters Score -1486568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1486585.750000 Penalty: 4695.437988
	Iteration 43Q: 3 clusters Score -1486586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1486593.500000 Penalty: 4695.437988
	Iteration 44Q: 3 clusters Score -1486594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1486596.875000 Penalty: 4695.437988
	Iteration 45Q: 3 clusters Score -1486597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1486603.500000 Penalty: 4695.437988
	Iteration 46Q: 3 clusters Score -1486604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1486606.125000 Penalty: 4695.437988
	Iteration 47Q: 3 clusters Score -1486606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1486607.250000 Penalty: 4695.437988
	Iteration 48Q: 3 clusters Score -1486607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1486609.000000 Penalty: 4695.437988
	Iteration 49Q: 3 clusters Score -1486609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1486613.750000 Penalty: 4695.437988
	Iteration 50Q: 3 clusters Score -1486614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1486617.750000 Penalty: 4695.437988
	Iteration 51Q: 3 clusters Score -1486618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1486618.125000 Penalty: 4695.437988
	Iteration 52Q: 3 clusters Score -1486618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1486621.375000 Penalty: 4695.437988
	Iteration 53Q: 3 clusters Score -1486621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1486618.625000 Penalty: 4695.437988
	Iteration 54Q: 3 clusters Score -1486619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1486617.375000 Penalty: 4695.437988
	Iteration 55Q: 3 clusters Score -1486617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1486623.125000 Penalty: 4695.437988
	Iteration 56Q: 3 clusters Score -1486623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1486629.000000 Penalty: 4695.437988
	Iteration 57Q: 3 clusters Score -1486629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1486634.375000 Penalty: 4695.437988
	Iteration 58Q: 3 clusters Score -1486634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1486635.375000 Penalty: 4695.437988
	Iteration 59Q: 3 clusters Score -1486635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1486643.375000 Penalty: 4695.437988
	Iteration 60F: 3 clusters Score -1486643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1486642.875000 Penalty: 4695.437988
	Iteration 61Q: 3 clusters Score -1486643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1486648.875000 Penalty: 4695.437988
	Iteration 62Q: 3 clusters Score -1486649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1486649.750000 Penalty: 4695.437988
	Iteration 63Q: 3 clusters Score -1486650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1486648.500000 Penalty: 4695.437988
	Iteration 64Q: 3 clusters Score -1486648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1486651.625000 Penalty: 4695.437988
	Iteration 65Q: 3 clusters Score -1486652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1486655.500000 Penalty: 4695.437988
	Iteration 66Q: 3 clusters Score -1486656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1486657.375000 Penalty: 4695.437988
	Iteration 67Q: 3 clusters Score -1486657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1486666.250000 Penalty: 4695.437988
	Iteration 68Q: 3 clusters Score -1486666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1486672.250000 Penalty: 4695.437988
	Iteration 69Q: 3 clusters Score -1486672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1486681.125000 Penalty: 4695.437988
	Iteration 70Q: 3 clusters Score -1486681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1486681.750000 Penalty: 4695.437988
	Iteration 71Q: 3 clusters Score -1486682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1486682.250000 Penalty: 4695.437988
	Iteration 72Q: 3 clusters Score -1486682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1486687.750000 Penalty: 4695.437988
	Iteration 73Q: 3 clusters Score -1486688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1486689.500000 Penalty: 4695.437988
	Iteration 74Q: 3 clusters Score -1486690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1486690.000000 Penalty: 4695.437988
	Iteration 75Q: 3 clusters Score -1486690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1486687.750000 Penalty: 4695.437988
	Iteration 76Q: 3 clusters Score -1486688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1486691.875000 Penalty: 4695.437988
	Iteration 77Q: 3 clusters Score -1486692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1486690.500000 Penalty: 4695.437988
	Iteration 78Q: 3 clusters Score -1486690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1486692.625000 Penalty: 4695.437988
	Iteration 79Q: 3 clusters Score -1486693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1486691.375000 Penalty: 4695.437988
	Iteration 80F: 3 clusters Score -1486691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1486689.875000 Penalty: 4695.437988
	Iteration 81Q: 3 clusters Score -1486690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1486692.000000 Penalty: 4695.437988
	Iteration 82Q: 3 clusters Score -1486692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1486692.000000 Penalty: 4695.437988
	Iteration 83F: 3 clusters Score -1486692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Entering Unmasked Estep 
Score: -1743269.875000 Penalty: 2371.685547
	Iteration 0F: 2 clusters Score -1743270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1732952.375000 Penalty: 4743.371094
	Iteration 0F: 3 clusters Score -1732952 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1736317.500000 Penalty: 4743.371094
	Iteration 1F: 3 clusters Score -1736318 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1736903.750000 Penalty: 4743.371094
	Iteration 2F: 3 clusters Score -1736904 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1737539.125000 Penalty: 4743.371094
	Iteration 3F: 3 clusters Score -1737539 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1738365.875000 Penalty: 4743.371094
	Iteration 4F: 3 clusters Score -1738366 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1739333.000000 Penalty: 4743.371094
	Iteration 5F: 3 clusters Score -1739333 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1740179.250000 Penalty: 4743.371094
	Iteration 6F: 3 clusters Score -1740179 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1740841.750000 Penalty: 4743.371094
	Iteration 7F: 3 clusters Score -1740842 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1741289.125000 Penalty: 4743.371094
	Iteration 8Q: 3 clusters Score -1741289 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1741570.375000 Penalty: 4743.371094
	Iteration 9Q: 3 clusters Score -1741570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1741765.000000 Penalty: 4743.371094
	Iteration 10Q: 3 clusters Score -1741765 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1741886.250000 Penalty: 4743.371094
	Iteration 11Q: 3 clusters Score -1741886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1741948.625000 Penalty: 4743.371094
	Iteration 12Q: 3 clusters Score -1741949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1741990.750000 Penalty: 4743.371094
	Iteration 13Q: 3 clusters Score -1741991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1742028.250000 Penalty: 4743.371094
	Iteration 14Q: 3 clusters Score -1742028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1742055.250000 Penalty: 4743.371094
	Iteration 15Q: 3 clusters Score -1742055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1742082.250000 Penalty: 4743.371094
	Iteration 16Q: 3 clusters Score -1742082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1742113.000000 Penalty: 4743.371094
	Iteration 17Q: 3 clusters Score -1742113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1742138.375000 Penalty: 4743.371094
	Iteration 18Q: 3 clusters Score -1742138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1742169.125000 Penalty: 4743.371094
	Iteration 19Q: 3 clusters Score -1742169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1742190.875000 Penalty: 4743.371094
	Iteration 20F: 3 clusters Score -1742191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1742209.250000 Penalty: 4743.371094
	Iteration 21Q: 3 clusters Score -1742209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1742223.875000 Penalty: 4743.371094
	Iteration 22Q: 3 clusters Score -1742224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1742229.750000 Penalty: 4743.371094
	Iteration 23Q: 3 clusters Score -1742230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1742244.625000 Penalty: 4743.371094
	Iteration 24Q: 3 clusters Score -1742245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1742249.875000 Penalty: 4743.371094
	Iteration 25Q: 3 clusters Score -1742250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1742265.000000 Penalty: 4743.371094
	Iteration 26Q: 3 clusters Score -1742265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1742278.375000 Penalty: 4743.371094
	Iteration 27Q: 3 clusters Score -1742278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1742290.250000 Penalty: 4743.371094
	Iteration 28Q: 3 clusters Score -1742290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1742301.250000 Penalty: 4743.371094
	Iteration 29Q: 3 clusters Score -1742301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1742312.625000 Penalty: 4743.371094
	Iteration 30Q: 3 clusters Score -1742313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1742321.625000 Penalty: 4743.371094
	Iteration 31Q: 3 clusters Score -1742322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1742326.500000 Penalty: 4743.371094
	Iteration 32Q: 3 clusters Score -1742326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1742334.500000 Penalty: 4743.371094
	Iteration 33Q: 3 clusters Score -1742334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1742336.375000 Penalty: 4743.371094
	Iteration 34Q: 3 clusters Score -1742336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1742342.625000 Penalty: 4743.371094
	Iteration 35Q: 3 clusters Score -1742343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1742347.125000 Penalty: 4743.371094
	Iteration 36Q: 3 clusters Score -1742347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1742352.750000 Penalty: 4743.371094
	Iteration 37Q: 3 clusters Score -1742353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1742359.375000 Penalty: 4743.371094
	Iteration 38Q: 3 clusters Score -1742359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1742356.875000 Penalty: 4743.371094
	Iteration 39Q: 3 clusters Score -1742357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1742361.625000 Penalty: 4743.371094
	Iteration 40F: 3 clusters Score -1742362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Entering Unmasked Estep 
Score: -1253316.500000 Penalty: 2294.677002
	Iteration 0F: 2 clusters Score -1253316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1245292.875000 Penalty: 4589.354004
	Iteration 0F: 3 clusters Score -1245293 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1247686.000000 Penalty: 4589.354004
	Iteration 1F: 3 clusters Score -1247686 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1248009.250000 Penalty: 4589.354004
	Iteration 2F: 3 clusters Score -1248009 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1248233.500000 Penalty: 4589.354004
	Iteration 3F: 3 clusters Score -1248234 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1248399.125000 Penalty: 4589.354004
	Iteration 4Q: 3 clusters Score -1248399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1248515.500000 Penalty: 4589.354004
	Iteration 5Q: 3 clusters Score -1248516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1248624.500000 Penalty: 4589.354004
	Iteration 6Q: 3 clusters Score -1248624 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1248730.750000 Penalty: 4589.354004
	Iteration 7Q: 3 clusters Score -1248731 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1248826.625000 Penalty: 4589.354004
	Iteration 8Q: 3 clusters Score -1248827 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1248927.625000 Penalty: 4589.354004
	Iteration 9Q: 3 clusters Score -1248928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1249021.625000 Penalty: 4589.354004
	Iteration 10Q: 3 clusters Score -1249022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1249113.000000 Penalty: 4589.354004
	Iteration 11Q: 3 clusters Score -1249113 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1249215.625000 Penalty: 4589.354004
	Iteration 12Q: 3 clusters Score -1249216 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1249305.625000 Penalty: 4589.354004
	Iteration 13Q: 3 clusters Score -1249306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1249373.750000 Penalty: 4589.354004
	Iteration 14Q: 3 clusters Score -1249374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1249440.000000 Penalty: 4589.354004
	Iteration 15Q: 3 clusters Score -1249440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1249500.750000 Penalty: 4589.354004
	Iteration 16Q: 3 clusters Score -1249501 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1249552.875000 Penalty: 4589.354004
	Iteration 17Q: 3 clusters Score -1249553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1249586.250000 Penalty: 4589.354004
	Iteration 18Q: 3 clusters Score -1249586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1249621.875000 Penalty: 4589.354004
	Iteration 19Q: 3 clusters Score -1249622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1249655.500000 Penalty: 4589.354004
	Iteration 20F: 3 clusters Score -1249656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1249681.125000 Penalty: 4589.354004
	Iteration 21Q: 3 clusters Score -1249681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1249704.000000 Penalty: 4589.354004
	Iteration 22Q: 3 clusters Score -1249704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1249733.125000 Penalty: 4589.354004
	Iteration 23Q: 3 clusters Score -1249733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1249757.375000 Penalty: 4589.354004
	Iteration 24Q: 3 clusters Score -1249757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1249780.750000 Penalty: 4589.354004
	Iteration 25Q: 3 clusters Score -1249781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1249806.125000 Penalty: 4589.354004
	Iteration 26Q: 3 clusters Score -1249806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1249820.125000 Penalty: 4589.354004
	Iteration 27Q: 3 clusters Score -1249820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1249843.750000 Penalty: 4589.354004
	Iteration 28Q: 3 clusters Score -1249844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1249855.875000 Penalty: 4589.354004
	Iteration 29Q: 3 clusters Score -1249856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1249876.250000 Penalty: 4589.354004
	Iteration 30Q: 3 clusters Score -1249876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1249889.500000 Penalty: 4589.354004
	Iteration 31Q: 3 clusters Score -1249890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1249911.125000 Penalty: 4589.354004
	Iteration 32Q: 3 clusters Score -1249911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1249926.250000 Penalty: 4589.354004
	Iteration 33Q: 3 clusters Score -1249926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1249949.625000 Penalty: 4589.354004
	Iteration 34Q: 3 clusters Score -1249950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1249970.500000 Penalty: 4589.354004
	Iteration 35Q: 3 clusters Score -1249970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1249991.500000 Penalty: 4589.354004
	Iteration 36Q: 3 clusters Score -1249992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1250014.625000 Penalty: 4589.354004
	Iteration 37Q: 3 clusters Score -1250015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1250030.750000 Penalty: 4589.354004
	Iteration 38Q: 3 clusters Score -1250031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1250052.000000 Penalty: 4589.354004
	Iteration 39Q: 3 clusters Score -1250052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1250079.000000 Penalty: 4589.354004
	Iteration 40F: 3 clusters Score -1250079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1250107.500000 Penalty: 4589.354004
	Iteration 41Q: 3 clusters Score -1250108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1250123.000000 Penalty: 4589.354004
	Iteration 42Q: 3 clusters Score -1250123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1250146.625000 Penalty: 4589.354004
	Iteration 43Q: 3 clusters Score -1250147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1250185.000000 Penalty: 4589.354004
	Iteration 44Q: 3 clusters Score -1250185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1250229.750000 Penalty: 4589.354004
	Iteration 45Q: 3 clusters Score -1250230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1250291.125000 Penalty: 4589.354004
	Iteration 46Q: 3 clusters Score -1250291 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1250369.000000 Penalty: 4589.354004
	Iteration 47Q: 3 clusters Score -1250369 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1250441.375000 Penalty: 4589.354004
	Iteration 48Q: 3 clusters Score -1250441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1250509.625000 Penalty: 4589.354004
	Iteration 49Q: 3 clusters Score -1250510 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1250570.750000 Penalty: 4589.354004
	Iteration 50Q: 3 clusters Score -1250571 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1250635.000000 Penalty: 4589.354004
	Iteration 51Q: 3 clusters Score -1250635 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1250718.375000 Penalty: 4589.354004
	Iteration 52Q: 3 clusters Score -1250718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1250791.250000 Penalty: 4589.354004
	Iteration 53Q: 3 clusters Score -1250791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1250857.750000 Penalty: 4589.354004
	Iteration 54Q: 3 clusters Score -1250858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1250909.375000 Penalty: 4589.354004
	Iteration 55Q: 3 clusters Score -1250909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1250965.875000 Penalty: 4589.354004
	Iteration 56Q: 3 clusters Score -1250966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1251003.750000 Penalty: 4589.354004
	Iteration 57Q: 3 clusters Score -1251004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1251053.125000 Penalty: 4589.354004
	Iteration 58Q: 3 clusters Score -1251053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1251087.500000 Penalty: 4589.354004
	Iteration 59Q: 3 clusters Score -1251088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1251125.375000 Penalty: 4589.354004
	Iteration 60F: 3 clusters Score -1251125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1251160.250000 Penalty: 4589.354004
	Iteration 61Q: 3 clusters Score -1251160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1251190.375000 Penalty: 4589.354004
	Iteration 62Q: 3 clusters Score -1251190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1251222.375000 Penalty: 4589.354004
	Iteration 63Q: 3 clusters Score -1251222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1251251.000000 Penalty: 4589.354004
	Iteration 64Q: 3 clusters Score -1251251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1251271.625000 Penalty: 4589.354004
	Iteration 65Q: 3 clusters Score -1251272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1251293.625000 Penalty: 4589.354004
	Iteration 66Q: 3 clusters Score -1251294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1251309.375000 Penalty: 4589.354004
	Iteration 67Q: 3 clusters Score -1251309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1251325.000000 Penalty: 4589.354004
	Iteration 68Q: 3 clusters Score -1251325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1251330.000000 Penalty: 4589.354004
	Iteration 69Q: 3 clusters Score -1251330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1251335.375000 Penalty: 4589.354004
	Iteration 70Q: 3 clusters Score -1251335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1251342.625000 Penalty: 4589.354004
	Iteration 71Q: 3 clusters Score -1251343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1251349.000000 Penalty: 4589.354004
	Iteration 72Q: 3 clusters Score -1251349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1251354.250000 Penalty: 4589.354004
	Iteration 73Q: 3 clusters Score -1251354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1251363.750000 Penalty: 4589.354004
	Iteration 74Q: 3 clusters Score -1251364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1251368.875000 Penalty: 4589.354004
	Iteration 75Q: 3 clusters Score -1251369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1251376.500000 Penalty: 4589.354004
	Iteration 76Q: 3 clusters Score -1251376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1251381.125000 Penalty: 4589.354004
	Iteration 77Q: 3 clusters Score -1251381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1251385.750000 Penalty: 4589.354004
	Iteration 78Q: 3 clusters Score -1251386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1251391.250000 Penalty: 4589.354004
	Iteration 79Q: 3 clusters Score -1251391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1251394.500000 Penalty: 4589.354004
	Iteration 80F: 3 clusters Score -1251394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1251399.250000 Penalty: 4589.354004
	Iteration 81Q: 3 clusters Score -1251399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1251402.750000 Penalty: 4589.354004
	Iteration 82Q: 3 clusters Score -1251403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1251405.000000 Penalty: 4589.354004
	Iteration 83Q: 3 clusters Score -1251405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1251405.000000 Penalty: 4589.354004
	Iteration 84F: 3 clusters Score -1251405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3038296.000000 Penalty: 2503.215820
	Iteration 0F: 2 clusters Score -3038296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3021415.500000 Penalty: 5006.431641
	Iteration 0F: 3 clusters Score -3021416 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3027289.500000 Penalty: 5006.431641
	Iteration 1F: 3 clusters Score -3027290 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3027853.750000 Penalty: 5006.431641
	Iteration 2F: 3 clusters Score -3027854 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3028447.250000 Penalty: 5006.431641
	Iteration 3F: 3 clusters Score -3028447 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3029077.750000 Penalty: 5006.431641
	Iteration 4Q: 3 clusters Score -3029078 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3029744.000000 Penalty: 5006.431641
	Iteration 5Q: 3 clusters Score -3029744 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3030390.000000 Penalty: 5006.431641
	Iteration 6Q: 3 clusters Score -3030390 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3031003.750000 Penalty: 5006.431641
	Iteration 7Q: 3 clusters Score -3031004 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3031595.250000 Penalty: 5006.431641
	Iteration 8Q: 3 clusters Score -3031595 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3032111.750000 Penalty: 5006.431641
	Iteration 9Q: 3 clusters Score -3032112 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3032560.000000 Penalty: 5006.431641
	Iteration 10Q: 3 clusters Score -3032560 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3032949.500000 Penalty: 5006.431641
	Iteration 11Q: 3 clusters Score -3032950 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3033252.250000 Penalty: 5006.431641
	Iteration 12Q: 3 clusters Score -3033252 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3033478.500000 Penalty: 5006.431641
	Iteration 13Q: 3 clusters Score -3033478 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3033661.250000 Penalty: 5006.431641
	Iteration 14Q: 3 clusters Score -3033661 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3033799.250000 Penalty: 5006.431641
	Iteration 15Q: 3 clusters Score -3033799 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3033900.250000 Penalty: 5006.431641
	Iteration 16Q: 3 clusters Score -3033900 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3033995.500000 Penalty: 5006.431641
	Iteration 17Q: 3 clusters Score -3033996 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3034048.250000 Penalty: 5006.431641
	Iteration 18Q: 3 clusters Score -3034048 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3034109.500000 Penalty: 5006.431641
	Iteration 19Q: 3 clusters Score -3034110 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3034163.000000 Penalty: 5006.431641
	Iteration 20F: 3 clusters Score -3034163 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3034202.500000 Penalty: 5006.431641
	Iteration 21Q: 3 clusters Score -3034202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3034242.000000 Penalty: 5006.431641
	Iteration 22Q: 3 clusters Score -3034242 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3034301.000000 Penalty: 5006.431641
	Iteration 23Q: 3 clusters Score -3034301 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3034336.250000 Penalty: 5006.431641
	Iteration 24Q: 3 clusters Score -3034336 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3034382.000000 Penalty: 5006.431641
	Iteration 25Q: 3 clusters Score -3034382 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3034435.000000 Penalty: 5006.431641
	Iteration 26Q: 3 clusters Score -3034435 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3034491.000000 Penalty: 5006.431641
	Iteration 27Q: 3 clusters Score -3034491 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3034554.250000 Penalty: 5006.431641
	Iteration 28Q: 3 clusters Score -3034554 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3034607.500000 Penalty: 5006.431641
	Iteration 29Q: 3 clusters Score -3034608 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3034647.250000 Penalty: 5006.431641
	Iteration 30Q: 3 clusters Score -3034647 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3034700.750000 Penalty: 5006.431641
	Iteration 31Q: 3 clusters Score -3034701 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3034723.750000 Penalty: 5006.431641
	Iteration 32Q: 3 clusters Score -3034724 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3034783.000000 Penalty: 5006.431641
	Iteration 33Q: 3 clusters Score -3034783 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3034822.000000 Penalty: 5006.431641
	Iteration 34Q: 3 clusters Score -3034822 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3034872.250000 Penalty: 5006.431641
	Iteration 35Q: 3 clusters Score -3034872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3034922.000000 Penalty: 5006.431641
	Iteration 36Q: 3 clusters Score -3034922 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3034972.250000 Penalty: 5006.431641
	Iteration 37Q: 3 clusters Score -3034972 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3035021.750000 Penalty: 5006.431641
	Iteration 38Q: 3 clusters Score -3035022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3035063.500000 Penalty: 5006.431641
	Iteration 39Q: 3 clusters Score -3035064 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3035118.750000 Penalty: 5006.431641
	Iteration 40F: 3 clusters Score -3035119 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3035173.750000 Penalty: 5006.431641
	Iteration 41Q: 3 clusters Score -3035174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3035236.500000 Penalty: 5006.431641
	Iteration 42Q: 3 clusters Score -3035236 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3035297.000000 Penalty: 5006.431641
	Iteration 43Q: 3 clusters Score -3035297 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3035349.000000 Penalty: 5006.431641
	Iteration 44Q: 3 clusters Score -3035349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3035395.250000 Penalty: 5006.431641
	Iteration 45Q: 3 clusters Score -3035395 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3035455.500000 Penalty: 5006.431641
	Iteration 46Q: 3 clusters Score -3035456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3035502.000000 Penalty: 5006.431641
	Iteration 47Q: 3 clusters Score -3035502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3035544.000000 Penalty: 5006.431641
	Iteration 48Q: 3 clusters Score -3035544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3035597.500000 Penalty: 5006.431641
	Iteration 49Q: 3 clusters Score -3035598 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3035665.000000 Penalty: 5006.431641
	Iteration 50Q: 3 clusters Score -3035665 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3035747.000000 Penalty: 5006.431641
	Iteration 51Q: 3 clusters Score -3035747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3035797.500000 Penalty: 5006.431641
	Iteration 52Q: 3 clusters Score -3035798 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3035867.000000 Penalty: 5006.431641
	Iteration 53Q: 3 clusters Score -3035867 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3035907.500000 Penalty: 5006.431641
	Iteration 54Q: 3 clusters Score -3035908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3035943.250000 Penalty: 5006.431641
	Iteration 55Q: 3 clusters Score -3035943 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3035980.750000 Penalty: 5006.431641
	Iteration 56Q: 3 clusters Score -3035981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3036026.000000 Penalty: 5006.431641
	Iteration 57Q: 3 clusters Score -3036026 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3036078.500000 Penalty: 5006.431641
	Iteration 58Q: 3 clusters Score -3036078 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3036118.000000 Penalty: 5006.431641
	Iteration 59Q: 3 clusters Score -3036118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3036136.250000 Penalty: 5006.431641
	Iteration 60F: 3 clusters Score -3036136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3036172.000000 Penalty: 5006.431641
	Iteration 61Q: 3 clusters Score -3036172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3036196.250000 Penalty: 5006.431641
	Iteration 62Q: 3 clusters Score -3036196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3036240.500000 Penalty: 5006.431641
	Iteration 63Q: 3 clusters Score -3036240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3036263.500000 Penalty: 5006.431641
	Iteration 64Q: 3 clusters Score -3036264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3036281.500000 Penalty: 5006.431641
	Iteration 65Q: 3 clusters Score -3036282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3036318.250000 Penalty: 5006.431641
	Iteration 66Q: 3 clusters Score -3036318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3036343.000000 Penalty: 5006.431641
	Iteration 67Q: 3 clusters Score -3036343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3036366.250000 Penalty: 5006.431641
	Iteration 68Q: 3 clusters Score -3036366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3036383.750000 Penalty: 5006.431641
	Iteration 69Q: 3 clusters Score -3036384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3036396.750000 Penalty: 5006.431641
	Iteration 70Q: 3 clusters Score -3036397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3036399.750000 Penalty: 5006.431641
	Iteration 71Q: 3 clusters Score -3036400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3036411.500000 Penalty: 5006.431641
	Iteration 72Q: 3 clusters Score -3036412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3036414.500000 Penalty: 5006.431641
	Iteration 73Q: 3 clusters Score -3036414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3036432.750000 Penalty: 5006.431641
	Iteration 74Q: 3 clusters Score -3036433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3036441.500000 Penalty: 5006.431641
	Iteration 75Q: 3 clusters Score -3036442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3036435.750000 Penalty: 5006.431641
	Iteration 76Q: 3 clusters Score -3036436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3036443.500000 Penalty: 5006.431641
	Iteration 77Q: 3 clusters Score -3036444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3036441.000000 Penalty: 5006.431641
	Iteration 78Q: 3 clusters Score -3036441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3036444.000000 Penalty: 5006.431641
	Iteration 79Q: 3 clusters Score -3036444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3036447.000000 Penalty: 5006.431641
	Iteration 80F: 3 clusters Score -3036447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3036451.000000 Penalty: 5006.431641
	Iteration 81Q: 3 clusters Score -3036451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3036448.250000 Penalty: 5006.431641
	Iteration 82Q: 3 clusters Score -3036448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3036454.000000 Penalty: 5006.431641
	Iteration 83Q: 3 clusters Score -3036454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3036452.750000 Penalty: 5006.431641
	Iteration 84Q: 3 clusters Score -3036453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3036459.250000 Penalty: 5006.431641
	Iteration 85Q: 3 clusters Score -3036459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3036457.750000 Penalty: 5006.431641
	Iteration 86Q: 3 clusters Score -3036458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3036457.000000 Penalty: 5006.431641
	Iteration 87Q: 3 clusters Score -3036457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3036464.000000 Penalty: 5006.431641
	Iteration 88Q: 3 clusters Score -3036464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3036465.250000 Penalty: 5006.431641
	Iteration 89Q: 3 clusters Score -3036465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3036466.000000 Penalty: 5006.431641
	Iteration 90Q: 3 clusters Score -3036466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3036469.000000 Penalty: 5006.431641
	Iteration 91Q: 3 clusters Score -3036469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3036467.500000 Penalty: 5006.431641
	Iteration 92Q: 3 clusters Score -3036468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3036466.750000 Penalty: 5006.431641
	Iteration 93Q: 3 clusters Score -3036467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3036471.500000 Penalty: 5006.431641
	Iteration 94Q: 3 clusters Score -3036472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3036479.000000 Penalty: 5006.431641
	Iteration 95Q: 3 clusters Score -3036479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3036480.500000 Penalty: 5006.431641
	Iteration 96Q: 3 clusters Score -3036480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3036475.250000 Penalty: 5006.431641
	Iteration 97Q: 3 clusters Score -3036475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3036473.500000 Penalty: 5006.431641
	Iteration 98Q: 3 clusters Score -3036474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3036475.500000 Penalty: 5006.431641
	Iteration 99Q: 3 clusters Score -3036476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3036479.750000 Penalty: 5006.431641
	Iteration 100F: 3 clusters Score -3036480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3036478.500000 Penalty: 5006.431641
	Iteration 101Q: 3 clusters Score -3036478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3036481.000000 Penalty: 5006.431641
	Iteration 102Q: 3 clusters Score -3036481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3036478.750000 Penalty: 5006.431641
	Iteration 103Q: 3 clusters Score -3036479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3036480.000000 Penalty: 5006.431641
	Iteration 104Q: 3 clusters Score -3036480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3036479.000000 Penalty: 5006.431641
	Iteration 105Q: 3 clusters Score -3036479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3036479.000000 Penalty: 5006.431641
	Iteration 106Q: 3 clusters Score -3036479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3036472.750000 Penalty: 5006.431641
	Iteration 107Q: 3 clusters Score -3036473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3036477.000000 Penalty: 5006.431641
	Iteration 108Q: 3 clusters Score -3036477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3036481.500000 Penalty: 5006.431641
	Iteration 109Q: 3 clusters Score -3036482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3036481.000000 Penalty: 5006.431641
	Iteration 110Q: 3 clusters Score -3036481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3036479.750000 Penalty: 5006.431641
	Iteration 111Q: 3 clusters Score -3036480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3036487.750000 Penalty: 5006.431641
	Iteration 112Q: 3 clusters Score -3036488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3036494.750000 Penalty: 5006.431641
	Iteration 113Q: 3 clusters Score -3036495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3036505.500000 Penalty: 5006.431641
	Iteration 114Q: 3 clusters Score -3036506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3036505.250000 Penalty: 5006.431641
	Iteration 115Q: 3 clusters Score -3036505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3036505.000000 Penalty: 5006.431641
	Iteration 116Q: 3 clusters Score -3036505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3036500.750000 Penalty: 5006.431641
	Iteration 117Q: 3 clusters Score -3036501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3036498.250000 Penalty: 5006.431641
	Iteration 118Q: 3 clusters Score -3036498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3036504.750000 Penalty: 5006.431641
	Iteration 119Q: 3 clusters Score -3036505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3036506.250000 Penalty: 5006.431641
	Iteration 120F: 3 clusters Score -3036506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3036502.750000 Penalty: 5006.431641
	Iteration 121Q: 3 clusters Score -3036503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3036504.000000 Penalty: 5006.431641
	Iteration 122Q: 3 clusters Score -3036504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3036504.000000 Penalty: 5006.431641
	Iteration 123F: 3 clusters Score -3036504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162679 members 
Entering Unmasked Estep 
Score: -20112798.000000 Penalty: 2975.884521
	Iteration 0F: 2 clusters Score -2.01128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -20004160.000000 Penalty: 5951.769043
	Iteration 0F: 3 clusters Score -2.000416e+07 nChanged 77839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -20050918.000000 Penalty: 5951.769043
	Iteration 1F: 3 clusters Score -2.005092e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -20053304.000000 Penalty: 5951.769043
	Iteration 2Q: 3 clusters Score -2.00533e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -20058020.000000 Penalty: 5951.769043
	Iteration 3F: 3 clusters Score -2.005802e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -20065196.000000 Penalty: 5951.769043
	Iteration 4F: 3 clusters Score -2.00652e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120384 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -20074552.000000 Penalty: 5951.769043
	Iteration 5F: 3 clusters Score -2.007455e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -20084390.000000 Penalty: 5951.769043
	Iteration 6F: 3 clusters Score -2.008439e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -20093042.000000 Penalty: 5951.769043
	Iteration 7F: 3 clusters Score -2.009304e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -20099604.000000 Penalty: 5951.769043
	Iteration 8Q: 3 clusters Score -2.00996e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -20104356.000000 Penalty: 5951.769043
	Iteration 9Q: 3 clusters Score -2.010436e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158419 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20107392.000000 Penalty: 5951.769043
	Iteration 10Q: 3 clusters Score -2.010739e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20108880.000000 Penalty: 5951.769043
	Iteration 11Q: 3 clusters Score -2.010888e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20109560.000000 Penalty: 5951.769043
	Iteration 12Q: 3 clusters Score -2.010956e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20109868.000000 Penalty: 5951.769043
	Iteration 13Q: 3 clusters Score -2.010987e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161657 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20110062.000000 Penalty: 5951.769043
	Iteration 14Q: 3 clusters Score -2.011006e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20110162.000000 Penalty: 5951.769043
	Iteration 15Q: 3 clusters Score -2.011016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161846 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -20110218.000000 Penalty: 5951.769043
	Iteration 16Q: 3 clusters Score -2.011022e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161889 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -20110300.000000 Penalty: 5951.769043
	Iteration 17Q: 3 clusters Score -2.01103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20110294.000000 Penalty: 5951.769043
	Iteration 18Q: 3 clusters Score -2.011029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20110312.000000 Penalty: 5951.769043
	Iteration 19Q: 3 clusters Score -2.011031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161954 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20110342.000000 Penalty: 5951.769043
	Iteration 20F: 3 clusters Score -2.011034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161962 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20110352.000000 Penalty: 5951.769043
	Iteration 21Q: 3 clusters Score -2.011035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20110340.000000 Penalty: 5951.769043
	Iteration 22Q: 3 clusters Score -2.011034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20110356.000000 Penalty: 5951.769043
	Iteration 23Q: 3 clusters Score -2.011036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20110356.000000 Penalty: 5951.769043
	Iteration 24Q: 3 clusters Score -2.011036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161987 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20110334.000000 Penalty: 5951.769043
	Iteration 25Q: 3 clusters Score -2.011033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -20110344.000000 Penalty: 5951.769043
	Iteration 26Q: 3 clusters Score -2.011034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20110362.000000 Penalty: 5951.769043
	Iteration 27Q: 3 clusters Score -2.011036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20110370.000000 Penalty: 5951.769043
	Iteration 28Q: 3 clusters Score -2.011037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20110378.000000 Penalty: 5951.769043
	Iteration 29Q: 3 clusters Score -2.011038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20110386.000000 Penalty: 5951.769043
	Iteration 30Q: 3 clusters Score -2.011039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20110392.000000 Penalty: 5951.769043
	Iteration 31Q: 3 clusters Score -2.011039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20110378.000000 Penalty: 5951.769043
	Iteration 32Q: 3 clusters Score -2.011038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162002 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20110378.000000 Penalty: 5951.769043
	Iteration 33Q: 3 clusters Score -2.011038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20110374.000000 Penalty: 5951.769043
	Iteration 34Q: 3 clusters Score -2.011037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20110380.000000 Penalty: 5951.769043
	Iteration 35Q: 3 clusters Score -2.011038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162006 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20110386.000000 Penalty: 5951.769043
	Iteration 36Q: 3 clusters Score -2.011039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20110390.000000 Penalty: 5951.769043
	Iteration 37Q: 3 clusters Score -2.011039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20110390.000000 Penalty: 5951.769043
	Iteration 38F: 3 clusters Score -2.011039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Entering Unmasked Estep 
Score: -2209139.750000 Penalty: 2420.971436
	Iteration 0F: 2 clusters Score -2209140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2196837.250000 Penalty: 4841.942871
	Iteration 0F: 3 clusters Score -2196837 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2200899.500000 Penalty: 4841.942871
	Iteration 1F: 3 clusters Score -2200900 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2201290.750000 Penalty: 4841.942871
	Iteration 2F: 3 clusters Score -2201291 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2201601.250000 Penalty: 4841.942871
	Iteration 3Q: 3 clusters Score -2201601 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2201842.500000 Penalty: 4841.942871
	Iteration 4Q: 3 clusters Score -2201842 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2202053.250000 Penalty: 4841.942871
	Iteration 5Q: 3 clusters Score -2202053 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2202217.500000 Penalty: 4841.942871
	Iteration 6Q: 3 clusters Score -2202218 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2202353.500000 Penalty: 4841.942871
	Iteration 7Q: 3 clusters Score -2202354 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2202499.250000 Penalty: 4841.942871
	Iteration 8Q: 3 clusters Score -2202499 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2202649.250000 Penalty: 4841.942871
	Iteration 9Q: 3 clusters Score -2202649 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2202821.000000 Penalty: 4841.942871
	Iteration 10Q: 3 clusters Score -2202821 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2203025.750000 Penalty: 4841.942871
	Iteration 11Q: 3 clusters Score -2203026 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2203275.500000 Penalty: 4841.942871
	Iteration 12Q: 3 clusters Score -2203276 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2203631.750000 Penalty: 4841.942871
	Iteration 13Q: 3 clusters Score -2203632 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2204114.750000 Penalty: 4841.942871
	Iteration 14Q: 3 clusters Score -2204115 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2204673.250000 Penalty: 4841.942871
	Iteration 15Q: 3 clusters Score -2204673 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2205141.500000 Penalty: 4841.942871
	Iteration 16Q: 3 clusters Score -2205142 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2205451.000000 Penalty: 4841.942871
	Iteration 17Q: 3 clusters Score -2205451 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2205621.500000 Penalty: 4841.942871
	Iteration 18Q: 3 clusters Score -2205622 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2205728.000000 Penalty: 4841.942871
	Iteration 19Q: 3 clusters Score -2205728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2205817.000000 Penalty: 4841.942871
	Iteration 20F: 3 clusters Score -2205817 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2205900.000000 Penalty: 4841.942871
	Iteration 21Q: 3 clusters Score -2205900 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2205971.000000 Penalty: 4841.942871
	Iteration 22Q: 3 clusters Score -2205971 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2206030.250000 Penalty: 4841.942871
	Iteration 23Q: 3 clusters Score -2206030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2206078.000000 Penalty: 4841.942871
	Iteration 24Q: 3 clusters Score -2206078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2206131.000000 Penalty: 4841.942871
	Iteration 25Q: 3 clusters Score -2206131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2206174.250000 Penalty: 4841.942871
	Iteration 26Q: 3 clusters Score -2206174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2206222.000000 Penalty: 4841.942871
	Iteration 27Q: 3 clusters Score -2206222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2206263.750000 Penalty: 4841.942871
	Iteration 28Q: 3 clusters Score -2206264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2206308.250000 Penalty: 4841.942871
	Iteration 29Q: 3 clusters Score -2206308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2206346.500000 Penalty: 4841.942871
	Iteration 30Q: 3 clusters Score -2206346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2206410.500000 Penalty: 4841.942871
	Iteration 31Q: 3 clusters Score -2206410 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2206455.250000 Penalty: 4841.942871
	Iteration 32Q: 3 clusters Score -2206455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2206486.500000 Penalty: 4841.942871
	Iteration 33Q: 3 clusters Score -2206486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2206518.750000 Penalty: 4841.942871
	Iteration 34Q: 3 clusters Score -2206519 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2206551.500000 Penalty: 4841.942871
	Iteration 35Q: 3 clusters Score -2206552 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2206578.000000 Penalty: 4841.942871
	Iteration 36Q: 3 clusters Score -2206578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2206600.500000 Penalty: 4841.942871
	Iteration 37Q: 3 clusters Score -2206600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2206637.500000 Penalty: 4841.942871
	Iteration 38Q: 3 clusters Score -2206638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2206657.250000 Penalty: 4841.942871
	Iteration 39Q: 3 clusters Score -2206657 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2206679.000000 Penalty: 4841.942871
	Iteration 40F: 3 clusters Score -2206679 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2206706.500000 Penalty: 4841.942871
	Iteration 41Q: 3 clusters Score -2206706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2206724.000000 Penalty: 4841.942871
	Iteration 42Q: 3 clusters Score -2206724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2206738.000000 Penalty: 4841.942871
	Iteration 43Q: 3 clusters Score -2206738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2206758.750000 Penalty: 4841.942871
	Iteration 44Q: 3 clusters Score -2206759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2206770.500000 Penalty: 4841.942871
	Iteration 45Q: 3 clusters Score -2206770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2206782.250000 Penalty: 4841.942871
	Iteration 46Q: 3 clusters Score -2206782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2206793.250000 Penalty: 4841.942871
	Iteration 47Q: 3 clusters Score -2206793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2206800.750000 Penalty: 4841.942871
	Iteration 48Q: 3 clusters Score -2206801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2206817.250000 Penalty: 4841.942871
	Iteration 49Q: 3 clusters Score -2206817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2206821.000000 Penalty: 4841.942871
	Iteration 50Q: 3 clusters Score -2206821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2206839.500000 Penalty: 4841.942871
	Iteration 51Q: 3 clusters Score -2206840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2206848.250000 Penalty: 4841.942871
	Iteration 52Q: 3 clusters Score -2206848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2206857.250000 Penalty: 4841.942871
	Iteration 53Q: 3 clusters Score -2206857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2206863.000000 Penalty: 4841.942871
	Iteration 54Q: 3 clusters Score -2206863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2206871.750000 Penalty: 4841.942871
	Iteration 55Q: 3 clusters Score -2206872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2206885.750000 Penalty: 4841.942871
	Iteration 56Q: 3 clusters Score -2206886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2206899.000000 Penalty: 4841.942871
	Iteration 57Q: 3 clusters Score -2206899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2206911.750000 Penalty: 4841.942871
	Iteration 58Q: 3 clusters Score -2206912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2206921.500000 Penalty: 4841.942871
	Iteration 59Q: 3 clusters Score -2206922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2206930.000000 Penalty: 4841.942871
	Iteration 60F: 3 clusters Score -2206930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2206938.750000 Penalty: 4841.942871
	Iteration 61Q: 3 clusters Score -2206939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2206949.000000 Penalty: 4841.942871
	Iteration 62Q: 3 clusters Score -2206949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2206965.000000 Penalty: 4841.942871
	Iteration 63Q: 3 clusters Score -2206965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2206975.750000 Penalty: 4841.942871
	Iteration 64Q: 3 clusters Score -2206976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2206984.500000 Penalty: 4841.942871
	Iteration 65Q: 3 clusters Score -2206984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2206993.250000 Penalty: 4841.942871
	Iteration 66Q: 3 clusters Score -2206993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2207006.250000 Penalty: 4841.942871
	Iteration 67Q: 3 clusters Score -2207006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2207013.250000 Penalty: 4841.942871
	Iteration 68Q: 3 clusters Score -2207013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2207018.000000 Penalty: 4841.942871
	Iteration 69Q: 3 clusters Score -2207018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2207021.250000 Penalty: 4841.942871
	Iteration 70Q: 3 clusters Score -2207021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2207024.250000 Penalty: 4841.942871
	Iteration 71Q: 3 clusters Score -2207024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2207027.500000 Penalty: 4841.942871
	Iteration 72Q: 3 clusters Score -2207028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2207038.250000 Penalty: 4841.942871
	Iteration 73Q: 3 clusters Score -2207038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2207042.750000 Penalty: 4841.942871
	Iteration 74Q: 3 clusters Score -2207043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2207052.000000 Penalty: 4841.942871
	Iteration 75Q: 3 clusters Score -2207052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2207050.000000 Penalty: 4841.942871
	Iteration 76Q: 3 clusters Score -2207050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2207056.000000 Penalty: 4841.942871
	Iteration 77Q: 3 clusters Score -2207056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2207058.500000 Penalty: 4841.942871
	Iteration 78Q: 3 clusters Score -2207058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2207070.750000 Penalty: 4841.942871
	Iteration 79Q: 3 clusters Score -2207071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2207071.250000 Penalty: 4841.942871
	Iteration 80F: 3 clusters Score -2207071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2207077.750000 Penalty: 4841.942871
	Iteration 81Q: 3 clusters Score -2207078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2207081.250000 Penalty: 4841.942871
	Iteration 82Q: 3 clusters Score -2207081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2207088.250000 Penalty: 4841.942871
	Iteration 83Q: 3 clusters Score -2207088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2207097.500000 Penalty: 4841.942871
	Iteration 84Q: 3 clusters Score -2207098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2207101.750000 Penalty: 4841.942871
	Iteration 85Q: 3 clusters Score -2207102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2207104.000000 Penalty: 4841.942871
	Iteration 86Q: 3 clusters Score -2207104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2207108.500000 Penalty: 4841.942871
	Iteration 87Q: 3 clusters Score -2207108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2207112.750000 Penalty: 4841.942871
	Iteration 88Q: 3 clusters Score -2207113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2207115.000000 Penalty: 4841.942871
	Iteration 89Q: 3 clusters Score -2207115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2207117.250000 Penalty: 4841.942871
	Iteration 90Q: 3 clusters Score -2207117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2207119.750000 Penalty: 4841.942871
	Iteration 91Q: 3 clusters Score -2207120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2207120.750000 Penalty: 4841.942871
	Iteration 92Q: 3 clusters Score -2207121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2207124.750000 Penalty: 4841.942871
	Iteration 93Q: 3 clusters Score -2207125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2207126.000000 Penalty: 4841.942871
	Iteration 94Q: 3 clusters Score -2207126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2207126.000000 Penalty: 4841.942871
	Iteration 95Q: 3 clusters Score -2207126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2207125.750000 Penalty: 4841.942871
	Iteration 96Q: 3 clusters Score -2207126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2207127.250000 Penalty: 4841.942871
	Iteration 97Q: 3 clusters Score -2207127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2207131.750000 Penalty: 4841.942871
	Iteration 98Q: 3 clusters Score -2207132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2207136.000000 Penalty: 4841.942871
	Iteration 99Q: 3 clusters Score -2207136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2207138.250000 Penalty: 4841.942871
	Iteration 100F: 3 clusters Score -2207138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2207141.000000 Penalty: 4841.942871
	Iteration 101Q: 3 clusters Score -2207141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2207140.250000 Penalty: 4841.942871
	Iteration 102Q: 3 clusters Score -2207140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2207141.500000 Penalty: 4841.942871
	Iteration 103Q: 3 clusters Score -2207142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2207139.250000 Penalty: 4841.942871
	Iteration 104Q: 3 clusters Score -2207139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2207142.750000 Penalty: 4841.942871
	Iteration 105Q: 3 clusters Score -2207143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2207143.500000 Penalty: 4841.942871
	Iteration 106Q: 3 clusters Score -2207144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2207146.500000 Penalty: 4841.942871
	Iteration 107Q: 3 clusters Score -2207146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2207149.000000 Penalty: 4841.942871
	Iteration 108Q: 3 clusters Score -2207149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2207149.500000 Penalty: 4841.942871
	Iteration 109Q: 3 clusters Score -2207150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2207148.500000 Penalty: 4841.942871
	Iteration 110Q: 3 clusters Score -2207148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2207152.000000 Penalty: 4841.942871
	Iteration 111Q: 3 clusters Score -2207152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2207153.500000 Penalty: 4841.942871
	Iteration 112Q: 3 clusters Score -2207154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2207151.750000 Penalty: 4841.942871
	Iteration 113Q: 3 clusters Score -2207152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2207155.500000 Penalty: 4841.942871
	Iteration 114Q: 3 clusters Score -2207156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2207156.750000 Penalty: 4841.942871
	Iteration 115Q: 3 clusters Score -2207157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2207158.250000 Penalty: 4841.942871
	Iteration 116Q: 3 clusters Score -2207158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2207161.000000 Penalty: 4841.942871
	Iteration 117Q: 3 clusters Score -2207161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2207156.000000 Penalty: 4841.942871
	Iteration 118Q: 3 clusters Score -2207156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2207158.500000 Penalty: 4841.942871
	Iteration 119Q: 3 clusters Score -2207158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2207161.000000 Penalty: 4841.942871
	Iteration 120F: 3 clusters Score -2207161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 4841.942871
	Iteration 121Q: 3 clusters Score -2207160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2207160.000000 Penalty: 4841.942871
	Iteration 122Q: 3 clusters Score -2207160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2207160.250000 Penalty: 4841.942871
	Iteration 123Q: 3 clusters Score -2207160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2207159.750000 Penalty: 4841.942871
	Iteration 124Q: 3 clusters Score -2207160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2207159.500000 Penalty: 4841.942871
	Iteration 125Q: 3 clusters Score -2207160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2207158.750000 Penalty: 4841.942871
	Iteration 126Q: 3 clusters Score -2207159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2207161.000000 Penalty: 4841.942871
	Iteration 127Q: 3 clusters Score -2207161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2207163.250000 Penalty: 4841.942871
	Iteration 128Q: 3 clusters Score -2207163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2207161.250000 Penalty: 4841.942871
	Iteration 129Q: 3 clusters Score -2207161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2207160.750000 Penalty: 4841.942871
	Iteration 130Q: 3 clusters Score -2207161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2207161.000000 Penalty: 4841.942871
	Iteration 131Q: 3 clusters Score -2207161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2207160.500000 Penalty: 4841.942871
	Iteration 132Q: 3 clusters Score -2207160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2207163.500000 Penalty: 4841.942871
	Iteration 133Q: 3 clusters Score -2207164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2207163.500000 Penalty: 4841.942871
	Iteration 134F: 3 clusters Score -2207164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Entering Unmasked Estep 
Score: -7552356.500000 Penalty: 2727.377197
	Iteration 0F: 2 clusters Score -7552356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -7512156.500000 Penalty: 5454.754395
	Iteration 0F: 3 clusters Score -7512156 nChanged 27681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -7527546.500000 Penalty: 5454.754395
	Iteration 1F: 3 clusters Score -7527546 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7528269.000000 Penalty: 5454.754395
	Iteration 2Q: 3 clusters Score -7528269 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -7529043.500000 Penalty: 5454.754395
	Iteration 3Q: 3 clusters Score -7529044 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -7529956.500000 Penalty: 5454.754395
	Iteration 4Q: 3 clusters Score -7529956 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -7531072.000000 Penalty: 5454.754395
	Iteration 5Q: 3 clusters Score -7531072 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7532680.500000 Penalty: 5454.754395
	Iteration 6F: 3 clusters Score -7532680 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7535066.500000 Penalty: 5454.754395
	Iteration 7F: 3 clusters Score -7535066 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -7538164.500000 Penalty: 5454.754395
	Iteration 8F: 3 clusters Score -7538164 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -7541397.000000 Penalty: 5454.754395
	Iteration 9F: 3 clusters Score -7541397 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7544148.000000 Penalty: 5454.754395
	Iteration 10Q: 3 clusters Score -7544148 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7545935.000000 Penalty: 5454.754395
	Iteration 11Q: 3 clusters Score -7545935 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7546949.500000 Penalty: 5454.754395
	Iteration 12Q: 3 clusters Score -7546950 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -7547519.500000 Penalty: 5454.754395
	Iteration 13Q: 3 clusters Score -7547520 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -7547903.500000 Penalty: 5454.754395
	Iteration 14Q: 3 clusters Score -7547904 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7548224.500000 Penalty: 5454.754395
	Iteration 15Q: 3 clusters Score -7548224 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -7548459.000000 Penalty: 5454.754395
	Iteration 16Q: 3 clusters Score -7548459 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7548639.000000 Penalty: 5454.754395
	Iteration 17Q: 3 clusters Score -7548639 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -7548814.000000 Penalty: 5454.754395
	Iteration 18Q: 3 clusters Score -7548814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -7548925.000000 Penalty: 5454.754395
	Iteration 19Q: 3 clusters Score -7548925 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -7548995.500000 Penalty: 5454.754395
	Iteration 20F: 3 clusters Score -7548996 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -7549084.500000 Penalty: 5454.754395
	Iteration 21Q: 3 clusters Score -7549084 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -7549151.500000 Penalty: 5454.754395
	Iteration 22Q: 3 clusters Score -7549152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -7549224.500000 Penalty: 5454.754395
	Iteration 23Q: 3 clusters Score -7549224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -7549286.000000 Penalty: 5454.754395
	Iteration 24Q: 3 clusters Score -7549286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7549332.500000 Penalty: 5454.754395
	Iteration 25Q: 3 clusters Score -7549332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7549371.500000 Penalty: 5454.754395
	Iteration 26Q: 3 clusters Score -7549372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -7549400.500000 Penalty: 5454.754395
	Iteration 27Q: 3 clusters Score -7549400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -7549461.000000 Penalty: 5454.754395
	Iteration 28Q: 3 clusters Score -7549461 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -7549491.000000 Penalty: 5454.754395
	Iteration 29Q: 3 clusters Score -7549491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -7549530.500000 Penalty: 5454.754395
	Iteration 30Q: 3 clusters Score -7549530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -7549562.000000 Penalty: 5454.754395
	Iteration 31Q: 3 clusters Score -7549562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -7549583.500000 Penalty: 5454.754395
	Iteration 32Q: 3 clusters Score -7549584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7549619.500000 Penalty: 5454.754395
	Iteration 33Q: 3 clusters Score -7549620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -7549634.000000 Penalty: 5454.754395
	Iteration 34Q: 3 clusters Score -7549634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7549649.000000 Penalty: 5454.754395
	Iteration 35Q: 3 clusters Score -7549649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7549682.000000 Penalty: 5454.754395
	Iteration 36Q: 3 clusters Score -7549682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7549684.500000 Penalty: 5454.754395
	Iteration 37Q: 3 clusters Score -7549684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7549701.500000 Penalty: 5454.754395
	Iteration 38Q: 3 clusters Score -7549702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7549714.000000 Penalty: 5454.754395
	Iteration 39Q: 3 clusters Score -7549714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -7549734.500000 Penalty: 5454.754395
	Iteration 40F: 3 clusters Score -7549734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -7549751.000000 Penalty: 5454.754395
	Iteration 41Q: 3 clusters Score -7549751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7549760.000000 Penalty: 5454.754395
	Iteration 42Q: 3 clusters Score -7549760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -7549779.500000 Penalty: 5454.754395
	Iteration 43Q: 3 clusters Score -7549780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -7549815.000000 Penalty: 5454.754395
	Iteration 44Q: 3 clusters Score -7549815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -7549852.500000 Penalty: 5454.754395
	Iteration 45Q: 3 clusters Score -7549852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -7549871.000000 Penalty: 5454.754395
	Iteration 46Q: 3 clusters Score -7549871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -7549899.000000 Penalty: 5454.754395
	Iteration 47Q: 3 clusters Score -7549899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -7549890.000000 Penalty: 5454.754395
	Iteration 48Q: 3 clusters Score -7549890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7549897.500000 Penalty: 5454.754395
	Iteration 49Q: 3 clusters Score -7549898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -7549896.500000 Penalty: 5454.754395
	Iteration 50Q: 3 clusters Score -7549896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -7549909.000000 Penalty: 5454.754395
	Iteration 51Q: 3 clusters Score -7549909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -7549918.500000 Penalty: 5454.754395
	Iteration 52Q: 3 clusters Score -7549918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -7549922.000000 Penalty: 5454.754395
	Iteration 53Q: 3 clusters Score -7549922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -7549911.500000 Penalty: 5454.754395
	Iteration 54Q: 3 clusters Score -7549912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -7549921.500000 Penalty: 5454.754395
	Iteration 55Q: 3 clusters Score -7549922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7549922.000000 Penalty: 5454.754395
	Iteration 56Q: 3 clusters Score -7549922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -7549937.500000 Penalty: 5454.754395
	Iteration 57Q: 3 clusters Score -7549938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -7549938.500000 Penalty: 5454.754395
	Iteration 58Q: 3 clusters Score -7549938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -7549937.500000 Penalty: 5454.754395
	Iteration 59Q: 3 clusters Score -7549938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -7549941.500000 Penalty: 5454.754395
	Iteration 60F: 3 clusters Score -7549942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -7549947.500000 Penalty: 5454.754395
	Iteration 61Q: 3 clusters Score -7549948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -7549956.500000 Penalty: 5454.754395
	Iteration 62Q: 3 clusters Score -7549956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7549963.500000 Penalty: 5454.754395
	Iteration 63Q: 3 clusters Score -7549964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -7549966.500000 Penalty: 5454.754395
	Iteration 64Q: 3 clusters Score -7549966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -7549959.500000 Penalty: 5454.754395
	Iteration 65Q: 3 clusters Score -7549960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -7549965.500000 Penalty: 5454.754395
	Iteration 66Q: 3 clusters Score -7549966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -7549966.000000 Penalty: 5454.754395
	Iteration 67Q: 3 clusters Score -7549966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -7549982.000000 Penalty: 5454.754395
	Iteration 68Q: 3 clusters Score -7549982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -7549968.500000 Penalty: 5454.754395
	Iteration 69Q: 3 clusters Score -7549968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7549978.000000 Penalty: 5454.754395
	Iteration 70Q: 3 clusters Score -7549978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -7549991.500000 Penalty: 5454.754395
	Iteration 71Q: 3 clusters Score -7549992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -7549995.000000 Penalty: 5454.754395
	Iteration 72Q: 3 clusters Score -7549995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -7550001.500000 Penalty: 5454.754395
	Iteration 73Q: 3 clusters Score -7550002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -7550009.000000 Penalty: 5454.754395
	Iteration 74Q: 3 clusters Score -7550009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -7550007.000000 Penalty: 5454.754395
	Iteration 75Q: 3 clusters Score -7550007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7550013.500000 Penalty: 5454.754395
	Iteration 76Q: 3 clusters Score -7550014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -7550016.500000 Penalty: 5454.754395
	Iteration 77Q: 3 clusters Score -7550016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -7550014.000000 Penalty: 5454.754395
	Iteration 78Q: 3 clusters Score -7550014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -7550019.000000 Penalty: 5454.754395
	Iteration 79Q: 3 clusters Score -7550019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -7550024.000000 Penalty: 5454.754395
	Iteration 80F: 3 clusters Score -7550024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -7550021.500000 Penalty: 5454.754395
	Iteration 81Q: 3 clusters Score -7550022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -7550023.500000 Penalty: 5454.754395
	Iteration 82Q: 3 clusters Score -7550024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -7550026.000000 Penalty: 5454.754395
	Iteration 83Q: 3 clusters Score -7550026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -7550023.000000 Penalty: 5454.754395
	Iteration 84Q: 3 clusters Score -7550023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -7550024.000000 Penalty: 5454.754395
	Iteration 85Q: 3 clusters Score -7550024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -7550024.000000 Penalty: 5454.754395
	Iteration 86F: 3 clusters Score -7550024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (352765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352765 members 
Entering Unmasked Estep 
Score: -44211524.000000 Penalty: 3167.842285
	Iteration 0F: 2 clusters Score -4.421152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 176735 members 
Entering Unmasked Estep 
Score: -43994140.000000 Penalty: 6335.684570
	Iteration 0F: 3 clusters Score -4.399414e+07 nChanged 171160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 185423 members 
Entering Unmasked Estep 
Score: -44096248.000000 Penalty: 6335.684570
	Iteration 1F: 3 clusters Score -4.409625e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 190523 members 
Entering Unmasked Estep 
Score: -44098128.000000 Penalty: 6335.684570
	Iteration 2Q: 3 clusters Score -4.409813e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 198629 members 
Entering Unmasked Estep 
Score: -44100384.000000 Penalty: 6335.684570
	Iteration 3Q: 3 clusters Score -4.410038e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 211137 members 
Entering Unmasked Estep 
Score: -44105088.000000 Penalty: 6335.684570
	Iteration 4Q: 3 clusters Score -4.410509e+07 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123126 members 
Mstep: Class 2 contains 229639 members 
Entering Unmasked Estep 
Score: -44114428.000000 Penalty: 6335.684570
	Iteration 5F: 3 clusters Score -4.411443e+07 nChanged 25558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 255071 members 
Entering Unmasked Estep 
Score: -44130400.000000 Penalty: 6335.684570
	Iteration 6F: 3 clusters Score -4.41304e+07 nChanged 30109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 285138 members 
Entering Unmasked Estep 
Score: -44150896.000000 Penalty: 6335.684570
	Iteration 7F: 3 clusters Score -4.41509e+07 nChanged 27443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 312561 members 
Entering Unmasked Estep 
Score: -44172136.000000 Penalty: 6335.684570
	Iteration 8F: 3 clusters Score -4.417214e+07 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 331351 members 
Entering Unmasked Estep 
Score: -44187740.000000 Penalty: 6335.684570
	Iteration 9F: 3 clusters Score -4.418774e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 342122 members 
Entering Unmasked Estep 
Score: -44198568.000000 Penalty: 6335.684570
	Iteration 10Q: 3 clusters Score -4.419857e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 347723 members 
Entering Unmasked Estep 
Score: -44204168.000000 Penalty: 6335.684570
	Iteration 11Q: 3 clusters Score -4.420417e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 350327 members 
Entering Unmasked Estep 
Score: -44206572.000000 Penalty: 6335.684570
	Iteration 12Q: 3 clusters Score -4.420657e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 351456 members 
Entering Unmasked Estep 
Score: -44207692.000000 Penalty: 6335.684570
	Iteration 13Q: 3 clusters Score -4.420769e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 351910 members 
Entering Unmasked Estep 
Score: -44208196.000000 Penalty: 6335.684570
	Iteration 14Q: 3 clusters Score -4.42082e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 352103 members 
Entering Unmasked Estep 
Score: -44208324.000000 Penalty: 6335.684570
	Iteration 15Q: 3 clusters Score -4.420832e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 352198 members 
Entering Unmasked Estep 
Score: -44208436.000000 Penalty: 6335.684570
	Iteration 16Q: 3 clusters Score -4.420844e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 352263 members 
Entering Unmasked Estep 
Score: -44208524.000000 Penalty: 6335.684570
	Iteration 17Q: 3 clusters Score -4.420852e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 352306 members 
Entering Unmasked Estep 
Score: -44208580.000000 Penalty: 6335.684570
	Iteration 18Q: 3 clusters Score -4.420858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 352323 members 
Entering Unmasked Estep 
Score: -44208620.000000 Penalty: 6335.684570
	Iteration 19Q: 3 clusters Score -4.420862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352331 members 
Entering Unmasked Estep 
Score: -44208668.000000 Penalty: 6335.684570
	Iteration 20F: 3 clusters Score -4.420867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 352340 members 
Entering Unmasked Estep 
Score: -44208668.000000 Penalty: 6335.684570
	Iteration 21Q: 3 clusters Score -4.420867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 352348 members 
Entering Unmasked Estep 
Score: -44208708.000000 Penalty: 6335.684570
	Iteration 22Q: 3 clusters Score -4.420871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 352351 members 
Entering Unmasked Estep 
Score: -44208696.000000 Penalty: 6335.684570
	Iteration 23Q: 3 clusters Score -4.42087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 352352 members 
Entering Unmasked Estep 
Score: -44208720.000000 Penalty: 6335.684570
	Iteration 24Q: 3 clusters Score -4.420872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 352349 members 
Entering Unmasked Estep 
Score: -44208716.000000 Penalty: 6335.684570
	Iteration 25Q: 3 clusters Score -4.420872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 352353 members 
Entering Unmasked Estep 
Score: -44208716.000000 Penalty: 6335.684570
	Iteration 26Q: 3 clusters Score -4.420872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 352360 members 
Entering Unmasked Estep 
Score: -44208732.000000 Penalty: 6335.684570
	Iteration 27Q: 3 clusters Score -4.420873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352363 members 
Entering Unmasked Estep 
Score: -44208732.000000 Penalty: 6335.684570
	Iteration 28Q: 3 clusters Score -4.420873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 352362 members 
Entering Unmasked Estep 
Score: -44208748.000000 Penalty: 6335.684570
	Iteration 29Q: 3 clusters Score -4.420875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 352362 members 
Entering Unmasked Estep 
Score: -44208748.000000 Penalty: 6335.684570
	Iteration 30F: 3 clusters Score -4.420875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -713476.562500 Penalty: 2147.957764
	Iteration 0F: 2 clusters Score -713476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -708381.062500 Penalty: 4295.915527
	Iteration 0F: 3 clusters Score -708381.1 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -709602.250000 Penalty: 4295.915527
	Iteration 1F: 3 clusters Score -709602.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -709809.500000 Penalty: 4295.915527
	Iteration 2F: 3 clusters Score -709809.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -709949.062500 Penalty: 4295.915527
	Iteration 3Q: 3 clusters Score -709949.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -710042.375000 Penalty: 4295.915527
	Iteration 4Q: 3 clusters Score -710042.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -710093.500000 Penalty: 4295.915527
	Iteration 5Q: 3 clusters Score -710093.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -710129.875000 Penalty: 4295.915527
	Iteration 6Q: 3 clusters Score -710129.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -710162.687500 Penalty: 4295.915527
	Iteration 7Q: 3 clusters Score -710162.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -710194.500000 Penalty: 4295.915527
	Iteration 8Q: 3 clusters Score -710194.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -710230.562500 Penalty: 4295.915527
	Iteration 9Q: 3 clusters Score -710230.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -710262.375000 Penalty: 4295.915527
	Iteration 10Q: 3 clusters Score -710262.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -710290.125000 Penalty: 4295.915527
	Iteration 11Q: 3 clusters Score -710290.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -710317.750000 Penalty: 4295.915527
	Iteration 12Q: 3 clusters Score -710317.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -710338.062500 Penalty: 4295.915527
	Iteration 13Q: 3 clusters Score -710338.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -710355.625000 Penalty: 4295.915527
	Iteration 14Q: 3 clusters Score -710355.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -710368.187500 Penalty: 4295.915527
	Iteration 15Q: 3 clusters Score -710368.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -710379.687500 Penalty: 4295.915527
	Iteration 16Q: 3 clusters Score -710379.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -710392.437500 Penalty: 4295.915527
	Iteration 17Q: 3 clusters Score -710392.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -710404.375000 Penalty: 4295.915527
	Iteration 18Q: 3 clusters Score -710404.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -710421.312500 Penalty: 4295.915527
	Iteration 19Q: 3 clusters Score -710421.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -710434.812500 Penalty: 4295.915527
	Iteration 20F: 3 clusters Score -710434.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -710444.875000 Penalty: 4295.915527
	Iteration 21Q: 3 clusters Score -710444.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -710454.437500 Penalty: 4295.915527
	Iteration 22Q: 3 clusters Score -710454.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -710465.687500 Penalty: 4295.915527
	Iteration 23Q: 3 clusters Score -710465.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -710486.625000 Penalty: 4295.915527
	Iteration 24Q: 3 clusters Score -710486.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -710506.812500 Penalty: 4295.915527
	Iteration 25Q: 3 clusters Score -710506.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -710524.687500 Penalty: 4295.915527
	Iteration 26Q: 3 clusters Score -710524.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -710538.125000 Penalty: 4295.915527
	Iteration 27Q: 3 clusters Score -710538.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -710560.437500 Penalty: 4295.915527
	Iteration 28Q: 3 clusters Score -710560.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -710585.500000 Penalty: 4295.915527
	Iteration 29Q: 3 clusters Score -710585.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -710619.500000 Penalty: 4295.915527
	Iteration 30Q: 3 clusters Score -710619.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -710666.062500 Penalty: 4295.915527
	Iteration 31Q: 3 clusters Score -710666.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -710707.062500 Penalty: 4295.915527
	Iteration 32Q: 3 clusters Score -710707.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -710768.437500 Penalty: 4295.915527
	Iteration 33Q: 3 clusters Score -710768.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -710847.312500 Penalty: 4295.915527
	Iteration 34Q: 3 clusters Score -710847.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -710918.187500 Penalty: 4295.915527
	Iteration 35Q: 3 clusters Score -710918.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -710992.500000 Penalty: 4295.915527
	Iteration 36Q: 3 clusters Score -710992.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -711055.812500 Penalty: 4295.915527
	Iteration 37Q: 3 clusters Score -711055.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -711118.812500 Penalty: 4295.915527
	Iteration 38Q: 3 clusters Score -711118.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -711184.062500 Penalty: 4295.915527
	Iteration 39Q: 3 clusters Score -711184.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -711242.000000 Penalty: 4295.915527
	Iteration 40F: 3 clusters Score -711242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -711293.437500 Penalty: 4295.915527
	Iteration 41Q: 3 clusters Score -711293.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -711354.062500 Penalty: 4295.915527
	Iteration 42Q: 3 clusters Score -711354.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -711395.187500 Penalty: 4295.915527
	Iteration 43Q: 3 clusters Score -711395.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -711444.562500 Penalty: 4295.915527
	Iteration 44Q: 3 clusters Score -711444.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -711498.187500 Penalty: 4295.915527
	Iteration 45Q: 3 clusters Score -711498.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -711545.875000 Penalty: 4295.915527
	Iteration 46Q: 3 clusters Score -711545.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -711574.750000 Penalty: 4295.915527
	Iteration 47Q: 3 clusters Score -711574.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -711592.312500 Penalty: 4295.915527
	Iteration 48Q: 3 clusters Score -711592.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -711605.875000 Penalty: 4295.915527
	Iteration 49Q: 3 clusters Score -711605.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -711624.062500 Penalty: 4295.915527
	Iteration 50Q: 3 clusters Score -711624.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -711634.250000 Penalty: 4295.915527
	Iteration 51Q: 3 clusters Score -711634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -711639.062500 Penalty: 4295.915527
	Iteration 52Q: 3 clusters Score -711639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -711642.375000 Penalty: 4295.915527
	Iteration 53Q: 3 clusters Score -711642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -711651.312500 Penalty: 4295.915527
	Iteration 54Q: 3 clusters Score -711651.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -711657.437500 Penalty: 4295.915527
	Iteration 55Q: 3 clusters Score -711657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -711659.312500 Penalty: 4295.915527
	Iteration 56Q: 3 clusters Score -711659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -711659.125000 Penalty: 4295.915527
	Iteration 57Q: 3 clusters Score -711659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -711660.812500 Penalty: 4295.915527
	Iteration 58Q: 3 clusters Score -711660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -711660.812500 Penalty: 4295.915527
	Iteration 59Q: 3 clusters Score -711660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -711660.812500 Penalty: 4295.915527
	Iteration 60F: 3 clusters Score -711660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 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 367 members 
Entering Unmasked Estep 
Score: -77122.812500 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77122.81 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77396.523438 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77396.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77497.898438 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77497.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77559.046875 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77559.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77630.281250 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77630.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77708.382812 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77708.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77772.312500 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77772.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77847.093750 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -77847.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77942.789062 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -77942.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78034.210938 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -78034.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78124.304688 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -78124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78176.703125 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -78176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78226.531250 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -78226.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78247.312500 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -78247.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78276.218750 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -78276.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78288.179688 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78288.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78297.617188 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -78297.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78317.609375 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -78317.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78320.406250 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -78320.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78320.406250 Penalty: 3272.860352
	Iteration 19F: 3 clusters Score -78320.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Entering Unmasked Estep 
Score: -1344832.375000 Penalty: 2314.847168
	Iteration 0F: 2 clusters Score -1344832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1336371.125000 Penalty: 4629.694336
	Iteration 0F: 3 clusters Score -1336371 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1339073.625000 Penalty: 4629.694336
	Iteration 1F: 3 clusters Score -1339074 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1339552.250000 Penalty: 4629.694336
	Iteration 2F: 3 clusters Score -1339552 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1340072.875000 Penalty: 4629.694336
	Iteration 3F: 3 clusters Score -1340073 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1340608.250000 Penalty: 4629.694336
	Iteration 4F: 3 clusters Score -1340608 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1341046.625000 Penalty: 4629.694336
	Iteration 5F: 3 clusters Score -1341047 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1341400.250000 Penalty: 4629.694336
	Iteration 6Q: 3 clusters Score -1341400 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1341677.375000 Penalty: 4629.694336
	Iteration 7Q: 3 clusters Score -1341677 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1341880.625000 Penalty: 4629.694336
	Iteration 8Q: 3 clusters Score -1341881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1342003.000000 Penalty: 4629.694336
	Iteration 9Q: 3 clusters Score -1342003 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1342088.000000 Penalty: 4629.694336
	Iteration 10Q: 3 clusters Score -1342088 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1342158.750000 Penalty: 4629.694336
	Iteration 11Q: 3 clusters Score -1342159 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1342214.750000 Penalty: 4629.694336
	Iteration 12Q: 3 clusters Score -1342215 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1342274.250000 Penalty: 4629.694336
	Iteration 13Q: 3 clusters Score -1342274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1342312.375000 Penalty: 4629.694336
	Iteration 14Q: 3 clusters Score -1342312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1342349.125000 Penalty: 4629.694336
	Iteration 15Q: 3 clusters Score -1342349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1342379.750000 Penalty: 4629.694336
	Iteration 16Q: 3 clusters Score -1342380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1342408.250000 Penalty: 4629.694336
	Iteration 17Q: 3 clusters Score -1342408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1342422.750000 Penalty: 4629.694336
	Iteration 18Q: 3 clusters Score -1342423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1342440.500000 Penalty: 4629.694336
	Iteration 19Q: 3 clusters Score -1342440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1342455.500000 Penalty: 4629.694336
	Iteration 20F: 3 clusters Score -1342456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1342466.875000 Penalty: 4629.694336
	Iteration 21Q: 3 clusters Score -1342467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1342479.000000 Penalty: 4629.694336
	Iteration 22Q: 3 clusters Score -1342479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1342488.750000 Penalty: 4629.694336
	Iteration 23Q: 3 clusters Score -1342489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1342498.250000 Penalty: 4629.694336
	Iteration 24Q: 3 clusters Score -1342498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1342509.750000 Penalty: 4629.694336
	Iteration 25Q: 3 clusters Score -1342510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1342519.125000 Penalty: 4629.694336
	Iteration 26Q: 3 clusters Score -1342519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1342532.625000 Penalty: 4629.694336
	Iteration 27Q: 3 clusters Score -1342533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1342552.250000 Penalty: 4629.694336
	Iteration 28Q: 3 clusters Score -1342552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1342561.125000 Penalty: 4629.694336
	Iteration 29Q: 3 clusters Score -1342561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1342580.250000 Penalty: 4629.694336
	Iteration 30Q: 3 clusters Score -1342580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1342591.000000 Penalty: 4629.694336
	Iteration 31Q: 3 clusters Score -1342591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1342603.625000 Penalty: 4629.694336
	Iteration 32Q: 3 clusters Score -1342604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1342608.875000 Penalty: 4629.694336
	Iteration 33Q: 3 clusters Score -1342609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1342615.500000 Penalty: 4629.694336
	Iteration 34Q: 3 clusters Score -1342616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1342624.750000 Penalty: 4629.694336
	Iteration 35Q: 3 clusters Score -1342625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1342630.375000 Penalty: 4629.694336
	Iteration 36Q: 3 clusters Score -1342630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1342635.000000 Penalty: 4629.694336
	Iteration 37Q: 3 clusters Score -1342635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1342643.375000 Penalty: 4629.694336
	Iteration 38Q: 3 clusters Score -1342643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1342653.375000 Penalty: 4629.694336
	Iteration 39Q: 3 clusters Score -1342653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1342660.500000 Penalty: 4629.694336
	Iteration 40F: 3 clusters Score -1342660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1342667.625000 Penalty: 4629.694336
	Iteration 41Q: 3 clusters Score -1342668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1342674.500000 Penalty: 4629.694336
	Iteration 42Q: 3 clusters Score -1342674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1342680.375000 Penalty: 4629.694336
	Iteration 43Q: 3 clusters Score -1342680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1342692.750000 Penalty: 4629.694336
	Iteration 44Q: 3 clusters Score -1342693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1342706.250000 Penalty: 4629.694336
	Iteration 45Q: 3 clusters Score -1342706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1342716.500000 Penalty: 4629.694336
	Iteration 46Q: 3 clusters Score -1342716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1342728.500000 Penalty: 4629.694336
	Iteration 47Q: 3 clusters Score -1342728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1342733.125000 Penalty: 4629.694336
	Iteration 48Q: 3 clusters Score -1342733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1342740.750000 Penalty: 4629.694336
	Iteration 49Q: 3 clusters Score -1342741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1342752.750000 Penalty: 4629.694336
	Iteration 50Q: 3 clusters Score -1342753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1342763.000000 Penalty: 4629.694336
	Iteration 51Q: 3 clusters Score -1342763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1342782.625000 Penalty: 4629.694336
	Iteration 52Q: 3 clusters Score -1342783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1342805.125000 Penalty: 4629.694336
	Iteration 53Q: 3 clusters Score -1342805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1342818.500000 Penalty: 4629.694336
	Iteration 54Q: 3 clusters Score -1342818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1342833.500000 Penalty: 4629.694336
	Iteration 55Q: 3 clusters Score -1342834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1342849.750000 Penalty: 4629.694336
	Iteration 56Q: 3 clusters Score -1342850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1342857.250000 Penalty: 4629.694336
	Iteration 57Q: 3 clusters Score -1342857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1342869.750000 Penalty: 4629.694336
	Iteration 58Q: 3 clusters Score -1342870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1342882.375000 Penalty: 4629.694336
	Iteration 59Q: 3 clusters Score -1342882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1342889.125000 Penalty: 4629.694336
	Iteration 60F: 3 clusters Score -1342889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1342897.625000 Penalty: 4629.694336
	Iteration 61Q: 3 clusters Score -1342898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1342903.750000 Penalty: 4629.694336
	Iteration 62Q: 3 clusters Score -1342904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1342910.625000 Penalty: 4629.694336
	Iteration 63Q: 3 clusters Score -1342911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1342917.125000 Penalty: 4629.694336
	Iteration 64Q: 3 clusters Score -1342917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1342919.375000 Penalty: 4629.694336
	Iteration 65Q: 3 clusters Score -1342919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1342917.875000 Penalty: 4629.694336
	Iteration 66Q: 3 clusters Score -1342918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1342916.125000 Penalty: 4629.694336
	Iteration 67Q: 3 clusters Score -1342916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1342920.375000 Penalty: 4629.694336
	Iteration 68Q: 3 clusters Score -1342920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1342923.000000 Penalty: 4629.694336
	Iteration 69Q: 3 clusters Score -1342923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1342923.500000 Penalty: 4629.694336
	Iteration 70Q: 3 clusters Score -1342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1342923.625000 Penalty: 4629.694336
	Iteration 71Q: 3 clusters Score -1342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1342923.625000 Penalty: 4629.694336
	Iteration 72Q: 3 clusters Score -1342924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1342927.125000 Penalty: 4629.694336
	Iteration 73Q: 3 clusters Score -1342927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1342924.875000 Penalty: 4629.694336
	Iteration 74Q: 3 clusters Score -1342925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1342924.875000 Penalty: 4629.694336
	Iteration 75F: 3 clusters Score -1342925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -275488.750000 Penalty: 1950.947021
	Iteration 0F: 2 clusters Score -275488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -272587.437500 Penalty: 3901.894043
	Iteration 0F: 3 clusters Score -272587.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -273277.843750 Penalty: 3901.894043
	Iteration 1F: 3 clusters Score -273277.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -273486.625000 Penalty: 3901.894043
	Iteration 2F: 3 clusters Score -273486.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -273601.406250 Penalty: 3901.894043
	Iteration 3F: 3 clusters Score -273601.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -273702.718750 Penalty: 3901.894043
	Iteration 4Q: 3 clusters Score -273702.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -273788.093750 Penalty: 3901.894043
	Iteration 5Q: 3 clusters Score -273788.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -273864.562500 Penalty: 3901.894043
	Iteration 6Q: 3 clusters Score -273864.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -273928.625000 Penalty: 3901.894043
	Iteration 7Q: 3 clusters Score -273928.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -273968.531250 Penalty: 3901.894043
	Iteration 8Q: 3 clusters Score -273968.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -273991.406250 Penalty: 3901.894043
	Iteration 9Q: 3 clusters Score -273991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -274002.781250 Penalty: 3901.894043
	Iteration 10Q: 3 clusters Score -274002.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -274016.593750 Penalty: 3901.894043
	Iteration 11Q: 3 clusters Score -274016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -274031.687500 Penalty: 3901.894043
	Iteration 12Q: 3 clusters Score -274031.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -274050.250000 Penalty: 3901.894043
	Iteration 13Q: 3 clusters Score -274050.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -274067.687500 Penalty: 3901.894043
	Iteration 14Q: 3 clusters Score -274067.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -274092.500000 Penalty: 3901.894043
	Iteration 15Q: 3 clusters Score -274092.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -274110.218750 Penalty: 3901.894043
	Iteration 16Q: 3 clusters Score -274110.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -274125.156250 Penalty: 3901.894043
	Iteration 17Q: 3 clusters Score -274125.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -274134.687500 Penalty: 3901.894043
	Iteration 18Q: 3 clusters Score -274134.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -274149.843750 Penalty: 3901.894043
	Iteration 19Q: 3 clusters Score -274149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -274162.375000 Penalty: 3901.894043
	Iteration 20F: 3 clusters Score -274162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -274168.281250 Penalty: 3901.894043
	Iteration 21Q: 3 clusters Score -274168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -274173.156250 Penalty: 3901.894043
	Iteration 22Q: 3 clusters Score -274173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -274178.000000 Penalty: 3901.894043
	Iteration 23Q: 3 clusters Score -274178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -274179.656250 Penalty: 3901.894043
	Iteration 24Q: 3 clusters Score -274179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -274181.468750 Penalty: 3901.894043
	Iteration 25Q: 3 clusters Score -274181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -274183.218750 Penalty: 3901.894043
	Iteration 26Q: 3 clusters Score -274183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274184.281250 Penalty: 3901.894043
	Iteration 27Q: 3 clusters Score -274184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274184.781250 Penalty: 3901.894043
	Iteration 28Q: 3 clusters Score -274184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -274184.750000 Penalty: 3901.894043
	Iteration 29Q: 3 clusters Score -274184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274185.406250 Penalty: 3901.894043
	Iteration 30Q: 3 clusters Score -274185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -274185.406250 Penalty: 3901.894043
	Iteration 31F: 3 clusters Score -274185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69259.117188 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -69259.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67657.882812 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67657.88 nChanged 123
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: -67875.382812 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67875.38 nChanged 30
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: -67936.890625 Penalty: 3177.812500
	Iteration 2Q: 3 clusters Score -67936.89 nChanged 12
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: -67962.328125 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -67962.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67981.703125 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -67981.7 nChanged 9
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: -68000.289062 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68000.29 nChanged 6
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: -68010.437500 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68010.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68012.375000 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68012.38 nChanged 1
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: -68014.882812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68014.88 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: -68024.515625 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68024.52 nChanged 3
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: -68032.351562 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68032.35 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: -68037.445312 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68037.45 nChanged 2
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: -68041.726562 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68041.73 nChanged 1
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: -68042.484375 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -68042.48 nChanged 0
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: -68042.484375 Penalty: 3177.812500
	Iteration 14F: 3 clusters Score -68042.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Entering Unmasked Estep 
Score: -4683075.500000 Penalty: 2615.009521
	Iteration 0F: 2 clusters Score -4683076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4657449.500000 Penalty: 5230.019043
	Iteration 0F: 3 clusters Score -4657450 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4667626.500000 Penalty: 5230.019043
	Iteration 1F: 3 clusters Score -4667626 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4669025.000000 Penalty: 5230.019043
	Iteration 2F: 3 clusters Score -4669025 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4670591.500000 Penalty: 5230.019043
	Iteration 3F: 3 clusters Score -4670592 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4672189.000000 Penalty: 5230.019043
	Iteration 4F: 3 clusters Score -4672189 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4673648.000000 Penalty: 5230.019043
	Iteration 5F: 3 clusters Score -4673648 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4674837.500000 Penalty: 5230.019043
	Iteration 6F: 3 clusters Score -4674838 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4675829.000000 Penalty: 5230.019043
	Iteration 7Q: 3 clusters Score -4675829 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -4676688.000000 Penalty: 5230.019043
	Iteration 8Q: 3 clusters Score -4676688 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4677622.500000 Penalty: 5230.019043
	Iteration 9Q: 3 clusters Score -4677622 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4678680.000000 Penalty: 5230.019043
	Iteration 10Q: 3 clusters Score -4678680 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4679540.000000 Penalty: 5230.019043
	Iteration 11Q: 3 clusters Score -4679540 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4680080.000000 Penalty: 5230.019043
	Iteration 12Q: 3 clusters Score -4680080 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -4680509.500000 Penalty: 5230.019043
	Iteration 13Q: 3 clusters Score -4680510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4680845.000000 Penalty: 5230.019043
	Iteration 14Q: 3 clusters Score -4680845 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -4681104.500000 Penalty: 5230.019043
	Iteration 15Q: 3 clusters Score -4681104 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4681293.500000 Penalty: 5230.019043
	Iteration 16Q: 3 clusters Score -4681294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4681448.500000 Penalty: 5230.019043
	Iteration 17Q: 3 clusters Score -4681448 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4681586.500000 Penalty: 5230.019043
	Iteration 18Q: 3 clusters Score -4681586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -4681674.000000 Penalty: 5230.019043
	Iteration 19Q: 3 clusters Score -4681674 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4681761.000000 Penalty: 5230.019043
	Iteration 20F: 3 clusters Score -4681761 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4681853.000000 Penalty: 5230.019043
	Iteration 21Q: 3 clusters Score -4681853 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4681938.000000 Penalty: 5230.019043
	Iteration 22Q: 3 clusters Score -4681938 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4681976.500000 Penalty: 5230.019043
	Iteration 23Q: 3 clusters Score -4681976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4682036.500000 Penalty: 5230.019043
	Iteration 24Q: 3 clusters Score -4682036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4682077.500000 Penalty: 5230.019043
	Iteration 25Q: 3 clusters Score -4682078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4682132.000000 Penalty: 5230.019043
	Iteration 26Q: 3 clusters Score -4682132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4682164.500000 Penalty: 5230.019043
	Iteration 27Q: 3 clusters Score -4682164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4682206.000000 Penalty: 5230.019043
	Iteration 28Q: 3 clusters Score -4682206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4682224.000000 Penalty: 5230.019043
	Iteration 29Q: 3 clusters Score -4682224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4682249.000000 Penalty: 5230.019043
	Iteration 30Q: 3 clusters Score -4682249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4682272.500000 Penalty: 5230.019043
	Iteration 31Q: 3 clusters Score -4682272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4682291.500000 Penalty: 5230.019043
	Iteration 32Q: 3 clusters Score -4682292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4682301.500000 Penalty: 5230.019043
	Iteration 33Q: 3 clusters Score -4682302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4682318.000000 Penalty: 5230.019043
	Iteration 34Q: 3 clusters Score -4682318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4682329.500000 Penalty: 5230.019043
	Iteration 35Q: 3 clusters Score -4682330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4682344.000000 Penalty: 5230.019043
	Iteration 36Q: 3 clusters Score -4682344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4682342.500000 Penalty: 5230.019043
	Iteration 37Q: 3 clusters Score -4682342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4682340.500000 Penalty: 5230.019043
	Iteration 38Q: 3 clusters Score -4682340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4682338.000000 Penalty: 5230.019043
	Iteration 39Q: 3 clusters Score -4682338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4682332.000000 Penalty: 5230.019043
	Iteration 40F: 3 clusters Score -4682332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4682341.500000 Penalty: 5230.019043
	Iteration 41Q: 3 clusters Score -4682342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4682337.500000 Penalty: 5230.019043
	Iteration 42Q: 3 clusters Score -4682338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4682346.500000 Penalty: 5230.019043
	Iteration 43Q: 3 clusters Score -4682346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4682345.000000 Penalty: 5230.019043
	Iteration 44Q: 3 clusters Score -4682345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4682349.500000 Penalty: 5230.019043
	Iteration 45Q: 3 clusters Score -4682350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4682347.000000 Penalty: 5230.019043
	Iteration 46Q: 3 clusters Score -4682347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4682352.000000 Penalty: 5230.019043
	Iteration 47Q: 3 clusters Score -4682352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4682347.500000 Penalty: 5230.019043
	Iteration 48Q: 3 clusters Score -4682348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4682352.000000 Penalty: 5230.019043
	Iteration 49Q: 3 clusters Score -4682352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4682352.500000 Penalty: 5230.019043
	Iteration 50Q: 3 clusters Score -4682352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4682349.500000 Penalty: 5230.019043
	Iteration 51Q: 3 clusters Score -4682350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4682346.000000 Penalty: 5230.019043
	Iteration 52Q: 3 clusters Score -4682346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4682347.500000 Penalty: 5230.019043
	Iteration 53Q: 3 clusters Score -4682348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4682346.000000 Penalty: 5230.019043
	Iteration 54Q: 3 clusters Score -4682346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4682344.500000 Penalty: 5230.019043
	Iteration 55Q: 3 clusters Score -4682344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4682348.000000 Penalty: 5230.019043
	Iteration 56Q: 3 clusters Score -4682348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4682354.500000 Penalty: 5230.019043
	Iteration 57Q: 3 clusters Score -4682354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4682349.500000 Penalty: 5230.019043
	Iteration 58Q: 3 clusters Score -4682350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4682348.500000 Penalty: 5230.019043
	Iteration 59Q: 3 clusters Score -4682348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4682351.500000 Penalty: 5230.019043
	Iteration 60F: 3 clusters Score -4682352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4682349.500000 Penalty: 5230.019043
	Iteration 61Q: 3 clusters Score -4682350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4682353.500000 Penalty: 5230.019043
	Iteration 62Q: 3 clusters Score -4682354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4682353.500000 Penalty: 5230.019043
	Iteration 63F: 3 clusters Score -4682354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Entering Unmasked Estep 
Score: -1255978.250000 Penalty: 2289.779541
	Iteration 0F: 2 clusters Score -1255978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1248121.500000 Penalty: 4579.559082
	Iteration 0F: 3 clusters Score -1248122 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1250376.625000 Penalty: 4579.559082
	Iteration 1F: 3 clusters Score -1250377 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1250751.500000 Penalty: 4579.559082
	Iteration 2F: 3 clusters Score -1250752 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1251086.750000 Penalty: 4579.559082
	Iteration 3F: 3 clusters Score -1251087 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1251448.125000 Penalty: 4579.559082
	Iteration 4F: 3 clusters Score -1251448 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1251895.125000 Penalty: 4579.559082
	Iteration 5F: 3 clusters Score -1251895 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1252324.875000 Penalty: 4579.559082
	Iteration 6F: 3 clusters Score -1252325 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1252729.750000 Penalty: 4579.559082
	Iteration 7F: 3 clusters Score -1252730 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1253111.500000 Penalty: 4579.559082
	Iteration 8F: 3 clusters Score -1253112 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1253375.250000 Penalty: 4579.559082
	Iteration 9Q: 3 clusters Score -1253375 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1253544.750000 Penalty: 4579.559082
	Iteration 10Q: 3 clusters Score -1253545 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1253657.750000 Penalty: 4579.559082
	Iteration 11Q: 3 clusters Score -1253658 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1253747.250000 Penalty: 4579.559082
	Iteration 12Q: 3 clusters Score -1253747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1253808.375000 Penalty: 4579.559082
	Iteration 13Q: 3 clusters Score -1253808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1253855.500000 Penalty: 4579.559082
	Iteration 14Q: 3 clusters Score -1253856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1253913.000000 Penalty: 4579.559082
	Iteration 15Q: 3 clusters Score -1253913 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1253957.500000 Penalty: 4579.559082
	Iteration 16Q: 3 clusters Score -1253958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1254000.750000 Penalty: 4579.559082
	Iteration 17Q: 3 clusters Score -1254001 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1254054.375000 Penalty: 4579.559082
	Iteration 18Q: 3 clusters Score -1254054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1254106.500000 Penalty: 4579.559082
	Iteration 19Q: 3 clusters Score -1254106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1254159.500000 Penalty: 4579.559082
	Iteration 20F: 3 clusters Score -1254160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1254218.375000 Penalty: 4579.559082
	Iteration 21Q: 3 clusters Score -1254218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1254267.750000 Penalty: 4579.559082
	Iteration 22Q: 3 clusters Score -1254268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1254317.625000 Penalty: 4579.559082
	Iteration 23Q: 3 clusters Score -1254318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1254378.500000 Penalty: 4579.559082
	Iteration 24Q: 3 clusters Score -1254378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1254436.125000 Penalty: 4579.559082
	Iteration 25Q: 3 clusters Score -1254436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1254501.125000 Penalty: 4579.559082
	Iteration 26Q: 3 clusters Score -1254501 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1254581.875000 Penalty: 4579.559082
	Iteration 27Q: 3 clusters Score -1254582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1254653.250000 Penalty: 4579.559082
	Iteration 28Q: 3 clusters Score -1254653 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1254739.375000 Penalty: 4579.559082
	Iteration 29Q: 3 clusters Score -1254739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1254814.000000 Penalty: 4579.559082
	Iteration 30Q: 3 clusters Score -1254814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1254871.000000 Penalty: 4579.559082
	Iteration 31Q: 3 clusters Score -1254871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1254919.750000 Penalty: 4579.559082
	Iteration 32Q: 3 clusters Score -1254920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1254954.500000 Penalty: 4579.559082
	Iteration 33Q: 3 clusters Score -1254954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1254988.000000 Penalty: 4579.559082
	Iteration 34Q: 3 clusters Score -1254988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1255022.250000 Penalty: 4579.559082
	Iteration 35Q: 3 clusters Score -1255022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1255042.000000 Penalty: 4579.559082
	Iteration 36Q: 3 clusters Score -1255042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1255065.375000 Penalty: 4579.559082
	Iteration 37Q: 3 clusters Score -1255065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1255098.500000 Penalty: 4579.559082
	Iteration 38Q: 3 clusters Score -1255098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1255120.500000 Penalty: 4579.559082
	Iteration 39Q: 3 clusters Score -1255120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1255140.000000 Penalty: 4579.559082
	Iteration 40F: 3 clusters Score -1255140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1255152.000000 Penalty: 4579.559082
	Iteration 41Q: 3 clusters Score -1255152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1255161.375000 Penalty: 4579.559082
	Iteration 42Q: 3 clusters Score -1255161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1255174.625000 Penalty: 4579.559082
	Iteration 43Q: 3 clusters Score -1255175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1255183.500000 Penalty: 4579.559082
	Iteration 44Q: 3 clusters Score -1255184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1255187.750000 Penalty: 4579.559082
	Iteration 45Q: 3 clusters Score -1255188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1255195.750000 Penalty: 4579.559082
	Iteration 46Q: 3 clusters Score -1255196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1255202.625000 Penalty: 4579.559082
	Iteration 47Q: 3 clusters Score -1255203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1255206.750000 Penalty: 4579.559082
	Iteration 48Q: 3 clusters Score -1255207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1255216.125000 Penalty: 4579.559082
	Iteration 49Q: 3 clusters Score -1255216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1255222.250000 Penalty: 4579.559082
	Iteration 50Q: 3 clusters Score -1255222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1255234.750000 Penalty: 4579.559082
	Iteration 51Q: 3 clusters Score -1255235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1255243.125000 Penalty: 4579.559082
	Iteration 52Q: 3 clusters Score -1255243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1255251.500000 Penalty: 4579.559082
	Iteration 53Q: 3 clusters Score -1255252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1255258.625000 Penalty: 4579.559082
	Iteration 54Q: 3 clusters Score -1255259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1255261.500000 Penalty: 4579.559082
	Iteration 55Q: 3 clusters Score -1255262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1255265.750000 Penalty: 4579.559082
	Iteration 56Q: 3 clusters Score -1255266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1255268.875000 Penalty: 4579.559082
	Iteration 57Q: 3 clusters Score -1255269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1255271.625000 Penalty: 4579.559082
	Iteration 58Q: 3 clusters Score -1255272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1255275.250000 Penalty: 4579.559082
	Iteration 59Q: 3 clusters Score -1255275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1255279.125000 Penalty: 4579.559082
	Iteration 60F: 3 clusters Score -1255279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1255282.875000 Penalty: 4579.559082
	Iteration 61Q: 3 clusters Score -1255283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1255287.625000 Penalty: 4579.559082
	Iteration 62Q: 3 clusters Score -1255288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1255289.250000 Penalty: 4579.559082
	Iteration 63Q: 3 clusters Score -1255289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1255296.125000 Penalty: 4579.559082
	Iteration 64Q: 3 clusters Score -1255296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1255299.000000 Penalty: 4579.559082
	Iteration 65Q: 3 clusters Score -1255299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1255303.250000 Penalty: 4579.559082
	Iteration 66Q: 3 clusters Score -1255303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1255308.875000 Penalty: 4579.559082
	Iteration 67Q: 3 clusters Score -1255309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1255309.250000 Penalty: 4579.559082
	Iteration 68Q: 3 clusters Score -1255309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1255312.500000 Penalty: 4579.559082
	Iteration 69Q: 3 clusters Score -1255312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1255312.500000 Penalty: 4579.559082
	Iteration 70F: 3 clusters Score -1255312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -682712.187500 Penalty: 2144.366943
	Iteration 0F: 2 clusters Score -682712.2 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 2839 members 
Entering Unmasked Estep 
Score: -677746.875000 Penalty: 4288.733887
	Iteration 0F: 3 clusters Score -677746.9 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -678930.312500 Penalty: 4288.733887
	Iteration 1F: 3 clusters Score -678930.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -679145.062500 Penalty: 4288.733887
	Iteration 2F: 3 clusters Score -679145.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -679281.250000 Penalty: 4288.733887
	Iteration 3Q: 3 clusters Score -679281.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -679374.562500 Penalty: 4288.733887
	Iteration 4Q: 3 clusters Score -679374.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -679441.687500 Penalty: 4288.733887
	Iteration 5Q: 3 clusters Score -679441.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -679498.000000 Penalty: 4288.733887
	Iteration 6Q: 3 clusters Score -679498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -679564.062500 Penalty: 4288.733887
	Iteration 7Q: 3 clusters Score -679564.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -679631.562500 Penalty: 4288.733887
	Iteration 8Q: 3 clusters Score -679631.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -679696.812500 Penalty: 4288.733887
	Iteration 9Q: 3 clusters Score -679696.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -679789.500000 Penalty: 4288.733887
	Iteration 10Q: 3 clusters Score -679789.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -679901.000000 Penalty: 4288.733887
	Iteration 11Q: 3 clusters Score -679901 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -680018.125000 Penalty: 4288.733887
	Iteration 12Q: 3 clusters Score -680018.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -680159.875000 Penalty: 4288.733887
	Iteration 13Q: 3 clusters Score -680159.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -680306.875000 Penalty: 4288.733887
	Iteration 14Q: 3 clusters Score -680306.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -680444.750000 Penalty: 4288.733887
	Iteration 15Q: 3 clusters Score -680444.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -680571.812500 Penalty: 4288.733887
	Iteration 16Q: 3 clusters Score -680571.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -680679.312500 Penalty: 4288.733887
	Iteration 17Q: 3 clusters Score -680679.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -680766.312500 Penalty: 4288.733887
	Iteration 18Q: 3 clusters Score -680766.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -680851.625000 Penalty: 4288.733887
	Iteration 19Q: 3 clusters Score -680851.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -680928.312500 Penalty: 4288.733887
	Iteration 20F: 3 clusters Score -680928.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -681007.687500 Penalty: 4288.733887
	Iteration 21Q: 3 clusters Score -681007.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -681087.437500 Penalty: 4288.733887
	Iteration 22Q: 3 clusters Score -681087.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -681159.312500 Penalty: 4288.733887
	Iteration 23Q: 3 clusters Score -681159.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -681253.562500 Penalty: 4288.733887
	Iteration 24Q: 3 clusters Score -681253.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -681343.437500 Penalty: 4288.733887
	Iteration 25Q: 3 clusters Score -681343.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -681411.187500 Penalty: 4288.733887
	Iteration 26Q: 3 clusters Score -681411.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -681443.562500 Penalty: 4288.733887
	Iteration 27Q: 3 clusters Score -681443.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -681463.562500 Penalty: 4288.733887
	Iteration 28Q: 3 clusters Score -681463.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -681473.375000 Penalty: 4288.733887
	Iteration 29Q: 3 clusters Score -681473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -681473.250000 Penalty: 4288.733887
	Iteration 30Q: 3 clusters Score -681473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -681474.062500 Penalty: 4288.733887
	Iteration 31Q: 3 clusters Score -681474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -681475.000000 Penalty: 4288.733887
	Iteration 32Q: 3 clusters Score -681475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -681474.375000 Penalty: 4288.733887
	Iteration 33Q: 3 clusters Score -681474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -681473.937500 Penalty: 4288.733887
	Iteration 34Q: 3 clusters Score -681473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -681475.187500 Penalty: 4288.733887
	Iteration 35Q: 3 clusters Score -681475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -681475.062500 Penalty: 4288.733887
	Iteration 36Q: 3 clusters Score -681475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -681475.062500 Penalty: 4288.733887
	Iteration 37F: 3 clusters Score -681475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -595247.562500 Penalty: 2109.821533
	Iteration 0F: 2 clusters Score -595247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -590757.812500 Penalty: 4219.643066
	Iteration 0F: 3 clusters Score -590757.8 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -591826.062500 Penalty: 4219.643066
	Iteration 1F: 3 clusters Score -591826.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -592036.062500 Penalty: 4219.643066
	Iteration 2F: 3 clusters Score -592036.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -592168.750000 Penalty: 4219.643066
	Iteration 3F: 3 clusters Score -592168.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -592261.750000 Penalty: 4219.643066
	Iteration 4Q: 3 clusters Score -592261.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -592363.437500 Penalty: 4219.643066
	Iteration 5Q: 3 clusters Score -592363.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -592477.437500 Penalty: 4219.643066
	Iteration 6Q: 3 clusters Score -592477.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -592579.375000 Penalty: 4219.643066
	Iteration 7Q: 3 clusters Score -592579.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -592651.375000 Penalty: 4219.643066
	Iteration 8Q: 3 clusters Score -592651.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -592719.062500 Penalty: 4219.643066
	Iteration 9Q: 3 clusters Score -592719.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -592790.187500 Penalty: 4219.643066
	Iteration 10Q: 3 clusters Score -592790.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -592857.000000 Penalty: 4219.643066
	Iteration 11Q: 3 clusters Score -592857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -592920.312500 Penalty: 4219.643066
	Iteration 12Q: 3 clusters Score -592920.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -592966.125000 Penalty: 4219.643066
	Iteration 13Q: 3 clusters Score -592966.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -593003.125000 Penalty: 4219.643066
	Iteration 14Q: 3 clusters Score -593003.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -593030.125000 Penalty: 4219.643066
	Iteration 15Q: 3 clusters Score -593030.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -593055.312500 Penalty: 4219.643066
	Iteration 16Q: 3 clusters Score -593055.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -593078.750000 Penalty: 4219.643066
	Iteration 17Q: 3 clusters Score -593078.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -593101.625000 Penalty: 4219.643066
	Iteration 18Q: 3 clusters Score -593101.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -593119.375000 Penalty: 4219.643066
	Iteration 19Q: 3 clusters Score -593119.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -593131.562500 Penalty: 4219.643066
	Iteration 20F: 3 clusters Score -593131.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -593146.250000 Penalty: 4219.643066
	Iteration 21Q: 3 clusters Score -593146.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -593155.562500 Penalty: 4219.643066
	Iteration 22Q: 3 clusters Score -593155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -593166.625000 Penalty: 4219.643066
	Iteration 23Q: 3 clusters Score -593166.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -593178.125000 Penalty: 4219.643066
	Iteration 24Q: 3 clusters Score -593178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -593192.187500 Penalty: 4219.643066
	Iteration 25Q: 3 clusters Score -593192.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -593203.125000 Penalty: 4219.643066
	Iteration 26Q: 3 clusters Score -593203.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -593212.375000 Penalty: 4219.643066
	Iteration 27Q: 3 clusters Score -593212.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -593219.812500 Penalty: 4219.643066
	Iteration 28Q: 3 clusters Score -593219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -593222.750000 Penalty: 4219.643066
	Iteration 29Q: 3 clusters Score -593222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -593225.375000 Penalty: 4219.643066
	Iteration 30Q: 3 clusters Score -593225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -593225.687500 Penalty: 4219.643066
	Iteration 31Q: 3 clusters Score -593225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -593227.937500 Penalty: 4219.643066
	Iteration 32Q: 3 clusters Score -593227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -593228.500000 Penalty: 4219.643066
	Iteration 33Q: 3 clusters Score -593228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -593228.187500 Penalty: 4219.643066
	Iteration 34Q: 3 clusters Score -593228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -593228.187500 Penalty: 4219.643066
	Iteration 35F: 3 clusters Score -593228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -296805.312500 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -296805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -293846.718750 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -293846.7 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -294451.687500 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -294451.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294674.875000 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -294674.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -294891.843750 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -294891.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -295050.593750 Penalty: 3900.942627
	Iteration 4F: 3 clusters Score -295050.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -295174.468750 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -295174.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -295278.031250 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -295278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -295352.718750 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -295352.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -295408.937500 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -295408.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -295455.781250 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -295455.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -295494.343750 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -295494.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -295516.812500 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -295516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -295529.531250 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -295529.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -295539.500000 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -295539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295548.968750 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -295549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -295560.843750 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -295560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -295574.125000 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -295574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -295584.406250 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -295584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -295595.718750 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -295595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -295602.531250 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -295602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295605.875000 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -295605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295608.250000 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -295608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -295611.812500 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -295611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -295620.000000 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -295620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -295629.468750 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -295629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -295640.468750 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -295640.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -295645.937500 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -295645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -295647.625000 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -295647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -295650.906250 Penalty: 3900.942627
	Iteration 28Q: 3 clusters Score -295650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -295655.562500 Penalty: 3900.942627
	Iteration 29Q: 3 clusters Score -295655.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -295658.531250 Penalty: 3900.942627
	Iteration 30Q: 3 clusters Score -295658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -295660.687500 Penalty: 3900.942627
	Iteration 31Q: 3 clusters Score -295660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -295664.031250 Penalty: 3900.942627
	Iteration 32Q: 3 clusters Score -295664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -295666.812500 Penalty: 3900.942627
	Iteration 33Q: 3 clusters Score -295666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -295667.531250 Penalty: 3900.942627
	Iteration 34Q: 3 clusters Score -295667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -295670.406250 Penalty: 3900.942627
	Iteration 35Q: 3 clusters Score -295670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -295671.093750 Penalty: 3900.942627
	Iteration 36Q: 3 clusters Score -295671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -295671.500000 Penalty: 3900.942627
	Iteration 37Q: 3 clusters Score -295671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -295671.906250 Penalty: 3900.942627
	Iteration 38Q: 3 clusters Score -295671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -295671.906250 Penalty: 3900.942627
	Iteration 39F: 3 clusters Score -295671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Entering Unmasked Estep 
Score: -2039804.125000 Penalty: 2406.455566
	Iteration 0F: 2 clusters Score -2039804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2027957.500000 Penalty: 4812.911133
	Iteration 0F: 3 clusters Score -2027958 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2031839.500000 Penalty: 4812.911133
	Iteration 1F: 3 clusters Score -2031840 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2032222.250000 Penalty: 4812.911133
	Iteration 2F: 3 clusters Score -2032222 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2032532.250000 Penalty: 4812.911133
	Iteration 3Q: 3 clusters Score -2032532 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2032878.250000 Penalty: 4812.911133
	Iteration 4Q: 3 clusters Score -2032878 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2033272.625000 Penalty: 4812.911133
	Iteration 5Q: 3 clusters Score -2033273 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2033773.125000 Penalty: 4812.911133
	Iteration 6F: 3 clusters Score -2033773 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2034458.750000 Penalty: 4812.911133
	Iteration 7F: 3 clusters Score -2034459 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2035265.875000 Penalty: 4812.911133
	Iteration 8F: 3 clusters Score -2035266 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2036106.750000 Penalty: 4812.911133
	Iteration 9F: 3 clusters Score -2036107 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2036795.375000 Penalty: 4812.911133
	Iteration 10F: 3 clusters Score -2036795 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2037230.875000 Penalty: 4812.911133
	Iteration 11Q: 3 clusters Score -2037231 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2037512.875000 Penalty: 4812.911133
	Iteration 12Q: 3 clusters Score -2037513 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2037725.250000 Penalty: 4812.911133
	Iteration 13Q: 3 clusters Score -2037725 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2037903.875000 Penalty: 4812.911133
	Iteration 14Q: 3 clusters Score -2037904 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2038038.000000 Penalty: 4812.911133
	Iteration 15Q: 3 clusters Score -2038038 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2038149.125000 Penalty: 4812.911133
	Iteration 16Q: 3 clusters Score -2038149 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2038230.750000 Penalty: 4812.911133
	Iteration 17Q: 3 clusters Score -2038231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2038295.125000 Penalty: 4812.911133
	Iteration 18Q: 3 clusters Score -2038295 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2038350.875000 Penalty: 4812.911133
	Iteration 19Q: 3 clusters Score -2038351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2038395.250000 Penalty: 4812.911133
	Iteration 20F: 3 clusters Score -2038395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2038440.625000 Penalty: 4812.911133
	Iteration 21Q: 3 clusters Score -2038441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2038467.000000 Penalty: 4812.911133
	Iteration 22Q: 3 clusters Score -2038467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2038494.125000 Penalty: 4812.911133
	Iteration 23Q: 3 clusters Score -2038494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2038516.375000 Penalty: 4812.911133
	Iteration 24Q: 3 clusters Score -2038516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2038525.750000 Penalty: 4812.911133
	Iteration 25Q: 3 clusters Score -2038526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2038533.000000 Penalty: 4812.911133
	Iteration 26Q: 3 clusters Score -2038533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2038547.500000 Penalty: 4812.911133
	Iteration 27Q: 3 clusters Score -2038548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2038554.625000 Penalty: 4812.911133
	Iteration 28Q: 3 clusters Score -2038555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2038560.250000 Penalty: 4812.911133
	Iteration 29Q: 3 clusters Score -2038560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2038567.375000 Penalty: 4812.911133
	Iteration 30Q: 3 clusters Score -2038567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2038575.750000 Penalty: 4812.911133
	Iteration 31Q: 3 clusters Score -2038576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2038576.625000 Penalty: 4812.911133
	Iteration 32Q: 3 clusters Score -2038577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2038580.750000 Penalty: 4812.911133
	Iteration 33Q: 3 clusters Score -2038581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2038586.000000 Penalty: 4812.911133
	Iteration 34Q: 3 clusters Score -2038586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2038586.625000 Penalty: 4812.911133
	Iteration 35Q: 3 clusters Score -2038587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2038586.375000 Penalty: 4812.911133
	Iteration 36Q: 3 clusters Score -2038586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2038586.875000 Penalty: 4812.911133
	Iteration 37Q: 3 clusters Score -2038587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2038589.125000 Penalty: 4812.911133
	Iteration 38Q: 3 clusters Score -2038589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2038596.875000 Penalty: 4812.911133
	Iteration 39Q: 3 clusters Score -2038597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2038601.250000 Penalty: 4812.911133
	Iteration 40F: 3 clusters Score -2038601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2038599.750000 Penalty: 4812.911133
	Iteration 41Q: 3 clusters Score -2038600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2038605.625000 Penalty: 4812.911133
	Iteration 42Q: 3 clusters Score -2038606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2038604.875000 Penalty: 4812.911133
	Iteration 43Q: 3 clusters Score -2038605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2038610.250000 Penalty: 4812.911133
	Iteration 44Q: 3 clusters Score -2038610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2038610.375000 Penalty: 4812.911133
	Iteration 45Q: 3 clusters Score -2038610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2038613.125000 Penalty: 4812.911133
	Iteration 46Q: 3 clusters Score -2038613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2038613.125000 Penalty: 4812.911133
	Iteration 47F: 3 clusters Score -2038613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15527.813477 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15527.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15756.471680 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15756.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15890.923828 Penalty: 2642.626465
	Iteration 2F: 3 clusters Score -15890.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15903.497070 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15908.177734 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -15908.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15911.647461 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -15911.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15911.647461 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -15911.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -763405.937500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -763405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -758076.562500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -758076.6 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -759378.937500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -759378.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -759599.375000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -759599.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -759719.500000 Penalty: 4332.740723
	Iteration 3Q: 3 clusters Score -759719.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -759798.750000 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -759798.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -759858.750000 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -759858.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -759915.000000 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -759915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -759962.000000 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -759962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -760012.312500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -760012.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -760066.312500 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -760066.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -760108.125000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -760108.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -760152.750000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -760152.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -760201.500000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -760201.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -760261.875000 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -760261.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -760323.812500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -760323.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -760415.875000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -760415.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -760529.562500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -760529.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -760646.687500 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -760646.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -760765.687500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -760765.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -760890.125000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -760890.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -761018.625000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -761018.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -761125.000000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -761125 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -761215.625000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -761215.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -761300.437500 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -761300.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -761362.875000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -761362.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -761413.437500 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -761413.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -761449.937500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -761449.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -761471.375000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -761471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -761481.875000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -761481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -761493.875000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -761493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -761504.375000 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -761504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -761513.250000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -761513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -761524.750000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -761524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -761530.062500 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -761530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -761530.500000 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -761530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -761534.750000 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -761534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -761535.187500 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -761535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -761536.750000 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -761536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -761537.750000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -761537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -761538.250000 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -761538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -761540.437500 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -761540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -761540.625000 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -761540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -761540.625000 Penalty: 4332.740723
	Iteration 42F: 3 clusters Score -761540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -189083.718750 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -189083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186711.437500 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -186711.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187125.187500 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -187125.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187235.203125 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -187235.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187308.093750 Penalty: 3685.630615
	Iteration 3Q: 3 clusters Score -187308.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187376.265625 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -187376.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -187443.187500 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -187443.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187489.359375 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -187489.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187524.109375 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -187524.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -187543.281250 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -187543.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187562.359375 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -187562.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187576.250000 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -187576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187590.921875 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -187590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187605.796875 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -187605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187622.718750 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -187622.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187641.890625 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -187641.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187667.890625 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -187667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187684.109375 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -187684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -187700.203125 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -187700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -187708.375000 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -187708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187713.859375 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -187713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187718.000000 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -187718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187720.984375 Penalty: 3685.630615
	Iteration 21Q: 3 clusters Score -187721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187724.515625 Penalty: 3685.630615
	Iteration 22Q: 3 clusters Score -187724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187732.281250 Penalty: 3685.630615
	Iteration 23Q: 3 clusters Score -187732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -187741.453125 Penalty: 3685.630615
	Iteration 24Q: 3 clusters Score -187741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -187745.359375 Penalty: 3685.630615
	Iteration 25Q: 3 clusters Score -187745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -187753.421875 Penalty: 3685.630615
	Iteration 26Q: 3 clusters Score -187753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -187761.031250 Penalty: 3685.630615
	Iteration 27Q: 3 clusters Score -187761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187768.968750 Penalty: 3685.630615
	Iteration 28Q: 3 clusters Score -187769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187776.750000 Penalty: 3685.630615
	Iteration 29Q: 3 clusters Score -187776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187779.000000 Penalty: 3685.630615
	Iteration 30Q: 3 clusters Score -187779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -187782.343750 Penalty: 3685.630615
	Iteration 31Q: 3 clusters Score -187782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187783.765625 Penalty: 3685.630615
	Iteration 32Q: 3 clusters Score -187783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -187784.343750 Penalty: 3685.630615
	Iteration 33Q: 3 clusters Score -187784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187788.093750 Penalty: 3685.630615
	Iteration 34Q: 3 clusters Score -187788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187788.093750 Penalty: 3685.630615
	Iteration 35F: 3 clusters Score -187788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Entering Unmasked Estep 
Score: -6523170.000000 Penalty: 2690.447754
	Iteration 0F: 2 clusters Score -6523170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6488559.000000 Penalty: 5380.895508
	Iteration 0F: 3 clusters Score -6488559 nChanged 23718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6501793.000000 Penalty: 5380.895508
	Iteration 1F: 3 clusters Score -6501793 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6502203.500000 Penalty: 5380.895508
	Iteration 2Q: 3 clusters Score -6502204 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6502569.000000 Penalty: 5380.895508
	Iteration 3Q: 3 clusters Score -6502569 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -6502905.000000 Penalty: 5380.895508
	Iteration 4Q: 3 clusters Score -6502905 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6503243.000000 Penalty: 5380.895508
	Iteration 5Q: 3 clusters Score -6503243 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6503594.000000 Penalty: 5380.895508
	Iteration 6Q: 3 clusters Score -6503594 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6503973.000000 Penalty: 5380.895508
	Iteration 7Q: 3 clusters Score -6503973 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -6504353.500000 Penalty: 5380.895508
	Iteration 8Q: 3 clusters Score -6504354 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -6504819.000000 Penalty: 5380.895508
	Iteration 9Q: 3 clusters Score -6504819 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -6505326.000000 Penalty: 5380.895508
	Iteration 10Q: 3 clusters Score -6505326 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -6506033.500000 Penalty: 5380.895508
	Iteration 11Q: 3 clusters Score -6506034 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -6506919.500000 Penalty: 5380.895508
	Iteration 12Q: 3 clusters Score -6506920 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -6508019.000000 Penalty: 5380.895508
	Iteration 13Q: 3 clusters Score -6508019 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6509443.500000 Penalty: 5380.895508
	Iteration 14Q: 3 clusters Score -6509444 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -6511112.500000 Penalty: 5380.895508
	Iteration 15F: 3 clusters Score -6511112 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -6512773.000000 Penalty: 5380.895508
	Iteration 16Q: 3 clusters Score -6512773 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -6514519.000000 Penalty: 5380.895508
	Iteration 17Q: 3 clusters Score -6514519 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6516195.500000 Penalty: 5380.895508
	Iteration 18Q: 3 clusters Score -6516196 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6517621.500000 Penalty: 5380.895508
	Iteration 19Q: 3 clusters Score -6517622 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -6518863.500000 Penalty: 5380.895508
	Iteration 20F: 3 clusters Score -6518864 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6519689.000000 Penalty: 5380.895508
	Iteration 21Q: 3 clusters Score -6519689 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6520125.000000 Penalty: 5380.895508
	Iteration 22Q: 3 clusters Score -6520125 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6520428.000000 Penalty: 5380.895508
	Iteration 23Q: 3 clusters Score -6520428 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -6520574.000000 Penalty: 5380.895508
	Iteration 24Q: 3 clusters Score -6520574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6520696.000000 Penalty: 5380.895508
	Iteration 25Q: 3 clusters Score -6520696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6520773.000000 Penalty: 5380.895508
	Iteration 26Q: 3 clusters Score -6520773 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -6520817.000000 Penalty: 5380.895508
	Iteration 27Q: 3 clusters Score -6520817 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6520863.000000 Penalty: 5380.895508
	Iteration 28Q: 3 clusters Score -6520863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -6520875.000000 Penalty: 5380.895508
	Iteration 29Q: 3 clusters Score -6520875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6520898.000000 Penalty: 5380.895508
	Iteration 30Q: 3 clusters Score -6520898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6520912.500000 Penalty: 5380.895508
	Iteration 31Q: 3 clusters Score -6520912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6520940.000000 Penalty: 5380.895508
	Iteration 32Q: 3 clusters Score -6520940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6520941.000000 Penalty: 5380.895508
	Iteration 33Q: 3 clusters Score -6520941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6520950.000000 Penalty: 5380.895508
	Iteration 34Q: 3 clusters Score -6520950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6520949.000000 Penalty: 5380.895508
	Iteration 35Q: 3 clusters Score -6520949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6520955.000000 Penalty: 5380.895508
	Iteration 36Q: 3 clusters Score -6520955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6520957.000000 Penalty: 5380.895508
	Iteration 37Q: 3 clusters Score -6520957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6520957.000000 Penalty: 5380.895508
	Iteration 38Q: 3 clusters Score -6520957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6520957.000000 Penalty: 5380.895508
	Iteration 39F: 3 clusters Score -6520957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Entering Unmasked Estep 
Score: -1596861.000000 Penalty: 2342.717041
	Iteration 0F: 2 clusters Score -1596861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1587494.375000 Penalty: 4685.434082
	Iteration 0F: 3 clusters Score -1587494 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1590402.250000 Penalty: 4685.434082
	Iteration 1F: 3 clusters Score -1590402 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1590769.875000 Penalty: 4685.434082
	Iteration 2F: 3 clusters Score -1590770 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1591097.375000 Penalty: 4685.434082
	Iteration 3F: 3 clusters Score -1591097 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1591407.250000 Penalty: 4685.434082
	Iteration 4Q: 3 clusters Score -1591407 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1591760.375000 Penalty: 4685.434082
	Iteration 5Q: 3 clusters Score -1591760 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1592150.000000 Penalty: 4685.434082
	Iteration 6Q: 3 clusters Score -1592150 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1592639.250000 Penalty: 4685.434082
	Iteration 7F: 3 clusters Score -1592639 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1593132.875000 Penalty: 4685.434082
	Iteration 8F: 3 clusters Score -1593133 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1593601.000000 Penalty: 4685.434082
	Iteration 9F: 3 clusters Score -1593601 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1593997.875000 Penalty: 4685.434082
	Iteration 10Q: 3 clusters Score -1593998 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1594356.375000 Penalty: 4685.434082
	Iteration 11Q: 3 clusters Score -1594356 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1594637.375000 Penalty: 4685.434082
	Iteration 12Q: 3 clusters Score -1594637 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1594906.750000 Penalty: 4685.434082
	Iteration 13Q: 3 clusters Score -1594907 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1595116.875000 Penalty: 4685.434082
	Iteration 14Q: 3 clusters Score -1595117 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1595256.500000 Penalty: 4685.434082
	Iteration 15Q: 3 clusters Score -1595256 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1595391.750000 Penalty: 4685.434082
	Iteration 16Q: 3 clusters Score -1595392 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1595503.625000 Penalty: 4685.434082
	Iteration 17Q: 3 clusters Score -1595504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1595620.500000 Penalty: 4685.434082
	Iteration 18Q: 3 clusters Score -1595620 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1595701.875000 Penalty: 4685.434082
	Iteration 19Q: 3 clusters Score -1595702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1595767.750000 Penalty: 4685.434082
	Iteration 20F: 3 clusters Score -1595768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1595815.875000 Penalty: 4685.434082
	Iteration 21Q: 3 clusters Score -1595816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1595849.875000 Penalty: 4685.434082
	Iteration 22Q: 3 clusters Score -1595850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1595876.375000 Penalty: 4685.434082
	Iteration 23Q: 3 clusters Score -1595876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1595905.750000 Penalty: 4685.434082
	Iteration 24Q: 3 clusters Score -1595906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1595924.750000 Penalty: 4685.434082
	Iteration 25Q: 3 clusters Score -1595925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1595944.250000 Penalty: 4685.434082
	Iteration 26Q: 3 clusters Score -1595944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1595960.000000 Penalty: 4685.434082
	Iteration 27Q: 3 clusters Score -1595960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1595977.000000 Penalty: 4685.434082
	Iteration 28Q: 3 clusters Score -1595977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1595987.625000 Penalty: 4685.434082
	Iteration 29Q: 3 clusters Score -1595988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1595994.750000 Penalty: 4685.434082
	Iteration 30Q: 3 clusters Score -1595995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1596000.875000 Penalty: 4685.434082
	Iteration 31Q: 3 clusters Score -1596001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1596017.375000 Penalty: 4685.434082
	Iteration 32Q: 3 clusters Score -1596017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1596019.500000 Penalty: 4685.434082
	Iteration 33Q: 3 clusters Score -1596020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1596023.000000 Penalty: 4685.434082
	Iteration 34Q: 3 clusters Score -1596023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1596029.250000 Penalty: 4685.434082
	Iteration 35Q: 3 clusters Score -1596029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1596040.125000 Penalty: 4685.434082
	Iteration 36Q: 3 clusters Score -1596040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1596039.625000 Penalty: 4685.434082
	Iteration 37Q: 3 clusters Score -1596040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1596038.875000 Penalty: 4685.434082
	Iteration 38Q: 3 clusters Score -1596039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1596045.000000 Penalty: 4685.434082
	Iteration 39Q: 3 clusters Score -1596045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1596047.375000 Penalty: 4685.434082
	Iteration 40F: 3 clusters Score -1596047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1596048.250000 Penalty: 4685.434082
	Iteration 41Q: 3 clusters Score -1596048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1596053.500000 Penalty: 4685.434082
	Iteration 42Q: 3 clusters Score -1596054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1596056.250000 Penalty: 4685.434082
	Iteration 43Q: 3 clusters Score -1596056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1596058.500000 Penalty: 4685.434082
	Iteration 44Q: 3 clusters Score -1596058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1596060.125000 Penalty: 4685.434082
	Iteration 45Q: 3 clusters Score -1596060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1596065.625000 Penalty: 4685.434082
	Iteration 46Q: 3 clusters Score -1596066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1596063.875000 Penalty: 4685.434082
	Iteration 47Q: 3 clusters Score -1596064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1596069.750000 Penalty: 4685.434082
	Iteration 48Q: 3 clusters Score -1596070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1596069.125000 Penalty: 4685.434082
	Iteration 49Q: 3 clusters Score -1596069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1596074.500000 Penalty: 4685.434082
	Iteration 50Q: 3 clusters Score -1596074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1596083.500000 Penalty: 4685.434082
	Iteration 51Q: 3 clusters Score -1596084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1596081.250000 Penalty: 4685.434082
	Iteration 52Q: 3 clusters Score -1596081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1596082.000000 Penalty: 4685.434082
	Iteration 53Q: 3 clusters Score -1596082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1596077.125000 Penalty: 4685.434082
	Iteration 54Q: 3 clusters Score -1596077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1596077.125000 Penalty: 4685.434082
	Iteration 55F: 3 clusters Score -1596077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135850.265625 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135850.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136249.218750 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136249.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136435.062500 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136435.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136567.156250 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -136567.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136742.359375 Penalty: 3511.275635
	Iteration 4F: 3 clusters Score -136742.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136933.125000 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -136933.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137056.984375 Penalty: 3511.275635
	Iteration 6F: 3 clusters Score -137057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -137145.843750 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -137145.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137226.328125 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -137226.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137269.125000 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137287.750000 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -137306.062500 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -137331.875000 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137366.218750 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137399.281250 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137399.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137418.093750 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -137434.625000 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -137434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137444.562500 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -137444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137446.859375 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -137446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137447.515625 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -137447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137449.343750 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -137449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137453.546875 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -137453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137455.859375 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -137455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137455.859375 Penalty: 3511.275635
	Iteration 23F: 3 clusters Score -137455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10900.699219 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10900.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11012.980469 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11012.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11065.406250 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11065.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11068.875000 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11068.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11072.363281 Penalty: 2504.728760
	Iteration 4Q: 3 clusters Score -11072.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11072.363281 Penalty: 2504.728760
	Iteration 5F: 3 clusters Score -11072.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -413665.968750 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -413666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -410109.531250 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -410109.5 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -410906.031250 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -410906 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -411084.000000 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -411084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -411192.031250 Penalty: 4041.916016
	Iteration 3Q: 3 clusters Score -411192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -411273.437500 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -411273.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -411329.406250 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -411329.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -411373.250000 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -411373.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -411415.062500 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -411415.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -411450.500000 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -411450.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -411480.156250 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -411480.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -411497.312500 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -411497.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -411518.281250 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -411518.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -411530.468750 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -411530.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -411545.406250 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -411545.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -411560.031250 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -411560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -411567.656250 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -411567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -411573.906250 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -411573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -411579.906250 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -411579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -411585.000000 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -411585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -411588.437500 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -411588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -411593.531250 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -411593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -411598.062500 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -411598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -411604.625000 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -411604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -411609.343750 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -411609.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -411612.562500 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -411612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -411616.875000 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -411616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -411617.343750 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -411617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -411618.593750 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -411618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -411618.531250 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -411618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -411619.687500 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -411619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -411620.312500 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -411620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -411622.437500 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -411622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -411625.406250 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -411625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -411628.062500 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -411628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -411632.375000 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -411632.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -411636.218750 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -411636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411641.562500 Penalty: 4041.916016
	Iteration 36Q: 3 clusters Score -411641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -411642.625000 Penalty: 4041.916016
	Iteration 37Q: 3 clusters Score -411642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -411645.468750 Penalty: 4041.916016
	Iteration 38Q: 3 clusters Score -411645.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -411650.468750 Penalty: 4041.916016
	Iteration 39Q: 3 clusters Score -411650.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -411654.125000 Penalty: 4041.916016
	Iteration 40F: 3 clusters Score -411654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -411658.000000 Penalty: 4041.916016
	Iteration 41Q: 3 clusters Score -411658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -411660.375000 Penalty: 4041.916016
	Iteration 42Q: 3 clusters Score -411660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -411664.937500 Penalty: 4041.916016
	Iteration 43Q: 3 clusters Score -411664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -411669.656250 Penalty: 4041.916016
	Iteration 44Q: 3 clusters Score -411669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -411672.093750 Penalty: 4041.916016
	Iteration 45Q: 3 clusters Score -411672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -411674.875000 Penalty: 4041.916016
	Iteration 46Q: 3 clusters Score -411674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -411676.406250 Penalty: 4041.916016
	Iteration 47Q: 3 clusters Score -411676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -411676.593750 Penalty: 4041.916016
	Iteration 48Q: 3 clusters Score -411676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -411677.562500 Penalty: 4041.916016
	Iteration 49Q: 3 clusters Score -411677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -411678.218750 Penalty: 4041.916016
	Iteration 50Q: 3 clusters Score -411678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -411679.531250 Penalty: 4041.916016
	Iteration 51Q: 3 clusters Score -411679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -411679.312500 Penalty: 4041.916016
	Iteration 52Q: 3 clusters Score -411679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -411679.968750 Penalty: 4041.916016
	Iteration 53Q: 3 clusters Score -411680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -411681.718750 Penalty: 4041.916016
	Iteration 54Q: 3 clusters Score -411681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -411681.937500 Penalty: 4041.916016
	Iteration 55Q: 3 clusters Score -411681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -411682.093750 Penalty: 4041.916016
	Iteration 56Q: 3 clusters Score -411682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -411682.187500 Penalty: 4041.916016
	Iteration 57Q: 3 clusters Score -411682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -411682.187500 Penalty: 4041.916016
	Iteration 58F: 3 clusters Score -411682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -266697.406250 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -266697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263962.656250 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -263962.7 nChanged 671
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: -264392.531250 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -264392.5 nChanged 150
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: -264517.906250 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -264517.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -264575.843750 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -264575.8 nChanged 50
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: -264613.593750 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -264613.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -264638.312500 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -264638.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264660.562500 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -264660.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -264681.343750 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -264681.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -264702.781250 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -264702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -264719.437500 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -264719.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -264733.437500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -264733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -264742.437500 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -264742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -264749.218750 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -264749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -264754.031250 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -264754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264759.343750 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -264759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264763.312500 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -264763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264767.093750 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -264767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264770.968750 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -264771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264773.843750 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -264773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -264775.125000 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -264775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -264780.281250 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -264780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -264784.468750 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -264784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264786.781250 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -264786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264788.156250 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -264788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264789.531250 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -264789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -264789.625000 Penalty: 3799.416748
	Iteration 25Q: 3 clusters Score -264789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264790.687500 Penalty: 3799.416748
	Iteration 26Q: 3 clusters Score -264790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264793.937500 Penalty: 3799.416748
	Iteration 27Q: 3 clusters Score -264793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264796.406250 Penalty: 3799.416748
	Iteration 28Q: 3 clusters Score -264796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -264798.156250 Penalty: 3799.416748
	Iteration 29Q: 3 clusters Score -264798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -264802.968750 Penalty: 3799.416748
	Iteration 30Q: 3 clusters Score -264803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -264805.656250 Penalty: 3799.416748
	Iteration 31Q: 3 clusters Score -264805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -264806.750000 Penalty: 3799.416748
	Iteration 32Q: 3 clusters Score -264806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -264808.937500 Penalty: 3799.416748
	Iteration 33Q: 3 clusters Score -264808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -264810.343750 Penalty: 3799.416748
	Iteration 34Q: 3 clusters Score -264810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -264811.062500 Penalty: 3799.416748
	Iteration 35Q: 3 clusters Score -264811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -264811.312500 Penalty: 3799.416748
	Iteration 36Q: 3 clusters Score -264811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -264811.750000 Penalty: 3799.416748
	Iteration 37Q: 3 clusters Score -264811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -264811.750000 Penalty: 3799.416748
	Iteration 38F: 3 clusters Score -264811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Entering Unmasked Estep 
Score: -3491164.250000 Penalty: 2540.632324
	Iteration 0F: 2 clusters Score -3491164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3471734.500000 Penalty: 5081.264648
	Iteration 0F: 3 clusters Score -3471734 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3478771.250000 Penalty: 5081.264648
	Iteration 1F: 3 clusters Score -3478771 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3479287.500000 Penalty: 5081.264648
	Iteration 2Q: 3 clusters Score -3479288 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3479799.500000 Penalty: 5081.264648
	Iteration 3Q: 3 clusters Score -3479800 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3480415.750000 Penalty: 5081.264648
	Iteration 4Q: 3 clusters Score -3480416 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3481252.750000 Penalty: 5081.264648
	Iteration 5F: 3 clusters Score -3481253 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3482391.000000 Penalty: 5081.264648
	Iteration 6F: 3 clusters Score -3482391 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3483926.500000 Penalty: 5081.264648
	Iteration 7F: 3 clusters Score -3483926 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3485653.750000 Penalty: 5081.264648
	Iteration 8F: 3 clusters Score -3485654 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3487088.000000 Penalty: 5081.264648
	Iteration 9F: 3 clusters Score -3487088 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3488035.500000 Penalty: 5081.264648
	Iteration 10Q: 3 clusters Score -3488036 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3488507.000000 Penalty: 5081.264648
	Iteration 11Q: 3 clusters Score -3488507 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3488712.000000 Penalty: 5081.264648
	Iteration 12Q: 3 clusters Score -3488712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3488834.250000 Penalty: 5081.264648
	Iteration 13Q: 3 clusters Score -3488834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3488947.000000 Penalty: 5081.264648
	Iteration 14Q: 3 clusters Score -3488947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3489004.000000 Penalty: 5081.264648
	Iteration 15Q: 3 clusters Score -3489004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3489048.250000 Penalty: 5081.264648
	Iteration 16Q: 3 clusters Score -3489048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3489080.000000 Penalty: 5081.264648
	Iteration 17Q: 3 clusters Score -3489080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3489091.250000 Penalty: 5081.264648
	Iteration 18Q: 3 clusters Score -3489091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3489101.000000 Penalty: 5081.264648
	Iteration 19Q: 3 clusters Score -3489101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3489109.500000 Penalty: 5081.264648
	Iteration 20F: 3 clusters Score -3489110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3489119.250000 Penalty: 5081.264648
	Iteration 21Q: 3 clusters Score -3489119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3489122.500000 Penalty: 5081.264648
	Iteration 22Q: 3 clusters Score -3489122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3489124.250000 Penalty: 5081.264648
	Iteration 23Q: 3 clusters Score -3489124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3489128.250000 Penalty: 5081.264648
	Iteration 24Q: 3 clusters Score -3489128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3489132.750000 Penalty: 5081.264648
	Iteration 25Q: 3 clusters Score -3489133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3489141.250000 Penalty: 5081.264648
	Iteration 26Q: 3 clusters Score -3489141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3489140.750000 Penalty: 5081.264648
	Iteration 27Q: 3 clusters Score -3489141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3489141.000000 Penalty: 5081.264648
	Iteration 28Q: 3 clusters Score -3489141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3489143.000000 Penalty: 5081.264648
	Iteration 29Q: 3 clusters Score -3489143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3489146.250000 Penalty: 5081.264648
	Iteration 30Q: 3 clusters Score -3489146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489144.250000 Penalty: 5081.264648
	Iteration 31Q: 3 clusters Score -3489144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489148.500000 Penalty: 5081.264648
	Iteration 32Q: 3 clusters Score -3489148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489151.500000 Penalty: 5081.264648
	Iteration 33Q: 3 clusters Score -3489152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489150.250000 Penalty: 5081.264648
	Iteration 34Q: 3 clusters Score -3489150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489154.250000 Penalty: 5081.264648
	Iteration 35Q: 3 clusters Score -3489154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3489157.250000 Penalty: 5081.264648
	Iteration 36Q: 3 clusters Score -3489157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3489158.250000 Penalty: 5081.264648
	Iteration 37Q: 3 clusters Score -3489158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3489162.250000 Penalty: 5081.264648
	Iteration 38Q: 3 clusters Score -3489162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3489162.250000 Penalty: 5081.264648
	Iteration 39F: 3 clusters Score -3489162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -587096.937500 Penalty: 2100.741211
	Iteration 0F: 2 clusters Score -587096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -582760.625000 Penalty: 4201.482422
	Iteration 0F: 3 clusters Score -582760.6 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -583766.250000 Penalty: 4201.482422
	Iteration 1F: 3 clusters Score -583766.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -583952.937500 Penalty: 4201.482422
	Iteration 2F: 3 clusters Score -583952.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -584092.625000 Penalty: 4201.482422
	Iteration 3F: 3 clusters Score -584092.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -584193.500000 Penalty: 4201.482422
	Iteration 4Q: 3 clusters Score -584193.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -584273.125000 Penalty: 4201.482422
	Iteration 5Q: 3 clusters Score -584273.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -584324.437500 Penalty: 4201.482422
	Iteration 6Q: 3 clusters Score -584324.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -584379.625000 Penalty: 4201.482422
	Iteration 7Q: 3 clusters Score -584379.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -584420.812500 Penalty: 4201.482422
	Iteration 8Q: 3 clusters Score -584420.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -584457.125000 Penalty: 4201.482422
	Iteration 9Q: 3 clusters Score -584457.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -584491.312500 Penalty: 4201.482422
	Iteration 10Q: 3 clusters Score -584491.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -584505.250000 Penalty: 4201.482422
	Iteration 11Q: 3 clusters Score -584505.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -584521.000000 Penalty: 4201.482422
	Iteration 12Q: 3 clusters Score -584521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -584533.187500 Penalty: 4201.482422
	Iteration 13Q: 3 clusters Score -584533.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -584546.875000 Penalty: 4201.482422
	Iteration 14Q: 3 clusters Score -584546.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -584560.062500 Penalty: 4201.482422
	Iteration 15Q: 3 clusters Score -584560.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -584572.687500 Penalty: 4201.482422
	Iteration 16Q: 3 clusters Score -584572.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -584583.500000 Penalty: 4201.482422
	Iteration 17Q: 3 clusters Score -584583.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -584596.625000 Penalty: 4201.482422
	Iteration 18Q: 3 clusters Score -584596.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -584609.250000 Penalty: 4201.482422
	Iteration 19Q: 3 clusters Score -584609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -584617.000000 Penalty: 4201.482422
	Iteration 20F: 3 clusters Score -584617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -584629.687500 Penalty: 4201.482422
	Iteration 21Q: 3 clusters Score -584629.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -584647.000000 Penalty: 4201.482422
	Iteration 22Q: 3 clusters Score -584647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -584663.375000 Penalty: 4201.482422
	Iteration 23Q: 3 clusters Score -584663.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -584678.125000 Penalty: 4201.482422
	Iteration 24Q: 3 clusters Score -584678.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -584688.875000 Penalty: 4201.482422
	Iteration 25Q: 3 clusters Score -584688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -584698.125000 Penalty: 4201.482422
	Iteration 26Q: 3 clusters Score -584698.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -584708.187500 Penalty: 4201.482422
	Iteration 27Q: 3 clusters Score -584708.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -584715.562500 Penalty: 4201.482422
	Iteration 28Q: 3 clusters Score -584715.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -584725.375000 Penalty: 4201.482422
	Iteration 29Q: 3 clusters Score -584725.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -584741.062500 Penalty: 4201.482422
	Iteration 30Q: 3 clusters Score -584741.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -584753.500000 Penalty: 4201.482422
	Iteration 31Q: 3 clusters Score -584753.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -584765.562500 Penalty: 4201.482422
	Iteration 32Q: 3 clusters Score -584765.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -584778.375000 Penalty: 4201.482422
	Iteration 33Q: 3 clusters Score -584778.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -584790.375000 Penalty: 4201.482422
	Iteration 34Q: 3 clusters Score -584790.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -584801.937500 Penalty: 4201.482422
	Iteration 35Q: 3 clusters Score -584801.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -584810.000000 Penalty: 4201.482422
	Iteration 36Q: 3 clusters Score -584810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -584821.625000 Penalty: 4201.482422
	Iteration 37Q: 3 clusters Score -584821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -584828.062500 Penalty: 4201.482422
	Iteration 38Q: 3 clusters Score -584828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -584836.250000 Penalty: 4201.482422
	Iteration 39Q: 3 clusters Score -584836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -584845.562500 Penalty: 4201.482422
	Iteration 40F: 3 clusters Score -584845.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -584852.437500 Penalty: 4201.482422
	Iteration 41Q: 3 clusters Score -584852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -584861.125000 Penalty: 4201.482422
	Iteration 42Q: 3 clusters Score -584861.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -584872.375000 Penalty: 4201.482422
	Iteration 43Q: 3 clusters Score -584872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -584886.250000 Penalty: 4201.482422
	Iteration 44Q: 3 clusters Score -584886.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -584898.500000 Penalty: 4201.482422
	Iteration 45Q: 3 clusters Score -584898.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -584912.562500 Penalty: 4201.482422
	Iteration 46Q: 3 clusters Score -584912.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -584930.562500 Penalty: 4201.482422
	Iteration 47Q: 3 clusters Score -584930.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -584954.625000 Penalty: 4201.482422
	Iteration 48Q: 3 clusters Score -584954.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -584985.750000 Penalty: 4201.482422
	Iteration 49Q: 3 clusters Score -584985.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -585010.750000 Penalty: 4201.482422
	Iteration 50Q: 3 clusters Score -585010.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -585036.125000 Penalty: 4201.482422
	Iteration 51Q: 3 clusters Score -585036.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -585056.250000 Penalty: 4201.482422
	Iteration 52Q: 3 clusters Score -585056.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -585069.875000 Penalty: 4201.482422
	Iteration 53Q: 3 clusters Score -585069.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -585080.500000 Penalty: 4201.482422
	Iteration 54Q: 3 clusters Score -585080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -585090.562500 Penalty: 4201.482422
	Iteration 55Q: 3 clusters Score -585090.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -585101.125000 Penalty: 4201.482422
	Iteration 56Q: 3 clusters Score -585101.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -585110.937500 Penalty: 4201.482422
	Iteration 57Q: 3 clusters Score -585110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -585118.312500 Penalty: 4201.482422
	Iteration 58Q: 3 clusters Score -585118.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -585127.125000 Penalty: 4201.482422
	Iteration 59Q: 3 clusters Score -585127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -585135.000000 Penalty: 4201.482422
	Iteration 60F: 3 clusters Score -585135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -585139.750000 Penalty: 4201.482422
	Iteration 61Q: 3 clusters Score -585139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -585147.562500 Penalty: 4201.482422
	Iteration 62Q: 3 clusters Score -585147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -585150.750000 Penalty: 4201.482422
	Iteration 63Q: 3 clusters Score -585150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -585154.562500 Penalty: 4201.482422
	Iteration 64Q: 3 clusters Score -585154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -585158.312500 Penalty: 4201.482422
	Iteration 65Q: 3 clusters Score -585158.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -585162.125000 Penalty: 4201.482422
	Iteration 66Q: 3 clusters Score -585162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -585168.437500 Penalty: 4201.482422
	Iteration 67Q: 3 clusters Score -585168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -585171.187500 Penalty: 4201.482422
	Iteration 68Q: 3 clusters Score -585171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -585175.187500 Penalty: 4201.482422
	Iteration 69Q: 3 clusters Score -585175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -585179.250000 Penalty: 4201.482422
	Iteration 70Q: 3 clusters Score -585179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -585184.187500 Penalty: 4201.482422
	Iteration 71Q: 3 clusters Score -585184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -585185.937500 Penalty: 4201.482422
	Iteration 72Q: 3 clusters Score -585185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -585189.312500 Penalty: 4201.482422
	Iteration 73Q: 3 clusters Score -585189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -585192.625000 Penalty: 4201.482422
	Iteration 74Q: 3 clusters Score -585192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -585195.875000 Penalty: 4201.482422
	Iteration 75Q: 3 clusters Score -585195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -585200.562500 Penalty: 4201.482422
	Iteration 76Q: 3 clusters Score -585200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -585201.625000 Penalty: 4201.482422
	Iteration 77Q: 3 clusters Score -585201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -585202.500000 Penalty: 4201.482422
	Iteration 78Q: 3 clusters Score -585202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -585206.687500 Penalty: 4201.482422
	Iteration 79Q: 3 clusters Score -585206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -585208.250000 Penalty: 4201.482422
	Iteration 80F: 3 clusters Score -585208.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -585216.562500 Penalty: 4201.482422
	Iteration 81Q: 3 clusters Score -585216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -585225.625000 Penalty: 4201.482422
	Iteration 82Q: 3 clusters Score -585225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -585234.000000 Penalty: 4201.482422
	Iteration 83Q: 3 clusters Score -585234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -585247.687500 Penalty: 4201.482422
	Iteration 84Q: 3 clusters Score -585247.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -585265.812500 Penalty: 4201.482422
	Iteration 85Q: 3 clusters Score -585265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -585280.375000 Penalty: 4201.482422
	Iteration 86Q: 3 clusters Score -585280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -585291.562500 Penalty: 4201.482422
	Iteration 87Q: 3 clusters Score -585291.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -585305.750000 Penalty: 4201.482422
	Iteration 88Q: 3 clusters Score -585305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -585318.625000 Penalty: 4201.482422
	Iteration 89Q: 3 clusters Score -585318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -585331.562500 Penalty: 4201.482422
	Iteration 90Q: 3 clusters Score -585331.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -585344.062500 Penalty: 4201.482422
	Iteration 91Q: 3 clusters Score -585344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -585358.937500 Penalty: 4201.482422
	Iteration 92Q: 3 clusters Score -585358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -585372.375000 Penalty: 4201.482422
	Iteration 93Q: 3 clusters Score -585372.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -585383.375000 Penalty: 4201.482422
	Iteration 94Q: 3 clusters Score -585383.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -585391.500000 Penalty: 4201.482422
	Iteration 95Q: 3 clusters Score -585391.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -585399.812500 Penalty: 4201.482422
	Iteration 96Q: 3 clusters Score -585399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -585402.750000 Penalty: 4201.482422
	Iteration 97Q: 3 clusters Score -585402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -585406.062500 Penalty: 4201.482422
	Iteration 98Q: 3 clusters Score -585406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -585407.750000 Penalty: 4201.482422
	Iteration 99Q: 3 clusters Score -585407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -585411.812500 Penalty: 4201.482422
	Iteration 100F: 3 clusters Score -585411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -585416.562500 Penalty: 4201.482422
	Iteration 101Q: 3 clusters Score -585416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -585420.875000 Penalty: 4201.482422
	Iteration 102Q: 3 clusters Score -585420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -585423.875000 Penalty: 4201.482422
	Iteration 103Q: 3 clusters Score -585423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -585425.625000 Penalty: 4201.482422
	Iteration 104Q: 3 clusters Score -585425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -585425.875000 Penalty: 4201.482422
	Iteration 105Q: 3 clusters Score -585425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -585427.750000 Penalty: 4201.482422
	Iteration 106Q: 3 clusters Score -585427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -585428.562500 Penalty: 4201.482422
	Iteration 107Q: 3 clusters Score -585428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -585428.500000 Penalty: 4201.482422
	Iteration 108Q: 3 clusters Score -585428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -585429.250000 Penalty: 4201.482422
	Iteration 109Q: 3 clusters Score -585429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -585430.062500 Penalty: 4201.482422
	Iteration 110Q: 3 clusters Score -585430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -585435.000000 Penalty: 4201.482422
	Iteration 111Q: 3 clusters Score -585435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -585436.812500 Penalty: 4201.482422
	Iteration 112Q: 3 clusters Score -585436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -585438.062500 Penalty: 4201.482422
	Iteration 113Q: 3 clusters Score -585438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -585438.625000 Penalty: 4201.482422
	Iteration 114Q: 3 clusters Score -585438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -585439.187500 Penalty: 4201.482422
	Iteration 115Q: 3 clusters Score -585439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -585440.062500 Penalty: 4201.482422
	Iteration 116Q: 3 clusters Score -585440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -585441.062500 Penalty: 4201.482422
	Iteration 117Q: 3 clusters Score -585441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -585442.125000 Penalty: 4201.482422
	Iteration 118Q: 3 clusters Score -585442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -585442.125000 Penalty: 4201.482422
	Iteration 119F: 3 clusters Score -585442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (53202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Entering Unmasked Estep 
Score: -6562380.000000 Penalty: 2698.699219
	Iteration 0F: 2 clusters Score -6562380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6526706.000000 Penalty: 5397.398438
	Iteration 0F: 3 clusters Score -6526706 nChanged 24504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -6540598.000000 Penalty: 5397.398438
	Iteration 1F: 3 clusters Score -6540598 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -6541253.500000 Penalty: 5397.398438
	Iteration 2Q: 3 clusters Score -6541254 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6541905.000000 Penalty: 5397.398438
	Iteration 3Q: 3 clusters Score -6541905 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -6542639.000000 Penalty: 5397.398438
	Iteration 4Q: 3 clusters Score -6542639 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -6543360.000000 Penalty: 5397.398438
	Iteration 5Q: 3 clusters Score -6543360 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -6544121.000000 Penalty: 5397.398438
	Iteration 6Q: 3 clusters Score -6544121 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -6544845.500000 Penalty: 5397.398438
	Iteration 7Q: 3 clusters Score -6544846 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -6545689.500000 Penalty: 5397.398438
	Iteration 8Q: 3 clusters Score -6545690 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6546548.000000 Penalty: 5397.398438
	Iteration 9Q: 3 clusters Score -6546548 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -6547562.500000 Penalty: 5397.398438
	Iteration 10Q: 3 clusters Score -6547562 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -6548886.000000 Penalty: 5397.398438
	Iteration 11Q: 3 clusters Score -6548886 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6550482.500000 Penalty: 5397.398438
	Iteration 12Q: 3 clusters Score -6550482 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6552298.000000 Penalty: 5397.398438
	Iteration 13Q: 3 clusters Score -6552298 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6554269.000000 Penalty: 5397.398438
	Iteration 14F: 3 clusters Score -6554269 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6556083.500000 Penalty: 5397.398438
	Iteration 15Q: 3 clusters Score -6556084 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -6557507.500000 Penalty: 5397.398438
	Iteration 16Q: 3 clusters Score -6557508 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6558520.500000 Penalty: 5397.398438
	Iteration 17Q: 3 clusters Score -6558520 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6559175.500000 Penalty: 5397.398438
	Iteration 18Q: 3 clusters Score -6559176 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6559599.500000 Penalty: 5397.398438
	Iteration 19Q: 3 clusters Score -6559600 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6559816.000000 Penalty: 5397.398438
	Iteration 20F: 3 clusters Score -6559816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6559973.500000 Penalty: 5397.398438
	Iteration 21Q: 3 clusters Score -6559974 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6560066.000000 Penalty: 5397.398438
	Iteration 22Q: 3 clusters Score -6560066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6560106.500000 Penalty: 5397.398438
	Iteration 23Q: 3 clusters Score -6560106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6560129.500000 Penalty: 5397.398438
	Iteration 24Q: 3 clusters Score -6560130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6560161.500000 Penalty: 5397.398438
	Iteration 25Q: 3 clusters Score -6560162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6560180.000000 Penalty: 5397.398438
	Iteration 26Q: 3 clusters Score -6560180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6560207.000000 Penalty: 5397.398438
	Iteration 27Q: 3 clusters Score -6560207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6560219.500000 Penalty: 5397.398438
	Iteration 28Q: 3 clusters Score -6560220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6560224.500000 Penalty: 5397.398438
	Iteration 29Q: 3 clusters Score -6560224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6560234.500000 Penalty: 5397.398438
	Iteration 30Q: 3 clusters Score -6560234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6560254.000000 Penalty: 5397.398438
	Iteration 31Q: 3 clusters Score -6560254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6560255.000000 Penalty: 5397.398438
	Iteration 32Q: 3 clusters Score -6560255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6560260.500000 Penalty: 5397.398438
	Iteration 33Q: 3 clusters Score -6560260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6560276.500000 Penalty: 5397.398438
	Iteration 34Q: 3 clusters Score -6560276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6560283.500000 Penalty: 5397.398438
	Iteration 35Q: 3 clusters Score -6560284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6560290.500000 Penalty: 5397.398438
	Iteration 36Q: 3 clusters Score -6560290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6560291.500000 Penalty: 5397.398438
	Iteration 37Q: 3 clusters Score -6560292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6560292.500000 Penalty: 5397.398438
	Iteration 38Q: 3 clusters Score -6560292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6560287.500000 Penalty: 5397.398438
	Iteration 39Q: 3 clusters Score -6560288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6560290.000000 Penalty: 5397.398438
	Iteration 40F: 3 clusters Score -6560290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6560289.000000 Penalty: 5397.398438
	Iteration 41Q: 3 clusters Score -6560289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560290.000000 Penalty: 5397.398438
	Iteration 42Q: 3 clusters Score -6560290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560292.000000 Penalty: 5397.398438
	Iteration 43Q: 3 clusters Score -6560292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6560293.000000 Penalty: 5397.398438
	Iteration 44Q: 3 clusters Score -6560293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560296.000000 Penalty: 5397.398438
	Iteration 45Q: 3 clusters Score -6560296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560295.000000 Penalty: 5397.398438
	Iteration 46Q: 3 clusters Score -6560295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560293.000000 Penalty: 5397.398438
	Iteration 47Q: 3 clusters Score -6560293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6560293.000000 Penalty: 5397.398438
	Iteration 48F: 3 clusters Score -6560293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (108981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Entering Unmasked Estep 
Score: -13658010.000000 Penalty: 2876.534180
	Iteration 0F: 2 clusters Score -1.365801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -13584937.000000 Penalty: 5753.068359
	Iteration 0F: 3 clusters Score -1.358494e+07 nChanged 51824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -13614951.000000 Penalty: 5753.068359
	Iteration 1F: 3 clusters Score -1.361495e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -13615786.000000 Penalty: 5753.068359
	Iteration 2Q: 3 clusters Score -1.361579e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -13616624.000000 Penalty: 5753.068359
	Iteration 3Q: 3 clusters Score -1.361662e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13617475.000000 Penalty: 5753.068359
	Iteration 4Q: 3 clusters Score -1.361748e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -13618624.000000 Penalty: 5753.068359
	Iteration 5Q: 3 clusters Score -1.361862e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -13619958.000000 Penalty: 5753.068359
	Iteration 6Q: 3 clusters Score -1.361996e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -13621821.000000 Penalty: 5753.068359
	Iteration 7Q: 3 clusters Score -1.362182e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -13624606.000000 Penalty: 5753.068359
	Iteration 8F: 3 clusters Score -1.362461e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -13628531.000000 Penalty: 5753.068359
	Iteration 9F: 3 clusters Score -1.362853e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -13633488.000000 Penalty: 5753.068359
	Iteration 10F: 3 clusters Score -1.363349e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -13639042.000000 Penalty: 5753.068359
	Iteration 11F: 3 clusters Score -1.363904e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -13643883.000000 Penalty: 5753.068359
	Iteration 12F: 3 clusters Score -1.364388e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -13647610.000000 Penalty: 5753.068359
	Iteration 13Q: 3 clusters Score -1.364761e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -13649991.000000 Penalty: 5753.068359
	Iteration 14Q: 3 clusters Score -1.364999e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -13651895.000000 Penalty: 5753.068359
	Iteration 15Q: 3 clusters Score -1.36519e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13653137.000000 Penalty: 5753.068359
	Iteration 16Q: 3 clusters Score -1.365314e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -13653981.000000 Penalty: 5753.068359
	Iteration 17Q: 3 clusters Score -1.365398e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -13654572.000000 Penalty: 5753.068359
	Iteration 18Q: 3 clusters Score -1.365457e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -13654937.000000 Penalty: 5753.068359
	Iteration 19Q: 3 clusters Score -1.365494e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -13655181.000000 Penalty: 5753.068359
	Iteration 20F: 3 clusters Score -1.365518e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -13655286.000000 Penalty: 5753.068359
	Iteration 21Q: 3 clusters Score -1.365529e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -13655400.000000 Penalty: 5753.068359
	Iteration 22Q: 3 clusters Score -1.36554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -13655466.000000 Penalty: 5753.068359
	Iteration 23Q: 3 clusters Score -1.365547e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -13655501.000000 Penalty: 5753.068359
	Iteration 24Q: 3 clusters Score -1.36555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -13655538.000000 Penalty: 5753.068359
	Iteration 25Q: 3 clusters Score -1.365554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -13655559.000000 Penalty: 5753.068359
	Iteration 26Q: 3 clusters Score -1.365556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -13655546.000000 Penalty: 5753.068359
	Iteration 27Q: 3 clusters Score -1.365555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -13655552.000000 Penalty: 5753.068359
	Iteration 28Q: 3 clusters Score -1.365555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -13655569.000000 Penalty: 5753.068359
	Iteration 29Q: 3 clusters Score -1.365557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -13655599.000000 Penalty: 5753.068359
	Iteration 30Q: 3 clusters Score -1.36556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -13655585.000000 Penalty: 5753.068359
	Iteration 31Q: 3 clusters Score -1.365558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 108474 members 
Entering Unmasked Estep 
Score: -13655592.000000 Penalty: 5753.068359
	Iteration 32Q: 3 clusters Score -1.365559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -13655606.000000 Penalty: 5753.068359
	Iteration 33Q: 3 clusters Score -1.365561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -13655611.000000 Penalty: 5753.068359
	Iteration 34Q: 3 clusters Score -1.365561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -13655603.000000 Penalty: 5753.068359
	Iteration 35Q: 3 clusters Score -1.36556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -13655605.000000 Penalty: 5753.068359
	Iteration 36Q: 3 clusters Score -1.36556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -13655606.000000 Penalty: 5753.068359
	Iteration 37Q: 3 clusters Score -1.365561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -13655622.000000 Penalty: 5753.068359
	Iteration 38Q: 3 clusters Score -1.365562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -13655620.000000 Penalty: 5753.068359
	Iteration 39Q: 3 clusters Score -1.365562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -13655617.000000 Penalty: 5753.068359
	Iteration 40F: 3 clusters Score -1.365562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -13655622.000000 Penalty: 5753.068359
	Iteration 41Q: 3 clusters Score -1.365562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -13655624.000000 Penalty: 5753.068359
	Iteration 42Q: 3 clusters Score -1.365562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -13655619.000000 Penalty: 5753.068359
	Iteration 43Q: 3 clusters Score -1.365562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -13655619.000000 Penalty: 5753.068359
	Iteration 44F: 3 clusters Score -1.365562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134758.859375 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134758.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135371.437500 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135371.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135783.640625 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135783.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136051.453125 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -136051.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136184.718750 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -136184.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -136274.406250 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -136274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -136321.875000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136321.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136347.125000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136361.531250 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136363.250000 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136365.171875 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136366.234375 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136366.234375 Penalty: 3516.678223
	Iteration 12F: 3 clusters Score -136366.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -48430.753906 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -48430.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46985.550781 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -46985.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47155.839844 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -47155.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47220.144531 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -47220.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47254.812500 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -47254.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47263.738281 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -47263.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47267.312500 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -47267.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47269.363281 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -47269.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47270.304688 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -47270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47276.957031 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -47276.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47276.957031 Penalty: 3008.789795
	Iteration 9F: 3 clusters Score -47276.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -914279.500000 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -914279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -907844.125000 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -907844.1 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -909798.937500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -909798.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -910129.062500 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -910129.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -910383.187500 Penalty: 4472.190430
	Iteration 3F: 3 clusters Score -910383.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -910647.875000 Penalty: 4472.190430
	Iteration 4Q: 3 clusters Score -910647.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -910916.437500 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -910916.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -911140.187500 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -911140.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -911359.250000 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -911359.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -911560.875000 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -911560.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -911741.062500 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -911741.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -911912.187500 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -911912.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -912041.812500 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -912041.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -912156.875000 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -912156.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -912270.500000 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -912270.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -912374.500000 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -912374.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -912478.812500 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -912478.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -912605.062500 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -912605.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -912711.812500 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -912711.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -912833.937500 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -912833.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -912950.375000 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -912950.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -913066.687500 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -913066.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -913185.625000 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -913185.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -913281.187500 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -913281.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -913345.312500 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -913345.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -913392.187500 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -913392.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -913439.125000 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -913439.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -913475.500000 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -913475.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -913505.937500 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -913505.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -913530.062500 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -913530.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -913546.187500 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -913546.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -913556.812500 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -913556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -913563.562500 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -913563.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -913572.250000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -913572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -913575.375000 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -913575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -913578.812500 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -913578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -913580.000000 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -913580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -913583.187500 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -913583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -913586.875000 Penalty: 4472.190430
	Iteration 37Q: 3 clusters Score -913586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -913590.750000 Penalty: 4472.190430
	Iteration 38Q: 3 clusters Score -913590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -913593.062500 Penalty: 4472.190430
	Iteration 39Q: 3 clusters Score -913593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -913597.625000 Penalty: 4472.190430
	Iteration 40F: 3 clusters Score -913597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -913601.562500 Penalty: 4472.190430
	Iteration 41Q: 3 clusters Score -913601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -913599.000000 Penalty: 4472.190430
	Iteration 42Q: 3 clusters Score -913599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -913602.437500 Penalty: 4472.190430
	Iteration 43Q: 3 clusters Score -913602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -913599.500000 Penalty: 4472.190430
	Iteration 44Q: 3 clusters Score -913599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -913604.500000 Penalty: 4472.190430
	Iteration 45Q: 3 clusters Score -913604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -913606.437500 Penalty: 4472.190430
	Iteration 46Q: 3 clusters Score -913606.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -913609.437500 Penalty: 4472.190430
	Iteration 47Q: 3 clusters Score -913609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -913612.000000 Penalty: 4472.190430
	Iteration 48Q: 3 clusters Score -913612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -913612.125000 Penalty: 4472.190430
	Iteration 49Q: 3 clusters Score -913612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -913612.875000 Penalty: 4472.190430
	Iteration 50Q: 3 clusters Score -913612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -913612.875000 Penalty: 4472.190430
	Iteration 51F: 3 clusters Score -913612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -1792335.375000 Penalty: 2369.057861
	Iteration 0F: 2 clusters Score -1792335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1781996.500000 Penalty: 4738.115723
	Iteration 0F: 3 clusters Score -1781996 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1785414.375000 Penalty: 4738.115723
	Iteration 1F: 3 clusters Score -1785414 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1786144.625000 Penalty: 4738.115723
	Iteration 2F: 3 clusters Score -1786145 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1787236.625000 Penalty: 4738.115723
	Iteration 3F: 3 clusters Score -1787237 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1788854.750000 Penalty: 4738.115723
	Iteration 4F: 3 clusters Score -1788855 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1790316.125000 Penalty: 4738.115723
	Iteration 5F: 3 clusters Score -1790316 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1791122.500000 Penalty: 4738.115723
	Iteration 6F: 3 clusters Score -1791122 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1791511.625000 Penalty: 4738.115723
	Iteration 7Q: 3 clusters Score -1791512 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1791720.500000 Penalty: 4738.115723
	Iteration 8Q: 3 clusters Score -1791720 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1791825.000000 Penalty: 4738.115723
	Iteration 9Q: 3 clusters Score -1791825 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1791885.125000 Penalty: 4738.115723
	Iteration 10Q: 3 clusters Score -1791885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1791915.375000 Penalty: 4738.115723
	Iteration 11Q: 3 clusters Score -1791915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1791918.375000 Penalty: 4738.115723
	Iteration 12Q: 3 clusters Score -1791918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1791924.375000 Penalty: 4738.115723
	Iteration 13Q: 3 clusters Score -1791924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1791930.125000 Penalty: 4738.115723
	Iteration 14Q: 3 clusters Score -1791930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1791929.250000 Penalty: 4738.115723
	Iteration 15Q: 3 clusters Score -1791929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1791935.375000 Penalty: 4738.115723
	Iteration 16Q: 3 clusters Score -1791935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1791936.625000 Penalty: 4738.115723
	Iteration 17Q: 3 clusters Score -1791937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1791938.750000 Penalty: 4738.115723
	Iteration 18Q: 3 clusters Score -1791939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1791939.000000 Penalty: 4738.115723
	Iteration 19Q: 3 clusters Score -1791939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1791944.375000 Penalty: 4738.115723
	Iteration 20F: 3 clusters Score -1791944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1791941.500000 Penalty: 4738.115723
	Iteration 21Q: 3 clusters Score -1791942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1791941.500000 Penalty: 4738.115723
	Iteration 22F: 3 clusters Score -1791942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75529.835938 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75529.84 nChanged 165
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: -75854.289062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75854.29 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: -76072.882812 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76072.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76195.562500 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76195.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76269.757812 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -76269.76 nChanged 19
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: -76322.601562 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -76322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76338.992188 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -76338.99 nChanged 5
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: -76357.015625 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -76357.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76380.531250 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -76380.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76405.046875 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -76405.05 nChanged 13
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: -76443.460938 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -76443.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76527.742188 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -76527.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76633.929688 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -76633.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76679.820312 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -76679.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76703.625000 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -76703.62 nChanged 6
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: -76722.242188 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -76722.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76739.757812 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -76739.76 nChanged 5
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: -76746.460938 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -76746.46 nChanged 2
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: -76751.968750 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -76751.97 nChanged 4
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: -76759.765625 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -76759.77 nChanged 2
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: -76766.859375 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -76766.86 nChanged 4
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: -76779.476562 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -76779.48 nChanged 3
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: -76786.039062 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -76786.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76787.343750 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -76787.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76787.343750 Penalty: 3284.877197
	Iteration 24F: 3 clusters Score -76787.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30974.177734 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -30974.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31093.015625 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31093.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31139.439453 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -31139.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31193.849609 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31193.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31225.322266 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31225.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31233.726562 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31233.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31235.572266 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -31235.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31239.748047 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -31239.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31245.570312 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -31245.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31261.154297 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -31261.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31268.748047 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -31268.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31276.812500 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -31276.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31276.812500 Penalty: 2899.833740
	Iteration 12F: 3 clusters Score -31276.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 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 203 members 
Entering Unmasked Estep 
Score: -34564.449219 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34564.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34870.113281 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34870.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35015.769531 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35015.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35344.734375 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -35344.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35504.363281 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -35504.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35604.757812 Penalty: 2956.658691
	Iteration 5F: 3 clusters Score -35604.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35647.703125 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -35647.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35693.566406 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -35693.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35737.273438 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -35737.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35761.507812 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -35761.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35808.441406 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -35808.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35817.082031 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -35817.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35825.589844 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -35825.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35825.589844 Penalty: 2956.658691
	Iteration 13F: 3 clusters Score -35825.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -711935.062500 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -711935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706752.750000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -706752.8 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -708130.750000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -708130.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -708362.062500 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -708362.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -708515.125000 Penalty: 4308.050293
	Iteration 3Q: 3 clusters Score -708515.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -708622.000000 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -708622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -708707.625000 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -708707.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -708778.187500 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -708778.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708842.937500 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -708842.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708905.875000 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -708905.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708955.500000 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -708955.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -708999.937500 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -708999.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -709053.000000 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -709053 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -709113.625000 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -709113.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -709200.562500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -709200.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -709301.937500 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -709301.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -709400.625000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -709400.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -709487.750000 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -709487.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -709571.062500 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -709571.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -709639.187500 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -709639.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -709697.687500 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -709697.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -709736.625000 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -709736.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -709770.187500 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -709770.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -709802.750000 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -709802.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -709820.562500 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -709820.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -709836.562500 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -709836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -709849.312500 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -709849.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -709867.250000 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -709867.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -709880.250000 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -709880.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -709892.562500 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -709892.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -709902.937500 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -709902.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -709910.250000 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -709910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -709918.625000 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -709918.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -709926.687500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -709926.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -709932.500000 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -709932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -709940.500000 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -709940.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -709947.500000 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -709947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -709950.625000 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -709950.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -709956.687500 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -709956.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -709967.375000 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -709967.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -709975.187500 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -709975.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -709987.375000 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -709987.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -709997.375000 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -709997.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -710011.187500 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -710011.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -710029.500000 Penalty: 4308.050293
	Iteration 43Q: 3 clusters Score -710029.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -710052.187500 Penalty: 4308.050293
	Iteration 44Q: 3 clusters Score -710052.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -710076.375000 Penalty: 4308.050293
	Iteration 45Q: 3 clusters Score -710076.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -710099.375000 Penalty: 4308.050293
	Iteration 46Q: 3 clusters Score -710099.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -710125.187500 Penalty: 4308.050293
	Iteration 47Q: 3 clusters Score -710125.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -710167.625000 Penalty: 4308.050293
	Iteration 48Q: 3 clusters Score -710167.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -710216.375000 Penalty: 4308.050293
	Iteration 49Q: 3 clusters Score -710216.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -710290.125000 Penalty: 4308.050293
	Iteration 50Q: 3 clusters Score -710290.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -710383.312500 Penalty: 4308.050293
	Iteration 51Q: 3 clusters Score -710383.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -710492.937500 Penalty: 4308.050293
	Iteration 52Q: 3 clusters Score -710492.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710567.187500 Penalty: 4308.050293
	Iteration 53Q: 3 clusters Score -710567.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -710621.000000 Penalty: 4308.050293
	Iteration 54Q: 3 clusters Score -710621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710650.125000 Penalty: 4308.050293
	Iteration 55Q: 3 clusters Score -710650.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -710666.562500 Penalty: 4308.050293
	Iteration 56Q: 3 clusters Score -710666.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -710676.250000 Penalty: 4308.050293
	Iteration 57Q: 3 clusters Score -710676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -710683.687500 Penalty: 4308.050293
	Iteration 58Q: 3 clusters Score -710683.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710690.250000 Penalty: 4308.050293
	Iteration 59Q: 3 clusters Score -710690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -710694.312500 Penalty: 4308.050293
	Iteration 60F: 3 clusters Score -710694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -710696.250000 Penalty: 4308.050293
	Iteration 61Q: 3 clusters Score -710696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -710697.875000 Penalty: 4308.050293
	Iteration 62Q: 3 clusters Score -710697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -710698.312500 Penalty: 4308.050293
	Iteration 63Q: 3 clusters Score -710698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710698.750000 Penalty: 4308.050293
	Iteration 64Q: 3 clusters Score -710698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -710699.750000 Penalty: 4308.050293
	Iteration 65Q: 3 clusters Score -710699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -710700.312500 Penalty: 4308.050293
	Iteration 66Q: 3 clusters Score -710700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -710700.750000 Penalty: 4308.050293
	Iteration 67Q: 3 clusters Score -710700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -710701.750000 Penalty: 4308.050293
	Iteration 68Q: 3 clusters Score -710701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -710702.500000 Penalty: 4308.050293
	Iteration 69Q: 3 clusters Score -710702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -710703.062500 Penalty: 4308.050293
	Iteration 70Q: 3 clusters Score -710703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -710703.062500 Penalty: 4308.050293
	Iteration 71F: 3 clusters Score -710703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -288085.687500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -288085.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285263.187500 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -285263.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285754.687500 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -285754.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -285877.781250 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -285877.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285947.343750 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -285947.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -285996.562500 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -285996.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286029.687500 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -286029.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286053.562500 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -286053.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -286071.562500 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -286071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -286087.218750 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -286087.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -286100.437500 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -286100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286106.312500 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -286106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -286114.031250 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -286114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286120.437500 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -286120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286123.000000 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -286123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286125.187500 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -286125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -286125.281250 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -286125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286125.781250 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -286125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286125.781250 Penalty: 3841.091797
	Iteration 17F: 3 clusters Score -286125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Entering Unmasked Estep 
Score: -2629316.000000 Penalty: 2470.117676
	Iteration 0F: 2 clusters Score -2629316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2614525.750000 Penalty: 4940.235352
	Iteration 0F: 3 clusters Score -2614526 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2619437.750000 Penalty: 4940.235352
	Iteration 1F: 3 clusters Score -2619438 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2619871.000000 Penalty: 4940.235352
	Iteration 2F: 3 clusters Score -2619871 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2620276.000000 Penalty: 4940.235352
	Iteration 3Q: 3 clusters Score -2620276 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2620715.250000 Penalty: 4940.235352
	Iteration 4Q: 3 clusters Score -2620715 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2621287.750000 Penalty: 4940.235352
	Iteration 5Q: 3 clusters Score -2621288 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2622117.500000 Penalty: 4940.235352
	Iteration 6F: 3 clusters Score -2622118 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2623180.000000 Penalty: 4940.235352
	Iteration 7F: 3 clusters Score -2623180 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2624422.500000 Penalty: 4940.235352
	Iteration 8F: 3 clusters Score -2624422 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2625542.250000 Penalty: 4940.235352
	Iteration 9F: 3 clusters Score -2625542 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2626255.750000 Penalty: 4940.235352
	Iteration 10Q: 3 clusters Score -2626256 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2626642.000000 Penalty: 4940.235352
	Iteration 11Q: 3 clusters Score -2626642 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2626848.250000 Penalty: 4940.235352
	Iteration 12Q: 3 clusters Score -2626848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2626970.500000 Penalty: 4940.235352
	Iteration 13Q: 3 clusters Score -2626970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2627040.750000 Penalty: 4940.235352
	Iteration 14Q: 3 clusters Score -2627041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2627068.250000 Penalty: 4940.235352
	Iteration 15Q: 3 clusters Score -2627068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2627092.750000 Penalty: 4940.235352
	Iteration 16Q: 3 clusters Score -2627093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2627105.250000 Penalty: 4940.235352
	Iteration 17Q: 3 clusters Score -2627105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2627115.500000 Penalty: 4940.235352
	Iteration 18Q: 3 clusters Score -2627116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2627126.750000 Penalty: 4940.235352
	Iteration 19Q: 3 clusters Score -2627127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2627128.750000 Penalty: 4940.235352
	Iteration 20F: 3 clusters Score -2627129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2627133.250000 Penalty: 4940.235352
	Iteration 21Q: 3 clusters Score -2627133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2627133.000000 Penalty: 4940.235352
	Iteration 22Q: 3 clusters Score -2627133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2627137.000000 Penalty: 4940.235352
	Iteration 23Q: 3 clusters Score -2627137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2627142.500000 Penalty: 4940.235352
	Iteration 24Q: 3 clusters Score -2627142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2627142.500000 Penalty: 4940.235352
	Iteration 25F: 3 clusters Score -2627142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -196434.718750 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -196434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -193975.265625 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -193975.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194393.937500 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -194393.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194521.250000 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -194521.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -194599.796875 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -194599.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -194656.515625 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -194656.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -194691.359375 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -194691.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -194725.265625 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -194725.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194756.828125 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -194756.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -194774.500000 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -194774.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -194792.156250 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -194792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -194804.750000 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -194804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194821.015625 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -194821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194839.234375 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -194839.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194858.843750 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -194858.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -194878.765625 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -194878.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194895.921875 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -194895.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -194909.781250 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -194909.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194921.640625 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -194921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -194926.781250 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -194926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -194927.921875 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -194927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -194929.218750 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -194929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194934.531250 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -194934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194937.953125 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -194938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194938.609375 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -194938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194939.593750 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -194939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -194940.406250 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -194940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194942.937500 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -194942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -194943.421875 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -194943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -194943.421875 Penalty: 3698.114990
	Iteration 28F: 3 clusters Score -194943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32969 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12921 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24188 members 
Mstep: Class 10 contains 162679 members 
Mstep: Class 11 contains 17361 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 352765 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11317 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37964 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 51461 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28127 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 53202 members 
Mstep: Class 37 contains 108981 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8238 members 
Mstep: Class 41 contains 14082 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5917 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21166 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013232.000000 Penalty: 166335.640625
Iteration 319Q: 49 clusters Score -1.420132e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 32979 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24187 members 
Mstep: Class 10 contains 162673 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 59648 members 
Mstep: Class 13 contains 352863 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37963 members 
Mstep: Class 20 contains 10230 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2604 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 51467 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4770 members 
Mstep: Class 36 contains 53225 members 
Mstep: Class 37 contains 108944 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8239 members 
Mstep: Class 41 contains 14082 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5916 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21167 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013200.000000 Penalty: 166335.640625
Iteration 320F: 49 clusters Score -1.420132e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 5919 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12923 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24189 members 
Mstep: Class 10 contains 162668 members 
Mstep: Class 11 contains 17338 members 
Mstep: Class 12 contains 59581 members 
Mstep: Class 13 contains 352941 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37960 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2606 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 51478 members 
Mstep: Class 29 contains 12662 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4768 members 
Mstep: Class 36 contains 53252 members 
Mstep: Class 37 contains 108911 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8241 members 
Mstep: Class 41 contains 14082 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21169 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013200.000000 Penalty: 166335.640625
Iteration 321Q: 49 clusters Score -1.420132e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32980 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24194 members 
Mstep: Class 10 contains 162658 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 59517 members 
Mstep: Class 13 contains 352997 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37959 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 16370 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51483 members 
Mstep: Class 29 contains 12662 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 53278 members 
Mstep: Class 37 contains 108901 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14086 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21173 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013088.000000 Penalty: 166335.640625
Iteration 322Q: 49 clusters Score -1.420131e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24199 members 
Mstep: Class 10 contains 162651 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 59450 members 
Mstep: Class 13 contains 353066 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11301 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37955 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16371 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51476 members 
Mstep: Class 29 contains 12659 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 53293 members 
Mstep: Class 37 contains 108900 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14092 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21173 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013072.000000 Penalty: 166335.640625
Iteration 323Q: 49 clusters Score -1.420131e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 32992 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24202 members 
Mstep: Class 10 contains 162647 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 59378 members 
Mstep: Class 13 contains 353114 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37953 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16372 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51478 members 
Mstep: Class 29 contains 12658 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28127 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 53314 members 
Mstep: Class 37 contains 108901 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14095 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21172 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142013056.000000 Penalty: 166335.640625
Iteration 324Q: 49 clusters Score -1.420131e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 32998 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162639 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 59309 members 
Mstep: Class 13 contains 353160 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51480 members 
Mstep: Class 29 contains 12658 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 53336 members 
Mstep: Class 37 contains 108901 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8242 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5915 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21173 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 325Q: 49 clusters Score -1.420129e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33001 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162639 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 59252 members 
Mstep: Class 13 contains 353209 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11285 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51479 members 
Mstep: Class 29 contains 12661 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28131 members 
Mstep: Class 35 contains 4765 members 
Mstep: Class 36 contains 53350 members 
Mstep: Class 37 contains 108893 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14096 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21172 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012976.000000 Penalty: 166335.640625
Iteration 326Q: 49 clusters Score -1.42013e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39725 members 
Mstep: Class 3 contains 33004 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24215 members 
Mstep: Class 10 contains 162635 members 
Mstep: Class 11 contains 17324 members 
Mstep: Class 12 contains 59209 members 
Mstep: Class 13 contains 353237 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11282 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51483 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28131 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53366 members 
Mstep: Class 37 contains 108881 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21172 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012768.000000 Penalty: 166335.640625
Iteration 327Q: 49 clusters Score -1.420128e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 33012 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24217 members 
Mstep: Class 10 contains 162625 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 59158 members 
Mstep: Class 13 contains 353287 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11282 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51484 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53383 members 
Mstep: Class 37 contains 108869 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21172 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012832.000000 Penalty: 166335.640625
Iteration 328Q: 49 clusters Score -1.420128e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 33014 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12930 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24215 members 
Mstep: Class 10 contains 162621 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 59114 members 
Mstep: Class 13 contains 353317 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11283 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51487 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28131 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53396 members 
Mstep: Class 37 contains 108871 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8242 members 
Mstep: Class 41 contains 14098 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21173 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 329Q: 49 clusters Score -1.420128e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 33018 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24212 members 
Mstep: Class 10 contains 162621 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 59078 members 
Mstep: Class 13 contains 353349 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11280 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2610 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51488 members 
Mstep: Class 29 contains 12663 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28131 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53407 members 
Mstep: Class 37 contains 108875 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14098 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21170 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012928.000000 Penalty: 166335.640625
Iteration 330Q: 49 clusters Score -1.420129e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39727 members 
Mstep: Class 3 contains 33020 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162617 members 
Mstep: Class 11 contains 17308 members 
Mstep: Class 12 contains 59049 members 
Mstep: Class 13 contains 353382 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51486 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53418 members 
Mstep: Class 37 contains 108876 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21167 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012960.000000 Penalty: 166335.640625
Iteration 331Q: 49 clusters Score -1.42013e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39726 members 
Mstep: Class 3 contains 33024 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162615 members 
Mstep: Class 11 contains 17304 members 
Mstep: Class 12 contains 59017 members 
Mstep: Class 13 contains 353407 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16373 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51488 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53429 members 
Mstep: Class 37 contains 108871 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14101 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21167 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012960.000000 Penalty: 166335.640625
Iteration 332Q: 49 clusters Score -1.42013e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39728 members 
Mstep: Class 3 contains 33025 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24208 members 
Mstep: Class 10 contains 162614 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 58994 members 
Mstep: Class 13 contains 353435 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51487 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53438 members 
Mstep: Class 37 contains 108862 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14103 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21165 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 333Q: 49 clusters Score -1.420129e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39728 members 
Mstep: Class 3 contains 33025 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162611 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 58980 members 
Mstep: Class 13 contains 353446 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51486 members 
Mstep: Class 29 contains 12664 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53451 members 
Mstep: Class 37 contains 108860 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21165 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 334Q: 49 clusters Score -1.420129e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 33030 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24205 members 
Mstep: Class 10 contains 162608 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 58968 members 
Mstep: Class 13 contains 353457 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51486 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53463 members 
Mstep: Class 37 contains 108853 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14101 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21166 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012880.000000 Penalty: 166335.640625
Iteration 335Q: 49 clusters Score -1.420129e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 33029 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24205 members 
Mstep: Class 10 contains 162603 members 
Mstep: Class 11 contains 17300 members 
Mstep: Class 12 contains 58963 members 
Mstep: Class 13 contains 353466 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51487 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53472 members 
Mstep: Class 37 contains 108844 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14103 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21165 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 336Q: 49 clusters Score -1.420128e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33028 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12930 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24205 members 
Mstep: Class 10 contains 162598 members 
Mstep: Class 11 contains 17298 members 
Mstep: Class 12 contains 58951 members 
Mstep: Class 13 contains 353478 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51488 members 
Mstep: Class 29 contains 12667 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53482 members 
Mstep: Class 37 contains 108843 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14100 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21162 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012880.000000 Penalty: 166335.640625
Iteration 337Q: 49 clusters Score -1.420129e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 33029 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12930 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24205 members 
Mstep: Class 10 contains 162593 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 58948 members 
Mstep: Class 13 contains 353484 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16375 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51488 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3459 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53487 members 
Mstep: Class 37 contains 108845 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14098 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21159 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012928.000000 Penalty: 166335.640625
Iteration 338Q: 49 clusters Score -1.420129e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 33029 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24205 members 
Mstep: Class 10 contains 162594 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 58935 members 
Mstep: Class 13 contains 353498 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51488 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53492 members 
Mstep: Class 37 contains 108842 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21156 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012912.000000 Penalty: 166335.640625
Iteration 339Q: 49 clusters Score -1.420129e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39722 members 
Mstep: Class 3 contains 33029 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24208 members 
Mstep: Class 10 contains 162594 members 
Mstep: Class 11 contains 17290 members 
Mstep: Class 12 contains 58921 members 
Mstep: Class 13 contains 353504 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11275 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51489 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53501 members 
Mstep: Class 37 contains 108844 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14099 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21157 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012832.000000 Penalty: 166335.640625
Iteration 340F: 49 clusters Score -1.420128e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33031 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162594 members 
Mstep: Class 11 contains 17287 members 
Mstep: Class 12 contains 58905 members 
Mstep: Class 13 contains 353517 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11273 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51490 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53509 members 
Mstep: Class 37 contains 108841 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14097 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21157 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012896.000000 Penalty: 166335.640625
Iteration 341Q: 49 clusters Score -1.420129e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 33034 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162590 members 
Mstep: Class 11 contains 17283 members 
Mstep: Class 12 contains 58898 members 
Mstep: Class 13 contains 353527 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11271 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51490 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53517 members 
Mstep: Class 37 contains 108838 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14096 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21157 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012864.000000 Penalty: 166335.640625
Iteration 342Q: 49 clusters Score -1.420129e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33037 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162587 members 
Mstep: Class 11 contains 17281 members 
Mstep: Class 12 contains 58889 members 
Mstep: Class 13 contains 353536 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11271 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51489 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53527 members 
Mstep: Class 37 contains 108833 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 14096 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21156 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012816.000000 Penalty: 166335.640625
Iteration 343Q: 49 clusters Score -1.420128e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33038 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162588 members 
Mstep: Class 11 contains 17281 members 
Mstep: Class 12 contains 58879 members 
Mstep: Class 13 contains 353544 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11272 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51484 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53536 members 
Mstep: Class 37 contains 108830 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14096 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21155 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012784.000000 Penalty: 166335.640625
Iteration 344Q: 49 clusters Score -1.420128e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33041 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162591 members 
Mstep: Class 11 contains 17279 members 
Mstep: Class 12 contains 58864 members 
Mstep: Class 13 contains 353548 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51485 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53545 members 
Mstep: Class 37 contains 108831 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8242 members 
Mstep: Class 41 contains 14095 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21155 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012800.000000 Penalty: 166335.640625
Iteration 345Q: 49 clusters Score -1.420128e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39717 members 
Mstep: Class 3 contains 33041 members 
Mstep: Class 4 contains 5903 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162587 members 
Mstep: Class 11 contains 17276 members 
Mstep: Class 12 contains 58857 members 
Mstep: Class 13 contains 353557 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51487 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53554 members 
Mstep: Class 37 contains 108832 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14091 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21154 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 346Q: 49 clusters Score -1.420127e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33044 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162586 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 58847 members 
Mstep: Class 13 contains 353572 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51489 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53557 members 
Mstep: Class 37 contains 108832 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14089 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21152 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 347Q: 49 clusters Score -1.420127e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33047 members 
Mstep: Class 4 contains 5897 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162584 members 
Mstep: Class 11 contains 17274 members 
Mstep: Class 12 contains 58840 members 
Mstep: Class 13 contains 353567 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53565 members 
Mstep: Class 37 contains 108834 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14089 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21150 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012656.000000 Penalty: 166335.640625
Iteration 348Q: 49 clusters Score -1.420127e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162582 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 58834 members 
Mstep: Class 13 contains 353570 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53571 members 
Mstep: Class 37 contains 108829 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14089 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21148 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012624.000000 Penalty: 166335.640625
Iteration 349Q: 49 clusters Score -1.420126e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33048 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162581 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 58830 members 
Mstep: Class 13 contains 353572 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53577 members 
Mstep: Class 37 contains 108827 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14088 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21148 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012752.000000 Penalty: 166335.640625
Iteration 350Q: 49 clusters Score -1.420128e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162582 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 58825 members 
Mstep: Class 13 contains 353576 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37953 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53584 members 
Mstep: Class 37 contains 108819 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14086 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21145 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 351Q: 49 clusters Score -1.420127e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33050 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162584 members 
Mstep: Class 11 contains 17270 members 
Mstep: Class 12 contains 58823 members 
Mstep: Class 13 contains 353580 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37955 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53590 members 
Mstep: Class 37 contains 108816 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14083 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21143 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012736.000000 Penalty: 166335.640625
Iteration 352Q: 49 clusters Score -1.420127e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162583 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 58822 members 
Mstep: Class 13 contains 353587 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53594 members 
Mstep: Class 37 contains 108815 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14082 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21142 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012704.000000 Penalty: 166335.640625
Iteration 353Q: 49 clusters Score -1.420127e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33050 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162582 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 58819 members 
Mstep: Class 13 contains 353593 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53597 members 
Mstep: Class 37 contains 108817 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14078 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012736.000000 Penalty: 166335.640625
Iteration 354Q: 49 clusters Score -1.420127e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162581 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 58811 members 
Mstep: Class 13 contains 353603 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53600 members 
Mstep: Class 37 contains 108817 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14076 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012768.000000 Penalty: 166335.640625
Iteration 355Q: 49 clusters Score -1.420128e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162579 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 58805 members 
Mstep: Class 13 contains 353612 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51490 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53602 members 
Mstep: Class 37 contains 108816 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14073 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012784.000000 Penalty: 166335.640625
Iteration 356Q: 49 clusters Score -1.420128e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162578 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 58801 members 
Mstep: Class 13 contains 353616 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53605 members 
Mstep: Class 37 contains 108817 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14069 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 357Q: 49 clusters Score -1.420127e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33050 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162576 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58799 members 
Mstep: Class 13 contains 353618 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37954 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53607 members 
Mstep: Class 37 contains 108814 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14068 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012752.000000 Penalty: 166335.640625
Iteration 358Q: 49 clusters Score -1.420128e+08 nChanged 19
Entering ConstructFrom: 
Score: -142012752.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -889033.875000 Penalty: 2206.251953
	Iteration 0F: 2 clusters Score -889033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -883145.750000 Penalty: 4412.503906
	Iteration 0F: 3 clusters Score -883145.8 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -884750.500000 Penalty: 4412.503906
	Iteration 1F: 3 clusters Score -884750.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -885027.000000 Penalty: 4412.503906
	Iteration 2F: 3 clusters Score -885027 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -885214.000000 Penalty: 4412.503906
	Iteration 3F: 3 clusters Score -885214 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -885333.562500 Penalty: 4412.503906
	Iteration 4Q: 3 clusters Score -885333.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -885429.875000 Penalty: 4412.503906
	Iteration 5Q: 3 clusters Score -885429.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -885503.687500 Penalty: 4412.503906
	Iteration 6Q: 3 clusters Score -885503.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -885568.875000 Penalty: 4412.503906
	Iteration 7Q: 3 clusters Score -885568.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -885640.250000 Penalty: 4412.503906
	Iteration 8Q: 3 clusters Score -885640.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -885700.062500 Penalty: 4412.503906
	Iteration 9Q: 3 clusters Score -885700.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -885755.500000 Penalty: 4412.503906
	Iteration 10Q: 3 clusters Score -885755.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -885817.812500 Penalty: 4412.503906
	Iteration 11Q: 3 clusters Score -885817.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -885891.250000 Penalty: 4412.503906
	Iteration 12Q: 3 clusters Score -885891.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -885955.687500 Penalty: 4412.503906
	Iteration 13Q: 3 clusters Score -885955.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -886022.937500 Penalty: 4412.503906
	Iteration 14Q: 3 clusters Score -886022.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -886086.937500 Penalty: 4412.503906
	Iteration 15Q: 3 clusters Score -886086.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -886151.312500 Penalty: 4412.503906
	Iteration 16Q: 3 clusters Score -886151.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -886215.312500 Penalty: 4412.503906
	Iteration 17Q: 3 clusters Score -886215.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -886268.312500 Penalty: 4412.503906
	Iteration 18Q: 3 clusters Score -886268.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -886311.062500 Penalty: 4412.503906
	Iteration 19Q: 3 clusters Score -886311.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -886350.687500 Penalty: 4412.503906
	Iteration 20F: 3 clusters Score -886350.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -886406.375000 Penalty: 4412.503906
	Iteration 21Q: 3 clusters Score -886406.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -886452.437500 Penalty: 4412.503906
	Iteration 22Q: 3 clusters Score -886452.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -886484.437500 Penalty: 4412.503906
	Iteration 23Q: 3 clusters Score -886484.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -886507.062500 Penalty: 4412.503906
	Iteration 24Q: 3 clusters Score -886507.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -886525.687500 Penalty: 4412.503906
	Iteration 25Q: 3 clusters Score -886525.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -886545.375000 Penalty: 4412.503906
	Iteration 26Q: 3 clusters Score -886545.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -886565.187500 Penalty: 4412.503906
	Iteration 27Q: 3 clusters Score -886565.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -886582.937500 Penalty: 4412.503906
	Iteration 28Q: 3 clusters Score -886582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -886597.125000 Penalty: 4412.503906
	Iteration 29Q: 3 clusters Score -886597.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -886616.875000 Penalty: 4412.503906
	Iteration 30Q: 3 clusters Score -886616.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -886644.750000 Penalty: 4412.503906
	Iteration 31Q: 3 clusters Score -886644.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -886670.437500 Penalty: 4412.503906
	Iteration 32Q: 3 clusters Score -886670.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -886706.000000 Penalty: 4412.503906
	Iteration 33Q: 3 clusters Score -886706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -886746.062500 Penalty: 4412.503906
	Iteration 34Q: 3 clusters Score -886746.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -886804.000000 Penalty: 4412.503906
	Iteration 35Q: 3 clusters Score -886804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -886864.500000 Penalty: 4412.503906
	Iteration 36Q: 3 clusters Score -886864.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -886923.125000 Penalty: 4412.503906
	Iteration 37Q: 3 clusters Score -886923.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -886974.312500 Penalty: 4412.503906
	Iteration 38Q: 3 clusters Score -886974.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -887016.437500 Penalty: 4412.503906
	Iteration 39Q: 3 clusters Score -887016.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -887051.062500 Penalty: 4412.503906
	Iteration 40F: 3 clusters Score -887051.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -887080.250000 Penalty: 4412.503906
	Iteration 41Q: 3 clusters Score -887080.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -887103.437500 Penalty: 4412.503906
	Iteration 42Q: 3 clusters Score -887103.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -887120.812500 Penalty: 4412.503906
	Iteration 43Q: 3 clusters Score -887120.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -887133.687500 Penalty: 4412.503906
	Iteration 44Q: 3 clusters Score -887133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -887144.750000 Penalty: 4412.503906
	Iteration 45Q: 3 clusters Score -887144.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -887156.562500 Penalty: 4412.503906
	Iteration 46Q: 3 clusters Score -887156.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -887171.250000 Penalty: 4412.503906
	Iteration 47Q: 3 clusters Score -887171.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -887180.750000 Penalty: 4412.503906
	Iteration 48Q: 3 clusters Score -887180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -887193.125000 Penalty: 4412.503906
	Iteration 49Q: 3 clusters Score -887193.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -887205.312500 Penalty: 4412.503906
	Iteration 50Q: 3 clusters Score -887205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -887216.437500 Penalty: 4412.503906
	Iteration 51Q: 3 clusters Score -887216.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -887229.437500 Penalty: 4412.503906
	Iteration 52Q: 3 clusters Score -887229.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -887240.375000 Penalty: 4412.503906
	Iteration 53Q: 3 clusters Score -887240.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -887255.312500 Penalty: 4412.503906
	Iteration 54Q: 3 clusters Score -887255.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -887267.562500 Penalty: 4412.503906
	Iteration 55Q: 3 clusters Score -887267.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -887275.437500 Penalty: 4412.503906
	Iteration 56Q: 3 clusters Score -887275.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -887281.937500 Penalty: 4412.503906
	Iteration 57Q: 3 clusters Score -887281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -887288.812500 Penalty: 4412.503906
	Iteration 58Q: 3 clusters Score -887288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -887295.125000 Penalty: 4412.503906
	Iteration 59Q: 3 clusters Score -887295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -887297.187500 Penalty: 4412.503906
	Iteration 60F: 3 clusters Score -887297.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -887301.500000 Penalty: 4412.503906
	Iteration 61Q: 3 clusters Score -887301.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -887302.687500 Penalty: 4412.503906
	Iteration 62Q: 3 clusters Score -887302.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -887307.750000 Penalty: 4412.503906
	Iteration 63Q: 3 clusters Score -887307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -887310.312500 Penalty: 4412.503906
	Iteration 64Q: 3 clusters Score -887310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -887313.750000 Penalty: 4412.503906
	Iteration 65Q: 3 clusters Score -887313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -887315.687500 Penalty: 4412.503906
	Iteration 66Q: 3 clusters Score -887315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -887317.625000 Penalty: 4412.503906
	Iteration 67Q: 3 clusters Score -887317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -887317.500000 Penalty: 4412.503906
	Iteration 68Q: 3 clusters Score -887317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -887319.625000 Penalty: 4412.503906
	Iteration 69Q: 3 clusters Score -887319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -887322.562500 Penalty: 4412.503906
	Iteration 70Q: 3 clusters Score -887322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -887325.687500 Penalty: 4412.503906
	Iteration 71Q: 3 clusters Score -887325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -887325.437500 Penalty: 4412.503906
	Iteration 72Q: 3 clusters Score -887325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -887326.250000 Penalty: 4412.503906
	Iteration 73Q: 3 clusters Score -887326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -887328.000000 Penalty: 4412.503906
	Iteration 74Q: 3 clusters Score -887328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -887328.000000 Penalty: 4412.503906
	Iteration 75F: 3 clusters Score -887328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Entering Unmasked Estep 
Score: -4931681.000000 Penalty: 2626.229492
	Iteration 0F: 2 clusters Score -4931681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4904571.500000 Penalty: 5252.458984
	Iteration 0F: 3 clusters Score -4904572 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4914554.500000 Penalty: 5252.458984
	Iteration 1F: 3 clusters Score -4914554 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4915074.500000 Penalty: 5252.458984
	Iteration 2Q: 3 clusters Score -4915074 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4915592.000000 Penalty: 5252.458984
	Iteration 3Q: 3 clusters Score -4915592 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4916137.000000 Penalty: 5252.458984
	Iteration 4Q: 3 clusters Score -4916137 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4916857.500000 Penalty: 5252.458984
	Iteration 5Q: 3 clusters Score -4916858 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4917864.500000 Penalty: 5252.458984
	Iteration 6F: 3 clusters Score -4917864 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4919233.500000 Penalty: 5252.458984
	Iteration 7F: 3 clusters Score -4919234 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4920748.000000 Penalty: 5252.458984
	Iteration 8F: 3 clusters Score -4920748 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -4922239.000000 Penalty: 5252.458984
	Iteration 9F: 3 clusters Score -4922239 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4923542.000000 Penalty: 5252.458984
	Iteration 10F: 3 clusters Score -4923542 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4924623.000000 Penalty: 5252.458984
	Iteration 11F: 3 clusters Score -4924623 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4925497.500000 Penalty: 5252.458984
	Iteration 12Q: 3 clusters Score -4925498 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4926232.500000 Penalty: 5252.458984
	Iteration 13Q: 3 clusters Score -4926232 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4926906.000000 Penalty: 5252.458984
	Iteration 14Q: 3 clusters Score -4926906 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4927535.500000 Penalty: 5252.458984
	Iteration 15Q: 3 clusters Score -4927536 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4928038.000000 Penalty: 5252.458984
	Iteration 16Q: 3 clusters Score -4928038 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4928460.500000 Penalty: 5252.458984
	Iteration 17Q: 3 clusters Score -4928460 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4928703.500000 Penalty: 5252.458984
	Iteration 18Q: 3 clusters Score -4928704 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4928908.500000 Penalty: 5252.458984
	Iteration 19Q: 3 clusters Score -4928908 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4929060.500000 Penalty: 5252.458984
	Iteration 20F: 3 clusters Score -4929060 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4929168.000000 Penalty: 5252.458984
	Iteration 21Q: 3 clusters Score -4929168 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4929237.000000 Penalty: 5252.458984
	Iteration 22Q: 3 clusters Score -4929237 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4929299.000000 Penalty: 5252.458984
	Iteration 23Q: 3 clusters Score -4929299 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4929350.500000 Penalty: 5252.458984
	Iteration 24Q: 3 clusters Score -4929350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4929373.000000 Penalty: 5252.458984
	Iteration 25Q: 3 clusters Score -4929373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4929394.000000 Penalty: 5252.458984
	Iteration 26Q: 3 clusters Score -4929394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -4929408.000000 Penalty: 5252.458984
	Iteration 27Q: 3 clusters Score -4929408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4929427.000000 Penalty: 5252.458984
	Iteration 28Q: 3 clusters Score -4929427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -4929450.500000 Penalty: 5252.458984
	Iteration 29Q: 3 clusters Score -4929450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -4929466.500000 Penalty: 5252.458984
	Iteration 30Q: 3 clusters Score -4929466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4929481.000000 Penalty: 5252.458984
	Iteration 31Q: 3 clusters Score -4929481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4929499.500000 Penalty: 5252.458984
	Iteration 32Q: 3 clusters Score -4929500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4929516.000000 Penalty: 5252.458984
	Iteration 33Q: 3 clusters Score -4929516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4929519.000000 Penalty: 5252.458984
	Iteration 34Q: 3 clusters Score -4929519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4929531.500000 Penalty: 5252.458984
	Iteration 35Q: 3 clusters Score -4929532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4929542.000000 Penalty: 5252.458984
	Iteration 36Q: 3 clusters Score -4929542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -4929551.000000 Penalty: 5252.458984
	Iteration 37Q: 3 clusters Score -4929551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4929554.000000 Penalty: 5252.458984
	Iteration 38Q: 3 clusters Score -4929554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -4929555.000000 Penalty: 5252.458984
	Iteration 39Q: 3 clusters Score -4929555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4929549.000000 Penalty: 5252.458984
	Iteration 40F: 3 clusters Score -4929549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -4929557.000000 Penalty: 5252.458984
	Iteration 41Q: 3 clusters Score -4929557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4929570.500000 Penalty: 5252.458984
	Iteration 42Q: 3 clusters Score -4929570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -4929577.000000 Penalty: 5252.458984
	Iteration 43Q: 3 clusters Score -4929577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4929581.000000 Penalty: 5252.458984
	Iteration 44Q: 3 clusters Score -4929581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4929588.500000 Penalty: 5252.458984
	Iteration 45Q: 3 clusters Score -4929588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -4929586.500000 Penalty: 5252.458984
	Iteration 46Q: 3 clusters Score -4929586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4929585.000000 Penalty: 5252.458984
	Iteration 47Q: 3 clusters Score -4929585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4929582.500000 Penalty: 5252.458984
	Iteration 48Q: 3 clusters Score -4929582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4929585.000000 Penalty: 5252.458984
	Iteration 49Q: 3 clusters Score -4929585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -4929591.000000 Penalty: 5252.458984
	Iteration 50Q: 3 clusters Score -4929591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4929594.000000 Penalty: 5252.458984
	Iteration 51Q: 3 clusters Score -4929594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4929595.500000 Penalty: 5252.458984
	Iteration 52Q: 3 clusters Score -4929596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4929594.500000 Penalty: 5252.458984
	Iteration 53Q: 3 clusters Score -4929594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4929600.000000 Penalty: 5252.458984
	Iteration 54Q: 3 clusters Score -4929600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4929599.500000 Penalty: 5252.458984
	Iteration 55Q: 3 clusters Score -4929600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4929602.500000 Penalty: 5252.458984
	Iteration 56Q: 3 clusters Score -4929602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4929608.500000 Penalty: 5252.458984
	Iteration 57Q: 3 clusters Score -4929608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4929615.500000 Penalty: 5252.458984
	Iteration 58Q: 3 clusters Score -4929616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4929618.000000 Penalty: 5252.458984
	Iteration 59Q: 3 clusters Score -4929618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4929617.000000 Penalty: 5252.458984
	Iteration 60F: 3 clusters Score -4929617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4929616.000000 Penalty: 5252.458984
	Iteration 61Q: 3 clusters Score -4929616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4929617.000000 Penalty: 5252.458984
	Iteration 62Q: 3 clusters Score -4929617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4929618.000000 Penalty: 5252.458984
	Iteration 63Q: 3 clusters Score -4929618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4929621.000000 Penalty: 5252.458984
	Iteration 64Q: 3 clusters Score -4929621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4929621.000000 Penalty: 5252.458984
	Iteration 65Q: 3 clusters Score -4929621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -4929623.500000 Penalty: 5252.458984
	Iteration 66Q: 3 clusters Score -4929624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -4929623.000000 Penalty: 5252.458984
	Iteration 67Q: 3 clusters Score -4929623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4929621.500000 Penalty: 5252.458984
	Iteration 68Q: 3 clusters Score -4929622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4929618.500000 Penalty: 5252.458984
	Iteration 69Q: 3 clusters Score -4929618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4929624.000000 Penalty: 5252.458984
	Iteration 70Q: 3 clusters Score -4929624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4929623.500000 Penalty: 5252.458984
	Iteration 71Q: 3 clusters Score -4929624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4929614.000000 Penalty: 5252.458984
	Iteration 72Q: 3 clusters Score -4929614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4929613.000000 Penalty: 5252.458984
	Iteration 73Q: 3 clusters Score -4929613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4929618.500000 Penalty: 5252.458984
	Iteration 74Q: 3 clusters Score -4929618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4929622.000000 Penalty: 5252.458984
	Iteration 75Q: 3 clusters Score -4929622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4929617.500000 Penalty: 5252.458984
	Iteration 76Q: 3 clusters Score -4929618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4929617.500000 Penalty: 5252.458984
	Iteration 77F: 3 clusters Score -4929618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Entering Unmasked Estep 
Score: -3866969.500000 Penalty: 2580.640137
	Iteration 0F: 2 clusters Score -3866970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3844478.500000 Penalty: 5161.280273
	Iteration 0F: 3 clusters Score -3844478 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3852818.000000 Penalty: 5161.280273
	Iteration 1F: 3 clusters Score -3852818 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3853715.000000 Penalty: 5161.280273
	Iteration 2F: 3 clusters Score -3853715 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3854777.750000 Penalty: 5161.280273
	Iteration 3F: 3 clusters Score -3854778 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3855940.500000 Penalty: 5161.280273
	Iteration 4F: 3 clusters Score -3855940 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3857171.500000 Penalty: 5161.280273
	Iteration 5F: 3 clusters Score -3857172 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3858379.750000 Penalty: 5161.280273
	Iteration 6F: 3 clusters Score -3858380 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3859480.500000 Penalty: 5161.280273
	Iteration 7F: 3 clusters Score -3859480 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3860474.000000 Penalty: 5161.280273
	Iteration 8Q: 3 clusters Score -3860474 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3861420.750000 Penalty: 5161.280273
	Iteration 9Q: 3 clusters Score -3861421 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3862173.750000 Penalty: 5161.280273
	Iteration 10Q: 3 clusters Score -3862174 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3862769.250000 Penalty: 5161.280273
	Iteration 11Q: 3 clusters Score -3862769 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3863244.750000 Penalty: 5161.280273
	Iteration 12Q: 3 clusters Score -3863245 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3863502.250000 Penalty: 5161.280273
	Iteration 13Q: 3 clusters Score -3863502 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3863649.750000 Penalty: 5161.280273
	Iteration 14Q: 3 clusters Score -3863650 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3863732.250000 Penalty: 5161.280273
	Iteration 15Q: 3 clusters Score -3863732 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3863773.500000 Penalty: 5161.280273
	Iteration 16Q: 3 clusters Score -3863774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3863810.500000 Penalty: 5161.280273
	Iteration 17Q: 3 clusters Score -3863810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3863848.000000 Penalty: 5161.280273
	Iteration 18Q: 3 clusters Score -3863848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3863879.000000 Penalty: 5161.280273
	Iteration 19Q: 3 clusters Score -3863879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3863884.000000 Penalty: 5161.280273
	Iteration 20F: 3 clusters Score -3863884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3863904.250000 Penalty: 5161.280273
	Iteration 21Q: 3 clusters Score -3863904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3863911.250000 Penalty: 5161.280273
	Iteration 22Q: 3 clusters Score -3863911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3863924.500000 Penalty: 5161.280273
	Iteration 23Q: 3 clusters Score -3863924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3863934.500000 Penalty: 5161.280273
	Iteration 24Q: 3 clusters Score -3863934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3863934.000000 Penalty: 5161.280273
	Iteration 25Q: 3 clusters Score -3863934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3863949.000000 Penalty: 5161.280273
	Iteration 26Q: 3 clusters Score -3863949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3863951.000000 Penalty: 5161.280273
	Iteration 27Q: 3 clusters Score -3863951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3863965.500000 Penalty: 5161.280273
	Iteration 28Q: 3 clusters Score -3863966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3863971.000000 Penalty: 5161.280273
	Iteration 29Q: 3 clusters Score -3863971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3863979.750000 Penalty: 5161.280273
	Iteration 30Q: 3 clusters Score -3863980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3863982.250000 Penalty: 5161.280273
	Iteration 31Q: 3 clusters Score -3863982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3863980.750000 Penalty: 5161.280273
	Iteration 32Q: 3 clusters Score -3863981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3863985.500000 Penalty: 5161.280273
	Iteration 33Q: 3 clusters Score -3863986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3863985.500000 Penalty: 5161.280273
	Iteration 34Q: 3 clusters Score -3863986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3864004.250000 Penalty: 5161.280273
	Iteration 35Q: 3 clusters Score -3864004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3864008.250000 Penalty: 5161.280273
	Iteration 36Q: 3 clusters Score -3864008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3864014.750000 Penalty: 5161.280273
	Iteration 37Q: 3 clusters Score -3864015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3864018.500000 Penalty: 5161.280273
	Iteration 38Q: 3 clusters Score -3864018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3864024.750000 Penalty: 5161.280273
	Iteration 39Q: 3 clusters Score -3864025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3864032.000000 Penalty: 5161.280273
	Iteration 40F: 3 clusters Score -3864032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3864033.250000 Penalty: 5161.280273
	Iteration 41Q: 3 clusters Score -3864033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3864040.750000 Penalty: 5161.280273
	Iteration 42Q: 3 clusters Score -3864041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3864037.000000 Penalty: 5161.280273
	Iteration 43Q: 3 clusters Score -3864037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3864039.000000 Penalty: 5161.280273
	Iteration 44Q: 3 clusters Score -3864039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3864056.250000 Penalty: 5161.280273
	Iteration 45Q: 3 clusters Score -3864056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3864068.750000 Penalty: 5161.280273
	Iteration 46Q: 3 clusters Score -3864069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3864087.500000 Penalty: 5161.280273
	Iteration 47Q: 3 clusters Score -3864088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3864112.000000 Penalty: 5161.280273
	Iteration 48Q: 3 clusters Score -3864112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3864127.000000 Penalty: 5161.280273
	Iteration 49Q: 3 clusters Score -3864127 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3864156.750000 Penalty: 5161.280273
	Iteration 50Q: 3 clusters Score -3864157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3864176.500000 Penalty: 5161.280273
	Iteration 51Q: 3 clusters Score -3864176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3864200.500000 Penalty: 5161.280273
	Iteration 52Q: 3 clusters Score -3864200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3864230.500000 Penalty: 5161.280273
	Iteration 53Q: 3 clusters Score -3864230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3864243.250000 Penalty: 5161.280273
	Iteration 54Q: 3 clusters Score -3864243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3864266.500000 Penalty: 5161.280273
	Iteration 55Q: 3 clusters Score -3864266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3864277.000000 Penalty: 5161.280273
	Iteration 56Q: 3 clusters Score -3864277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3864281.250000 Penalty: 5161.280273
	Iteration 57Q: 3 clusters Score -3864281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3864304.250000 Penalty: 5161.280273
	Iteration 58Q: 3 clusters Score -3864304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3864319.750000 Penalty: 5161.280273
	Iteration 59Q: 3 clusters Score -3864320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3864333.000000 Penalty: 5161.280273
	Iteration 60F: 3 clusters Score -3864333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3864354.500000 Penalty: 5161.280273
	Iteration 61Q: 3 clusters Score -3864354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3864371.500000 Penalty: 5161.280273
	Iteration 62Q: 3 clusters Score -3864372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3864394.250000 Penalty: 5161.280273
	Iteration 63Q: 3 clusters Score -3864394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3864420.750000 Penalty: 5161.280273
	Iteration 64Q: 3 clusters Score -3864421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3864436.000000 Penalty: 5161.280273
	Iteration 65Q: 3 clusters Score -3864436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3864456.250000 Penalty: 5161.280273
	Iteration 66Q: 3 clusters Score -3864456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3864461.750000 Penalty: 5161.280273
	Iteration 67Q: 3 clusters Score -3864462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3864484.250000 Penalty: 5161.280273
	Iteration 68Q: 3 clusters Score -3864484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3864496.250000 Penalty: 5161.280273
	Iteration 69Q: 3 clusters Score -3864496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3864523.000000 Penalty: 5161.280273
	Iteration 70Q: 3 clusters Score -3864523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3864513.750000 Penalty: 5161.280273
	Iteration 71Q: 3 clusters Score -3864514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3864534.250000 Penalty: 5161.280273
	Iteration 72Q: 3 clusters Score -3864534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3864538.750000 Penalty: 5161.280273
	Iteration 73Q: 3 clusters Score -3864539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3864568.000000 Penalty: 5161.280273
	Iteration 74Q: 3 clusters Score -3864568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3864582.250000 Penalty: 5161.280273
	Iteration 75Q: 3 clusters Score -3864582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3864593.500000 Penalty: 5161.280273
	Iteration 76Q: 3 clusters Score -3864594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3864598.500000 Penalty: 5161.280273
	Iteration 77Q: 3 clusters Score -3864598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3864625.250000 Penalty: 5161.280273
	Iteration 78Q: 3 clusters Score -3864625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3864629.750000 Penalty: 5161.280273
	Iteration 79Q: 3 clusters Score -3864630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3864641.750000 Penalty: 5161.280273
	Iteration 80F: 3 clusters Score -3864642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3864653.500000 Penalty: 5161.280273
	Iteration 81Q: 3 clusters Score -3864654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3864665.000000 Penalty: 5161.280273
	Iteration 82Q: 3 clusters Score -3864665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3864677.500000 Penalty: 5161.280273
	Iteration 83Q: 3 clusters Score -3864678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3864676.750000 Penalty: 5161.280273
	Iteration 84Q: 3 clusters Score -3864677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3864683.000000 Penalty: 5161.280273
	Iteration 85Q: 3 clusters Score -3864683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3864691.000000 Penalty: 5161.280273
	Iteration 86Q: 3 clusters Score -3864691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3864704.500000 Penalty: 5161.280273
	Iteration 87Q: 3 clusters Score -3864704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3864704.250000 Penalty: 5161.280273
	Iteration 88Q: 3 clusters Score -3864704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3864710.500000 Penalty: 5161.280273
	Iteration 89Q: 3 clusters Score -3864710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3864723.000000 Penalty: 5161.280273
	Iteration 90Q: 3 clusters Score -3864723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3864739.000000 Penalty: 5161.280273
	Iteration 91Q: 3 clusters Score -3864739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3864756.250000 Penalty: 5161.280273
	Iteration 92Q: 3 clusters Score -3864756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3864765.750000 Penalty: 5161.280273
	Iteration 93Q: 3 clusters Score -3864766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3864762.750000 Penalty: 5161.280273
	Iteration 94Q: 3 clusters Score -3864763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3864768.250000 Penalty: 5161.280273
	Iteration 95Q: 3 clusters Score -3864768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3864779.250000 Penalty: 5161.280273
	Iteration 96Q: 3 clusters Score -3864779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3864789.250000 Penalty: 5161.280273
	Iteration 97Q: 3 clusters Score -3864789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3864796.000000 Penalty: 5161.280273
	Iteration 98Q: 3 clusters Score -3864796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3864799.750000 Penalty: 5161.280273
	Iteration 99Q: 3 clusters Score -3864800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3864798.500000 Penalty: 5161.280273
	Iteration 100F: 3 clusters Score -3864798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3864803.750000 Penalty: 5161.280273
	Iteration 101Q: 3 clusters Score -3864804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3864813.500000 Penalty: 5161.280273
	Iteration 102Q: 3 clusters Score -3864814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3864815.500000 Penalty: 5161.280273
	Iteration 103Q: 3 clusters Score -3864816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3864819.750000 Penalty: 5161.280273
	Iteration 104Q: 3 clusters Score -3864820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3864822.000000 Penalty: 5161.280273
	Iteration 105Q: 3 clusters Score -3864822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3864822.250000 Penalty: 5161.280273
	Iteration 106Q: 3 clusters Score -3864822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3864831.250000 Penalty: 5161.280273
	Iteration 107Q: 3 clusters Score -3864831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3864826.500000 Penalty: 5161.280273
	Iteration 108Q: 3 clusters Score -3864826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3864823.250000 Penalty: 5161.280273
	Iteration 109Q: 3 clusters Score -3864823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3864831.750000 Penalty: 5161.280273
	Iteration 110Q: 3 clusters Score -3864832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3864838.250000 Penalty: 5161.280273
	Iteration 111Q: 3 clusters Score -3864838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3864836.250000 Penalty: 5161.280273
	Iteration 112Q: 3 clusters Score -3864836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3864839.000000 Penalty: 5161.280273
	Iteration 113Q: 3 clusters Score -3864839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3864839.250000 Penalty: 5161.280273
	Iteration 114Q: 3 clusters Score -3864839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3864839.250000 Penalty: 5161.280273
	Iteration 115Q: 3 clusters Score -3864839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3864837.500000 Penalty: 5161.280273
	Iteration 116Q: 3 clusters Score -3864838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3864840.250000 Penalty: 5161.280273
	Iteration 117Q: 3 clusters Score -3864840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3864838.750000 Penalty: 5161.280273
	Iteration 118Q: 3 clusters Score -3864839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3864838.750000 Penalty: 5161.280273
	Iteration 119F: 3 clusters Score -3864839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -675828.437500 Penalty: 2153.101318
	Iteration 0F: 2 clusters Score -675828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -670717.062500 Penalty: 4306.202637
	Iteration 0F: 3 clusters Score -670717.1 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -672017.312500 Penalty: 4306.202637
	Iteration 1F: 3 clusters Score -672017.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -672323.250000 Penalty: 4306.202637
	Iteration 2F: 3 clusters Score -672323.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -672620.812500 Penalty: 4306.202637
	Iteration 3F: 3 clusters Score -672620.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -672963.437500 Penalty: 4306.202637
	Iteration 4F: 3 clusters Score -672963.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -673311.250000 Penalty: 4306.202637
	Iteration 5F: 3 clusters Score -673311.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -673592.937500 Penalty: 4306.202637
	Iteration 6F: 3 clusters Score -673592.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -673809.062500 Penalty: 4306.202637
	Iteration 7Q: 3 clusters Score -673809.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -673980.250000 Penalty: 4306.202637
	Iteration 8Q: 3 clusters Score -673980.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -674120.437500 Penalty: 4306.202637
	Iteration 9Q: 3 clusters Score -674120.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -674220.625000 Penalty: 4306.202637
	Iteration 10Q: 3 clusters Score -674220.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -674298.187500 Penalty: 4306.202637
	Iteration 11Q: 3 clusters Score -674298.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -674370.000000 Penalty: 4306.202637
	Iteration 12Q: 3 clusters Score -674370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -674437.062500 Penalty: 4306.202637
	Iteration 13Q: 3 clusters Score -674437.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -674481.875000 Penalty: 4306.202637
	Iteration 14Q: 3 clusters Score -674481.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -674508.250000 Penalty: 4306.202637
	Iteration 15Q: 3 clusters Score -674508.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -674525.312500 Penalty: 4306.202637
	Iteration 16Q: 3 clusters Score -674525.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -674545.125000 Penalty: 4306.202637
	Iteration 17Q: 3 clusters Score -674545.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -674568.812500 Penalty: 4306.202637
	Iteration 18Q: 3 clusters Score -674568.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -674588.562500 Penalty: 4306.202637
	Iteration 19Q: 3 clusters Score -674588.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -674600.812500 Penalty: 4306.202637
	Iteration 20F: 3 clusters Score -674600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -674614.687500 Penalty: 4306.202637
	Iteration 21Q: 3 clusters Score -674614.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -674630.250000 Penalty: 4306.202637
	Iteration 22Q: 3 clusters Score -674630.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -674637.125000 Penalty: 4306.202637
	Iteration 23Q: 3 clusters Score -674637.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -674645.000000 Penalty: 4306.202637
	Iteration 24Q: 3 clusters Score -674645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -674653.937500 Penalty: 4306.202637
	Iteration 25Q: 3 clusters Score -674653.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -674663.562500 Penalty: 4306.202637
	Iteration 26Q: 3 clusters Score -674663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -674668.250000 Penalty: 4306.202637
	Iteration 27Q: 3 clusters Score -674668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -674676.000000 Penalty: 4306.202637
	Iteration 28Q: 3 clusters Score -674676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -674680.062500 Penalty: 4306.202637
	Iteration 29Q: 3 clusters Score -674680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -674681.250000 Penalty: 4306.202637
	Iteration 30Q: 3 clusters Score -674681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -674682.375000 Penalty: 4306.202637
	Iteration 31Q: 3 clusters Score -674682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -674682.375000 Penalty: 4306.202637
	Iteration 32F: 3 clusters Score -674682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66542.875000 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66542.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67076.789062 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67076.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67618.187500 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67618.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68019.468750 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -68019.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68489.007812 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -68489.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68760.406250 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -68760.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68954.226562 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -68954.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69018.687500 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -69018.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69023.578125 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -69023.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69030.898438 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -69030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69042.375000 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -69042.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69063.218750 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -69063.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69090.578125 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -69090.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69118.601562 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -69118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69126.945312 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -69126.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69142.351562 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -69142.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69147.492188 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -69147.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69150.984375 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -69150.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69154.226562 Penalty: 3237.867188
	Iteration 18F: 3 clusters Score -69154.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69163.007812 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -69163.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69181.195312 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -69181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69224.835938 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -69224.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69257.101562 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -69257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69260.164062 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -69260.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69260.164062 Penalty: 3237.867188
	Iteration 24F: 3 clusters Score -69260.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162576 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58797 members 
Mstep: Class 13 contains 353624 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37952 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53610 members 
Mstep: Class 37 contains 108808 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14068 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 462 members 
Entering Unmasked Estep 
Score: -142012016.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142012752.000000 to -142012016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Entering Unmasked Estep 
Score: -1488621.375000 Penalty: 2347.834229
	Iteration 0F: 2 clusters Score -1488621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1479086.375000 Penalty: 4695.668457
	Iteration 0F: 3 clusters Score -1479086 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1482046.750000 Penalty: 4695.668457
	Iteration 1F: 3 clusters Score -1482047 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1482421.250000 Penalty: 4695.668457
	Iteration 2F: 3 clusters Score -1482421 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1482731.000000 Penalty: 4695.668457
	Iteration 3F: 3 clusters Score -1482731 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1483004.375000 Penalty: 4695.668457
	Iteration 4Q: 3 clusters Score -1483004 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1483303.875000 Penalty: 4695.668457
	Iteration 5Q: 3 clusters Score -1483304 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1483623.750000 Penalty: 4695.668457
	Iteration 6Q: 3 clusters Score -1483624 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1483967.250000 Penalty: 4695.668457
	Iteration 7Q: 3 clusters Score -1483967 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1484409.125000 Penalty: 4695.668457
	Iteration 8Q: 3 clusters Score -1484409 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1484937.750000 Penalty: 4695.668457
	Iteration 9Q: 3 clusters Score -1484938 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1485454.625000 Penalty: 4695.668457
	Iteration 10Q: 3 clusters Score -1485455 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1485841.625000 Penalty: 4695.668457
	Iteration 11Q: 3 clusters Score -1485842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1486121.125000 Penalty: 4695.668457
	Iteration 12Q: 3 clusters Score -1486121 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1486296.750000 Penalty: 4695.668457
	Iteration 13Q: 3 clusters Score -1486297 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1486404.750000 Penalty: 4695.668457
	Iteration 14Q: 3 clusters Score -1486405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1486511.750000 Penalty: 4695.668457
	Iteration 15Q: 3 clusters Score -1486512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1486593.875000 Penalty: 4695.668457
	Iteration 16Q: 3 clusters Score -1486594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1486653.625000 Penalty: 4695.668457
	Iteration 17Q: 3 clusters Score -1486654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1486691.875000 Penalty: 4695.668457
	Iteration 18Q: 3 clusters Score -1486692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1486719.500000 Penalty: 4695.668457
	Iteration 19Q: 3 clusters Score -1486720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1486739.750000 Penalty: 4695.668457
	Iteration 20F: 3 clusters Score -1486740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1486766.500000 Penalty: 4695.668457
	Iteration 21Q: 3 clusters Score -1486766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1486786.375000 Penalty: 4695.668457
	Iteration 22Q: 3 clusters Score -1486786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1486799.375000 Penalty: 4695.668457
	Iteration 23Q: 3 clusters Score -1486799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1486812.625000 Penalty: 4695.668457
	Iteration 24Q: 3 clusters Score -1486813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1486819.875000 Penalty: 4695.668457
	Iteration 25Q: 3 clusters Score -1486820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1486827.875000 Penalty: 4695.668457
	Iteration 26Q: 3 clusters Score -1486828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1486836.625000 Penalty: 4695.668457
	Iteration 27Q: 3 clusters Score -1486837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1486851.375000 Penalty: 4695.668457
	Iteration 28Q: 3 clusters Score -1486851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1486862.750000 Penalty: 4695.668457
	Iteration 29Q: 3 clusters Score -1486863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1486872.625000 Penalty: 4695.668457
	Iteration 30Q: 3 clusters Score -1486873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1486885.000000 Penalty: 4695.668457
	Iteration 31Q: 3 clusters Score -1486885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1486893.750000 Penalty: 4695.668457
	Iteration 32Q: 3 clusters Score -1486894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1486908.375000 Penalty: 4695.668457
	Iteration 33Q: 3 clusters Score -1486908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1486924.000000 Penalty: 4695.668457
	Iteration 34Q: 3 clusters Score -1486924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1486934.625000 Penalty: 4695.668457
	Iteration 35Q: 3 clusters Score -1486935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1486939.375000 Penalty: 4695.668457
	Iteration 36Q: 3 clusters Score -1486939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1486942.125000 Penalty: 4695.668457
	Iteration 37Q: 3 clusters Score -1486942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1486945.750000 Penalty: 4695.668457
	Iteration 38Q: 3 clusters Score -1486946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1486951.000000 Penalty: 4695.668457
	Iteration 39Q: 3 clusters Score -1486951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1486951.000000 Penalty: 4695.668457
	Iteration 40F: 3 clusters Score -1486951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1486955.375000 Penalty: 4695.668457
	Iteration 41Q: 3 clusters Score -1486955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1486956.750000 Penalty: 4695.668457
	Iteration 42Q: 3 clusters Score -1486957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1486958.125000 Penalty: 4695.668457
	Iteration 43Q: 3 clusters Score -1486958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1486959.500000 Penalty: 4695.668457
	Iteration 44Q: 3 clusters Score -1486960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1486962.375000 Penalty: 4695.668457
	Iteration 45Q: 3 clusters Score -1486962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1486966.250000 Penalty: 4695.668457
	Iteration 46Q: 3 clusters Score -1486966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1486972.500000 Penalty: 4695.668457
	Iteration 47Q: 3 clusters Score -1486972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1486977.875000 Penalty: 4695.668457
	Iteration 48Q: 3 clusters Score -1486978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1486979.000000 Penalty: 4695.668457
	Iteration 49Q: 3 clusters Score -1486979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1486988.125000 Penalty: 4695.668457
	Iteration 50Q: 3 clusters Score -1486988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1486995.625000 Penalty: 4695.668457
	Iteration 51Q: 3 clusters Score -1486996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1487002.750000 Penalty: 4695.668457
	Iteration 52Q: 3 clusters Score -1487003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1487011.875000 Penalty: 4695.668457
	Iteration 53Q: 3 clusters Score -1487012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1487022.500000 Penalty: 4695.668457
	Iteration 54Q: 3 clusters Score -1487022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1487035.875000 Penalty: 4695.668457
	Iteration 55Q: 3 clusters Score -1487036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1487060.250000 Penalty: 4695.668457
	Iteration 56Q: 3 clusters Score -1487060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1487071.500000 Penalty: 4695.668457
	Iteration 57Q: 3 clusters Score -1487072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1487080.625000 Penalty: 4695.668457
	Iteration 58Q: 3 clusters Score -1487081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1487091.500000 Penalty: 4695.668457
	Iteration 59Q: 3 clusters Score -1487092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1487099.750000 Penalty: 4695.668457
	Iteration 60F: 3 clusters Score -1487100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1487102.625000 Penalty: 4695.668457
	Iteration 61Q: 3 clusters Score -1487103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1487106.000000 Penalty: 4695.668457
	Iteration 62Q: 3 clusters Score -1487106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1487111.000000 Penalty: 4695.668457
	Iteration 63Q: 3 clusters Score -1487111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1487114.250000 Penalty: 4695.668457
	Iteration 64Q: 3 clusters Score -1487114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1487118.750000 Penalty: 4695.668457
	Iteration 65Q: 3 clusters Score -1487119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1487122.500000 Penalty: 4695.668457
	Iteration 66Q: 3 clusters Score -1487122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1487121.375000 Penalty: 4695.668457
	Iteration 67Q: 3 clusters Score -1487121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1487123.750000 Penalty: 4695.668457
	Iteration 68Q: 3 clusters Score -1487124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1487124.625000 Penalty: 4695.668457
	Iteration 69Q: 3 clusters Score -1487125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1487125.000000 Penalty: 4695.668457
	Iteration 70Q: 3 clusters Score -1487125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1487127.375000 Penalty: 4695.668457
	Iteration 71Q: 3 clusters Score -1487127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1487127.375000 Penalty: 4695.668457
	Iteration 72F: 3 clusters Score -1487127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Entering Unmasked Estep 
Score: -1743521.625000 Penalty: 2371.720459
	Iteration 0F: 2 clusters Score -1743522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1733152.625000 Penalty: 4743.440918
	Iteration 0F: 3 clusters Score -1733153 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1736676.000000 Penalty: 4743.440918
	Iteration 1F: 3 clusters Score -1736676 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1737390.375000 Penalty: 4743.440918
	Iteration 2F: 3 clusters Score -1737390 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1738089.625000 Penalty: 4743.440918
	Iteration 3F: 3 clusters Score -1738090 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1738618.000000 Penalty: 4743.440918
	Iteration 4F: 3 clusters Score -1738618 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1739029.750000 Penalty: 4743.440918
	Iteration 5F: 3 clusters Score -1739030 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1739340.000000 Penalty: 4743.440918
	Iteration 6Q: 3 clusters Score -1739340 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1739579.875000 Penalty: 4743.440918
	Iteration 7Q: 3 clusters Score -1739580 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1739778.250000 Penalty: 4743.440918
	Iteration 8Q: 3 clusters Score -1739778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1739942.625000 Penalty: 4743.440918
	Iteration 9Q: 3 clusters Score -1739943 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1740082.875000 Penalty: 4743.440918
	Iteration 10Q: 3 clusters Score -1740083 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1740225.125000 Penalty: 4743.440918
	Iteration 11Q: 3 clusters Score -1740225 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1740362.625000 Penalty: 4743.440918
	Iteration 12Q: 3 clusters Score -1740363 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1740519.000000 Penalty: 4743.440918
	Iteration 13Q: 3 clusters Score -1740519 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1740653.000000 Penalty: 4743.440918
	Iteration 14Q: 3 clusters Score -1740653 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1740785.125000 Penalty: 4743.440918
	Iteration 15Q: 3 clusters Score -1740785 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1740919.250000 Penalty: 4743.440918
	Iteration 16Q: 3 clusters Score -1740919 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1741029.500000 Penalty: 4743.440918
	Iteration 17Q: 3 clusters Score -1741030 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1741139.375000 Penalty: 4743.440918
	Iteration 18Q: 3 clusters Score -1741139 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1741235.250000 Penalty: 4743.440918
	Iteration 19Q: 3 clusters Score -1741235 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1741335.000000 Penalty: 4743.440918
	Iteration 20F: 3 clusters Score -1741335 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1741420.750000 Penalty: 4743.440918
	Iteration 21Q: 3 clusters Score -1741421 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1741496.750000 Penalty: 4743.440918
	Iteration 22Q: 3 clusters Score -1741497 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1741586.625000 Penalty: 4743.440918
	Iteration 23Q: 3 clusters Score -1741587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1741678.250000 Penalty: 4743.440918
	Iteration 24Q: 3 clusters Score -1741678 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1741755.000000 Penalty: 4743.440918
	Iteration 25Q: 3 clusters Score -1741755 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1741829.875000 Penalty: 4743.440918
	Iteration 26Q: 3 clusters Score -1741830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1741894.375000 Penalty: 4743.440918
	Iteration 27Q: 3 clusters Score -1741894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1741949.625000 Penalty: 4743.440918
	Iteration 28Q: 3 clusters Score -1741950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1741995.250000 Penalty: 4743.440918
	Iteration 29Q: 3 clusters Score -1741995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1742045.750000 Penalty: 4743.440918
	Iteration 30Q: 3 clusters Score -1742046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1742079.875000 Penalty: 4743.440918
	Iteration 31Q: 3 clusters Score -1742080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1742110.750000 Penalty: 4743.440918
	Iteration 32Q: 3 clusters Score -1742111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1742134.375000 Penalty: 4743.440918
	Iteration 33Q: 3 clusters Score -1742134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1742154.375000 Penalty: 4743.440918
	Iteration 34Q: 3 clusters Score -1742154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1742192.000000 Penalty: 4743.440918
	Iteration 35Q: 3 clusters Score -1742192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1742206.625000 Penalty: 4743.440918
	Iteration 36Q: 3 clusters Score -1742207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1742222.250000 Penalty: 4743.440918
	Iteration 37Q: 3 clusters Score -1742222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1742249.250000 Penalty: 4743.440918
	Iteration 38Q: 3 clusters Score -1742249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1742274.000000 Penalty: 4743.440918
	Iteration 39Q: 3 clusters Score -1742274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1742298.875000 Penalty: 4743.440918
	Iteration 40F: 3 clusters Score -1742299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1742325.000000 Penalty: 4743.440918
	Iteration 41Q: 3 clusters Score -1742325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1742354.375000 Penalty: 4743.440918
	Iteration 42Q: 3 clusters Score -1742354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1742378.500000 Penalty: 4743.440918
	Iteration 43Q: 3 clusters Score -1742378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1742398.500000 Penalty: 4743.440918
	Iteration 44Q: 3 clusters Score -1742398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1742415.000000 Penalty: 4743.440918
	Iteration 45Q: 3 clusters Score -1742415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1742440.750000 Penalty: 4743.440918
	Iteration 46Q: 3 clusters Score -1742441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1742459.125000 Penalty: 4743.440918
	Iteration 47Q: 3 clusters Score -1742459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1742466.250000 Penalty: 4743.440918
	Iteration 48Q: 3 clusters Score -1742466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1742477.875000 Penalty: 4743.440918
	Iteration 49Q: 3 clusters Score -1742478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1742486.375000 Penalty: 4743.440918
	Iteration 50Q: 3 clusters Score -1742486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1742493.250000 Penalty: 4743.440918
	Iteration 51Q: 3 clusters Score -1742493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1742499.250000 Penalty: 4743.440918
	Iteration 52Q: 3 clusters Score -1742499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1742515.625000 Penalty: 4743.440918
	Iteration 53Q: 3 clusters Score -1742516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1742518.250000 Penalty: 4743.440918
	Iteration 54Q: 3 clusters Score -1742518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1742528.625000 Penalty: 4743.440918
	Iteration 55Q: 3 clusters Score -1742529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1742532.625000 Penalty: 4743.440918
	Iteration 56Q: 3 clusters Score -1742533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1742543.375000 Penalty: 4743.440918
	Iteration 57Q: 3 clusters Score -1742543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1742549.500000 Penalty: 4743.440918
	Iteration 58Q: 3 clusters Score -1742550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1742556.125000 Penalty: 4743.440918
	Iteration 59Q: 3 clusters Score -1742556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1742560.000000 Penalty: 4743.440918
	Iteration 60F: 3 clusters Score -1742560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1742569.500000 Penalty: 4743.440918
	Iteration 61Q: 3 clusters Score -1742570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1742569.875000 Penalty: 4743.440918
	Iteration 62Q: 3 clusters Score -1742570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1742576.250000 Penalty: 4743.440918
	Iteration 63Q: 3 clusters Score -1742576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1742587.625000 Penalty: 4743.440918
	Iteration 64Q: 3 clusters Score -1742588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1742590.625000 Penalty: 4743.440918
	Iteration 65Q: 3 clusters Score -1742591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1742595.125000 Penalty: 4743.440918
	Iteration 66Q: 3 clusters Score -1742595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1742594.625000 Penalty: 4743.440918
	Iteration 67Q: 3 clusters Score -1742595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1742596.000000 Penalty: 4743.440918
	Iteration 68Q: 3 clusters Score -1742596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1742599.750000 Penalty: 4743.440918
	Iteration 69Q: 3 clusters Score -1742600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1742601.500000 Penalty: 4743.440918
	Iteration 70Q: 3 clusters Score -1742602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1742600.375000 Penalty: 4743.440918
	Iteration 71Q: 3 clusters Score -1742600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1742602.375000 Penalty: 4743.440918
	Iteration 72Q: 3 clusters Score -1742602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1742598.750000 Penalty: 4743.440918
	Iteration 73Q: 3 clusters Score -1742599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1742599.125000 Penalty: 4743.440918
	Iteration 74Q: 3 clusters Score -1742599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1742601.500000 Penalty: 4743.440918
	Iteration 75Q: 3 clusters Score -1742602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1742601.875000 Penalty: 4743.440918
	Iteration 76Q: 3 clusters Score -1742602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1742603.875000 Penalty: 4743.440918
	Iteration 77Q: 3 clusters Score -1742604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1742608.125000 Penalty: 4743.440918
	Iteration 78Q: 3 clusters Score -1742608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1742607.125000 Penalty: 4743.440918
	Iteration 79Q: 3 clusters Score -1742607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1742610.375000 Penalty: 4743.440918
	Iteration 80F: 3 clusters Score -1742610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1742609.000000 Penalty: 4743.440918
	Iteration 81Q: 3 clusters Score -1742609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1742610.250000 Penalty: 4743.440918
	Iteration 82Q: 3 clusters Score -1742610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1742609.625000 Penalty: 4743.440918
	Iteration 83Q: 3 clusters Score -1742610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1742609.625000 Penalty: 4743.440918
	Iteration 84F: 3 clusters Score -1742610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -1252961.750000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -1252962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1245090.125000 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -1245090 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1247442.000000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -1247442 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1247708.750000 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -1247709 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1247880.625000 Penalty: 4589.210938
	Iteration 3Q: 3 clusters Score -1247881 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1248006.000000 Penalty: 4589.210938
	Iteration 4Q: 3 clusters Score -1248006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1248115.875000 Penalty: 4589.210938
	Iteration 5Q: 3 clusters Score -1248116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1248209.875000 Penalty: 4589.210938
	Iteration 6Q: 3 clusters Score -1248210 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1248322.375000 Penalty: 4589.210938
	Iteration 7Q: 3 clusters Score -1248322 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1248434.875000 Penalty: 4589.210938
	Iteration 8Q: 3 clusters Score -1248435 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1248554.750000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -1248555 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1248680.625000 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -1248681 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1248821.750000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -1248822 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1248944.375000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -1248944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1249042.375000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -1249042 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1249182.250000 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -1249182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1249344.625000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -1249345 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1249490.375000 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -1249490 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1249595.750000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -1249596 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1249683.000000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -1249683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1249760.000000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -1249760 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1249851.750000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -1249852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1249938.000000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -1249938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1250026.750000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -1250027 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1250100.125000 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -1250100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1250165.000000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -1250165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1250234.500000 Penalty: 4589.210938
	Iteration 25Q: 3 clusters Score -1250234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1250297.250000 Penalty: 4589.210938
	Iteration 26Q: 3 clusters Score -1250297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1250353.375000 Penalty: 4589.210938
	Iteration 27Q: 3 clusters Score -1250353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1250391.250000 Penalty: 4589.210938
	Iteration 28Q: 3 clusters Score -1250391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1250419.000000 Penalty: 4589.210938
	Iteration 29Q: 3 clusters Score -1250419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1250450.125000 Penalty: 4589.210938
	Iteration 30Q: 3 clusters Score -1250450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1250478.250000 Penalty: 4589.210938
	Iteration 31Q: 3 clusters Score -1250478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1250504.750000 Penalty: 4589.210938
	Iteration 32Q: 3 clusters Score -1250505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1250541.375000 Penalty: 4589.210938
	Iteration 33Q: 3 clusters Score -1250541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1250584.125000 Penalty: 4589.210938
	Iteration 34Q: 3 clusters Score -1250584 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1250611.125000 Penalty: 4589.210938
	Iteration 35Q: 3 clusters Score -1250611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1250640.000000 Penalty: 4589.210938
	Iteration 36Q: 3 clusters Score -1250640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1250665.125000 Penalty: 4589.210938
	Iteration 37Q: 3 clusters Score -1250665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1250694.625000 Penalty: 4589.210938
	Iteration 38Q: 3 clusters Score -1250695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1250723.125000 Penalty: 4589.210938
	Iteration 39Q: 3 clusters Score -1250723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1250756.875000 Penalty: 4589.210938
	Iteration 40F: 3 clusters Score -1250757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1250774.625000 Penalty: 4589.210938
	Iteration 41Q: 3 clusters Score -1250775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1250800.375000 Penalty: 4589.210938
	Iteration 42Q: 3 clusters Score -1250800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1250815.375000 Penalty: 4589.210938
	Iteration 43Q: 3 clusters Score -1250815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1250835.250000 Penalty: 4589.210938
	Iteration 44Q: 3 clusters Score -1250835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1250856.875000 Penalty: 4589.210938
	Iteration 45Q: 3 clusters Score -1250857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1250876.875000 Penalty: 4589.210938
	Iteration 46Q: 3 clusters Score -1250877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1250888.500000 Penalty: 4589.210938
	Iteration 47Q: 3 clusters Score -1250888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1250899.000000 Penalty: 4589.210938
	Iteration 48Q: 3 clusters Score -1250899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1250906.000000 Penalty: 4589.210938
	Iteration 49Q: 3 clusters Score -1250906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1250917.250000 Penalty: 4589.210938
	Iteration 50Q: 3 clusters Score -1250917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1250922.875000 Penalty: 4589.210938
	Iteration 51Q: 3 clusters Score -1250923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1250936.750000 Penalty: 4589.210938
	Iteration 52Q: 3 clusters Score -1250937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1250943.875000 Penalty: 4589.210938
	Iteration 53Q: 3 clusters Score -1250944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1250958.000000 Penalty: 4589.210938
	Iteration 54Q: 3 clusters Score -1250958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1250961.500000 Penalty: 4589.210938
	Iteration 55Q: 3 clusters Score -1250962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1250967.000000 Penalty: 4589.210938
	Iteration 56Q: 3 clusters Score -1250967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1250967.000000 Penalty: 4589.210938
	Iteration 57Q: 3 clusters Score -1250967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1250973.250000 Penalty: 4589.210938
	Iteration 58Q: 3 clusters Score -1250973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1250980.375000 Penalty: 4589.210938
	Iteration 59Q: 3 clusters Score -1250980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1250983.250000 Penalty: 4589.210938
	Iteration 60F: 3 clusters Score -1250983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1250984.375000 Penalty: 4589.210938
	Iteration 61Q: 3 clusters Score -1250984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1250988.125000 Penalty: 4589.210938
	Iteration 62Q: 3 clusters Score -1250988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1250996.000000 Penalty: 4589.210938
	Iteration 63Q: 3 clusters Score -1250996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1250996.250000 Penalty: 4589.210938
	Iteration 64Q: 3 clusters Score -1250996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1250999.125000 Penalty: 4589.210938
	Iteration 65Q: 3 clusters Score -1250999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1250998.750000 Penalty: 4589.210938
	Iteration 66Q: 3 clusters Score -1250999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1250998.500000 Penalty: 4589.210938
	Iteration 67Q: 3 clusters Score -1250998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1250999.250000 Penalty: 4589.210938
	Iteration 68Q: 3 clusters Score -1250999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1250997.125000 Penalty: 4589.210938
	Iteration 69Q: 3 clusters Score -1250997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1251002.750000 Penalty: 4589.210938
	Iteration 70Q: 3 clusters Score -1251003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1251006.375000 Penalty: 4589.210938
	Iteration 71Q: 3 clusters Score -1251006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1251013.000000 Penalty: 4589.210938
	Iteration 72Q: 3 clusters Score -1251013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1251015.750000 Penalty: 4589.210938
	Iteration 73Q: 3 clusters Score -1251016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1251017.625000 Penalty: 4589.210938
	Iteration 74Q: 3 clusters Score -1251018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1251020.750000 Penalty: 4589.210938
	Iteration 75Q: 3 clusters Score -1251021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1251023.500000 Penalty: 4589.210938
	Iteration 76Q: 3 clusters Score -1251024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1251026.625000 Penalty: 4589.210938
	Iteration 77Q: 3 clusters Score -1251027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1251033.750000 Penalty: 4589.210938
	Iteration 78Q: 3 clusters Score -1251034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1251036.250000 Penalty: 4589.210938
	Iteration 79Q: 3 clusters Score -1251036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1251036.750000 Penalty: 4589.210938
	Iteration 80F: 3 clusters Score -1251037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1251039.750000 Penalty: 4589.210938
	Iteration 81Q: 3 clusters Score -1251040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1251045.875000 Penalty: 4589.210938
	Iteration 82Q: 3 clusters Score -1251046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1251047.500000 Penalty: 4589.210938
	Iteration 83Q: 3 clusters Score -1251048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1251051.750000 Penalty: 4589.210938
	Iteration 84Q: 3 clusters Score -1251052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1251057.625000 Penalty: 4589.210938
	Iteration 85Q: 3 clusters Score -1251058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1251061.375000 Penalty: 4589.210938
	Iteration 86Q: 3 clusters Score -1251061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1251064.250000 Penalty: 4589.210938
	Iteration 87Q: 3 clusters Score -1251064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1251062.625000 Penalty: 4589.210938
	Iteration 88Q: 3 clusters Score -1251063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1251061.875000 Penalty: 4589.210938
	Iteration 89Q: 3 clusters Score -1251062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1251066.875000 Penalty: 4589.210938
	Iteration 90Q: 3 clusters Score -1251067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1251070.500000 Penalty: 4589.210938
	Iteration 91Q: 3 clusters Score -1251070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1251069.250000 Penalty: 4589.210938
	Iteration 92Q: 3 clusters Score -1251069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1251071.000000 Penalty: 4589.210938
	Iteration 93Q: 3 clusters Score -1251071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1251072.625000 Penalty: 4589.210938
	Iteration 94Q: 3 clusters Score -1251073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1251073.625000 Penalty: 4589.210938
	Iteration 95Q: 3 clusters Score -1251074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1251074.375000 Penalty: 4589.210938
	Iteration 96Q: 3 clusters Score -1251074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1251073.875000 Penalty: 4589.210938
	Iteration 97Q: 3 clusters Score -1251074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1251075.500000 Penalty: 4589.210938
	Iteration 98Q: 3 clusters Score -1251076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1251075.500000 Penalty: 4589.210938
	Iteration 99F: 3 clusters Score -1251076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Entering Unmasked Estep 
Score: -3040945.500000 Penalty: 2503.430908
	Iteration 0F: 2 clusters Score -3040946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3024177.000000 Penalty: 5006.861816
	Iteration 0F: 3 clusters Score -3024177 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3030137.000000 Penalty: 5006.861816
	Iteration 1F: 3 clusters Score -3030137 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3030909.000000 Penalty: 5006.861816
	Iteration 2F: 3 clusters Score -3030909 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3031930.000000 Penalty: 5006.861816
	Iteration 3F: 3 clusters Score -3031930 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3033241.500000 Penalty: 5006.861816
	Iteration 4F: 3 clusters Score -3033242 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3034652.000000 Penalty: 5006.861816
	Iteration 5F: 3 clusters Score -3034652 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3036049.250000 Penalty: 5006.861816
	Iteration 6F: 3 clusters Score -3036049 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3037219.750000 Penalty: 5006.861816
	Iteration 7F: 3 clusters Score -3037220 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3038038.000000 Penalty: 5006.861816
	Iteration 8Q: 3 clusters Score -3038038 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3038519.000000 Penalty: 5006.861816
	Iteration 9Q: 3 clusters Score -3038519 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3038784.500000 Penalty: 5006.861816
	Iteration 10Q: 3 clusters Score -3038784 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3038915.750000 Penalty: 5006.861816
	Iteration 11Q: 3 clusters Score -3038916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3038996.750000 Penalty: 5006.861816
	Iteration 12Q: 3 clusters Score -3038997 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3039044.500000 Penalty: 5006.861816
	Iteration 13Q: 3 clusters Score -3039044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3039060.250000 Penalty: 5006.861816
	Iteration 14Q: 3 clusters Score -3039060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3039091.500000 Penalty: 5006.861816
	Iteration 15Q: 3 clusters Score -3039092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3039106.000000 Penalty: 5006.861816
	Iteration 16Q: 3 clusters Score -3039106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3039115.750000 Penalty: 5006.861816
	Iteration 17Q: 3 clusters Score -3039116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3039126.500000 Penalty: 5006.861816
	Iteration 18Q: 3 clusters Score -3039126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3039138.250000 Penalty: 5006.861816
	Iteration 19Q: 3 clusters Score -3039138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3039154.250000 Penalty: 5006.861816
	Iteration 20F: 3 clusters Score -3039154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3039156.500000 Penalty: 5006.861816
	Iteration 21Q: 3 clusters Score -3039156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3039156.500000 Penalty: 5006.861816
	Iteration 22Q: 3 clusters Score -3039156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3039160.500000 Penalty: 5006.861816
	Iteration 23Q: 3 clusters Score -3039160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3039164.500000 Penalty: 5006.861816
	Iteration 24Q: 3 clusters Score -3039164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3039173.750000 Penalty: 5006.861816
	Iteration 25Q: 3 clusters Score -3039174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3039174.250000 Penalty: 5006.861816
	Iteration 26Q: 3 clusters Score -3039174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3039171.000000 Penalty: 5006.861816
	Iteration 27Q: 3 clusters Score -3039171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3039171.000000 Penalty: 5006.861816
	Iteration 28Q: 3 clusters Score -3039171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3039169.250000 Penalty: 5006.861816
	Iteration 29Q: 3 clusters Score -3039169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3039174.500000 Penalty: 5006.861816
	Iteration 30Q: 3 clusters Score -3039174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3039174.750000 Penalty: 5006.861816
	Iteration 31Q: 3 clusters Score -3039175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3039172.500000 Penalty: 5006.861816
	Iteration 32Q: 3 clusters Score -3039172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3039176.000000 Penalty: 5006.861816
	Iteration 33Q: 3 clusters Score -3039176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3039182.750000 Penalty: 5006.861816
	Iteration 34Q: 3 clusters Score -3039183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3039185.750000 Penalty: 5006.861816
	Iteration 35Q: 3 clusters Score -3039186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3039184.250000 Penalty: 5006.861816
	Iteration 36Q: 3 clusters Score -3039184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3039189.500000 Penalty: 5006.861816
	Iteration 37Q: 3 clusters Score -3039190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3039188.750000 Penalty: 5006.861816
	Iteration 38Q: 3 clusters Score -3039189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3039192.000000 Penalty: 5006.861816
	Iteration 39Q: 3 clusters Score -3039192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3039195.750000 Penalty: 5006.861816
	Iteration 40F: 3 clusters Score -3039196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3039192.750000 Penalty: 5006.861816
	Iteration 41Q: 3 clusters Score -3039193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3039190.250000 Penalty: 5006.861816
	Iteration 42Q: 3 clusters Score -3039190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3039195.500000 Penalty: 5006.861816
	Iteration 43Q: 3 clusters Score -3039196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3039195.500000 Penalty: 5006.861816
	Iteration 44F: 3 clusters Score -3039196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162576 members 
Entering Unmasked Estep 
Score: -20100226.000000 Penalty: 2975.727295
	Iteration 0F: 2 clusters Score -2.010023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -19991130.000000 Penalty: 5951.454590
	Iteration 0F: 3 clusters Score -1.999113e+07 nChanged 78049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -20036482.000000 Penalty: 5951.454590
	Iteration 1F: 3 clusters Score -2.003648e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -20037686.000000 Penalty: 5951.454590
	Iteration 2Q: 3 clusters Score -2.003769e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -20038636.000000 Penalty: 5951.454590
	Iteration 3Q: 3 clusters Score -2.003864e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -20039884.000000 Penalty: 5951.454590
	Iteration 4Q: 3 clusters Score -2.003988e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -20041118.000000 Penalty: 5951.454590
	Iteration 5Q: 3 clusters Score -2.004112e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -20042844.000000 Penalty: 5951.454590
	Iteration 6Q: 3 clusters Score -2.004284e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -20044914.000000 Penalty: 5951.454590
	Iteration 7Q: 3 clusters Score -2.004491e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -20047714.000000 Penalty: 5951.454590
	Iteration 8Q: 3 clusters Score -2.004771e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -20051808.000000 Penalty: 5951.454590
	Iteration 9Q: 3 clusters Score -2.005181e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -20056952.000000 Penalty: 5951.454590
	Iteration 10F: 3 clusters Score -2.005695e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -20062970.000000 Penalty: 5951.454590
	Iteration 11F: 3 clusters Score -2.006297e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -20068598.000000 Penalty: 5951.454590
	Iteration 12F: 3 clusters Score -2.00686e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -20073270.000000 Penalty: 5951.454590
	Iteration 13Q: 3 clusters Score -2.007327e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -20076234.000000 Penalty: 5951.454590
	Iteration 14Q: 3 clusters Score -2.007623e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -20078174.000000 Penalty: 5951.454590
	Iteration 15Q: 3 clusters Score -2.007817e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -20079902.000000 Penalty: 5951.454590
	Iteration 16Q: 3 clusters Score -2.00799e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -20081432.000000 Penalty: 5951.454590
	Iteration 17Q: 3 clusters Score -2.008143e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -20082932.000000 Penalty: 5951.454590
	Iteration 18Q: 3 clusters Score -2.008293e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -20084630.000000 Penalty: 5951.454590
	Iteration 19Q: 3 clusters Score -2.008463e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -20086324.000000 Penalty: 5951.454590
	Iteration 20F: 3 clusters Score -2.008632e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -20088024.000000 Penalty: 5951.454590
	Iteration 21Q: 3 clusters Score -2.008802e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
Score: -20089648.000000 Penalty: 5951.454590
	Iteration 22Q: 3 clusters Score -2.008965e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 150785 members 
Entering Unmasked Estep 
Score: -20090922.000000 Penalty: 5951.454590
	Iteration 23Q: 3 clusters Score -2.009092e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -20092244.000000 Penalty: 5951.454590
	Iteration 24Q: 3 clusters Score -2.009224e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -20093420.000000 Penalty: 5951.454590
	Iteration 25Q: 3 clusters Score -2.009342e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -20094544.000000 Penalty: 5951.454590
	Iteration 26Q: 3 clusters Score -2.009454e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -20095316.000000 Penalty: 5951.454590
	Iteration 27Q: 3 clusters Score -2.009532e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -20095864.000000 Penalty: 5951.454590
	Iteration 28Q: 3 clusters Score -2.009586e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -20096278.000000 Penalty: 5951.454590
	Iteration 29Q: 3 clusters Score -2.009628e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -20096590.000000 Penalty: 5951.454590
	Iteration 30Q: 3 clusters Score -2.009659e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -20096856.000000 Penalty: 5951.454590
	Iteration 31Q: 3 clusters Score -2.009686e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -20097086.000000 Penalty: 5951.454590
	Iteration 32Q: 3 clusters Score -2.009709e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -20097222.000000 Penalty: 5951.454590
	Iteration 33Q: 3 clusters Score -2.009722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -20097330.000000 Penalty: 5951.454590
	Iteration 34Q: 3 clusters Score -2.009733e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -20097390.000000 Penalty: 5951.454590
	Iteration 35Q: 3 clusters Score -2.009739e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 161570 members 
Entering Unmasked Estep 
Score: -20097474.000000 Penalty: 5951.454590
	Iteration 36Q: 3 clusters Score -2.009747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 161648 members 
Entering Unmasked Estep 
Score: -20097540.000000 Penalty: 5951.454590
	Iteration 37Q: 3 clusters Score -2.009754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -20097566.000000 Penalty: 5951.454590
	Iteration 38Q: 3 clusters Score -2.009757e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -20097602.000000 Penalty: 5951.454590
	Iteration 39Q: 3 clusters Score -2.00976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -20097656.000000 Penalty: 5951.454590
	Iteration 40F: 3 clusters Score -2.009766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 161816 members 
Entering Unmasked Estep 
Score: -20097666.000000 Penalty: 5951.454590
	Iteration 41Q: 3 clusters Score -2.009767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 161842 members 
Entering Unmasked Estep 
Score: -20097704.000000 Penalty: 5951.454590
	Iteration 42Q: 3 clusters Score -2.00977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -20097736.000000 Penalty: 5951.454590
	Iteration 43Q: 3 clusters Score -2.009774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 161871 members 
Entering Unmasked Estep 
Score: -20097730.000000 Penalty: 5951.454590
	Iteration 44Q: 3 clusters Score -2.009773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 161882 members 
Entering Unmasked Estep 
Score: -20097760.000000 Penalty: 5951.454590
	Iteration 45Q: 3 clusters Score -2.009776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -20097768.000000 Penalty: 5951.454590
	Iteration 46Q: 3 clusters Score -2.009777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -20097762.000000 Penalty: 5951.454590
	Iteration 47Q: 3 clusters Score -2.009776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -20097784.000000 Penalty: 5951.454590
	Iteration 48Q: 3 clusters Score -2.009778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -20097780.000000 Penalty: 5951.454590
	Iteration 49Q: 3 clusters Score -2.009778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -20097784.000000 Penalty: 5951.454590
	Iteration 50Q: 3 clusters Score -2.009778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -20097786.000000 Penalty: 5951.454590
	Iteration 51Q: 3 clusters Score -2.009779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -20097782.000000 Penalty: 5951.454590
	Iteration 52Q: 3 clusters Score -2.009778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -20097770.000000 Penalty: 5951.454590
	Iteration 53Q: 3 clusters Score -2.009777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -20097770.000000 Penalty: 5951.454590
	Iteration 54F: 3 clusters Score -2.009777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Entering Unmasked Estep 
Score: -2197545.750000 Penalty: 2419.653809
	Iteration 0F: 2 clusters Score -2197546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2185171.750000 Penalty: 4839.307617
	Iteration 0F: 3 clusters Score -2185172 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2189117.250000 Penalty: 4839.307617
	Iteration 1F: 3 clusters Score -2189117 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2189470.750000 Penalty: 4839.307617
	Iteration 2F: 3 clusters Score -2189471 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2189768.750000 Penalty: 4839.307617
	Iteration 3Q: 3 clusters Score -2189769 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2190014.250000 Penalty: 4839.307617
	Iteration 4Q: 3 clusters Score -2190014 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2190266.500000 Penalty: 4839.307617
	Iteration 5Q: 3 clusters Score -2190266 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2190546.500000 Penalty: 4839.307617
	Iteration 6Q: 3 clusters Score -2190546 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2190852.750000 Penalty: 4839.307617
	Iteration 7Q: 3 clusters Score -2190853 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2191234.250000 Penalty: 4839.307617
	Iteration 8Q: 3 clusters Score -2191234 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2191640.000000 Penalty: 4839.307617
	Iteration 9Q: 3 clusters Score -2191640 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2192066.750000 Penalty: 4839.307617
	Iteration 10Q: 3 clusters Score -2192067 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2192568.500000 Penalty: 4839.307617
	Iteration 11Q: 3 clusters Score -2192568 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2193000.500000 Penalty: 4839.307617
	Iteration 12Q: 3 clusters Score -2193000 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2193326.000000 Penalty: 4839.307617
	Iteration 13Q: 3 clusters Score -2193326 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2193571.000000 Penalty: 4839.307617
	Iteration 14Q: 3 clusters Score -2193571 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2193727.250000 Penalty: 4839.307617
	Iteration 15Q: 3 clusters Score -2193727 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2193869.500000 Penalty: 4839.307617
	Iteration 16Q: 3 clusters Score -2193870 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2193966.250000 Penalty: 4839.307617
	Iteration 17Q: 3 clusters Score -2193966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2194052.500000 Penalty: 4839.307617
	Iteration 18Q: 3 clusters Score -2194052 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2194130.500000 Penalty: 4839.307617
	Iteration 19Q: 3 clusters Score -2194130 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2194200.250000 Penalty: 4839.307617
	Iteration 20F: 3 clusters Score -2194200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2194272.250000 Penalty: 4839.307617
	Iteration 21Q: 3 clusters Score -2194272 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2194342.000000 Penalty: 4839.307617
	Iteration 22Q: 3 clusters Score -2194342 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2194408.500000 Penalty: 4839.307617
	Iteration 23Q: 3 clusters Score -2194408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2194483.500000 Penalty: 4839.307617
	Iteration 24Q: 3 clusters Score -2194484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2194548.250000 Penalty: 4839.307617
	Iteration 25Q: 3 clusters Score -2194548 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2194619.500000 Penalty: 4839.307617
	Iteration 26Q: 3 clusters Score -2194620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2194680.500000 Penalty: 4839.307617
	Iteration 27Q: 3 clusters Score -2194680 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2194757.750000 Penalty: 4839.307617
	Iteration 28Q: 3 clusters Score -2194758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2194798.500000 Penalty: 4839.307617
	Iteration 29Q: 3 clusters Score -2194798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2194847.250000 Penalty: 4839.307617
	Iteration 30Q: 3 clusters Score -2194847 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2194891.250000 Penalty: 4839.307617
	Iteration 31Q: 3 clusters Score -2194891 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2194928.500000 Penalty: 4839.307617
	Iteration 32Q: 3 clusters Score -2194928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2194972.500000 Penalty: 4839.307617
	Iteration 33Q: 3 clusters Score -2194972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2195009.250000 Penalty: 4839.307617
	Iteration 34Q: 3 clusters Score -2195009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2195045.250000 Penalty: 4839.307617
	Iteration 35Q: 3 clusters Score -2195045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2195078.750000 Penalty: 4839.307617
	Iteration 36Q: 3 clusters Score -2195079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2195102.250000 Penalty: 4839.307617
	Iteration 37Q: 3 clusters Score -2195102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2195130.250000 Penalty: 4839.307617
	Iteration 38Q: 3 clusters Score -2195130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2195150.500000 Penalty: 4839.307617
	Iteration 39Q: 3 clusters Score -2195150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2195174.000000 Penalty: 4839.307617
	Iteration 40F: 3 clusters Score -2195174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2195200.750000 Penalty: 4839.307617
	Iteration 41Q: 3 clusters Score -2195201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2195218.500000 Penalty: 4839.307617
	Iteration 42Q: 3 clusters Score -2195218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2195244.750000 Penalty: 4839.307617
	Iteration 43Q: 3 clusters Score -2195245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2195263.000000 Penalty: 4839.307617
	Iteration 44Q: 3 clusters Score -2195263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2195292.000000 Penalty: 4839.307617
	Iteration 45Q: 3 clusters Score -2195292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2195307.000000 Penalty: 4839.307617
	Iteration 46Q: 3 clusters Score -2195307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2195321.250000 Penalty: 4839.307617
	Iteration 47Q: 3 clusters Score -2195321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2195335.750000 Penalty: 4839.307617
	Iteration 48Q: 3 clusters Score -2195336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2195348.500000 Penalty: 4839.307617
	Iteration 49Q: 3 clusters Score -2195348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2195354.250000 Penalty: 4839.307617
	Iteration 50Q: 3 clusters Score -2195354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2195363.500000 Penalty: 4839.307617
	Iteration 51Q: 3 clusters Score -2195364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2195376.000000 Penalty: 4839.307617
	Iteration 52Q: 3 clusters Score -2195376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2195374.500000 Penalty: 4839.307617
	Iteration 53Q: 3 clusters Score -2195374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2195383.500000 Penalty: 4839.307617
	Iteration 54Q: 3 clusters Score -2195384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2195390.250000 Penalty: 4839.307617
	Iteration 55Q: 3 clusters Score -2195390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2195398.000000 Penalty: 4839.307617
	Iteration 56Q: 3 clusters Score -2195398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2195415.250000 Penalty: 4839.307617
	Iteration 57Q: 3 clusters Score -2195415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2195422.500000 Penalty: 4839.307617
	Iteration 58Q: 3 clusters Score -2195422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2195425.250000 Penalty: 4839.307617
	Iteration 59Q: 3 clusters Score -2195425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2195431.750000 Penalty: 4839.307617
	Iteration 60F: 3 clusters Score -2195432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2195436.500000 Penalty: 4839.307617
	Iteration 61Q: 3 clusters Score -2195436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2195445.250000 Penalty: 4839.307617
	Iteration 62Q: 3 clusters Score -2195445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2195443.750000 Penalty: 4839.307617
	Iteration 63Q: 3 clusters Score -2195444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2195445.500000 Penalty: 4839.307617
	Iteration 64Q: 3 clusters Score -2195446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2195455.250000 Penalty: 4839.307617
	Iteration 65Q: 3 clusters Score -2195455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2195459.750000 Penalty: 4839.307617
	Iteration 66Q: 3 clusters Score -2195460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2195462.000000 Penalty: 4839.307617
	Iteration 67Q: 3 clusters Score -2195462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2195472.250000 Penalty: 4839.307617
	Iteration 68Q: 3 clusters Score -2195472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2195479.500000 Penalty: 4839.307617
	Iteration 69Q: 3 clusters Score -2195480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2195486.750000 Penalty: 4839.307617
	Iteration 70Q: 3 clusters Score -2195487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2195492.500000 Penalty: 4839.307617
	Iteration 71Q: 3 clusters Score -2195492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2195501.500000 Penalty: 4839.307617
	Iteration 72Q: 3 clusters Score -2195502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2195504.500000 Penalty: 4839.307617
	Iteration 73Q: 3 clusters Score -2195504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2195506.750000 Penalty: 4839.307617
	Iteration 74Q: 3 clusters Score -2195507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2195510.500000 Penalty: 4839.307617
	Iteration 75Q: 3 clusters Score -2195510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2195516.000000 Penalty: 4839.307617
	Iteration 76Q: 3 clusters Score -2195516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2195518.000000 Penalty: 4839.307617
	Iteration 77Q: 3 clusters Score -2195518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2195520.000000 Penalty: 4839.307617
	Iteration 78Q: 3 clusters Score -2195520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2195519.000000 Penalty: 4839.307617
	Iteration 79Q: 3 clusters Score -2195519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2195519.000000 Penalty: 4839.307617
	Iteration 80F: 3 clusters Score -2195519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Entering Unmasked Estep 
Score: -7435619.000000 Penalty: 2723.497803
	Iteration 0F: 2 clusters Score -7435619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -7396191.500000 Penalty: 5446.995605
	Iteration 0F: 3 clusters Score -7396192 nChanged 27139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -7411621.000000 Penalty: 5446.995605
	Iteration 1F: 3 clusters Score -7411621 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7412526.500000 Penalty: 5446.995605
	Iteration 2Q: 3 clusters Score -7412526 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7413659.000000 Penalty: 5446.995605
	Iteration 3Q: 3 clusters Score -7413659 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -7415359.000000 Penalty: 5446.995605
	Iteration 4F: 3 clusters Score -7415359 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -7418064.500000 Penalty: 5446.995605
	Iteration 5F: 3 clusters Score -7418064 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7421870.500000 Penalty: 5446.995605
	Iteration 6F: 3 clusters Score -7421870 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -7426138.500000 Penalty: 5446.995605
	Iteration 7F: 3 clusters Score -7426138 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7429696.000000 Penalty: 5446.995605
	Iteration 8F: 3 clusters Score -7429696 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7431725.000000 Penalty: 5446.995605
	Iteration 9Q: 3 clusters Score -7431725 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7432595.500000 Penalty: 5446.995605
	Iteration 10Q: 3 clusters Score -7432596 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7432939.000000 Penalty: 5446.995605
	Iteration 11Q: 3 clusters Score -7432939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7433087.500000 Penalty: 5446.995605
	Iteration 12Q: 3 clusters Score -7433088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7433142.000000 Penalty: 5446.995605
	Iteration 13Q: 3 clusters Score -7433142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7433188.000000 Penalty: 5446.995605
	Iteration 14Q: 3 clusters Score -7433188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7433203.000000 Penalty: 5446.995605
	Iteration 15Q: 3 clusters Score -7433203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7433212.500000 Penalty: 5446.995605
	Iteration 16Q: 3 clusters Score -7433212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7433226.000000 Penalty: 5446.995605
	Iteration 17Q: 3 clusters Score -7433226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7433236.500000 Penalty: 5446.995605
	Iteration 18Q: 3 clusters Score -7433236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7433243.000000 Penalty: 5446.995605
	Iteration 19Q: 3 clusters Score -7433243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7433246.000000 Penalty: 5446.995605
	Iteration 20F: 3 clusters Score -7433246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7433252.000000 Penalty: 5446.995605
	Iteration 21Q: 3 clusters Score -7433252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7433249.000000 Penalty: 5446.995605
	Iteration 22Q: 3 clusters Score -7433249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7433257.000000 Penalty: 5446.995605
	Iteration 23Q: 3 clusters Score -7433257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7433257.000000 Penalty: 5446.995605
	Iteration 24F: 3 clusters Score -7433257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (353624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353624 members 
Entering Unmasked Estep 
Score: -44318940.000000 Penalty: 3168.445312
	Iteration 0F: 2 clusters Score -4.431894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -44101528.000000 Penalty: 6336.890625
	Iteration 0F: 3 clusters Score -4.410153e+07 nChanged 172049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182660 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -44205076.000000 Penalty: 6336.890625
	Iteration 1F: 3 clusters Score -4.420508e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186387 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -44207108.000000 Penalty: 6336.890625
	Iteration 2Q: 3 clusters Score -4.420711e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -44210524.000000 Penalty: 6336.890625
	Iteration 3Q: 3 clusters Score -4.421052e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200185 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -44215056.000000 Penalty: 6336.890625
	Iteration 4Q: 3 clusters Score -4.421506e+07 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211911 members 
Mstep: Class 2 contains 141713 members 
Entering Unmasked Estep 
Score: -44221556.000000 Penalty: 6336.890625
	Iteration 5Q: 3 clusters Score -4.422156e+07 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227657 members 
Mstep: Class 2 contains 125967 members 
Entering Unmasked Estep 
Score: -44231152.000000 Penalty: 6336.890625
	Iteration 6F: 3 clusters Score -4.423115e+07 nChanged 22560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247257 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -44243896.000000 Penalty: 6336.890625
	Iteration 7F: 3 clusters Score -4.42439e+07 nChanged 22844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267335 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -44256492.000000 Penalty: 6336.890625
	Iteration 8F: 3 clusters Score -4.425649e+07 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283691 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -44267368.000000 Penalty: 6336.890625
	Iteration 9F: 3 clusters Score -4.426737e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294752 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -44276872.000000 Penalty: 6336.890625
	Iteration 10Q: 3 clusters Score -4.427687e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301189 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -44282884.000000 Penalty: 6336.890625
	Iteration 11Q: 3 clusters Score -4.428288e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305215 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -44286192.000000 Penalty: 6336.890625
	Iteration 12Q: 3 clusters Score -4.428619e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308196 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -44287944.000000 Penalty: 6336.890625
	Iteration 13Q: 3 clusters Score -4.428794e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310816 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -44289132.000000 Penalty: 6336.890625
	Iteration 14Q: 3 clusters Score -4.428913e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313252 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -44290416.000000 Penalty: 6336.890625
	Iteration 15Q: 3 clusters Score -4.429042e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315584 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -44291180.000000 Penalty: 6336.890625
	Iteration 16Q: 3 clusters Score -4.429118e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317951 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -44291984.000000 Penalty: 6336.890625
	Iteration 17Q: 3 clusters Score -4.429198e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320169 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -44292732.000000 Penalty: 6336.890625
	Iteration 18Q: 3 clusters Score -4.429273e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322392 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -44293808.000000 Penalty: 6336.890625
	Iteration 19Q: 3 clusters Score -4.429381e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324553 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -44294656.000000 Penalty: 6336.890625
	Iteration 20F: 3 clusters Score -4.429466e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326672 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -44295660.000000 Penalty: 6336.890625
	Iteration 21Q: 3 clusters Score -4.429566e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328665 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -44297008.000000 Penalty: 6336.890625
	Iteration 22Q: 3 clusters Score -4.429701e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330652 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -44298432.000000 Penalty: 6336.890625
	Iteration 23Q: 3 clusters Score -4.429843e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332575 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -44300272.000000 Penalty: 6336.890625
	Iteration 24Q: 3 clusters Score -4.430027e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334426 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -44301412.000000 Penalty: 6336.890625
	Iteration 25Q: 3 clusters Score -4.430141e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336184 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -44302788.000000 Penalty: 6336.890625
	Iteration 26Q: 3 clusters Score -4.430279e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337863 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -44304332.000000 Penalty: 6336.890625
	Iteration 27Q: 3 clusters Score -4.430433e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339382 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -44305612.000000 Penalty: 6336.890625
	Iteration 28Q: 3 clusters Score -4.430561e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340727 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -44307048.000000 Penalty: 6336.890625
	Iteration 29Q: 3 clusters Score -4.430705e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341901 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -44308168.000000 Penalty: 6336.890625
	Iteration 30Q: 3 clusters Score -4.430817e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342912 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -44309348.000000 Penalty: 6336.890625
	Iteration 31Q: 3 clusters Score -4.430935e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343848 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -44310292.000000 Penalty: 6336.890625
	Iteration 32Q: 3 clusters Score -4.431029e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344685 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -44311240.000000 Penalty: 6336.890625
	Iteration 33Q: 3 clusters Score -4.431124e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345442 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -44312036.000000 Penalty: 6336.890625
	Iteration 34Q: 3 clusters Score -4.431204e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346110 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -44312548.000000 Penalty: 6336.890625
	Iteration 35Q: 3 clusters Score -4.431255e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346691 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -44313164.000000 Penalty: 6336.890625
	Iteration 36Q: 3 clusters Score -4.431316e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347176 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -44313744.000000 Penalty: 6336.890625
	Iteration 37Q: 3 clusters Score -4.431374e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347603 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -44314048.000000 Penalty: 6336.890625
	Iteration 38Q: 3 clusters Score -4.431405e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347985 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -44314360.000000 Penalty: 6336.890625
	Iteration 39Q: 3 clusters Score -4.431436e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348313 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -44314624.000000 Penalty: 6336.890625
	Iteration 40F: 3 clusters Score -4.431462e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348561 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -44314856.000000 Penalty: 6336.890625
	Iteration 41Q: 3 clusters Score -4.431486e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348781 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -44315100.000000 Penalty: 6336.890625
	Iteration 42Q: 3 clusters Score -4.43151e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349002 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -44315272.000000 Penalty: 6336.890625
	Iteration 43Q: 3 clusters Score -4.431527e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349214 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -44315432.000000 Penalty: 6336.890625
	Iteration 44Q: 3 clusters Score -4.431543e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349402 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -44315600.000000 Penalty: 6336.890625
	Iteration 45Q: 3 clusters Score -4.43156e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349546 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -44315652.000000 Penalty: 6336.890625
	Iteration 46Q: 3 clusters Score -4.431565e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349666 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -44315700.000000 Penalty: 6336.890625
	Iteration 47Q: 3 clusters Score -4.43157e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349793 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -44315704.000000 Penalty: 6336.890625
	Iteration 48Q: 3 clusters Score -4.43157e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349888 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -44315736.000000 Penalty: 6336.890625
	Iteration 49Q: 3 clusters Score -4.431574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349972 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -44315816.000000 Penalty: 6336.890625
	Iteration 50Q: 3 clusters Score -4.431582e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350042 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -44315940.000000 Penalty: 6336.890625
	Iteration 51Q: 3 clusters Score -4.431594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350106 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -44316044.000000 Penalty: 6336.890625
	Iteration 52Q: 3 clusters Score -4.431604e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350164 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -44316116.000000 Penalty: 6336.890625
	Iteration 53Q: 3 clusters Score -4.431612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350221 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -44316168.000000 Penalty: 6336.890625
	Iteration 54Q: 3 clusters Score -4.431617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350262 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -44316156.000000 Penalty: 6336.890625
	Iteration 55Q: 3 clusters Score -4.431616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350288 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -44316160.000000 Penalty: 6336.890625
	Iteration 56Q: 3 clusters Score -4.431616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350313 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -44316128.000000 Penalty: 6336.890625
	Iteration 57Q: 3 clusters Score -4.431613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350329 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -44316168.000000 Penalty: 6336.890625
	Iteration 58Q: 3 clusters Score -4.431617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350340 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -44316168.000000 Penalty: 6336.890625
	Iteration 59Q: 3 clusters Score -4.431617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350346 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -44316164.000000 Penalty: 6336.890625
	Iteration 60F: 3 clusters Score -4.431616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350348 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -44316180.000000 Penalty: 6336.890625
	Iteration 61Q: 3 clusters Score -4.431618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350353 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -44316192.000000 Penalty: 6336.890625
	Iteration 62Q: 3 clusters Score -4.431619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350355 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -44316168.000000 Penalty: 6336.890625
	Iteration 63Q: 3 clusters Score -4.431617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350362 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -44316148.000000 Penalty: 6336.890625
	Iteration 64Q: 3 clusters Score -4.431615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350369 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -44316148.000000 Penalty: 6336.890625
	Iteration 65Q: 3 clusters Score -4.431615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350378 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -44316180.000000 Penalty: 6336.890625
	Iteration 66Q: 3 clusters Score -4.431618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350386 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -44316160.000000 Penalty: 6336.890625
	Iteration 67Q: 3 clusters Score -4.431616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350389 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -44316156.000000 Penalty: 6336.890625
	Iteration 68Q: 3 clusters Score -4.431616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350395 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -44316188.000000 Penalty: 6336.890625
	Iteration 69Q: 3 clusters Score -4.431619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350408 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -44316172.000000 Penalty: 6336.890625
	Iteration 70Q: 3 clusters Score -4.431617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350414 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -44316180.000000 Penalty: 6336.890625
	Iteration 71Q: 3 clusters Score -4.431618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350418 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -44316160.000000 Penalty: 6336.890625
	Iteration 72Q: 3 clusters Score -4.431616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350421 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -44316180.000000 Penalty: 6336.890625
	Iteration 73Q: 3 clusters Score -4.431618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350424 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -44316176.000000 Penalty: 6336.890625
	Iteration 74Q: 3 clusters Score -4.431618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350425 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -44316172.000000 Penalty: 6336.890625
	Iteration 75Q: 3 clusters Score -4.431617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350429 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -44316192.000000 Penalty: 6336.890625
	Iteration 76Q: 3 clusters Score -4.431619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350435 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -44316168.000000 Penalty: 6336.890625
	Iteration 77Q: 3 clusters Score -4.431617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350437 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -44316200.000000 Penalty: 6336.890625
	Iteration 78Q: 3 clusters Score -4.43162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350438 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -44316172.000000 Penalty: 6336.890625
	Iteration 79Q: 3 clusters Score -4.431617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350439 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -44316164.000000 Penalty: 6336.890625
	Iteration 80F: 3 clusters Score -4.431616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350441 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -44316184.000000 Penalty: 6336.890625
	Iteration 81Q: 3 clusters Score -4.431618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350441 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -44316184.000000 Penalty: 6336.890625
	Iteration 82F: 3 clusters Score -4.431618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -713101.437500 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -713101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -708148.687500 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -708148.7 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -709371.187500 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -709371.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -709549.312500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -709549.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -709656.375000 Penalty: 4295.657715
	Iteration 3Q: 3 clusters Score -709656.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -709727.125000 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -709727.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -709771.125000 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -709771.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -709809.500000 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -709809.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -709847.812500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -709847.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -709887.312500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -709887.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -709924.562500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -709924.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -709962.875000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -709962.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -709997.562500 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -709997.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -710035.250000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -710035.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -710084.937500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -710084.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -710144.687500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -710144.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -710210.312500 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -710210.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -710291.437500 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -710291.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -710375.875000 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -710375.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -710454.250000 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -710454.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -710521.500000 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -710521.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -710591.875000 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -710591.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -710657.000000 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -710657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -710721.437500 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -710721.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -710779.437500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -710779.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -710833.125000 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -710833.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -710876.937500 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -710876.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -710920.937500 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -710920.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -710958.125000 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -710958.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -710980.625000 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -710980.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -711002.937500 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -711002.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -711019.937500 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -711019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -711037.437500 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -711037.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -711049.875000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -711049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -711063.500000 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -711063.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -711077.437500 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -711077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -711088.750000 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -711088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -711097.562500 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -711097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -711110.125000 Penalty: 4295.657715
	Iteration 37Q: 3 clusters Score -711110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -711120.062500 Penalty: 4295.657715
	Iteration 38Q: 3 clusters Score -711120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -711128.250000 Penalty: 4295.657715
	Iteration 39Q: 3 clusters Score -711128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -711134.312500 Penalty: 4295.657715
	Iteration 40F: 3 clusters Score -711134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -711139.250000 Penalty: 4295.657715
	Iteration 41Q: 3 clusters Score -711139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -711140.000000 Penalty: 4295.657715
	Iteration 42Q: 3 clusters Score -711140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -711144.187500 Penalty: 4295.657715
	Iteration 43Q: 3 clusters Score -711144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -711147.062500 Penalty: 4295.657715
	Iteration 44Q: 3 clusters Score -711147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -711152.687500 Penalty: 4295.657715
	Iteration 45Q: 3 clusters Score -711152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -711158.687500 Penalty: 4295.657715
	Iteration 46Q: 3 clusters Score -711158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -711165.500000 Penalty: 4295.657715
	Iteration 47Q: 3 clusters Score -711165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -711167.562500 Penalty: 4295.657715
	Iteration 48Q: 3 clusters Score -711167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -711167.687500 Penalty: 4295.657715
	Iteration 49Q: 3 clusters Score -711167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -711170.062500 Penalty: 4295.657715
	Iteration 50Q: 3 clusters Score -711170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -711172.437500 Penalty: 4295.657715
	Iteration 51Q: 3 clusters Score -711172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -711176.187500 Penalty: 4295.657715
	Iteration 52Q: 3 clusters Score -711176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -711179.000000 Penalty: 4295.657715
	Iteration 53Q: 3 clusters Score -711179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -711180.187500 Penalty: 4295.657715
	Iteration 54Q: 3 clusters Score -711180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -711180.437500 Penalty: 4295.657715
	Iteration 55Q: 3 clusters Score -711180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -711182.375000 Penalty: 4295.657715
	Iteration 56Q: 3 clusters Score -711182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -711183.437500 Penalty: 4295.657715
	Iteration 57Q: 3 clusters Score -711183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -711186.437500 Penalty: 4295.657715
	Iteration 58Q: 3 clusters Score -711186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -711186.500000 Penalty: 4295.657715
	Iteration 59Q: 3 clusters Score -711186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -711186.500000 Penalty: 4295.657715
	Iteration 60F: 3 clusters Score -711186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77080.835938 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77080.84 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77349.359375 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77349.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77437.125000 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77437.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77496.867188 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77496.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77547.125000 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77547.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77572.257812 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77572.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77588.046875 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77588.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77599.445312 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -77599.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77608.210938 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -77608.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77616.117188 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -77616.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77624.914062 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -77624.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77629.023438 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -77629.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77633.171875 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -77633.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77640.976562 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -77640.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77649.710938 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -77649.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77661.859375 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -77661.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77678.648438 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -77678.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77690.609375 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -77690.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77695.429688 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -77695.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77700.117188 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -77700.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77707.492188 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -77707.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77719.851562 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -77719.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77723.437500 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -77723.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77729.226562 Penalty: 3272.860352
	Iteration 23Q: 3 clusters Score -77729.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77733.414062 Penalty: 3272.860352
	Iteration 24Q: 3 clusters Score -77733.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77735.570312 Penalty: 3272.860352
	Iteration 25Q: 3 clusters Score -77735.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77742.195312 Penalty: 3272.860352
	Iteration 26Q: 3 clusters Score -77742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77751.304688 Penalty: 3272.860352
	Iteration 27Q: 3 clusters Score -77751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77753.132812 Penalty: 3272.860352
	Iteration 28Q: 3 clusters Score -77753.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77753.132812 Penalty: 3272.860352
	Iteration 29F: 3 clusters Score -77753.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1339376.875000 Penalty: 2313.793213
	Iteration 0F: 2 clusters Score -1339377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1330932.875000 Penalty: 4627.586426
	Iteration 0F: 3 clusters Score -1330933 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1333578.875000 Penalty: 4627.586426
	Iteration 1F: 3 clusters Score -1333579 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1333984.250000 Penalty: 4627.586426
	Iteration 2F: 3 clusters Score -1333984 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1334318.875000 Penalty: 4627.586426
	Iteration 3F: 3 clusters Score -1334319 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1334611.625000 Penalty: 4627.586426
	Iteration 4F: 3 clusters Score -1334612 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1334876.125000 Penalty: 4627.586426
	Iteration 5Q: 3 clusters Score -1334876 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1335145.375000 Penalty: 4627.586426
	Iteration 6Q: 3 clusters Score -1335145 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1335420.625000 Penalty: 4627.586426
	Iteration 7Q: 3 clusters Score -1335421 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1335690.000000 Penalty: 4627.586426
	Iteration 8Q: 3 clusters Score -1335690 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1335965.875000 Penalty: 4627.586426
	Iteration 9Q: 3 clusters Score -1335966 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1336197.375000 Penalty: 4627.586426
	Iteration 10Q: 3 clusters Score -1336197 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1336372.875000 Penalty: 4627.586426
	Iteration 11Q: 3 clusters Score -1336373 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1336491.000000 Penalty: 4627.586426
	Iteration 12Q: 3 clusters Score -1336491 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1336593.000000 Penalty: 4627.586426
	Iteration 13Q: 3 clusters Score -1336593 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1336670.375000 Penalty: 4627.586426
	Iteration 14Q: 3 clusters Score -1336670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1336733.750000 Penalty: 4627.586426
	Iteration 15Q: 3 clusters Score -1336734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1336780.375000 Penalty: 4627.586426
	Iteration 16Q: 3 clusters Score -1336780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1336809.250000 Penalty: 4627.586426
	Iteration 17Q: 3 clusters Score -1336809 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1336843.625000 Penalty: 4627.586426
	Iteration 18Q: 3 clusters Score -1336844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1336865.500000 Penalty: 4627.586426
	Iteration 19Q: 3 clusters Score -1336866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1336884.875000 Penalty: 4627.586426
	Iteration 20F: 3 clusters Score -1336885 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1336906.000000 Penalty: 4627.586426
	Iteration 21Q: 3 clusters Score -1336906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1336917.625000 Penalty: 4627.586426
	Iteration 22Q: 3 clusters Score -1336918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1336927.250000 Penalty: 4627.586426
	Iteration 23Q: 3 clusters Score -1336927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1336939.375000 Penalty: 4627.586426
	Iteration 24Q: 3 clusters Score -1336939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1336948.750000 Penalty: 4627.586426
	Iteration 25Q: 3 clusters Score -1336949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1336952.625000 Penalty: 4627.586426
	Iteration 26Q: 3 clusters Score -1336953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1336965.125000 Penalty: 4627.586426
	Iteration 27Q: 3 clusters Score -1336965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1336966.500000 Penalty: 4627.586426
	Iteration 28Q: 3 clusters Score -1336966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1336975.375000 Penalty: 4627.586426
	Iteration 29Q: 3 clusters Score -1336975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1336985.125000 Penalty: 4627.586426
	Iteration 30Q: 3 clusters Score -1336985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1336988.500000 Penalty: 4627.586426
	Iteration 31Q: 3 clusters Score -1336988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1336991.125000 Penalty: 4627.586426
	Iteration 32Q: 3 clusters Score -1336991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1336999.000000 Penalty: 4627.586426
	Iteration 33Q: 3 clusters Score -1336999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1337001.000000 Penalty: 4627.586426
	Iteration 34Q: 3 clusters Score -1337001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1337002.875000 Penalty: 4627.586426
	Iteration 35Q: 3 clusters Score -1337003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1337007.875000 Penalty: 4627.586426
	Iteration 36Q: 3 clusters Score -1337008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1337011.750000 Penalty: 4627.586426
	Iteration 37Q: 3 clusters Score -1337012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1337009.250000 Penalty: 4627.586426
	Iteration 38Q: 3 clusters Score -1337009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1337015.125000 Penalty: 4627.586426
	Iteration 39Q: 3 clusters Score -1337015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1337017.750000 Penalty: 4627.586426
	Iteration 40F: 3 clusters Score -1337018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1337026.625000 Penalty: 4627.586426
	Iteration 41Q: 3 clusters Score -1337027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1337032.000000 Penalty: 4627.586426
	Iteration 42Q: 3 clusters Score -1337032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1337035.125000 Penalty: 4627.586426
	Iteration 43Q: 3 clusters Score -1337035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1337040.875000 Penalty: 4627.586426
	Iteration 44Q: 3 clusters Score -1337041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1337041.500000 Penalty: 4627.586426
	Iteration 45Q: 3 clusters Score -1337042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1337043.125000 Penalty: 4627.586426
	Iteration 46Q: 3 clusters Score -1337043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1337047.500000 Penalty: 4627.586426
	Iteration 47Q: 3 clusters Score -1337048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1337047.625000 Penalty: 4627.586426
	Iteration 48Q: 3 clusters Score -1337048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1337046.500000 Penalty: 4627.586426
	Iteration 49Q: 3 clusters Score -1337046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1337049.125000 Penalty: 4627.586426
	Iteration 50Q: 3 clusters Score -1337049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1337049.000000 Penalty: 4627.586426
	Iteration 51Q: 3 clusters Score -1337049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1337047.250000 Penalty: 4627.586426
	Iteration 52Q: 3 clusters Score -1337047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1337047.250000 Penalty: 4627.586426
	Iteration 53F: 3 clusters Score -1337047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -276347.093750 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -276347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -273373.250000 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -273373.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274027.843750 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -274027.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -274283.218750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -274283.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -274482.656250 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -274482.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -274657.968750 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -274658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -274820.312500 Penalty: 3903.412842
	Iteration 5F: 3 clusters Score -274820.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -274934.843750 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -274934.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275040.468750 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -275040.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -275103.718750 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -275103.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -275146.250000 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -275146.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -275193.843750 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -275193.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275232.687500 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -275232.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -275276.375000 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -275276.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -275307.781250 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -275307.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -275323.781250 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -275323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -275337.218750 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -275337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -275346.687500 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -275346.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -275353.625000 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -275353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -275358.000000 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -275358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -275359.937500 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -275359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -275360.406250 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -275360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -275361.000000 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -275361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -275362.437500 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -275362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -275362.156250 Penalty: 3903.412842
	Iteration 23Q: 3 clusters Score -275362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -275362.156250 Penalty: 3903.412842
	Iteration 24F: 3 clusters Score -275362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69259.117188 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -69259.12 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 327 members 
Entering Unmasked Estep 
Score: -67599.460938 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67599.46 nChanged 120
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: -67808.750000 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67808.75 nChanged 35
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: -67886.851562 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -67886.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67941.132812 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -67941.13 nChanged 10
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: -67975.804688 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -67975.8 nChanged 7
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: -67994.273438 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -67994.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68010.039062 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68010.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68028.734375 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68028.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68032.500000 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68040.515625 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68040.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68047.203125 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68050.703125 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68050.703125 Penalty: 3177.812500
	Iteration 12F: 3 clusters Score -68050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Entering Unmasked Estep 
Score: -4681683.000000 Penalty: 2614.931396
	Iteration 0F: 2 clusters Score -4681683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4655910.500000 Penalty: 5229.862793
	Iteration 0F: 3 clusters Score -4655910 nChanged 17386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4665592.000000 Penalty: 5229.862793
	Iteration 1F: 3 clusters Score -4665592 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4666187.000000 Penalty: 5229.862793
	Iteration 2Q: 3 clusters Score -4666187 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4666813.000000 Penalty: 5229.862793
	Iteration 3Q: 3 clusters Score -4666813 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4667534.000000 Penalty: 5229.862793
	Iteration 4Q: 3 clusters Score -4667534 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4668405.500000 Penalty: 5229.862793
	Iteration 5Q: 3 clusters Score -4668406 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4669491.500000 Penalty: 5229.862793
	Iteration 6F: 3 clusters Score -4669492 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -4670895.000000 Penalty: 5229.862793
	Iteration 7F: 3 clusters Score -4670895 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4672590.000000 Penalty: 5229.862793
	Iteration 8F: 3 clusters Score -4672590 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4674041.000000 Penalty: 5229.862793
	Iteration 9F: 3 clusters Score -4674041 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4675096.000000 Penalty: 5229.862793
	Iteration 10Q: 3 clusters Score -4675096 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4675914.500000 Penalty: 5229.862793
	Iteration 11Q: 3 clusters Score -4675914 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4676569.500000 Penalty: 5229.862793
	Iteration 12Q: 3 clusters Score -4676570 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4677106.000000 Penalty: 5229.862793
	Iteration 13Q: 3 clusters Score -4677106 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4677585.000000 Penalty: 5229.862793
	Iteration 14Q: 3 clusters Score -4677585 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4677950.000000 Penalty: 5229.862793
	Iteration 15Q: 3 clusters Score -4677950 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4678269.000000 Penalty: 5229.862793
	Iteration 16Q: 3 clusters Score -4678269 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4678517.500000 Penalty: 5229.862793
	Iteration 17Q: 3 clusters Score -4678518 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4678726.000000 Penalty: 5229.862793
	Iteration 18Q: 3 clusters Score -4678726 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4678854.500000 Penalty: 5229.862793
	Iteration 19Q: 3 clusters Score -4678854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4678977.000000 Penalty: 5229.862793
	Iteration 20F: 3 clusters Score -4678977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4679055.500000 Penalty: 5229.862793
	Iteration 21Q: 3 clusters Score -4679056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4679135.500000 Penalty: 5229.862793
	Iteration 22Q: 3 clusters Score -4679136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4679166.000000 Penalty: 5229.862793
	Iteration 23Q: 3 clusters Score -4679166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4679211.000000 Penalty: 5229.862793
	Iteration 24Q: 3 clusters Score -4679211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4679238.000000 Penalty: 5229.862793
	Iteration 25Q: 3 clusters Score -4679238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4679266.000000 Penalty: 5229.862793
	Iteration 26Q: 3 clusters Score -4679266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4679295.000000 Penalty: 5229.862793
	Iteration 27Q: 3 clusters Score -4679295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -4679314.000000 Penalty: 5229.862793
	Iteration 28Q: 3 clusters Score -4679314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4679323.500000 Penalty: 5229.862793
	Iteration 29Q: 3 clusters Score -4679324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4679341.000000 Penalty: 5229.862793
	Iteration 30Q: 3 clusters Score -4679341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4679371.000000 Penalty: 5229.862793
	Iteration 31Q: 3 clusters Score -4679371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4679375.000000 Penalty: 5229.862793
	Iteration 32Q: 3 clusters Score -4679375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4679391.500000 Penalty: 5229.862793
	Iteration 33Q: 3 clusters Score -4679392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4679404.500000 Penalty: 5229.862793
	Iteration 34Q: 3 clusters Score -4679404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4679410.000000 Penalty: 5229.862793
	Iteration 35Q: 3 clusters Score -4679410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4679428.000000 Penalty: 5229.862793
	Iteration 36Q: 3 clusters Score -4679428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4679437.500000 Penalty: 5229.862793
	Iteration 37Q: 3 clusters Score -4679438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4679454.000000 Penalty: 5229.862793
	Iteration 38Q: 3 clusters Score -4679454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4679465.500000 Penalty: 5229.862793
	Iteration 39Q: 3 clusters Score -4679466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4679481.000000 Penalty: 5229.862793
	Iteration 40F: 3 clusters Score -4679481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4679480.000000 Penalty: 5229.862793
	Iteration 41Q: 3 clusters Score -4679480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4679484.500000 Penalty: 5229.862793
	Iteration 42Q: 3 clusters Score -4679484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4679496.500000 Penalty: 5229.862793
	Iteration 43Q: 3 clusters Score -4679496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4679498.500000 Penalty: 5229.862793
	Iteration 44Q: 3 clusters Score -4679498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4679501.000000 Penalty: 5229.862793
	Iteration 45Q: 3 clusters Score -4679501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4679510.500000 Penalty: 5229.862793
	Iteration 46Q: 3 clusters Score -4679510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4679515.000000 Penalty: 5229.862793
	Iteration 47Q: 3 clusters Score -4679515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4679514.500000 Penalty: 5229.862793
	Iteration 48Q: 3 clusters Score -4679514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4679515.000000 Penalty: 5229.862793
	Iteration 49Q: 3 clusters Score -4679515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4679519.000000 Penalty: 5229.862793
	Iteration 50Q: 3 clusters Score -4679519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4679526.000000 Penalty: 5229.862793
	Iteration 51Q: 3 clusters Score -4679526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4679525.000000 Penalty: 5229.862793
	Iteration 52Q: 3 clusters Score -4679525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4679527.500000 Penalty: 5229.862793
	Iteration 53Q: 3 clusters Score -4679528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4679531.500000 Penalty: 5229.862793
	Iteration 54Q: 3 clusters Score -4679532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4679535.000000 Penalty: 5229.862793
	Iteration 55Q: 3 clusters Score -4679535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4679535.000000 Penalty: 5229.862793
	Iteration 56Q: 3 clusters Score -4679535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4679542.000000 Penalty: 5229.862793
	Iteration 57Q: 3 clusters Score -4679542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4679548.500000 Penalty: 5229.862793
	Iteration 58Q: 3 clusters Score -4679548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4679546.000000 Penalty: 5229.862793
	Iteration 59Q: 3 clusters Score -4679546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4679544.000000 Penalty: 5229.862793
	Iteration 60F: 3 clusters Score -4679544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4679545.000000 Penalty: 5229.862793
	Iteration 61Q: 3 clusters Score -4679545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4679544.500000 Penalty: 5229.862793
	Iteration 62Q: 3 clusters Score -4679544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4679543.000000 Penalty: 5229.862793
	Iteration 63Q: 3 clusters Score -4679543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4679541.500000 Penalty: 5229.862793
	Iteration 64Q: 3 clusters Score -4679542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4679546.000000 Penalty: 5229.862793
	Iteration 65Q: 3 clusters Score -4679546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4679546.000000 Penalty: 5229.862793
	Iteration 66Q: 3 clusters Score -4679546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4679547.500000 Penalty: 5229.862793
	Iteration 67Q: 3 clusters Score -4679548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4679548.500000 Penalty: 5229.862793
	Iteration 68Q: 3 clusters Score -4679548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4679544.000000 Penalty: 5229.862793
	Iteration 69Q: 3 clusters Score -4679544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4679544.000000 Penalty: 5229.862793
	Iteration 70F: 3 clusters Score -4679544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1256227.000000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1256227 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 5049 members 
Entering Unmasked Estep 
Score: -1248466.750000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1248467 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1250662.000000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1250662 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1251024.875000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1251025 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1251300.250000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1251300 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1251609.000000 Penalty: 4579.655762
	Iteration 4Q: 3 clusters Score -1251609 nChanged 450
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: -1251913.750000 Penalty: 4579.655762
	Iteration 5Q: 3 clusters Score -1251914 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1252207.875000 Penalty: 4579.655762
	Iteration 6Q: 3 clusters Score -1252208 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1252481.875000 Penalty: 4579.655762
	Iteration 7Q: 3 clusters Score -1252482 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1252773.125000 Penalty: 4579.655762
	Iteration 8Q: 3 clusters Score -1252773 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1253060.375000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1253060 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1253422.625000 Penalty: 4579.655762
	Iteration 10F: 3 clusters Score -1253423 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1253867.375000 Penalty: 4579.655762
	Iteration 11F: 3 clusters Score -1253867 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1254325.250000 Penalty: 4579.655762
	Iteration 12F: 3 clusters Score -1254325 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1254728.000000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1254728 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1255024.375000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1255024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1255247.500000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1255248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1255368.125000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1255368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1255426.375000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1255426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1255460.750000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1255461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1255502.375000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1255502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1255525.500000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1255526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1255533.625000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1255534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1255548.250000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1255548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1255554.500000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1255554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1255558.625000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1255559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1255558.375000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1255558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1255559.125000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1255559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1255559.125000 Penalty: 4579.655762
	Iteration 27F: 3 clusters Score -1255559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -682080.812500 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -682080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -677077.750000 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -677077.8 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -678328.062500 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -678328.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -678582.937500 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -678582.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -678794.250000 Penalty: 4288.298340
	Iteration 3F: 3 clusters Score -678794.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -678980.437500 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -678980.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -679122.812500 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -679122.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -679237.375000 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -679237.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -679340.562500 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -679340.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -679439.437500 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -679439.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -679552.562500 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -679552.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -679693.062500 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -679693.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -679863.312500 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -679863.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -680031.812500 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -680031.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -680226.250000 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -680226.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -680448.875000 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -680448.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -680607.500000 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -680607.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -680712.562500 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -680712.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -680769.312500 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -680769.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -680803.500000 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -680803.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -680826.000000 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -680826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -680838.375000 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -680838.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -680846.562500 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -680846.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -680854.812500 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -680854.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -680862.187500 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -680862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -680865.750000 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -680865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -680871.000000 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -680871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -680872.625000 Penalty: 4288.298340
	Iteration 26Q: 3 clusters Score -680872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -680874.562500 Penalty: 4288.298340
	Iteration 27Q: 3 clusters Score -680874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -680875.312500 Penalty: 4288.298340
	Iteration 28Q: 3 clusters Score -680875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -680876.312500 Penalty: 4288.298340
	Iteration 29Q: 3 clusters Score -680876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -680876.250000 Penalty: 4288.298340
	Iteration 30Q: 3 clusters Score -680876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -680876.625000 Penalty: 4288.298340
	Iteration 31Q: 3 clusters Score -680876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -680876.625000 Penalty: 4288.298340
	Iteration 32F: 3 clusters Score -680876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -595724.875000 Penalty: 2110.021729
	Iteration 0F: 2 clusters Score -595724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -591228.000000 Penalty: 4220.043457
	Iteration 0F: 3 clusters Score -591228 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -592287.187500 Penalty: 4220.043457
	Iteration 1F: 3 clusters Score -592287.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -592553.437500 Penalty: 4220.043457
	Iteration 2F: 3 clusters Score -592553.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -592750.625000 Penalty: 4220.043457
	Iteration 3F: 3 clusters Score -592750.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -592945.625000 Penalty: 4220.043457
	Iteration 4Q: 3 clusters Score -592945.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -593122.875000 Penalty: 4220.043457
	Iteration 5Q: 3 clusters Score -593122.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -593288.562500 Penalty: 4220.043457
	Iteration 6Q: 3 clusters Score -593288.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -593452.062500 Penalty: 4220.043457
	Iteration 7Q: 3 clusters Score -593452.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -593588.437500 Penalty: 4220.043457
	Iteration 8Q: 3 clusters Score -593588.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -593710.250000 Penalty: 4220.043457
	Iteration 9Q: 3 clusters Score -593710.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -593827.875000 Penalty: 4220.043457
	Iteration 10Q: 3 clusters Score -593827.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -593935.125000 Penalty: 4220.043457
	Iteration 11Q: 3 clusters Score -593935.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -594031.875000 Penalty: 4220.043457
	Iteration 12Q: 3 clusters Score -594031.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -594124.875000 Penalty: 4220.043457
	Iteration 13Q: 3 clusters Score -594124.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -594190.437500 Penalty: 4220.043457
	Iteration 14Q: 3 clusters Score -594190.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -594235.875000 Penalty: 4220.043457
	Iteration 15Q: 3 clusters Score -594235.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -594269.437500 Penalty: 4220.043457
	Iteration 16Q: 3 clusters Score -594269.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -594303.187500 Penalty: 4220.043457
	Iteration 17Q: 3 clusters Score -594303.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -594335.000000 Penalty: 4220.043457
	Iteration 18Q: 3 clusters Score -594335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -594358.687500 Penalty: 4220.043457
	Iteration 19Q: 3 clusters Score -594358.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -594372.250000 Penalty: 4220.043457
	Iteration 20F: 3 clusters Score -594372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -594387.937500 Penalty: 4220.043457
	Iteration 21Q: 3 clusters Score -594387.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -594398.625000 Penalty: 4220.043457
	Iteration 22Q: 3 clusters Score -594398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -594404.937500 Penalty: 4220.043457
	Iteration 23Q: 3 clusters Score -594404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -594408.437500 Penalty: 4220.043457
	Iteration 24Q: 3 clusters Score -594408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -594414.312500 Penalty: 4220.043457
	Iteration 25Q: 3 clusters Score -594414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -594417.125000 Penalty: 4220.043457
	Iteration 26Q: 3 clusters Score -594417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -594420.000000 Penalty: 4220.043457
	Iteration 27Q: 3 clusters Score -594420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -594421.875000 Penalty: 4220.043457
	Iteration 28Q: 3 clusters Score -594421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -594423.687500 Penalty: 4220.043457
	Iteration 29Q: 3 clusters Score -594423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -594430.750000 Penalty: 4220.043457
	Iteration 30Q: 3 clusters Score -594430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -594434.875000 Penalty: 4220.043457
	Iteration 31Q: 3 clusters Score -594434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -594438.625000 Penalty: 4220.043457
	Iteration 32Q: 3 clusters Score -594438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -594440.812500 Penalty: 4220.043457
	Iteration 33Q: 3 clusters Score -594440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -594443.625000 Penalty: 4220.043457
	Iteration 34Q: 3 clusters Score -594443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -594446.250000 Penalty: 4220.043457
	Iteration 35Q: 3 clusters Score -594446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -594449.250000 Penalty: 4220.043457
	Iteration 36Q: 3 clusters Score -594449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -594449.625000 Penalty: 4220.043457
	Iteration 37Q: 3 clusters Score -594449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -594451.437500 Penalty: 4220.043457
	Iteration 38Q: 3 clusters Score -594451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -594452.937500 Penalty: 4220.043457
	Iteration 39Q: 3 clusters Score -594452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -594456.062500 Penalty: 4220.043457
	Iteration 40F: 3 clusters Score -594456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -594457.687500 Penalty: 4220.043457
	Iteration 41Q: 3 clusters Score -594457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -594458.250000 Penalty: 4220.043457
	Iteration 42Q: 3 clusters Score -594458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -594461.250000 Penalty: 4220.043457
	Iteration 43Q: 3 clusters Score -594461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -594462.437500 Penalty: 4220.043457
	Iteration 44Q: 3 clusters Score -594462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -594464.562500 Penalty: 4220.043457
	Iteration 45Q: 3 clusters Score -594464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -594465.625000 Penalty: 4220.043457
	Iteration 46Q: 3 clusters Score -594465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -594467.562500 Penalty: 4220.043457
	Iteration 47Q: 3 clusters Score -594467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -594467.562500 Penalty: 4220.043457
	Iteration 48F: 3 clusters Score -594467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -297583.812500 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -297583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294609.062500 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -294609.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295235.406250 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -295235.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -295418.218750 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -295418.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -295537.250000 Penalty: 3902.274170
	Iteration 3Q: 3 clusters Score -295537.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -295664.031250 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -295664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295755.812500 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -295755.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -295830.906250 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -295830.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -295914.031250 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -295914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -296007.125000 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -296007.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296095.156250 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -296095.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296188.843750 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -296188.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -296267.781250 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -296267.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -296309.750000 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -296309.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -296339.718750 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -296339.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -296360.406250 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -296360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -296376.812500 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -296376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -296386.156250 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -296386.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -296396.343750 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -296396.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -296405.093750 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -296405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -296411.312500 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -296411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -296417.062500 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -296417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -296428.750000 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -296428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -296433.906250 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -296433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296439.281250 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -296439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -296441.843750 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -296441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -296446.500000 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -296446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -296449.843750 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -296449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -296454.250000 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -296454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296457.625000 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -296457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296459.281250 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -296459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -296461.812500 Penalty: 3902.274170
	Iteration 30Q: 3 clusters Score -296461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -296462.781250 Penalty: 3902.274170
	Iteration 31Q: 3 clusters Score -296462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -296463.250000 Penalty: 3902.274170
	Iteration 32Q: 3 clusters Score -296463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -296463.843750 Penalty: 3902.274170
	Iteration 33Q: 3 clusters Score -296463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296463.906250 Penalty: 3902.274170
	Iteration 34Q: 3 clusters Score -296463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296463.906250 Penalty: 3902.274170
	Iteration 35F: 3 clusters Score -296463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Entering Unmasked Estep 
Score: -2040028.000000 Penalty: 2406.485840
	Iteration 0F: 2 clusters Score -2040028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2028348.375000 Penalty: 4812.971680
	Iteration 0F: 3 clusters Score -2028348 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2032021.625000 Penalty: 4812.971680
	Iteration 1F: 3 clusters Score -2032022 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2032418.375000 Penalty: 4812.971680
	Iteration 2F: 3 clusters Score -2032418 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2032791.875000 Penalty: 4812.971680
	Iteration 3F: 3 clusters Score -2032792 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2033171.125000 Penalty: 4812.971680
	Iteration 4Q: 3 clusters Score -2033171 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2033725.500000 Penalty: 4812.971680
	Iteration 5F: 3 clusters Score -2033726 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2034553.750000 Penalty: 4812.971680
	Iteration 6F: 3 clusters Score -2034554 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2035419.625000 Penalty: 4812.971680
	Iteration 7F: 3 clusters Score -2035420 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2036275.625000 Penalty: 4812.971680
	Iteration 8F: 3 clusters Score -2036276 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2037024.125000 Penalty: 4812.971680
	Iteration 9F: 3 clusters Score -2037024 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2037606.875000 Penalty: 4812.971680
	Iteration 10Q: 3 clusters Score -2037607 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2037982.875000 Penalty: 4812.971680
	Iteration 11Q: 3 clusters Score -2037983 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2038197.625000 Penalty: 4812.971680
	Iteration 12Q: 3 clusters Score -2038198 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2038338.000000 Penalty: 4812.971680
	Iteration 13Q: 3 clusters Score -2038338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2038417.625000 Penalty: 4812.971680
	Iteration 14Q: 3 clusters Score -2038418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2038490.875000 Penalty: 4812.971680
	Iteration 15Q: 3 clusters Score -2038491 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2038551.750000 Penalty: 4812.971680
	Iteration 16Q: 3 clusters Score -2038552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2038603.125000 Penalty: 4812.971680
	Iteration 17Q: 3 clusters Score -2038603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2038644.250000 Penalty: 4812.971680
	Iteration 18Q: 3 clusters Score -2038644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2038675.000000 Penalty: 4812.971680
	Iteration 19Q: 3 clusters Score -2038675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2038707.875000 Penalty: 4812.971680
	Iteration 20F: 3 clusters Score -2038708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2038740.125000 Penalty: 4812.971680
	Iteration 21Q: 3 clusters Score -2038740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2038750.250000 Penalty: 4812.971680
	Iteration 22Q: 3 clusters Score -2038750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2038761.125000 Penalty: 4812.971680
	Iteration 23Q: 3 clusters Score -2038761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2038772.250000 Penalty: 4812.971680
	Iteration 24Q: 3 clusters Score -2038772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2038778.000000 Penalty: 4812.971680
	Iteration 25Q: 3 clusters Score -2038778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2038787.250000 Penalty: 4812.971680
	Iteration 26Q: 3 clusters Score -2038787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2038787.750000 Penalty: 4812.971680
	Iteration 27Q: 3 clusters Score -2038788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2038798.125000 Penalty: 4812.971680
	Iteration 28Q: 3 clusters Score -2038798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2038803.625000 Penalty: 4812.971680
	Iteration 29Q: 3 clusters Score -2038804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2038807.875000 Penalty: 4812.971680
	Iteration 30Q: 3 clusters Score -2038808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2038810.375000 Penalty: 4812.971680
	Iteration 31Q: 3 clusters Score -2038810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2038809.625000 Penalty: 4812.971680
	Iteration 32Q: 3 clusters Score -2038810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2038815.750000 Penalty: 4812.971680
	Iteration 33Q: 3 clusters Score -2038816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2038815.875000 Penalty: 4812.971680
	Iteration 34Q: 3 clusters Score -2038816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2038816.250000 Penalty: 4812.971680
	Iteration 35Q: 3 clusters Score -2038816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2038817.750000 Penalty: 4812.971680
	Iteration 36Q: 3 clusters Score -2038818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2038817.750000 Penalty: 4812.971680
	Iteration 37Q: 3 clusters Score -2038818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2038819.250000 Penalty: 4812.971680
	Iteration 38Q: 3 clusters Score -2038819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2038821.750000 Penalty: 4812.971680
	Iteration 39Q: 3 clusters Score -2038822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2038820.375000 Penalty: 4812.971680
	Iteration 40F: 3 clusters Score -2038820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2038822.625000 Penalty: 4812.971680
	Iteration 41Q: 3 clusters Score -2038823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2038825.750000 Penalty: 4812.971680
	Iteration 42Q: 3 clusters Score -2038826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2038827.000000 Penalty: 4812.971680
	Iteration 43Q: 3 clusters Score -2038827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2038827.000000 Penalty: 4812.971680
	Iteration 44F: 3 clusters Score -2038827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15427.334961 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15427.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15597.709961 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15597.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15624.452148 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -15624.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15640.812500 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15640.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15640.812500 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -15640.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -763398.125000 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -763398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -758155.062500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -758155.1 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -759467.687500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -759467.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -759675.562500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -759675.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -759831.250000 Penalty: 4332.740723
	Iteration 3Q: 3 clusters Score -759831.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -759951.437500 Penalty: 4332.740723
	Iteration 4Q: 3 clusters Score -759951.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -760045.500000 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -760045.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -760124.375000 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -760124.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -760195.562500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -760195.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -760255.375000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -760255.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -760312.500000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -760312.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -760360.750000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -760360.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -760405.250000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -760405.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -760455.812500 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -760455.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -760515.187500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -760515.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -760587.062500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -760587.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -760675.187500 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -760675.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -760783.437500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -760783.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -760885.062500 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -760885.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -760985.062500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -760985.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -761074.562500 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -761074.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -761153.437500 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -761153.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -761202.750000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -761202.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -761239.687500 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -761239.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -761269.750000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -761269.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -761298.000000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -761298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -761328.562500 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -761328.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -761359.625000 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -761359.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -761376.812500 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -761376.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -761389.437500 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -761389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -761397.500000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -761397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -761403.562500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -761403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -761405.750000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -761405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -761406.375000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -761406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -761415.687500 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -761415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -761425.125000 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -761425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -761432.062500 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -761432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -761439.437500 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -761439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -761452.250000 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -761452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -761461.000000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -761461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -761467.562500 Penalty: 4332.740723
	Iteration 39Q: 3 clusters Score -761467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -761470.750000 Penalty: 4332.740723
	Iteration 40F: 3 clusters Score -761470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -761473.437500 Penalty: 4332.740723
	Iteration 41Q: 3 clusters Score -761473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -761473.937500 Penalty: 4332.740723
	Iteration 42Q: 3 clusters Score -761473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -761478.562500 Penalty: 4332.740723
	Iteration 43Q: 3 clusters Score -761478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -761478.250000 Penalty: 4332.740723
	Iteration 44Q: 3 clusters Score -761478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -761478.375000 Penalty: 4332.740723
	Iteration 45Q: 3 clusters Score -761478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -761481.000000 Penalty: 4332.740723
	Iteration 46Q: 3 clusters Score -761481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -761482.937500 Penalty: 4332.740723
	Iteration 47Q: 3 clusters Score -761482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -761484.812500 Penalty: 4332.740723
	Iteration 48Q: 3 clusters Score -761484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -761485.937500 Penalty: 4332.740723
	Iteration 49Q: 3 clusters Score -761485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -761486.687500 Penalty: 4332.740723
	Iteration 50Q: 3 clusters Score -761486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -761487.812500 Penalty: 4332.740723
	Iteration 51Q: 3 clusters Score -761487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -761487.812500 Penalty: 4332.740723
	Iteration 52F: 3 clusters Score -761487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -189525.765625 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -189525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187121.437500 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -187121.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187609.359375 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -187609.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -187779.203125 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -187779.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187877.781250 Penalty: 3686.805420
	Iteration 3F: 3 clusters Score -187877.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187939.281250 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -187939.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187991.000000 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -187991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188023.609375 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -188023.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188057.234375 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -188057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188076.890625 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -188076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -188094.562500 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -188094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188109.500000 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -188109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188118.671875 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -188118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188126.609375 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -188126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188137.531250 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -188137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -188148.203125 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -188148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188156.218750 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -188156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -188163.421875 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -188163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188167.343750 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -188167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188168.500000 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -188168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -188168.906250 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -188168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188169.218750 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -188169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Entering Unmasked Estep 
Score: -6526781.000000 Penalty: 2690.592285
	Iteration 0F: 2 clusters Score -6526781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6492045.500000 Penalty: 5381.184570
	Iteration 0F: 3 clusters Score -6492046 nChanged 23797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -6505318.500000 Penalty: 5381.184570
	Iteration 1F: 3 clusters Score -6505318 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -6505964.000000 Penalty: 5381.184570
	Iteration 2Q: 3 clusters Score -6505964 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -6506484.500000 Penalty: 5381.184570
	Iteration 3Q: 3 clusters Score -6506484 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -6506982.500000 Penalty: 5381.184570
	Iteration 4Q: 3 clusters Score -6506982 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -6507693.000000 Penalty: 5381.184570
	Iteration 5Q: 3 clusters Score -6507693 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6508651.000000 Penalty: 5381.184570
	Iteration 6Q: 3 clusters Score -6508651 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -6510101.500000 Penalty: 5381.184570
	Iteration 7F: 3 clusters Score -6510102 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -6512502.000000 Penalty: 5381.184570
	Iteration 8F: 3 clusters Score -6512502 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -6515589.500000 Penalty: 5381.184570
	Iteration 9F: 3 clusters Score -6515590 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6519220.000000 Penalty: 5381.184570
	Iteration 10F: 3 clusters Score -6519220 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6521926.000000 Penalty: 5381.184570
	Iteration 11F: 3 clusters Score -6521926 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -6523368.000000 Penalty: 5381.184570
	Iteration 12Q: 3 clusters Score -6523368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6523933.500000 Penalty: 5381.184570
	Iteration 13Q: 3 clusters Score -6523934 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6524181.500000 Penalty: 5381.184570
	Iteration 14Q: 3 clusters Score -6524182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -6524284.000000 Penalty: 5381.184570
	Iteration 15Q: 3 clusters Score -6524284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -6524343.000000 Penalty: 5381.184570
	Iteration 16Q: 3 clusters Score -6524343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -6524362.000000 Penalty: 5381.184570
	Iteration 17Q: 3 clusters Score -6524362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6524373.500000 Penalty: 5381.184570
	Iteration 18Q: 3 clusters Score -6524374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -6524378.500000 Penalty: 5381.184570
	Iteration 19Q: 3 clusters Score -6524378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6524379.500000 Penalty: 5381.184570
	Iteration 20F: 3 clusters Score -6524380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6524382.500000 Penalty: 5381.184570
	Iteration 21Q: 3 clusters Score -6524382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6524380.000000 Penalty: 5381.184570
	Iteration 22Q: 3 clusters Score -6524380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6524380.000000 Penalty: 5381.184570
	Iteration 23F: 3 clusters Score -6524380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Entering Unmasked Estep 
Score: -1597768.250000 Penalty: 2342.854004
	Iteration 0F: 2 clusters Score -1597768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1588412.875000 Penalty: 4685.708008
	Iteration 0F: 3 clusters Score -1588413 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1591216.375000 Penalty: 4685.708008
	Iteration 1F: 3 clusters Score -1591216 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1591624.375000 Penalty: 4685.708008
	Iteration 2F: 3 clusters Score -1591624 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1591960.000000 Penalty: 4685.708008
	Iteration 3F: 3 clusters Score -1591960 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1592274.625000 Penalty: 4685.708008
	Iteration 4Q: 3 clusters Score -1592275 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1592557.625000 Penalty: 4685.708008
	Iteration 5Q: 3 clusters Score -1592558 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1592846.875000 Penalty: 4685.708008
	Iteration 6Q: 3 clusters Score -1592847 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1593164.250000 Penalty: 4685.708008
	Iteration 7Q: 3 clusters Score -1593164 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1593470.375000 Penalty: 4685.708008
	Iteration 8Q: 3 clusters Score -1593470 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1593782.500000 Penalty: 4685.708008
	Iteration 9Q: 3 clusters Score -1593782 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1594104.125000 Penalty: 4685.708008
	Iteration 10Q: 3 clusters Score -1594104 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1594517.625000 Penalty: 4685.708008
	Iteration 11Q: 3 clusters Score -1594518 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1594992.125000 Penalty: 4685.708008
	Iteration 12Q: 3 clusters Score -1594992 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1595463.125000 Penalty: 4685.708008
	Iteration 13Q: 3 clusters Score -1595463 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1595857.625000 Penalty: 4685.708008
	Iteration 14Q: 3 clusters Score -1595858 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1596199.625000 Penalty: 4685.708008
	Iteration 15Q: 3 clusters Score -1596200 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1596437.625000 Penalty: 4685.708008
	Iteration 16Q: 3 clusters Score -1596438 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1596583.625000 Penalty: 4685.708008
	Iteration 17Q: 3 clusters Score -1596584 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1596688.500000 Penalty: 4685.708008
	Iteration 18Q: 3 clusters Score -1596688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1596758.625000 Penalty: 4685.708008
	Iteration 19Q: 3 clusters Score -1596759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1596810.625000 Penalty: 4685.708008
	Iteration 20F: 3 clusters Score -1596811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1596834.000000 Penalty: 4685.708008
	Iteration 21Q: 3 clusters Score -1596834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1596856.000000 Penalty: 4685.708008
	Iteration 22Q: 3 clusters Score -1596856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1596870.375000 Penalty: 4685.708008
	Iteration 23Q: 3 clusters Score -1596870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1596885.125000 Penalty: 4685.708008
	Iteration 24Q: 3 clusters Score -1596885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1596898.500000 Penalty: 4685.708008
	Iteration 25Q: 3 clusters Score -1596898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1596905.000000 Penalty: 4685.708008
	Iteration 26Q: 3 clusters Score -1596905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1596909.875000 Penalty: 4685.708008
	Iteration 27Q: 3 clusters Score -1596910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1596911.500000 Penalty: 4685.708008
	Iteration 28Q: 3 clusters Score -1596912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1596913.625000 Penalty: 4685.708008
	Iteration 29Q: 3 clusters Score -1596914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1596911.500000 Penalty: 4685.708008
	Iteration 30Q: 3 clusters Score -1596912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1596917.500000 Penalty: 4685.708008
	Iteration 31Q: 3 clusters Score -1596918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1596915.375000 Penalty: 4685.708008
	Iteration 32Q: 3 clusters Score -1596915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1596921.250000 Penalty: 4685.708008
	Iteration 33Q: 3 clusters Score -1596921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1596922.375000 Penalty: 4685.708008
	Iteration 34Q: 3 clusters Score -1596922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1596924.375000 Penalty: 4685.708008
	Iteration 35Q: 3 clusters Score -1596924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1596931.750000 Penalty: 4685.708008
	Iteration 36Q: 3 clusters Score -1596932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1596936.250000 Penalty: 4685.708008
	Iteration 37Q: 3 clusters Score -1596936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1596936.750000 Penalty: 4685.708008
	Iteration 38Q: 3 clusters Score -1596937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1596938.000000 Penalty: 4685.708008
	Iteration 39Q: 3 clusters Score -1596938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1596942.875000 Penalty: 4685.708008
	Iteration 40F: 3 clusters Score -1596943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1596949.250000 Penalty: 4685.708008
	Iteration 41Q: 3 clusters Score -1596949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1596949.500000 Penalty: 4685.708008
	Iteration 42Q: 3 clusters Score -1596950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1596951.000000 Penalty: 4685.708008
	Iteration 43Q: 3 clusters Score -1596951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1596950.000000 Penalty: 4685.708008
	Iteration 44Q: 3 clusters Score -1596950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1596949.250000 Penalty: 4685.708008
	Iteration 45Q: 3 clusters Score -1596949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1596951.875000 Penalty: 4685.708008
	Iteration 46Q: 3 clusters Score -1596952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1596955.625000 Penalty: 4685.708008
	Iteration 47Q: 3 clusters Score -1596956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1596953.625000 Penalty: 4685.708008
	Iteration 48Q: 3 clusters Score -1596954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1596960.500000 Penalty: 4685.708008
	Iteration 49Q: 3 clusters Score -1596960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1596964.750000 Penalty: 4685.708008
	Iteration 50Q: 3 clusters Score -1596965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1596973.500000 Penalty: 4685.708008
	Iteration 51Q: 3 clusters Score -1596974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1596973.125000 Penalty: 4685.708008
	Iteration 52Q: 3 clusters Score -1596973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1596984.000000 Penalty: 4685.708008
	Iteration 53Q: 3 clusters Score -1596984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1596980.875000 Penalty: 4685.708008
	Iteration 54Q: 3 clusters Score -1596981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1596980.125000 Penalty: 4685.708008
	Iteration 55Q: 3 clusters Score -1596980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1596983.250000 Penalty: 4685.708008
	Iteration 56Q: 3 clusters Score -1596983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1596988.375000 Penalty: 4685.708008
	Iteration 57Q: 3 clusters Score -1596988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1596991.250000 Penalty: 4685.708008
	Iteration 58Q: 3 clusters Score -1596991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1596992.625000 Penalty: 4685.708008
	Iteration 59Q: 3 clusters Score -1596993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1596991.625000 Penalty: 4685.708008
	Iteration 60F: 3 clusters Score -1596992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1596990.875000 Penalty: 4685.708008
	Iteration 61Q: 3 clusters Score -1596991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1596990.875000 Penalty: 4685.708008
	Iteration 62F: 3 clusters Score -1596991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135872.062500 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135872.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136224.765625 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136224.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -136390.890625 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136390.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -136527.890625 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -136527.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136718.546875 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -136718.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -136928.453125 Penalty: 3511.275635
	Iteration 5F: 3 clusters Score -136928.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137062.828125 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -137062.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137172.953125 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -137173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137239.656250 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -137239.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137266.156250 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137277.703125 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137285.203125 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -137295.484375 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137304.390625 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137314.609375 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -137325.312500 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137325.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137337.265625 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -137337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137351.890625 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -137351.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137364.468750 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -137364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137377.968750 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -137378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137393.734375 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -137393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137427.875000 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -137427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137456.781250 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -137456.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137481.843750 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -137481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137512.578125 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -137512.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137543.421875 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -137543.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137606.109375 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -137606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137690.234375 Penalty: 3511.275635
	Iteration 27Q: 3 clusters Score -137690.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137735.609375 Penalty: 3511.275635
	Iteration 28Q: 3 clusters Score -137735.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137764.453125 Penalty: 3511.275635
	Iteration 29Q: 3 clusters Score -137764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137775.078125 Penalty: 3511.275635
	Iteration 30Q: 3 clusters Score -137775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -137785.953125 Penalty: 3511.275635
	Iteration 31Q: 3 clusters Score -137786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137796.406250 Penalty: 3511.275635
	Iteration 32Q: 3 clusters Score -137796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137808.312500 Penalty: 3511.275635
	Iteration 33Q: 3 clusters Score -137808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137828.031250 Penalty: 3511.275635
	Iteration 34Q: 3 clusters Score -137828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137864.406250 Penalty: 3511.275635
	Iteration 35Q: 3 clusters Score -137864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137916.109375 Penalty: 3511.275635
	Iteration 36Q: 3 clusters Score -137916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137991.140625 Penalty: 3511.275635
	Iteration 37Q: 3 clusters Score -137991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138096.812500 Penalty: 3511.275635
	Iteration 38Q: 3 clusters Score -138096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138122.265625 Penalty: 3511.275635
	Iteration 39Q: 3 clusters Score -138122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138122.265625 Penalty: 3511.275635
	Iteration 40F: 3 clusters Score -138122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162576 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58797 members 
Mstep: Class 13 contains 353624 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37952 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53610 members 
Mstep: Class 37 contains 108808 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14068 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 626 members 
Entering Unmasked Estep 
Score: -142010432.000000 Penalty: 169800.968750
Splitting cluster 30 changes total score from -142012752.000000 to -142010432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11009.893555 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -11009.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11079.936523 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11079.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11081.411133 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11081.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11081.411133 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -11081.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -413674.187500 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -413674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -410110.031250 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -410110 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -410870.406250 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -410870.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -411089.593750 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -411089.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -411263.562500 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -411263.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -411384.750000 Penalty: 4041.916016
	Iteration 4F: 3 clusters Score -411384.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -411467.437500 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -411467.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -411535.468750 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -411535.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -411577.812500 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -411577.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -411620.406250 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -411620.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -411654.156250 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -411654.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -411679.875000 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -411679.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -411711.875000 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -411711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -411743.625000 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -411743.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -411772.625000 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -411772.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -411790.593750 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -411790.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -411809.437500 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -411809.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -411822.562500 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -411822.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -411833.906250 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -411833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -411843.406250 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -411843.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -411858.875000 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -411858.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -411877.406250 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -411877.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -411896.343750 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -411896.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -411916.031250 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -411916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -411933.250000 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -411933.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -411954.125000 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -411954.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -411975.500000 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -411975.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411991.531250 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -411991.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -412017.187500 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -412017.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -412042.718750 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -412042.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -412073.375000 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -412073.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -412101.625000 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -412101.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -412126.875000 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -412126.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -412155.531250 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -412155.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -412181.468750 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -412181.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -412206.343750 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -412206.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -412225.593750 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -412225.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -412235.875000 Penalty: 4041.916016
	Iteration 36Q: 3 clusters Score -412235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -412240.687500 Penalty: 4041.916016
	Iteration 37Q: 3 clusters Score -412240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -412246.875000 Penalty: 4041.916016
	Iteration 38Q: 3 clusters Score -412246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -412251.062500 Penalty: 4041.916016
	Iteration 39Q: 3 clusters Score -412251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -412253.250000 Penalty: 4041.916016
	Iteration 40F: 3 clusters Score -412253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -412254.437500 Penalty: 4041.916016
	Iteration 41Q: 3 clusters Score -412254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -412255.281250 Penalty: 4041.916016
	Iteration 42Q: 3 clusters Score -412255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -412256.062500 Penalty: 4041.916016
	Iteration 43Q: 3 clusters Score -412256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -412255.281250 Penalty: 4041.916016
	Iteration 44Q: 3 clusters Score -412255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -412256.625000 Penalty: 4041.916016
	Iteration 45Q: 3 clusters Score -412256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -412256.625000 Penalty: 4041.916016
	Iteration 46F: 3 clusters Score -412256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -266826.281250 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -266826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264091.375000 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -264091.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264584.343750 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -264584.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264705.718750 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -264705.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -264762.656250 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -264762.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -264802.343750 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -264802.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264827.812500 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -264827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -264845.875000 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -264845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -264856.500000 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -264856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264868.375000 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -264868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264877.781250 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -264877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264883.968750 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -264884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264889.531250 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -264889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264897.000000 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -264897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264901.937500 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -264901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264905.656250 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -264905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264907.125000 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -264907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264907.906250 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -264907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264908.281250 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -264908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264908.406250 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -264908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264908.406250 Penalty: 3799.650391
	Iteration 19F: 3 clusters Score -264908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Entering Unmasked Estep 
Score: -3491536.250000 Penalty: 2540.658691
	Iteration 0F: 2 clusters Score -3491536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3472205.500000 Penalty: 5081.317383
	Iteration 0F: 3 clusters Score -3472206 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3479238.250000 Penalty: 5081.317383
	Iteration 1F: 3 clusters Score -3479238 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3479789.000000 Penalty: 5081.317383
	Iteration 2Q: 3 clusters Score -3479789 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3480269.000000 Penalty: 5081.317383
	Iteration 3Q: 3 clusters Score -3480269 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3480732.750000 Penalty: 5081.317383
	Iteration 4Q: 3 clusters Score -3480733 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3481197.500000 Penalty: 5081.317383
	Iteration 5Q: 3 clusters Score -3481198 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3481632.250000 Penalty: 5081.317383
	Iteration 6Q: 3 clusters Score -3481632 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3482042.000000 Penalty: 5081.317383
	Iteration 7Q: 3 clusters Score -3482042 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3482482.250000 Penalty: 5081.317383
	Iteration 8Q: 3 clusters Score -3482482 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3482912.250000 Penalty: 5081.317383
	Iteration 9Q: 3 clusters Score -3482912 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3483415.250000 Penalty: 5081.317383
	Iteration 10Q: 3 clusters Score -3483415 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3483958.250000 Penalty: 5081.317383
	Iteration 11Q: 3 clusters Score -3483958 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3484579.250000 Penalty: 5081.317383
	Iteration 12Q: 3 clusters Score -3484579 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3485191.500000 Penalty: 5081.317383
	Iteration 13Q: 3 clusters Score -3485192 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3485779.750000 Penalty: 5081.317383
	Iteration 14Q: 3 clusters Score -3485780 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3486395.250000 Penalty: 5081.317383
	Iteration 15Q: 3 clusters Score -3486395 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3486984.000000 Penalty: 5081.317383
	Iteration 16Q: 3 clusters Score -3486984 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3487555.000000 Penalty: 5081.317383
	Iteration 17Q: 3 clusters Score -3487555 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3488054.000000 Penalty: 5081.317383
	Iteration 18Q: 3 clusters Score -3488054 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3488438.000000 Penalty: 5081.317383
	Iteration 19Q: 3 clusters Score -3488438 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3488707.000000 Penalty: 5081.317383
	Iteration 20F: 3 clusters Score -3488707 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3488910.500000 Penalty: 5081.317383
	Iteration 21Q: 3 clusters Score -3488910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3489085.250000 Penalty: 5081.317383
	Iteration 22Q: 3 clusters Score -3489085 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3489215.750000 Penalty: 5081.317383
	Iteration 23Q: 3 clusters Score -3489216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3489288.750000 Penalty: 5081.317383
	Iteration 24Q: 3 clusters Score -3489289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3489334.000000 Penalty: 5081.317383
	Iteration 25Q: 3 clusters Score -3489334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3489372.750000 Penalty: 5081.317383
	Iteration 26Q: 3 clusters Score -3489373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3489392.500000 Penalty: 5081.317383
	Iteration 27Q: 3 clusters Score -3489392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3489406.250000 Penalty: 5081.317383
	Iteration 28Q: 3 clusters Score -3489406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3489416.750000 Penalty: 5081.317383
	Iteration 29Q: 3 clusters Score -3489417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3489430.500000 Penalty: 5081.317383
	Iteration 30Q: 3 clusters Score -3489430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3489441.000000 Penalty: 5081.317383
	Iteration 31Q: 3 clusters Score -3489441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3489445.750000 Penalty: 5081.317383
	Iteration 32Q: 3 clusters Score -3489446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3489454.000000 Penalty: 5081.317383
	Iteration 33Q: 3 clusters Score -3489454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3489456.000000 Penalty: 5081.317383
	Iteration 34Q: 3 clusters Score -3489456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3489454.750000 Penalty: 5081.317383
	Iteration 35Q: 3 clusters Score -3489455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3489455.750000 Penalty: 5081.317383
	Iteration 36Q: 3 clusters Score -3489456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3489457.000000 Penalty: 5081.317383
	Iteration 37Q: 3 clusters Score -3489457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3489461.500000 Penalty: 5081.317383
	Iteration 38Q: 3 clusters Score -3489462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3489461.750000 Penalty: 5081.317383
	Iteration 39Q: 3 clusters Score -3489462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3489462.250000 Penalty: 5081.317383
	Iteration 40F: 3 clusters Score -3489462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3489462.250000 Penalty: 5081.317383
	Iteration 41Q: 3 clusters Score -3489462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3489471.750000 Penalty: 5081.317383
	Iteration 42Q: 3 clusters Score -3489472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -3489474.750000 Penalty: 5081.317383
	Iteration 43Q: 3 clusters Score -3489475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3489475.000000 Penalty: 5081.317383
	Iteration 44Q: 3 clusters Score -3489475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3489473.250000 Penalty: 5081.317383
	Iteration 45Q: 3 clusters Score -3489473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3489474.500000 Penalty: 5081.317383
	Iteration 46Q: 3 clusters Score -3489474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3489474.750000 Penalty: 5081.317383
	Iteration 47Q: 3 clusters Score -3489475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3489475.250000 Penalty: 5081.317383
	Iteration 48Q: 3 clusters Score -3489475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3489475.250000 Penalty: 5081.317383
	Iteration 49F: 3 clusters Score -3489475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -585885.562500 Penalty: 2100.220947
	Iteration 0F: 2 clusters Score -585885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -581508.687500 Penalty: 4200.441895
	Iteration 0F: 3 clusters Score -581508.7 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -582598.687500 Penalty: 4200.441895
	Iteration 1F: 3 clusters Score -582598.7 nChanged 398
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: -582856.750000 Penalty: 4200.441895
	Iteration 2F: 3 clusters Score -582856.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -583016.312500 Penalty: 4200.441895
	Iteration 3F: 3 clusters Score -583016.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -583133.500000 Penalty: 4200.441895
	Iteration 4Q: 3 clusters Score -583133.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -583242.750000 Penalty: 4200.441895
	Iteration 5Q: 3 clusters Score -583242.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -583328.625000 Penalty: 4200.441895
	Iteration 6Q: 3 clusters Score -583328.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -583398.312500 Penalty: 4200.441895
	Iteration 7Q: 3 clusters Score -583398.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -583459.875000 Penalty: 4200.441895
	Iteration 8Q: 3 clusters Score -583459.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -583509.750000 Penalty: 4200.441895
	Iteration 9Q: 3 clusters Score -583509.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -583564.625000 Penalty: 4200.441895
	Iteration 10Q: 3 clusters Score -583564.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -583622.875000 Penalty: 4200.441895
	Iteration 11Q: 3 clusters Score -583622.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -583662.250000 Penalty: 4200.441895
	Iteration 12Q: 3 clusters Score -583662.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -583694.500000 Penalty: 4200.441895
	Iteration 13Q: 3 clusters Score -583694.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -583727.500000 Penalty: 4200.441895
	Iteration 14Q: 3 clusters Score -583727.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -583764.312500 Penalty: 4200.441895
	Iteration 15Q: 3 clusters Score -583764.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -583804.250000 Penalty: 4200.441895
	Iteration 16Q: 3 clusters Score -583804.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -583855.312500 Penalty: 4200.441895
	Iteration 17Q: 3 clusters Score -583855.3 nChanged 92
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: -583923.562500 Penalty: 4200.441895
	Iteration 18Q: 3 clusters Score -583923.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -583982.875000 Penalty: 4200.441895
	Iteration 19Q: 3 clusters Score -583982.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -584044.625000 Penalty: 4200.441895
	Iteration 20F: 3 clusters Score -584044.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -584106.562500 Penalty: 4200.441895
	Iteration 21Q: 3 clusters Score -584106.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -584155.250000 Penalty: 4200.441895
	Iteration 22Q: 3 clusters Score -584155.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -584189.875000 Penalty: 4200.441895
	Iteration 23Q: 3 clusters Score -584189.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -584212.000000 Penalty: 4200.441895
	Iteration 24Q: 3 clusters Score -584212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -584226.812500 Penalty: 4200.441895
	Iteration 25Q: 3 clusters Score -584226.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -584239.937500 Penalty: 4200.441895
	Iteration 26Q: 3 clusters Score -584239.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -584249.562500 Penalty: 4200.441895
	Iteration 27Q: 3 clusters Score -584249.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -584255.062500 Penalty: 4200.441895
	Iteration 28Q: 3 clusters Score -584255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -584258.625000 Penalty: 4200.441895
	Iteration 29Q: 3 clusters Score -584258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -584258.812500 Penalty: 4200.441895
	Iteration 30Q: 3 clusters Score -584258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -584261.000000 Penalty: 4200.441895
	Iteration 31Q: 3 clusters Score -584261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -584265.625000 Penalty: 4200.441895
	Iteration 32Q: 3 clusters Score -584265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -584267.562500 Penalty: 4200.441895
	Iteration 33Q: 3 clusters Score -584267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -584267.875000 Penalty: 4200.441895
	Iteration 34Q: 3 clusters Score -584267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -584269.625000 Penalty: 4200.441895
	Iteration 35Q: 3 clusters Score -584269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -584271.375000 Penalty: 4200.441895
	Iteration 36Q: 3 clusters Score -584271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -584271.562500 Penalty: 4200.441895
	Iteration 37Q: 3 clusters Score -584271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -584272.000000 Penalty: 4200.441895
	Iteration 38Q: 3 clusters Score -584272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -584272.937500 Penalty: 4200.441895
	Iteration 39Q: 3 clusters Score -584272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -584274.625000 Penalty: 4200.441895
	Iteration 40F: 3 clusters Score -584274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -584275.562500 Penalty: 4200.441895
	Iteration 41Q: 3 clusters Score -584275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -584275.562500 Penalty: 4200.441895
	Iteration 42F: 3 clusters Score -584275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (53610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Entering Unmasked Estep 
Score: -6612569.500000 Penalty: 2700.593750
	Iteration 0F: 2 clusters Score -6612570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -6576677.500000 Penalty: 5401.187500
	Iteration 0F: 3 clusters Score -6576678 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -6590148.000000 Penalty: 5401.187500
	Iteration 1F: 3 clusters Score -6590148 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -6590837.500000 Penalty: 5401.187500
	Iteration 2Q: 3 clusters Score -6590838 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -6591727.000000 Penalty: 5401.187500
	Iteration 3Q: 3 clusters Score -6591727 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -6592989.500000 Penalty: 5401.187500
	Iteration 4F: 3 clusters Score -6592990 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6595265.000000 Penalty: 5401.187500
	Iteration 5F: 3 clusters Score -6595265 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -6598925.000000 Penalty: 5401.187500
	Iteration 6F: 3 clusters Score -6598925 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6603628.000000 Penalty: 5401.187500
	Iteration 7F: 3 clusters Score -6603628 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6607431.000000 Penalty: 5401.187500
	Iteration 8F: 3 clusters Score -6607431 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6609256.000000 Penalty: 5401.187500
	Iteration 9Q: 3 clusters Score -6609256 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6609852.000000 Penalty: 5401.187500
	Iteration 10Q: 3 clusters Score -6609852 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6610065.500000 Penalty: 5401.187500
	Iteration 11Q: 3 clusters Score -6610066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6610144.500000 Penalty: 5401.187500
	Iteration 12Q: 3 clusters Score -6610144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6610201.500000 Penalty: 5401.187500
	Iteration 13Q: 3 clusters Score -6610202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6610223.000000 Penalty: 5401.187500
	Iteration 14Q: 3 clusters Score -6610223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6610249.000000 Penalty: 5401.187500
	Iteration 15Q: 3 clusters Score -6610249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6610274.500000 Penalty: 5401.187500
	Iteration 16Q: 3 clusters Score -6610274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6610282.000000 Penalty: 5401.187500
	Iteration 17Q: 3 clusters Score -6610282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6610294.000000 Penalty: 5401.187500
	Iteration 18Q: 3 clusters Score -6610294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6610291.500000 Penalty: 5401.187500
	Iteration 19Q: 3 clusters Score -6610292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6610295.500000 Penalty: 5401.187500
	Iteration 20F: 3 clusters Score -6610296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (108808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Entering Unmasked Estep 
Score: -13636494.000000 Penalty: 2876.140381
	Iteration 0F: 2 clusters Score -1.363649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -13563639.000000 Penalty: 5752.280762
	Iteration 0F: 3 clusters Score -1.356364e+07 nChanged 51699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -13593519.000000 Penalty: 5752.280762
	Iteration 1F: 3 clusters Score -1.359352e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -13594863.000000 Penalty: 5752.280762
	Iteration 2Q: 3 clusters Score -1.359486e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -13596642.000000 Penalty: 5752.280762
	Iteration 3Q: 3 clusters Score -1.359664e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -13599259.000000 Penalty: 5752.280762
	Iteration 4F: 3 clusters Score -1.359926e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -13603331.000000 Penalty: 5752.280762
	Iteration 5F: 3 clusters Score -1.360333e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -13608590.000000 Penalty: 5752.280762
	Iteration 6F: 3 clusters Score -1.360859e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -13615022.000000 Penalty: 5752.280762
	Iteration 7F: 3 clusters Score -1.361502e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -13621528.000000 Penalty: 5752.280762
	Iteration 8F: 3 clusters Score -1.362153e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -13626776.000000 Penalty: 5752.280762
	Iteration 9F: 3 clusters Score -1.362678e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -13630141.000000 Penalty: 5752.280762
	Iteration 10Q: 3 clusters Score -1.363014e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -13631919.000000 Penalty: 5752.280762
	Iteration 11Q: 3 clusters Score -1.363192e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13632760.000000 Penalty: 5752.280762
	Iteration 12Q: 3 clusters Score -1.363276e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13633208.000000 Penalty: 5752.280762
	Iteration 13Q: 3 clusters Score -1.363321e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13633503.000000 Penalty: 5752.280762
	Iteration 14Q: 3 clusters Score -1.36335e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13633654.000000 Penalty: 5752.280762
	Iteration 15Q: 3 clusters Score -1.363365e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13633806.000000 Penalty: 5752.280762
	Iteration 16Q: 3 clusters Score -1.363381e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13633901.000000 Penalty: 5752.280762
	Iteration 17Q: 3 clusters Score -1.36339e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -13633965.000000 Penalty: 5752.280762
	Iteration 18Q: 3 clusters Score -1.363396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13634004.000000 Penalty: 5752.280762
	Iteration 19Q: 3 clusters Score -1.3634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13634011.000000 Penalty: 5752.280762
	Iteration 20F: 3 clusters Score -1.363401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13634036.000000 Penalty: 5752.280762
	Iteration 21Q: 3 clusters Score -1.363404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13634044.000000 Penalty: 5752.280762
	Iteration 22Q: 3 clusters Score -1.363404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13634056.000000 Penalty: 5752.280762
	Iteration 23Q: 3 clusters Score -1.363406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -13634069.000000 Penalty: 5752.280762
	Iteration 24Q: 3 clusters Score -1.363407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13634070.000000 Penalty: 5752.280762
	Iteration 25Q: 3 clusters Score -1.363407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13634073.000000 Penalty: 5752.280762
	Iteration 26Q: 3 clusters Score -1.363407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13634056.000000 Penalty: 5752.280762
	Iteration 27Q: 3 clusters Score -1.363406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13634065.000000 Penalty: 5752.280762
	Iteration 28Q: 3 clusters Score -1.363406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13634063.000000 Penalty: 5752.280762
	Iteration 29Q: 3 clusters Score -1.363406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13634076.000000 Penalty: 5752.280762
	Iteration 30Q: 3 clusters Score -1.363408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13634063.000000 Penalty: 5752.280762
	Iteration 31Q: 3 clusters Score -1.363406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13634056.000000 Penalty: 5752.280762
	Iteration 32Q: 3 clusters Score -1.363406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13634066.000000 Penalty: 5752.280762
	Iteration 33Q: 3 clusters Score -1.363407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13634059.000000 Penalty: 5752.280762
	Iteration 34Q: 3 clusters Score -1.363406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13634068.000000 Penalty: 5752.280762
	Iteration 35Q: 3 clusters Score -1.363407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13634059.000000 Penalty: 5752.280762
	Iteration 36Q: 3 clusters Score -1.363406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13634059.000000 Penalty: 5752.280762
	Iteration 37Q: 3 clusters Score -1.363406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13634062.000000 Penalty: 5752.280762
	Iteration 38Q: 3 clusters Score -1.363406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13634062.000000 Penalty: 5752.280762
	Iteration 39F: 3 clusters Score -1.363406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134733.343750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134733.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135156.062500 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135156.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135403.031250 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135548.109375 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -135548.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -135651.640625 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -135651.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135699.265625 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -135699.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135762.140625 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -135762.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135824.906250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -135824.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135886.171875 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -135886.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135941.390625 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -135941.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135989.515625 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -135989.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136061.250000 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136061.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -136106.750000 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -136161.453125 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136161.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136201.375000 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136239.328125 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -136239.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -136270.562500 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -136270.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136309.015625 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -136309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136349.468750 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -136349.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136390.796875 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -136390.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136449.718750 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -136449.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136527.984375 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -136528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136576.812500 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -136576.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136612.078125 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -136612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136622.703125 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -136622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136628.625000 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -136628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136634.718750 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -136634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136641.921875 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -136641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136641.921875 Penalty: 3516.678223
	Iteration 28F: 3 clusters Score -136641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -48430.753906 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -48430.75 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 224 members 
Entering Unmasked Estep 
Score: -47048.480469 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -47048.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47217.117188 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -47217.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47271.730469 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -47271.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47289.328125 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -47289.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47294.488281 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -47294.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47298.683594 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -47298.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47302.105469 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -47302.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47302.105469 Penalty: 3008.789795
	Iteration 7F: 3 clusters Score -47302.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -914871.687500 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -914871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -908306.312500 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -908306.3 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -910645.437500 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -910645.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -911237.375000 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -911237.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -911711.062500 Penalty: 4472.491211
	Iteration 3F: 3 clusters Score -911711.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -912097.187500 Penalty: 4472.491211
	Iteration 4F: 3 clusters Score -912097.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -912371.937500 Penalty: 4472.491211
	Iteration 5F: 3 clusters Score -912371.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -912563.187500 Penalty: 4472.491211
	Iteration 6Q: 3 clusters Score -912563.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -912711.750000 Penalty: 4472.491211
	Iteration 7Q: 3 clusters Score -912711.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -912825.125000 Penalty: 4472.491211
	Iteration 8Q: 3 clusters Score -912825.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -912930.250000 Penalty: 4472.491211
	Iteration 9Q: 3 clusters Score -912930.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -913036.312500 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -913036.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -913165.187500 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -913165.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -913301.125000 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -913301.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -913437.062500 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -913437.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -913560.625000 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -913560.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -913684.812500 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -913684.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -913784.375000 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -913784.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -913868.500000 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -913868.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -913939.000000 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -913939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -913995.437500 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -913995.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -914041.000000 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -914041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -914071.250000 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -914071.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -914094.312500 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -914094.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -914111.062500 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -914111.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -914125.250000 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -914125.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -914136.500000 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -914136.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -914142.687500 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -914142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -914153.812500 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -914153.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -914160.687500 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -914160.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -914165.125000 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -914165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -914169.812500 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -914169.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -914173.875000 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -914173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -914178.000000 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -914178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -914180.375000 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -914180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -914184.375000 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -914184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -914184.937500 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -914184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -914186.187500 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -914186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -914185.000000 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -914185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -914186.187500 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -914186.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -914190.312500 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -914190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -914196.000000 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -914196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -914199.500000 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -914199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -914200.562500 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -914200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -914205.125000 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -914205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -914208.562500 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -914208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -914211.375000 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -914211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -914212.500000 Penalty: 4472.491211
	Iteration 46Q: 3 clusters Score -914212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -914214.312500 Penalty: 4472.491211
	Iteration 47Q: 3 clusters Score -914214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -914217.000000 Penalty: 4472.491211
	Iteration 48Q: 3 clusters Score -914217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -914215.312500 Penalty: 4472.491211
	Iteration 49Q: 3 clusters Score -914215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -914216.125000 Penalty: 4472.491211
	Iteration 50Q: 3 clusters Score -914216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -914217.812500 Penalty: 4472.491211
	Iteration 51Q: 3 clusters Score -914217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -914217.375000 Penalty: 4472.491211
	Iteration 52Q: 3 clusters Score -914217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -914217.375000 Penalty: 4472.491211
	Iteration 53Q: 3 clusters Score -914217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -914217.375000 Penalty: 4472.491211
	Iteration 54F: 3 clusters Score -914217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -1790336.625000 Penalty: 2368.811035
	Iteration 0F: 2 clusters Score -1790337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1780175.500000 Penalty: 4737.622070
	Iteration 0F: 3 clusters Score -1780176 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1783308.250000 Penalty: 4737.622070
	Iteration 1F: 3 clusters Score -1783308 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1783617.000000 Penalty: 4737.622070
	Iteration 2F: 3 clusters Score -1783617 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1783862.250000 Penalty: 4737.622070
	Iteration 3Q: 3 clusters Score -1783862 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1784125.875000 Penalty: 4737.622070
	Iteration 4Q: 3 clusters Score -1784126 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1784510.625000 Penalty: 4737.622070
	Iteration 5Q: 3 clusters Score -1784511 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1785074.875000 Penalty: 4737.622070
	Iteration 6Q: 3 clusters Score -1785075 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1785735.875000 Penalty: 4737.622070
	Iteration 7F: 3 clusters Score -1785736 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1786428.875000 Penalty: 4737.622070
	Iteration 8F: 3 clusters Score -1786429 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1787089.250000 Penalty: 4737.622070
	Iteration 9F: 3 clusters Score -1787089 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1787715.125000 Penalty: 4737.622070
	Iteration 10F: 3 clusters Score -1787715 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1788218.000000 Penalty: 4737.622070
	Iteration 11F: 3 clusters Score -1788218 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1788604.000000 Penalty: 4737.622070
	Iteration 12Q: 3 clusters Score -1788604 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1788887.750000 Penalty: 4737.622070
	Iteration 13Q: 3 clusters Score -1788888 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1789131.000000 Penalty: 4737.622070
	Iteration 14Q: 3 clusters Score -1789131 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1789305.625000 Penalty: 4737.622070
	Iteration 15Q: 3 clusters Score -1789306 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1789441.625000 Penalty: 4737.622070
	Iteration 16Q: 3 clusters Score -1789442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1789547.625000 Penalty: 4737.622070
	Iteration 17Q: 3 clusters Score -1789548 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1789625.500000 Penalty: 4737.622070
	Iteration 18Q: 3 clusters Score -1789626 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1789710.500000 Penalty: 4737.622070
	Iteration 19Q: 3 clusters Score -1789710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1789785.500000 Penalty: 4737.622070
	Iteration 20F: 3 clusters Score -1789786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1789831.500000 Penalty: 4737.622070
	Iteration 21Q: 3 clusters Score -1789832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1789863.875000 Penalty: 4737.622070
	Iteration 22Q: 3 clusters Score -1789864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1789891.875000 Penalty: 4737.622070
	Iteration 23Q: 3 clusters Score -1789892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1789909.125000 Penalty: 4737.622070
	Iteration 24Q: 3 clusters Score -1789909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1789919.625000 Penalty: 4737.622070
	Iteration 25Q: 3 clusters Score -1789920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1789921.125000 Penalty: 4737.622070
	Iteration 26Q: 3 clusters Score -1789921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1789925.375000 Penalty: 4737.622070
	Iteration 27Q: 3 clusters Score -1789925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1789928.750000 Penalty: 4737.622070
	Iteration 28Q: 3 clusters Score -1789929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1789928.375000 Penalty: 4737.622070
	Iteration 29Q: 3 clusters Score -1789928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1789931.875000 Penalty: 4737.622070
	Iteration 30Q: 3 clusters Score -1789932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1789934.250000 Penalty: 4737.622070
	Iteration 31Q: 3 clusters Score -1789934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1789939.750000 Penalty: 4737.622070
	Iteration 32Q: 3 clusters Score -1789940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1789941.500000 Penalty: 4737.622070
	Iteration 33Q: 3 clusters Score -1789942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1789943.625000 Penalty: 4737.622070
	Iteration 34Q: 3 clusters Score -1789944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1789950.375000 Penalty: 4737.622070
	Iteration 35Q: 3 clusters Score -1789950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1789950.625000 Penalty: 4737.622070
	Iteration 36Q: 3 clusters Score -1789951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1789951.000000 Penalty: 4737.622070
	Iteration 37Q: 3 clusters Score -1789951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1789953.500000 Penalty: 4737.622070
	Iteration 38Q: 3 clusters Score -1789954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1789955.375000 Penalty: 4737.622070
	Iteration 39Q: 3 clusters Score -1789955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1789958.750000 Penalty: 4737.622070
	Iteration 40F: 3 clusters Score -1789959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1789957.625000 Penalty: 4737.622070
	Iteration 41Q: 3 clusters Score -1789958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1789961.000000 Penalty: 4737.622070
	Iteration 42Q: 3 clusters Score -1789961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1789960.375000 Penalty: 4737.622070
	Iteration 43Q: 3 clusters Score -1789960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1789960.750000 Penalty: 4737.622070
	Iteration 44Q: 3 clusters Score -1789961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1789962.000000 Penalty: 4737.622070
	Iteration 45Q: 3 clusters Score -1789962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1789964.000000 Penalty: 4737.622070
	Iteration 46Q: 3 clusters Score -1789964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1789964.125000 Penalty: 4737.622070
	Iteration 47Q: 3 clusters Score -1789964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1789965.250000 Penalty: 4737.622070
	Iteration 48Q: 3 clusters Score -1789965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1789963.500000 Penalty: 4737.622070
	Iteration 49Q: 3 clusters Score -1789964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1789963.500000 Penalty: 4737.622070
	Iteration 50F: 3 clusters Score -1789964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75496.242188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75496.24 nChanged 179
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: -75836.140625 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75836.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76011.953125 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76011.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76089.835938 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -76089.84 nChanged 18
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: -76119.171875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -76119.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76141.234375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -76141.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76158.929688 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -76158.93 nChanged 8
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: -76177.382812 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -76177.38 nChanged 6
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: -76189.554688 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -76189.55 nChanged 5
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: -76196.601562 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -76196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76202.937500 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -76202.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76213.203125 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -76213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76219.960938 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -76219.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76222.695312 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -76222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76224.781250 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -76224.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76228.445312 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -76228.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76234.742188 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -76234.74 nChanged 3
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: -76239.492188 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -76239.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76254.679688 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -76254.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76265.851562 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -76265.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76273.820312 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -76273.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76287.117188 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -76287.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76303.257812 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -76303.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76328.992188 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -76328.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76367.546875 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -76367.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76397.039062 Penalty: 3284.877197
	Iteration 25Q: 3 clusters Score -76397.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76414.843750 Penalty: 3284.877197
	Iteration 26Q: 3 clusters Score -76414.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76432.960938 Penalty: 3284.877197
	Iteration 27Q: 3 clusters Score -76432.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76438.796875 Penalty: 3284.877197
	Iteration 28Q: 3 clusters Score -76438.8 nChanged 3
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: -76445.164062 Penalty: 3284.877197
	Iteration 29Q: 3 clusters Score -76445.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76460.953125 Penalty: 3284.877197
	Iteration 30Q: 3 clusters Score -76460.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76473.632812 Penalty: 3284.877197
	Iteration 31Q: 3 clusters Score -76473.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76485.554688 Penalty: 3284.877197
	Iteration 32Q: 3 clusters Score -76485.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76487.296875 Penalty: 3284.877197
	Iteration 33Q: 3 clusters Score -76487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76487.296875 Penalty: 3284.877197
	Iteration 34F: 3 clusters Score -76487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31049.828125 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -31049.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31246.908203 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31246.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31339.490234 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -31339.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31368.962891 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31368.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31385.062500 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31385.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31389.585938 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31389.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31392.488281 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -31392.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31393.906250 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -31393.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31403.792969 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -31403.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31413.910156 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -31413.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31413.910156 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -31413.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34651.812500 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34651.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35172.691406 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -35172.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35772.648438 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -35772.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36084.246094 Penalty: 2956.658691
	Iteration 3F: 3 clusters Score -36084.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36233.757812 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -36233.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36348.109375 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -36348.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36403.988281 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -36403.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36451.253906 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -36451.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36476.667969 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -36476.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36480.492188 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -36480.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36480.492188 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -36480.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162576 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58797 members 
Mstep: Class 13 contains 353624 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37952 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53610 members 
Mstep: Class 37 contains 108808 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14068 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 92 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 296 members 
Entering Unmasked Estep 
Score: -142011280.000000 Penalty: 169800.968750
Splitting cluster 44 changes total score from -142012752.000000 to -142011280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -711472.937500 Penalty: 2153.857422
	Iteration 0F: 2 clusters Score -711472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -706386.937500 Penalty: 4307.714844
	Iteration 0F: 3 clusters Score -706386.9 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -707671.562500 Penalty: 4307.714844
	Iteration 1F: 3 clusters Score -707671.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -707888.000000 Penalty: 4307.714844
	Iteration 2F: 3 clusters Score -707888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -708060.437500 Penalty: 4307.714844
	Iteration 3F: 3 clusters Score -708060.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -708204.375000 Penalty: 4307.714844
	Iteration 4Q: 3 clusters Score -708204.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -708333.812500 Penalty: 4307.714844
	Iteration 5Q: 3 clusters Score -708333.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -708447.562500 Penalty: 4307.714844
	Iteration 6Q: 3 clusters Score -708447.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -708541.562500 Penalty: 4307.714844
	Iteration 7Q: 3 clusters Score -708541.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -708631.625000 Penalty: 4307.714844
	Iteration 8Q: 3 clusters Score -708631.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -708730.562500 Penalty: 4307.714844
	Iteration 9Q: 3 clusters Score -708730.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -708821.125000 Penalty: 4307.714844
	Iteration 10Q: 3 clusters Score -708821.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -708902.687500 Penalty: 4307.714844
	Iteration 11Q: 3 clusters Score -708902.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -708980.250000 Penalty: 4307.714844
	Iteration 12Q: 3 clusters Score -708980.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -709059.375000 Penalty: 4307.714844
	Iteration 13Q: 3 clusters Score -709059.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -709146.500000 Penalty: 4307.714844
	Iteration 14Q: 3 clusters Score -709146.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -709221.125000 Penalty: 4307.714844
	Iteration 15Q: 3 clusters Score -709221.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -709284.375000 Penalty: 4307.714844
	Iteration 16Q: 3 clusters Score -709284.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -709351.875000 Penalty: 4307.714844
	Iteration 17Q: 3 clusters Score -709351.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -709438.812500 Penalty: 4307.714844
	Iteration 18Q: 3 clusters Score -709438.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -709527.062500 Penalty: 4307.714844
	Iteration 19Q: 3 clusters Score -709527.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -709602.062500 Penalty: 4307.714844
	Iteration 20F: 3 clusters Score -709602.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -709682.062500 Penalty: 4307.714844
	Iteration 21Q: 3 clusters Score -709682.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -709777.187500 Penalty: 4307.714844
	Iteration 22Q: 3 clusters Score -709777.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -709887.062500 Penalty: 4307.714844
	Iteration 23Q: 3 clusters Score -709887.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -710013.937500 Penalty: 4307.714844
	Iteration 24Q: 3 clusters Score -710013.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -710091.250000 Penalty: 4307.714844
	Iteration 25Q: 3 clusters Score -710091.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -710144.500000 Penalty: 4307.714844
	Iteration 26Q: 3 clusters Score -710144.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -710174.312500 Penalty: 4307.714844
	Iteration 27Q: 3 clusters Score -710174.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -710200.125000 Penalty: 4307.714844
	Iteration 28Q: 3 clusters Score -710200.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -710220.500000 Penalty: 4307.714844
	Iteration 29Q: 3 clusters Score -710220.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -710233.375000 Penalty: 4307.714844
	Iteration 30Q: 3 clusters Score -710233.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -710241.437500 Penalty: 4307.714844
	Iteration 31Q: 3 clusters Score -710241.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -710249.125000 Penalty: 4307.714844
	Iteration 32Q: 3 clusters Score -710249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -710255.000000 Penalty: 4307.714844
	Iteration 33Q: 3 clusters Score -710255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -710258.687500 Penalty: 4307.714844
	Iteration 34Q: 3 clusters Score -710258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -710261.437500 Penalty: 4307.714844
	Iteration 35Q: 3 clusters Score -710261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -710262.750000 Penalty: 4307.714844
	Iteration 36Q: 3 clusters Score -710262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710264.437500 Penalty: 4307.714844
	Iteration 37Q: 3 clusters Score -710264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -710264.875000 Penalty: 4307.714844
	Iteration 38Q: 3 clusters Score -710264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -710268.375000 Penalty: 4307.714844
	Iteration 39Q: 3 clusters Score -710268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -710268.500000 Penalty: 4307.714844
	Iteration 40F: 3 clusters Score -710268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -710269.875000 Penalty: 4307.714844
	Iteration 41Q: 3 clusters Score -710269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -710269.875000 Penalty: 4307.714844
	Iteration 42F: 3 clusters Score -710269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -288085.687500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -288085.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -285250.750000 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -285250.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -285781.500000 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -285781.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -285928.906250 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -285928.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -286000.031250 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -286000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -286035.906250 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -286035.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -286063.218750 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -286063.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -286083.125000 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -286083.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286096.812500 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -286096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286104.156250 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -286104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286111.656250 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -286111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286113.625000 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -286113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286115.781250 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -286115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286118.125000 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -286118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286118.125000 Penalty: 3841.091797
	Iteration 13F: 3 clusters Score -286118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Entering Unmasked Estep 
Score: -2626051.750000 Penalty: 2469.812744
	Iteration 0F: 2 clusters Score -2626052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2611225.000000 Penalty: 4939.625488
	Iteration 0F: 3 clusters Score -2611225 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2616201.500000 Penalty: 4939.625488
	Iteration 1F: 3 clusters Score -2616202 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2616583.250000 Penalty: 4939.625488
	Iteration 2F: 3 clusters Score -2616583 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2616913.500000 Penalty: 4939.625488
	Iteration 3Q: 3 clusters Score -2616914 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2617180.750000 Penalty: 4939.625488
	Iteration 4Q: 3 clusters Score -2617181 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2617404.250000 Penalty: 4939.625488
	Iteration 5Q: 3 clusters Score -2617404 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2617586.500000 Penalty: 4939.625488
	Iteration 6Q: 3 clusters Score -2617586 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2617772.000000 Penalty: 4939.625488
	Iteration 7Q: 3 clusters Score -2617772 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2617959.250000 Penalty: 4939.625488
	Iteration 8Q: 3 clusters Score -2617959 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2618176.500000 Penalty: 4939.625488
	Iteration 9Q: 3 clusters Score -2618176 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2618488.000000 Penalty: 4939.625488
	Iteration 10Q: 3 clusters Score -2618488 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2618897.750000 Penalty: 4939.625488
	Iteration 11Q: 3 clusters Score -2618898 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2619396.750000 Penalty: 4939.625488
	Iteration 12Q: 3 clusters Score -2619397 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2619985.750000 Penalty: 4939.625488
	Iteration 13Q: 3 clusters Score -2619986 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2620576.500000 Penalty: 4939.625488
	Iteration 14Q: 3 clusters Score -2620576 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2621140.250000 Penalty: 4939.625488
	Iteration 15Q: 3 clusters Score -2621140 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2621695.750000 Penalty: 4939.625488
	Iteration 16Q: 3 clusters Score -2621696 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2622209.750000 Penalty: 4939.625488
	Iteration 17Q: 3 clusters Score -2622210 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2622637.750000 Penalty: 4939.625488
	Iteration 18Q: 3 clusters Score -2622638 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2622970.500000 Penalty: 4939.625488
	Iteration 19Q: 3 clusters Score -2622970 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2623221.250000 Penalty: 4939.625488
	Iteration 20F: 3 clusters Score -2623221 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2623400.500000 Penalty: 4939.625488
	Iteration 21Q: 3 clusters Score -2623400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2623540.250000 Penalty: 4939.625488
	Iteration 22Q: 3 clusters Score -2623540 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2623645.250000 Penalty: 4939.625488
	Iteration 23Q: 3 clusters Score -2623645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2623725.000000 Penalty: 4939.625488
	Iteration 24Q: 3 clusters Score -2623725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2623776.250000 Penalty: 4939.625488
	Iteration 25Q: 3 clusters Score -2623776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2623817.500000 Penalty: 4939.625488
	Iteration 26Q: 3 clusters Score -2623818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2623851.250000 Penalty: 4939.625488
	Iteration 27Q: 3 clusters Score -2623851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2623879.250000 Penalty: 4939.625488
	Iteration 28Q: 3 clusters Score -2623879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2623893.500000 Penalty: 4939.625488
	Iteration 29Q: 3 clusters Score -2623894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2623903.250000 Penalty: 4939.625488
	Iteration 30Q: 3 clusters Score -2623903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2623912.000000 Penalty: 4939.625488
	Iteration 31Q: 3 clusters Score -2623912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2623925.500000 Penalty: 4939.625488
	Iteration 32Q: 3 clusters Score -2623926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2623927.250000 Penalty: 4939.625488
	Iteration 33Q: 3 clusters Score -2623927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2623932.250000 Penalty: 4939.625488
	Iteration 34Q: 3 clusters Score -2623932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2623936.500000 Penalty: 4939.625488
	Iteration 35Q: 3 clusters Score -2623936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2623943.250000 Penalty: 4939.625488
	Iteration 36Q: 3 clusters Score -2623943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2623953.750000 Penalty: 4939.625488
	Iteration 37Q: 3 clusters Score -2623954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2623957.500000 Penalty: 4939.625488
	Iteration 38Q: 3 clusters Score -2623958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2623962.250000 Penalty: 4939.625488
	Iteration 39Q: 3 clusters Score -2623962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2623967.250000 Penalty: 4939.625488
	Iteration 40F: 3 clusters Score -2623967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2623970.750000 Penalty: 4939.625488
	Iteration 41Q: 3 clusters Score -2623971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2623972.000000 Penalty: 4939.625488
	Iteration 42Q: 3 clusters Score -2623972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2623972.000000 Penalty: 4939.625488
	Iteration 43F: 3 clusters Score -2623972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -196434.718750 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -196434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194006.984375 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -194007 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194469.171875 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -194469.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194582.031250 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -194582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194651.343750 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -194651.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -194730.578125 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -194730.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194793.093750 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -194793.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194843.218750 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -194843.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194874.375000 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -194874.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194905.375000 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -194905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194941.234375 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -194941.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194968.531250 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -194968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194998.953125 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -194999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -195014.656250 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -195014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -195026.484375 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -195026.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -195042.515625 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -195042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195056.062500 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -195056.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -195065.546875 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -195065.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -195072.546875 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -195072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -195076.687500 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -195076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195081.468750 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -195081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195082.890625 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -195082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195083.437500 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -195083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195087.562500 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -195087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -195089.812500 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -195089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195093.406250 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -195093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195097.500000 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -195097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195099.406250 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -195099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -195102.437500 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -195102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195103.953125 Penalty: 3698.114990
	Iteration 28Q: 3 clusters Score -195104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195104.421875 Penalty: 3698.114990
	Iteration 29Q: 3 clusters Score -195104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195104.421875 Penalty: 3698.114990
	Iteration 30F: 3 clusters Score -195104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162576 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58797 members 
Mstep: Class 13 contains 353624 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37952 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53610 members 
Mstep: Class 37 contains 108808 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14068 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 359Q: 49 clusters Score -1.420127e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162577 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58797 members 
Mstep: Class 13 contains 353629 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53613 members 
Mstep: Class 37 contains 108801 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14066 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012736.000000 Penalty: 166335.640625
Iteration 360F: 49 clusters Score -1.420127e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162575 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58796 members 
Mstep: Class 13 contains 353640 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4956 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53613 members 
Mstep: Class 37 contains 108793 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14063 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012768.000000 Penalty: 166335.640625
Iteration 361Q: 49 clusters Score -1.420128e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162573 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58791 members 
Mstep: Class 13 contains 353659 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53614 members 
Mstep: Class 37 contains 108786 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14058 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012736.000000 Penalty: 166335.640625
Iteration 362Q: 49 clusters Score -1.420127e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33052 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 162571 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58779 members 
Mstep: Class 13 contains 353677 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53617 members 
Mstep: Class 37 contains 108780 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14055 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012704.000000 Penalty: 166335.640625
Iteration 363Q: 49 clusters Score -1.420127e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33052 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162572 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58770 members 
Mstep: Class 13 contains 353683 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53621 members 
Mstep: Class 37 contains 108781 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14054 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21140 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012752.000000 Penalty: 166335.640625
Iteration 364Q: 49 clusters Score -1.420128e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162570 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 58762 members 
Mstep: Class 13 contains 353693 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6219 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53627 members 
Mstep: Class 37 contains 108780 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14053 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21139 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012848.000000 Penalty: 166335.640625
Iteration 365Q: 49 clusters Score -1.420128e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39720 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162570 members 
Mstep: Class 11 contains 17268 members 
Mstep: Class 12 contains 58756 members 
Mstep: Class 13 contains 353696 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53633 members 
Mstep: Class 37 contains 108779 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14053 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21139 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012880.000000 Penalty: 166335.640625
Iteration 366Q: 49 clusters Score -1.420129e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162569 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 58752 members 
Mstep: Class 13 contains 353707 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53634 members 
Mstep: Class 37 contains 108775 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14052 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21139 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012816.000000 Penalty: 166335.640625
Iteration 367Q: 49 clusters Score -1.420128e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33053 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162567 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 58745 members 
Mstep: Class 13 contains 353718 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53636 members 
Mstep: Class 37 contains 108773 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14052 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21136 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012816.000000 Penalty: 166335.640625
Iteration 368Q: 49 clusters Score -1.420128e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39719 members 
Mstep: Class 3 contains 33058 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162562 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 58737 members 
Mstep: Class 13 contains 353731 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12673 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53639 members 
Mstep: Class 37 contains 108766 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14052 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21134 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 369Q: 49 clusters Score -1.420127e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33056 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 162558 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 58732 members 
Mstep: Class 13 contains 353743 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12672 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53644 members 
Mstep: Class 37 contains 108763 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14050 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21135 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012768.000000 Penalty: 166335.640625
Iteration 370Q: 49 clusters Score -1.420128e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33056 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24208 members 
Mstep: Class 10 contains 162555 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 58728 members 
Mstep: Class 13 contains 353753 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2611 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12672 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53647 members 
Mstep: Class 37 contains 108763 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14050 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21135 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012736.000000 Penalty: 166335.640625
Iteration 371Q: 49 clusters Score -1.420127e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33057 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162555 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 353762 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12671 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28129 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53648 members 
Mstep: Class 37 contains 108762 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21135 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012768.000000 Penalty: 166335.640625
Iteration 372Q: 49 clusters Score -1.420128e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33054 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162552 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 58718 members 
Mstep: Class 13 contains 353774 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28128 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53647 members 
Mstep: Class 37 contains 108765 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14050 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5913 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21135 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012720.000000 Penalty: 166335.640625
Iteration 373Q: 49 clusters Score -1.420127e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39718 members 
Mstep: Class 3 contains 33056 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12927 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162551 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 58712 members 
Mstep: Class 13 contains 353780 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53649 members 
Mstep: Class 37 contains 108764 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14050 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21134 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012752.000000 Penalty: 166335.640625
Iteration 374Q: 49 clusters Score -1.420128e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33057 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162552 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58705 members 
Mstep: Class 13 contains 353791 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37948 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51491 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 53650 members 
Mstep: Class 37 contains 108762 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012752.000000 Penalty: 166335.640625
Iteration 375Q: 49 clusters Score -1.420128e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33059 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162550 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58699 members 
Mstep: Class 13 contains 353800 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51492 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53651 members 
Mstep: Class 37 contains 108760 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21131 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012656.000000 Penalty: 166335.640625
Iteration 376Q: 49 clusters Score -1.420127e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33060 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162549 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58694 members 
Mstep: Class 13 contains 353805 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16376 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53653 members 
Mstep: Class 37 contains 108758 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21131 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012672.000000 Penalty: 166335.640625
Iteration 377Q: 49 clusters Score -1.420127e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24206 members 
Mstep: Class 10 contains 162548 members 
Mstep: Class 11 contains 17261 members 
Mstep: Class 12 contains 58686 members 
Mstep: Class 13 contains 353811 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53655 members 
Mstep: Class 37 contains 108757 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21131 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012624.000000 Penalty: 166335.640625
Iteration 378Q: 49 clusters Score -1.420126e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39721 members 
Mstep: Class 3 contains 33064 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162549 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58680 members 
Mstep: Class 13 contains 353810 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108757 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21131 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012688.000000 Penalty: 166335.640625
Iteration 379Q: 49 clusters Score -1.420127e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39723 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162549 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58675 members 
Mstep: Class 13 contains 353812 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53657 members 
Mstep: Class 37 contains 108756 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21131 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012592.000000 Penalty: 166335.640625
Iteration 380F: 49 clusters Score -1.420126e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162550 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58671 members 
Mstep: Class 13 contains 353817 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12670 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53657 members 
Mstep: Class 37 contains 108754 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012608.000000 Penalty: 166335.640625
Iteration 381Q: 49 clusters Score -1.420126e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162550 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58670 members 
Mstep: Class 13 contains 353821 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53657 members 
Mstep: Class 37 contains 108753 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 382Q: 49 clusters Score -1.420125e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162548 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58662 members 
Mstep: Class 13 contains 353831 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53657 members 
Mstep: Class 37 contains 108753 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012576.000000 Penalty: 166335.640625
Iteration 383Q: 49 clusters Score -1.420126e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162547 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58658 members 
Mstep: Class 13 contains 353838 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108752 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012560.000000 Penalty: 166335.640625
Iteration 384Q: 49 clusters Score -1.420126e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162547 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353840 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51494 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108751 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012528.000000 Penalty: 166335.640625
Iteration 385Q: 49 clusters Score -1.420125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353844 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108748 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14048 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 386Q: 49 clusters Score -1.420125e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162545 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353846 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108748 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14047 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012576.000000 Penalty: 166335.640625
Iteration 387Q: 49 clusters Score -1.420126e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353852 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14044 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012576.000000 Penalty: 166335.640625
Iteration 388Q: 49 clusters Score -1.420126e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353855 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108743 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14043 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012528.000000 Penalty: 166335.640625
Iteration 389Q: 49 clusters Score -1.420125e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353856 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108743 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14042 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 390Q: 49 clusters Score -1.420125e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353855 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108743 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14043 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 391Q: 49 clusters Score -1.420125e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162546 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353854 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108743 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14044 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012544.000000 Penalty: 166335.640625
Iteration 392Q: 49 clusters Score -1.420125e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162545 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14044 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012576.000000 Penalty: 166335.640625
Iteration 393Q: 49 clusters Score -1.420126e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162543 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14046 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012592.000000 Penalty: 166335.640625
Iteration 394Q: 49 clusters Score -1.420126e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162543 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14046 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142012592.000000 Penalty: 166335.640625
Iteration 395F: 49 clusters Score -1.420126e+08 nChanged 0
Entering ConstructFrom: 
Score: -142012592.000000 Penalty: 166335.640625
Entering ConstructFrom: 
Trying to split cluster 1 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -888908.187500 Penalty: 2206.218262
	Iteration 0F: 2 clusters Score -888908.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -882906.187500 Penalty: 4412.436523
	Iteration 0F: 3 clusters Score -882906.2 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -884509.625000 Penalty: 4412.436523
	Iteration 1F: 3 clusters Score -884509.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -884973.875000 Penalty: 4412.436523
	Iteration 2F: 3 clusters Score -884973.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -885430.750000 Penalty: 4412.436523
	Iteration 3F: 3 clusters Score -885430.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -885837.500000 Penalty: 4412.436523
	Iteration 4F: 3 clusters Score -885837.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -886109.875000 Penalty: 4412.436523
	Iteration 5F: 3 clusters Score -886109.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -886305.937500 Penalty: 4412.436523
	Iteration 6Q: 3 clusters Score -886305.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -886473.625000 Penalty: 4412.436523
	Iteration 7Q: 3 clusters Score -886473.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -886633.312500 Penalty: 4412.436523
	Iteration 8Q: 3 clusters Score -886633.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -886796.125000 Penalty: 4412.436523
	Iteration 9Q: 3 clusters Score -886796.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -886926.000000 Penalty: 4412.436523
	Iteration 10Q: 3 clusters Score -886926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -887040.437500 Penalty: 4412.436523
	Iteration 11Q: 3 clusters Score -887040.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -887145.062500 Penalty: 4412.436523
	Iteration 12Q: 3 clusters Score -887145.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -887243.812500 Penalty: 4412.436523
	Iteration 13Q: 3 clusters Score -887243.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -887321.250000 Penalty: 4412.436523
	Iteration 14Q: 3 clusters Score -887321.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -887391.687500 Penalty: 4412.436523
	Iteration 15Q: 3 clusters Score -887391.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -887456.250000 Penalty: 4412.436523
	Iteration 16Q: 3 clusters Score -887456.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -887502.062500 Penalty: 4412.436523
	Iteration 17Q: 3 clusters Score -887502.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -887544.937500 Penalty: 4412.436523
	Iteration 18Q: 3 clusters Score -887544.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -887588.062500 Penalty: 4412.436523
	Iteration 19Q: 3 clusters Score -887588.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -887628.562500 Penalty: 4412.436523
	Iteration 20F: 3 clusters Score -887628.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -887661.062500 Penalty: 4412.436523
	Iteration 21Q: 3 clusters Score -887661.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -887683.562500 Penalty: 4412.436523
	Iteration 22Q: 3 clusters Score -887683.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -887704.125000 Penalty: 4412.436523
	Iteration 23Q: 3 clusters Score -887704.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -887725.187500 Penalty: 4412.436523
	Iteration 24Q: 3 clusters Score -887725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -887741.937500 Penalty: 4412.436523
	Iteration 25Q: 3 clusters Score -887741.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -887757.250000 Penalty: 4412.436523
	Iteration 26Q: 3 clusters Score -887757.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -887774.187500 Penalty: 4412.436523
	Iteration 27Q: 3 clusters Score -887774.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -887793.625000 Penalty: 4412.436523
	Iteration 28Q: 3 clusters Score -887793.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -887810.812500 Penalty: 4412.436523
	Iteration 29Q: 3 clusters Score -887810.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -887832.875000 Penalty: 4412.436523
	Iteration 30Q: 3 clusters Score -887832.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -887852.437500 Penalty: 4412.436523
	Iteration 31Q: 3 clusters Score -887852.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -887879.875000 Penalty: 4412.436523
	Iteration 32Q: 3 clusters Score -887879.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -887912.750000 Penalty: 4412.436523
	Iteration 33Q: 3 clusters Score -887912.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -887949.000000 Penalty: 4412.436523
	Iteration 34Q: 3 clusters Score -887949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -887990.875000 Penalty: 4412.436523
	Iteration 35Q: 3 clusters Score -887990.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -888066.750000 Penalty: 4412.436523
	Iteration 36Q: 3 clusters Score -888066.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -888195.375000 Penalty: 4412.436523
	Iteration 37Q: 3 clusters Score -888195.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -888297.375000 Penalty: 4412.436523
	Iteration 38Q: 3 clusters Score -888297.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -888357.625000 Penalty: 4412.436523
	Iteration 39Q: 3 clusters Score -888357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -888383.250000 Penalty: 4412.436523
	Iteration 40F: 3 clusters Score -888383.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -888391.500000 Penalty: 4412.436523
	Iteration 41Q: 3 clusters Score -888391.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -888393.875000 Penalty: 4412.436523
	Iteration 42Q: 3 clusters Score -888393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -888394.562500 Penalty: 4412.436523
	Iteration 43Q: 3 clusters Score -888394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -888397.437500 Penalty: 4412.436523
	Iteration 44Q: 3 clusters Score -888397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -888397.437500 Penalty: 4412.436523
	Iteration 45F: 3 clusters Score -888397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Entering Unmasked Estep 
Score: -4932055.500000 Penalty: 2626.248291
	Iteration 0F: 2 clusters Score -4932056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4905208.000000 Penalty: 5252.496582
	Iteration 0F: 3 clusters Score -4905208 nChanged 18135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4915188.000000 Penalty: 5252.496582
	Iteration 1F: 3 clusters Score -4915188 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -4915920.500000 Penalty: 5252.496582
	Iteration 2Q: 3 clusters Score -4915920 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4916962.000000 Penalty: 5252.496582
	Iteration 3F: 3 clusters Score -4916962 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4918429.000000 Penalty: 5252.496582
	Iteration 4F: 3 clusters Score -4918429 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4920365.000000 Penalty: 5252.496582
	Iteration 5F: 3 clusters Score -4920365 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4922539.500000 Penalty: 5252.496582
	Iteration 6F: 3 clusters Score -4922540 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4924492.000000 Penalty: 5252.496582
	Iteration 7F: 3 clusters Score -4924492 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4925946.500000 Penalty: 5252.496582
	Iteration 8F: 3 clusters Score -4925946 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4927012.000000 Penalty: 5252.496582
	Iteration 9Q: 3 clusters Score -4927012 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4927817.000000 Penalty: 5252.496582
	Iteration 10Q: 3 clusters Score -4927817 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -4928401.500000 Penalty: 5252.496582
	Iteration 11Q: 3 clusters Score -4928402 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4928830.000000 Penalty: 5252.496582
	Iteration 12Q: 3 clusters Score -4928830 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4929083.000000 Penalty: 5252.496582
	Iteration 13Q: 3 clusters Score -4929083 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4929314.000000 Penalty: 5252.496582
	Iteration 14Q: 3 clusters Score -4929314 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4929457.500000 Penalty: 5252.496582
	Iteration 15Q: 3 clusters Score -4929458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4929568.000000 Penalty: 5252.496582
	Iteration 16Q: 3 clusters Score -4929568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4929641.500000 Penalty: 5252.496582
	Iteration 17Q: 3 clusters Score -4929642 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4929667.000000 Penalty: 5252.496582
	Iteration 18Q: 3 clusters Score -4929667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -4929697.000000 Penalty: 5252.496582
	Iteration 19Q: 3 clusters Score -4929697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -4929736.500000 Penalty: 5252.496582
	Iteration 20F: 3 clusters Score -4929736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4929773.000000 Penalty: 5252.496582
	Iteration 21Q: 3 clusters Score -4929773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4929805.500000 Penalty: 5252.496582
	Iteration 22Q: 3 clusters Score -4929806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4929822.000000 Penalty: 5252.496582
	Iteration 23Q: 3 clusters Score -4929822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4929832.000000 Penalty: 5252.496582
	Iteration 24Q: 3 clusters Score -4929832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4929857.000000 Penalty: 5252.496582
	Iteration 25Q: 3 clusters Score -4929857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4929867.500000 Penalty: 5252.496582
	Iteration 26Q: 3 clusters Score -4929868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4929882.000000 Penalty: 5252.496582
	Iteration 27Q: 3 clusters Score -4929882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4929888.500000 Penalty: 5252.496582
	Iteration 28Q: 3 clusters Score -4929888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4929903.000000 Penalty: 5252.496582
	Iteration 29Q: 3 clusters Score -4929903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -4929914.000000 Penalty: 5252.496582
	Iteration 30Q: 3 clusters Score -4929914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4929922.000000 Penalty: 5252.496582
	Iteration 31Q: 3 clusters Score -4929922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -4929924.500000 Penalty: 5252.496582
	Iteration 32Q: 3 clusters Score -4929924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -4929934.500000 Penalty: 5252.496582
	Iteration 33Q: 3 clusters Score -4929934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4929934.000000 Penalty: 5252.496582
	Iteration 34Q: 3 clusters Score -4929934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4929943.500000 Penalty: 5252.496582
	Iteration 35Q: 3 clusters Score -4929944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -4929942.000000 Penalty: 5252.496582
	Iteration 36Q: 3 clusters Score -4929942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4929946.000000 Penalty: 5252.496582
	Iteration 37Q: 3 clusters Score -4929946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4929942.000000 Penalty: 5252.496582
	Iteration 38Q: 3 clusters Score -4929942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4929944.000000 Penalty: 5252.496582
	Iteration 39Q: 3 clusters Score -4929944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4929950.500000 Penalty: 5252.496582
	Iteration 40F: 3 clusters Score -4929950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -4929957.500000 Penalty: 5252.496582
	Iteration 41Q: 3 clusters Score -4929958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4929964.500000 Penalty: 5252.496582
	Iteration 42Q: 3 clusters Score -4929964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4929969.000000 Penalty: 5252.496582
	Iteration 43Q: 3 clusters Score -4929969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4929970.000000 Penalty: 5252.496582
	Iteration 44Q: 3 clusters Score -4929970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -4929968.500000 Penalty: 5252.496582
	Iteration 45Q: 3 clusters Score -4929968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -4929974.500000 Penalty: 5252.496582
	Iteration 46Q: 3 clusters Score -4929974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4929977.000000 Penalty: 5252.496582
	Iteration 47Q: 3 clusters Score -4929977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4929975.500000 Penalty: 5252.496582
	Iteration 48Q: 3 clusters Score -4929976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -4929981.000000 Penalty: 5252.496582
	Iteration 49Q: 3 clusters Score -4929981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4929981.000000 Penalty: 5252.496582
	Iteration 50Q: 3 clusters Score -4929981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4929981.000000 Penalty: 5252.496582
	Iteration 51F: 3 clusters Score -4929981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Entering Unmasked Estep 
Score: -3868372.000000 Penalty: 2580.730225
	Iteration 0F: 2 clusters Score -3868372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3845688.250000 Penalty: 5161.460449
	Iteration 0F: 3 clusters Score -3845688 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3854213.750000 Penalty: 5161.460449
	Iteration 1F: 3 clusters Score -3854214 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3854846.000000 Penalty: 5161.460449
	Iteration 2F: 3 clusters Score -3854846 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3855576.250000 Penalty: 5161.460449
	Iteration 3Q: 3 clusters Score -3855576 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3856351.500000 Penalty: 5161.460449
	Iteration 4F: 3 clusters Score -3856352 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3857256.000000 Penalty: 5161.460449
	Iteration 5F: 3 clusters Score -3857256 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3858388.000000 Penalty: 5161.460449
	Iteration 6F: 3 clusters Score -3858388 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3859763.750000 Penalty: 5161.460449
	Iteration 7F: 3 clusters Score -3859764 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3861375.750000 Penalty: 5161.460449
	Iteration 8F: 3 clusters Score -3861376 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3862930.500000 Penalty: 5161.460449
	Iteration 9F: 3 clusters Score -3862930 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3864221.250000 Penalty: 5161.460449
	Iteration 10Q: 3 clusters Score -3864221 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3865161.000000 Penalty: 5161.460449
	Iteration 11Q: 3 clusters Score -3865161 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3865796.000000 Penalty: 5161.460449
	Iteration 12Q: 3 clusters Score -3865796 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3866229.000000 Penalty: 5161.460449
	Iteration 13Q: 3 clusters Score -3866229 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3866563.750000 Penalty: 5161.460449
	Iteration 14Q: 3 clusters Score -3866564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3866821.750000 Penalty: 5161.460449
	Iteration 15Q: 3 clusters Score -3866822 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3867075.250000 Penalty: 5161.460449
	Iteration 16Q: 3 clusters Score -3867075 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3867228.500000 Penalty: 5161.460449
	Iteration 17Q: 3 clusters Score -3867228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3867326.000000 Penalty: 5161.460449
	Iteration 18Q: 3 clusters Score -3867326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3867385.500000 Penalty: 5161.460449
	Iteration 19Q: 3 clusters Score -3867386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3867452.000000 Penalty: 5161.460449
	Iteration 20F: 3 clusters Score -3867452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3867509.750000 Penalty: 5161.460449
	Iteration 21Q: 3 clusters Score -3867510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3867537.000000 Penalty: 5161.460449
	Iteration 22Q: 3 clusters Score -3867537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3867561.500000 Penalty: 5161.460449
	Iteration 23Q: 3 clusters Score -3867562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3867579.000000 Penalty: 5161.460449
	Iteration 24Q: 3 clusters Score -3867579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3867579.750000 Penalty: 5161.460449
	Iteration 25Q: 3 clusters Score -3867580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3867584.250000 Penalty: 5161.460449
	Iteration 26Q: 3 clusters Score -3867584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3867598.750000 Penalty: 5161.460449
	Iteration 27Q: 3 clusters Score -3867599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3867597.000000 Penalty: 5161.460449
	Iteration 28Q: 3 clusters Score -3867597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3867598.500000 Penalty: 5161.460449
	Iteration 29Q: 3 clusters Score -3867598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3867606.000000 Penalty: 5161.460449
	Iteration 30Q: 3 clusters Score -3867606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3867613.500000 Penalty: 5161.460449
	Iteration 31Q: 3 clusters Score -3867614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3867619.250000 Penalty: 5161.460449
	Iteration 32Q: 3 clusters Score -3867619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3867617.000000 Penalty: 5161.460449
	Iteration 33Q: 3 clusters Score -3867617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3867618.750000 Penalty: 5161.460449
	Iteration 34Q: 3 clusters Score -3867619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3867627.250000 Penalty: 5161.460449
	Iteration 35Q: 3 clusters Score -3867627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3867621.250000 Penalty: 5161.460449
	Iteration 36Q: 3 clusters Score -3867621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3867625.000000 Penalty: 5161.460449
	Iteration 37Q: 3 clusters Score -3867625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3867627.750000 Penalty: 5161.460449
	Iteration 38Q: 3 clusters Score -3867628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3867633.000000 Penalty: 5161.460449
	Iteration 39Q: 3 clusters Score -3867633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3867632.500000 Penalty: 5161.460449
	Iteration 40F: 3 clusters Score -3867632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3867637.250000 Penalty: 5161.460449
	Iteration 41Q: 3 clusters Score -3867637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3867628.500000 Penalty: 5161.460449
	Iteration 42Q: 3 clusters Score -3867628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3867629.500000 Penalty: 5161.460449
	Iteration 43Q: 3 clusters Score -3867630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3867629.500000 Penalty: 5161.460449
	Iteration 44F: 3 clusters Score -3867630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Entering Unmasked Estep 
Score: -675600.812500 Penalty: 2153.017090
	Iteration 0F: 2 clusters Score -675600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -670528.500000 Penalty: 4306.034180
	Iteration 0F: 3 clusters Score -670528.5 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -671798.812500 Penalty: 4306.034180
	Iteration 1F: 3 clusters Score -671798.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -672095.500000 Penalty: 4306.034180
	Iteration 2F: 3 clusters Score -672095.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -672409.375000 Penalty: 4306.034180
	Iteration 3F: 3 clusters Score -672409.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -672771.562500 Penalty: 4306.034180
	Iteration 4F: 3 clusters Score -672771.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -673154.187500 Penalty: 4306.034180
	Iteration 5F: 3 clusters Score -673154.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -673498.187500 Penalty: 4306.034180
	Iteration 6F: 3 clusters Score -673498.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -673736.812500 Penalty: 4306.034180
	Iteration 7F: 3 clusters Score -673736.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -673918.875000 Penalty: 4306.034180
	Iteration 8Q: 3 clusters Score -673918.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -674050.875000 Penalty: 4306.034180
	Iteration 9Q: 3 clusters Score -674050.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -674136.625000 Penalty: 4306.034180
	Iteration 10Q: 3 clusters Score -674136.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -674192.687500 Penalty: 4306.034180
	Iteration 11Q: 3 clusters Score -674192.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -674226.250000 Penalty: 4306.034180
	Iteration 12Q: 3 clusters Score -674226.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -674260.000000 Penalty: 4306.034180
	Iteration 13Q: 3 clusters Score -674260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -674287.437500 Penalty: 4306.034180
	Iteration 14Q: 3 clusters Score -674287.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -674309.500000 Penalty: 4306.034180
	Iteration 15Q: 3 clusters Score -674309.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -674329.375000 Penalty: 4306.034180
	Iteration 16Q: 3 clusters Score -674329.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -674341.750000 Penalty: 4306.034180
	Iteration 17Q: 3 clusters Score -674341.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -674351.125000 Penalty: 4306.034180
	Iteration 18Q: 3 clusters Score -674351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -674357.375000 Penalty: 4306.034180
	Iteration 19Q: 3 clusters Score -674357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -674364.875000 Penalty: 4306.034180
	Iteration 20F: 3 clusters Score -674364.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -674372.000000 Penalty: 4306.034180
	Iteration 21Q: 3 clusters Score -674372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -674384.562500 Penalty: 4306.034180
	Iteration 22Q: 3 clusters Score -674384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -674390.312500 Penalty: 4306.034180
	Iteration 23Q: 3 clusters Score -674390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -674395.437500 Penalty: 4306.034180
	Iteration 24Q: 3 clusters Score -674395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -674395.937500 Penalty: 4306.034180
	Iteration 25Q: 3 clusters Score -674395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -674398.312500 Penalty: 4306.034180
	Iteration 26Q: 3 clusters Score -674398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -674401.375000 Penalty: 4306.034180
	Iteration 27Q: 3 clusters Score -674401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -674403.187500 Penalty: 4306.034180
	Iteration 28Q: 3 clusters Score -674403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -674404.125000 Penalty: 4306.034180
	Iteration 29Q: 3 clusters Score -674404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -674406.187500 Penalty: 4306.034180
	Iteration 30Q: 3 clusters Score -674406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -674406.937500 Penalty: 4306.034180
	Iteration 31Q: 3 clusters Score -674406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -674406.937500 Penalty: 4306.034180
	Iteration 32F: 3 clusters Score -674406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -68132.835938 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -68132.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66648.054688 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -66648.05 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67465.234375 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -67465.23 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67918.343750 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -67918.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68236.492188 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -68236.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68595.570312 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -68595.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68773.828125 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -68773.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68848.937500 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -68848.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68878.320312 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -68878.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68902.976562 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -68902.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68940.351562 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -68940.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -68969.359375 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -68969.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69000.210938 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -69000.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69025.664062 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -69025.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69052.835938 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -69052.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69079.695312 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -69079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69109.546875 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -69109.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69143.437500 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -69143.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69411.882812 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -69411.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69463.343750 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -69463.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69463.343750 Penalty: 3237.867188
	Iteration 19F: 3 clusters Score -69463.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162543 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14046 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 456 members 
Entering Unmasked Estep 
Score: -142012080.000000 Penalty: 169800.968750
Splitting cluster 5 changes total score from -142012592.000000 to -142012080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -1488507.125000 Penalty: 2347.814941
	Iteration 0F: 2 clusters Score -1488507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1478985.375000 Penalty: 4695.629883
	Iteration 0F: 3 clusters Score -1478985 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1481920.750000 Penalty: 4695.629883
	Iteration 1F: 3 clusters Score -1481921 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1482343.000000 Penalty: 4695.629883
	Iteration 2F: 3 clusters Score -1482343 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1482719.125000 Penalty: 4695.629883
	Iteration 3F: 3 clusters Score -1482719 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1483083.250000 Penalty: 4695.629883
	Iteration 4F: 3 clusters Score -1483083 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1483486.000000 Penalty: 4695.629883
	Iteration 5Q: 3 clusters Score -1483486 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1483980.250000 Penalty: 4695.629883
	Iteration 6F: 3 clusters Score -1483980 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1484511.125000 Penalty: 4695.629883
	Iteration 7F: 3 clusters Score -1484511 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1485021.375000 Penalty: 4695.629883
	Iteration 8Q: 3 clusters Score -1485021 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1485486.000000 Penalty: 4695.629883
	Iteration 9Q: 3 clusters Score -1485486 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1485812.625000 Penalty: 4695.629883
	Iteration 10Q: 3 clusters Score -1485813 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1486073.125000 Penalty: 4695.629883
	Iteration 11Q: 3 clusters Score -1486073 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1486256.125000 Penalty: 4695.629883
	Iteration 12Q: 3 clusters Score -1486256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1486385.625000 Penalty: 4695.629883
	Iteration 13Q: 3 clusters Score -1486386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1486484.500000 Penalty: 4695.629883
	Iteration 14Q: 3 clusters Score -1486484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1486545.625000 Penalty: 4695.629883
	Iteration 15Q: 3 clusters Score -1486546 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1486586.875000 Penalty: 4695.629883
	Iteration 16Q: 3 clusters Score -1486587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1486623.250000 Penalty: 4695.629883
	Iteration 17Q: 3 clusters Score -1486623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1486647.625000 Penalty: 4695.629883
	Iteration 18Q: 3 clusters Score -1486648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1486665.375000 Penalty: 4695.629883
	Iteration 19Q: 3 clusters Score -1486665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1486674.625000 Penalty: 4695.629883
	Iteration 20F: 3 clusters Score -1486675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1486683.125000 Penalty: 4695.629883
	Iteration 21Q: 3 clusters Score -1486683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1486688.125000 Penalty: 4695.629883
	Iteration 22Q: 3 clusters Score -1486688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1486694.125000 Penalty: 4695.629883
	Iteration 23Q: 3 clusters Score -1486694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1486697.125000 Penalty: 4695.629883
	Iteration 24Q: 3 clusters Score -1486697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1486698.625000 Penalty: 4695.629883
	Iteration 25Q: 3 clusters Score -1486699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1486700.250000 Penalty: 4695.629883
	Iteration 26Q: 3 clusters Score -1486700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1486703.875000 Penalty: 4695.629883
	Iteration 27Q: 3 clusters Score -1486704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1486706.000000 Penalty: 4695.629883
	Iteration 28Q: 3 clusters Score -1486706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1486709.625000 Penalty: 4695.629883
	Iteration 29Q: 3 clusters Score -1486710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1486712.750000 Penalty: 4695.629883
	Iteration 30Q: 3 clusters Score -1486713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1486715.625000 Penalty: 4695.629883
	Iteration 31Q: 3 clusters Score -1486716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1486715.875000 Penalty: 4695.629883
	Iteration 32Q: 3 clusters Score -1486716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1486716.000000 Penalty: 4695.629883
	Iteration 33Q: 3 clusters Score -1486716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1486722.250000 Penalty: 4695.629883
	Iteration 34Q: 3 clusters Score -1486722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1486723.250000 Penalty: 4695.629883
	Iteration 35Q: 3 clusters Score -1486723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1486722.375000 Penalty: 4695.629883
	Iteration 36Q: 3 clusters Score -1486722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1486721.875000 Penalty: 4695.629883
	Iteration 37Q: 3 clusters Score -1486722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1486727.000000 Penalty: 4695.629883
	Iteration 38Q: 3 clusters Score -1486727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1486728.625000 Penalty: 4695.629883
	Iteration 39Q: 3 clusters Score -1486729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1486727.750000 Penalty: 4695.629883
	Iteration 40F: 3 clusters Score -1486728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1486729.375000 Penalty: 4695.629883
	Iteration 41Q: 3 clusters Score -1486729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1486729.375000 Penalty: 4695.629883
	Iteration 42F: 3 clusters Score -1486729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Entering Unmasked Estep 
Score: -1743521.625000 Penalty: 2371.720459
	Iteration 0F: 2 clusters Score -1743522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1733086.125000 Penalty: 4743.440918
	Iteration 0F: 3 clusters Score -1733086 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1736566.000000 Penalty: 4743.440918
	Iteration 1F: 3 clusters Score -1736566 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1737092.250000 Penalty: 4743.440918
	Iteration 2F: 3 clusters Score -1737092 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1737740.750000 Penalty: 4743.440918
	Iteration 3F: 3 clusters Score -1737741 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1738396.875000 Penalty: 4743.440918
	Iteration 4F: 3 clusters Score -1738397 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1739177.375000 Penalty: 4743.440918
	Iteration 5F: 3 clusters Score -1739177 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1740107.875000 Penalty: 4743.440918
	Iteration 6F: 3 clusters Score -1740108 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1740930.875000 Penalty: 4743.440918
	Iteration 7F: 3 clusters Score -1740931 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1741505.750000 Penalty: 4743.440918
	Iteration 8Q: 3 clusters Score -1741506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1741882.125000 Penalty: 4743.440918
	Iteration 9Q: 3 clusters Score -1741882 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1742083.875000 Penalty: 4743.440918
	Iteration 10Q: 3 clusters Score -1742084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1742225.250000 Penalty: 4743.440918
	Iteration 11Q: 3 clusters Score -1742225 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1742306.250000 Penalty: 4743.440918
	Iteration 12Q: 3 clusters Score -1742306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1742356.500000 Penalty: 4743.440918
	Iteration 13Q: 3 clusters Score -1742356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1742401.625000 Penalty: 4743.440918
	Iteration 14Q: 3 clusters Score -1742402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1742429.500000 Penalty: 4743.440918
	Iteration 15Q: 3 clusters Score -1742430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1742453.875000 Penalty: 4743.440918
	Iteration 16Q: 3 clusters Score -1742454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1742480.375000 Penalty: 4743.440918
	Iteration 17Q: 3 clusters Score -1742480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1742493.125000 Penalty: 4743.440918
	Iteration 18Q: 3 clusters Score -1742493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1742510.625000 Penalty: 4743.440918
	Iteration 19Q: 3 clusters Score -1742511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1742515.000000 Penalty: 4743.440918
	Iteration 20F: 3 clusters Score -1742515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1742523.750000 Penalty: 4743.440918
	Iteration 21Q: 3 clusters Score -1742524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1742538.250000 Penalty: 4743.440918
	Iteration 22Q: 3 clusters Score -1742538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1742545.500000 Penalty: 4743.440918
	Iteration 23Q: 3 clusters Score -1742546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1742555.000000 Penalty: 4743.440918
	Iteration 24Q: 3 clusters Score -1742555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1742560.750000 Penalty: 4743.440918
	Iteration 25Q: 3 clusters Score -1742561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1742565.250000 Penalty: 4743.440918
	Iteration 26Q: 3 clusters Score -1742565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1742571.125000 Penalty: 4743.440918
	Iteration 27Q: 3 clusters Score -1742571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1742585.250000 Penalty: 4743.440918
	Iteration 28Q: 3 clusters Score -1742585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1742589.250000 Penalty: 4743.440918
	Iteration 29Q: 3 clusters Score -1742589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1742590.125000 Penalty: 4743.440918
	Iteration 30Q: 3 clusters Score -1742590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1742592.750000 Penalty: 4743.440918
	Iteration 31Q: 3 clusters Score -1742593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1742592.625000 Penalty: 4743.440918
	Iteration 32Q: 3 clusters Score -1742593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1742593.625000 Penalty: 4743.440918
	Iteration 33Q: 3 clusters Score -1742594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1742594.875000 Penalty: 4743.440918
	Iteration 34Q: 3 clusters Score -1742595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1742596.625000 Penalty: 4743.440918
	Iteration 35Q: 3 clusters Score -1742597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1742595.500000 Penalty: 4743.440918
	Iteration 36Q: 3 clusters Score -1742596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1742599.500000 Penalty: 4743.440918
	Iteration 37Q: 3 clusters Score -1742600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1742599.500000 Penalty: 4743.440918
	Iteration 38Q: 3 clusters Score -1742600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1742603.750000 Penalty: 4743.440918
	Iteration 39Q: 3 clusters Score -1742604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1742608.875000 Penalty: 4743.440918
	Iteration 40F: 3 clusters Score -1742609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1742608.750000 Penalty: 4743.440918
	Iteration 41Q: 3 clusters Score -1742609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1742611.750000 Penalty: 4743.440918
	Iteration 42Q: 3 clusters Score -1742612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1742613.625000 Penalty: 4743.440918
	Iteration 43Q: 3 clusters Score -1742614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1742614.000000 Penalty: 4743.440918
	Iteration 44Q: 3 clusters Score -1742614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1742614.625000 Penalty: 4743.440918
	Iteration 45Q: 3 clusters Score -1742615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1742619.000000 Penalty: 4743.440918
	Iteration 46Q: 3 clusters Score -1742619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1742619.750000 Penalty: 4743.440918
	Iteration 47Q: 3 clusters Score -1742620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1742621.000000 Penalty: 4743.440918
	Iteration 48Q: 3 clusters Score -1742621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1742622.000000 Penalty: 4743.440918
	Iteration 49Q: 3 clusters Score -1742622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1742625.375000 Penalty: 4743.440918
	Iteration 50Q: 3 clusters Score -1742625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1742625.375000 Penalty: 4743.440918
	Iteration 51F: 3 clusters Score -1742625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -1253202.500000 Penalty: 2294.653076
	Iteration 0F: 2 clusters Score -1253202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1245277.750000 Penalty: 4589.306152
	Iteration 0F: 3 clusters Score -1245278 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1247622.000000 Penalty: 4589.306152
	Iteration 1F: 3 clusters Score -1247622 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1248056.125000 Penalty: 4589.306152
	Iteration 2F: 3 clusters Score -1248056 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1248453.750000 Penalty: 4589.306152
	Iteration 3F: 3 clusters Score -1248454 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1248803.750000 Penalty: 4589.306152
	Iteration 4F: 3 clusters Score -1248804 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1249081.500000 Penalty: 4589.306152
	Iteration 5Q: 3 clusters Score -1249082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1249290.875000 Penalty: 4589.306152
	Iteration 6Q: 3 clusters Score -1249291 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1249487.250000 Penalty: 4589.306152
	Iteration 7Q: 3 clusters Score -1249487 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1249639.000000 Penalty: 4589.306152
	Iteration 8Q: 3 clusters Score -1249639 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1249781.250000 Penalty: 4589.306152
	Iteration 9Q: 3 clusters Score -1249781 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1249892.875000 Penalty: 4589.306152
	Iteration 10Q: 3 clusters Score -1249893 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1250002.875000 Penalty: 4589.306152
	Iteration 11Q: 3 clusters Score -1250003 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1250122.875000 Penalty: 4589.306152
	Iteration 12Q: 3 clusters Score -1250123 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1250235.625000 Penalty: 4589.306152
	Iteration 13Q: 3 clusters Score -1250236 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1250340.000000 Penalty: 4589.306152
	Iteration 14Q: 3 clusters Score -1250340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1250452.750000 Penalty: 4589.306152
	Iteration 15Q: 3 clusters Score -1250453 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1250567.250000 Penalty: 4589.306152
	Iteration 16Q: 3 clusters Score -1250567 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1250671.250000 Penalty: 4589.306152
	Iteration 17Q: 3 clusters Score -1250671 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1250740.500000 Penalty: 4589.306152
	Iteration 18Q: 3 clusters Score -1250740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1250799.375000 Penalty: 4589.306152
	Iteration 19Q: 3 clusters Score -1250799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1250852.750000 Penalty: 4589.306152
	Iteration 20F: 3 clusters Score -1250853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1250902.625000 Penalty: 4589.306152
	Iteration 21Q: 3 clusters Score -1250903 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1250956.125000 Penalty: 4589.306152
	Iteration 22Q: 3 clusters Score -1250956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1250996.125000 Penalty: 4589.306152
	Iteration 23Q: 3 clusters Score -1250996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1251030.625000 Penalty: 4589.306152
	Iteration 24Q: 3 clusters Score -1251031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1251059.000000 Penalty: 4589.306152
	Iteration 25Q: 3 clusters Score -1251059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1251086.000000 Penalty: 4589.306152
	Iteration 26Q: 3 clusters Score -1251086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1251115.500000 Penalty: 4589.306152
	Iteration 27Q: 3 clusters Score -1251116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1251129.625000 Penalty: 4589.306152
	Iteration 28Q: 3 clusters Score -1251130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1251147.250000 Penalty: 4589.306152
	Iteration 29Q: 3 clusters Score -1251147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1251158.125000 Penalty: 4589.306152
	Iteration 30Q: 3 clusters Score -1251158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1251169.625000 Penalty: 4589.306152
	Iteration 31Q: 3 clusters Score -1251170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1251176.875000 Penalty: 4589.306152
	Iteration 32Q: 3 clusters Score -1251177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1251188.625000 Penalty: 4589.306152
	Iteration 33Q: 3 clusters Score -1251189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1251192.500000 Penalty: 4589.306152
	Iteration 34Q: 3 clusters Score -1251192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1251198.625000 Penalty: 4589.306152
	Iteration 35Q: 3 clusters Score -1251199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1251205.000000 Penalty: 4589.306152
	Iteration 36Q: 3 clusters Score -1251205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1251212.000000 Penalty: 4589.306152
	Iteration 37Q: 3 clusters Score -1251212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1251220.375000 Penalty: 4589.306152
	Iteration 38Q: 3 clusters Score -1251220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1251234.125000 Penalty: 4589.306152
	Iteration 39Q: 3 clusters Score -1251234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1251245.625000 Penalty: 4589.306152
	Iteration 40F: 3 clusters Score -1251246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1251247.875000 Penalty: 4589.306152
	Iteration 41Q: 3 clusters Score -1251248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1251250.750000 Penalty: 4589.306152
	Iteration 42Q: 3 clusters Score -1251251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1251254.875000 Penalty: 4589.306152
	Iteration 43Q: 3 clusters Score -1251255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1251257.000000 Penalty: 4589.306152
	Iteration 44Q: 3 clusters Score -1251257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1251260.750000 Penalty: 4589.306152
	Iteration 45Q: 3 clusters Score -1251261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1251261.750000 Penalty: 4589.306152
	Iteration 46Q: 3 clusters Score -1251262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1251263.250000 Penalty: 4589.306152
	Iteration 47Q: 3 clusters Score -1251263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1251263.000000 Penalty: 4589.306152
	Iteration 48Q: 3 clusters Score -1251263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1251264.750000 Penalty: 4589.306152
	Iteration 49Q: 3 clusters Score -1251265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1251266.750000 Penalty: 4589.306152
	Iteration 50Q: 3 clusters Score -1251267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1251266.750000 Penalty: 4589.306152
	Iteration 51Q: 3 clusters Score -1251267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1251267.125000 Penalty: 4589.306152
	Iteration 52Q: 3 clusters Score -1251267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1251267.375000 Penalty: 4589.306152
	Iteration 53Q: 3 clusters Score -1251267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1251267.375000 Penalty: 4589.306152
	Iteration 54F: 3 clusters Score -1251267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Entering Unmasked Estep 
Score: -3040698.000000 Penalty: 2503.410645
	Iteration 0F: 2 clusters Score -3040698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3023799.000000 Penalty: 5006.821289
	Iteration 0F: 3 clusters Score -3023799 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3029634.500000 Penalty: 5006.821289
	Iteration 1F: 3 clusters Score -3029634 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3030101.250000 Penalty: 5006.821289
	Iteration 2F: 3 clusters Score -3030101 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3030557.500000 Penalty: 5006.821289
	Iteration 3Q: 3 clusters Score -3030558 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3031030.000000 Penalty: 5006.821289
	Iteration 4Q: 3 clusters Score -3031030 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3031485.750000 Penalty: 5006.821289
	Iteration 5Q: 3 clusters Score -3031486 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3032009.000000 Penalty: 5006.821289
	Iteration 6Q: 3 clusters Score -3032009 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3032615.000000 Penalty: 5006.821289
	Iteration 7Q: 3 clusters Score -3032615 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3033246.000000 Penalty: 5006.821289
	Iteration 8Q: 3 clusters Score -3033246 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3033899.500000 Penalty: 5006.821289
	Iteration 9Q: 3 clusters Score -3033900 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3034546.250000 Penalty: 5006.821289
	Iteration 10Q: 3 clusters Score -3034546 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3035072.500000 Penalty: 5006.821289
	Iteration 11Q: 3 clusters Score -3035072 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3035467.250000 Penalty: 5006.821289
	Iteration 12Q: 3 clusters Score -3035467 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3035749.500000 Penalty: 5006.821289
	Iteration 13Q: 3 clusters Score -3035750 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3035928.000000 Penalty: 5006.821289
	Iteration 14Q: 3 clusters Score -3035928 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3036043.750000 Penalty: 5006.821289
	Iteration 15Q: 3 clusters Score -3036044 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3036134.750000 Penalty: 5006.821289
	Iteration 16Q: 3 clusters Score -3036135 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3036200.500000 Penalty: 5006.821289
	Iteration 17Q: 3 clusters Score -3036200 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3036261.000000 Penalty: 5006.821289
	Iteration 18Q: 3 clusters Score -3036261 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3036297.750000 Penalty: 5006.821289
	Iteration 19Q: 3 clusters Score -3036298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3036336.750000 Penalty: 5006.821289
	Iteration 20F: 3 clusters Score -3036337 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3036364.000000 Penalty: 5006.821289
	Iteration 21Q: 3 clusters Score -3036364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3036396.250000 Penalty: 5006.821289
	Iteration 22Q: 3 clusters Score -3036396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3036439.750000 Penalty: 5006.821289
	Iteration 23Q: 3 clusters Score -3036440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3036457.000000 Penalty: 5006.821289
	Iteration 24Q: 3 clusters Score -3036457 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3036490.000000 Penalty: 5006.821289
	Iteration 25Q: 3 clusters Score -3036490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3036513.250000 Penalty: 5006.821289
	Iteration 26Q: 3 clusters Score -3036513 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3036536.750000 Penalty: 5006.821289
	Iteration 27Q: 3 clusters Score -3036537 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3036566.250000 Penalty: 5006.821289
	Iteration 28Q: 3 clusters Score -3036566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3036583.500000 Penalty: 5006.821289
	Iteration 29Q: 3 clusters Score -3036584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3036607.250000 Penalty: 5006.821289
	Iteration 30Q: 3 clusters Score -3036607 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3036633.500000 Penalty: 5006.821289
	Iteration 31Q: 3 clusters Score -3036634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3036667.250000 Penalty: 5006.821289
	Iteration 32Q: 3 clusters Score -3036667 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3036720.250000 Penalty: 5006.821289
	Iteration 33Q: 3 clusters Score -3036720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3036745.500000 Penalty: 5006.821289
	Iteration 34Q: 3 clusters Score -3036746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3036784.750000 Penalty: 5006.821289
	Iteration 35Q: 3 clusters Score -3036785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3036803.250000 Penalty: 5006.821289
	Iteration 36Q: 3 clusters Score -3036803 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3036842.750000 Penalty: 5006.821289
	Iteration 37Q: 3 clusters Score -3036843 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3036869.000000 Penalty: 5006.821289
	Iteration 38Q: 3 clusters Score -3036869 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3036903.000000 Penalty: 5006.821289
	Iteration 39Q: 3 clusters Score -3036903 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3036949.000000 Penalty: 5006.821289
	Iteration 40F: 3 clusters Score -3036949 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3036998.500000 Penalty: 5006.821289
	Iteration 41Q: 3 clusters Score -3036998 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3037042.000000 Penalty: 5006.821289
	Iteration 42Q: 3 clusters Score -3037042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3037084.000000 Penalty: 5006.821289
	Iteration 43Q: 3 clusters Score -3037084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3037121.000000 Penalty: 5006.821289
	Iteration 44Q: 3 clusters Score -3037121 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3037155.000000 Penalty: 5006.821289
	Iteration 45Q: 3 clusters Score -3037155 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3037181.250000 Penalty: 5006.821289
	Iteration 46Q: 3 clusters Score -3037181 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3037225.000000 Penalty: 5006.821289
	Iteration 47Q: 3 clusters Score -3037225 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3037265.750000 Penalty: 5006.821289
	Iteration 48Q: 3 clusters Score -3037266 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3037306.250000 Penalty: 5006.821289
	Iteration 49Q: 3 clusters Score -3037306 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3037347.750000 Penalty: 5006.821289
	Iteration 50Q: 3 clusters Score -3037348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3037393.750000 Penalty: 5006.821289
	Iteration 51Q: 3 clusters Score -3037394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3037432.000000 Penalty: 5006.821289
	Iteration 52Q: 3 clusters Score -3037432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3037471.000000 Penalty: 5006.821289
	Iteration 53Q: 3 clusters Score -3037471 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3037509.750000 Penalty: 5006.821289
	Iteration 54Q: 3 clusters Score -3037510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3037548.250000 Penalty: 5006.821289
	Iteration 55Q: 3 clusters Score -3037548 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3037589.250000 Penalty: 5006.821289
	Iteration 56Q: 3 clusters Score -3037589 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3037622.250000 Penalty: 5006.821289
	Iteration 57Q: 3 clusters Score -3037622 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3037675.000000 Penalty: 5006.821289
	Iteration 58Q: 3 clusters Score -3037675 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3037734.500000 Penalty: 5006.821289
	Iteration 59Q: 3 clusters Score -3037734 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3037797.000000 Penalty: 5006.821289
	Iteration 60F: 3 clusters Score -3037797 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3037864.500000 Penalty: 5006.821289
	Iteration 61Q: 3 clusters Score -3037864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3037930.000000 Penalty: 5006.821289
	Iteration 62Q: 3 clusters Score -3037930 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3037995.250000 Penalty: 5006.821289
	Iteration 63Q: 3 clusters Score -3037995 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3038054.250000 Penalty: 5006.821289
	Iteration 64Q: 3 clusters Score -3038054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3038108.750000 Penalty: 5006.821289
	Iteration 65Q: 3 clusters Score -3038109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3038167.250000 Penalty: 5006.821289
	Iteration 66Q: 3 clusters Score -3038167 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3038218.000000 Penalty: 5006.821289
	Iteration 67Q: 3 clusters Score -3038218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3038257.000000 Penalty: 5006.821289
	Iteration 68Q: 3 clusters Score -3038257 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3038290.500000 Penalty: 5006.821289
	Iteration 69Q: 3 clusters Score -3038290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3038326.000000 Penalty: 5006.821289
	Iteration 70Q: 3 clusters Score -3038326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3038347.000000 Penalty: 5006.821289
	Iteration 71Q: 3 clusters Score -3038347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3038381.750000 Penalty: 5006.821289
	Iteration 72Q: 3 clusters Score -3038382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3038416.000000 Penalty: 5006.821289
	Iteration 73Q: 3 clusters Score -3038416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3038444.500000 Penalty: 5006.821289
	Iteration 74Q: 3 clusters Score -3038444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3038474.500000 Penalty: 5006.821289
	Iteration 75Q: 3 clusters Score -3038474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3038509.500000 Penalty: 5006.821289
	Iteration 76Q: 3 clusters Score -3038510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3038558.000000 Penalty: 5006.821289
	Iteration 77Q: 3 clusters Score -3038558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3038587.750000 Penalty: 5006.821289
	Iteration 78Q: 3 clusters Score -3038588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3038629.500000 Penalty: 5006.821289
	Iteration 79Q: 3 clusters Score -3038630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3038654.250000 Penalty: 5006.821289
	Iteration 80F: 3 clusters Score -3038654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3038682.000000 Penalty: 5006.821289
	Iteration 81Q: 3 clusters Score -3038682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3038695.750000 Penalty: 5006.821289
	Iteration 82Q: 3 clusters Score -3038696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3038705.000000 Penalty: 5006.821289
	Iteration 83Q: 3 clusters Score -3038705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3038725.500000 Penalty: 5006.821289
	Iteration 84Q: 3 clusters Score -3038726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3038737.750000 Penalty: 5006.821289
	Iteration 85Q: 3 clusters Score -3038738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3038746.250000 Penalty: 5006.821289
	Iteration 86Q: 3 clusters Score -3038746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3038758.000000 Penalty: 5006.821289
	Iteration 87Q: 3 clusters Score -3038758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3038775.750000 Penalty: 5006.821289
	Iteration 88Q: 3 clusters Score -3038776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3038784.000000 Penalty: 5006.821289
	Iteration 89Q: 3 clusters Score -3038784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3038788.000000 Penalty: 5006.821289
	Iteration 90Q: 3 clusters Score -3038788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3038810.500000 Penalty: 5006.821289
	Iteration 91Q: 3 clusters Score -3038810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3038814.250000 Penalty: 5006.821289
	Iteration 92Q: 3 clusters Score -3038814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3038818.250000 Penalty: 5006.821289
	Iteration 93Q: 3 clusters Score -3038818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3038836.750000 Penalty: 5006.821289
	Iteration 94Q: 3 clusters Score -3038837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3038834.250000 Penalty: 5006.821289
	Iteration 95Q: 3 clusters Score -3038834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3038842.500000 Penalty: 5006.821289
	Iteration 96Q: 3 clusters Score -3038842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3038849.000000 Penalty: 5006.821289
	Iteration 97Q: 3 clusters Score -3038849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3038846.750000 Penalty: 5006.821289
	Iteration 98Q: 3 clusters Score -3038847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3038858.000000 Penalty: 5006.821289
	Iteration 99Q: 3 clusters Score -3038858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3038868.000000 Penalty: 5006.821289
	Iteration 100F: 3 clusters Score -3038868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3038883.000000 Penalty: 5006.821289
	Iteration 101Q: 3 clusters Score -3038883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3038890.750000 Penalty: 5006.821289
	Iteration 102Q: 3 clusters Score -3038891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3038903.750000 Penalty: 5006.821289
	Iteration 103Q: 3 clusters Score -3038904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3038900.250000 Penalty: 5006.821289
	Iteration 104Q: 3 clusters Score -3038900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3038901.750000 Penalty: 5006.821289
	Iteration 105Q: 3 clusters Score -3038902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3038900.750000 Penalty: 5006.821289
	Iteration 106Q: 3 clusters Score -3038901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3038908.500000 Penalty: 5006.821289
	Iteration 107Q: 3 clusters Score -3038908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3038909.000000 Penalty: 5006.821289
	Iteration 108Q: 3 clusters Score -3038909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3038915.750000 Penalty: 5006.821289
	Iteration 109Q: 3 clusters Score -3038916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3038915.750000 Penalty: 5006.821289
	Iteration 110Q: 3 clusters Score -3038916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3038918.250000 Penalty: 5006.821289
	Iteration 111Q: 3 clusters Score -3038918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3038918.500000 Penalty: 5006.821289
	Iteration 112Q: 3 clusters Score -3038918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3038921.500000 Penalty: 5006.821289
	Iteration 113Q: 3 clusters Score -3038922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3038925.500000 Penalty: 5006.821289
	Iteration 114Q: 3 clusters Score -3038926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3038928.000000 Penalty: 5006.821289
	Iteration 115Q: 3 clusters Score -3038928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3038930.000000 Penalty: 5006.821289
	Iteration 116Q: 3 clusters Score -3038930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3038927.000000 Penalty: 5006.821289
	Iteration 117Q: 3 clusters Score -3038927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3038927.750000 Penalty: 5006.821289
	Iteration 118Q: 3 clusters Score -3038928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3038922.500000 Penalty: 5006.821289
	Iteration 119Q: 3 clusters Score -3038922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3038931.750000 Penalty: 5006.821289
	Iteration 120F: 3 clusters Score -3038932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3038935.500000 Penalty: 5006.821289
	Iteration 121Q: 3 clusters Score -3038936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3038935.500000 Penalty: 5006.821289
	Iteration 122Q: 3 clusters Score -3038936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3038940.750000 Penalty: 5006.821289
	Iteration 123Q: 3 clusters Score -3038941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3038939.750000 Penalty: 5006.821289
	Iteration 124Q: 3 clusters Score -3038940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3038945.500000 Penalty: 5006.821289
	Iteration 125Q: 3 clusters Score -3038946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3038948.750000 Penalty: 5006.821289
	Iteration 126Q: 3 clusters Score -3038949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3038949.000000 Penalty: 5006.821289
	Iteration 127Q: 3 clusters Score -3038949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3038944.000000 Penalty: 5006.821289
	Iteration 128Q: 3 clusters Score -3038944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3038946.000000 Penalty: 5006.821289
	Iteration 129Q: 3 clusters Score -3038946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3038945.500000 Penalty: 5006.821289
	Iteration 130Q: 3 clusters Score -3038946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3038943.000000 Penalty: 5006.821289
	Iteration 131Q: 3 clusters Score -3038943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3038942.750000 Penalty: 5006.821289
	Iteration 132Q: 3 clusters Score -3038943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3038944.500000 Penalty: 5006.821289
	Iteration 133Q: 3 clusters Score -3038944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3038945.500000 Penalty: 5006.821289
	Iteration 134Q: 3 clusters Score -3038946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3038946.000000 Penalty: 5006.821289
	Iteration 135Q: 3 clusters Score -3038946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3038946.000000 Penalty: 5006.821289
	Iteration 136F: 3 clusters Score -3038946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162543 members 
Entering Unmasked Estep 
Score: -20096164.000000 Penalty: 2975.677246
	Iteration 0F: 2 clusters Score -2.009616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -19987212.000000 Penalty: 5951.354492
	Iteration 0F: 3 clusters Score -1.998721e+07 nChanged 77859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -20032924.000000 Penalty: 5951.354492
	Iteration 1F: 3 clusters Score -2.003292e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -20034232.000000 Penalty: 5951.354492
	Iteration 2Q: 3 clusters Score -2.003423e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -20036186.000000 Penalty: 5951.354492
	Iteration 3Q: 3 clusters Score -2.003619e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -20039410.000000 Penalty: 5951.354492
	Iteration 4Q: 3 clusters Score -2.003941e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -20045524.000000 Penalty: 5951.354492
	Iteration 5F: 3 clusters Score -2.004552e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -20055972.000000 Penalty: 5951.354492
	Iteration 6F: 3 clusters Score -2.005597e+07 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -20070014.000000 Penalty: 5951.354492
	Iteration 7F: 3 clusters Score -2.007001e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -20083048.000000 Penalty: 5951.354492
	Iteration 8F: 3 clusters Score -2.008305e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 158214 members 
Entering Unmasked Estep 
Score: -20089948.000000 Penalty: 5951.354492
	Iteration 9Q: 3 clusters Score -2.008995e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -20092466.000000 Penalty: 5951.354492
	Iteration 10Q: 3 clusters Score -2.009247e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 161780 members 
Entering Unmasked Estep 
Score: -20093208.000000 Penalty: 5951.354492
	Iteration 11Q: 3 clusters Score -2.009321e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -20093480.000000 Penalty: 5951.354492
	Iteration 12Q: 3 clusters Score -2.009348e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -20093568.000000 Penalty: 5951.354492
	Iteration 13Q: 3 clusters Score -2.009357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 162147 members 
Entering Unmasked Estep 
Score: -20093624.000000 Penalty: 5951.354492
	Iteration 14Q: 3 clusters Score -2.009362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -20093658.000000 Penalty: 5951.354492
	Iteration 15Q: 3 clusters Score -2.009366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -20093694.000000 Penalty: 5951.354492
	Iteration 16Q: 3 clusters Score -2.009369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -20093696.000000 Penalty: 5951.354492
	Iteration 17Q: 3 clusters Score -2.00937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -20093712.000000 Penalty: 5951.354492
	Iteration 18Q: 3 clusters Score -2.009371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -20093712.000000 Penalty: 5951.354492
	Iteration 19Q: 3 clusters Score -2.009371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -20093722.000000 Penalty: 5951.354492
	Iteration 20F: 3 clusters Score -2.009372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -20093716.000000 Penalty: 5951.354492
	Iteration 21Q: 3 clusters Score -2.009372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -20093730.000000 Penalty: 5951.354492
	Iteration 22Q: 3 clusters Score -2.009373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -20093724.000000 Penalty: 5951.354492
	Iteration 23Q: 3 clusters Score -2.009372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -20093732.000000 Penalty: 5951.354492
	Iteration 24Q: 3 clusters Score -2.009373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -20093732.000000 Penalty: 5951.354492
	Iteration 25Q: 3 clusters Score -2.009373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -20093734.000000 Penalty: 5951.354492
	Iteration 26Q: 3 clusters Score -2.009373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -20093734.000000 Penalty: 5951.354492
	Iteration 27Q: 3 clusters Score -2.009373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -20093734.000000 Penalty: 5951.354492
	Iteration 28F: 3 clusters Score -2.009373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Entering Unmasked Estep 
Score: -2196639.000000 Penalty: 2419.553223
	Iteration 0F: 2 clusters Score -2196639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2184381.250000 Penalty: 4839.106445
	Iteration 0F: 3 clusters Score -2184381 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2188460.750000 Penalty: 4839.106445
	Iteration 1F: 3 clusters Score -2188461 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2188928.000000 Penalty: 4839.106445
	Iteration 2F: 3 clusters Score -2188928 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2189345.250000 Penalty: 4839.106445
	Iteration 3F: 3 clusters Score -2189345 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2189726.000000 Penalty: 4839.106445
	Iteration 4Q: 3 clusters Score -2189726 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2190151.000000 Penalty: 4839.106445
	Iteration 5Q: 3 clusters Score -2190151 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2190698.250000 Penalty: 4839.106445
	Iteration 6F: 3 clusters Score -2190698 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2191336.000000 Penalty: 4839.106445
	Iteration 7F: 3 clusters Score -2191336 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2192058.750000 Penalty: 4839.106445
	Iteration 8F: 3 clusters Score -2192059 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2192757.500000 Penalty: 4839.106445
	Iteration 9F: 3 clusters Score -2192758 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2193310.250000 Penalty: 4839.106445
	Iteration 10Q: 3 clusters Score -2193310 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2193770.750000 Penalty: 4839.106445
	Iteration 11Q: 3 clusters Score -2193771 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2194033.750000 Penalty: 4839.106445
	Iteration 12Q: 3 clusters Score -2194034 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2194203.250000 Penalty: 4839.106445
	Iteration 13Q: 3 clusters Score -2194203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2194278.750000 Penalty: 4839.106445
	Iteration 14Q: 3 clusters Score -2194279 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2194347.500000 Penalty: 4839.106445
	Iteration 15Q: 3 clusters Score -2194348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2194400.500000 Penalty: 4839.106445
	Iteration 16Q: 3 clusters Score -2194400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2194442.500000 Penalty: 4839.106445
	Iteration 17Q: 3 clusters Score -2194442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2194463.000000 Penalty: 4839.106445
	Iteration 18Q: 3 clusters Score -2194463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2194486.000000 Penalty: 4839.106445
	Iteration 19Q: 3 clusters Score -2194486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2194500.750000 Penalty: 4839.106445
	Iteration 20F: 3 clusters Score -2194501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2194519.500000 Penalty: 4839.106445
	Iteration 21Q: 3 clusters Score -2194520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2194538.500000 Penalty: 4839.106445
	Iteration 22Q: 3 clusters Score -2194538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2194549.500000 Penalty: 4839.106445
	Iteration 23Q: 3 clusters Score -2194550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2194563.250000 Penalty: 4839.106445
	Iteration 24Q: 3 clusters Score -2194563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2194578.500000 Penalty: 4839.106445
	Iteration 25Q: 3 clusters Score -2194578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2194582.500000 Penalty: 4839.106445
	Iteration 26Q: 3 clusters Score -2194582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2194592.000000 Penalty: 4839.106445
	Iteration 27Q: 3 clusters Score -2194592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2194598.750000 Penalty: 4839.106445
	Iteration 28Q: 3 clusters Score -2194599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2194598.250000 Penalty: 4839.106445
	Iteration 29Q: 3 clusters Score -2194598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2194602.750000 Penalty: 4839.106445
	Iteration 30Q: 3 clusters Score -2194603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2194607.250000 Penalty: 4839.106445
	Iteration 31Q: 3 clusters Score -2194607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2194609.250000 Penalty: 4839.106445
	Iteration 32Q: 3 clusters Score -2194609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2194617.250000 Penalty: 4839.106445
	Iteration 33Q: 3 clusters Score -2194617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2194629.000000 Penalty: 4839.106445
	Iteration 34Q: 3 clusters Score -2194629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2194627.000000 Penalty: 4839.106445
	Iteration 35Q: 3 clusters Score -2194627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2194628.500000 Penalty: 4839.106445
	Iteration 36Q: 3 clusters Score -2194628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2194631.000000 Penalty: 4839.106445
	Iteration 37Q: 3 clusters Score -2194631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2194629.500000 Penalty: 4839.106445
	Iteration 38Q: 3 clusters Score -2194630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2194629.000000 Penalty: 4839.106445
	Iteration 39Q: 3 clusters Score -2194629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2194629.250000 Penalty: 4839.106445
	Iteration 40F: 3 clusters Score -2194629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2194630.250000 Penalty: 4839.106445
	Iteration 41Q: 3 clusters Score -2194630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2194630.250000 Penalty: 4839.106445
	Iteration 42Q: 3 clusters Score -2194630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2194630.250000 Penalty: 4839.106445
	Iteration 43F: 3 clusters Score -2194630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Entering Unmasked Estep 
Score: -7418078.500000 Penalty: 2722.906738
	Iteration 0F: 2 clusters Score -7418078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7378852.500000 Penalty: 5445.813477
	Iteration 0F: 3 clusters Score -7378852 nChanged 27179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7393892.000000 Penalty: 5445.813477
	Iteration 1F: 3 clusters Score -7393892 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -7394521.000000 Penalty: 5445.813477
	Iteration 2Q: 3 clusters Score -7394521 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7395269.000000 Penalty: 5445.813477
	Iteration 3Q: 3 clusters Score -7395269 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -7396099.000000 Penalty: 5445.813477
	Iteration 4Q: 3 clusters Score -7396099 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7396987.000000 Penalty: 5445.813477
	Iteration 5Q: 3 clusters Score -7396987 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -7397967.500000 Penalty: 5445.813477
	Iteration 6Q: 3 clusters Score -7397968 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7398997.500000 Penalty: 5445.813477
	Iteration 7Q: 3 clusters Score -7398998 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -7400336.500000 Penalty: 5445.813477
	Iteration 8Q: 3 clusters Score -7400336 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -7401917.000000 Penalty: 5445.813477
	Iteration 9Q: 3 clusters Score -7401917 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -7403929.000000 Penalty: 5445.813477
	Iteration 10F: 3 clusters Score -7403929 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -7406212.000000 Penalty: 5445.813477
	Iteration 11F: 3 clusters Score -7406212 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7408308.000000 Penalty: 5445.813477
	Iteration 12Q: 3 clusters Score -7408308 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -7409504.000000 Penalty: 5445.813477
	Iteration 13Q: 3 clusters Score -7409504 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7410115.000000 Penalty: 5445.813477
	Iteration 14Q: 3 clusters Score -7410115 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -7410569.500000 Penalty: 5445.813477
	Iteration 15Q: 3 clusters Score -7410570 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -7410984.000000 Penalty: 5445.813477
	Iteration 16Q: 3 clusters Score -7410984 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -7411313.500000 Penalty: 5445.813477
	Iteration 17Q: 3 clusters Score -7411314 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -7411615.000000 Penalty: 5445.813477
	Iteration 18Q: 3 clusters Score -7411615 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -7411869.000000 Penalty: 5445.813477
	Iteration 19Q: 3 clusters Score -7411869 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -7412122.000000 Penalty: 5445.813477
	Iteration 20F: 3 clusters Score -7412122 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -7412347.500000 Penalty: 5445.813477
	Iteration 21Q: 3 clusters Score -7412348 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -7412520.000000 Penalty: 5445.813477
	Iteration 22Q: 3 clusters Score -7412520 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -7412705.500000 Penalty: 5445.813477
	Iteration 23Q: 3 clusters Score -7412706 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -7412892.000000 Penalty: 5445.813477
	Iteration 24Q: 3 clusters Score -7412892 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -7413082.000000 Penalty: 5445.813477
	Iteration 25Q: 3 clusters Score -7413082 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -7413233.000000 Penalty: 5445.813477
	Iteration 26Q: 3 clusters Score -7413233 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -7413418.000000 Penalty: 5445.813477
	Iteration 27Q: 3 clusters Score -7413418 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -7413566.500000 Penalty: 5445.813477
	Iteration 28Q: 3 clusters Score -7413566 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -7413706.000000 Penalty: 5445.813477
	Iteration 29Q: 3 clusters Score -7413706 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -7413807.000000 Penalty: 5445.813477
	Iteration 30Q: 3 clusters Score -7413807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -7413916.500000 Penalty: 5445.813477
	Iteration 31Q: 3 clusters Score -7413916 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -7413983.500000 Penalty: 5445.813477
	Iteration 32Q: 3 clusters Score -7413984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7414074.000000 Penalty: 5445.813477
	Iteration 33Q: 3 clusters Score -7414074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7414136.000000 Penalty: 5445.813477
	Iteration 34Q: 3 clusters Score -7414136 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7414174.000000 Penalty: 5445.813477
	Iteration 35Q: 3 clusters Score -7414174 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -7414242.500000 Penalty: 5445.813477
	Iteration 36Q: 3 clusters Score -7414242 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -7414318.000000 Penalty: 5445.813477
	Iteration 37Q: 3 clusters Score -7414318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -7414368.000000 Penalty: 5445.813477
	Iteration 38Q: 3 clusters Score -7414368 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7414427.500000 Penalty: 5445.813477
	Iteration 39Q: 3 clusters Score -7414428 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7414491.000000 Penalty: 5445.813477
	Iteration 40F: 3 clusters Score -7414491 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -7414599.500000 Penalty: 5445.813477
	Iteration 41Q: 3 clusters Score -7414600 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -7414612.500000 Penalty: 5445.813477
	Iteration 42Q: 3 clusters Score -7414612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7414664.500000 Penalty: 5445.813477
	Iteration 43Q: 3 clusters Score -7414664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -7414724.000000 Penalty: 5445.813477
	Iteration 44Q: 3 clusters Score -7414724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7414766.000000 Penalty: 5445.813477
	Iteration 45Q: 3 clusters Score -7414766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7414791.000000 Penalty: 5445.813477
	Iteration 46Q: 3 clusters Score -7414791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7414825.500000 Penalty: 5445.813477
	Iteration 47Q: 3 clusters Score -7414826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7414857.500000 Penalty: 5445.813477
	Iteration 48Q: 3 clusters Score -7414858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7414894.500000 Penalty: 5445.813477
	Iteration 49Q: 3 clusters Score -7414894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -7414945.000000 Penalty: 5445.813477
	Iteration 50Q: 3 clusters Score -7414945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7414961.000000 Penalty: 5445.813477
	Iteration 51Q: 3 clusters Score -7414961 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7414972.500000 Penalty: 5445.813477
	Iteration 52Q: 3 clusters Score -7414972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7415025.500000 Penalty: 5445.813477
	Iteration 53Q: 3 clusters Score -7415026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -7415060.000000 Penalty: 5445.813477
	Iteration 54Q: 3 clusters Score -7415060 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7415090.500000 Penalty: 5445.813477
	Iteration 55Q: 3 clusters Score -7415090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -7415123.500000 Penalty: 5445.813477
	Iteration 56Q: 3 clusters Score -7415124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7415128.500000 Penalty: 5445.813477
	Iteration 57Q: 3 clusters Score -7415128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7415133.000000 Penalty: 5445.813477
	Iteration 58Q: 3 clusters Score -7415133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7415152.500000 Penalty: 5445.813477
	Iteration 59Q: 3 clusters Score -7415152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -7415171.500000 Penalty: 5445.813477
	Iteration 60F: 3 clusters Score -7415172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -7415189.000000 Penalty: 5445.813477
	Iteration 61Q: 3 clusters Score -7415189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -7415209.000000 Penalty: 5445.813477
	Iteration 62Q: 3 clusters Score -7415209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7415241.500000 Penalty: 5445.813477
	Iteration 63Q: 3 clusters Score -7415242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -7415252.000000 Penalty: 5445.813477
	Iteration 64Q: 3 clusters Score -7415252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7415273.000000 Penalty: 5445.813477
	Iteration 65Q: 3 clusters Score -7415273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -7415269.000000 Penalty: 5445.813477
	Iteration 66Q: 3 clusters Score -7415269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -7415307.000000 Penalty: 5445.813477
	Iteration 67Q: 3 clusters Score -7415307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7415329.000000 Penalty: 5445.813477
	Iteration 68Q: 3 clusters Score -7415329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -7415347.500000 Penalty: 5445.813477
	Iteration 69Q: 3 clusters Score -7415348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -7415386.000000 Penalty: 5445.813477
	Iteration 70Q: 3 clusters Score -7415386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -7415413.500000 Penalty: 5445.813477
	Iteration 71Q: 3 clusters Score -7415414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -7415422.500000 Penalty: 5445.813477
	Iteration 72Q: 3 clusters Score -7415422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7415449.000000 Penalty: 5445.813477
	Iteration 73Q: 3 clusters Score -7415449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -7415458.000000 Penalty: 5445.813477
	Iteration 74Q: 3 clusters Score -7415458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -7415480.500000 Penalty: 5445.813477
	Iteration 75Q: 3 clusters Score -7415480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -7415495.500000 Penalty: 5445.813477
	Iteration 76Q: 3 clusters Score -7415496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -7415503.000000 Penalty: 5445.813477
	Iteration 77Q: 3 clusters Score -7415503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7415518.000000 Penalty: 5445.813477
	Iteration 78Q: 3 clusters Score -7415518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7415527.000000 Penalty: 5445.813477
	Iteration 79Q: 3 clusters Score -7415527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -7415550.500000 Penalty: 5445.813477
	Iteration 80F: 3 clusters Score -7415550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -7415554.500000 Penalty: 5445.813477
	Iteration 81Q: 3 clusters Score -7415554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -7415575.500000 Penalty: 5445.813477
	Iteration 82Q: 3 clusters Score -7415576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -7415582.000000 Penalty: 5445.813477
	Iteration 83Q: 3 clusters Score -7415582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7415589.000000 Penalty: 5445.813477
	Iteration 84Q: 3 clusters Score -7415589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7415604.000000 Penalty: 5445.813477
	Iteration 85Q: 3 clusters Score -7415604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7415627.000000 Penalty: 5445.813477
	Iteration 86Q: 3 clusters Score -7415627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -7415631.500000 Penalty: 5445.813477
	Iteration 87Q: 3 clusters Score -7415632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -7415623.000000 Penalty: 5445.813477
	Iteration 88Q: 3 clusters Score -7415623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -7415644.000000 Penalty: 5445.813477
	Iteration 89Q: 3 clusters Score -7415644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7415638.000000 Penalty: 5445.813477
	Iteration 90Q: 3 clusters Score -7415638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7415650.500000 Penalty: 5445.813477
	Iteration 91Q: 3 clusters Score -7415650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -7415654.500000 Penalty: 5445.813477
	Iteration 92Q: 3 clusters Score -7415654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -7415663.500000 Penalty: 5445.813477
	Iteration 93Q: 3 clusters Score -7415664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -7415659.500000 Penalty: 5445.813477
	Iteration 94Q: 3 clusters Score -7415660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7415664.500000 Penalty: 5445.813477
	Iteration 95Q: 3 clusters Score -7415664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -7415663.000000 Penalty: 5445.813477
	Iteration 96Q: 3 clusters Score -7415663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -7415657.500000 Penalty: 5445.813477
	Iteration 97Q: 3 clusters Score -7415658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -7415662.500000 Penalty: 5445.813477
	Iteration 98Q: 3 clusters Score -7415662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7415669.500000 Penalty: 5445.813477
	Iteration 99Q: 3 clusters Score -7415670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -7415668.500000 Penalty: 5445.813477
	Iteration 100F: 3 clusters Score -7415668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -7415664.500000 Penalty: 5445.813477
	Iteration 101Q: 3 clusters Score -7415664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7415673.500000 Penalty: 5445.813477
	Iteration 102Q: 3 clusters Score -7415674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -7415670.000000 Penalty: 5445.813477
	Iteration 103Q: 3 clusters Score -7415670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -7415675.500000 Penalty: 5445.813477
	Iteration 104Q: 3 clusters Score -7415676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7415684.000000 Penalty: 5445.813477
	Iteration 105Q: 3 clusters Score -7415684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -7415688.000000 Penalty: 5445.813477
	Iteration 106Q: 3 clusters Score -7415688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7415687.000000 Penalty: 5445.813477
	Iteration 107Q: 3 clusters Score -7415687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7415687.000000 Penalty: 5445.813477
	Iteration 108F: 3 clusters Score -7415687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (353853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353853 members 
Entering Unmasked Estep 
Score: -44347152.000000 Penalty: 3168.605957
	Iteration 0F: 2 clusters Score -4.434715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 176948 members 
Entering Unmasked Estep 
Score: -44129716.000000 Penalty: 6337.211914
	Iteration 0F: 3 clusters Score -4.412972e+07 nChanged 171934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176893 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -44232904.000000 Penalty: 6337.211914
	Iteration 1F: 3 clusters Score -4.42329e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 176673 members 
Entering Unmasked Estep 
Score: -44235400.000000 Penalty: 6337.211914
	Iteration 2Q: 3 clusters Score -4.42354e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -44238480.000000 Penalty: 6337.211914
	Iteration 3Q: 3 clusters Score -4.423848e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 176846 members 
Entering Unmasked Estep 
Score: -44242548.000000 Penalty: 6337.211914
	Iteration 4Q: 3 clusters Score -4.424255e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -44247568.000000 Penalty: 6337.211914
	Iteration 5Q: 3 clusters Score -4.424757e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 179669 members 
Entering Unmasked Estep 
Score: -44254068.000000 Penalty: 6337.211914
	Iteration 6Q: 3 clusters Score -4.425407e+07 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 183244 members 
Entering Unmasked Estep 
Score: -44263664.000000 Penalty: 6337.211914
	Iteration 7Q: 3 clusters Score -4.426366e+07 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 188349 members 
Entering Unmasked Estep 
Score: -44276600.000000 Penalty: 6337.211914
	Iteration 8F: 3 clusters Score -4.42766e+07 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159355 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -44290020.000000 Penalty: 6337.211914
	Iteration 9F: 3 clusters Score -4.429002e+07 nChanged 18855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 200655 members 
Entering Unmasked Estep 
Score: -44299704.000000 Penalty: 6337.211914
	Iteration 10F: 3 clusters Score -4.42997e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -44304608.000000 Penalty: 6337.211914
	Iteration 11Q: 3 clusters Score -4.430461e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 210281 members 
Entering Unmasked Estep 
Score: -44306580.000000 Penalty: 6337.211914
	Iteration 12Q: 3 clusters Score -4.430658e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 214466 members 
Entering Unmasked Estep 
Score: -44307540.000000 Penalty: 6337.211914
	Iteration 13Q: 3 clusters Score -4.430754e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135112 members 
Mstep: Class 2 contains 218741 members 
Entering Unmasked Estep 
Score: -44308732.000000 Penalty: 6337.211914
	Iteration 14Q: 3 clusters Score -4.430873e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 223248 members 
Entering Unmasked Estep 
Score: -44309556.000000 Penalty: 6337.211914
	Iteration 15Q: 3 clusters Score -4.430956e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 227956 members 
Entering Unmasked Estep 
Score: -44310328.000000 Penalty: 6337.211914
	Iteration 16Q: 3 clusters Score -4.431033e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 232848 members 
Entering Unmasked Estep 
Score: -44311732.000000 Penalty: 6337.211914
	Iteration 17Q: 3 clusters Score -4.431173e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 237847 members 
Entering Unmasked Estep 
Score: -44313064.000000 Penalty: 6337.211914
	Iteration 18Q: 3 clusters Score -4.431306e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 243086 members 
Entering Unmasked Estep 
Score: -44314072.000000 Penalty: 6337.211914
	Iteration 19Q: 3 clusters Score -4.431407e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 248481 members 
Entering Unmasked Estep 
Score: -44315076.000000 Penalty: 6337.211914
	Iteration 20F: 3 clusters Score -4.431508e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 253935 members 
Entering Unmasked Estep 
Score: -44316264.000000 Penalty: 6337.211914
	Iteration 21Q: 3 clusters Score -4.431626e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 259708 members 
Entering Unmasked Estep 
Score: -44317568.000000 Penalty: 6337.211914
	Iteration 22Q: 3 clusters Score -4.431757e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 265808 members 
Entering Unmasked Estep 
Score: -44318748.000000 Penalty: 6337.211914
	Iteration 23Q: 3 clusters Score -4.431875e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 271960 members 
Entering Unmasked Estep 
Score: -44320360.000000 Penalty: 6337.211914
	Iteration 24Q: 3 clusters Score -4.432036e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 278130 members 
Entering Unmasked Estep 
Score: -44321612.000000 Penalty: 6337.211914
	Iteration 25Q: 3 clusters Score -4.432161e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 284317 members 
Entering Unmasked Estep 
Score: -44322652.000000 Penalty: 6337.211914
	Iteration 26Q: 3 clusters Score -4.432265e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 290520 members 
Entering Unmasked Estep 
Score: -44324152.000000 Penalty: 6337.211914
	Iteration 27Q: 3 clusters Score -4.432415e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 296947 members 
Entering Unmasked Estep 
Score: -44325716.000000 Penalty: 6337.211914
	Iteration 28Q: 3 clusters Score -4.432572e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 303273 members 
Entering Unmasked Estep 
Score: -44327332.000000 Penalty: 6337.211914
	Iteration 29Q: 3 clusters Score -4.432733e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 309372 members 
Entering Unmasked Estep 
Score: -44328900.000000 Penalty: 6337.211914
	Iteration 30Q: 3 clusters Score -4.43289e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 315283 members 
Entering Unmasked Estep 
Score: -44330784.000000 Penalty: 6337.211914
	Iteration 31Q: 3 clusters Score -4.433078e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 320808 members 
Entering Unmasked Estep 
Score: -44332968.000000 Penalty: 6337.211914
	Iteration 32Q: 3 clusters Score -4.433297e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 325981 members 
Entering Unmasked Estep 
Score: -44334720.000000 Penalty: 6337.211914
	Iteration 33Q: 3 clusters Score -4.433472e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 330729 members 
Entering Unmasked Estep 
Score: -44337208.000000 Penalty: 6337.211914
	Iteration 34Q: 3 clusters Score -4.433721e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 334918 members 
Entering Unmasked Estep 
Score: -44339204.000000 Penalty: 6337.211914
	Iteration 35Q: 3 clusters Score -4.43392e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 338568 members 
Entering Unmasked Estep 
Score: -44340792.000000 Penalty: 6337.211914
	Iteration 36Q: 3 clusters Score -4.434079e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 341626 members 
Entering Unmasked Estep 
Score: -44342244.000000 Penalty: 6337.211914
	Iteration 37Q: 3 clusters Score -4.434224e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 344092 members 
Entering Unmasked Estep 
Score: -44343572.000000 Penalty: 6337.211914
	Iteration 38Q: 3 clusters Score -4.434357e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 345912 members 
Entering Unmasked Estep 
Score: -44344396.000000 Penalty: 6337.211914
	Iteration 39Q: 3 clusters Score -4.43444e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 347243 members 
Entering Unmasked Estep 
Score: -44345056.000000 Penalty: 6337.211914
	Iteration 40F: 3 clusters Score -4.434506e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 348323 members 
Entering Unmasked Estep 
Score: -44345496.000000 Penalty: 6337.211914
	Iteration 41Q: 3 clusters Score -4.43455e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 349096 members 
Entering Unmasked Estep 
Score: -44345888.000000 Penalty: 6337.211914
	Iteration 42Q: 3 clusters Score -4.434589e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 349647 members 
Entering Unmasked Estep 
Score: -44346036.000000 Penalty: 6337.211914
	Iteration 43Q: 3 clusters Score -4.434604e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 350062 members 
Entering Unmasked Estep 
Score: -44346120.000000 Penalty: 6337.211914
	Iteration 44Q: 3 clusters Score -4.434612e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 350369 members 
Entering Unmasked Estep 
Score: -44346088.000000 Penalty: 6337.211914
	Iteration 45Q: 3 clusters Score -4.434609e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 350575 members 
Entering Unmasked Estep 
Score: -44346192.000000 Penalty: 6337.211914
	Iteration 46Q: 3 clusters Score -4.434619e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 350739 members 
Entering Unmasked Estep 
Score: -44346232.000000 Penalty: 6337.211914
	Iteration 47Q: 3 clusters Score -4.434623e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 350876 members 
Entering Unmasked Estep 
Score: -44346256.000000 Penalty: 6337.211914
	Iteration 48Q: 3 clusters Score -4.434626e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 350980 members 
Entering Unmasked Estep 
Score: -44346240.000000 Penalty: 6337.211914
	Iteration 49Q: 3 clusters Score -4.434624e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 351068 members 
Entering Unmasked Estep 
Score: -44346164.000000 Penalty: 6337.211914
	Iteration 50Q: 3 clusters Score -4.434616e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 351134 members 
Entering Unmasked Estep 
Score: -44346212.000000 Penalty: 6337.211914
	Iteration 51Q: 3 clusters Score -4.434621e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 351206 members 
Entering Unmasked Estep 
Score: -44346248.000000 Penalty: 6337.211914
	Iteration 52Q: 3 clusters Score -4.434625e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 351257 members 
Entering Unmasked Estep 
Score: -44346248.000000 Penalty: 6337.211914
	Iteration 53Q: 3 clusters Score -4.434625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 351300 members 
Entering Unmasked Estep 
Score: -44346252.000000 Penalty: 6337.211914
	Iteration 54Q: 3 clusters Score -4.434625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 351340 members 
Entering Unmasked Estep 
Score: -44346284.000000 Penalty: 6337.211914
	Iteration 55Q: 3 clusters Score -4.434628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 351373 members 
Entering Unmasked Estep 
Score: -44346264.000000 Penalty: 6337.211914
	Iteration 56Q: 3 clusters Score -4.434626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 351391 members 
Entering Unmasked Estep 
Score: -44346256.000000 Penalty: 6337.211914
	Iteration 57Q: 3 clusters Score -4.434626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 351410 members 
Entering Unmasked Estep 
Score: -44346264.000000 Penalty: 6337.211914
	Iteration 58Q: 3 clusters Score -4.434626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 351428 members 
Entering Unmasked Estep 
Score: -44346308.000000 Penalty: 6337.211914
	Iteration 59Q: 3 clusters Score -4.434631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 351437 members 
Entering Unmasked Estep 
Score: -44346296.000000 Penalty: 6337.211914
	Iteration 60F: 3 clusters Score -4.43463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 351452 members 
Entering Unmasked Estep 
Score: -44346332.000000 Penalty: 6337.211914
	Iteration 61Q: 3 clusters Score -4.434633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 351462 members 
Entering Unmasked Estep 
Score: -44346316.000000 Penalty: 6337.211914
	Iteration 62Q: 3 clusters Score -4.434632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 351476 members 
Entering Unmasked Estep 
Score: -44346328.000000 Penalty: 6337.211914
	Iteration 63Q: 3 clusters Score -4.434633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 351485 members 
Entering Unmasked Estep 
Score: -44346332.000000 Penalty: 6337.211914
	Iteration 64Q: 3 clusters Score -4.434633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 351494 members 
Entering Unmasked Estep 
Score: -44346320.000000 Penalty: 6337.211914
	Iteration 65Q: 3 clusters Score -4.434632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 351497 members 
Entering Unmasked Estep 
Score: -44346308.000000 Penalty: 6337.211914
	Iteration 66Q: 3 clusters Score -4.434631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 351499 members 
Entering Unmasked Estep 
Score: -44346324.000000 Penalty: 6337.211914
	Iteration 67Q: 3 clusters Score -4.434632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 351504 members 
Entering Unmasked Estep 
Score: -44346324.000000 Penalty: 6337.211914
	Iteration 68Q: 3 clusters Score -4.434632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 351507 members 
Entering Unmasked Estep 
Score: -44346312.000000 Penalty: 6337.211914
	Iteration 69Q: 3 clusters Score -4.434631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 351509 members 
Entering Unmasked Estep 
Score: -44346332.000000 Penalty: 6337.211914
	Iteration 70Q: 3 clusters Score -4.434633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 351510 members 
Entering Unmasked Estep 
Score: -44346320.000000 Penalty: 6337.211914
	Iteration 71Q: 3 clusters Score -4.434632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 351512 members 
Entering Unmasked Estep 
Score: -44346324.000000 Penalty: 6337.211914
	Iteration 72Q: 3 clusters Score -4.434632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 351512 members 
Entering Unmasked Estep 
Score: -44346324.000000 Penalty: 6337.211914
	Iteration 73F: 3 clusters Score -4.434632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -713101.437500 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -713101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -708081.250000 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -708081.2 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -709304.187500 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -709304.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -709571.625000 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -709571.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -709736.187500 Penalty: 4295.657715
	Iteration 3F: 3 clusters Score -709736.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -709850.000000 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -709850 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -709941.687500 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -709941.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -710040.312500 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -710040.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -710131.937500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -710131.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -710229.125000 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -710229.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -710312.875000 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -710312.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -710389.500000 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -710389.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -710468.062500 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -710468.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -710538.000000 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -710538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -710599.937500 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -710599.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -710662.437500 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -710662.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -710727.375000 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -710727.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -710799.812500 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -710799.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -710857.187500 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -710857.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -710914.500000 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -710914.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -710965.000000 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -710965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -711019.125000 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -711019.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -711064.875000 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -711064.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -711096.812500 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -711096.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -711126.437500 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -711126.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -711152.750000 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -711152.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -711172.000000 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -711172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -711187.875000 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -711187.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -711198.812500 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -711198.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -711212.562500 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -711212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -711221.312500 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -711221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -711234.187500 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -711234.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -711250.062500 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -711250.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -711265.125000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -711265.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -711276.250000 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -711276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -711287.437500 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -711287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -711299.000000 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -711299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -711309.375000 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -711309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -711321.000000 Penalty: 4295.657715
	Iteration 37Q: 3 clusters Score -711321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -711324.937500 Penalty: 4295.657715
	Iteration 38Q: 3 clusters Score -711324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -711329.187500 Penalty: 4295.657715
	Iteration 39Q: 3 clusters Score -711329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -711331.562500 Penalty: 4295.657715
	Iteration 40F: 3 clusters Score -711331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -711333.750000 Penalty: 4295.657715
	Iteration 41Q: 3 clusters Score -711333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -711333.750000 Penalty: 4295.657715
	Iteration 42F: 3 clusters Score -711333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -78846.804688 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -78846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77147.453125 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -77147.45 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77384.390625 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -77384.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77469.382812 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -77469.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77550.445312 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -77550.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77618.039062 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -77618.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77650.601562 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -77650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77685.656250 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -77685.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77709.898438 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -77709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77724.820312 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -77724.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77737.656250 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -77737.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77759.554688 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -77759.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77787.359375 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -77787.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77838.953125 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -77838.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77888.429688 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -77888.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77934.859375 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -77934.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78021.000000 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -78021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78088.531250 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -78088.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78121.140625 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -78121.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78156.843750 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -78156.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78200.656250 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -78200.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78255.351562 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -78255.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78324.656250 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -78324.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78394.421875 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -78394.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78424.437500 Penalty: 3272.860352
	Iteration 23Q: 3 clusters Score -78424.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78446.929688 Penalty: 3272.860352
	Iteration 24Q: 3 clusters Score -78446.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78477.554688 Penalty: 3272.860352
	Iteration 25Q: 3 clusters Score -78477.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78502.601562 Penalty: 3272.860352
	Iteration 26Q: 3 clusters Score -78502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78535.164062 Penalty: 3272.860352
	Iteration 27Q: 3 clusters Score -78535.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78555.250000 Penalty: 3272.860352
	Iteration 28Q: 3 clusters Score -78555.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78570.875000 Penalty: 3272.860352
	Iteration 29Q: 3 clusters Score -78570.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78580.539062 Penalty: 3272.860352
	Iteration 30Q: 3 clusters Score -78580.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78587.437500 Penalty: 3272.860352
	Iteration 31Q: 3 clusters Score -78587.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78587.437500 Penalty: 3272.860352
	Iteration 32F: 3 clusters Score -78587.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Entering Unmasked Estep 
Score: -1338696.375000 Penalty: 2313.660889
	Iteration 0F: 2 clusters Score -1338696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1330187.250000 Penalty: 4627.321777
	Iteration 0F: 3 clusters Score -1330187 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1332877.375000 Penalty: 4627.321777
	Iteration 1F: 3 clusters Score -1332877 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1333380.375000 Penalty: 4627.321777
	Iteration 2F: 3 clusters Score -1333380 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1333775.875000 Penalty: 4627.321777
	Iteration 3F: 3 clusters Score -1333776 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1334093.000000 Penalty: 4627.321777
	Iteration 4F: 3 clusters Score -1334093 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1334337.250000 Penalty: 4627.321777
	Iteration 5Q: 3 clusters Score -1334337 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1334564.250000 Penalty: 4627.321777
	Iteration 6Q: 3 clusters Score -1334564 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1334780.375000 Penalty: 4627.321777
	Iteration 7Q: 3 clusters Score -1334780 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1334986.625000 Penalty: 4627.321777
	Iteration 8Q: 3 clusters Score -1334987 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1335178.250000 Penalty: 4627.321777
	Iteration 9Q: 3 clusters Score -1335178 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1335361.000000 Penalty: 4627.321777
	Iteration 10Q: 3 clusters Score -1335361 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1335545.500000 Penalty: 4627.321777
	Iteration 11Q: 3 clusters Score -1335546 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1335712.750000 Penalty: 4627.321777
	Iteration 12Q: 3 clusters Score -1335713 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1335835.875000 Penalty: 4627.321777
	Iteration 13Q: 3 clusters Score -1335836 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1335923.375000 Penalty: 4627.321777
	Iteration 14Q: 3 clusters Score -1335923 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1335996.875000 Penalty: 4627.321777
	Iteration 15Q: 3 clusters Score -1335997 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1336067.125000 Penalty: 4627.321777
	Iteration 16Q: 3 clusters Score -1336067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1336139.250000 Penalty: 4627.321777
	Iteration 17Q: 3 clusters Score -1336139 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1336198.375000 Penalty: 4627.321777
	Iteration 18Q: 3 clusters Score -1336198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1336252.500000 Penalty: 4627.321777
	Iteration 19Q: 3 clusters Score -1336252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1336297.875000 Penalty: 4627.321777
	Iteration 20F: 3 clusters Score -1336298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1336343.125000 Penalty: 4627.321777
	Iteration 21Q: 3 clusters Score -1336343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1336388.000000 Penalty: 4627.321777
	Iteration 22Q: 3 clusters Score -1336388 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1336431.500000 Penalty: 4627.321777
	Iteration 23Q: 3 clusters Score -1336432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1336453.625000 Penalty: 4627.321777
	Iteration 24Q: 3 clusters Score -1336454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1336472.000000 Penalty: 4627.321777
	Iteration 25Q: 3 clusters Score -1336472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1336481.125000 Penalty: 4627.321777
	Iteration 26Q: 3 clusters Score -1336481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1336495.125000 Penalty: 4627.321777
	Iteration 27Q: 3 clusters Score -1336495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1336496.875000 Penalty: 4627.321777
	Iteration 28Q: 3 clusters Score -1336497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1336500.500000 Penalty: 4627.321777
	Iteration 29Q: 3 clusters Score -1336500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1336512.500000 Penalty: 4627.321777
	Iteration 30Q: 3 clusters Score -1336512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1336518.125000 Penalty: 4627.321777
	Iteration 31Q: 3 clusters Score -1336518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1336523.250000 Penalty: 4627.321777
	Iteration 32Q: 3 clusters Score -1336523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1336524.750000 Penalty: 4627.321777
	Iteration 33Q: 3 clusters Score -1336525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1336526.875000 Penalty: 4627.321777
	Iteration 34Q: 3 clusters Score -1336527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1336532.125000 Penalty: 4627.321777
	Iteration 35Q: 3 clusters Score -1336532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1336535.500000 Penalty: 4627.321777
	Iteration 36Q: 3 clusters Score -1336536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1336538.625000 Penalty: 4627.321777
	Iteration 37Q: 3 clusters Score -1336539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1336540.875000 Penalty: 4627.321777
	Iteration 38Q: 3 clusters Score -1336541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1336551.000000 Penalty: 4627.321777
	Iteration 39Q: 3 clusters Score -1336551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1336557.375000 Penalty: 4627.321777
	Iteration 40F: 3 clusters Score -1336557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1336559.625000 Penalty: 4627.321777
	Iteration 41Q: 3 clusters Score -1336560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1336563.250000 Penalty: 4627.321777
	Iteration 42Q: 3 clusters Score -1336563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1336564.625000 Penalty: 4627.321777
	Iteration 43Q: 3 clusters Score -1336565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1336572.500000 Penalty: 4627.321777
	Iteration 44Q: 3 clusters Score -1336572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1336572.250000 Penalty: 4627.321777
	Iteration 45Q: 3 clusters Score -1336572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1336577.500000 Penalty: 4627.321777
	Iteration 46Q: 3 clusters Score -1336578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1336576.500000 Penalty: 4627.321777
	Iteration 47Q: 3 clusters Score -1336576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1336581.000000 Penalty: 4627.321777
	Iteration 48Q: 3 clusters Score -1336581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1336582.000000 Penalty: 4627.321777
	Iteration 49Q: 3 clusters Score -1336582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1336588.125000 Penalty: 4627.321777
	Iteration 50Q: 3 clusters Score -1336588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1336590.000000 Penalty: 4627.321777
	Iteration 51Q: 3 clusters Score -1336590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1336602.250000 Penalty: 4627.321777
	Iteration 52Q: 3 clusters Score -1336602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1336604.875000 Penalty: 4627.321777
	Iteration 53Q: 3 clusters Score -1336605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1336605.000000 Penalty: 4627.321777
	Iteration 54Q: 3 clusters Score -1336605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1336612.625000 Penalty: 4627.321777
	Iteration 55Q: 3 clusters Score -1336613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1336610.875000 Penalty: 4627.321777
	Iteration 56Q: 3 clusters Score -1336611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1336615.875000 Penalty: 4627.321777
	Iteration 57Q: 3 clusters Score -1336616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1336616.750000 Penalty: 4627.321777
	Iteration 58Q: 3 clusters Score -1336617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1336616.625000 Penalty: 4627.321777
	Iteration 59Q: 3 clusters Score -1336617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1336623.500000 Penalty: 4627.321777
	Iteration 60F: 3 clusters Score -1336624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1336626.875000 Penalty: 4627.321777
	Iteration 61Q: 3 clusters Score -1336627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1336628.750000 Penalty: 4627.321777
	Iteration 62Q: 3 clusters Score -1336629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1336634.625000 Penalty: 4627.321777
	Iteration 63Q: 3 clusters Score -1336635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1336636.250000 Penalty: 4627.321777
	Iteration 64Q: 3 clusters Score -1336636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1336639.125000 Penalty: 4627.321777
	Iteration 65Q: 3 clusters Score -1336639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1336647.375000 Penalty: 4627.321777
	Iteration 66Q: 3 clusters Score -1336647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1336657.625000 Penalty: 4627.321777
	Iteration 67Q: 3 clusters Score -1336658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1336662.625000 Penalty: 4627.321777
	Iteration 68Q: 3 clusters Score -1336663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1336669.875000 Penalty: 4627.321777
	Iteration 69Q: 3 clusters Score -1336670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1336673.375000 Penalty: 4627.321777
	Iteration 70Q: 3 clusters Score -1336673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1336680.000000 Penalty: 4627.321777
	Iteration 71Q: 3 clusters Score -1336680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1336683.375000 Penalty: 4627.321777
	Iteration 72Q: 3 clusters Score -1336683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1336689.750000 Penalty: 4627.321777
	Iteration 73Q: 3 clusters Score -1336690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1336693.250000 Penalty: 4627.321777
	Iteration 74Q: 3 clusters Score -1336693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1336698.250000 Penalty: 4627.321777
	Iteration 75Q: 3 clusters Score -1336698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1336701.000000 Penalty: 4627.321777
	Iteration 76Q: 3 clusters Score -1336701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1336711.500000 Penalty: 4627.321777
	Iteration 77Q: 3 clusters Score -1336712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1336717.500000 Penalty: 4627.321777
	Iteration 78Q: 3 clusters Score -1336718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1336726.125000 Penalty: 4627.321777
	Iteration 79Q: 3 clusters Score -1336726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1336726.875000 Penalty: 4627.321777
	Iteration 80F: 3 clusters Score -1336727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1336731.500000 Penalty: 4627.321777
	Iteration 81Q: 3 clusters Score -1336732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1336737.625000 Penalty: 4627.321777
	Iteration 82Q: 3 clusters Score -1336738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1336740.250000 Penalty: 4627.321777
	Iteration 83Q: 3 clusters Score -1336740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1336739.750000 Penalty: 4627.321777
	Iteration 84Q: 3 clusters Score -1336740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1336741.000000 Penalty: 4627.321777
	Iteration 85Q: 3 clusters Score -1336741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1336742.125000 Penalty: 4627.321777
	Iteration 86Q: 3 clusters Score -1336742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1336739.375000 Penalty: 4627.321777
	Iteration 87Q: 3 clusters Score -1336739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1336741.250000 Penalty: 4627.321777
	Iteration 88Q: 3 clusters Score -1336741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1336742.375000 Penalty: 4627.321777
	Iteration 89Q: 3 clusters Score -1336742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1336742.500000 Penalty: 4627.321777
	Iteration 90Q: 3 clusters Score -1336742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1336742.375000 Penalty: 4627.321777
	Iteration 91Q: 3 clusters Score -1336742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1336742.875000 Penalty: 4627.321777
	Iteration 92Q: 3 clusters Score -1336743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1336743.125000 Penalty: 4627.321777
	Iteration 93Q: 3 clusters Score -1336743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1336743.000000 Penalty: 4627.321777
	Iteration 94Q: 3 clusters Score -1336743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1336744.125000 Penalty: 4627.321777
	Iteration 95Q: 3 clusters Score -1336744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1336742.750000 Penalty: 4627.321777
	Iteration 96Q: 3 clusters Score -1336743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1336745.375000 Penalty: 4627.321777
	Iteration 97Q: 3 clusters Score -1336745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1336745.375000 Penalty: 4627.321777
	Iteration 98Q: 3 clusters Score -1336745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1336747.500000 Penalty: 4627.321777
	Iteration 99Q: 3 clusters Score -1336748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1336748.750000 Penalty: 4627.321777
	Iteration 100F: 3 clusters Score -1336749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1336748.500000 Penalty: 4627.321777
	Iteration 101Q: 3 clusters Score -1336748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1336750.500000 Penalty: 4627.321777
	Iteration 102Q: 3 clusters Score -1336750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1336749.875000 Penalty: 4627.321777
	Iteration 103Q: 3 clusters Score -1336750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1336748.500000 Penalty: 4627.321777
	Iteration 104Q: 3 clusters Score -1336748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1336750.000000 Penalty: 4627.321777
	Iteration 105Q: 3 clusters Score -1336750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1336751.250000 Penalty: 4627.321777
	Iteration 106Q: 3 clusters Score -1336751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1336750.125000 Penalty: 4627.321777
	Iteration 107Q: 3 clusters Score -1336750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1336750.000000 Penalty: 4627.321777
	Iteration 108Q: 3 clusters Score -1336750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1336750.000000 Penalty: 4627.321777
	Iteration 109F: 3 clusters Score -1336750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -276347.093750 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -276347.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -273369.687500 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -273369.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -274081.375000 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -274081.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -274305.843750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -274305.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -274464.875000 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -274464.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -274618.687500 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -274618.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274704.906250 Penalty: 3903.412842
	Iteration 5Q: 3 clusters Score -274704.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -274758.656250 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -274758.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -274800.375000 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -274800.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -274844.812500 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -274844.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -274874.625000 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -274874.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274894.468750 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -274894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274924.843750 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -274924.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -274942.781250 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -274942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274957.875000 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -274957.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -274975.468750 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -274975.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -274987.031250 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -274987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -274999.281250 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -274999.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -275011.812500 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -275011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -275019.781250 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -275019.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -275030.500000 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -275030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -275034.250000 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -275034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -275039.500000 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -275039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -275044.093750 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -275044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -275049.843750 Penalty: 3903.412842
	Iteration 23Q: 3 clusters Score -275049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275052.468750 Penalty: 3903.412842
	Iteration 24Q: 3 clusters Score -275052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275055.343750 Penalty: 3903.412842
	Iteration 25Q: 3 clusters Score -275055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275055.875000 Penalty: 3903.412842
	Iteration 26Q: 3 clusters Score -275055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275056.281250 Penalty: 3903.412842
	Iteration 27Q: 3 clusters Score -275056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275056.781250 Penalty: 3903.412842
	Iteration 28Q: 3 clusters Score -275056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275056.781250 Penalty: 3903.412842
	Iteration 29F: 3 clusters Score -275056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -69259.117188 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -69259.12 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 275 members 
Entering Unmasked Estep 
Score: -67664.476562 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -67664.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67910.281250 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -67910.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68002.890625 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -68002.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68066.273438 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -68066.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68115.117188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -68115.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68148.851562 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -68148.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68162.507812 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -68162.51 nChanged 5
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: -68173.125000 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -68173.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68183.304688 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -68183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68193.171875 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -68193.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68207.453125 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -68207.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68227.585938 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -68227.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68235.882812 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -68235.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68248.320312 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -68248.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68259.382812 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -68259.38 nChanged 3
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: -68264.523438 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -68264.52 nChanged 2
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: -68272.757812 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -68272.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68282.226562 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -68282.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68293.656250 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -68293.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68307.757812 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -68307.76 nChanged 6
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: -68316.921875 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -68316.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68318.585938 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -68318.59 nChanged 4
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: -68324.125000 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -68324.12 nChanged 0
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: -68324.125000 Penalty: 3177.812500
	Iteration 23F: 3 clusters Score -68324.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Entering Unmasked Estep 
Score: -4680927.000000 Penalty: 2614.892090
	Iteration 0F: 2 clusters Score -4680927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4655212.000000 Penalty: 5229.784180
	Iteration 0F: 3 clusters Score -4655212 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4664507.000000 Penalty: 5229.784180
	Iteration 1F: 3 clusters Score -4664507 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4664959.000000 Penalty: 5229.784180
	Iteration 2Q: 3 clusters Score -4664959 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4665399.500000 Penalty: 5229.784180
	Iteration 3Q: 3 clusters Score -4665400 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4665935.500000 Penalty: 5229.784180
	Iteration 4Q: 3 clusters Score -4665936 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4666644.000000 Penalty: 5229.784180
	Iteration 5Q: 3 clusters Score -4666644 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4667596.500000 Penalty: 5229.784180
	Iteration 6Q: 3 clusters Score -4667596 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4668679.000000 Penalty: 5229.784180
	Iteration 7F: 3 clusters Score -4668679 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4669853.500000 Penalty: 5229.784180
	Iteration 8F: 3 clusters Score -4669854 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4671173.000000 Penalty: 5229.784180
	Iteration 9F: 3 clusters Score -4671173 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4672692.500000 Penalty: 5229.784180
	Iteration 10F: 3 clusters Score -4672692 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4674187.500000 Penalty: 5229.784180
	Iteration 11F: 3 clusters Score -4674188 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4675356.000000 Penalty: 5229.784180
	Iteration 12Q: 3 clusters Score -4675356 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4676111.500000 Penalty: 5229.784180
	Iteration 13Q: 3 clusters Score -4676112 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -4676715.500000 Penalty: 5229.784180
	Iteration 14Q: 3 clusters Score -4676716 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4677205.500000 Penalty: 5229.784180
	Iteration 15Q: 3 clusters Score -4677206 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -4677668.500000 Penalty: 5229.784180
	Iteration 16Q: 3 clusters Score -4677668 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4678095.000000 Penalty: 5229.784180
	Iteration 17Q: 3 clusters Score -4678095 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4678529.000000 Penalty: 5229.784180
	Iteration 18Q: 3 clusters Score -4678529 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4678926.500000 Penalty: 5229.784180
	Iteration 19Q: 3 clusters Score -4678926 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4679242.000000 Penalty: 5229.784180
	Iteration 20F: 3 clusters Score -4679242 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -4679520.000000 Penalty: 5229.784180
	Iteration 21Q: 3 clusters Score -4679520 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4679748.500000 Penalty: 5229.784180
	Iteration 22Q: 3 clusters Score -4679748 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4679926.500000 Penalty: 5229.784180
	Iteration 23Q: 3 clusters Score -4679926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4680029.500000 Penalty: 5229.784180
	Iteration 24Q: 3 clusters Score -4680030 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4680124.000000 Penalty: 5229.784180
	Iteration 25Q: 3 clusters Score -4680124 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4680196.000000 Penalty: 5229.784180
	Iteration 26Q: 3 clusters Score -4680196 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4680242.000000 Penalty: 5229.784180
	Iteration 27Q: 3 clusters Score -4680242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4680275.000000 Penalty: 5229.784180
	Iteration 28Q: 3 clusters Score -4680275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4680295.500000 Penalty: 5229.784180
	Iteration 29Q: 3 clusters Score -4680296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4680308.500000 Penalty: 5229.784180
	Iteration 30Q: 3 clusters Score -4680308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4680334.500000 Penalty: 5229.784180
	Iteration 31Q: 3 clusters Score -4680334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4680343.000000 Penalty: 5229.784180
	Iteration 32Q: 3 clusters Score -4680343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4680357.500000 Penalty: 5229.784180
	Iteration 33Q: 3 clusters Score -4680358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4680359.000000 Penalty: 5229.784180
	Iteration 34Q: 3 clusters Score -4680359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4680364.500000 Penalty: 5229.784180
	Iteration 35Q: 3 clusters Score -4680364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4680377.000000 Penalty: 5229.784180
	Iteration 36Q: 3 clusters Score -4680377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4680395.000000 Penalty: 5229.784180
	Iteration 37Q: 3 clusters Score -4680395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4680411.500000 Penalty: 5229.784180
	Iteration 38Q: 3 clusters Score -4680412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4680409.000000 Penalty: 5229.784180
	Iteration 39Q: 3 clusters Score -4680409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4680410.000000 Penalty: 5229.784180
	Iteration 40F: 3 clusters Score -4680410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4680417.500000 Penalty: 5229.784180
	Iteration 41Q: 3 clusters Score -4680418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4680429.000000 Penalty: 5229.784180
	Iteration 42Q: 3 clusters Score -4680429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4680431.000000 Penalty: 5229.784180
	Iteration 43Q: 3 clusters Score -4680431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4680427.000000 Penalty: 5229.784180
	Iteration 44Q: 3 clusters Score -4680427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4680430.500000 Penalty: 5229.784180
	Iteration 45Q: 3 clusters Score -4680430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4680445.000000 Penalty: 5229.784180
	Iteration 46Q: 3 clusters Score -4680445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4680445.500000 Penalty: 5229.784180
	Iteration 47Q: 3 clusters Score -4680446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -4680448.500000 Penalty: 5229.784180
	Iteration 48Q: 3 clusters Score -4680448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4680446.500000 Penalty: 5229.784180
	Iteration 49Q: 3 clusters Score -4680446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4680438.500000 Penalty: 5229.784180
	Iteration 50Q: 3 clusters Score -4680438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4680443.500000 Penalty: 5229.784180
	Iteration 51Q: 3 clusters Score -4680444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4680454.000000 Penalty: 5229.784180
	Iteration 52Q: 3 clusters Score -4680454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4680452.000000 Penalty: 5229.784180
	Iteration 53Q: 3 clusters Score -4680452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4680449.500000 Penalty: 5229.784180
	Iteration 54Q: 3 clusters Score -4680450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4680449.500000 Penalty: 5229.784180
	Iteration 55Q: 3 clusters Score -4680450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4680454.500000 Penalty: 5229.784180
	Iteration 56Q: 3 clusters Score -4680454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4680455.000000 Penalty: 5229.784180
	Iteration 57Q: 3 clusters Score -4680455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4680456.000000 Penalty: 5229.784180
	Iteration 58Q: 3 clusters Score -4680456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4680451.500000 Penalty: 5229.784180
	Iteration 59Q: 3 clusters Score -4680452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4680452.500000 Penalty: 5229.784180
	Iteration 60F: 3 clusters Score -4680452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4680459.500000 Penalty: 5229.784180
	Iteration 61Q: 3 clusters Score -4680460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4680452.500000 Penalty: 5229.784180
	Iteration 62Q: 3 clusters Score -4680452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4680455.000000 Penalty: 5229.784180
	Iteration 63Q: 3 clusters Score -4680455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4680456.500000 Penalty: 5229.784180
	Iteration 64Q: 3 clusters Score -4680456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4680455.000000 Penalty: 5229.784180
	Iteration 65Q: 3 clusters Score -4680455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4680459.500000 Penalty: 5229.784180
	Iteration 66Q: 3 clusters Score -4680460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4680458.000000 Penalty: 5229.784180
	Iteration 67Q: 3 clusters Score -4680458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4680458.500000 Penalty: 5229.784180
	Iteration 68Q: 3 clusters Score -4680458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4680456.500000 Penalty: 5229.784180
	Iteration 69Q: 3 clusters Score -4680456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4680456.500000 Penalty: 5229.784180
	Iteration 70F: 3 clusters Score -4680456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1256227.000000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1256227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1248388.000000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1248388 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1250673.500000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1250674 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1251059.625000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1251060 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1251394.625000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1251395 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1251796.375000 Penalty: 4579.655762
	Iteration 4F: 3 clusters Score -1251796 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1252382.375000 Penalty: 4579.655762
	Iteration 5F: 3 clusters Score -1252382 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1253053.750000 Penalty: 4579.655762
	Iteration 6F: 3 clusters Score -1253054 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1253633.250000 Penalty: 4579.655762
	Iteration 7F: 3 clusters Score -1253633 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1254016.125000 Penalty: 4579.655762
	Iteration 8F: 3 clusters Score -1254016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1254275.750000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1254276 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1254440.875000 Penalty: 4579.655762
	Iteration 10Q: 3 clusters Score -1254441 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1254562.000000 Penalty: 4579.655762
	Iteration 11Q: 3 clusters Score -1254562 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1254659.625000 Penalty: 4579.655762
	Iteration 12Q: 3 clusters Score -1254660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1254763.500000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1254764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1254865.500000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1254866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1254957.250000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1254957 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1255042.250000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1255042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1255107.375000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1255107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1255171.250000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1255171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1255214.750000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1255215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1255258.125000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1255258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1255301.375000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1255301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1255340.000000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1255340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1255361.250000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1255361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1255377.125000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1255377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1255386.750000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1255387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1255404.375000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1255404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1255431.500000 Penalty: 4579.655762
	Iteration 27Q: 3 clusters Score -1255432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1255444.750000 Penalty: 4579.655762
	Iteration 28Q: 3 clusters Score -1255445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1255450.625000 Penalty: 4579.655762
	Iteration 29Q: 3 clusters Score -1255451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1255459.625000 Penalty: 4579.655762
	Iteration 30Q: 3 clusters Score -1255460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1255470.375000 Penalty: 4579.655762
	Iteration 31Q: 3 clusters Score -1255470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1255476.250000 Penalty: 4579.655762
	Iteration 32Q: 3 clusters Score -1255476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1255481.750000 Penalty: 4579.655762
	Iteration 33Q: 3 clusters Score -1255482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1255489.375000 Penalty: 4579.655762
	Iteration 34Q: 3 clusters Score -1255489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1255495.625000 Penalty: 4579.655762
	Iteration 35Q: 3 clusters Score -1255496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1255503.000000 Penalty: 4579.655762
	Iteration 36Q: 3 clusters Score -1255503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1255515.625000 Penalty: 4579.655762
	Iteration 37Q: 3 clusters Score -1255516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1255527.750000 Penalty: 4579.655762
	Iteration 38Q: 3 clusters Score -1255528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1255536.250000 Penalty: 4579.655762
	Iteration 39Q: 3 clusters Score -1255536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1255545.375000 Penalty: 4579.655762
	Iteration 40F: 3 clusters Score -1255545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1255552.625000 Penalty: 4579.655762
	Iteration 41Q: 3 clusters Score -1255553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1255555.250000 Penalty: 4579.655762
	Iteration 42Q: 3 clusters Score -1255555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1255558.625000 Penalty: 4579.655762
	Iteration 43Q: 3 clusters Score -1255559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1255562.500000 Penalty: 4579.655762
	Iteration 44Q: 3 clusters Score -1255562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1255563.625000 Penalty: 4579.655762
	Iteration 45Q: 3 clusters Score -1255564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1255564.500000 Penalty: 4579.655762
	Iteration 46Q: 3 clusters Score -1255564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1255565.500000 Penalty: 4579.655762
	Iteration 47Q: 3 clusters Score -1255566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1255567.875000 Penalty: 4579.655762
	Iteration 48Q: 3 clusters Score -1255568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1255567.875000 Penalty: 4579.655762
	Iteration 49F: 3 clusters Score -1255568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -682080.812500 Penalty: 2144.149170
	Iteration 0F: 2 clusters Score -682080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -677108.437500 Penalty: 4288.298340
	Iteration 0F: 3 clusters Score -677108.4 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -678371.000000 Penalty: 4288.298340
	Iteration 1F: 3 clusters Score -678371 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -678644.437500 Penalty: 4288.298340
	Iteration 2F: 3 clusters Score -678644.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -678834.375000 Penalty: 4288.298340
	Iteration 3F: 3 clusters Score -678834.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -678976.437500 Penalty: 4288.298340
	Iteration 4Q: 3 clusters Score -678976.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -679123.375000 Penalty: 4288.298340
	Iteration 5Q: 3 clusters Score -679123.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -679267.875000 Penalty: 4288.298340
	Iteration 6Q: 3 clusters Score -679267.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -679397.562500 Penalty: 4288.298340
	Iteration 7Q: 3 clusters Score -679397.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -679520.812500 Penalty: 4288.298340
	Iteration 8Q: 3 clusters Score -679520.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -679639.812500 Penalty: 4288.298340
	Iteration 9Q: 3 clusters Score -679639.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -679755.812500 Penalty: 4288.298340
	Iteration 10Q: 3 clusters Score -679755.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -679841.125000 Penalty: 4288.298340
	Iteration 11Q: 3 clusters Score -679841.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -679913.812500 Penalty: 4288.298340
	Iteration 12Q: 3 clusters Score -679913.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -679982.062500 Penalty: 4288.298340
	Iteration 13Q: 3 clusters Score -679982.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -680038.500000 Penalty: 4288.298340
	Iteration 14Q: 3 clusters Score -680038.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -680096.812500 Penalty: 4288.298340
	Iteration 15Q: 3 clusters Score -680096.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -680135.687500 Penalty: 4288.298340
	Iteration 16Q: 3 clusters Score -680135.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -680167.437500 Penalty: 4288.298340
	Iteration 17Q: 3 clusters Score -680167.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -680204.312500 Penalty: 4288.298340
	Iteration 18Q: 3 clusters Score -680204.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -680229.687500 Penalty: 4288.298340
	Iteration 19Q: 3 clusters Score -680229.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -680252.812500 Penalty: 4288.298340
	Iteration 20F: 3 clusters Score -680252.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -680263.062500 Penalty: 4288.298340
	Iteration 21Q: 3 clusters Score -680263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -680274.125000 Penalty: 4288.298340
	Iteration 22Q: 3 clusters Score -680274.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -680295.875000 Penalty: 4288.298340
	Iteration 23Q: 3 clusters Score -680295.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -680311.437500 Penalty: 4288.298340
	Iteration 24Q: 3 clusters Score -680311.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -680326.750000 Penalty: 4288.298340
	Iteration 25Q: 3 clusters Score -680326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -680340.062500 Penalty: 4288.298340
	Iteration 26Q: 3 clusters Score -680340.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -680347.125000 Penalty: 4288.298340
	Iteration 27Q: 3 clusters Score -680347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -680353.562500 Penalty: 4288.298340
	Iteration 28Q: 3 clusters Score -680353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -680359.562500 Penalty: 4288.298340
	Iteration 29Q: 3 clusters Score -680359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -680364.750000 Penalty: 4288.298340
	Iteration 30Q: 3 clusters Score -680364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -680370.062500 Penalty: 4288.298340
	Iteration 31Q: 3 clusters Score -680370.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -680376.875000 Penalty: 4288.298340
	Iteration 32Q: 3 clusters Score -680376.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -680382.375000 Penalty: 4288.298340
	Iteration 33Q: 3 clusters Score -680382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -680389.500000 Penalty: 4288.298340
	Iteration 34Q: 3 clusters Score -680389.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -680398.437500 Penalty: 4288.298340
	Iteration 35Q: 3 clusters Score -680398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -680404.812500 Penalty: 4288.298340
	Iteration 36Q: 3 clusters Score -680404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -680408.437500 Penalty: 4288.298340
	Iteration 37Q: 3 clusters Score -680408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -680414.625000 Penalty: 4288.298340
	Iteration 38Q: 3 clusters Score -680414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -680421.062500 Penalty: 4288.298340
	Iteration 39Q: 3 clusters Score -680421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -680425.312500 Penalty: 4288.298340
	Iteration 40F: 3 clusters Score -680425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -680426.312500 Penalty: 4288.298340
	Iteration 41Q: 3 clusters Score -680426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -680427.625000 Penalty: 4288.298340
	Iteration 42Q: 3 clusters Score -680427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -680428.812500 Penalty: 4288.298340
	Iteration 43Q: 3 clusters Score -680428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -680431.375000 Penalty: 4288.298340
	Iteration 44Q: 3 clusters Score -680431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -680431.312500 Penalty: 4288.298340
	Iteration 45Q: 3 clusters Score -680431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -680431.312500 Penalty: 4288.298340
	Iteration 46F: 3 clusters Score -680431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -595598.375000 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -595598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -591145.250000 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -591145.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -592278.937500 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -592278.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -592580.500000 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -592580.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -592850.500000 Penalty: 4219.943359
	Iteration 3F: 3 clusters Score -592850.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -593102.250000 Penalty: 4219.943359
	Iteration 4F: 3 clusters Score -593102.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -593323.875000 Penalty: 4219.943359
	Iteration 5F: 3 clusters Score -593323.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -593507.875000 Penalty: 4219.943359
	Iteration 6F: 3 clusters Score -593507.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -593632.062500 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -593632.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -593749.500000 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -593749.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -593842.687500 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -593842.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -593926.187500 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -593926.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -593986.500000 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -593986.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -594032.625000 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -594032.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -594075.562500 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -594075.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -594098.437500 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -594098.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -594122.187500 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -594122.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -594141.750000 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -594141.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -594161.875000 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -594161.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -594183.250000 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -594183.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -594205.625000 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -594205.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -594221.250000 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -594221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -594229.750000 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -594229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -594241.187500 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -594241.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -594250.812500 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -594250.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -594257.562500 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -594257.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -594264.687500 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -594264.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -594274.250000 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -594274.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -594280.250000 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -594280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -594286.437500 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -594286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -594292.875000 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -594292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -594297.812500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -594297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -594306.187500 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -594306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -594314.875000 Penalty: 4219.943359
	Iteration 32Q: 3 clusters Score -594314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -594318.187500 Penalty: 4219.943359
	Iteration 33Q: 3 clusters Score -594318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -594321.437500 Penalty: 4219.943359
	Iteration 34Q: 3 clusters Score -594321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -594322.687500 Penalty: 4219.943359
	Iteration 35Q: 3 clusters Score -594322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -594322.687500 Penalty: 4219.943359
	Iteration 36F: 3 clusters Score -594322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -297701.156250 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -297701.2 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 1305 members 
Entering Unmasked Estep 
Score: -294751.187500 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -294751.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -295430.218750 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -295430.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -295662.343750 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -295662.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -295801.343750 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -295801.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -295903.781250 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -295903.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295972.343750 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -295972.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -296028.375000 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -296028.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -296072.468750 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -296072.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296112.656250 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -296112.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296149.437500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -296149.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -296204.593750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -296204.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -296273.593750 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -296273.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -296329.593750 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -296329.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296373.562500 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -296373.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -296414.343750 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -296414.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -296440.437500 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -296440.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -296460.187500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -296460.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -296480.781250 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -296480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -296493.531250 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -296493.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -296501.968750 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -296502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -296509.031250 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -296509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -296530.156250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -296530.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -296548.781250 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -296548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -296560.750000 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -296560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -296564.968750 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -296565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -296569.656250 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -296569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -296572.718750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -296572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -296573.718750 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -296573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -296574.250000 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -296574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -296574.250000 Penalty: 3902.464111
	Iteration 29F: 3 clusters Score -296574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -2040251.125000 Penalty: 2406.516113
	Iteration 0F: 2 clusters Score -2040251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2028545.000000 Penalty: 4813.032227
	Iteration 0F: 3 clusters Score -2028545 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2032434.875000 Penalty: 4813.032227
	Iteration 1F: 3 clusters Score -2032435 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2032998.500000 Penalty: 4813.032227
	Iteration 2F: 3 clusters Score -2032998 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2033692.125000 Penalty: 4813.032227
	Iteration 3F: 3 clusters Score -2033692 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2034581.000000 Penalty: 4813.032227
	Iteration 4F: 3 clusters Score -2034581 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2035508.625000 Penalty: 4813.032227
	Iteration 5F: 3 clusters Score -2035509 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2036287.875000 Penalty: 4813.032227
	Iteration 6F: 3 clusters Score -2036288 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2036895.500000 Penalty: 4813.032227
	Iteration 7F: 3 clusters Score -2036896 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2037294.250000 Penalty: 4813.032227
	Iteration 8Q: 3 clusters Score -2037294 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2037559.500000 Penalty: 4813.032227
	Iteration 9Q: 3 clusters Score -2037560 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2037796.625000 Penalty: 4813.032227
	Iteration 10Q: 3 clusters Score -2037797 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2037977.250000 Penalty: 4813.032227
	Iteration 11Q: 3 clusters Score -2037977 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2038136.875000 Penalty: 4813.032227
	Iteration 12Q: 3 clusters Score -2038137 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2038271.750000 Penalty: 4813.032227
	Iteration 13Q: 3 clusters Score -2038272 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2038397.000000 Penalty: 4813.032227
	Iteration 14Q: 3 clusters Score -2038397 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2038497.500000 Penalty: 4813.032227
	Iteration 15Q: 3 clusters Score -2038498 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2038577.875000 Penalty: 4813.032227
	Iteration 16Q: 3 clusters Score -2038578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2038655.250000 Penalty: 4813.032227
	Iteration 17Q: 3 clusters Score -2038655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2038705.250000 Penalty: 4813.032227
	Iteration 18Q: 3 clusters Score -2038705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2038752.625000 Penalty: 4813.032227
	Iteration 19Q: 3 clusters Score -2038753 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2038804.625000 Penalty: 4813.032227
	Iteration 20F: 3 clusters Score -2038805 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2038849.125000 Penalty: 4813.032227
	Iteration 21Q: 3 clusters Score -2038849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2038887.000000 Penalty: 4813.032227
	Iteration 22Q: 3 clusters Score -2038887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2038915.375000 Penalty: 4813.032227
	Iteration 23Q: 3 clusters Score -2038915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2038938.875000 Penalty: 4813.032227
	Iteration 24Q: 3 clusters Score -2038939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2038958.750000 Penalty: 4813.032227
	Iteration 25Q: 3 clusters Score -2038959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2038970.250000 Penalty: 4813.032227
	Iteration 26Q: 3 clusters Score -2038970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2038983.125000 Penalty: 4813.032227
	Iteration 27Q: 3 clusters Score -2038983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2038995.125000 Penalty: 4813.032227
	Iteration 28Q: 3 clusters Score -2038995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2039007.000000 Penalty: 4813.032227
	Iteration 29Q: 3 clusters Score -2039007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2039013.750000 Penalty: 4813.032227
	Iteration 30Q: 3 clusters Score -2039014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2039017.250000 Penalty: 4813.032227
	Iteration 31Q: 3 clusters Score -2039017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2039021.125000 Penalty: 4813.032227
	Iteration 32Q: 3 clusters Score -2039021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2039027.000000 Penalty: 4813.032227
	Iteration 33Q: 3 clusters Score -2039027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2039034.750000 Penalty: 4813.032227
	Iteration 34Q: 3 clusters Score -2039035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2039037.625000 Penalty: 4813.032227
	Iteration 35Q: 3 clusters Score -2039038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2039039.625000 Penalty: 4813.032227
	Iteration 36Q: 3 clusters Score -2039040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2039044.875000 Penalty: 4813.032227
	Iteration 37Q: 3 clusters Score -2039045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2039048.750000 Penalty: 4813.032227
	Iteration 38Q: 3 clusters Score -2039049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2039051.250000 Penalty: 4813.032227
	Iteration 39Q: 3 clusters Score -2039051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2039050.500000 Penalty: 4813.032227
	Iteration 40F: 3 clusters Score -2039050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2039051.750000 Penalty: 4813.032227
	Iteration 41Q: 3 clusters Score -2039052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2039052.375000 Penalty: 4813.032227
	Iteration 42Q: 3 clusters Score -2039052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2039056.875000 Penalty: 4813.032227
	Iteration 43Q: 3 clusters Score -2039057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2039058.125000 Penalty: 4813.032227
	Iteration 44Q: 3 clusters Score -2039058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2039061.625000 Penalty: 4813.032227
	Iteration 45Q: 3 clusters Score -2039062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2039062.750000 Penalty: 4813.032227
	Iteration 46Q: 3 clusters Score -2039063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2039060.500000 Penalty: 4813.032227
	Iteration 47Q: 3 clusters Score -2039060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2039059.750000 Penalty: 4813.032227
	Iteration 48Q: 3 clusters Score -2039060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2039059.500000 Penalty: 4813.032227
	Iteration 49Q: 3 clusters Score -2039060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2039061.125000 Penalty: 4813.032227
	Iteration 50Q: 3 clusters Score -2039061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2039061.125000 Penalty: 4813.032227
	Iteration 51Q: 3 clusters Score -2039061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2039060.875000 Penalty: 4813.032227
	Iteration 52Q: 3 clusters Score -2039061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2039061.750000 Penalty: 4813.032227
	Iteration 53Q: 3 clusters Score -2039062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2039061.000000 Penalty: 4813.032227
	Iteration 54Q: 3 clusters Score -2039061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2039065.875000 Penalty: 4813.032227
	Iteration 55Q: 3 clusters Score -2039066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2039063.375000 Penalty: 4813.032227
	Iteration 56Q: 3 clusters Score -2039063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2039064.500000 Penalty: 4813.032227
	Iteration 57Q: 3 clusters Score -2039064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2039066.000000 Penalty: 4813.032227
	Iteration 58Q: 3 clusters Score -2039066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2039066.500000 Penalty: 4813.032227
	Iteration 59Q: 3 clusters Score -2039066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2039067.875000 Penalty: 4813.032227
	Iteration 60F: 3 clusters Score -2039068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2039065.500000 Penalty: 4813.032227
	Iteration 61Q: 3 clusters Score -2039066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2039067.250000 Penalty: 4813.032227
	Iteration 62Q: 3 clusters Score -2039067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2039067.125000 Penalty: 4813.032227
	Iteration 63Q: 3 clusters Score -2039067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2039067.125000 Penalty: 4813.032227
	Iteration 64F: 3 clusters Score -2039067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -16494.123047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -16494.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15457.537109 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -15457.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15589.575195 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -15589.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15622.336914 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -15622.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15649.121094 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -15649.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15654.874023 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -15654.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15661.138672 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -15661.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15670.825195 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -15670.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15670.825195 Penalty: 2642.626465
	Iteration 7F: 3 clusters Score -15670.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -763284.125000 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -763284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -757912.562500 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -757912.6 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -759281.937500 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -759281.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -759516.937500 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -759516.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -759670.937500 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -759670.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -759798.000000 Penalty: 4332.661133
	Iteration 4Q: 3 clusters Score -759798 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -759917.062500 Penalty: 4332.661133
	Iteration 5Q: 3 clusters Score -759917.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -760025.937500 Penalty: 4332.661133
	Iteration 6Q: 3 clusters Score -760025.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -760141.687500 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -760141.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -760272.125000 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -760272.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -760416.937500 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -760416.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -760560.375000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -760560.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -760705.312500 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -760705.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -760835.187500 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -760835.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -760948.812500 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -760948.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -761031.187500 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -761031.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -761098.562500 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -761098.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -761153.062500 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -761153.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -761197.875000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -761197.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -761232.500000 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -761232.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -761248.437500 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -761248.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -761269.125000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -761269.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -761290.562500 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -761290.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -761310.437500 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -761310.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -761329.750000 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -761329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -761347.062500 Penalty: 4332.661133
	Iteration 24Q: 3 clusters Score -761347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -761359.812500 Penalty: 4332.661133
	Iteration 25Q: 3 clusters Score -761359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -761370.937500 Penalty: 4332.661133
	Iteration 26Q: 3 clusters Score -761370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -761375.500000 Penalty: 4332.661133
	Iteration 27Q: 3 clusters Score -761375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -761380.937500 Penalty: 4332.661133
	Iteration 28Q: 3 clusters Score -761380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -761385.187500 Penalty: 4332.661133
	Iteration 29Q: 3 clusters Score -761385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -761390.625000 Penalty: 4332.661133
	Iteration 30Q: 3 clusters Score -761390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -761397.187500 Penalty: 4332.661133
	Iteration 31Q: 3 clusters Score -761397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -761400.687500 Penalty: 4332.661133
	Iteration 32Q: 3 clusters Score -761400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -761406.062500 Penalty: 4332.661133
	Iteration 33Q: 3 clusters Score -761406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -761410.125000 Penalty: 4332.661133
	Iteration 34Q: 3 clusters Score -761410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -761412.812500 Penalty: 4332.661133
	Iteration 35Q: 3 clusters Score -761412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -761414.062500 Penalty: 4332.661133
	Iteration 36Q: 3 clusters Score -761414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -761414.750000 Penalty: 4332.661133
	Iteration 37Q: 3 clusters Score -761414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -761416.375000 Penalty: 4332.661133
	Iteration 38Q: 3 clusters Score -761416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -761416.500000 Penalty: 4332.661133
	Iteration 39Q: 3 clusters Score -761416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -761416.500000 Penalty: 4332.661133
	Iteration 40F: 3 clusters Score -761416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -189525.765625 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -189525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187132.562500 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -187132.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187568.859375 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -187568.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -187692.203125 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -187692.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187787.203125 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -187787.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -187839.671875 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -187839.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187902.890625 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -187902.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187971.390625 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -187971.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188016.140625 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -188016.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188068.156250 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -188068.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -188109.562500 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -188109.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -188150.562500 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -188150.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -188174.671875 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -188174.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188190.265625 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -188190.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188209.500000 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -188209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188225.890625 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -188225.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188239.718750 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -188239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -188247.140625 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -188247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188250.921875 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -188250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -188254.187500 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -188254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188255.531250 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -188255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188258.125000 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -188258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188259.890625 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -188259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188260.296875 Penalty: 3686.805420
	Iteration 22Q: 3 clusters Score -188260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188260.296875 Penalty: 3686.805420
	Iteration 23F: 3 clusters Score -188260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Entering Unmasked Estep 
Score: -6527011.500000 Penalty: 2690.601807
	Iteration 0F: 2 clusters Score -6527012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6492581.500000 Penalty: 5381.203613
	Iteration 0F: 3 clusters Score -6492582 nChanged 23550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6505730.500000 Penalty: 5381.203613
	Iteration 1F: 3 clusters Score -6505730 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -6506354.000000 Penalty: 5381.203613
	Iteration 2Q: 3 clusters Score -6506354 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6507049.000000 Penalty: 5381.203613
	Iteration 3Q: 3 clusters Score -6507049 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -6507801.500000 Penalty: 5381.203613
	Iteration 4Q: 3 clusters Score -6507802 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6508545.000000 Penalty: 5381.203613
	Iteration 5Q: 3 clusters Score -6508545 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6509414.500000 Penalty: 5381.203613
	Iteration 6Q: 3 clusters Score -6509414 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6510422.500000 Penalty: 5381.203613
	Iteration 7Q: 3 clusters Score -6510422 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -6511608.000000 Penalty: 5381.203613
	Iteration 8Q: 3 clusters Score -6511608 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6513000.000000 Penalty: 5381.203613
	Iteration 9Q: 3 clusters Score -6513000 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -6514579.500000 Penalty: 5381.203613
	Iteration 10Q: 3 clusters Score -6514580 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -6516181.000000 Penalty: 5381.203613
	Iteration 11Q: 3 clusters Score -6516181 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -6517594.500000 Penalty: 5381.203613
	Iteration 12Q: 3 clusters Score -6517594 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -6518942.000000 Penalty: 5381.203613
	Iteration 13Q: 3 clusters Score -6518942 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -6520035.000000 Penalty: 5381.203613
	Iteration 14Q: 3 clusters Score -6520035 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -6520852.500000 Penalty: 5381.203613
	Iteration 15Q: 3 clusters Score -6520852 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -6521499.000000 Penalty: 5381.203613
	Iteration 16Q: 3 clusters Score -6521499 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6521988.500000 Penalty: 5381.203613
	Iteration 17Q: 3 clusters Score -6521988 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -6522331.500000 Penalty: 5381.203613
	Iteration 18Q: 3 clusters Score -6522332 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -6522589.000000 Penalty: 5381.203613
	Iteration 19Q: 3 clusters Score -6522589 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -6522793.500000 Penalty: 5381.203613
	Iteration 20F: 3 clusters Score -6522794 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6522992.000000 Penalty: 5381.203613
	Iteration 21Q: 3 clusters Score -6522992 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -6523179.500000 Penalty: 5381.203613
	Iteration 22Q: 3 clusters Score -6523180 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6523340.000000 Penalty: 5381.203613
	Iteration 23Q: 3 clusters Score -6523340 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6523455.500000 Penalty: 5381.203613
	Iteration 24Q: 3 clusters Score -6523456 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6523562.500000 Penalty: 5381.203613
	Iteration 25Q: 3 clusters Score -6523562 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6523637.500000 Penalty: 5381.203613
	Iteration 26Q: 3 clusters Score -6523638 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6523695.500000 Penalty: 5381.203613
	Iteration 27Q: 3 clusters Score -6523696 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6523769.000000 Penalty: 5381.203613
	Iteration 28Q: 3 clusters Score -6523769 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6523840.000000 Penalty: 5381.203613
	Iteration 29Q: 3 clusters Score -6523840 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6523913.500000 Penalty: 5381.203613
	Iteration 30Q: 3 clusters Score -6523914 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -6523973.500000 Penalty: 5381.203613
	Iteration 31Q: 3 clusters Score -6523974 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6524013.500000 Penalty: 5381.203613
	Iteration 32Q: 3 clusters Score -6524014 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -6524065.500000 Penalty: 5381.203613
	Iteration 33Q: 3 clusters Score -6524066 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -6524121.000000 Penalty: 5381.203613
	Iteration 34Q: 3 clusters Score -6524121 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -6524180.500000 Penalty: 5381.203613
	Iteration 35Q: 3 clusters Score -6524180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6524197.500000 Penalty: 5381.203613
	Iteration 36Q: 3 clusters Score -6524198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6524233.000000 Penalty: 5381.203613
	Iteration 37Q: 3 clusters Score -6524233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6524277.500000 Penalty: 5381.203613
	Iteration 38Q: 3 clusters Score -6524278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -6524299.000000 Penalty: 5381.203613
	Iteration 39Q: 3 clusters Score -6524299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6524323.500000 Penalty: 5381.203613
	Iteration 40F: 3 clusters Score -6524324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6524355.500000 Penalty: 5381.203613
	Iteration 41Q: 3 clusters Score -6524356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -6524376.500000 Penalty: 5381.203613
	Iteration 42Q: 3 clusters Score -6524376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -6524424.500000 Penalty: 5381.203613
	Iteration 43Q: 3 clusters Score -6524424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -6524459.000000 Penalty: 5381.203613
	Iteration 44Q: 3 clusters Score -6524459 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6524515.000000 Penalty: 5381.203613
	Iteration 45Q: 3 clusters Score -6524515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6524540.500000 Penalty: 5381.203613
	Iteration 46Q: 3 clusters Score -6524540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6524576.500000 Penalty: 5381.203613
	Iteration 47Q: 3 clusters Score -6524576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6524613.000000 Penalty: 5381.203613
	Iteration 48Q: 3 clusters Score -6524613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -6524648.500000 Penalty: 5381.203613
	Iteration 49Q: 3 clusters Score -6524648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -6524676.500000 Penalty: 5381.203613
	Iteration 50Q: 3 clusters Score -6524676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6524701.500000 Penalty: 5381.203613
	Iteration 51Q: 3 clusters Score -6524702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6524733.500000 Penalty: 5381.203613
	Iteration 52Q: 3 clusters Score -6524734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6524755.000000 Penalty: 5381.203613
	Iteration 53Q: 3 clusters Score -6524755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -6524774.000000 Penalty: 5381.203613
	Iteration 54Q: 3 clusters Score -6524774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -6524795.000000 Penalty: 5381.203613
	Iteration 55Q: 3 clusters Score -6524795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6524799.000000 Penalty: 5381.203613
	Iteration 56Q: 3 clusters Score -6524799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6524809.500000 Penalty: 5381.203613
	Iteration 57Q: 3 clusters Score -6524810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -6524824.000000 Penalty: 5381.203613
	Iteration 58Q: 3 clusters Score -6524824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6524829.000000 Penalty: 5381.203613
	Iteration 59Q: 3 clusters Score -6524829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6524835.500000 Penalty: 5381.203613
	Iteration 60F: 3 clusters Score -6524836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6524857.000000 Penalty: 5381.203613
	Iteration 61Q: 3 clusters Score -6524857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6524862.500000 Penalty: 5381.203613
	Iteration 62Q: 3 clusters Score -6524862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6524869.000000 Penalty: 5381.203613
	Iteration 63Q: 3 clusters Score -6524869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6524863.500000 Penalty: 5381.203613
	Iteration 64Q: 3 clusters Score -6524864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6524868.500000 Penalty: 5381.203613
	Iteration 65Q: 3 clusters Score -6524868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6524875.000000 Penalty: 5381.203613
	Iteration 66Q: 3 clusters Score -6524875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -6524874.000000 Penalty: 5381.203613
	Iteration 67Q: 3 clusters Score -6524874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6524873.500000 Penalty: 5381.203613
	Iteration 68Q: 3 clusters Score -6524874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -6524874.500000 Penalty: 5381.203613
	Iteration 69Q: 3 clusters Score -6524874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6524873.500000 Penalty: 5381.203613
	Iteration 70Q: 3 clusters Score -6524874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6524873.500000 Penalty: 5381.203613
	Iteration 71F: 3 clusters Score -6524874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Entering Unmasked Estep 
Score: -1597621.750000 Penalty: 2342.834717
	Iteration 0F: 2 clusters Score -1597622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1588192.500000 Penalty: 4685.669434
	Iteration 0F: 3 clusters Score -1588192 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1591167.000000 Penalty: 4685.669434
	Iteration 1F: 3 clusters Score -1591167 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1591591.250000 Penalty: 4685.669434
	Iteration 2F: 3 clusters Score -1591591 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1592013.375000 Penalty: 4685.669434
	Iteration 3F: 3 clusters Score -1592013 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1592518.500000 Penalty: 4685.669434
	Iteration 4F: 3 clusters Score -1592518 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1593162.125000 Penalty: 4685.669434
	Iteration 5F: 3 clusters Score -1593162 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1593941.500000 Penalty: 4685.669434
	Iteration 6F: 3 clusters Score -1593942 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1594737.000000 Penalty: 4685.669434
	Iteration 7F: 3 clusters Score -1594737 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1595398.500000 Penalty: 4685.669434
	Iteration 8F: 3 clusters Score -1595398 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1595928.000000 Penalty: 4685.669434
	Iteration 9Q: 3 clusters Score -1595928 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1596332.250000 Penalty: 4685.669434
	Iteration 10Q: 3 clusters Score -1596332 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1596579.625000 Penalty: 4685.669434
	Iteration 11Q: 3 clusters Score -1596580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1596711.625000 Penalty: 4685.669434
	Iteration 12Q: 3 clusters Score -1596712 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1596795.125000 Penalty: 4685.669434
	Iteration 13Q: 3 clusters Score -1596795 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1596832.875000 Penalty: 4685.669434
	Iteration 14Q: 3 clusters Score -1596833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1596858.500000 Penalty: 4685.669434
	Iteration 15Q: 3 clusters Score -1596858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1596866.375000 Penalty: 4685.669434
	Iteration 16Q: 3 clusters Score -1596866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1596862.125000 Penalty: 4685.669434
	Iteration 17Q: 3 clusters Score -1596862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1596869.500000 Penalty: 4685.669434
	Iteration 18Q: 3 clusters Score -1596870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1596868.125000 Penalty: 4685.669434
	Iteration 19Q: 3 clusters Score -1596868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1596871.000000 Penalty: 4685.669434
	Iteration 20F: 3 clusters Score -1596871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1596874.750000 Penalty: 4685.669434
	Iteration 21Q: 3 clusters Score -1596875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1596876.375000 Penalty: 4685.669434
	Iteration 22Q: 3 clusters Score -1596876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1596875.375000 Penalty: 4685.669434
	Iteration 23Q: 3 clusters Score -1596875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1596873.375000 Penalty: 4685.669434
	Iteration 24Q: 3 clusters Score -1596873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1596876.125000 Penalty: 4685.669434
	Iteration 25Q: 3 clusters Score -1596876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1596880.625000 Penalty: 4685.669434
	Iteration 26Q: 3 clusters Score -1596881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1596881.875000 Penalty: 4685.669434
	Iteration 27Q: 3 clusters Score -1596882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1596882.750000 Penalty: 4685.669434
	Iteration 28Q: 3 clusters Score -1596883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1596885.625000 Penalty: 4685.669434
	Iteration 29Q: 3 clusters Score -1596886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1596883.000000 Penalty: 4685.669434
	Iteration 30Q: 3 clusters Score -1596883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1596884.875000 Penalty: 4685.669434
	Iteration 31Q: 3 clusters Score -1596885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1596886.625000 Penalty: 4685.669434
	Iteration 32Q: 3 clusters Score -1596887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1596889.125000 Penalty: 4685.669434
	Iteration 33Q: 3 clusters Score -1596889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1596888.125000 Penalty: 4685.669434
	Iteration 34Q: 3 clusters Score -1596888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1596891.500000 Penalty: 4685.669434
	Iteration 35Q: 3 clusters Score -1596892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1596890.250000 Penalty: 4685.669434
	Iteration 36Q: 3 clusters Score -1596890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1596893.000000 Penalty: 4685.669434
	Iteration 37Q: 3 clusters Score -1596893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1596891.625000 Penalty: 4685.669434
	Iteration 38Q: 3 clusters Score -1596892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1596890.000000 Penalty: 4685.669434
	Iteration 39Q: 3 clusters Score -1596890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1596890.750000 Penalty: 4685.669434
	Iteration 40F: 3 clusters Score -1596891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -137928.687500 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -137928.7 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 573 members 
Entering Unmasked Estep 
Score: -135909.968750 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -135910 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136385.125000 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -136385.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136586.828125 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -136586.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136748.281250 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -136748.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136894.250000 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -136894.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137001.625000 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -137001.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137101.390625 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -137101.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -137179.515625 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -137179.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137233.359375 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -137233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -137281.281250 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -137281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137299.937500 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -137299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137310.484375 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -137310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137326.500000 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -137326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137347.453125 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -137347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137361.312500 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -137361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137366.515625 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -137366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137366.515625 Penalty: 3511.275635
	Iteration 16F: 3 clusters Score -137366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11911.265625 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -11911.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10958.291016 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -10958.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11051.884766 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -11051.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11068.664062 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -11068.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11070.642578 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -11070.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11070.642578 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -11070.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -413674.187500 Penalty: 2020.958008
	Iteration 0F: 2 clusters Score -413674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410084.875000 Penalty: 4041.916016
	Iteration 0F: 3 clusters Score -410084.9 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410782.812500 Penalty: 4041.916016
	Iteration 1F: 3 clusters Score -410782.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -410962.593750 Penalty: 4041.916016
	Iteration 2F: 3 clusters Score -410962.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -411079.000000 Penalty: 4041.916016
	Iteration 3F: 3 clusters Score -411079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -411150.406250 Penalty: 4041.916016
	Iteration 4Q: 3 clusters Score -411150.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -411201.812500 Penalty: 4041.916016
	Iteration 5Q: 3 clusters Score -411201.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -411247.750000 Penalty: 4041.916016
	Iteration 6Q: 3 clusters Score -411247.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -411298.812500 Penalty: 4041.916016
	Iteration 7Q: 3 clusters Score -411298.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -411338.062500 Penalty: 4041.916016
	Iteration 8Q: 3 clusters Score -411338.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -411376.812500 Penalty: 4041.916016
	Iteration 9Q: 3 clusters Score -411376.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -411406.593750 Penalty: 4041.916016
	Iteration 10Q: 3 clusters Score -411406.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -411432.125000 Penalty: 4041.916016
	Iteration 11Q: 3 clusters Score -411432.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411452.031250 Penalty: 4041.916016
	Iteration 12Q: 3 clusters Score -411452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -411469.343750 Penalty: 4041.916016
	Iteration 13Q: 3 clusters Score -411469.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -411481.906250 Penalty: 4041.916016
	Iteration 14Q: 3 clusters Score -411481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -411492.375000 Penalty: 4041.916016
	Iteration 15Q: 3 clusters Score -411492.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -411501.312500 Penalty: 4041.916016
	Iteration 16Q: 3 clusters Score -411501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -411509.906250 Penalty: 4041.916016
	Iteration 17Q: 3 clusters Score -411509.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -411518.437500 Penalty: 4041.916016
	Iteration 18Q: 3 clusters Score -411518.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -411525.750000 Penalty: 4041.916016
	Iteration 19Q: 3 clusters Score -411525.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -411534.312500 Penalty: 4041.916016
	Iteration 20F: 3 clusters Score -411534.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -411545.125000 Penalty: 4041.916016
	Iteration 21Q: 3 clusters Score -411545.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -411554.750000 Penalty: 4041.916016
	Iteration 22Q: 3 clusters Score -411554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411567.718750 Penalty: 4041.916016
	Iteration 23Q: 3 clusters Score -411567.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -411580.125000 Penalty: 4041.916016
	Iteration 24Q: 3 clusters Score -411580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -411589.187500 Penalty: 4041.916016
	Iteration 25Q: 3 clusters Score -411589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -411596.468750 Penalty: 4041.916016
	Iteration 26Q: 3 clusters Score -411596.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -411606.343750 Penalty: 4041.916016
	Iteration 27Q: 3 clusters Score -411606.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -411614.968750 Penalty: 4041.916016
	Iteration 28Q: 3 clusters Score -411615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -411622.781250 Penalty: 4041.916016
	Iteration 29Q: 3 clusters Score -411622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -411628.687500 Penalty: 4041.916016
	Iteration 30Q: 3 clusters Score -411628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -411638.156250 Penalty: 4041.916016
	Iteration 31Q: 3 clusters Score -411638.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -411645.843750 Penalty: 4041.916016
	Iteration 32Q: 3 clusters Score -411645.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -411658.125000 Penalty: 4041.916016
	Iteration 33Q: 3 clusters Score -411658.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -411665.437500 Penalty: 4041.916016
	Iteration 34Q: 3 clusters Score -411665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -411675.812500 Penalty: 4041.916016
	Iteration 35Q: 3 clusters Score -411675.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411687.187500 Penalty: 4041.916016
	Iteration 36Q: 3 clusters Score -411687.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -411696.375000 Penalty: 4041.916016
	Iteration 37Q: 3 clusters Score -411696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -411705.250000 Penalty: 4041.916016
	Iteration 38Q: 3 clusters Score -411705.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -411713.656250 Penalty: 4041.916016
	Iteration 39Q: 3 clusters Score -411713.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -411718.781250 Penalty: 4041.916016
	Iteration 40F: 3 clusters Score -411718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -411722.281250 Penalty: 4041.916016
	Iteration 41Q: 3 clusters Score -411722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -411725.625000 Penalty: 4041.916016
	Iteration 42Q: 3 clusters Score -411725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -411730.031250 Penalty: 4041.916016
	Iteration 43Q: 3 clusters Score -411730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -411731.937500 Penalty: 4041.916016
	Iteration 44Q: 3 clusters Score -411731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411736.187500 Penalty: 4041.916016
	Iteration 45Q: 3 clusters Score -411736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -411741.718750 Penalty: 4041.916016
	Iteration 46Q: 3 clusters Score -411741.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -411747.187500 Penalty: 4041.916016
	Iteration 47Q: 3 clusters Score -411747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -411755.750000 Penalty: 4041.916016
	Iteration 48Q: 3 clusters Score -411755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -411763.718750 Penalty: 4041.916016
	Iteration 49Q: 3 clusters Score -411763.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -411774.562500 Penalty: 4041.916016
	Iteration 50Q: 3 clusters Score -411774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -411782.687500 Penalty: 4041.916016
	Iteration 51Q: 3 clusters Score -411782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -411788.687500 Penalty: 4041.916016
	Iteration 52Q: 3 clusters Score -411788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -411801.593750 Penalty: 4041.916016
	Iteration 53Q: 3 clusters Score -411801.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -411809.000000 Penalty: 4041.916016
	Iteration 54Q: 3 clusters Score -411809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -411816.468750 Penalty: 4041.916016
	Iteration 55Q: 3 clusters Score -411816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -411824.812500 Penalty: 4041.916016
	Iteration 56Q: 3 clusters Score -411824.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -411832.406250 Penalty: 4041.916016
	Iteration 57Q: 3 clusters Score -411832.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -411843.125000 Penalty: 4041.916016
	Iteration 58Q: 3 clusters Score -411843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -411855.062500 Penalty: 4041.916016
	Iteration 59Q: 3 clusters Score -411855.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -411873.437500 Penalty: 4041.916016
	Iteration 60F: 3 clusters Score -411873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -411895.156250 Penalty: 4041.916016
	Iteration 61Q: 3 clusters Score -411895.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -411921.093750 Penalty: 4041.916016
	Iteration 62Q: 3 clusters Score -411921.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -411955.312500 Penalty: 4041.916016
	Iteration 63Q: 3 clusters Score -411955.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -411997.187500 Penalty: 4041.916016
	Iteration 64Q: 3 clusters Score -411997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -412037.875000 Penalty: 4041.916016
	Iteration 65Q: 3 clusters Score -412037.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -412095.562500 Penalty: 4041.916016
	Iteration 66Q: 3 clusters Score -412095.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -412148.250000 Penalty: 4041.916016
	Iteration 67Q: 3 clusters Score -412148.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -412189.156250 Penalty: 4041.916016
	Iteration 68Q: 3 clusters Score -412189.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -412223.468750 Penalty: 4041.916016
	Iteration 69Q: 3 clusters Score -412223.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -412250.593750 Penalty: 4041.916016
	Iteration 70Q: 3 clusters Score -412250.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -412271.406250 Penalty: 4041.916016
	Iteration 71Q: 3 clusters Score -412271.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -412284.500000 Penalty: 4041.916016
	Iteration 72Q: 3 clusters Score -412284.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412296.156250 Penalty: 4041.916016
	Iteration 73Q: 3 clusters Score -412296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412301.437500 Penalty: 4041.916016
	Iteration 74Q: 3 clusters Score -412301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412304.593750 Penalty: 4041.916016
	Iteration 75Q: 3 clusters Score -412304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412306.593750 Penalty: 4041.916016
	Iteration 76Q: 3 clusters Score -412306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412309.750000 Penalty: 4041.916016
	Iteration 77Q: 3 clusters Score -412309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -412312.500000 Penalty: 4041.916016
	Iteration 78Q: 3 clusters Score -412312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412314.281250 Penalty: 4041.916016
	Iteration 79Q: 3 clusters Score -412314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -412314.656250 Penalty: 4041.916016
	Iteration 80F: 3 clusters Score -412314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -266826.281250 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -266826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -264113.968750 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -264114 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -264573.093750 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -264573.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264690.218750 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -264690.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -264739.468750 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -264739.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264763.593750 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -264763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -264780.156250 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -264780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -264793.593750 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -264793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -264804.843750 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -264804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -264816.125000 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -264816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264820.250000 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -264820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264824.812500 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -264824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264827.718750 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -264827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264829.406250 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -264829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -264831.031250 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -264831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264832.343750 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -264832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -264832.750000 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -264832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -264832.750000 Penalty: 3799.650391
	Iteration 16F: 3 clusters Score -264832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Entering Unmasked Estep 
Score: -3490934.750000 Penalty: 2540.614746
	Iteration 0F: 2 clusters Score -3490935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3471547.000000 Penalty: 5081.229492
	Iteration 0F: 3 clusters Score -3471547 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3478428.500000 Penalty: 5081.229492
	Iteration 1F: 3 clusters Score -3478428 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3479071.000000 Penalty: 5081.229492
	Iteration 2F: 3 clusters Score -3479071 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3479728.750000 Penalty: 5081.229492
	Iteration 3F: 3 clusters Score -3479729 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3480374.500000 Penalty: 5081.229492
	Iteration 4Q: 3 clusters Score -3480374 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3481068.000000 Penalty: 5081.229492
	Iteration 5Q: 3 clusters Score -3481068 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3481908.500000 Penalty: 5081.229492
	Iteration 6Q: 3 clusters Score -3481908 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3482816.000000 Penalty: 5081.229492
	Iteration 7F: 3 clusters Score -3482816 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3483833.750000 Penalty: 5081.229492
	Iteration 8F: 3 clusters Score -3483834 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3484877.500000 Penalty: 5081.229492
	Iteration 9F: 3 clusters Score -3484878 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3485842.000000 Penalty: 5081.229492
	Iteration 10Q: 3 clusters Score -3485842 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3486625.500000 Penalty: 5081.229492
	Iteration 11Q: 3 clusters Score -3486626 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3487269.500000 Penalty: 5081.229492
	Iteration 12Q: 3 clusters Score -3487270 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3487721.250000 Penalty: 5081.229492
	Iteration 13Q: 3 clusters Score -3487721 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3488024.000000 Penalty: 5081.229492
	Iteration 14Q: 3 clusters Score -3488024 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3488248.250000 Penalty: 5081.229492
	Iteration 15Q: 3 clusters Score -3488248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3488382.250000 Penalty: 5081.229492
	Iteration 16Q: 3 clusters Score -3488382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3488494.750000 Penalty: 5081.229492
	Iteration 17Q: 3 clusters Score -3488495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3488563.750000 Penalty: 5081.229492
	Iteration 18Q: 3 clusters Score -3488564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3488627.500000 Penalty: 5081.229492
	Iteration 19Q: 3 clusters Score -3488628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3488695.250000 Penalty: 5081.229492
	Iteration 20F: 3 clusters Score -3488695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3488724.750000 Penalty: 5081.229492
	Iteration 21Q: 3 clusters Score -3488725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3488755.500000 Penalty: 5081.229492
	Iteration 22Q: 3 clusters Score -3488756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3488771.500000 Penalty: 5081.229492
	Iteration 23Q: 3 clusters Score -3488772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3488789.250000 Penalty: 5081.229492
	Iteration 24Q: 3 clusters Score -3488789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3488803.750000 Penalty: 5081.229492
	Iteration 25Q: 3 clusters Score -3488804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3488819.750000 Penalty: 5081.229492
	Iteration 26Q: 3 clusters Score -3488820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3488837.750000 Penalty: 5081.229492
	Iteration 27Q: 3 clusters Score -3488838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3488845.250000 Penalty: 5081.229492
	Iteration 28Q: 3 clusters Score -3488845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3488848.250000 Penalty: 5081.229492
	Iteration 29Q: 3 clusters Score -3488848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3488849.000000 Penalty: 5081.229492
	Iteration 30Q: 3 clusters Score -3488849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3488854.750000 Penalty: 5081.229492
	Iteration 31Q: 3 clusters Score -3488855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3488855.500000 Penalty: 5081.229492
	Iteration 32Q: 3 clusters Score -3488856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3488855.500000 Penalty: 5081.229492
	Iteration 33F: 3 clusters Score -3488856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -586007.750000 Penalty: 2100.272949
	Iteration 0F: 2 clusters Score -586007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -581586.687500 Penalty: 4200.545898
	Iteration 0F: 3 clusters Score -581586.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -582597.937500 Penalty: 4200.545898
	Iteration 1F: 3 clusters Score -582597.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -582849.812500 Penalty: 4200.545898
	Iteration 2F: 3 clusters Score -582849.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -582997.375000 Penalty: 4200.545898
	Iteration 3F: 3 clusters Score -582997.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -583094.562500 Penalty: 4200.545898
	Iteration 4Q: 3 clusters Score -583094.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -583168.937500 Penalty: 4200.545898
	Iteration 5Q: 3 clusters Score -583168.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -583237.750000 Penalty: 4200.545898
	Iteration 6Q: 3 clusters Score -583237.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -583283.375000 Penalty: 4200.545898
	Iteration 7Q: 3 clusters Score -583283.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -583325.500000 Penalty: 4200.545898
	Iteration 8Q: 3 clusters Score -583325.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -583376.250000 Penalty: 4200.545898
	Iteration 9Q: 3 clusters Score -583376.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -583424.937500 Penalty: 4200.545898
	Iteration 10Q: 3 clusters Score -583424.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -583466.250000 Penalty: 4200.545898
	Iteration 11Q: 3 clusters Score -583466.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -583497.437500 Penalty: 4200.545898
	Iteration 12Q: 3 clusters Score -583497.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -583522.812500 Penalty: 4200.545898
	Iteration 13Q: 3 clusters Score -583522.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -583541.500000 Penalty: 4200.545898
	Iteration 14Q: 3 clusters Score -583541.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -583564.812500 Penalty: 4200.545898
	Iteration 15Q: 3 clusters Score -583564.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -583587.625000 Penalty: 4200.545898
	Iteration 16Q: 3 clusters Score -583587.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -583608.437500 Penalty: 4200.545898
	Iteration 17Q: 3 clusters Score -583608.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -583627.687500 Penalty: 4200.545898
	Iteration 18Q: 3 clusters Score -583627.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -583645.750000 Penalty: 4200.545898
	Iteration 19Q: 3 clusters Score -583645.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -583668.937500 Penalty: 4200.545898
	Iteration 20F: 3 clusters Score -583668.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -583691.500000 Penalty: 4200.545898
	Iteration 21Q: 3 clusters Score -583691.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -583717.812500 Penalty: 4200.545898
	Iteration 22Q: 3 clusters Score -583717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -583735.687500 Penalty: 4200.545898
	Iteration 23Q: 3 clusters Score -583735.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -583754.562500 Penalty: 4200.545898
	Iteration 24Q: 3 clusters Score -583754.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -583773.187500 Penalty: 4200.545898
	Iteration 25Q: 3 clusters Score -583773.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -583788.375000 Penalty: 4200.545898
	Iteration 26Q: 3 clusters Score -583788.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -583800.937500 Penalty: 4200.545898
	Iteration 27Q: 3 clusters Score -583800.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -583813.187500 Penalty: 4200.545898
	Iteration 28Q: 3 clusters Score -583813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -583825.437500 Penalty: 4200.545898
	Iteration 29Q: 3 clusters Score -583825.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -583837.625000 Penalty: 4200.545898
	Iteration 30Q: 3 clusters Score -583837.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -583853.812500 Penalty: 4200.545898
	Iteration 31Q: 3 clusters Score -583853.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -583866.000000 Penalty: 4200.545898
	Iteration 32Q: 3 clusters Score -583866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -583878.562500 Penalty: 4200.545898
	Iteration 33Q: 3 clusters Score -583878.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -583896.687500 Penalty: 4200.545898
	Iteration 34Q: 3 clusters Score -583896.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -583920.437500 Penalty: 4200.545898
	Iteration 35Q: 3 clusters Score -583920.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -583952.562500 Penalty: 4200.545898
	Iteration 36Q: 3 clusters Score -583952.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -583987.437500 Penalty: 4200.545898
	Iteration 37Q: 3 clusters Score -583987.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -584020.312500 Penalty: 4200.545898
	Iteration 38Q: 3 clusters Score -584020.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -584053.937500 Penalty: 4200.545898
	Iteration 39Q: 3 clusters Score -584053.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -584074.812500 Penalty: 4200.545898
	Iteration 40F: 3 clusters Score -584074.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -584092.375000 Penalty: 4200.545898
	Iteration 41Q: 3 clusters Score -584092.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -584108.437500 Penalty: 4200.545898
	Iteration 42Q: 3 clusters Score -584108.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -584123.750000 Penalty: 4200.545898
	Iteration 43Q: 3 clusters Score -584123.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -584136.312500 Penalty: 4200.545898
	Iteration 44Q: 3 clusters Score -584136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -584149.250000 Penalty: 4200.545898
	Iteration 45Q: 3 clusters Score -584149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -584163.625000 Penalty: 4200.545898
	Iteration 46Q: 3 clusters Score -584163.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -584176.187500 Penalty: 4200.545898
	Iteration 47Q: 3 clusters Score -584176.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -584188.000000 Penalty: 4200.545898
	Iteration 48Q: 3 clusters Score -584188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -584197.375000 Penalty: 4200.545898
	Iteration 49Q: 3 clusters Score -584197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -584209.812500 Penalty: 4200.545898
	Iteration 50Q: 3 clusters Score -584209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -584222.062500 Penalty: 4200.545898
	Iteration 51Q: 3 clusters Score -584222.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -584241.312500 Penalty: 4200.545898
	Iteration 52Q: 3 clusters Score -584241.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -584257.500000 Penalty: 4200.545898
	Iteration 53Q: 3 clusters Score -584257.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -584275.250000 Penalty: 4200.545898
	Iteration 54Q: 3 clusters Score -584275.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -584286.062500 Penalty: 4200.545898
	Iteration 55Q: 3 clusters Score -584286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -584299.125000 Penalty: 4200.545898
	Iteration 56Q: 3 clusters Score -584299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -584307.750000 Penalty: 4200.545898
	Iteration 57Q: 3 clusters Score -584307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -584310.125000 Penalty: 4200.545898
	Iteration 58Q: 3 clusters Score -584310.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -584318.000000 Penalty: 4200.545898
	Iteration 59Q: 3 clusters Score -584318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -584323.187500 Penalty: 4200.545898
	Iteration 60F: 3 clusters Score -584323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -584326.250000 Penalty: 4200.545898
	Iteration 61Q: 3 clusters Score -584326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -584327.875000 Penalty: 4200.545898
	Iteration 62Q: 3 clusters Score -584327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -584328.125000 Penalty: 4200.545898
	Iteration 63Q: 3 clusters Score -584328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -584328.125000 Penalty: 4200.545898
	Iteration 64Q: 3 clusters Score -584328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -584329.000000 Penalty: 4200.545898
	Iteration 65Q: 3 clusters Score -584329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -584331.812500 Penalty: 4200.545898
	Iteration 66Q: 3 clusters Score -584331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -584333.125000 Penalty: 4200.545898
	Iteration 67Q: 3 clusters Score -584333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -584333.500000 Penalty: 4200.545898
	Iteration 68Q: 3 clusters Score -584333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -584334.062500 Penalty: 4200.545898
	Iteration 69Q: 3 clusters Score -584334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -584335.812500 Penalty: 4200.545898
	Iteration 70Q: 3 clusters Score -584335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -584335.437500 Penalty: 4200.545898
	Iteration 71Q: 3 clusters Score -584335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -584336.312500 Penalty: 4200.545898
	Iteration 72Q: 3 clusters Score -584336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -584336.312500 Penalty: 4200.545898
	Iteration 73F: 3 clusters Score -584336.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (53656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Entering Unmasked Estep 
Score: -6618256.500000 Penalty: 2700.806396
	Iteration 0F: 2 clusters Score -6618256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6582240.000000 Penalty: 5401.612793
	Iteration 0F: 3 clusters Score -6582240 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6595991.500000 Penalty: 5401.612793
	Iteration 1F: 3 clusters Score -6595992 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6596466.500000 Penalty: 5401.612793
	Iteration 2Q: 3 clusters Score -6596466 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -6596949.000000 Penalty: 5401.612793
	Iteration 3Q: 3 clusters Score -6596949 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5401.612793
	Iteration 4Q: 3 clusters Score -6597384 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -6598015.000000 Penalty: 5401.612793
	Iteration 5Q: 3 clusters Score -6598015 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6598857.000000 Penalty: 5401.612793
	Iteration 6Q: 3 clusters Score -6598857 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -6600168.000000 Penalty: 5401.612793
	Iteration 7Q: 3 clusters Score -6600168 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -6602113.000000 Penalty: 5401.612793
	Iteration 8F: 3 clusters Score -6602113 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -6604855.500000 Penalty: 5401.612793
	Iteration 9F: 3 clusters Score -6604856 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6608118.000000 Penalty: 5401.612793
	Iteration 10F: 3 clusters Score -6608118 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -6611176.000000 Penalty: 5401.612793
	Iteration 11F: 3 clusters Score -6611176 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6613342.000000 Penalty: 5401.612793
	Iteration 12Q: 3 clusters Score -6613342 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6614601.000000 Penalty: 5401.612793
	Iteration 13Q: 3 clusters Score -6614601 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -6615246.000000 Penalty: 5401.612793
	Iteration 14Q: 3 clusters Score -6615246 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6615556.500000 Penalty: 5401.612793
	Iteration 15Q: 3 clusters Score -6615556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6615708.000000 Penalty: 5401.612793
	Iteration 16Q: 3 clusters Score -6615708 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6615802.500000 Penalty: 5401.612793
	Iteration 17Q: 3 clusters Score -6615802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -6615864.000000 Penalty: 5401.612793
	Iteration 18Q: 3 clusters Score -6615864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -6615894.500000 Penalty: 5401.612793
	Iteration 19Q: 3 clusters Score -6615894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6615926.500000 Penalty: 5401.612793
	Iteration 20F: 3 clusters Score -6615926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -6615952.000000 Penalty: 5401.612793
	Iteration 21Q: 3 clusters Score -6615952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -6615962.000000 Penalty: 5401.612793
	Iteration 22Q: 3 clusters Score -6615962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -6615971.500000 Penalty: 5401.612793
	Iteration 23Q: 3 clusters Score -6615972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -6615981.500000 Penalty: 5401.612793
	Iteration 24Q: 3 clusters Score -6615982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -6616000.500000 Penalty: 5401.612793
	Iteration 25Q: 3 clusters Score -6616000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -6616008.500000 Penalty: 5401.612793
	Iteration 26Q: 3 clusters Score -6616008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -6616019.000000 Penalty: 5401.612793
	Iteration 27Q: 3 clusters Score -6616019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -6616038.000000 Penalty: 5401.612793
	Iteration 28Q: 3 clusters Score -6616038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6616051.000000 Penalty: 5401.612793
	Iteration 29Q: 3 clusters Score -6616051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6616052.000000 Penalty: 5401.612793
	Iteration 30Q: 3 clusters Score -6616052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -6616054.500000 Penalty: 5401.612793
	Iteration 31Q: 3 clusters Score -6616054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -6616066.500000 Penalty: 5401.612793
	Iteration 32Q: 3 clusters Score -6616066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -6616065.500000 Penalty: 5401.612793
	Iteration 33Q: 3 clusters Score -6616066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -6616069.000000 Penalty: 5401.612793
	Iteration 34Q: 3 clusters Score -6616069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6616075.500000 Penalty: 5401.612793
	Iteration 35Q: 3 clusters Score -6616076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6616085.000000 Penalty: 5401.612793
	Iteration 36Q: 3 clusters Score -6616085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6616082.000000 Penalty: 5401.612793
	Iteration 37Q: 3 clusters Score -6616082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6616088.000000 Penalty: 5401.612793
	Iteration 38Q: 3 clusters Score -6616088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -6616092.000000 Penalty: 5401.612793
	Iteration 39Q: 3 clusters Score -6616092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -6616095.500000 Penalty: 5401.612793
	Iteration 40F: 3 clusters Score -6616096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6616089.000000 Penalty: 5401.612793
	Iteration 41Q: 3 clusters Score -6616089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6616096.500000 Penalty: 5401.612793
	Iteration 42Q: 3 clusters Score -6616096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -6616104.000000 Penalty: 5401.612793
	Iteration 43Q: 3 clusters Score -6616104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -6616103.500000 Penalty: 5401.612793
	Iteration 44Q: 3 clusters Score -6616104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -6616102.000000 Penalty: 5401.612793
	Iteration 45Q: 3 clusters Score -6616102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -6616111.000000 Penalty: 5401.612793
	Iteration 46Q: 3 clusters Score -6616111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -6616113.500000 Penalty: 5401.612793
	Iteration 47Q: 3 clusters Score -6616114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -6616115.500000 Penalty: 5401.612793
	Iteration 48Q: 3 clusters Score -6616116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -6616121.500000 Penalty: 5401.612793
	Iteration 49Q: 3 clusters Score -6616122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6616121.500000 Penalty: 5401.612793
	Iteration 50Q: 3 clusters Score -6616122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -6616124.500000 Penalty: 5401.612793
	Iteration 51Q: 3 clusters Score -6616124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -6616126.000000 Penalty: 5401.612793
	Iteration 52Q: 3 clusters Score -6616126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -6616126.000000 Penalty: 5401.612793
	Iteration 53F: 3 clusters Score -6616126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (108745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Entering Unmasked Estep 
Score: -13628807.000000 Penalty: 2875.996582
	Iteration 0F: 2 clusters Score -1.362881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -13555988.000000 Penalty: 5751.993164
	Iteration 0F: 3 clusters Score -1.355599e+07 nChanged 51541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -13585907.000000 Penalty: 5751.993164
	Iteration 1F: 3 clusters Score -1.358591e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -13586936.000000 Penalty: 5751.993164
	Iteration 2Q: 3 clusters Score -1.358694e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -13588173.000000 Penalty: 5751.993164
	Iteration 3Q: 3 clusters Score -1.358817e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -13590038.000000 Penalty: 5751.993164
	Iteration 4Q: 3 clusters Score -1.359004e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -13592851.000000 Penalty: 5751.993164
	Iteration 5Q: 3 clusters Score -1.359285e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -13597251.000000 Penalty: 5751.993164
	Iteration 6F: 3 clusters Score -1.359725e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -13603045.000000 Penalty: 5751.993164
	Iteration 7F: 3 clusters Score -1.360304e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -13609651.000000 Penalty: 5751.993164
	Iteration 8F: 3 clusters Score -1.360965e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -13615223.000000 Penalty: 5751.993164
	Iteration 9F: 3 clusters Score -1.361522e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -13619142.000000 Penalty: 5751.993164
	Iteration 10Q: 3 clusters Score -1.361914e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -13621412.000000 Penalty: 5751.993164
	Iteration 11Q: 3 clusters Score -1.362141e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -13622799.000000 Penalty: 5751.993164
	Iteration 12Q: 3 clusters Score -1.36228e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -13623691.000000 Penalty: 5751.993164
	Iteration 13Q: 3 clusters Score -1.362369e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -13624248.000000 Penalty: 5751.993164
	Iteration 14Q: 3 clusters Score -1.362425e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -13624691.000000 Penalty: 5751.993164
	Iteration 15Q: 3 clusters Score -1.362469e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -13625034.000000 Penalty: 5751.993164
	Iteration 16Q: 3 clusters Score -1.362503e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -13625226.000000 Penalty: 5751.993164
	Iteration 17Q: 3 clusters Score -1.362523e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -13625423.000000 Penalty: 5751.993164
	Iteration 18Q: 3 clusters Score -1.362542e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -13625555.000000 Penalty: 5751.993164
	Iteration 19Q: 3 clusters Score -1.362556e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -13625699.000000 Penalty: 5751.993164
	Iteration 20F: 3 clusters Score -1.36257e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -13625771.000000 Penalty: 5751.993164
	Iteration 21Q: 3 clusters Score -1.362577e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -13625862.000000 Penalty: 5751.993164
	Iteration 22Q: 3 clusters Score -1.362586e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -13625931.000000 Penalty: 5751.993164
	Iteration 23Q: 3 clusters Score -1.362593e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -13625981.000000 Penalty: 5751.993164
	Iteration 24Q: 3 clusters Score -1.362598e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -13626081.000000 Penalty: 5751.993164
	Iteration 25Q: 3 clusters Score -1.362608e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -13626098.000000 Penalty: 5751.993164
	Iteration 26Q: 3 clusters Score -1.36261e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -13626141.000000 Penalty: 5751.993164
	Iteration 27Q: 3 clusters Score -1.362614e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -13626211.000000 Penalty: 5751.993164
	Iteration 28Q: 3 clusters Score -1.362621e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 104764 members 
Entering Unmasked Estep 
Score: -13626254.000000 Penalty: 5751.993164
	Iteration 29Q: 3 clusters Score -1.362625e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -13626287.000000 Penalty: 5751.993164
	Iteration 30Q: 3 clusters Score -1.362629e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -13626329.000000 Penalty: 5751.993164
	Iteration 31Q: 3 clusters Score -1.362633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -13626335.000000 Penalty: 5751.993164
	Iteration 32Q: 3 clusters Score -1.362634e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -13626358.000000 Penalty: 5751.993164
	Iteration 33Q: 3 clusters Score -1.362636e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -13626395.000000 Penalty: 5751.993164
	Iteration 34Q: 3 clusters Score -1.36264e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -13626391.000000 Penalty: 5751.993164
	Iteration 35Q: 3 clusters Score -1.362639e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -13626444.000000 Penalty: 5751.993164
	Iteration 36Q: 3 clusters Score -1.362644e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13626459.000000 Penalty: 5751.993164
	Iteration 37Q: 3 clusters Score -1.362646e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -13626490.000000 Penalty: 5751.993164
	Iteration 38Q: 3 clusters Score -1.362649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -13626534.000000 Penalty: 5751.993164
	Iteration 39Q: 3 clusters Score -1.362653e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -13626532.000000 Penalty: 5751.993164
	Iteration 40F: 3 clusters Score -1.362653e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -13626521.000000 Penalty: 5751.993164
	Iteration 41Q: 3 clusters Score -1.362652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -13626562.000000 Penalty: 5751.993164
	Iteration 42Q: 3 clusters Score -1.362656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -13626566.000000 Penalty: 5751.993164
	Iteration 43Q: 3 clusters Score -1.362657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -13626561.000000 Penalty: 5751.993164
	Iteration 44Q: 3 clusters Score -1.362656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -13626599.000000 Penalty: 5751.993164
	Iteration 45Q: 3 clusters Score -1.36266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13626613.000000 Penalty: 5751.993164
	Iteration 46Q: 3 clusters Score -1.362661e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -13626594.000000 Penalty: 5751.993164
	Iteration 47Q: 3 clusters Score -1.362659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -13626599.000000 Penalty: 5751.993164
	Iteration 48Q: 3 clusters Score -1.36266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -13626614.000000 Penalty: 5751.993164
	Iteration 49Q: 3 clusters Score -1.362661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -13626611.000000 Penalty: 5751.993164
	Iteration 50Q: 3 clusters Score -1.362661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13626613.000000 Penalty: 5751.993164
	Iteration 51Q: 3 clusters Score -1.362661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -13626617.000000 Penalty: 5751.993164
	Iteration 52Q: 3 clusters Score -1.362662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -13626642.000000 Penalty: 5751.993164
	Iteration 53Q: 3 clusters Score -1.362664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -13626634.000000 Penalty: 5751.993164
	Iteration 54Q: 3 clusters Score -1.362663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -13626646.000000 Penalty: 5751.993164
	Iteration 55Q: 3 clusters Score -1.362665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -13626639.000000 Penalty: 5751.993164
	Iteration 56Q: 3 clusters Score -1.362664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -13626659.000000 Penalty: 5751.993164
	Iteration 57Q: 3 clusters Score -1.362666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -13626651.000000 Penalty: 5751.993164
	Iteration 58Q: 3 clusters Score -1.362665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -13626667.000000 Penalty: 5751.993164
	Iteration 59Q: 3 clusters Score -1.362667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13626677.000000 Penalty: 5751.993164
	Iteration 60F: 3 clusters Score -1.362668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -13626684.000000 Penalty: 5751.993164
	Iteration 61Q: 3 clusters Score -1.362668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -13626713.000000 Penalty: 5751.993164
	Iteration 62Q: 3 clusters Score -1.362671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -13626704.000000 Penalty: 5751.993164
	Iteration 63Q: 3 clusters Score -1.36267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -13626682.000000 Penalty: 5751.993164
	Iteration 64Q: 3 clusters Score -1.362668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -13626692.000000 Penalty: 5751.993164
	Iteration 65Q: 3 clusters Score -1.362669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -13626687.000000 Penalty: 5751.993164
	Iteration 66Q: 3 clusters Score -1.362669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
Score: -13626685.000000 Penalty: 5751.993164
	Iteration 67Q: 3 clusters Score -1.362668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -13626677.000000 Penalty: 5751.993164
	Iteration 68Q: 3 clusters Score -1.362668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -13626694.000000 Penalty: 5751.993164
	Iteration 69Q: 3 clusters Score -1.362669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -13626700.000000 Penalty: 5751.993164
	Iteration 70Q: 3 clusters Score -1.36267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -13626705.000000 Penalty: 5751.993164
	Iteration 71Q: 3 clusters Score -1.36267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -13626706.000000 Penalty: 5751.993164
	Iteration 72Q: 3 clusters Score -1.362671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -13626704.000000 Penalty: 5751.993164
	Iteration 73Q: 3 clusters Score -1.36267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -13626711.000000 Penalty: 5751.993164
	Iteration 74Q: 3 clusters Score -1.362671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -13626710.000000 Penalty: 5751.993164
	Iteration 75Q: 3 clusters Score -1.362671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -13626715.000000 Penalty: 5751.993164
	Iteration 76Q: 3 clusters Score -1.362672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -13626710.000000 Penalty: 5751.993164
	Iteration 77Q: 3 clusters Score -1.362671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -13626710.000000 Penalty: 5751.993164
	Iteration 78F: 3 clusters Score -1.362671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -136813.093750 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -136813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134790.921875 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -134790.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135291.921875 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135291.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135581.375000 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -135581.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135863.000000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -135863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136138.156250 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -136138.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -136287.093750 Penalty: 3516.678223
	Iteration 5F: 3 clusters Score -136287.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -136354.750000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -136394.328125 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136424.765625 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -136459.015625 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136477.781250 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136498.109375 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -136498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136502.953125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -136503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136504.906250 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -136504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136506.718750 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -136506.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136506.718750 Penalty: 3516.678223
	Iteration 15F: 3 clusters Score -136506.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -48430.753906 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -48430.75 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 207 members 
Entering Unmasked Estep 
Score: -46979.000000 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -46979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47141.421875 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -47141.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47190.832031 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -47190.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47229.769531 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -47229.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47241.113281 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -47241.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47253.308594 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -47253.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47258.746094 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -47258.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47262.425781 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -47262.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47262.425781 Penalty: 3008.789795
	Iteration 8F: 3 clusters Score -47262.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -914871.687500 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -914871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -908270.250000 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -908270.2 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -910318.687500 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -910318.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -910755.250000 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -910755.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -911078.562500 Penalty: 4472.491211
	Iteration 3F: 3 clusters Score -911078.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -911318.875000 Penalty: 4472.491211
	Iteration 4F: 3 clusters Score -911318.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -911490.312500 Penalty: 4472.491211
	Iteration 5Q: 3 clusters Score -911490.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -911625.187500 Penalty: 4472.491211
	Iteration 6Q: 3 clusters Score -911625.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -911734.875000 Penalty: 4472.491211
	Iteration 7Q: 3 clusters Score -911734.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -911835.812500 Penalty: 4472.491211
	Iteration 8Q: 3 clusters Score -911835.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -911932.437500 Penalty: 4472.491211
	Iteration 9Q: 3 clusters Score -911932.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -912061.000000 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -912061 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -912225.062500 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -912225.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -912450.687500 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -912450.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -912715.125000 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -912715.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -912938.312500 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -912938.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -913181.562500 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -913181.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -913408.437500 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -913408.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -913604.625000 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -913604.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -913750.875000 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -913750.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -913866.187500 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -913866.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -913946.750000 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -913946.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -913994.500000 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -913994.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -914024.250000 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -914024.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -914047.625000 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -914047.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -914070.625000 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -914070.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -914093.250000 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -914093.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -914109.812500 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -914109.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -914122.312500 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -914122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -914127.000000 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -914127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -914137.687500 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -914137.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -914142.562500 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -914142.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -914152.687500 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -914152.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -914161.125000 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -914161.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -914167.125000 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -914167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -914174.687500 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -914174.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -914174.687500 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -914174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -914177.625000 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -914177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -914180.312500 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -914180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -914183.312500 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -914183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -914183.937500 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -914183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -914185.750000 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -914185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -914192.250000 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -914192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -914197.625000 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -914197.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -914199.687500 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -914199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -914205.125000 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -914205.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -914208.312500 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -914208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -914207.875000 Penalty: 4472.491211
	Iteration 46Q: 3 clusters Score -914207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -914212.562500 Penalty: 4472.491211
	Iteration 47Q: 3 clusters Score -914212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -914216.437500 Penalty: 4472.491211
	Iteration 48Q: 3 clusters Score -914216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -914215.875000 Penalty: 4472.491211
	Iteration 49Q: 3 clusters Score -914215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -914217.812500 Penalty: 4472.491211
	Iteration 50Q: 3 clusters Score -914217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -914218.562500 Penalty: 4472.491211
	Iteration 51Q: 3 clusters Score -914218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -914218.562500 Penalty: 4472.491211
	Iteration 52F: 3 clusters Score -914218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -1787505.750000 Penalty: 2368.423096
	Iteration 0F: 2 clusters Score -1787506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1777261.625000 Penalty: 4736.846191
	Iteration 0F: 3 clusters Score -1777262 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1780662.125000 Penalty: 4736.846191
	Iteration 1F: 3 clusters Score -1780662 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1781161.125000 Penalty: 4736.846191
	Iteration 2F: 3 clusters Score -1781161 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1781662.750000 Penalty: 4736.846191
	Iteration 3F: 3 clusters Score -1781663 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1782300.250000 Penalty: 4736.846191
	Iteration 4F: 3 clusters Score -1782300 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1783124.875000 Penalty: 4736.846191
	Iteration 5F: 3 clusters Score -1783125 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1784030.125000 Penalty: 4736.846191
	Iteration 6F: 3 clusters Score -1784030 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1784862.625000 Penalty: 4736.846191
	Iteration 7F: 3 clusters Score -1784863 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1785554.500000 Penalty: 4736.846191
	Iteration 8F: 3 clusters Score -1785554 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1786057.375000 Penalty: 4736.846191
	Iteration 9Q: 3 clusters Score -1786057 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1786376.250000 Penalty: 4736.846191
	Iteration 10Q: 3 clusters Score -1786376 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1786567.000000 Penalty: 4736.846191
	Iteration 11Q: 3 clusters Score -1786567 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1786716.500000 Penalty: 4736.846191
	Iteration 12Q: 3 clusters Score -1786716 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1786809.375000 Penalty: 4736.846191
	Iteration 13Q: 3 clusters Score -1786809 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1786880.125000 Penalty: 4736.846191
	Iteration 14Q: 3 clusters Score -1786880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1786942.500000 Penalty: 4736.846191
	Iteration 15Q: 3 clusters Score -1786942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1786987.125000 Penalty: 4736.846191
	Iteration 16Q: 3 clusters Score -1786987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1787020.125000 Penalty: 4736.846191
	Iteration 17Q: 3 clusters Score -1787020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1787045.375000 Penalty: 4736.846191
	Iteration 18Q: 3 clusters Score -1787045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1787063.625000 Penalty: 4736.846191
	Iteration 19Q: 3 clusters Score -1787064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1787071.875000 Penalty: 4736.846191
	Iteration 20F: 3 clusters Score -1787072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1787077.875000 Penalty: 4736.846191
	Iteration 21Q: 3 clusters Score -1787078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1787081.625000 Penalty: 4736.846191
	Iteration 22Q: 3 clusters Score -1787082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1787084.250000 Penalty: 4736.846191
	Iteration 23Q: 3 clusters Score -1787084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1787091.500000 Penalty: 4736.846191
	Iteration 24Q: 3 clusters Score -1787092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1787091.625000 Penalty: 4736.846191
	Iteration 25Q: 3 clusters Score -1787092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1787093.125000 Penalty: 4736.846191
	Iteration 26Q: 3 clusters Score -1787093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1787096.500000 Penalty: 4736.846191
	Iteration 27Q: 3 clusters Score -1787096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1787099.500000 Penalty: 4736.846191
	Iteration 28Q: 3 clusters Score -1787100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1787103.375000 Penalty: 4736.846191
	Iteration 29Q: 3 clusters Score -1787103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1787103.250000 Penalty: 4736.846191
	Iteration 30Q: 3 clusters Score -1787103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1787104.500000 Penalty: 4736.846191
	Iteration 31Q: 3 clusters Score -1787104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1787109.375000 Penalty: 4736.846191
	Iteration 32Q: 3 clusters Score -1787109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1787115.000000 Penalty: 4736.846191
	Iteration 33Q: 3 clusters Score -1787115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1787121.000000 Penalty: 4736.846191
	Iteration 34Q: 3 clusters Score -1787121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1787121.000000 Penalty: 4736.846191
	Iteration 35Q: 3 clusters Score -1787121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1787121.250000 Penalty: 4736.846191
	Iteration 36Q: 3 clusters Score -1787121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1787125.875000 Penalty: 4736.846191
	Iteration 37Q: 3 clusters Score -1787126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1787126.750000 Penalty: 4736.846191
	Iteration 38Q: 3 clusters Score -1787127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1787127.625000 Penalty: 4736.846191
	Iteration 39Q: 3 clusters Score -1787128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1787127.625000 Penalty: 4736.846191
	Iteration 40F: 3 clusters Score -1787128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -77250.117188 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -77250.12 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 400 members 
Entering Unmasked Estep 
Score: -75524.742188 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -75524.74 nChanged 160
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: -75886.531250 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -75886.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76074.460938 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -76074.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76207.679688 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -76207.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76439.539062 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -76439.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76876.320312 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -76876.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -77238.898438 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -77238.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77335.070312 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -77335.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77370.109375 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -77370.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -77398.921875 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -77398.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77409.492188 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -77409.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77423.023438 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -77423.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77432.531250 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -77432.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77442.007812 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -77442.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77454.656250 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -77454.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77460.835938 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -77460.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77464.375000 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -77464.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77464.375000 Penalty: 3284.877197
	Iteration 17F: 3 clusters Score -77464.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162543 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14046 members 
Mstep: Class 42 contains 175 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 388 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 577 members 
Entering Unmasked Estep 
Score: -142010880.000000 Penalty: 169800.968750
Splitting cluster 42 changes total score from -142012592.000000 to -142010880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -32312.925781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -32312.93 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 166 members 
Entering Unmasked Estep 
Score: -31041.335938 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -31041.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31200.767578 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -31200.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31273.421875 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -31273.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31337.128906 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -31337.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31381.078125 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -31381.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31390.068359 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -31390.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31398.564453 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -31398.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31401.404297 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -31401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31404.488281 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -31404.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31406.722656 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -31406.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31412.894531 Penalty: 2899.833740
	Iteration 10Q: 3 clusters Score -31412.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31420.599609 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -31420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31426.898438 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -31426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31434.505859 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -31434.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31436.929688 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -31436.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31436.929688 Penalty: 2899.833740
	Iteration 15F: 3 clusters Score -31436.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -35876.488281 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -35876.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34496.050781 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -34496.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34730.269531 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -34730.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34840.082031 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -34840.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34940.343750 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -34940.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35125.527344 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -35125.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35429.675781 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -35429.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35706.156250 Penalty: 2956.658691
	Iteration 6F: 3 clusters Score -35706.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35802.347656 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -35802.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35823.738281 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -35823.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35902.871094 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -35902.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35928.066406 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -35928.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35955.375000 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -35955.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35992.042969 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -35992.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36061.039062 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -36061.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36186.609375 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -36186.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36284.886719 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -36284.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36302.488281 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -36302.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36309.679688 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -36309.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36309.679688 Penalty: 2956.658691
	Iteration 18F: 3 clusters Score -36309.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39724 members 
Mstep: Class 3 contains 33063 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 12926 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 162543 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 353853 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 37946 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 2612 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 206 members 
Mstep: Class 26 contains 6218 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 51493 members 
Mstep: Class 29 contains 12669 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 156 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 28125 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 53656 members 
Mstep: Class 37 contains 108745 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 14046 members 
Mstep: Class 42 contains 752 members 
Mstep: Class 43 contains 346 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 5914 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 115 members 
Entering Unmasked Estep 
Score: -142011024.000000 Penalty: 169800.968750
Splitting cluster 44 changes total score from -142012592.000000 to -142011024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -711600.187500 Penalty: 2153.899170
	Iteration 0F: 2 clusters Score -711600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -706544.062500 Penalty: 4307.798340
	Iteration 0F: 3 clusters Score -706544.1 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -707955.687500 Penalty: 4307.798340
	Iteration 1F: 3 clusters Score -707955.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -708350.937500 Penalty: 4307.798340
	Iteration 2F: 3 clusters Score -708350.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -708667.937500 Penalty: 4307.798340
	Iteration 3F: 3 clusters Score -708667.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -708905.875000 Penalty: 4307.798340
	Iteration 4F: 3 clusters Score -708905.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -709077.125000 Penalty: 4307.798340
	Iteration 5Q: 3 clusters Score -709077.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -709202.312500 Penalty: 4307.798340
	Iteration 6Q: 3 clusters Score -709202.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -709309.437500 Penalty: 4307.798340
	Iteration 7Q: 3 clusters Score -709309.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -709380.312500 Penalty: 4307.798340
	Iteration 8Q: 3 clusters Score -709380.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -709437.562500 Penalty: 4307.798340
	Iteration 9Q: 3 clusters Score -709437.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -709480.187500 Penalty: 4307.798340
	Iteration 10Q: 3 clusters Score -709480.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -709506.687500 Penalty: 4307.798340
	Iteration 11Q: 3 clusters Score -709506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -709522.812500 Penalty: 4307.798340
	Iteration 12Q: 3 clusters Score -709522.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -709537.687500 Penalty: 4307.798340
	Iteration 13Q: 3 clusters Score -709537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -709547.312500 Penalty: 4307.798340
	Iteration 14Q: 3 clusters Score -709547.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -709554.375000 Penalty: 4307.798340
	Iteration 15Q: 3 clusters Score -709554.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -709559.062500 Penalty: 4307.798340
	Iteration 16Q: 3 clusters Score -709559.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -709564.187500 Penalty: 4307.798340
	Iteration 17Q: 3 clusters Score -709564.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -709571.375000 Penalty: 4307.798340
	Iteration 18Q: 3 clusters Score -709571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -709575.500000 Penalty: 4307.798340
	Iteration 19Q: 3 clusters Score -709575.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -709579.187500 Penalty: 4307.798340
	Iteration 20F: 3 clusters Score -709579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -709585.187500 Penalty: 4307.798340
	Iteration 21Q: 3 clusters Score -709585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -709590.750000 Penalty: 4307.798340
	Iteration 22Q: 3 clusters Score -709590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -709595.187500 Penalty: 4307.798340
	Iteration 23Q: 3 clusters Score -709595.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -709600.750000 Penalty: 4307.798340
	Iteration 24Q: 3 clusters Score -709600.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -709606.187500 Penalty: 4307.798340
	Iteration 25Q: 3 clusters Score -709606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -709609.062500 Penalty: 4307.798340
	Iteration 26Q: 3 clusters Score -709609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -709611.250000 Penalty: 4307.798340
	Iteration 27Q: 3 clusters Score -709611.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -709617.250000 Penalty: 4307.798340
	Iteration 28Q: 3 clusters Score -709617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -709625.062500 Penalty: 4307.798340
	Iteration 29Q: 3 clusters Score -709625.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -709635.812500 Penalty: 4307.798340
	Iteration 30Q: 3 clusters Score -709635.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -709642.875000 Penalty: 4307.798340
	Iteration 31Q: 3 clusters Score -709642.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -709651.000000 Penalty: 4307.798340
	Iteration 32Q: 3 clusters Score -709651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -709654.125000 Penalty: 4307.798340
	Iteration 33Q: 3 clusters Score -709654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709666.000000 Penalty: 4307.798340
	Iteration 34Q: 3 clusters Score -709666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -709678.000000 Penalty: 4307.798340
	Iteration 35Q: 3 clusters Score -709678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -709693.937500 Penalty: 4307.798340
	Iteration 36Q: 3 clusters Score -709693.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -709721.125000 Penalty: 4307.798340
	Iteration 37Q: 3 clusters Score -709721.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -709747.312500 Penalty: 4307.798340
	Iteration 38Q: 3 clusters Score -709747.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -709781.750000 Penalty: 4307.798340
	Iteration 39Q: 3 clusters Score -709781.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -709831.750000 Penalty: 4307.798340
	Iteration 40F: 3 clusters Score -709831.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -709920.875000 Penalty: 4307.798340
	Iteration 41Q: 3 clusters Score -709920.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -710018.250000 Penalty: 4307.798340
	Iteration 42Q: 3 clusters Score -710018.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -710114.750000 Penalty: 4307.798340
	Iteration 43Q: 3 clusters Score -710114.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -710201.812500 Penalty: 4307.798340
	Iteration 44Q: 3 clusters Score -710201.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -710264.187500 Penalty: 4307.798340
	Iteration 45Q: 3 clusters Score -710264.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -710305.812500 Penalty: 4307.798340
	Iteration 46Q: 3 clusters Score -710305.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -710330.125000 Penalty: 4307.798340
	Iteration 47Q: 3 clusters Score -710330.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -710351.312500 Penalty: 4307.798340
	Iteration 48Q: 3 clusters Score -710351.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -710372.250000 Penalty: 4307.798340
	Iteration 49Q: 3 clusters Score -710372.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -710382.250000 Penalty: 4307.798340
	Iteration 50Q: 3 clusters Score -710382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -710387.625000 Penalty: 4307.798340
	Iteration 51Q: 3 clusters Score -710387.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -710392.062500 Penalty: 4307.798340
	Iteration 52Q: 3 clusters Score -710392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -710393.937500 Penalty: 4307.798340
	Iteration 53Q: 3 clusters Score -710393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -710399.687500 Penalty: 4307.798340
	Iteration 54Q: 3 clusters Score -710399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -710402.500000 Penalty: 4307.798340
	Iteration 55Q: 3 clusters Score -710402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -710405.062500 Penalty: 4307.798340
	Iteration 56Q: 3 clusters Score -710405.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -710407.937500 Penalty: 4307.798340
	Iteration 57Q: 3 clusters Score -710407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -710408.250000 Penalty: 4307.798340
	Iteration 58Q: 3 clusters Score -710408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -710411.687500 Penalty: 4307.798340
	Iteration 59Q: 3 clusters Score -710411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -710412.500000 Penalty: 4307.798340
	Iteration 60F: 3 clusters Score -710412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -710412.875000 Penalty: 4307.798340
	Iteration 61Q: 3 clusters Score -710412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -710412.312500 Penalty: 4307.798340
	Iteration 62Q: 3 clusters Score -710412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -710414.375000 Penalty: 4307.798340
	Iteration 63Q: 3 clusters Score -710414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -710415.000000 Penalty: 4307.798340
	Iteration 64Q: 3 clusters Score -710415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -710413.875000 Penalty: 4307.798340
	Iteration 65Q: 3 clusters Score -710413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -710415.062500 Penalty: 4307.798340
	Iteration 66Q: 3 clusters Score -710415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -710415.937500 Penalty: 4307.798340
	Iteration 67Q: 3 clusters Score -710415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -710418.500000 Penalty: 4307.798340
	Iteration 68Q: 3 clusters Score -710418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -710419.500000 Penalty: 4307.798340
	Iteration 69Q: 3 clusters Score -710419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710419.812500 Penalty: 4307.798340
	Iteration 70Q: 3 clusters Score -710419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -710420.750000 Penalty: 4307.798340
	Iteration 71Q: 3 clusters Score -710420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -710420.937500 Penalty: 4307.798340
	Iteration 72Q: 3 clusters Score -710420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -710420.812500 Penalty: 4307.798340
	Iteration 73Q: 3 clusters Score -710420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -710421.375000 Penalty: 4307.798340
	Iteration 74Q: 3 clusters Score -710421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -710421.937500 Penalty: 4307.798340
	Iteration 75Q: 3 clusters Score -710421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -710421.937500 Penalty: 4307.798340
	Iteration 76F: 3 clusters Score -710421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -288085.687500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -288085.7 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 1147 members 
Entering Unmasked Estep 
Score: -285298.750000 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -285298.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285793.250000 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -285793.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -285912.656250 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -285912.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -285974.656250 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -285974.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -286022.562500 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -286022.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -286045.187500 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -286045.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -286054.468750 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -286054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -286064.312500 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -286064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286074.562500 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -286074.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -286084.250000 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -286084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286087.906250 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -286087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286090.625000 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -286090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286093.312500 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -286093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -286094.656250 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -286094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286096.656250 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -286096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286098.125000 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -286098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286100.218750 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -286100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -286102.187500 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -286102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -286103.656250 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -286103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -286105.437500 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -286105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -286105.562500 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -286105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -286106.875000 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -286106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -286107.718750 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -286107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -286110.218750 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -286110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286110.968750 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -286111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286112.125000 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -286112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286111.843750 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -286111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -286112.312500 Penalty: 3841.091797
	Iteration 27Q: 3 clusters Score -286112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -286112.843750 Penalty: 3841.091797
	Iteration 28Q: 3 clusters Score -286112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -286112.843750 Penalty: 3841.091797
	Iteration 29F: 3 clusters Score -286112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Entering Unmasked Estep 
Score: -2625037.500000 Penalty: 2469.718750
	Iteration 0F: 2 clusters Score -2625038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2610247.750000 Penalty: 4939.437500
	Iteration 0F: 3 clusters Score -2610248 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2615265.000000 Penalty: 4939.437500
	Iteration 1F: 3 clusters Score -2615265 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2615713.000000 Penalty: 4939.437500
	Iteration 2F: 3 clusters Score -2615713 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2616084.000000 Penalty: 4939.437500
	Iteration 3Q: 3 clusters Score -2616084 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2616406.000000 Penalty: 4939.437500
	Iteration 4Q: 3 clusters Score -2616406 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2616741.250000 Penalty: 4939.437500
	Iteration 5Q: 3 clusters Score -2616741 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2617069.250000 Penalty: 4939.437500
	Iteration 6Q: 3 clusters Score -2617069 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2617428.500000 Penalty: 4939.437500
	Iteration 7Q: 3 clusters Score -2617428 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2617886.250000 Penalty: 4939.437500
	Iteration 8Q: 3 clusters Score -2617886 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2618427.000000 Penalty: 4939.437500
	Iteration 9Q: 3 clusters Score -2618427 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2619116.750000 Penalty: 4939.437500
	Iteration 10Q: 3 clusters Score -2619117 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2619815.750000 Penalty: 4939.437500
	Iteration 11Q: 3 clusters Score -2619816 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2620480.750000 Penalty: 4939.437500
	Iteration 12Q: 3 clusters Score -2620481 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2621104.000000 Penalty: 4939.437500
	Iteration 13Q: 3 clusters Score -2621104 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2621590.000000 Penalty: 4939.437500
	Iteration 14Q: 3 clusters Score -2621590 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2622008.000000 Penalty: 4939.437500
	Iteration 15Q: 3 clusters Score -2622008 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2622314.250000 Penalty: 4939.437500
	Iteration 16Q: 3 clusters Score -2622314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2622519.000000 Penalty: 4939.437500
	Iteration 17Q: 3 clusters Score -2622519 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2622658.250000 Penalty: 4939.437500
	Iteration 18Q: 3 clusters Score -2622658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2622776.000000 Penalty: 4939.437500
	Iteration 19Q: 3 clusters Score -2622776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2622829.000000 Penalty: 4939.437500
	Iteration 20F: 3 clusters Score -2622829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2622863.500000 Penalty: 4939.437500
	Iteration 21Q: 3 clusters Score -2622864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2622895.750000 Penalty: 4939.437500
	Iteration 22Q: 3 clusters Score -2622896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2622910.750000 Penalty: 4939.437500
	Iteration 23Q: 3 clusters Score -2622911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2622920.250000 Penalty: 4939.437500
	Iteration 24Q: 3 clusters Score -2622920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2622922.250000 Penalty: 4939.437500
	Iteration 25Q: 3 clusters Score -2622922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2622935.500000 Penalty: 4939.437500
	Iteration 26Q: 3 clusters Score -2622936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2622940.250000 Penalty: 4939.437500
	Iteration 27Q: 3 clusters Score -2622940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2622943.500000 Penalty: 4939.437500
	Iteration 28Q: 3 clusters Score -2622944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2622942.750000 Penalty: 4939.437500
	Iteration 29Q: 3 clusters Score -2622943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2622945.750000 Penalty: 4939.437500
	Iteration 30Q: 3 clusters Score -2622946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2622945.750000 Penalty: 4939.437500
	Iteration 31F: 3 clusters Score -2622946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -196434.718750 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -196434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194017.500000 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -194017.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194434.250000 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -194434.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -194543.703125 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -194543.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -194584.078125 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -194584.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194606.171875 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -194606.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194631.062500 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -194631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194653.015625 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -194653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194669.953125 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -194670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -194684.406250 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -194684.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194696.140625 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -194696.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194703.000000 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -194703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -194712.500000 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -194712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -194718.390625 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -194718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -194723.484375 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -194723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194726.437500 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -194726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -194729.156250 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -194729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194732.453125 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -194732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194735.953125 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -194736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -194740.859375 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -194740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194742.406250 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -194742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194744.500000 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -194744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194747.953125 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -194748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194751.703125 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -194751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -194754.687500 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -194754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -194760.000000 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -194760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -194766.234375 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -194766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -194769.750000 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -194769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194771.546875 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -194771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -194776.546875 Penalty: 3698.114990
	Iteration 28Q: 3 clusters Score -194776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194780.250000 Penalty: 3698.114990
	Iteration 29Q: 3 clusters Score -194780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194782.921875 Penalty: 3698.114990
	Iteration 30Q: 3 clusters Score -194782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -194787.687500 Penalty: 3698.114990
	Iteration 31Q: 3 clusters Score -194787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -194790.171875 Penalty: 3698.114990
	Iteration 32Q: 3 clusters Score -194790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -194792.640625 Penalty: 3698.114990
	Iteration 33Q: 3 clusters Score -194792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194794.781250 Penalty: 3698.114990
	Iteration 34Q: 3 clusters Score -194794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -194795.921875 Penalty: 3698.114990
	Iteration 35Q: 3 clusters Score -194795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194796.625000 Penalty: 3698.114990
	Iteration 36Q: 3 clusters Score -194796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194796.625000 Penalty: 3698.114990
	Iteration 37F: 3 clusters Score -194796.6 nChanged 0
--- Evaluating fit on full set of 3512017 points ---
Entering Unmasked Estep 
Score: -433015776.000000 Penalty: 179413.531250
25->49 Clusters: Score -433015776.000000, best is -433076160.000000

Main iterations: 0 (time per=infms)
Total iterations: 99015 (time per=431.607940ms)
Iterations metric 2: 5794575155200.000000 (time per=7.375115ns)
Iterations metric 3: 173853783359488.000000 (time per=245.813806ps)

That took 42735.660156 seconds.
